warning: commands will be executed using /bin/sh
job 5345 at Thu Feb 26 19:31:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse33-150222/YutaMouse33-150222/YutaMouse33-150222
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
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	0.001000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 12.87 and 19.31 GB of RAM.
Memory request: 6.44 GB would take us to total of 6.44 GB.
----------------------------------------------------------
Loaded 2870041 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 2.15 GB would take us to total of 8.58 GB.
------ Running on subset of 956680 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 7 (11016 points): Lose 361.257341 but Gain 2237.823938
Iteration 0F (38.520000 sec): 19 clusters
  Score: Raw -79359095.858403 + Penalty 40280.830891 = -79318815.027512
  nChanged 903242
Iteration 1F (54.450000 sec): 19 clusters
  Score: Raw -86437569.598322 + Penalty 40280.830891 = -86397288.767431
  nChanged 409839
Iteration 2F (70.330000 sec): 19 clusters
  Score: Raw -88612299.099986 + Penalty 40280.830891 = -88572018.269095
  nChanged 291542
Iteration 3F (86.190000 sec): 19 clusters
  Score: Raw -89501736.159472 + Penalty 40280.830891 = -89461455.328581
  nChanged 173146
Iteration 4F (102.050000 sec): 19 clusters
  Score: Raw -89896484.603178 + Penalty 40280.830891 = -89856203.772287
  nChanged 116563
Iteration 5F (117.930000 sec): 19 clusters
  Score: Raw -90236747.944721 + Penalty 40280.830891 = -90196467.113830
  nChanged 96302
Iteration 6F (133.800000 sec): 19 clusters
  Score: Raw -90584728.511521 + Penalty 40280.830891 = -90544447.680630
  nChanged 70710
Iteration 7F (149.660000 sec): 19 clusters
  Score: Raw -90701384.648957 + Penalty 40280.830891 = -90661103.818066
  nChanged 53033
Iteration 8F (165.550000 sec): 19 clusters
  Score: Raw -90771662.826866 + Penalty 40280.830891 = -90731381.995975
  nChanged 47776
Iteration 9Q (169.890000 sec): 19 clusters
  Score: Raw -90845441.694440 + Penalty 40280.830891 = -90805160.863549
  nChanged 47228
Iteration 10Q (174.120000 sec): 19 clusters
  Score: Raw -90924417.382765 + Penalty 40280.830891 = -90884136.551874
  nChanged 42177
Iteration 11Q (178.220000 sec): 19 clusters
  Score: Raw -91014837.050165 + Penalty 40280.830891 = -90974556.219274
  nChanged 30513
Iteration 12Q (182.060000 sec): 19 clusters
  Score: Raw -91140118.939539 + Penalty 40280.830891 = -91099838.108648
  nChanged 19990
Iteration 13Q (185.620000 sec): 19 clusters
  Score: Raw -91186779.471183 + Penalty 40280.830891 = -91146498.640292
  nChanged 13933
Iteration 14Q (189.090000 sec): 19 clusters
  Score: Raw -91195013.050030 + Penalty 40280.830891 = -91154732.219139
  nChanged 10088
Iteration 15Q (192.450000 sec): 19 clusters
  Score: Raw -91201011.987074 + Penalty 40280.830891 = -91160731.156183
  nChanged 8444
Iteration 16Q (195.770000 sec): 19 clusters
  Score: Raw -91206547.631090 + Penalty 40280.830891 = -91166266.800199
  nChanged 7444
Iteration 17Q (199.070000 sec): 19 clusters
  Score: Raw -91211209.152104 + Penalty 40280.830891 = -91170928.321213
  nChanged 6719
Iteration 18Q (202.350000 sec): 19 clusters
  Score: Raw -91215757.193498 + Penalty 40280.830891 = -91175476.362607
  nChanged 6448
Iteration 19Q (205.620000 sec): 19 clusters
  Score: Raw -91222031.339110 + Penalty 40280.830891 = -91181750.508219
  nChanged 6370
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -91222031.339110 + Penalty 40280.830891 = -91181750.508219
Memory request: 0.08 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (36250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (205.910000 sec): 2 clusters
  Score: Raw -3206156.016074 + Penalty 1705.956632 = -3204450.059441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (206.010000 sec): 3 clusters
  Score: Raw -3184057.587834 + Penalty 3411.913265 = -3180645.674570
  nChanged 16817
		SP:Iteration 1F (206.120000 sec): 3 clusters
  Score: Raw -3201896.868043 + Penalty 3411.913265 = -3198484.954778
  nChanged 4724
		SP:Iteration 2F (206.220000 sec): 3 clusters
  Score: Raw -3208973.098435 + Penalty 3411.913265 = -3205561.185170
  nChanged 3754
		SP:Iteration 3F (206.310000 sec): 3 clusters
  Score: Raw -3212983.738586 + Penalty 3411.913265 = -3209571.825321
  nChanged 2339
		SP:Iteration 4F (206.410000 sec): 3 clusters
  Score: Raw -3214609.363486 + Penalty 3411.913265 = -3211197.450221
  nChanged 1433
		SP:Iteration 5Q (206.510000 sec): 3 clusters
  Score: Raw -3215299.909706 + Penalty 3411.913265 = -3211887.996441
  nChanged 971
		SP:Iteration 6Q (206.610000 sec): 3 clusters
  Score: Raw -3215676.650562 + Penalty 3411.913265 = -3212264.737297
  nChanged 720
		SP:Iteration 7Q (206.700000 sec): 3 clusters
  Score: Raw -3215907.826498 + Penalty 3411.913265 = -3212495.913233
  nChanged 566
		SP:Iteration 8Q (206.800000 sec): 3 clusters
  Score: Raw -3216090.860281 + Penalty 3411.913265 = -3212678.947016
  nChanged 521
		SP:Iteration 9Q (206.890000 sec): 3 clusters
  Score: Raw -3216274.596309 + Penalty 3411.913265 = -3212862.683045
  nChanged 514
		SP:Iteration 10Q (206.990000 sec): 3 clusters
  Score: Raw -3216477.745409 + Penalty 3411.913265 = -3213065.832144
  nChanged 525
		SP:Iteration 11Q (207.090000 sec): 3 clusters
  Score: Raw -3216742.874562 + Penalty 3411.913265 = -3213330.961298
  nChanged 542
		SP:Iteration 12Q (207.180000 sec): 3 clusters
  Score: Raw -3217083.941151 + Penalty 3411.913265 = -3213672.027887
  nChanged 530
		SP:Iteration 13Q (207.280000 sec): 3 clusters
  Score: Raw -3217404.400729 + Penalty 3411.913265 = -3213992.487465
  nChanged 481
		SP:Iteration 14Q (207.370000 sec): 3 clusters
  Score: Raw -3217592.997969 + Penalty 3411.913265 = -3214181.084704
  nChanged 338
		SP:Iteration 15Q (207.470000 sec): 3 clusters
  Score: Raw -3217688.867170 + Penalty 3411.913265 = -3214276.953905
  nChanged 302
		SP:Iteration 16Q (207.560000 sec): 3 clusters
  Score: Raw -3217755.002062 + Penalty 3411.913265 = -3214343.088798
  nChanged 231
		SP:Iteration 17Q (207.660000 sec): 3 clusters
  Score: Raw -3217795.424481 + Penalty 3411.913265 = -3214383.511216
  nChanged 209
		SP:Iteration 18Q (207.750000 sec): 3 clusters
  Score: Raw -3217835.311586 + Penalty 3411.913265 = -3214423.398322
  nChanged 171
		SP:Iteration 19Q (207.850000 sec): 3 clusters
  Score: Raw -3217869.776314 + Penalty 3411.913265 = -3214457.863049
  nChanged 162
		SP:Iteration 20F (207.950000 sec): 3 clusters
  Score: Raw -3217909.912945 + Penalty 3411.913265 = -3214497.999680
  nChanged 144
		SP:Iteration 21Q (208.040000 sec): 3 clusters
  Score: Raw -3217933.650807 + Penalty 3411.913265 = -3214521.737543
  nChanged 128
		SP:Iteration 22Q (208.130000 sec): 3 clusters
  Score: Raw -3217960.594731 + Penalty 3411.913265 = -3214548.681466
  nChanged 123
		SP:Iteration 23Q (208.230000 sec): 3 clusters
  Score: Raw -3217995.184470 + Penalty 3411.913265 = -3214583.271205
  nChanged 138
		SP:Iteration 24Q (208.320000 sec): 3 clusters
  Score: Raw -3218039.874307 + Penalty 3411.913265 = -3214627.961042
  nChanged 147
		SP:Iteration 25Q (208.410000 sec): 3 clusters
  Score: Raw -3218101.613118 + Penalty 3411.913265 = -3214689.699853
  nChanged 167
		SP:Iteration 26Q (208.510000 sec): 3 clusters
  Score: Raw -3218156.809761 + Penalty 3411.913265 = -3214744.896497
  nChanged 157
		SP:Iteration 27Q (208.600000 sec): 3 clusters
  Score: Raw -3218192.742235 + Penalty 3411.913265 = -3214780.828970
  nChanged 139
		SP:Iteration 28Q (208.700000 sec): 3 clusters
  Score: Raw -3218217.932086 + Penalty 3411.913265 = -3214806.018821
  nChanged 120
		SP:Iteration 29Q (208.790000 sec): 3 clusters
  Score: Raw -3218232.779004 + Penalty 3411.913265 = -3214820.865740
  nChanged 96
		SP:Iteration 30Q (208.890000 sec): 3 clusters
  Score: Raw -3218245.863765 + Penalty 3411.913265 = -3214833.950500
  nChanged 85
		SP:Iteration 31Q (208.990000 sec): 3 clusters
  Score: Raw -3218257.004555 + Penalty 3411.913265 = -3214845.091290
  nChanged 66
		SP:Iteration 32Q (209.080000 sec): 3 clusters
  Score: Raw -3218265.840380 + Penalty 3411.913265 = -3214853.927115
  nChanged 92
		SP:Iteration 33Q (209.180000 sec): 3 clusters
  Score: Raw -3218275.313852 + Penalty 3411.913265 = -3214863.400587
  nChanged 75
		SP:Iteration 34Q (209.270000 sec): 3 clusters
  Score: Raw -3218282.167538 + Penalty 3411.913265 = -3214870.254274
  nChanged 68
		SP:Iteration 35Q (209.370000 sec): 3 clusters
  Score: Raw -3218286.634860 + Penalty 3411.913265 = -3214874.721595
  nChanged 44
		SP:Iteration 36Q (209.460000 sec): 3 clusters
  Score: Raw -3218289.605565 + Penalty 3411.913265 = -3214877.692301
  nChanged 34
		SP:Iteration 37Q (209.550000 sec): 3 clusters
  Score: Raw -3218291.572547 + Penalty 3411.913265 = -3214879.659283
  nChanged 34
		SP:Iteration 38Q (209.650000 sec): 3 clusters
  Score: Raw -3218292.978682 + Penalty 3411.913265 = -3214881.065418
  nChanged 29
		SP:Iteration 39Q (209.740000 sec): 3 clusters
  Score: Raw -3218294.404379 + Penalty 3411.913265 = -3214882.491114
  nChanged 24
		SP:Iteration 40F (209.840000 sec): 3 clusters
  Score: Raw -3218295.485642 + Penalty 3411.913265 = -3214883.572378
  nChanged 24
		SP:Iteration 41Q (209.940000 sec): 3 clusters
  Score: Raw -3218296.313548 + Penalty 3411.913265 = -3214884.400283
  nChanged 26
		SP:Iteration 42Q (210.040000 sec): 3 clusters
  Score: Raw -3218297.377607 + Penalty 3411.913265 = -3214885.464342
  nChanged 29
		SP:Iteration 43Q (210.130000 sec): 3 clusters
  Score: Raw -3218298.800648 + Penalty 3411.913265 = -3214886.887384
  nChanged 27
		SP:Iteration 44Q (210.230000 sec): 3 clusters
  Score: Raw -3218300.496554 + Penalty 3411.913265 = -3214888.583289
  nChanged 36
		SP:Iteration 45Q (210.320000 sec): 3 clusters
  Score: Raw -3218302.714720 + Penalty 3411.913265 = -3214890.801455
  nChanged 32
		SP:Iteration 46Q (210.410000 sec): 3 clusters
  Score: Raw -3218304.588386 + Penalty 3411.913265 = -3214892.675122
  nChanged 38
		SP:Iteration 47Q (210.500000 sec): 3 clusters
  Score: Raw -3218306.739631 + Penalty 3411.913265 = -3214894.826366
  nChanged 30
		SP:Iteration 48Q (210.590000 sec): 3 clusters
  Score: Raw -3218308.083163 + Penalty 3411.913265 = -3214896.169898
  nChanged 24
		SP:Iteration 49Q (210.690000 sec): 3 clusters
  Score: Raw -3218308.878404 + Penalty 3411.913265 = -3214896.965140
  nChanged 14
		SP:Iteration 50Q (210.780000 sec): 3 clusters
  Score: Raw -3218309.430962 + Penalty 3411.913265 = -3214897.517697
  nChanged 16
		SP:Iteration 51Q (210.870000 sec): 3 clusters
  Score: Raw -3218309.940714 + Penalty 3411.913265 = -3214898.027450
  nChanged 13
		SP:Iteration 52Q (210.970000 sec): 3 clusters
  Score: Raw -3218310.481820 + Penalty 3411.913265 = -3214898.568556
  nChanged 12
		SP:Iteration 53Q (211.060000 sec): 3 clusters
  Score: Raw -3218311.003390 + Penalty 3411.913265 = -3214899.090125
  nChanged 12
		SP:Iteration 54Q (211.150000 sec): 3 clusters
  Score: Raw -3218311.404095 + Penalty 3411.913265 = -3214899.490830
  nChanged 8
		SP:Iteration 55Q (211.250000 sec): 3 clusters
  Score: Raw -3218311.679003 + Penalty 3411.913265 = -3214899.765739
  nChanged 11
		SP:Iteration 56Q (211.340000 sec): 3 clusters
  Score: Raw -3218312.545880 + Penalty 3411.913265 = -3214900.632615
  nChanged 11
		SP:Iteration 57Q (211.430000 sec): 3 clusters
  Score: Raw -3218313.203835 + Penalty 3411.913265 = -3214901.290571
  nChanged 18
		SP:Iteration 58Q (211.520000 sec): 3 clusters
  Score: Raw -3218314.210214 + Penalty 3411.913265 = -3214902.296950
  nChanged 21
		SP:Iteration 59Q (211.620000 sec): 3 clusters
  Score: Raw -3218315.329675 + Penalty 3411.913265 = -3214903.416410
  nChanged 25
		SP:Iteration 60F (211.720000 sec): 3 clusters
  Score: Raw -3218316.562548 + Penalty 3411.913265 = -3214904.649283
  nChanged 20
		SP:Iteration 61Q (211.820000 sec): 3 clusters
  Score: Raw -3218317.645355 + Penalty 3411.913265 = -3214905.732090
  nChanged 22
		SP:Iteration 62Q (211.910000 sec): 3 clusters
  Score: Raw -3218318.705245 + Penalty 3411.913265 = -3214906.791980
  nChanged 23
		SP:Iteration 63Q (212.000000 sec): 3 clusters
  Score: Raw -3218319.773976 + Penalty 3411.913265 = -3214907.860711
  nChanged 21
		SP:Iteration 64Q (212.090000 sec): 3 clusters
  Score: Raw -3218320.827116 + Penalty 3411.913265 = -3214908.913851
  nChanged 22
		SP:Iteration 65Q (212.190000 sec): 3 clusters
  Score: Raw -3218322.094198 + Penalty 3411.913265 = -3214910.180934
  nChanged 32
		SP:Iteration 66Q (212.280000 sec): 3 clusters
  Score: Raw -3218323.968732 + Penalty 3411.913265 = -3214912.055467
  nChanged 26
		SP:Iteration 67Q (212.370000 sec): 3 clusters
  Score: Raw -3218325.362058 + Penalty 3411.913265 = -3214913.448793
  nChanged 31
		SP:Iteration 68Q (212.460000 sec): 3 clusters
  Score: Raw -3218327.120794 + Penalty 3411.913265 = -3214915.207529
  nChanged 21
		SP:Iteration 69Q (212.560000 sec): 3 clusters
  Score: Raw -3218328.070262 + Penalty 3411.913265 = -3214916.156998
  nChanged 20
		SP:Iteration 70Q (212.650000 sec): 3 clusters
  Score: Raw -3218329.062303 + Penalty 3411.913265 = -3214917.149038
  nChanged 18
		SP:Iteration 71Q (212.750000 sec): 3 clusters
  Score: Raw -3218329.944400 + Penalty 3411.913265 = -3214918.031136
  nChanged 18
		SP:Iteration 72Q (212.840000 sec): 3 clusters
  Score: Raw -3218330.798582 + Penalty 3411.913265 = -3214918.885317
  nChanged 16
		SP:Iteration 73Q (212.930000 sec): 3 clusters
  Score: Raw -3218331.481763 + Penalty 3411.913265 = -3214919.568499
  nChanged 18
		SP:Iteration 74Q (213.030000 sec): 3 clusters
  Score: Raw -3218332.466941 + Penalty 3411.913265 = -3214920.553676
  nChanged 30
		SP:Iteration 75Q (213.120000 sec): 3 clusters
  Score: Raw -3218334.195887 + Penalty 3411.913265 = -3214922.282623
  nChanged 30
		SP:Iteration 76Q (213.210000 sec): 3 clusters
  Score: Raw -3218336.151110 + Penalty 3411.913265 = -3214924.237845
  nChanged 27
		SP:Iteration 77Q (213.310000 sec): 3 clusters
  Score: Raw -3218337.578838 + Penalty 3411.913265 = -3214925.665573
  nChanged 30
		SP:Iteration 78Q (213.400000 sec): 3 clusters
  Score: Raw -3218339.168552 + Penalty 3411.913265 = -3214927.255288
  nChanged 29
		SP:Iteration 79Q (213.490000 sec): 3 clusters
  Score: Raw -3218341.226443 + Penalty 3411.913265 = -3214929.313178
  nChanged 24
		SP:Iteration 80F (213.590000 sec): 3 clusters
  Score: Raw -3218343.036510 + Penalty 3411.913265 = -3214931.123246
  nChanged 30
		SP:Iteration 81Q (213.690000 sec): 3 clusters
  Score: Raw -3218346.067071 + Penalty 3411.913265 = -3214934.153806
  nChanged 39
		SP:Iteration 82Q (213.780000 sec): 3 clusters
  Score: Raw -3218349.960813 + Penalty 3411.913265 = -3214938.047549
  nChanged 53
		SP:Iteration 83Q (213.880000 sec): 3 clusters
  Score: Raw -3218353.618662 + Penalty 3411.913265 = -3214941.705397
  nChanged 39
		SP:Iteration 84Q (213.970000 sec): 3 clusters
  Score: Raw -3218355.530847 + Penalty 3411.913265 = -3214943.617582
  nChanged 32
		SP:Iteration 85Q (214.070000 sec): 3 clusters
  Score: Raw -3218357.894458 + Penalty 3411.913265 = -3214945.981193
  nChanged 34
		SP:Iteration 86Q (214.160000 sec): 3 clusters
  Score: Raw -3218360.710818 + Penalty 3411.913265 = -3214948.797554
  nChanged 41
		SP:Iteration 87Q (214.250000 sec): 3 clusters
  Score: Raw -3218363.713793 + Penalty 3411.913265 = -3214951.800529
  nChanged 37
		SP:Iteration 88Q (214.340000 sec): 3 clusters
  Score: Raw -3218366.244083 + Penalty 3411.913265 = -3214954.330819
  nChanged 40
		SP:Iteration 89Q (214.430000 sec): 3 clusters
  Score: Raw -3218370.435091 + Penalty 3411.913265 = -3214958.521827
  nChanged 46
		SP:Iteration 90Q (214.520000 sec): 3 clusters
  Score: Raw -3218374.056001 + Penalty 3411.913265 = -3214962.142736
  nChanged 37
		SP:Iteration 91Q (214.620000 sec): 3 clusters
  Score: Raw -3218376.896096 + Penalty 3411.913265 = -3214964.982831
  nChanged 32
		SP:Iteration 92Q (214.710000 sec): 3 clusters
  Score: Raw -3218378.984748 + Penalty 3411.913265 = -3214967.071484
  nChanged 34
		SP:Iteration 93Q (214.800000 sec): 3 clusters
  Score: Raw -3218381.274743 + Penalty 3411.913265 = -3214969.361478
  nChanged 33
		SP:Iteration 94Q (214.890000 sec): 3 clusters
  Score: Raw -3218383.833813 + Penalty 3411.913265 = -3214971.920548
  nChanged 42
		SP:Iteration 95Q (214.980000 sec): 3 clusters
  Score: Raw -3218387.000557 + Penalty 3411.913265 = -3214975.087293
  nChanged 33
		SP:Iteration 96Q (215.070000 sec): 3 clusters
  Score: Raw -3218389.612991 + Penalty 3411.913265 = -3214977.699726
  nChanged 38
		SP:Iteration 97Q (215.170000 sec): 3 clusters
  Score: Raw -3218392.297877 + Penalty 3411.913265 = -3214980.384612
  nChanged 42
		SP:Iteration 98Q (215.250000 sec): 3 clusters
  Score: Raw -3218395.174554 + Penalty 3411.913265 = -3214983.261290
  nChanged 30
		SP:Iteration 99Q (215.350000 sec): 3 clusters
  Score: Raw -3218397.966967 + Penalty 3411.913265 = -3214986.053702
  nChanged 43
		SP:Iteration 100F (215.450000 sec): 3 clusters
  Score: Raw -3218401.210604 + Penalty 3411.913265 = -3214989.297339
  nChanged 40
		SP:Iteration 101Q (215.540000 sec): 3 clusters
  Score: Raw -3218404.412940 + Penalty 3411.913265 = -3214992.499675
  nChanged 37
		SP:Iteration 102Q (215.630000 sec): 3 clusters
  Score: Raw -3218406.647676 + Penalty 3411.913265 = -3214994.734411
  nChanged 25
		SP:Iteration 103Q (215.720000 sec): 3 clusters
  Score: Raw -3218408.301134 + Penalty 3411.913265 = -3214996.387870
  nChanged 26
		SP:Iteration 104Q (215.810000 sec): 3 clusters
  Score: Raw -3218409.887578 + Penalty 3411.913265 = -3214997.974314
  nChanged 32
		SP:Iteration 105Q (215.900000 sec): 3 clusters
  Score: Raw -3218411.845900 + Penalty 3411.913265 = -3214999.932635
  nChanged 38
		SP:Iteration 106Q (215.990000 sec): 3 clusters
  Score: Raw -3218414.421865 + Penalty 3411.913265 = -3215002.508600
  nChanged 31
		SP:Iteration 107Q (216.090000 sec): 3 clusters
  Score: Raw -3218416.676168 + Penalty 3411.913265 = -3215004.762904
  nChanged 34
		SP:Iteration 108Q (216.180000 sec): 3 clusters
  Score: Raw -3218418.746368 + Penalty 3411.913265 = -3215006.833104
  nChanged 35
		SP:Iteration 109Q (216.270000 sec): 3 clusters
  Score: Raw -3218421.003217 + Penalty 3411.913265 = -3215009.089952
  nChanged 28
		SP:Iteration 110Q (216.360000 sec): 3 clusters
  Score: Raw -3218422.579367 + Penalty 3411.913265 = -3215010.666102
  nChanged 23
		SP:Iteration 111Q (216.450000 sec): 3 clusters
  Score: Raw -3218423.939964 + Penalty 3411.913265 = -3215012.026699
  nChanged 20
		SP:Iteration 112Q (216.550000 sec): 3 clusters
  Score: Raw -3218424.860799 + Penalty 3411.913265 = -3215012.947535
  nChanged 18
		SP:Iteration 113Q (216.640000 sec): 3 clusters
  Score: Raw -3218425.790572 + Penalty 3411.913265 = -3215013.877307
  nChanged 16
		SP:Iteration 114Q (216.730000 sec): 3 clusters
  Score: Raw -3218426.923740 + Penalty 3411.913265 = -3215015.010476
  nChanged 25
		SP:Iteration 115Q (216.820000 sec): 3 clusters
  Score: Raw -3218429.256860 + Penalty 3411.913265 = -3215017.343596
  nChanged 23
		SP:Iteration 116Q (216.910000 sec): 3 clusters
  Score: Raw -3218430.449587 + Penalty 3411.913265 = -3215018.536322
  nChanged 20
		SP:Iteration 117Q (217.000000 sec): 3 clusters
  Score: Raw -3218431.090892 + Penalty 3411.913265 = -3215019.177627
  nChanged 12
		SP:Iteration 118Q (217.090000 sec): 3 clusters
  Score: Raw -3218431.426286 + Penalty 3411.913265 = -3215019.513022
  nChanged 6
		SP:Iteration 119Q (217.180000 sec): 3 clusters
  Score: Raw -3218431.646946 + Penalty 3411.913265 = -3215019.733682
  nChanged 5
		SP:Iteration 120F (217.280000 sec): 3 clusters
  Score: Raw -3218431.854196 + Penalty 3411.913265 = -3215019.940932
  nChanged 6
		SP:Iteration 121Q (217.380000 sec): 3 clusters
  Score: Raw -3218432.075591 + Penalty 3411.913265 = -3215020.162326
  nChanged 5
		SP:Iteration 122Q (217.470000 sec): 3 clusters
  Score: Raw -3218432.212146 + Penalty 3411.913265 = -3215020.298881
  nChanged 5
		SP:Iteration 123Q (217.570000 sec): 3 clusters
  Score: Raw -3218432.343681 + Penalty 3411.913265 = -3215020.430417
  nChanged 4
		SP:Iteration 124Q (217.660000 sec): 3 clusters
  Score: Raw -3218432.421671 + Penalty 3411.913265 = -3215020.508407
  nChanged 2
		SP:Iteration 125Q (217.750000 sec): 3 clusters
  Score: Raw -3218432.461244 + Penalty 3411.913265 = -3215020.547979
  nChanged 1
		SP:Iteration 126Q (217.840000 sec): 3 clusters
  Score: Raw -3218432.491490 + Penalty 3411.913265 = -3215020.578225
  nChanged 0
		SP:Iteration 127F (217.940000 sec): 3 clusters
  Score: Raw -3218432.491490 + Penalty 3411.913265 = -3215020.578225
  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 8.67 GB.

 Trying to split cluster 2 (4645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217.980000 sec): 2 clusters
  Score: Raw -396140.893363 + Penalty 1372.076331 = -394768.817032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217.990000 sec): 3 clusters
  Score: Raw -394056.501778 + Penalty 2744.152662 = -391312.349117
  nChanged 1967
		SP:Iteration 1F (218.000000 sec): 3 clusters
  Score: Raw -399387.538042 + Penalty 2744.152662 = -396643.385380
  nChanged 895
		SP:Iteration 2F (218.010000 sec): 3 clusters
  Score: Raw -403923.288002 + Penalty 2744.152662 = -401179.135340
  nChanged 406
		SP:Iteration 3F (218.030000 sec): 3 clusters
  Score: Raw -406246.280237 + Penalty 2744.152662 = -403502.127575
  nChanged 348
		SP:Iteration 4F (218.040000 sec): 3 clusters
  Score: Raw -408612.655326 + Penalty 2744.152662 = -405868.502665
  nChanged 234
		SP:Iteration 5F (218.050000 sec): 3 clusters
  Score: Raw -411357.744973 + Penalty 2744.152662 = -408613.592311
  nChanged 32
		SP:Iteration 6Q (218.060000 sec): 3 clusters
  Score: Raw -413225.915053 + Penalty 2744.152662 = -410481.762391
  nChanged 2
		SP:Iteration 7Q (218.070000 sec): 3 clusters
  Score: Raw -413245.049280 + Penalty 2744.152662 = -410500.896619
  nChanged 1
		SP:Iteration 8Q (218.070000 sec): 3 clusters
  Score: Raw -413249.130030 + Penalty 2744.152662 = -410504.977368
  nChanged 1
		SP:Iteration 9Q (218.080000 sec): 3 clusters
  Score: Raw -413261.306543 + Penalty 2744.152662 = -410517.153881
  nChanged 1
		SP:Iteration 10Q (218.090000 sec): 3 clusters
  Score: Raw -413267.133206 + Penalty 2744.152662 = -410522.980544
  nChanged 0
		SP:Iteration 11F (218.100000 sec): 3 clusters
  Score: Raw -413267.133206 + Penalty 2744.152662 = -410522.980544
  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 8.67 GB.

 Trying to split cluster 3 (148002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218.810000 sec): 2 clusters
  Score: Raw -14632525.043172 + Penalty 1934.559423 = -14630590.483748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (219.220000 sec): 3 clusters
  Score: Raw -14535691.957397 + Penalty 3869.118847 = -14531822.838551
  nChanged 71221
		SP:Iteration 1F (219.630000 sec): 3 clusters
  Score: Raw -14592948.568322 + Penalty 3869.118847 = -14589079.449475
  nChanged 18335
		SP:Iteration 2F (220.030000 sec): 3 clusters
  Score: Raw -14627228.227732 + Penalty 3869.118847 = -14623359.108885
  nChanged 20103
		SP:Iteration 3F (220.440000 sec): 3 clusters
  Score: Raw -14659418.868074 + Penalty 3869.118847 = -14655549.749227
  nChanged 13079
		SP:Iteration 4F (220.860000 sec): 3 clusters
  Score: Raw -14672553.331116 + Penalty 3869.118847 = -14668684.212269
  nChanged 7312
		SP:Iteration 5Q (221.240000 sec): 3 clusters
  Score: Raw -14677288.389963 + Penalty 3869.118847 = -14673419.271117
  nChanged 4875
		SP:Iteration 6Q (221.640000 sec): 3 clusters
  Score: Raw -14679537.696309 + Penalty 3869.118847 = -14675668.577463
  nChanged 4016
		SP:Iteration 7Q (222.020000 sec): 3 clusters
  Score: Raw -14681245.454337 + Penalty 3869.118847 = -14677376.335490
  nChanged 3908
		SP:Iteration 8Q (222.400000 sec): 3 clusters
  Score: Raw -14683118.673434 + Penalty 3869.118847 = -14679249.554588
  nChanged 4140
		SP:Iteration 9Q (222.780000 sec): 3 clusters
  Score: Raw -14685720.626270 + Penalty 3869.118847 = -14681851.507423
  nChanged 4612
		SP:Iteration 10Q (223.160000 sec): 3 clusters
  Score: Raw -14689845.731095 + Penalty 3869.118847 = -14685976.612248
  nChanged 5075
		SP:Iteration 11Q (223.530000 sec): 3 clusters
  Score: Raw -14695544.210292 + Penalty 3869.118847 = -14691675.091446
  nChanged 4583
		SP:Iteration 12Q (223.900000 sec): 3 clusters
  Score: Raw -14700289.450574 + Penalty 3869.118847 = -14696420.331727
  nChanged 3498
		SP:Iteration 13Q (224.260000 sec): 3 clusters
  Score: Raw -14702548.352228 + Penalty 3869.118847 = -14698679.233382
  nChanged 2439
		SP:Iteration 14Q (224.600000 sec): 3 clusters
  Score: Raw -14703521.303641 + Penalty 3869.118847 = -14699652.184795
  nChanged 1678
		SP:Iteration 15Q (224.950000 sec): 3 clusters
  Score: Raw -14704000.816151 + Penalty 3869.118847 = -14700131.697305
  nChanged 1289
		SP:Iteration 16Q (225.300000 sec): 3 clusters
  Score: Raw -14704272.776209 + Penalty 3869.118847 = -14700403.657362
  nChanged 1030
		SP:Iteration 17Q (225.640000 sec): 3 clusters
  Score: Raw -14704445.224621 + Penalty 3869.118847 = -14700576.105775
  nChanged 880
		SP:Iteration 18Q (225.990000 sec): 3 clusters
  Score: Raw -14704566.605746 + Penalty 3869.118847 = -14700697.486899
  nChanged 709
		SP:Iteration 19Q (226.340000 sec): 3 clusters
  Score: Raw -14704651.770087 + Penalty 3869.118847 = -14700782.651240
  nChanged 637
		SP:Iteration 20F (226.740000 sec): 3 clusters
  Score: Raw -14704721.503107 + Penalty 3869.118847 = -14700852.384260
  nChanged 596
		SP:Iteration 21Q (227.080000 sec): 3 clusters
  Score: Raw -14704786.263570 + Penalty 3869.118847 = -14700917.144723
  nChanged 587
		SP:Iteration 22Q (227.430000 sec): 3 clusters
  Score: Raw -14704848.340470 + Penalty 3869.118847 = -14700979.221623
  nChanged 517
		SP:Iteration 23Q (227.780000 sec): 3 clusters
  Score: Raw -14704898.858788 + Penalty 3869.118847 = -14701029.739942
  nChanged 516
		SP:Iteration 24Q (228.120000 sec): 3 clusters
  Score: Raw -14704949.481979 + Penalty 3869.118847 = -14701080.363133
  nChanged 482
		SP:Iteration 25Q (228.450000 sec): 3 clusters
  Score: Raw -14704996.981853 + Penalty 3869.118847 = -14701127.863007
  nChanged 505
		SP:Iteration 26Q (228.780000 sec): 3 clusters
  Score: Raw -14705050.253609 + Penalty 3869.118847 = -14701181.134763
  nChanged 530
		SP:Iteration 27Q (229.120000 sec): 3 clusters
  Score: Raw -14705108.850962 + Penalty 3869.118847 = -14701239.732115
  nChanged 535
		SP:Iteration 28Q (229.470000 sec): 3 clusters
  Score: Raw -14705172.213348 + Penalty 3869.118847 = -14701303.094501
  nChanged 569
		SP:Iteration 29Q (229.810000 sec): 3 clusters
  Score: Raw -14705255.900084 + Penalty 3869.118847 = -14701386.781237
  nChanged 642
		SP:Iteration 30Q (230.140000 sec): 3 clusters
  Score: Raw -14705371.105462 + Penalty 3869.118847 = -14701501.986616
  nChanged 758
		SP:Iteration 31Q (230.480000 sec): 3 clusters
  Score: Raw -14705529.272914 + Penalty 3869.118847 = -14701660.154067
  nChanged 890
		SP:Iteration 32Q (230.810000 sec): 3 clusters
  Score: Raw -14705788.908789 + Penalty 3869.118847 = -14701919.789943
  nChanged 1157
		SP:Iteration 33Q (231.150000 sec): 3 clusters
  Score: Raw -14706312.513003 + Penalty 3869.118847 = -14702443.394157
  nChanged 1559
		SP:Iteration 34Q (231.480000 sec): 3 clusters
  Score: Raw -14707473.727648 + Penalty 3869.118847 = -14703604.608802
  nChanged 2220
		SP:Iteration 35Q (231.820000 sec): 3 clusters
  Score: Raw -14710775.425004 + Penalty 3869.118847 = -14706906.306157
  nChanged 2815
		SP:Iteration 36Q (232.150000 sec): 3 clusters
  Score: Raw -14719182.500844 + Penalty 3869.118847 = -14715313.381997
  nChanged 2084
		SP:Iteration 37Q (232.450000 sec): 3 clusters
  Score: Raw -14727961.243480 + Penalty 3869.118847 = -14724092.124634
  nChanged 464
		SP:Iteration 38Q (232.760000 sec): 3 clusters
  Score: Raw -14728570.662566 + Penalty 3869.118847 = -14724701.543719
  nChanged 74
		SP:Iteration 39Q (233.050000 sec): 3 clusters
  Score: Raw -14728580.015866 + Penalty 3869.118847 = -14724710.897019
  nChanged 16
		SP:Iteration 40F (233.450000 sec): 3 clusters
  Score: Raw -14728580.780094 + Penalty 3869.118847 = -14724711.661248
  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 8.67 GB.

 Trying to split cluster 4 (118561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (233.810000 sec): 2 clusters
  Score: Raw -11870635.517097 + Penalty 1898.517217 = -11868736.999880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (234.140000 sec): 3 clusters
  Score: Raw -11792773.057619 + Penalty 3797.034434 = -11788976.023185
  nChanged 57106
		SP:Iteration 1F (234.470000 sec): 3 clusters
  Score: Raw -11826676.129205 + Penalty 3797.034434 = -11822879.094771
  nChanged 4839
		SP:Iteration 2Q (234.810000 sec): 3 clusters
  Score: Raw -11828477.124049 + Penalty 3797.034434 = -11824680.089615
  nChanged 5662
		SP:Iteration 3Q (235.140000 sec): 3 clusters
  Score: Raw -11831070.550988 + Penalty 3797.034434 = -11827273.516554
  nChanged 6582
		SP:Iteration 4F (235.470000 sec): 3 clusters
  Score: Raw -11834844.085142 + Penalty 3797.034434 = -11831047.050707
  nChanged 7557
		SP:Iteration 5F (235.800000 sec): 3 clusters
  Score: Raw -11839776.641945 + Penalty 3797.034434 = -11835979.607510
  nChanged 8132
		SP:Iteration 6F (236.120000 sec): 3 clusters
  Score: Raw -11845317.552761 + Penalty 3797.034434 = -11841520.518326
  nChanged 7873
		SP:Iteration 7F (236.450000 sec): 3 clusters
  Score: Raw -11850649.594670 + Penalty 3797.034434 = -11846852.560236
  nChanged 6996
		SP:Iteration 8F (236.770000 sec): 3 clusters
  Score: Raw -11854926.315058 + Penalty 3797.034434 = -11851129.280623
  nChanged 5433
		SP:Iteration 9Q (237.100000 sec): 3 clusters
  Score: Raw -11857537.265118 + Penalty 3797.034434 = -11853740.230683
  nChanged 3878
		SP:Iteration 10Q (237.430000 sec): 3 clusters
  Score: Raw -11858949.180742 + Penalty 3797.034434 = -11855152.146308
  nChanged 2804
		SP:Iteration 11Q (237.750000 sec): 3 clusters
  Score: Raw -11859825.836731 + Penalty 3797.034434 = -11856028.802297
  nChanged 2288
		SP:Iteration 12Q (238.080000 sec): 3 clusters
  Score: Raw -11860486.773057 + Penalty 3797.034434 = -11856689.738623
  nChanged 2013
		SP:Iteration 13Q (238.400000 sec): 3 clusters
  Score: Raw -11861079.428036 + Penalty 3797.034434 = -11857282.393601
  nChanged 1986
		SP:Iteration 14Q (238.720000 sec): 3 clusters
  Score: Raw -11861695.970977 + Penalty 3797.034434 = -11857898.936542
  nChanged 2000
		SP:Iteration 15Q (239.040000 sec): 3 clusters
  Score: Raw -11862317.969599 + Penalty 3797.034434 = -11858520.935165
  nChanged 1983
		SP:Iteration 16Q (239.370000 sec): 3 clusters
  Score: Raw -11862968.450977 + Penalty 3797.034434 = -11859171.416542
  nChanged 2060
		SP:Iteration 17Q (239.680000 sec): 3 clusters
  Score: Raw -11863683.913982 + Penalty 3797.034434 = -11859886.879548
  nChanged 2255
		SP:Iteration 18Q (240.000000 sec): 3 clusters
  Score: Raw -11864518.553729 + Penalty 3797.034434 = -11860721.519295
  nChanged 2328
		SP:Iteration 19Q (240.310000 sec): 3 clusters
  Score: Raw -11865399.320912 + Penalty 3797.034434 = -11861602.286477
  nChanged 2382
		SP:Iteration 20F (240.640000 sec): 3 clusters
  Score: Raw -11866301.223047 + Penalty 3797.034434 = -11862504.188613
  nChanged 2380
		SP:Iteration 21Q (240.960000 sec): 3 clusters
  Score: Raw -11867219.031220 + Penalty 3797.034434 = -11863421.996786
  nChanged 2338
		SP:Iteration 22Q (241.270000 sec): 3 clusters
  Score: Raw -11868125.957229 + Penalty 3797.034434 = -11864328.922795
  nChanged 2334
		SP:Iteration 23Q (241.570000 sec): 3 clusters
  Score: Raw -11869024.956286 + Penalty 3797.034434 = -11865227.921852
  nChanged 2266
		SP:Iteration 24Q (241.880000 sec): 3 clusters
  Score: Raw -11869902.549623 + Penalty 3797.034434 = -11866105.515188
  nChanged 2289
		SP:Iteration 25Q (242.180000 sec): 3 clusters
  Score: Raw -11870809.167150 + Penalty 3797.034434 = -11867012.132716
  nChanged 2273
		SP:Iteration 26Q (242.490000 sec): 3 clusters
  Score: Raw -11871733.248193 + Penalty 3797.034434 = -11867936.213759
  nChanged 2216
		SP:Iteration 27Q (242.790000 sec): 3 clusters
  Score: Raw -11872701.223008 + Penalty 3797.034434 = -11868904.188573
  nChanged 2203
		SP:Iteration 28Q (243.070000 sec): 3 clusters
  Score: Raw -11873755.916381 + Penalty 3797.034434 = -11869958.881947
  nChanged 2220
		SP:Iteration 29Q (243.370000 sec): 3 clusters
  Score: Raw -11875005.220893 + Penalty 3797.034434 = -11871208.186458
  nChanged 2229
		SP:Iteration 30Q (243.650000 sec): 3 clusters
  Score: Raw -11876468.037038 + Penalty 3797.034434 = -11872671.002604
  nChanged 2092
		SP:Iteration 31Q (243.940000 sec): 3 clusters
  Score: Raw -11877959.602940 + Penalty 3797.034434 = -11874162.568505
  nChanged 1616
		SP:Iteration 32Q (244.240000 sec): 3 clusters
  Score: Raw -11879145.650912 + Penalty 3797.034434 = -11875348.616478
  nChanged 1059
		SP:Iteration 33Q (244.520000 sec): 3 clusters
  Score: Raw -11879856.617256 + Penalty 3797.034434 = -11876059.582822
  nChanged 651
		SP:Iteration 34Q (244.800000 sec): 3 clusters
  Score: Raw -11880170.910200 + Penalty 3797.034434 = -11876373.875765
  nChanged 363
		SP:Iteration 35Q (245.080000 sec): 3 clusters
  Score: Raw -11880294.082041 + Penalty 3797.034434 = -11876497.047606
  nChanged 228
		SP:Iteration 36Q (245.350000 sec): 3 clusters
  Score: Raw -11880347.006565 + Penalty 3797.034434 = -11876549.972131
  nChanged 149
		SP:Iteration 37Q (245.620000 sec): 3 clusters
  Score: Raw -11880375.517006 + Penalty 3797.034434 = -11876578.482572
  nChanged 99
		SP:Iteration 38Q (245.890000 sec): 3 clusters
  Score: Raw -11880392.868984 + Penalty 3797.034434 = -11876595.834550
  nChanged 62
		SP:Iteration 39Q (246.160000 sec): 3 clusters
  Score: Raw -11880397.770731 + Penalty 3797.034434 = -11876600.736297
  nChanged 44
		SP:Iteration 40F (246.480000 sec): 3 clusters
  Score: Raw -11880423.080988 + Penalty 3797.034434 = -11876626.046553
  nChanged 45
		SP:Iteration 41Q (246.750000 sec): 3 clusters
  Score: Raw -11880430.759495 + Penalty 3797.034434 = -11876633.725060
  nChanged 42
		SP:Iteration 42Q (247.020000 sec): 3 clusters
  Score: Raw -11880436.497590 + Penalty 3797.034434 = -11876639.463156
  nChanged 33
		SP:Iteration 43Q (247.290000 sec): 3 clusters
  Score: Raw -11880439.284721 + Penalty 3797.034434 = -11876642.250287
  nChanged 25
		SP:Iteration 44Q (247.570000 sec): 3 clusters
  Score: Raw -11880440.729348 + Penalty 3797.034434 = -11876643.694913
  nChanged 16
		SP:Iteration 45Q (247.840000 sec): 3 clusters
  Score: Raw -11880441.496013 + Penalty 3797.034434 = -11876644.461578
  nChanged 7
		SP:Iteration 46Q (248.110000 sec): 3 clusters
  Score: Raw -11880441.748796 + Penalty 3797.034434 = -11876644.714362
  nChanged 4
		SP:Iteration 47Q (248.380000 sec): 3 clusters
  Score: Raw -11880442.012140 + Penalty 3797.034434 = -11876644.977706
  nChanged 3
		SP:Iteration 48Q (248.650000 sec): 3 clusters
  Score: Raw -11880442.256388 + Penalty 3797.034434 = -11876645.221954
  nChanged 6
		SP:Iteration 49Q (248.930000 sec): 3 clusters
  Score: Raw -11880442.574357 + Penalty 3797.034434 = -11876645.539922
  nChanged 4
		SP:Iteration 50Q (249.200000 sec): 3 clusters
  Score: Raw -11880442.760150 + Penalty 3797.034434 = -11876645.725716
  nChanged 3
		SP:Iteration 51Q (249.470000 sec): 3 clusters
  Score: Raw -11880442.968811 + Penalty 3797.034434 = -11876645.934377
  nChanged 4
		SP:Iteration 52Q (249.740000 sec): 3 clusters
  Score: Raw -11880443.231864 + Penalty 3797.034434 = -11876646.197430
  nChanged 3
		SP:Iteration 53Q (250.010000 sec): 3 clusters
  Score: Raw -11880443.366115 + Penalty 3797.034434 = -11876646.331681
  nChanged 0
		SP:Iteration 54F (250.330000 sec): 3 clusters
  Score: Raw -11880443.366115 + Penalty 3797.034434 = -11876646.331681
  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 8.67 GB.

 Trying to split cluster 5 (18161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (250.470000 sec): 2 clusters
  Score: Raw -1802670.033878 + Penalty 1593.642654 = -1801076.391224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (250.520000 sec): 3 clusters
  Score: Raw -1792429.558512 + Penalty 3187.285308 = -1789242.273204
  nChanged 8222
		SP:Iteration 1F (250.570000 sec): 3 clusters
  Score: Raw -1807394.089267 + Penalty 3187.285308 = -1804206.803959
  nChanged 4045
		SP:Iteration 2F (250.610000 sec): 3 clusters
  Score: Raw -1814806.766081 + Penalty 3187.285308 = -1811619.480773
  nChanged 2160
		SP:Iteration 3F (250.660000 sec): 3 clusters
  Score: Raw -1817798.312016 + Penalty 3187.285308 = -1814611.026708
  nChanged 763
		SP:Iteration 4Q (250.710000 sec): 3 clusters
  Score: Raw -1818476.957557 + Penalty 3187.285308 = -1815289.672249
  nChanged 345
		SP:Iteration 5Q (250.750000 sec): 3 clusters
  Score: Raw -1818739.244215 + Penalty 3187.285308 = -1815551.958907
  nChanged 197
		SP:Iteration 6Q (250.790000 sec): 3 clusters
  Score: Raw -1818868.801067 + Penalty 3187.285308 = -1815681.515759
  nChanged 147
		SP:Iteration 7Q (250.840000 sec): 3 clusters
  Score: Raw -1818953.244552 + Penalty 3187.285308 = -1815765.959244
  nChanged 114
		SP:Iteration 8Q (250.880000 sec): 3 clusters
  Score: Raw -1819029.241244 + Penalty 3187.285308 = -1815841.955936
  nChanged 108
		SP:Iteration 9Q (250.920000 sec): 3 clusters
  Score: Raw -1819133.336729 + Penalty 3187.285308 = -1815946.051421
  nChanged 118
		SP:Iteration 10Q (250.960000 sec): 3 clusters
  Score: Raw -1819297.897067 + Penalty 3187.285308 = -1816110.611759
  nChanged 79
		SP:Iteration 11Q (251.010000 sec): 3 clusters
  Score: Raw -1819366.063809 + Penalty 3187.285308 = -1816178.778501
  nChanged 62
		SP:Iteration 12Q (251.050000 sec): 3 clusters
  Score: Raw -1819392.005496 + Penalty 3187.285308 = -1816204.720189
  nChanged 41
		SP:Iteration 13Q (251.090000 sec): 3 clusters
  Score: Raw -1819410.222541 + Penalty 3187.285308 = -1816222.937233
  nChanged 34
		SP:Iteration 14Q (251.130000 sec): 3 clusters
  Score: Raw -1819430.471819 + Penalty 3187.285308 = -1816243.186511
  nChanged 46
		SP:Iteration 15Q (251.170000 sec): 3 clusters
  Score: Raw -1819490.181322 + Penalty 3187.285308 = -1816302.896014
  nChanged 51
		SP:Iteration 16Q (251.210000 sec): 3 clusters
  Score: Raw -1819590.532968 + Penalty 3187.285308 = -1816403.247660
  nChanged 57
		SP:Iteration 17Q (251.250000 sec): 3 clusters
  Score: Raw -1819631.966496 + Penalty 3187.285308 = -1816444.681188
  nChanged 41
		SP:Iteration 18Q (251.290000 sec): 3 clusters
  Score: Raw -1819643.176406 + Penalty 3187.285308 = -1816455.891098
  nChanged 17
		SP:Iteration 19Q (251.330000 sec): 3 clusters
  Score: Raw -1819647.343104 + Penalty 3187.285308 = -1816460.057796
  nChanged 9
		SP:Iteration 20F (251.370000 sec): 3 clusters
  Score: Raw -1819649.335289 + Penalty 3187.285308 = -1816462.049982
  nChanged 5
		SP:Iteration 21Q (251.410000 sec): 3 clusters
  Score: Raw -1819650.731759 + Penalty 3187.285308 = -1816463.446451
  nChanged 4
		SP:Iteration 22Q (251.450000 sec): 3 clusters
  Score: Raw -1819651.168061 + Penalty 3187.285308 = -1816463.882753
  nChanged 1
		SP:Iteration 23Q (251.490000 sec): 3 clusters
  Score: Raw -1819651.312469 + Penalty 3187.285308 = -1816464.027161
  nChanged 1
		SP:Iteration 24Q (251.530000 sec): 3 clusters
  Score: Raw -1819651.655473 + Penalty 3187.285308 = -1816464.370165
  nChanged 3
		SP:Iteration 25Q (251.570000 sec): 3 clusters
  Score: Raw -1819652.058043 + Penalty 3187.285308 = -1816464.772735
  nChanged 2
		SP:Iteration 26Q (251.610000 sec): 3 clusters
  Score: Raw -1819652.228576 + Penalty 3187.285308 = -1816464.943268
  nChanged 0
		SP:Iteration 27F (251.650000 sec): 3 clusters
  Score: Raw -1819652.228576 + Penalty 3187.285308 = -1816464.943268
  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 8.67 GB.

 Trying to split cluster 6 (16827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (251.710000 sec): 2 clusters
  Score: Raw -1669662.482060 + Penalty 1581.245253 = -1668081.236807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (251.750000 sec): 3 clusters
  Score: Raw -1659990.064617 + Penalty 3162.490506 = -1656827.574111
  nChanged 7638
		SP:Iteration 1F (251.800000 sec): 3 clusters
  Score: Raw -1668242.860433 + Penalty 3162.490506 = -1665080.369927
  nChanged 2759
		SP:Iteration 2F (251.840000 sec): 3 clusters
  Score: Raw -1673157.940014 + Penalty 3162.490506 = -1669995.449508
  nChanged 1966
		SP:Iteration 3F (251.890000 sec): 3 clusters
  Score: Raw -1675607.732201 + Penalty 3162.490506 = -1672445.241696
  nChanged 970
		SP:Iteration 4F (251.930000 sec): 3 clusters
  Score: Raw -1676337.732290 + Penalty 3162.490506 = -1673175.241784
  nChanged 527
		SP:Iteration 5Q (251.970000 sec): 3 clusters
  Score: Raw -1676612.518410 + Penalty 3162.490506 = -1673450.027904
  nChanged 320
		SP:Iteration 6Q (252.020000 sec): 3 clusters
  Score: Raw -1676780.743402 + Penalty 3162.490506 = -1673618.252896
  nChanged 251
		SP:Iteration 7Q (252.060000 sec): 3 clusters
  Score: Raw -1676946.866842 + Penalty 3162.490506 = -1673784.376336
  nChanged 183
		SP:Iteration 8Q (252.110000 sec): 3 clusters
  Score: Raw -1677073.866464 + Penalty 3162.490506 = -1673911.375958
  nChanged 146
		SP:Iteration 9Q (252.150000 sec): 3 clusters
  Score: Raw -1677171.930692 + Penalty 3162.490506 = -1674009.440186
  nChanged 109
		SP:Iteration 10Q (252.190000 sec): 3 clusters
  Score: Raw -1677225.644893 + Penalty 3162.490506 = -1674063.154387
  nChanged 77
		SP:Iteration 11Q (252.230000 sec): 3 clusters
  Score: Raw -1677246.658341 + Penalty 3162.490506 = -1674084.167835
  nChanged 46
		SP:Iteration 12Q (252.270000 sec): 3 clusters
  Score: Raw -1677254.138899 + Penalty 3162.490506 = -1674091.648393
  nChanged 32
		SP:Iteration 13Q (252.320000 sec): 3 clusters
  Score: Raw -1677259.473957 + Penalty 3162.490506 = -1674096.983451
  nChanged 25
		SP:Iteration 14Q (252.360000 sec): 3 clusters
  Score: Raw -1677262.437575 + Penalty 3162.490506 = -1674099.947069
  nChanged 23
		SP:Iteration 15Q (252.400000 sec): 3 clusters
  Score: Raw -1677265.045870 + Penalty 3162.490506 = -1674102.555364
  nChanged 14
		SP:Iteration 16Q (252.440000 sec): 3 clusters
  Score: Raw -1677267.741445 + Penalty 3162.490506 = -1674105.250939
  nChanged 8
		SP:Iteration 17Q (252.480000 sec): 3 clusters
  Score: Raw -1677268.467964 + Penalty 3162.490506 = -1674105.977458
  nChanged 11
		SP:Iteration 18Q (252.530000 sec): 3 clusters
  Score: Raw -1677269.709594 + Penalty 3162.490506 = -1674107.219088
  nChanged 8
		SP:Iteration 19Q (252.570000 sec): 3 clusters
  Score: Raw -1677270.552925 + Penalty 3162.490506 = -1674108.062419
  nChanged 3
		SP:Iteration 20F (252.610000 sec): 3 clusters
  Score: Raw -1677270.854733 + Penalty 3162.490506 = -1674108.364227
  nChanged 5
		SP:Iteration 21Q (252.650000 sec): 3 clusters
  Score: Raw -1677271.303566 + Penalty 3162.490506 = -1674108.813060
  nChanged 5
		SP:Iteration 22Q (252.690000 sec): 3 clusters
  Score: Raw -1677271.651471 + Penalty 3162.490506 = -1674109.160965
  nChanged 0
		SP:Iteration 23F (252.740000 sec): 3 clusters
  Score: Raw -1677271.651471 + Penalty 3162.490506 = -1674109.160965
  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 8.67 GB.

 Trying to split cluster 8 (106542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (253.110000 sec): 2 clusters
  Score: Raw -10630447.325800 + Penalty 1881.147865 = -10628566.177935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (253.400000 sec): 3 clusters
  Score: Raw -10561304.070926 + Penalty 3762.295730 = -10557541.775196
  nChanged 51027
		SP:Iteration 1F (253.690000 sec): 3 clusters
  Score: Raw -10596003.334347 + Penalty 3762.295730 = -10592241.038617
  nChanged 9711
		SP:Iteration 2F (253.980000 sec): 3 clusters
  Score: Raw -10608168.971959 + Penalty 3762.295730 = -10604406.676229
  nChanged 13796
		SP:Iteration 3F (254.290000 sec): 3 clusters
  Score: Raw -10629091.484255 + Penalty 3762.295730 = -10625329.188525
  nChanged 12813
		SP:Iteration 4F (254.580000 sec): 3 clusters
  Score: Raw -10644425.673192 + Penalty 3762.295730 = -10640663.377462
  nChanged 7343
		SP:Iteration 5F (254.880000 sec): 3 clusters
  Score: Raw -10648606.895514 + Penalty 3762.295730 = -10644844.599784
  nChanged 3244
		SP:Iteration 6Q (255.170000 sec): 3 clusters
  Score: Raw -10649427.967611 + Penalty 3762.295730 = -10645665.671881
  nChanged 1505
		SP:Iteration 7Q (255.460000 sec): 3 clusters
  Score: Raw -10649647.110977 + Penalty 3762.295730 = -10645884.815248
  nChanged 790
		SP:Iteration 8Q (255.740000 sec): 3 clusters
  Score: Raw -10649721.298481 + Penalty 3762.295730 = -10645959.002751
  nChanged 453
		SP:Iteration 9Q (256.030000 sec): 3 clusters
  Score: Raw -10649752.230660 + Penalty 3762.295730 = -10645989.934930
  nChanged 318
		SP:Iteration 10Q (256.320000 sec): 3 clusters
  Score: Raw -10649769.016313 + Penalty 3762.295730 = -10646006.720583
  nChanged 239
		SP:Iteration 11Q (256.610000 sec): 3 clusters
  Score: Raw -10649778.298858 + Penalty 3762.295730 = -10646016.003128
  nChanged 176
		SP:Iteration 12Q (256.890000 sec): 3 clusters
  Score: Raw -10649784.228913 + Penalty 3762.295730 = -10646021.933184
  nChanged 135
		SP:Iteration 13Q (257.180000 sec): 3 clusters
  Score: Raw -10649787.812430 + Penalty 3762.295730 = -10646025.516700
  nChanged 106
		SP:Iteration 14Q (257.470000 sec): 3 clusters
  Score: Raw -10649790.207769 + Penalty 3762.295730 = -10646027.912040
  nChanged 96
		SP:Iteration 15Q (257.760000 sec): 3 clusters
  Score: Raw -10649792.412012 + Penalty 3762.295730 = -10646030.116282
  nChanged 96
		SP:Iteration 16Q (258.050000 sec): 3 clusters
  Score: Raw -10649794.396366 + Penalty 3762.295730 = -10646032.100637
  nChanged 63
		SP:Iteration 17Q (258.330000 sec): 3 clusters
  Score: Raw -10649795.544133 + Penalty 3762.295730 = -10646033.248403
  nChanged 60
		SP:Iteration 18Q (258.620000 sec): 3 clusters
  Score: Raw -10649796.820837 + Penalty 3762.295730 = -10646034.525107
  nChanged 49
		SP:Iteration 19Q (258.910000 sec): 3 clusters
  Score: Raw -10649797.913710 + Penalty 3762.295730 = -10646035.617980
  nChanged 62
		SP:Iteration 20F (259.200000 sec): 3 clusters
  Score: Raw -10649799.125447 + Penalty 3762.295730 = -10646036.829718
  nChanged 60
		SP:Iteration 21Q (259.490000 sec): 3 clusters
  Score: Raw -10649800.257352 + Penalty 3762.295730 = -10646037.961622
  nChanged 52
		SP:Iteration 22Q (259.770000 sec): 3 clusters
  Score: Raw -10649801.325952 + Penalty 3762.295730 = -10646039.030223
  nChanged 55
		SP:Iteration 23Q (260.070000 sec): 3 clusters
  Score: Raw -10649802.301894 + Penalty 3762.295730 = -10646040.006164
  nChanged 49
		SP:Iteration 24Q (260.350000 sec): 3 clusters
  Score: Raw -10649803.150001 + Penalty 3762.295730 = -10646040.854271
  nChanged 49
		SP:Iteration 25Q (260.650000 sec): 3 clusters
  Score: Raw -10649803.889169 + Penalty 3762.295730 = -10646041.593439
  nChanged 42
		SP:Iteration 26Q (260.940000 sec): 3 clusters
  Score: Raw -10649804.643202 + Penalty 3762.295730 = -10646042.347473
  nChanged 37
		SP:Iteration 27Q (261.230000 sec): 3 clusters
  Score: Raw -10649805.265404 + Penalty 3762.295730 = -10646042.969675
  nChanged 31
		SP:Iteration 28Q (261.520000 sec): 3 clusters
  Score: Raw -10649805.687755 + Penalty 3762.295730 = -10646043.392026
  nChanged 23
		SP:Iteration 29Q (261.800000 sec): 3 clusters
  Score: Raw -10649806.001503 + Penalty 3762.295730 = -10646043.705774
  nChanged 26
		SP:Iteration 30Q (262.090000 sec): 3 clusters
  Score: Raw -10649806.432358 + Penalty 3762.295730 = -10646044.136629
  nChanged 24
		SP:Iteration 31Q (262.380000 sec): 3 clusters
  Score: Raw -10649806.809198 + Penalty 3762.295730 = -10646044.513469
  nChanged 30
		SP:Iteration 32Q (262.670000 sec): 3 clusters
  Score: Raw -10649807.206220 + Penalty 3762.295730 = -10646044.910490
  nChanged 22
		SP:Iteration 33Q (262.960000 sec): 3 clusters
  Score: Raw -10649807.461105 + Penalty 3762.295730 = -10646045.165375
  nChanged 18
		SP:Iteration 34Q (263.250000 sec): 3 clusters
  Score: Raw -10649807.679157 + Penalty 3762.295730 = -10646045.383427
  nChanged 12
		SP:Iteration 35Q (263.540000 sec): 3 clusters
  Score: Raw -10649807.819883 + Penalty 3762.295730 = -10646045.524153
  nChanged 13
		SP:Iteration 36Q (263.820000 sec): 3 clusters
  Score: Raw -10649807.979074 + Penalty 3762.295730 = -10646045.683344
  nChanged 17
		SP:Iteration 37Q (264.110000 sec): 3 clusters
  Score: Raw -10649808.180262 + Penalty 3762.295730 = -10646045.884532
  nChanged 12
		SP:Iteration 38Q (264.410000 sec): 3 clusters
  Score: Raw -10649808.321562 + Penalty 3762.295730 = -10646046.025833
  nChanged 15
		SP:Iteration 39Q (264.700000 sec): 3 clusters
  Score: Raw -10649808.482682 + Penalty 3762.295730 = -10646046.186952
  nChanged 10
		SP:Iteration 40F (264.990000 sec): 3 clusters
  Score: Raw -10649808.627733 + Penalty 3762.295730 = -10646046.332004
  nChanged 10
		SP:Iteration 41Q (265.280000 sec): 3 clusters
  Score: Raw -10649808.759611 + Penalty 3762.295730 = -10646046.463882
  nChanged 13
		SP:Iteration 42Q (265.570000 sec): 3 clusters
  Score: Raw -10649808.903958 + Penalty 3762.295730 = -10646046.608228
  nChanged 12
		SP:Iteration 43Q (265.860000 sec): 3 clusters
  Score: Raw -10649809.047570 + Penalty 3762.295730 = -10646046.751840
  nChanged 17
		SP:Iteration 44Q (266.160000 sec): 3 clusters
  Score: Raw -10649809.209401 + Penalty 3762.295730 = -10646046.913671
  nChanged 5
		SP:Iteration 45Q (266.450000 sec): 3 clusters
  Score: Raw -10649809.249557 + Penalty 3762.295730 = -10646046.953827
  nChanged 6
		SP:Iteration 46Q (266.740000 sec): 3 clusters
  Score: Raw -10649809.297797 + Penalty 3762.295730 = -10646047.002067
  nChanged 6
		SP:Iteration 47Q (267.030000 sec): 3 clusters
  Score: Raw -10649809.356972 + Penalty 3762.295730 = -10646047.061242
  nChanged 7
		SP:Iteration 48Q (267.320000 sec): 3 clusters
  Score: Raw -10649809.431049 + Penalty 3762.295730 = -10646047.135319
  nChanged 5
		SP:Iteration 49Q (267.620000 sec): 3 clusters
  Score: Raw -10649809.479525 + Penalty 3762.295730 = -10646047.183795
  nChanged 6
		SP:Iteration 50Q (267.910000 sec): 3 clusters
  Score: Raw -10649809.537052 + Penalty 3762.295730 = -10646047.241322
  nChanged 5
		SP:Iteration 51Q (268.210000 sec): 3 clusters
  Score: Raw -10649809.585101 + Penalty 3762.295730 = -10646047.289371
  nChanged 6
		SP:Iteration 52Q (268.510000 sec): 3 clusters
  Score: Raw -10649809.643261 + Penalty 3762.295730 = -10646047.347531
  nChanged 7
		SP:Iteration 53Q (268.810000 sec): 3 clusters
  Score: Raw -10649809.712794 + Penalty 3762.295730 = -10646047.417064
  nChanged 7
		SP:Iteration 54Q (269.100000 sec): 3 clusters
  Score: Raw -10649809.755385 + Penalty 3762.295730 = -10646047.459655
  nChanged 2
		SP:Iteration 55Q (269.380000 sec): 3 clusters
  Score: Raw -10649809.767628 + Penalty 3762.295730 = -10646047.471898
  nChanged 4
		SP:Iteration 56Q (269.680000 sec): 3 clusters
  Score: Raw -10649809.797312 + Penalty 3762.295730 = -10646047.501582
  nChanged 3
		SP:Iteration 57Q (269.960000 sec): 3 clusters
  Score: Raw -10649809.826941 + Penalty 3762.295730 = -10646047.531212
  nChanged 4
		SP:Iteration 58Q (270.250000 sec): 3 clusters
  Score: Raw -10649809.856300 + Penalty 3762.295730 = -10646047.560571
  nChanged 1
		SP:Iteration 59Q (270.540000 sec): 3 clusters
  Score: Raw -10649809.861632 + Penalty 3762.295730 = -10646047.565902
  nChanged 0
		SP:Iteration 60F (270.830000 sec): 3 clusters
  Score: Raw -10649809.861632 + Penalty 3762.295730 = -10646047.565902
  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 8.67 GB.

 Trying to split cluster 9 (42103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (271.000000 sec): 2 clusters
  Score: Raw -4175546.421242 + Penalty 1730.279570 = -4173816.141672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (271.120000 sec): 3 clusters
  Score: Raw -4149169.703242 + Penalty 3460.559140 = -4145709.144103
  nChanged 19715
		SP:Iteration 1F (271.230000 sec): 3 clusters
  Score: Raw -4160734.130016 + Penalty 3460.559140 = -4157273.570876
  nChanged 2164
		SP:Iteration 2F (271.350000 sec): 3 clusters
  Score: Raw -4161903.012277 + Penalty 3460.559140 = -4158442.453137
  nChanged 2635
		SP:Iteration 3F (271.460000 sec): 3 clusters
  Score: Raw -4164040.577976 + Penalty 3460.559140 = -4160580.018836
  nChanged 3376
		SP:Iteration 4F (271.580000 sec): 3 clusters
  Score: Raw -4168107.994355 + Penalty 3460.559140 = -4164647.435216
  nChanged 4187
		SP:Iteration 5F (271.700000 sec): 3 clusters
  Score: Raw -4175045.838854 + Penalty 3460.559140 = -4171585.279714
  nChanged 4231
		SP:Iteration 6F (271.810000 sec): 3 clusters
  Score: Raw -4183291.304216 + Penalty 3460.559140 = -4179830.745076
  nChanged 3464
		SP:Iteration 7F (271.930000 sec): 3 clusters
  Score: Raw -4190126.417604 + Penalty 3460.559140 = -4186665.858464
  nChanged 2284
		SP:Iteration 8F (272.040000 sec): 3 clusters
  Score: Raw -4195554.208515 + Penalty 3460.559140 = -4192093.649375
  nChanged 1402
		SP:Iteration 9Q (272.140000 sec): 3 clusters
  Score: Raw -4197917.079809 + Penalty 3460.559140 = -4194456.520670
  nChanged 855
		SP:Iteration 10Q (272.230000 sec): 3 clusters
  Score: Raw -4198672.388857 + Penalty 3460.559140 = -4195211.829717
  nChanged 479
		SP:Iteration 11Q (272.320000 sec): 3 clusters
  Score: Raw -4198973.428116 + Penalty 3460.559140 = -4195512.868976
  nChanged 273
		SP:Iteration 12Q (272.410000 sec): 3 clusters
  Score: Raw -4199075.722055 + Penalty 3460.559140 = -4195615.162915
  nChanged 174
		SP:Iteration 13Q (272.500000 sec): 3 clusters
  Score: Raw -4199119.915670 + Penalty 3460.559140 = -4195659.356530
  nChanged 98
		SP:Iteration 14Q (272.590000 sec): 3 clusters
  Score: Raw -4199137.890643 + Penalty 3460.559140 = -4195677.331504
  nChanged 71
		SP:Iteration 15Q (272.680000 sec): 3 clusters
  Score: Raw -4199146.373935 + Penalty 3460.559140 = -4195685.814795
  nChanged 43
		SP:Iteration 16Q (272.770000 sec): 3 clusters
  Score: Raw -4199150.505531 + Penalty 3460.559140 = -4195689.946391
  nChanged 30
		SP:Iteration 17Q (272.860000 sec): 3 clusters
  Score: Raw -4199153.067557 + Penalty 3460.559140 = -4195692.508417
  nChanged 15
		SP:Iteration 18Q (272.950000 sec): 3 clusters
  Score: Raw -4199154.206274 + Penalty 3460.559140 = -4195693.647135
  nChanged 13
		SP:Iteration 19Q (273.040000 sec): 3 clusters
  Score: Raw -4199154.794009 + Penalty 3460.559140 = -4195694.234869
  nChanged 4
		SP:Iteration 20F (273.160000 sec): 3 clusters
  Score: Raw -4199154.930169 + Penalty 3460.559140 = -4195694.371029
  nChanged 1
		SP:Iteration 21Q (273.250000 sec): 3 clusters
  Score: Raw -4199154.964772 + Penalty 3460.559140 = -4195694.405632
  nChanged 1
		SP:Iteration 22Q (273.340000 sec): 3 clusters
  Score: Raw -4199154.978294 + Penalty 3460.559140 = -4195694.419155
  nChanged 2
		SP:Iteration 23Q (273.430000 sec): 3 clusters
  Score: Raw -4199155.004264 + Penalty 3460.559140 = -4195694.445125
  nChanged 0
		SP:Iteration 24F (273.550000 sec): 3 clusters
  Score: Raw -4199155.004264 + Penalty 3460.559140 = -4195694.445125
  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 8.67 GB.

 Trying to split cluster 10 (19650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (273.620000 sec): 2 clusters
  Score: Raw -1731327.190301 + Penalty 1606.447800 = -1729720.742501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (273.680000 sec): 3 clusters
  Score: Raw -1719613.560386 + Penalty 3212.895601 = -1716400.664786
  nChanged 8882
		SP:Iteration 1F (273.730000 sec): 3 clusters
  Score: Raw -1727610.640291 + Penalty 3212.895601 = -1724397.744690
  nChanged 2642
		SP:Iteration 2F (273.780000 sec): 3 clusters
  Score: Raw -1732885.708481 + Penalty 3212.895601 = -1729672.812880
  nChanged 2726
		SP:Iteration 3F (273.830000 sec): 3 clusters
  Score: Raw -1739958.386571 + Penalty 3212.895601 = -1736745.490970
  nChanged 2196
		SP:Iteration 4F (273.880000 sec): 3 clusters
  Score: Raw -1747662.850800 + Penalty 3212.895601 = -1744449.955199
  nChanged 1219
		SP:Iteration 5F (273.940000 sec): 3 clusters
  Score: Raw -1752953.818810 + Penalty 3212.895601 = -1749740.923209
  nChanged 716
		SP:Iteration 6Q (273.980000 sec): 3 clusters
  Score: Raw -1755882.360629 + Penalty 3212.895601 = -1752669.465028
  nChanged 449
		SP:Iteration 7Q (274.020000 sec): 3 clusters
  Score: Raw -1759985.801030 + Penalty 3212.895601 = -1756772.905429
  nChanged 201
		SP:Iteration 8Q (274.060000 sec): 3 clusters
  Score: Raw -1764131.300338 + Penalty 3212.895601 = -1760918.404737
  nChanged 56
		SP:Iteration 9Q (274.090000 sec): 3 clusters
  Score: Raw -1764338.103550 + Penalty 3212.895601 = -1761125.207950
  nChanged 36
		SP:Iteration 10Q (274.130000 sec): 3 clusters
  Score: Raw -1764411.500222 + Penalty 3212.895601 = -1761198.604621
  nChanged 22
		SP:Iteration 11Q (274.170000 sec): 3 clusters
  Score: Raw -1764433.471515 + Penalty 3212.895601 = -1761220.575915
  nChanged 14
		SP:Iteration 12Q (274.200000 sec): 3 clusters
  Score: Raw -1764441.947409 + Penalty 3212.895601 = -1761229.051808
  nChanged 5
		SP:Iteration 13Q (274.240000 sec): 3 clusters
  Score: Raw -1764442.878410 + Penalty 3212.895601 = -1761229.982809
  nChanged 3
		SP:Iteration 14Q (274.280000 sec): 3 clusters
  Score: Raw -1764443.521258 + Penalty 3212.895601 = -1761230.625657
  nChanged 2
		SP:Iteration 15Q (274.310000 sec): 3 clusters
  Score: Raw -1764443.797028 + Penalty 3212.895601 = -1761230.901428
  nChanged 1
		SP:Iteration 16Q (274.350000 sec): 3 clusters
  Score: Raw -1764443.891992 + Penalty 3212.895601 = -1761230.996391
  nChanged 0
		SP:Iteration 17F (274.400000 sec): 3 clusters
  Score: Raw -1764443.891992 + Penalty 3212.895601 = -1761230.996391
  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 8.67 GB.

 Trying to split cluster 11 (62162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (274.600000 sec): 2 clusters
  Score: Raw -6144895.945059 + Penalty 1793.593613 = -6143102.351445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (274.780000 sec): 3 clusters
  Score: Raw -6105189.404393 + Penalty 3587.187227 = -6101602.217166
  nChanged 29407
		SP:Iteration 1F (274.940000 sec): 3 clusters
  Score: Raw -6125328.817328 + Penalty 3587.187227 = -6121741.630101
  nChanged 5418
		SP:Iteration 2F (275.110000 sec): 3 clusters
  Score: Raw -6131166.955195 + Penalty 3587.187227 = -6127579.767969
  nChanged 6644
		SP:Iteration 3F (275.290000 sec): 3 clusters
  Score: Raw -6138607.557947 + Penalty 3587.187227 = -6135020.370720
  nChanged 5919
		SP:Iteration 4F (275.460000 sec): 3 clusters
  Score: Raw -6144463.231523 + Penalty 3587.187227 = -6140876.044296
  nChanged 4280
		SP:Iteration 5F (275.620000 sec): 3 clusters
  Score: Raw -6148913.320643 + Penalty 3587.187227 = -6145326.133416
  nChanged 3046
		SP:Iteration 6Q (275.800000 sec): 3 clusters
  Score: Raw -6152660.039016 + Penalty 3587.187227 = -6149072.851789
  nChanged 2407
		SP:Iteration 7Q (275.970000 sec): 3 clusters
  Score: Raw -6155576.098012 + Penalty 3587.187227 = -6151988.910785
  nChanged 2144
		SP:Iteration 8Q (276.130000 sec): 3 clusters
  Score: Raw -6157795.793646 + Penalty 3587.187227 = -6154208.606419
  nChanged 1919
		SP:Iteration 9Q (276.280000 sec): 3 clusters
  Score: Raw -6159296.084183 + Penalty 3587.187227 = -6155708.896956
  nChanged 1607
		SP:Iteration 10Q (276.430000 sec): 3 clusters
  Score: Raw -6160265.098969 + Penalty 3587.187227 = -6156677.911743
  nChanged 1372
		SP:Iteration 11Q (276.580000 sec): 3 clusters
  Score: Raw -6160982.802137 + Penalty 3587.187227 = -6157395.614910
  nChanged 1232
		SP:Iteration 12Q (276.730000 sec): 3 clusters
  Score: Raw -6161549.247289 + Penalty 3587.187227 = -6157962.060062
  nChanged 1083
		SP:Iteration 13Q (276.880000 sec): 3 clusters
  Score: Raw -6162033.532703 + Penalty 3587.187227 = -6158446.345476
  nChanged 962
		SP:Iteration 14Q (277.020000 sec): 3 clusters
  Score: Raw -6162450.320129 + Penalty 3587.187227 = -6158863.132902
  nChanged 867
		SP:Iteration 15Q (277.160000 sec): 3 clusters
  Score: Raw -6162804.546820 + Penalty 3587.187227 = -6159217.359594
  nChanged 787
		SP:Iteration 16Q (277.320000 sec): 3 clusters
  Score: Raw -6163125.791151 + Penalty 3587.187227 = -6159538.603924
  nChanged 672
		SP:Iteration 17Q (277.460000 sec): 3 clusters
  Score: Raw -6163398.924737 + Penalty 3587.187227 = -6159811.737510
  nChanged 582
		SP:Iteration 18Q (277.610000 sec): 3 clusters
  Score: Raw -6163624.918484 + Penalty 3587.187227 = -6160037.731257
  nChanged 513
		SP:Iteration 19Q (277.760000 sec): 3 clusters
  Score: Raw -6163845.675309 + Penalty 3587.187227 = -6160258.488082
  nChanged 495
		SP:Iteration 20F (277.920000 sec): 3 clusters
  Score: Raw -6164050.602778 + Penalty 3587.187227 = -6160463.415551
  nChanged 430
		SP:Iteration 21Q (278.070000 sec): 3 clusters
  Score: Raw -6164233.964070 + Penalty 3587.187227 = -6160646.776843
  nChanged 399
		SP:Iteration 22Q (278.220000 sec): 3 clusters
  Score: Raw -6164355.282854 + Penalty 3587.187227 = -6160768.095627
  nChanged 327
		SP:Iteration 23Q (278.360000 sec): 3 clusters
  Score: Raw -6164419.261044 + Penalty 3587.187227 = -6160832.073817
  nChanged 227
		SP:Iteration 24Q (278.510000 sec): 3 clusters
  Score: Raw -6164449.669233 + Penalty 3587.187227 = -6160862.482006
  nChanged 180
		SP:Iteration 25Q (278.650000 sec): 3 clusters
  Score: Raw -6164467.766415 + Penalty 3587.187227 = -6160880.579188
  nChanged 127
		SP:Iteration 26Q (278.810000 sec): 3 clusters
  Score: Raw -6164477.953115 + Penalty 3587.187227 = -6160890.765888
  nChanged 99
		SP:Iteration 27Q (278.950000 sec): 3 clusters
  Score: Raw -6164484.592038 + Penalty 3587.187227 = -6160897.404811
  nChanged 81
		SP:Iteration 28Q (279.090000 sec): 3 clusters
  Score: Raw -6164489.831480 + Penalty 3587.187227 = -6160902.644253
  nChanged 67
		SP:Iteration 29Q (279.240000 sec): 3 clusters
  Score: Raw -6164493.229921 + Penalty 3587.187227 = -6160906.042694
  nChanged 56
		SP:Iteration 30Q (279.380000 sec): 3 clusters
  Score: Raw -6164496.891600 + Penalty 3587.187227 = -6160909.704374
  nChanged 49
		SP:Iteration 31Q (279.530000 sec): 3 clusters
  Score: Raw -6164498.984489 + Penalty 3587.187227 = -6160911.797262
  nChanged 29
		SP:Iteration 32Q (279.670000 sec): 3 clusters
  Score: Raw -6164499.795690 + Penalty 3587.187227 = -6160912.608463
  nChanged 13
		SP:Iteration 33Q (279.820000 sec): 3 clusters
  Score: Raw -6164500.068925 + Penalty 3587.187227 = -6160912.881698
  nChanged 13
		SP:Iteration 34Q (279.960000 sec): 3 clusters
  Score: Raw -6164500.420565 + Penalty 3587.187227 = -6160913.233338
  nChanged 10
		SP:Iteration 35Q (280.110000 sec): 3 clusters
  Score: Raw -6164500.617689 + Penalty 3587.187227 = -6160913.430463
  nChanged 6
		SP:Iteration 36Q (280.260000 sec): 3 clusters
  Score: Raw -6164500.701257 + Penalty 3587.187227 = -6160913.514030
  nChanged 7
		SP:Iteration 37Q (280.400000 sec): 3 clusters
  Score: Raw -6164500.815660 + Penalty 3587.187227 = -6160913.628433
  nChanged 2
		SP:Iteration 38Q (280.550000 sec): 3 clusters
  Score: Raw -6164500.864526 + Penalty 3587.187227 = -6160913.677300
  nChanged 1
		SP:Iteration 39Q (280.690000 sec): 3 clusters
  Score: Raw -6164500.867797 + Penalty 3587.187227 = -6160913.680570
  nChanged 0
		SP:Iteration 40F (280.860000 sec): 3 clusters
  Score: Raw -6164500.867797 + Penalty 3587.187227 = -6160913.680570
  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 8.67 GB.

 Trying to split cluster 12 (114289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (281.230000 sec): 2 clusters
  Score: Raw -11588317.014726 + Penalty 1892.553911 = -11586424.460815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (281.550000 sec): 3 clusters
  Score: Raw -11513793.965925 + Penalty 3785.107822 = -11510008.858102
  nChanged 54821
		SP:Iteration 1F (281.870000 sec): 3 clusters
  Score: Raw -11549872.849222 + Penalty 3785.107822 = -11546087.741399
  nChanged 7408
		SP:Iteration 2F (282.190000 sec): 3 clusters
  Score: Raw -11556152.671916 + Penalty 3785.107822 = -11552367.564094
  nChanged 9270
		SP:Iteration 3F (282.520000 sec): 3 clusters
  Score: Raw -11564742.603231 + Penalty 3785.107822 = -11560957.495409
  nChanged 10342
		SP:Iteration 4F (282.840000 sec): 3 clusters
  Score: Raw -11573496.842249 + Penalty 3785.107822 = -11569711.734427
  nChanged 9314
		SP:Iteration 5F (283.150000 sec): 3 clusters
  Score: Raw -11579781.075457 + Penalty 3785.107822 = -11575995.967635
  nChanged 7076
		SP:Iteration 6F (283.470000 sec): 3 clusters
  Score: Raw -11583516.583459 + Penalty 3785.107822 = -11579731.475637
  nChanged 5051
		SP:Iteration 7Q (283.800000 sec): 3 clusters
  Score: Raw -11585790.458954 + Penalty 3785.107822 = -11582005.351132
  nChanged 3761
		SP:Iteration 8Q (284.110000 sec): 3 clusters
  Score: Raw -11587465.905126 + Penalty 3785.107822 = -11583680.797304
  nChanged 3219
		SP:Iteration 9Q (284.430000 sec): 3 clusters
  Score: Raw -11588790.891033 + Penalty 3785.107822 = -11585005.783210
  nChanged 2917
		SP:Iteration 10Q (284.740000 sec): 3 clusters
  Score: Raw -11589930.861863 + Penalty 3785.107822 = -11586145.754041
  nChanged 2785
		SP:Iteration 11Q (285.050000 sec): 3 clusters
  Score: Raw -11591024.881319 + Penalty 3785.107822 = -11587239.773497
  nChanged 2635
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -11591979.425406 + Penalty 3785.107822 = -11588194.317583
  nChanged 2412
		SP:Iteration 13Q (285.670000 sec): 3 clusters
  Score: Raw -11592800.281647 + Penalty 3785.107822 = -11589015.173825
  nChanged 2111
		SP:Iteration 14Q (285.980000 sec): 3 clusters
  Score: Raw -11593433.843074 + Penalty 3785.107822 = -11589648.735252
  nChanged 1810
		SP:Iteration 15Q (286.290000 sec): 3 clusters
  Score: Raw -11593900.965094 + Penalty 3785.107822 = -11590115.857272
  nChanged 1567
		SP:Iteration 16Q (286.590000 sec): 3 clusters
  Score: Raw -11594258.490490 + Penalty 3785.107822 = -11590473.382667
  nChanged 1308
		SP:Iteration 17Q (286.890000 sec): 3 clusters
  Score: Raw -11594534.368643 + Penalty 3785.107822 = -11590749.260820
  nChanged 1196
		SP:Iteration 18Q (287.190000 sec): 3 clusters
  Score: Raw -11594784.773128 + Penalty 3785.107822 = -11590999.665306
  nChanged 1099
		SP:Iteration 19Q (287.490000 sec): 3 clusters
  Score: Raw -11595040.542518 + Penalty 3785.107822 = -11591255.434695
  nChanged 1155
		SP:Iteration 20F (287.810000 sec): 3 clusters
  Score: Raw -11595358.263976 + Penalty 3785.107822 = -11591573.156154
  nChanged 1301
		SP:Iteration 21Q (288.110000 sec): 3 clusters
  Score: Raw -11595791.570061 + Penalty 3785.107822 = -11592006.462238
  nChanged 1417
		SP:Iteration 22Q (288.410000 sec): 3 clusters
  Score: Raw -11596415.908539 + Penalty 3785.107822 = -11592630.800717
  nChanged 1750
		SP:Iteration 23Q (288.710000 sec): 3 clusters
  Score: Raw -11597439.129112 + Penalty 3785.107822 = -11593654.021290
  nChanged 1994
		SP:Iteration 24Q (289.010000 sec): 3 clusters
  Score: Raw -11598960.603090 + Penalty 3785.107822 = -11595175.495268
  nChanged 2314
		SP:Iteration 25Q (289.310000 sec): 3 clusters
  Score: Raw -11601015.917678 + Penalty 3785.107822 = -11597230.809856
  nChanged 2264
		SP:Iteration 26Q (289.600000 sec): 3 clusters
  Score: Raw -11602783.108454 + Penalty 3785.107822 = -11598998.000631
  nChanged 1843
		SP:Iteration 27Q (289.890000 sec): 3 clusters
  Score: Raw -11603658.334571 + Penalty 3785.107822 = -11599873.226748
  nChanged 1261
		SP:Iteration 28Q (290.180000 sec): 3 clusters
  Score: Raw -11604016.570916 + Penalty 3785.107822 = -11600231.463094
  nChanged 868
		SP:Iteration 29Q (290.460000 sec): 3 clusters
  Score: Raw -11604167.923632 + Penalty 3785.107822 = -11600382.815810
  nChanged 523
		SP:Iteration 30Q (290.750000 sec): 3 clusters
  Score: Raw -11604223.277364 + Penalty 3785.107822 = -11600438.169542
  nChanged 350
		SP:Iteration 31Q (291.030000 sec): 3 clusters
  Score: Raw -11604249.708402 + Penalty 3785.107822 = -11600464.600579
  nChanged 199
		SP:Iteration 32Q (291.310000 sec): 3 clusters
  Score: Raw -11604260.757803 + Penalty 3785.107822 = -11600475.649981
  nChanged 130
		SP:Iteration 33Q (291.590000 sec): 3 clusters
  Score: Raw -11604265.925478 + Penalty 3785.107822 = -11600480.817655
  nChanged 106
		SP:Iteration 34Q (291.880000 sec): 3 clusters
  Score: Raw -11604269.087812 + Penalty 3785.107822 = -11600483.979989
  nChanged 72
		SP:Iteration 35Q (292.160000 sec): 3 clusters
  Score: Raw -11604271.133025 + Penalty 3785.107822 = -11600486.025203
  nChanged 60
		SP:Iteration 36Q (292.450000 sec): 3 clusters
  Score: Raw -11604272.880030 + Penalty 3785.107822 = -11600487.772207
  nChanged 43
		SP:Iteration 37Q (292.730000 sec): 3 clusters
  Score: Raw -11604273.698648 + Penalty 3785.107822 = -11600488.590826
  nChanged 30
		SP:Iteration 38Q (293.010000 sec): 3 clusters
  Score: Raw -11604274.188861 + Penalty 3785.107822 = -11600489.081039
  nChanged 23
		SP:Iteration 39Q (293.300000 sec): 3 clusters
  Score: Raw -11604274.508657 + Penalty 3785.107822 = -11600489.400835
  nChanged 14
		SP:Iteration 40F (293.620000 sec): 3 clusters
  Score: Raw -11604274.677095 + Penalty 3785.107822 = -11600489.569272
  nChanged 12
		SP:Iteration 41Q (293.900000 sec): 3 clusters
  Score: Raw -11604274.801882 + Penalty 3785.107822 = -11600489.694060
  nChanged 10
		SP:Iteration 42Q (294.180000 sec): 3 clusters
  Score: Raw -11604274.886436 + Penalty 3785.107822 = -11600489.778614
  nChanged 8
		SP:Iteration 43Q (294.460000 sec): 3 clusters
  Score: Raw -11604274.945508 + Penalty 3785.107822 = -11600489.837685
  nChanged 6
		SP:Iteration 44Q (294.750000 sec): 3 clusters
  Score: Raw -11604274.990437 + Penalty 3785.107822 = -11600489.882614
  nChanged 3
		SP:Iteration 45Q (295.030000 sec): 3 clusters
  Score: Raw -11604275.014914 + Penalty 3785.107822 = -11600489.907092
  nChanged 1
		SP:Iteration 46Q (295.320000 sec): 3 clusters
  Score: Raw -11604275.032484 + Penalty 3785.107822 = -11600489.924662
  nChanged 4
		SP:Iteration 47Q (295.600000 sec): 3 clusters
  Score: Raw -11604275.079794 + Penalty 3785.107822 = -11600489.971972
  nChanged 4
		SP:Iteration 48Q (295.890000 sec): 3 clusters
  Score: Raw -11604275.135549 + Penalty 3785.107822 = -11600490.027726
  nChanged 4
		SP:Iteration 49Q (296.180000 sec): 3 clusters
  Score: Raw -11604275.166456 + Penalty 3785.107822 = -11600490.058634
  nChanged 2
		SP:Iteration 50Q (296.460000 sec): 3 clusters
  Score: Raw -11604275.172217 + Penalty 3785.107822 = -11600490.064395
  nChanged 0
		SP:Iteration 51F (296.780000 sec): 3 clusters
  Score: Raw -11604275.172217 + Penalty 3785.107822 = -11600490.064395
  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 8.67 GB.

 Trying to split cluster 13 (82939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (297.040000 sec): 2 clusters
  Score: Raw -7916249.127735 + Penalty 1840.452360 = -7914408.675375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (297.270000 sec): 3 clusters
  Score: Raw -7862730.710038 + Penalty 3680.904720 = -7859049.805318
  nChanged 39560
		SP:Iteration 1F (297.510000 sec): 3 clusters
  Score: Raw -7889442.989285 + Penalty 3680.904720 = -7885762.084565
  nChanged 7212
		SP:Iteration 2F (297.730000 sec): 3 clusters
  Score: Raw -7899034.690418 + Penalty 3680.904720 = -7895353.785698
  nChanged 9766
		SP:Iteration 3F (297.960000 sec): 3 clusters
  Score: Raw -7912489.269821 + Penalty 3680.904720 = -7908808.365101
  nChanged 9145
		SP:Iteration 4F (298.190000 sec): 3 clusters
  Score: Raw -7922459.932918 + Penalty 3680.904720 = -7918779.028198
  nChanged 6263
		SP:Iteration 5F (298.420000 sec): 3 clusters
  Score: Raw -7927088.136669 + Penalty 3680.904720 = -7923407.231949
  nChanged 3795
		SP:Iteration 6Q (298.640000 sec): 3 clusters
  Score: Raw -7928764.581651 + Penalty 3680.904720 = -7925083.676931
  nChanged 2270
		SP:Iteration 7Q (298.870000 sec): 3 clusters
  Score: Raw -7929430.507654 + Penalty 3680.904720 = -7925749.602934
  nChanged 1567
		SP:Iteration 8Q (299.100000 sec): 3 clusters
  Score: Raw -7929795.504993 + Penalty 3680.904720 = -7926114.600273
  nChanged 1205
		SP:Iteration 9Q (299.320000 sec): 3 clusters
  Score: Raw -7930058.051995 + Penalty 3680.904720 = -7926377.147275
  nChanged 1078
		SP:Iteration 10Q (299.550000 sec): 3 clusters
  Score: Raw -7930272.700344 + Penalty 3680.904720 = -7926591.795624
  nChanged 950
		SP:Iteration 11Q (299.770000 sec): 3 clusters
  Score: Raw -7930446.704508 + Penalty 3680.904720 = -7926765.799788
  nChanged 879
		SP:Iteration 12Q (300.000000 sec): 3 clusters
  Score: Raw -7930598.916358 + Penalty 3680.904720 = -7926918.011638
  nChanged 794
		SP:Iteration 13Q (300.220000 sec): 3 clusters
  Score: Raw -7930726.403097 + Penalty 3680.904720 = -7927045.498377
  nChanged 729
		SP:Iteration 14Q (300.440000 sec): 3 clusters
  Score: Raw -7930836.843455 + Penalty 3680.904720 = -7927155.938735
  nChanged 676
		SP:Iteration 15Q (300.670000 sec): 3 clusters
  Score: Raw -7930933.615638 + Penalty 3680.904720 = -7927252.710918
  nChanged 595
		SP:Iteration 16Q (300.890000 sec): 3 clusters
  Score: Raw -7931014.356318 + Penalty 3680.904720 = -7927333.451598
  nChanged 556
		SP:Iteration 17Q (301.110000 sec): 3 clusters
  Score: Raw -7931083.069674 + Penalty 3680.904720 = -7927402.164954
  nChanged 543
		SP:Iteration 18Q (301.340000 sec): 3 clusters
  Score: Raw -7931149.183758 + Penalty 3680.904720 = -7927468.279038
  nChanged 475
		SP:Iteration 19Q (301.560000 sec): 3 clusters
  Score: Raw -7931203.571502 + Penalty 3680.904720 = -7927522.666782
  nChanged 418
		SP:Iteration 20F (301.780000 sec): 3 clusters
  Score: Raw -7931250.532034 + Penalty 3680.904720 = -7927569.627314
  nChanged 402
		SP:Iteration 21Q (302.010000 sec): 3 clusters
  Score: Raw -7931294.197425 + Penalty 3680.904720 = -7927613.292705
  nChanged 361
		SP:Iteration 22Q (302.230000 sec): 3 clusters
  Score: Raw -7931335.827889 + Penalty 3680.904720 = -7927654.923169
  nChanged 331
		SP:Iteration 23Q (302.450000 sec): 3 clusters
  Score: Raw -7931372.443960 + Penalty 3680.904720 = -7927691.539240
  nChanged 309
		SP:Iteration 24Q (302.680000 sec): 3 clusters
  Score: Raw -7931412.150669 + Penalty 3680.904720 = -7927731.245949
  nChanged 278
		SP:Iteration 25Q (302.890000 sec): 3 clusters
  Score: Raw -7931456.312238 + Penalty 3680.904720 = -7927775.407518
  nChanged 291
		SP:Iteration 26Q (303.110000 sec): 3 clusters
  Score: Raw -7931500.195937 + Penalty 3680.904720 = -7927819.291217
  nChanged 268
		SP:Iteration 27Q (303.330000 sec): 3 clusters
  Score: Raw -7931548.980656 + Penalty 3680.904720 = -7927868.075936
  nChanged 290
		SP:Iteration 28Q (303.550000 sec): 3 clusters
  Score: Raw -7931618.006660 + Penalty 3680.904720 = -7927937.101940
  nChanged 344
		SP:Iteration 29Q (303.760000 sec): 3 clusters
  Score: Raw -7931707.852045 + Penalty 3680.904720 = -7928026.947325
  nChanged 350
		SP:Iteration 30Q (303.980000 sec): 3 clusters
  Score: Raw -7931802.943278 + Penalty 3680.904720 = -7928122.038558
  nChanged 339
		SP:Iteration 31Q (304.180000 sec): 3 clusters
  Score: Raw -7931916.496604 + Penalty 3680.904720 = -7928235.591884
  nChanged 394
		SP:Iteration 32Q (304.400000 sec): 3 clusters
  Score: Raw -7932079.209880 + Penalty 3680.904720 = -7928398.305160
  nChanged 460
		SP:Iteration 33Q (304.600000 sec): 3 clusters
  Score: Raw -7932307.060970 + Penalty 3680.904720 = -7928626.156250
  nChanged 578
		SP:Iteration 34Q (304.800000 sec): 3 clusters
  Score: Raw -7932692.093285 + Penalty 3680.904720 = -7929011.188565
  nChanged 759
		SP:Iteration 35Q (305.010000 sec): 3 clusters
  Score: Raw -7933356.928477 + Penalty 3680.904720 = -7929676.023757
  nChanged 1002
		SP:Iteration 36Q (305.210000 sec): 3 clusters
  Score: Raw -7934279.385444 + Penalty 3680.904720 = -7930598.480724
  nChanged 1216
		SP:Iteration 37Q (305.410000 sec): 3 clusters
  Score: Raw -7935212.550768 + Penalty 3680.904720 = -7931531.646048
  nChanged 1335
		SP:Iteration 38Q (305.610000 sec): 3 clusters
  Score: Raw -7935995.341842 + Penalty 3680.904720 = -7932314.437122
  nChanged 1379
		SP:Iteration 39Q (305.810000 sec): 3 clusters
  Score: Raw -7936611.469040 + Penalty 3680.904720 = -7932930.564320
  nChanged 1362
		SP:Iteration 40F (306.050000 sec): 3 clusters
  Score: Raw -7937173.767944 + Penalty 3680.904720 = -7933492.863224
  nChanged 1459
		SP:Iteration 41Q (306.260000 sec): 3 clusters
  Score: Raw -7937859.536253 + Penalty 3680.904720 = -7934178.631533
  nChanged 1720
		SP:Iteration 42Q (306.450000 sec): 3 clusters
  Score: Raw -7938842.517557 + Penalty 3680.904720 = -7935161.612837
  nChanged 2092
		SP:Iteration 43Q (306.640000 sec): 3 clusters
  Score: Raw -7940470.583226 + Penalty 3680.904720 = -7936789.678506
  nChanged 2694
		SP:Iteration 44Q (306.840000 sec): 3 clusters
  Score: Raw -7943298.824245 + Penalty 3680.904720 = -7939617.919525
  nChanged 3083
		SP:Iteration 45Q (307.030000 sec): 3 clusters
  Score: Raw -7947120.079937 + Penalty 3680.904720 = -7943439.175217
  nChanged 2855
		SP:Iteration 46Q (307.220000 sec): 3 clusters
  Score: Raw -7951055.672249 + Penalty 3680.904720 = -7947374.767529
  nChanged 2448
		SP:Iteration 47Q (307.410000 sec): 3 clusters
  Score: Raw -7955238.521244 + Penalty 3680.904720 = -7951557.616524
  nChanged 2163
		SP:Iteration 48Q (307.590000 sec): 3 clusters
  Score: Raw -7960150.694339 + Penalty 3680.904720 = -7956469.789619
  nChanged 1490
		SP:Iteration 49Q (307.760000 sec): 3 clusters
  Score: Raw -7963085.914945 + Penalty 3680.904720 = -7959405.010225
  nChanged 637
		SP:Iteration 50Q (307.930000 sec): 3 clusters
  Score: Raw -7963712.645537 + Penalty 3680.904720 = -7960031.740817
  nChanged 206
		SP:Iteration 51Q (308.090000 sec): 3 clusters
  Score: Raw -7963823.774520 + Penalty 3680.904720 = -7960142.869800
  nChanged 94
		SP:Iteration 52Q (308.260000 sec): 3 clusters
  Score: Raw -7963864.303231 + Penalty 3680.904720 = -7960183.398511
  nChanged 51
		SP:Iteration 53Q (308.430000 sec): 3 clusters
  Score: Raw -7963873.620750 + Penalty 3680.904720 = -7960192.716030
  nChanged 25
		SP:Iteration 54Q (308.590000 sec): 3 clusters
  Score: Raw -7963877.914898 + Penalty 3680.904720 = -7960197.010178
  nChanged 9
		SP:Iteration 55Q (308.760000 sec): 3 clusters
  Score: Raw -7963878.442913 + Penalty 3680.904720 = -7960197.538193
  nChanged 2
		SP:Iteration 56Q (308.920000 sec): 3 clusters
  Score: Raw -7963879.814187 + Penalty 3680.904720 = -7960198.909467
  nChanged 2
		SP:Iteration 57Q (309.090000 sec): 3 clusters
  Score: Raw -7963879.853044 + Penalty 3680.904720 = -7960198.948324
  nChanged 3
		SP:Iteration 58Q (309.250000 sec): 3 clusters
  Score: Raw -7963879.911737 + Penalty 3680.904720 = -7960199.007017
  nChanged 1
		SP:Iteration 59Q (309.420000 sec): 3 clusters
  Score: Raw -7963879.940384 + Penalty 3680.904720 = -7960199.035664
  nChanged 0
		SP:Iteration 60F (309.660000 sec): 3 clusters
  Score: Raw -7963928.057658 + Penalty 3680.904720 = -7960247.152938
  nChanged 44
		SP:Iteration 61Q (309.840000 sec): 3 clusters
  Score: Raw -7963941.392096 + Penalty 3680.904720 = -7960260.487376
  nChanged 32
		SP:Iteration 62Q (310.020000 sec): 3 clusters
  Score: Raw -7963945.105475 + Penalty 3680.904720 = -7960264.200755
  nChanged 17
		SP:Iteration 63Q (310.200000 sec): 3 clusters
  Score: Raw -7963946.432068 + Penalty 3680.904720 = -7960265.527348
  nChanged 13
		SP:Iteration 64Q (310.370000 sec): 3 clusters
  Score: Raw -7963946.899185 + Penalty 3680.904720 = -7960265.994465
  nChanged 9
		SP:Iteration 65Q (310.530000 sec): 3 clusters
  Score: Raw -7963947.204503 + Penalty 3680.904720 = -7960266.299783
  nChanged 0
		SP:Iteration 66F (310.760000 sec): 3 clusters
  Score: Raw -7963947.204503 + Penalty 3680.904720 = -7960266.299783
  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 8.67 GB.

 Trying to split cluster 14 (11021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (310.850000 sec): 2 clusters
  Score: Raw -1053082.979722 + Penalty 1512.478146 = -1051570.501576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (310.880000 sec): 3 clusters
  Score: Raw -1046861.780518 + Penalty 3024.956292 = -1043836.824226
  nChanged 4790
		SP:Iteration 1F (310.900000 sec): 3 clusters
  Score: Raw -1049968.402738 + Penalty 3024.956292 = -1046943.446446
  nChanged 1007
		SP:Iteration 2F (310.930000 sec): 3 clusters
  Score: Raw -1050968.044867 + Penalty 3024.956292 = -1047943.088575
  nChanged 948
		SP:Iteration 3F (310.960000 sec): 3 clusters
  Score: Raw -1051849.593432 + Penalty 3024.956292 = -1048824.637140
  nChanged 829
		SP:Iteration 4F (310.990000 sec): 3 clusters
  Score: Raw -1052519.816298 + Penalty 3024.956292 = -1049494.860005
  nChanged 644
		SP:Iteration 5F (311.020000 sec): 3 clusters
  Score: Raw -1053023.753086 + Penalty 3024.956292 = -1049998.796793
  nChanged 560
		SP:Iteration 6F (311.040000 sec): 3 clusters
  Score: Raw -1053445.413129 + Penalty 3024.956292 = -1050420.456837
  nChanged 499
		SP:Iteration 7Q (311.070000 sec): 3 clusters
  Score: Raw -1053837.906513 + Penalty 3024.956292 = -1050812.950221
  nChanged 545
		SP:Iteration 8Q (311.100000 sec): 3 clusters
  Score: Raw -1054438.828489 + Penalty 3024.956292 = -1051413.872196
  nChanged 666
		SP:Iteration 9F (311.130000 sec): 3 clusters
  Score: Raw -1055589.004708 + Penalty 3024.956292 = -1052564.048416
  nChanged 807
		SP:Iteration 10F (311.160000 sec): 3 clusters
  Score: Raw -1057469.259657 + Penalty 3024.956292 = -1054444.303364
  nChanged 626
		SP:Iteration 11F (311.190000 sec): 3 clusters
  Score: Raw -1059506.858613 + Penalty 3024.956292 = -1056481.902321
  nChanged 482
		SP:Iteration 12Q (311.210000 sec): 3 clusters
  Score: Raw -1061872.238360 + Penalty 3024.956292 = -1058847.282067
  nChanged 223
		SP:Iteration 13Q (311.230000 sec): 3 clusters
  Score: Raw -1062182.718809 + Penalty 3024.956292 = -1059157.762516
  nChanged 98
		SP:Iteration 14Q (311.260000 sec): 3 clusters
  Score: Raw -1062232.733136 + Penalty 3024.956292 = -1059207.776843
  nChanged 39
		SP:Iteration 15Q (311.280000 sec): 3 clusters
  Score: Raw -1062241.029466 + Penalty 3024.956292 = -1059216.073174
  nChanged 11
		SP:Iteration 16Q (311.300000 sec): 3 clusters
  Score: Raw -1062242.514336 + Penalty 3024.956292 = -1059217.558044
  nChanged 4
		SP:Iteration 17Q (311.320000 sec): 3 clusters
  Score: Raw -1062243.173750 + Penalty 3024.956292 = -1059218.217458
  nChanged 2
		SP:Iteration 18Q (311.350000 sec): 3 clusters
  Score: Raw -1062243.516279 + Penalty 3024.956292 = -1059218.559986
  nChanged 2
		SP:Iteration 19Q (311.370000 sec): 3 clusters
  Score: Raw -1062243.699747 + Penalty 3024.956292 = -1059218.743455
  nChanged 1
		SP:Iteration 20F (311.400000 sec): 3 clusters
  Score: Raw -1062243.792213 + Penalty 3024.956292 = -1059218.835921
  nChanged 1
		SP:Iteration 21Q (311.420000 sec): 3 clusters
  Score: Raw -1062243.980015 + Penalty 3024.956292 = -1059219.023723
  nChanged 1
		SP:Iteration 22Q (311.440000 sec): 3 clusters
  Score: Raw -1062244.122238 + Penalty 3024.956292 = -1059219.165945
  nChanged 1
		SP:Iteration 23Q (311.460000 sec): 3 clusters
  Score: Raw -1062244.315559 + Penalty 3024.956292 = -1059219.359266
  nChanged 0
		SP:Iteration 24F (311.490000 sec): 3 clusters
  Score: Raw -1062244.315559 + Penalty 3024.956292 = -1059219.359266
  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 8.67 GB.

 Trying to split cluster 15 (13302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (311.540000 sec): 2 clusters
  Score: Raw -1064159.485587 + Penalty 1543.046323 = -1062616.439264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (311.570000 sec): 3 clusters
  Score: Raw -1056821.874529 + Penalty 3086.092646 = -1053735.781883
  nChanged 5986
		SP:Iteration 1F (311.610000 sec): 3 clusters
  Score: Raw -1065073.226730 + Penalty 3086.092646 = -1061987.134085
  nChanged 2190
		SP:Iteration 2F (311.640000 sec): 3 clusters
  Score: Raw -1070136.352948 + Penalty 3086.092646 = -1067050.260302
  nChanged 1515
		SP:Iteration 3F (311.680000 sec): 3 clusters
  Score: Raw -1074177.129236 + Penalty 3086.092646 = -1071091.036591
  nChanged 987
		SP:Iteration 4F (311.710000 sec): 3 clusters
  Score: Raw -1076666.037008 + Penalty 3086.092646 = -1073579.944362
  nChanged 734
		SP:Iteration 5F (311.750000 sec): 3 clusters
  Score: Raw -1078572.730735 + Penalty 3086.092646 = -1075486.638090
  nChanged 524
		SP:Iteration 6Q (311.780000 sec): 3 clusters
  Score: Raw -1079474.862354 + Penalty 3086.092646 = -1076388.769709
  nChanged 363
		SP:Iteration 7Q (311.810000 sec): 3 clusters
  Score: Raw -1079873.926583 + Penalty 3086.092646 = -1076787.833938
  nChanged 230
		SP:Iteration 8Q (311.840000 sec): 3 clusters
  Score: Raw -1080056.085821 + Penalty 3086.092646 = -1076969.993175
  nChanged 146
		SP:Iteration 9Q (311.870000 sec): 3 clusters
  Score: Raw -1080143.413749 + Penalty 3086.092646 = -1077057.321104
  nChanged 117
		SP:Iteration 10Q (311.900000 sec): 3 clusters
  Score: Raw -1080213.510235 + Penalty 3086.092646 = -1077127.417589
  nChanged 88
		SP:Iteration 11Q (311.920000 sec): 3 clusters
  Score: Raw -1080259.846982 + Penalty 3086.092646 = -1077173.754337
  nChanged 66
		SP:Iteration 12Q (311.950000 sec): 3 clusters
  Score: Raw -1080303.627428 + Penalty 3086.092646 = -1077217.534783
  nChanged 63
		SP:Iteration 13Q (311.980000 sec): 3 clusters
  Score: Raw -1080355.245072 + Penalty 3086.092646 = -1077269.152427
  nChanged 60
		SP:Iteration 14Q (312.010000 sec): 3 clusters
  Score: Raw -1080416.520611 + Penalty 3086.092646 = -1077330.427965
  nChanged 57
		SP:Iteration 15Q (312.040000 sec): 3 clusters
  Score: Raw -1080476.974171 + Penalty 3086.092646 = -1077390.881525
  nChanged 43
		SP:Iteration 16Q (312.060000 sec): 3 clusters
  Score: Raw -1080516.195647 + Penalty 3086.092646 = -1077430.103001
  nChanged 36
		SP:Iteration 17Q (312.090000 sec): 3 clusters
  Score: Raw -1080540.391001 + Penalty 3086.092646 = -1077454.298355
  nChanged 19
		SP:Iteration 18Q (312.120000 sec): 3 clusters
  Score: Raw -1080563.005571 + Penalty 3086.092646 = -1077476.912926
  nChanged 25
		SP:Iteration 19Q (312.140000 sec): 3 clusters
  Score: Raw -1080583.218253 + Penalty 3086.092646 = -1077497.125607
  nChanged 22
		SP:Iteration 20F (312.180000 sec): 3 clusters
  Score: Raw -1080690.127308 + Penalty 3086.092646 = -1077604.034663
  nChanged 61
		SP:Iteration 21Q (312.210000 sec): 3 clusters
  Score: Raw -1080799.434613 + Penalty 3086.092646 = -1077713.341967
  nChanged 56
		SP:Iteration 22Q (312.240000 sec): 3 clusters
  Score: Raw -1080851.754755 + Penalty 3086.092646 = -1077765.662109
  nChanged 42
		SP:Iteration 23Q (312.260000 sec): 3 clusters
  Score: Raw -1080892.175739 + Penalty 3086.092646 = -1077806.083093
  nChanged 42
		SP:Iteration 24Q (312.290000 sec): 3 clusters
  Score: Raw -1080911.290333 + Penalty 3086.092646 = -1077825.197688
  nChanged 44
		SP:Iteration 25Q (312.320000 sec): 3 clusters
  Score: Raw -1080926.453115 + Penalty 3086.092646 = -1077840.360469
  nChanged 41
		SP:Iteration 26Q (312.350000 sec): 3 clusters
  Score: Raw -1080939.801394 + Penalty 3086.092646 = -1077853.708748
  nChanged 36
		SP:Iteration 27Q (312.380000 sec): 3 clusters
  Score: Raw -1080950.443791 + Penalty 3086.092646 = -1077864.351145
  nChanged 33
		SP:Iteration 28Q (312.400000 sec): 3 clusters
  Score: Raw -1080956.866544 + Penalty 3086.092646 = -1077870.773898
  nChanged 26
		SP:Iteration 29Q (312.430000 sec): 3 clusters
  Score: Raw -1080963.566781 + Penalty 3086.092646 = -1077877.474136
  nChanged 28
		SP:Iteration 30Q (312.460000 sec): 3 clusters
  Score: Raw -1080971.203500 + Penalty 3086.092646 = -1077885.110855
  nChanged 26
		SP:Iteration 31Q (312.490000 sec): 3 clusters
  Score: Raw -1080980.063028 + Penalty 3086.092646 = -1077893.970382
  nChanged 26
		SP:Iteration 32Q (312.510000 sec): 3 clusters
  Score: Raw -1080993.349229 + Penalty 3086.092646 = -1077907.256583
  nChanged 40
		SP:Iteration 33Q (312.540000 sec): 3 clusters
  Score: Raw -1081017.052085 + Penalty 3086.092646 = -1077930.959439
  nChanged 61
		SP:Iteration 34Q (312.570000 sec): 3 clusters
  Score: Raw -1081060.406622 + Penalty 3086.092646 = -1077974.313977
  nChanged 78
		SP:Iteration 35Q (312.600000 sec): 3 clusters
  Score: Raw -1081112.185859 + Penalty 3086.092646 = -1078026.093213
  nChanged 74
		SP:Iteration 36Q (312.620000 sec): 3 clusters
  Score: Raw -1081175.353893 + Penalty 3086.092646 = -1078089.261247
  nChanged 77
		SP:Iteration 37Q (312.650000 sec): 3 clusters
  Score: Raw -1081227.846525 + Penalty 3086.092646 = -1078141.753879
  nChanged 59
		SP:Iteration 38Q (312.680000 sec): 3 clusters
  Score: Raw -1081257.628652 + Penalty 3086.092646 = -1078171.536006
  nChanged 51
		SP:Iteration 39Q (312.710000 sec): 3 clusters
  Score: Raw -1081280.473858 + Penalty 3086.092646 = -1078194.381212
  nChanged 50
		SP:Iteration 40F (312.740000 sec): 3 clusters
  Score: Raw -1081295.638143 + Penalty 3086.092646 = -1078209.545497
  nChanged 31
		SP:Iteration 41Q (312.770000 sec): 3 clusters
  Score: Raw -1081302.607778 + Penalty 3086.092646 = -1078216.515132
  nChanged 23
		SP:Iteration 42Q (312.800000 sec): 3 clusters
  Score: Raw -1081307.144360 + Penalty 3086.092646 = -1078221.051714
  nChanged 12
		SP:Iteration 43Q (312.820000 sec): 3 clusters
  Score: Raw -1081308.043787 + Penalty 3086.092646 = -1078221.951142
  nChanged 1
		SP:Iteration 44Q (312.850000 sec): 3 clusters
  Score: Raw -1081308.122175 + Penalty 3086.092646 = -1078222.029529
  nChanged 0
		SP:Iteration 45F (312.880000 sec): 3 clusters
  Score: Raw -1081308.122175 + Penalty 3086.092646 = -1078222.029529
  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 8.67 GB.

 Trying to split cluster 16 (20971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (312.950000 sec): 2 clusters
  Score: Raw -2042476.742218 + Penalty 1617.020569 = -2040859.721649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (313.010000 sec): 3 clusters
  Score: Raw -2030122.212125 + Penalty 3234.041138 = -2026888.170987
  nChanged 9496
		SP:Iteration 1F (313.060000 sec): 3 clusters
  Score: Raw -2038103.867474 + Penalty 3234.041138 = -2034869.826336
  nChanged 2721
		SP:Iteration 2F (313.120000 sec): 3 clusters
  Score: Raw -2043311.110854 + Penalty 3234.041138 = -2040077.069716
  nChanged 2978
		SP:Iteration 3F (313.180000 sec): 3 clusters
  Score: Raw -2047802.542752 + Penalty 3234.041138 = -2044568.501614
  nChanged 1794
		SP:Iteration 4F (313.240000 sec): 3 clusters
  Score: Raw -2049347.893478 + Penalty 3234.041138 = -2046113.852340
  nChanged 785
		SP:Iteration 5Q (313.290000 sec): 3 clusters
  Score: Raw -2049683.769279 + Penalty 3234.041138 = -2046449.728141
  nChanged 364
		SP:Iteration 6Q (313.340000 sec): 3 clusters
  Score: Raw -2049799.561729 + Penalty 3234.041138 = -2046565.520591
  nChanged 240
		SP:Iteration 7Q (313.400000 sec): 3 clusters
  Score: Raw -2049847.223498 + Penalty 3234.041138 = -2046613.182360
  nChanged 155
		SP:Iteration 8Q (313.450000 sec): 3 clusters
  Score: Raw -2049873.147320 + Penalty 3234.041138 = -2046639.106181
  nChanged 104
		SP:Iteration 9Q (313.500000 sec): 3 clusters
  Score: Raw -2049889.233043 + Penalty 3234.041138 = -2046655.191904
  nChanged 90
		SP:Iteration 10Q (313.560000 sec): 3 clusters
  Score: Raw -2049902.631908 + Penalty 3234.041138 = -2046668.590769
  nChanged 70
		SP:Iteration 11Q (313.610000 sec): 3 clusters
  Score: Raw -2049911.630593 + Penalty 3234.041138 = -2046677.589455
  nChanged 69
		SP:Iteration 12Q (313.660000 sec): 3 clusters
  Score: Raw -2049920.000158 + Penalty 3234.041138 = -2046685.959020
  nChanged 56
		SP:Iteration 13Q (313.720000 sec): 3 clusters
  Score: Raw -2049925.495851 + Penalty 3234.041138 = -2046691.454713
  nChanged 45
		SP:Iteration 14Q (313.770000 sec): 3 clusters
  Score: Raw -2049930.448922 + Penalty 3234.041138 = -2046696.407784
  nChanged 52
		SP:Iteration 15Q (313.820000 sec): 3 clusters
  Score: Raw -2049936.376831 + Penalty 3234.041138 = -2046702.335692
  nChanged 40
		SP:Iteration 16Q (313.870000 sec): 3 clusters
  Score: Raw -2049939.984795 + Penalty 3234.041138 = -2046705.943657
  nChanged 40
		SP:Iteration 17Q (313.920000 sec): 3 clusters
  Score: Raw -2049944.190212 + Penalty 3234.041138 = -2046710.149074
  nChanged 39
		SP:Iteration 18Q (313.980000 sec): 3 clusters
  Score: Raw -2049947.857038 + Penalty 3234.041138 = -2046713.815900
  nChanged 30
		SP:Iteration 19Q (314.030000 sec): 3 clusters
  Score: Raw -2049950.173224 + Penalty 3234.041138 = -2046716.132086
  nChanged 27
		SP:Iteration 20F (314.090000 sec): 3 clusters
  Score: Raw -2049951.955892 + Penalty 3234.041138 = -2046717.914754
  nChanged 17
		SP:Iteration 21Q (314.140000 sec): 3 clusters
  Score: Raw -2049952.989506 + Penalty 3234.041138 = -2046718.948368
  nChanged 14
		SP:Iteration 22Q (314.190000 sec): 3 clusters
  Score: Raw -2049953.824359 + Penalty 3234.041138 = -2046719.783221
  nChanged 15
		SP:Iteration 23Q (314.250000 sec): 3 clusters
  Score: Raw -2049954.836938 + Penalty 3234.041138 = -2046720.795800
  nChanged 12
		SP:Iteration 24Q (314.300000 sec): 3 clusters
  Score: Raw -2049955.509377 + Penalty 3234.041138 = -2046721.468239
  nChanged 5
		SP:Iteration 25Q (314.350000 sec): 3 clusters
  Score: Raw -2049955.733105 + Penalty 3234.041138 = -2046721.691967
  nChanged 7
		SP:Iteration 26Q (314.400000 sec): 3 clusters
  Score: Raw -2049955.986269 + Penalty 3234.041138 = -2046721.945131
  nChanged 6
		SP:Iteration 27Q (314.460000 sec): 3 clusters
  Score: Raw -2049956.394109 + Penalty 3234.041138 = -2046722.352971
  nChanged 5
		SP:Iteration 28Q (314.510000 sec): 3 clusters
  Score: Raw -2049956.715704 + Penalty 3234.041138 = -2046722.674566
  nChanged 7
		SP:Iteration 29Q (314.560000 sec): 3 clusters
  Score: Raw -2049957.053990 + Penalty 3234.041138 = -2046723.012851
  nChanged 6
		SP:Iteration 30Q (314.610000 sec): 3 clusters
  Score: Raw -2049957.338483 + Penalty 3234.041138 = -2046723.297344
  nChanged 2
		SP:Iteration 31Q (314.660000 sec): 3 clusters
  Score: Raw -2049957.456504 + Penalty 3234.041138 = -2046723.415366
  nChanged 3
		SP:Iteration 32Q (314.720000 sec): 3 clusters
  Score: Raw -2049957.651363 + Penalty 3234.041138 = -2046723.610225
  nChanged 3
		SP:Iteration 33Q (314.770000 sec): 3 clusters
  Score: Raw -2049957.778725 + Penalty 3234.041138 = -2046723.737587
  nChanged 7
		SP:Iteration 34Q (314.830000 sec): 3 clusters
  Score: Raw -2049958.036969 + Penalty 3234.041138 = -2046723.995830
  nChanged 9
		SP:Iteration 35Q (314.880000 sec): 3 clusters
  Score: Raw -2049958.433482 + Penalty 3234.041138 = -2046724.392344
  nChanged 5
		SP:Iteration 36Q (314.930000 sec): 3 clusters
  Score: Raw -2049958.677593 + Penalty 3234.041138 = -2046724.636455
  nChanged 9
		SP:Iteration 37Q (314.990000 sec): 3 clusters
  Score: Raw -2049959.065044 + Penalty 3234.041138 = -2046725.023906
  nChanged 6
		SP:Iteration 38Q (315.040000 sec): 3 clusters
  Score: Raw -2049959.416946 + Penalty 3234.041138 = -2046725.375808
  nChanged 6
		SP:Iteration 39Q (315.090000 sec): 3 clusters
  Score: Raw -2049959.684430 + Penalty 3234.041138 = -2046725.643291
  nChanged 3
		SP:Iteration 40F (315.150000 sec): 3 clusters
  Score: Raw -2049959.847022 + Penalty 3234.041138 = -2046725.805884
  nChanged 4
		SP:Iteration 41Q (315.200000 sec): 3 clusters
  Score: Raw -2049960.117954 + Penalty 3234.041138 = -2046726.076816
  nChanged 5
		SP:Iteration 42Q (315.250000 sec): 3 clusters
  Score: Raw -2049960.465574 + Penalty 3234.041138 = -2046726.424436
  nChanged 1
		SP:Iteration 43Q (315.300000 sec): 3 clusters
  Score: Raw -2049960.577366 + Penalty 3234.041138 = -2046726.536228
  nChanged 1
		SP:Iteration 44Q (315.360000 sec): 3 clusters
  Score: Raw -2049960.609109 + Penalty 3234.041138 = -2046726.567971
  nChanged 1
		SP:Iteration 45Q (315.410000 sec): 3 clusters
  Score: Raw -2049960.664774 + Penalty 3234.041138 = -2046726.623636
  nChanged 0
		SP:Iteration 46F (315.470000 sec): 3 clusters
  Score: Raw -2049960.664774 + Penalty 3234.041138 = -2046726.623636
  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 8.67 GB.

 Trying to split cluster 17 (104637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (315.820000 sec): 2 clusters
  Score: Raw -10800347.088795 + Penalty 1878.216031 = -10798468.872764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (316.110000 sec): 3 clusters
  Score: Raw -10732364.538713 + Penalty 3756.432061 = -10728608.106652
  nChanged 49933
		SP:Iteration 1F (316.400000 sec): 3 clusters
  Score: Raw -10762032.747228 + Penalty 3756.432061 = -10758276.315166
  nChanged 4134
		SP:Iteration 2Q (316.690000 sec): 3 clusters
  Score: Raw -10763484.584652 + Penalty 3756.432061 = -10759728.152590
  nChanged 5414
		SP:Iteration 3F (316.980000 sec): 3 clusters
  Score: Raw -10766183.732599 + Penalty 3756.432061 = -10762427.300537
  nChanged 7161
		SP:Iteration 4F (317.260000 sec): 3 clusters
  Score: Raw -10770968.837462 + Penalty 3756.432061 = -10767212.405401
  nChanged 8584
		SP:Iteration 5F (317.550000 sec): 3 clusters
  Score: Raw -10777891.184233 + Penalty 3756.432061 = -10774134.752172
  nChanged 8632
		SP:Iteration 6F (317.840000 sec): 3 clusters
  Score: Raw -10785388.397834 + Penalty 3756.432061 = -10781631.965773
  nChanged 7211
		SP:Iteration 7F (318.120000 sec): 3 clusters
  Score: Raw -10791554.357014 + Penalty 3756.432061 = -10787797.924953
  nChanged 5081
		SP:Iteration 8Q (318.420000 sec): 3 clusters
  Score: Raw -10795565.946494 + Penalty 3756.432061 = -10791809.514432
  nChanged 3297
		SP:Iteration 9Q (318.700000 sec): 3 clusters
  Score: Raw -10797947.941829 + Penalty 3756.432061 = -10794191.509768
  nChanged 2089
		SP:Iteration 10Q (318.990000 sec): 3 clusters
  Score: Raw -10799364.332231 + Penalty 3756.432061 = -10795607.900170
  nChanged 1385
		SP:Iteration 11Q (319.270000 sec): 3 clusters
  Score: Raw -10800278.429374 + Penalty 3756.432061 = -10796521.997312
  nChanged 847
		SP:Iteration 12Q (319.540000 sec): 3 clusters
  Score: Raw -10800841.177671 + Penalty 3756.432061 = -10797084.745610
  nChanged 556
		SP:Iteration 13Q (319.780000 sec): 3 clusters
  Score: Raw -10801217.562050 + Penalty 3756.432061 = -10797461.129988
  nChanged 353
		SP:Iteration 14Q (320.020000 sec): 3 clusters
  Score: Raw -10801466.894452 + Penalty 3756.432061 = -10797710.462391
  nChanged 259
		SP:Iteration 15Q (320.260000 sec): 3 clusters
  Score: Raw -10801658.617341 + Penalty 3756.432061 = -10797902.185280
  nChanged 184
		SP:Iteration 16Q (320.500000 sec): 3 clusters
  Score: Raw -10801801.028221 + Penalty 3756.432061 = -10798044.596159
  nChanged 148
		SP:Iteration 17Q (320.720000 sec): 3 clusters
  Score: Raw -10801896.310500 + Penalty 3756.432061 = -10798139.878438
  nChanged 126
		SP:Iteration 18Q (320.940000 sec): 3 clusters
  Score: Raw -10801985.352484 + Penalty 3756.432061 = -10798228.920423
  nChanged 100
		SP:Iteration 19Q (321.160000 sec): 3 clusters
  Score: Raw -10802046.834329 + Penalty 3756.432061 = -10798290.402267
  nChanged 82
		SP:Iteration 20F (321.440000 sec): 3 clusters
  Score: Raw -10802091.971107 + Penalty 3756.432061 = -10798335.539046
  nChanged 68
		SP:Iteration 21Q (321.650000 sec): 3 clusters
  Score: Raw -10802124.951789 + Penalty 3756.432061 = -10798368.519728
  nChanged 59
		SP:Iteration 22Q (321.860000 sec): 3 clusters
  Score: Raw -10802153.519284 + Penalty 3756.432061 = -10798397.087222
  nChanged 50
		SP:Iteration 23Q (322.080000 sec): 3 clusters
  Score: Raw -10802173.790641 + Penalty 3756.432061 = -10798417.358580
  nChanged 43
		SP:Iteration 24Q (322.290000 sec): 3 clusters
  Score: Raw -10802190.121167 + Penalty 3756.432061 = -10798433.689105
  nChanged 42
		SP:Iteration 25Q (322.510000 sec): 3 clusters
  Score: Raw -10802208.377958 + Penalty 3756.432061 = -10798451.945897
  nChanged 35
		SP:Iteration 26Q (322.720000 sec): 3 clusters
  Score: Raw -10802227.591436 + Penalty 3756.432061 = -10798471.159374
  nChanged 39
		SP:Iteration 27Q (322.920000 sec): 3 clusters
  Score: Raw -10802256.346774 + Penalty 3756.432061 = -10798499.914713
  nChanged 43
		SP:Iteration 28Q (323.140000 sec): 3 clusters
  Score: Raw -10802289.520890 + Penalty 3756.432061 = -10798533.088829
  nChanged 44
		SP:Iteration 29Q (323.340000 sec): 3 clusters
  Score: Raw -10802322.871026 + Penalty 3756.432061 = -10798566.438965
  nChanged 40
		SP:Iteration 30Q (323.550000 sec): 3 clusters
  Score: Raw -10802366.752114 + Penalty 3756.432061 = -10798610.320053
  nChanged 40
		SP:Iteration 31Q (323.750000 sec): 3 clusters
  Score: Raw -10802417.745631 + Penalty 3756.432061 = -10798661.313570
  nChanged 44
		SP:Iteration 32Q (323.960000 sec): 3 clusters
  Score: Raw -10802464.208177 + Penalty 3756.432061 = -10798707.776116
  nChanged 39
		SP:Iteration 33Q (324.160000 sec): 3 clusters
  Score: Raw -10802499.907833 + Penalty 3756.432061 = -10798743.475772
  nChanged 31
		SP:Iteration 34Q (324.370000 sec): 3 clusters
  Score: Raw -10802530.237365 + Penalty 3756.432061 = -10798773.805304
  nChanged 37
		SP:Iteration 35Q (324.580000 sec): 3 clusters
  Score: Raw -10802562.119484 + Penalty 3756.432061 = -10798805.687423
  nChanged 30
		SP:Iteration 36Q (324.780000 sec): 3 clusters
  Score: Raw -10802605.954651 + Penalty 3756.432061 = -10798849.522590
  nChanged 39
		SP:Iteration 37Q (324.990000 sec): 3 clusters
  Score: Raw -10802647.509144 + Penalty 3756.432061 = -10798891.077082
  nChanged 28
		SP:Iteration 38Q (325.190000 sec): 3 clusters
  Score: Raw -10802675.273695 + Penalty 3756.432061 = -10798918.841634
  nChanged 27
		SP:Iteration 39Q (325.400000 sec): 3 clusters
  Score: Raw -10802694.652100 + Penalty 3756.432061 = -10798938.220039
  nChanged 19
		SP:Iteration 40F (325.680000 sec): 3 clusters
  Score: Raw -10802706.050179 + Penalty 3756.432061 = -10798949.618118
  nChanged 15
		SP:Iteration 41Q (325.890000 sec): 3 clusters
  Score: Raw -10802711.406751 + Penalty 3756.432061 = -10798954.974690
  nChanged 5
		SP:Iteration 42Q (326.090000 sec): 3 clusters
  Score: Raw -10802712.686032 + Penalty 3756.432061 = -10798956.253970
  nChanged 2
		SP:Iteration 43Q (326.290000 sec): 3 clusters
  Score: Raw -10802713.061579 + Penalty 3756.432061 = -10798956.629518
  nChanged 1
		SP:Iteration 44Q (326.500000 sec): 3 clusters
  Score: Raw -10802713.400097 + Penalty 3756.432061 = -10798956.968035
  nChanged 1
		SP:Iteration 45Q (326.700000 sec): 3 clusters
  Score: Raw -10802713.752324 + Penalty 3756.432061 = -10798957.320262
  nChanged 0
		SP:Iteration 46F (326.980000 sec): 3 clusters
  Score: Raw -10802713.752324 + Penalty 3756.432061 = -10798957.320262
  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 8.67 GB.

 Trying to split cluster 18 (18907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (327.090000 sec): 2 clusters
  Score: Raw -1613904.990299 + Penalty 1600.184219 = -1612304.806080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (327.140000 sec): 3 clusters
  Score: Raw -1602965.873327 + Penalty 3200.368438 = -1599765.504888
  nChanged 8650
		SP:Iteration 1F (327.190000 sec): 3 clusters
  Score: Raw -1612959.802959 + Penalty 3200.368438 = -1609759.434521
  nChanged 2691
		SP:Iteration 2F (327.240000 sec): 3 clusters
  Score: Raw -1618181.196407 + Penalty 3200.368438 = -1614980.827969
  nChanged 2222
		SP:Iteration 3F (327.290000 sec): 3 clusters
  Score: Raw -1621376.163119 + Penalty 3200.368438 = -1618175.794680
  nChanged 1412
		SP:Iteration 4F (327.340000 sec): 3 clusters
  Score: Raw -1622981.156973 + Penalty 3200.368438 = -1619780.788534
  nChanged 913
		SP:Iteration 5Q (327.390000 sec): 3 clusters
  Score: Raw -1623720.266854 + Penalty 3200.368438 = -1620519.898415
  nChanged 656
		SP:Iteration 6Q (327.430000 sec): 3 clusters
  Score: Raw -1624236.986538 + Penalty 3200.368438 = -1621036.618099
  nChanged 483
		SP:Iteration 7Q (327.470000 sec): 3 clusters
  Score: Raw -1624692.403795 + Penalty 3200.368438 = -1621492.035357
  nChanged 437
		SP:Iteration 8Q (327.520000 sec): 3 clusters
  Score: Raw -1625350.137824 + Penalty 3200.368438 = -1622149.769386
  nChanged 440
		SP:Iteration 9Q (327.560000 sec): 3 clusters
  Score: Raw -1625803.385545 + Penalty 3200.368438 = -1622603.017106
  nChanged 382
		SP:Iteration 10Q (327.610000 sec): 3 clusters
  Score: Raw -1625998.242440 + Penalty 3200.368438 = -1622797.874001
  nChanged 293
		SP:Iteration 11Q (327.650000 sec): 3 clusters
  Score: Raw -1626080.410682 + Penalty 3200.368438 = -1622880.042244
  nChanged 199
		SP:Iteration 12Q (327.700000 sec): 3 clusters
  Score: Raw -1626137.395448 + Penalty 3200.368438 = -1622937.027009
  nChanged 167
		SP:Iteration 13Q (327.750000 sec): 3 clusters
  Score: Raw -1626184.870754 + Penalty 3200.368438 = -1622984.502315
  nChanged 140
		SP:Iteration 14Q (327.800000 sec): 3 clusters
  Score: Raw -1626225.189031 + Penalty 3200.368438 = -1623024.820593
  nChanged 126
		SP:Iteration 15Q (327.840000 sec): 3 clusters
  Score: Raw -1626257.622366 + Penalty 3200.368438 = -1623057.253928
  nChanged 81
		SP:Iteration 16Q (327.890000 sec): 3 clusters
  Score: Raw -1626274.075987 + Penalty 3200.368438 = -1623073.707549
  nChanged 83
		SP:Iteration 17Q (327.930000 sec): 3 clusters
  Score: Raw -1626288.429473 + Penalty 3200.368438 = -1623088.061035
  nChanged 68
		SP:Iteration 18Q (327.970000 sec): 3 clusters
  Score: Raw -1626297.341175 + Penalty 3200.368438 = -1623096.972736
  nChanged 54
		SP:Iteration 19Q (328.020000 sec): 3 clusters
  Score: Raw -1626302.799852 + Penalty 3200.368438 = -1623102.431414
  nChanged 44
		SP:Iteration 20F (328.070000 sec): 3 clusters
  Score: Raw -1626307.720236 + Penalty 3200.368438 = -1623107.351798
  nChanged 33
		SP:Iteration 21Q (328.110000 sec): 3 clusters
  Score: Raw -1626310.678482 + Penalty 3200.368438 = -1623110.310044
  nChanged 27
		SP:Iteration 22Q (328.150000 sec): 3 clusters
  Score: Raw -1626312.169130 + Penalty 3200.368438 = -1623111.800692
  nChanged 17
		SP:Iteration 23Q (328.200000 sec): 3 clusters
  Score: Raw -1626312.833735 + Penalty 3200.368438 = -1623112.465297
  nChanged 8
		SP:Iteration 24Q (328.240000 sec): 3 clusters
  Score: Raw -1626313.157481 + Penalty 3200.368438 = -1623112.789043
  nChanged 4
		SP:Iteration 25Q (328.290000 sec): 3 clusters
  Score: Raw -1626313.273217 + Penalty 3200.368438 = -1623112.904779
  nChanged 4
		SP:Iteration 26Q (328.330000 sec): 3 clusters
  Score: Raw -1626313.484588 + Penalty 3200.368438 = -1623113.116150
  nChanged 2
		SP:Iteration 27Q (328.380000 sec): 3 clusters
  Score: Raw -1626313.584411 + Penalty 3200.368438 = -1623113.215973
  nChanged 3
		SP:Iteration 28Q (328.420000 sec): 3 clusters
  Score: Raw -1626313.645846 + Penalty 3200.368438 = -1623113.277407
  nChanged 1
		SP:Iteration 29Q (328.470000 sec): 3 clusters
  Score: Raw -1626313.662346 + Penalty 3200.368438 = -1623113.293907
  nChanged 1
		SP:Iteration 30Q (328.510000 sec): 3 clusters
  Score: Raw -1626313.731312 + Penalty 3200.368438 = -1623113.362874
  nChanged 1
		SP:Iteration 31Q (328.560000 sec): 3 clusters
  Score: Raw -1626313.765421 + Penalty 3200.368438 = -1623113.396983
  nChanged 0
		SP:Iteration 32F (328.610000 sec): 3 clusters
  Score: Raw -1626313.765421 + Penalty 3200.368438 = -1623113.396983
  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 8.67 GB.

 Trying to split cluster 19 (13623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (328.650000 sec): 2 clusters
  Score: Raw -1327678.677161 + Penalty 1546.921158 = -1326131.756003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (328.690000 sec): 3 clusters
  Score: Raw -1319800.555842 + Penalty 3093.842316 = -1316706.713525
  nChanged 6031
		SP:Iteration 1F (328.720000 sec): 3 clusters
  Score: Raw -1324112.224827 + Penalty 3093.842316 = -1321018.382511
  nChanged 1276
		SP:Iteration 2F (328.760000 sec): 3 clusters
  Score: Raw -1326587.775894 + Penalty 3093.842316 = -1323493.933578
  nChanged 1563
		SP:Iteration 3F (328.790000 sec): 3 clusters
  Score: Raw -1329995.703779 + Penalty 3093.842316 = -1326901.861463
  nChanged 1105
		SP:Iteration 4F (328.830000 sec): 3 clusters
  Score: Raw -1332130.526524 + Penalty 3093.842316 = -1329036.684208
  nChanged 1080
		SP:Iteration 5F (328.860000 sec): 3 clusters
  Score: Raw -1333347.144899 + Penalty 3093.842316 = -1330253.302582
  nChanged 1217
		SP:Iteration 6F (328.900000 sec): 3 clusters
  Score: Raw -1335022.451444 + Penalty 3093.842316 = -1331928.609128
  nChanged 1346
		SP:Iteration 7F (328.930000 sec): 3 clusters
  Score: Raw -1337352.232363 + Penalty 3093.842316 = -1334258.390046
  nChanged 902
		SP:Iteration 8F (328.970000 sec): 3 clusters
  Score: Raw -1339518.603271 + Penalty 3093.842316 = -1336424.760955
  nChanged 397
		SP:Iteration 9Q (329.000000 sec): 3 clusters
  Score: Raw -1341195.042349 + Penalty 3093.842316 = -1338101.200033
  nChanged 202
		SP:Iteration 10Q (329.020000 sec): 3 clusters
  Score: Raw -1342960.112396 + Penalty 3093.842316 = -1339866.270079
  nChanged 76
		SP:Iteration 11Q (329.050000 sec): 3 clusters
  Score: Raw -1343513.773757 + Penalty 3093.842316 = -1340419.931440
  nChanged 25
		SP:Iteration 12Q (329.070000 sec): 3 clusters
  Score: Raw -1343576.322843 + Penalty 3093.842316 = -1340482.480527
  nChanged 13
		SP:Iteration 13Q (329.090000 sec): 3 clusters
  Score: Raw -1343591.925738 + Penalty 3093.842316 = -1340498.083421
  nChanged 8
		SP:Iteration 14Q (329.120000 sec): 3 clusters
  Score: Raw -1343597.122045 + Penalty 3093.842316 = -1340503.279729
  nChanged 4
		SP:Iteration 15Q (329.140000 sec): 3 clusters
  Score: Raw -1343598.913292 + Penalty 3093.842316 = -1340505.070976
  nChanged 1
		SP:Iteration 16Q (329.170000 sec): 3 clusters
  Score: Raw -1343599.165790 + Penalty 3093.842316 = -1340505.323473
  nChanged 0
		SP:Iteration 17F (329.200000 sec): 3 clusters
  Score: Raw -1343599.165790 + Penalty 3093.842316 = -1340505.323473
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Iteration 20F (359.920000 sec): 37 clusters
  Score: Raw -91662641.389691 + Penalty 80561.661782 = -91582079.727909
  nChanged 36100
Iteration 21Q (365.460000 sec): 37 clusters
  Score: Raw -91690110.421798 + Penalty 80561.661782 = -91609548.760016
  nChanged 17745
Iteration 22Q (370.360000 sec): 37 clusters
  Score: Raw -91701880.223310 + Penalty 80561.661782 = -91621318.561528
  nChanged 12520
Iteration 23Q (375.060000 sec): 37 clusters
  Score: Raw -91709718.388118 + Penalty 80561.661782 = -91629156.726336
  nChanged 10127
Iteration 24Q (379.640000 sec): 37 clusters
  Score: Raw -91715611.485479 + Penalty 80561.661782 = -91635049.823697
  nChanged 8775
Iteration 25Q (384.180000 sec): 37 clusters
  Score: Raw -91720358.371858 + Penalty 80561.661782 = -91639796.710076
  nChanged 7564
Iteration 26Q (388.670000 sec): 37 clusters
  Score: Raw -91724273.777890 + Penalty 80561.661782 = -91643712.116108
  nChanged 6765
Iteration 27Q (393.110000 sec): 37 clusters
  Score: Raw -91727786.618965 + Penalty 80561.661782 = -91647224.957183
  nChanged 6093
Iteration 28Q (397.500000 sec): 37 clusters
  Score: Raw -91731592.495893 + Penalty 80561.661782 = -91651030.834111
  nChanged 5541
Iteration 29Q (401.870000 sec): 37 clusters
  Score: Raw -91735423.012675 + Penalty 80561.661782 = -91654861.350893
  nChanged 5087
Iteration 30Q (406.210000 sec): 37 clusters
  Score: Raw -91737414.284363 + Penalty 80561.661782 = -91656852.622581
  nChanged 4530
Iteration 31Q (410.550000 sec): 37 clusters
  Score: Raw -91739019.462931 + Penalty 80561.661782 = -91658457.801149
  nChanged 4017
Iteration 32Q (414.840000 sec): 37 clusters
  Score: Raw -91740365.429637 + Penalty 80561.661782 = -91659803.767855
  nChanged 3577
Iteration 33Q (419.110000 sec): 37 clusters
  Score: Raw -91741573.004657 + Penalty 80561.661782 = -91661011.342875
  nChanged 3201
Iteration 34Q (423.390000 sec): 37 clusters
  Score: Raw -91742575.649542 + Penalty 80561.661782 = -91662013.987760
  nChanged 2852
Iteration 35Q (427.670000 sec): 37 clusters
  Score: Raw -91743348.662037 + Penalty 80561.661782 = -91662787.000255
  nChanged 2486
Iteration 36Q (431.920000 sec): 37 clusters
  Score: Raw -91743987.591027 + Penalty 80561.661782 = -91663425.929245
  nChanged 2106
Iteration 37Q (436.150000 sec): 37 clusters
  Score: Raw -91744457.096104 + Penalty 80561.661782 = -91663895.434322
  nChanged 1861
Iteration 38Q (440.370000 sec): 37 clusters
  Score: Raw -91744870.145118 + Penalty 80561.661782 = -91664308.483336
  nChanged 1705
Iteration 39Q (444.580000 sec): 37 clusters
  Score: Raw -91745237.332014 + Penalty 80561.661782 = -91664675.670232
  nChanged 1640
Iteration 40F (475.340000 sec): 37 clusters
  Score: Raw -91748057.541125 + Penalty 80561.661782 = -91667495.879343
  nChanged 3014
Iteration 41Q (479.850000 sec): 37 clusters
  Score: Raw -91749981.488464 + Penalty 80561.661782 = -91669419.826682
  nChanged 3322
Iteration 42Q (484.340000 sec): 37 clusters
  Score: Raw -91751572.112981 + Penalty 80561.661782 = -91671010.451199
  nChanged 3281
Iteration 43Q (488.820000 sec): 37 clusters
  Score: Raw -91753213.019510 + Penalty 80561.661782 = -91672651.357728
  nChanged 3173
Iteration 44Q (493.300000 sec): 37 clusters
  Score: Raw -91754811.507391 + Penalty 80561.661782 = -91674249.845609
  nChanged 2954
Iteration 45Q (497.750000 sec): 37 clusters
  Score: Raw -91755939.008478 + Penalty 80561.661782 = -91675377.346696
  nChanged 2560
Iteration 46Q (502.180000 sec): 37 clusters
  Score: Raw -91756766.574248 + Penalty 80561.661782 = -91676204.912466
  nChanged 2290
Iteration 47Q (506.600000 sec): 37 clusters
  Score: Raw -91757440.787846 + Penalty 80561.661782 = -91676879.126064
  nChanged 1948
Iteration 48Q (510.980000 sec): 37 clusters
  Score: Raw -91757957.949744 + Penalty 80561.661782 = -91677396.287962
  nChanged 1638
Iteration 49Q (515.360000 sec): 37 clusters
  Score: Raw -91758392.501870 + Penalty 80561.661782 = -91677830.840088
  nChanged 1500
Iteration 50Q (519.740000 sec): 37 clusters
  Score: Raw -91758737.618695 + Penalty 80561.661782 = -91678175.956913
  nChanged 1327
Iteration 51Q (524.100000 sec): 37 clusters
  Score: Raw -91759011.496176 + Penalty 80561.661782 = -91678449.834394
  nChanged 1121
Iteration 52Q (528.450000 sec): 37 clusters
  Score: Raw -91759219.064426 + Penalty 80561.661782 = -91678657.402644
  nChanged 990
Iteration 53Q (532.810000 sec): 37 clusters
  Score: Raw -91759400.669249 + Penalty 80561.661782 = -91678839.007467
  nChanged 911
Iteration 54Q (537.160000 sec): 37 clusters
  Score: Raw -91759553.463746 + Penalty 80561.661782 = -91678991.801964
  nChanged 807
Iteration 55Q (541.530000 sec): 37 clusters
  Score: Raw -91759661.750818 + Penalty 80561.661782 = -91679100.089036
  nChanged 652
Iteration 56Q (545.920000 sec): 37 clusters
  Score: Raw -91759755.046646 + Penalty 80561.661782 = -91679193.384864
  nChanged 612
Iteration 57Q (550.300000 sec): 37 clusters
  Score: Raw -91759837.351548 + Penalty 80561.661782 = -91679275.689766
  nChanged 519
Iteration 58Q (554.680000 sec): 37 clusters
  Score: Raw -91759903.326689 + Penalty 80561.661782 = -91679341.664907
  nChanged 459
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -91759903.326689 + Penalty 80561.661782 = -91679341.664907
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (18373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (554.880000 sec): 2 clusters
  Score: Raw -1689949.291708 + Penalty 1595.528590 = -1688353.763118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (554.930000 sec): 3 clusters
  Score: Raw -1678996.453075 + Penalty 3191.057179 = -1675805.395896
  nChanged 8342
		SP:Iteration 1F (554.970000 sec): 3 clusters
  Score: Raw -1684793.972766 + Penalty 3191.057179 = -1681602.915587
  nChanged 1635
		SP:Iteration 2F (555.030000 sec): 3 clusters
  Score: Raw -1686995.448169 + Penalty 3191.057179 = -1683804.390990
  nChanged 1879
		SP:Iteration 3F (555.080000 sec): 3 clusters
  Score: Raw -1689367.460663 + Penalty 3191.057179 = -1686176.403484
  nChanged 1785
		SP:Iteration 4F (555.130000 sec): 3 clusters
  Score: Raw -1691090.787007 + Penalty 3191.057179 = -1687899.729828
  nChanged 1248
		SP:Iteration 5F (555.170000 sec): 3 clusters
  Score: Raw -1692050.301070 + Penalty 3191.057179 = -1688859.243891
  nChanged 861
		SP:Iteration 6Q (555.220000 sec): 3 clusters
  Score: Raw -1692563.430661 + Penalty 3191.057179 = -1689372.373482
  nChanged 609
		SP:Iteration 7Q (555.270000 sec): 3 clusters
  Score: Raw -1692892.662423 + Penalty 3191.057179 = -1689701.605244
  nChanged 487
		SP:Iteration 8Q (555.320000 sec): 3 clusters
  Score: Raw -1693130.548144 + Penalty 3191.057179 = -1689939.490964
  nChanged 397
		SP:Iteration 9Q (555.360000 sec): 3 clusters
  Score: Raw -1693275.041574 + Penalty 3191.057179 = -1690083.984395
  nChanged 288
		SP:Iteration 10Q (555.410000 sec): 3 clusters
  Score: Raw -1693371.185456 + Penalty 3191.057179 = -1690180.128277
  nChanged 246
		SP:Iteration 11Q (555.450000 sec): 3 clusters
  Score: Raw -1693443.964477 + Penalty 3191.057179 = -1690252.907298
  nChanged 193
		SP:Iteration 12Q (555.500000 sec): 3 clusters
  Score: Raw -1693505.754796 + Penalty 3191.057179 = -1690314.697617
  nChanged 181
		SP:Iteration 13Q (555.550000 sec): 3 clusters
  Score: Raw -1693562.120435 + Penalty 3191.057179 = -1690371.063256
  nChanged 159
		SP:Iteration 14Q (555.600000 sec): 3 clusters
  Score: Raw -1693603.549394 + Penalty 3191.057179 = -1690412.492215
  nChanged 131
		SP:Iteration 15Q (555.640000 sec): 3 clusters
  Score: Raw -1693631.090705 + Penalty 3191.057179 = -1690440.033526
  nChanged 118
		SP:Iteration 16Q (555.690000 sec): 3 clusters
  Score: Raw -1693652.639494 + Penalty 3191.057179 = -1690461.582315
  nChanged 103
		SP:Iteration 17Q (555.730000 sec): 3 clusters
  Score: Raw -1693670.706313 + Penalty 3191.057179 = -1690479.649134
  nChanged 92
		SP:Iteration 18Q (555.780000 sec): 3 clusters
  Score: Raw -1693688.513475 + Penalty 3191.057179 = -1690497.456296
  nChanged 104
		SP:Iteration 19Q (555.830000 sec): 3 clusters
  Score: Raw -1693708.900807 + Penalty 3191.057179 = -1690517.843627
  nChanged 97
		SP:Iteration 20F (555.870000 sec): 3 clusters
  Score: Raw -1693726.734605 + Penalty 3191.057179 = -1690535.677426
  nChanged 103
		SP:Iteration 21Q (555.920000 sec): 3 clusters
  Score: Raw -1693742.707006 + Penalty 3191.057179 = -1690551.649827
  nChanged 92
		SP:Iteration 22Q (555.970000 sec): 3 clusters
  Score: Raw -1693757.351556 + Penalty 3191.057179 = -1690566.294377
  nChanged 100
		SP:Iteration 23Q (556.010000 sec): 3 clusters
  Score: Raw -1693776.008890 + Penalty 3191.057179 = -1690584.951711
  nChanged 90
		SP:Iteration 24Q (556.060000 sec): 3 clusters
  Score: Raw -1693792.016867 + Penalty 3191.057179 = -1690600.959688
  nChanged 94
		SP:Iteration 25Q (556.110000 sec): 3 clusters
  Score: Raw -1693810.043009 + Penalty 3191.057179 = -1690618.985830
  nChanged 92
		SP:Iteration 26Q (556.150000 sec): 3 clusters
  Score: Raw -1693827.919819 + Penalty 3191.057179 = -1690636.862640
  nChanged 102
		SP:Iteration 27Q (556.200000 sec): 3 clusters
  Score: Raw -1693847.348393 + Penalty 3191.057179 = -1690656.291213
  nChanged 112
		SP:Iteration 28Q (556.240000 sec): 3 clusters
  Score: Raw -1693872.837676 + Penalty 3191.057179 = -1690681.780497
  nChanged 104
		SP:Iteration 29Q (556.290000 sec): 3 clusters
  Score: Raw -1693893.866031 + Penalty 3191.057179 = -1690702.808851
  nChanged 91
		SP:Iteration 30Q (556.330000 sec): 3 clusters
  Score: Raw -1693913.262329 + Penalty 3191.057179 = -1690722.205150
  nChanged 89
		SP:Iteration 31Q (556.380000 sec): 3 clusters
  Score: Raw -1693931.906364 + Penalty 3191.057179 = -1690740.849185
  nChanged 99
		SP:Iteration 32Q (556.420000 sec): 3 clusters
  Score: Raw -1693954.937776 + Penalty 3191.057179 = -1690763.880597
  nChanged 106
		SP:Iteration 33Q (556.470000 sec): 3 clusters
  Score: Raw -1693982.478479 + Penalty 3191.057179 = -1690791.421300
  nChanged 124
		SP:Iteration 34Q (556.510000 sec): 3 clusters
  Score: Raw -1694014.555696 + Penalty 3191.057179 = -1690823.498516
  nChanged 119
		SP:Iteration 35Q (556.560000 sec): 3 clusters
  Score: Raw -1694049.262615 + Penalty 3191.057179 = -1690858.205436
  nChanged 137
		SP:Iteration 36Q (556.600000 sec): 3 clusters
  Score: Raw -1694089.757656 + Penalty 3191.057179 = -1690898.700477
  nChanged 127
		SP:Iteration 37Q (556.650000 sec): 3 clusters
  Score: Raw -1694123.245270 + Penalty 3191.057179 = -1690932.188091
  nChanged 108
		SP:Iteration 38Q (556.690000 sec): 3 clusters
  Score: Raw -1694150.924051 + Penalty 3191.057179 = -1690959.866871
  nChanged 114
		SP:Iteration 39Q (556.740000 sec): 3 clusters
  Score: Raw -1694178.358783 + Penalty 3191.057179 = -1690987.301603
  nChanged 105
		SP:Iteration 40F (556.790000 sec): 3 clusters
  Score: Raw -1694202.693077 + Penalty 3191.057179 = -1691011.635898
  nChanged 93
		SP:Iteration 41Q (556.840000 sec): 3 clusters
  Score: Raw -1694223.420279 + Penalty 3191.057179 = -1691032.363099
  nChanged 81
		SP:Iteration 42Q (556.880000 sec): 3 clusters
  Score: Raw -1694239.020708 + Penalty 3191.057179 = -1691047.963529
  nChanged 64
		SP:Iteration 43Q (556.920000 sec): 3 clusters
  Score: Raw -1694250.522438 + Penalty 3191.057179 = -1691059.465259
  nChanged 65
		SP:Iteration 44Q (556.970000 sec): 3 clusters
  Score: Raw -1694264.240498 + Penalty 3191.057179 = -1691073.183318
  nChanged 55
		SP:Iteration 45Q (557.010000 sec): 3 clusters
  Score: Raw -1694272.960496 + Penalty 3191.057179 = -1691081.903317
  nChanged 49
		SP:Iteration 46Q (557.050000 sec): 3 clusters
  Score: Raw -1694279.989664 + Penalty 3191.057179 = -1691088.932485
  nChanged 38
		SP:Iteration 47Q (557.090000 sec): 3 clusters
  Score: Raw -1694286.689529 + Penalty 3191.057179 = -1691095.632349
  nChanged 38
		SP:Iteration 48Q (557.130000 sec): 3 clusters
  Score: Raw -1694291.579412 + Penalty 3191.057179 = -1691100.522233
  nChanged 24
		SP:Iteration 49Q (557.170000 sec): 3 clusters
  Score: Raw -1694293.600414 + Penalty 3191.057179 = -1691102.543235
  nChanged 20
		SP:Iteration 50Q (557.220000 sec): 3 clusters
  Score: Raw -1694295.671417 + Penalty 3191.057179 = -1691104.614237
  nChanged 12
		SP:Iteration 51Q (557.260000 sec): 3 clusters
  Score: Raw -1694296.657470 + Penalty 3191.057179 = -1691105.600291
  nChanged 8
		SP:Iteration 52Q (557.300000 sec): 3 clusters
  Score: Raw -1694297.391298 + Penalty 3191.057179 = -1691106.334119
  nChanged 9
		SP:Iteration 53Q (557.350000 sec): 3 clusters
  Score: Raw -1694298.360327 + Penalty 3191.057179 = -1691107.303147
  nChanged 7
		SP:Iteration 54Q (557.390000 sec): 3 clusters
  Score: Raw -1694298.820160 + Penalty 3191.057179 = -1691107.762981
  nChanged 4
		SP:Iteration 55Q (557.430000 sec): 3 clusters
  Score: Raw -1694299.079993 + Penalty 3191.057179 = -1691108.022814
  nChanged 2
		SP:Iteration 56Q (557.470000 sec): 3 clusters
  Score: Raw -1694299.189007 + Penalty 3191.057179 = -1691108.131827
  nChanged 2
		SP:Iteration 57Q (557.520000 sec): 3 clusters
  Score: Raw -1694299.290383 + Penalty 3191.057179 = -1691108.233203
  nChanged 2
		SP:Iteration 58Q (557.560000 sec): 3 clusters
  Score: Raw -1694299.491027 + Penalty 3191.057179 = -1691108.433848
  nChanged 4
		SP:Iteration 59Q (557.600000 sec): 3 clusters
  Score: Raw -1694299.994586 + Penalty 3191.057179 = -1691108.937407
  nChanged 6
		SP:Iteration 60F (557.650000 sec): 3 clusters
  Score: Raw -1694300.943216 + Penalty 3191.057179 = -1691109.886036
  nChanged 6
		SP:Iteration 61Q (557.690000 sec): 3 clusters
  Score: Raw -1694301.819121 + Penalty 3191.057179 = -1691110.761941
  nChanged 8
		SP:Iteration 62Q (557.740000 sec): 3 clusters
  Score: Raw -1694302.794356 + Penalty 3191.057179 = -1691111.737177
  nChanged 7
		SP:Iteration 63Q (557.780000 sec): 3 clusters
  Score: Raw -1694303.494079 + Penalty 3191.057179 = -1691112.436899
  nChanged 1
		SP:Iteration 64Q (557.820000 sec): 3 clusters
  Score: Raw -1694303.605659 + Penalty 3191.057179 = -1691112.548480
  nChanged 1
		SP:Iteration 65Q (557.870000 sec): 3 clusters
  Score: Raw -1694303.799934 + Penalty 3191.057179 = -1691112.742754
  nChanged 2
		SP:Iteration 66Q (557.910000 sec): 3 clusters
  Score: Raw -1694303.933207 + Penalty 3191.057179 = -1691112.876027
  nChanged 1
		SP:Iteration 67Q (557.950000 sec): 3 clusters
  Score: Raw -1694304.042173 + Penalty 3191.057179 = -1691112.984993
  nChanged 1
		SP:Iteration 68Q (558.000000 sec): 3 clusters
  Score: Raw -1694304.148852 + Penalty 3191.057179 = -1691113.091673
  nChanged 1
		SP:Iteration 69Q (558.040000 sec): 3 clusters
  Score: Raw -1694304.202454 + Penalty 3191.057179 = -1691113.145275
  nChanged 1
		SP:Iteration 70Q (558.080000 sec): 3 clusters
  Score: Raw -1694304.230457 + Penalty 3191.057179 = -1691113.173278
  nChanged 0
		SP:Iteration 71F (558.130000 sec): 3 clusters
  Score: Raw -1694304.230457 + Penalty 3191.057179 = -1691113.173278
  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 8.67 GB.

 Trying to split cluster 2 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (558.150000 sec): 2 clusters
  Score: Raw -166827.220280 + Penalty 1211.297925 = -165615.922355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (558.160000 sec): 3 clusters
  Score: Raw -166193.396672 + Penalty 2422.595850 = -163770.800822
  nChanged 608
		SP:Iteration 1F (558.170000 sec): 3 clusters
  Score: Raw -166984.137254 + Penalty 2422.595850 = -164561.541404
  nChanged 223
		SP:Iteration 2F (558.170000 sec): 3 clusters
  Score: Raw -167310.093913 + Penalty 2422.595850 = -164887.498062
  nChanged 160
		SP:Iteration 3F (558.170000 sec): 3 clusters
  Score: Raw -167533.566985 + Penalty 2422.595850 = -165110.971134
  nChanged 119
		SP:Iteration 4F (558.180000 sec): 3 clusters
  Score: Raw -167775.027423 + Penalty 2422.595850 = -165352.431573
  nChanged 108
		SP:Iteration 5F (558.180000 sec): 3 clusters
  Score: Raw -168033.886162 + Penalty 2422.595850 = -165611.290311
  nChanged 95
		SP:Iteration 6F (558.190000 sec): 3 clusters
  Score: Raw -168344.198062 + Penalty 2422.595850 = -165921.602212
  nChanged 57
		SP:Iteration 7Q (558.190000 sec): 3 clusters
  Score: Raw -168468.117821 + Penalty 2422.595850 = -166045.521971
  nChanged 23
		SP:Iteration 8Q (558.190000 sec): 3 clusters
  Score: Raw -168495.579806 + Penalty 2422.595850 = -166072.983956
  nChanged 10
		SP:Iteration 9Q (558.200000 sec): 3 clusters
  Score: Raw -168508.203910 + Penalty 2422.595850 = -166085.608060
  nChanged 4
		SP:Iteration 10Q (558.200000 sec): 3 clusters
  Score: Raw -168514.167965 + Penalty 2422.595850 = -166091.572115
  nChanged 2
		SP:Iteration 11Q (558.210000 sec): 3 clusters
  Score: Raw -168515.756232 + Penalty 2422.595850 = -166093.160382
  nChanged 0
		SP:Iteration 12F (558.210000 sec): 3 clusters
  Score: Raw -168515.756232 + Penalty 2422.595850 = -166093.160382
  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 8.67 GB.

 Trying to split cluster 3 (102246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (558.560000 sec): 2 clusters
  Score: Raw -10313037.830550 + Penalty 1874.459755 = -10311163.370795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (558.840000 sec): 3 clusters
  Score: Raw -10246425.020191 + Penalty 3748.919510 = -10242676.100681
  nChanged 49096
		SP:Iteration 1F (559.130000 sec): 3 clusters
  Score: Raw -10275187.535895 + Penalty 3748.919510 = -10271438.616385
  nChanged 3764
		SP:Iteration 2Q (559.420000 sec): 3 clusters
  Score: Raw -10276341.438790 + Penalty 3748.919510 = -10272592.519280
  nChanged 4012
		SP:Iteration 3Q (559.710000 sec): 3 clusters
  Score: Raw -10277696.868558 + Penalty 3748.919510 = -10273947.949048
  nChanged 4337
		SP:Iteration 4Q (560.010000 sec): 3 clusters
  Score: Raw -10279377.351871 + Penalty 3748.919510 = -10275628.432361
  nChanged 4994
		SP:Iteration 5Q (560.310000 sec): 3 clusters
  Score: Raw -10281873.190019 + Penalty 3748.919510 = -10278124.270509
  nChanged 5783
		SP:Iteration 6F (560.600000 sec): 3 clusters
  Score: Raw -10285721.927239 + Penalty 3748.919510 = -10281973.007729
  nChanged 6809
		SP:Iteration 7F (560.890000 sec): 3 clusters
  Score: Raw -10291287.080732 + Penalty 3748.919510 = -10287538.161223
  nChanged 7391
		SP:Iteration 8F (561.170000 sec): 3 clusters
  Score: Raw -10297436.869325 + Penalty 3748.919510 = -10293687.949815
  nChanged 7005
		SP:Iteration 9F (561.450000 sec): 3 clusters
  Score: Raw -10302978.095832 + Penalty 3748.919510 = -10299229.176322
  nChanged 6085
		SP:Iteration 10F (561.730000 sec): 3 clusters
  Score: Raw -10307895.528181 + Penalty 3748.919510 = -10304146.608671
  nChanged 5077
		SP:Iteration 11Q (562.010000 sec): 3 clusters
  Score: Raw -10312380.104289 + Penalty 3748.919510 = -10308631.184779
  nChanged 4179
		SP:Iteration 12Q (562.280000 sec): 3 clusters
  Score: Raw -10315858.878237 + Penalty 3748.919510 = -10312109.958727
  nChanged 3238
		SP:Iteration 13Q (562.550000 sec): 3 clusters
  Score: Raw -10317957.835768 + Penalty 3748.919510 = -10314208.916258
  nChanged 2161
		SP:Iteration 14Q (562.810000 sec): 3 clusters
  Score: Raw -10318937.338775 + Penalty 3748.919510 = -10315188.419265
  nChanged 1442
		SP:Iteration 15Q (563.080000 sec): 3 clusters
  Score: Raw -10319408.072532 + Penalty 3748.919510 = -10315659.153022
  nChanged 986
		SP:Iteration 16Q (563.340000 sec): 3 clusters
  Score: Raw -10319658.209190 + Penalty 3748.919510 = -10315909.289680
  nChanged 706
		SP:Iteration 17Q (563.600000 sec): 3 clusters
  Score: Raw -10319796.683583 + Penalty 3748.919510 = -10316047.764073
  nChanged 529
		SP:Iteration 18Q (563.850000 sec): 3 clusters
  Score: Raw -10319889.652227 + Penalty 3748.919510 = -10316140.732718
  nChanged 420
		SP:Iteration 19Q (564.110000 sec): 3 clusters
  Score: Raw -10319948.744638 + Penalty 3748.919510 = -10316199.825128
  nChanged 309
		SP:Iteration 20F (564.390000 sec): 3 clusters
  Score: Raw -10319982.160535 + Penalty 3748.919510 = -10316233.241025
  nChanged 234
		SP:Iteration 21Q (564.650000 sec): 3 clusters
  Score: Raw -10320002.899172 + Penalty 3748.919510 = -10316253.979663
  nChanged 190
		SP:Iteration 22Q (564.900000 sec): 3 clusters
  Score: Raw -10320016.654897 + Penalty 3748.919510 = -10316267.735387
  nChanged 131
		SP:Iteration 23Q (565.160000 sec): 3 clusters
  Score: Raw -10320025.217954 + Penalty 3748.919510 = -10316276.298445
  nChanged 119
		SP:Iteration 24Q (565.410000 sec): 3 clusters
  Score: Raw -10320031.915138 + Penalty 3748.919510 = -10316282.995628
  nChanged 113
		SP:Iteration 25Q (565.670000 sec): 3 clusters
  Score: Raw -10320038.633080 + Penalty 3748.919510 = -10316289.713570
  nChanged 89
		SP:Iteration 26Q (565.940000 sec): 3 clusters
  Score: Raw -10320043.379150 + Penalty 3748.919510 = -10316294.459641
  nChanged 86
		SP:Iteration 27Q (566.190000 sec): 3 clusters
  Score: Raw -10320047.146975 + Penalty 3748.919510 = -10316298.227465
  nChanged 73
		SP:Iteration 28Q (566.450000 sec): 3 clusters
  Score: Raw -10320050.169009 + Penalty 3748.919510 = -10316301.249499
  nChanged 63
		SP:Iteration 29Q (566.700000 sec): 3 clusters
  Score: Raw -10320052.702237 + Penalty 3748.919510 = -10316303.782727
  nChanged 55
		SP:Iteration 30Q (566.950000 sec): 3 clusters
  Score: Raw -10320054.544505 + Penalty 3748.919510 = -10316305.624995
  nChanged 43
		SP:Iteration 31Q (567.210000 sec): 3 clusters
  Score: Raw -10320055.592378 + Penalty 3748.919510 = -10316306.672869
  nChanged 34
		SP:Iteration 32Q (567.460000 sec): 3 clusters
  Score: Raw -10320056.228196 + Penalty 3748.919510 = -10316307.308686
  nChanged 23
		SP:Iteration 33Q (567.720000 sec): 3 clusters
  Score: Raw -10320056.502211 + Penalty 3748.919510 = -10316307.582701
  nChanged 21
		SP:Iteration 34Q (567.970000 sec): 3 clusters
  Score: Raw -10320056.862421 + Penalty 3748.919510 = -10316307.942911
  nChanged 22
		SP:Iteration 35Q (568.230000 sec): 3 clusters
  Score: Raw -10320057.352503 + Penalty 3748.919510 = -10316308.432993
  nChanged 22
		SP:Iteration 36Q (568.490000 sec): 3 clusters
  Score: Raw -10320057.756456 + Penalty 3748.919510 = -10316308.836946
  nChanged 19
		SP:Iteration 37Q (568.740000 sec): 3 clusters
  Score: Raw -10320058.084246 + Penalty 3748.919510 = -10316309.164736
  nChanged 17
		SP:Iteration 38Q (568.990000 sec): 3 clusters
  Score: Raw -10320058.394145 + Penalty 3748.919510 = -10316309.474636
  nChanged 18
		SP:Iteration 39Q (569.240000 sec): 3 clusters
  Score: Raw -10320058.689205 + Penalty 3748.919510 = -10316309.769696
  nChanged 13
		SP:Iteration 40F (569.520000 sec): 3 clusters
  Score: Raw -10320058.838398 + Penalty 3748.919510 = -10316309.918888
  nChanged 12
		SP:Iteration 41Q (569.780000 sec): 3 clusters
  Score: Raw -10320058.988037 + Penalty 3748.919510 = -10316310.068527
  nChanged 11
		SP:Iteration 42Q (570.030000 sec): 3 clusters
  Score: Raw -10320059.103613 + Penalty 3748.919510 = -10316310.184103
  nChanged 12
		SP:Iteration 43Q (570.290000 sec): 3 clusters
  Score: Raw -10320059.219792 + Penalty 3748.919510 = -10316310.300283
  nChanged 8
		SP:Iteration 44Q (570.540000 sec): 3 clusters
  Score: Raw -10320059.297476 + Penalty 3748.919510 = -10316310.377966
  nChanged 10
		SP:Iteration 45Q (570.810000 sec): 3 clusters
  Score: Raw -10320059.397978 + Penalty 3748.919510 = -10316310.478469
  nChanged 9
		SP:Iteration 46Q (571.060000 sec): 3 clusters
  Score: Raw -10320059.513111 + Penalty 3748.919510 = -10316310.593601
  nChanged 11
		SP:Iteration 47Q (571.320000 sec): 3 clusters
  Score: Raw -10320059.629612 + Penalty 3748.919510 = -10316310.710102
  nChanged 7
		SP:Iteration 48Q (571.570000 sec): 3 clusters
  Score: Raw -10320059.718466 + Penalty 3748.919510 = -10316310.798957
  nChanged 11
		SP:Iteration 49Q (571.820000 sec): 3 clusters
  Score: Raw -10320059.915046 + Penalty 3748.919510 = -10316310.995536
  nChanged 14
		SP:Iteration 50Q (572.080000 sec): 3 clusters
  Score: Raw -10320060.130456 + Penalty 3748.919510 = -10316311.210946
  nChanged 16
		SP:Iteration 51Q (572.330000 sec): 3 clusters
  Score: Raw -10320060.327772 + Penalty 3748.919510 = -10316311.408262
  nChanged 13
		SP:Iteration 52Q (572.590000 sec): 3 clusters
  Score: Raw -10320060.448361 + Penalty 3748.919510 = -10316311.528852
  nChanged 8
		SP:Iteration 53Q (572.840000 sec): 3 clusters
  Score: Raw -10320060.538401 + Penalty 3748.919510 = -10316311.618891
  nChanged 9
		SP:Iteration 54Q (573.090000 sec): 3 clusters
  Score: Raw -10320060.645990 + Penalty 3748.919510 = -10316311.726480
  nChanged 8
		SP:Iteration 55Q (573.350000 sec): 3 clusters
  Score: Raw -10320060.722046 + Penalty 3748.919510 = -10316311.802536
  nChanged 4
		SP:Iteration 56Q (573.600000 sec): 3 clusters
  Score: Raw -10320060.779525 + Penalty 3748.919510 = -10316311.860015
  nChanged 9
		SP:Iteration 57Q (573.860000 sec): 3 clusters
  Score: Raw -10320060.916273 + Penalty 3748.919510 = -10316311.996763
  nChanged 10
		SP:Iteration 58Q (574.120000 sec): 3 clusters
  Score: Raw -10320061.047351 + Penalty 3748.919510 = -10316312.127841
  nChanged 10
		SP:Iteration 59Q (574.370000 sec): 3 clusters
  Score: Raw -10320061.202885 + Penalty 3748.919510 = -10316312.283375
  nChanged 11
		SP:Iteration 60F (574.650000 sec): 3 clusters
  Score: Raw -10320061.387141 + Penalty 3748.919510 = -10316312.467631
  nChanged 11
		SP:Iteration 61Q (574.910000 sec): 3 clusters
  Score: Raw -10320061.526273 + Penalty 3748.919510 = -10316312.606763
  nChanged 10
		SP:Iteration 62Q (575.170000 sec): 3 clusters
  Score: Raw -10320061.640791 + Penalty 3748.919510 = -10316312.721281
  nChanged 9
		SP:Iteration 63Q (575.430000 sec): 3 clusters
  Score: Raw -10320061.781695 + Penalty 3748.919510 = -10316312.862185
  nChanged 12
		SP:Iteration 64Q (575.690000 sec): 3 clusters
  Score: Raw -10320061.966000 + Penalty 3748.919510 = -10316313.046490
  nChanged 12
		SP:Iteration 65Q (575.940000 sec): 3 clusters
  Score: Raw -10320062.143234 + Penalty 3748.919510 = -10316313.223724
  nChanged 15
		SP:Iteration 66Q (576.190000 sec): 3 clusters
  Score: Raw -10320062.343523 + Penalty 3748.919510 = -10316313.424014
  nChanged 16
		SP:Iteration 67Q (576.450000 sec): 3 clusters
  Score: Raw -10320062.567341 + Penalty 3748.919510 = -10316313.647831
  nChanged 13
		SP:Iteration 68Q (576.710000 sec): 3 clusters
  Score: Raw -10320062.698950 + Penalty 3748.919510 = -10316313.779440
  nChanged 13
		SP:Iteration 69Q (576.960000 sec): 3 clusters
  Score: Raw -10320062.880408 + Penalty 3748.919510 = -10316313.960898
  nChanged 15
		SP:Iteration 70Q (577.210000 sec): 3 clusters
  Score: Raw -10320063.127158 + Penalty 3748.919510 = -10316314.207648
  nChanged 14
		SP:Iteration 71Q (577.470000 sec): 3 clusters
  Score: Raw -10320063.287124 + Penalty 3748.919510 = -10316314.367614
  nChanged 16
		SP:Iteration 72Q (577.720000 sec): 3 clusters
  Score: Raw -10320063.473210 + Penalty 3748.919510 = -10316314.553700
  nChanged 9
		SP:Iteration 73Q (577.980000 sec): 3 clusters
  Score: Raw -10320063.567094 + Penalty 3748.919510 = -10316314.647585
  nChanged 8
		SP:Iteration 74Q (578.230000 sec): 3 clusters
  Score: Raw -10320063.672523 + Penalty 3748.919510 = -10316314.753013
  nChanged 10
		SP:Iteration 75Q (578.490000 sec): 3 clusters
  Score: Raw -10320063.863415 + Penalty 3748.919510 = -10316314.943906
  nChanged 13
		SP:Iteration 76Q (578.750000 sec): 3 clusters
  Score: Raw -10320064.050132 + Penalty 3748.919510 = -10316315.130622
  nChanged 13
		SP:Iteration 77Q (579.010000 sec): 3 clusters
  Score: Raw -10320064.226294 + Penalty 3748.919510 = -10316315.306784
  nChanged 14
		SP:Iteration 78Q (579.270000 sec): 3 clusters
  Score: Raw -10320064.454723 + Penalty 3748.919510 = -10316315.535213
  nChanged 23
		SP:Iteration 79Q (579.520000 sec): 3 clusters
  Score: Raw -10320064.942777 + Penalty 3748.919510 = -10316316.023267
  nChanged 29
		SP:Iteration 80F (579.800000 sec): 3 clusters
  Score: Raw -10320065.653356 + Penalty 3748.919510 = -10316316.733847
  nChanged 32
		SP:Iteration 81Q (580.060000 sec): 3 clusters
  Score: Raw -10320066.315464 + Penalty 3748.919510 = -10316317.395954
  nChanged 24
		SP:Iteration 82Q (580.310000 sec): 3 clusters
  Score: Raw -10320066.814692 + Penalty 3748.919510 = -10316317.895182
  nChanged 28
		SP:Iteration 83Q (580.570000 sec): 3 clusters
  Score: Raw -10320067.259884 + Penalty 3748.919510 = -10316318.340374
  nChanged 20
		SP:Iteration 84Q (580.820000 sec): 3 clusters
  Score: Raw -10320067.584484 + Penalty 3748.919510 = -10316318.664975
  nChanged 22
		SP:Iteration 85Q (581.080000 sec): 3 clusters
  Score: Raw -10320067.852696 + Penalty 3748.919510 = -10316318.933186
  nChanged 16
		SP:Iteration 86Q (581.340000 sec): 3 clusters
  Score: Raw -10320068.053824 + Penalty 3748.919510 = -10316319.134314
  nChanged 9
		SP:Iteration 87Q (581.600000 sec): 3 clusters
  Score: Raw -10320068.139718 + Penalty 3748.919510 = -10316319.220208
  nChanged 6
		SP:Iteration 88Q (581.850000 sec): 3 clusters
  Score: Raw -10320068.196840 + Penalty 3748.919510 = -10316319.277330
  nChanged 2
		SP:Iteration 89Q (582.100000 sec): 3 clusters
  Score: Raw -10320068.220267 + Penalty 3748.919510 = -10316319.300757
  nChanged 4
		SP:Iteration 90Q (582.360000 sec): 3 clusters
  Score: Raw -10320068.252259 + Penalty 3748.919510 = -10316319.332749
  nChanged 3
		SP:Iteration 91Q (582.620000 sec): 3 clusters
  Score: Raw -10320068.274938 + Penalty 3748.919510 = -10316319.355428
  nChanged 1
		SP:Iteration 92Q (582.880000 sec): 3 clusters
  Score: Raw -10320068.279791 + Penalty 3748.919510 = -10316319.360282
  nChanged 2
		SP:Iteration 93Q (583.130000 sec): 3 clusters
  Score: Raw -10320068.290267 + Penalty 3748.919510 = -10316319.370757
  nChanged 0
		SP:Iteration 94F (583.420000 sec): 3 clusters
  Score: Raw -10320068.290267 + Penalty 3748.919510 = -10316319.370757
  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 8.67 GB.

 Trying to split cluster 4 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (583.500000 sec): 2 clusters
  Score: Raw -275901.311769 + Penalty 1295.805659 = -274605.506111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (583.510000 sec): 3 clusters
  Score: Raw -274620.533632 + Penalty 2591.611318 = -272028.922315
  nChanged 1092
		SP:Iteration 1F (583.520000 sec): 3 clusters
  Score: Raw -275546.089659 + Penalty 2591.611318 = -272954.478341
  nChanged 311
		SP:Iteration 2F (583.530000 sec): 3 clusters
  Score: Raw -275881.385344 + Penalty 2591.611318 = -273289.774026
  nChanged 278
		SP:Iteration 3F (583.530000 sec): 3 clusters
  Score: Raw -276326.821891 + Penalty 2591.611318 = -273735.210574
  nChanged 279
		SP:Iteration 4F (583.540000 sec): 3 clusters
  Score: Raw -277026.003622 + Penalty 2591.611318 = -274434.392305
  nChanged 267
		SP:Iteration 5F (583.550000 sec): 3 clusters
  Score: Raw -277732.932411 + Penalty 2591.611318 = -275141.321094
  nChanged 192
		SP:Iteration 6F (583.560000 sec): 3 clusters
  Score: Raw -278023.047874 + Penalty 2591.611318 = -275431.436556
  nChanged 92
		SP:Iteration 7Q (583.560000 sec): 3 clusters
  Score: Raw -278104.373075 + Penalty 2591.611318 = -275512.761758
  nChanged 34
		SP:Iteration 8Q (583.570000 sec): 3 clusters
  Score: Raw -278126.719418 + Penalty 2591.611318 = -275535.108101
  nChanged 12
		SP:Iteration 9Q (583.580000 sec): 3 clusters
  Score: Raw -278133.138959 + Penalty 2591.611318 = -275541.527641
  nChanged 6
		SP:Iteration 10Q (583.580000 sec): 3 clusters
  Score: Raw -278137.402673 + Penalty 2591.611318 = -275545.791356
  nChanged 2
		SP:Iteration 11Q (583.590000 sec): 3 clusters
  Score: Raw -278138.490027 + Penalty 2591.611318 = -275546.878710
  nChanged 0
		SP:Iteration 12F (583.600000 sec): 3 clusters
  Score: Raw -278138.490027 + Penalty 2591.611318 = -275546.878710
  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 8.67 GB.

 Trying to split cluster 5 (6766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (583.620000 sec): 2 clusters
  Score: Raw -635098.112902 + Penalty 1433.195619 = -633664.917282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (583.640000 sec): 3 clusters
  Score: Raw -631484.866126 + Penalty 2866.391239 = -628618.474887
  nChanged 2828
		SP:Iteration 1F (583.660000 sec): 3 clusters
  Score: Raw -633356.315475 + Penalty 2866.391239 = -630489.924237
  nChanged 635
		SP:Iteration 2F (583.680000 sec): 3 clusters
  Score: Raw -633880.692020 + Penalty 2866.391239 = -631014.300781
  nChanged 545
		SP:Iteration 3F (583.700000 sec): 3 clusters
  Score: Raw -634380.534679 + Penalty 2866.391239 = -631514.143441
  nChanged 460
		SP:Iteration 4F (583.720000 sec): 3 clusters
  Score: Raw -634745.471390 + Penalty 2866.391239 = -631879.080152
  nChanged 339
		SP:Iteration 5F (583.730000 sec): 3 clusters
  Score: Raw -634982.731288 + Penalty 2866.391239 = -632116.340049
  nChanged 257
		SP:Iteration 6Q (583.750000 sec): 3 clusters
  Score: Raw -635137.353908 + Penalty 2866.391239 = -632270.962669
  nChanged 202
		SP:Iteration 7Q (583.770000 sec): 3 clusters
  Score: Raw -635249.765361 + Penalty 2866.391239 = -632383.374122
  nChanged 166
		SP:Iteration 8Q (583.790000 sec): 3 clusters
  Score: Raw -635335.467240 + Penalty 2866.391239 = -632469.076002
  nChanged 148
		SP:Iteration 9Q (583.800000 sec): 3 clusters
  Score: Raw -635418.494259 + Penalty 2866.391239 = -632552.103021
  nChanged 115
		SP:Iteration 10Q (583.820000 sec): 3 clusters
  Score: Raw -635487.666848 + Penalty 2866.391239 = -632621.275610
  nChanged 125
		SP:Iteration 11Q (583.840000 sec): 3 clusters
  Score: Raw -635574.645658 + Penalty 2866.391239 = -632708.254420
  nChanged 116
		SP:Iteration 12Q (583.860000 sec): 3 clusters
  Score: Raw -635663.331618 + Penalty 2866.391239 = -632796.940379
  nChanged 101
		SP:Iteration 13Q (583.870000 sec): 3 clusters
  Score: Raw -635747.363722 + Penalty 2866.391239 = -632880.972483
  nChanged 125
		SP:Iteration 14Q (583.890000 sec): 3 clusters
  Score: Raw -635837.978742 + Penalty 2866.391239 = -632971.587504
  nChanged 113
		SP:Iteration 15Q (583.910000 sec): 3 clusters
  Score: Raw -635922.921734 + Penalty 2866.391239 = -633056.530495
  nChanged 106
		SP:Iteration 16Q (583.920000 sec): 3 clusters
  Score: Raw -635999.973310 + Penalty 2866.391239 = -633133.582071
  nChanged 83
		SP:Iteration 17Q (583.940000 sec): 3 clusters
  Score: Raw -636044.237154 + Penalty 2866.391239 = -633177.845915
  nChanged 57
		SP:Iteration 18Q (583.960000 sec): 3 clusters
  Score: Raw -636076.554299 + Penalty 2866.391239 = -633210.163060
  nChanged 46
		SP:Iteration 19Q (583.970000 sec): 3 clusters
  Score: Raw -636105.914436 + Penalty 2866.391239 = -633239.523198
  nChanged 50
		SP:Iteration 20F (583.990000 sec): 3 clusters
  Score: Raw -636134.003904 + Penalty 2866.391239 = -633267.612666
  nChanged 41
		SP:Iteration 21Q (584.010000 sec): 3 clusters
  Score: Raw -636156.116547 + Penalty 2866.391239 = -633289.725309
  nChanged 28
		SP:Iteration 22Q (584.020000 sec): 3 clusters
  Score: Raw -636169.309516 + Penalty 2866.391239 = -633302.918278
  nChanged 25
		SP:Iteration 23Q (584.040000 sec): 3 clusters
  Score: Raw -636185.212839 + Penalty 2866.391239 = -633318.821600
  nChanged 29
		SP:Iteration 24Q (584.060000 sec): 3 clusters
  Score: Raw -636207.761668 + Penalty 2866.391239 = -633341.370430
  nChanged 28
		SP:Iteration 25Q (584.070000 sec): 3 clusters
  Score: Raw -636228.788972 + Penalty 2866.391239 = -633362.397734
  nChanged 21
		SP:Iteration 26Q (584.090000 sec): 3 clusters
  Score: Raw -636241.811805 + Penalty 2866.391239 = -633375.420566
  nChanged 17
		SP:Iteration 27Q (584.100000 sec): 3 clusters
  Score: Raw -636253.458899 + Penalty 2866.391239 = -633387.067660
  nChanged 16
		SP:Iteration 28Q (584.120000 sec): 3 clusters
  Score: Raw -636261.687655 + Penalty 2866.391239 = -633395.296417
  nChanged 18
		SP:Iteration 29Q (584.140000 sec): 3 clusters
  Score: Raw -636267.965165 + Penalty 2866.391239 = -633401.573927
  nChanged 12
		SP:Iteration 30Q (584.150000 sec): 3 clusters
  Score: Raw -636274.380889 + Penalty 2866.391239 = -633407.989651
  nChanged 13
		SP:Iteration 31Q (584.160000 sec): 3 clusters
  Score: Raw -636280.655824 + Penalty 2866.391239 = -633414.264586
  nChanged 8
		SP:Iteration 32Q (584.180000 sec): 3 clusters
  Score: Raw -636283.625747 + Penalty 2866.391239 = -633417.234508
  nChanged 4
		SP:Iteration 33Q (584.200000 sec): 3 clusters
  Score: Raw -636284.135104 + Penalty 2866.391239 = -633417.743865
  nChanged 2
		SP:Iteration 34Q (584.210000 sec): 3 clusters
  Score: Raw -636284.465315 + Penalty 2866.391239 = -633418.074076
  nChanged 2
		SP:Iteration 35Q (584.230000 sec): 3 clusters
  Score: Raw -636285.087166 + Penalty 2866.391239 = -633418.695928
  nChanged 0
		SP:Iteration 36F (584.250000 sec): 3 clusters
  Score: Raw -636285.087166 + Penalty 2866.391239 = -633418.695928
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (5155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (584.270000 sec): 2 clusters
  Score: Raw -461715.765315 + Penalty 1389.004889 = -460326.760425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (584.280000 sec): 3 clusters
  Score: Raw -459136.413745 + Penalty 2778.009779 = -456358.403966
  nChanged 2118
		SP:Iteration 1F (584.300000 sec): 3 clusters
  Score: Raw -460901.823648 + Penalty 2778.009779 = -458123.813869
  nChanged 546
		SP:Iteration 2F (584.310000 sec): 3 clusters
  Score: Raw -461526.938880 + Penalty 2778.009779 = -458748.929101
  nChanged 425
		SP:Iteration 3F (584.320000 sec): 3 clusters
  Score: Raw -461958.839717 + Penalty 2778.009779 = -459180.829938
  nChanged 322
		SP:Iteration 4F (584.340000 sec): 3 clusters
  Score: Raw -462312.910431 + Penalty 2778.009779 = -459534.900652
  nChanged 268
		SP:Iteration 5F (584.350000 sec): 3 clusters
  Score: Raw -462625.635040 + Penalty 2778.009779 = -459847.625261
  nChanged 275
		SP:Iteration 6F (584.360000 sec): 3 clusters
  Score: Raw -463002.788158 + Penalty 2778.009779 = -460224.778380
  nChanged 213
		SP:Iteration 7Q (584.380000 sec): 3 clusters
  Score: Raw -463284.498394 + Penalty 2778.009779 = -460506.488615
  nChanged 181
		SP:Iteration 8Q (584.390000 sec): 3 clusters
  Score: Raw -463479.993481 + Penalty 2778.009779 = -460701.983702
  nChanged 153
		SP:Iteration 9Q (584.400000 sec): 3 clusters
  Score: Raw -463652.716799 + Penalty 2778.009779 = -460874.707020
  nChanged 141
		SP:Iteration 10Q (584.410000 sec): 3 clusters
  Score: Raw -463820.652471 + Penalty 2778.009779 = -461042.642692
  nChanged 125
		SP:Iteration 11Q (584.420000 sec): 3 clusters
  Score: Raw -463926.031660 + Penalty 2778.009779 = -461148.021881
  nChanged 81
		SP:Iteration 12Q (584.440000 sec): 3 clusters
  Score: Raw -463976.648454 + Penalty 2778.009779 = -461198.638676
  nChanged 62
		SP:Iteration 13Q (584.450000 sec): 3 clusters
  Score: Raw -464013.805133 + Penalty 2778.009779 = -461235.795354
  nChanged 51
		SP:Iteration 14Q (584.460000 sec): 3 clusters
  Score: Raw -464033.115730 + Penalty 2778.009779 = -461255.105951
  nChanged 43
		SP:Iteration 15Q (584.470000 sec): 3 clusters
  Score: Raw -464049.519560 + Penalty 2778.009779 = -461271.509781
  nChanged 35
		SP:Iteration 16Q (584.480000 sec): 3 clusters
  Score: Raw -464063.966040 + Penalty 2778.009779 = -461285.956261
  nChanged 31
		SP:Iteration 17Q (584.490000 sec): 3 clusters
  Score: Raw -464076.762911 + Penalty 2778.009779 = -461298.753132
  nChanged 24
		SP:Iteration 18Q (584.500000 sec): 3 clusters
  Score: Raw -464083.771082 + Penalty 2778.009779 = -461305.761304
  nChanged 16
		SP:Iteration 19Q (584.520000 sec): 3 clusters
  Score: Raw -464088.058978 + Penalty 2778.009779 = -461310.049200
  nChanged 13
		SP:Iteration 20F (584.530000 sec): 3 clusters
  Score: Raw -464091.862355 + Penalty 2778.009779 = -461313.852576
  nChanged 14
		SP:Iteration 21Q (584.540000 sec): 3 clusters
  Score: Raw -464095.207891 + Penalty 2778.009779 = -461317.198112
  nChanged 11
		SP:Iteration 22Q (584.550000 sec): 3 clusters
  Score: Raw -464099.213405 + Penalty 2778.009779 = -461321.203626
  nChanged 15
		SP:Iteration 23Q (584.560000 sec): 3 clusters
  Score: Raw -464103.175879 + Penalty 2778.009779 = -461325.166100
  nChanged 6
		SP:Iteration 24Q (584.580000 sec): 3 clusters
  Score: Raw -464104.005459 + Penalty 2778.009779 = -461325.995681
  nChanged 4
		SP:Iteration 25Q (584.590000 sec): 3 clusters
  Score: Raw -464104.791356 + Penalty 2778.009779 = -461326.781577
  nChanged 5
		SP:Iteration 26Q (584.600000 sec): 3 clusters
  Score: Raw -464105.744075 + Penalty 2778.009779 = -461327.734297
  nChanged 4
		SP:Iteration 27Q (584.610000 sec): 3 clusters
  Score: Raw -464106.268535 + Penalty 2778.009779 = -461328.258756
  nChanged 0
		SP:Iteration 28F (584.620000 sec): 3 clusters
  Score: Raw -464106.268535 + Penalty 2778.009779 = -461328.258756
  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 8.67 GB.

 Trying to split cluster 7 (8870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (584.660000 sec): 2 clusters
  Score: Raw -800679.379845 + Penalty 1477.194887 = -799202.184958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (584.680000 sec): 3 clusters
  Score: Raw -795742.765413 + Penalty 2954.389774 = -792788.375639
  nChanged 3785
		SP:Iteration 1F (584.700000 sec): 3 clusters
  Score: Raw -798549.675444 + Penalty 2954.389774 = -795595.285669
  nChanged 980
		SP:Iteration 2F (584.730000 sec): 3 clusters
  Score: Raw -800163.773483 + Penalty 2954.389774 = -797209.383708
  nChanged 1013
		SP:Iteration 3F (584.750000 sec): 3 clusters
  Score: Raw -802279.307256 + Penalty 2954.389774 = -799324.917482
  nChanged 1134
		SP:Iteration 4F (584.770000 sec): 3 clusters
  Score: Raw -805173.799365 + Penalty 2954.389774 = -802219.409591
  nChanged 894
		SP:Iteration 5F (584.800000 sec): 3 clusters
  Score: Raw -807287.173945 + Penalty 2954.389774 = -804332.784171
  nChanged 468
		SP:Iteration 6F (584.820000 sec): 3 clusters
  Score: Raw -807969.668276 + Penalty 2954.389774 = -805015.278502
  nChanged 195
		SP:Iteration 7Q (584.840000 sec): 3 clusters
  Score: Raw -808101.289130 + Penalty 2954.389774 = -805146.899355
  nChanged 118
		SP:Iteration 8Q (584.860000 sec): 3 clusters
  Score: Raw -808184.926021 + Penalty 2954.389774 = -805230.536247
  nChanged 105
		SP:Iteration 9Q (584.880000 sec): 3 clusters
  Score: Raw -808257.792888 + Penalty 2954.389774 = -805303.403114
  nChanged 81
		SP:Iteration 10Q (584.890000 sec): 3 clusters
  Score: Raw -808317.317057 + Penalty 2954.389774 = -805362.927283
  nChanged 61
		SP:Iteration 11Q (584.910000 sec): 3 clusters
  Score: Raw -808363.084043 + Penalty 2954.389774 = -805408.694269
  nChanged 61
		SP:Iteration 12Q (584.930000 sec): 3 clusters
  Score: Raw -808399.664697 + Penalty 2954.389774 = -805445.274923
  nChanged 27
		SP:Iteration 13Q (584.950000 sec): 3 clusters
  Score: Raw -808409.940167 + Penalty 2954.389774 = -805455.550393
  nChanged 24
		SP:Iteration 14Q (584.970000 sec): 3 clusters
  Score: Raw -808417.885744 + Penalty 2954.389774 = -805463.495970
  nChanged 22
		SP:Iteration 15Q (584.990000 sec): 3 clusters
  Score: Raw -808422.654753 + Penalty 2954.389774 = -805468.264979
  nChanged 15
		SP:Iteration 16Q (585.000000 sec): 3 clusters
  Score: Raw -808425.824841 + Penalty 2954.389774 = -805471.435067
  nChanged 14
		SP:Iteration 17Q (585.020000 sec): 3 clusters
  Score: Raw -808428.847721 + Penalty 2954.389774 = -805474.457946
  nChanged 11
		SP:Iteration 18Q (585.040000 sec): 3 clusters
  Score: Raw -808430.660550 + Penalty 2954.389774 = -805476.270775
  nChanged 10
		SP:Iteration 19Q (585.060000 sec): 3 clusters
  Score: Raw -808431.873249 + Penalty 2954.389774 = -805477.483474
  nChanged 6
		SP:Iteration 20F (585.080000 sec): 3 clusters
  Score: Raw -808432.383058 + Penalty 2954.389774 = -805477.993284
  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 8.67 GB.

 Trying to split cluster 8 (33567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (585.210000 sec): 2 clusters
  Score: Raw -3154667.968815 + Penalty 1693.461042 = -3152974.507773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (585.300000 sec): 3 clusters
  Score: Raw -3133874.297087 + Penalty 3386.922084 = -3130487.375003
  nChanged 15631
		SP:Iteration 1F (585.400000 sec): 3 clusters
  Score: Raw -3145022.785658 + Penalty 3386.922084 = -3141635.863574
  nChanged 3048
		SP:Iteration 2F (585.500000 sec): 3 clusters
  Score: Raw -3147993.176410 + Penalty 3386.922084 = -3144606.254326
  nChanged 3117
		SP:Iteration 3F (585.590000 sec): 3 clusters
  Score: Raw -3150375.682630 + Penalty 3386.922084 = -3146988.760546
  nChanged 2599
		SP:Iteration 4F (585.680000 sec): 3 clusters
  Score: Raw -3151954.274482 + Penalty 3386.922084 = -3148567.352398
  nChanged 1903
		SP:Iteration 5F (585.770000 sec): 3 clusters
  Score: Raw -3152836.437287 + Penalty 3386.922084 = -3149449.515203
  nChanged 1356
		SP:Iteration 6Q (585.860000 sec): 3 clusters
  Score: Raw -3153365.585064 + Penalty 3386.922084 = -3149978.662980
  nChanged 1034
		SP:Iteration 7Q (585.960000 sec): 3 clusters
  Score: Raw -3153717.341845 + Penalty 3386.922084 = -3150330.419761
  nChanged 795
		SP:Iteration 8Q (586.050000 sec): 3 clusters
  Score: Raw -3153982.237970 + Penalty 3386.922084 = -3150595.315886
  nChanged 740
		SP:Iteration 9Q (586.150000 sec): 3 clusters
  Score: Raw -3154219.315035 + Penalty 3386.922084 = -3150832.392951
  nChanged 597
		SP:Iteration 10Q (586.240000 sec): 3 clusters
  Score: Raw -3154391.645713 + Penalty 3386.922084 = -3151004.723628
  nChanged 511
		SP:Iteration 11Q (586.330000 sec): 3 clusters
  Score: Raw -3154539.373998 + Penalty 3386.922084 = -3151152.451914
  nChanged 491
		SP:Iteration 12Q (586.420000 sec): 3 clusters
  Score: Raw -3154669.961357 + Penalty 3386.922084 = -3151283.039273
  nChanged 438
		SP:Iteration 13Q (586.520000 sec): 3 clusters
  Score: Raw -3154779.683250 + Penalty 3386.922084 = -3151392.761166
  nChanged 386
		SP:Iteration 14Q (586.610000 sec): 3 clusters
  Score: Raw -3154891.920005 + Penalty 3386.922084 = -3151504.997921
  nChanged 394
		SP:Iteration 15Q (586.700000 sec): 3 clusters
  Score: Raw -3155012.103843 + Penalty 3386.922084 = -3151625.181758
  nChanged 395
		SP:Iteration 16Q (586.800000 sec): 3 clusters
  Score: Raw -3155131.603358 + Penalty 3386.922084 = -3151744.681274
  nChanged 406
		SP:Iteration 17Q (586.890000 sec): 3 clusters
  Score: Raw -3155257.721791 + Penalty 3386.922084 = -3151870.799707
  nChanged 416
		SP:Iteration 18Q (586.990000 sec): 3 clusters
  Score: Raw -3155397.678051 + Penalty 3386.922084 = -3152010.755967
  nChanged 446
		SP:Iteration 19Q (587.080000 sec): 3 clusters
  Score: Raw -3155538.641701 + Penalty 3386.922084 = -3152151.719617
  nChanged 441
		SP:Iteration 20F (587.180000 sec): 3 clusters
  Score: Raw -3155687.964349 + Penalty 3386.922084 = -3152301.042265
  nChanged 457
		SP:Iteration 21Q (587.280000 sec): 3 clusters
  Score: Raw -3155837.746444 + Penalty 3386.922084 = -3152450.824359
  nChanged 424
		SP:Iteration 22Q (587.370000 sec): 3 clusters
  Score: Raw -3155965.178734 + Penalty 3386.922084 = -3152578.256649
  nChanged 415
		SP:Iteration 23Q (587.460000 sec): 3 clusters
  Score: Raw -3156095.246709 + Penalty 3386.922084 = -3152708.324625
  nChanged 402
		SP:Iteration 24Q (587.550000 sec): 3 clusters
  Score: Raw -3156229.629863 + Penalty 3386.922084 = -3152842.707779
  nChanged 376
		SP:Iteration 25Q (587.640000 sec): 3 clusters
  Score: Raw -3156407.972789 + Penalty 3386.922084 = -3153021.050705
  nChanged 429
		SP:Iteration 26Q (587.740000 sec): 3 clusters
  Score: Raw -3156727.649056 + Penalty 3386.922084 = -3153340.726972
  nChanged 456
		SP:Iteration 27Q (587.830000 sec): 3 clusters
  Score: Raw -3157059.145782 + Penalty 3386.922084 = -3153672.223698
  nChanged 414
		SP:Iteration 28Q (587.920000 sec): 3 clusters
  Score: Raw -3157253.951439 + Penalty 3386.922084 = -3153867.029355
  nChanged 323
		SP:Iteration 29Q (588.010000 sec): 3 clusters
  Score: Raw -3157354.956749 + Penalty 3386.922084 = -3153968.034665
  nChanged 296
		SP:Iteration 30Q (588.100000 sec): 3 clusters
  Score: Raw -3157424.737183 + Penalty 3386.922084 = -3154037.815099
  nChanged 248
		SP:Iteration 31Q (588.190000 sec): 3 clusters
  Score: Raw -3157476.980751 + Penalty 3386.922084 = -3154090.058667
  nChanged 217
		SP:Iteration 32Q (588.280000 sec): 3 clusters
  Score: Raw -3157520.575351 + Penalty 3386.922084 = -3154133.653266
  nChanged 192
		SP:Iteration 33Q (588.360000 sec): 3 clusters
  Score: Raw -3157554.990401 + Penalty 3386.922084 = -3154168.068317
  nChanged 175
		SP:Iteration 34Q (588.450000 sec): 3 clusters
  Score: Raw -3157585.435755 + Penalty 3386.922084 = -3154198.513671
  nChanged 151
		SP:Iteration 35Q (588.540000 sec): 3 clusters
  Score: Raw -3157616.686518 + Penalty 3386.922084 = -3154229.764434
  nChanged 146
		SP:Iteration 36Q (588.620000 sec): 3 clusters
  Score: Raw -3157648.386439 + Penalty 3386.922084 = -3154261.464355
  nChanged 158
		SP:Iteration 37Q (588.710000 sec): 3 clusters
  Score: Raw -3157678.553701 + Penalty 3386.922084 = -3154291.631617
  nChanged 130
		SP:Iteration 38Q (588.790000 sec): 3 clusters
  Score: Raw -3157698.186514 + Penalty 3386.922084 = -3154311.264430
  nChanged 106
		SP:Iteration 39Q (588.880000 sec): 3 clusters
  Score: Raw -3157715.688913 + Penalty 3386.922084 = -3154328.766829
  nChanged 117
		SP:Iteration 40F (588.970000 sec): 3 clusters
  Score: Raw -3157736.560562 + Penalty 3386.922084 = -3154349.638477
  nChanged 106
		SP:Iteration 41Q (589.060000 sec): 3 clusters
  Score: Raw -3157752.999419 + Penalty 3386.922084 = -3154366.077335
  nChanged 90
		SP:Iteration 42Q (589.150000 sec): 3 clusters
  Score: Raw -3157766.765744 + Penalty 3386.922084 = -3154379.843660
  nChanged 83
		SP:Iteration 43Q (589.240000 sec): 3 clusters
  Score: Raw -3157779.308272 + Penalty 3386.922084 = -3154392.386188
  nChanged 88
		SP:Iteration 44Q (589.320000 sec): 3 clusters
  Score: Raw -3157793.145691 + Penalty 3386.922084 = -3154406.223607
  nChanged 75
		SP:Iteration 45Q (589.400000 sec): 3 clusters
  Score: Raw -3157803.808312 + Penalty 3386.922084 = -3154416.886228
  nChanged 77
		SP:Iteration 46Q (589.480000 sec): 3 clusters
  Score: Raw -3157816.838072 + Penalty 3386.922084 = -3154429.915988
  nChanged 82
		SP:Iteration 47Q (589.560000 sec): 3 clusters
  Score: Raw -3157828.742500 + Penalty 3386.922084 = -3154441.820416
  nChanged 57
		SP:Iteration 48Q (589.650000 sec): 3 clusters
  Score: Raw -3157837.863742 + Penalty 3386.922084 = -3154450.941658
  nChanged 57
		SP:Iteration 49Q (589.730000 sec): 3 clusters
  Score: Raw -3157847.507747 + Penalty 3386.922084 = -3154460.585663
  nChanged 46
		SP:Iteration 50Q (589.820000 sec): 3 clusters
  Score: Raw -3157853.471348 + Penalty 3386.922084 = -3154466.549263
  nChanged 43
		SP:Iteration 51Q (589.900000 sec): 3 clusters
  Score: Raw -3157857.520928 + Penalty 3386.922084 = -3154470.598844
  nChanged 32
		SP:Iteration 52Q (589.980000 sec): 3 clusters
  Score: Raw -3157861.078207 + Penalty 3386.922084 = -3154474.156123
  nChanged 36
		SP:Iteration 53Q (590.060000 sec): 3 clusters
  Score: Raw -3157864.871880 + Penalty 3386.922084 = -3154477.949796
  nChanged 31
		SP:Iteration 54Q (590.140000 sec): 3 clusters
  Score: Raw -3157869.029106 + Penalty 3386.922084 = -3154482.107022
  nChanged 34
		SP:Iteration 55Q (590.230000 sec): 3 clusters
  Score: Raw -3157873.537945 + Penalty 3386.922084 = -3154486.615860
  nChanged 37
		SP:Iteration 56Q (590.310000 sec): 3 clusters
  Score: Raw -3157878.443961 + Penalty 3386.922084 = -3154491.521877
  nChanged 30
		SP:Iteration 57Q (590.390000 sec): 3 clusters
  Score: Raw -3157881.851685 + Penalty 3386.922084 = -3154494.929601
  nChanged 26
		SP:Iteration 58Q (590.470000 sec): 3 clusters
  Score: Raw -3157884.241210 + Penalty 3386.922084 = -3154497.319126
  nChanged 16
		SP:Iteration 59Q (590.550000 sec): 3 clusters
  Score: Raw -3157886.092966 + Penalty 3386.922084 = -3154499.170882
  nChanged 21
		SP:Iteration 60F (590.640000 sec): 3 clusters
  Score: Raw -3157888.606256 + Penalty 3386.922084 = -3154501.684172
  nChanged 20
		SP:Iteration 61Q (590.730000 sec): 3 clusters
  Score: Raw -3157891.866953 + Penalty 3386.922084 = -3154504.944869
  nChanged 28
		SP:Iteration 62Q (590.810000 sec): 3 clusters
  Score: Raw -3157894.720502 + Penalty 3386.922084 = -3154507.798418
  nChanged 23
		SP:Iteration 63Q (590.890000 sec): 3 clusters
  Score: Raw -3157897.905825 + Penalty 3386.922084 = -3154510.983741
  nChanged 29
		SP:Iteration 64Q (590.970000 sec): 3 clusters
  Score: Raw -3157901.627958 + Penalty 3386.922084 = -3154514.705874
  nChanged 22
		SP:Iteration 65Q (591.050000 sec): 3 clusters
  Score: Raw -3157904.458248 + Penalty 3386.922084 = -3154517.536164
  nChanged 27
		SP:Iteration 66Q (591.140000 sec): 3 clusters
  Score: Raw -3157907.192132 + Penalty 3386.922084 = -3154520.270048
  nChanged 23
		SP:Iteration 67Q (591.220000 sec): 3 clusters
  Score: Raw -3157909.868123 + Penalty 3386.922084 = -3154522.946039
  nChanged 29
		SP:Iteration 68Q (591.300000 sec): 3 clusters
  Score: Raw -3157913.800028 + Penalty 3386.922084 = -3154526.877944
  nChanged 31
		SP:Iteration 69Q (591.380000 sec): 3 clusters
  Score: Raw -3157918.069056 + Penalty 3386.922084 = -3154531.146972
  nChanged 38
		SP:Iteration 70Q (591.470000 sec): 3 clusters
  Score: Raw -3157924.233693 + Penalty 3386.922084 = -3154537.311609
  nChanged 37
		SP:Iteration 71Q (591.550000 sec): 3 clusters
  Score: Raw -3157931.045126 + Penalty 3386.922084 = -3154544.123042
  nChanged 45
		SP:Iteration 72Q (591.630000 sec): 3 clusters
  Score: Raw -3157939.910980 + Penalty 3386.922084 = -3154552.988896
  nChanged 50
		SP:Iteration 73Q (591.710000 sec): 3 clusters
  Score: Raw -3157948.929547 + Penalty 3386.922084 = -3154562.007463
  nChanged 58
		SP:Iteration 74Q (591.790000 sec): 3 clusters
  Score: Raw -3157962.781718 + Penalty 3386.922084 = -3154575.859634
  nChanged 60
		SP:Iteration 75Q (591.870000 sec): 3 clusters
  Score: Raw -3157973.941432 + Penalty 3386.922084 = -3154587.019348
  nChanged 46
		SP:Iteration 76Q (591.950000 sec): 3 clusters
  Score: Raw -3157983.336307 + Penalty 3386.922084 = -3154596.414223
  nChanged 40
		SP:Iteration 77Q (592.030000 sec): 3 clusters
  Score: Raw -3157990.921974 + Penalty 3386.922084 = -3154603.999889
  nChanged 39
		SP:Iteration 78Q (592.110000 sec): 3 clusters
  Score: Raw -3157997.814631 + Penalty 3386.922084 = -3154610.892546
  nChanged 35
		SP:Iteration 79Q (592.190000 sec): 3 clusters
  Score: Raw -3158004.361694 + Penalty 3386.922084 = -3154617.439610
  nChanged 40
		SP:Iteration 80F (592.290000 sec): 3 clusters
  Score: Raw -3158013.087539 + Penalty 3386.922084 = -3154626.165455
  nChanged 45
		SP:Iteration 81Q (592.370000 sec): 3 clusters
  Score: Raw -3158022.372383 + Penalty 3386.922084 = -3154635.450299
  nChanged 50
		SP:Iteration 82Q (592.450000 sec): 3 clusters
  Score: Raw -3158031.960534 + Penalty 3386.922084 = -3154645.038449
  nChanged 39
		SP:Iteration 83Q (592.530000 sec): 3 clusters
  Score: Raw -3158038.550493 + Penalty 3386.922084 = -3154651.628408
  nChanged 35
		SP:Iteration 84Q (592.610000 sec): 3 clusters
  Score: Raw -3158044.565467 + Penalty 3386.922084 = -3154657.643383
  nChanged 37
		SP:Iteration 85Q (592.700000 sec): 3 clusters
  Score: Raw -3158053.096486 + Penalty 3386.922084 = -3154666.174402
  nChanged 40
		SP:Iteration 86Q (592.780000 sec): 3 clusters
  Score: Raw -3158060.471516 + Penalty 3386.922084 = -3154673.549432
  nChanged 32
		SP:Iteration 87Q (592.860000 sec): 3 clusters
  Score: Raw -3158065.059405 + Penalty 3386.922084 = -3154678.137321
  nChanged 31
		SP:Iteration 88Q (592.930000 sec): 3 clusters
  Score: Raw -3158069.682720 + Penalty 3386.922084 = -3154682.760636
  nChanged 30
		SP:Iteration 89Q (593.010000 sec): 3 clusters
  Score: Raw -3158074.269531 + Penalty 3386.922084 = -3154687.347447
  nChanged 20
		SP:Iteration 90Q (593.080000 sec): 3 clusters
  Score: Raw -3158076.963954 + Penalty 3386.922084 = -3154690.041869
  nChanged 15
		SP:Iteration 91Q (593.160000 sec): 3 clusters
  Score: Raw -3158078.848792 + Penalty 3386.922084 = -3154691.926708
  nChanged 17
		SP:Iteration 92Q (593.240000 sec): 3 clusters
  Score: Raw -3158081.661408 + Penalty 3386.922084 = -3154694.739324
  nChanged 15
		SP:Iteration 93Q (593.310000 sec): 3 clusters
  Score: Raw -3158084.311484 + Penalty 3386.922084 = -3154697.389400
  nChanged 16
		SP:Iteration 94Q (593.390000 sec): 3 clusters
  Score: Raw -3158086.067748 + Penalty 3386.922084 = -3154699.145664
  nChanged 12
		SP:Iteration 95Q (593.470000 sec): 3 clusters
  Score: Raw -3158087.329947 + Penalty 3386.922084 = -3154700.407863
  nChanged 8
		SP:Iteration 96Q (593.540000 sec): 3 clusters
  Score: Raw -3158088.113985 + Penalty 3386.922084 = -3154701.191901
  nChanged 7
		SP:Iteration 97Q (593.620000 sec): 3 clusters
  Score: Raw -3158088.858042 + Penalty 3386.922084 = -3154701.935958
  nChanged 6
		SP:Iteration 98Q (593.700000 sec): 3 clusters
  Score: Raw -3158089.444384 + Penalty 3386.922084 = -3154702.522300
  nChanged 7
		SP:Iteration 99Q (593.780000 sec): 3 clusters
  Score: Raw -3158090.320804 + Penalty 3386.922084 = -3154703.398720
  nChanged 7
		SP:Iteration 100F (593.870000 sec): 3 clusters
  Score: Raw -3158091.520326 + Penalty 3386.922084 = -3154704.598242
  nChanged 12
		SP:Iteration 101Q (593.940000 sec): 3 clusters
  Score: Raw -3158092.962369 + Penalty 3386.922084 = -3154706.040285
  nChanged 12
		SP:Iteration 102Q (594.020000 sec): 3 clusters
  Score: Raw -3158095.255977 + Penalty 3386.922084 = -3154708.333893
  nChanged 13
		SP:Iteration 103Q (594.100000 sec): 3 clusters
  Score: Raw -3158097.613564 + Penalty 3386.922084 = -3154710.691480
  nChanged 20
		SP:Iteration 104Q (594.190000 sec): 3 clusters
  Score: Raw -3158100.789062 + Penalty 3386.922084 = -3154713.866978
  nChanged 22
		SP:Iteration 105Q (594.260000 sec): 3 clusters
  Score: Raw -3158105.337625 + Penalty 3386.922084 = -3154718.415541
  nChanged 22
		SP:Iteration 106Q (594.340000 sec): 3 clusters
  Score: Raw -3158109.521710 + Penalty 3386.922084 = -3154722.599626
  nChanged 22
		SP:Iteration 107Q (594.420000 sec): 3 clusters
  Score: Raw -3158114.319961 + Penalty 3386.922084 = -3154727.397877
  nChanged 27
		SP:Iteration 108Q (594.490000 sec): 3 clusters
  Score: Raw -3158119.156628 + Penalty 3386.922084 = -3154732.234544
  nChanged 31
		SP:Iteration 109Q (594.570000 sec): 3 clusters
  Score: Raw -3158126.522785 + Penalty 3386.922084 = -3154739.600700
  nChanged 36
		SP:Iteration 110Q (594.650000 sec): 3 clusters
  Score: Raw -3158135.768210 + Penalty 3386.922084 = -3154748.846126
  nChanged 37
		SP:Iteration 111Q (594.720000 sec): 3 clusters
  Score: Raw -3158146.727971 + Penalty 3386.922084 = -3154759.805887
  nChanged 37
		SP:Iteration 112Q (594.800000 sec): 3 clusters
  Score: Raw -3158155.016158 + Penalty 3386.922084 = -3154768.094074
  nChanged 35
		SP:Iteration 113Q (594.880000 sec): 3 clusters
  Score: Raw -3158162.112466 + Penalty 3386.922084 = -3154775.190382
  nChanged 35
		SP:Iteration 114Q (594.960000 sec): 3 clusters
  Score: Raw -3158169.852295 + Penalty 3386.922084 = -3154782.930211
  nChanged 31
		SP:Iteration 115Q (595.030000 sec): 3 clusters
  Score: Raw -3158178.255824 + Penalty 3386.922084 = -3154791.333740
  nChanged 31
		SP:Iteration 116Q (595.110000 sec): 3 clusters
  Score: Raw -3158185.581733 + Penalty 3386.922084 = -3154798.659649
  nChanged 24
		SP:Iteration 117Q (595.180000 sec): 3 clusters
  Score: Raw -3158191.172513 + Penalty 3386.922084 = -3154804.250429
  nChanged 25
		SP:Iteration 118Q (595.260000 sec): 3 clusters
  Score: Raw -3158196.385689 + Penalty 3386.922084 = -3154809.463605
  nChanged 29
		SP:Iteration 119Q (595.330000 sec): 3 clusters
  Score: Raw -3158201.512558 + Penalty 3386.922084 = -3154814.590474
  nChanged 25
		SP:Iteration 120F (595.420000 sec): 3 clusters
  Score: Raw -3158205.109686 + Penalty 3386.922084 = -3154818.187602
  nChanged 24
		SP:Iteration 121Q (595.500000 sec): 3 clusters
  Score: Raw -3158208.916827 + Penalty 3386.922084 = -3154821.994743
  nChanged 14
		SP:Iteration 122Q (595.570000 sec): 3 clusters
  Score: Raw -3158210.479976 + Penalty 3386.922084 = -3154823.557892
  nChanged 11
		SP:Iteration 123Q (595.650000 sec): 3 clusters
  Score: Raw -3158212.089552 + Penalty 3386.922084 = -3154825.167468
  nChanged 3
		SP:Iteration 124Q (595.730000 sec): 3 clusters
  Score: Raw -3158212.436341 + Penalty 3386.922084 = -3154825.514257
  nChanged 4
		SP:Iteration 125Q (595.800000 sec): 3 clusters
  Score: Raw -3158212.683414 + Penalty 3386.922084 = -3154825.761329
  nChanged 1
		SP:Iteration 126Q (595.880000 sec): 3 clusters
  Score: Raw -3158212.804100 + Penalty 3386.922084 = -3154825.882015
  nChanged 2
		SP:Iteration 127Q (595.950000 sec): 3 clusters
  Score: Raw -3158212.907642 + Penalty 3386.922084 = -3154825.985558
  nChanged 1
		SP:Iteration 128Q (596.030000 sec): 3 clusters
  Score: Raw -3158213.016085 + Penalty 3386.922084 = -3154826.094001
  nChanged 0
		SP:Iteration 129F (596.120000 sec): 3 clusters
  Score: Raw -3158213.016085 + Penalty 3386.922084 = -3154826.094001
  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 8.67 GB.

 Trying to split cluster 9 (23749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (596.200000 sec): 2 clusters
  Score: Raw -2388543.915633 + Penalty 1637.235552 = -2386906.680081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (596.270000 sec): 3 clusters
  Score: Raw -2374196.463490 + Penalty 3274.471104 = -2370921.992386
  nChanged 10828
		SP:Iteration 1F (596.330000 sec): 3 clusters
  Score: Raw -2380621.594486 + Penalty 3274.471104 = -2377347.123382
  nChanged 1627
		SP:Iteration 2F (596.400000 sec): 3 clusters
  Score: Raw -2382046.536694 + Penalty 3274.471104 = -2378772.065591
  nChanged 1887
		SP:Iteration 3F (596.470000 sec): 3 clusters
  Score: Raw -2383704.611348 + Penalty 3274.471104 = -2380430.140244
  nChanged 1959
		SP:Iteration 4F (596.530000 sec): 3 clusters
  Score: Raw -2385284.195633 + Penalty 3274.471104 = -2382009.724530
  nChanged 1632
		SP:Iteration 5F (596.590000 sec): 3 clusters
  Score: Raw -2386384.658413 + Penalty 3274.471104 = -2383110.187310
  nChanged 1285
		SP:Iteration 6F (596.660000 sec): 3 clusters
  Score: Raw -2387186.097413 + Penalty 3274.471104 = -2383911.626309
  nChanged 1096
		SP:Iteration 7Q (596.730000 sec): 3 clusters
  Score: Raw -2387842.544610 + Penalty 3274.471104 = -2384568.073507
  nChanged 900
		SP:Iteration 8Q (596.790000 sec): 3 clusters
  Score: Raw -2388334.888787 + Penalty 3274.471104 = -2385060.417684
  nChanged 750
		SP:Iteration 9Q (596.850000 sec): 3 clusters
  Score: Raw -2388718.827717 + Penalty 3274.471104 = -2385444.356614
  nChanged 688
		SP:Iteration 10Q (596.920000 sec): 3 clusters
  Score: Raw -2389052.514809 + Penalty 3274.471104 = -2385778.043705
  nChanged 599
		SP:Iteration 11Q (596.980000 sec): 3 clusters
  Score: Raw -2389303.787169 + Penalty 3274.471104 = -2386029.316066
  nChanged 489
		SP:Iteration 12Q (597.050000 sec): 3 clusters
  Score: Raw -2389496.461957 + Penalty 3274.471104 = -2386221.990853
  nChanged 445
		SP:Iteration 13Q (597.110000 sec): 3 clusters
  Score: Raw -2389666.987230 + Penalty 3274.471104 = -2386392.516126
  nChanged 416
		SP:Iteration 14Q (597.170000 sec): 3 clusters
  Score: Raw -2389819.457907 + Penalty 3274.471104 = -2386544.986803
  nChanged 379
		SP:Iteration 15Q (597.230000 sec): 3 clusters
  Score: Raw -2389952.965196 + Penalty 3274.471104 = -2386678.494093
  nChanged 320
		SP:Iteration 16Q (597.290000 sec): 3 clusters
  Score: Raw -2390062.551357 + Penalty 3274.471104 = -2386788.080253
  nChanged 287
		SP:Iteration 17Q (597.350000 sec): 3 clusters
  Score: Raw -2390155.774701 + Penalty 3274.471104 = -2386881.303598
  nChanged 243
		SP:Iteration 18Q (597.410000 sec): 3 clusters
  Score: Raw -2390231.725824 + Penalty 3274.471104 = -2386957.254721
  nChanged 210
		SP:Iteration 19Q (597.470000 sec): 3 clusters
  Score: Raw -2390300.850321 + Penalty 3274.471104 = -2387026.379218
  nChanged 191
		SP:Iteration 20F (597.530000 sec): 3 clusters
  Score: Raw -2390352.168194 + Penalty 3274.471104 = -2387077.697090
  nChanged 156
		SP:Iteration 21Q (597.590000 sec): 3 clusters
  Score: Raw -2390393.770854 + Penalty 3274.471104 = -2387119.299750
  nChanged 151
		SP:Iteration 22Q (597.650000 sec): 3 clusters
  Score: Raw -2390432.978236 + Penalty 3274.471104 = -2387158.507132
  nChanged 111
		SP:Iteration 23Q (597.710000 sec): 3 clusters
  Score: Raw -2390460.503385 + Penalty 3274.471104 = -2387186.032281
  nChanged 106
		SP:Iteration 24Q (597.770000 sec): 3 clusters
  Score: Raw -2390489.989671 + Penalty 3274.471104 = -2387215.518568
  nChanged 104
		SP:Iteration 25Q (597.830000 sec): 3 clusters
  Score: Raw -2390521.262249 + Penalty 3274.471104 = -2387246.791146
  nChanged 90
		SP:Iteration 26Q (597.880000 sec): 3 clusters
  Score: Raw -2390549.223201 + Penalty 3274.471104 = -2387274.752097
  nChanged 96
		SP:Iteration 27Q (597.940000 sec): 3 clusters
  Score: Raw -2390578.972415 + Penalty 3274.471104 = -2387304.501311
  nChanged 81
		SP:Iteration 28Q (597.990000 sec): 3 clusters
  Score: Raw -2390606.099675 + Penalty 3274.471104 = -2387331.628571
  nChanged 74
		SP:Iteration 29Q (598.050000 sec): 3 clusters
  Score: Raw -2390632.746752 + Penalty 3274.471104 = -2387358.275648
  nChanged 77
		SP:Iteration 30Q (598.100000 sec): 3 clusters
  Score: Raw -2390672.102975 + Penalty 3274.471104 = -2387397.631871
  nChanged 77
		SP:Iteration 31Q (598.150000 sec): 3 clusters
  Score: Raw -2390729.403513 + Penalty 3274.471104 = -2387454.932410
  nChanged 83
		SP:Iteration 32Q (598.210000 sec): 3 clusters
  Score: Raw -2390815.165759 + Penalty 3274.471104 = -2387540.694655
  nChanged 81
		SP:Iteration 33Q (598.270000 sec): 3 clusters
  Score: Raw -2390915.732230 + Penalty 3274.471104 = -2387641.261127
  nChanged 74
		SP:Iteration 34Q (598.310000 sec): 3 clusters
  Score: Raw -2390995.465716 + Penalty 3274.471104 = -2387720.994612
  nChanged 59
		SP:Iteration 35Q (598.370000 sec): 3 clusters
  Score: Raw -2391052.766319 + Penalty 3274.471104 = -2387778.295216
  nChanged 53
		SP:Iteration 36Q (598.410000 sec): 3 clusters
  Score: Raw -2391088.972786 + Penalty 3274.471104 = -2387814.501682
  nChanged 44
		SP:Iteration 37Q (598.470000 sec): 3 clusters
  Score: Raw -2391101.872033 + Penalty 3274.471104 = -2387827.400930
  nChanged 23
		SP:Iteration 38Q (598.510000 sec): 3 clusters
  Score: Raw -2391107.657391 + Penalty 3274.471104 = -2387833.186287
  nChanged 16
		SP:Iteration 39Q (598.560000 sec): 3 clusters
  Score: Raw -2391110.551781 + Penalty 3274.471104 = -2387836.080678
  nChanged 11
		SP:Iteration 40F (598.630000 sec): 3 clusters
  Score: Raw -2391113.151026 + Penalty 3274.471104 = -2387838.679922
  nChanged 10
		SP:Iteration 41Q (598.680000 sec): 3 clusters
  Score: Raw -2391115.751398 + Penalty 3274.471104 = -2387841.280294
  nChanged 4
		SP:Iteration 42Q (598.730000 sec): 3 clusters
  Score: Raw -2391116.103083 + Penalty 3274.471104 = -2387841.631980
  nChanged 2
		SP:Iteration 43Q (598.770000 sec): 3 clusters
  Score: Raw -2391116.430304 + Penalty 3274.471104 = -2387841.959200
  nChanged 2
		SP:Iteration 44Q (598.820000 sec): 3 clusters
  Score: Raw -2391116.727222 + Penalty 3274.471104 = -2387842.256119
  nChanged 1
		SP:Iteration 45Q (598.870000 sec): 3 clusters
  Score: Raw -2391116.813352 + Penalty 3274.471104 = -2387842.342248
  nChanged 0
		SP:Iteration 46F (598.930000 sec): 3 clusters
  Score: Raw -2391116.813352 + Penalty 3274.471104 = -2387842.342248
  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 8.67 GB.

 Trying to split cluster 10 (26999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (599.020000 sec): 2 clusters
  Score: Raw -2494890.142205 + Penalty 1658.077705 = -2493232.064500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (599.100000 sec): 3 clusters
  Score: Raw -2478426.588642 + Penalty 3316.155410 = -2475110.433232
  nChanged 12379
		SP:Iteration 1F (599.170000 sec): 3 clusters
  Score: Raw -2489211.993286 + Penalty 3316.155410 = -2485895.837876
  nChanged 3037
		SP:Iteration 2F (599.240000 sec): 3 clusters
  Score: Raw -2493948.947060 + Penalty 3316.155410 = -2490632.791650
  nChanged 3019
		SP:Iteration 3F (599.320000 sec): 3 clusters
  Score: Raw -2498110.936790 + Penalty 3316.155410 = -2494794.781380
  nChanged 2710
		SP:Iteration 4F (599.390000 sec): 3 clusters
  Score: Raw -2501857.911869 + Penalty 3316.155410 = -2498541.756459
  nChanged 1913
		SP:Iteration 5F (599.460000 sec): 3 clusters
  Score: Raw -2503430.186318 + Penalty 3316.155410 = -2500114.030909
  nChanged 1130
		SP:Iteration 6Q (599.530000 sec): 3 clusters
  Score: Raw -2504006.244743 + Penalty 3316.155410 = -2500690.089333
  nChanged 694
		SP:Iteration 7Q (599.610000 sec): 3 clusters
  Score: Raw -2504296.804020 + Penalty 3316.155410 = -2500980.648611
  nChanged 526
		SP:Iteration 8Q (599.670000 sec): 3 clusters
  Score: Raw -2504497.611961 + Penalty 3316.155410 = -2501181.456551
  nChanged 463
		SP:Iteration 9Q (599.750000 sec): 3 clusters
  Score: Raw -2504655.700055 + Penalty 3316.155410 = -2501339.544645
  nChanged 426
		SP:Iteration 10Q (599.820000 sec): 3 clusters
  Score: Raw -2504771.362360 + Penalty 3316.155410 = -2501455.206950
  nChanged 329
		SP:Iteration 11Q (599.890000 sec): 3 clusters
  Score: Raw -2504866.760316 + Penalty 3316.155410 = -2501550.604906
  nChanged 301
		SP:Iteration 12Q (599.960000 sec): 3 clusters
  Score: Raw -2504953.426354 + Penalty 3316.155410 = -2501637.270944
  nChanged 255
		SP:Iteration 13Q (600.030000 sec): 3 clusters
  Score: Raw -2505030.479085 + Penalty 3316.155410 = -2501714.323675
  nChanged 234
		SP:Iteration 14Q (600.100000 sec): 3 clusters
  Score: Raw -2505101.404428 + Penalty 3316.155410 = -2501785.249018
  nChanged 225
		SP:Iteration 15Q (600.170000 sec): 3 clusters
  Score: Raw -2505165.960733 + Penalty 3316.155410 = -2501849.805323
  nChanged 206
		SP:Iteration 16Q (600.250000 sec): 3 clusters
  Score: Raw -2505223.458251 + Penalty 3316.155410 = -2501907.302841
  nChanged 208
		SP:Iteration 17Q (600.310000 sec): 3 clusters
  Score: Raw -2505276.696422 + Penalty 3316.155410 = -2501960.541012
  nChanged 194
		SP:Iteration 18Q (600.380000 sec): 3 clusters
  Score: Raw -2505318.023322 + Penalty 3316.155410 = -2502001.867912
  nChanged 152
		SP:Iteration 19Q (600.450000 sec): 3 clusters
  Score: Raw -2505348.778337 + Penalty 3316.155410 = -2502032.622927
  nChanged 134
		SP:Iteration 20F (600.520000 sec): 3 clusters
  Score: Raw -2505371.500404 + Penalty 3316.155410 = -2502055.344995
  nChanged 116
		SP:Iteration 21Q (600.590000 sec): 3 clusters
  Score: Raw -2505387.483878 + Penalty 3316.155410 = -2502071.328468
  nChanged 80
		SP:Iteration 22Q (600.660000 sec): 3 clusters
  Score: Raw -2505397.168337 + Penalty 3316.155410 = -2502081.012927
  nChanged 63
		SP:Iteration 23Q (600.730000 sec): 3 clusters
  Score: Raw -2505403.136079 + Penalty 3316.155410 = -2502086.980669
  nChanged 45
		SP:Iteration 24Q (600.790000 sec): 3 clusters
  Score: Raw -2505407.196911 + Penalty 3316.155410 = -2502091.041501
  nChanged 36
		SP:Iteration 25Q (600.870000 sec): 3 clusters
  Score: Raw -2505410.002654 + Penalty 3316.155410 = -2502093.847245
  nChanged 33
		SP:Iteration 26Q (600.930000 sec): 3 clusters
  Score: Raw -2505412.164318 + Penalty 3316.155410 = -2502096.008909
  nChanged 32
		SP:Iteration 27Q (601.000000 sec): 3 clusters
  Score: Raw -2505414.249313 + Penalty 3316.155410 = -2502098.093903
  nChanged 33
		SP:Iteration 28Q (601.070000 sec): 3 clusters
  Score: Raw -2505416.055950 + Penalty 3316.155410 = -2502099.900541
  nChanged 29
		SP:Iteration 29Q (601.140000 sec): 3 clusters
  Score: Raw -2505417.677603 + Penalty 3316.155410 = -2502101.522193
  nChanged 18
		SP:Iteration 30Q (601.210000 sec): 3 clusters
  Score: Raw -2505418.512326 + Penalty 3316.155410 = -2502102.356916
  nChanged 15
		SP:Iteration 31Q (601.280000 sec): 3 clusters
  Score: Raw -2505419.194058 + Penalty 3316.155410 = -2502103.038648
  nChanged 9
		SP:Iteration 32Q (601.350000 sec): 3 clusters
  Score: Raw -2505419.862766 + Penalty 3316.155410 = -2502103.707356
  nChanged 8
		SP:Iteration 33Q (601.420000 sec): 3 clusters
  Score: Raw -2505420.339466 + Penalty 3316.155410 = -2502104.184056
  nChanged 5
		SP:Iteration 34Q (601.490000 sec): 3 clusters
  Score: Raw -2505420.605751 + Penalty 3316.155410 = -2502104.450342
  nChanged 5
		SP:Iteration 35Q (601.560000 sec): 3 clusters
  Score: Raw -2505420.815205 + Penalty 3316.155410 = -2502104.659795
  nChanged 2
		SP:Iteration 36Q (601.630000 sec): 3 clusters
  Score: Raw -2505420.868740 + Penalty 3316.155410 = -2502104.713330
  nChanged 2
		SP:Iteration 37Q (601.690000 sec): 3 clusters
  Score: Raw -2505420.916993 + Penalty 3316.155410 = -2502104.761583
  nChanged 2
		SP:Iteration 38Q (601.760000 sec): 3 clusters
  Score: Raw -2505420.968979 + Penalty 3316.155410 = -2502104.813569
  nChanged 0
		SP:Iteration 39F (601.830000 sec): 3 clusters
  Score: Raw -2505420.968979 + Penalty 3316.155410 = -2502104.813569
  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 8.67 GB.

 Trying to split cluster 11 (27299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (601.920000 sec): 2 clusters
  Score: Raw -2742018.831420 + Penalty 1659.873369 = -2740358.958051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (601.990000 sec): 3 clusters
  Score: Raw -2725217.880564 + Penalty 3319.746739 = -2721898.133825
  nChanged 12634
		SP:Iteration 1F (602.070000 sec): 3 clusters
  Score: Raw -2732851.432142 + Penalty 3319.746739 = -2729531.685403
  nChanged 1717
		SP:Iteration 2F (602.150000 sec): 3 clusters
  Score: Raw -2734021.306022 + Penalty 3319.746739 = -2730701.559283
  nChanged 1805
		SP:Iteration 3F (602.220000 sec): 3 clusters
  Score: Raw -2735178.967016 + Penalty 3319.746739 = -2731859.220278
  nChanged 1753
		SP:Iteration 4F (602.290000 sec): 3 clusters
  Score: Raw -2736201.394289 + Penalty 3319.746739 = -2732881.647550
  nChanged 1735
		SP:Iteration 5F (602.360000 sec): 3 clusters
  Score: Raw -2737153.943463 + Penalty 3319.746739 = -2733834.196724
  nChanged 1521
		SP:Iteration 6F (602.440000 sec): 3 clusters
  Score: Raw -2737870.969809 + Penalty 3319.746739 = -2734551.223070
  nChanged 1281
		SP:Iteration 7Q (602.510000 sec): 3 clusters
  Score: Raw -2738413.445707 + Penalty 3319.746739 = -2735093.698968
  nChanged 1068
		SP:Iteration 8Q (602.590000 sec): 3 clusters
  Score: Raw -2738835.543267 + Penalty 3319.746739 = -2735515.796528
  nChanged 891
		SP:Iteration 9Q (602.660000 sec): 3 clusters
  Score: Raw -2739162.803366 + Penalty 3319.746739 = -2735843.056627
  nChanged 723
		SP:Iteration 10Q (602.740000 sec): 3 clusters
  Score: Raw -2739419.182413 + Penalty 3319.746739 = -2736099.435674
  nChanged 615
		SP:Iteration 11Q (602.820000 sec): 3 clusters
  Score: Raw -2739625.811431 + Penalty 3319.746739 = -2736306.064692
  nChanged 567
		SP:Iteration 12Q (602.890000 sec): 3 clusters
  Score: Raw -2739825.050535 + Penalty 3319.746739 = -2736505.303796
  nChanged 562
		SP:Iteration 13Q (602.970000 sec): 3 clusters
  Score: Raw -2740045.289028 + Penalty 3319.746739 = -2736725.542289
  nChanged 542
		SP:Iteration 14Q (603.040000 sec): 3 clusters
  Score: Raw -2740266.278515 + Penalty 3319.746739 = -2736946.531776
  nChanged 496
		SP:Iteration 15Q (603.120000 sec): 3 clusters
  Score: Raw -2740457.591982 + Penalty 3319.746739 = -2737137.845244
  nChanged 416
		SP:Iteration 16Q (603.190000 sec): 3 clusters
  Score: Raw -2740598.875468 + Penalty 3319.746739 = -2737279.128729
  nChanged 380
		SP:Iteration 17Q (603.260000 sec): 3 clusters
  Score: Raw -2740712.466959 + Penalty 3319.746739 = -2737392.720221
  nChanged 281
		SP:Iteration 18Q (603.330000 sec): 3 clusters
  Score: Raw -2740780.137527 + Penalty 3319.746739 = -2737460.390788
  nChanged 250
		SP:Iteration 19Q (603.410000 sec): 3 clusters
  Score: Raw -2740841.070610 + Penalty 3319.746739 = -2737521.323871
  nChanged 210
		SP:Iteration 20F (603.480000 sec): 3 clusters
  Score: Raw -2740888.985208 + Penalty 3319.746739 = -2737569.238469
  nChanged 205
		SP:Iteration 21Q (603.550000 sec): 3 clusters
  Score: Raw -2740934.252841 + Penalty 3319.746739 = -2737614.506102
  nChanged 186
		SP:Iteration 22Q (603.620000 sec): 3 clusters
  Score: Raw -2740968.196659 + Penalty 3319.746739 = -2737648.449920
  nChanged 156
		SP:Iteration 23Q (603.690000 sec): 3 clusters
  Score: Raw -2740995.848854 + Penalty 3319.746739 = -2737676.102115
  nChanged 157
		SP:Iteration 24Q (603.770000 sec): 3 clusters
  Score: Raw -2741023.808792 + Penalty 3319.746739 = -2737704.062053
  nChanged 148
		SP:Iteration 25Q (603.830000 sec): 3 clusters
  Score: Raw -2741048.546121 + Penalty 3319.746739 = -2737728.799382
  nChanged 139
		SP:Iteration 26Q (603.900000 sec): 3 clusters
  Score: Raw -2741068.806992 + Penalty 3319.746739 = -2737749.060253
  nChanged 113
		SP:Iteration 27Q (603.970000 sec): 3 clusters
  Score: Raw -2741086.575167 + Penalty 3319.746739 = -2737766.828428
  nChanged 92
		SP:Iteration 28Q (604.040000 sec): 3 clusters
  Score: Raw -2741098.898318 + Penalty 3319.746739 = -2737779.151580
  nChanged 88
		SP:Iteration 29Q (604.110000 sec): 3 clusters
  Score: Raw -2741110.803889 + Penalty 3319.746739 = -2737791.057151
  nChanged 95
		SP:Iteration 30Q (604.180000 sec): 3 clusters
  Score: Raw -2741123.893727 + Penalty 3319.746739 = -2737804.146988
  nChanged 104
		SP:Iteration 31Q (604.250000 sec): 3 clusters
  Score: Raw -2741138.493374 + Penalty 3319.746739 = -2737818.746635
  nChanged 103
		SP:Iteration 32Q (604.330000 sec): 3 clusters
  Score: Raw -2741152.020559 + Penalty 3319.746739 = -2737832.273820
  nChanged 96
		SP:Iteration 33Q (604.400000 sec): 3 clusters
  Score: Raw -2741162.276036 + Penalty 3319.746739 = -2737842.529297
  nChanged 89
		SP:Iteration 34Q (604.470000 sec): 3 clusters
  Score: Raw -2741175.251909 + Penalty 3319.746739 = -2737855.505170
  nChanged 93
		SP:Iteration 35Q (604.540000 sec): 3 clusters
  Score: Raw -2741188.442442 + Penalty 3319.746739 = -2737868.695703
  nChanged 95
		SP:Iteration 36Q (604.610000 sec): 3 clusters
  Score: Raw -2741203.723560 + Penalty 3319.746739 = -2737883.976821
  nChanged 104
		SP:Iteration 37Q (604.670000 sec): 3 clusters
  Score: Raw -2741222.336660 + Penalty 3319.746739 = -2737902.589921
  nChanged 109
		SP:Iteration 38Q (604.750000 sec): 3 clusters
  Score: Raw -2741242.801323 + Penalty 3319.746739 = -2737923.054584
  nChanged 125
		SP:Iteration 39Q (604.810000 sec): 3 clusters
  Score: Raw -2741267.998179 + Penalty 3319.746739 = -2737948.251440
  nChanged 127
		SP:Iteration 40F (604.890000 sec): 3 clusters
  Score: Raw -2741293.005292 + Penalty 3319.746739 = -2737973.258553
  nChanged 129
		SP:Iteration 41Q (604.960000 sec): 3 clusters
  Score: Raw -2741321.357427 + Penalty 3319.746739 = -2738001.610688
  nChanged 148
		SP:Iteration 42Q (605.030000 sec): 3 clusters
  Score: Raw -2741351.109934 + Penalty 3319.746739 = -2738031.363195
  nChanged 130
		SP:Iteration 43Q (605.100000 sec): 3 clusters
  Score: Raw -2741376.645960 + Penalty 3319.746739 = -2738056.899221
  nChanged 131
		SP:Iteration 44Q (605.170000 sec): 3 clusters
  Score: Raw -2741403.235859 + Penalty 3319.746739 = -2738083.489120
  nChanged 141
		SP:Iteration 45Q (605.230000 sec): 3 clusters
  Score: Raw -2741434.419053 + Penalty 3319.746739 = -2738114.672314
  nChanged 148
		SP:Iteration 46Q (605.300000 sec): 3 clusters
  Score: Raw -2741468.830102 + Penalty 3319.746739 = -2738149.083363
  nChanged 165
		SP:Iteration 47Q (605.370000 sec): 3 clusters
  Score: Raw -2741505.251118 + Penalty 3319.746739 = -2738185.504379
  nChanged 135
		SP:Iteration 48Q (605.430000 sec): 3 clusters
  Score: Raw -2741529.283307 + Penalty 3319.746739 = -2738209.536568
  nChanged 110
		SP:Iteration 49Q (605.500000 sec): 3 clusters
  Score: Raw -2741545.701517 + Penalty 3319.746739 = -2738225.954778
  nChanged 96
		SP:Iteration 50Q (605.570000 sec): 3 clusters
  Score: Raw -2741558.502668 + Penalty 3319.746739 = -2738238.755929
  nChanged 75
		SP:Iteration 51Q (605.640000 sec): 3 clusters
  Score: Raw -2741569.698518 + Penalty 3319.746739 = -2738249.951779
  nChanged 86
		SP:Iteration 52Q (605.710000 sec): 3 clusters
  Score: Raw -2741583.530430 + Penalty 3319.746739 = -2738263.783691
  nChanged 89
		SP:Iteration 53Q (605.770000 sec): 3 clusters
  Score: Raw -2741597.892922 + Penalty 3319.746739 = -2738278.146184
  nChanged 94
		SP:Iteration 54Q (605.840000 sec): 3 clusters
  Score: Raw -2741612.007422 + Penalty 3319.746739 = -2738292.260684
  nChanged 88
		SP:Iteration 55Q (605.910000 sec): 3 clusters
  Score: Raw -2741625.329928 + Penalty 3319.746739 = -2738305.583189
  nChanged 73
		SP:Iteration 56Q (605.970000 sec): 3 clusters
  Score: Raw -2741637.251022 + Penalty 3319.746739 = -2738317.504283
  nChanged 89
		SP:Iteration 57Q (606.040000 sec): 3 clusters
  Score: Raw -2741652.111540 + Penalty 3319.746739 = -2738332.364801
  nChanged 88
		SP:Iteration 58Q (606.100000 sec): 3 clusters
  Score: Raw -2741668.508630 + Penalty 3319.746739 = -2738348.761891
  nChanged 89
		SP:Iteration 59Q (606.170000 sec): 3 clusters
  Score: Raw -2741685.939537 + Penalty 3319.746739 = -2738366.192798
  nChanged 89
		SP:Iteration 60F (606.240000 sec): 3 clusters
  Score: Raw -2741700.494852 + Penalty 3319.746739 = -2738380.748113
  nChanged 79
		SP:Iteration 61Q (606.310000 sec): 3 clusters
  Score: Raw -2741712.761240 + Penalty 3319.746739 = -2738393.014501
  nChanged 78
		SP:Iteration 62Q (606.370000 sec): 3 clusters
  Score: Raw -2741725.332116 + Penalty 3319.746739 = -2738405.585377
  nChanged 55
		SP:Iteration 63Q (606.430000 sec): 3 clusters
  Score: Raw -2741733.653599 + Penalty 3319.746739 = -2738413.906860
  nChanged 60
		SP:Iteration 64Q (606.500000 sec): 3 clusters
  Score: Raw -2741742.191458 + Penalty 3319.746739 = -2738422.444719
  nChanged 55
		SP:Iteration 65Q (606.560000 sec): 3 clusters
  Score: Raw -2741749.616330 + Penalty 3319.746739 = -2738429.869591
  nChanged 59
		SP:Iteration 66Q (606.630000 sec): 3 clusters
  Score: Raw -2741757.551053 + Penalty 3319.746739 = -2738437.804314
  nChanged 53
		SP:Iteration 67Q (606.690000 sec): 3 clusters
  Score: Raw -2741764.480396 + Penalty 3319.746739 = -2738444.733657
  nChanged 59
		SP:Iteration 68Q (606.750000 sec): 3 clusters
  Score: Raw -2741773.969950 + Penalty 3319.746739 = -2738454.223211
  nChanged 68
		SP:Iteration 69Q (606.810000 sec): 3 clusters
  Score: Raw -2741784.434932 + Penalty 3319.746739 = -2738464.688193
  nChanged 60
		SP:Iteration 70Q (606.870000 sec): 3 clusters
  Score: Raw -2741793.975383 + Penalty 3319.746739 = -2738474.228645
  nChanged 59
		SP:Iteration 71Q (606.940000 sec): 3 clusters
  Score: Raw -2741801.803561 + Penalty 3319.746739 = -2738482.056822
  nChanged 46
		SP:Iteration 72Q (607.000000 sec): 3 clusters
  Score: Raw -2741806.831135 + Penalty 3319.746739 = -2738487.084396
  nChanged 49
		SP:Iteration 73Q (607.070000 sec): 3 clusters
  Score: Raw -2741811.604164 + Penalty 3319.746739 = -2738491.857425
  nChanged 39
		SP:Iteration 74Q (607.130000 sec): 3 clusters
  Score: Raw -2741817.535019 + Penalty 3319.746739 = -2738497.788280
  nChanged 42
		SP:Iteration 75Q (607.190000 sec): 3 clusters
  Score: Raw -2741824.039151 + Penalty 3319.746739 = -2738504.292412
  nChanged 52
		SP:Iteration 76Q (607.260000 sec): 3 clusters
  Score: Raw -2741831.744372 + Penalty 3319.746739 = -2738511.997633
  nChanged 61
		SP:Iteration 77Q (607.330000 sec): 3 clusters
  Score: Raw -2741844.487513 + Penalty 3319.746739 = -2738524.740774
  nChanged 62
		SP:Iteration 78Q (607.390000 sec): 3 clusters
  Score: Raw -2741854.935578 + Penalty 3319.746739 = -2738535.188839
  nChanged 60
		SP:Iteration 79Q (607.450000 sec): 3 clusters
  Score: Raw -2741863.840317 + Penalty 3319.746739 = -2738544.093578
  nChanged 46
		SP:Iteration 80F (607.520000 sec): 3 clusters
  Score: Raw -2741869.764545 + Penalty 3319.746739 = -2738550.017806
  nChanged 51
		SP:Iteration 81Q (607.590000 sec): 3 clusters
  Score: Raw -2741876.637110 + Penalty 3319.746739 = -2738556.890371
  nChanged 45
		SP:Iteration 82Q (607.650000 sec): 3 clusters
  Score: Raw -2741882.400213 + Penalty 3319.746739 = -2738562.653474
  nChanged 34
		SP:Iteration 83Q (607.710000 sec): 3 clusters
  Score: Raw -2741886.146574 + Penalty 3319.746739 = -2738566.399835
  nChanged 27
		SP:Iteration 84Q (607.770000 sec): 3 clusters
  Score: Raw -2741889.008743 + Penalty 3319.746739 = -2738569.262004
  nChanged 23
		SP:Iteration 85Q (607.830000 sec): 3 clusters
  Score: Raw -2741891.376886 + Penalty 3319.746739 = -2738571.630147
  nChanged 26
		SP:Iteration 86Q (607.890000 sec): 3 clusters
  Score: Raw -2741894.493800 + Penalty 3319.746739 = -2738574.747061
  nChanged 23
		SP:Iteration 87Q (607.950000 sec): 3 clusters
  Score: Raw -2741897.318689 + Penalty 3319.746739 = -2738577.571950
  nChanged 33
		SP:Iteration 88Q (608.010000 sec): 3 clusters
  Score: Raw -2741901.428809 + Penalty 3319.746739 = -2738581.682070
  nChanged 26
		SP:Iteration 89Q (608.070000 sec): 3 clusters
  Score: Raw -2741903.624739 + Penalty 3319.746739 = -2738583.878000
  nChanged 22
		SP:Iteration 90Q (608.130000 sec): 3 clusters
  Score: Raw -2741905.567677 + Penalty 3319.746739 = -2738585.820938
  nChanged 25
		SP:Iteration 91Q (608.190000 sec): 3 clusters
  Score: Raw -2741908.095950 + Penalty 3319.746739 = -2738588.349211
  nChanged 29
		SP:Iteration 92Q (608.250000 sec): 3 clusters
  Score: Raw -2741911.223014 + Penalty 3319.746739 = -2738591.476275
  nChanged 29
		SP:Iteration 93Q (608.310000 sec): 3 clusters
  Score: Raw -2741914.826551 + Penalty 3319.746739 = -2738595.079812
  nChanged 26
		SP:Iteration 94Q (608.370000 sec): 3 clusters
  Score: Raw -2741917.631123 + Penalty 3319.746739 = -2738597.884384
  nChanged 27
		SP:Iteration 95Q (608.430000 sec): 3 clusters
  Score: Raw -2741920.532921 + Penalty 3319.746739 = -2738600.786182
  nChanged 24
		SP:Iteration 96Q (608.490000 sec): 3 clusters
  Score: Raw -2741923.027699 + Penalty 3319.746739 = -2738603.280960
  nChanged 21
		SP:Iteration 97Q (608.560000 sec): 3 clusters
  Score: Raw -2741925.266883 + Penalty 3319.746739 = -2738605.520144
  nChanged 23
		SP:Iteration 98Q (608.620000 sec): 3 clusters
  Score: Raw -2741927.866591 + Penalty 3319.746739 = -2738608.119852
  nChanged 26
		SP:Iteration 99Q (608.680000 sec): 3 clusters
  Score: Raw -2741930.434123 + Penalty 3319.746739 = -2738610.687384
  nChanged 20
		SP:Iteration 100F (608.760000 sec): 3 clusters
  Score: Raw -2741932.010141 + Penalty 3319.746739 = -2738612.263403
  nChanged 16
		SP:Iteration 101Q (608.820000 sec): 3 clusters
  Score: Raw -2741934.033844 + Penalty 3319.746739 = -2738614.287105
  nChanged 17
		SP:Iteration 102Q (608.880000 sec): 3 clusters
  Score: Raw -2741936.320950 + Penalty 3319.746739 = -2738616.574211
  nChanged 19
		SP:Iteration 103Q (608.940000 sec): 3 clusters
  Score: Raw -2741938.339031 + Penalty 3319.746739 = -2738618.592292
  nChanged 15
		SP:Iteration 104Q (609.000000 sec): 3 clusters
  Score: Raw -2741940.766778 + Penalty 3319.746739 = -2738621.020039
  nChanged 26
		SP:Iteration 105Q (609.060000 sec): 3 clusters
  Score: Raw -2741944.315656 + Penalty 3319.746739 = -2738624.568917
  nChanged 30
		SP:Iteration 106Q (609.120000 sec): 3 clusters
  Score: Raw -2741948.811209 + Penalty 3319.746739 = -2738629.064470
  nChanged 31
		SP:Iteration 107Q (609.180000 sec): 3 clusters
  Score: Raw -2741953.498217 + Penalty 3319.746739 = -2738633.751478
  nChanged 31
		SP:Iteration 108Q (609.240000 sec): 3 clusters
  Score: Raw -2741958.872526 + Penalty 3319.746739 = -2738639.125787
  nChanged 25
		SP:Iteration 109Q (609.310000 sec): 3 clusters
  Score: Raw -2741962.822314 + Penalty 3319.746739 = -2738643.075575
  nChanged 31
		SP:Iteration 110Q (609.370000 sec): 3 clusters
  Score: Raw -2741968.783708 + Penalty 3319.746739 = -2738649.036969
  nChanged 35
		SP:Iteration 111Q (609.430000 sec): 3 clusters
  Score: Raw -2741975.802560 + Penalty 3319.746739 = -2738656.055821
  nChanged 36
		SP:Iteration 112Q (609.490000 sec): 3 clusters
  Score: Raw -2741981.995863 + Penalty 3319.746739 = -2738662.249124
  nChanged 33
		SP:Iteration 113Q (609.550000 sec): 3 clusters
  Score: Raw -2741987.816580 + Penalty 3319.746739 = -2738668.069841
  nChanged 37
		SP:Iteration 114Q (609.610000 sec): 3 clusters
  Score: Raw -2741993.624598 + Penalty 3319.746739 = -2738673.877859
  nChanged 38
		SP:Iteration 115Q (609.670000 sec): 3 clusters
  Score: Raw -2741998.348676 + Penalty 3319.746739 = -2738678.601937
  nChanged 31
		SP:Iteration 116Q (609.740000 sec): 3 clusters
  Score: Raw -2742002.077609 + Penalty 3319.746739 = -2738682.330870
  nChanged 29
		SP:Iteration 117Q (609.800000 sec): 3 clusters
  Score: Raw -2742005.508789 + Penalty 3319.746739 = -2738685.762050
  nChanged 24
		SP:Iteration 118Q (609.860000 sec): 3 clusters
  Score: Raw -2742008.613725 + Penalty 3319.746739 = -2738688.866986
  nChanged 24
		SP:Iteration 119Q (609.920000 sec): 3 clusters
  Score: Raw -2742011.852900 + Penalty 3319.746739 = -2738692.106161
  nChanged 21
		SP:Iteration 120F (610.000000 sec): 3 clusters
  Score: Raw -2742014.780966 + Penalty 3319.746739 = -2738695.034227
  nChanged 24
		SP:Iteration 121Q (610.060000 sec): 3 clusters
  Score: Raw -2742017.831947 + Penalty 3319.746739 = -2738698.085208
  nChanged 27
		SP:Iteration 122Q (610.120000 sec): 3 clusters
  Score: Raw -2742020.832755 + Penalty 3319.746739 = -2738701.086016
  nChanged 19
		SP:Iteration 123Q (610.180000 sec): 3 clusters
  Score: Raw -2742023.508368 + Penalty 3319.746739 = -2738703.761629
  nChanged 19
		SP:Iteration 124Q (610.240000 sec): 3 clusters
  Score: Raw -2742026.110223 + Penalty 3319.746739 = -2738706.363484
  nChanged 22
		SP:Iteration 125Q (610.300000 sec): 3 clusters
  Score: Raw -2742028.459049 + Penalty 3319.746739 = -2738708.712310
  nChanged 27
		SP:Iteration 126Q (610.360000 sec): 3 clusters
  Score: Raw -2742031.107677 + Penalty 3319.746739 = -2738711.360938
  nChanged 17
		SP:Iteration 127Q (610.420000 sec): 3 clusters
  Score: Raw -2742032.960283 + Penalty 3319.746739 = -2738713.213544
  nChanged 17
		SP:Iteration 128Q (610.480000 sec): 3 clusters
  Score: Raw -2742035.268909 + Penalty 3319.746739 = -2738715.522170
  nChanged 21
		SP:Iteration 129Q (610.540000 sec): 3 clusters
  Score: Raw -2742038.630651 + Penalty 3319.746739 = -2738718.883912
  nChanged 28
		SP:Iteration 130Q (610.600000 sec): 3 clusters
  Score: Raw -2742042.948921 + Penalty 3319.746739 = -2738723.202182
  nChanged 28
		SP:Iteration 131Q (610.660000 sec): 3 clusters
  Score: Raw -2742047.008477 + Penalty 3319.746739 = -2738727.261738
  nChanged 29
		SP:Iteration 132Q (610.720000 sec): 3 clusters
  Score: Raw -2742051.115220 + Penalty 3319.746739 = -2738731.368481
  nChanged 25
		SP:Iteration 133Q (610.780000 sec): 3 clusters
  Score: Raw -2742054.581829 + Penalty 3319.746739 = -2738734.835090
  nChanged 28
		SP:Iteration 134Q (610.840000 sec): 3 clusters
  Score: Raw -2742058.277384 + Penalty 3319.746739 = -2738738.530645
  nChanged 23
		SP:Iteration 135Q (610.890000 sec): 3 clusters
  Score: Raw -2742061.294571 + Penalty 3319.746739 = -2738741.547832
  nChanged 21
		SP:Iteration 136Q (610.950000 sec): 3 clusters
  Score: Raw -2742063.592433 + Penalty 3319.746739 = -2738743.845694
  nChanged 25
		SP:Iteration 137Q (611.010000 sec): 3 clusters
  Score: Raw -2742067.804198 + Penalty 3319.746739 = -2738748.057460
  nChanged 29
		SP:Iteration 138Q (611.060000 sec): 3 clusters
  Score: Raw -2742072.672214 + Penalty 3319.746739 = -2738752.925475
  nChanged 26
		SP:Iteration 139Q (611.120000 sec): 3 clusters
  Score: Raw -2742078.063232 + Penalty 3319.746739 = -2738758.316493
  nChanged 36
		SP:Iteration 140F (611.200000 sec): 3 clusters
  Score: Raw -2742085.194720 + Penalty 3319.746739 = -2738765.447981
  nChanged 29
		SP:Iteration 141Q (611.250000 sec): 3 clusters
  Score: Raw -2742091.267232 + Penalty 3319.746739 = -2738771.520494
  nChanged 30
		SP:Iteration 142Q (611.310000 sec): 3 clusters
  Score: Raw -2742096.360136 + Penalty 3319.746739 = -2738776.613397
  nChanged 35
		SP:Iteration 143Q (611.370000 sec): 3 clusters
  Score: Raw -2742102.578054 + Penalty 3319.746739 = -2738782.831315
  nChanged 39
		SP:Iteration 144Q (611.430000 sec): 3 clusters
  Score: Raw -2742110.706884 + Penalty 3319.746739 = -2738790.960145
  nChanged 43
		SP:Iteration 145Q (611.490000 sec): 3 clusters
  Score: Raw -2742120.388000 + Penalty 3319.746739 = -2738800.641261
  nChanged 35
		SP:Iteration 146Q (611.550000 sec): 3 clusters
  Score: Raw -2742126.808711 + Penalty 3319.746739 = -2738807.061972
  nChanged 33
		SP:Iteration 147Q (611.610000 sec): 3 clusters
  Score: Raw -2742133.147718 + Penalty 3319.746739 = -2738813.400979
  nChanged 40
		SP:Iteration 148Q (611.660000 sec): 3 clusters
  Score: Raw -2742141.661001 + Penalty 3319.746739 = -2738821.914262
  nChanged 33
		SP:Iteration 149Q (611.720000 sec): 3 clusters
  Score: Raw -2742147.137863 + Penalty 3319.746739 = -2738827.391125
  nChanged 26
		SP:Iteration 150Q (611.780000 sec): 3 clusters
  Score: Raw -2742151.568625 + Penalty 3319.746739 = -2738831.821886
  nChanged 34
		SP:Iteration 151Q (611.840000 sec): 3 clusters
  Score: Raw -2742158.200833 + Penalty 3319.746739 = -2738838.454094
  nChanged 30
		SP:Iteration 152Q (611.900000 sec): 3 clusters
  Score: Raw -2742165.647946 + Penalty 3319.746739 = -2738845.901207
  nChanged 42
		SP:Iteration 153Q (611.960000 sec): 3 clusters
  Score: Raw -2742176.620971 + Penalty 3319.746739 = -2738856.874232
  nChanged 42
		SP:Iteration 154Q (612.010000 sec): 3 clusters
  Score: Raw -2742188.571407 + Penalty 3319.746739 = -2738868.824668
  nChanged 42
		SP:Iteration 155Q (612.070000 sec): 3 clusters
  Score: Raw -2742199.511404 + Penalty 3319.746739 = -2738879.764665
  nChanged 36
		SP:Iteration 156Q (612.120000 sec): 3 clusters
  Score: Raw -2742206.642017 + Penalty 3319.746739 = -2738886.895278
  nChanged 31
		SP:Iteration 157Q (612.180000 sec): 3 clusters
  Score: Raw -2742211.930945 + Penalty 3319.746739 = -2738892.184206
  nChanged 25
		SP:Iteration 158Q (612.240000 sec): 3 clusters
  Score: Raw -2742215.886147 + Penalty 3319.746739 = -2738896.139408
  nChanged 23
		SP:Iteration 159Q (612.290000 sec): 3 clusters
  Score: Raw -2742219.996785 + Penalty 3319.746739 = -2738900.250047
  nChanged 19
		SP:Iteration 160F (612.360000 sec): 3 clusters
  Score: Raw -2742223.218169 + Penalty 3319.746739 = -2738903.471430
  nChanged 19
		SP:Iteration 161Q (612.420000 sec): 3 clusters
  Score: Raw -2742227.164492 + Penalty 3319.746739 = -2738907.417754
  nChanged 20
		SP:Iteration 162Q (612.480000 sec): 3 clusters
  Score: Raw -2742230.631592 + Penalty 3319.746739 = -2738910.884853
  nChanged 12
		SP:Iteration 163Q (612.530000 sec): 3 clusters
  Score: Raw -2742231.884451 + Penalty 3319.746739 = -2738912.137712
  nChanged 10
		SP:Iteration 164Q (612.590000 sec): 3 clusters
  Score: Raw -2742233.295536 + Penalty 3319.746739 = -2738913.548798
  nChanged 10
		SP:Iteration 165Q (612.650000 sec): 3 clusters
  Score: Raw -2742234.749529 + Penalty 3319.746739 = -2738915.002790
  nChanged 5
		SP:Iteration 166Q (612.700000 sec): 3 clusters
  Score: Raw -2742235.475599 + Penalty 3319.746739 = -2738915.728861
  nChanged 7
		SP:Iteration 167Q (612.760000 sec): 3 clusters
  Score: Raw -2742236.428949 + Penalty 3319.746739 = -2738916.682210
  nChanged 8
		SP:Iteration 168Q (612.820000 sec): 3 clusters
  Score: Raw -2742238.133616 + Penalty 3319.746739 = -2738918.386877
  nChanged 7
		SP:Iteration 169Q (612.880000 sec): 3 clusters
  Score: Raw -2742239.421810 + Penalty 3319.746739 = -2738919.675071
  nChanged 5
		SP:Iteration 170Q (612.940000 sec): 3 clusters
  Score: Raw -2742240.235264 + Penalty 3319.746739 = -2738920.488525
  nChanged 5
		SP:Iteration 171Q (612.990000 sec): 3 clusters
  Score: Raw -2742240.725827 + Penalty 3319.746739 = -2738920.979088
  nChanged 0
		SP:Iteration 172F (613.070000 sec): 3 clusters
  Score: Raw -2742240.725827 + Penalty 3319.746739 = -2738920.979088
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 12 (67472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (613.290000 sec): 2 clusters
  Score: Raw -6889290.776529 + Penalty 1806.913546 = -6887483.862983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (613.480000 sec): 3 clusters
  Score: Raw -6846101.523199 + Penalty 3613.827092 = -6842487.696106
  nChanged 31758
		SP:Iteration 1F (613.670000 sec): 3 clusters
  Score: Raw -6864801.003152 + Penalty 3613.827092 = -6861187.176060
  nChanged 2685
		SP:Iteration 2Q (613.860000 sec): 3 clusters
  Score: Raw -6865703.552380 + Penalty 3613.827092 = -6862089.725287
  nChanged 2887
		SP:Iteration 3Q (614.050000 sec): 3 clusters
  Score: Raw -6867007.026304 + Penalty 3613.827092 = -6863393.199212
  nChanged 3424
		SP:Iteration 4F (614.240000 sec): 3 clusters
  Score: Raw -6869083.514356 + Penalty 3613.827092 = -6865469.687264
  nChanged 4179
		SP:Iteration 5F (614.430000 sec): 3 clusters
  Score: Raw -6872104.343550 + Penalty 3613.827092 = -6868490.516458
  nChanged 4658
		SP:Iteration 6F (614.610000 sec): 3 clusters
  Score: Raw -6875645.957246 + Penalty 3613.827092 = -6872032.130154
  nChanged 4489
		SP:Iteration 7F (614.800000 sec): 3 clusters
  Score: Raw -6878593.517438 + Penalty 3613.827092 = -6874979.690346
  nChanged 3583
		SP:Iteration 8F (614.990000 sec): 3 clusters
  Score: Raw -6880332.555100 + Penalty 3613.827092 = -6876718.728007
  nChanged 2587
		SP:Iteration 9Q (615.180000 sec): 3 clusters
  Score: Raw -6881195.354103 + Penalty 3613.827092 = -6877581.527011
  nChanged 1886
		SP:Iteration 10Q (615.360000 sec): 3 clusters
  Score: Raw -6881694.844902 + Penalty 3613.827092 = -6878081.017810
  nChanged 1374
		SP:Iteration 11Q (615.550000 sec): 3 clusters
  Score: Raw -6881992.883970 + Penalty 3613.827092 = -6878379.056877
  nChanged 1110
		SP:Iteration 12Q (615.730000 sec): 3 clusters
  Score: Raw -6882190.093040 + Penalty 3613.827092 = -6878576.265948
  nChanged 859
		SP:Iteration 13Q (615.910000 sec): 3 clusters
  Score: Raw -6882323.174269 + Penalty 3613.827092 = -6878709.347177
  nChanged 781
		SP:Iteration 14Q (616.090000 sec): 3 clusters
  Score: Raw -6882445.914623 + Penalty 3613.827092 = -6878832.087531
  nChanged 808
		SP:Iteration 15Q (616.270000 sec): 3 clusters
  Score: Raw -6882571.454016 + Penalty 3613.827092 = -6878957.626924
  nChanged 805
		SP:Iteration 16Q (616.460000 sec): 3 clusters
  Score: Raw -6882702.464947 + Penalty 3613.827092 = -6879088.637855
  nChanged 836
		SP:Iteration 17Q (616.640000 sec): 3 clusters
  Score: Raw -6882842.024323 + Penalty 3613.827092 = -6879228.197231
  nChanged 866
		SP:Iteration 18Q (616.820000 sec): 3 clusters
  Score: Raw -6882994.415956 + Penalty 3613.827092 = -6879380.588863
  nChanged 913
		SP:Iteration 19Q (617.000000 sec): 3 clusters
  Score: Raw -6883166.683848 + Penalty 3613.827092 = -6879552.856756
  nChanged 1036
		SP:Iteration 20F (617.180000 sec): 3 clusters
  Score: Raw -6883386.080651 + Penalty 3613.827092 = -6879772.253558
  nChanged 1107
		SP:Iteration 21Q (617.360000 sec): 3 clusters
  Score: Raw -6883644.601436 + Penalty 3613.827092 = -6880030.774344
  nChanged 1235
		SP:Iteration 22Q (617.530000 sec): 3 clusters
  Score: Raw -6883975.620266 + Penalty 3613.827092 = -6880361.793174
  nChanged 1306
		SP:Iteration 23Q (617.710000 sec): 3 clusters
  Score: Raw -6884360.168090 + Penalty 3613.827092 = -6880746.340998
  nChanged 1388
		SP:Iteration 24Q (617.880000 sec): 3 clusters
  Score: Raw -6884791.121051 + Penalty 3613.827092 = -6881177.293959
  nChanged 1431
		SP:Iteration 25Q (618.050000 sec): 3 clusters
  Score: Raw -6885279.461642 + Penalty 3613.827092 = -6881665.634550
  nChanged 1452
		SP:Iteration 26Q (618.210000 sec): 3 clusters
  Score: Raw -6885812.285380 + Penalty 3613.827092 = -6882198.458288
  nChanged 1436
		SP:Iteration 27Q (618.380000 sec): 3 clusters
  Score: Raw -6886382.942843 + Penalty 3613.827092 = -6882769.115751
  nChanged 1320
		SP:Iteration 28Q (618.540000 sec): 3 clusters
  Score: Raw -6886925.496389 + Penalty 3613.827092 = -6883311.669296
  nChanged 1216
		SP:Iteration 29Q (618.700000 sec): 3 clusters
  Score: Raw -6887424.791089 + Penalty 3613.827092 = -6883810.963997
  nChanged 1076
		SP:Iteration 30Q (618.860000 sec): 3 clusters
  Score: Raw -6887877.112943 + Penalty 3613.827092 = -6884263.285851
  nChanged 883
		SP:Iteration 31Q (619.010000 sec): 3 clusters
  Score: Raw -6888239.587705 + Penalty 3613.827092 = -6884625.760612
  nChanged 708
		SP:Iteration 32Q (619.170000 sec): 3 clusters
  Score: Raw -6888534.698259 + Penalty 3613.827092 = -6884920.871167
  nChanged 590
		SP:Iteration 33Q (619.320000 sec): 3 clusters
  Score: Raw -6888778.320162 + Penalty 3613.827092 = -6885164.493070
  nChanged 471
		SP:Iteration 34Q (619.470000 sec): 3 clusters
  Score: Raw -6888956.548576 + Penalty 3613.827092 = -6885342.721483
  nChanged 362
		SP:Iteration 35Q (619.610000 sec): 3 clusters
  Score: Raw -6889094.866220 + Penalty 3613.827092 = -6885481.039128
  nChanged 295
		SP:Iteration 36Q (619.750000 sec): 3 clusters
  Score: Raw -6889208.518081 + Penalty 3613.827092 = -6885594.690988
  nChanged 243
		SP:Iteration 37Q (619.900000 sec): 3 clusters
  Score: Raw -6889298.634877 + Penalty 3613.827092 = -6885684.807785
  nChanged 188
		SP:Iteration 38Q (620.040000 sec): 3 clusters
  Score: Raw -6889365.055179 + Penalty 3613.827092 = -6885751.228087
  nChanged 148
		SP:Iteration 39Q (620.180000 sec): 3 clusters
  Score: Raw -6889414.778439 + Penalty 3613.827092 = -6885800.951347
  nChanged 131
		SP:Iteration 40F (620.370000 sec): 3 clusters
  Score: Raw -6889457.652482 + Penalty 3613.827092 = -6885843.825389
  nChanged 109
		SP:Iteration 41Q (620.510000 sec): 3 clusters
  Score: Raw -6889492.654632 + Penalty 3613.827092 = -6885878.827540
  nChanged 88
		SP:Iteration 42Q (620.650000 sec): 3 clusters
  Score: Raw -6889525.682971 + Penalty 3613.827092 = -6885911.855878
  nChanged 70
		SP:Iteration 43Q (620.780000 sec): 3 clusters
  Score: Raw -6889552.297883 + Penalty 3613.827092 = -6885938.470791
  nChanged 61
		SP:Iteration 44Q (620.920000 sec): 3 clusters
  Score: Raw -6889571.234691 + Penalty 3613.827092 = -6885957.407599
  nChanged 43
		SP:Iteration 45Q (621.060000 sec): 3 clusters
  Score: Raw -6889584.247282 + Penalty 3613.827092 = -6885970.420190
  nChanged 45
		SP:Iteration 46Q (621.200000 sec): 3 clusters
  Score: Raw -6889597.499787 + Penalty 3613.827092 = -6885983.672694
  nChanged 40
		SP:Iteration 47Q (621.340000 sec): 3 clusters
  Score: Raw -6889608.513756 + Penalty 3613.827092 = -6885994.686664
  nChanged 34
		SP:Iteration 48Q (621.480000 sec): 3 clusters
  Score: Raw -6889619.680076 + Penalty 3613.827092 = -6886005.852984
  nChanged 39
		SP:Iteration 49Q (621.610000 sec): 3 clusters
  Score: Raw -6889632.710976 + Penalty 3613.827092 = -6886018.883883
  nChanged 20
		SP:Iteration 50Q (621.750000 sec): 3 clusters
  Score: Raw -6889638.448624 + Penalty 3613.827092 = -6886024.621532
  nChanged 17
		SP:Iteration 51Q (621.880000 sec): 3 clusters
  Score: Raw -6889642.556112 + Penalty 3613.827092 = -6886028.729020
  nChanged 13
		SP:Iteration 52Q (622.020000 sec): 3 clusters
  Score: Raw -6889646.775395 + Penalty 3613.827092 = -6886032.948302
  nChanged 19
		SP:Iteration 53Q (622.160000 sec): 3 clusters
  Score: Raw -6889651.766686 + Penalty 3613.827092 = -6886037.939594
  nChanged 15
		SP:Iteration 54Q (622.300000 sec): 3 clusters
  Score: Raw -6889656.415667 + Penalty 3613.827092 = -6886042.588575
  nChanged 23
		SP:Iteration 55Q (622.440000 sec): 3 clusters
  Score: Raw -6889663.540114 + Penalty 3613.827092 = -6886049.713022
  nChanged 19
		SP:Iteration 56Q (622.580000 sec): 3 clusters
  Score: Raw -6889669.264698 + Penalty 3613.827092 = -6886055.437606
  nChanged 14
		SP:Iteration 57Q (622.710000 sec): 3 clusters
  Score: Raw -6889673.807209 + Penalty 3613.827092 = -6886059.980117
  nChanged 19
		SP:Iteration 58Q (622.850000 sec): 3 clusters
  Score: Raw -6889681.272405 + Penalty 3613.827092 = -6886067.445313
  nChanged 20
		SP:Iteration 59Q (622.980000 sec): 3 clusters
  Score: Raw -6889686.805806 + Penalty 3613.827092 = -6886072.978714
  nChanged 15
		SP:Iteration 60F (623.160000 sec): 3 clusters
  Score: Raw -6889691.697718 + Penalty 3613.827092 = -6886077.870625
  nChanged 19
		SP:Iteration 61Q (623.310000 sec): 3 clusters
  Score: Raw -6889697.777941 + Penalty 3613.827092 = -6886083.950848
  nChanged 15
		SP:Iteration 62Q (623.450000 sec): 3 clusters
  Score: Raw -6889701.347813 + Penalty 3613.827092 = -6886087.520721
  nChanged 6
		SP:Iteration 63Q (623.580000 sec): 3 clusters
  Score: Raw -6889702.626778 + Penalty 3613.827092 = -6886088.799686
  nChanged 8
		SP:Iteration 64Q (623.720000 sec): 3 clusters
  Score: Raw -6889704.681417 + Penalty 3613.827092 = -6886090.854325
  nChanged 9
		SP:Iteration 65Q (623.860000 sec): 3 clusters
  Score: Raw -6889706.909573 + Penalty 3613.827092 = -6886093.082481
  nChanged 5
		SP:Iteration 66Q (624.010000 sec): 3 clusters
  Score: Raw -6889708.518739 + Penalty 3613.827092 = -6886094.691647
  nChanged 6
		SP:Iteration 67Q (624.150000 sec): 3 clusters
  Score: Raw -6889710.144080 + Penalty 3613.827092 = -6886096.316988
  nChanged 6
		SP:Iteration 68Q (624.280000 sec): 3 clusters
  Score: Raw -6889712.124881 + Penalty 3613.827092 = -6886098.297789
  nChanged 6
		SP:Iteration 69Q (624.410000 sec): 3 clusters
  Score: Raw -6889713.480510 + Penalty 3613.827092 = -6886099.653418
  nChanged 9
		SP:Iteration 70Q (624.550000 sec): 3 clusters
  Score: Raw -6889715.104996 + Penalty 3613.827092 = -6886101.277903
  nChanged 5
		SP:Iteration 71Q (624.690000 sec): 3 clusters
  Score: Raw -6889716.160298 + Penalty 3613.827092 = -6886102.333206
  nChanged 3
		SP:Iteration 72Q (624.830000 sec): 3 clusters
  Score: Raw -6889716.599130 + Penalty 3613.827092 = -6886102.772038
  nChanged 3
		SP:Iteration 73Q (624.970000 sec): 3 clusters
  Score: Raw -6889717.056035 + Penalty 3613.827092 = -6886103.228943
  nChanged 0
		SP:Iteration 74F (625.150000 sec): 3 clusters
  Score: Raw -6889717.056035 + Penalty 3613.827092 = -6886103.228943
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (37202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (625.270000 sec): 2 clusters
  Score: Raw -3585741.079708 + Penalty 1710.169143 = -3584030.910565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (625.380000 sec): 3 clusters
  Score: Raw -3562382.768342 + Penalty 3420.338286 = -3558962.430056
  nChanged 17304
		SP:Iteration 1F (625.480000 sec): 3 clusters
  Score: Raw -3573336.688341 + Penalty 3420.338286 = -3569916.350055
  nChanged 2926
		SP:Iteration 2F (625.590000 sec): 3 clusters
  Score: Raw -3576119.372837 + Penalty 3420.338286 = -3572699.034552
  nChanged 3923
		SP:Iteration 3F (625.690000 sec): 3 clusters
  Score: Raw -3580438.832116 + Penalty 3420.338286 = -3577018.493831
  nChanged 4054
		SP:Iteration 4F (625.790000 sec): 3 clusters
  Score: Raw -3584696.796307 + Penalty 3420.338286 = -3581276.458021
  nChanged 3081
		SP:Iteration 5F (625.890000 sec): 3 clusters
  Score: Raw -3587160.675309 + Penalty 3420.338286 = -3583740.337024
  nChanged 1872
		SP:Iteration 6F (625.990000 sec): 3 clusters
  Score: Raw -3588138.139482 + Penalty 3420.338286 = -3584717.801196
  nChanged 1057
		SP:Iteration 7Q (626.110000 sec): 3 clusters
  Score: Raw -3588495.760936 + Penalty 3420.338286 = -3585075.422650
  nChanged 617
		SP:Iteration 8Q (626.210000 sec): 3 clusters
  Score: Raw -3588650.102437 + Penalty 3420.338286 = -3585229.764151
  nChanged 389
		SP:Iteration 9Q (626.310000 sec): 3 clusters
  Score: Raw -3588727.758853 + Penalty 3420.338286 = -3585307.420567
  nChanged 262
		SP:Iteration 10Q (626.420000 sec): 3 clusters
  Score: Raw -3588769.997536 + Penalty 3420.338286 = -3585349.659250
  nChanged 213
		SP:Iteration 11Q (626.520000 sec): 3 clusters
  Score: Raw -3588798.912154 + Penalty 3420.338286 = -3585378.573868
  nChanged 168
		SP:Iteration 12Q (626.630000 sec): 3 clusters
  Score: Raw -3588823.865976 + Penalty 3420.338286 = -3585403.527690
  nChanged 172
		SP:Iteration 13Q (626.730000 sec): 3 clusters
  Score: Raw -3588850.234526 + Penalty 3420.338286 = -3585429.896240
  nChanged 163
		SP:Iteration 14Q (626.840000 sec): 3 clusters
  Score: Raw -3588877.254952 + Penalty 3420.338286 = -3585456.916666
  nChanged 138
		SP:Iteration 15Q (626.940000 sec): 3 clusters
  Score: Raw -3588895.187599 + Penalty 3420.338286 = -3585474.849313
  nChanged 99
		SP:Iteration 16Q (627.040000 sec): 3 clusters
  Score: Raw -3588905.970892 + Penalty 3420.338286 = -3585485.632607
  nChanged 101
		SP:Iteration 17Q (627.150000 sec): 3 clusters
  Score: Raw -3588915.368098 + Penalty 3420.338286 = -3585495.029812
  nChanged 90
		SP:Iteration 18Q (627.250000 sec): 3 clusters
  Score: Raw -3588923.482691 + Penalty 3420.338286 = -3585503.144405
  nChanged 65
		SP:Iteration 19Q (627.350000 sec): 3 clusters
  Score: Raw -3588929.227757 + Penalty 3420.338286 = -3585508.889472
  nChanged 62
		SP:Iteration 20F (627.460000 sec): 3 clusters
  Score: Raw -3588934.681765 + Penalty 3420.338286 = -3585514.343479
  nChanged 61
		SP:Iteration 21Q (627.560000 sec): 3 clusters
  Score: Raw -3588940.220488 + Penalty 3420.338286 = -3585519.882203
  nChanged 59
		SP:Iteration 22Q (627.670000 sec): 3 clusters
  Score: Raw -3588945.707678 + Penalty 3420.338286 = -3585525.369392
  nChanged 53
		SP:Iteration 23Q (627.770000 sec): 3 clusters
  Score: Raw -3588950.735153 + Penalty 3420.338286 = -3585530.396868
  nChanged 47
		SP:Iteration 24Q (627.870000 sec): 3 clusters
  Score: Raw -3588954.421209 + Penalty 3420.338286 = -3585534.082924
  nChanged 43
		SP:Iteration 25Q (627.970000 sec): 3 clusters
  Score: Raw -3588958.462984 + Penalty 3420.338286 = -3585538.124698
  nChanged 50
		SP:Iteration 26Q (628.070000 sec): 3 clusters
  Score: Raw -3588963.629221 + Penalty 3420.338286 = -3585543.290935
  nChanged 54
		SP:Iteration 27Q (628.180000 sec): 3 clusters
  Score: Raw -3588969.425009 + Penalty 3420.338286 = -3585549.086723
  nChanged 47
		SP:Iteration 28Q (628.280000 sec): 3 clusters
  Score: Raw -3588974.517132 + Penalty 3420.338286 = -3585554.178846
  nChanged 42
		SP:Iteration 29Q (628.390000 sec): 3 clusters
  Score: Raw -3588978.322343 + Penalty 3420.338286 = -3585557.984057
  nChanged 35
		SP:Iteration 30Q (628.490000 sec): 3 clusters
  Score: Raw -3588980.560312 + Penalty 3420.338286 = -3585560.222027
  nChanged 21
		SP:Iteration 31Q (628.590000 sec): 3 clusters
  Score: Raw -3588982.088517 + Penalty 3420.338286 = -3585561.750231
  nChanged 16
		SP:Iteration 32Q (628.700000 sec): 3 clusters
  Score: Raw -3588983.100847 + Penalty 3420.338286 = -3585562.762561
  nChanged 16
		SP:Iteration 33Q (628.800000 sec): 3 clusters
  Score: Raw -3588984.144900 + Penalty 3420.338286 = -3585563.806614
  nChanged 18
		SP:Iteration 34Q (628.900000 sec): 3 clusters
  Score: Raw -3588985.012366 + Penalty 3420.338286 = -3585564.674080
  nChanged 12
		SP:Iteration 35Q (629.010000 sec): 3 clusters
  Score: Raw -3588985.419049 + Penalty 3420.338286 = -3585565.080763
  nChanged 5
		SP:Iteration 36Q (629.110000 sec): 3 clusters
  Score: Raw -3588985.721685 + Penalty 3420.338286 = -3585565.383399
  nChanged 7
		SP:Iteration 37Q (629.210000 sec): 3 clusters
  Score: Raw -3588986.126673 + Penalty 3420.338286 = -3585565.788388
  nChanged 11
		SP:Iteration 38Q (629.310000 sec): 3 clusters
  Score: Raw -3588986.760347 + Penalty 3420.338286 = -3585566.422061
  nChanged 9
		SP:Iteration 39Q (629.410000 sec): 3 clusters
  Score: Raw -3588987.269643 + Penalty 3420.338286 = -3585566.931357
  nChanged 9
		SP:Iteration 40F (629.520000 sec): 3 clusters
  Score: Raw -3588987.733869 + Penalty 3420.338286 = -3585567.395583
  nChanged 7
		SP:Iteration 41Q (629.620000 sec): 3 clusters
  Score: Raw -3588988.021805 + Penalty 3420.338286 = -3585567.683520
  nChanged 2
		SP:Iteration 42Q (629.730000 sec): 3 clusters
  Score: Raw -3588988.087631 + Penalty 3420.338286 = -3585567.749345
  nChanged 1
		SP:Iteration 43Q (629.840000 sec): 3 clusters
  Score: Raw -3588988.121088 + Penalty 3420.338286 = -3585567.782802
  nChanged 0
		SP:Iteration 44F (629.940000 sec): 3 clusters
  Score: Raw -3588988.121088 + Penalty 3420.338286 = -3585567.782802
  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 8.67 GB.

 Trying to split cluster 14 (6781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (629.990000 sec): 2 clusters
  Score: Raw -671124.891291 + Penalty 1433.555478 = -669691.335813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (630.010000 sec): 3 clusters
  Score: Raw -667471.746191 + Penalty 2867.110955 = -664604.635235
  nChanged 2837
		SP:Iteration 1F (630.030000 sec): 3 clusters
  Score: Raw -669513.341929 + Penalty 2867.110955 = -666646.230974
  nChanged 629
		SP:Iteration 2F (630.040000 sec): 3 clusters
  Score: Raw -670209.309750 + Penalty 2867.110955 = -667342.198795
  nChanged 624
		SP:Iteration 3F (630.060000 sec): 3 clusters
  Score: Raw -670713.059963 + Penalty 2867.110955 = -667845.949008
  nChanged 516
		SP:Iteration 4F (630.080000 sec): 3 clusters
  Score: Raw -671135.643544 + Penalty 2867.110955 = -668268.532589
  nChanged 485
		SP:Iteration 5F (630.100000 sec): 3 clusters
  Score: Raw -671566.722100 + Penalty 2867.110955 = -668699.611144
  nChanged 388
		SP:Iteration 6F (630.110000 sec): 3 clusters
  Score: Raw -671885.287530 + Penalty 2867.110955 = -669018.176575
  nChanged 249
		SP:Iteration 7Q (630.130000 sec): 3 clusters
  Score: Raw -672059.477188 + Penalty 2867.110955 = -669192.366233
  nChanged 161
		SP:Iteration 8Q (630.150000 sec): 3 clusters
  Score: Raw -672149.030807 + Penalty 2867.110955 = -669281.919851
  nChanged 106
		SP:Iteration 9Q (630.170000 sec): 3 clusters
  Score: Raw -672199.352302 + Penalty 2867.110955 = -669332.241346
  nChanged 66
		SP:Iteration 10Q (630.180000 sec): 3 clusters
  Score: Raw -672229.683664 + Penalty 2867.110955 = -669362.572708
  nChanged 57
		SP:Iteration 11Q (630.200000 sec): 3 clusters
  Score: Raw -672266.129534 + Penalty 2867.110955 = -669399.018579
  nChanged 68
		SP:Iteration 12Q (630.220000 sec): 3 clusters
  Score: Raw -672311.750809 + Penalty 2867.110955 = -669444.639853
  nChanged 68
		SP:Iteration 13Q (630.230000 sec): 3 clusters
  Score: Raw -672356.161490 + Penalty 2867.110955 = -669489.050535
  nChanged 59
		SP:Iteration 14Q (630.250000 sec): 3 clusters
  Score: Raw -672396.443714 + Penalty 2867.110955 = -669529.332759
  nChanged 52
		SP:Iteration 15Q (630.270000 sec): 3 clusters
  Score: Raw -672429.058876 + Penalty 2867.110955 = -669561.947921
  nChanged 43
		SP:Iteration 16Q (630.280000 sec): 3 clusters
  Score: Raw -672461.336881 + Penalty 2867.110955 = -669594.225926
  nChanged 41
		SP:Iteration 17Q (630.300000 sec): 3 clusters
  Score: Raw -672491.680708 + Penalty 2867.110955 = -669624.569753
  nChanged 35
		SP:Iteration 18Q (630.320000 sec): 3 clusters
  Score: Raw -672514.670223 + Penalty 2867.110955 = -669647.559268
  nChanged 28
		SP:Iteration 19Q (630.330000 sec): 3 clusters
  Score: Raw -672531.988731 + Penalty 2867.110955 = -669664.877776
  nChanged 33
		SP:Iteration 20F (630.350000 sec): 3 clusters
  Score: Raw -672555.762109 + Penalty 2867.110955 = -669688.651153
  nChanged 27
		SP:Iteration 21Q (630.370000 sec): 3 clusters
  Score: Raw -672576.123581 + Penalty 2867.110955 = -669709.012625
  nChanged 21
		SP:Iteration 22Q (630.380000 sec): 3 clusters
  Score: Raw -672587.334061 + Penalty 2867.110955 = -669720.223105
  nChanged 14
		SP:Iteration 23Q (630.400000 sec): 3 clusters
  Score: Raw -672595.537132 + Penalty 2867.110955 = -669728.426177
  nChanged 12
		SP:Iteration 24Q (630.410000 sec): 3 clusters
  Score: Raw -672599.974727 + Penalty 2867.110955 = -669732.863772
  nChanged 8
		SP:Iteration 25Q (630.430000 sec): 3 clusters
  Score: Raw -672603.832801 + Penalty 2867.110955 = -669736.721846
  nChanged 8
		SP:Iteration 26Q (630.440000 sec): 3 clusters
  Score: Raw -672607.124222 + Penalty 2867.110955 = -669740.013267
  nChanged 7
		SP:Iteration 27Q (630.460000 sec): 3 clusters
  Score: Raw -672609.892008 + Penalty 2867.110955 = -669742.781053
  nChanged 6
		SP:Iteration 28Q (630.470000 sec): 3 clusters
  Score: Raw -672612.999196 + Penalty 2867.110955 = -669745.888241
  nChanged 5
		SP:Iteration 29Q (630.490000 sec): 3 clusters
  Score: Raw -672615.632503 + Penalty 2867.110955 = -669748.521548
  nChanged 4
		SP:Iteration 30Q (630.500000 sec): 3 clusters
  Score: Raw -672617.682730 + Penalty 2867.110955 = -669750.571775
  nChanged 5
		SP:Iteration 31Q (630.520000 sec): 3 clusters
  Score: Raw -672620.894521 + Penalty 2867.110955 = -669753.783565
  nChanged 6
		SP:Iteration 32Q (630.530000 sec): 3 clusters
  Score: Raw -672624.628236 + Penalty 2867.110955 = -669757.517281
  nChanged 7
		SP:Iteration 33Q (630.550000 sec): 3 clusters
  Score: Raw -672628.808356 + Penalty 2867.110955 = -669761.697400
  nChanged 10
		SP:Iteration 34Q (630.560000 sec): 3 clusters
  Score: Raw -672634.834912 + Penalty 2867.110955 = -669767.723956
  nChanged 7
		SP:Iteration 35Q (630.580000 sec): 3 clusters
  Score: Raw -672639.502603 + Penalty 2867.110955 = -669772.391648
  nChanged 9
		SP:Iteration 36Q (630.590000 sec): 3 clusters
  Score: Raw -672644.687898 + Penalty 2867.110955 = -669777.576942
  nChanged 12
		SP:Iteration 37Q (630.610000 sec): 3 clusters
  Score: Raw -672654.565343 + Penalty 2867.110955 = -669787.454388
  nChanged 18
		SP:Iteration 38Q (630.620000 sec): 3 clusters
  Score: Raw -672674.786228 + Penalty 2867.110955 = -669807.675272
  nChanged 16
		SP:Iteration 39Q (630.640000 sec): 3 clusters
  Score: Raw -672695.166575 + Penalty 2867.110955 = -669828.055620
  nChanged 22
		SP:Iteration 40F (630.650000 sec): 3 clusters
  Score: Raw -672712.071227 + Penalty 2867.110955 = -669844.960271
  nChanged 28
		SP:Iteration 41Q (630.670000 sec): 3 clusters
  Score: Raw -672746.819136 + Penalty 2867.110955 = -669879.708181
  nChanged 22
		SP:Iteration 42Q (630.680000 sec): 3 clusters
  Score: Raw -672766.086259 + Penalty 2867.110955 = -669898.975303
  nChanged 19
		SP:Iteration 43Q (630.700000 sec): 3 clusters
  Score: Raw -672783.053641 + Penalty 2867.110955 = -669915.942686
  nChanged 15
		SP:Iteration 44Q (630.710000 sec): 3 clusters
  Score: Raw -672794.723352 + Penalty 2867.110955 = -669927.612396
  nChanged 12
		SP:Iteration 45Q (630.720000 sec): 3 clusters
  Score: Raw -672808.814436 + Penalty 2867.110955 = -669941.703481
  nChanged 14
		SP:Iteration 46Q (630.740000 sec): 3 clusters
  Score: Raw -672821.702626 + Penalty 2867.110955 = -669954.591671
  nChanged 13
		SP:Iteration 47Q (630.750000 sec): 3 clusters
  Score: Raw -672831.598945 + Penalty 2867.110955 = -669964.487990
  nChanged 13
		SP:Iteration 48Q (630.760000 sec): 3 clusters
  Score: Raw -672843.580416 + Penalty 2867.110955 = -669976.469461
  nChanged 10
		SP:Iteration 49Q (630.780000 sec): 3 clusters
  Score: Raw -672851.153714 + Penalty 2867.110955 = -669984.042759
  nChanged 3
		SP:Iteration 50Q (630.790000 sec): 3 clusters
  Score: Raw -672854.457610 + Penalty 2867.110955 = -669987.346655
  nChanged 7
		SP:Iteration 51Q (630.800000 sec): 3 clusters
  Score: Raw -672861.083336 + Penalty 2867.110955 = -669993.972381
  nChanged 4
		SP:Iteration 52Q (630.820000 sec): 3 clusters
  Score: Raw -672864.898253 + Penalty 2867.110955 = -669997.787298
  nChanged 5
		SP:Iteration 53Q (630.830000 sec): 3 clusters
  Score: Raw -672868.374231 + Penalty 2867.110955 = -670001.263276
  nChanged 1
		SP:Iteration 54Q (630.840000 sec): 3 clusters
  Score: Raw -672868.580163 + Penalty 2867.110955 = -670001.469208
  nChanged 2
		SP:Iteration 55Q (630.860000 sec): 3 clusters
  Score: Raw -672869.391033 + Penalty 2867.110955 = -670002.280078
  nChanged 0
		SP:Iteration 56F (630.870000 sec): 3 clusters
  Score: Raw -672869.391033 + Penalty 2867.110955 = -670002.280078
  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 8.67 GB.

 Trying to split cluster 15 (8480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (630.910000 sec): 2 clusters
  Score: Raw -736198.763745 + Penalty 1469.888181 = -734728.875564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (630.930000 sec): 3 clusters
  Score: Raw -731648.760247 + Penalty 2939.776362 = -728708.983885
  nChanged 3641
		SP:Iteration 1F (630.950000 sec): 3 clusters
  Score: Raw -734983.538422 + Penalty 2939.776362 = -732043.762060
  nChanged 1056
		SP:Iteration 2F (630.980000 sec): 3 clusters
  Score: Raw -736717.351930 + Penalty 2939.776362 = -733777.575568
  nChanged 878
		SP:Iteration 3F (631.000000 sec): 3 clusters
  Score: Raw -737961.955022 + Penalty 2939.776362 = -735022.178660
  nChanged 618
		SP:Iteration 4F (631.030000 sec): 3 clusters
  Score: Raw -738567.865445 + Penalty 2939.776362 = -735628.089083
  nChanged 356
		SP:Iteration 5Q (631.050000 sec): 3 clusters
  Score: Raw -738785.590105 + Penalty 2939.776362 = -735845.813743
  nChanged 194
		SP:Iteration 6Q (631.070000 sec): 3 clusters
  Score: Raw -738877.765606 + Penalty 2939.776362 = -735937.989245
  nChanged 129
		SP:Iteration 7Q (631.090000 sec): 3 clusters
  Score: Raw -738942.464549 + Penalty 2939.776362 = -736002.688187
  nChanged 101
		SP:Iteration 8Q (631.110000 sec): 3 clusters
  Score: Raw -739005.886961 + Penalty 2939.776362 = -736066.110599
  nChanged 77
		SP:Iteration 9Q (631.130000 sec): 3 clusters
  Score: Raw -739040.334631 + Penalty 2939.776362 = -736100.558269
  nChanged 50
		SP:Iteration 10Q (631.150000 sec): 3 clusters
  Score: Raw -739064.421019 + Penalty 2939.776362 = -736124.644657
  nChanged 54
		SP:Iteration 11Q (631.170000 sec): 3 clusters
  Score: Raw -739084.633228 + Penalty 2939.776362 = -736144.856866
  nChanged 40
		SP:Iteration 12Q (631.190000 sec): 3 clusters
  Score: Raw -739095.736939 + Penalty 2939.776362 = -736155.960577
  nChanged 33
		SP:Iteration 13Q (631.210000 sec): 3 clusters
  Score: Raw -739103.241262 + Penalty 2939.776362 = -736163.464900
  nChanged 17
		SP:Iteration 14Q (631.230000 sec): 3 clusters
  Score: Raw -739106.188855 + Penalty 2939.776362 = -736166.412493
  nChanged 14
		SP:Iteration 15Q (631.250000 sec): 3 clusters
  Score: Raw -739109.259738 + Penalty 2939.776362 = -736169.483377
  nChanged 23
		SP:Iteration 16Q (631.260000 sec): 3 clusters
  Score: Raw -739112.604281 + Penalty 2939.776362 = -736172.827920
  nChanged 17
		SP:Iteration 17Q (631.280000 sec): 3 clusters
  Score: Raw -739115.025755 + Penalty 2939.776362 = -736175.249393
  nChanged 15
		SP:Iteration 18Q (631.300000 sec): 3 clusters
  Score: Raw -739118.329777 + Penalty 2939.776362 = -736178.553415
  nChanged 19
		SP:Iteration 19Q (631.320000 sec): 3 clusters
  Score: Raw -739122.559200 + Penalty 2939.776362 = -736182.782838
  nChanged 19
		SP:Iteration 20F (631.340000 sec): 3 clusters
  Score: Raw -739126.274602 + Penalty 2939.776362 = -736186.498240
  nChanged 18
		SP:Iteration 21Q (631.360000 sec): 3 clusters
  Score: Raw -739129.491658 + Penalty 2939.776362 = -736189.715296
  nChanged 12
		SP:Iteration 22Q (631.380000 sec): 3 clusters
  Score: Raw -739132.536810 + Penalty 2939.776362 = -736192.760448
  nChanged 21
		SP:Iteration 23Q (631.400000 sec): 3 clusters
  Score: Raw -739137.556173 + Penalty 2939.776362 = -736197.779811
  nChanged 29
		SP:Iteration 24Q (631.420000 sec): 3 clusters
  Score: Raw -739151.913141 + Penalty 2939.776362 = -736212.136779
  nChanged 43
		SP:Iteration 25Q (631.440000 sec): 3 clusters
  Score: Raw -739177.509480 + Penalty 2939.776362 = -736237.733118
  nChanged 58
		SP:Iteration 26Q (631.460000 sec): 3 clusters
  Score: Raw -739208.759926 + Penalty 2939.776362 = -736268.983564
  nChanged 67
		SP:Iteration 27Q (631.480000 sec): 3 clusters
  Score: Raw -739236.162145 + Penalty 2939.776362 = -736296.385783
  nChanged 67
		SP:Iteration 28Q (631.500000 sec): 3 clusters
  Score: Raw -739260.605525 + Penalty 2939.776362 = -736320.829163
  nChanged 60
		SP:Iteration 29Q (631.520000 sec): 3 clusters
  Score: Raw -739289.230236 + Penalty 2939.776362 = -736349.453874
  nChanged 61
		SP:Iteration 30Q (631.540000 sec): 3 clusters
  Score: Raw -739314.307052 + Penalty 2939.776362 = -736374.530690
  nChanged 67
		SP:Iteration 31Q (631.560000 sec): 3 clusters
  Score: Raw -739350.048315 + Penalty 2939.776362 = -736410.271953
  nChanged 67
		SP:Iteration 32Q (631.580000 sec): 3 clusters
  Score: Raw -739385.694801 + Penalty 2939.776362 = -736445.918439
  nChanged 61
		SP:Iteration 33Q (631.600000 sec): 3 clusters
  Score: Raw -739414.411602 + Penalty 2939.776362 = -736474.635240
  nChanged 65
		SP:Iteration 34Q (631.620000 sec): 3 clusters
  Score: Raw -739449.264674 + Penalty 2939.776362 = -736509.488312
  nChanged 64
		SP:Iteration 35Q (631.640000 sec): 3 clusters
  Score: Raw -739481.848334 + Penalty 2939.776362 = -736542.071972
  nChanged 72
		SP:Iteration 36Q (631.650000 sec): 3 clusters
  Score: Raw -739514.970837 + Penalty 2939.776362 = -736575.194475
  nChanged 77
		SP:Iteration 37Q (631.670000 sec): 3 clusters
  Score: Raw -739553.458600 + Penalty 2939.776362 = -736613.682239
  nChanged 74
		SP:Iteration 38Q (631.690000 sec): 3 clusters
  Score: Raw -739585.203242 + Penalty 2939.776362 = -736645.426880
  nChanged 63
		SP:Iteration 39Q (631.710000 sec): 3 clusters
  Score: Raw -739615.688701 + Penalty 2939.776362 = -736675.912339
  nChanged 58
		SP:Iteration 40F (631.730000 sec): 3 clusters
  Score: Raw -739648.758052 + Penalty 2939.776362 = -736708.981690
  nChanged 60
		SP:Iteration 41Q (631.750000 sec): 3 clusters
  Score: Raw -739690.858479 + Penalty 2939.776362 = -736751.082117
  nChanged 68
		SP:Iteration 42Q (631.770000 sec): 3 clusters
  Score: Raw -739750.412300 + Penalty 2939.776362 = -736810.635939
  nChanged 60
		SP:Iteration 43Q (631.790000 sec): 3 clusters
  Score: Raw -739807.663185 + Penalty 2939.776362 = -736867.886823
  nChanged 81
		SP:Iteration 44Q (631.810000 sec): 3 clusters
  Score: Raw -739861.554465 + Penalty 2939.776362 = -736921.778104
  nChanged 75
		SP:Iteration 45Q (631.830000 sec): 3 clusters
  Score: Raw -739907.427008 + Penalty 2939.776362 = -736967.650646
  nChanged 67
		SP:Iteration 46Q (631.850000 sec): 3 clusters
  Score: Raw -739941.077777 + Penalty 2939.776362 = -737001.301415
  nChanged 58
		SP:Iteration 47Q (631.870000 sec): 3 clusters
  Score: Raw -739974.625710 + Penalty 2939.776362 = -737034.849348
  nChanged 60
		SP:Iteration 48Q (631.880000 sec): 3 clusters
  Score: Raw -740006.458041 + Penalty 2939.776362 = -737066.681680
  nChanged 59
		SP:Iteration 49Q (631.900000 sec): 3 clusters
  Score: Raw -740034.148242 + Penalty 2939.776362 = -737094.371880
  nChanged 66
		SP:Iteration 50Q (631.920000 sec): 3 clusters
  Score: Raw -740065.321976 + Penalty 2939.776362 = -737125.545614
  nChanged 60
		SP:Iteration 51Q (631.940000 sec): 3 clusters
  Score: Raw -740099.979330 + Penalty 2939.776362 = -737160.202968
  nChanged 82
		SP:Iteration 52Q (631.960000 sec): 3 clusters
  Score: Raw -740156.293928 + Penalty 2939.776362 = -737216.517566
  nChanged 95
		SP:Iteration 53Q (631.970000 sec): 3 clusters
  Score: Raw -740229.670868 + Penalty 2939.776362 = -737289.894506
  nChanged 101
		SP:Iteration 54Q (631.990000 sec): 3 clusters
  Score: Raw -740320.311187 + Penalty 2939.776362 = -737380.534825
  nChanged 116
		SP:Iteration 55Q (632.010000 sec): 3 clusters
  Score: Raw -740426.586469 + Penalty 2939.776362 = -737486.810107
  nChanged 111
		SP:Iteration 56Q (632.030000 sec): 3 clusters
  Score: Raw -740522.126454 + Penalty 2939.776362 = -737582.350092
  nChanged 98
		SP:Iteration 57Q (632.050000 sec): 3 clusters
  Score: Raw -740592.575799 + Penalty 2939.776362 = -737652.799437
  nChanged 79
		SP:Iteration 58Q (632.070000 sec): 3 clusters
  Score: Raw -740646.260927 + Penalty 2939.776362 = -737706.484565
  nChanged 71
		SP:Iteration 59Q (632.090000 sec): 3 clusters
  Score: Raw -740693.028067 + Penalty 2939.776362 = -737753.251705
  nChanged 64
		SP:Iteration 60F (632.110000 sec): 3 clusters
  Score: Raw -740784.115237 + Penalty 2939.776362 = -737844.338875
  nChanged 74
		SP:Iteration 61Q (632.130000 sec): 3 clusters
  Score: Raw -740874.947904 + Penalty 2939.776362 = -737935.171542
  nChanged 83
		SP:Iteration 62Q (632.140000 sec): 3 clusters
  Score: Raw -740949.599475 + Penalty 2939.776362 = -738009.823113
  nChanged 76
		SP:Iteration 63Q (632.160000 sec): 3 clusters
  Score: Raw -741000.531385 + Penalty 2939.776362 = -738060.755024
  nChanged 68
		SP:Iteration 64Q (632.180000 sec): 3 clusters
  Score: Raw -741043.205728 + Penalty 2939.776362 = -738103.429366
  nChanged 52
		SP:Iteration 65Q (632.200000 sec): 3 clusters
  Score: Raw -741066.983009 + Penalty 2939.776362 = -738127.206647
  nChanged 38
		SP:Iteration 66Q (632.210000 sec): 3 clusters
  Score: Raw -741082.054705 + Penalty 2939.776362 = -738142.278343
  nChanged 27
		SP:Iteration 67Q (632.230000 sec): 3 clusters
  Score: Raw -741091.699247 + Penalty 2939.776362 = -738151.922885
  nChanged 21
		SP:Iteration 68Q (632.250000 sec): 3 clusters
  Score: Raw -741097.408709 + Penalty 2939.776362 = -738157.632348
  nChanged 12
		SP:Iteration 69Q (632.270000 sec): 3 clusters
  Score: Raw -741100.906278 + Penalty 2939.776362 = -738161.129916
  nChanged 16
		SP:Iteration 70Q (632.290000 sec): 3 clusters
  Score: Raw -741103.208693 + Penalty 2939.776362 = -738163.432331
  nChanged 4
		SP:Iteration 71Q (632.310000 sec): 3 clusters
  Score: Raw -741103.802693 + Penalty 2939.776362 = -738164.026331
  nChanged 7
		SP:Iteration 72Q (632.330000 sec): 3 clusters
  Score: Raw -741104.699694 + Penalty 2939.776362 = -738164.923332
  nChanged 5
		SP:Iteration 73Q (632.340000 sec): 3 clusters
  Score: Raw -741105.794695 + Penalty 2939.776362 = -738166.018333
  nChanged 4
		SP:Iteration 74Q (632.360000 sec): 3 clusters
  Score: Raw -741106.233935 + Penalty 2939.776362 = -738166.457573
  nChanged 2
		SP:Iteration 75Q (632.380000 sec): 3 clusters
  Score: Raw -741106.681813 + Penalty 2939.776362 = -738166.905451
  nChanged 2
		SP:Iteration 76Q (632.400000 sec): 3 clusters
  Score: Raw -741106.852447 + Penalty 2939.776362 = -738167.076085
  nChanged 2
		SP:Iteration 77Q (632.420000 sec): 3 clusters
  Score: Raw -741107.068879 + Penalty 2939.776362 = -738167.292517
  nChanged 1
		SP:Iteration 78Q (632.440000 sec): 3 clusters
  Score: Raw -741107.200937 + Penalty 2939.776362 = -738167.424575
  nChanged 0
		SP:Iteration 79F (632.460000 sec): 3 clusters
  Score: Raw -741107.208418 + Penalty 2939.776362 = -738167.432057
  nChanged 1
		SP:Iteration 80F (632.480000 sec): 3 clusters
  Score: Raw -741108.416932 + Penalty 2939.776362 = -738168.640570
  nChanged 3
		SP:Iteration 81Q (632.500000 sec): 3 clusters
  Score: Raw -741111.882086 + Penalty 2939.776362 = -738172.105724
  nChanged 9
		SP:Iteration 82Q (632.520000 sec): 3 clusters
  Score: Raw -741113.771297 + Penalty 2939.776362 = -738173.994935
  nChanged 10
		SP:Iteration 83Q (632.540000 sec): 3 clusters
  Score: Raw -741115.825487 + Penalty 2939.776362 = -738176.049125
  nChanged 11
		SP:Iteration 84Q (632.560000 sec): 3 clusters
  Score: Raw -741119.260363 + Penalty 2939.776362 = -738179.484001
  nChanged 12
		SP:Iteration 85Q (632.580000 sec): 3 clusters
  Score: Raw -741123.071199 + Penalty 2939.776362 = -738183.294838
  nChanged 9
		SP:Iteration 86Q (632.600000 sec): 3 clusters
  Score: Raw -741125.051977 + Penalty 2939.776362 = -738185.275615
  nChanged 9
		SP:Iteration 87Q (632.620000 sec): 3 clusters
  Score: Raw -741126.780002 + Penalty 2939.776362 = -738187.003640
  nChanged 6
		SP:Iteration 88Q (632.630000 sec): 3 clusters
  Score: Raw -741127.443813 + Penalty 2939.776362 = -738187.667451
  nChanged 7
		SP:Iteration 89Q (632.650000 sec): 3 clusters
  Score: Raw -741128.861562 + Penalty 2939.776362 = -738189.085200
  nChanged 7
		SP:Iteration 90Q (632.670000 sec): 3 clusters
  Score: Raw -741130.014302 + Penalty 2939.776362 = -738190.237940
  nChanged 9
		SP:Iteration 91Q (632.690000 sec): 3 clusters
  Score: Raw -741131.481391 + Penalty 2939.776362 = -738191.705029
  nChanged 4
		SP:Iteration 92Q (632.710000 sec): 3 clusters
  Score: Raw -741132.429208 + Penalty 2939.776362 = -738192.652846
  nChanged 3
		SP:Iteration 93Q (632.730000 sec): 3 clusters
  Score: Raw -741132.867329 + Penalty 2939.776362 = -738193.090967
  nChanged 3
		SP:Iteration 94Q (632.750000 sec): 3 clusters
  Score: Raw -741133.266558 + Penalty 2939.776362 = -738193.490196
  nChanged 0
		SP:Iteration 95F (632.770000 sec): 3 clusters
  Score: Raw -741133.266558 + Penalty 2939.776362 = -738193.490196
  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 8.67 GB.

 Trying to split cluster 16 (15201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (632.820000 sec): 2 clusters
  Score: Raw -1518283.026402 + Penalty 1564.731430 = -1516718.294972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (632.860000 sec): 3 clusters
  Score: Raw -1509320.887927 + Penalty 3129.462861 = -1506191.425066
  nChanged 6778
		SP:Iteration 1F (632.900000 sec): 3 clusters
  Score: Raw -1513611.366559 + Penalty 3129.462861 = -1510481.903699
  nChanged 1331
		SP:Iteration 2F (632.940000 sec): 3 clusters
  Score: Raw -1515400.477520 + Penalty 3129.462861 = -1512271.014659
  nChanged 1730
		SP:Iteration 3F (632.980000 sec): 3 clusters
  Score: Raw -1518833.146398 + Penalty 3129.462861 = -1515703.683537
  nChanged 2011
		SP:Iteration 4F (633.020000 sec): 3 clusters
  Score: Raw -1524715.927095 + Penalty 3129.462861 = -1521586.464234
  nChanged 1551
		SP:Iteration 5F (633.060000 sec): 3 clusters
  Score: Raw -1528863.670514 + Penalty 3129.462861 = -1525734.207654
  nChanged 394
		SP:Iteration 6Q (633.090000 sec): 3 clusters
  Score: Raw -1529474.865555 + Penalty 3129.462861 = -1526345.402694
  nChanged 72
		SP:Iteration 7Q (633.120000 sec): 3 clusters
  Score: Raw -1529504.026741 + Penalty 3129.462861 = -1526374.563881
  nChanged 12
		SP:Iteration 8Q (633.150000 sec): 3 clusters
  Score: Raw -1529505.753043 + Penalty 3129.462861 = -1526376.290182
  nChanged 4
		SP:Iteration 9Q (633.180000 sec): 3 clusters
  Score: Raw -1529506.155029 + Penalty 3129.462861 = -1526376.692169
  nChanged 1
		SP:Iteration 10Q (633.210000 sec): 3 clusters
  Score: Raw -1529506.261183 + Penalty 3129.462861 = -1526376.798322
  nChanged 1
		SP:Iteration 11Q (633.230000 sec): 3 clusters
  Score: Raw -1529506.396643 + Penalty 3129.462861 = -1526376.933782
  nChanged 0
		SP:Iteration 12F (633.270000 sec): 3 clusters
  Score: Raw -1529506.396643 + Penalty 3129.462861 = -1526376.933782
  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 8.67 GB.

 Trying to split cluster 17 (2778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (633.300000 sec): 2 clusters
  Score: Raw -277213.961243 + Penalty 1288.541560 = -275925.419683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (633.310000 sec): 3 clusters
  Score: Raw -275913.682695 + Penalty 2577.083120 = -273336.599575
  nChanged 1061
		SP:Iteration 1F (633.310000 sec): 3 clusters
  Score: Raw -276619.387691 + Penalty 2577.083120 = -274042.304571
  nChanged 209
		SP:Iteration 2F (633.320000 sec): 3 clusters
  Score: Raw -276769.986031 + Penalty 2577.083120 = -274192.902911
  nChanged 133
		SP:Iteration 3Q (633.330000 sec): 3 clusters
  Score: Raw -276871.778177 + Penalty 2577.083120 = -274294.695057
  nChanged 114
		SP:Iteration 4Q (633.330000 sec): 3 clusters
  Score: Raw -276974.528476 + Penalty 2577.083120 = -274397.445356
  nChanged 98
		SP:Iteration 5Q (633.340000 sec): 3 clusters
  Score: Raw -277060.505367 + Penalty 2577.083120 = -274483.422247
  nChanged 103
		SP:Iteration 6Q (633.350000 sec): 3 clusters
  Score: Raw -277159.094725 + Penalty 2577.083120 = -274582.011605
  nChanged 89
		SP:Iteration 7Q (633.350000 sec): 3 clusters
  Score: Raw -277223.517652 + Penalty 2577.083120 = -274646.434532
  nChanged 75
		SP:Iteration 8Q (633.360000 sec): 3 clusters
  Score: Raw -277280.338954 + Penalty 2577.083120 = -274703.255834
  nChanged 62
		SP:Iteration 9Q (633.370000 sec): 3 clusters
  Score: Raw -277321.469625 + Penalty 2577.083120 = -274744.386505
  nChanged 56
		SP:Iteration 10Q (633.370000 sec): 3 clusters
  Score: Raw -277357.916755 + Penalty 2577.083120 = -274780.833635
  nChanged 44
		SP:Iteration 11Q (633.380000 sec): 3 clusters
  Score: Raw -277388.118277 + Penalty 2577.083120 = -274811.035157
  nChanged 41
		SP:Iteration 12Q (633.390000 sec): 3 clusters
  Score: Raw -277416.469767 + Penalty 2577.083120 = -274839.386647
  nChanged 43
		SP:Iteration 13Q (633.390000 sec): 3 clusters
  Score: Raw -277445.159726 + Penalty 2577.083120 = -274868.076606
  nChanged 45
		SP:Iteration 14Q (633.400000 sec): 3 clusters
  Score: Raw -277477.971738 + Penalty 2577.083120 = -274900.888618
  nChanged 45
		SP:Iteration 15Q (633.410000 sec): 3 clusters
  Score: Raw -277512.481058 + Penalty 2577.083120 = -274935.397938
  nChanged 53
		SP:Iteration 16Q (633.410000 sec): 3 clusters
  Score: Raw -277555.938051 + Penalty 2577.083120 = -274978.854931
  nChanged 58
		SP:Iteration 17Q (633.420000 sec): 3 clusters
  Score: Raw -277604.045510 + Penalty 2577.083120 = -275026.962390
  nChanged 57
		SP:Iteration 18Q (633.430000 sec): 3 clusters
  Score: Raw -277651.163937 + Penalty 2577.083120 = -275074.080817
  nChanged 44
		SP:Iteration 19Q (633.430000 sec): 3 clusters
  Score: Raw -277688.143387 + Penalty 2577.083120 = -275111.060266
  nChanged 35
		SP:Iteration 20F (633.440000 sec): 3 clusters
  Score: Raw -277714.076316 + Penalty 2577.083120 = -275136.993196
  nChanged 24
		SP:Iteration 21Q (633.450000 sec): 3 clusters
  Score: Raw -277726.536211 + Penalty 2577.083120 = -275149.453091
  nChanged 17
		SP:Iteration 22Q (633.450000 sec): 3 clusters
  Score: Raw -277734.807919 + Penalty 2577.083120 = -275157.724799
  nChanged 15
		SP:Iteration 23Q (633.460000 sec): 3 clusters
  Score: Raw -277745.193520 + Penalty 2577.083120 = -275168.110400
  nChanged 14
		SP:Iteration 24Q (633.470000 sec): 3 clusters
  Score: Raw -277753.727158 + Penalty 2577.083120 = -275176.644038
  nChanged 10
		SP:Iteration 25Q (633.470000 sec): 3 clusters
  Score: Raw -277759.620702 + Penalty 2577.083120 = -275182.537582
  nChanged 16
		SP:Iteration 26Q (633.480000 sec): 3 clusters
  Score: Raw -277767.054297 + Penalty 2577.083120 = -275189.971177
  nChanged 11
		SP:Iteration 27Q (633.480000 sec): 3 clusters
  Score: Raw -277771.743781 + Penalty 2577.083120 = -275194.660661
  nChanged 11
		SP:Iteration 28Q (633.490000 sec): 3 clusters
  Score: Raw -277776.399846 + Penalty 2577.083120 = -275199.316726
  nChanged 7
		SP:Iteration 29Q (633.500000 sec): 3 clusters
  Score: Raw -277781.018455 + Penalty 2577.083120 = -275203.935335
  nChanged 6
		SP:Iteration 30Q (633.500000 sec): 3 clusters
  Score: Raw -277783.973478 + Penalty 2577.083120 = -275206.890358
  nChanged 10
		SP:Iteration 31Q (633.510000 sec): 3 clusters
  Score: Raw -277789.226565 + Penalty 2577.083120 = -275212.143445
  nChanged 10
		SP:Iteration 32Q (633.510000 sec): 3 clusters
  Score: Raw -277797.291770 + Penalty 2577.083120 = -275220.208650
  nChanged 10
		SP:Iteration 33Q (633.520000 sec): 3 clusters
  Score: Raw -277802.145658 + Penalty 2577.083120 = -275225.062538
  nChanged 11
		SP:Iteration 34Q (633.530000 sec): 3 clusters
  Score: Raw -277806.284657 + Penalty 2577.083120 = -275229.201536
  nChanged 7
		SP:Iteration 35Q (633.530000 sec): 3 clusters
  Score: Raw -277810.620124 + Penalty 2577.083120 = -275233.537004
  nChanged 10
		SP:Iteration 36Q (633.540000 sec): 3 clusters
  Score: Raw -277815.779915 + Penalty 2577.083120 = -275238.696795
  nChanged 15
		SP:Iteration 37Q (633.550000 sec): 3 clusters
  Score: Raw -277827.039604 + Penalty 2577.083120 = -275249.956484
  nChanged 12
		SP:Iteration 38Q (633.550000 sec): 3 clusters
  Score: Raw -277834.918844 + Penalty 2577.083120 = -275257.835724
  nChanged 15
		SP:Iteration 39Q (633.560000 sec): 3 clusters
  Score: Raw -277845.399983 + Penalty 2577.083120 = -275268.316863
  nChanged 17
		SP:Iteration 40F (633.570000 sec): 3 clusters
  Score: Raw -277854.893192 + Penalty 2577.083120 = -275277.810072
  nChanged 17
		SP:Iteration 41Q (633.570000 sec): 3 clusters
  Score: Raw -277865.989011 + Penalty 2577.083120 = -275288.905890
  nChanged 16
		SP:Iteration 42Q (633.580000 sec): 3 clusters
  Score: Raw -277881.886696 + Penalty 2577.083120 = -275304.803576
  nChanged 17
		SP:Iteration 43Q (633.580000 sec): 3 clusters
  Score: Raw -277900.666733 + Penalty 2577.083120 = -275323.583613
  nChanged 27
		SP:Iteration 44Q (633.590000 sec): 3 clusters
  Score: Raw -277928.425013 + Penalty 2577.083120 = -275351.341893
  nChanged 26
		SP:Iteration 45Q (633.590000 sec): 3 clusters
  Score: Raw -277968.019815 + Penalty 2577.083120 = -275390.936695
  nChanged 30
		SP:Iteration 46Q (633.600000 sec): 3 clusters
  Score: Raw -278035.949680 + Penalty 2577.083120 = -275458.866559
  nChanged 41
		SP:Iteration 47Q (633.610000 sec): 3 clusters
  Score: Raw -278168.504969 + Penalty 2577.083120 = -275591.421849
  nChanged 39
		SP:Iteration 48Q (633.610000 sec): 3 clusters
  Score: Raw -278307.354183 + Penalty 2577.083120 = -275730.271063
  nChanged 38
		SP:Iteration 49Q (633.620000 sec): 3 clusters
  Score: Raw -278369.598815 + Penalty 2577.083120 = -275792.515695
  nChanged 14
		SP:Iteration 50Q (633.630000 sec): 3 clusters
  Score: Raw -278385.554047 + Penalty 2577.083120 = -275808.470927
  nChanged 7
		SP:Iteration 51Q (633.630000 sec): 3 clusters
  Score: Raw -278390.814554 + Penalty 2577.083120 = -275813.731434
  nChanged 2
		SP:Iteration 52Q (633.640000 sec): 3 clusters
  Score: Raw -278391.892520 + Penalty 2577.083120 = -275814.809400
  nChanged 1
		SP:Iteration 53Q (633.640000 sec): 3 clusters
  Score: Raw -278392.224262 + Penalty 2577.083120 = -275815.141142
  nChanged 1
		SP:Iteration 54Q (633.650000 sec): 3 clusters
  Score: Raw -278393.182404 + Penalty 2577.083120 = -275816.099284
  nChanged 0
		SP:Iteration 55F (633.650000 sec): 3 clusters
  Score: Raw -278393.182404 + Penalty 2577.083120 = -275816.099284
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (633.690000 sec): 2 clusters
  Score: Raw -724731.399604 + Penalty 1466.519181 = -723264.880423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (633.710000 sec): 3 clusters
  Score: Raw -720186.081442 + Penalty 2933.038363 = -717253.043079
  nChanged 3619
		SP:Iteration 1F (633.730000 sec): 3 clusters
  Score: Raw -723626.278823 + Penalty 2933.038363 = -720693.240461
  nChanged 996
		SP:Iteration 2F (633.750000 sec): 3 clusters
  Score: Raw -725038.592217 + Penalty 2933.038363 = -722105.553854
  nChanged 847
		SP:Iteration 3F (633.770000 sec): 3 clusters
  Score: Raw -726017.456392 + Penalty 2933.038363 = -723084.418029
  nChanged 581
		SP:Iteration 4F (633.800000 sec): 3 clusters
  Score: Raw -726538.333904 + Penalty 2933.038363 = -723605.295541
  nChanged 376
		SP:Iteration 5Q (633.820000 sec): 3 clusters
  Score: Raw -726821.086136 + Penalty 2933.038363 = -723888.047773
  nChanged 262
		SP:Iteration 6Q (633.840000 sec): 3 clusters
  Score: Raw -726979.392755 + Penalty 2933.038363 = -724046.354393
  nChanged 186
		SP:Iteration 7Q (633.860000 sec): 3 clusters
  Score: Raw -727062.942802 + Penalty 2933.038363 = -724129.904440
  nChanged 115
		SP:Iteration 8Q (633.880000 sec): 3 clusters
  Score: Raw -727099.836889 + Penalty 2933.038363 = -724166.798526
  nChanged 86
		SP:Iteration 9Q (633.900000 sec): 3 clusters
  Score: Raw -727125.157891 + Penalty 2933.038363 = -724192.119528
  nChanged 66
		SP:Iteration 10Q (633.920000 sec): 3 clusters
  Score: Raw -727143.361500 + Penalty 2933.038363 = -724210.323137
  nChanged 53
		SP:Iteration 11Q (633.940000 sec): 3 clusters
  Score: Raw -727159.569535 + Penalty 2933.038363 = -724226.531173
  nChanged 56
		SP:Iteration 12Q (633.960000 sec): 3 clusters
  Score: Raw -727183.118781 + Penalty 2933.038363 = -724250.080418
  nChanged 65
		SP:Iteration 13Q (633.980000 sec): 3 clusters
  Score: Raw -727206.381434 + Penalty 2933.038363 = -724273.343071
  nChanged 62
		SP:Iteration 14Q (633.990000 sec): 3 clusters
  Score: Raw -727222.080966 + Penalty 2933.038363 = -724289.042603
  nChanged 43
		SP:Iteration 15Q (634.010000 sec): 3 clusters
  Score: Raw -727232.826609 + Penalty 2933.038363 = -724299.788246
  nChanged 32
		SP:Iteration 16Q (634.030000 sec): 3 clusters
  Score: Raw -727241.391011 + Penalty 2933.038363 = -724308.352648
  nChanged 34
		SP:Iteration 17Q (634.050000 sec): 3 clusters
  Score: Raw -727250.472891 + Penalty 2933.038363 = -724317.434529
  nChanged 25
		SP:Iteration 18Q (634.070000 sec): 3 clusters
  Score: Raw -727255.807303 + Penalty 2933.038363 = -724322.768940
  nChanged 26
		SP:Iteration 19Q (634.090000 sec): 3 clusters
  Score: Raw -727260.893574 + Penalty 2933.038363 = -724327.855211
  nChanged 25
		SP:Iteration 20F (634.110000 sec): 3 clusters
  Score: Raw -727266.159333 + Penalty 2933.038363 = -724333.120970
  nChanged 25
		SP:Iteration 21Q (634.130000 sec): 3 clusters
  Score: Raw -727270.297332 + Penalty 2933.038363 = -724337.258969
  nChanged 15
		SP:Iteration 22Q (634.150000 sec): 3 clusters
  Score: Raw -727272.147876 + Penalty 2933.038363 = -724339.109513
  nChanged 6
		SP:Iteration 23Q (634.170000 sec): 3 clusters
  Score: Raw -727273.094122 + Penalty 2933.038363 = -724340.055759
  nChanged 7
		SP:Iteration 24Q (634.190000 sec): 3 clusters
  Score: Raw -727274.288931 + Penalty 2933.038363 = -724341.250568
  nChanged 9
		SP:Iteration 25Q (634.210000 sec): 3 clusters
  Score: Raw -727275.569603 + Penalty 2933.038363 = -724342.531240
  nChanged 5
		SP:Iteration 26Q (634.230000 sec): 3 clusters
  Score: Raw -727276.091177 + Penalty 2933.038363 = -724343.052814
  nChanged 0
		SP:Iteration 27F (634.250000 sec): 3 clusters
  Score: Raw -727276.091177 + Penalty 2933.038363 = -724343.052814
  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 8.67 GB.

 Trying to split cluster 19 (24574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (634.340000 sec): 2 clusters
  Score: Raw -2417444.311144 + Penalty 1642.784691 = -2415801.526453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (634.400000 sec): 3 clusters
  Score: Raw -2402528.531716 + Penalty 3285.569382 = -2399242.962334
  nChanged 11240
		SP:Iteration 1F (634.470000 sec): 3 clusters
  Score: Raw -2409560.763609 + Penalty 3285.569382 = -2406275.194227
  nChanged 1783
		SP:Iteration 2F (634.540000 sec): 3 clusters
  Score: Raw -2411001.440844 + Penalty 3285.569382 = -2407715.871462
  nChanged 2151
		SP:Iteration 3F (634.610000 sec): 3 clusters
  Score: Raw -2413304.166778 + Penalty 3285.569382 = -2410018.597396
  nChanged 2325
		SP:Iteration 4F (634.680000 sec): 3 clusters
  Score: Raw -2415620.194926 + Penalty 3285.569382 = -2412334.625544
  nChanged 2007
		SP:Iteration 5F (634.750000 sec): 3 clusters
  Score: Raw -2417152.670477 + Penalty 3285.569382 = -2413867.101095
  nChanged 1403
		SP:Iteration 6F (634.810000 sec): 3 clusters
  Score: Raw -2417929.891187 + Penalty 3285.569382 = -2414644.321805
  nChanged 863
		SP:Iteration 7Q (634.870000 sec): 3 clusters
  Score: Raw -2418357.159311 + Penalty 3285.569382 = -2415071.589929
  nChanged 595
		SP:Iteration 8Q (634.940000 sec): 3 clusters
  Score: Raw -2418624.961484 + Penalty 3285.569382 = -2415339.392102
  nChanged 466
		SP:Iteration 9Q (635.010000 sec): 3 clusters
  Score: Raw -2418820.775104 + Penalty 3285.569382 = -2415535.205722
  nChanged 379
		SP:Iteration 10Q (635.070000 sec): 3 clusters
  Score: Raw -2418997.855821 + Penalty 3285.569382 = -2415712.286439
  nChanged 350
		SP:Iteration 11Q (635.140000 sec): 3 clusters
  Score: Raw -2419152.779752 + Penalty 3285.569382 = -2415867.210370
  nChanged 331
		SP:Iteration 12Q (635.210000 sec): 3 clusters
  Score: Raw -2419292.345535 + Penalty 3285.569382 = -2416006.776153
  nChanged 270
		SP:Iteration 13Q (635.270000 sec): 3 clusters
  Score: Raw -2419410.128937 + Penalty 3285.569382 = -2416124.559555
  nChanged 288
		SP:Iteration 14Q (635.330000 sec): 3 clusters
  Score: Raw -2419529.580302 + Penalty 3285.569382 = -2416244.010920
  nChanged 269
		SP:Iteration 15Q (635.390000 sec): 3 clusters
  Score: Raw -2419648.419434 + Penalty 3285.569382 = -2416362.850052
  nChanged 253
		SP:Iteration 16Q (635.460000 sec): 3 clusters
  Score: Raw -2419761.007913 + Penalty 3285.569382 = -2416475.438531
  nChanged 249
		SP:Iteration 17Q (635.520000 sec): 3 clusters
  Score: Raw -2419861.449861 + Penalty 3285.569382 = -2416575.880479
  nChanged 214
		SP:Iteration 18Q (635.580000 sec): 3 clusters
  Score: Raw -2419945.196964 + Penalty 3285.569382 = -2416659.627582
  nChanged 209
		SP:Iteration 19Q (635.640000 sec): 3 clusters
  Score: Raw -2420028.907487 + Penalty 3285.569382 = -2416743.338105
  nChanged 179
		SP:Iteration 20F (635.700000 sec): 3 clusters
  Score: Raw -2420099.095442 + Penalty 3285.569382 = -2416813.526060
  nChanged 159
		SP:Iteration 21Q (635.760000 sec): 3 clusters
  Score: Raw -2420153.459727 + Penalty 3285.569382 = -2416867.890345
  nChanged 142
		SP:Iteration 22Q (635.820000 sec): 3 clusters
  Score: Raw -2420200.075087 + Penalty 3285.569382 = -2416914.505705
  nChanged 127
		SP:Iteration 23Q (635.870000 sec): 3 clusters
  Score: Raw -2420243.648574 + Penalty 3285.569382 = -2416958.079192
  nChanged 124
		SP:Iteration 24Q (635.930000 sec): 3 clusters
  Score: Raw -2420285.316188 + Penalty 3285.569382 = -2416999.746806
  nChanged 100
		SP:Iteration 25Q (635.990000 sec): 3 clusters
  Score: Raw -2420324.740125 + Penalty 3285.569382 = -2417039.170743
  nChanged 114
		SP:Iteration 26Q (636.040000 sec): 3 clusters
  Score: Raw -2420385.214194 + Penalty 3285.569382 = -2417099.644812
  nChanged 130
		SP:Iteration 27Q (636.100000 sec): 3 clusters
  Score: Raw -2420445.716950 + Penalty 3285.569382 = -2417160.147568
  nChanged 121
		SP:Iteration 28Q (636.160000 sec): 3 clusters
  Score: Raw -2420501.133137 + Penalty 3285.569382 = -2417215.563755
  nChanged 127
		SP:Iteration 29Q (636.210000 sec): 3 clusters
  Score: Raw -2420558.081054 + Penalty 3285.569382 = -2417272.511672
  nChanged 129
		SP:Iteration 30Q (636.270000 sec): 3 clusters
  Score: Raw -2420607.983412 + Penalty 3285.569382 = -2417322.414030
  nChanged 103
		SP:Iteration 31Q (636.320000 sec): 3 clusters
  Score: Raw -2420641.848540 + Penalty 3285.569382 = -2417356.279158
  nChanged 96
		SP:Iteration 32Q (636.370000 sec): 3 clusters
  Score: Raw -2420668.674936 + Penalty 3285.569382 = -2417383.105554
  nChanged 78
		SP:Iteration 33Q (636.420000 sec): 3 clusters
  Score: Raw -2420688.744425 + Penalty 3285.569382 = -2417403.175043
  nChanged 73
		SP:Iteration 34Q (636.480000 sec): 3 clusters
  Score: Raw -2420708.410759 + Penalty 3285.569382 = -2417422.841377
  nChanged 84
		SP:Iteration 35Q (636.530000 sec): 3 clusters
  Score: Raw -2420730.551360 + Penalty 3285.569382 = -2417444.981978
  nChanged 80
		SP:Iteration 36Q (636.580000 sec): 3 clusters
  Score: Raw -2420754.020526 + Penalty 3285.569382 = -2417468.451144
  nChanged 79
		SP:Iteration 37Q (636.630000 sec): 3 clusters
  Score: Raw -2420776.182634 + Penalty 3285.569382 = -2417490.613252
  nChanged 60
		SP:Iteration 38Q (636.690000 sec): 3 clusters
  Score: Raw -2420792.548676 + Penalty 3285.569382 = -2417506.979294
  nChanged 63
		SP:Iteration 39Q (636.740000 sec): 3 clusters
  Score: Raw -2420812.095820 + Penalty 3285.569382 = -2417526.526437
  nChanged 61
		SP:Iteration 40F (636.810000 sec): 3 clusters
  Score: Raw -2420835.147082 + Penalty 3285.569382 = -2417549.577700
  nChanged 68
		SP:Iteration 41Q (636.860000 sec): 3 clusters
  Score: Raw -2420856.263783 + Penalty 3285.569382 = -2417570.694401
  nChanged 58
		SP:Iteration 42Q (636.910000 sec): 3 clusters
  Score: Raw -2420874.078607 + Penalty 3285.569382 = -2417588.509225
  nChanged 53
		SP:Iteration 43Q (636.970000 sec): 3 clusters
  Score: Raw -2420887.855734 + Penalty 3285.569382 = -2417602.286352
  nChanged 48
		SP:Iteration 44Q (637.020000 sec): 3 clusters
  Score: Raw -2420900.338046 + Penalty 3285.569382 = -2417614.768664
  nChanged 42
		SP:Iteration 45Q (637.070000 sec): 3 clusters
  Score: Raw -2420910.447343 + Penalty 3285.569382 = -2417624.877961
  nChanged 42
		SP:Iteration 46Q (637.120000 sec): 3 clusters
  Score: Raw -2420919.778278 + Penalty 3285.569382 = -2417634.208896
  nChanged 40
		SP:Iteration 47Q (637.170000 sec): 3 clusters
  Score: Raw -2420930.649732 + Penalty 3285.569382 = -2417645.080350
  nChanged 43
		SP:Iteration 48Q (637.220000 sec): 3 clusters
  Score: Raw -2420940.248590 + Penalty 3285.569382 = -2417654.679208
  nChanged 31
		SP:Iteration 49Q (637.270000 sec): 3 clusters
  Score: Raw -2420947.368403 + Penalty 3285.569382 = -2417661.799021
  nChanged 29
		SP:Iteration 50Q (637.320000 sec): 3 clusters
  Score: Raw -2420951.741091 + Penalty 3285.569382 = -2417666.171709
  nChanged 27
		SP:Iteration 51Q (637.370000 sec): 3 clusters
  Score: Raw -2420956.503109 + Penalty 3285.569382 = -2417670.933727
  nChanged 22
		SP:Iteration 52Q (637.430000 sec): 3 clusters
  Score: Raw -2420959.568177 + Penalty 3285.569382 = -2417673.998795
  nChanged 18
		SP:Iteration 53Q (637.470000 sec): 3 clusters
  Score: Raw -2420963.220470 + Penalty 3285.569382 = -2417677.651088
  nChanged 16
		SP:Iteration 54Q (637.530000 sec): 3 clusters
  Score: Raw -2420965.799347 + Penalty 3285.569382 = -2417680.229965
  nChanged 19
		SP:Iteration 55Q (637.580000 sec): 3 clusters
  Score: Raw -2420968.410836 + Penalty 3285.569382 = -2417682.841454
  nChanged 14
		SP:Iteration 56Q (637.630000 sec): 3 clusters
  Score: Raw -2420970.128429 + Penalty 3285.569382 = -2417684.559047
  nChanged 13
		SP:Iteration 57Q (637.680000 sec): 3 clusters
  Score: Raw -2420972.719339 + Penalty 3285.569382 = -2417687.149957
  nChanged 14
		SP:Iteration 58Q (637.730000 sec): 3 clusters
  Score: Raw -2420975.089716 + Penalty 3285.569382 = -2417689.520334
  nChanged 13
		SP:Iteration 59Q (637.780000 sec): 3 clusters
  Score: Raw -2420976.919178 + Penalty 3285.569382 = -2417691.349796
  nChanged 10
		SP:Iteration 60F (637.850000 sec): 3 clusters
  Score: Raw -2420978.194209 + Penalty 3285.569382 = -2417692.624827
  nChanged 6
		SP:Iteration 61Q (637.910000 sec): 3 clusters
  Score: Raw -2420979.485546 + Penalty 3285.569382 = -2417693.916164
  nChanged 14
		SP:Iteration 62Q (637.960000 sec): 3 clusters
  Score: Raw -2420981.393187 + Penalty 3285.569382 = -2417695.823804
  nChanged 11
		SP:Iteration 63Q (638.010000 sec): 3 clusters
  Score: Raw -2420982.786328 + Penalty 3285.569382 = -2417697.216946
  nChanged 8
		SP:Iteration 64Q (638.060000 sec): 3 clusters
  Score: Raw -2420983.996855 + Penalty 3285.569382 = -2417698.427473
  nChanged 6
		SP:Iteration 65Q (638.110000 sec): 3 clusters
  Score: Raw -2420984.922265 + Penalty 3285.569382 = -2417699.352883
  nChanged 6
		SP:Iteration 66Q (638.170000 sec): 3 clusters
  Score: Raw -2420985.929793 + Penalty 3285.569382 = -2417700.360411
  nChanged 7
		SP:Iteration 67Q (638.220000 sec): 3 clusters
  Score: Raw -2420987.254556 + Penalty 3285.569382 = -2417701.685174
  nChanged 7
		SP:Iteration 68Q (638.270000 sec): 3 clusters
  Score: Raw -2420988.271324 + Penalty 3285.569382 = -2417702.701942
  nChanged 7
		SP:Iteration 69Q (638.320000 sec): 3 clusters
  Score: Raw -2420989.092807 + Penalty 3285.569382 = -2417703.523425
  nChanged 8
		SP:Iteration 70Q (638.370000 sec): 3 clusters
  Score: Raw -2420990.090292 + Penalty 3285.569382 = -2417704.520910
  nChanged 7
		SP:Iteration 71Q (638.420000 sec): 3 clusters
  Score: Raw -2420991.164476 + Penalty 3285.569382 = -2417705.595094
  nChanged 6
		SP:Iteration 72Q (638.470000 sec): 3 clusters
  Score: Raw -2420992.059565 + Penalty 3285.569382 = -2417706.490183
  nChanged 12
		SP:Iteration 73Q (638.520000 sec): 3 clusters
  Score: Raw -2420993.849023 + Penalty 3285.569382 = -2417708.279641
  nChanged 11
		SP:Iteration 74Q (638.570000 sec): 3 clusters
  Score: Raw -2420996.015073 + Penalty 3285.569382 = -2417710.445691
  nChanged 8
		SP:Iteration 75Q (638.620000 sec): 3 clusters
  Score: Raw -2420997.594801 + Penalty 3285.569382 = -2417712.025419
  nChanged 14
		SP:Iteration 76Q (638.670000 sec): 3 clusters
  Score: Raw -2420999.696278 + Penalty 3285.569382 = -2417714.126896
  nChanged 14
		SP:Iteration 77Q (638.720000 sec): 3 clusters
  Score: Raw -2421001.793989 + Penalty 3285.569382 = -2417716.224607
  nChanged 8
		SP:Iteration 78Q (638.770000 sec): 3 clusters
  Score: Raw -2421002.463299 + Penalty 3285.569382 = -2417716.893917
  nChanged 4
		SP:Iteration 79Q (638.820000 sec): 3 clusters
  Score: Raw -2421002.901232 + Penalty 3285.569382 = -2417717.331850
  nChanged 3
		SP:Iteration 80F (638.890000 sec): 3 clusters
  Score: Raw -2421003.274190 + Penalty 3285.569382 = -2417717.704808
  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 8.67 GB.

 Trying to split cluster 20 (2443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (638.920000 sec): 2 clusters
  Score: Raw -213315.917454 + Penalty 1267.659587 = -212048.257867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (638.930000 sec): 3 clusters
  Score: Raw -212323.591176 + Penalty 2535.319173 = -209788.272003
  nChanged 926
		SP:Iteration 1F (638.930000 sec): 3 clusters
  Score: Raw -214181.719679 + Penalty 2535.319173 = -211646.400505
  nChanged 460
		SP:Iteration 2F (638.940000 sec): 3 clusters
  Score: Raw -218461.747546 + Penalty 2535.319173 = -215926.428373
  nChanged 374
		SP:Iteration 3F (638.940000 sec): 3 clusters
  Score: Raw -219647.919202 + Penalty 2535.319173 = -217112.600028
  nChanged 82
		SP:Iteration 4Q (638.950000 sec): 3 clusters
  Score: Raw -219913.793682 + Penalty 2535.319173 = -217378.474509
  nChanged 25
		SP:Iteration 5Q (638.950000 sec): 3 clusters
  Score: Raw -220011.685271 + Penalty 2535.319173 = -217476.366097
  nChanged 8
		SP:Iteration 6Q (638.960000 sec): 3 clusters
  Score: Raw -220052.595580 + Penalty 2535.319173 = -217517.276407
  nChanged 10
		SP:Iteration 7Q (638.960000 sec): 3 clusters
  Score: Raw -220094.081273 + Penalty 2535.319173 = -217558.762100
  nChanged 5
		SP:Iteration 8Q (638.970000 sec): 3 clusters
  Score: Raw -220111.333680 + Penalty 2535.319173 = -217576.014507
  nChanged 5
		SP:Iteration 9Q (638.970000 sec): 3 clusters
  Score: Raw -220120.658704 + Penalty 2535.319173 = -217585.339531
  nChanged 2
		SP:Iteration 10Q (638.970000 sec): 3 clusters
  Score: Raw -220123.321127 + Penalty 2535.319173 = -217588.001954
  nChanged 3
		SP:Iteration 11Q (638.980000 sec): 3 clusters
  Score: Raw -220126.758875 + Penalty 2535.319173 = -217591.439702
  nChanged 2
		SP:Iteration 12Q (638.980000 sec): 3 clusters
  Score: Raw -220128.526655 + Penalty 2535.319173 = -217593.207482
  nChanged 1
		SP:Iteration 13Q (638.990000 sec): 3 clusters
  Score: Raw -220128.882416 + Penalty 2535.319173 = -217593.563243
  nChanged 1
		SP:Iteration 14Q (638.990000 sec): 3 clusters
  Score: Raw -220129.463418 + Penalty 2535.319173 = -217594.144245
  nChanged 0
		SP:Iteration 15F (639.000000 sec): 3 clusters
  Score: Raw -220129.463418 + Penalty 2535.319173 = -217594.144245
  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 8.67 GB.

 Trying to split cluster 21 (26212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (639.090000 sec): 2 clusters
  Score: Raw -2720146.325579 + Penalty 1653.270548 = -2718493.055032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (639.160000 sec): 3 clusters
  Score: Raw -2704040.059843 + Penalty 3306.541095 = -2700733.518748
  nChanged 11966
		SP:Iteration 1F (639.230000 sec): 3 clusters
  Score: Raw -2710563.208137 + Penalty 3306.541095 = -2707256.667042
  nChanged 1169
		SP:Iteration 2Q (639.310000 sec): 3 clusters
  Score: Raw -2710968.400674 + Penalty 3306.541095 = -2707661.859579
  nChanged 1210
		SP:Iteration 3Q (639.390000 sec): 3 clusters
  Score: Raw -2711452.734487 + Penalty 3306.541095 = -2708146.193392
  nChanged 1312
		SP:Iteration 4F (639.460000 sec): 3 clusters
  Score: Raw -2712118.111139 + Penalty 3306.541095 = -2708811.570044
  nChanged 1621
		SP:Iteration 5F (639.530000 sec): 3 clusters
  Score: Raw -2713173.882653 + Penalty 3306.541095 = -2709867.341558
  nChanged 2008
		SP:Iteration 6F (639.600000 sec): 3 clusters
  Score: Raw -2714810.401437 + Penalty 3306.541095 = -2711503.860342
  nChanged 2113
		SP:Iteration 7F (639.670000 sec): 3 clusters
  Score: Raw -2716810.790838 + Penalty 3306.541095 = -2713504.249743
  nChanged 1699
		SP:Iteration 8F (639.740000 sec): 3 clusters
  Score: Raw -2718475.150691 + Penalty 3306.541095 = -2715168.609595
  nChanged 1088
		SP:Iteration 9Q (639.810000 sec): 3 clusters
  Score: Raw -2719468.108808 + Penalty 3306.541095 = -2716161.567713
  nChanged 605
		SP:Iteration 10Q (639.880000 sec): 3 clusters
  Score: Raw -2719949.376631 + Penalty 3306.541095 = -2716642.835536
  nChanged 303
		SP:Iteration 11Q (639.940000 sec): 3 clusters
  Score: Raw -2720168.204445 + Penalty 3306.541095 = -2716861.663350
  nChanged 185
		SP:Iteration 12Q (640.010000 sec): 3 clusters
  Score: Raw -2720292.639339 + Penalty 3306.541095 = -2716986.098244
  nChanged 137
		SP:Iteration 13Q (640.070000 sec): 3 clusters
  Score: Raw -2720405.553208 + Penalty 3306.541095 = -2717099.012113
  nChanged 102
		SP:Iteration 14Q (640.130000 sec): 3 clusters
  Score: Raw -2720481.305198 + Penalty 3306.541095 = -2717174.764103
  nChanged 64
		SP:Iteration 15Q (640.190000 sec): 3 clusters
  Score: Raw -2720518.521825 + Penalty 3306.541095 = -2717211.980730
  nChanged 54
		SP:Iteration 16Q (640.250000 sec): 3 clusters
  Score: Raw -2720552.427902 + Penalty 3306.541095 = -2717245.886807
  nChanged 45
		SP:Iteration 17Q (640.310000 sec): 3 clusters
  Score: Raw -2720579.455636 + Penalty 3306.541095 = -2717272.914541
  nChanged 40
		SP:Iteration 18Q (640.370000 sec): 3 clusters
  Score: Raw -2720601.146432 + Penalty 3306.541095 = -2717294.605337
  nChanged 26
		SP:Iteration 19Q (640.420000 sec): 3 clusters
  Score: Raw -2720612.463219 + Penalty 3306.541095 = -2717305.922124
  nChanged 22
		SP:Iteration 20F (640.490000 sec): 3 clusters
  Score: Raw -2720628.080294 + Penalty 3306.541095 = -2717321.539199
  nChanged 19
		SP:Iteration 21Q (640.550000 sec): 3 clusters
  Score: Raw -2720637.347504 + Penalty 3306.541095 = -2717330.806409
  nChanged 17
		SP:Iteration 22Q (640.610000 sec): 3 clusters
  Score: Raw -2720646.025259 + Penalty 3306.541095 = -2717339.484164
  nChanged 17
		SP:Iteration 23Q (640.670000 sec): 3 clusters
  Score: Raw -2720656.072782 + Penalty 3306.541095 = -2717349.531686
  nChanged 18
		SP:Iteration 24Q (640.730000 sec): 3 clusters
  Score: Raw -2720665.517152 + Penalty 3306.541095 = -2717358.976057
  nChanged 21
		SP:Iteration 25Q (640.790000 sec): 3 clusters
  Score: Raw -2720675.955592 + Penalty 3306.541095 = -2717369.414497
  nChanged 13
		SP:Iteration 26Q (640.850000 sec): 3 clusters
  Score: Raw -2720682.427044 + Penalty 3306.541095 = -2717375.885949
  nChanged 21
		SP:Iteration 27Q (640.910000 sec): 3 clusters
  Score: Raw -2720694.933313 + Penalty 3306.541095 = -2717388.392218
  nChanged 24
		SP:Iteration 28Q (640.970000 sec): 3 clusters
  Score: Raw -2720707.675751 + Penalty 3306.541095 = -2717401.134656
  nChanged 21
		SP:Iteration 29Q (641.030000 sec): 3 clusters
  Score: Raw -2720717.272938 + Penalty 3306.541095 = -2717410.731843
  nChanged 24
		SP:Iteration 30Q (641.080000 sec): 3 clusters
  Score: Raw -2720727.681896 + Penalty 3306.541095 = -2717421.140801
  nChanged 14
		SP:Iteration 31Q (641.140000 sec): 3 clusters
  Score: Raw -2720732.786004 + Penalty 3306.541095 = -2717426.244908
  nChanged 15
		SP:Iteration 32Q (641.200000 sec): 3 clusters
  Score: Raw -2720739.228521 + Penalty 3306.541095 = -2717432.687426
  nChanged 22
		SP:Iteration 33Q (641.260000 sec): 3 clusters
  Score: Raw -2720749.877914 + Penalty 3306.541095 = -2717443.336819
  nChanged 22
		SP:Iteration 34Q (641.320000 sec): 3 clusters
  Score: Raw -2720759.377688 + Penalty 3306.541095 = -2717452.836593
  nChanged 24
		SP:Iteration 35Q (641.370000 sec): 3 clusters
  Score: Raw -2720770.036318 + Penalty 3306.541095 = -2717463.495223
  nChanged 22
		SP:Iteration 36Q (641.430000 sec): 3 clusters
  Score: Raw -2720783.345003 + Penalty 3306.541095 = -2717476.803908
  nChanged 15
		SP:Iteration 37Q (641.490000 sec): 3 clusters
  Score: Raw -2720791.032767 + Penalty 3306.541095 = -2717484.491672
  nChanged 16
		SP:Iteration 38Q (641.550000 sec): 3 clusters
  Score: Raw -2720797.264593 + Penalty 3306.541095 = -2717490.723498
  nChanged 17
		SP:Iteration 39Q (641.610000 sec): 3 clusters
  Score: Raw -2720807.267387 + Penalty 3306.541095 = -2717500.726292
  nChanged 16
		SP:Iteration 40F (641.680000 sec): 3 clusters
  Score: Raw -2720817.540303 + Penalty 3306.541095 = -2717510.999208
  nChanged 18
		SP:Iteration 41Q (641.740000 sec): 3 clusters
  Score: Raw -2720829.424599 + Penalty 3306.541095 = -2717522.883504
  nChanged 23
		SP:Iteration 42Q (641.790000 sec): 3 clusters
  Score: Raw -2720842.434903 + Penalty 3306.541095 = -2717535.893808
  nChanged 23
		SP:Iteration 43Q (641.850000 sec): 3 clusters
  Score: Raw -2720855.317562 + Penalty 3306.541095 = -2717548.776467
  nChanged 25
		SP:Iteration 44Q (641.910000 sec): 3 clusters
  Score: Raw -2720867.138228 + Penalty 3306.541095 = -2717560.597133
  nChanged 17
		SP:Iteration 45Q (641.960000 sec): 3 clusters
  Score: Raw -2720873.806708 + Penalty 3306.541095 = -2717567.265613
  nChanged 18
		SP:Iteration 46Q (642.020000 sec): 3 clusters
  Score: Raw -2720882.348163 + Penalty 3306.541095 = -2717575.807068
  nChanged 21
		SP:Iteration 47Q (642.070000 sec): 3 clusters
  Score: Raw -2720889.948545 + Penalty 3306.541095 = -2717583.407449
  nChanged 17
		SP:Iteration 48Q (642.130000 sec): 3 clusters
  Score: Raw -2720896.916817 + Penalty 3306.541095 = -2717590.375722
  nChanged 16
		SP:Iteration 49Q (642.190000 sec): 3 clusters
  Score: Raw -2720902.846138 + Penalty 3306.541095 = -2717596.305043
  nChanged 13
		SP:Iteration 50Q (642.250000 sec): 3 clusters
  Score: Raw -2720909.015024 + Penalty 3306.541095 = -2717602.473929
  nChanged 14
		SP:Iteration 51Q (642.300000 sec): 3 clusters
  Score: Raw -2720914.139011 + Penalty 3306.541095 = -2717607.597916
  nChanged 11
		SP:Iteration 52Q (642.360000 sec): 3 clusters
  Score: Raw -2720919.039182 + Penalty 3306.541095 = -2717612.498087
  nChanged 12
		SP:Iteration 53Q (642.420000 sec): 3 clusters
  Score: Raw -2720923.828250 + Penalty 3306.541095 = -2717617.287155
  nChanged 11
		SP:Iteration 54Q (642.470000 sec): 3 clusters
  Score: Raw -2720928.455818 + Penalty 3306.541095 = -2717621.914723
  nChanged 11
		SP:Iteration 55Q (642.530000 sec): 3 clusters
  Score: Raw -2720930.912547 + Penalty 3306.541095 = -2717624.371452
  nChanged 9
		SP:Iteration 56Q (642.590000 sec): 3 clusters
  Score: Raw -2720933.534878 + Penalty 3306.541095 = -2717626.993783
  nChanged 6
		SP:Iteration 57Q (642.640000 sec): 3 clusters
  Score: Raw -2720935.181011 + Penalty 3306.541095 = -2717628.639916
  nChanged 4
		SP:Iteration 58Q (642.700000 sec): 3 clusters
  Score: Raw -2720936.583460 + Penalty 3306.541095 = -2717630.042365
  nChanged 4
		SP:Iteration 59Q (642.750000 sec): 3 clusters
  Score: Raw -2720937.662014 + Penalty 3306.541095 = -2717631.120919
  nChanged 6
		SP:Iteration 60F (642.820000 sec): 3 clusters
  Score: Raw -2720939.344009 + Penalty 3306.541095 = -2717632.802914
  nChanged 6
		SP:Iteration 61Q (642.880000 sec): 3 clusters
  Score: Raw -2720940.655338 + Penalty 3306.541095 = -2717634.114243
  nChanged 3
		SP:Iteration 62Q (642.930000 sec): 3 clusters
  Score: Raw -2720941.746935 + Penalty 3306.541095 = -2717635.205840
  nChanged 4
		SP:Iteration 63Q (642.990000 sec): 3 clusters
  Score: Raw -2720943.527129 + Penalty 3306.541095 = -2717636.986034
  nChanged 9
		SP:Iteration 64Q (643.050000 sec): 3 clusters
  Score: Raw -2720947.039000 + Penalty 3306.541095 = -2717640.497905
  nChanged 11
		SP:Iteration 65Q (643.110000 sec): 3 clusters
  Score: Raw -2720951.904982 + Penalty 3306.541095 = -2717645.363887
  nChanged 9
		SP:Iteration 66Q (643.160000 sec): 3 clusters
  Score: Raw -2720956.247902 + Penalty 3306.541095 = -2717649.706807
  nChanged 11
		SP:Iteration 67Q (643.220000 sec): 3 clusters
  Score: Raw -2720958.898752 + Penalty 3306.541095 = -2717652.357657
  nChanged 7
		SP:Iteration 68Q (643.280000 sec): 3 clusters
  Score: Raw -2720960.682753 + Penalty 3306.541095 = -2717654.141658
  nChanged 8
		SP:Iteration 69Q (643.330000 sec): 3 clusters
  Score: Raw -2720963.161671 + Penalty 3306.541095 = -2717656.620576
  nChanged 11
		SP:Iteration 70Q (643.390000 sec): 3 clusters
  Score: Raw -2720966.601175 + Penalty 3306.541095 = -2717660.060080
  nChanged 10
		SP:Iteration 71Q (643.450000 sec): 3 clusters
  Score: Raw -2720969.147351 + Penalty 3306.541095 = -2717662.606256
  nChanged 10
		SP:Iteration 72Q (643.500000 sec): 3 clusters
  Score: Raw -2720972.271392 + Penalty 3306.541095 = -2717665.730297
  nChanged 6
		SP:Iteration 73Q (643.560000 sec): 3 clusters
  Score: Raw -2720974.118357 + Penalty 3306.541095 = -2717667.577262
  nChanged 4
		SP:Iteration 74Q (643.620000 sec): 3 clusters
  Score: Raw -2720974.660115 + Penalty 3306.541095 = -2717668.119020
  nChanged 3
		SP:Iteration 75Q (643.690000 sec): 3 clusters
  Score: Raw -2720975.184335 + Penalty 3306.541095 = -2717668.643240
  nChanged 4
		SP:Iteration 76Q (643.740000 sec): 3 clusters
  Score: Raw -2720976.042878 + Penalty 3306.541095 = -2717669.501783
  nChanged 4
		SP:Iteration 77Q (643.800000 sec): 3 clusters
  Score: Raw -2720976.857718 + Penalty 3306.541095 = -2717670.316623
  nChanged 1
		SP:Iteration 78Q (643.860000 sec): 3 clusters
  Score: Raw -2720977.199363 + Penalty 3306.541095 = -2717670.658268
  nChanged 2
		SP:Iteration 79Q (643.920000 sec): 3 clusters
  Score: Raw -2720977.625560 + Penalty 3306.541095 = -2717671.084465
  nChanged 4
		SP:Iteration 80F (643.990000 sec): 3 clusters
  Score: Raw -2720978.646632 + Penalty 3306.541095 = -2717672.105536
  nChanged 5
		SP:Iteration 81Q (644.050000 sec): 3 clusters
  Score: Raw -2720980.027565 + Penalty 3306.541095 = -2717673.486470
  nChanged 1
		SP:Iteration 82Q (644.110000 sec): 3 clusters
  Score: Raw -2720980.182767 + Penalty 3306.541095 = -2717673.641672
  nChanged 1
		SP:Iteration 83Q (644.160000 sec): 3 clusters
  Score: Raw -2720980.714624 + Penalty 3306.541095 = -2717674.173529
  nChanged 2
		SP:Iteration 84Q (644.220000 sec): 3 clusters
  Score: Raw -2720981.166662 + Penalty 3306.541095 = -2717674.625567
  nChanged 3
		SP:Iteration 85Q (644.270000 sec): 3 clusters
  Score: Raw -2720981.857037 + Penalty 3306.541095 = -2717675.315942
  nChanged 2
		SP:Iteration 86Q (644.330000 sec): 3 clusters
  Score: Raw -2720982.361213 + Penalty 3306.541095 = -2717675.820118
  nChanged 2
		SP:Iteration 87Q (644.380000 sec): 3 clusters
  Score: Raw -2720982.589780 + Penalty 3306.541095 = -2717676.048685
  nChanged 0
		SP:Iteration 88F (644.450000 sec): 3 clusters
  Score: Raw -2720982.589780 + Penalty 3306.541095 = -2717676.048685
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (114561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (644.830000 sec): 2 clusters
  Score: Raw -11510330.851590 + Penalty 1892.940191 = -11508437.911399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (645.150000 sec): 3 clusters
  Score: Raw -11435332.083204 + Penalty 3785.880381 = -11431546.202823
  nChanged 54966
		SP:Iteration 1F (645.480000 sec): 3 clusters
  Score: Raw -11467264.756615 + Penalty 3785.880381 = -11463478.876234
  nChanged 3526
		SP:Iteration 2Q (645.810000 sec): 3 clusters
  Score: Raw -11468143.542693 + Penalty 3785.880381 = -11464357.662312
  nChanged 3958
		SP:Iteration 3Q (646.140000 sec): 3 clusters
  Score: Raw -11469320.958121 + Penalty 3785.880381 = -11465535.077740
  nChanged 4553
		SP:Iteration 4Q (646.470000 sec): 3 clusters
  Score: Raw -11471004.423665 + Penalty 3785.880381 = -11467218.543284
  nChanged 5336
		SP:Iteration 5Q (646.800000 sec): 3 clusters
  Score: Raw -11473308.883051 + Penalty 3785.880381 = -11469523.002670
  nChanged 6121
		SP:Iteration 6F (647.120000 sec): 3 clusters
  Score: Raw -11476344.382134 + Penalty 3785.880381 = -11472558.501753
  nChanged 6775
		SP:Iteration 7F (647.430000 sec): 3 clusters
  Score: Raw -11480258.287349 + Penalty 3785.880381 = -11476472.406967
  nChanged 7187
		SP:Iteration 8F (647.750000 sec): 3 clusters
  Score: Raw -11484731.872942 + Penalty 3785.880381 = -11480945.992561
  nChanged 6955
		SP:Iteration 9F (648.070000 sec): 3 clusters
  Score: Raw -11489123.630664 + Penalty 3785.880381 = -11485337.750282
  nChanged 5998
		SP:Iteration 10F (648.380000 sec): 3 clusters
  Score: Raw -11492513.747520 + Penalty 3785.880381 = -11488727.867138
  nChanged 4693
		SP:Iteration 11Q (648.710000 sec): 3 clusters
  Score: Raw -11494717.309221 + Penalty 3785.880381 = -11490931.428840
  nChanged 3345
		SP:Iteration 12Q (649.030000 sec): 3 clusters
  Score: Raw -11495959.043033 + Penalty 3785.880381 = -11492173.162651
  nChanged 2411
		SP:Iteration 13Q (649.350000 sec): 3 clusters
  Score: Raw -11496728.804795 + Penalty 3785.880381 = -11492942.924414
  nChanged 1901
		SP:Iteration 14Q (649.670000 sec): 3 clusters
  Score: Raw -11497278.332314 + Penalty 3785.880381 = -11493492.451932
  nChanged 1675
		SP:Iteration 15Q (649.980000 sec): 3 clusters
  Score: Raw -11497741.679631 + Penalty 3785.880381 = -11493955.799250
  nChanged 1684
		SP:Iteration 16Q (650.290000 sec): 3 clusters
  Score: Raw -11498201.232318 + Penalty 3785.880381 = -11494415.351936
  nChanged 1687
		SP:Iteration 17Q (650.600000 sec): 3 clusters
  Score: Raw -11498672.274570 + Penalty 3785.880381 = -11494886.394189
  nChanged 1758
		SP:Iteration 18Q (650.920000 sec): 3 clusters
  Score: Raw -11499187.825212 + Penalty 3785.880381 = -11495401.944831
  nChanged 1789
		SP:Iteration 19Q (651.230000 sec): 3 clusters
  Score: Raw -11499728.807240 + Penalty 3785.880381 = -11495942.926859
  nChanged 1803
		SP:Iteration 20F (651.560000 sec): 3 clusters
  Score: Raw -11500269.848121 + Penalty 3785.880381 = -11496483.967740
  nChanged 1805
		SP:Iteration 21Q (651.860000 sec): 3 clusters
  Score: Raw -11500815.018143 + Penalty 3785.880381 = -11497029.137761
  nChanged 1806
		SP:Iteration 22Q (652.160000 sec): 3 clusters
  Score: Raw -11501348.480405 + Penalty 3785.880381 = -11497562.600024
  nChanged 1804
		SP:Iteration 23Q (652.460000 sec): 3 clusters
  Score: Raw -11501892.326772 + Penalty 3785.880381 = -11498106.446391
  nChanged 1713
		SP:Iteration 24Q (652.740000 sec): 3 clusters
  Score: Raw -11502415.273790 + Penalty 3785.880381 = -11498629.393409
  nChanged 1715
		SP:Iteration 25Q (653.040000 sec): 3 clusters
  Score: Raw -11502946.303475 + Penalty 3785.880381 = -11499160.423094
  nChanged 1632
		SP:Iteration 26Q (653.330000 sec): 3 clusters
  Score: Raw -11503454.579408 + Penalty 3785.880381 = -11499668.699027
  nChanged 1521
		SP:Iteration 27Q (653.620000 sec): 3 clusters
  Score: Raw -11503918.342531 + Penalty 3785.880381 = -11500132.462150
  nChanged 1416
		SP:Iteration 28Q (653.900000 sec): 3 clusters
  Score: Raw -11504355.041714 + Penalty 3785.880381 = -11500569.161332
  nChanged 1353
		SP:Iteration 29Q (654.180000 sec): 3 clusters
  Score: Raw -11504777.504404 + Penalty 3785.880381 = -11500991.624023
  nChanged 1300
		SP:Iteration 30Q (654.450000 sec): 3 clusters
  Score: Raw -11505201.695560 + Penalty 3785.880381 = -11501415.815179
  nChanged 1267
		SP:Iteration 31Q (654.720000 sec): 3 clusters
  Score: Raw -11505615.337836 + Penalty 3785.880381 = -11501829.457455
  nChanged 1206
		SP:Iteration 32Q (655.000000 sec): 3 clusters
  Score: Raw -11506032.090357 + Penalty 3785.880381 = -11502246.209976
  nChanged 1160
		SP:Iteration 33Q (655.270000 sec): 3 clusters
  Score: Raw -11506462.210934 + Penalty 3785.880381 = -11502676.330553
  nChanged 1055
		SP:Iteration 34Q (655.530000 sec): 3 clusters
  Score: Raw -11506860.221391 + Penalty 3785.880381 = -11503074.341009
  nChanged 979
		SP:Iteration 35Q (655.790000 sec): 3 clusters
  Score: Raw -11507221.161222 + Penalty 3785.880381 = -11503435.280840
  nChanged 892
		SP:Iteration 36Q (656.050000 sec): 3 clusters
  Score: Raw -11507564.100967 + Penalty 3785.880381 = -11503778.220586
  nChanged 870
		SP:Iteration 37Q (656.300000 sec): 3 clusters
  Score: Raw -11507904.355562 + Penalty 3785.880381 = -11504118.475181
  nChanged 775
		SP:Iteration 38Q (656.560000 sec): 3 clusters
  Score: Raw -11508219.153381 + Penalty 3785.880381 = -11504433.273000
  nChanged 724
		SP:Iteration 39Q (656.800000 sec): 3 clusters
  Score: Raw -11508533.264573 + Penalty 3785.880381 = -11504747.384192
  nChanged 668
		SP:Iteration 40F (657.120000 sec): 3 clusters
  Score: Raw -11508833.048323 + Penalty 3785.880381 = -11505047.167942
  nChanged 594
		SP:Iteration 41Q (657.360000 sec): 3 clusters
  Score: Raw -11509116.324137 + Penalty 3785.880381 = -11505330.443756
  nChanged 524
		SP:Iteration 42Q (657.600000 sec): 3 clusters
  Score: Raw -11509362.091316 + Penalty 3785.880381 = -11505576.210934
  nChanged 456
		SP:Iteration 43Q (657.840000 sec): 3 clusters
  Score: Raw -11509574.572081 + Penalty 3785.880381 = -11505788.691700
  nChanged 380
		SP:Iteration 44Q (658.080000 sec): 3 clusters
  Score: Raw -11509757.012301 + Penalty 3785.880381 = -11505971.131920
  nChanged 348
		SP:Iteration 45Q (658.310000 sec): 3 clusters
  Score: Raw -11509937.858649 + Penalty 3785.880381 = -11506151.978268
  nChanged 295
		SP:Iteration 46Q (658.550000 sec): 3 clusters
  Score: Raw -11510089.429167 + Penalty 3785.880381 = -11506303.548786
  nChanged 263
		SP:Iteration 47Q (658.810000 sec): 3 clusters
  Score: Raw -11510215.567299 + Penalty 3785.880381 = -11506429.686918
  nChanged 223
		SP:Iteration 48Q (659.050000 sec): 3 clusters
  Score: Raw -11510316.393216 + Penalty 3785.880381 = -11506530.512835
  nChanged 186
		SP:Iteration 49Q (659.280000 sec): 3 clusters
  Score: Raw -11510402.357397 + Penalty 3785.880381 = -11506616.477015
  nChanged 157
		SP:Iteration 50Q (659.510000 sec): 3 clusters
  Score: Raw -11510469.754992 + Penalty 3785.880381 = -11506683.874611
  nChanged 116
		SP:Iteration 51Q (659.740000 sec): 3 clusters
  Score: Raw -11510512.813620 + Penalty 3785.880381 = -11506726.933239
  nChanged 93
		SP:Iteration 52Q (659.970000 sec): 3 clusters
  Score: Raw -11510550.271919 + Penalty 3785.880381 = -11506764.391537
  nChanged 85
		SP:Iteration 53Q (660.200000 sec): 3 clusters
  Score: Raw -11510586.301744 + Penalty 3785.880381 = -11506800.421363
  nChanged 81
		SP:Iteration 54Q (660.440000 sec): 3 clusters
  Score: Raw -11510614.167821 + Penalty 3785.880381 = -11506828.287440
  nChanged 68
		SP:Iteration 55Q (660.660000 sec): 3 clusters
  Score: Raw -11510639.082735 + Penalty 3785.880381 = -11506853.202354
  nChanged 58
		SP:Iteration 56Q (660.890000 sec): 3 clusters
  Score: Raw -11510661.649227 + Penalty 3785.880381 = -11506875.768845
  nChanged 53
		SP:Iteration 57Q (661.120000 sec): 3 clusters
  Score: Raw -11510679.230324 + Penalty 3785.880381 = -11506893.349943
  nChanged 45
		SP:Iteration 58Q (661.350000 sec): 3 clusters
  Score: Raw -11510695.529285 + Penalty 3785.880381 = -11506909.648904
  nChanged 35
		SP:Iteration 59Q (661.570000 sec): 3 clusters
  Score: Raw -11510706.340054 + Penalty 3785.880381 = -11506920.459673
  nChanged 31
		SP:Iteration 60F (661.880000 sec): 3 clusters
  Score: Raw -11510717.006238 + Penalty 3785.880381 = -11506931.125857
  nChanged 26
		SP:Iteration 61Q (662.110000 sec): 3 clusters
  Score: Raw -11510725.556290 + Penalty 3785.880381 = -11506939.675909
  nChanged 24
		SP:Iteration 62Q (662.340000 sec): 3 clusters
  Score: Raw -11510731.849113 + Penalty 3785.880381 = -11506945.968732
  nChanged 25
		SP:Iteration 63Q (662.570000 sec): 3 clusters
  Score: Raw -11510741.227240 + Penalty 3785.880381 = -11506955.346859
  nChanged 23
		SP:Iteration 64Q (662.800000 sec): 3 clusters
  Score: Raw -11510748.137029 + Penalty 3785.880381 = -11506962.256647
  nChanged 14
		SP:Iteration 65Q (663.020000 sec): 3 clusters
  Score: Raw -11510751.734006 + Penalty 3785.880381 = -11506965.853625
  nChanged 13
		SP:Iteration 66Q (663.250000 sec): 3 clusters
  Score: Raw -11510755.205627 + Penalty 3785.880381 = -11506969.325246
  nChanged 10
		SP:Iteration 67Q (663.480000 sec): 3 clusters
  Score: Raw -11510757.695750 + Penalty 3785.880381 = -11506971.815369
  nChanged 8
		SP:Iteration 68Q (663.700000 sec): 3 clusters
  Score: Raw -11510759.122941 + Penalty 3785.880381 = -11506973.242560
  nChanged 6
		SP:Iteration 69Q (663.920000 sec): 3 clusters
  Score: Raw -11510761.589862 + Penalty 3785.880381 = -11506975.709481
  nChanged 9
		SP:Iteration 70Q (664.150000 sec): 3 clusters
  Score: Raw -11510764.288208 + Penalty 3785.880381 = -11506978.407827
  nChanged 12
		SP:Iteration 71Q (664.380000 sec): 3 clusters
  Score: Raw -11510767.531702 + Penalty 3785.880381 = -11506981.651321
  nChanged 11
		SP:Iteration 72Q (664.600000 sec): 3 clusters
  Score: Raw -11510770.476067 + Penalty 3785.880381 = -11506984.595686
  nChanged 11
		SP:Iteration 73Q (664.830000 sec): 3 clusters
  Score: Raw -11510773.818239 + Penalty 3785.880381 = -11506987.937858
  nChanged 15
		SP:Iteration 74Q (665.060000 sec): 3 clusters
  Score: Raw -11510776.858458 + Penalty 3785.880381 = -11506990.978077
  nChanged 7
		SP:Iteration 75Q (665.280000 sec): 3 clusters
  Score: Raw -11510778.220247 + Penalty 3785.880381 = -11506992.339866
  nChanged 8
		SP:Iteration 76Q (665.500000 sec): 3 clusters
  Score: Raw -11510780.805212 + Penalty 3785.880381 = -11506994.924831
  nChanged 7
		SP:Iteration 77Q (665.730000 sec): 3 clusters
  Score: Raw -11510783.509523 + Penalty 3785.880381 = -11506997.629142
  nChanged 10
		SP:Iteration 78Q (665.960000 sec): 3 clusters
  Score: Raw -11510786.606191 + Penalty 3785.880381 = -11507000.725810
  nChanged 7
		SP:Iteration 79Q (666.180000 sec): 3 clusters
  Score: Raw -11510788.264728 + Penalty 3785.880381 = -11507002.384347
  nChanged 6
		SP:Iteration 80F (666.500000 sec): 3 clusters
  Score: Raw -11510789.150219 + Penalty 3785.880381 = -11507003.269838
  nChanged 6
		SP:Iteration 81Q (666.730000 sec): 3 clusters
  Score: Raw -11510791.039847 + Penalty 3785.880381 = -11507005.159466
  nChanged 4
		SP:Iteration 82Q (666.960000 sec): 3 clusters
  Score: Raw -11510791.785417 + Penalty 3785.880381 = -11507005.905036
  nChanged 0
		SP:Iteration 83F (667.260000 sec): 3 clusters
  Score: Raw -11510791.785417 + Penalty 3785.880381 = -11507005.905036
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (14330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (667.380000 sec): 2 clusters
  Score: Raw -1464226.562413 + Penalty 1555.142960 = -1462671.419453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (667.410000 sec): 3 clusters
  Score: Raw -1455783.589994 + Penalty 3110.285919 = -1452673.304075
  nChanged 6375
		SP:Iteration 1F (667.450000 sec): 3 clusters
  Score: Raw -1459233.969978 + Penalty 3110.285919 = -1456123.684059
  nChanged 921
		SP:Iteration 2F (667.490000 sec): 3 clusters
  Score: Raw -1459939.883040 + Penalty 3110.285919 = -1456829.597120
  nChanged 1055
		SP:Iteration 3F (667.520000 sec): 3 clusters
  Score: Raw -1460887.138140 + Penalty 3110.285919 = -1457776.852221
  nChanged 1267
		SP:Iteration 4F (667.560000 sec): 3 clusters
  Score: Raw -1461987.802580 + Penalty 3110.285919 = -1458877.516660
  nChanged 1271
		SP:Iteration 5F (667.600000 sec): 3 clusters
  Score: Raw -1463126.548662 + Penalty 3110.285919 = -1460016.262743
  nChanged 1154
		SP:Iteration 6F (667.640000 sec): 3 clusters
  Score: Raw -1464222.271493 + Penalty 3110.285919 = -1461111.985574
  nChanged 926
		SP:Iteration 7F (667.670000 sec): 3 clusters
  Score: Raw -1465101.340416 + Penalty 3110.285919 = -1461991.054496
  nChanged 648
		SP:Iteration 8Q (667.710000 sec): 3 clusters
  Score: Raw -1465736.054189 + Penalty 3110.285919 = -1462625.768270
  nChanged 464
		SP:Iteration 9Q (667.750000 sec): 3 clusters
  Score: Raw -1466260.311279 + Penalty 3110.285919 = -1463150.025360
  nChanged 305
		SP:Iteration 10Q (667.780000 sec): 3 clusters
  Score: Raw -1466602.667217 + Penalty 3110.285919 = -1463492.381298
  nChanged 210
		SP:Iteration 11Q (667.820000 sec): 3 clusters
  Score: Raw -1466789.096477 + Penalty 3110.285919 = -1463678.810557
  nChanged 151
		SP:Iteration 12Q (667.850000 sec): 3 clusters
  Score: Raw -1466905.215105 + Penalty 3110.285919 = -1463794.929186
  nChanged 110
		SP:Iteration 13Q (667.880000 sec): 3 clusters
  Score: Raw -1466969.748673 + Penalty 3110.285919 = -1463859.462754
  nChanged 79
		SP:Iteration 14Q (667.910000 sec): 3 clusters
  Score: Raw -1467008.904400 + Penalty 3110.285919 = -1463898.618481
  nChanged 57
		SP:Iteration 15Q (667.940000 sec): 3 clusters
  Score: Raw -1467031.139222 + Penalty 3110.285919 = -1463920.853303
  nChanged 43
		SP:Iteration 16Q (667.970000 sec): 3 clusters
  Score: Raw -1467044.633346 + Penalty 3110.285919 = -1463934.347427
  nChanged 30
		SP:Iteration 17Q (668.000000 sec): 3 clusters
  Score: Raw -1467052.128570 + Penalty 3110.285919 = -1463941.842650
  nChanged 23
		SP:Iteration 18Q (668.030000 sec): 3 clusters
  Score: Raw -1467058.661788 + Penalty 3110.285919 = -1463948.375869
  nChanged 15
		SP:Iteration 19Q (668.060000 sec): 3 clusters
  Score: Raw -1467061.629133 + Penalty 3110.285919 = -1463951.343213
  nChanged 15
		SP:Iteration 20F (668.100000 sec): 3 clusters
  Score: Raw -1467064.340235 + Penalty 3110.285919 = -1463954.054316
  nChanged 10
		SP:Iteration 21Q (668.120000 sec): 3 clusters
  Score: Raw -1467065.605731 + Penalty 3110.285919 = -1463955.319811
  nChanged 4
		SP:Iteration 22Q (668.150000 sec): 3 clusters
  Score: Raw -1467066.002343 + Penalty 3110.285919 = -1463955.716424
  nChanged 4
		SP:Iteration 23Q (668.180000 sec): 3 clusters
  Score: Raw -1467066.807479 + Penalty 3110.285919 = -1463956.521560
  nChanged 3
		SP:Iteration 24Q (668.210000 sec): 3 clusters
  Score: Raw -1467067.344912 + Penalty 3110.285919 = -1463957.058992
  nChanged 3
		SP:Iteration 25Q (668.240000 sec): 3 clusters
  Score: Raw -1467067.883996 + Penalty 3110.285919 = -1463957.598076
  nChanged 4
		SP:Iteration 26Q (668.270000 sec): 3 clusters
  Score: Raw -1467068.305090 + Penalty 3110.285919 = -1463958.019171
  nChanged 2
		SP:Iteration 27Q (668.300000 sec): 3 clusters
  Score: Raw -1467068.482218 + Penalty 3110.285919 = -1463958.196299
  nChanged 0
		SP:Iteration 28F (668.340000 sec): 3 clusters
  Score: Raw -1467068.482218 + Penalty 3110.285919 = -1463958.196299
  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 8.67 GB.

 Trying to split cluster 24 (14171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (668.380000 sec): 2 clusters
  Score: Raw -1431446.981696 + Penalty 1553.329847 = -1429893.651850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (668.420000 sec): 3 clusters
  Score: Raw -1423174.185001 + Penalty 3106.659693 = -1420067.525308
  nChanged 6305
		SP:Iteration 1F (668.460000 sec): 3 clusters
  Score: Raw -1426654.565337 + Penalty 3106.659693 = -1423547.905644
  nChanged 832
		SP:Iteration 2F (668.490000 sec): 3 clusters
  Score: Raw -1427010.762492 + Penalty 3106.659693 = -1423904.102799
  nChanged 715
		SP:Iteration 3F (668.530000 sec): 3 clusters
  Score: Raw -1427372.062271 + Penalty 3106.659693 = -1424265.402578
  nChanged 746
		SP:Iteration 4F (668.560000 sec): 3 clusters
  Score: Raw -1427883.188958 + Penalty 3106.659693 = -1424776.529265
  nChanged 777
		SP:Iteration 5F (668.600000 sec): 3 clusters
  Score: Raw -1428438.003252 + Penalty 3106.659693 = -1425331.343559
  nChanged 778
		SP:Iteration 6F (668.640000 sec): 3 clusters
  Score: Raw -1428960.669280 + Penalty 3106.659693 = -1425854.009587
  nChanged 772
		SP:Iteration 7F (668.680000 sec): 3 clusters
  Score: Raw -1429469.996388 + Penalty 3106.659693 = -1426363.336694
  nChanged 758
		SP:Iteration 8F (668.710000 sec): 3 clusters
  Score: Raw -1430030.707679 + Penalty 3106.659693 = -1426924.047985
  nChanged 774
		SP:Iteration 9F (668.750000 sec): 3 clusters
  Score: Raw -1430629.806870 + Penalty 3106.659693 = -1427523.147177
  nChanged 672
		SP:Iteration 10Q (668.780000 sec): 3 clusters
  Score: Raw -1431053.947831 + Penalty 3106.659693 = -1427947.288138
  nChanged 487
		SP:Iteration 11Q (668.820000 sec): 3 clusters
  Score: Raw -1431293.833378 + Penalty 3106.659693 = -1428187.173685
  nChanged 340
		SP:Iteration 12Q (668.860000 sec): 3 clusters
  Score: Raw -1431430.631144 + Penalty 3106.659693 = -1428323.971451
  nChanged 247
		SP:Iteration 13Q (668.890000 sec): 3 clusters
  Score: Raw -1431531.588193 + Penalty 3106.659693 = -1428424.928500
  nChanged 204
		SP:Iteration 14Q (668.920000 sec): 3 clusters
  Score: Raw -1431609.168594 + Penalty 3106.659693 = -1428502.508901
  nChanged 178
		SP:Iteration 15Q (668.960000 sec): 3 clusters
  Score: Raw -1431681.418940 + Penalty 3106.659693 = -1428574.759247
  nChanged 166
		SP:Iteration 16Q (669.000000 sec): 3 clusters
  Score: Raw -1431732.997591 + Penalty 3106.659693 = -1428626.337898
  nChanged 134
		SP:Iteration 17Q (669.030000 sec): 3 clusters
  Score: Raw -1431772.880451 + Penalty 3106.659693 = -1428666.220758
  nChanged 103
		SP:Iteration 18Q (669.060000 sec): 3 clusters
  Score: Raw -1431800.062881 + Penalty 3106.659693 = -1428693.403187
  nChanged 94
		SP:Iteration 19Q (669.100000 sec): 3 clusters
  Score: Raw -1431823.803811 + Penalty 3106.659693 = -1428717.144118
  nChanged 84
		SP:Iteration 20F (669.130000 sec): 3 clusters
  Score: Raw -1431848.489629 + Penalty 3106.659693 = -1428741.829936
  nChanged 93
		SP:Iteration 21Q (669.170000 sec): 3 clusters
  Score: Raw -1431878.652354 + Penalty 3106.659693 = -1428771.992661
  nChanged 111
		SP:Iteration 22Q (669.200000 sec): 3 clusters
  Score: Raw -1431919.162389 + Penalty 3106.659693 = -1428812.502695
  nChanged 131
		SP:Iteration 23Q (669.240000 sec): 3 clusters
  Score: Raw -1431986.008837 + Penalty 3106.659693 = -1428879.349144
  nChanged 145
		SP:Iteration 24Q (669.270000 sec): 3 clusters
  Score: Raw -1432065.474289 + Penalty 3106.659693 = -1428958.814596
  nChanged 156
		SP:Iteration 25Q (669.300000 sec): 3 clusters
  Score: Raw -1432152.394588 + Penalty 3106.659693 = -1429045.734895
  nChanged 170
		SP:Iteration 26Q (669.340000 sec): 3 clusters
  Score: Raw -1432244.459127 + Penalty 3106.659693 = -1429137.799434
  nChanged 150
		SP:Iteration 27Q (669.370000 sec): 3 clusters
  Score: Raw -1432305.242894 + Penalty 3106.659693 = -1429198.583201
  nChanged 131
		SP:Iteration 28Q (669.410000 sec): 3 clusters
  Score: Raw -1432341.759848 + Penalty 3106.659693 = -1429235.100155
  nChanged 104
		SP:Iteration 29Q (669.440000 sec): 3 clusters
  Score: Raw -1432366.046919 + Penalty 3106.659693 = -1429259.387226
  nChanged 78
		SP:Iteration 30Q (669.480000 sec): 3 clusters
  Score: Raw -1432381.431444 + Penalty 3106.659693 = -1429274.771751
  nChanged 69
		SP:Iteration 31Q (669.510000 sec): 3 clusters
  Score: Raw -1432391.292139 + Penalty 3106.659693 = -1429284.632446
  nChanged 43
		SP:Iteration 32Q (669.540000 sec): 3 clusters
  Score: Raw -1432398.407778 + Penalty 3106.659693 = -1429291.748085
  nChanged 54
		SP:Iteration 33Q (669.580000 sec): 3 clusters
  Score: Raw -1432406.456003 + Penalty 3106.659693 = -1429299.796309
  nChanged 40
		SP:Iteration 34Q (669.610000 sec): 3 clusters
  Score: Raw -1432411.696088 + Penalty 3106.659693 = -1429305.036395
  nChanged 30
		SP:Iteration 35Q (669.640000 sec): 3 clusters
  Score: Raw -1432417.208740 + Penalty 3106.659693 = -1429310.549047
  nChanged 33
		SP:Iteration 36Q (669.680000 sec): 3 clusters
  Score: Raw -1432421.773735 + Penalty 3106.659693 = -1429315.114042
  nChanged 22
		SP:Iteration 37Q (669.710000 sec): 3 clusters
  Score: Raw -1432424.088585 + Penalty 3106.659693 = -1429317.428892
  nChanged 16
		SP:Iteration 38Q (669.740000 sec): 3 clusters
  Score: Raw -1432425.557537 + Penalty 3106.659693 = -1429318.897844
  nChanged 12
		SP:Iteration 39Q (669.780000 sec): 3 clusters
  Score: Raw -1432426.612270 + Penalty 3106.659693 = -1429319.952577
  nChanged 16
		SP:Iteration 40F (669.820000 sec): 3 clusters
  Score: Raw -1432427.497589 + Penalty 3106.659693 = -1429320.837896
  nChanged 9
		SP:Iteration 41Q (669.860000 sec): 3 clusters
  Score: Raw -1432428.161203 + Penalty 3106.659693 = -1429321.501510
  nChanged 6
		SP:Iteration 42Q (669.890000 sec): 3 clusters
  Score: Raw -1432428.756990 + Penalty 3106.659693 = -1429322.097297
  nChanged 6
		SP:Iteration 43Q (669.920000 sec): 3 clusters
  Score: Raw -1432429.515280 + Penalty 3106.659693 = -1429322.855587
  nChanged 8
		SP:Iteration 44Q (669.960000 sec): 3 clusters
  Score: Raw -1432430.045133 + Penalty 3106.659693 = -1429323.385440
  nChanged 3
		SP:Iteration 45Q (669.990000 sec): 3 clusters
  Score: Raw -1432430.199133 + Penalty 3106.659693 = -1429323.539440
  nChanged 1
		SP:Iteration 46Q (670.020000 sec): 3 clusters
  Score: Raw -1432430.233814 + Penalty 3106.659693 = -1429323.574121
  nChanged 1
		SP:Iteration 47Q (670.060000 sec): 3 clusters
  Score: Raw -1432430.288661 + Penalty 3106.659693 = -1429323.628968
  nChanged 0
		SP:Iteration 48F (670.100000 sec): 3 clusters
  Score: Raw -1432430.288661 + Penalty 3106.659693 = -1429323.628968
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (67941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (670.340000 sec): 2 clusters
  Score: Raw -6955732.485955 + Penalty 1808.039181 = -6953924.446774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (670.530000 sec): 3 clusters
  Score: Raw -6912202.183924 + Penalty 3616.078362 = -6908586.105562
  nChanged 32168
		SP:Iteration 1F (670.720000 sec): 3 clusters
  Score: Raw -6930350.110170 + Penalty 3616.078362 = -6926734.031808
  nChanged 2590
		SP:Iteration 2Q (670.910000 sec): 3 clusters
  Score: Raw -6931093.633431 + Penalty 3616.078362 = -6927477.555069
  nChanged 3007
		SP:Iteration 3Q (671.110000 sec): 3 clusters
  Score: Raw -6932171.981934 + Penalty 3616.078362 = -6928555.903572
  nChanged 3607
		SP:Iteration 4F (671.300000 sec): 3 clusters
  Score: Raw -6933833.392475 + Penalty 3616.078362 = -6930217.314113
  nChanged 4374
		SP:Iteration 5F (671.490000 sec): 3 clusters
  Score: Raw -6936335.280090 + Penalty 3616.078362 = -6932719.201728
  nChanged 4831
		SP:Iteration 6F (671.680000 sec): 3 clusters
  Score: Raw -6939443.800352 + Penalty 3616.078362 = -6935827.721990
  nChanged 4865
		SP:Iteration 7F (671.880000 sec): 3 clusters
  Score: Raw -6943001.465796 + Penalty 3616.078362 = -6939385.387433
  nChanged 4548
		SP:Iteration 8F (672.060000 sec): 3 clusters
  Score: Raw -6946694.302028 + Penalty 3616.078362 = -6943078.223666
  nChanged 3876
		SP:Iteration 9F (672.250000 sec): 3 clusters
  Score: Raw -6950210.898967 + Penalty 3616.078362 = -6946594.820605
  nChanged 2897
		SP:Iteration 10Q (672.440000 sec): 3 clusters
  Score: Raw -6953064.396014 + Penalty 3616.078362 = -6949448.317652
  nChanged 1700
		SP:Iteration 11Q (672.630000 sec): 3 clusters
  Score: Raw -6954737.145353 + Penalty 3616.078362 = -6951121.066991
  nChanged 711
		SP:Iteration 12Q (672.800000 sec): 3 clusters
  Score: Raw -6955416.376691 + Penalty 3616.078362 = -6951800.298329
  nChanged 294
		SP:Iteration 13Q (672.950000 sec): 3 clusters
  Score: Raw -6955698.164164 + Penalty 3616.078362 = -6952082.085802
  nChanged 102
		SP:Iteration 14Q (673.090000 sec): 3 clusters
  Score: Raw -6955807.920296 + Penalty 3616.078362 = -6952191.841934
  nChanged 45
		SP:Iteration 15Q (673.230000 sec): 3 clusters
  Score: Raw -6955856.771728 + Penalty 3616.078362 = -6952240.693366
  nChanged 20
		SP:Iteration 16Q (673.370000 sec): 3 clusters
  Score: Raw -6955876.997830 + Penalty 3616.078362 = -6952260.919468
  nChanged 11
		SP:Iteration 17Q (673.510000 sec): 3 clusters
  Score: Raw -6955891.809009 + Penalty 3616.078362 = -6952275.730647
  nChanged 9
		SP:Iteration 18Q (673.640000 sec): 3 clusters
  Score: Raw -6955906.590210 + Penalty 3616.078362 = -6952290.511848
  nChanged 10
		SP:Iteration 19Q (673.780000 sec): 3 clusters
  Score: Raw -6955915.856848 + Penalty 3616.078362 = -6952299.778485
  nChanged 3
		SP:Iteration 20F (673.970000 sec): 3 clusters
  Score: Raw -6955919.628715 + Penalty 3616.078362 = -6952303.550352
  nChanged 2
		SP:Iteration 21Q (674.100000 sec): 3 clusters
  Score: Raw -6955921.979448 + Penalty 3616.078362 = -6952305.901086
  nChanged 1
		SP:Iteration 22Q (674.240000 sec): 3 clusters
  Score: Raw -6955922.616835 + Penalty 3616.078362 = -6952306.538473
  nChanged 0
		SP:Iteration 23F (674.420000 sec): 3 clusters
  Score: Raw -6955922.616835 + Penalty 3616.078362 = -6952306.538473
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (16641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (674.500000 sec): 2 clusters
  Score: Raw -1690653.851949 + Penalty 1579.439031 = -1689074.412917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (674.550000 sec): 3 clusters
  Score: Raw -1680720.592529 + Penalty 3158.878063 = -1677561.714466
  nChanged 7534
		SP:Iteration 1F (674.600000 sec): 3 clusters
  Score: Raw -1684827.584609 + Penalty 3158.878063 = -1681668.706546
  nChanged 1095
		SP:Iteration 2F (674.640000 sec): 3 clusters
  Score: Raw -1685433.697603 + Penalty 3158.878063 = -1682274.819540
  nChanged 1163
		SP:Iteration 3F (674.680000 sec): 3 clusters
  Score: Raw -1686161.942401 + Penalty 3158.878063 = -1683003.064339
  nChanged 1223
		SP:Iteration 4F (674.730000 sec): 3 clusters
  Score: Raw -1686972.523658 + Penalty 3158.878063 = -1683813.645595
  nChanged 1152
		SP:Iteration 5F (674.770000 sec): 3 clusters
  Score: Raw -1687690.827397 + Penalty 3158.878063 = -1684531.949334
  nChanged 960
		SP:Iteration 6F (674.810000 sec): 3 clusters
  Score: Raw -1688231.388620 + Penalty 3158.878063 = -1685072.510558
  nChanged 781
		SP:Iteration 7Q (674.860000 sec): 3 clusters
  Score: Raw -1688634.805088 + Penalty 3158.878063 = -1685475.927025
  nChanged 592
		SP:Iteration 8Q (674.900000 sec): 3 clusters
  Score: Raw -1688904.104371 + Penalty 3158.878063 = -1685745.226308
  nChanged 497
		SP:Iteration 9Q (674.950000 sec): 3 clusters
  Score: Raw -1689103.984733 + Penalty 3158.878063 = -1685945.106671
  nChanged 383
		SP:Iteration 10Q (674.990000 sec): 3 clusters
  Score: Raw -1689260.295855 + Penalty 3158.878063 = -1686101.417793
  nChanged 343
		SP:Iteration 11Q (675.040000 sec): 3 clusters
  Score: Raw -1689390.062969 + Penalty 3158.878063 = -1686231.184906
  nChanged 304
		SP:Iteration 12Q (675.080000 sec): 3 clusters
  Score: Raw -1689493.107340 + Penalty 3158.878063 = -1686334.229277
  nChanged 278
		SP:Iteration 13Q (675.120000 sec): 3 clusters
  Score: Raw -1689595.047938 + Penalty 3158.878063 = -1686436.169875
  nChanged 281
		SP:Iteration 14Q (675.170000 sec): 3 clusters
  Score: Raw -1689714.151498 + Penalty 3158.878063 = -1686555.273435
  nChanged 314
		SP:Iteration 15Q (675.210000 sec): 3 clusters
  Score: Raw -1689869.516060 + Penalty 3158.878063 = -1686710.637997
  nChanged 373
		SP:Iteration 16Q (675.260000 sec): 3 clusters
  Score: Raw -1690071.841959 + Penalty 3158.878063 = -1686912.963896
  nChanged 409
		SP:Iteration 17Q (675.300000 sec): 3 clusters
  Score: Raw -1690337.392495 + Penalty 3158.878063 = -1687178.514432
  nChanged 423
		SP:Iteration 18Q (675.340000 sec): 3 clusters
  Score: Raw -1690622.922347 + Penalty 3158.878063 = -1687464.044284
  nChanged 445
		SP:Iteration 19Q (675.390000 sec): 3 clusters
  Score: Raw -1690939.683354 + Penalty 3158.878063 = -1687780.805291
  nChanged 449
		SP:Iteration 20F (675.430000 sec): 3 clusters
  Score: Raw -1691316.690505 + Penalty 3158.878063 = -1688157.812442
  nChanged 497
		SP:Iteration 21Q (675.470000 sec): 3 clusters
  Score: Raw -1691849.289993 + Penalty 3158.878063 = -1688690.411930
  nChanged 525
		SP:Iteration 22Q (675.510000 sec): 3 clusters
  Score: Raw -1692574.433026 + Penalty 3158.878063 = -1689415.554963
  nChanged 544
		SP:Iteration 23Q (675.550000 sec): 3 clusters
  Score: Raw -1693510.732342 + Penalty 3158.878063 = -1690351.854279
  nChanged 454
		SP:Iteration 24Q (675.590000 sec): 3 clusters
  Score: Raw -1694138.818994 + Penalty 3158.878063 = -1690979.940931
  nChanged 275
		SP:Iteration 25Q (675.620000 sec): 3 clusters
  Score: Raw -1694311.762899 + Penalty 3158.878063 = -1691152.884836
  nChanged 120
		SP:Iteration 26Q (675.660000 sec): 3 clusters
  Score: Raw -1694348.309329 + Penalty 3158.878063 = -1691189.431266
  nChanged 64
		SP:Iteration 27Q (675.700000 sec): 3 clusters
  Score: Raw -1694360.047137 + Penalty 3158.878063 = -1691201.169074
  nChanged 29
		SP:Iteration 28Q (675.730000 sec): 3 clusters
  Score: Raw -1694363.338280 + Penalty 3158.878063 = -1691204.460218
  nChanged 9
		SP:Iteration 29Q (675.770000 sec): 3 clusters
  Score: Raw -1694363.990593 + Penalty 3158.878063 = -1691205.112530
  nChanged 5
		SP:Iteration 30Q (675.800000 sec): 3 clusters
  Score: Raw -1694364.341795 + Penalty 3158.878063 = -1691205.463732
  nChanged 1
		SP:Iteration 31Q (675.840000 sec): 3 clusters
  Score: Raw -1694364.416578 + Penalty 3158.878063 = -1691205.538515
  nChanged 0
		SP:Iteration 32F (675.880000 sec): 3 clusters
  Score: Raw -1694364.416578 + Penalty 3158.878063 = -1691205.538515
  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 8.67 GB.

 Trying to split cluster 27 (11398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (675.920000 sec): 2 clusters
  Score: Raw -1016918.930958 + Penalty 1517.943892 = -1015400.987066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (675.950000 sec): 3 clusters
  Score: Raw -1010398.464180 + Penalty 3035.887784 = -1007362.576396
  nChanged 4965
		SP:Iteration 1F (675.980000 sec): 3 clusters
  Score: Raw -1013392.784177 + Penalty 3035.887784 = -1010356.896393
  nChanged 905
		SP:Iteration 2F (676.010000 sec): 3 clusters
  Score: Raw -1014430.841816 + Penalty 3035.887784 = -1011394.954032
  nChanged 1168
		SP:Iteration 3F (676.040000 sec): 3 clusters
  Score: Raw -1016489.480206 + Penalty 3035.887784 = -1013453.592422
  nChanged 1374
		SP:Iteration 4F (676.080000 sec): 3 clusters
  Score: Raw -1018615.135093 + Penalty 3035.887784 = -1015579.247309
  nChanged 1021
		SP:Iteration 5F (676.100000 sec): 3 clusters
  Score: Raw -1019769.059061 + Penalty 3035.887784 = -1016733.171278
  nChanged 645
		SP:Iteration 6F (676.140000 sec): 3 clusters
  Score: Raw -1020471.001373 + Penalty 3035.887784 = -1017435.113589
  nChanged 447
		SP:Iteration 7Q (676.160000 sec): 3 clusters
  Score: Raw -1021083.596498 + Penalty 3035.887784 = -1018047.708715
  nChanged 432
		SP:Iteration 8Q (676.190000 sec): 3 clusters
  Score: Raw -1021697.016059 + Penalty 3035.887784 = -1018661.128275
  nChanged 333
		SP:Iteration 9Q (676.220000 sec): 3 clusters
  Score: Raw -1022010.993796 + Penalty 3035.887784 = -1018975.106012
  nChanged 174
		SP:Iteration 10Q (676.240000 sec): 3 clusters
  Score: Raw -1022101.827413 + Penalty 3035.887784 = -1019065.939629
  nChanged 90
		SP:Iteration 11Q (676.270000 sec): 3 clusters
  Score: Raw -1022134.569159 + Penalty 3035.887784 = -1019098.681376
  nChanged 59
		SP:Iteration 12Q (676.290000 sec): 3 clusters
  Score: Raw -1022155.614734 + Penalty 3035.887784 = -1019119.726951
  nChanged 61
		SP:Iteration 13Q (676.320000 sec): 3 clusters
  Score: Raw -1022181.403946 + Penalty 3035.887784 = -1019145.516162
  nChanged 53
		SP:Iteration 14Q (676.340000 sec): 3 clusters
  Score: Raw -1022206.842484 + Penalty 3035.887784 = -1019170.954700
  nChanged 65
		SP:Iteration 15Q (676.370000 sec): 3 clusters
  Score: Raw -1022254.023702 + Penalty 3035.887784 = -1019218.135919
  nChanged 90
		SP:Iteration 16Q (676.390000 sec): 3 clusters
  Score: Raw -1022325.976638 + Penalty 3035.887784 = -1019290.088855
  nChanged 85
		SP:Iteration 17Q (676.420000 sec): 3 clusters
  Score: Raw -1022415.033587 + Penalty 3035.887784 = -1019379.145804
  nChanged 95
		SP:Iteration 18Q (676.440000 sec): 3 clusters
  Score: Raw -1022550.669509 + Penalty 3035.887784 = -1019514.781725
  nChanged 100
		SP:Iteration 19Q (676.460000 sec): 3 clusters
  Score: Raw -1022681.264820 + Penalty 3035.887784 = -1019645.377036
  nChanged 97
		SP:Iteration 20F (676.490000 sec): 3 clusters
  Score: Raw -1022834.776968 + Penalty 3035.887784 = -1019798.889184
  nChanged 99
		SP:Iteration 21Q (676.520000 sec): 3 clusters
  Score: Raw -1023020.950104 + Penalty 3035.887784 = -1019985.062321
  nChanged 112
		SP:Iteration 22Q (676.540000 sec): 3 clusters
  Score: Raw -1023132.815493 + Penalty 3035.887784 = -1020096.927710
  nChanged 85
		SP:Iteration 23Q (676.560000 sec): 3 clusters
  Score: Raw -1023189.585266 + Penalty 3035.887784 = -1020153.697482
  nChanged 67
		SP:Iteration 24Q (676.580000 sec): 3 clusters
  Score: Raw -1023216.044236 + Penalty 3035.887784 = -1020180.156452
  nChanged 33
		SP:Iteration 25Q (676.610000 sec): 3 clusters
  Score: Raw -1023229.648223 + Penalty 3035.887784 = -1020193.760440
  nChanged 31
		SP:Iteration 26Q (676.630000 sec): 3 clusters
  Score: Raw -1023237.991026 + Penalty 3035.887784 = -1020202.103243
  nChanged 22
		SP:Iteration 27Q (676.650000 sec): 3 clusters
  Score: Raw -1023242.995158 + Penalty 3035.887784 = -1020207.107374
  nChanged 13
		SP:Iteration 28Q (676.680000 sec): 3 clusters
  Score: Raw -1023245.636350 + Penalty 3035.887784 = -1020209.748567
  nChanged 9
		SP:Iteration 29Q (676.700000 sec): 3 clusters
  Score: Raw -1023247.028819 + Penalty 3035.887784 = -1020211.141035
  nChanged 4
		SP:Iteration 30Q (676.720000 sec): 3 clusters
  Score: Raw -1023247.558298 + Penalty 3035.887784 = -1020211.670514
  nChanged 3
		SP:Iteration 31Q (676.740000 sec): 3 clusters
  Score: Raw -1023247.757318 + Penalty 3035.887784 = -1020211.869535
  nChanged 3
		SP:Iteration 32Q (676.770000 sec): 3 clusters
  Score: Raw -1023248.161358 + Penalty 3035.887784 = -1020212.273575
  nChanged 1
		SP:Iteration 33Q (676.790000 sec): 3 clusters
  Score: Raw -1023248.339844 + Penalty 3035.887784 = -1020212.452061
  nChanged 1
		SP:Iteration 34Q (676.810000 sec): 3 clusters
  Score: Raw -1023248.385825 + Penalty 3035.887784 = -1020212.498042
  nChanged 0
		SP:Iteration 35F (676.840000 sec): 3 clusters
  Score: Raw -1023248.385825 + Penalty 3035.887784 = -1020212.498042
  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 8.67 GB.

 Trying to split cluster 28 (20572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (676.920000 sec): 2 clusters
  Score: Raw -2086019.000809 + Penalty 1613.899009 = -2084405.101800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (676.970000 sec): 3 clusters
  Score: Raw -2073616.471261 + Penalty 3227.798017 = -2070388.673243
  nChanged 9329
		SP:Iteration 1F (677.020000 sec): 3 clusters
  Score: Raw -2078673.158182 + Penalty 3227.798017 = -2075445.360165
  nChanged 1096
		SP:Iteration 2F (677.080000 sec): 3 clusters
  Score: Raw -2079103.599572 + Penalty 3227.798017 = -2075875.801554
  nChanged 1034
		SP:Iteration 3F (677.140000 sec): 3 clusters
  Score: Raw -2079556.219580 + Penalty 3227.798017 = -2076328.421562
  nChanged 1033
		SP:Iteration 4F (677.190000 sec): 3 clusters
  Score: Raw -2080086.961186 + Penalty 3227.798017 = -2076859.163168
  nChanged 1055
		SP:Iteration 5F (677.250000 sec): 3 clusters
  Score: Raw -2080758.739762 + Penalty 3227.798017 = -2077530.941745
  nChanged 1174
		SP:Iteration 6F (677.300000 sec): 3 clusters
  Score: Raw -2081663.320279 + Penalty 3227.798017 = -2078435.522262
  nChanged 1160
		SP:Iteration 7F (677.360000 sec): 3 clusters
  Score: Raw -2082708.153987 + Penalty 3227.798017 = -2079480.355969
  nChanged 1060
		SP:Iteration 8F (677.410000 sec): 3 clusters
  Score: Raw -2083672.305112 + Penalty 3227.798017 = -2080444.507095
  nChanged 886
		SP:Iteration 9Q (677.470000 sec): 3 clusters
  Score: Raw -2084447.585170 + Penalty 3227.798017 = -2081219.787153
  nChanged 632
		SP:Iteration 10Q (677.510000 sec): 3 clusters
  Score: Raw -2085003.414259 + Penalty 3227.798017 = -2081775.616242
  nChanged 468
		SP:Iteration 11Q (677.560000 sec): 3 clusters
  Score: Raw -2085372.443379 + Penalty 3227.798017 = -2082144.645362
  nChanged 388
		SP:Iteration 12Q (677.610000 sec): 3 clusters
  Score: Raw -2085615.020269 + Penalty 3227.798017 = -2082387.222252
  nChanged 265
		SP:Iteration 13Q (677.650000 sec): 3 clusters
  Score: Raw -2085761.961762 + Penalty 3227.798017 = -2082534.163745
  nChanged 216
		SP:Iteration 14Q (677.700000 sec): 3 clusters
  Score: Raw -2085867.077942 + Penalty 3227.798017 = -2082639.279925
  nChanged 182
		SP:Iteration 15Q (677.740000 sec): 3 clusters
  Score: Raw -2085951.548610 + Penalty 3227.798017 = -2082723.750593
  nChanged 155
		SP:Iteration 16Q (677.790000 sec): 3 clusters
  Score: Raw -2086030.973907 + Penalty 3227.798017 = -2082803.175890
  nChanged 141
		SP:Iteration 17Q (677.830000 sec): 3 clusters
  Score: Raw -2086098.249308 + Penalty 3227.798017 = -2082870.451290
  nChanged 120
		SP:Iteration 18Q (677.870000 sec): 3 clusters
  Score: Raw -2086147.590828 + Penalty 3227.798017 = -2082919.792810
  nChanged 96
		SP:Iteration 19Q (677.910000 sec): 3 clusters
  Score: Raw -2086186.275243 + Penalty 3227.798017 = -2082958.477226
  nChanged 101
		SP:Iteration 20F (677.970000 sec): 3 clusters
  Score: Raw -2086230.636518 + Penalty 3227.798017 = -2083002.838501
  nChanged 89
		SP:Iteration 21Q (678.010000 sec): 3 clusters
  Score: Raw -2086269.261591 + Penalty 3227.798017 = -2083041.463573
  nChanged 80
		SP:Iteration 22Q (678.060000 sec): 3 clusters
  Score: Raw -2086306.635246 + Penalty 3227.798017 = -2083078.837229
  nChanged 85
		SP:Iteration 23Q (678.100000 sec): 3 clusters
  Score: Raw -2086343.920028 + Penalty 3227.798017 = -2083116.122011
  nChanged 74
		SP:Iteration 24Q (678.150000 sec): 3 clusters
  Score: Raw -2086375.625992 + Penalty 3227.798017 = -2083147.827975
  nChanged 68
		SP:Iteration 25Q (678.190000 sec): 3 clusters
  Score: Raw -2086395.771686 + Penalty 3227.798017 = -2083167.973668
  nChanged 56
		SP:Iteration 26Q (678.230000 sec): 3 clusters
  Score: Raw -2086415.237373 + Penalty 3227.798017 = -2083187.439356
  nChanged 51
		SP:Iteration 27Q (678.270000 sec): 3 clusters
  Score: Raw -2086431.806508 + Penalty 3227.798017 = -2083204.008491
  nChanged 35
		SP:Iteration 28Q (678.310000 sec): 3 clusters
  Score: Raw -2086442.849371 + Penalty 3227.798017 = -2083215.051353
  nChanged 42
		SP:Iteration 29Q (678.360000 sec): 3 clusters
  Score: Raw -2086460.714516 + Penalty 3227.798017 = -2083232.916498
  nChanged 63
		SP:Iteration 30Q (678.410000 sec): 3 clusters
  Score: Raw -2086482.977163 + Penalty 3227.798017 = -2083255.179146
  nChanged 61
		SP:Iteration 31Q (678.450000 sec): 3 clusters
  Score: Raw -2086503.683707 + Penalty 3227.798017 = -2083275.885690
  nChanged 61
		SP:Iteration 32Q (678.490000 sec): 3 clusters
  Score: Raw -2086527.897385 + Penalty 3227.798017 = -2083300.099368
  nChanged 47
		SP:Iteration 33Q (678.540000 sec): 3 clusters
  Score: Raw -2086546.438883 + Penalty 3227.798017 = -2083318.640866
  nChanged 58
		SP:Iteration 34Q (678.590000 sec): 3 clusters
  Score: Raw -2086566.864132 + Penalty 3227.798017 = -2083339.066115
  nChanged 50
		SP:Iteration 35Q (678.630000 sec): 3 clusters
  Score: Raw -2086583.757479 + Penalty 3227.798017 = -2083355.959462
  nChanged 53
		SP:Iteration 36Q (678.670000 sec): 3 clusters
  Score: Raw -2086599.563527 + Penalty 3227.798017 = -2083371.765510
  nChanged 48
		SP:Iteration 37Q (678.710000 sec): 3 clusters
  Score: Raw -2086613.999846 + Penalty 3227.798017 = -2083386.201829
  nChanged 48
		SP:Iteration 38Q (678.760000 sec): 3 clusters
  Score: Raw -2086624.436000 + Penalty 3227.798017 = -2083396.637983
  nChanged 29
		SP:Iteration 39Q (678.800000 sec): 3 clusters
  Score: Raw -2086631.477411 + Penalty 3227.798017 = -2083403.679394
  nChanged 24
		SP:Iteration 40F (678.850000 sec): 3 clusters
  Score: Raw -2086637.877667 + Penalty 3227.798017 = -2083410.079650
  nChanged 19
		SP:Iteration 41Q (678.900000 sec): 3 clusters
  Score: Raw -2086643.124855 + Penalty 3227.798017 = -2083415.326838
  nChanged 24
		SP:Iteration 42Q (678.940000 sec): 3 clusters
  Score: Raw -2086648.343254 + Penalty 3227.798017 = -2083420.545236
  nChanged 12
		SP:Iteration 43Q (678.990000 sec): 3 clusters
  Score: Raw -2086651.015058 + Penalty 3227.798017 = -2083423.217041
  nChanged 22
		SP:Iteration 44Q (679.030000 sec): 3 clusters
  Score: Raw -2086655.257559 + Penalty 3227.798017 = -2083427.459542
  nChanged 24
		SP:Iteration 45Q (679.070000 sec): 3 clusters
  Score: Raw -2086661.285436 + Penalty 3227.798017 = -2083433.487419
  nChanged 18
		SP:Iteration 46Q (679.110000 sec): 3 clusters
  Score: Raw -2086665.597898 + Penalty 3227.798017 = -2083437.799881
  nChanged 18
		SP:Iteration 47Q (679.150000 sec): 3 clusters
  Score: Raw -2086669.880032 + Penalty 3227.798017 = -2083442.082015
  nChanged 26
		SP:Iteration 48Q (679.200000 sec): 3 clusters
  Score: Raw -2086674.630460 + Penalty 3227.798017 = -2083446.832443
  nChanged 17
		SP:Iteration 49Q (679.250000 sec): 3 clusters
  Score: Raw -2086678.710288 + Penalty 3227.798017 = -2083450.912271
  nChanged 19
		SP:Iteration 50Q (679.290000 sec): 3 clusters
  Score: Raw -2086683.043411 + Penalty 3227.798017 = -2083455.245394
  nChanged 17
		SP:Iteration 51Q (679.330000 sec): 3 clusters
  Score: Raw -2086686.318719 + Penalty 3227.798017 = -2083458.520702
  nChanged 15
		SP:Iteration 52Q (679.370000 sec): 3 clusters
  Score: Raw -2086689.095956 + Penalty 3227.798017 = -2083461.297939
  nChanged 10
		SP:Iteration 53Q (679.420000 sec): 3 clusters
  Score: Raw -2086690.716233 + Penalty 3227.798017 = -2083462.918216
  nChanged 7
		SP:Iteration 54Q (679.460000 sec): 3 clusters
  Score: Raw -2086691.932671 + Penalty 3227.798017 = -2083464.134654
  nChanged 5
		SP:Iteration 55Q (679.500000 sec): 3 clusters
  Score: Raw -2086692.769856 + Penalty 3227.798017 = -2083464.971839
  nChanged 4
		SP:Iteration 56Q (679.550000 sec): 3 clusters
  Score: Raw -2086693.552867 + Penalty 3227.798017 = -2083465.754850
  nChanged 3
		SP:Iteration 57Q (679.590000 sec): 3 clusters
  Score: Raw -2086694.137201 + Penalty 3227.798017 = -2083466.339184
  nChanged 5
		SP:Iteration 58Q (679.630000 sec): 3 clusters
  Score: Raw -2086694.860962 + Penalty 3227.798017 = -2083467.062945
  nChanged 5
		SP:Iteration 59Q (679.670000 sec): 3 clusters
  Score: Raw -2086695.692833 + Penalty 3227.798017 = -2083467.894816
  nChanged 5
		SP:Iteration 60F (679.730000 sec): 3 clusters
  Score: Raw -2086696.229087 + Penalty 3227.798017 = -2083468.431070
  nChanged 5
		SP:Iteration 61Q (679.770000 sec): 3 clusters
  Score: Raw -2086696.810472 + Penalty 3227.798017 = -2083469.012455
  nChanged 2
		SP:Iteration 62Q (679.820000 sec): 3 clusters
  Score: Raw -2086697.132934 + Penalty 3227.798017 = -2083469.334917
  nChanged 1
		SP:Iteration 63Q (679.870000 sec): 3 clusters
  Score: Raw -2086697.313926 + Penalty 3227.798017 = -2083469.515909
  nChanged 4
		SP:Iteration 64Q (679.910000 sec): 3 clusters
  Score: Raw -2086698.164493 + Penalty 3227.798017 = -2083470.366476
  nChanged 2
		SP:Iteration 65Q (679.960000 sec): 3 clusters
  Score: Raw -2086698.462165 + Penalty 3227.798017 = -2083470.664148
  nChanged 4
		SP:Iteration 66Q (680.010000 sec): 3 clusters
  Score: Raw -2086699.099598 + Penalty 3227.798017 = -2083471.301580
  nChanged 5
		SP:Iteration 67Q (680.050000 sec): 3 clusters
  Score: Raw -2086699.844028 + Penalty 3227.798017 = -2083472.046010
  nChanged 2
		SP:Iteration 68Q (680.090000 sec): 3 clusters
  Score: Raw -2086700.016185 + Penalty 3227.798017 = -2083472.218168
  nChanged 2
		SP:Iteration 69Q (680.140000 sec): 3 clusters
  Score: Raw -2086700.225106 + Penalty 3227.798017 = -2083472.427088
  nChanged 2
		SP:Iteration 70Q (680.180000 sec): 3 clusters
  Score: Raw -2086700.523359 + Penalty 3227.798017 = -2083472.725342
  nChanged 2
		SP:Iteration 71Q (680.230000 sec): 3 clusters
  Score: Raw -2086700.877048 + Penalty 3227.798017 = -2083473.079031
  nChanged 2
		SP:Iteration 72Q (680.270000 sec): 3 clusters
  Score: Raw -2086701.425949 + Penalty 3227.798017 = -2083473.627931
  nChanged 5
		SP:Iteration 73Q (680.310000 sec): 3 clusters
  Score: Raw -2086702.184499 + Penalty 3227.798017 = -2083474.386482
  nChanged 3
		SP:Iteration 74Q (680.360000 sec): 3 clusters
  Score: Raw -2086702.624803 + Penalty 3227.798017 = -2083474.826786
  nChanged 1
		SP:Iteration 75Q (680.400000 sec): 3 clusters
  Score: Raw -2086702.785546 + Penalty 3227.798017 = -2083474.987528
  nChanged 2
		SP:Iteration 76Q (680.450000 sec): 3 clusters
  Score: Raw -2086703.000874 + Penalty 3227.798017 = -2083475.202857
  nChanged 2
		SP:Iteration 77Q (680.490000 sec): 3 clusters
  Score: Raw -2086703.272189 + Penalty 3227.798017 = -2083475.474172
  nChanged 4
		SP:Iteration 78Q (680.540000 sec): 3 clusters
  Score: Raw -2086703.765516 + Penalty 3227.798017 = -2083475.967499
  nChanged 6
		SP:Iteration 79Q (680.580000 sec): 3 clusters
  Score: Raw -2086704.633938 + Penalty 3227.798017 = -2083476.835920
  nChanged 5
		SP:Iteration 80F (680.630000 sec): 3 clusters
  Score: Raw -2086705.455725 + Penalty 3227.798017 = -2083477.657708
  nChanged 8
		SP:Iteration 81Q (680.680000 sec): 3 clusters
  Score: Raw -2086706.926576 + Penalty 3227.798017 = -2083479.128559
  nChanged 9
		SP:Iteration 82Q (680.720000 sec): 3 clusters
  Score: Raw -2086708.660457 + Penalty 3227.798017 = -2083480.862440
  nChanged 9
		SP:Iteration 83Q (680.770000 sec): 3 clusters
  Score: Raw -2086710.494117 + Penalty 3227.798017 = -2083482.696099
  nChanged 5
		SP:Iteration 84Q (680.810000 sec): 3 clusters
  Score: Raw -2086711.734551 + Penalty 3227.798017 = -2083483.936534
  nChanged 3
		SP:Iteration 85Q (680.850000 sec): 3 clusters
  Score: Raw -2086712.349225 + Penalty 3227.798017 = -2083484.551208
  nChanged 10
		SP:Iteration 86Q (680.900000 sec): 3 clusters
  Score: Raw -2086713.909350 + Penalty 3227.798017 = -2083486.111333
  nChanged 8
		SP:Iteration 87Q (680.940000 sec): 3 clusters
  Score: Raw -2086715.570475 + Penalty 3227.798017 = -2083487.772457
  nChanged 11
		SP:Iteration 88Q (680.990000 sec): 3 clusters
  Score: Raw -2086717.657912 + Penalty 3227.798017 = -2083489.859895
  nChanged 12
		SP:Iteration 89Q (681.030000 sec): 3 clusters
  Score: Raw -2086720.342790 + Penalty 3227.798017 = -2083492.544773
  nChanged 15
		SP:Iteration 90Q (681.070000 sec): 3 clusters
  Score: Raw -2086724.009459 + Penalty 3227.798017 = -2083496.211441
  nChanged 18
		SP:Iteration 91Q (681.120000 sec): 3 clusters
  Score: Raw -2086727.307631 + Penalty 3227.798017 = -2083499.509614
  nChanged 13
		SP:Iteration 92Q (681.160000 sec): 3 clusters
  Score: Raw -2086729.836084 + Penalty 3227.798017 = -2083502.038066
  nChanged 13
		SP:Iteration 93Q (681.200000 sec): 3 clusters
  Score: Raw -2086732.348382 + Penalty 3227.798017 = -2083504.550365
  nChanged 17
		SP:Iteration 94Q (681.250000 sec): 3 clusters
  Score: Raw -2086735.452045 + Penalty 3227.798017 = -2083507.654027
  nChanged 14
		SP:Iteration 95Q (681.290000 sec): 3 clusters
  Score: Raw -2086737.673931 + Penalty 3227.798017 = -2083509.875914
  nChanged 8
		SP:Iteration 96Q (681.330000 sec): 3 clusters
  Score: Raw -2086738.865808 + Penalty 3227.798017 = -2083511.067791
  nChanged 7
		SP:Iteration 97Q (681.380000 sec): 3 clusters
  Score: Raw -2086739.593755 + Penalty 3227.798017 = -2083511.795738
  nChanged 4
		SP:Iteration 98Q (681.420000 sec): 3 clusters
  Score: Raw -2086739.967885 + Penalty 3227.798017 = -2083512.169867
  nChanged 1
		SP:Iteration 99Q (681.470000 sec): 3 clusters
  Score: Raw -2086740.124766 + Penalty 3227.798017 = -2083512.326748
  nChanged 2
		SP:Iteration 100F (681.530000 sec): 3 clusters
  Score: Raw -2086740.305808 + Penalty 3227.798017 = -2083512.507791
  nChanged 2
		SP:Iteration 101Q (681.570000 sec): 3 clusters
  Score: Raw -2086740.582766 + Penalty 3227.798017 = -2083512.784749
  nChanged 3
		SP:Iteration 102Q (681.620000 sec): 3 clusters
  Score: Raw -2086740.858461 + Penalty 3227.798017 = -2083513.060444
  nChanged 0
		SP:Iteration 103F (681.670000 sec): 3 clusters
  Score: Raw -2086740.858461 + Penalty 3227.798017 = -2083513.060444
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (43340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (681.820000 sec): 2 clusters
  Score: Raw -4471422.679516 + Penalty 1734.985082 = -4469687.694434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (681.940000 sec): 3 clusters
  Score: Raw -4444102.747299 + Penalty 3469.970164 = -4440632.777135
  nChanged 20275
		SP:Iteration 1F (682.060000 sec): 3 clusters
  Score: Raw -4455545.975370 + Penalty 3469.970164 = -4452076.005206
  nChanged 1678
		SP:Iteration 2Q (682.190000 sec): 3 clusters
  Score: Raw -4455996.881010 + Penalty 3469.970164 = -4452526.910846
  nChanged 1571
		SP:Iteration 3Q (682.310000 sec): 3 clusters
  Score: Raw -4456407.300741 + Penalty 3469.970164 = -4452937.330577
  nChanged 1530
		SP:Iteration 4Q (682.430000 sec): 3 clusters
  Score: Raw -4456803.974586 + Penalty 3469.970164 = -4453334.004422
  nChanged 1473
		SP:Iteration 5Q (682.550000 sec): 3 clusters
  Score: Raw -4457196.245348 + Penalty 3469.970164 = -4453726.275184
  nChanged 1479
		SP:Iteration 6Q (682.680000 sec): 3 clusters
  Score: Raw -4457629.926356 + Penalty 3469.970164 = -4454159.956191
  nChanged 1573
		SP:Iteration 7Q (682.810000 sec): 3 clusters
  Score: Raw -4458176.262445 + Penalty 3469.970164 = -4454706.292280
  nChanged 1820
		SP:Iteration 8Q (682.930000 sec): 3 clusters
  Score: Raw -4458976.769303 + Penalty 3469.970164 = -4455506.799138
  nChanged 2347
		SP:Iteration 9F (683.050000 sec): 3 clusters
  Score: Raw -4460360.621502 + Penalty 3469.970164 = -4456890.651338
  nChanged 2927
		SP:Iteration 10F (683.170000 sec): 3 clusters
  Score: Raw -4462530.258730 + Penalty 3469.970164 = -4459060.288566
  nChanged 3295
		SP:Iteration 11F (683.290000 sec): 3 clusters
  Score: Raw -4465290.065857 + Penalty 3469.970164 = -4461820.095693
  nChanged 3031
		SP:Iteration 12F (683.410000 sec): 3 clusters
  Score: Raw -4467837.550508 + Penalty 3469.970164 = -4464367.580343
  nChanged 2360
		SP:Iteration 13F (683.530000 sec): 3 clusters
  Score: Raw -4469635.137665 + Penalty 3469.970164 = -4466165.167501
  nChanged 1562
		SP:Iteration 14Q (683.650000 sec): 3 clusters
  Score: Raw -4470636.305758 + Penalty 3469.970164 = -4467166.335594
  nChanged 975
		SP:Iteration 15Q (683.770000 sec): 3 clusters
  Score: Raw -4471145.056221 + Penalty 3469.970164 = -4467675.086057
  nChanged 649
		SP:Iteration 16Q (683.890000 sec): 3 clusters
  Score: Raw -4471416.683679 + Penalty 3469.970164 = -4467946.713515
  nChanged 382
		SP:Iteration 17Q (684.010000 sec): 3 clusters
  Score: Raw -4471541.607143 + Penalty 3469.970164 = -4468071.636978
  nChanged 259
		SP:Iteration 18Q (684.130000 sec): 3 clusters
  Score: Raw -4471618.551609 + Penalty 3469.970164 = -4468148.581445
  nChanged 216
		SP:Iteration 19Q (684.250000 sec): 3 clusters
  Score: Raw -4471680.926509 + Penalty 3469.970164 = -4468210.956345
  nChanged 193
		SP:Iteration 20F (684.370000 sec): 3 clusters
  Score: Raw -4471730.735270 + Penalty 3469.970164 = -4468260.765106
  nChanged 141
		SP:Iteration 21Q (684.490000 sec): 3 clusters
  Score: Raw -4471762.003384 + Penalty 3469.970164 = -4468292.033219
  nChanged 100
		SP:Iteration 22Q (684.610000 sec): 3 clusters
  Score: Raw -4471784.365141 + Penalty 3469.970164 = -4468314.394976
  nChanged 88
		SP:Iteration 23Q (684.720000 sec): 3 clusters
  Score: Raw -4471804.177081 + Penalty 3469.970164 = -4468334.206917
  nChanged 67
		SP:Iteration 24Q (684.840000 sec): 3 clusters
  Score: Raw -4471822.240069 + Penalty 3469.970164 = -4468352.269905
  nChanged 63
		SP:Iteration 25Q (684.950000 sec): 3 clusters
  Score: Raw -4471838.601613 + Penalty 3469.970164 = -4468368.631448
  nChanged 54
		SP:Iteration 26Q (685.070000 sec): 3 clusters
  Score: Raw -4471854.626353 + Penalty 3469.970164 = -4468384.656189
  nChanged 62
		SP:Iteration 27Q (685.180000 sec): 3 clusters
  Score: Raw -4471873.019479 + Penalty 3469.970164 = -4468403.049315
  nChanged 72
		SP:Iteration 28Q (685.290000 sec): 3 clusters
  Score: Raw -4471891.569848 + Penalty 3469.970164 = -4468421.599684
  nChanged 53
		SP:Iteration 29Q (685.400000 sec): 3 clusters
  Score: Raw -4471904.399559 + Penalty 3469.970164 = -4468434.429395
  nChanged 45
		SP:Iteration 30Q (685.510000 sec): 3 clusters
  Score: Raw -4471917.212924 + Penalty 3469.970164 = -4468447.242760
  nChanged 44
		SP:Iteration 31Q (685.620000 sec): 3 clusters
  Score: Raw -4471929.314611 + Penalty 3469.970164 = -4468459.344447
  nChanged 42
		SP:Iteration 32Q (685.730000 sec): 3 clusters
  Score: Raw -4471941.036522 + Penalty 3469.970164 = -4468471.066357
  nChanged 39
		SP:Iteration 33Q (685.850000 sec): 3 clusters
  Score: Raw -4471951.043054 + Penalty 3469.970164 = -4468481.072889
  nChanged 33
		SP:Iteration 34Q (685.960000 sec): 3 clusters
  Score: Raw -4471958.954194 + Penalty 3469.970164 = -4468488.984030
  nChanged 23
		SP:Iteration 35Q (686.070000 sec): 3 clusters
  Score: Raw -4471964.550395 + Penalty 3469.970164 = -4468494.580231
  nChanged 23
		SP:Iteration 36Q (686.180000 sec): 3 clusters
  Score: Raw -4471970.983453 + Penalty 3469.970164 = -4468501.013288
  nChanged 20
		SP:Iteration 37Q (686.290000 sec): 3 clusters
  Score: Raw -4471976.247448 + Penalty 3469.970164 = -4468506.277284
  nChanged 22
		SP:Iteration 38Q (686.400000 sec): 3 clusters
  Score: Raw -4471981.823019 + Penalty 3469.970164 = -4468511.852855
  nChanged 21
		SP:Iteration 39Q (686.510000 sec): 3 clusters
  Score: Raw -4471986.205475 + Penalty 3469.970164 = -4468516.235311
  nChanged 13
		SP:Iteration 40F (686.630000 sec): 3 clusters
  Score: Raw -4471989.003792 + Penalty 3469.970164 = -4468519.033627
  nChanged 17
		SP:Iteration 41Q (686.740000 sec): 3 clusters
  Score: Raw -4471992.637438 + Penalty 3469.970164 = -4468522.667274
  nChanged 15
		SP:Iteration 42Q (686.850000 sec): 3 clusters
  Score: Raw -4471995.831981 + Penalty 3469.970164 = -4468525.861817
  nChanged 10
		SP:Iteration 43Q (686.950000 sec): 3 clusters
  Score: Raw -4471997.499550 + Penalty 3469.970164 = -4468527.529386
  nChanged 6
		SP:Iteration 44Q (687.060000 sec): 3 clusters
  Score: Raw -4471998.954309 + Penalty 3469.970164 = -4468528.984144
  nChanged 10
		SP:Iteration 45Q (687.180000 sec): 3 clusters
  Score: Raw -4472000.183710 + Penalty 3469.970164 = -4468530.213546
  nChanged 5
		SP:Iteration 46Q (687.290000 sec): 3 clusters
  Score: Raw -4472000.930581 + Penalty 3469.970164 = -4468530.960417
  nChanged 3
		SP:Iteration 47Q (687.400000 sec): 3 clusters
  Score: Raw -4472001.292342 + Penalty 3469.970164 = -4468531.322177
  nChanged 1
		SP:Iteration 48Q (687.510000 sec): 3 clusters
  Score: Raw -4472001.462253 + Penalty 3469.970164 = -4468531.492088
  nChanged 2
		SP:Iteration 49Q (687.620000 sec): 3 clusters
  Score: Raw -4472002.034641 + Penalty 3469.970164 = -4468532.064477
  nChanged 3
		SP:Iteration 50Q (687.720000 sec): 3 clusters
  Score: Raw -4472002.552834 + Penalty 3469.970164 = -4468532.582670
  nChanged 1
		SP:Iteration 51Q (687.830000 sec): 3 clusters
  Score: Raw -4472002.729160 + Penalty 3469.970164 = -4468532.758996
  nChanged 3
		SP:Iteration 52Q (687.940000 sec): 3 clusters
  Score: Raw -4472003.424762 + Penalty 3469.970164 = -4468533.454598
  nChanged 1
		SP:Iteration 53Q (688.040000 sec): 3 clusters
  Score: Raw -4472003.658081 + Penalty 3469.970164 = -4468533.687917
  nChanged 1
		SP:Iteration 54Q (688.150000 sec): 3 clusters
  Score: Raw -4472003.764245 + Penalty 3469.970164 = -4468533.794080
  nChanged 2
		SP:Iteration 55Q (688.250000 sec): 3 clusters
  Score: Raw -4472003.982510 + Penalty 3469.970164 = -4468534.012346
  nChanged 0
		SP:Iteration 56F (688.370000 sec): 3 clusters
  Score: Raw -4472003.982510 + Penalty 3469.970164 = -4468534.012346
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (40847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (688.490000 sec): 2 clusters
  Score: Raw -4008465.458092 + Penalty 1725.358157 = -4006740.099935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (688.600000 sec): 3 clusters
  Score: Raw -3982872.237769 + Penalty 3450.716314 = -3979421.521455
  nChanged 19144
		SP:Iteration 1F (688.710000 sec): 3 clusters
  Score: Raw -3993983.179195 + Penalty 3450.716314 = -3990532.462881
  nChanged 2299
		SP:Iteration 2F (688.830000 sec): 3 clusters
  Score: Raw -3995534.843382 + Penalty 3450.716314 = -3992084.127068
  nChanged 2714
		SP:Iteration 3F (688.940000 sec): 3 clusters
  Score: Raw -3997357.654089 + Penalty 3450.716314 = -3993906.937775
  nChanged 3013
		SP:Iteration 4F (689.050000 sec): 3 clusters
  Score: Raw -3999213.643508 + Penalty 3450.716314 = -3995762.927194
  nChanged 3032
		SP:Iteration 5F (689.170000 sec): 3 clusters
  Score: Raw -4001179.566418 + Penalty 3450.716314 = -3997728.850104
  nChanged 2964
		SP:Iteration 6F (689.280000 sec): 3 clusters
  Score: Raw -4003210.949708 + Penalty 3450.716314 = -3999760.233394
  nChanged 2705
		SP:Iteration 7F (689.390000 sec): 3 clusters
  Score: Raw -4005012.417316 + Penalty 3450.716314 = -4001561.701002
  nChanged 2300
		SP:Iteration 8F (689.510000 sec): 3 clusters
  Score: Raw -4006491.569353 + Penalty 3450.716314 = -4003040.853039
  nChanged 1822
		SP:Iteration 9Q (689.620000 sec): 3 clusters
  Score: Raw -4007636.533610 + Penalty 3450.716314 = -4004185.817296
  nChanged 1478
		SP:Iteration 10Q (689.730000 sec): 3 clusters
  Score: Raw -4008577.833857 + Penalty 3450.716314 = -4005127.117543
  nChanged 1177
		SP:Iteration 11Q (689.840000 sec): 3 clusters
  Score: Raw -4009335.612880 + Penalty 3450.716314 = -4005884.896566
  nChanged 903
		SP:Iteration 12Q (689.950000 sec): 3 clusters
  Score: Raw -4009928.341443 + Penalty 3450.716314 = -4006477.625129
  nChanged 662
		SP:Iteration 13Q (690.060000 sec): 3 clusters
  Score: Raw -4010368.824502 + Penalty 3450.716314 = -4006918.108188
  nChanged 552
		SP:Iteration 14Q (690.170000 sec): 3 clusters
  Score: Raw -4010735.946040 + Penalty 3450.716314 = -4007285.229726
  nChanged 426
		SP:Iteration 15Q (690.270000 sec): 3 clusters
  Score: Raw -4011027.460955 + Penalty 3450.716314 = -4007576.744641
  nChanged 344
		SP:Iteration 16Q (690.370000 sec): 3 clusters
  Score: Raw -4011278.595834 + Penalty 3450.716314 = -4007827.879521
  nChanged 282
		SP:Iteration 17Q (690.470000 sec): 3 clusters
  Score: Raw -4011484.323947 + Penalty 3450.716314 = -4008033.607633
  nChanged 218
		SP:Iteration 18Q (690.570000 sec): 3 clusters
  Score: Raw -4011631.048475 + Penalty 3450.716314 = -4008180.332161
  nChanged 171
		SP:Iteration 19Q (690.660000 sec): 3 clusters
  Score: Raw -4011735.335214 + Penalty 3450.716314 = -4008284.618900
  nChanged 152
		SP:Iteration 20F (690.770000 sec): 3 clusters
  Score: Raw -4011829.240356 + Penalty 3450.716314 = -4008378.524042
  nChanged 131
		SP:Iteration 21Q (690.870000 sec): 3 clusters
  Score: Raw -4011907.955711 + Penalty 3450.716314 = -4008457.239397
  nChanged 118
		SP:Iteration 22Q (690.960000 sec): 3 clusters
  Score: Raw -4011963.521903 + Penalty 3450.716314 = -4008512.805589
  nChanged 104
		SP:Iteration 23Q (691.050000 sec): 3 clusters
  Score: Raw -4012019.368529 + Penalty 3450.716314 = -4008568.652215
  nChanged 99
		SP:Iteration 24Q (691.140000 sec): 3 clusters
  Score: Raw -4012071.842011 + Penalty 3450.716314 = -4008621.125697
  nChanged 84
		SP:Iteration 25Q (691.230000 sec): 3 clusters
  Score: Raw -4012106.156067 + Penalty 3450.716314 = -4008655.439753
  nChanged 87
		SP:Iteration 26Q (691.320000 sec): 3 clusters
  Score: Raw -4012158.855909 + Penalty 3450.716314 = -4008708.139595
  nChanged 115
		SP:Iteration 27Q (691.410000 sec): 3 clusters
  Score: Raw -4012234.767862 + Penalty 3450.716314 = -4008784.051548
  nChanged 113
		SP:Iteration 28Q (691.500000 sec): 3 clusters
  Score: Raw -4012300.936596 + Penalty 3450.716314 = -4008850.220282
  nChanged 107
		SP:Iteration 29Q (691.590000 sec): 3 clusters
  Score: Raw -4012362.181824 + Penalty 3450.716314 = -4008911.465510
  nChanged 99
		SP:Iteration 30Q (691.680000 sec): 3 clusters
  Score: Raw -4012406.756953 + Penalty 3450.716314 = -4008956.040639
  nChanged 77
		SP:Iteration 31Q (691.760000 sec): 3 clusters
  Score: Raw -4012438.631731 + Penalty 3450.716314 = -4008987.915417
  nChanged 61
		SP:Iteration 32Q (691.850000 sec): 3 clusters
  Score: Raw -4012456.759335 + Penalty 3450.716314 = -4009006.043021
  nChanged 53
		SP:Iteration 33Q (691.930000 sec): 3 clusters
  Score: Raw -4012466.313018 + Penalty 3450.716314 = -4009015.596704
  nChanged 25
		SP:Iteration 34Q (692.020000 sec): 3 clusters
  Score: Raw -4012470.654974 + Penalty 3450.716314 = -4009019.938660
  nChanged 25
		SP:Iteration 35Q (692.110000 sec): 3 clusters
  Score: Raw -4012476.732946 + Penalty 3450.716314 = -4009026.016632
  nChanged 18
		SP:Iteration 36Q (692.190000 sec): 3 clusters
  Score: Raw -4012479.161017 + Penalty 3450.716314 = -4009028.444704
  nChanged 13
		SP:Iteration 37Q (692.280000 sec): 3 clusters
  Score: Raw -4012481.091314 + Penalty 3450.716314 = -4009030.375001
  nChanged 12
		SP:Iteration 38Q (692.370000 sec): 3 clusters
  Score: Raw -4012482.605426 + Penalty 3450.716314 = -4009031.889112
  nChanged 7
		SP:Iteration 39Q (692.450000 sec): 3 clusters
  Score: Raw -4012483.545375 + Penalty 3450.716314 = -4009032.829061
  nChanged 4
		SP:Iteration 40F (692.570000 sec): 3 clusters
  Score: Raw -4012484.265866 + Penalty 3450.716314 = -4009033.549552
  nChanged 5
		SP:Iteration 41Q (692.650000 sec): 3 clusters
  Score: Raw -4012484.956597 + Penalty 3450.716314 = -4009034.240283
  nChanged 5
		SP:Iteration 42Q (692.730000 sec): 3 clusters
  Score: Raw -4012485.248233 + Penalty 3450.716314 = -4009034.531919
  nChanged 1
		SP:Iteration 43Q (692.830000 sec): 3 clusters
  Score: Raw -4012485.328689 + Penalty 3450.716314 = -4009034.612375
  nChanged 1
		SP:Iteration 44Q (692.920000 sec): 3 clusters
  Score: Raw -4012485.365398 + Penalty 3450.716314 = -4009034.649084
  nChanged 0
		SP:Iteration 45F (693.040000 sec): 3 clusters
  Score: Raw -4012485.365398 + Penalty 3450.716314 = -4009034.649084
  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 8.67 GB.

 Trying to split cluster 31 (8173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (693.090000 sec): 2 clusters
  Score: Raw -765389.201105 + Penalty 1463.896089 = -763925.305016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (693.110000 sec): 3 clusters
  Score: Raw -760814.995986 + Penalty 2927.792178 = -757887.203808
  nChanged 3545
		SP:Iteration 1F (693.130000 sec): 3 clusters
  Score: Raw -763023.693034 + Penalty 2927.792178 = -760095.900856
  nChanged 744
		SP:Iteration 2F (693.150000 sec): 3 clusters
  Score: Raw -763798.962341 + Penalty 2927.792178 = -760871.170162
  nChanged 772
		SP:Iteration 3F (693.180000 sec): 3 clusters
  Score: Raw -764650.349458 + Penalty 2927.792178 = -761722.557280
  nChanged 714
		SP:Iteration 4F (693.200000 sec): 3 clusters
  Score: Raw -765366.933132 + Penalty 2927.792178 = -762439.140954
  nChanged 604
		SP:Iteration 5F (693.220000 sec): 3 clusters
  Score: Raw -765850.795402 + Penalty 2927.792178 = -762923.003224
  nChanged 440
		SP:Iteration 6F (693.240000 sec): 3 clusters
  Score: Raw -766162.711454 + Penalty 2927.792178 = -763234.919275
  nChanged 324
		SP:Iteration 7Q (693.260000 sec): 3 clusters
  Score: Raw -766355.550082 + Penalty 2927.792178 = -763427.757904
  nChanged 242
		SP:Iteration 8Q (693.280000 sec): 3 clusters
  Score: Raw -766464.976293 + Penalty 2927.792178 = -763537.184115
  nChanged 159
		SP:Iteration 9Q (693.300000 sec): 3 clusters
  Score: Raw -766529.285354 + Penalty 2927.792178 = -763601.493176
  nChanged 137
		SP:Iteration 10Q (693.320000 sec): 3 clusters
  Score: Raw -766577.220374 + Penalty 2927.792178 = -763649.428196
  nChanged 93
		SP:Iteration 11Q (693.340000 sec): 3 clusters
  Score: Raw -766602.016233 + Penalty 2927.792178 = -763674.224055
  nChanged 76
		SP:Iteration 12Q (693.360000 sec): 3 clusters
  Score: Raw -766623.485931 + Penalty 2927.792178 = -763695.693753
  nChanged 55
		SP:Iteration 13Q (693.380000 sec): 3 clusters
  Score: Raw -766640.068884 + Penalty 2927.792178 = -763712.276706
  nChanged 43
		SP:Iteration 14Q (693.400000 sec): 3 clusters
  Score: Raw -766650.121215 + Penalty 2927.792178 = -763722.329037
  nChanged 33
		SP:Iteration 15Q (693.420000 sec): 3 clusters
  Score: Raw -766660.915016 + Penalty 2927.792178 = -763733.122838
  nChanged 31
		SP:Iteration 16Q (693.440000 sec): 3 clusters
  Score: Raw -766672.224529 + Penalty 2927.792178 = -763744.432351
  nChanged 36
		SP:Iteration 17Q (693.460000 sec): 3 clusters
  Score: Raw -766688.237077 + Penalty 2927.792178 = -763760.444899
  nChanged 34
		SP:Iteration 18Q (693.480000 sec): 3 clusters
  Score: Raw -766710.796394 + Penalty 2927.792178 = -763783.004216
  nChanged 35
		SP:Iteration 19Q (693.500000 sec): 3 clusters
  Score: Raw -766723.721190 + Penalty 2927.792178 = -763795.929012
  nChanged 41
		SP:Iteration 20F (693.520000 sec): 3 clusters
  Score: Raw -766738.584874 + Penalty 2927.792178 = -763810.792696
  nChanged 32
		SP:Iteration 21Q (693.540000 sec): 3 clusters
  Score: Raw -766751.796942 + Penalty 2927.792178 = -763824.004764
  nChanged 33
		SP:Iteration 22Q (693.560000 sec): 3 clusters
  Score: Raw -766772.379025 + Penalty 2927.792178 = -763844.586846
  nChanged 38
		SP:Iteration 23Q (693.580000 sec): 3 clusters
  Score: Raw -766787.373677 + Penalty 2927.792178 = -763859.581499
  nChanged 38
		SP:Iteration 24Q (693.600000 sec): 3 clusters
  Score: Raw -766801.704797 + Penalty 2927.792178 = -763873.912619
  nChanged 26
		SP:Iteration 25Q (693.620000 sec): 3 clusters
  Score: Raw -766806.885823 + Penalty 2927.792178 = -763879.093645
  nChanged 24
		SP:Iteration 26Q (693.640000 sec): 3 clusters
  Score: Raw -766812.107658 + Penalty 2927.792178 = -763884.315480
  nChanged 14
		SP:Iteration 27Q (693.660000 sec): 3 clusters
  Score: Raw -766813.786234 + Penalty 2927.792178 = -763885.994056
  nChanged 14
		SP:Iteration 28Q (693.680000 sec): 3 clusters
  Score: Raw -766815.532493 + Penalty 2927.792178 = -763887.740314
  nChanged 8
		SP:Iteration 29Q (693.700000 sec): 3 clusters
  Score: Raw -766816.492187 + Penalty 2927.792178 = -763888.700009
  nChanged 3
		SP:Iteration 30Q (693.720000 sec): 3 clusters
  Score: Raw -766817.007043 + Penalty 2927.792178 = -763889.214865
  nChanged 5
		SP:Iteration 31Q (693.740000 sec): 3 clusters
  Score: Raw -766817.436538 + Penalty 2927.792178 = -763889.644360
  nChanged 1
		SP:Iteration 32Q (693.760000 sec): 3 clusters
  Score: Raw -766817.536664 + Penalty 2927.792178 = -763889.744485
  nChanged 0
		SP:Iteration 33F (693.790000 sec): 3 clusters
  Score: Raw -766817.536664 + Penalty 2927.792178 = -763889.744485
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (4185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (693.810000 sec): 2 clusters
  Score: Raw -314718.699879 + Penalty 1355.130072 = -313363.569806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (693.820000 sec): 3 clusters
  Score: Raw -312794.029425 + Penalty 2710.260144 = -310083.769281
  nChanged 1738
		SP:Iteration 1F (693.830000 sec): 3 clusters
  Score: Raw -315359.907335 + Penalty 2710.260144 = -312649.647190
  nChanged 575
		SP:Iteration 2F (693.840000 sec): 3 clusters
  Score: Raw -316197.474359 + Penalty 2710.260144 = -313487.214215
  nChanged 330
		SP:Iteration 3F (693.850000 sec): 3 clusters
  Score: Raw -316518.408714 + Penalty 2710.260144 = -313808.148569
  nChanged 186
		SP:Iteration 4Q (693.860000 sec): 3 clusters
  Score: Raw -316693.438891 + Penalty 2710.260144 = -313983.178747
  nChanged 128
		SP:Iteration 5Q (693.870000 sec): 3 clusters
  Score: Raw -316790.624827 + Penalty 2710.260144 = -314080.364683
  nChanged 78
		SP:Iteration 6Q (693.880000 sec): 3 clusters
  Score: Raw -316847.458296 + Penalty 2710.260144 = -314137.198151
  nChanged 67
		SP:Iteration 7Q (693.890000 sec): 3 clusters
  Score: Raw -316882.247441 + Penalty 2710.260144 = -314171.987297
  nChanged 43
		SP:Iteration 8Q (693.900000 sec): 3 clusters
  Score: Raw -316905.917458 + Penalty 2710.260144 = -314195.657314
  nChanged 33
		SP:Iteration 9Q (693.910000 sec): 3 clusters
  Score: Raw -316923.688245 + Penalty 2710.260144 = -314213.428101
  nChanged 29
		SP:Iteration 10Q (693.920000 sec): 3 clusters
  Score: Raw -316935.017012 + Penalty 2710.260144 = -314224.756868
  nChanged 23
		SP:Iteration 11Q (693.920000 sec): 3 clusters
  Score: Raw -316949.204900 + Penalty 2710.260144 = -314238.944755
  nChanged 21
		SP:Iteration 12Q (693.940000 sec): 3 clusters
  Score: Raw -316955.555000 + Penalty 2710.260144 = -314245.294856
  nChanged 11
		SP:Iteration 13Q (693.940000 sec): 3 clusters
  Score: Raw -316959.385053 + Penalty 2710.260144 = -314249.124909
  nChanged 11
		SP:Iteration 14Q (693.950000 sec): 3 clusters
  Score: Raw -316968.389782 + Penalty 2710.260144 = -314258.129638
  nChanged 18
		SP:Iteration 15Q (693.960000 sec): 3 clusters
  Score: Raw -316977.226850 + Penalty 2710.260144 = -314266.966705
  nChanged 17
		SP:Iteration 16Q (693.970000 sec): 3 clusters
  Score: Raw -316983.740304 + Penalty 2710.260144 = -314273.480159
  nChanged 12
		SP:Iteration 17Q (693.980000 sec): 3 clusters
  Score: Raw -316990.182803 + Penalty 2710.260144 = -314279.922658
  nChanged 12
		SP:Iteration 18Q (693.990000 sec): 3 clusters
  Score: Raw -316994.835027 + Penalty 2710.260144 = -314284.574883
  nChanged 12
		SP:Iteration 19Q (694.000000 sec): 3 clusters
  Score: Raw -316997.598525 + Penalty 2710.260144 = -314287.338380
  nChanged 7
		SP:Iteration 20F (694.010000 sec): 3 clusters
  Score: Raw -317000.314536 + Penalty 2710.260144 = -314290.054392
  nChanged 7
		SP:Iteration 21Q (694.020000 sec): 3 clusters
  Score: Raw -317001.667317 + Penalty 2710.260144 = -314291.407172
  nChanged 2
		SP:Iteration 22Q (694.030000 sec): 3 clusters
  Score: Raw -317002.039781 + Penalty 2710.260144 = -314291.779636
  nChanged 2
		SP:Iteration 23Q (694.040000 sec): 3 clusters
  Score: Raw -317002.567171 + Penalty 2710.260144 = -314292.307026
  nChanged 4
		SP:Iteration 24Q (694.050000 sec): 3 clusters
  Score: Raw -317004.289055 + Penalty 2710.260144 = -314294.028911
  nChanged 5
		SP:Iteration 25Q (694.060000 sec): 3 clusters
  Score: Raw -317006.155458 + Penalty 2710.260144 = -314295.895313
  nChanged 5
		SP:Iteration 26Q (694.070000 sec): 3 clusters
  Score: Raw -317007.497580 + Penalty 2710.260144 = -314297.237435
  nChanged 5
		SP:Iteration 27Q (694.080000 sec): 3 clusters
  Score: Raw -317008.461387 + Penalty 2710.260144 = -314298.201243
  nChanged 3
		SP:Iteration 28Q (694.080000 sec): 3 clusters
  Score: Raw -317008.672820 + Penalty 2710.260144 = -314298.412675
  nChanged 1
		SP:Iteration 29Q (694.100000 sec): 3 clusters
  Score: Raw -317008.924543 + Penalty 2710.260144 = -314298.664398
  nChanged 3
		SP:Iteration 30Q (694.100000 sec): 3 clusters
  Score: Raw -317009.668283 + Penalty 2710.260144 = -314299.408139
  nChanged 3
		SP:Iteration 31Q (694.110000 sec): 3 clusters
  Score: Raw -317010.122158 + Penalty 2710.260144 = -314299.862013
  nChanged 3
		SP:Iteration 32Q (694.120000 sec): 3 clusters
  Score: Raw -317010.858099 + Penalty 2710.260144 = -314300.597954
  nChanged 2
		SP:Iteration 33Q (694.130000 sec): 3 clusters
  Score: Raw -317011.111244 + Penalty 2710.260144 = -314300.851099
  nChanged 0
		SP:Iteration 34F (694.140000 sec): 3 clusters
  Score: Raw -317011.111244 + Penalty 2710.260144 = -314300.851099
  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 8.67 GB.

 Trying to split cluster 33 (7060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (694.170000 sec): 2 clusters
  Score: Raw -652906.711449 + Penalty 1440.107554 = -651466.603895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (694.190000 sec): 3 clusters
  Score: Raw -649120.439110 + Penalty 2880.215107 = -646240.224002
  nChanged 2963
		SP:Iteration 1F (694.200000 sec): 3 clusters
  Score: Raw -651112.355446 + Penalty 2880.215107 = -648232.140338
  nChanged 704
		SP:Iteration 2F (694.220000 sec): 3 clusters
  Score: Raw -651905.359652 + Penalty 2880.215107 = -649025.144545
  nChanged 729
		SP:Iteration 3F (694.240000 sec): 3 clusters
  Score: Raw -652854.479785 + Penalty 2880.215107 = -649974.264678
  nChanged 621
		SP:Iteration 4F (694.260000 sec): 3 clusters
  Score: Raw -653708.775424 + Penalty 2880.215107 = -650828.560316
  nChanged 463
		SP:Iteration 5F (694.280000 sec): 3 clusters
  Score: Raw -654364.516879 + Penalty 2880.215107 = -651484.301772
  nChanged 379
		SP:Iteration 6F (694.300000 sec): 3 clusters
  Score: Raw -655064.596513 + Penalty 2880.215107 = -652184.381405
  nChanged 373
		SP:Iteration 7F (694.320000 sec): 3 clusters
  Score: Raw -656115.794525 + Penalty 2880.215107 = -653235.579418
  nChanged 329
		SP:Iteration 8Q (694.330000 sec): 3 clusters
  Score: Raw -657136.136831 + Penalty 2880.215107 = -654255.921724
  nChanged 199
		SP:Iteration 9Q (694.340000 sec): 3 clusters
  Score: Raw -657392.926462 + Penalty 2880.215107 = -654512.711355
  nChanged 130
		SP:Iteration 10Q (694.360000 sec): 3 clusters
  Score: Raw -657517.445708 + Penalty 2880.215107 = -654637.230601
  nChanged 105
		SP:Iteration 11Q (694.380000 sec): 3 clusters
  Score: Raw -657646.848173 + Penalty 2880.215107 = -654766.633065
  nChanged 98
		SP:Iteration 12Q (694.390000 sec): 3 clusters
  Score: Raw -657774.589835 + Penalty 2880.215107 = -654894.374727
  nChanged 77
		SP:Iteration 13Q (694.400000 sec): 3 clusters
  Score: Raw -657871.455444 + Penalty 2880.215107 = -654991.240337
  nChanged 47
		SP:Iteration 14Q (694.420000 sec): 3 clusters
  Score: Raw -657921.448225 + Penalty 2880.215107 = -655041.233118
  nChanged 38
		SP:Iteration 15Q (694.440000 sec): 3 clusters
  Score: Raw -657961.046311 + Penalty 2880.215107 = -655080.831204
  nChanged 29
		SP:Iteration 16Q (694.450000 sec): 3 clusters
  Score: Raw -657993.094887 + Penalty 2880.215107 = -655112.879779
  nChanged 30
		SP:Iteration 17Q (694.460000 sec): 3 clusters
  Score: Raw -658014.528768 + Penalty 2880.215107 = -655134.313661
  nChanged 17
		SP:Iteration 18Q (694.480000 sec): 3 clusters
  Score: Raw -658022.058476 + Penalty 2880.215107 = -655141.843369
  nChanged 14
		SP:Iteration 19Q (694.490000 sec): 3 clusters
  Score: Raw -658026.179840 + Penalty 2880.215107 = -655145.964733
  nChanged 6
		SP:Iteration 20F (694.510000 sec): 3 clusters
  Score: Raw -658027.957851 + Penalty 2880.215107 = -655147.742744
  nChanged 5
		SP:Iteration 21Q (694.520000 sec): 3 clusters
  Score: Raw -658029.668193 + Penalty 2880.215107 = -655149.453085
  nChanged 7
		SP:Iteration 22Q (694.540000 sec): 3 clusters
  Score: Raw -658031.937424 + Penalty 2880.215107 = -655151.722316
  nChanged 4
		SP:Iteration 23Q (694.550000 sec): 3 clusters
  Score: Raw -658033.211166 + Penalty 2880.215107 = -655152.996058
  nChanged 2
		SP:Iteration 24Q (694.560000 sec): 3 clusters
  Score: Raw -658034.064552 + Penalty 2880.215107 = -655153.849445
  nChanged 1
		SP:Iteration 25Q (694.580000 sec): 3 clusters
  Score: Raw -658034.692343 + Penalty 2880.215107 = -655154.477235
  nChanged 2
		SP:Iteration 26Q (694.590000 sec): 3 clusters
  Score: Raw -658035.898493 + Penalty 2880.215107 = -655155.683386
  nChanged 2
		SP:Iteration 27Q (694.600000 sec): 3 clusters
  Score: Raw -658036.592044 + Penalty 2880.215107 = -655156.376937
  nChanged 1
		SP:Iteration 28Q (694.620000 sec): 3 clusters
  Score: Raw -658036.949878 + Penalty 2880.215107 = -655156.734771
  nChanged 1
		SP:Iteration 29Q (694.630000 sec): 3 clusters
  Score: Raw -658037.208154 + Penalty 2880.215107 = -655156.993047
  nChanged 2
		SP:Iteration 30Q (694.640000 sec): 3 clusters
  Score: Raw -658037.803841 + Penalty 2880.215107 = -655157.588734
  nChanged 2
		SP:Iteration 31Q (694.660000 sec): 3 clusters
  Score: Raw -658038.313481 + Penalty 2880.215107 = -655158.098374
  nChanged 0
		SP:Iteration 32F (694.680000 sec): 3 clusters
  Score: Raw -658038.313481 + Penalty 2880.215107 = -655158.098374
  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 8.67 GB.

 Trying to split cluster 34 (118915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (695.070000 sec): 2 clusters
  Score: Raw -12225359.538823 + Penalty 1899.001688 = -12223460.537135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (695.400000 sec): 3 clusters
  Score: Raw -12147378.333580 + Penalty 3798.003375 = -12143580.330205
  nChanged 57344
		SP:Iteration 1F (695.740000 sec): 3 clusters
  Score: Raw -12181652.433507 + Penalty 3798.003375 = -12177854.430132
  nChanged 4781
		SP:Iteration 2Q (696.090000 sec): 3 clusters
  Score: Raw -12183519.013574 + Penalty 3798.003375 = -12179721.010199
  nChanged 5692
		SP:Iteration 3Q (696.430000 sec): 3 clusters
  Score: Raw -12186235.517652 + Penalty 3798.003375 = -12182437.514277
  nChanged 6582
		SP:Iteration 4F (696.750000 sec): 3 clusters
  Score: Raw -12189934.774383 + Penalty 3798.003375 = -12186136.771008
  nChanged 7366
		SP:Iteration 5F (697.080000 sec): 3 clusters
  Score: Raw -12194648.672392 + Penalty 3798.003375 = -12190850.669017
  nChanged 7738
		SP:Iteration 6F (697.400000 sec): 3 clusters
  Score: Raw -12199540.100428 + Penalty 3798.003375 = -12195742.097053
  nChanged 7158
		SP:Iteration 7F (697.720000 sec): 3 clusters
  Score: Raw -12203417.585223 + Penalty 3798.003375 = -12199619.581848
  nChanged 5985
		SP:Iteration 8F (698.050000 sec): 3 clusters
  Score: Raw -12206056.466871 + Penalty 3798.003375 = -12202258.463495
  nChanged 4813
		SP:Iteration 9Q (698.380000 sec): 3 clusters
  Score: Raw -12207876.954112 + Penalty 3798.003375 = -12204078.950737
  nChanged 4037
		SP:Iteration 10Q (698.710000 sec): 3 clusters
  Score: Raw -12209306.932829 + Penalty 3798.003375 = -12205508.929454
  nChanged 3862
		SP:Iteration 11Q (699.040000 sec): 3 clusters
  Score: Raw -12210696.768746 + Penalty 3798.003375 = -12206898.765371
  nChanged 3925
		SP:Iteration 12Q (699.380000 sec): 3 clusters
  Score: Raw -12212127.161082 + Penalty 3798.003375 = -12208329.157707
  nChanged 4156
		SP:Iteration 13Q (699.690000 sec): 3 clusters
  Score: Raw -12213729.590763 + Penalty 3798.003375 = -12209931.587388
  nChanged 4324
		SP:Iteration 14Q (700.010000 sec): 3 clusters
  Score: Raw -12215472.152191 + Penalty 3798.003375 = -12211674.148816
  nChanged 4299
		SP:Iteration 15Q (700.330000 sec): 3 clusters
  Score: Raw -12217233.005705 + Penalty 3798.003375 = -12213435.002330
  nChanged 4031
		SP:Iteration 16Q (700.630000 sec): 3 clusters
  Score: Raw -12218914.483711 + Penalty 3798.003375 = -12215116.480335
  nChanged 3719
		SP:Iteration 17Q (700.950000 sec): 3 clusters
  Score: Raw -12220496.234769 + Penalty 3798.003375 = -12216698.231394
  nChanged 3205
		SP:Iteration 18Q (701.280000 sec): 3 clusters
  Score: Raw -12221833.279091 + Penalty 3798.003375 = -12218035.275716
  nChanged 2701
		SP:Iteration 19Q (701.570000 sec): 3 clusters
  Score: Raw -12222932.499494 + Penalty 3798.003375 = -12219134.496119
  nChanged 2148
		SP:Iteration 20F (701.900000 sec): 3 clusters
  Score: Raw -12223792.877055 + Penalty 3798.003375 = -12219994.873679
  nChanged 1771
		SP:Iteration 21Q (702.180000 sec): 3 clusters
  Score: Raw -12224477.234051 + Penalty 3798.003375 = -12220679.230676
  nChanged 1288
		SP:Iteration 22Q (702.460000 sec): 3 clusters
  Score: Raw -12224948.014181 + Penalty 3798.003375 = -12221150.010806
  nChanged 1006
		SP:Iteration 23Q (702.730000 sec): 3 clusters
  Score: Raw -12225312.035915 + Penalty 3798.003375 = -12221514.032540
  nChanged 781
		SP:Iteration 24Q (703.000000 sec): 3 clusters
  Score: Raw -12225605.773578 + Penalty 3798.003375 = -12221807.770203
  nChanged 630
		SP:Iteration 25Q (703.260000 sec): 3 clusters
  Score: Raw -12225848.105301 + Penalty 3798.003375 = -12222050.101925
  nChanged 458
		SP:Iteration 26Q (703.510000 sec): 3 clusters
  Score: Raw -12226031.945483 + Penalty 3798.003375 = -12222233.942108
  nChanged 356
		SP:Iteration 27Q (703.770000 sec): 3 clusters
  Score: Raw -12226210.083648 + Penalty 3798.003375 = -12222412.080273
  nChanged 329
		SP:Iteration 28Q (704.020000 sec): 3 clusters
  Score: Raw -12226412.334251 + Penalty 3798.003375 = -12222614.330876
  nChanged 339
		SP:Iteration 29Q (704.270000 sec): 3 clusters
  Score: Raw -12226637.339173 + Penalty 3798.003375 = -12222839.335797
  nChanged 268
		SP:Iteration 30Q (704.520000 sec): 3 clusters
  Score: Raw -12226816.323459 + Penalty 3798.003375 = -12223018.320084
  nChanged 281
		SP:Iteration 31Q (704.770000 sec): 3 clusters
  Score: Raw -12226999.320426 + Penalty 3798.003375 = -12223201.317051
  nChanged 249
		SP:Iteration 32Q (705.000000 sec): 3 clusters
  Score: Raw -12227136.836271 + Penalty 3798.003375 = -12223338.832896
  nChanged 196
		SP:Iteration 33Q (705.250000 sec): 3 clusters
  Score: Raw -12227221.143221 + Penalty 3798.003375 = -12223423.139846
  nChanged 160
		SP:Iteration 34Q (705.500000 sec): 3 clusters
  Score: Raw -12227275.899886 + Penalty 3798.003375 = -12223477.896511
  nChanged 118
		SP:Iteration 35Q (705.730000 sec): 3 clusters
  Score: Raw -12227316.908982 + Penalty 3798.003375 = -12223518.905607
  nChanged 92
		SP:Iteration 36Q (705.970000 sec): 3 clusters
  Score: Raw -12227344.531825 + Penalty 3798.003375 = -12223546.528450
  nChanged 81
		SP:Iteration 37Q (706.200000 sec): 3 clusters
  Score: Raw -12227365.922428 + Penalty 3798.003375 = -12223567.919053
  nChanged 63
		SP:Iteration 38Q (706.440000 sec): 3 clusters
  Score: Raw -12227380.398025 + Penalty 3798.003375 = -12223582.394650
  nChanged 46
		SP:Iteration 39Q (706.680000 sec): 3 clusters
  Score: Raw -12227388.195311 + Penalty 3798.003375 = -12223590.191936
  nChanged 34
		SP:Iteration 40F (707.000000 sec): 3 clusters
  Score: Raw -12227404.459695 + Penalty 3798.003375 = -12223606.456320
  nChanged 50
		SP:Iteration 41Q (707.230000 sec): 3 clusters
  Score: Raw -12227418.392553 + Penalty 3798.003375 = -12223620.389178
  nChanged 35
		SP:Iteration 42Q (707.470000 sec): 3 clusters
  Score: Raw -12227425.790046 + Penalty 3798.003375 = -12223627.786671
  nChanged 29
		SP:Iteration 43Q (707.700000 sec): 3 clusters
  Score: Raw -12227432.634471 + Penalty 3798.003375 = -12223634.631095
  nChanged 38
		SP:Iteration 44Q (707.940000 sec): 3 clusters
  Score: Raw -12227440.418891 + Penalty 3798.003375 = -12223642.415516
  nChanged 37
		SP:Iteration 45Q (708.180000 sec): 3 clusters
  Score: Raw -12227446.385607 + Penalty 3798.003375 = -12223648.382232
  nChanged 30
		SP:Iteration 46Q (708.420000 sec): 3 clusters
  Score: Raw -12227450.478526 + Penalty 3798.003375 = -12223652.475151
  nChanged 23
		SP:Iteration 47Q (708.650000 sec): 3 clusters
  Score: Raw -12227454.478256 + Penalty 3798.003375 = -12223656.474881
  nChanged 28
		SP:Iteration 48Q (708.890000 sec): 3 clusters
  Score: Raw -12227458.828461 + Penalty 3798.003375 = -12223660.825086
  nChanged 16
		SP:Iteration 49Q (709.130000 sec): 3 clusters
  Score: Raw -12227461.190820 + Penalty 3798.003375 = -12223663.187445
  nChanged 12
		SP:Iteration 50Q (709.370000 sec): 3 clusters
  Score: Raw -12227462.296106 + Penalty 3798.003375 = -12223664.292730
  nChanged 8
		SP:Iteration 51Q (709.600000 sec): 3 clusters
  Score: Raw -12227463.363038 + Penalty 3798.003375 = -12223665.359662
  nChanged 5
		SP:Iteration 52Q (709.840000 sec): 3 clusters
  Score: Raw -12227464.048181 + Penalty 3798.003375 = -12223666.044806
  nChanged 6
		SP:Iteration 53Q (710.070000 sec): 3 clusters
  Score: Raw -12227464.678819 + Penalty 3798.003375 = -12223666.675444
  nChanged 4
		SP:Iteration 54Q (710.310000 sec): 3 clusters
  Score: Raw -12227465.153379 + Penalty 3798.003375 = -12223667.150004
  nChanged 5
		SP:Iteration 55Q (710.550000 sec): 3 clusters
  Score: Raw -12227465.639514 + Penalty 3798.003375 = -12223667.636139
  nChanged 5
		SP:Iteration 56Q (710.810000 sec): 3 clusters
  Score: Raw -12227466.322443 + Penalty 3798.003375 = -12223668.319068
  nChanged 5
		SP:Iteration 57Q (711.040000 sec): 3 clusters
  Score: Raw -12227466.891792 + Penalty 3798.003375 = -12223668.888417
  nChanged 4
		SP:Iteration 58Q (711.280000 sec): 3 clusters
  Score: Raw -12227467.382475 + Penalty 3798.003375 = -12223669.379100
  nChanged 3
		SP:Iteration 59Q (711.510000 sec): 3 clusters
  Score: Raw -12227467.773838 + Penalty 3798.003375 = -12223669.770463
  nChanged 5
		SP:Iteration 60F (711.830000 sec): 3 clusters
  Score: Raw -12227468.193607 + Penalty 3798.003375 = -12223670.190231
  nChanged 5
		SP:Iteration 61Q (712.070000 sec): 3 clusters
  Score: Raw -12227468.625335 + Penalty 3798.003375 = -12223670.621960
  nChanged 3
		SP:Iteration 62Q (712.310000 sec): 3 clusters
  Score: Raw -12227468.916645 + Penalty 3798.003375 = -12223670.913270
  nChanged 8
		SP:Iteration 63Q (712.540000 sec): 3 clusters
  Score: Raw -12227469.625417 + Penalty 3798.003375 = -12223671.622042
  nChanged 8
		SP:Iteration 64Q (712.790000 sec): 3 clusters
  Score: Raw -12227470.324408 + Penalty 3798.003375 = -12223672.321033
  nChanged 6
		SP:Iteration 65Q (713.030000 sec): 3 clusters
  Score: Raw -12227470.841170 + Penalty 3798.003375 = -12223672.837795
  nChanged 3
		SP:Iteration 66Q (713.270000 sec): 3 clusters
  Score: Raw -12227471.197171 + Penalty 3798.003375 = -12223673.193796
  nChanged 4
		SP:Iteration 67Q (713.510000 sec): 3 clusters
  Score: Raw -12227471.617879 + Penalty 3798.003375 = -12223673.614504
  nChanged 6
		SP:Iteration 68Q (713.740000 sec): 3 clusters
  Score: Raw -12227472.249688 + Penalty 3798.003375 = -12223674.246313
  nChanged 5
		SP:Iteration 69Q (713.980000 sec): 3 clusters
  Score: Raw -12227472.795753 + Penalty 3798.003375 = -12223674.792378
  nChanged 3
		SP:Iteration 70Q (714.210000 sec): 3 clusters
  Score: Raw -12227473.153816 + Penalty 3798.003375 = -12223675.150440
  nChanged 3
		SP:Iteration 71Q (714.450000 sec): 3 clusters
  Score: Raw -12227473.325464 + Penalty 3798.003375 = -12223675.322089
  nChanged 0
		SP:Iteration 72F (714.770000 sec): 3 clusters
  Score: Raw -12227473.325464 + Penalty 3798.003375 = -12223675.322089
  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 8.67 GB.

 Trying to split cluster 35 (9435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (714.880000 sec): 2 clusters
  Score: Raw -838987.019833 + Penalty 1487.229487 = -837499.790346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (714.900000 sec): 3 clusters
  Score: Raw -833662.766440 + Penalty 2974.458974 = -830688.307466
  nChanged 4078
		SP:Iteration 1F (714.930000 sec): 3 clusters
  Score: Raw -836346.852225 + Penalty 2974.458974 = -833372.393251
  nChanged 794
		SP:Iteration 2F (714.950000 sec): 3 clusters
  Score: Raw -837097.422353 + Penalty 2974.458974 = -834122.963379
  nChanged 951
		SP:Iteration 3F (714.980000 sec): 3 clusters
  Score: Raw -838510.939162 + Penalty 2974.458974 = -835536.480188
  nChanged 1041
		SP:Iteration 4F (715.000000 sec): 3 clusters
  Score: Raw -840297.442716 + Penalty 2974.458974 = -837322.983742
  nChanged 933
		SP:Iteration 5F (715.030000 sec): 3 clusters
  Score: Raw -841804.405215 + Penalty 2974.458974 = -838829.946241
  nChanged 635
		SP:Iteration 6F (715.050000 sec): 3 clusters
  Score: Raw -842621.216310 + Penalty 2974.458974 = -839646.757336
  nChanged 345
		SP:Iteration 7Q (715.070000 sec): 3 clusters
  Score: Raw -842926.982923 + Penalty 2974.458974 = -839952.523949
  nChanged 213
		SP:Iteration 8Q (715.090000 sec): 3 clusters
  Score: Raw -843063.960262 + Penalty 2974.458974 = -840089.501288
  nChanged 111
		SP:Iteration 9Q (715.110000 sec): 3 clusters
  Score: Raw -843105.123498 + Penalty 2974.458974 = -840130.664524
  nChanged 62
		SP:Iteration 10Q (715.130000 sec): 3 clusters
  Score: Raw -843128.248454 + Penalty 2974.458974 = -840153.789480
  nChanged 47
		SP:Iteration 11Q (715.150000 sec): 3 clusters
  Score: Raw -843142.612220 + Penalty 2974.458974 = -840168.153246
  nChanged 30
		SP:Iteration 12Q (715.170000 sec): 3 clusters
  Score: Raw -843150.840095 + Penalty 2974.458974 = -840176.381121
  nChanged 29
		SP:Iteration 13Q (715.200000 sec): 3 clusters
  Score: Raw -843158.822055 + Penalty 2974.458974 = -840184.363081
  nChanged 24
		SP:Iteration 14Q (715.220000 sec): 3 clusters
  Score: Raw -843167.253257 + Penalty 2974.458974 = -840192.794283
  nChanged 18
		SP:Iteration 15Q (715.240000 sec): 3 clusters
  Score: Raw -843172.965561 + Penalty 2974.458974 = -840198.506587
  nChanged 17
		SP:Iteration 16Q (715.260000 sec): 3 clusters
  Score: Raw -843177.866225 + Penalty 2974.458974 = -840203.407251
  nChanged 15
		SP:Iteration 17Q (715.280000 sec): 3 clusters
  Score: Raw -843181.751865 + Penalty 2974.458974 = -840207.292891
  nChanged 19
		SP:Iteration 18Q (715.300000 sec): 3 clusters
  Score: Raw -843185.371252 + Penalty 2974.458974 = -840210.912279
  nChanged 14
		SP:Iteration 19Q (715.320000 sec): 3 clusters
  Score: Raw -843187.622812 + Penalty 2974.458974 = -840213.163838
  nChanged 12
		SP:Iteration 20F (715.340000 sec): 3 clusters
  Score: Raw -843189.554854 + Penalty 2974.458974 = -840215.095880
  nChanged 12
		SP:Iteration 21Q (715.370000 sec): 3 clusters
  Score: Raw -843190.876438 + Penalty 2974.458974 = -840216.417464
  nChanged 6
		SP:Iteration 22Q (715.390000 sec): 3 clusters
  Score: Raw -843191.742133 + Penalty 2974.458974 = -840217.283159
  nChanged 4
		SP:Iteration 23Q (715.410000 sec): 3 clusters
  Score: Raw -843192.267795 + Penalty 2974.458974 = -840217.808821
  nChanged 2
		SP:Iteration 24Q (715.430000 sec): 3 clusters
  Score: Raw -843192.887836 + Penalty 2974.458974 = -840218.428862
  nChanged 4
		SP:Iteration 25Q (715.450000 sec): 3 clusters
  Score: Raw -843194.171301 + Penalty 2974.458974 = -840219.712327
  nChanged 7
		SP:Iteration 26Q (715.470000 sec): 3 clusters
  Score: Raw -843195.164982 + Penalty 2974.458974 = -840220.706008
  nChanged 6
		SP:Iteration 27Q (715.490000 sec): 3 clusters
  Score: Raw -843196.370905 + Penalty 2974.458974 = -840221.911931
  nChanged 3
		SP:Iteration 28Q (715.510000 sec): 3 clusters
  Score: Raw -843196.946240 + Penalty 2974.458974 = -840222.487266
  nChanged 2
		SP:Iteration 29Q (715.530000 sec): 3 clusters
  Score: Raw -843197.038745 + Penalty 2974.458974 = -840222.579771
  nChanged 0
		SP:Iteration 30F (715.550000 sec): 3 clusters
  Score: Raw -843197.038745 + Penalty 2974.458974 = -840222.579771
  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 8.67 GB.

 Trying to split cluster 36 (3950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (715.570000 sec): 2 clusters
  Score: Raw -400165.212357 + Penalty 1345.739014 = -398819.473342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (715.590000 sec): 3 clusters
  Score: Raw -398229.729142 + Penalty 2691.478029 = -395538.251113
  nChanged 1584
		SP:Iteration 1F (715.590000 sec): 3 clusters
  Score: Raw -399357.303714 + Penalty 2691.478029 = -396665.825686
  nChanged 426
		SP:Iteration 2F (715.610000 sec): 3 clusters
  Score: Raw -399875.750449 + Penalty 2691.478029 = -397184.272420
  nChanged 369
		SP:Iteration 3F (715.610000 sec): 3 clusters
  Score: Raw -400424.471127 + Penalty 2691.478029 = -397732.993098
  nChanged 364
		SP:Iteration 4F (715.630000 sec): 3 clusters
  Score: Raw -400916.363815 + Penalty 2691.478029 = -398224.885786
  nChanged 248
		SP:Iteration 5F (715.630000 sec): 3 clusters
  Score: Raw -401150.827424 + Penalty 2691.478029 = -398459.349395
  nChanged 155
		SP:Iteration 6Q (715.640000 sec): 3 clusters
  Score: Raw -401246.022427 + Penalty 2691.478029 = -398554.544398
  nChanged 78
		SP:Iteration 7Q (715.650000 sec): 3 clusters
  Score: Raw -401285.466982 + Penalty 2691.478029 = -398593.988953
  nChanged 45
		SP:Iteration 8Q (715.660000 sec): 3 clusters
  Score: Raw -401302.572472 + Penalty 2691.478029 = -398611.094443
  nChanged 35
		SP:Iteration 9Q (715.670000 sec): 3 clusters
  Score: Raw -401314.126203 + Penalty 2691.478029 = -398622.648174
  nChanged 22
		SP:Iteration 10Q (715.680000 sec): 3 clusters
  Score: Raw -401320.512640 + Penalty 2691.478029 = -398629.034611
  nChanged 14
		SP:Iteration 11Q (715.690000 sec): 3 clusters
  Score: Raw -401324.962789 + Penalty 2691.478029 = -398633.484760
  nChanged 13
		SP:Iteration 12Q (715.700000 sec): 3 clusters
  Score: Raw -401329.293674 + Penalty 2691.478029 = -398637.815645
  nChanged 10
		SP:Iteration 13Q (715.710000 sec): 3 clusters
  Score: Raw -401331.604715 + Penalty 2691.478029 = -398640.126686
  nChanged 12
		SP:Iteration 14Q (715.720000 sec): 3 clusters
  Score: Raw -401335.190798 + Penalty 2691.478029 = -398643.712770
  nChanged 8
		SP:Iteration 15Q (715.730000 sec): 3 clusters
  Score: Raw -401336.895240 + Penalty 2691.478029 = -398645.417212
  nChanged 3
		SP:Iteration 16Q (715.740000 sec): 3 clusters
  Score: Raw -401337.323701 + Penalty 2691.478029 = -398645.845672
  nChanged 2
		SP:Iteration 17Q (715.750000 sec): 3 clusters
  Score: Raw -401337.902052 + Penalty 2691.478029 = -398646.424023
  nChanged 3
		SP:Iteration 18Q (715.750000 sec): 3 clusters
  Score: Raw -401338.598220 + Penalty 2691.478029 = -398647.120192
  nChanged 3
		SP:Iteration 19Q (715.770000 sec): 3 clusters
  Score: Raw -401339.067385 + Penalty 2691.478029 = -398647.589357
  nChanged 0
		SP:Iteration 20F (715.770000 sec): 3 clusters
  Score: Raw -401339.067385 + Penalty 2691.478029 = -398647.589357
  nChanged 0
Iteration 59Q (729.960000 sec): 61 clusters
  Score: Raw -91877585.125600 + Penalty 134269.436303 = -91743315.689297
  nChanged 14795
Iteration 60F (780.480000 sec): 61 clusters
  Score: Raw -91886812.285448 + Penalty 134269.436303 = -91752542.849145
  nChanged 10096
Iteration 61Q (786.610000 sec): 61 clusters
  Score: Raw -91891465.392194 + Penalty 134269.436303 = -91757195.955891
  nChanged 5482
Iteration 62Q (792.440000 sec): 61 clusters
  Score: Raw -91893175.948068 + Penalty 134269.436303 = -91758906.511765
  nChanged 3978
Iteration 63Q (798.170000 sec): 61 clusters
  Score: Raw -91894291.022591 + Penalty 134269.436303 = -91760021.586288
  nChanged 3125
Iteration 64Q (803.840000 sec): 61 clusters
  Score: Raw -91895046.973124 + Penalty 134269.436303 = -91760777.536821
  nChanged 2545
Iteration 65Q (809.490000 sec): 61 clusters
  Score: Raw -91895591.881936 + Penalty 134269.436303 = -91761322.445633
  nChanged 2032
Iteration 66Q (815.060000 sec): 61 clusters
  Score: Raw -91896031.303526 + Penalty 134269.436303 = -91761761.867222
  nChanged 1826
Iteration 67Q (820.640000 sec): 61 clusters
  Score: Raw -91896401.587942 + Penalty 134269.436303 = -91762132.151638
  nChanged 1622
Iteration 68Q (826.210000 sec): 61 clusters
  Score: Raw -91896723.488774 + Penalty 134269.436303 = -91762454.052471
  nChanged 1464
Iteration 69Q (831.800000 sec): 61 clusters
  Score: Raw -91897002.723934 + Penalty 134269.436303 = -91762733.287631
  nChanged 1215
Iteration 70Q (837.390000 sec): 61 clusters
  Score: Raw -91897224.438872 + Penalty 134269.436303 = -91762955.002568
  nChanged 1101
Iteration 71Q (842.970000 sec): 61 clusters
  Score: Raw -91897427.373387 + Penalty 134269.436303 = -91763157.937084
  nChanged 944
Iteration 72Q (848.530000 sec): 61 clusters
  Score: Raw -91897592.046051 + Penalty 134269.436303 = -91763322.609748
  nChanged 826
Iteration 73Q (854.090000 sec): 61 clusters
  Score: Raw -91897724.565401 + Penalty 134269.436303 = -91763455.129098
  nChanged 783
Iteration 74Q (859.620000 sec): 61 clusters
  Score: Raw -91897852.634268 + Penalty 134269.436303 = -91763583.197964
  nChanged 734
Iteration 75Q (865.130000 sec): 61 clusters
  Score: Raw -91897972.001994 + Penalty 134269.436303 = -91763702.565691
  nChanged 710
Iteration 76Q (870.680000 sec): 61 clusters
  Score: Raw -91898081.351619 + Penalty 134269.436303 = -91763811.915316
  nChanged 642
Iteration 77Q (876.190000 sec): 61 clusters
  Score: Raw -91898181.660587 + Penalty 134269.436303 = -91763912.224283
  nChanged 638
Iteration 78Q (881.680000 sec): 61 clusters
  Score: Raw -91898281.804902 + Penalty 134269.436303 = -91764012.368599
  nChanged 605
Iteration 79Q (887.200000 sec): 61 clusters
  Score: Raw -91898381.971203 + Penalty 134269.436303 = -91764112.534899
  nChanged 583
Iteration 80F (937.790000 sec): 61 clusters
  Score: Raw -91902219.706336 + Penalty 134269.436303 = -91767950.270033
  nChanged 749
Iteration 81Q (943.410000 sec): 61 clusters
  Score: Raw -91905262.790102 + Penalty 134269.436303 = -91770993.353799
  nChanged 799
Iteration 82Q (948.990000 sec): 61 clusters
  Score: Raw -91905733.592109 + Penalty 134269.436303 = -91771464.155806
  nChanged 869
Iteration 83Q (954.580000 sec): 61 clusters
  Score: Raw -91906460.971913 + Penalty 134269.436303 = -91772191.535609
  nChanged 892
Iteration 84Q (960.140000 sec): 61 clusters
  Score: Raw -91906806.622326 + Penalty 134269.436303 = -91772537.186022
  nChanged 839
Iteration 85Q (965.670000 sec): 61 clusters
  Score: Raw -91907054.141825 + Penalty 134269.436303 = -91772784.705522
  nChanged 785
Iteration 86Q (971.250000 sec): 61 clusters
  Score: Raw -91907281.141945 + Penalty 134269.436303 = -91773011.705642
  nChanged 737
Iteration 87Q (976.830000 sec): 61 clusters
  Score: Raw -91907472.981160 + Penalty 134269.436303 = -91773203.544856
  nChanged 672
Iteration 88Q (982.480000 sec): 61 clusters
  Score: Raw -91907632.452896 + Penalty 134269.436303 = -91773363.016592
  nChanged 589
Iteration 89Q (988.100000 sec): 61 clusters
  Score: Raw -91907792.702252 + Penalty 134269.436303 = -91773523.265948
  nChanged 505
Iteration 90Q (993.640000 sec): 61 clusters
  Score: Raw -91907943.372924 + Penalty 134269.436303 = -91773673.936620
  nChanged 453
Iteration 91Q (999.230000 sec): 61 clusters
  Score: Raw -91908086.163587 + Penalty 134269.436303 = -91773816.727284
  nChanged 411
Iteration 92Q (1004.800000 sec): 61 clusters
  Score: Raw -91908232.250288 + Penalty 134269.436303 = -91773962.813985
  nChanged 392
Iteration 93Q (1010.380000 sec): 61 clusters
  Score: Raw -91908370.551935 + Penalty 134269.436303 = -91774101.115631
  nChanged 345
Iteration 94Q (1015.970000 sec): 61 clusters
  Score: Raw -91908516.893969 + Penalty 134269.436303 = -91774247.457665
  nChanged 319
Iteration 95Q (1021.600000 sec): 61 clusters
  Score: Raw -91908620.209621 + Penalty 134269.436303 = -91774350.773317
  nChanged 296
Iteration 96Q (1027.240000 sec): 61 clusters
  Score: Raw -91908700.032265 + Penalty 134269.436303 = -91774430.595962
  nChanged 262
Iteration 97Q (1032.920000 sec): 61 clusters
  Score: Raw -91908776.833851 + Penalty 134269.436303 = -91774507.397548
  nChanged 236
Iteration 98Q (1038.550000 sec): 61 clusters
  Score: Raw -91908831.483211 + Penalty 134269.436303 = -91774562.046907
  nChanged 196
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -91908831.483211 + Penalty 134269.436303 = -91774562.046907
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (4908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1038.710000 sec): 2 clusters
  Score: Raw -471003.463928 + Penalty 1381.026043 = -469622.437885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1038.720000 sec): 3 clusters
  Score: Raw -468491.262374 + Penalty 2762.052087 = -465729.210287
  nChanged 1984
		SP:Iteration 1F (1038.740000 sec): 3 clusters
  Score: Raw -469727.750549 + Penalty 2762.052087 = -466965.698462
  nChanged 372
		SP:Iteration 2F (1038.750000 sec): 3 clusters
  Score: Raw -469952.669291 + Penalty 2762.052087 = -467190.617204
  nChanged 276
		SP:Iteration 3F (1038.760000 sec): 3 clusters
  Score: Raw -470099.433035 + Penalty 2762.052087 = -467337.380948
  nChanged 218
		SP:Iteration 4Q (1038.770000 sec): 3 clusters
  Score: Raw -470225.937185 + Penalty 2762.052087 = -467463.885098
  nChanged 216
		SP:Iteration 5Q (1038.780000 sec): 3 clusters
  Score: Raw -470359.493764 + Penalty 2762.052087 = -467597.441677
  nChanged 212
		SP:Iteration 6Q (1038.800000 sec): 3 clusters
  Score: Raw -470534.272742 + Penalty 2762.052087 = -467772.220655
  nChanged 219
		SP:Iteration 7Q (1038.810000 sec): 3 clusters
  Score: Raw -470756.115373 + Penalty 2762.052087 = -467994.063286
  nChanged 259
		SP:Iteration 8F (1038.820000 sec): 3 clusters
  Score: Raw -471128.777623 + Penalty 2762.052087 = -468366.725536
  nChanged 339
		SP:Iteration 9F (1038.840000 sec): 3 clusters
  Score: Raw -471938.921226 + Penalty 2762.052087 = -469176.869140
  nChanged 391
		SP:Iteration 10F (1038.850000 sec): 3 clusters
  Score: Raw -472895.638231 + Penalty 2762.052087 = -470133.586145
  nChanged 370
		SP:Iteration 11F (1038.860000 sec): 3 clusters
  Score: Raw -473438.135245 + Penalty 2762.052087 = -470676.083158
  nChanged 282
		SP:Iteration 12F (1038.880000 sec): 3 clusters
  Score: Raw -473824.075357 + Penalty 2762.052087 = -471062.023270
  nChanged 197
		SP:Iteration 13Q (1038.880000 sec): 3 clusters
  Score: Raw -474138.304517 + Penalty 2762.052087 = -471376.252431
  nChanged 151
		SP:Iteration 14Q (1038.900000 sec): 3 clusters
  Score: Raw -474398.500349 + Penalty 2762.052087 = -471636.448262
  nChanged 105
		SP:Iteration 15Q (1038.900000 sec): 3 clusters
  Score: Raw -474585.426577 + Penalty 2762.052087 = -471823.374490
  nChanged 69
		SP:Iteration 16Q (1038.920000 sec): 3 clusters
  Score: Raw -474696.940771 + Penalty 2762.052087 = -471934.888684
  nChanged 54
		SP:Iteration 17Q (1038.920000 sec): 3 clusters
  Score: Raw -474773.787293 + Penalty 2762.052087 = -472011.735206
  nChanged 32
		SP:Iteration 18Q (1038.930000 sec): 3 clusters
  Score: Raw -474809.558316 + Penalty 2762.052087 = -472047.506229
  nChanged 25
		SP:Iteration 19Q (1038.940000 sec): 3 clusters
  Score: Raw -474833.361135 + Penalty 2762.052087 = -472071.309048
  nChanged 19
		SP:Iteration 20F (1038.960000 sec): 3 clusters
  Score: Raw -474846.562358 + Penalty 2762.052087 = -472084.510271
  nChanged 13
		SP:Iteration 21Q (1038.960000 sec): 3 clusters
  Score: Raw -474854.553192 + Penalty 2762.052087 = -472092.501105
  nChanged 9
		SP:Iteration 22Q (1038.970000 sec): 3 clusters
  Score: Raw -474859.001274 + Penalty 2762.052087 = -472096.949187
  nChanged 3
		SP:Iteration 23Q (1038.980000 sec): 3 clusters
  Score: Raw -474859.753025 + Penalty 2762.052087 = -472097.700938
  nChanged 4
		SP:Iteration 24Q (1038.990000 sec): 3 clusters
  Score: Raw -474861.066533 + Penalty 2762.052087 = -472099.014446
  nChanged 1
		SP:Iteration 25Q (1039.000000 sec): 3 clusters
  Score: Raw -474861.341853 + Penalty 2762.052087 = -472099.289766
  nChanged 1
		SP:Iteration 26Q (1039.010000 sec): 3 clusters
  Score: Raw -474861.610310 + Penalty 2762.052087 = -472099.558223
  nChanged 0
		SP:Iteration 27F (1039.020000 sec): 3 clusters
  Score: Raw -474861.610310 + Penalty 2762.052087 = -472099.558223
  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 8.67 GB.

 Trying to split cluster 2 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1039.040000 sec): 2 clusters
  Score: Raw -153392.528879 + Penalty 1194.250009 = -152198.278870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1039.040000 sec): 3 clusters
  Score: Raw -152816.424815 + Penalty 2388.500018 = -150427.924797
  nChanged 520
		SP:Iteration 1F (1039.040000 sec): 3 clusters
  Score: Raw -153180.795923 + Penalty 2388.500018 = -150792.295905
  nChanged 118
		SP:Iteration 2F (1039.040000 sec): 3 clusters
  Score: Raw -153282.539447 + Penalty 2388.500018 = -150894.039429
  nChanged 69
		SP:Iteration 3Q (1039.050000 sec): 3 clusters
  Score: Raw -153341.894489 + Penalty 2388.500018 = -150953.394471
  nChanged 48
		SP:Iteration 4Q (1039.050000 sec): 3 clusters
  Score: Raw -153386.598072 + Penalty 2388.500018 = -150998.098054
  nChanged 32
		SP:Iteration 5Q (1039.060000 sec): 3 clusters
  Score: Raw -153409.162949 + Penalty 2388.500018 = -151020.662931
  nChanged 21
		SP:Iteration 6Q (1039.060000 sec): 3 clusters
  Score: Raw -153428.313550 + Penalty 2388.500018 = -151039.813532
  nChanged 20
		SP:Iteration 7Q (1039.060000 sec): 3 clusters
  Score: Raw -153445.652580 + Penalty 2388.500018 = -151057.152562
  nChanged 24
		SP:Iteration 8Q (1039.070000 sec): 3 clusters
  Score: Raw -153466.743971 + Penalty 2388.500018 = -151078.243953
  nChanged 19
		SP:Iteration 9Q (1039.070000 sec): 3 clusters
  Score: Raw -153489.473446 + Penalty 2388.500018 = -151100.973428
  nChanged 26
		SP:Iteration 10Q (1039.080000 sec): 3 clusters
  Score: Raw -153509.523963 + Penalty 2388.500018 = -151121.023945
  nChanged 21
		SP:Iteration 11Q (1039.080000 sec): 3 clusters
  Score: Raw -153527.598368 + Penalty 2388.500018 = -151139.098350
  nChanged 17
		SP:Iteration 12Q (1039.080000 sec): 3 clusters
  Score: Raw -153540.732855 + Penalty 2388.500018 = -151152.232837
  nChanged 14
		SP:Iteration 13Q (1039.090000 sec): 3 clusters
  Score: Raw -153551.526854 + Penalty 2388.500018 = -151163.026836
  nChanged 18
		SP:Iteration 14Q (1039.090000 sec): 3 clusters
  Score: Raw -153562.574781 + Penalty 2388.500018 = -151174.074763
  nChanged 16
		SP:Iteration 15Q (1039.100000 sec): 3 clusters
  Score: Raw -153575.617688 + Penalty 2388.500018 = -151187.117670
  nChanged 16
		SP:Iteration 16Q (1039.100000 sec): 3 clusters
  Score: Raw -153587.715109 + Penalty 2388.500018 = -151199.215091
  nChanged 17
		SP:Iteration 17Q (1039.100000 sec): 3 clusters
  Score: Raw -153598.813124 + Penalty 2388.500018 = -151210.313106
  nChanged 10
		SP:Iteration 18Q (1039.110000 sec): 3 clusters
  Score: Raw -153604.398932 + Penalty 2388.500018 = -151215.898914
  nChanged 10
		SP:Iteration 19Q (1039.110000 sec): 3 clusters
  Score: Raw -153611.376687 + Penalty 2388.500018 = -151222.876669
  nChanged 11
		SP:Iteration 20F (1039.120000 sec): 3 clusters
  Score: Raw -153618.468760 + Penalty 2388.500018 = -151229.968742
  nChanged 16
		SP:Iteration 21Q (1039.120000 sec): 3 clusters
  Score: Raw -153630.312184 + Penalty 2388.500018 = -151241.812166
  nChanged 12
		SP:Iteration 22Q (1039.120000 sec): 3 clusters
  Score: Raw -153640.238562 + Penalty 2388.500018 = -151251.738544
  nChanged 13
		SP:Iteration 23Q (1039.120000 sec): 3 clusters
  Score: Raw -153649.958642 + Penalty 2388.500018 = -151261.458624
  nChanged 12
		SP:Iteration 24Q (1039.130000 sec): 3 clusters
  Score: Raw -153659.563210 + Penalty 2388.500018 = -151271.063192
  nChanged 16
		SP:Iteration 25Q (1039.130000 sec): 3 clusters
  Score: Raw -153671.906534 + Penalty 2388.500018 = -151283.406516
  nChanged 11
		SP:Iteration 26Q (1039.140000 sec): 3 clusters
  Score: Raw -153682.423966 + Penalty 2388.500018 = -151293.923948
  nChanged 13
		SP:Iteration 27Q (1039.140000 sec): 3 clusters
  Score: Raw -153694.503847 + Penalty 2388.500018 = -151306.003829
  nChanged 15
		SP:Iteration 28Q (1039.140000 sec): 3 clusters
  Score: Raw -153709.077979 + Penalty 2388.500018 = -151320.577961
  nChanged 13
		SP:Iteration 29Q (1039.150000 sec): 3 clusters
  Score: Raw -153717.674074 + Penalty 2388.500018 = -151329.174056
  nChanged 11
		SP:Iteration 30Q (1039.150000 sec): 3 clusters
  Score: Raw -153725.036937 + Penalty 2388.500018 = -151336.536919
  nChanged 10
		SP:Iteration 31Q (1039.160000 sec): 3 clusters
  Score: Raw -153730.054166 + Penalty 2388.500018 = -151341.554148
  nChanged 7
		SP:Iteration 32Q (1039.160000 sec): 3 clusters
  Score: Raw -153736.573510 + Penalty 2388.500018 = -151348.073492
  nChanged 4
		SP:Iteration 33Q (1039.160000 sec): 3 clusters
  Score: Raw -153739.282693 + Penalty 2388.500018 = -151350.782675
  nChanged 3
		SP:Iteration 34Q (1039.170000 sec): 3 clusters
  Score: Raw -153740.270694 + Penalty 2388.500018 = -151351.770676
  nChanged 0
		SP:Iteration 35F (1039.170000 sec): 3 clusters
  Score: Raw -153740.270694 + Penalty 2388.500018 = -151351.770676
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 3 (55349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1039.360000 sec): 2 clusters
  Score: Raw -5588962.260128 + Penalty 1774.729754 = -5587187.530374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1039.520000 sec): 3 clusters
  Score: Raw -5553693.193339 + Penalty 3549.459508 = -5550143.733831
  nChanged 26147
		SP:Iteration 1F (1039.670000 sec): 3 clusters
  Score: Raw -5568993.134942 + Penalty 3549.459508 = -5565443.675434
  nChanged 2577
		SP:Iteration 2Q (1039.840000 sec): 3 clusters
  Score: Raw -5569876.143480 + Penalty 3549.459508 = -5566326.683971
  nChanged 2732
		SP:Iteration 3Q (1040.000000 sec): 3 clusters
  Score: Raw -5570962.212830 + Penalty 3549.459508 = -5567412.753322
  nChanged 3106
		SP:Iteration 4F (1040.150000 sec): 3 clusters
  Score: Raw -5572510.816927 + Penalty 3549.459508 = -5568961.357419
  nChanged 3468
		SP:Iteration 5F (1040.310000 sec): 3 clusters
  Score: Raw -5574593.193522 + Penalty 3549.459508 = -5571043.734014
  nChanged 3726
		SP:Iteration 6F (1040.460000 sec): 3 clusters
  Score: Raw -5577191.354912 + Penalty 3549.459508 = -5573641.895404
  nChanged 3724
		SP:Iteration 7F (1040.620000 sec): 3 clusters
  Score: Raw -5580059.135269 + Penalty 3549.459508 = -5576509.675761
  nChanged 3370
		SP:Iteration 8F (1040.770000 sec): 3 clusters
  Score: Raw -5582904.895825 + Penalty 3549.459508 = -5579355.436317
  nChanged 2714
		SP:Iteration 9Q (1040.940000 sec): 3 clusters
  Score: Raw -5585310.360449 + Penalty 3549.459508 = -5581760.900941
  nChanged 1839
		SP:Iteration 10Q (1041.090000 sec): 3 clusters
  Score: Raw -5586986.995071 + Penalty 3549.459508 = -5583437.535563
  nChanged 1137
		SP:Iteration 11Q (1041.230000 sec): 3 clusters
  Score: Raw -5588017.018157 + Penalty 3549.459508 = -5584467.558648
  nChanged 622
		SP:Iteration 12Q (1041.360000 sec): 3 clusters
  Score: Raw -5588546.871574 + Penalty 3549.459508 = -5584997.412066
  nChanged 398
		SP:Iteration 13Q (1041.480000 sec): 3 clusters
  Score: Raw -5588836.956083 + Penalty 3549.459508 = -5585287.496575
  nChanged 242
		SP:Iteration 14Q (1041.600000 sec): 3 clusters
  Score: Raw -5589000.046272 + Penalty 3549.459508 = -5585450.586764
  nChanged 166
		SP:Iteration 15Q (1041.720000 sec): 3 clusters
  Score: Raw -5589105.392396 + Penalty 3549.459508 = -5585555.932888
  nChanged 112
		SP:Iteration 16Q (1041.840000 sec): 3 clusters
  Score: Raw -5589168.380143 + Penalty 3549.459508 = -5585618.920635
  nChanged 78
		SP:Iteration 17Q (1041.960000 sec): 3 clusters
  Score: Raw -5589213.409762 + Penalty 3549.459508 = -5585663.950254
  nChanged 64
		SP:Iteration 18Q (1042.070000 sec): 3 clusters
  Score: Raw -5589248.848957 + Penalty 3549.459508 = -5585699.389449
  nChanged 43
		SP:Iteration 19Q (1042.180000 sec): 3 clusters
  Score: Raw -5589274.477541 + Penalty 3549.459508 = -5585725.018033
  nChanged 35
		SP:Iteration 20F (1042.330000 sec): 3 clusters
  Score: Raw -5589296.792774 + Penalty 3549.459508 = -5585747.333266
  nChanged 28
		SP:Iteration 21Q (1042.440000 sec): 3 clusters
  Score: Raw -5589314.093541 + Penalty 3549.459508 = -5585764.634032
  nChanged 22
		SP:Iteration 22Q (1042.550000 sec): 3 clusters
  Score: Raw -5589324.232218 + Penalty 3549.459508 = -5585774.772710
  nChanged 14
		SP:Iteration 23Q (1042.660000 sec): 3 clusters
  Score: Raw -5589330.815453 + Penalty 3549.459508 = -5585781.355945
  nChanged 13
		SP:Iteration 24Q (1042.770000 sec): 3 clusters
  Score: Raw -5589337.301862 + Penalty 3549.459508 = -5585787.842354
  nChanged 10
		SP:Iteration 25Q (1042.890000 sec): 3 clusters
  Score: Raw -5589341.801265 + Penalty 3549.459508 = -5585792.341757
  nChanged 8
		SP:Iteration 26Q (1043.000000 sec): 3 clusters
  Score: Raw -5589345.509311 + Penalty 3549.459508 = -5585796.049803
  nChanged 4
		SP:Iteration 27Q (1043.110000 sec): 3 clusters
  Score: Raw -5589347.333860 + Penalty 3549.459508 = -5585797.874352
  nChanged 4
		SP:Iteration 28Q (1043.220000 sec): 3 clusters
  Score: Raw -5589349.034021 + Penalty 3549.459508 = -5585799.574513
  nChanged 3
		SP:Iteration 29Q (1043.330000 sec): 3 clusters
  Score: Raw -5589350.258076 + Penalty 3549.459508 = -5585800.798568
  nChanged 6
		SP:Iteration 30Q (1043.440000 sec): 3 clusters
  Score: Raw -5589352.914861 + Penalty 3549.459508 = -5585803.455353
  nChanged 3
		SP:Iteration 31Q (1043.560000 sec): 3 clusters
  Score: Raw -5589354.130555 + Penalty 3549.459508 = -5585804.671047
  nChanged 2
		SP:Iteration 32Q (1043.660000 sec): 3 clusters
  Score: Raw -5589354.917003 + Penalty 3549.459508 = -5585805.457495
  nChanged 0
		SP:Iteration 33F (1043.820000 sec): 3 clusters
  Score: Raw -5589354.917003 + Penalty 3549.459508 = -5585805.457495
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 4 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1043.860000 sec): 2 clusters
  Score: Raw -37549.194950 + Penalty 989.837856 = -36559.357094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1043.860000 sec): 3 clusters
  Score: Raw -37585.574004 + Penalty 1979.675712 = -35605.898292
  nChanged 118
		SP:Iteration 1F (1043.870000 sec): 3 clusters
  Score: Raw -37875.190597 + Penalty 1979.675712 = -35895.514885
  nChanged 43
		SP:Iteration 2F (1043.870000 sec): 3 clusters
  Score: Raw -37975.090905 + Penalty 1979.675712 = -35995.415193
  nChanged 21
		SP:Iteration 3Q (1043.870000 sec): 3 clusters
  Score: Raw -38029.704631 + Penalty 1979.675712 = -36050.028919
  nChanged 16
		SP:Iteration 4Q (1043.870000 sec): 3 clusters
  Score: Raw -38055.876423 + Penalty 1979.675712 = -36076.200712
  nChanged 7
		SP:Iteration 5Q (1043.870000 sec): 3 clusters
  Score: Raw -38072.639320 + Penalty 1979.675712 = -36092.963608
  nChanged 8
		SP:Iteration 6Q (1043.870000 sec): 3 clusters
  Score: Raw -38089.970490 + Penalty 1979.675712 = -36110.294778
  nChanged 2
		SP:Iteration 7Q (1043.870000 sec): 3 clusters
  Score: Raw -38092.100004 + Penalty 1979.675712 = -36112.424292
  nChanged 0
		SP:Iteration 8F (1043.870000 sec): 3 clusters
  Score: Raw -38092.100004 + Penalty 1979.675712 = -36112.424292
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 5 (7337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1043.900000 sec): 2 clusters
  Score: Raw -688111.399142 + Penalty 1446.361364 = -686665.037777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1043.920000 sec): 3 clusters
  Score: Raw -684122.531209 + Penalty 2892.722729 = -681229.808481
  nChanged 3084
		SP:Iteration 1F (1043.940000 sec): 3 clusters
  Score: Raw -686032.149921 + Penalty 2892.722729 = -683139.427193
  nChanged 690
		SP:Iteration 2F (1043.960000 sec): 3 clusters
  Score: Raw -686545.473993 + Penalty 2892.722729 = -683652.751264
  nChanged 564
		SP:Iteration 3F (1043.980000 sec): 3 clusters
  Score: Raw -686965.854858 + Penalty 2892.722729 = -684073.132130
  nChanged 510
		SP:Iteration 4F (1044.000000 sec): 3 clusters
  Score: Raw -687347.360582 + Penalty 2892.722729 = -684454.637854
  nChanged 395
		SP:Iteration 5F (1044.020000 sec): 3 clusters
  Score: Raw -687639.029418 + Penalty 2892.722729 = -684746.306689
  nChanged 351
		SP:Iteration 6Q (1044.040000 sec): 3 clusters
  Score: Raw -687897.078120 + Penalty 2892.722729 = -685004.355391
  nChanged 281
		SP:Iteration 7Q (1044.060000 sec): 3 clusters
  Score: Raw -688105.374071 + Penalty 2892.722729 = -685212.651343
  nChanged 205
		SP:Iteration 8Q (1044.080000 sec): 3 clusters
  Score: Raw -688270.749494 + Penalty 2892.722729 = -685378.026765
  nChanged 184
		SP:Iteration 9Q (1044.090000 sec): 3 clusters
  Score: Raw -688413.231761 + Penalty 2892.722729 = -685520.509033
  nChanged 161
		SP:Iteration 10Q (1044.110000 sec): 3 clusters
  Score: Raw -688531.588150 + Penalty 2892.722729 = -685638.865422
  nChanged 121
		SP:Iteration 11Q (1044.130000 sec): 3 clusters
  Score: Raw -688624.069614 + Penalty 2892.722729 = -685731.346885
  nChanged 108
		SP:Iteration 12Q (1044.140000 sec): 3 clusters
  Score: Raw -688704.470701 + Penalty 2892.722729 = -685811.747973
  nChanged 80
		SP:Iteration 13Q (1044.160000 sec): 3 clusters
  Score: Raw -688750.547480 + Penalty 2892.722729 = -685857.824751
  nChanged 70
		SP:Iteration 14Q (1044.180000 sec): 3 clusters
  Score: Raw -688785.242087 + Penalty 2892.722729 = -685892.519359
  nChanged 56
		SP:Iteration 15Q (1044.200000 sec): 3 clusters
  Score: Raw -688807.585164 + Penalty 2892.722729 = -685914.862435
  nChanged 38
		SP:Iteration 16Q (1044.220000 sec): 3 clusters
  Score: Raw -688824.483906 + Penalty 2892.722729 = -685931.761178
  nChanged 32
		SP:Iteration 17Q (1044.230000 sec): 3 clusters
  Score: Raw -688836.363191 + Penalty 2892.722729 = -685943.640462
  nChanged 27
		SP:Iteration 18Q (1044.250000 sec): 3 clusters
  Score: Raw -688850.015778 + Penalty 2892.722729 = -685957.293049
  nChanged 32
		SP:Iteration 19Q (1044.270000 sec): 3 clusters
  Score: Raw -688861.431344 + Penalty 2892.722729 = -685968.708616
  nChanged 23
		SP:Iteration 20F (1044.280000 sec): 3 clusters
  Score: Raw -688871.654378 + Penalty 2892.722729 = -685978.931649
  nChanged 25
		SP:Iteration 21Q (1044.300000 sec): 3 clusters
  Score: Raw -688882.970479 + Penalty 2892.722729 = -685990.247751
  nChanged 21
		SP:Iteration 22Q (1044.320000 sec): 3 clusters
  Score: Raw -688896.055931 + Penalty 2892.722729 = -686003.333202
  nChanged 25
		SP:Iteration 23Q (1044.340000 sec): 3 clusters
  Score: Raw -688905.914215 + Penalty 2892.722729 = -686013.191486
  nChanged 21
		SP:Iteration 24Q (1044.350000 sec): 3 clusters
  Score: Raw -688914.319146 + Penalty 2892.722729 = -686021.596417
  nChanged 16
		SP:Iteration 25Q (1044.370000 sec): 3 clusters
  Score: Raw -688919.514215 + Penalty 2892.722729 = -686026.791487
  nChanged 19
		SP:Iteration 26Q (1044.390000 sec): 3 clusters
  Score: Raw -688930.104092 + Penalty 2892.722729 = -686037.381364
  nChanged 20
		SP:Iteration 27Q (1044.400000 sec): 3 clusters
  Score: Raw -688941.769286 + Penalty 2892.722729 = -686049.046557
  nChanged 25
		SP:Iteration 28Q (1044.420000 sec): 3 clusters
  Score: Raw -688966.623391 + Penalty 2892.722729 = -686073.900662
  nChanged 38
		SP:Iteration 29Q (1044.440000 sec): 3 clusters
  Score: Raw -688999.399599 + Penalty 2892.722729 = -686106.676870
  nChanged 28
		SP:Iteration 30Q (1044.450000 sec): 3 clusters
  Score: Raw -689021.298709 + Penalty 2892.722729 = -686128.575981
  nChanged 33
		SP:Iteration 31Q (1044.470000 sec): 3 clusters
  Score: Raw -689036.235444 + Penalty 2892.722729 = -686143.512715
  nChanged 18
		SP:Iteration 32Q (1044.480000 sec): 3 clusters
  Score: Raw -689043.066526 + Penalty 2892.722729 = -686150.343797
  nChanged 11
		SP:Iteration 33Q (1044.500000 sec): 3 clusters
  Score: Raw -689047.548260 + Penalty 2892.722729 = -686154.825531
  nChanged 6
		SP:Iteration 34Q (1044.520000 sec): 3 clusters
  Score: Raw -689050.652438 + Penalty 2892.722729 = -686157.929709
  nChanged 9
		SP:Iteration 35Q (1044.530000 sec): 3 clusters
  Score: Raw -689053.550671 + Penalty 2892.722729 = -686160.827943
  nChanged 6
		SP:Iteration 36Q (1044.550000 sec): 3 clusters
  Score: Raw -689055.547925 + Penalty 2892.722729 = -686162.825196
  nChanged 8
		SP:Iteration 37Q (1044.560000 sec): 3 clusters
  Score: Raw -689057.252168 + Penalty 2892.722729 = -686164.529440
  nChanged 3
		SP:Iteration 38Q (1044.580000 sec): 3 clusters
  Score: Raw -689058.398560 + Penalty 2892.722729 = -686165.675831
  nChanged 7
		SP:Iteration 39Q (1044.600000 sec): 3 clusters
  Score: Raw -689064.745381 + Penalty 2892.722729 = -686172.022653
  nChanged 15
		SP:Iteration 40F (1044.620000 sec): 3 clusters
  Score: Raw -689083.382312 + Penalty 2892.722729 = -686190.659583
  nChanged 26
		SP:Iteration 41Q (1044.630000 sec): 3 clusters
  Score: Raw -689129.747331 + Penalty 2892.722729 = -686237.024602
  nChanged 32
		SP:Iteration 42Q (1044.650000 sec): 3 clusters
  Score: Raw -689180.400533 + Penalty 2892.722729 = -686287.677805
  nChanged 33
		SP:Iteration 43Q (1044.660000 sec): 3 clusters
  Score: Raw -689199.746331 + Penalty 2892.722729 = -686307.023603
  nChanged 21
		SP:Iteration 44Q (1044.680000 sec): 3 clusters
  Score: Raw -689207.606275 + Penalty 2892.722729 = -686314.883547
  nChanged 9
		SP:Iteration 45Q (1044.700000 sec): 3 clusters
  Score: Raw -689212.430750 + Penalty 2892.722729 = -686319.708021
  nChanged 9
		SP:Iteration 46Q (1044.710000 sec): 3 clusters
  Score: Raw -689216.722456 + Penalty 2892.722729 = -686323.999727
  nChanged 8
		SP:Iteration 47Q (1044.730000 sec): 3 clusters
  Score: Raw -689219.695158 + Penalty 2892.722729 = -686326.972429
  nChanged 6
		SP:Iteration 48Q (1044.740000 sec): 3 clusters
  Score: Raw -689221.355059 + Penalty 2892.722729 = -686328.632330
  nChanged 4
		SP:Iteration 49Q (1044.760000 sec): 3 clusters
  Score: Raw -689223.241551 + Penalty 2892.722729 = -686330.518823
  nChanged 3
		SP:Iteration 50Q (1044.780000 sec): 3 clusters
  Score: Raw -689224.072699 + Penalty 2892.722729 = -686331.349971
  nChanged 4
		SP:Iteration 51Q (1044.790000 sec): 3 clusters
  Score: Raw -689225.338551 + Penalty 2892.722729 = -686332.615822
  nChanged 2
		SP:Iteration 52Q (1044.810000 sec): 3 clusters
  Score: Raw -689225.597661 + Penalty 2892.722729 = -686332.874932
  nChanged 3
		SP:Iteration 53Q (1044.820000 sec): 3 clusters
  Score: Raw -689227.276872 + Penalty 2892.722729 = -686334.554144
  nChanged 3
		SP:Iteration 54Q (1044.840000 sec): 3 clusters
  Score: Raw -689229.122184 + Penalty 2892.722729 = -686336.399455
  nChanged 1
		SP:Iteration 55Q (1044.860000 sec): 3 clusters
  Score: Raw -689229.312054 + Penalty 2892.722729 = -686336.589325
  nChanged 0
		SP:Iteration 56F (1044.870000 sec): 3 clusters
  Score: Raw -689229.312054 + Penalty 2892.722729 = -686336.589325
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (2793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1044.890000 sec): 2 clusters
  Score: Raw -250284.517177 + Penalty 1289.416629 = -248995.100547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1044.900000 sec): 3 clusters
  Score: Raw -249042.979271 + Penalty 2578.833259 = -246464.146012
  nChanged 1063
		SP:Iteration 1F (1044.900000 sec): 3 clusters
  Score: Raw -250116.349074 + Penalty 2578.833259 = -247537.515815
  nChanged 332
		SP:Iteration 2F (1044.910000 sec): 3 clusters
  Score: Raw -250587.876409 + Penalty 2578.833259 = -248009.043150
  nChanged 246
		SP:Iteration 3F (1044.920000 sec): 3 clusters
  Score: Raw -250904.394165 + Penalty 2578.833259 = -248325.560906
  nChanged 175
		SP:Iteration 4F (1044.920000 sec): 3 clusters
  Score: Raw -251102.705410 + Penalty 2578.833259 = -248523.872151
  nChanged 140
		SP:Iteration 5F (1044.930000 sec): 3 clusters
  Score: Raw -251231.358288 + Penalty 2578.833259 = -248652.525029
  nChanged 83
		SP:Iteration 6Q (1044.940000 sec): 3 clusters
  Score: Raw -251293.448912 + Penalty 2578.833259 = -248714.615653
  nChanged 57
		SP:Iteration 7Q (1044.950000 sec): 3 clusters
  Score: Raw -251323.900570 + Penalty 2578.833259 = -248745.067311
  nChanged 38
		SP:Iteration 8Q (1044.950000 sec): 3 clusters
  Score: Raw -251345.041839 + Penalty 2578.833259 = -248766.208580
  nChanged 29
		SP:Iteration 9Q (1044.960000 sec): 3 clusters
  Score: Raw -251360.909755 + Penalty 2578.833259 = -248782.076496
  nChanged 23
		SP:Iteration 10Q (1044.970000 sec): 3 clusters
  Score: Raw -251370.475658 + Penalty 2578.833259 = -248791.642399
  nChanged 12
		SP:Iteration 11Q (1044.970000 sec): 3 clusters
  Score: Raw -251375.897602 + Penalty 2578.833259 = -248797.064343
  nChanged 10
		SP:Iteration 12Q (1044.980000 sec): 3 clusters
  Score: Raw -251379.056265 + Penalty 2578.833259 = -248800.223006
  nChanged 3
		SP:Iteration 13Q (1044.990000 sec): 3 clusters
  Score: Raw -251379.742639 + Penalty 2578.833259 = -248800.909380
  nChanged 4
		SP:Iteration 14Q (1044.990000 sec): 3 clusters
  Score: Raw -251380.667058 + Penalty 2578.833259 = -248801.833799
  nChanged 2
		SP:Iteration 15Q (1045.000000 sec): 3 clusters
  Score: Raw -251381.623484 + Penalty 2578.833259 = -248802.790225
  nChanged 1
		SP:Iteration 16Q (1045.010000 sec): 3 clusters
  Score: Raw -251381.770423 + Penalty 2578.833259 = -248802.937164
  nChanged 0
		SP:Iteration 17F (1045.020000 sec): 3 clusters
  Score: Raw -251381.770423 + Penalty 2578.833259 = -248802.937164
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 7 (3459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1045.030000 sec): 2 clusters
  Score: Raw -313560.738828 + Penalty 1324.169406 = -312236.569422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1045.040000 sec): 3 clusters
  Score: Raw -311945.444756 + Penalty 2648.338813 = -309297.105943
  nChanged 1329
		SP:Iteration 1F (1045.050000 sec): 3 clusters
  Score: Raw -312881.930241 + Penalty 2648.338813 = -310233.591428
  nChanged 313
		SP:Iteration 2F (1045.060000 sec): 3 clusters
  Score: Raw -313139.427669 + Penalty 2648.338813 = -310491.088856
  nChanged 226
		SP:Iteration 3F (1045.070000 sec): 3 clusters
  Score: Raw -313355.961614 + Penalty 2648.338813 = -310707.622801
  nChanged 219
		SP:Iteration 4F (1045.080000 sec): 3 clusters
  Score: Raw -313641.966729 + Penalty 2648.338813 = -310993.627916
  nChanged 242
		SP:Iteration 5F (1045.080000 sec): 3 clusters
  Score: Raw -314023.402846 + Penalty 2648.338813 = -311375.064033
  nChanged 224
		SP:Iteration 6F (1045.100000 sec): 3 clusters
  Score: Raw -314432.444812 + Penalty 2648.338813 = -311784.105999
  nChanged 191
		SP:Iteration 7F (1045.100000 sec): 3 clusters
  Score: Raw -314744.075938 + Penalty 2648.338813 = -312095.737125
  nChanged 149
		SP:Iteration 8Q (1045.110000 sec): 3 clusters
  Score: Raw -315026.712073 + Penalty 2648.338813 = -312378.373260
  nChanged 120
		SP:Iteration 9Q (1045.120000 sec): 3 clusters
  Score: Raw -315160.154374 + Penalty 2648.338813 = -312511.815561
  nChanged 68
		SP:Iteration 10Q (1045.130000 sec): 3 clusters
  Score: Raw -315206.374744 + Penalty 2648.338813 = -312558.035931
  nChanged 41
		SP:Iteration 11Q (1045.140000 sec): 3 clusters
  Score: Raw -315230.195254 + Penalty 2648.338813 = -312581.856441
  nChanged 26
		SP:Iteration 12Q (1045.140000 sec): 3 clusters
  Score: Raw -315244.432061 + Penalty 2648.338813 = -312596.093248
  nChanged 20
		SP:Iteration 13Q (1045.150000 sec): 3 clusters
  Score: Raw -315256.763528 + Penalty 2648.338813 = -312608.424715
  nChanged 20
		SP:Iteration 14Q (1045.160000 sec): 3 clusters
  Score: Raw -315270.029827 + Penalty 2648.338813 = -312621.691014
  nChanged 19
		SP:Iteration 15Q (1045.160000 sec): 3 clusters
  Score: Raw -315279.316154 + Penalty 2648.338813 = -312630.977341
  nChanged 14
		SP:Iteration 16Q (1045.170000 sec): 3 clusters
  Score: Raw -315289.274619 + Penalty 2648.338813 = -312640.935806
  nChanged 20
		SP:Iteration 17Q (1045.180000 sec): 3 clusters
  Score: Raw -315300.908810 + Penalty 2648.338813 = -312652.569997
  nChanged 17
		SP:Iteration 18Q (1045.190000 sec): 3 clusters
  Score: Raw -315309.044279 + Penalty 2648.338813 = -312660.705467
  nChanged 11
		SP:Iteration 19Q (1045.190000 sec): 3 clusters
  Score: Raw -315313.519775 + Penalty 2648.338813 = -312665.180962
  nChanged 6
		SP:Iteration 20F (1045.200000 sec): 3 clusters
  Score: Raw -315315.700943 + Penalty 2648.338813 = -312667.362130
  nChanged 9
		SP:Iteration 21Q (1045.210000 sec): 3 clusters
  Score: Raw -315318.593967 + Penalty 2648.338813 = -312670.255154
  nChanged 3
		SP:Iteration 22Q (1045.220000 sec): 3 clusters
  Score: Raw -315319.184611 + Penalty 2648.338813 = -312670.845798
  nChanged 1
		SP:Iteration 23Q (1045.220000 sec): 3 clusters
  Score: Raw -315319.484757 + Penalty 2648.338813 = -312671.145944
  nChanged 1
		SP:Iteration 24Q (1045.230000 sec): 3 clusters
  Score: Raw -315320.298385 + Penalty 2648.338813 = -312671.959572
  nChanged 3
		SP:Iteration 25Q (1045.240000 sec): 3 clusters
  Score: Raw -315321.529531 + Penalty 2648.338813 = -312673.190719
  nChanged 3
		SP:Iteration 26Q (1045.240000 sec): 3 clusters
  Score: Raw -315322.379455 + Penalty 2648.338813 = -312674.040643
  nChanged 1
		SP:Iteration 27Q (1045.250000 sec): 3 clusters
  Score: Raw -315322.618578 + Penalty 2648.338813 = -312674.279765
  nChanged 1
		SP:Iteration 28Q (1045.260000 sec): 3 clusters
  Score: Raw -315322.869694 + Penalty 2648.338813 = -312674.530881
  nChanged 3
		SP:Iteration 29Q (1045.270000 sec): 3 clusters
  Score: Raw -315323.451129 + Penalty 2648.338813 = -312675.112316
  nChanged 1
		SP:Iteration 30Q (1045.280000 sec): 3 clusters
  Score: Raw -315323.525771 + Penalty 2648.338813 = -312675.186958
  nChanged 1
		SP:Iteration 31Q (1045.280000 sec): 3 clusters
  Score: Raw -315323.746273 + Penalty 2648.338813 = -312675.407460
  nChanged 2
		SP:Iteration 32Q (1045.290000 sec): 3 clusters
  Score: Raw -315324.174188 + Penalty 2648.338813 = -312675.835375
  nChanged 2
		SP:Iteration 33Q (1045.300000 sec): 3 clusters
  Score: Raw -315324.668475 + Penalty 2648.338813 = -312676.329663
  nChanged 2
		SP:Iteration 34Q (1045.300000 sec): 3 clusters
  Score: Raw -315325.620062 + Penalty 2648.338813 = -312677.281249
  nChanged 3
		SP:Iteration 35Q (1045.310000 sec): 3 clusters
  Score: Raw -315326.988477 + Penalty 2648.338813 = -312678.649664
  nChanged 1
		SP:Iteration 36Q (1045.320000 sec): 3 clusters
  Score: Raw -315327.131455 + Penalty 2648.338813 = -312678.792642
  nChanged 1
		SP:Iteration 37Q (1045.330000 sec): 3 clusters
  Score: Raw -315327.316186 + Penalty 2648.338813 = -312678.977373
  nChanged 1
		SP:Iteration 38Q (1045.340000 sec): 3 clusters
  Score: Raw -315327.605577 + Penalty 2648.338813 = -312679.266764
  nChanged 0
		SP:Iteration 39F (1045.340000 sec): 3 clusters
  Score: Raw -315327.605577 + Penalty 2648.338813 = -312679.266764
  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 8.67 GB.

 Trying to split cluster 8 (30069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1045.470000 sec): 2 clusters
  Score: Raw -2837893.605952 + Penalty 1675.578128 = -2836218.027824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1045.550000 sec): 3 clusters
  Score: Raw -2819488.867898 + Penalty 3351.156256 = -2816137.711642
  nChanged 13704
		SP:Iteration 1F (1045.640000 sec): 3 clusters
  Score: Raw -2827856.803857 + Penalty 3351.156256 = -2824505.647601
  nChanged 2042
		SP:Iteration 2F (1045.720000 sec): 3 clusters
  Score: Raw -2829146.479007 + Penalty 3351.156256 = -2825795.322751
  nChanged 2188
		SP:Iteration 3F (1045.810000 sec): 3 clusters
  Score: Raw -2830688.005628 + Penalty 3351.156256 = -2827336.849372
  nChanged 2130
		SP:Iteration 4F (1045.890000 sec): 3 clusters
  Score: Raw -2832095.199076 + Penalty 3351.156256 = -2828744.042820
  nChanged 1946
		SP:Iteration 5F (1045.980000 sec): 3 clusters
  Score: Raw -2833143.077053 + Penalty 3351.156256 = -2829791.920796
  nChanged 1572
		SP:Iteration 6F (1046.060000 sec): 3 clusters
  Score: Raw -2833822.668302 + Penalty 3351.156256 = -2830471.512046
  nChanged 1155
		SP:Iteration 7Q (1046.140000 sec): 3 clusters
  Score: Raw -2834242.699977 + Penalty 3351.156256 = -2830891.543720
  nChanged 873
		SP:Iteration 8Q (1046.230000 sec): 3 clusters
  Score: Raw -2834540.188472 + Penalty 3351.156256 = -2831189.032216
  nChanged 784
		SP:Iteration 9Q (1046.310000 sec): 3 clusters
  Score: Raw -2834787.653402 + Penalty 3351.156256 = -2831436.497146
  nChanged 661
		SP:Iteration 10Q (1046.390000 sec): 3 clusters
  Score: Raw -2834989.697251 + Penalty 3351.156256 = -2831638.540994
  nChanged 625
		SP:Iteration 11Q (1046.480000 sec): 3 clusters
  Score: Raw -2835177.695371 + Penalty 3351.156256 = -2831826.539114
  nChanged 623
		SP:Iteration 12Q (1046.560000 sec): 3 clusters
  Score: Raw -2835373.194864 + Penalty 3351.156256 = -2832022.038607
  nChanged 575
		SP:Iteration 13Q (1046.650000 sec): 3 clusters
  Score: Raw -2835570.611309 + Penalty 3351.156256 = -2832219.455053
  nChanged 593
		SP:Iteration 14Q (1046.740000 sec): 3 clusters
  Score: Raw -2835799.712943 + Penalty 3351.156256 = -2832448.556687
  nChanged 594
		SP:Iteration 15Q (1046.820000 sec): 3 clusters
  Score: Raw -2836084.875590 + Penalty 3351.156256 = -2832733.719334
  nChanged 644
		SP:Iteration 16Q (1046.900000 sec): 3 clusters
  Score: Raw -2836452.492827 + Penalty 3351.156256 = -2833101.336570
  nChanged 659
		SP:Iteration 17Q (1046.980000 sec): 3 clusters
  Score: Raw -2836840.396880 + Penalty 3351.156256 = -2833489.240623
  nChanged 620
		SP:Iteration 18Q (1047.060000 sec): 3 clusters
  Score: Raw -2837204.123395 + Penalty 3351.156256 = -2833852.967139
  nChanged 584
		SP:Iteration 19Q (1047.140000 sec): 3 clusters
  Score: Raw -2837500.044912 + Penalty 3351.156256 = -2834148.888655
  nChanged 483
		SP:Iteration 20F (1047.220000 sec): 3 clusters
  Score: Raw -2837717.283877 + Penalty 3351.156256 = -2834366.127621
  nChanged 446
		SP:Iteration 21Q (1047.300000 sec): 3 clusters
  Score: Raw -2837896.762396 + Penalty 3351.156256 = -2834545.606140
  nChanged 368
		SP:Iteration 22Q (1047.370000 sec): 3 clusters
  Score: Raw -2838027.310240 + Penalty 3351.156256 = -2834676.153983
  nChanged 329
		SP:Iteration 23Q (1047.450000 sec): 3 clusters
  Score: Raw -2838126.946019 + Penalty 3351.156256 = -2834775.789763
  nChanged 272
		SP:Iteration 24Q (1047.520000 sec): 3 clusters
  Score: Raw -2838199.674603 + Penalty 3351.156256 = -2834848.518347
  nChanged 249
		SP:Iteration 25Q (1047.600000 sec): 3 clusters
  Score: Raw -2838269.104861 + Penalty 3351.156256 = -2834917.948605
  nChanged 235
		SP:Iteration 26Q (1047.670000 sec): 3 clusters
  Score: Raw -2838333.198942 + Penalty 3351.156256 = -2834982.042685
  nChanged 233
		SP:Iteration 27Q (1047.740000 sec): 3 clusters
  Score: Raw -2838400.144436 + Penalty 3351.156256 = -2835048.988180
  nChanged 219
		SP:Iteration 28Q (1047.820000 sec): 3 clusters
  Score: Raw -2838457.241936 + Penalty 3351.156256 = -2835106.085679
  nChanged 191
		SP:Iteration 29Q (1047.890000 sec): 3 clusters
  Score: Raw -2838503.098888 + Penalty 3351.156256 = -2835151.942631
  nChanged 159
		SP:Iteration 30Q (1047.960000 sec): 3 clusters
  Score: Raw -2838537.983085 + Penalty 3351.156256 = -2835186.826828
  nChanged 161
		SP:Iteration 31Q (1048.040000 sec): 3 clusters
  Score: Raw -2838574.563007 + Penalty 3351.156256 = -2835223.406751
  nChanged 155
		SP:Iteration 32Q (1048.110000 sec): 3 clusters
  Score: Raw -2838608.573513 + Penalty 3351.156256 = -2835257.417257
  nChanged 126
		SP:Iteration 33Q (1048.190000 sec): 3 clusters
  Score: Raw -2838636.643876 + Penalty 3351.156256 = -2835285.487620
  nChanged 133
		SP:Iteration 34Q (1048.260000 sec): 3 clusters
  Score: Raw -2838669.223256 + Penalty 3351.156256 = -2835318.067000
  nChanged 124
		SP:Iteration 35Q (1048.340000 sec): 3 clusters
  Score: Raw -2838697.354928 + Penalty 3351.156256 = -2835346.198672
  nChanged 113
		SP:Iteration 36Q (1048.410000 sec): 3 clusters
  Score: Raw -2838723.644927 + Penalty 3351.156256 = -2835372.488671
  nChanged 99
		SP:Iteration 37Q (1048.480000 sec): 3 clusters
  Score: Raw -2838745.134274 + Penalty 3351.156256 = -2835393.978018
  nChanged 88
		SP:Iteration 38Q (1048.550000 sec): 3 clusters
  Score: Raw -2838762.844357 + Penalty 3351.156256 = -2835411.688101
  nChanged 90
		SP:Iteration 39Q (1048.620000 sec): 3 clusters
  Score: Raw -2838778.374301 + Penalty 3351.156256 = -2835427.218045
  nChanged 74
		SP:Iteration 40F (1048.700000 sec): 3 clusters
  Score: Raw -2838789.083429 + Penalty 3351.156256 = -2835437.927172
  nChanged 58
		SP:Iteration 41Q (1048.770000 sec): 3 clusters
  Score: Raw -2838797.152831 + Penalty 3351.156256 = -2835445.996574
  nChanged 56
		SP:Iteration 42Q (1048.840000 sec): 3 clusters
  Score: Raw -2838804.929110 + Penalty 3351.156256 = -2835453.772854
  nChanged 46
		SP:Iteration 43Q (1048.910000 sec): 3 clusters
  Score: Raw -2838810.017562 + Penalty 3351.156256 = -2835458.861306
  nChanged 28
		SP:Iteration 44Q (1048.980000 sec): 3 clusters
  Score: Raw -2838813.145555 + Penalty 3351.156256 = -2835461.989299
  nChanged 23
		SP:Iteration 45Q (1049.050000 sec): 3 clusters
  Score: Raw -2838815.597507 + Penalty 3351.156256 = -2835464.441251
  nChanged 26
		SP:Iteration 46Q (1049.120000 sec): 3 clusters
  Score: Raw -2838818.767671 + Penalty 3351.156256 = -2835467.611415
  nChanged 27
		SP:Iteration 47Q (1049.180000 sec): 3 clusters
  Score: Raw -2838821.520251 + Penalty 3351.156256 = -2835470.363995
  nChanged 22
		SP:Iteration 48Q (1049.250000 sec): 3 clusters
  Score: Raw -2838823.654496 + Penalty 3351.156256 = -2835472.498240
  nChanged 28
		SP:Iteration 49Q (1049.320000 sec): 3 clusters
  Score: Raw -2838826.565518 + Penalty 3351.156256 = -2835475.409262
  nChanged 29
		SP:Iteration 50Q (1049.390000 sec): 3 clusters
  Score: Raw -2838830.343402 + Penalty 3351.156256 = -2835479.187145
  nChanged 32
		SP:Iteration 51Q (1049.460000 sec): 3 clusters
  Score: Raw -2838834.770101 + Penalty 3351.156256 = -2835483.613844
  nChanged 35
		SP:Iteration 52Q (1049.530000 sec): 3 clusters
  Score: Raw -2838839.183403 + Penalty 3351.156256 = -2835488.027146
  nChanged 32
		SP:Iteration 53Q (1049.600000 sec): 3 clusters
  Score: Raw -2838842.982823 + Penalty 3351.156256 = -2835491.826567
  nChanged 33
		SP:Iteration 54Q (1049.670000 sec): 3 clusters
  Score: Raw -2838847.034945 + Penalty 3351.156256 = -2835495.878689
  nChanged 28
		SP:Iteration 55Q (1049.740000 sec): 3 clusters
  Score: Raw -2838850.028987 + Penalty 3351.156256 = -2835498.872731
  nChanged 17
		SP:Iteration 56Q (1049.810000 sec): 3 clusters
  Score: Raw -2838852.068541 + Penalty 3351.156256 = -2835500.912284
  nChanged 17
		SP:Iteration 57Q (1049.880000 sec): 3 clusters
  Score: Raw -2838853.755053 + Penalty 3351.156256 = -2835502.598796
  nChanged 20
		SP:Iteration 58Q (1049.950000 sec): 3 clusters
  Score: Raw -2838855.996809 + Penalty 3351.156256 = -2835504.840552
  nChanged 20
		SP:Iteration 59Q (1050.020000 sec): 3 clusters
  Score: Raw -2838857.981053 + Penalty 3351.156256 = -2835506.824797
  nChanged 11
		SP:Iteration 60F (1050.100000 sec): 3 clusters
  Score: Raw -2838858.702169 + Penalty 3351.156256 = -2835507.545913
  nChanged 4
		SP:Iteration 61Q (1050.180000 sec): 3 clusters
  Score: Raw -2838859.046605 + Penalty 3351.156256 = -2835507.890348
  nChanged 5
		SP:Iteration 62Q (1050.250000 sec): 3 clusters
  Score: Raw -2838859.538016 + Penalty 3351.156256 = -2835508.381759
  nChanged 7
		SP:Iteration 63Q (1050.330000 sec): 3 clusters
  Score: Raw -2838860.246685 + Penalty 3351.156256 = -2835509.090428
  nChanged 10
		SP:Iteration 64Q (1050.400000 sec): 3 clusters
  Score: Raw -2838861.058867 + Penalty 3351.156256 = -2835509.902610
  nChanged 8
		SP:Iteration 65Q (1050.470000 sec): 3 clusters
  Score: Raw -2838861.688949 + Penalty 3351.156256 = -2835510.532693
  nChanged 10
		SP:Iteration 66Q (1050.540000 sec): 3 clusters
  Score: Raw -2838862.524246 + Penalty 3351.156256 = -2835511.367990
  nChanged 8
		SP:Iteration 67Q (1050.620000 sec): 3 clusters
  Score: Raw -2838863.125534 + Penalty 3351.156256 = -2835511.969278
  nChanged 10
		SP:Iteration 68Q (1050.690000 sec): 3 clusters
  Score: Raw -2838864.044343 + Penalty 3351.156256 = -2835512.888087
  nChanged 13
		SP:Iteration 69Q (1050.770000 sec): 3 clusters
  Score: Raw -2838865.668427 + Penalty 3351.156256 = -2835514.512171
  nChanged 13
		SP:Iteration 70Q (1050.830000 sec): 3 clusters
  Score: Raw -2838866.802391 + Penalty 3351.156256 = -2835515.646135
  nChanged 15
		SP:Iteration 71Q (1050.910000 sec): 3 clusters
  Score: Raw -2838868.588641 + Penalty 3351.156256 = -2835517.432385
  nChanged 14
		SP:Iteration 72Q (1050.970000 sec): 3 clusters
  Score: Raw -2838870.437459 + Penalty 3351.156256 = -2835519.281203
  nChanged 16
		SP:Iteration 73Q (1051.040000 sec): 3 clusters
  Score: Raw -2838872.515618 + Penalty 3351.156256 = -2835521.359362
  nChanged 16
		SP:Iteration 74Q (1051.110000 sec): 3 clusters
  Score: Raw -2838874.929173 + Penalty 3351.156256 = -2835523.772916
  nChanged 21
		SP:Iteration 75Q (1051.180000 sec): 3 clusters
  Score: Raw -2838877.623678 + Penalty 3351.156256 = -2835526.467422
  nChanged 21
		SP:Iteration 76Q (1051.250000 sec): 3 clusters
  Score: Raw -2838880.583191 + Penalty 3351.156256 = -2835529.426935
  nChanged 19
		SP:Iteration 77Q (1051.320000 sec): 3 clusters
  Score: Raw -2838882.530262 + Penalty 3351.156256 = -2835531.374005
  nChanged 11
		SP:Iteration 78Q (1051.390000 sec): 3 clusters
  Score: Raw -2838883.379467 + Penalty 3351.156256 = -2835532.223211
  nChanged 8
		SP:Iteration 79Q (1051.460000 sec): 3 clusters
  Score: Raw -2838884.241194 + Penalty 3351.156256 = -2835533.084938
  nChanged 11
		SP:Iteration 80F (1051.540000 sec): 3 clusters
  Score: Raw -2838885.061780 + Penalty 3351.156256 = -2835533.905524
  nChanged 10
		SP:Iteration 81Q (1051.610000 sec): 3 clusters
  Score: Raw -2838885.940937 + Penalty 3351.156256 = -2835534.784680
  nChanged 12
		SP:Iteration 82Q (1051.680000 sec): 3 clusters
  Score: Raw -2838887.095712 + Penalty 3351.156256 = -2835535.939455
  nChanged 3
		SP:Iteration 83Q (1051.750000 sec): 3 clusters
  Score: Raw -2838887.311506 + Penalty 3351.156256 = -2835536.155250
  nChanged 5
		SP:Iteration 84Q (1051.820000 sec): 3 clusters
  Score: Raw -2838887.732873 + Penalty 3351.156256 = -2835536.576617
  nChanged 4
		SP:Iteration 85Q (1051.890000 sec): 3 clusters
  Score: Raw -2838888.049177 + Penalty 3351.156256 = -2835536.892921
  nChanged 2
		SP:Iteration 86Q (1051.960000 sec): 3 clusters
  Score: Raw -2838888.224122 + Penalty 3351.156256 = -2835537.067866
  nChanged 3
		SP:Iteration 87Q (1052.030000 sec): 3 clusters
  Score: Raw -2838888.663373 + Penalty 3351.156256 = -2835537.507117
  nChanged 4
		SP:Iteration 88Q (1052.090000 sec): 3 clusters
  Score: Raw -2838888.934482 + Penalty 3351.156256 = -2835537.778226
  nChanged 6
		SP:Iteration 89Q (1052.160000 sec): 3 clusters
  Score: Raw -2838889.364642 + Penalty 3351.156256 = -2835538.208385
  nChanged 3
		SP:Iteration 90Q (1052.230000 sec): 3 clusters
  Score: Raw -2838889.691068 + Penalty 3351.156256 = -2835538.534811
  nChanged 8
		SP:Iteration 91Q (1052.300000 sec): 3 clusters
  Score: Raw -2838890.308533 + Penalty 3351.156256 = -2835539.152277
  nChanged 7
		SP:Iteration 92Q (1052.360000 sec): 3 clusters
  Score: Raw -2838890.955910 + Penalty 3351.156256 = -2835539.799653
  nChanged 10
		SP:Iteration 93Q (1052.430000 sec): 3 clusters
  Score: Raw -2838892.419574 + Penalty 3351.156256 = -2835541.263317
  nChanged 14
		SP:Iteration 94Q (1052.500000 sec): 3 clusters
  Score: Raw -2838893.725759 + Penalty 3351.156256 = -2835542.569503
  nChanged 9
		SP:Iteration 95Q (1052.570000 sec): 3 clusters
  Score: Raw -2838894.401528 + Penalty 3351.156256 = -2835543.245272
  nChanged 7
		SP:Iteration 96Q (1052.630000 sec): 3 clusters
  Score: Raw -2838894.752776 + Penalty 3351.156256 = -2835543.596519
  nChanged 4
		SP:Iteration 97Q (1052.700000 sec): 3 clusters
  Score: Raw -2838895.032479 + Penalty 3351.156256 = -2835543.876223
  nChanged 6
		SP:Iteration 98Q (1052.770000 sec): 3 clusters
  Score: Raw -2838895.417096 + Penalty 3351.156256 = -2835544.260839
  nChanged 6
		SP:Iteration 99Q (1052.830000 sec): 3 clusters
  Score: Raw -2838895.842136 + Penalty 3351.156256 = -2835544.685880
  nChanged 3
		SP:Iteration 100F (1052.920000 sec): 3 clusters
  Score: Raw -2838896.070555 + Penalty 3351.156256 = -2835544.914299
  nChanged 2
		SP:Iteration 101Q (1052.990000 sec): 3 clusters
  Score: Raw -2838896.274081 + Penalty 3351.156256 = -2835545.117825
  nChanged 3
		SP:Iteration 102Q (1053.050000 sec): 3 clusters
  Score: Raw -2838896.593100 + Penalty 3351.156256 = -2835545.436844
  nChanged 3
		SP:Iteration 103Q (1053.130000 sec): 3 clusters
  Score: Raw -2838896.884980 + Penalty 3351.156256 = -2835545.728724
  nChanged 3
		SP:Iteration 104Q (1053.190000 sec): 3 clusters
  Score: Raw -2838897.183434 + Penalty 3351.156256 = -2835546.027178
  nChanged 3
		SP:Iteration 105Q (1053.260000 sec): 3 clusters
  Score: Raw -2838897.447073 + Penalty 3351.156256 = -2835546.290816
  nChanged 5
		SP:Iteration 106Q (1053.330000 sec): 3 clusters
  Score: Raw -2838898.197701 + Penalty 3351.156256 = -2835547.041445
  nChanged 10
		SP:Iteration 107Q (1053.390000 sec): 3 clusters
  Score: Raw -2838899.427279 + Penalty 3351.156256 = -2835548.271023
  nChanged 9
		SP:Iteration 108Q (1053.460000 sec): 3 clusters
  Score: Raw -2838900.662085 + Penalty 3351.156256 = -2835549.505829
  nChanged 12
		SP:Iteration 109Q (1053.530000 sec): 3 clusters
  Score: Raw -2838902.436916 + Penalty 3351.156256 = -2835551.280660
  nChanged 17
		SP:Iteration 110Q (1053.600000 sec): 3 clusters
  Score: Raw -2838904.787526 + Penalty 3351.156256 = -2835553.631269
  nChanged 17
		SP:Iteration 111Q (1053.670000 sec): 3 clusters
  Score: Raw -2838906.953447 + Penalty 3351.156256 = -2835555.797191
  nChanged 16
		SP:Iteration 112Q (1053.730000 sec): 3 clusters
  Score: Raw -2838908.525828 + Penalty 3351.156256 = -2835557.369572
  nChanged 12
		SP:Iteration 113Q (1053.800000 sec): 3 clusters
  Score: Raw -2838909.754283 + Penalty 3351.156256 = -2835558.598026
  nChanged 11
		SP:Iteration 114Q (1053.870000 sec): 3 clusters
  Score: Raw -2838910.707920 + Penalty 3351.156256 = -2835559.551664
  nChanged 9
		SP:Iteration 115Q (1053.930000 sec): 3 clusters
  Score: Raw -2838911.464453 + Penalty 3351.156256 = -2835560.308196
  nChanged 9
		SP:Iteration 116Q (1054.000000 sec): 3 clusters
  Score: Raw -2838912.359224 + Penalty 3351.156256 = -2835561.202968
  nChanged 9
		SP:Iteration 117Q (1054.070000 sec): 3 clusters
  Score: Raw -2838913.455920 + Penalty 3351.156256 = -2835562.299664
  nChanged 8
		SP:Iteration 118Q (1054.140000 sec): 3 clusters
  Score: Raw -2838914.613304 + Penalty 3351.156256 = -2835563.457048
  nChanged 8
		SP:Iteration 119Q (1054.210000 sec): 3 clusters
  Score: Raw -2838915.730646 + Penalty 3351.156256 = -2835564.574389
  nChanged 10
		SP:Iteration 120F (1054.290000 sec): 3 clusters
  Score: Raw -2838917.250877 + Penalty 3351.156256 = -2835566.094621
  nChanged 7
		SP:Iteration 121Q (1054.370000 sec): 3 clusters
  Score: Raw -2838918.013233 + Penalty 3351.156256 = -2835566.856976
  nChanged 10
		SP:Iteration 122Q (1054.440000 sec): 3 clusters
  Score: Raw -2838919.001087 + Penalty 3351.156256 = -2835567.844831
  nChanged 12
		SP:Iteration 123Q (1054.510000 sec): 3 clusters
  Score: Raw -2838920.508324 + Penalty 3351.156256 = -2835569.352068
  nChanged 13
		SP:Iteration 124Q (1054.570000 sec): 3 clusters
  Score: Raw -2838922.578029 + Penalty 3351.156256 = -2835571.421773
  nChanged 11
		SP:Iteration 125Q (1054.640000 sec): 3 clusters
  Score: Raw -2838924.024211 + Penalty 3351.156256 = -2835572.867955
  nChanged 14
		SP:Iteration 126Q (1054.710000 sec): 3 clusters
  Score: Raw -2838926.104793 + Penalty 3351.156256 = -2835574.948536
  nChanged 7
		SP:Iteration 127Q (1054.780000 sec): 3 clusters
  Score: Raw -2838927.503947 + Penalty 3351.156256 = -2835576.347690
  nChanged 13
		SP:Iteration 128Q (1054.850000 sec): 3 clusters
  Score: Raw -2838929.465619 + Penalty 3351.156256 = -2835578.309362
  nChanged 18
		SP:Iteration 129Q (1054.920000 sec): 3 clusters
  Score: Raw -2838931.423333 + Penalty 3351.156256 = -2835580.267076
  nChanged 13
		SP:Iteration 130Q (1054.990000 sec): 3 clusters
  Score: Raw -2838933.804103 + Penalty 3351.156256 = -2835582.647846
  nChanged 14
		SP:Iteration 131Q (1055.050000 sec): 3 clusters
  Score: Raw -2838935.160023 + Penalty 3351.156256 = -2835584.003767
  nChanged 10
		SP:Iteration 132Q (1055.120000 sec): 3 clusters
  Score: Raw -2838936.952011 + Penalty 3351.156256 = -2835585.795755
  nChanged 7
		SP:Iteration 133Q (1055.190000 sec): 3 clusters
  Score: Raw -2838938.176593 + Penalty 3351.156256 = -2835587.020336
  nChanged 10
		SP:Iteration 134Q (1055.260000 sec): 3 clusters
  Score: Raw -2838939.839166 + Penalty 3351.156256 = -2835588.682909
  nChanged 11
		SP:Iteration 135Q (1055.330000 sec): 3 clusters
  Score: Raw -2838941.791799 + Penalty 3351.156256 = -2835590.635542
  nChanged 15
		SP:Iteration 136Q (1055.400000 sec): 3 clusters
  Score: Raw -2838944.103637 + Penalty 3351.156256 = -2835592.947381
  nChanged 13
		SP:Iteration 137Q (1055.470000 sec): 3 clusters
  Score: Raw -2838945.926520 + Penalty 3351.156256 = -2835594.770264
  nChanged 11
		SP:Iteration 138Q (1055.530000 sec): 3 clusters
  Score: Raw -2838947.487904 + Penalty 3351.156256 = -2835596.331648
  nChanged 11
		SP:Iteration 139Q (1055.600000 sec): 3 clusters
  Score: Raw -2838948.612884 + Penalty 3351.156256 = -2835597.456628
  nChanged 13
		SP:Iteration 140F (1055.680000 sec): 3 clusters
  Score: Raw -2838949.932721 + Penalty 3351.156256 = -2835598.776465
  nChanged 16
		SP:Iteration 141Q (1055.750000 sec): 3 clusters
  Score: Raw -2838952.015824 + Penalty 3351.156256 = -2835600.859568
  nChanged 16
		SP:Iteration 142Q (1055.830000 sec): 3 clusters
  Score: Raw -2838953.193487 + Penalty 3351.156256 = -2835602.037231
  nChanged 6
		SP:Iteration 143Q (1055.890000 sec): 3 clusters
  Score: Raw -2838953.825553 + Penalty 3351.156256 = -2835602.669296
  nChanged 9
		SP:Iteration 144Q (1055.960000 sec): 3 clusters
  Score: Raw -2838955.072763 + Penalty 3351.156256 = -2835603.916506
  nChanged 9
		SP:Iteration 145Q (1056.030000 sec): 3 clusters
  Score: Raw -2838956.411825 + Penalty 3351.156256 = -2835605.255568
  nChanged 12
		SP:Iteration 146Q (1056.090000 sec): 3 clusters
  Score: Raw -2838957.669979 + Penalty 3351.156256 = -2835606.513723
  nChanged 12
		SP:Iteration 147Q (1056.160000 sec): 3 clusters
  Score: Raw -2838958.602135 + Penalty 3351.156256 = -2835607.445879
  nChanged 10
		SP:Iteration 148Q (1056.230000 sec): 3 clusters
  Score: Raw -2838959.547151 + Penalty 3351.156256 = -2835608.390895
  nChanged 7
		SP:Iteration 149Q (1056.300000 sec): 3 clusters
  Score: Raw -2838960.483632 + Penalty 3351.156256 = -2835609.327376
  nChanged 8
		SP:Iteration 150Q (1056.370000 sec): 3 clusters
  Score: Raw -2838961.362034 + Penalty 3351.156256 = -2835610.205778
  nChanged 3
		SP:Iteration 151Q (1056.440000 sec): 3 clusters
  Score: Raw -2838961.534176 + Penalty 3351.156256 = -2835610.377920
  nChanged 1
		SP:Iteration 152Q (1056.510000 sec): 3 clusters
  Score: Raw -2838961.645690 + Penalty 3351.156256 = -2835610.489433
  nChanged 1
		SP:Iteration 153Q (1056.570000 sec): 3 clusters
  Score: Raw -2838961.711592 + Penalty 3351.156256 = -2835610.555335
  nChanged 0
		SP:Iteration 154F (1056.650000 sec): 3 clusters
  Score: Raw -2838961.711592 + Penalty 3351.156256 = -2835610.555335
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 9 (21179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1056.720000 sec): 2 clusters
  Score: Raw -2141751.605873 + Penalty 1618.624378 = -2140132.981495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1056.780000 sec): 3 clusters
  Score: Raw -2128994.854176 + Penalty 3237.248756 = -2125757.605419
  nChanged 9535
		SP:Iteration 1F (1056.840000 sec): 3 clusters
  Score: Raw -2134622.116284 + Penalty 3237.248756 = -2131384.867528
  nChanged 1606
		SP:Iteration 2F (1056.900000 sec): 3 clusters
  Score: Raw -2135836.941014 + Penalty 3237.248756 = -2132599.692258
  nChanged 1971
		SP:Iteration 3F (1056.960000 sec): 3 clusters
  Score: Raw -2137817.658321 + Penalty 3237.248756 = -2134580.409564
  nChanged 2183
		SP:Iteration 4F (1057.020000 sec): 3 clusters
  Score: Raw -2139942.673513 + Penalty 3237.248756 = -2136705.424757
  nChanged 1725
		SP:Iteration 5F (1057.070000 sec): 3 clusters
  Score: Raw -2141195.922209 + Penalty 3237.248756 = -2137958.673453
  nChanged 1072
		SP:Iteration 6F (1057.130000 sec): 3 clusters
  Score: Raw -2141707.448982 + Penalty 3237.248756 = -2138470.200226
  nChanged 617
		SP:Iteration 7Q (1057.190000 sec): 3 clusters
  Score: Raw -2141939.762113 + Penalty 3237.248756 = -2138702.513356
  nChanged 421
		SP:Iteration 8Q (1057.250000 sec): 3 clusters
  Score: Raw -2142066.381210 + Penalty 3237.248756 = -2138829.132454
  nChanged 300
		SP:Iteration 9Q (1057.310000 sec): 3 clusters
  Score: Raw -2142147.800052 + Penalty 3237.248756 = -2138910.551296
  nChanged 236
		SP:Iteration 10Q (1057.360000 sec): 3 clusters
  Score: Raw -2142202.900246 + Penalty 3237.248756 = -2138965.651490
  nChanged 201
		SP:Iteration 11Q (1057.420000 sec): 3 clusters
  Score: Raw -2142248.659023 + Penalty 3237.248756 = -2139011.410267
  nChanged 201
		SP:Iteration 12Q (1057.480000 sec): 3 clusters
  Score: Raw -2142292.664544 + Penalty 3237.248756 = -2139055.415788
  nChanged 193
		SP:Iteration 13Q (1057.530000 sec): 3 clusters
  Score: Raw -2142330.285312 + Penalty 3237.248756 = -2139093.036555
  nChanged 163
		SP:Iteration 14Q (1057.590000 sec): 3 clusters
  Score: Raw -2142360.779722 + Penalty 3237.248756 = -2139123.530966
  nChanged 140
		SP:Iteration 15Q (1057.650000 sec): 3 clusters
  Score: Raw -2142388.978324 + Penalty 3237.248756 = -2139151.729568
  nChanged 113
		SP:Iteration 16Q (1057.710000 sec): 3 clusters
  Score: Raw -2142408.022832 + Penalty 3237.248756 = -2139170.774076
  nChanged 101
		SP:Iteration 17Q (1057.770000 sec): 3 clusters
  Score: Raw -2142423.817571 + Penalty 3237.248756 = -2139186.568815
  nChanged 80
		SP:Iteration 18Q (1057.830000 sec): 3 clusters
  Score: Raw -2142436.171288 + Penalty 3237.248756 = -2139198.922531
  nChanged 71
		SP:Iteration 19Q (1057.880000 sec): 3 clusters
  Score: Raw -2142446.244697 + Penalty 3237.248756 = -2139208.995941
  nChanged 61
		SP:Iteration 20F (1057.940000 sec): 3 clusters
  Score: Raw -2142455.593186 + Penalty 3237.248756 = -2139218.344430
  nChanged 60
		SP:Iteration 21Q (1058.000000 sec): 3 clusters
  Score: Raw -2142464.492950 + Penalty 3237.248756 = -2139227.244194
  nChanged 50
		SP:Iteration 22Q (1058.060000 sec): 3 clusters
  Score: Raw -2142472.620990 + Penalty 3237.248756 = -2139235.372233
  nChanged 47
		SP:Iteration 23Q (1058.110000 sec): 3 clusters
  Score: Raw -2142480.969597 + Penalty 3237.248756 = -2139243.720841
  nChanged 52
		SP:Iteration 24Q (1058.170000 sec): 3 clusters
  Score: Raw -2142489.963230 + Penalty 3237.248756 = -2139252.714474
  nChanged 55
		SP:Iteration 25Q (1058.230000 sec): 3 clusters
  Score: Raw -2142499.033042 + Penalty 3237.248756 = -2139261.784286
  nChanged 46
		SP:Iteration 26Q (1058.290000 sec): 3 clusters
  Score: Raw -2142505.619005 + Penalty 3237.248756 = -2139268.370249
  nChanged 47
		SP:Iteration 27Q (1058.350000 sec): 3 clusters
  Score: Raw -2142512.883192 + Penalty 3237.248756 = -2139275.634436
  nChanged 47
		SP:Iteration 28Q (1058.410000 sec): 3 clusters
  Score: Raw -2142520.520990 + Penalty 3237.248756 = -2139283.272234
  nChanged 42
		SP:Iteration 29Q (1058.460000 sec): 3 clusters
  Score: Raw -2142526.529515 + Penalty 3237.248756 = -2139289.280759
  nChanged 29
		SP:Iteration 30Q (1058.520000 sec): 3 clusters
  Score: Raw -2142530.324985 + Penalty 3237.248756 = -2139293.076229
  nChanged 26
		SP:Iteration 31Q (1058.580000 sec): 3 clusters
  Score: Raw -2142534.267156 + Penalty 3237.248756 = -2139297.018400
  nChanged 30
		SP:Iteration 32Q (1058.630000 sec): 3 clusters
  Score: Raw -2142537.971458 + Penalty 3237.248756 = -2139300.722702
  nChanged 26
		SP:Iteration 33Q (1058.690000 sec): 3 clusters
  Score: Raw -2142541.447502 + Penalty 3237.248756 = -2139304.198746
  nChanged 31
		SP:Iteration 34Q (1058.750000 sec): 3 clusters
  Score: Raw -2142545.841525 + Penalty 3237.248756 = -2139308.592769
  nChanged 23
		SP:Iteration 35Q (1058.810000 sec): 3 clusters
  Score: Raw -2142549.613291 + Penalty 3237.248756 = -2139312.364535
  nChanged 26
		SP:Iteration 36Q (1058.860000 sec): 3 clusters
  Score: Raw -2142553.727683 + Penalty 3237.248756 = -2139316.478927
  nChanged 31
		SP:Iteration 37Q (1058.920000 sec): 3 clusters
  Score: Raw -2142556.776097 + Penalty 3237.248756 = -2139319.527341
  nChanged 18
		SP:Iteration 38Q (1058.970000 sec): 3 clusters
  Score: Raw -2142558.469535 + Penalty 3237.248756 = -2139321.220779
  nChanged 15
		SP:Iteration 39Q (1059.030000 sec): 3 clusters
  Score: Raw -2142560.096466 + Penalty 3237.248756 = -2139322.847709
  nChanged 18
		SP:Iteration 40F (1059.090000 sec): 3 clusters
  Score: Raw -2142562.292403 + Penalty 3237.248756 = -2139325.043647
  nChanged 20
		SP:Iteration 41Q (1059.150000 sec): 3 clusters
  Score: Raw -2142564.882596 + Penalty 3237.248756 = -2139327.633839
  nChanged 25
		SP:Iteration 42Q (1059.210000 sec): 3 clusters
  Score: Raw -2142567.395211 + Penalty 3237.248756 = -2139330.146455
  nChanged 14
		SP:Iteration 43Q (1059.260000 sec): 3 clusters
  Score: Raw -2142568.588205 + Penalty 3237.248756 = -2139331.339449
  nChanged 10
		SP:Iteration 44Q (1059.320000 sec): 3 clusters
  Score: Raw -2142569.531510 + Penalty 3237.248756 = -2139332.282754
  nChanged 10
		SP:Iteration 45Q (1059.380000 sec): 3 clusters
  Score: Raw -2142571.652480 + Penalty 3237.248756 = -2139334.403724
  nChanged 16
		SP:Iteration 46Q (1059.440000 sec): 3 clusters
  Score: Raw -2142576.061407 + Penalty 3237.248756 = -2139338.812650
  nChanged 21
		SP:Iteration 47Q (1059.500000 sec): 3 clusters
  Score: Raw -2142581.004843 + Penalty 3237.248756 = -2139343.756087
  nChanged 20
		SP:Iteration 48Q (1059.560000 sec): 3 clusters
  Score: Raw -2142583.472552 + Penalty 3237.248756 = -2139346.223795
  nChanged 16
		SP:Iteration 49Q (1059.620000 sec): 3 clusters
  Score: Raw -2142585.792223 + Penalty 3237.248756 = -2139348.543466
  nChanged 14
		SP:Iteration 50Q (1059.680000 sec): 3 clusters
  Score: Raw -2142588.139473 + Penalty 3237.248756 = -2139350.890717
  nChanged 22
		SP:Iteration 51Q (1059.740000 sec): 3 clusters
  Score: Raw -2142591.503791 + Penalty 3237.248756 = -2139354.255035
  nChanged 18
		SP:Iteration 52Q (1059.790000 sec): 3 clusters
  Score: Raw -2142593.697945 + Penalty 3237.248756 = -2139356.449188
  nChanged 17
		SP:Iteration 53Q (1059.850000 sec): 3 clusters
  Score: Raw -2142596.003638 + Penalty 3237.248756 = -2139358.754882
  nChanged 12
		SP:Iteration 54Q (1059.910000 sec): 3 clusters
  Score: Raw -2142598.559774 + Penalty 3237.248756 = -2139361.311018
  nChanged 19
		SP:Iteration 55Q (1059.960000 sec): 3 clusters
  Score: Raw -2142602.312565 + Penalty 3237.248756 = -2139365.063809
  nChanged 20
		SP:Iteration 56Q (1060.020000 sec): 3 clusters
  Score: Raw -2142606.453739 + Penalty 3237.248756 = -2139369.204983
  nChanged 25
		SP:Iteration 57Q (1060.080000 sec): 3 clusters
  Score: Raw -2142611.496479 + Penalty 3237.248756 = -2139374.247723
  nChanged 26
		SP:Iteration 58Q (1060.130000 sec): 3 clusters
  Score: Raw -2142615.979593 + Penalty 3237.248756 = -2139378.730837
  nChanged 24
		SP:Iteration 59Q (1060.190000 sec): 3 clusters
  Score: Raw -2142620.979625 + Penalty 3237.248756 = -2139383.730869
  nChanged 29
		SP:Iteration 60F (1060.250000 sec): 3 clusters
  Score: Raw -2142626.891408 + Penalty 3237.248756 = -2139389.642652
  nChanged 36
		SP:Iteration 61Q (1060.310000 sec): 3 clusters
  Score: Raw -2142634.316738 + Penalty 3237.248756 = -2139397.067982
  nChanged 32
		SP:Iteration 62Q (1060.370000 sec): 3 clusters
  Score: Raw -2142641.516910 + Penalty 3237.248756 = -2139404.268154
  nChanged 30
		SP:Iteration 63Q (1060.420000 sec): 3 clusters
  Score: Raw -2142648.865774 + Penalty 3237.248756 = -2139411.617017
  nChanged 28
		SP:Iteration 64Q (1060.480000 sec): 3 clusters
  Score: Raw -2142659.040414 + Penalty 3237.248756 = -2139421.791658
  nChanged 42
		SP:Iteration 65Q (1060.530000 sec): 3 clusters
  Score: Raw -2142668.600320 + Penalty 3237.248756 = -2139431.351564
  nChanged 29
		SP:Iteration 66Q (1060.590000 sec): 3 clusters
  Score: Raw -2142674.904598 + Penalty 3237.248756 = -2139437.655842
  nChanged 26
		SP:Iteration 67Q (1060.650000 sec): 3 clusters
  Score: Raw -2142678.977975 + Penalty 3237.248756 = -2139441.729219
  nChanged 18
		SP:Iteration 68Q (1060.700000 sec): 3 clusters
  Score: Raw -2142681.423725 + Penalty 3237.248756 = -2139444.174969
  nChanged 14
		SP:Iteration 69Q (1060.750000 sec): 3 clusters
  Score: Raw -2142683.661348 + Penalty 3237.248756 = -2139446.412592
  nChanged 15
		SP:Iteration 70Q (1060.810000 sec): 3 clusters
  Score: Raw -2142686.335695 + Penalty 3237.248756 = -2139449.086939
  nChanged 13
		SP:Iteration 71Q (1060.860000 sec): 3 clusters
  Score: Raw -2142687.771751 + Penalty 3237.248756 = -2139450.522995
  nChanged 12
		SP:Iteration 72Q (1060.920000 sec): 3 clusters
  Score: Raw -2142688.764317 + Penalty 3237.248756 = -2139451.515560
  nChanged 5
		SP:Iteration 73Q (1060.970000 sec): 3 clusters
  Score: Raw -2142689.241612 + Penalty 3237.248756 = -2139451.992856
  nChanged 3
		SP:Iteration 74Q (1061.030000 sec): 3 clusters
  Score: Raw -2142689.579968 + Penalty 3237.248756 = -2139452.331212
  nChanged 4
		SP:Iteration 75Q (1061.080000 sec): 3 clusters
  Score: Raw -2142689.920106 + Penalty 3237.248756 = -2139452.671350
  nChanged 1
		SP:Iteration 76Q (1061.140000 sec): 3 clusters
  Score: Raw -2142689.970544 + Penalty 3237.248756 = -2139452.721788
  nChanged 0
		SP:Iteration 77F (1061.190000 sec): 3 clusters
  Score: Raw -2142689.970544 + Penalty 3237.248756 = -2139452.721788
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 10 (18089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1061.250000 sec): 2 clusters
  Score: Raw -1677872.900582 + Penalty 1592.997136 = -1676279.903446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1061.300000 sec): 3 clusters
  Score: Raw -1667262.833566 + Penalty 3185.994272 = -1664076.839294
  nChanged 8101
		SP:Iteration 1F (1061.350000 sec): 3 clusters
  Score: Raw -1672972.615352 + Penalty 3185.994272 = -1669786.621080
  nChanged 1469
		SP:Iteration 2F (1061.400000 sec): 3 clusters
  Score: Raw -1674262.829401 + Penalty 3185.994272 = -1671076.835129
  nChanged 1438
		SP:Iteration 3F (1061.450000 sec): 3 clusters
  Score: Raw -1675403.427274 + Penalty 3185.994272 = -1672217.433002
  nChanged 1338
		SP:Iteration 4F (1061.500000 sec): 3 clusters
  Score: Raw -1676546.533225 + Penalty 3185.994272 = -1673360.538953
  nChanged 1278
		SP:Iteration 5F (1061.540000 sec): 3 clusters
  Score: Raw -1677697.346682 + Penalty 3185.994272 = -1674511.352410
  nChanged 1146
		SP:Iteration 6F (1061.590000 sec): 3 clusters
  Score: Raw -1678513.892485 + Penalty 3185.994272 = -1675327.898213
  nChanged 889
		SP:Iteration 7Q (1061.640000 sec): 3 clusters
  Score: Raw -1679016.661514 + Penalty 3185.994272 = -1675830.667242
  nChanged 612
		SP:Iteration 8Q (1061.690000 sec): 3 clusters
  Score: Raw -1679310.965333 + Penalty 3185.994272 = -1676124.971061
  nChanged 460
		SP:Iteration 9Q (1061.740000 sec): 3 clusters
  Score: Raw -1679480.339967 + Penalty 3185.994272 = -1676294.345696
  nChanged 334
		SP:Iteration 10Q (1061.780000 sec): 3 clusters
  Score: Raw -1679577.652871 + Penalty 3185.994272 = -1676391.658600
  nChanged 252
		SP:Iteration 11Q (1061.830000 sec): 3 clusters
  Score: Raw -1679650.122162 + Penalty 3185.994272 = -1676464.127890
  nChanged 208
		SP:Iteration 12Q (1061.880000 sec): 3 clusters
  Score: Raw -1679702.905807 + Penalty 3185.994272 = -1676516.911536
  nChanged 175
		SP:Iteration 13Q (1061.920000 sec): 3 clusters
  Score: Raw -1679740.212562 + Penalty 3185.994272 = -1676554.218290
  nChanged 151
		SP:Iteration 14Q (1061.970000 sec): 3 clusters
  Score: Raw -1679770.646878 + Penalty 3185.994272 = -1676584.652606
  nChanged 129
		SP:Iteration 15Q (1062.020000 sec): 3 clusters
  Score: Raw -1679793.468658 + Penalty 3185.994272 = -1676607.474386
  nChanged 114
		SP:Iteration 16Q (1062.070000 sec): 3 clusters
  Score: Raw -1679811.504492 + Penalty 3185.994272 = -1676625.510220
  nChanged 96
		SP:Iteration 17Q (1062.120000 sec): 3 clusters
  Score: Raw -1679825.520114 + Penalty 3185.994272 = -1676639.525842
  nChanged 85
		SP:Iteration 18Q (1062.160000 sec): 3 clusters
  Score: Raw -1679841.504240 + Penalty 3185.994272 = -1676655.509968
  nChanged 102
		SP:Iteration 19Q (1062.210000 sec): 3 clusters
  Score: Raw -1679859.104583 + Penalty 3185.994272 = -1676673.110311
  nChanged 86
		SP:Iteration 20F (1062.260000 sec): 3 clusters
  Score: Raw -1679869.904264 + Penalty 3185.994272 = -1676683.909993
  nChanged 62
		SP:Iteration 21Q (1062.300000 sec): 3 clusters
  Score: Raw -1679878.523108 + Penalty 3185.994272 = -1676692.528837
  nChanged 71
		SP:Iteration 22Q (1062.350000 sec): 3 clusters
  Score: Raw -1679889.092977 + Penalty 3185.994272 = -1676703.098705
  nChanged 70
		SP:Iteration 23Q (1062.400000 sec): 3 clusters
  Score: Raw -1679902.136361 + Penalty 3185.994272 = -1676716.142090
  nChanged 71
		SP:Iteration 24Q (1062.440000 sec): 3 clusters
  Score: Raw -1679919.093780 + Penalty 3185.994272 = -1676733.099508
  nChanged 90
		SP:Iteration 25Q (1062.490000 sec): 3 clusters
  Score: Raw -1679935.572948 + Penalty 3185.994272 = -1676749.578676
  nChanged 79
		SP:Iteration 26Q (1062.540000 sec): 3 clusters
  Score: Raw -1679947.287510 + Penalty 3185.994272 = -1676761.293238
  nChanged 63
		SP:Iteration 27Q (1062.580000 sec): 3 clusters
  Score: Raw -1679955.737115 + Penalty 3185.994272 = -1676769.742843
  nChanged 55
		SP:Iteration 28Q (1062.630000 sec): 3 clusters
  Score: Raw -1679962.812498 + Penalty 3185.994272 = -1676776.818227
  nChanged 52
		SP:Iteration 29Q (1062.680000 sec): 3 clusters
  Score: Raw -1679970.343038 + Penalty 3185.994272 = -1676784.348767
  nChanged 56
		SP:Iteration 30Q (1062.730000 sec): 3 clusters
  Score: Raw -1679979.603568 + Penalty 3185.994272 = -1676793.609296
  nChanged 71
		SP:Iteration 31Q (1062.780000 sec): 3 clusters
  Score: Raw -1679991.173826 + Penalty 3185.994272 = -1676805.179554
  nChanged 64
		SP:Iteration 32Q (1062.820000 sec): 3 clusters
  Score: Raw -1680001.969619 + Penalty 3185.994272 = -1676815.975348
  nChanged 60
		SP:Iteration 33Q (1062.870000 sec): 3 clusters
  Score: Raw -1680013.213027 + Penalty 3185.994272 = -1676827.218755
  nChanged 66
		SP:Iteration 34Q (1062.920000 sec): 3 clusters
  Score: Raw -1680026.052129 + Penalty 3185.994272 = -1676840.057857
  nChanged 64
		SP:Iteration 35Q (1062.960000 sec): 3 clusters
  Score: Raw -1680038.485675 + Penalty 3185.994272 = -1676852.491403
  nChanged 75
		SP:Iteration 36Q (1063.010000 sec): 3 clusters
  Score: Raw -1680052.720595 + Penalty 3185.994272 = -1676866.726323
  nChanged 80
		SP:Iteration 37Q (1063.060000 sec): 3 clusters
  Score: Raw -1680071.548681 + Penalty 3185.994272 = -1676885.554409
  nChanged 85
		SP:Iteration 38Q (1063.100000 sec): 3 clusters
  Score: Raw -1680092.524743 + Penalty 3185.994272 = -1676906.530471
  nChanged 96
		SP:Iteration 39Q (1063.150000 sec): 3 clusters
  Score: Raw -1680114.617016 + Penalty 3185.994272 = -1676928.622744
  nChanged 113
		SP:Iteration 40F (1063.200000 sec): 3 clusters
  Score: Raw -1680141.208896 + Penalty 3185.994272 = -1676955.214625
  nChanged 121
		SP:Iteration 41Q (1063.240000 sec): 3 clusters
  Score: Raw -1680172.860902 + Penalty 3185.994272 = -1676986.866630
  nChanged 107
		SP:Iteration 42Q (1063.290000 sec): 3 clusters
  Score: Raw -1680203.010938 + Penalty 3185.994272 = -1677017.016666
  nChanged 130
		SP:Iteration 43Q (1063.340000 sec): 3 clusters
  Score: Raw -1680236.518936 + Penalty 3185.994272 = -1677050.524664
  nChanged 99
		SP:Iteration 44Q (1063.380000 sec): 3 clusters
  Score: Raw -1680262.334241 + Penalty 3185.994272 = -1677076.339969
  nChanged 98
		SP:Iteration 45Q (1063.430000 sec): 3 clusters
  Score: Raw -1680281.772666 + Penalty 3185.994272 = -1677095.778395
  nChanged 100
		SP:Iteration 46Q (1063.470000 sec): 3 clusters
  Score: Raw -1680299.606817 + Penalty 3185.994272 = -1677113.612545
  nChanged 100
		SP:Iteration 47Q (1063.520000 sec): 3 clusters
  Score: Raw -1680317.053501 + Penalty 3185.994272 = -1677131.059229
  nChanged 83
		SP:Iteration 48Q (1063.560000 sec): 3 clusters
  Score: Raw -1680334.226322 + Penalty 3185.994272 = -1677148.232051
  nChanged 79
		SP:Iteration 49Q (1063.610000 sec): 3 clusters
  Score: Raw -1680349.003746 + Penalty 3185.994272 = -1677163.009474
  nChanged 78
		SP:Iteration 50Q (1063.650000 sec): 3 clusters
  Score: Raw -1680360.975788 + Penalty 3185.994272 = -1677174.981516
  nChanged 56
		SP:Iteration 51Q (1063.700000 sec): 3 clusters
  Score: Raw -1680369.559419 + Penalty 3185.994272 = -1677183.565148
  nChanged 52
		SP:Iteration 52Q (1063.740000 sec): 3 clusters
  Score: Raw -1680376.643921 + Penalty 3185.994272 = -1677190.649649
  nChanged 55
		SP:Iteration 53Q (1063.780000 sec): 3 clusters
  Score: Raw -1680384.152878 + Penalty 3185.994272 = -1677198.158607
  nChanged 39
		SP:Iteration 54Q (1063.830000 sec): 3 clusters
  Score: Raw -1680389.576331 + Penalty 3185.994272 = -1677203.582059
  nChanged 38
		SP:Iteration 55Q (1063.880000 sec): 3 clusters
  Score: Raw -1680395.266503 + Penalty 3185.994272 = -1677209.272231
  nChanged 44
		SP:Iteration 56Q (1063.920000 sec): 3 clusters
  Score: Raw -1680400.818838 + Penalty 3185.994272 = -1677214.824567
  nChanged 37
		SP:Iteration 57Q (1063.970000 sec): 3 clusters
  Score: Raw -1680405.919309 + Penalty 3185.994272 = -1677219.925037
  nChanged 42
		SP:Iteration 58Q (1064.010000 sec): 3 clusters
  Score: Raw -1680411.700113 + Penalty 3185.994272 = -1677225.705841
  nChanged 43
		SP:Iteration 59Q (1064.060000 sec): 3 clusters
  Score: Raw -1680417.952961 + Penalty 3185.994272 = -1677231.958690
  nChanged 39
		SP:Iteration 60F (1064.110000 sec): 3 clusters
  Score: Raw -1680422.515981 + Penalty 3185.994272 = -1677236.521709
  nChanged 32
		SP:Iteration 61Q (1064.150000 sec): 3 clusters
  Score: Raw -1680426.067502 + Penalty 3185.994272 = -1677240.073230
  nChanged 30
		SP:Iteration 62Q (1064.200000 sec): 3 clusters
  Score: Raw -1680430.087763 + Penalty 3185.994272 = -1677244.093492
  nChanged 28
		SP:Iteration 63Q (1064.240000 sec): 3 clusters
  Score: Raw -1680434.414052 + Penalty 3185.994272 = -1677248.419780
  nChanged 24
		SP:Iteration 64Q (1064.290000 sec): 3 clusters
  Score: Raw -1680438.366569 + Penalty 3185.994272 = -1677252.372298
  nChanged 30
		SP:Iteration 65Q (1064.340000 sec): 3 clusters
  Score: Raw -1680443.371741 + Penalty 3185.994272 = -1677257.377470
  nChanged 30
		SP:Iteration 66Q (1064.380000 sec): 3 clusters
  Score: Raw -1680446.757045 + Penalty 3185.994272 = -1677260.762773
  nChanged 29
		SP:Iteration 67Q (1064.420000 sec): 3 clusters
  Score: Raw -1680450.008177 + Penalty 3185.994272 = -1677264.013905
  nChanged 28
		SP:Iteration 68Q (1064.470000 sec): 3 clusters
  Score: Raw -1680453.660092 + Penalty 3185.994272 = -1677267.665821
  nChanged 22
		SP:Iteration 69Q (1064.510000 sec): 3 clusters
  Score: Raw -1680455.964875 + Penalty 3185.994272 = -1677269.970603
  nChanged 23
		SP:Iteration 70Q (1064.560000 sec): 3 clusters
  Score: Raw -1680459.036742 + Penalty 3185.994272 = -1677273.042470
  nChanged 24
		SP:Iteration 71Q (1064.600000 sec): 3 clusters
  Score: Raw -1680462.309725 + Penalty 3185.994272 = -1677276.315453
  nChanged 30
		SP:Iteration 72Q (1064.650000 sec): 3 clusters
  Score: Raw -1680465.213377 + Penalty 3185.994272 = -1677279.219105
  nChanged 22
		SP:Iteration 73Q (1064.700000 sec): 3 clusters
  Score: Raw -1680467.797150 + Penalty 3185.994272 = -1677281.802878
  nChanged 13
		SP:Iteration 74Q (1064.750000 sec): 3 clusters
  Score: Raw -1680468.747577 + Penalty 3185.994272 = -1677282.753305
  nChanged 12
		SP:Iteration 75Q (1064.790000 sec): 3 clusters
  Score: Raw -1680469.524437 + Penalty 3185.994272 = -1677283.530165
  nChanged 10
		SP:Iteration 76Q (1064.840000 sec): 3 clusters
  Score: Raw -1680470.316380 + Penalty 3185.994272 = -1677284.322108
  nChanged 7
		SP:Iteration 77Q (1064.880000 sec): 3 clusters
  Score: Raw -1680470.966865 + Penalty 3185.994272 = -1677284.972593
  nChanged 6
		SP:Iteration 78Q (1064.930000 sec): 3 clusters
  Score: Raw -1680471.788128 + Penalty 3185.994272 = -1677285.793856
  nChanged 9
		SP:Iteration 79Q (1064.980000 sec): 3 clusters
  Score: Raw -1680472.684833 + Penalty 3185.994272 = -1677286.690561
  nChanged 9
		SP:Iteration 80F (1065.020000 sec): 3 clusters
  Score: Raw -1680473.650135 + Penalty 3185.994272 = -1677287.655864
  nChanged 14
		SP:Iteration 81Q (1065.070000 sec): 3 clusters
  Score: Raw -1680474.836110 + Penalty 3185.994272 = -1677288.841838
  nChanged 12
		SP:Iteration 82Q (1065.120000 sec): 3 clusters
  Score: Raw -1680475.869575 + Penalty 3185.994272 = -1677289.875303
  nChanged 13
		SP:Iteration 83Q (1065.160000 sec): 3 clusters
  Score: Raw -1680476.923461 + Penalty 3185.994272 = -1677290.929189
  nChanged 12
		SP:Iteration 84Q (1065.210000 sec): 3 clusters
  Score: Raw -1680477.818453 + Penalty 3185.994272 = -1677291.824181
  nChanged 11
		SP:Iteration 85Q (1065.260000 sec): 3 clusters
  Score: Raw -1680478.696897 + Penalty 3185.994272 = -1677292.702625
  nChanged 10
		SP:Iteration 86Q (1065.310000 sec): 3 clusters
  Score: Raw -1680479.427693 + Penalty 3185.994272 = -1677293.433422
  nChanged 9
		SP:Iteration 87Q (1065.360000 sec): 3 clusters
  Score: Raw -1680480.196954 + Penalty 3185.994272 = -1677294.202683
  nChanged 4
		SP:Iteration 88Q (1065.400000 sec): 3 clusters
  Score: Raw -1680480.540976 + Penalty 3185.994272 = -1677294.546705
  nChanged 4
		SP:Iteration 89Q (1065.440000 sec): 3 clusters
  Score: Raw -1680480.898742 + Penalty 3185.994272 = -1677294.904470
  nChanged 4
		SP:Iteration 90Q (1065.490000 sec): 3 clusters
  Score: Raw -1680481.171307 + Penalty 3185.994272 = -1677295.177035
  nChanged 4
		SP:Iteration 91Q (1065.540000 sec): 3 clusters
  Score: Raw -1680481.506579 + Penalty 3185.994272 = -1677295.512307
  nChanged 3
		SP:Iteration 92Q (1065.580000 sec): 3 clusters
  Score: Raw -1680481.742293 + Penalty 3185.994272 = -1677295.748021
  nChanged 3
		SP:Iteration 93Q (1065.630000 sec): 3 clusters
  Score: Raw -1680482.010996 + Penalty 3185.994272 = -1677296.016724
  nChanged 5
		SP:Iteration 94Q (1065.680000 sec): 3 clusters
  Score: Raw -1680482.387995 + Penalty 3185.994272 = -1677296.393723
  nChanged 5
		SP:Iteration 95Q (1065.720000 sec): 3 clusters
  Score: Raw -1680482.862169 + Penalty 3185.994272 = -1677296.867897
  nChanged 10
		SP:Iteration 96Q (1065.770000 sec): 3 clusters
  Score: Raw -1680483.848961 + Penalty 3185.994272 = -1677297.854689
  nChanged 11
		SP:Iteration 97Q (1065.820000 sec): 3 clusters
  Score: Raw -1680484.824077 + Penalty 3185.994272 = -1677298.829805
  nChanged 10
		SP:Iteration 98Q (1065.860000 sec): 3 clusters
  Score: Raw -1680485.815714 + Penalty 3185.994272 = -1677299.821442
  nChanged 11
		SP:Iteration 99Q (1065.910000 sec): 3 clusters
  Score: Raw -1680487.003400 + Penalty 3185.994272 = -1677301.009129
  nChanged 11
		SP:Iteration 100F (1065.960000 sec): 3 clusters
  Score: Raw -1680488.167071 + Penalty 3185.994272 = -1677302.172800
  nChanged 13
		SP:Iteration 101Q (1066.000000 sec): 3 clusters
  Score: Raw -1680489.434803 + Penalty 3185.994272 = -1677303.440531
  nChanged 7
		SP:Iteration 102Q (1066.040000 sec): 3 clusters
  Score: Raw -1680490.137958 + Penalty 3185.994272 = -1677304.143687
  nChanged 10
		SP:Iteration 103Q (1066.090000 sec): 3 clusters
  Score: Raw -1680490.945273 + Penalty 3185.994272 = -1677304.951001
  nChanged 6
		SP:Iteration 104Q (1066.130000 sec): 3 clusters
  Score: Raw -1680491.431692 + Penalty 3185.994272 = -1677305.437421
  nChanged 5
		SP:Iteration 105Q (1066.180000 sec): 3 clusters
  Score: Raw -1680491.784562 + Penalty 3185.994272 = -1677305.790290
  nChanged 7
		SP:Iteration 106Q (1066.220000 sec): 3 clusters
  Score: Raw -1680492.323530 + Penalty 3185.994272 = -1677306.329259
  nChanged 5
		SP:Iteration 107Q (1066.260000 sec): 3 clusters
  Score: Raw -1680492.622273 + Penalty 3185.994272 = -1677306.628001
  nChanged 2
		SP:Iteration 108Q (1066.300000 sec): 3 clusters
  Score: Raw -1680492.818987 + Penalty 3185.994272 = -1677306.824715
  nChanged 5
		SP:Iteration 109Q (1066.350000 sec): 3 clusters
  Score: Raw -1680493.176721 + Penalty 3185.994272 = -1677307.182449
  nChanged 2
		SP:Iteration 110Q (1066.400000 sec): 3 clusters
  Score: Raw -1680493.353364 + Penalty 3185.994272 = -1677307.359092
  nChanged 2
		SP:Iteration 111Q (1066.440000 sec): 3 clusters
  Score: Raw -1680493.523097 + Penalty 3185.994272 = -1677307.528825
  nChanged 1
		SP:Iteration 112Q (1066.490000 sec): 3 clusters
  Score: Raw -1680493.578943 + Penalty 3185.994272 = -1677307.584671
  nChanged 0
		SP:Iteration 113F (1066.530000 sec): 3 clusters
  Score: Raw -1680493.578943 + Penalty 3185.994272 = -1677307.584671
  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 8.67 GB.

 Trying to split cluster 11 (24995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1066.610000 sec): 2 clusters
  Score: Raw -2516708.361738 + Penalty 1645.545051 = -2515062.816687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1066.680000 sec): 3 clusters
  Score: Raw -2501539.052290 + Penalty 3291.090102 = -2498247.962187
  nChanged 11505
		SP:Iteration 1F (1066.750000 sec): 3 clusters
  Score: Raw -2508133.148401 + Penalty 3291.090102 = -2504842.058299
  nChanged 1528
		SP:Iteration 2F (1066.820000 sec): 3 clusters
  Score: Raw -2509452.368295 + Penalty 3291.090102 = -2506161.278193
  nChanged 1708
		SP:Iteration 3F (1066.880000 sec): 3 clusters
  Score: Raw -2511180.552732 + Penalty 3291.090102 = -2507889.462629
  nChanged 1964
		SP:Iteration 4F (1066.950000 sec): 3 clusters
  Score: Raw -2512731.385820 + Penalty 3291.090102 = -2509440.295718
  nChanged 1977
		SP:Iteration 5F (1067.020000 sec): 3 clusters
  Score: Raw -2514148.234190 + Penalty 3291.090102 = -2510857.144088
  nChanged 1860
		SP:Iteration 6F (1067.090000 sec): 3 clusters
  Score: Raw -2515634.563817 + Penalty 3291.090102 = -2512343.473715
  nChanged 1631
		SP:Iteration 7F (1067.150000 sec): 3 clusters
  Score: Raw -2517030.551798 + Penalty 3291.090102 = -2513739.461696
  nChanged 1198
		SP:Iteration 8Q (1067.220000 sec): 3 clusters
  Score: Raw -2518049.301484 + Penalty 3291.090102 = -2514758.211382
  nChanged 852
		SP:Iteration 9Q (1067.290000 sec): 3 clusters
  Score: Raw -2518716.538353 + Penalty 3291.090102 = -2515425.448251
  nChanged 656
		SP:Iteration 10Q (1067.360000 sec): 3 clusters
  Score: Raw -2519206.016571 + Penalty 3291.090102 = -2515914.926468
  nChanged 511
		SP:Iteration 11Q (1067.430000 sec): 3 clusters
  Score: Raw -2519572.738350 + Penalty 3291.090102 = -2516281.648248
  nChanged 454
		SP:Iteration 12Q (1067.490000 sec): 3 clusters
  Score: Raw -2519913.537489 + Penalty 3291.090102 = -2516622.447387
  nChanged 404
		SP:Iteration 13Q (1067.540000 sec): 3 clusters
  Score: Raw -2520216.348445 + Penalty 3291.090102 = -2516925.258343
  nChanged 340
		SP:Iteration 14Q (1067.600000 sec): 3 clusters
  Score: Raw -2520464.583570 + Penalty 3291.090102 = -2517173.493467
  nChanged 267
		SP:Iteration 15Q (1067.650000 sec): 3 clusters
  Score: Raw -2520636.339815 + Penalty 3291.090102 = -2517345.249713
  nChanged 205
		SP:Iteration 16Q (1067.710000 sec): 3 clusters
  Score: Raw -2520752.158443 + Penalty 3291.090102 = -2517461.068341
  nChanged 152
		SP:Iteration 17Q (1067.760000 sec): 3 clusters
  Score: Raw -2520826.419887 + Penalty 3291.090102 = -2517535.329785
  nChanged 96
		SP:Iteration 18Q (1067.810000 sec): 3 clusters
  Score: Raw -2520863.083723 + Penalty 3291.090102 = -2517571.993621
  nChanged 66
		SP:Iteration 19Q (1067.860000 sec): 3 clusters
  Score: Raw -2520883.370851 + Penalty 3291.090102 = -2517592.280749
  nChanged 55
		SP:Iteration 20F (1067.930000 sec): 3 clusters
  Score: Raw -2520898.266581 + Penalty 3291.090102 = -2517607.176478
  nChanged 35
		SP:Iteration 21Q (1067.980000 sec): 3 clusters
  Score: Raw -2520905.266457 + Penalty 3291.090102 = -2517614.176354
  nChanged 25
		SP:Iteration 22Q (1068.030000 sec): 3 clusters
  Score: Raw -2520910.997961 + Penalty 3291.090102 = -2517619.907859
  nChanged 22
		SP:Iteration 23Q (1068.080000 sec): 3 clusters
  Score: Raw -2520916.618221 + Penalty 3291.090102 = -2517625.528118
  nChanged 23
		SP:Iteration 24Q (1068.130000 sec): 3 clusters
  Score: Raw -2520921.138292 + Penalty 3291.090102 = -2517630.048190
  nChanged 15
		SP:Iteration 25Q (1068.190000 sec): 3 clusters
  Score: Raw -2520923.073603 + Penalty 3291.090102 = -2517631.983501
  nChanged 8
		SP:Iteration 26Q (1068.240000 sec): 3 clusters
  Score: Raw -2520924.409048 + Penalty 3291.090102 = -2517633.318946
  nChanged 4
		SP:Iteration 27Q (1068.290000 sec): 3 clusters
  Score: Raw -2520924.934050 + Penalty 3291.090102 = -2517633.843947
  nChanged 3
		SP:Iteration 28Q (1068.340000 sec): 3 clusters
  Score: Raw -2520925.415562 + Penalty 3291.090102 = -2517634.325460
  nChanged 3
		SP:Iteration 29Q (1068.390000 sec): 3 clusters
  Score: Raw -2520925.692963 + Penalty 3291.090102 = -2517634.602861
  nChanged 3
		SP:Iteration 30Q (1068.440000 sec): 3 clusters
  Score: Raw -2520926.116806 + Penalty 3291.090102 = -2517635.026704
  nChanged 3
		SP:Iteration 31Q (1068.490000 sec): 3 clusters
  Score: Raw -2520926.453481 + Penalty 3291.090102 = -2517635.363378
  nChanged 3
		SP:Iteration 32Q (1068.540000 sec): 3 clusters
  Score: Raw -2520926.989496 + Penalty 3291.090102 = -2517635.899393
  nChanged 6
		SP:Iteration 33Q (1068.590000 sec): 3 clusters
  Score: Raw -2520927.795961 + Penalty 3291.090102 = -2517636.705859
  nChanged 2
		SP:Iteration 34Q (1068.640000 sec): 3 clusters
  Score: Raw -2520928.069010 + Penalty 3291.090102 = -2517636.978908
  nChanged 4
		SP:Iteration 35Q (1068.690000 sec): 3 clusters
  Score: Raw -2520928.688311 + Penalty 3291.090102 = -2517637.598209
  nChanged 1
		SP:Iteration 36Q (1068.740000 sec): 3 clusters
  Score: Raw -2520928.771479 + Penalty 3291.090102 = -2517637.681377
  nChanged 0
		SP:Iteration 37F (1068.810000 sec): 3 clusters
  Score: Raw -2520928.771479 + Penalty 3291.090102 = -2517637.681377
  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 8.67 GB.

 Trying to split cluster 12 (67173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1069.040000 sec): 2 clusters
  Score: Raw -6858946.479878 + Penalty 1806.191832 = -6857140.288046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1069.230000 sec): 3 clusters
  Score: Raw -6815797.796852 + Penalty 3612.383665 = -6812185.413187
  nChanged 31663
		SP:Iteration 1F (1069.420000 sec): 3 clusters
  Score: Raw -6834198.467297 + Penalty 3612.383665 = -6830586.083633
  nChanged 2549
		SP:Iteration 2Q (1069.610000 sec): 3 clusters
  Score: Raw -6835076.077322 + Penalty 3612.383665 = -6831463.693658
  nChanged 2840
		SP:Iteration 3Q (1069.800000 sec): 3 clusters
  Score: Raw -6836294.586173 + Penalty 3612.383665 = -6832682.202509
  nChanged 3352
		SP:Iteration 4Q (1070.010000 sec): 3 clusters
  Score: Raw -6838064.799494 + Penalty 3612.383665 = -6834452.415829
  nChanged 3780
		SP:Iteration 5F (1070.190000 sec): 3 clusters
  Score: Raw -6840311.811810 + Penalty 3612.383665 = -6836699.428146
  nChanged 4052
		SP:Iteration 6F (1070.380000 sec): 3 clusters
  Score: Raw -6843064.090574 + Penalty 3612.383665 = -6839451.706909
  nChanged 4222
		SP:Iteration 7F (1070.570000 sec): 3 clusters
  Score: Raw -6845813.707964 + Penalty 3612.383665 = -6842201.324300
  nChanged 3904
		SP:Iteration 8F (1070.750000 sec): 3 clusters
  Score: Raw -6848019.799429 + Penalty 3612.383665 = -6844407.415764
  nChanged 3361
		SP:Iteration 9F (1070.940000 sec): 3 clusters
  Score: Raw -6849610.820843 + Penalty 3612.383665 = -6845998.437179
  nChanged 2678
		SP:Iteration 10Q (1071.120000 sec): 3 clusters
  Score: Raw -6850626.117668 + Penalty 3612.383665 = -6847013.734003
  nChanged 2142
		SP:Iteration 11Q (1071.310000 sec): 3 clusters
  Score: Raw -6851313.009813 + Penalty 3612.383665 = -6847700.626148
  nChanged 1720
		SP:Iteration 12Q (1071.500000 sec): 3 clusters
  Score: Raw -6851787.904662 + Penalty 3612.383665 = -6848175.520998
  nChanged 1422
		SP:Iteration 13Q (1071.680000 sec): 3 clusters
  Score: Raw -6852186.841086 + Penalty 3612.383665 = -6848574.457421
  nChanged 1358
		SP:Iteration 14Q (1071.860000 sec): 3 clusters
  Score: Raw -6852577.565012 + Penalty 3612.383665 = -6848965.181348
  nChanged 1379
		SP:Iteration 15Q (1072.040000 sec): 3 clusters
  Score: Raw -6853004.819101 + Penalty 3612.383665 = -6849392.435437
  nChanged 1445
		SP:Iteration 16Q (1072.210000 sec): 3 clusters
  Score: Raw -6853451.901533 + Penalty 3612.383665 = -6849839.517868
  nChanged 1466
		SP:Iteration 17Q (1072.390000 sec): 3 clusters
  Score: Raw -6853900.744256 + Penalty 3612.383665 = -6850288.360591
  nChanged 1493
		SP:Iteration 18Q (1072.570000 sec): 3 clusters
  Score: Raw -6854372.109733 + Penalty 3612.383665 = -6850759.726068
  nChanged 1543
		SP:Iteration 19Q (1072.740000 sec): 3 clusters
  Score: Raw -6854870.495680 + Penalty 3612.383665 = -6851258.112015
  nChanged 1531
		SP:Iteration 20F (1072.930000 sec): 3 clusters
  Score: Raw -6855382.537388 + Penalty 3612.383665 = -6851770.153724
  nChanged 1487
		SP:Iteration 21Q (1073.090000 sec): 3 clusters
  Score: Raw -6855895.226769 + Penalty 3612.383665 = -6852282.843104
  nChanged 1401
		SP:Iteration 22Q (1073.260000 sec): 3 clusters
  Score: Raw -6856391.996331 + Penalty 3612.383665 = -6852779.612666
  nChanged 1340
		SP:Iteration 23Q (1073.430000 sec): 3 clusters
  Score: Raw -6856872.186683 + Penalty 3612.383665 = -6853259.803018
  nChanged 1162
		SP:Iteration 24Q (1073.590000 sec): 3 clusters
  Score: Raw -6857270.517224 + Penalty 3612.383665 = -6853658.133560
  nChanged 995
		SP:Iteration 25Q (1073.750000 sec): 3 clusters
  Score: Raw -6857623.174872 + Penalty 3612.383665 = -6854010.791207
  nChanged 870
		SP:Iteration 26Q (1073.910000 sec): 3 clusters
  Score: Raw -6857927.873924 + Penalty 3612.383665 = -6854315.490260
  nChanged 691
		SP:Iteration 27Q (1074.060000 sec): 3 clusters
  Score: Raw -6858168.547627 + Penalty 3612.383665 = -6854556.163962
  nChanged 564
		SP:Iteration 28Q (1074.210000 sec): 3 clusters
  Score: Raw -6858352.968664 + Penalty 3612.383665 = -6854740.584999
  nChanged 480
		SP:Iteration 29Q (1074.370000 sec): 3 clusters
  Score: Raw -6858503.453198 + Penalty 3612.383665 = -6854891.069533
  nChanged 377
		SP:Iteration 30Q (1074.520000 sec): 3 clusters
  Score: Raw -6858618.508066 + Penalty 3612.383665 = -6855006.124402
  nChanged 317
		SP:Iteration 31Q (1074.670000 sec): 3 clusters
  Score: Raw -6858719.335009 + Penalty 3612.383665 = -6855106.951344
  nChanged 279
		SP:Iteration 32Q (1074.820000 sec): 3 clusters
  Score: Raw -6858817.168113 + Penalty 3612.383665 = -6855204.784448
  nChanged 249
		SP:Iteration 33Q (1074.970000 sec): 3 clusters
  Score: Raw -6858908.251305 + Penalty 3612.383665 = -6855295.867640
  nChanged 205
		SP:Iteration 34Q (1075.120000 sec): 3 clusters
  Score: Raw -6858979.898593 + Penalty 3612.383665 = -6855367.514929
  nChanged 171
		SP:Iteration 35Q (1075.260000 sec): 3 clusters
  Score: Raw -6859038.817639 + Penalty 3612.383665 = -6855426.433975
  nChanged 151
		SP:Iteration 36Q (1075.400000 sec): 3 clusters
  Score: Raw -6859079.437295 + Penalty 3612.383665 = -6855467.053630
  nChanged 105
		SP:Iteration 37Q (1075.550000 sec): 3 clusters
  Score: Raw -6859110.626078 + Penalty 3612.383665 = -6855498.242414
  nChanged 99
		SP:Iteration 38Q (1075.690000 sec): 3 clusters
  Score: Raw -6859137.625311 + Penalty 3612.383665 = -6855525.241647
  nChanged 80
		SP:Iteration 39Q (1075.830000 sec): 3 clusters
  Score: Raw -6859158.960145 + Penalty 3612.383665 = -6855546.576481
  nChanged 56
		SP:Iteration 40F (1076.010000 sec): 3 clusters
  Score: Raw -6859174.933892 + Penalty 3612.383665 = -6855562.550228
  nChanged 58
		SP:Iteration 41Q (1076.150000 sec): 3 clusters
  Score: Raw -6859193.023748 + Penalty 3612.383665 = -6855580.640083
  nChanged 49
		SP:Iteration 42Q (1076.290000 sec): 3 clusters
  Score: Raw -6859212.258204 + Penalty 3612.383665 = -6855599.874540
  nChanged 56
		SP:Iteration 43Q (1076.420000 sec): 3 clusters
  Score: Raw -6859234.989841 + Penalty 3612.383665 = -6855622.606177
  nChanged 73
		SP:Iteration 44Q (1076.560000 sec): 3 clusters
  Score: Raw -6859262.329849 + Penalty 3612.383665 = -6855649.946184
  nChanged 70
		SP:Iteration 45Q (1076.700000 sec): 3 clusters
  Score: Raw -6859285.054224 + Penalty 3612.383665 = -6855672.670559
  nChanged 48
		SP:Iteration 46Q (1076.840000 sec): 3 clusters
  Score: Raw -6859300.196016 + Penalty 3612.383665 = -6855687.812351
  nChanged 48
		SP:Iteration 47Q (1076.970000 sec): 3 clusters
  Score: Raw -6859315.709309 + Penalty 3612.383665 = -6855703.325644
  nChanged 43
		SP:Iteration 48Q (1077.110000 sec): 3 clusters
  Score: Raw -6859329.033571 + Penalty 3612.383665 = -6855716.649906
  nChanged 35
		SP:Iteration 49Q (1077.250000 sec): 3 clusters
  Score: Raw -6859338.241664 + Penalty 3612.383665 = -6855725.857999
  nChanged 28
		SP:Iteration 50Q (1077.390000 sec): 3 clusters
  Score: Raw -6859344.817824 + Penalty 3612.383665 = -6855732.434160
  nChanged 18
		SP:Iteration 51Q (1077.520000 sec): 3 clusters
  Score: Raw -6859351.634508 + Penalty 3612.383665 = -6855739.250844
  nChanged 24
		SP:Iteration 52Q (1077.670000 sec): 3 clusters
  Score: Raw -6859358.762977 + Penalty 3612.383665 = -6855746.379313
  nChanged 17
		SP:Iteration 53Q (1077.810000 sec): 3 clusters
  Score: Raw -6859363.452322 + Penalty 3612.383665 = -6855751.068657
  nChanged 17
		SP:Iteration 54Q (1077.940000 sec): 3 clusters
  Score: Raw -6859367.699847 + Penalty 3612.383665 = -6855755.316183
  nChanged 19
		SP:Iteration 55Q (1078.070000 sec): 3 clusters
  Score: Raw -6859371.809567 + Penalty 3612.383665 = -6855759.425903
  nChanged 15
		SP:Iteration 56Q (1078.210000 sec): 3 clusters
  Score: Raw -6859376.020693 + Penalty 3612.383665 = -6855763.637029
  nChanged 17
		SP:Iteration 57Q (1078.350000 sec): 3 clusters
  Score: Raw -6859381.212855 + Penalty 3612.383665 = -6855768.829190
  nChanged 18
		SP:Iteration 58Q (1078.490000 sec): 3 clusters
  Score: Raw -6859386.141834 + Penalty 3612.383665 = -6855773.758170
  nChanged 18
		SP:Iteration 59Q (1078.620000 sec): 3 clusters
  Score: Raw -6859392.377400 + Penalty 3612.383665 = -6855779.993735
  nChanged 22
		SP:Iteration 60F (1078.810000 sec): 3 clusters
  Score: Raw -6859399.700891 + Penalty 3612.383665 = -6855787.317226
  nChanged 19
		SP:Iteration 61Q (1078.940000 sec): 3 clusters
  Score: Raw -6859406.750146 + Penalty 3612.383665 = -6855794.366481
  nChanged 18
		SP:Iteration 62Q (1079.070000 sec): 3 clusters
  Score: Raw -6859412.144893 + Penalty 3612.383665 = -6855799.761229
  nChanged 11
		SP:Iteration 63Q (1079.210000 sec): 3 clusters
  Score: Raw -6859415.390486 + Penalty 3612.383665 = -6855803.006822
  nChanged 9
		SP:Iteration 64Q (1079.350000 sec): 3 clusters
  Score: Raw -6859418.038168 + Penalty 3612.383665 = -6855805.654503
  nChanged 9
		SP:Iteration 65Q (1079.490000 sec): 3 clusters
  Score: Raw -6859420.431304 + Penalty 3612.383665 = -6855808.047640
  nChanged 5
		SP:Iteration 66Q (1079.630000 sec): 3 clusters
  Score: Raw -6859421.657207 + Penalty 3612.383665 = -6855809.273542
  nChanged 2
		SP:Iteration 67Q (1079.770000 sec): 3 clusters
  Score: Raw -6859422.500349 + Penalty 3612.383665 = -6855810.116685
  nChanged 4
		SP:Iteration 68Q (1079.910000 sec): 3 clusters
  Score: Raw -6859423.766463 + Penalty 3612.383665 = -6855811.382798
  nChanged 4
		SP:Iteration 69Q (1080.050000 sec): 3 clusters
  Score: Raw -6859424.487895 + Penalty 3612.383665 = -6855812.104231
  nChanged 3
		SP:Iteration 70Q (1080.190000 sec): 3 clusters
  Score: Raw -6859425.119993 + Penalty 3612.383665 = -6855812.736328
  nChanged 1
		SP:Iteration 71Q (1080.340000 sec): 3 clusters
  Score: Raw -6859425.427488 + Penalty 3612.383665 = -6855813.043823
  nChanged 3
		SP:Iteration 72Q (1080.470000 sec): 3 clusters
  Score: Raw -6859426.185928 + Penalty 3612.383665 = -6855813.802263
  nChanged 3
		SP:Iteration 73Q (1080.610000 sec): 3 clusters
  Score: Raw -6859427.269103 + Penalty 3612.383665 = -6855814.885439
  nChanged 5
		SP:Iteration 74Q (1080.740000 sec): 3 clusters
  Score: Raw -6859428.689917 + Penalty 3612.383665 = -6855816.306252
  nChanged 2
		SP:Iteration 75Q (1080.870000 sec): 3 clusters
  Score: Raw -6859429.107979 + Penalty 3612.383665 = -6855816.724315
  nChanged 1
		SP:Iteration 76Q (1081.010000 sec): 3 clusters
  Score: Raw -6859429.281704 + Penalty 3612.383665 = -6855816.898039
  nChanged 0
		SP:Iteration 77F (1081.200000 sec): 3 clusters
  Score: Raw -6859429.281704 + Penalty 3612.383665 = -6855816.898039
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (30242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1081.310000 sec): 2 clusters
  Score: Raw -2959742.462945 + Penalty 1676.510382 = -2958065.952563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1081.390000 sec): 3 clusters
  Score: Raw -2941033.519939 + Penalty 3353.020764 = -2937680.499175
  nChanged 13995
		SP:Iteration 1F (1081.470000 sec): 3 clusters
  Score: Raw -2949280.321552 + Penalty 3353.020764 = -2945927.300788
  nChanged 1850
		SP:Iteration 2F (1081.550000 sec): 3 clusters
  Score: Raw -2950899.200685 + Penalty 3353.020764 = -2947546.179921
  nChanged 2346
		SP:Iteration 3F (1081.630000 sec): 3 clusters
  Score: Raw -2953955.503194 + Penalty 3353.020764 = -2950602.482430
  nChanged 2875
		SP:Iteration 4F (1081.710000 sec): 3 clusters
  Score: Raw -2957285.439848 + Penalty 3353.020764 = -2953932.419084
  nChanged 2847
		SP:Iteration 5F (1081.790000 sec): 3 clusters
  Score: Raw -2959884.292709 + Penalty 3353.020764 = -2956531.271945
  nChanged 2314
		SP:Iteration 6F (1081.870000 sec): 3 clusters
  Score: Raw -2962145.920596 + Penalty 3353.020764 = -2958792.899832
  nChanged 1786
		SP:Iteration 7F (1081.960000 sec): 3 clusters
  Score: Raw -2964167.427968 + Penalty 3353.020764 = -2960814.407204
  nChanged 1119
		SP:Iteration 8Q (1082.030000 sec): 3 clusters
  Score: Raw -2965520.029230 + Penalty 3353.020764 = -2962167.008466
  nChanged 667
		SP:Iteration 9Q (1082.110000 sec): 3 clusters
  Score: Raw -2966169.601257 + Penalty 3353.020764 = -2962816.580493
  nChanged 429
		SP:Iteration 10Q (1082.180000 sec): 3 clusters
  Score: Raw -2966438.320061 + Penalty 3353.020764 = -2963085.299297
  nChanged 278
		SP:Iteration 11Q (1082.250000 sec): 3 clusters
  Score: Raw -2966555.592306 + Penalty 3353.020764 = -2963202.571542
  nChanged 179
		SP:Iteration 12Q (1082.310000 sec): 3 clusters
  Score: Raw -2966605.038189 + Penalty 3353.020764 = -2963252.017425
  nChanged 117
		SP:Iteration 13Q (1082.380000 sec): 3 clusters
  Score: Raw -2966630.895991 + Penalty 3353.020764 = -2963277.875227
  nChanged 82
		SP:Iteration 14Q (1082.450000 sec): 3 clusters
  Score: Raw -2966644.786619 + Penalty 3353.020764 = -2963291.765855
  nChanged 52
		SP:Iteration 15Q (1082.510000 sec): 3 clusters
  Score: Raw -2966650.506586 + Penalty 3353.020764 = -2963297.485822
  nChanged 31
		SP:Iteration 16Q (1082.580000 sec): 3 clusters
  Score: Raw -2966653.807343 + Penalty 3353.020764 = -2963300.786579
  nChanged 23
		SP:Iteration 17Q (1082.640000 sec): 3 clusters
  Score: Raw -2966655.416806 + Penalty 3353.020764 = -2963302.396042
  nChanged 15
		SP:Iteration 18Q (1082.710000 sec): 3 clusters
  Score: Raw -2966656.301140 + Penalty 3353.020764 = -2963303.280376
  nChanged 9
		SP:Iteration 19Q (1082.780000 sec): 3 clusters
  Score: Raw -2966656.694015 + Penalty 3353.020764 = -2963303.673251
  nChanged 7
		SP:Iteration 20F (1082.860000 sec): 3 clusters
  Score: Raw -2966657.028616 + Penalty 3353.020764 = -2963304.007853
  nChanged 4
		SP:Iteration 21Q (1082.930000 sec): 3 clusters
  Score: Raw -2966657.200958 + Penalty 3353.020764 = -2963304.180194
  nChanged 3
		SP:Iteration 22Q (1082.990000 sec): 3 clusters
  Score: Raw -2966657.280879 + Penalty 3353.020764 = -2963304.260115
  nChanged 1
		SP:Iteration 23Q (1083.050000 sec): 3 clusters
  Score: Raw -2966657.300318 + Penalty 3353.020764 = -2963304.279554
  nChanged 1
		SP:Iteration 24Q (1083.120000 sec): 3 clusters
  Score: Raw -2966657.355280 + Penalty 3353.020764 = -2963304.334516
  nChanged 2
		SP:Iteration 25Q (1083.190000 sec): 3 clusters
  Score: Raw -2966657.506328 + Penalty 3353.020764 = -2963304.485564
  nChanged 3
		SP:Iteration 26Q (1083.250000 sec): 3 clusters
  Score: Raw -2966657.642975 + Penalty 3353.020764 = -2963304.622211
  nChanged 2
		SP:Iteration 27Q (1083.320000 sec): 3 clusters
  Score: Raw -2966657.772945 + Penalty 3353.020764 = -2963304.752182
  nChanged 4
		SP:Iteration 28Q (1083.390000 sec): 3 clusters
  Score: Raw -2966657.956980 + Penalty 3353.020764 = -2963304.936216
  nChanged 3
		SP:Iteration 29Q (1083.450000 sec): 3 clusters
  Score: Raw -2966658.110452 + Penalty 3353.020764 = -2963305.089689
  nChanged 3
		SP:Iteration 30Q (1083.520000 sec): 3 clusters
  Score: Raw -2966658.291958 + Penalty 3353.020764 = -2963305.271194
  nChanged 1
		SP:Iteration 31Q (1083.580000 sec): 3 clusters
  Score: Raw -2966658.307998 + Penalty 3353.020764 = -2963305.287234
  nChanged 0
		SP:Iteration 32F (1083.660000 sec): 3 clusters
  Score: Raw -2966658.307998 + Penalty 3353.020764 = -2963305.287234
  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 8.67 GB.

 Trying to split cluster 14 (6121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1083.700000 sec): 2 clusters
  Score: Raw -610819.076697 + Penalty 1416.915624 = -609402.161073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1083.720000 sec): 3 clusters
  Score: Raw -607532.261584 + Penalty 2833.831247 = -604698.430337
  nChanged 2551
		SP:Iteration 1F (1083.730000 sec): 3 clusters
  Score: Raw -608964.471280 + Penalty 2833.831247 = -606130.640033
  nChanged 411
		SP:Iteration 2F (1083.750000 sec): 3 clusters
  Score: Raw -609143.974904 + Penalty 2833.831247 = -606310.143657
  nChanged 287
		SP:Iteration 3Q (1083.770000 sec): 3 clusters
  Score: Raw -609271.944488 + Penalty 2833.831247 = -606438.113241
  nChanged 250
		SP:Iteration 4Q (1083.780000 sec): 3 clusters
  Score: Raw -609374.904115 + Penalty 2833.831247 = -606541.072867
  nChanged 207
		SP:Iteration 5Q (1083.800000 sec): 3 clusters
  Score: Raw -609464.107365 + Penalty 2833.831247 = -606630.276118
  nChanged 198
		SP:Iteration 6Q (1083.810000 sec): 3 clusters
  Score: Raw -609560.799746 + Penalty 2833.831247 = -606726.968499
  nChanged 217
		SP:Iteration 7Q (1083.830000 sec): 3 clusters
  Score: Raw -609668.746977 + Penalty 2833.831247 = -606834.915729
  nChanged 225
		SP:Iteration 8Q (1083.850000 sec): 3 clusters
  Score: Raw -609787.986596 + Penalty 2833.831247 = -606954.155348
  nChanged 235
		SP:Iteration 9Q (1083.860000 sec): 3 clusters
  Score: Raw -609933.940160 + Penalty 2833.831247 = -607100.108913
  nChanged 270
		SP:Iteration 10Q (1083.880000 sec): 3 clusters
  Score: Raw -610123.975623 + Penalty 2833.831247 = -607290.144376
  nChanged 283
		SP:Iteration 11Q (1083.890000 sec): 3 clusters
  Score: Raw -610335.396352 + Penalty 2833.831247 = -607501.565105
  nChanged 273
		SP:Iteration 12Q (1083.910000 sec): 3 clusters
  Score: Raw -610528.898102 + Penalty 2833.831247 = -607695.066854
  nChanged 238
		SP:Iteration 13Q (1083.920000 sec): 3 clusters
  Score: Raw -610686.164086 + Penalty 2833.831247 = -607852.332839
  nChanged 191
		SP:Iteration 14Q (1083.940000 sec): 3 clusters
  Score: Raw -610797.346778 + Penalty 2833.831247 = -607963.515531
  nChanged 137
		SP:Iteration 15Q (1083.960000 sec): 3 clusters
  Score: Raw -610869.618002 + Penalty 2833.831247 = -608035.786755
  nChanged 110
		SP:Iteration 16Q (1083.970000 sec): 3 clusters
  Score: Raw -610919.472378 + Penalty 2833.831247 = -608085.641131
  nChanged 71
		SP:Iteration 17Q (1083.990000 sec): 3 clusters
  Score: Raw -610949.634048 + Penalty 2833.831247 = -608115.802801
  nChanged 63
		SP:Iteration 18Q (1084.010000 sec): 3 clusters
  Score: Raw -610975.215948 + Penalty 2833.831247 = -608141.384700
  nChanged 53
		SP:Iteration 19Q (1084.020000 sec): 3 clusters
  Score: Raw -610994.957093 + Penalty 2833.831247 = -608161.125846
  nChanged 42
		SP:Iteration 20F (1084.040000 sec): 3 clusters
  Score: Raw -611012.779516 + Penalty 2833.831247 = -608178.948269
  nChanged 45
		SP:Iteration 21Q (1084.050000 sec): 3 clusters
  Score: Raw -611029.377133 + Penalty 2833.831247 = -608195.545886
  nChanged 39
		SP:Iteration 22Q (1084.070000 sec): 3 clusters
  Score: Raw -611042.967808 + Penalty 2833.831247 = -608209.136561
  nChanged 25
		SP:Iteration 23Q (1084.090000 sec): 3 clusters
  Score: Raw -611050.989701 + Penalty 2833.831247 = -608217.158453
  nChanged 18
		SP:Iteration 24Q (1084.100000 sec): 3 clusters
  Score: Raw -611056.644329 + Penalty 2833.831247 = -608222.813082
  nChanged 14
		SP:Iteration 25Q (1084.110000 sec): 3 clusters
  Score: Raw -611062.033065 + Penalty 2833.831247 = -608228.201817
  nChanged 10
		SP:Iteration 26Q (1084.130000 sec): 3 clusters
  Score: Raw -611064.562515 + Penalty 2833.831247 = -608230.731267
  nChanged 7
		SP:Iteration 27Q (1084.150000 sec): 3 clusters
  Score: Raw -611067.188785 + Penalty 2833.831247 = -608233.357537
  nChanged 8
		SP:Iteration 28Q (1084.160000 sec): 3 clusters
  Score: Raw -611070.419567 + Penalty 2833.831247 = -608236.588320
  nChanged 11
		SP:Iteration 29Q (1084.180000 sec): 3 clusters
  Score: Raw -611075.928153 + Penalty 2833.831247 = -608242.096906
  nChanged 16
		SP:Iteration 30Q (1084.190000 sec): 3 clusters
  Score: Raw -611082.829510 + Penalty 2833.831247 = -608248.998262
  nChanged 17
		SP:Iteration 31Q (1084.210000 sec): 3 clusters
  Score: Raw -611092.322160 + Penalty 2833.831247 = -608258.490913
  nChanged 21
		SP:Iteration 32Q (1084.230000 sec): 3 clusters
  Score: Raw -611106.406260 + Penalty 2833.831247 = -608272.575013
  nChanged 25
		SP:Iteration 33Q (1084.240000 sec): 3 clusters
  Score: Raw -611120.119215 + Penalty 2833.831247 = -608286.287967
  nChanged 26
		SP:Iteration 34Q (1084.260000 sec): 3 clusters
  Score: Raw -611132.343680 + Penalty 2833.831247 = -608298.512433
  nChanged 27
		SP:Iteration 35Q (1084.270000 sec): 3 clusters
  Score: Raw -611145.011885 + Penalty 2833.831247 = -608311.180638
  nChanged 23
		SP:Iteration 36Q (1084.290000 sec): 3 clusters
  Score: Raw -611155.981817 + Penalty 2833.831247 = -608322.150570
  nChanged 18
		SP:Iteration 37Q (1084.300000 sec): 3 clusters
  Score: Raw -611166.808313 + Penalty 2833.831247 = -608332.977065
  nChanged 16
		SP:Iteration 38Q (1084.320000 sec): 3 clusters
  Score: Raw -611174.603427 + Penalty 2833.831247 = -608340.772180
  nChanged 13
		SP:Iteration 39Q (1084.330000 sec): 3 clusters
  Score: Raw -611178.851393 + Penalty 2833.831247 = -608345.020145
  nChanged 17
		SP:Iteration 40F (1084.350000 sec): 3 clusters
  Score: Raw -611185.122416 + Penalty 2833.831247 = -608351.291169
  nChanged 13
		SP:Iteration 41Q (1084.360000 sec): 3 clusters
  Score: Raw -611191.630097 + Penalty 2833.831247 = -608357.798850
  nChanged 13
		SP:Iteration 42Q (1084.380000 sec): 3 clusters
  Score: Raw -611198.358658 + Penalty 2833.831247 = -608364.527411
  nChanged 16
		SP:Iteration 43Q (1084.390000 sec): 3 clusters
  Score: Raw -611203.566762 + Penalty 2833.831247 = -608369.735514
  nChanged 9
		SP:Iteration 44Q (1084.410000 sec): 3 clusters
  Score: Raw -611206.184703 + Penalty 2833.831247 = -608372.353456
  nChanged 5
		SP:Iteration 45Q (1084.420000 sec): 3 clusters
  Score: Raw -611208.868334 + Penalty 2833.831247 = -608375.037087
  nChanged 8
		SP:Iteration 46Q (1084.430000 sec): 3 clusters
  Score: Raw -611212.646913 + Penalty 2833.831247 = -608378.815666
  nChanged 6
		SP:Iteration 47Q (1084.450000 sec): 3 clusters
  Score: Raw -611214.985777 + Penalty 2833.831247 = -608381.154530
  nChanged 7
		SP:Iteration 48Q (1084.460000 sec): 3 clusters
  Score: Raw -611217.093543 + Penalty 2833.831247 = -608383.262295
  nChanged 5
		SP:Iteration 49Q (1084.480000 sec): 3 clusters
  Score: Raw -611219.022386 + Penalty 2833.831247 = -608385.191139
  nChanged 7
		SP:Iteration 50Q (1084.490000 sec): 3 clusters
  Score: Raw -611220.934322 + Penalty 2833.831247 = -608387.103075
  nChanged 4
		SP:Iteration 51Q (1084.510000 sec): 3 clusters
  Score: Raw -611222.218788 + Penalty 2833.831247 = -608388.387541
  nChanged 2
		SP:Iteration 52Q (1084.520000 sec): 3 clusters
  Score: Raw -611222.448492 + Penalty 2833.831247 = -608388.617244
  nChanged 0
		SP:Iteration 53F (1084.540000 sec): 3 clusters
  Score: Raw -611222.448492 + Penalty 2833.831247 = -608388.617244
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 15 (3933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1084.550000 sec): 2 clusters
  Score: Raw -350094.051095 + Penalty 1345.038138 = -348749.012957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1084.570000 sec): 3 clusters
  Score: Raw -348134.139251 + Penalty 2690.076276 = -345444.062975
  nChanged 1554
		SP:Iteration 1F (1084.570000 sec): 3 clusters
  Score: Raw -349164.153323 + Penalty 2690.076276 = -346474.077047
  nChanged 349
		SP:Iteration 2F (1084.590000 sec): 3 clusters
  Score: Raw -349468.119594 + Penalty 2690.076276 = -346778.043318
  nChanged 317
		SP:Iteration 3F (1084.590000 sec): 3 clusters
  Score: Raw -349863.343703 + Penalty 2690.076276 = -347173.267427
  nChanged 312
		SP:Iteration 4F (1084.610000 sec): 3 clusters
  Score: Raw -350315.601502 + Penalty 2690.076276 = -347625.525226
  nChanged 310
		SP:Iteration 5F (1084.620000 sec): 3 clusters
  Score: Raw -350745.921924 + Penalty 2690.076276 = -348055.845648
  nChanged 268
		SP:Iteration 6F (1084.630000 sec): 3 clusters
  Score: Raw -351128.756481 + Penalty 2690.076276 = -348438.680205
  nChanged 207
		SP:Iteration 7F (1084.640000 sec): 3 clusters
  Score: Raw -351499.303069 + Penalty 2690.076276 = -348809.226793
  nChanged 171
		SP:Iteration 8Q (1084.650000 sec): 3 clusters
  Score: Raw -351889.112587 + Penalty 2690.076276 = -349199.036311
  nChanged 139
		SP:Iteration 9Q (1084.660000 sec): 3 clusters
  Score: Raw -352309.913541 + Penalty 2690.076276 = -349619.837265
  nChanged 147
		SP:Iteration 10Q (1084.670000 sec): 3 clusters
  Score: Raw -352728.149675 + Penalty 2690.076276 = -350038.073399
  nChanged 112
		SP:Iteration 11Q (1084.670000 sec): 3 clusters
  Score: Raw -352877.443548 + Penalty 2690.076276 = -350187.367272
  nChanged 55
		SP:Iteration 12Q (1084.680000 sec): 3 clusters
  Score: Raw -352924.482955 + Penalty 2690.076276 = -350234.406679
  nChanged 30
		SP:Iteration 13Q (1084.690000 sec): 3 clusters
  Score: Raw -352941.907804 + Penalty 2690.076276 = -350251.831528
  nChanged 24
		SP:Iteration 14Q (1084.700000 sec): 3 clusters
  Score: Raw -352955.329821 + Penalty 2690.076276 = -350265.253545
  nChanged 18
		SP:Iteration 15Q (1084.700000 sec): 3 clusters
  Score: Raw -352962.429814 + Penalty 2690.076276 = -350272.353538
  nChanged 8
		SP:Iteration 16Q (1084.710000 sec): 3 clusters
  Score: Raw -352966.225822 + Penalty 2690.076276 = -350276.149546
  nChanged 8
		SP:Iteration 17Q (1084.720000 sec): 3 clusters
  Score: Raw -352969.403424 + Penalty 2690.076276 = -350279.327148
  nChanged 6
		SP:Iteration 18Q (1084.730000 sec): 3 clusters
  Score: Raw -352970.839756 + Penalty 2690.076276 = -350280.763480
  nChanged 4
		SP:Iteration 19Q (1084.730000 sec): 3 clusters
  Score: Raw -352971.854288 + Penalty 2690.076276 = -350281.778012
  nChanged 4
		SP:Iteration 20F (1084.750000 sec): 3 clusters
  Score: Raw -352973.325770 + Penalty 2690.076276 = -350283.249494
  nChanged 2
		SP:Iteration 21Q (1084.750000 sec): 3 clusters
  Score: Raw -352973.806496 + Penalty 2690.076276 = -350283.730220
  nChanged 1
		SP:Iteration 22Q (1084.760000 sec): 3 clusters
  Score: Raw -352973.996005 + Penalty 2690.076276 = -350283.919729
  nChanged 1
		SP:Iteration 23Q (1084.770000 sec): 3 clusters
  Score: Raw -352974.161699 + Penalty 2690.076276 = -350284.085422
  nChanged 1
		SP:Iteration 24Q (1084.780000 sec): 3 clusters
  Score: Raw -352974.260701 + Penalty 2690.076276 = -350284.184425
  nChanged 1
		SP:Iteration 25Q (1084.780000 sec): 3 clusters
  Score: Raw -352974.514073 + Penalty 2690.076276 = -350284.437797
  nChanged 1
		SP:Iteration 26Q (1084.790000 sec): 3 clusters
  Score: Raw -352975.195875 + Penalty 2690.076276 = -350285.119599
  nChanged 1
		SP:Iteration 27Q (1084.800000 sec): 3 clusters
  Score: Raw -352975.460322 + Penalty 2690.076276 = -350285.384046
  nChanged 0
		SP:Iteration 28F (1084.810000 sec): 3 clusters
  Score: Raw -352975.460322 + Penalty 2690.076276 = -350285.384046
  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 8.67 GB.

 Trying to split cluster 16 (6459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1084.840000 sec): 2 clusters
  Score: Raw -649327.718847 + Penalty 1425.649840 = -647902.069007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1084.850000 sec): 3 clusters
  Score: Raw -645853.205823 + Penalty 2851.299680 = -643001.906143
  nChanged 2735
		SP:Iteration 1F (1084.870000 sec): 3 clusters
  Score: Raw -647418.229507 + Penalty 2851.299680 = -644566.929827
  nChanged 455
		SP:Iteration 2F (1084.890000 sec): 3 clusters
  Score: Raw -647738.811091 + Penalty 2851.299680 = -644887.511411
  nChanged 383
		SP:Iteration 3F (1084.910000 sec): 3 clusters
  Score: Raw -648081.766131 + Penalty 2851.299680 = -645230.466450
  nChanged 358
		SP:Iteration 4F (1084.920000 sec): 3 clusters
  Score: Raw -648390.578992 + Penalty 2851.299680 = -645539.279312
  nChanged 343
		SP:Iteration 5F (1084.940000 sec): 3 clusters
  Score: Raw -648654.493109 + Penalty 2851.299680 = -645803.193429
  nChanged 323
		SP:Iteration 6F (1084.960000 sec): 3 clusters
  Score: Raw -648883.415338 + Penalty 2851.299680 = -646032.115657
  nChanged 375
		SP:Iteration 7F (1084.970000 sec): 3 clusters
  Score: Raw -649158.067882 + Penalty 2851.299680 = -646306.768201
  nChanged 381
		SP:Iteration 8F (1084.990000 sec): 3 clusters
  Score: Raw -649468.043233 + Penalty 2851.299680 = -646616.743552
  nChanged 397
		SP:Iteration 9F (1085.010000 sec): 3 clusters
  Score: Raw -649841.307217 + Penalty 2851.299680 = -646990.007536
  nChanged 330
		SP:Iteration 10F (1085.030000 sec): 3 clusters
  Score: Raw -650129.705353 + Penalty 2851.299680 = -647278.405673
  nChanged 228
		SP:Iteration 11Q (1085.040000 sec): 3 clusters
  Score: Raw -650294.266986 + Penalty 2851.299680 = -647442.967305
  nChanged 157
		SP:Iteration 12Q (1085.060000 sec): 3 clusters
  Score: Raw -650420.642274 + Penalty 2851.299680 = -647569.342593
  nChanged 141
		SP:Iteration 13Q (1085.070000 sec): 3 clusters
  Score: Raw -650568.431216 + Penalty 2851.299680 = -647717.131536
  nChanged 124
		SP:Iteration 14Q (1085.090000 sec): 3 clusters
  Score: Raw -650736.882673 + Penalty 2851.299680 = -647885.582993
  nChanged 94
		SP:Iteration 15Q (1085.110000 sec): 3 clusters
  Score: Raw -650871.452562 + Penalty 2851.299680 = -648020.152882
  nChanged 85
		SP:Iteration 16Q (1085.120000 sec): 3 clusters
  Score: Raw -650974.075004 + Penalty 2851.299680 = -648122.775323
  nChanged 80
		SP:Iteration 17Q (1085.130000 sec): 3 clusters
  Score: Raw -651076.925685 + Penalty 2851.299680 = -648225.626004
  nChanged 86
		SP:Iteration 18Q (1085.150000 sec): 3 clusters
  Score: Raw -651153.691925 + Penalty 2851.299680 = -648302.392244
  nChanged 55
		SP:Iteration 19Q (1085.160000 sec): 3 clusters
  Score: Raw -651199.198276 + Penalty 2851.299680 = -648347.898595
  nChanged 38
		SP:Iteration 20F (1085.170000 sec): 3 clusters
  Score: Raw -651239.512203 + Penalty 2851.299680 = -648388.212522
  nChanged 35
		SP:Iteration 21Q (1085.190000 sec): 3 clusters
  Score: Raw -651277.495772 + Penalty 2851.299680 = -648426.196092
  nChanged 50
		SP:Iteration 22Q (1085.200000 sec): 3 clusters
  Score: Raw -651307.225293 + Penalty 2851.299680 = -648455.925613
  nChanged 35
		SP:Iteration 23Q (1085.210000 sec): 3 clusters
  Score: Raw -651324.760949 + Penalty 2851.299680 = -648473.461269
  nChanged 25
		SP:Iteration 24Q (1085.230000 sec): 3 clusters
  Score: Raw -651336.471783 + Penalty 2851.299680 = -648485.172102
  nChanged 19
		SP:Iteration 25Q (1085.240000 sec): 3 clusters
  Score: Raw -651345.297882 + Penalty 2851.299680 = -648493.998202
  nChanged 19
		SP:Iteration 26Q (1085.250000 sec): 3 clusters
  Score: Raw -651354.141513 + Penalty 2851.299680 = -648502.841832
  nChanged 19
		SP:Iteration 27Q (1085.270000 sec): 3 clusters
  Score: Raw -651367.707350 + Penalty 2851.299680 = -648516.407669
  nChanged 18
		SP:Iteration 28Q (1085.280000 sec): 3 clusters
  Score: Raw -651382.252496 + Penalty 2851.299680 = -648530.952816
  nChanged 25
		SP:Iteration 29Q (1085.290000 sec): 3 clusters
  Score: Raw -651397.363962 + Penalty 2851.299680 = -648546.064281
  nChanged 20
		SP:Iteration 30Q (1085.310000 sec): 3 clusters
  Score: Raw -651405.122465 + Penalty 2851.299680 = -648553.822784
  nChanged 11
		SP:Iteration 31Q (1085.320000 sec): 3 clusters
  Score: Raw -651409.538193 + Penalty 2851.299680 = -648558.238513
  nChanged 9
		SP:Iteration 32Q (1085.330000 sec): 3 clusters
  Score: Raw -651412.385778 + Penalty 2851.299680 = -648561.086097
  nChanged 11
		SP:Iteration 33Q (1085.350000 sec): 3 clusters
  Score: Raw -651415.178406 + Penalty 2851.299680 = -648563.878725
  nChanged 11
		SP:Iteration 34Q (1085.360000 sec): 3 clusters
  Score: Raw -651417.676077 + Penalty 2851.299680 = -648566.376397
  nChanged 2
		SP:Iteration 35Q (1085.370000 sec): 3 clusters
  Score: Raw -651418.376323 + Penalty 2851.299680 = -648567.076643
  nChanged 5
		SP:Iteration 36Q (1085.390000 sec): 3 clusters
  Score: Raw -651419.825239 + Penalty 2851.299680 = -648568.525559
  nChanged 7
		SP:Iteration 37Q (1085.400000 sec): 3 clusters
  Score: Raw -651421.998657 + Penalty 2851.299680 = -648570.698977
  nChanged 2
		SP:Iteration 38Q (1085.410000 sec): 3 clusters
  Score: Raw -651422.363678 + Penalty 2851.299680 = -648571.063998
  nChanged 3
		SP:Iteration 39Q (1085.430000 sec): 3 clusters
  Score: Raw -651423.146203 + Penalty 2851.299680 = -648571.846523
  nChanged 4
		SP:Iteration 40F (1085.440000 sec): 3 clusters
  Score: Raw -651424.872863 + Penalty 2851.299680 = -648573.573182
  nChanged 2
		SP:Iteration 41Q (1085.460000 sec): 3 clusters
  Score: Raw -651425.592244 + Penalty 2851.299680 = -648574.292564
  nChanged 3
		SP:Iteration 42Q (1085.470000 sec): 3 clusters
  Score: Raw -651425.990017 + Penalty 2851.299680 = -648574.690336
  nChanged 2
		SP:Iteration 43Q (1085.490000 sec): 3 clusters
  Score: Raw -651426.236424 + Penalty 2851.299680 = -648574.936743
  nChanged 2
		SP:Iteration 44Q (1085.500000 sec): 3 clusters
  Score: Raw -651426.817161 + Penalty 2851.299680 = -648575.517481
  nChanged 4
		SP:Iteration 45Q (1085.510000 sec): 3 clusters
  Score: Raw -651427.482269 + Penalty 2851.299680 = -648576.182588
  nChanged 3
		SP:Iteration 46Q (1085.530000 sec): 3 clusters
  Score: Raw -651428.162478 + Penalty 2851.299680 = -648576.862798
  nChanged 1
		SP:Iteration 47Q (1085.540000 sec): 3 clusters
  Score: Raw -651428.236766 + Penalty 2851.299680 = -648576.937086
  nChanged 0
		SP:Iteration 48F (1085.550000 sec): 3 clusters
  Score: Raw -651428.236766 + Penalty 2851.299680 = -648576.937086
  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 8.67 GB.

 Trying to split cluster 17 (3166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1085.570000 sec): 2 clusters
  Score: Raw -313908.821384 + Penalty 1309.786439 = -312599.034945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1085.580000 sec): 3 clusters
  Score: Raw -312378.064716 + Penalty 2619.572878 = -309758.491838
  nChanged 1197
		SP:Iteration 1F (1085.590000 sec): 3 clusters
  Score: Raw -313194.812540 + Penalty 2619.572878 = -310575.239662
  nChanged 326
		SP:Iteration 2F (1085.600000 sec): 3 clusters
  Score: Raw -313572.817652 + Penalty 2619.572878 = -310953.244774
  nChanged 279
		SP:Iteration 3F (1085.610000 sec): 3 clusters
  Score: Raw -313900.652877 + Penalty 2619.572878 = -311281.079998
  nChanged 243
		SP:Iteration 4F (1085.610000 sec): 3 clusters
  Score: Raw -314132.380634 + Penalty 2619.572878 = -311512.807756
  nChanged 147
		SP:Iteration 5Q (1085.620000 sec): 3 clusters
  Score: Raw -314235.696777 + Penalty 2619.572878 = -311616.123899
  nChanged 106
		SP:Iteration 6Q (1085.630000 sec): 3 clusters
  Score: Raw -314305.077424 + Penalty 2619.572878 = -311685.504546
  nChanged 70
		SP:Iteration 7Q (1085.630000 sec): 3 clusters
  Score: Raw -314347.491232 + Penalty 2619.572878 = -311727.918354
  nChanged 58
		SP:Iteration 8Q (1085.640000 sec): 3 clusters
  Score: Raw -314385.087108 + Penalty 2619.572878 = -311765.514230
  nChanged 62
		SP:Iteration 9Q (1085.650000 sec): 3 clusters
  Score: Raw -314425.326357 + Penalty 2619.572878 = -311805.753479
  nChanged 50
		SP:Iteration 10Q (1085.660000 sec): 3 clusters
  Score: Raw -314457.112632 + Penalty 2619.572878 = -311837.539754
  nChanged 56
		SP:Iteration 11Q (1085.670000 sec): 3 clusters
  Score: Raw -314501.246376 + Penalty 2619.572878 = -311881.673498
  nChanged 56
		SP:Iteration 12Q (1085.670000 sec): 3 clusters
  Score: Raw -314571.157762 + Penalty 2619.572878 = -311951.584883
  nChanged 74
		SP:Iteration 13Q (1085.680000 sec): 3 clusters
  Score: Raw -314696.274526 + Penalty 2619.572878 = -312076.701647
  nChanged 76
		SP:Iteration 14Q (1085.690000 sec): 3 clusters
  Score: Raw -314791.163487 + Penalty 2619.572878 = -312171.590609
  nChanged 61
		SP:Iteration 15Q (1085.700000 sec): 3 clusters
  Score: Raw -314843.119773 + Penalty 2619.572878 = -312223.546895
  nChanged 32
		SP:Iteration 16Q (1085.700000 sec): 3 clusters
  Score: Raw -314859.043758 + Penalty 2619.572878 = -312239.470879
  nChanged 23
		SP:Iteration 17Q (1085.710000 sec): 3 clusters
  Score: Raw -314870.014459 + Penalty 2619.572878 = -312250.441581
  nChanged 13
		SP:Iteration 18Q (1085.720000 sec): 3 clusters
  Score: Raw -314876.146340 + Penalty 2619.572878 = -312256.573462
  nChanged 12
		SP:Iteration 19Q (1085.730000 sec): 3 clusters
  Score: Raw -314881.780089 + Penalty 2619.572878 = -312262.207211
  nChanged 18
		SP:Iteration 20F (1085.730000 sec): 3 clusters
  Score: Raw -314890.317206 + Penalty 2619.572878 = -312270.744328
  nChanged 20
		SP:Iteration 21Q (1085.740000 sec): 3 clusters
  Score: Raw -314899.104054 + Penalty 2619.572878 = -312279.531176
  nChanged 17
		SP:Iteration 22Q (1085.750000 sec): 3 clusters
  Score: Raw -314906.423285 + Penalty 2619.572878 = -312286.850407
  nChanged 14
		SP:Iteration 23Q (1085.750000 sec): 3 clusters
  Score: Raw -314912.110212 + Penalty 2619.572878 = -312292.537334
  nChanged 11
		SP:Iteration 24Q (1085.760000 sec): 3 clusters
  Score: Raw -314917.481748 + Penalty 2619.572878 = -312297.908870
  nChanged 8
		SP:Iteration 25Q (1085.770000 sec): 3 clusters
  Score: Raw -314922.630579 + Penalty 2619.572878 = -312303.057701
  nChanged 9
		SP:Iteration 26Q (1085.770000 sec): 3 clusters
  Score: Raw -314926.322985 + Penalty 2619.572878 = -312306.750107
  nChanged 7
		SP:Iteration 27Q (1085.780000 sec): 3 clusters
  Score: Raw -314930.155410 + Penalty 2619.572878 = -312310.582532
  nChanged 10
		SP:Iteration 28Q (1085.790000 sec): 3 clusters
  Score: Raw -314935.739531 + Penalty 2619.572878 = -312316.166653
  nChanged 9
		SP:Iteration 29Q (1085.790000 sec): 3 clusters
  Score: Raw -314940.188063 + Penalty 2619.572878 = -312320.615185
  nChanged 9
		SP:Iteration 30Q (1085.800000 sec): 3 clusters
  Score: Raw -314944.553561 + Penalty 2619.572878 = -312324.980683
  nChanged 6
		SP:Iteration 31Q (1085.810000 sec): 3 clusters
  Score: Raw -314946.933680 + Penalty 2619.572878 = -312327.360802
  nChanged 4
		SP:Iteration 32Q (1085.810000 sec): 3 clusters
  Score: Raw -314948.152464 + Penalty 2619.572878 = -312328.579585
  nChanged 2
		SP:Iteration 33Q (1085.820000 sec): 3 clusters
  Score: Raw -314949.275986 + Penalty 2619.572878 = -312329.703107
  nChanged 3
		SP:Iteration 34Q (1085.830000 sec): 3 clusters
  Score: Raw -314950.195979 + Penalty 2619.572878 = -312330.623101
  nChanged 2
		SP:Iteration 35Q (1085.830000 sec): 3 clusters
  Score: Raw -314950.808300 + Penalty 2619.572878 = -312331.235422
  nChanged 1
		SP:Iteration 36Q (1085.840000 sec): 3 clusters
  Score: Raw -314951.127394 + Penalty 2619.572878 = -312331.554516
  nChanged 1
		SP:Iteration 37Q (1085.850000 sec): 3 clusters
  Score: Raw -314951.379040 + Penalty 2619.572878 = -312331.806162
  nChanged 1
		SP:Iteration 38Q (1085.850000 sec): 3 clusters
  Score: Raw -314951.816158 + Penalty 2619.572878 = -312332.243280
  nChanged 3
		SP:Iteration 39Q (1085.860000 sec): 3 clusters
  Score: Raw -314952.772547 + Penalty 2619.572878 = -312333.199669
  nChanged 2
		SP:Iteration 40F (1085.870000 sec): 3 clusters
  Score: Raw -314953.380101 + Penalty 2619.572878 = -312333.807223
  nChanged 2
		SP:Iteration 41Q (1085.870000 sec): 3 clusters
  Score: Raw -314953.873901 + Penalty 2619.572878 = -312334.301023
  nChanged 1
		SP:Iteration 42Q (1085.880000 sec): 3 clusters
  Score: Raw -314954.095050 + Penalty 2619.572878 = -312334.522172
  nChanged 0
		SP:Iteration 43F (1085.890000 sec): 3 clusters
  Score: Raw -314954.095050 + Penalty 2619.572878 = -312334.522172
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (5189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1085.910000 sec): 2 clusters
  Score: Raw -463920.857965 + Penalty 1390.073145 = -462530.784819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1085.920000 sec): 3 clusters
  Score: Raw -461218.065586 + Penalty 2780.146291 = -458437.919295
  nChanged 2168
		SP:Iteration 1F (1085.930000 sec): 3 clusters
  Score: Raw -462608.987404 + Penalty 2780.146291 = -459828.841113
  nChanged 502
		SP:Iteration 2F (1085.950000 sec): 3 clusters
  Score: Raw -463094.464283 + Penalty 2780.146291 = -460314.317992
  nChanged 459
		SP:Iteration 3F (1085.960000 sec): 3 clusters
  Score: Raw -463659.994585 + Penalty 2780.146291 = -460879.848294
  nChanged 423
		SP:Iteration 4F (1085.970000 sec): 3 clusters
  Score: Raw -464236.217919 + Penalty 2780.146291 = -461456.071628
  nChanged 353
		SP:Iteration 5F (1085.990000 sec): 3 clusters
  Score: Raw -464636.264057 + Penalty 2780.146291 = -461856.117766
  nChanged 245
		SP:Iteration 6Q (1086.000000 sec): 3 clusters
  Score: Raw -465027.300314 + Penalty 2780.146291 = -462247.154023
  nChanged 193
		SP:Iteration 7Q (1086.010000 sec): 3 clusters
  Score: Raw -465226.650202 + Penalty 2780.146291 = -462446.503911
  nChanged 124
		SP:Iteration 8Q (1086.020000 sec): 3 clusters
  Score: Raw -465318.707447 + Penalty 2780.146291 = -462538.561156
  nChanged 85
		SP:Iteration 9Q (1086.030000 sec): 3 clusters
  Score: Raw -465372.984211 + Penalty 2780.146291 = -462592.837920
  nChanged 64
		SP:Iteration 10Q (1086.050000 sec): 3 clusters
  Score: Raw -465411.530385 + Penalty 2780.146291 = -462631.384094
  nChanged 62
		SP:Iteration 11Q (1086.060000 sec): 3 clusters
  Score: Raw -465444.322175 + Penalty 2780.146291 = -462664.175884
  nChanged 54
		SP:Iteration 12Q (1086.070000 sec): 3 clusters
  Score: Raw -465468.257142 + Penalty 2780.146291 = -462688.110851
  nChanged 42
		SP:Iteration 13Q (1086.080000 sec): 3 clusters
  Score: Raw -465487.277006 + Penalty 2780.146291 = -462707.130715
  nChanged 36
		SP:Iteration 14Q (1086.090000 sec): 3 clusters
  Score: Raw -465505.537941 + Penalty 2780.146291 = -462725.391650
  nChanged 27
		SP:Iteration 15Q (1086.110000 sec): 3 clusters
  Score: Raw -465518.000451 + Penalty 2780.146291 = -462737.854160
  nChanged 25
		SP:Iteration 16Q (1086.120000 sec): 3 clusters
  Score: Raw -465526.957662 + Penalty 2780.146291 = -462746.811371
  nChanged 22
		SP:Iteration 17Q (1086.130000 sec): 3 clusters
  Score: Raw -465532.791805 + Penalty 2780.146291 = -462752.645514
  nChanged 18
		SP:Iteration 18Q (1086.140000 sec): 3 clusters
  Score: Raw -465537.176588 + Penalty 2780.146291 = -462757.030297
  nChanged 14
		SP:Iteration 19Q (1086.150000 sec): 3 clusters
  Score: Raw -465540.389158 + Penalty 2780.146291 = -462760.242867
  nChanged 10
		SP:Iteration 20F (1086.170000 sec): 3 clusters
  Score: Raw -465543.556569 + Penalty 2780.146291 = -462763.410278
  nChanged 10
		SP:Iteration 21Q (1086.180000 sec): 3 clusters
  Score: Raw -465546.899145 + Penalty 2780.146291 = -462766.752854
  nChanged 10
		SP:Iteration 22Q (1086.190000 sec): 3 clusters
  Score: Raw -465549.668401 + Penalty 2780.146291 = -462769.522110
  nChanged 4
		SP:Iteration 23Q (1086.200000 sec): 3 clusters
  Score: Raw -465550.737666 + Penalty 2780.146291 = -462770.591375
  nChanged 4
		SP:Iteration 24Q (1086.210000 sec): 3 clusters
  Score: Raw -465551.912258 + Penalty 2780.146291 = -462771.765967
  nChanged 3
		SP:Iteration 25Q (1086.220000 sec): 3 clusters
  Score: Raw -465552.621369 + Penalty 2780.146291 = -462772.475078
  nChanged 4
		SP:Iteration 26Q (1086.230000 sec): 3 clusters
  Score: Raw -465553.786237 + Penalty 2780.146291 = -462773.639946
  nChanged 4
		SP:Iteration 27Q (1086.250000 sec): 3 clusters
  Score: Raw -465554.760304 + Penalty 2780.146291 = -462774.614013
  nChanged 4
		SP:Iteration 28Q (1086.260000 sec): 3 clusters
  Score: Raw -465555.684977 + Penalty 2780.146291 = -462775.538686
  nChanged 3
		SP:Iteration 29Q (1086.270000 sec): 3 clusters
  Score: Raw -465556.549060 + Penalty 2780.146291 = -462776.402769
  nChanged 7
		SP:Iteration 30Q (1086.280000 sec): 3 clusters
  Score: Raw -465557.943924 + Penalty 2780.146291 = -462777.797634
  nChanged 4
		SP:Iteration 31Q (1086.290000 sec): 3 clusters
  Score: Raw -465558.646858 + Penalty 2780.146291 = -462778.500567
  nChanged 3
		SP:Iteration 32Q (1086.310000 sec): 3 clusters
  Score: Raw -465559.254139 + Penalty 2780.146291 = -462779.107848
  nChanged 3
		SP:Iteration 33Q (1086.320000 sec): 3 clusters
  Score: Raw -465559.679932 + Penalty 2780.146291 = -462779.533641
  nChanged 4
		SP:Iteration 34Q (1086.330000 sec): 3 clusters
  Score: Raw -465560.684945 + Penalty 2780.146291 = -462780.538654
  nChanged 6
		SP:Iteration 35Q (1086.340000 sec): 3 clusters
  Score: Raw -465562.486390 + Penalty 2780.146291 = -462782.340100
  nChanged 5
		SP:Iteration 36Q (1086.350000 sec): 3 clusters
  Score: Raw -465564.677146 + Penalty 2780.146291 = -462784.530855
  nChanged 12
		SP:Iteration 37Q (1086.370000 sec): 3 clusters
  Score: Raw -465569.753048 + Penalty 2780.146291 = -462789.606757
  nChanged 12
		SP:Iteration 38Q (1086.380000 sec): 3 clusters
  Score: Raw -465574.534314 + Penalty 2780.146291 = -462794.388023
  nChanged 5
		SP:Iteration 39Q (1086.390000 sec): 3 clusters
  Score: Raw -465575.728942 + Penalty 2780.146291 = -462795.582651
  nChanged 3
		SP:Iteration 40F (1086.400000 sec): 3 clusters
  Score: Raw -465576.198797 + Penalty 2780.146291 = -462796.052506
  nChanged 1
		SP:Iteration 41Q (1086.410000 sec): 3 clusters
  Score: Raw -465576.279801 + Penalty 2780.146291 = -462796.133511
  nChanged 1
		SP:Iteration 42Q (1086.430000 sec): 3 clusters
  Score: Raw -465576.371162 + Penalty 2780.146291 = -462796.224872
  nChanged 1
		SP:Iteration 43Q (1086.440000 sec): 3 clusters
  Score: Raw -465576.478183 + Penalty 2780.146291 = -462796.331892
  nChanged 2
		SP:Iteration 44Q (1086.450000 sec): 3 clusters
  Score: Raw -465576.623945 + Penalty 2780.146291 = -462796.477654
  nChanged 0
		SP:Iteration 45F (1086.460000 sec): 3 clusters
  Score: Raw -465576.623945 + Penalty 2780.146291 = -462796.477654
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 19 (3750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1086.480000 sec): 2 clusters
  Score: Raw -367100.425313 + Penalty 1337.295557 = -365763.129756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1086.490000 sec): 3 clusters
  Score: Raw -365181.758811 + Penalty 2674.591114 = -362507.167697
  nChanged 1517
		SP:Iteration 1F (1086.500000 sec): 3 clusters
  Score: Raw -366122.479694 + Penalty 2674.591114 = -363447.888580
  nChanged 347
		SP:Iteration 2F (1086.510000 sec): 3 clusters
  Score: Raw -366398.256167 + Penalty 2674.591114 = -363723.665053
  nChanged 288
		SP:Iteration 3F (1086.520000 sec): 3 clusters
  Score: Raw -366674.596690 + Penalty 2674.591114 = -364000.005576
  nChanged 295
		SP:Iteration 4F (1086.530000 sec): 3 clusters
  Score: Raw -367007.641099 + Penalty 2674.591114 = -364333.049985
  nChanged 273
		SP:Iteration 5F (1086.540000 sec): 3 clusters
  Score: Raw -367342.739744 + Penalty 2674.591114 = -364668.148630
  nChanged 255
		SP:Iteration 6F (1086.550000 sec): 3 clusters
  Score: Raw -367690.127249 + Penalty 2674.591114 = -365015.536136
  nChanged 207
		SP:Iteration 7F (1086.560000 sec): 3 clusters
  Score: Raw -367932.975447 + Penalty 2674.591114 = -365258.384334
  nChanged 145
		SP:Iteration 8Q (1086.570000 sec): 3 clusters
  Score: Raw -368066.074109 + Penalty 2674.591114 = -365391.482995
  nChanged 107
		SP:Iteration 9Q (1086.580000 sec): 3 clusters
  Score: Raw -368151.643242 + Penalty 2674.591114 = -365477.052128
  nChanged 84
		SP:Iteration 10Q (1086.590000 sec): 3 clusters
  Score: Raw -368210.469226 + Penalty 2674.591114 = -365535.878113
  nChanged 57
		SP:Iteration 11Q (1086.590000 sec): 3 clusters
  Score: Raw -368255.715018 + Penalty 2674.591114 = -365581.123904
  nChanged 66
		SP:Iteration 12Q (1086.610000 sec): 3 clusters
  Score: Raw -368304.204791 + Penalty 2674.591114 = -365629.613678
  nChanged 52
		SP:Iteration 13Q (1086.610000 sec): 3 clusters
  Score: Raw -368336.927176 + Penalty 2674.591114 = -365662.336062
  nChanged 43
		SP:Iteration 14Q (1086.620000 sec): 3 clusters
  Score: Raw -368359.489140 + Penalty 2674.591114 = -365684.898026
  nChanged 45
		SP:Iteration 15Q (1086.630000 sec): 3 clusters
  Score: Raw -368385.345387 + Penalty 2674.591114 = -365710.754273
  nChanged 33
		SP:Iteration 16Q (1086.640000 sec): 3 clusters
  Score: Raw -368405.360973 + Penalty 2674.591114 = -365730.769860
  nChanged 37
		SP:Iteration 17Q (1086.650000 sec): 3 clusters
  Score: Raw -368428.846100 + Penalty 2674.591114 = -365754.254986
  nChanged 37
		SP:Iteration 18Q (1086.660000 sec): 3 clusters
  Score: Raw -368455.952670 + Penalty 2674.591114 = -365781.361557
  nChanged 50
		SP:Iteration 19Q (1086.670000 sec): 3 clusters
  Score: Raw -368489.766020 + Penalty 2674.591114 = -365815.174907
  nChanged 44
		SP:Iteration 20F (1086.680000 sec): 3 clusters
  Score: Raw -368533.285940 + Penalty 2674.591114 = -365858.694826
  nChanged 53
		SP:Iteration 21Q (1086.690000 sec): 3 clusters
  Score: Raw -368589.762835 + Penalty 2674.591114 = -365915.171721
  nChanged 61
		SP:Iteration 22Q (1086.690000 sec): 3 clusters
  Score: Raw -368642.639843 + Penalty 2674.591114 = -365968.048729
  nChanged 41
		SP:Iteration 23Q (1086.700000 sec): 3 clusters
  Score: Raw -368677.362938 + Penalty 2674.591114 = -366002.771824
  nChanged 23
		SP:Iteration 24Q (1086.710000 sec): 3 clusters
  Score: Raw -368690.649818 + Penalty 2674.591114 = -366016.058704
  nChanged 17
		SP:Iteration 25Q (1086.720000 sec): 3 clusters
  Score: Raw -368704.023056 + Penalty 2674.591114 = -366029.431942
  nChanged 13
		SP:Iteration 26Q (1086.730000 sec): 3 clusters
  Score: Raw -368712.548540 + Penalty 2674.591114 = -366037.957426
  nChanged 10
		SP:Iteration 27Q (1086.730000 sec): 3 clusters
  Score: Raw -368718.113084 + Penalty 2674.591114 = -366043.521970
  nChanged 7
		SP:Iteration 28Q (1086.740000 sec): 3 clusters
  Score: Raw -368721.280378 + Penalty 2674.591114 = -366046.689265
  nChanged 7
		SP:Iteration 29Q (1086.750000 sec): 3 clusters
  Score: Raw -368724.597190 + Penalty 2674.591114 = -366050.006077
  nChanged 4
		SP:Iteration 30Q (1086.760000 sec): 3 clusters
  Score: Raw -368727.106768 + Penalty 2674.591114 = -366052.515654
  nChanged 1
		SP:Iteration 31Q (1086.760000 sec): 3 clusters
  Score: Raw -368727.588836 + Penalty 2674.591114 = -366052.997722
  nChanged 1
		SP:Iteration 32Q (1086.770000 sec): 3 clusters
  Score: Raw -368727.795633 + Penalty 2674.591114 = -366053.204520
  nChanged 0
		SP:Iteration 33F (1086.780000 sec): 3 clusters
  Score: Raw -368727.795633 + Penalty 2674.591114 = -366053.204520
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 20 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1086.790000 sec): 2 clusters
  Score: Raw -37681.288370 + Penalty 986.869737 = -36694.418634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1086.790000 sec): 3 clusters
  Score: Raw -37758.068242 + Penalty 1973.739474 = -35784.328768
  nChanged 130
		SP:Iteration 1F (1086.790000 sec): 3 clusters
  Score: Raw -38045.884937 + Penalty 1973.739474 = -36072.145464
  nChanged 42
		SP:Iteration 2F (1086.790000 sec): 3 clusters
  Score: Raw -38222.554924 + Penalty 1973.739474 = -36248.815450
  nChanged 30
		SP:Iteration 3F (1086.790000 sec): 3 clusters
  Score: Raw -38305.850584 + Penalty 1973.739474 = -36332.111110
  nChanged 15
		SP:Iteration 4Q (1086.800000 sec): 3 clusters
  Score: Raw -38378.477397 + Penalty 1973.739474 = -36404.737923
  nChanged 13
		SP:Iteration 5Q (1086.800000 sec): 3 clusters
  Score: Raw -38446.408974 + Penalty 1973.739474 = -36472.669501
  nChanged 17
		SP:Iteration 6Q (1086.800000 sec): 3 clusters
  Score: Raw -38494.788843 + Penalty 1973.739474 = -36521.049370
  nChanged 11
		SP:Iteration 7Q (1086.800000 sec): 3 clusters
  Score: Raw -38548.883183 + Penalty 1973.739474 = -36575.143710
  nChanged 13
		SP:Iteration 8Q (1086.800000 sec): 3 clusters
  Score: Raw -38593.382363 + Penalty 1973.739474 = -36619.642890
  nChanged 4
		SP:Iteration 9Q (1086.800000 sec): 3 clusters
  Score: Raw -38602.576261 + Penalty 1973.739474 = -36628.836787
  nChanged 1
		SP:Iteration 10Q (1086.800000 sec): 3 clusters
  Score: Raw -38605.854470 + Penalty 1973.739474 = -36632.114996
  nChanged 1
		SP:Iteration 11Q (1086.800000 sec): 3 clusters
  Score: Raw -38613.023692 + Penalty 1973.739474 = -36639.284218
  nChanged 1
		SP:Iteration 12Q (1086.800000 sec): 3 clusters
  Score: Raw -38619.195128 + Penalty 1973.739474 = -36645.455654
  nChanged 3
		SP:Iteration 13Q (1086.810000 sec): 3 clusters
  Score: Raw -38635.337513 + Penalty 1973.739474 = -36661.598039
  nChanged 6
		SP:Iteration 14Q (1086.810000 sec): 3 clusters
  Score: Raw -38694.965950 + Penalty 1973.739474 = -36721.226477
  nChanged 5
		SP:Iteration 15Q (1086.810000 sec): 3 clusters
  Score: Raw -38733.617502 + Penalty 1973.739474 = -36759.878028
  nChanged 2
		SP:Iteration 16Q (1086.810000 sec): 3 clusters
  Score: Raw -38747.604853 + Penalty 1973.739474 = -36773.865380
  nChanged 1
		SP:Iteration 17Q (1086.810000 sec): 3 clusters
  Score: Raw -38748.958031 + Penalty 1973.739474 = -36775.218558
  nChanged 0
		SP:Iteration 18F (1086.810000 sec): 3 clusters
  Score: Raw -38765.923716 + Penalty 1973.739474 = -36792.184243
  nChanged 3
		SP:Iteration 19Q (1086.810000 sec): 3 clusters
  Score: Raw -38892.465539 + Penalty 1973.739474 = -36918.726065
  nChanged 3
		SP:Iteration 20F (1086.810000 sec): 3 clusters
  Score: Raw -38932.117545 + Penalty 1973.739474 = -36958.378072
  nChanged 2
		SP:Iteration 21Q (1086.810000 sec): 3 clusters
  Score: Raw -38956.118838 + Penalty 1973.739474 = -36982.379365
  nChanged 2
		SP:Iteration 22Q (1086.810000 sec): 3 clusters
  Score: Raw -38965.999505 + Penalty 1973.739474 = -36992.260032
  nChanged 2
		SP:Iteration 23Q (1086.810000 sec): 3 clusters
  Score: Raw -38971.536160 + Penalty 1973.739474 = -36997.796686
  nChanged 0
		SP:Iteration 24F (1086.810000 sec): 3 clusters
  Score: Raw -38971.536160 + Penalty 1973.739474 = -36997.796686
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 21 (26023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1086.910000 sec): 2 clusters
  Score: Raw -2702532.261689 + Penalty 1652.094607 = -2700880.167082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1086.970000 sec): 3 clusters
  Score: Raw -2686790.161994 + Penalty 3304.189213 = -2683485.972781
  nChanged 11838
		SP:Iteration 1F (1087.050000 sec): 3 clusters
  Score: Raw -2695482.517910 + Penalty 3304.189213 = -2692178.328696
  nChanged 2689
		SP:Iteration 2F (1087.110000 sec): 3 clusters
  Score: Raw -2698243.171053 + Penalty 3304.189213 = -2694938.981840
  nChanged 2645
		SP:Iteration 3F (1087.190000 sec): 3 clusters
  Score: Raw -2700685.702839 + Penalty 3304.189213 = -2697381.513625
  nChanged 1967
		SP:Iteration 4F (1087.250000 sec): 3 clusters
  Score: Raw -2702012.932530 + Penalty 3304.189213 = -2698708.743317
  nChanged 1210
		SP:Iteration 5Q (1087.330000 sec): 3 clusters
  Score: Raw -2702501.655473 + Penalty 3304.189213 = -2699197.466259
  nChanged 651
		SP:Iteration 6Q (1087.400000 sec): 3 clusters
  Score: Raw -2702682.949748 + Penalty 3304.189213 = -2699378.760534
  nChanged 408
		SP:Iteration 7Q (1087.470000 sec): 3 clusters
  Score: Raw -2702773.239416 + Penalty 3304.189213 = -2699469.050203
  nChanged 272
		SP:Iteration 8Q (1087.540000 sec): 3 clusters
  Score: Raw -2702824.201338 + Penalty 3304.189213 = -2699520.012125
  nChanged 214
		SP:Iteration 9Q (1087.610000 sec): 3 clusters
  Score: Raw -2702856.483330 + Penalty 3304.189213 = -2699552.294117
  nChanged 174
		SP:Iteration 10Q (1087.680000 sec): 3 clusters
  Score: Raw -2702886.438204 + Penalty 3304.189213 = -2699582.248990
  nChanged 180
		SP:Iteration 11Q (1087.750000 sec): 3 clusters
  Score: Raw -2702919.248125 + Penalty 3304.189213 = -2699615.058911
  nChanged 158
		SP:Iteration 12Q (1087.820000 sec): 3 clusters
  Score: Raw -2702945.817357 + Penalty 3304.189213 = -2699641.628144
  nChanged 151
		SP:Iteration 13Q (1087.890000 sec): 3 clusters
  Score: Raw -2702968.560831 + Penalty 3304.189213 = -2699664.371618
  nChanged 127
		SP:Iteration 14Q (1087.970000 sec): 3 clusters
  Score: Raw -2702987.140846 + Penalty 3304.189213 = -2699682.951632
  nChanged 139
		SP:Iteration 15Q (1088.040000 sec): 3 clusters
  Score: Raw -2703007.773508 + Penalty 3304.189213 = -2699703.584295
  nChanged 128
		SP:Iteration 16Q (1088.110000 sec): 3 clusters
  Score: Raw -2703025.670578 + Penalty 3304.189213 = -2699721.481365
  nChanged 137
		SP:Iteration 17Q (1088.190000 sec): 3 clusters
  Score: Raw -2703042.667930 + Penalty 3304.189213 = -2699738.478716
  nChanged 128
		SP:Iteration 18Q (1088.260000 sec): 3 clusters
  Score: Raw -2703059.088354 + Penalty 3304.189213 = -2699754.899141
  nChanged 113
		SP:Iteration 19Q (1088.330000 sec): 3 clusters
  Score: Raw -2703073.545382 + Penalty 3304.189213 = -2699769.356168
  nChanged 101
		SP:Iteration 20F (1088.400000 sec): 3 clusters
  Score: Raw -2703084.999424 + Penalty 3304.189213 = -2699780.810210
  nChanged 94
		SP:Iteration 21Q (1088.470000 sec): 3 clusters
  Score: Raw -2703095.895047 + Penalty 3304.189213 = -2699791.705833
  nChanged 88
		SP:Iteration 22Q (1088.540000 sec): 3 clusters
  Score: Raw -2703105.535904 + Penalty 3304.189213 = -2699801.346690
  nChanged 76
		SP:Iteration 23Q (1088.610000 sec): 3 clusters
  Score: Raw -2703112.881879 + Penalty 3304.189213 = -2699808.692666
  nChanged 64
		SP:Iteration 24Q (1088.680000 sec): 3 clusters
  Score: Raw -2703118.971261 + Penalty 3304.189213 = -2699814.782047
  nChanged 64
		SP:Iteration 25Q (1088.750000 sec): 3 clusters
  Score: Raw -2703126.153226 + Penalty 3304.189213 = -2699821.964012
  nChanged 76
		SP:Iteration 26Q (1088.830000 sec): 3 clusters
  Score: Raw -2703135.230465 + Penalty 3304.189213 = -2699831.041252
  nChanged 76
		SP:Iteration 27Q (1088.900000 sec): 3 clusters
  Score: Raw -2703145.014621 + Penalty 3304.189213 = -2699840.825408
  nChanged 74
		SP:Iteration 28Q (1088.970000 sec): 3 clusters
  Score: Raw -2703153.561927 + Penalty 3304.189213 = -2699849.372713
  nChanged 76
		SP:Iteration 29Q (1089.050000 sec): 3 clusters
  Score: Raw -2703162.135505 + Penalty 3304.189213 = -2699857.946291
  nChanged 66
		SP:Iteration 30Q (1089.120000 sec): 3 clusters
  Score: Raw -2703169.902531 + Penalty 3304.189213 = -2699865.713317
  nChanged 64
		SP:Iteration 31Q (1089.200000 sec): 3 clusters
  Score: Raw -2703176.641814 + Penalty 3304.189213 = -2699872.452600
  nChanged 58
		SP:Iteration 32Q (1089.270000 sec): 3 clusters
  Score: Raw -2703182.061369 + Penalty 3304.189213 = -2699877.872155
  nChanged 56
		SP:Iteration 33Q (1089.350000 sec): 3 clusters
  Score: Raw -2703187.697576 + Penalty 3304.189213 = -2699883.508362
  nChanged 57
		SP:Iteration 34Q (1089.420000 sec): 3 clusters
  Score: Raw -2703193.073482 + Penalty 3304.189213 = -2699888.884268
  nChanged 48
		SP:Iteration 35Q (1089.490000 sec): 3 clusters
  Score: Raw -2703197.689719 + Penalty 3304.189213 = -2699893.500505
  nChanged 47
		SP:Iteration 36Q (1089.560000 sec): 3 clusters
  Score: Raw -2703202.113996 + Penalty 3304.189213 = -2699897.924783
  nChanged 44
		SP:Iteration 37Q (1089.630000 sec): 3 clusters
  Score: Raw -2703206.187754 + Penalty 3304.189213 = -2699901.998540
  nChanged 29
		SP:Iteration 38Q (1089.710000 sec): 3 clusters
  Score: Raw -2703208.897727 + Penalty 3304.189213 = -2699904.708514
  nChanged 30
		SP:Iteration 39Q (1089.780000 sec): 3 clusters
  Score: Raw -2703211.612470 + Penalty 3304.189213 = -2699907.423256
  nChanged 35
		SP:Iteration 40F (1089.850000 sec): 3 clusters
  Score: Raw -2703214.839632 + Penalty 3304.189213 = -2699910.650418
  nChanged 38
		SP:Iteration 41Q (1089.930000 sec): 3 clusters
  Score: Raw -2703218.817200 + Penalty 3304.189213 = -2699914.627986
  nChanged 40
		SP:Iteration 42Q (1090.000000 sec): 3 clusters
  Score: Raw -2703223.134693 + Penalty 3304.189213 = -2699918.945480
  nChanged 41
		SP:Iteration 43Q (1090.070000 sec): 3 clusters
  Score: Raw -2703226.825170 + Penalty 3304.189213 = -2699922.635956
  nChanged 29
		SP:Iteration 44Q (1090.140000 sec): 3 clusters
  Score: Raw -2703229.589452 + Penalty 3304.189213 = -2699925.400238
  nChanged 26
		SP:Iteration 45Q (1090.210000 sec): 3 clusters
  Score: Raw -2703232.651364 + Penalty 3304.189213 = -2699928.462151
  nChanged 29
		SP:Iteration 46Q (1090.280000 sec): 3 clusters
  Score: Raw -2703235.582180 + Penalty 3304.189213 = -2699931.392967
  nChanged 25
		SP:Iteration 47Q (1090.350000 sec): 3 clusters
  Score: Raw -2703237.830999 + Penalty 3304.189213 = -2699933.641786
  nChanged 25
		SP:Iteration 48Q (1090.420000 sec): 3 clusters
  Score: Raw -2703240.109717 + Penalty 3304.189213 = -2699935.920503
  nChanged 26
		SP:Iteration 49Q (1090.500000 sec): 3 clusters
  Score: Raw -2703243.032023 + Penalty 3304.189213 = -2699938.842809
  nChanged 31
		SP:Iteration 50Q (1090.570000 sec): 3 clusters
  Score: Raw -2703246.017526 + Penalty 3304.189213 = -2699941.828312
  nChanged 20
		SP:Iteration 51Q (1090.640000 sec): 3 clusters
  Score: Raw -2703247.530305 + Penalty 3304.189213 = -2699943.341091
  nChanged 11
		SP:Iteration 52Q (1090.710000 sec): 3 clusters
  Score: Raw -2703248.238822 + Penalty 3304.189213 = -2699944.049608
  nChanged 14
		SP:Iteration 53Q (1090.790000 sec): 3 clusters
  Score: Raw -2703249.204819 + Penalty 3304.189213 = -2699945.015606
  nChanged 9
		SP:Iteration 54Q (1090.850000 sec): 3 clusters
  Score: Raw -2703249.601875 + Penalty 3304.189213 = -2699945.412662
  nChanged 4
		SP:Iteration 55Q (1090.930000 sec): 3 clusters
  Score: Raw -2703249.805327 + Penalty 3304.189213 = -2699945.616114
  nChanged 3
		SP:Iteration 56Q (1090.990000 sec): 3 clusters
  Score: Raw -2703249.923189 + Penalty 3304.189213 = -2699945.733975
  nChanged 0
		SP:Iteration 57F (1091.070000 sec): 3 clusters
  Score: Raw -2703249.923189 + Penalty 3304.189213 = -2699945.733975
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (112315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1091.440000 sec): 2 clusters
  Score: Raw -11292954.487725 + Penalty 1889.722689 = -11291064.765036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1091.760000 sec): 3 clusters
  Score: Raw -11219618.941184 + Penalty 3779.445378 = -11215839.495806
  nChanged 53664
		SP:Iteration 1F (1092.070000 sec): 3 clusters
  Score: Raw -11251804.567058 + Penalty 3779.445378 = -11248025.121680
  nChanged 4879
		SP:Iteration 2Q (1092.390000 sec): 3 clusters
  Score: Raw -11253618.866256 + Penalty 3779.445378 = -11249839.420878
  nChanged 5854
		SP:Iteration 3F (1092.700000 sec): 3 clusters
  Score: Raw -11256434.203338 + Penalty 3779.445378 = -11252654.757960
  nChanged 6954
		SP:Iteration 4F (1093.010000 sec): 3 clusters
  Score: Raw -11260376.134374 + Penalty 3779.445378 = -11256596.688996
  nChanged 7809
		SP:Iteration 5F (1093.330000 sec): 3 clusters
  Score: Raw -11265572.365844 + Penalty 3779.445378 = -11261792.920466
  nChanged 7891
		SP:Iteration 6F (1093.650000 sec): 3 clusters
  Score: Raw -11271319.086290 + Penalty 3779.445378 = -11267539.640912
  nChanged 7037
		SP:Iteration 7F (1093.960000 sec): 3 clusters
  Score: Raw -11276548.929040 + Penalty 3779.445378 = -11272769.483662
  nChanged 5592
		SP:Iteration 8Q (1094.280000 sec): 3 clusters
  Score: Raw -11280788.231027 + Penalty 3779.445378 = -11277008.785648
  nChanged 4416
		SP:Iteration 9Q (1094.590000 sec): 3 clusters
  Score: Raw -11284155.959679 + Penalty 3779.445378 = -11280376.514301
  nChanged 3311
		SP:Iteration 10Q (1094.890000 sec): 3 clusters
  Score: Raw -11286670.915022 + Penalty 3779.445378 = -11282891.469644
  nChanged 2425
		SP:Iteration 11Q (1095.170000 sec): 3 clusters
  Score: Raw -11288500.895549 + Penalty 3779.445378 = -11284721.450171
  nChanged 1743
		SP:Iteration 12Q (1095.430000 sec): 3 clusters
  Score: Raw -11289732.753029 + Penalty 3779.445378 = -11285953.307651
  nChanged 1308
		SP:Iteration 13Q (1095.690000 sec): 3 clusters
  Score: Raw -11290628.892206 + Penalty 3779.445378 = -11286849.446828
  nChanged 1040
		SP:Iteration 14Q (1095.940000 sec): 3 clusters
  Score: Raw -11291355.549353 + Penalty 3779.445378 = -11287576.103975
  nChanged 785
		SP:Iteration 15Q (1096.170000 sec): 3 clusters
  Score: Raw -11291916.763501 + Penalty 3779.445378 = -11288137.318122
  nChanged 599
		SP:Iteration 16Q (1096.410000 sec): 3 clusters
  Score: Raw -11292349.963523 + Penalty 3779.445378 = -11288570.518145
  nChanged 389
		SP:Iteration 17Q (1096.640000 sec): 3 clusters
  Score: Raw -11292638.858037 + Penalty 3779.445378 = -11288859.412659
  nChanged 275
		SP:Iteration 18Q (1096.860000 sec): 3 clusters
  Score: Raw -11292842.303176 + Penalty 3779.445378 = -11289062.857798
  nChanged 155
		SP:Iteration 19Q (1097.080000 sec): 3 clusters
  Score: Raw -11292952.794065 + Penalty 3779.445378 = -11289173.348686
  nChanged 79
		SP:Iteration 20F (1097.380000 sec): 3 clusters
  Score: Raw -11293016.250140 + Penalty 3779.445378 = -11289236.804761
  nChanged 56
		SP:Iteration 21Q (1097.610000 sec): 3 clusters
  Score: Raw -11293056.969160 + Penalty 3779.445378 = -11289277.523782
  nChanged 35
		SP:Iteration 22Q (1097.830000 sec): 3 clusters
  Score: Raw -11293090.074407 + Penalty 3779.445378 = -11289310.629028
  nChanged 23
		SP:Iteration 23Q (1098.060000 sec): 3 clusters
  Score: Raw -11293109.385875 + Penalty 3779.445378 = -11289329.940496
  nChanged 19
		SP:Iteration 24Q (1098.280000 sec): 3 clusters
  Score: Raw -11293130.178234 + Penalty 3779.445378 = -11289350.732855
  nChanged 13
		SP:Iteration 25Q (1098.500000 sec): 3 clusters
  Score: Raw -11293138.388952 + Penalty 3779.445378 = -11289358.943574
  nChanged 8
		SP:Iteration 26Q (1098.740000 sec): 3 clusters
  Score: Raw -11293144.375659 + Penalty 3779.445378 = -11289364.930281
  nChanged 5
		SP:Iteration 27Q (1098.960000 sec): 3 clusters
  Score: Raw -11293147.723063 + Penalty 3779.445378 = -11289368.277684
  nChanged 4
		SP:Iteration 28Q (1099.180000 sec): 3 clusters
  Score: Raw -11293150.295561 + Penalty 3779.445378 = -11289370.850183
  nChanged 6
		SP:Iteration 29Q (1099.410000 sec): 3 clusters
  Score: Raw -11293156.249899 + Penalty 3779.445378 = -11289376.804520
  nChanged 6
		SP:Iteration 30Q (1099.620000 sec): 3 clusters
  Score: Raw -11293160.733390 + Penalty 3779.445378 = -11289381.288011
  nChanged 3
		SP:Iteration 31Q (1099.870000 sec): 3 clusters
  Score: Raw -11293161.969858 + Penalty 3779.445378 = -11289382.524479
  nChanged 2
		SP:Iteration 32Q (1100.100000 sec): 3 clusters
  Score: Raw -11293166.383493 + Penalty 3779.445378 = -11289386.938115
  nChanged 5
		SP:Iteration 33Q (1100.320000 sec): 3 clusters
  Score: Raw -11293169.736894 + Penalty 3779.445378 = -11289390.291516
  nChanged 1
		SP:Iteration 34Q (1100.550000 sec): 3 clusters
  Score: Raw -11293170.898111 + Penalty 3779.445378 = -11289391.452733
  nChanged 5
		SP:Iteration 35Q (1100.790000 sec): 3 clusters
  Score: Raw -11293175.621133 + Penalty 3779.445378 = -11289396.175754
  nChanged 7
		SP:Iteration 36Q (1101.010000 sec): 3 clusters
  Score: Raw -11293181.722563 + Penalty 3779.445378 = -11289402.277185
  nChanged 5
		SP:Iteration 37Q (1101.220000 sec): 3 clusters
  Score: Raw -11293187.561708 + Penalty 3779.445378 = -11289408.116330
  nChanged 3
		SP:Iteration 38Q (1101.440000 sec): 3 clusters
  Score: Raw -11293192.222134 + Penalty 3779.445378 = -11289412.776756
  nChanged 4
		SP:Iteration 39Q (1101.660000 sec): 3 clusters
  Score: Raw -11293198.420614 + Penalty 3779.445378 = -11289418.975235
  nChanged 3
		SP:Iteration 40F (1101.970000 sec): 3 clusters
  Score: Raw -11293200.944584 + Penalty 3779.445378 = -11289421.499205
  nChanged 4
		SP:Iteration 41Q (1102.190000 sec): 3 clusters
  Score: Raw -11293205.446984 + Penalty 3779.445378 = -11289426.001605
  nChanged 4
		SP:Iteration 42Q (1102.400000 sec): 3 clusters
  Score: Raw -11293209.808781 + Penalty 3779.445378 = -11289430.363403
  nChanged 5
		SP:Iteration 43Q (1102.620000 sec): 3 clusters
  Score: Raw -11293213.954951 + Penalty 3779.445378 = -11289434.509573
  nChanged 3
		SP:Iteration 44Q (1102.840000 sec): 3 clusters
  Score: Raw -11293215.817063 + Penalty 3779.445378 = -11289436.371684
  nChanged 2
		SP:Iteration 45Q (1103.060000 sec): 3 clusters
  Score: Raw -11293217.918264 + Penalty 3779.445378 = -11289438.472886
  nChanged 3
		SP:Iteration 46Q (1103.280000 sec): 3 clusters
  Score: Raw -11293220.832305 + Penalty 3779.445378 = -11289441.386927
  nChanged 0
		SP:Iteration 47F (1103.580000 sec): 3 clusters
  Score: Raw -11293220.832305 + Penalty 3779.445378 = -11289441.386927
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (11785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1103.690000 sec): 2 clusters
  Score: Raw -1214215.747114 + Penalty 1523.369707 = -1212692.377406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1103.720000 sec): 3 clusters
  Score: Raw -1207294.242713 + Penalty 3046.739415 = -1204247.503298
  nChanged 5251
		SP:Iteration 1F (1103.750000 sec): 3 clusters
  Score: Raw -1210219.956016 + Penalty 3046.739415 = -1207173.216601
  nChanged 696
		SP:Iteration 2F (1103.780000 sec): 3 clusters
  Score: Raw -1210504.273781 + Penalty 3046.739415 = -1207457.534366
  nChanged 586
		SP:Iteration 3Q (1103.810000 sec): 3 clusters
  Score: Raw -1210762.650479 + Penalty 3046.739415 = -1207715.911064
  nChanged 541
		SP:Iteration 4Q (1103.840000 sec): 3 clusters
  Score: Raw -1211009.098662 + Penalty 3046.739415 = -1207962.359247
  nChanged 482
		SP:Iteration 5Q (1103.880000 sec): 3 clusters
  Score: Raw -1211223.507077 + Penalty 3046.739415 = -1208176.767662
  nChanged 466
		SP:Iteration 6Q (1103.910000 sec): 3 clusters
  Score: Raw -1211431.431459 + Penalty 3046.739415 = -1208384.692044
  nChanged 438
		SP:Iteration 7Q (1103.940000 sec): 3 clusters
  Score: Raw -1211641.185805 + Penalty 3046.739415 = -1208594.446390
  nChanged 396
		SP:Iteration 8Q (1103.970000 sec): 3 clusters
  Score: Raw -1211840.157676 + Penalty 3046.739415 = -1208793.418261
  nChanged 431
		SP:Iteration 9Q (1104.000000 sec): 3 clusters
  Score: Raw -1212065.552653 + Penalty 3046.739415 = -1209018.813238
  nChanged 430
		SP:Iteration 10Q (1104.030000 sec): 3 clusters
  Score: Raw -1212276.981144 + Penalty 3046.739415 = -1209230.241729
  nChanged 380
		SP:Iteration 11Q (1104.060000 sec): 3 clusters
  Score: Raw -1212464.724133 + Penalty 3046.739415 = -1209417.984718
  nChanged 369
		SP:Iteration 12Q (1104.090000 sec): 3 clusters
  Score: Raw -1212641.873379 + Penalty 3046.739415 = -1209595.133964
  nChanged 338
		SP:Iteration 13Q (1104.120000 sec): 3 clusters
  Score: Raw -1212815.264162 + Penalty 3046.739415 = -1209768.524747
  nChanged 336
		SP:Iteration 14Q (1104.150000 sec): 3 clusters
  Score: Raw -1212980.437518 + Penalty 3046.739415 = -1209933.698103
  nChanged 312
		SP:Iteration 15Q (1104.180000 sec): 3 clusters
  Score: Raw -1213144.715321 + Penalty 3046.739415 = -1210097.975906
  nChanged 331
		SP:Iteration 16Q (1104.200000 sec): 3 clusters
  Score: Raw -1213325.227227 + Penalty 3046.739415 = -1210278.487812
  nChanged 297
		SP:Iteration 17Q (1104.230000 sec): 3 clusters
  Score: Raw -1213488.360373 + Penalty 3046.739415 = -1210441.620958
  nChanged 279
		SP:Iteration 18Q (1104.260000 sec): 3 clusters
  Score: Raw -1213658.839469 + Penalty 3046.739415 = -1210612.100054
  nChanged 247
		SP:Iteration 19Q (1104.290000 sec): 3 clusters
  Score: Raw -1213815.083965 + Penalty 3046.739415 = -1210768.344550
  nChanged 193
		SP:Iteration 20F (1104.320000 sec): 3 clusters
  Score: Raw -1213937.126018 + Penalty 3046.739415 = -1210890.386603
  nChanged 155
		SP:Iteration 21Q (1104.340000 sec): 3 clusters
  Score: Raw -1214026.339643 + Penalty 3046.739415 = -1210979.600228
  nChanged 117
		SP:Iteration 22Q (1104.370000 sec): 3 clusters
  Score: Raw -1214098.529336 + Penalty 3046.739415 = -1211051.789921
  nChanged 97
		SP:Iteration 23Q (1104.400000 sec): 3 clusters
  Score: Raw -1214154.601002 + Penalty 3046.739415 = -1211107.861587
  nChanged 79
		SP:Iteration 24Q (1104.420000 sec): 3 clusters
  Score: Raw -1214205.814794 + Penalty 3046.739415 = -1211159.075379
  nChanged 63
		SP:Iteration 25Q (1104.440000 sec): 3 clusters
  Score: Raw -1214244.340418 + Penalty 3046.739415 = -1211197.601003
  nChanged 50
		SP:Iteration 26Q (1104.470000 sec): 3 clusters
  Score: Raw -1214279.324889 + Penalty 3046.739415 = -1211232.585474
  nChanged 41
		SP:Iteration 27Q (1104.500000 sec): 3 clusters
  Score: Raw -1214306.050300 + Penalty 3046.739415 = -1211259.310885
  nChanged 29
		SP:Iteration 28Q (1104.520000 sec): 3 clusters
  Score: Raw -1214323.850822 + Penalty 3046.739415 = -1211277.111407
  nChanged 17
		SP:Iteration 29Q (1104.540000 sec): 3 clusters
  Score: Raw -1214339.271214 + Penalty 3046.739415 = -1211292.531799
  nChanged 22
		SP:Iteration 30Q (1104.570000 sec): 3 clusters
  Score: Raw -1214355.182912 + Penalty 3046.739415 = -1211308.443497
  nChanged 15
		SP:Iteration 31Q (1104.590000 sec): 3 clusters
  Score: Raw -1214366.537045 + Penalty 3046.739415 = -1211319.797630
  nChanged 14
		SP:Iteration 32Q (1104.610000 sec): 3 clusters
  Score: Raw -1214377.835487 + Penalty 3046.739415 = -1211331.096072
  nChanged 20
		SP:Iteration 33Q (1104.630000 sec): 3 clusters
  Score: Raw -1214390.381128 + Penalty 3046.739415 = -1211343.641713
  nChanged 12
		SP:Iteration 34Q (1104.660000 sec): 3 clusters
  Score: Raw -1214399.636524 + Penalty 3046.739415 = -1211352.897109
  nChanged 9
		SP:Iteration 35Q (1104.680000 sec): 3 clusters
  Score: Raw -1214404.281983 + Penalty 3046.739415 = -1211357.542568
  nChanged 4
		SP:Iteration 36Q (1104.700000 sec): 3 clusters
  Score: Raw -1214405.946493 + Penalty 3046.739415 = -1211359.207078
  nChanged 6
		SP:Iteration 37Q (1104.720000 sec): 3 clusters
  Score: Raw -1214407.621070 + Penalty 3046.739415 = -1211360.881655
  nChanged 1
		SP:Iteration 38Q (1104.740000 sec): 3 clusters
  Score: Raw -1214408.301038 + Penalty 3046.739415 = -1211361.561623
  nChanged 2
		SP:Iteration 39Q (1104.760000 sec): 3 clusters
  Score: Raw -1214409.322586 + Penalty 3046.739415 = -1211362.583171
  nChanged 3
		SP:Iteration 40F (1104.800000 sec): 3 clusters
  Score: Raw -1214410.745770 + Penalty 3046.739415 = -1211364.006355
  nChanged 3
		SP:Iteration 41Q (1104.820000 sec): 3 clusters
  Score: Raw -1214412.855723 + Penalty 3046.739415 = -1211366.116308
  nChanged 3
		SP:Iteration 42Q (1104.840000 sec): 3 clusters
  Score: Raw -1214414.744859 + Penalty 3046.739415 = -1211368.005444
  nChanged 3
		SP:Iteration 43Q (1104.860000 sec): 3 clusters
  Score: Raw -1214416.360729 + Penalty 3046.739415 = -1211369.621314
  nChanged 1
		SP:Iteration 44Q (1104.880000 sec): 3 clusters
  Score: Raw -1214416.876157 + Penalty 3046.739415 = -1211370.136742
  nChanged 1
		SP:Iteration 45Q (1104.910000 sec): 3 clusters
  Score: Raw -1214417.708488 + Penalty 3046.739415 = -1211370.969073
  nChanged 1
		SP:Iteration 46Q (1104.930000 sec): 3 clusters
  Score: Raw -1214418.669357 + Penalty 3046.739415 = -1211371.929942
  nChanged 0
		SP:Iteration 47F (1104.960000 sec): 3 clusters
  Score: Raw -1214418.669357 + Penalty 3046.739415 = -1211371.929942
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 24 (14518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1105.000000 sec): 2 clusters
  Score: Raw -1467993.189201 + Penalty 1557.260987 = -1466435.928214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1105.040000 sec): 3 clusters
  Score: Raw -1459472.896591 + Penalty 3114.521975 = -1456358.374616
  nChanged 6487
		SP:Iteration 1F (1105.080000 sec): 3 clusters
  Score: Raw -1463350.883328 + Penalty 3114.521975 = -1460236.361353
  nChanged 1219
		SP:Iteration 2F (1105.120000 sec): 3 clusters
  Score: Raw -1464335.741613 + Penalty 3114.521975 = -1461221.219638
  nChanged 1353
		SP:Iteration 3F (1105.160000 sec): 3 clusters
  Score: Raw -1465636.662843 + Penalty 3114.521975 = -1462522.140868
  nChanged 1273
		SP:Iteration 4F (1105.200000 sec): 3 clusters
  Score: Raw -1466716.797629 + Penalty 3114.521975 = -1463602.275655
  nChanged 1017
		SP:Iteration 5F (1105.230000 sec): 3 clusters
  Score: Raw -1467375.389947 + Penalty 3114.521975 = -1464260.867972
  nChanged 680
		SP:Iteration 6Q (1105.270000 sec): 3 clusters
  Score: Raw -1467727.691777 + Penalty 3114.521975 = -1464613.169802
  nChanged 444
		SP:Iteration 7Q (1105.310000 sec): 3 clusters
  Score: Raw -1467933.057548 + Penalty 3114.521975 = -1464818.535573
  nChanged 316
		SP:Iteration 8Q (1105.350000 sec): 3 clusters
  Score: Raw -1468071.853612 + Penalty 3114.521975 = -1464957.331637
  nChanged 254
		SP:Iteration 9Q (1105.380000 sec): 3 clusters
  Score: Raw -1468180.598381 + Penalty 3114.521975 = -1465066.076406
  nChanged 209
		SP:Iteration 10Q (1105.420000 sec): 3 clusters
  Score: Raw -1468273.326806 + Penalty 3114.521975 = -1465158.804831
  nChanged 190
		SP:Iteration 11Q (1105.460000 sec): 3 clusters
  Score: Raw -1468348.780055 + Penalty 3114.521975 = -1465234.258080
  nChanged 155
		SP:Iteration 12Q (1105.500000 sec): 3 clusters
  Score: Raw -1468407.299114 + Penalty 3114.521975 = -1465292.777139
  nChanged 138
		SP:Iteration 13Q (1105.540000 sec): 3 clusters
  Score: Raw -1468468.504189 + Penalty 3114.521975 = -1465353.982214
  nChanged 143
		SP:Iteration 14Q (1105.580000 sec): 3 clusters
  Score: Raw -1468544.931327 + Penalty 3114.521975 = -1465430.409352
  nChanged 152
		SP:Iteration 15Q (1105.620000 sec): 3 clusters
  Score: Raw -1468628.779491 + Penalty 3114.521975 = -1465514.257516
  nChanged 166
		SP:Iteration 16Q (1105.650000 sec): 3 clusters
  Score: Raw -1468730.879543 + Penalty 3114.521975 = -1465616.357568
  nChanged 180
		SP:Iteration 17Q (1105.690000 sec): 3 clusters
  Score: Raw -1468873.301345 + Penalty 3114.521975 = -1465758.779370
  nChanged 213
		SP:Iteration 18Q (1105.730000 sec): 3 clusters
  Score: Raw -1469077.002024 + Penalty 3114.521975 = -1465962.480049
  nChanged 223
		SP:Iteration 19Q (1105.760000 sec): 3 clusters
  Score: Raw -1469336.350578 + Penalty 3114.521975 = -1466221.828603
  nChanged 216
		SP:Iteration 20F (1105.800000 sec): 3 clusters
  Score: Raw -1469595.091944 + Penalty 3114.521975 = -1466480.569969
  nChanged 166
		SP:Iteration 21Q (1105.840000 sec): 3 clusters
  Score: Raw -1469749.211882 + Penalty 3114.521975 = -1466634.689908
  nChanged 112
		SP:Iteration 22Q (1105.860000 sec): 3 clusters
  Score: Raw -1469850.959755 + Penalty 3114.521975 = -1466736.437780
  nChanged 95
		SP:Iteration 23Q (1105.900000 sec): 3 clusters
  Score: Raw -1469925.951170 + Penalty 3114.521975 = -1466811.429195
  nChanged 69
		SP:Iteration 24Q (1105.930000 sec): 3 clusters
  Score: Raw -1469971.726120 + Penalty 3114.521975 = -1466857.204145
  nChanged 57
		SP:Iteration 25Q (1105.960000 sec): 3 clusters
  Score: Raw -1470005.416001 + Penalty 3114.521975 = -1466890.894026
  nChanged 43
		SP:Iteration 26Q (1105.990000 sec): 3 clusters
  Score: Raw -1470023.122010 + Penalty 3114.521975 = -1466908.600035
  nChanged 24
		SP:Iteration 27Q (1106.020000 sec): 3 clusters
  Score: Raw -1470029.855017 + Penalty 3114.521975 = -1466915.333042
  nChanged 10
		SP:Iteration 28Q (1106.050000 sec): 3 clusters
  Score: Raw -1470032.367712 + Penalty 3114.521975 = -1466917.845737
  nChanged 6
		SP:Iteration 29Q (1106.080000 sec): 3 clusters
  Score: Raw -1470033.649894 + Penalty 3114.521975 = -1466919.127919
  nChanged 6
		SP:Iteration 30Q (1106.110000 sec): 3 clusters
  Score: Raw -1470034.922928 + Penalty 3114.521975 = -1466920.400954
  nChanged 2
		SP:Iteration 31Q (1106.140000 sec): 3 clusters
  Score: Raw -1470035.319682 + Penalty 3114.521975 = -1466920.797707
  nChanged 3
		SP:Iteration 32Q (1106.170000 sec): 3 clusters
  Score: Raw -1470035.961436 + Penalty 3114.521975 = -1466921.439461
  nChanged 1
		SP:Iteration 33Q (1106.200000 sec): 3 clusters
  Score: Raw -1470036.037497 + Penalty 3114.521975 = -1466921.515522
  nChanged 0
		SP:Iteration 34F (1106.230000 sec): 3 clusters
  Score: Raw -1470036.037497 + Penalty 3114.521975 = -1466921.515522
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (67823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1106.460000 sec): 2 clusters
  Score: Raw -6944842.518059 + Penalty 1807.756706 = -6943034.761353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1106.650000 sec): 3 clusters
  Score: Raw -6901447.002837 + Penalty 3615.513411 = -6897831.489426
  nChanged 32092
		SP:Iteration 1F (1106.840000 sec): 3 clusters
  Score: Raw -6919703.302391 + Penalty 3615.513411 = -6916087.788980
  nChanged 2402
		SP:Iteration 2Q (1107.040000 sec): 3 clusters
  Score: Raw -6920351.003874 + Penalty 3615.513411 = -6916735.490463
  nChanged 2524
		SP:Iteration 3Q (1107.240000 sec): 3 clusters
  Score: Raw -6921135.375300 + Penalty 3615.513411 = -6917519.861889
  nChanged 2883
		SP:Iteration 4Q (1107.430000 sec): 3 clusters
  Score: Raw -6922201.805469 + Penalty 3615.513411 = -6918586.292058
  nChanged 3344
		SP:Iteration 5Q (1107.620000 sec): 3 clusters
  Score: Raw -6923752.484394 + Penalty 3615.513411 = -6920136.970983
  nChanged 3838
		SP:Iteration 6F (1107.810000 sec): 3 clusters
  Score: Raw -6926084.803224 + Penalty 3615.513411 = -6922469.289813
  nChanged 4425
		SP:Iteration 7F (1108.000000 sec): 3 clusters
  Score: Raw -6929297.734837 + Penalty 3615.513411 = -6925682.221426
  nChanged 4455
		SP:Iteration 8F (1108.180000 sec): 3 clusters
  Score: Raw -6932927.542312 + Penalty 3615.513411 = -6929312.028901
  nChanged 3968
		SP:Iteration 9F (1108.370000 sec): 3 clusters
  Score: Raw -6936334.853782 + Penalty 3615.513411 = -6932719.340371
  nChanged 3071
		SP:Iteration 10Q (1108.550000 sec): 3 clusters
  Score: Raw -6938910.191779 + Penalty 3615.513411 = -6935294.678368
  nChanged 2208
		SP:Iteration 11Q (1108.720000 sec): 3 clusters
  Score: Raw -6940661.502922 + Penalty 3615.513411 = -6937045.989511
  nChanged 1621
		SP:Iteration 12Q (1108.880000 sec): 3 clusters
  Score: Raw -6941890.611427 + Penalty 3615.513411 = -6938275.098016
  nChanged 1177
		SP:Iteration 13Q (1109.040000 sec): 3 clusters
  Score: Raw -6942773.350555 + Penalty 3615.513411 = -6939157.837144
  nChanged 946
		SP:Iteration 14Q (1109.180000 sec): 3 clusters
  Score: Raw -6943475.325412 + Penalty 3615.513411 = -6939859.812001
  nChanged 700
		SP:Iteration 15Q (1109.330000 sec): 3 clusters
  Score: Raw -6944026.174856 + Penalty 3615.513411 = -6940410.661445
  nChanged 528
		SP:Iteration 16Q (1109.460000 sec): 3 clusters
  Score: Raw -6944443.193237 + Penalty 3615.513411 = -6940827.679826
  nChanged 307
		SP:Iteration 17Q (1109.610000 sec): 3 clusters
  Score: Raw -6944675.921206 + Penalty 3615.513411 = -6941060.407795
  nChanged 177
		SP:Iteration 18Q (1109.760000 sec): 3 clusters
  Score: Raw -6944807.833118 + Penalty 3615.513411 = -6941192.319707
  nChanged 103
		SP:Iteration 19Q (1109.890000 sec): 3 clusters
  Score: Raw -6944904.210870 + Penalty 3615.513411 = -6941288.697458
  nChanged 76
		SP:Iteration 20F (1110.080000 sec): 3 clusters
  Score: Raw -6944972.169646 + Penalty 3615.513411 = -6941356.656235
  nChanged 46
		SP:Iteration 21Q (1110.210000 sec): 3 clusters
  Score: Raw -6945015.980219 + Penalty 3615.513411 = -6941400.466808
  nChanged 26
		SP:Iteration 22Q (1110.340000 sec): 3 clusters
  Score: Raw -6945044.009130 + Penalty 3615.513411 = -6941428.495719
  nChanged 24
		SP:Iteration 23Q (1110.480000 sec): 3 clusters
  Score: Raw -6945067.597067 + Penalty 3615.513411 = -6941452.083656
  nChanged 20
		SP:Iteration 24Q (1110.610000 sec): 3 clusters
  Score: Raw -6945086.348468 + Penalty 3615.513411 = -6941470.835057
  nChanged 15
		SP:Iteration 25Q (1110.740000 sec): 3 clusters
  Score: Raw -6945099.027866 + Penalty 3615.513411 = -6941483.514455
  nChanged 6
		SP:Iteration 26Q (1110.880000 sec): 3 clusters
  Score: Raw -6945105.585535 + Penalty 3615.513411 = -6941490.072124
  nChanged 3
		SP:Iteration 27Q (1111.010000 sec): 3 clusters
  Score: Raw -6945107.233278 + Penalty 3615.513411 = -6941491.719867
  nChanged 0
		SP:Iteration 28F (1111.190000 sec): 3 clusters
  Score: Raw -6945107.233278 + Penalty 3615.513411 = -6941491.719867
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (9096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1111.260000 sec): 2 clusters
  Score: Raw -917480.819329 + Penalty 1481.283381 = -915999.535948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1111.280000 sec): 3 clusters
  Score: Raw -912353.593178 + Penalty 2962.566762 = -909391.026416
  nChanged 3863
		SP:Iteration 1F (1111.300000 sec): 3 clusters
  Score: Raw -914467.974012 + Penalty 2962.566762 = -911505.407251
  nChanged 544
		SP:Iteration 2F (1111.330000 sec): 3 clusters
  Score: Raw -914710.588523 + Penalty 2962.566762 = -911748.021762
  nChanged 457
		SP:Iteration 3F (1111.350000 sec): 3 clusters
  Score: Raw -914905.547415 + Penalty 2962.566762 = -911942.980654
  nChanged 398
		SP:Iteration 4Q (1111.380000 sec): 3 clusters
  Score: Raw -915094.116382 + Penalty 2962.566762 = -912131.549621
  nChanged 376
		SP:Iteration 5Q (1111.400000 sec): 3 clusters
  Score: Raw -915277.546332 + Penalty 2962.566762 = -912314.979570
  nChanged 391
		SP:Iteration 6Q (1111.430000 sec): 3 clusters
  Score: Raw -915474.950037 + Penalty 2962.566762 = -912512.383275
  nChanged 392
		SP:Iteration 7Q (1111.450000 sec): 3 clusters
  Score: Raw -915694.952844 + Penalty 2962.566762 = -912732.386083
  nChanged 406
		SP:Iteration 8Q (1111.480000 sec): 3 clusters
  Score: Raw -915944.235834 + Penalty 2962.566762 = -912981.669073
  nChanged 399
		SP:Iteration 9Q (1111.500000 sec): 3 clusters
  Score: Raw -916220.780101 + Penalty 2962.566762 = -913258.213339
  nChanged 372
		SP:Iteration 10Q (1111.520000 sec): 3 clusters
  Score: Raw -916486.970275 + Penalty 2962.566762 = -913524.403513
  nChanged 376
		SP:Iteration 11Q (1111.540000 sec): 3 clusters
  Score: Raw -916768.450360 + Penalty 2962.566762 = -913805.883599
  nChanged 328
		SP:Iteration 12Q (1111.570000 sec): 3 clusters
  Score: Raw -916964.356117 + Penalty 2962.566762 = -914001.789356
  nChanged 244
		SP:Iteration 13Q (1111.590000 sec): 3 clusters
  Score: Raw -917088.599122 + Penalty 2962.566762 = -914126.032361
  nChanged 181
		SP:Iteration 14Q (1111.610000 sec): 3 clusters
  Score: Raw -917174.028010 + Penalty 2962.566762 = -914211.461249
  nChanged 142
		SP:Iteration 15Q (1111.630000 sec): 3 clusters
  Score: Raw -917232.854900 + Penalty 2962.566762 = -914270.288139
  nChanged 114
		SP:Iteration 16Q (1111.660000 sec): 3 clusters
  Score: Raw -917284.675824 + Penalty 2962.566762 = -914322.109062
  nChanged 112
		SP:Iteration 17Q (1111.680000 sec): 3 clusters
  Score: Raw -917327.766148 + Penalty 2962.566762 = -914365.199387
  nChanged 99
		SP:Iteration 18Q (1111.700000 sec): 3 clusters
  Score: Raw -917363.261287 + Penalty 2962.566762 = -914400.694526
  nChanged 89
		SP:Iteration 19Q (1111.720000 sec): 3 clusters
  Score: Raw -917398.627363 + Penalty 2962.566762 = -914436.060601
  nChanged 88
		SP:Iteration 20F (1111.740000 sec): 3 clusters
  Score: Raw -917439.864921 + Penalty 2962.566762 = -914477.298160
  nChanged 89
		SP:Iteration 21Q (1111.760000 sec): 3 clusters
  Score: Raw -917481.540421 + Penalty 2962.566762 = -914518.973659
  nChanged 79
		SP:Iteration 22Q (1111.780000 sec): 3 clusters
  Score: Raw -917514.966986 + Penalty 2962.566762 = -914552.400225
  nChanged 74
		SP:Iteration 23Q (1111.800000 sec): 3 clusters
  Score: Raw -917541.925029 + Penalty 2962.566762 = -914579.358267
  nChanged 61
		SP:Iteration 24Q (1111.820000 sec): 3 clusters
  Score: Raw -917567.371879 + Penalty 2962.566762 = -914604.805117
  nChanged 62
		SP:Iteration 25Q (1111.840000 sec): 3 clusters
  Score: Raw -917589.769944 + Penalty 2962.566762 = -914627.203182
  nChanged 55
		SP:Iteration 26Q (1111.860000 sec): 3 clusters
  Score: Raw -917607.924773 + Penalty 2962.566762 = -914645.358012
  nChanged 54
		SP:Iteration 27Q (1111.890000 sec): 3 clusters
  Score: Raw -917628.704107 + Penalty 2962.566762 = -914666.137345
  nChanged 43
		SP:Iteration 28Q (1111.910000 sec): 3 clusters
  Score: Raw -917641.278208 + Penalty 2962.566762 = -914678.711446
  nChanged 27
		SP:Iteration 29Q (1111.930000 sec): 3 clusters
  Score: Raw -917648.465656 + Penalty 2962.566762 = -914685.898894
  nChanged 23
		SP:Iteration 30Q (1111.950000 sec): 3 clusters
  Score: Raw -917655.360067 + Penalty 2962.566762 = -914692.793306
  nChanged 13
		SP:Iteration 31Q (1111.970000 sec): 3 clusters
  Score: Raw -917659.499475 + Penalty 2962.566762 = -914696.932713
  nChanged 14
		SP:Iteration 32Q (1111.990000 sec): 3 clusters
  Score: Raw -917663.107258 + Penalty 2962.566762 = -914700.540497
  nChanged 13
		SP:Iteration 33Q (1112.010000 sec): 3 clusters
  Score: Raw -917666.343909 + Penalty 2962.566762 = -914703.777148
  nChanged 5
		SP:Iteration 34Q (1112.030000 sec): 3 clusters
  Score: Raw -917667.246807 + Penalty 2962.566762 = -914704.680046
  nChanged 6
		SP:Iteration 35Q (1112.050000 sec): 3 clusters
  Score: Raw -917669.045022 + Penalty 2962.566762 = -914706.478261
  nChanged 9
		SP:Iteration 36Q (1112.070000 sec): 3 clusters
  Score: Raw -917671.118189 + Penalty 2962.566762 = -914708.551427
  nChanged 10
		SP:Iteration 37Q (1112.090000 sec): 3 clusters
  Score: Raw -917674.050614 + Penalty 2962.566762 = -914711.483852
  nChanged 16
		SP:Iteration 38Q (1112.110000 sec): 3 clusters
  Score: Raw -917679.138039 + Penalty 2962.566762 = -914716.571278
  nChanged 17
		SP:Iteration 39Q (1112.130000 sec): 3 clusters
  Score: Raw -917682.991273 + Penalty 2962.566762 = -914720.424512
  nChanged 13
		SP:Iteration 40F (1112.150000 sec): 3 clusters
  Score: Raw -917686.061415 + Penalty 2962.566762 = -914723.494653
  nChanged 9
		SP:Iteration 41Q (1112.170000 sec): 3 clusters
  Score: Raw -917688.745787 + Penalty 2962.566762 = -914726.179025
  nChanged 8
		SP:Iteration 42Q (1112.200000 sec): 3 clusters
  Score: Raw -917690.539045 + Penalty 2962.566762 = -914727.972284
  nChanged 4
		SP:Iteration 43Q (1112.220000 sec): 3 clusters
  Score: Raw -917691.153178 + Penalty 2962.566762 = -914728.586417
  nChanged 2
		SP:Iteration 44Q (1112.240000 sec): 3 clusters
  Score: Raw -917691.771695 + Penalty 2962.566762 = -914729.204934
  nChanged 2
		SP:Iteration 45Q (1112.260000 sec): 3 clusters
  Score: Raw -917691.969200 + Penalty 2962.566762 = -914729.402438
  nChanged 2
		SP:Iteration 46Q (1112.280000 sec): 3 clusters
  Score: Raw -917692.470790 + Penalty 2962.566762 = -914729.904029
  nChanged 0
		SP:Iteration 47F (1112.300000 sec): 3 clusters
  Score: Raw -917692.470790 + Penalty 2962.566762 = -914729.904029
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 27 (6209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1112.320000 sec): 2 clusters
  Score: Raw -566287.256031 + Penalty 1419.235209 = -564868.020822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1112.340000 sec): 3 clusters
  Score: Raw -562989.444083 + Penalty 2838.470418 = -560150.973665
  nChanged 2642
		SP:Iteration 1F (1112.360000 sec): 3 clusters
  Score: Raw -564649.768818 + Penalty 2838.470418 = -561811.298400
  nChanged 606
		SP:Iteration 2F (1112.370000 sec): 3 clusters
  Score: Raw -565390.892871 + Penalty 2838.470418 = -562552.422454
  nChanged 638
		SP:Iteration 3F (1112.390000 sec): 3 clusters
  Score: Raw -566340.711945 + Penalty 2838.470418 = -563502.241527
  nChanged 593
		SP:Iteration 4F (1112.400000 sec): 3 clusters
  Score: Raw -567137.293053 + Penalty 2838.470418 = -564298.822635
  nChanged 434
		SP:Iteration 5F (1112.420000 sec): 3 clusters
  Score: Raw -567708.150778 + Penalty 2838.470418 = -564869.680360
  nChanged 342
		SP:Iteration 6F (1112.440000 sec): 3 clusters
  Score: Raw -568123.737048 + Penalty 2838.470418 = -565285.266630
  nChanged 299
		SP:Iteration 7Q (1112.450000 sec): 3 clusters
  Score: Raw -568506.005287 + Penalty 2838.470418 = -565667.534869
  nChanged 281
		SP:Iteration 8Q (1112.460000 sec): 3 clusters
  Score: Raw -568979.370852 + Penalty 2838.470418 = -566140.900434
  nChanged 257
		SP:Iteration 9Q (1112.480000 sec): 3 clusters
  Score: Raw -569505.977860 + Penalty 2838.470418 = -566667.507443
  nChanged 245
		SP:Iteration 10Q (1112.490000 sec): 3 clusters
  Score: Raw -569884.602551 + Penalty 2838.470418 = -567046.132133
  nChanged 171
		SP:Iteration 11Q (1112.500000 sec): 3 clusters
  Score: Raw -570042.385099 + Penalty 2838.470418 = -567203.914681
  nChanged 118
		SP:Iteration 12Q (1112.520000 sec): 3 clusters
  Score: Raw -570152.638192 + Penalty 2838.470418 = -567314.167775
  nChanged 89
		SP:Iteration 13Q (1112.530000 sec): 3 clusters
  Score: Raw -570250.601731 + Penalty 2838.470418 = -567412.131314
  nChanged 80
		SP:Iteration 14Q (1112.540000 sec): 3 clusters
  Score: Raw -570354.880346 + Penalty 2838.470418 = -567516.409928
  nChanged 57
		SP:Iteration 15Q (1112.560000 sec): 3 clusters
  Score: Raw -570420.257285 + Penalty 2838.470418 = -567581.786867
  nChanged 45
		SP:Iteration 16Q (1112.570000 sec): 3 clusters
  Score: Raw -570464.056221 + Penalty 2838.470418 = -567625.585803
  nChanged 38
		SP:Iteration 17Q (1112.580000 sec): 3 clusters
  Score: Raw -570495.344771 + Penalty 2838.470418 = -567656.874353
  nChanged 31
		SP:Iteration 18Q (1112.590000 sec): 3 clusters
  Score: Raw -570521.041343 + Penalty 2838.470418 = -567682.570925
  nChanged 24
		SP:Iteration 19Q (1112.600000 sec): 3 clusters
  Score: Raw -570540.628961 + Penalty 2838.470418 = -567702.158543
  nChanged 20
		SP:Iteration 20F (1112.620000 sec): 3 clusters
  Score: Raw -570552.836660 + Penalty 2838.470418 = -567714.366242
  nChanged 8
		SP:Iteration 21Q (1112.630000 sec): 3 clusters
  Score: Raw -570555.441307 + Penalty 2838.470418 = -567716.970890
  nChanged 3
		SP:Iteration 22Q (1112.640000 sec): 3 clusters
  Score: Raw -570556.062872 + Penalty 2838.470418 = -567717.592454
  nChanged 1
		SP:Iteration 23Q (1112.650000 sec): 3 clusters
  Score: Raw -570556.259619 + Penalty 2838.470418 = -567717.789202
  nChanged 1
		SP:Iteration 24Q (1112.660000 sec): 3 clusters
  Score: Raw -570556.453489 + Penalty 2838.470418 = -567717.983072
  nChanged 0
		SP:Iteration 25F (1112.680000 sec): 3 clusters
  Score: Raw -570556.453489 + Penalty 2838.470418 = -567717.983072
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 28 (20084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1112.760000 sec): 2 clusters
  Score: Raw -2037831.042068 + Penalty 1609.997798 = -2036221.044270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1112.820000 sec): 3 clusters
  Score: Raw -2025749.081556 + Penalty 3219.995596 = -2022529.085960
  nChanged 9075
		SP:Iteration 1F (1112.880000 sec): 3 clusters
  Score: Raw -2030893.948458 + Penalty 3219.995596 = -2027673.952862
  nChanged 1008
		SP:Iteration 2F (1112.930000 sec): 3 clusters
  Score: Raw -2031325.181792 + Penalty 3219.995596 = -2028105.186196
  nChanged 988
		SP:Iteration 3Q (1112.980000 sec): 3 clusters
  Score: Raw -2031861.943525 + Penalty 3219.995596 = -2028641.947929
  nChanged 1184
		SP:Iteration 4F (1113.040000 sec): 3 clusters
  Score: Raw -2032754.083751 + Penalty 3219.995596 = -2029534.088155
  nChanged 1417
		SP:Iteration 5F (1113.090000 sec): 3 clusters
  Score: Raw -2033930.231776 + Penalty 3219.995596 = -2030710.236180
  nChanged 1533
		SP:Iteration 6F (1113.140000 sec): 3 clusters
  Score: Raw -2035122.201586 + Penalty 3219.995596 = -2031902.205990
  nChanged 1415
		SP:Iteration 7F (1113.200000 sec): 3 clusters
  Score: Raw -2036040.217373 + Penalty 3219.995596 = -2032820.221777
  nChanged 1114
		SP:Iteration 8F (1113.250000 sec): 3 clusters
  Score: Raw -2036672.825110 + Penalty 3219.995596 = -2033452.829514
  nChanged 841
		SP:Iteration 9Q (1113.300000 sec): 3 clusters
  Score: Raw -2037139.651633 + Penalty 3219.995596 = -2033919.656037
  nChanged 635
		SP:Iteration 10Q (1113.360000 sec): 3 clusters
  Score: Raw -2037497.513472 + Penalty 3219.995596 = -2034277.517876
  nChanged 529
		SP:Iteration 11Q (1113.410000 sec): 3 clusters
  Score: Raw -2037788.098801 + Penalty 3219.995596 = -2034568.103205
  nChanged 456
		SP:Iteration 12Q (1113.460000 sec): 3 clusters
  Score: Raw -2038060.339860 + Penalty 3219.995596 = -2034840.344264
  nChanged 388
		SP:Iteration 13Q (1113.520000 sec): 3 clusters
  Score: Raw -2038322.561011 + Penalty 3219.995596 = -2035102.565414
  nChanged 350
		SP:Iteration 14Q (1113.570000 sec): 3 clusters
  Score: Raw -2038587.115678 + Penalty 3219.995596 = -2035367.120082
  nChanged 300
		SP:Iteration 15Q (1113.620000 sec): 3 clusters
  Score: Raw -2038825.069851 + Penalty 3219.995596 = -2035605.074255
  nChanged 252
		SP:Iteration 16Q (1113.670000 sec): 3 clusters
  Score: Raw -2039014.184035 + Penalty 3219.995596 = -2035794.188439
  nChanged 186
		SP:Iteration 17Q (1113.720000 sec): 3 clusters
  Score: Raw -2039128.993773 + Penalty 3219.995596 = -2035908.998177
  nChanged 155
		SP:Iteration 18Q (1113.760000 sec): 3 clusters
  Score: Raw -2039214.260442 + Penalty 3219.995596 = -2035994.264846
  nChanged 139
		SP:Iteration 19Q (1113.810000 sec): 3 clusters
  Score: Raw -2039282.774586 + Penalty 3219.995596 = -2036062.778990
  nChanged 98
		SP:Iteration 20F (1113.860000 sec): 3 clusters
  Score: Raw -2039324.296200 + Penalty 3219.995596 = -2036104.300604
  nChanged 88
		SP:Iteration 21Q (1113.910000 sec): 3 clusters
  Score: Raw -2039354.900940 + Penalty 3219.995596 = -2036134.905344
  nChanged 60
		SP:Iteration 22Q (1113.950000 sec): 3 clusters
  Score: Raw -2039372.502110 + Penalty 3219.995596 = -2036152.506513
  nChanged 57
		SP:Iteration 23Q (1114.000000 sec): 3 clusters
  Score: Raw -2039384.090774 + Penalty 3219.995596 = -2036164.095178
  nChanged 28
		SP:Iteration 24Q (1114.040000 sec): 3 clusters
  Score: Raw -2039389.152157 + Penalty 3219.995596 = -2036169.156561
  nChanged 27
		SP:Iteration 25Q (1114.080000 sec): 3 clusters
  Score: Raw -2039393.560933 + Penalty 3219.995596 = -2036173.565337
  nChanged 24
		SP:Iteration 26Q (1114.120000 sec): 3 clusters
  Score: Raw -2039396.372233 + Penalty 3219.995596 = -2036176.376637
  nChanged 14
		SP:Iteration 27Q (1114.170000 sec): 3 clusters
  Score: Raw -2039397.923266 + Penalty 3219.995596 = -2036177.927670
  nChanged 8
		SP:Iteration 28Q (1114.210000 sec): 3 clusters
  Score: Raw -2039398.405560 + Penalty 3219.995596 = -2036178.409964
  nChanged 1
		SP:Iteration 29Q (1114.260000 sec): 3 clusters
  Score: Raw -2039398.447386 + Penalty 3219.995596 = -2036178.451790
  nChanged 0
		SP:Iteration 30F (1114.310000 sec): 3 clusters
  Score: Raw -2039398.447386 + Penalty 3219.995596 = -2036178.451790
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (42990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1114.440000 sec): 2 clusters
  Score: Raw -4439810.625164 + Penalty 1733.667457 = -4438076.957707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1114.560000 sec): 3 clusters
  Score: Raw -4412857.034158 + Penalty 3467.334913 = -4409389.699245
  nChanged 20059
		SP:Iteration 1F (1114.680000 sec): 3 clusters
  Score: Raw -4424334.548137 + Penalty 3467.334913 = -4420867.213224
  nChanged 1929
		SP:Iteration 2Q (1114.800000 sec): 3 clusters
  Score: Raw -4425050.596883 + Penalty 3467.334913 = -4421583.261969
  nChanged 2091
		SP:Iteration 3Q (1114.930000 sec): 3 clusters
  Score: Raw -4426010.558250 + Penalty 3467.334913 = -4422543.223337
  nChanged 2457
		SP:Iteration 4F (1115.050000 sec): 3 clusters
  Score: Raw -4427430.421776 + Penalty 3467.334913 = -4423963.086863
  nChanged 2835
		SP:Iteration 5F (1115.160000 sec): 3 clusters
  Score: Raw -4429404.304199 + Penalty 3467.334913 = -4425936.969286
  nChanged 3093
		SP:Iteration 6F (1115.280000 sec): 3 clusters
  Score: Raw -4431688.894870 + Penalty 3467.334913 = -4428221.559957
  nChanged 2900
		SP:Iteration 7F (1115.400000 sec): 3 clusters
  Score: Raw -4433632.263523 + Penalty 3467.334913 = -4430164.928610
  nChanged 2243
		SP:Iteration 8F (1115.520000 sec): 3 clusters
  Score: Raw -4434743.276908 + Penalty 3467.334913 = -4431275.941995
  nChanged 1632
		SP:Iteration 9Q (1115.630000 sec): 3 clusters
  Score: Raw -4435393.319375 + Penalty 3467.334913 = -4431925.984462
  nChanged 1117
		SP:Iteration 10Q (1115.750000 sec): 3 clusters
  Score: Raw -4435798.065818 + Penalty 3467.334913 = -4432330.730905
  nChanged 977
		SP:Iteration 11Q (1115.880000 sec): 3 clusters
  Score: Raw -4436189.586675 + Penalty 3467.334913 = -4432722.251762
  nChanged 909
		SP:Iteration 12Q (1115.990000 sec): 3 clusters
  Score: Raw -4436560.907763 + Penalty 3467.334913 = -4433093.572850
  nChanged 819
		SP:Iteration 13Q (1116.110000 sec): 3 clusters
  Score: Raw -4436859.558489 + Penalty 3467.334913 = -4433392.223576
  nChanged 689
		SP:Iteration 14Q (1116.220000 sec): 3 clusters
  Score: Raw -4437106.852182 + Penalty 3467.334913 = -4433639.517269
  nChanged 638
		SP:Iteration 15Q (1116.340000 sec): 3 clusters
  Score: Raw -4437294.139779 + Penalty 3467.334913 = -4433826.804866
  nChanged 491
		SP:Iteration 16Q (1116.460000 sec): 3 clusters
  Score: Raw -4437421.804351 + Penalty 3467.334913 = -4433954.469438
  nChanged 418
		SP:Iteration 17Q (1116.570000 sec): 3 clusters
  Score: Raw -4437521.117051 + Penalty 3467.334913 = -4434053.782138
  nChanged 350
		SP:Iteration 18Q (1116.680000 sec): 3 clusters
  Score: Raw -4437592.399855 + Penalty 3467.334913 = -4434125.064942
  nChanged 329
		SP:Iteration 19Q (1116.800000 sec): 3 clusters
  Score: Raw -4437657.650955 + Penalty 3467.334913 = -4434190.316042
  nChanged 289
		SP:Iteration 20F (1116.910000 sec): 3 clusters
  Score: Raw -4437708.321043 + Penalty 3467.334913 = -4434240.986130
  nChanged 270
		SP:Iteration 21Q (1117.030000 sec): 3 clusters
  Score: Raw -4437751.301564 + Penalty 3467.334913 = -4434283.966651
  nChanged 225
		SP:Iteration 22Q (1117.140000 sec): 3 clusters
  Score: Raw -4437786.761566 + Penalty 3467.334913 = -4434319.426653
  nChanged 229
		SP:Iteration 23Q (1117.250000 sec): 3 clusters
  Score: Raw -4437823.535134 + Penalty 3467.334913 = -4434356.200221
  nChanged 213
		SP:Iteration 24Q (1117.370000 sec): 3 clusters
  Score: Raw -4437855.285794 + Penalty 3467.334913 = -4434387.950880
  nChanged 190
		SP:Iteration 25Q (1117.480000 sec): 3 clusters
  Score: Raw -4437880.368394 + Penalty 3467.334913 = -4434413.033481
  nChanged 179
		SP:Iteration 26Q (1117.600000 sec): 3 clusters
  Score: Raw -4437901.172667 + Penalty 3467.334913 = -4434433.837754
  nChanged 144
		SP:Iteration 27Q (1117.720000 sec): 3 clusters
  Score: Raw -4437917.017043 + Penalty 3467.334913 = -4434449.682130
  nChanged 147
		SP:Iteration 28Q (1117.840000 sec): 3 clusters
  Score: Raw -4437933.817491 + Penalty 3467.334913 = -4434466.482578
  nChanged 131
		SP:Iteration 29Q (1117.960000 sec): 3 clusters
  Score: Raw -4437946.324487 + Penalty 3467.334913 = -4434478.989574
  nChanged 111
		SP:Iteration 30Q (1118.060000 sec): 3 clusters
  Score: Raw -4437955.812335 + Penalty 3467.334913 = -4434488.477422
  nChanged 96
		SP:Iteration 31Q (1118.180000 sec): 3 clusters
  Score: Raw -4437962.841489 + Penalty 3467.334913 = -4434495.506576
  nChanged 80
		SP:Iteration 32Q (1118.290000 sec): 3 clusters
  Score: Raw -4437967.918133 + Penalty 3467.334913 = -4434500.583220
  nChanged 67
		SP:Iteration 33Q (1118.410000 sec): 3 clusters
  Score: Raw -4437972.762907 + Penalty 3467.334913 = -4434505.427994
  nChanged 76
		SP:Iteration 34Q (1118.530000 sec): 3 clusters
  Score: Raw -4437977.362866 + Penalty 3467.334913 = -4434510.027953
  nChanged 63
		SP:Iteration 35Q (1118.640000 sec): 3 clusters
  Score: Raw -4437981.990664 + Penalty 3467.334913 = -4434514.655751
  nChanged 66
		SP:Iteration 36Q (1118.750000 sec): 3 clusters
  Score: Raw -4437986.029154 + Penalty 3467.334913 = -4434518.694241
  nChanged 59
		SP:Iteration 37Q (1118.860000 sec): 3 clusters
  Score: Raw -4437989.204381 + Penalty 3467.334913 = -4434521.869468
  nChanged 46
		SP:Iteration 38Q (1118.970000 sec): 3 clusters
  Score: Raw -4437991.799521 + Penalty 3467.334913 = -4434524.464608
  nChanged 37
		SP:Iteration 39Q (1119.080000 sec): 3 clusters
  Score: Raw -4437993.460545 + Penalty 3467.334913 = -4434526.125632
  nChanged 35
		SP:Iteration 40F (1119.190000 sec): 3 clusters
  Score: Raw -4437995.069831 + Penalty 3467.334913 = -4434527.734918
  nChanged 30
		SP:Iteration 41Q (1119.310000 sec): 3 clusters
  Score: Raw -4437996.133455 + Penalty 3467.334913 = -4434528.798542
  nChanged 22
		SP:Iteration 42Q (1119.420000 sec): 3 clusters
  Score: Raw -4437996.898889 + Penalty 3467.334913 = -4434529.563976
  nChanged 10
		SP:Iteration 43Q (1119.530000 sec): 3 clusters
  Score: Raw -4437997.228331 + Penalty 3467.334913 = -4434529.893418
  nChanged 12
		SP:Iteration 44Q (1119.640000 sec): 3 clusters
  Score: Raw -4437997.635898 + Penalty 3467.334913 = -4434530.300985
  nChanged 8
		SP:Iteration 45Q (1119.750000 sec): 3 clusters
  Score: Raw -4437997.993539 + Penalty 3467.334913 = -4434530.658626
  nChanged 10
		SP:Iteration 46Q (1119.870000 sec): 3 clusters
  Score: Raw -4437998.216808 + Penalty 3467.334913 = -4434530.881895
  nChanged 9
		SP:Iteration 47Q (1119.990000 sec): 3 clusters
  Score: Raw -4437998.483255 + Penalty 3467.334913 = -4434531.148342
  nChanged 12
		SP:Iteration 48Q (1120.110000 sec): 3 clusters
  Score: Raw -4437998.974105 + Penalty 3467.334913 = -4434531.639192
  nChanged 16
		SP:Iteration 49Q (1120.220000 sec): 3 clusters
  Score: Raw -4437999.528089 + Penalty 3467.334913 = -4434532.193176
  nChanged 14
		SP:Iteration 50Q (1120.330000 sec): 3 clusters
  Score: Raw -4437999.997664 + Penalty 3467.334913 = -4434532.662751
  nChanged 14
		SP:Iteration 51Q (1120.440000 sec): 3 clusters
  Score: Raw -4438000.504888 + Penalty 3467.334913 = -4434533.169975
  nChanged 12
		SP:Iteration 52Q (1120.550000 sec): 3 clusters
  Score: Raw -4438000.752731 + Penalty 3467.334913 = -4434533.417818
  nChanged 9
		SP:Iteration 53Q (1120.670000 sec): 3 clusters
  Score: Raw -4438000.948076 + Penalty 3467.334913 = -4434533.613163
  nChanged 8
		SP:Iteration 54Q (1120.790000 sec): 3 clusters
  Score: Raw -4438001.204185 + Penalty 3467.334913 = -4434533.869272
  nChanged 11
		SP:Iteration 55Q (1120.900000 sec): 3 clusters
  Score: Raw -4438001.566575 + Penalty 3467.334913 = -4434534.231661
  nChanged 9
		SP:Iteration 56Q (1121.010000 sec): 3 clusters
  Score: Raw -4438001.848955 + Penalty 3467.334913 = -4434534.514042
  nChanged 9
		SP:Iteration 57Q (1121.130000 sec): 3 clusters
  Score: Raw -4438002.025786 + Penalty 3467.334913 = -4434534.690873
  nChanged 6
		SP:Iteration 58Q (1121.230000 sec): 3 clusters
  Score: Raw -4438002.167911 + Penalty 3467.334913 = -4434534.832998
  nChanged 6
		SP:Iteration 59Q (1121.350000 sec): 3 clusters
  Score: Raw -4438002.314407 + Penalty 3467.334913 = -4434534.979494
  nChanged 7
		SP:Iteration 60F (1121.460000 sec): 3 clusters
  Score: Raw -4438002.482078 + Penalty 3467.334913 = -4434535.147164
  nChanged 4
		SP:Iteration 61Q (1121.580000 sec): 3 clusters
  Score: Raw -4438002.654402 + Penalty 3467.334913 = -4434535.319489
  nChanged 7
		SP:Iteration 62Q (1121.690000 sec): 3 clusters
  Score: Raw -4438002.938762 + Penalty 3467.334913 = -4434535.603849
  nChanged 10
		SP:Iteration 63Q (1121.800000 sec): 3 clusters
  Score: Raw -4438003.216850 + Penalty 3467.334913 = -4434535.881937
  nChanged 12
		SP:Iteration 64Q (1121.910000 sec): 3 clusters
  Score: Raw -4438003.642793 + Penalty 3467.334913 = -4434536.307880
  nChanged 7
		SP:Iteration 65Q (1122.020000 sec): 3 clusters
  Score: Raw -4438003.817001 + Penalty 3467.334913 = -4434536.482088
  nChanged 8
		SP:Iteration 66Q (1122.130000 sec): 3 clusters
  Score: Raw -4438004.169269 + Penalty 3467.334913 = -4434536.834356
  nChanged 13
		SP:Iteration 67Q (1122.250000 sec): 3 clusters
  Score: Raw -4438004.585666 + Penalty 3467.334913 = -4434537.250753
  nChanged 13
		SP:Iteration 68Q (1122.360000 sec): 3 clusters
  Score: Raw -4438005.087613 + Penalty 3467.334913 = -4434537.752700
  nChanged 15
		SP:Iteration 69Q (1122.470000 sec): 3 clusters
  Score: Raw -4438005.707326 + Penalty 3467.334913 = -4434538.372412
  nChanged 15
		SP:Iteration 70Q (1122.590000 sec): 3 clusters
  Score: Raw -4438006.277634 + Penalty 3467.334913 = -4434538.942721
  nChanged 13
		SP:Iteration 71Q (1122.700000 sec): 3 clusters
  Score: Raw -4438006.778860 + Penalty 3467.334913 = -4434539.443947
  nChanged 11
		SP:Iteration 72Q (1122.810000 sec): 3 clusters
  Score: Raw -4438007.230169 + Penalty 3467.334913 = -4434539.895256
  nChanged 16
		SP:Iteration 73Q (1122.920000 sec): 3 clusters
  Score: Raw -4438007.754118 + Penalty 3467.334913 = -4434540.419205
  nChanged 17
		SP:Iteration 74Q (1123.030000 sec): 3 clusters
  Score: Raw -4438008.341756 + Penalty 3467.334913 = -4434541.006843
  nChanged 19
		SP:Iteration 75Q (1123.150000 sec): 3 clusters
  Score: Raw -4438008.933380 + Penalty 3467.334913 = -4434541.598467
  nChanged 13
		SP:Iteration 76Q (1123.250000 sec): 3 clusters
  Score: Raw -4438009.315213 + Penalty 3467.334913 = -4434541.980300
  nChanged 12
		SP:Iteration 77Q (1123.370000 sec): 3 clusters
  Score: Raw -4438009.786074 + Penalty 3467.334913 = -4434542.451161
  nChanged 17
		SP:Iteration 78Q (1123.480000 sec): 3 clusters
  Score: Raw -4438010.354362 + Penalty 3467.334913 = -4434543.019449
  nChanged 11
		SP:Iteration 79Q (1123.590000 sec): 3 clusters
  Score: Raw -4438010.623091 + Penalty 3467.334913 = -4434543.288178
  nChanged 6
		SP:Iteration 80F (1123.710000 sec): 3 clusters
  Score: Raw -4438010.747506 + Penalty 3467.334913 = -4434543.412593
  nChanged 4
		SP:Iteration 81Q (1123.820000 sec): 3 clusters
  Score: Raw -4438010.809592 + Penalty 3467.334913 = -4434543.474679
  nChanged 2
		SP:Iteration 82Q (1123.930000 sec): 3 clusters
  Score: Raw -4438010.879334 + Penalty 3467.334913 = -4434543.544421
  nChanged 3
		SP:Iteration 83Q (1124.040000 sec): 3 clusters
  Score: Raw -4438011.115532 + Penalty 3467.334913 = -4434543.780619
  nChanged 8
		SP:Iteration 84Q (1124.150000 sec): 3 clusters
  Score: Raw -4438011.430697 + Penalty 3467.334913 = -4434544.095784
  nChanged 7
		SP:Iteration 85Q (1124.270000 sec): 3 clusters
  Score: Raw -4438011.579551 + Penalty 3467.334913 = -4434544.244638
  nChanged 8
		SP:Iteration 86Q (1124.370000 sec): 3 clusters
  Score: Raw -4438011.855231 + Penalty 3467.334913 = -4434544.520318
  nChanged 8
		SP:Iteration 87Q (1124.490000 sec): 3 clusters
  Score: Raw -4438012.121981 + Penalty 3467.334913 = -4434544.787068
  nChanged 9
		SP:Iteration 88Q (1124.600000 sec): 3 clusters
  Score: Raw -4438012.406463 + Penalty 3467.334913 = -4434545.071550
  nChanged 9
		SP:Iteration 89Q (1124.710000 sec): 3 clusters
  Score: Raw -4438012.632451 + Penalty 3467.334913 = -4434545.297538
  nChanged 8
		SP:Iteration 90Q (1124.820000 sec): 3 clusters
  Score: Raw -4438012.873702 + Penalty 3467.334913 = -4434545.538789
  nChanged 10
		SP:Iteration 91Q (1124.930000 sec): 3 clusters
  Score: Raw -4438013.321903 + Penalty 3467.334913 = -4434545.986990
  nChanged 11
		SP:Iteration 92Q (1125.050000 sec): 3 clusters
  Score: Raw -4438013.796326 + Penalty 3467.334913 = -4434546.461413
  nChanged 11
		SP:Iteration 93Q (1125.160000 sec): 3 clusters
  Score: Raw -4438014.087642 + Penalty 3467.334913 = -4434546.752729
  nChanged 6
		SP:Iteration 94Q (1125.270000 sec): 3 clusters
  Score: Raw -4438014.260973 + Penalty 3467.334913 = -4434546.926060
  nChanged 4
		SP:Iteration 95Q (1125.380000 sec): 3 clusters
  Score: Raw -4438014.380066 + Penalty 3467.334913 = -4434547.045153
  nChanged 3
		SP:Iteration 96Q (1125.490000 sec): 3 clusters
  Score: Raw -4438014.482090 + Penalty 3467.334913 = -4434547.147177
  nChanged 3
		SP:Iteration 97Q (1125.610000 sec): 3 clusters
  Score: Raw -4438014.561936 + Penalty 3467.334913 = -4434547.227023
  nChanged 4
		SP:Iteration 98Q (1125.720000 sec): 3 clusters
  Score: Raw -4438014.634282 + Penalty 3467.334913 = -4434547.299369
  nChanged 2
		SP:Iteration 99Q (1125.830000 sec): 3 clusters
  Score: Raw -4438014.732059 + Penalty 3467.334913 = -4434547.397146
  nChanged 4
		SP:Iteration 100F (1125.950000 sec): 3 clusters
  Score: Raw -4438014.880264 + Penalty 3467.334913 = -4434547.545351
  nChanged 6
		SP:Iteration 101Q (1126.060000 sec): 3 clusters
  Score: Raw -4438015.092232 + Penalty 3467.334913 = -4434547.757319
  nChanged 13
		SP:Iteration 102Q (1126.170000 sec): 3 clusters
  Score: Raw -4438015.591884 + Penalty 3467.334913 = -4434548.256971
  nChanged 9
		SP:Iteration 103Q (1126.280000 sec): 3 clusters
  Score: Raw -4438015.954816 + Penalty 3467.334913 = -4434548.619903
  nChanged 6
		SP:Iteration 104Q (1126.400000 sec): 3 clusters
  Score: Raw -4438016.157897 + Penalty 3467.334913 = -4434548.822984
  nChanged 9
		SP:Iteration 105Q (1126.510000 sec): 3 clusters
  Score: Raw -4438016.415675 + Penalty 3467.334913 = -4434549.080762
  nChanged 6
		SP:Iteration 106Q (1126.620000 sec): 3 clusters
  Score: Raw -4438016.516073 + Penalty 3467.334913 = -4434549.181160
  nChanged 3
		SP:Iteration 107Q (1126.730000 sec): 3 clusters
  Score: Raw -4438016.574700 + Penalty 3467.334913 = -4434549.239786
  nChanged 0
		SP:Iteration 108F (1126.850000 sec): 3 clusters
  Score: Raw -4438016.574700 + Penalty 3467.334913 = -4434549.239786
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (37406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1126.960000 sec): 2 clusters
  Score: Raw -3686515.997080 + Penalty 1711.057790 = -3684804.939290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1127.060000 sec): 3 clusters
  Score: Raw -3663226.674665 + Penalty 3422.115579 = -3659804.559085
  nChanged 17369
		SP:Iteration 1F (1127.160000 sec): 3 clusters
  Score: Raw -3674294.570651 + Penalty 3422.115579 = -3670872.455071
  nChanged 3121
		SP:Iteration 2F (1127.260000 sec): 3 clusters
  Score: Raw -3676866.382959 + Penalty 3422.115579 = -3673444.267380
  nChanged 3499
		SP:Iteration 3F (1127.360000 sec): 3 clusters
  Score: Raw -3679720.140227 + Penalty 3422.115579 = -3676298.024647
  nChanged 2962
		SP:Iteration 4F (1127.470000 sec): 3 clusters
  Score: Raw -3681606.241967 + Penalty 3422.115579 = -3678184.126387
  nChanged 2129
		SP:Iteration 5F (1127.570000 sec): 3 clusters
  Score: Raw -3682543.337710 + Penalty 3422.115579 = -3679121.222131
  nChanged 1446
		SP:Iteration 6Q (1127.680000 sec): 3 clusters
  Score: Raw -3683005.867284 + Penalty 3422.115579 = -3679583.751704
  nChanged 948
		SP:Iteration 7Q (1127.780000 sec): 3 clusters
  Score: Raw -3683210.541116 + Penalty 3422.115579 = -3679788.425537
  nChanged 608
		SP:Iteration 8Q (1127.890000 sec): 3 clusters
  Score: Raw -3683319.890706 + Penalty 3422.115579 = -3679897.775127
  nChanged 461
		SP:Iteration 9Q (1127.990000 sec): 3 clusters
  Score: Raw -3683391.306544 + Penalty 3422.115579 = -3679969.190964
  nChanged 348
		SP:Iteration 10Q (1128.100000 sec): 3 clusters
  Score: Raw -3683439.748562 + Penalty 3422.115579 = -3680017.632982
  nChanged 268
		SP:Iteration 11Q (1128.200000 sec): 3 clusters
  Score: Raw -3683475.864493 + Penalty 3422.115579 = -3680053.748913
  nChanged 240
		SP:Iteration 12Q (1128.300000 sec): 3 clusters
  Score: Raw -3683503.095488 + Penalty 3422.115579 = -3680080.979909
  nChanged 196
		SP:Iteration 13Q (1128.410000 sec): 3 clusters
  Score: Raw -3683523.223438 + Penalty 3422.115579 = -3680101.107859
  nChanged 202
		SP:Iteration 14Q (1128.510000 sec): 3 clusters
  Score: Raw -3683542.044281 + Penalty 3422.115579 = -3680119.928701
  nChanged 182
		SP:Iteration 15Q (1128.620000 sec): 3 clusters
  Score: Raw -3683559.599916 + Penalty 3422.115579 = -3680137.484336
  nChanged 185
		SP:Iteration 16Q (1128.720000 sec): 3 clusters
  Score: Raw -3683579.472489 + Penalty 3422.115579 = -3680157.356909
  nChanged 205
		SP:Iteration 17Q (1128.820000 sec): 3 clusters
  Score: Raw -3683602.378003 + Penalty 3422.115579 = -3680180.262424
  nChanged 215
		SP:Iteration 18Q (1128.930000 sec): 3 clusters
  Score: Raw -3683627.325736 + Penalty 3422.115579 = -3680205.210157
  nChanged 228
		SP:Iteration 19Q (1129.030000 sec): 3 clusters
  Score: Raw -3683657.245790 + Penalty 3422.115579 = -3680235.130210
  nChanged 259
		SP:Iteration 20F (1129.130000 sec): 3 clusters
  Score: Raw -3683694.384566 + Penalty 3422.115579 = -3680272.268986
  nChanged 298
		SP:Iteration 21Q (1129.240000 sec): 3 clusters
  Score: Raw -3683743.897089 + Penalty 3422.115579 = -3680321.781510
  nChanged 340
		SP:Iteration 22Q (1129.340000 sec): 3 clusters
  Score: Raw -3683809.767047 + Penalty 3422.115579 = -3680387.651467
  nChanged 406
		SP:Iteration 23Q (1129.450000 sec): 3 clusters
  Score: Raw -3683895.768337 + Penalty 3422.115579 = -3680473.652758
  nChanged 412
		SP:Iteration 24Q (1129.560000 sec): 3 clusters
  Score: Raw -3683987.184348 + Penalty 3422.115579 = -3680565.068769
  nChanged 435
		SP:Iteration 25Q (1129.660000 sec): 3 clusters
  Score: Raw -3684091.545166 + Penalty 3422.115579 = -3680669.429586
  nChanged 470
		SP:Iteration 26Q (1129.770000 sec): 3 clusters
  Score: Raw -3684219.360156 + Penalty 3422.115579 = -3680797.244577
  nChanged 516
		SP:Iteration 27Q (1129.870000 sec): 3 clusters
  Score: Raw -3684384.159123 + Penalty 3422.115579 = -3680962.043543
  nChanged 525
		SP:Iteration 28Q (1129.980000 sec): 3 clusters
  Score: Raw -3684565.686189 + Penalty 3422.115579 = -3681143.570609
  nChanged 534
		SP:Iteration 29Q (1130.090000 sec): 3 clusters
  Score: Raw -3684759.217776 + Penalty 3422.115579 = -3681337.102197
  nChanged 540
		SP:Iteration 30Q (1130.200000 sec): 3 clusters
  Score: Raw -3684979.057437 + Penalty 3422.115579 = -3681556.941857
  nChanged 528
		SP:Iteration 31Q (1130.300000 sec): 3 clusters
  Score: Raw -3685238.031445 + Penalty 3422.115579 = -3681815.915866
  nChanged 507
		SP:Iteration 32Q (1130.410000 sec): 3 clusters
  Score: Raw -3685525.428952 + Penalty 3422.115579 = -3682103.313372
  nChanged 481
		SP:Iteration 33Q (1130.510000 sec): 3 clusters
  Score: Raw -3685846.449346 + Penalty 3422.115579 = -3682424.333766
  nChanged 434
		SP:Iteration 34Q (1130.610000 sec): 3 clusters
  Score: Raw -3686102.988734 + Penalty 3422.115579 = -3682680.873154
  nChanged 384
		SP:Iteration 35Q (1130.700000 sec): 3 clusters
  Score: Raw -3686321.020261 + Penalty 3422.115579 = -3682898.904682
  nChanged 358
		SP:Iteration 36Q (1130.800000 sec): 3 clusters
  Score: Raw -3686516.119976 + Penalty 3422.115579 = -3683094.004396
  nChanged 307
		SP:Iteration 37Q (1130.890000 sec): 3 clusters
  Score: Raw -3686668.677792 + Penalty 3422.115579 = -3683246.562213
  nChanged 253
		SP:Iteration 38Q (1130.980000 sec): 3 clusters
  Score: Raw -3686801.245836 + Penalty 3422.115579 = -3683379.130256
  nChanged 232
		SP:Iteration 39Q (1131.060000 sec): 3 clusters
  Score: Raw -3686925.319495 + Penalty 3422.115579 = -3683503.203916
  nChanged 191
		SP:Iteration 40F (1131.160000 sec): 3 clusters
  Score: Raw -3687025.755228 + Penalty 3422.115579 = -3683603.639648
  nChanged 153
		SP:Iteration 41Q (1131.240000 sec): 3 clusters
  Score: Raw -3687102.826668 + Penalty 3422.115579 = -3683680.711089
  nChanged 136
		SP:Iteration 42Q (1131.330000 sec): 3 clusters
  Score: Raw -3687170.330012 + Penalty 3422.115579 = -3683748.214432
  nChanged 122
		SP:Iteration 43Q (1131.410000 sec): 3 clusters
  Score: Raw -3687217.751309 + Penalty 3422.115579 = -3683795.635729
  nChanged 96
		SP:Iteration 44Q (1131.490000 sec): 3 clusters
  Score: Raw -3687252.191122 + Penalty 3422.115579 = -3683830.075543
  nChanged 77
		SP:Iteration 45Q (1131.570000 sec): 3 clusters
  Score: Raw -3687277.262870 + Penalty 3422.115579 = -3683855.147291
  nChanged 56
		SP:Iteration 46Q (1131.650000 sec): 3 clusters
  Score: Raw -3687294.391363 + Penalty 3422.115579 = -3683872.275784
  nChanged 53
		SP:Iteration 47Q (1131.730000 sec): 3 clusters
  Score: Raw -3687309.818175 + Penalty 3422.115579 = -3683887.702596
  nChanged 44
		SP:Iteration 48Q (1131.810000 sec): 3 clusters
  Score: Raw -3687324.247999 + Penalty 3422.115579 = -3683902.132419
  nChanged 49
		SP:Iteration 49Q (1131.890000 sec): 3 clusters
  Score: Raw -3687337.113524 + Penalty 3422.115579 = -3683914.997944
  nChanged 44
		SP:Iteration 50Q (1131.970000 sec): 3 clusters
  Score: Raw -3687349.317642 + Penalty 3422.115579 = -3683927.202063
  nChanged 37
		SP:Iteration 51Q (1132.040000 sec): 3 clusters
  Score: Raw -3687360.795733 + Penalty 3422.115579 = -3683938.680153
  nChanged 33
		SP:Iteration 52Q (1132.120000 sec): 3 clusters
  Score: Raw -3687368.347143 + Penalty 3422.115579 = -3683946.231563
  nChanged 26
		SP:Iteration 53Q (1132.200000 sec): 3 clusters
  Score: Raw -3687374.811448 + Penalty 3422.115579 = -3683952.695869
  nChanged 30
		SP:Iteration 54Q (1132.280000 sec): 3 clusters
  Score: Raw -3687381.839141 + Penalty 3422.115579 = -3683959.723562
  nChanged 18
		SP:Iteration 55Q (1132.360000 sec): 3 clusters
  Score: Raw -3687385.266272 + Penalty 3422.115579 = -3683963.150693
  nChanged 16
		SP:Iteration 56Q (1132.440000 sec): 3 clusters
  Score: Raw -3687388.463173 + Penalty 3422.115579 = -3683966.347593
  nChanged 11
		SP:Iteration 57Q (1132.520000 sec): 3 clusters
  Score: Raw -3687390.204565 + Penalty 3422.115579 = -3683968.088985
  nChanged 6
		SP:Iteration 58Q (1132.600000 sec): 3 clusters
  Score: Raw -3687391.223701 + Penalty 3422.115579 = -3683969.108122
  nChanged 8
		SP:Iteration 59Q (1132.680000 sec): 3 clusters
  Score: Raw -3687392.999100 + Penalty 3422.115579 = -3683970.883521
  nChanged 11
		SP:Iteration 60F (1132.780000 sec): 3 clusters
  Score: Raw -3687394.732162 + Penalty 3422.115579 = -3683972.616582
  nChanged 7
		SP:Iteration 61Q (1132.860000 sec): 3 clusters
  Score: Raw -3687396.088931 + Penalty 3422.115579 = -3683973.973352
  nChanged 5
		SP:Iteration 62Q (1132.940000 sec): 3 clusters
  Score: Raw -3687396.665079 + Penalty 3422.115579 = -3683974.549500
  nChanged 2
		SP:Iteration 63Q (1133.020000 sec): 3 clusters
  Score: Raw -3687396.827722 + Penalty 3422.115579 = -3683974.712143
  nChanged 2
		SP:Iteration 64Q (1133.100000 sec): 3 clusters
  Score: Raw -3687397.449895 + Penalty 3422.115579 = -3683975.334315
  nChanged 2
		SP:Iteration 65Q (1133.170000 sec): 3 clusters
  Score: Raw -3687397.971421 + Penalty 3422.115579 = -3683975.855841
  nChanged 3
		SP:Iteration 66Q (1133.250000 sec): 3 clusters
  Score: Raw -3687398.336028 + Penalty 3422.115579 = -3683976.220448
  nChanged 1
		SP:Iteration 67Q (1133.330000 sec): 3 clusters
  Score: Raw -3687398.462784 + Penalty 3422.115579 = -3683976.347204
  nChanged 0
		SP:Iteration 68F (1133.430000 sec): 3 clusters
  Score: Raw -3687398.462784 + Penalty 3422.115579 = -3683976.347204
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 31 (7828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1133.480000 sec): 2 clusters
  Score: Raw -736898.989979 + Penalty 1456.887628 = -735442.102351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1133.500000 sec): 3 clusters
  Score: Raw -732643.715802 + Penalty 2913.775257 = -729729.940545
  nChanged 3323
		SP:Iteration 1F (1133.520000 sec): 3 clusters
  Score: Raw -734878.636539 + Penalty 2913.775257 = -731964.861282
  nChanged 724
		SP:Iteration 2F (1133.540000 sec): 3 clusters
  Score: Raw -735656.946842 + Penalty 2913.775257 = -732743.171585
  nChanged 717
		SP:Iteration 3F (1133.560000 sec): 3 clusters
  Score: Raw -736510.271334 + Penalty 2913.775257 = -733596.496077
  nChanged 646
		SP:Iteration 4F (1133.580000 sec): 3 clusters
  Score: Raw -737174.903833 + Penalty 2913.775257 = -734261.128576
  nChanged 484
		SP:Iteration 5F (1133.600000 sec): 3 clusters
  Score: Raw -737629.948416 + Penalty 2913.775257 = -734716.173159
  nChanged 406
		SP:Iteration 6F (1133.620000 sec): 3 clusters
  Score: Raw -738021.361282 + Penalty 2913.775257 = -735107.586025
  nChanged 333
		SP:Iteration 7Q (1133.640000 sec): 3 clusters
  Score: Raw -738346.178901 + Penalty 2913.775257 = -735432.403644
  nChanged 295
		SP:Iteration 8Q (1133.660000 sec): 3 clusters
  Score: Raw -738641.257974 + Penalty 2913.775257 = -735727.482718
  nChanged 272
		SP:Iteration 9Q (1133.670000 sec): 3 clusters
  Score: Raw -738929.724671 + Penalty 2913.775257 = -736015.949415
  nChanged 207
		SP:Iteration 10Q (1133.690000 sec): 3 clusters
  Score: Raw -739115.519553 + Penalty 2913.775257 = -736201.744297
  nChanged 147
		SP:Iteration 11Q (1133.710000 sec): 3 clusters
  Score: Raw -739207.779570 + Penalty 2913.775257 = -736294.004314
  nChanged 79
		SP:Iteration 12Q (1133.730000 sec): 3 clusters
  Score: Raw -739233.582644 + Penalty 2913.775257 = -736319.807387
  nChanged 52
		SP:Iteration 13Q (1133.740000 sec): 3 clusters
  Score: Raw -739249.812388 + Penalty 2913.775257 = -736336.037131
  nChanged 36
		SP:Iteration 14Q (1133.760000 sec): 3 clusters
  Score: Raw -739258.005949 + Penalty 2913.775257 = -736344.230693
  nChanged 28
		SP:Iteration 15Q (1133.780000 sec): 3 clusters
  Score: Raw -739264.502107 + Penalty 2913.775257 = -736350.726850
  nChanged 16
		SP:Iteration 16Q (1133.800000 sec): 3 clusters
  Score: Raw -739266.581081 + Penalty 2913.775257 = -736352.805824
  nChanged 9
		SP:Iteration 17Q (1133.820000 sec): 3 clusters
  Score: Raw -739267.783054 + Penalty 2913.775257 = -736354.007798
  nChanged 8
		SP:Iteration 18Q (1133.840000 sec): 3 clusters
  Score: Raw -739268.579873 + Penalty 2913.775257 = -736354.804616
  nChanged 5
		SP:Iteration 19Q (1133.860000 sec): 3 clusters
  Score: Raw -739269.288303 + Penalty 2913.775257 = -736355.513046
  nChanged 5
		SP:Iteration 20F (1133.880000 sec): 3 clusters
  Score: Raw -739271.034094 + Penalty 2913.775257 = -736357.258837
  nChanged 4
		SP:Iteration 21Q (1133.890000 sec): 3 clusters
  Score: Raw -739272.213302 + Penalty 2913.775257 = -736358.438045
  nChanged 3
		SP:Iteration 22Q (1133.910000 sec): 3 clusters
  Score: Raw -739272.824829 + Penalty 2913.775257 = -736359.049572
  nChanged 3
		SP:Iteration 23Q (1133.930000 sec): 3 clusters
  Score: Raw -739273.279070 + Penalty 2913.775257 = -736359.503813
  nChanged 2
		SP:Iteration 24Q (1133.940000 sec): 3 clusters
  Score: Raw -739273.666267 + Penalty 2913.775257 = -736359.891010
  nChanged 1
		SP:Iteration 25Q (1133.960000 sec): 3 clusters
  Score: Raw -739273.829866 + Penalty 2913.775257 = -736360.054610
  nChanged 3
		SP:Iteration 26Q (1133.980000 sec): 3 clusters
  Score: Raw -739274.166792 + Penalty 2913.775257 = -736360.391535
  nChanged 0
		SP:Iteration 27F (1134.000000 sec): 3 clusters
  Score: Raw -739274.166792 + Penalty 2913.775257 = -736360.391535
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (1179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1134.010000 sec): 2 clusters
  Score: Raw -90370.671999 + Penalty 1149.268559 = -89221.403440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1134.020000 sec): 3 clusters
  Score: Raw -90041.705960 + Penalty 2298.537118 = -87743.168843
  nChanged 366
		SP:Iteration 1F (1134.020000 sec): 3 clusters
  Score: Raw -90586.051838 + Penalty 2298.537118 = -88287.514720
  nChanged 146
		SP:Iteration 2F (1134.020000 sec): 3 clusters
  Score: Raw -90975.780355 + Penalty 2298.537118 = -88677.243237
  nChanged 85
		SP:Iteration 3F (1134.020000 sec): 3 clusters
  Score: Raw -91196.815048 + Penalty 2298.537118 = -88898.277930
  nChanged 70
		SP:Iteration 4F (1134.030000 sec): 3 clusters
  Score: Raw -91363.768337 + Penalty 2298.537118 = -89065.231219
  nChanged 52
		SP:Iteration 5Q (1134.030000 sec): 3 clusters
  Score: Raw -91477.005629 + Penalty 2298.537118 = -89178.468511
  nChanged 41
		SP:Iteration 6Q (1134.030000 sec): 3 clusters
  Score: Raw -91544.071734 + Penalty 2298.537118 = -89245.534616
  nChanged 16
		SP:Iteration 7Q (1134.040000 sec): 3 clusters
  Score: Raw -91562.746095 + Penalty 2298.537118 = -89264.208977
  nChanged 12
		SP:Iteration 8Q (1134.040000 sec): 3 clusters
  Score: Raw -91574.108772 + Penalty 2298.537118 = -89275.571654
  nChanged 10
		SP:Iteration 9Q (1134.040000 sec): 3 clusters
  Score: Raw -91584.583885 + Penalty 2298.537118 = -89286.046767
  nChanged 10
		SP:Iteration 10Q (1134.040000 sec): 3 clusters
  Score: Raw -91599.079670 + Penalty 2298.537118 = -89300.542553
  nChanged 11
		SP:Iteration 11Q (1134.040000 sec): 3 clusters
  Score: Raw -91612.728611 + Penalty 2298.537118 = -89314.191493
  nChanged 7
		SP:Iteration 12Q (1134.050000 sec): 3 clusters
  Score: Raw -91620.777616 + Penalty 2298.537118 = -89322.240498
  nChanged 3
		SP:Iteration 13Q (1134.050000 sec): 3 clusters
  Score: Raw -91624.920503 + Penalty 2298.537118 = -89326.383385
  nChanged 3
		SP:Iteration 14Q (1134.050000 sec): 3 clusters
  Score: Raw -91629.285956 + Penalty 2298.537118 = -89330.748838
  nChanged 4
		SP:Iteration 15Q (1134.060000 sec): 3 clusters
  Score: Raw -91631.891443 + Penalty 2298.537118 = -89333.354326
  nChanged 1
		SP:Iteration 16Q (1134.060000 sec): 3 clusters
  Score: Raw -91632.362097 + Penalty 2298.537118 = -89333.824980
  nChanged 1
		SP:Iteration 17Q (1134.060000 sec): 3 clusters
  Score: Raw -91632.761255 + Penalty 2298.537118 = -89334.224137
  nChanged 0
		SP:Iteration 18F (1134.060000 sec): 3 clusters
  Score: Raw -91632.761255 + Penalty 2298.537118 = -89334.224137
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 33 (2308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1134.080000 sec): 2 clusters
  Score: Raw -204691.678050 + Penalty 1258.422202 = -203433.255848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1134.080000 sec): 3 clusters
  Score: Raw -203717.871028 + Penalty 2516.844404 = -201201.026624
  nChanged 834
		SP:Iteration 1F (1134.090000 sec): 3 clusters
  Score: Raw -204459.663582 + Penalty 2516.844404 = -201942.819178
  nChanged 265
		SP:Iteration 2F (1134.100000 sec): 3 clusters
  Score: Raw -204790.407101 + Penalty 2516.844404 = -202273.562697
  nChanged 179
		SP:Iteration 3F (1134.100000 sec): 3 clusters
  Score: Raw -205013.596469 + Penalty 2516.844404 = -202496.752065
  nChanged 140
		SP:Iteration 4F (1134.110000 sec): 3 clusters
  Score: Raw -205160.581251 + Penalty 2516.844404 = -202643.736847
  nChanged 97
		SP:Iteration 5Q (1134.120000 sec): 3 clusters
  Score: Raw -205256.896860 + Penalty 2516.844404 = -202740.052456
  nChanged 74
		SP:Iteration 6Q (1134.120000 sec): 3 clusters
  Score: Raw -205325.787069 + Penalty 2516.844404 = -202808.942665
  nChanged 59
		SP:Iteration 7Q (1134.120000 sec): 3 clusters
  Score: Raw -205377.632039 + Penalty 2516.844404 = -202860.787635
  nChanged 42
		SP:Iteration 8Q (1134.130000 sec): 3 clusters
  Score: Raw -205426.735346 + Penalty 2516.844404 = -202909.890942
  nChanged 36
		SP:Iteration 9Q (1134.140000 sec): 3 clusters
  Score: Raw -205458.288935 + Penalty 2516.844404 = -202941.444531
  nChanged 20
		SP:Iteration 10Q (1134.140000 sec): 3 clusters
  Score: Raw -205469.313155 + Penalty 2516.844404 = -202952.468751
  nChanged 11
		SP:Iteration 11Q (1134.150000 sec): 3 clusters
  Score: Raw -205473.289630 + Penalty 2516.844404 = -202956.445226
  nChanged 3
		SP:Iteration 12Q (1134.150000 sec): 3 clusters
  Score: Raw -205475.917039 + Penalty 2516.844404 = -202959.072635
  nChanged 4
		SP:Iteration 13Q (1134.160000 sec): 3 clusters
  Score: Raw -205478.085292 + Penalty 2516.844404 = -202961.240888
  nChanged 1
		SP:Iteration 14Q (1134.160000 sec): 3 clusters
  Score: Raw -205478.163722 + Penalty 2516.844404 = -202961.319318
  nChanged 0
		SP:Iteration 15F (1134.170000 sec): 3 clusters
  Score: Raw -205478.163722 + Penalty 2516.844404 = -202961.319318
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 34 (116438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1134.560000 sec): 2 clusters
  Score: Raw -11975888.275510 + Penalty 1895.581061 = -11973992.694449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1134.890000 sec): 3 clusters
  Score: Raw -11899693.989742 + Penalty 3791.162122 = -11895902.827620
  nChanged 56054
		SP:Iteration 1F (1135.230000 sec): 3 clusters
  Score: Raw -11932089.998756 + Penalty 3791.162122 = -11928298.836635
  nChanged 3691
		SP:Iteration 2Q (1135.570000 sec): 3 clusters
  Score: Raw -11933036.470508 + Penalty 3791.162122 = -11929245.308386
  nChanged 4428
		SP:Iteration 3Q (1135.900000 sec): 3 clusters
  Score: Raw -11934547.114923 + Penalty 3791.162122 = -11930755.952801
  nChanged 5831
		SP:Iteration 4F (1136.220000 sec): 3 clusters
  Score: Raw -11937314.270989 + Penalty 3791.162122 = -11933523.108868
  nChanged 7808
		SP:Iteration 5F (1136.550000 sec): 3 clusters
  Score: Raw -11942330.324153 + Penalty 3791.162122 = -11938539.162031
  nChanged 9573
		SP:Iteration 6F (1136.870000 sec): 3 clusters
  Score: Raw -11949465.000682 + Penalty 3791.162122 = -11945673.838560
  nChanged 9429
		SP:Iteration 7F (1137.190000 sec): 3 clusters
  Score: Raw -11956698.076946 + Penalty 3791.162122 = -11952906.914824
  nChanged 7713
		SP:Iteration 8F (1137.510000 sec): 3 clusters
  Score: Raw -11962544.519501 + Penalty 3791.162122 = -11958753.357379
  nChanged 5794
		SP:Iteration 9Q (1137.840000 sec): 3 clusters
  Score: Raw -11966861.408494 + Penalty 3791.162122 = -11963070.246372
  nChanged 4249
		SP:Iteration 10Q (1138.170000 sec): 3 clusters
  Score: Raw -11970109.029798 + Penalty 3791.162122 = -11966317.867676
  nChanged 3114
		SP:Iteration 11Q (1138.480000 sec): 3 clusters
  Score: Raw -11972572.327845 + Penalty 3791.162122 = -11968781.165723
  nChanged 2060
		SP:Iteration 12Q (1138.780000 sec): 3 clusters
  Score: Raw -11974223.955348 + Penalty 3791.162122 = -11970432.793226
  nChanged 1153
		SP:Iteration 13Q (1139.070000 sec): 3 clusters
  Score: Raw -11975123.709825 + Penalty 3791.162122 = -11971332.547703
  nChanged 635
		SP:Iteration 14Q (1139.350000 sec): 3 clusters
  Score: Raw -11975612.634471 + Penalty 3791.162122 = -11971821.472349
  nChanged 312
		SP:Iteration 15Q (1139.600000 sec): 3 clusters
  Score: Raw -11975835.440602 + Penalty 3791.162122 = -11972044.278480
  nChanged 162
		SP:Iteration 16Q (1139.840000 sec): 3 clusters
  Score: Raw -11975961.889504 + Penalty 3791.162122 = -11972170.727382
  nChanged 97
		SP:Iteration 17Q (1140.080000 sec): 3 clusters
  Score: Raw -11976039.409673 + Penalty 3791.162122 = -11972248.247551
  nChanged 52
		SP:Iteration 18Q (1140.320000 sec): 3 clusters
  Score: Raw -11976081.649778 + Penalty 3791.162122 = -11972290.487656
  nChanged 30
		SP:Iteration 19Q (1140.560000 sec): 3 clusters
  Score: Raw -11976102.056379 + Penalty 3791.162122 = -11972310.894258
  nChanged 16
		SP:Iteration 20F (1140.880000 sec): 3 clusters
  Score: Raw -11976110.964374 + Penalty 3791.162122 = -11972319.802252
  nChanged 12
		SP:Iteration 21Q (1141.110000 sec): 3 clusters
  Score: Raw -11976119.096292 + Penalty 3791.162122 = -11972327.934170
  nChanged 11
		SP:Iteration 22Q (1141.350000 sec): 3 clusters
  Score: Raw -11976126.204328 + Penalty 3791.162122 = -11972335.042206
  nChanged 10
		SP:Iteration 23Q (1141.580000 sec): 3 clusters
  Score: Raw -11976137.940294 + Penalty 3791.162122 = -11972346.778172
  nChanged 12
		SP:Iteration 24Q (1141.820000 sec): 3 clusters
  Score: Raw -11976146.410364 + Penalty 3791.162122 = -11972355.248242
  nChanged 11
		SP:Iteration 25Q (1142.080000 sec): 3 clusters
  Score: Raw -11976157.523735 + Penalty 3791.162122 = -11972366.361613
  nChanged 6
		SP:Iteration 26Q (1142.310000 sec): 3 clusters
  Score: Raw -11976161.590038 + Penalty 3791.162122 = -11972370.427916
  nChanged 6
		SP:Iteration 27Q (1142.540000 sec): 3 clusters
  Score: Raw -11976166.863393 + Penalty 3791.162122 = -11972375.701271
  nChanged 6
		SP:Iteration 28Q (1142.780000 sec): 3 clusters
  Score: Raw -11976171.297778 + Penalty 3791.162122 = -11972380.135656
  nChanged 5
		SP:Iteration 29Q (1143.010000 sec): 3 clusters
  Score: Raw -11976173.825992 + Penalty 3791.162122 = -11972382.663870
  nChanged 1
		SP:Iteration 30Q (1143.240000 sec): 3 clusters
  Score: Raw -11976174.023321 + Penalty 3791.162122 = -11972382.861199
  nChanged 0
		SP:Iteration 31F (1143.560000 sec): 3 clusters
  Score: Raw -11976174.023321 + Penalty 3791.162122 = -11972382.861199
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 35 (8033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1143.670000 sec): 2 clusters
  Score: Raw -727635.246839 + Penalty 1461.088417 = -726174.158421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1143.690000 sec): 3 clusters
  Score: Raw -723215.016418 + Penalty 2922.176834 = -720292.839583
  nChanged 3383
		SP:Iteration 1F (1143.710000 sec): 3 clusters
  Score: Raw -725095.440946 + Penalty 2922.176834 = -722173.264112
  nChanged 657
		SP:Iteration 2F (1143.730000 sec): 3 clusters
  Score: Raw -725538.061269 + Penalty 2922.176834 = -722615.884435
  nChanged 581
		SP:Iteration 3F (1143.750000 sec): 3 clusters
  Score: Raw -725968.051135 + Penalty 2922.176834 = -723045.874301
  nChanged 574
		SP:Iteration 4F (1143.770000 sec): 3 clusters
  Score: Raw -726419.660935 + Penalty 2922.176834 = -723497.484100
  nChanged 533
		SP:Iteration 5F (1143.790000 sec): 3 clusters
  Score: Raw -726824.465801 + Penalty 2922.176834 = -723902.288967
  nChanged 416
		SP:Iteration 6F (1143.810000 sec): 3 clusters
  Score: Raw -727100.624686 + Penalty 2922.176834 = -724178.447852
  nChanged 330
		SP:Iteration 7Q (1143.840000 sec): 3 clusters
  Score: Raw -727277.627935 + Penalty 2922.176834 = -724355.451101
  nChanged 279
		SP:Iteration 8Q (1143.860000 sec): 3 clusters
  Score: Raw -727427.270233 + Penalty 2922.176834 = -724505.093399
  nChanged 234
		SP:Iteration 9Q (1143.880000 sec): 3 clusters
  Score: Raw -727541.387137 + Penalty 2922.176834 = -724619.210303
  nChanged 192
		SP:Iteration 10Q (1143.900000 sec): 3 clusters
  Score: Raw -727642.592910 + Penalty 2922.176834 = -724720.416076
  nChanged 198
		SP:Iteration 11Q (1143.920000 sec): 3 clusters
  Score: Raw -727749.353125 + Penalty 2922.176834 = -724827.176291
  nChanged 183
		SP:Iteration 12Q (1143.940000 sec): 3 clusters
  Score: Raw -727832.862815 + Penalty 2922.176834 = -724910.685981
  nChanged 149
		SP:Iteration 13Q (1143.950000 sec): 3 clusters
  Score: Raw -727888.348147 + Penalty 2922.176834 = -724966.171313
  nChanged 128
		SP:Iteration 14Q (1143.970000 sec): 3 clusters
  Score: Raw -727937.837459 + Penalty 2922.176834 = -725015.660625
  nChanged 122
		SP:Iteration 15Q (1143.990000 sec): 3 clusters
  Score: Raw -727986.803191 + Penalty 2922.176834 = -725064.626357
  nChanged 124
		SP:Iteration 16Q (1144.010000 sec): 3 clusters
  Score: Raw -728036.622984 + Penalty 2922.176834 = -725114.446150
  nChanged 129
		SP:Iteration 17Q (1144.030000 sec): 3 clusters
  Score: Raw -728083.662981 + Penalty 2922.176834 = -725161.486147
  nChanged 116
		SP:Iteration 18Q (1144.050000 sec): 3 clusters
  Score: Raw -728131.806219 + Penalty 2922.176834 = -725209.629384
  nChanged 120
		SP:Iteration 19Q (1144.070000 sec): 3 clusters
  Score: Raw -728180.430942 + Penalty 2922.176834 = -725258.254107
  nChanged 119
		SP:Iteration 20F (1144.090000 sec): 3 clusters
  Score: Raw -728223.991420 + Penalty 2922.176834 = -725301.814585
  nChanged 99
		SP:Iteration 21Q (1144.110000 sec): 3 clusters
  Score: Raw -728258.722773 + Penalty 2922.176834 = -725336.545939
  nChanged 99
		SP:Iteration 22Q (1144.130000 sec): 3 clusters
  Score: Raw -728296.681698 + Penalty 2922.176834 = -725374.504864
  nChanged 112
		SP:Iteration 23Q (1144.150000 sec): 3 clusters
  Score: Raw -728344.001196 + Penalty 2922.176834 = -725421.824361
  nChanged 98
		SP:Iteration 24Q (1144.170000 sec): 3 clusters
  Score: Raw -728384.318439 + Penalty 2922.176834 = -725462.141605
  nChanged 111
		SP:Iteration 25Q (1144.190000 sec): 3 clusters
  Score: Raw -728441.876547 + Penalty 2922.176834 = -725519.699713
  nChanged 126
		SP:Iteration 26Q (1144.210000 sec): 3 clusters
  Score: Raw -728507.814976 + Penalty 2922.176834 = -725585.638142
  nChanged 127
		SP:Iteration 27Q (1144.220000 sec): 3 clusters
  Score: Raw -728576.221517 + Penalty 2922.176834 = -725654.044683
  nChanged 127
		SP:Iteration 28Q (1144.240000 sec): 3 clusters
  Score: Raw -728647.766656 + Penalty 2922.176834 = -725725.589822
  nChanged 112
		SP:Iteration 29Q (1144.260000 sec): 3 clusters
  Score: Raw -728709.489489 + Penalty 2922.176834 = -725787.312654
  nChanged 127
		SP:Iteration 30Q (1144.280000 sec): 3 clusters
  Score: Raw -728776.841056 + Penalty 2922.176834 = -725854.664222
  nChanged 110
		SP:Iteration 31Q (1144.300000 sec): 3 clusters
  Score: Raw -728853.429793 + Penalty 2922.176834 = -725931.252959
  nChanged 111
		SP:Iteration 32Q (1144.320000 sec): 3 clusters
  Score: Raw -728921.035815 + Penalty 2922.176834 = -725998.858980
  nChanged 99
		SP:Iteration 33Q (1144.330000 sec): 3 clusters
  Score: Raw -728971.341461 + Penalty 2922.176834 = -726049.164627
  nChanged 78
		SP:Iteration 34Q (1144.350000 sec): 3 clusters
  Score: Raw -729008.662966 + Penalty 2922.176834 = -726086.486132
  nChanged 65
		SP:Iteration 35Q (1144.370000 sec): 3 clusters
  Score: Raw -729038.206658 + Penalty 2922.176834 = -726116.029824
  nChanged 61
		SP:Iteration 36Q (1144.390000 sec): 3 clusters
  Score: Raw -729060.196692 + Penalty 2922.176834 = -726138.019858
  nChanged 46
		SP:Iteration 37Q (1144.400000 sec): 3 clusters
  Score: Raw -729077.216489 + Penalty 2922.176834 = -726155.039655
  nChanged 36
		SP:Iteration 38Q (1144.420000 sec): 3 clusters
  Score: Raw -729090.308831 + Penalty 2922.176834 = -726168.131997
  nChanged 34
		SP:Iteration 39Q (1144.440000 sec): 3 clusters
  Score: Raw -729102.746243 + Penalty 2922.176834 = -726180.569409
  nChanged 32
		SP:Iteration 40F (1144.460000 sec): 3 clusters
  Score: Raw -729117.159213 + Penalty 2922.176834 = -726194.982378
  nChanged 35
		SP:Iteration 41Q (1144.480000 sec): 3 clusters
  Score: Raw -729132.122574 + Penalty 2922.176834 = -726209.945739
  nChanged 29
		SP:Iteration 42Q (1144.490000 sec): 3 clusters
  Score: Raw -729142.571456 + Penalty 2922.176834 = -726220.394622
  nChanged 22
		SP:Iteration 43Q (1144.510000 sec): 3 clusters
  Score: Raw -729149.655710 + Penalty 2922.176834 = -726227.478876
  nChanged 22
		SP:Iteration 44Q (1144.520000 sec): 3 clusters
  Score: Raw -729157.098983 + Penalty 2922.176834 = -726234.922149
  nChanged 26
		SP:Iteration 45Q (1144.540000 sec): 3 clusters
  Score: Raw -729165.016567 + Penalty 2922.176834 = -726242.839733
  nChanged 19
		SP:Iteration 46Q (1144.560000 sec): 3 clusters
  Score: Raw -729170.868630 + Penalty 2922.176834 = -726248.691795
  nChanged 18
		SP:Iteration 47Q (1144.580000 sec): 3 clusters
  Score: Raw -729176.019345 + Penalty 2922.176834 = -726253.842511
  nChanged 18
		SP:Iteration 48Q (1144.590000 sec): 3 clusters
  Score: Raw -729181.491046 + Penalty 2922.176834 = -726259.314211
  nChanged 17
		SP:Iteration 49Q (1144.610000 sec): 3 clusters
  Score: Raw -729186.525313 + Penalty 2922.176834 = -726264.348479
  nChanged 19
		SP:Iteration 50Q (1144.630000 sec): 3 clusters
  Score: Raw -729192.199246 + Penalty 2922.176834 = -726270.022412
  nChanged 13
		SP:Iteration 51Q (1144.640000 sec): 3 clusters
  Score: Raw -729195.444599 + Penalty 2922.176834 = -726273.267764
  nChanged 9
		SP:Iteration 52Q (1144.660000 sec): 3 clusters
  Score: Raw -729197.359831 + Penalty 2922.176834 = -726275.182996
  nChanged 8
		SP:Iteration 53Q (1144.680000 sec): 3 clusters
  Score: Raw -729199.703636 + Penalty 2922.176834 = -726277.526802
  nChanged 12
		SP:Iteration 54Q (1144.700000 sec): 3 clusters
  Score: Raw -729202.805101 + Penalty 2922.176834 = -726280.628266
  nChanged 7
		SP:Iteration 55Q (1144.710000 sec): 3 clusters
  Score: Raw -729204.735629 + Penalty 2922.176834 = -726282.558794
  nChanged 7
		SP:Iteration 56Q (1144.730000 sec): 3 clusters
  Score: Raw -729206.927212 + Penalty 2922.176834 = -726284.750378
  nChanged 6
		SP:Iteration 57Q (1144.740000 sec): 3 clusters
  Score: Raw -729209.032879 + Penalty 2922.176834 = -726286.856045
  nChanged 5
		SP:Iteration 58Q (1144.760000 sec): 3 clusters
  Score: Raw -729210.123619 + Penalty 2922.176834 = -726287.946784
  nChanged 4
		SP:Iteration 59Q (1144.780000 sec): 3 clusters
  Score: Raw -729210.855538 + Penalty 2922.176834 = -726288.678704
  nChanged 1
		SP:Iteration 60F (1144.800000 sec): 3 clusters
  Score: Raw -729211.056547 + Penalty 2922.176834 = -726288.879713
  nChanged 3
		SP:Iteration 61Q (1144.820000 sec): 3 clusters
  Score: Raw -729211.353440 + Penalty 2922.176834 = -726289.176606
  nChanged 1
		SP:Iteration 62Q (1144.830000 sec): 3 clusters
  Score: Raw -729211.507815 + Penalty 2922.176834 = -726289.330980
  nChanged 3
		SP:Iteration 63Q (1144.850000 sec): 3 clusters
  Score: Raw -729212.304786 + Penalty 2922.176834 = -726290.127952
  nChanged 4
		SP:Iteration 64Q (1144.860000 sec): 3 clusters
  Score: Raw -729213.711346 + Penalty 2922.176834 = -726291.534512
  nChanged 9
		SP:Iteration 65Q (1144.880000 sec): 3 clusters
  Score: Raw -729216.230444 + Penalty 2922.176834 = -726294.053610
  nChanged 9
		SP:Iteration 66Q (1144.900000 sec): 3 clusters
  Score: Raw -729218.070548 + Penalty 2922.176834 = -726295.893714
  nChanged 7
		SP:Iteration 67Q (1144.920000 sec): 3 clusters
  Score: Raw -729219.215134 + Penalty 2922.176834 = -726297.038300
  nChanged 4
		SP:Iteration 68Q (1144.930000 sec): 3 clusters
  Score: Raw -729219.965284 + Penalty 2922.176834 = -726297.788450
  nChanged 6
		SP:Iteration 69Q (1144.950000 sec): 3 clusters
  Score: Raw -729221.483716 + Penalty 2922.176834 = -726299.306882
  nChanged 3
		SP:Iteration 70Q (1144.960000 sec): 3 clusters
  Score: Raw -729222.012731 + Penalty 2922.176834 = -726299.835897
  nChanged 2
		SP:Iteration 71Q (1144.980000 sec): 3 clusters
  Score: Raw -729222.473423 + Penalty 2922.176834 = -726300.296589
  nChanged 1
		SP:Iteration 72Q (1145.000000 sec): 3 clusters
  Score: Raw -729222.614463 + Penalty 2922.176834 = -726300.437629
  nChanged 1
		SP:Iteration 73Q (1145.020000 sec): 3 clusters
  Score: Raw -729222.749174 + Penalty 2922.176834 = -726300.572340
  nChanged 1
		SP:Iteration 74Q (1145.030000 sec): 3 clusters
  Score: Raw -729222.927521 + Penalty 2922.176834 = -726300.750687
  nChanged 2
		SP:Iteration 75Q (1145.050000 sec): 3 clusters
  Score: Raw -729223.301220 + Penalty 2922.176834 = -726301.124386
  nChanged 4
		SP:Iteration 76Q (1145.060000 sec): 3 clusters
  Score: Raw -729224.163712 + Penalty 2922.176834 = -726301.986878
  nChanged 5
		SP:Iteration 77Q (1145.080000 sec): 3 clusters
  Score: Raw -729225.137101 + Penalty 2922.176834 = -726302.960267
  nChanged 1
		SP:Iteration 78Q (1145.100000 sec): 3 clusters
  Score: Raw -729225.263896 + Penalty 2922.176834 = -726303.087061
  nChanged 0
		SP:Iteration 79F (1145.120000 sec): 3 clusters
  Score: Raw -729225.263896 + Penalty 2922.176834 = -726303.087061
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 36 (3802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1145.140000 sec): 2 clusters
  Score: Raw -386125.101319 + Penalty 1339.533410 = -384785.567909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1145.160000 sec): 3 clusters
  Score: Raw -384242.446803 + Penalty 2679.066820 = -381563.379983
  nChanged 1530
		SP:Iteration 1F (1145.170000 sec): 3 clusters
  Score: Raw -385154.029081 + Penalty 2679.066820 = -382474.962261
  nChanged 295
		SP:Iteration 2F (1145.180000 sec): 3 clusters
  Score: Raw -385400.593661 + Penalty 2679.066820 = -382721.526841
  nChanged 283
		SP:Iteration 3F (1145.190000 sec): 3 clusters
  Score: Raw -385677.977333 + Penalty 2679.066820 = -382998.910513
  nChanged 270
		SP:Iteration 4F (1145.200000 sec): 3 clusters
  Score: Raw -385974.136316 + Penalty 2679.066820 = -383295.069496
  nChanged 259
		SP:Iteration 5F (1145.210000 sec): 3 clusters
  Score: Raw -386301.723764 + Penalty 2679.066820 = -383622.656944
  nChanged 227
		SP:Iteration 6F (1145.220000 sec): 3 clusters
  Score: Raw -386539.303229 + Penalty 2679.066820 = -383860.236409
  nChanged 152
		SP:Iteration 7Q (1145.230000 sec): 3 clusters
  Score: Raw -386686.024045 + Penalty 2679.066820 = -384006.957225
  nChanged 99
		SP:Iteration 8Q (1145.240000 sec): 3 clusters
  Score: Raw -386776.733520 + Penalty 2679.066820 = -384097.666700
  nChanged 89
		SP:Iteration 9Q (1145.250000 sec): 3 clusters
  Score: Raw -386859.433578 + Penalty 2679.066820 = -384180.366758
  nChanged 84
		SP:Iteration 10Q (1145.260000 sec): 3 clusters
  Score: Raw -386917.746098 + Penalty 2679.066820 = -384238.679278
  nChanged 58
		SP:Iteration 11Q (1145.270000 sec): 3 clusters
  Score: Raw -386952.903237 + Penalty 2679.066820 = -384273.836417
  nChanged 58
		SP:Iteration 12Q (1145.280000 sec): 3 clusters
  Score: Raw -386977.429081 + Penalty 2679.066820 = -384298.362261
  nChanged 39
		SP:Iteration 13Q (1145.290000 sec): 3 clusters
  Score: Raw -386996.525068 + Penalty 2679.066820 = -384317.458248
  nChanged 24
		SP:Iteration 14Q (1145.300000 sec): 3 clusters
  Score: Raw -387004.990034 + Penalty 2679.066820 = -384325.923214
  nChanged 16
		SP:Iteration 15Q (1145.310000 sec): 3 clusters
  Score: Raw -387010.820092 + Penalty 2679.066820 = -384331.753272
  nChanged 13
		SP:Iteration 16Q (1145.310000 sec): 3 clusters
  Score: Raw -387014.779363 + Penalty 2679.066820 = -384335.712543
  nChanged 9
		SP:Iteration 17Q (1145.330000 sec): 3 clusters
  Score: Raw -387018.275157 + Penalty 2679.066820 = -384339.208337
  nChanged 7
		SP:Iteration 18Q (1145.330000 sec): 3 clusters
  Score: Raw -387020.693690 + Penalty 2679.066820 = -384341.626870
  nChanged 9
		SP:Iteration 19Q (1145.340000 sec): 3 clusters
  Score: Raw -387023.765338 + Penalty 2679.066820 = -384344.698518
  nChanged 11
		SP:Iteration 20F (1145.350000 sec): 3 clusters
  Score: Raw -387028.739346 + Penalty 2679.066820 = -384349.672526
  nChanged 13
		SP:Iteration 21Q (1145.360000 sec): 3 clusters
  Score: Raw -387033.016872 + Penalty 2679.066820 = -384353.950052
  nChanged 8
		SP:Iteration 22Q (1145.370000 sec): 3 clusters
  Score: Raw -387036.600787 + Penalty 2679.066820 = -384357.533967
  nChanged 12
		SP:Iteration 23Q (1145.380000 sec): 3 clusters
  Score: Raw -387041.107633 + Penalty 2679.066820 = -384362.040813
  nChanged 12
		SP:Iteration 24Q (1145.390000 sec): 3 clusters
  Score: Raw -387046.430127 + Penalty 2679.066820 = -384367.363307
  nChanged 8
		SP:Iteration 25Q (1145.400000 sec): 3 clusters
  Score: Raw -387048.759908 + Penalty 2679.066820 = -384369.693088
  nChanged 5
		SP:Iteration 26Q (1145.410000 sec): 3 clusters
  Score: Raw -387050.629164 + Penalty 2679.066820 = -384371.562344
  nChanged 5
		SP:Iteration 27Q (1145.420000 sec): 3 clusters
  Score: Raw -387052.366006 + Penalty 2679.066820 = -384373.299186
  nChanged 3
		SP:Iteration 28Q (1145.430000 sec): 3 clusters
  Score: Raw -387053.425971 + Penalty 2679.066820 = -384374.359151
  nChanged 5
		SP:Iteration 29Q (1145.440000 sec): 3 clusters
  Score: Raw -387055.130603 + Penalty 2679.066820 = -384376.063783
  nChanged 4
		SP:Iteration 30Q (1145.450000 sec): 3 clusters
  Score: Raw -387057.195844 + Penalty 2679.066820 = -384378.129024
  nChanged 6
		SP:Iteration 31Q (1145.460000 sec): 3 clusters
  Score: Raw -387059.034846 + Penalty 2679.066820 = -384379.968026
  nChanged 3
		SP:Iteration 32Q (1145.470000 sec): 3 clusters
  Score: Raw -387059.770139 + Penalty 2679.066820 = -384380.703319
  nChanged 1
		SP:Iteration 33Q (1145.480000 sec): 3 clusters
  Score: Raw -387059.995211 + Penalty 2679.066820 = -384380.928391
  nChanged 1
		SP:Iteration 34Q (1145.490000 sec): 3 clusters
  Score: Raw -387060.402771 + Penalty 2679.066820 = -384381.335951
  nChanged 0
		SP:Iteration 35F (1145.490000 sec): 3 clusters
  Score: Raw -387060.402771 + Penalty 2679.066820 = -384381.335951
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 37 (12448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1145.540000 sec): 2 clusters
  Score: Raw -1147289.364197 + Penalty 1532.263728 = -1145757.100470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1145.570000 sec): 3 clusters
  Score: Raw -1140068.294984 + Penalty 3064.527455 = -1137003.767529
  nChanged 5509
		SP:Iteration 1F (1145.600000 sec): 3 clusters
  Score: Raw -1143508.169268 + Penalty 3064.527455 = -1140443.641812
  nChanged 1034
		SP:Iteration 2F (1145.630000 sec): 3 clusters
  Score: Raw -1144407.311061 + Penalty 3064.527455 = -1141342.783606
  nChanged 1066
		SP:Iteration 3F (1145.670000 sec): 3 clusters
  Score: Raw -1145452.331890 + Penalty 3064.527455 = -1142387.804435
  nChanged 1030
		SP:Iteration 4F (1145.700000 sec): 3 clusters
  Score: Raw -1146414.918030 + Penalty 3064.527455 = -1143350.390575
  nChanged 842
		SP:Iteration 5F (1145.730000 sec): 3 clusters
  Score: Raw -1147098.016289 + Penalty 3064.527455 = -1144033.488834
  nChanged 642
		SP:Iteration 6F (1145.760000 sec): 3 clusters
  Score: Raw -1147539.287035 + Penalty 3064.527455 = -1144474.759580
  nChanged 447
		SP:Iteration 7Q (1145.790000 sec): 3 clusters
  Score: Raw -1147815.190491 + Penalty 3064.527455 = -1144750.663036
  nChanged 320
		SP:Iteration 8Q (1145.830000 sec): 3 clusters
  Score: Raw -1147975.857406 + Penalty 3064.527455 = -1144911.329951
  nChanged 217
		SP:Iteration 9Q (1145.850000 sec): 3 clusters
  Score: Raw -1148063.921722 + Penalty 3064.527455 = -1144999.394267
  nChanged 165
		SP:Iteration 10Q (1145.890000 sec): 3 clusters
  Score: Raw -1148128.443408 + Penalty 3064.527455 = -1145063.915952
  nChanged 125
		SP:Iteration 11Q (1145.910000 sec): 3 clusters
  Score: Raw -1148168.341402 + Penalty 3064.527455 = -1145103.813947
  nChanged 92
		SP:Iteration 12Q (1145.940000 sec): 3 clusters
  Score: Raw -1148192.793106 + Penalty 3064.527455 = -1145128.265651
  nChanged 85
		SP:Iteration 13Q (1145.970000 sec): 3 clusters
  Score: Raw -1148216.254004 + Penalty 3064.527455 = -1145151.726549
  nChanged 91
		SP:Iteration 14Q (1146.000000 sec): 3 clusters
  Score: Raw -1148237.531976 + Penalty 3064.527455 = -1145173.004521
  nChanged 75
		SP:Iteration 15Q (1146.030000 sec): 3 clusters
  Score: Raw -1148256.924701 + Penalty 3064.527455 = -1145192.397246
  nChanged 75
		SP:Iteration 16Q (1146.060000 sec): 3 clusters
  Score: Raw -1148276.078344 + Penalty 3064.527455 = -1145211.550889
  nChanged 64
		SP:Iteration 17Q (1146.090000 sec): 3 clusters
  Score: Raw -1148295.439356 + Penalty 3064.527455 = -1145230.911901
  nChanged 69
		SP:Iteration 18Q (1146.120000 sec): 3 clusters
  Score: Raw -1148315.846470 + Penalty 3064.527455 = -1145251.319015
  nChanged 64
		SP:Iteration 19Q (1146.150000 sec): 3 clusters
  Score: Raw -1148339.198482 + Penalty 3064.527455 = -1145274.671027
  nChanged 73
		SP:Iteration 20F (1146.180000 sec): 3 clusters
  Score: Raw -1148375.667675 + Penalty 3064.527455 = -1145311.140220
  nChanged 83
		SP:Iteration 21Q (1146.210000 sec): 3 clusters
  Score: Raw -1148416.197908 + Penalty 3064.527455 = -1145351.670453
  nChanged 92
		SP:Iteration 22Q (1146.240000 sec): 3 clusters
  Score: Raw -1148456.199069 + Penalty 3064.527455 = -1145391.671614
  nChanged 92
		SP:Iteration 23Q (1146.270000 sec): 3 clusters
  Score: Raw -1148489.889671 + Penalty 3064.527455 = -1145425.362216
  nChanged 79
		SP:Iteration 24Q (1146.300000 sec): 3 clusters
  Score: Raw -1148520.957035 + Penalty 3064.527455 = -1145456.429580
  nChanged 75
		SP:Iteration 25Q (1146.330000 sec): 3 clusters
  Score: Raw -1148550.089118 + Penalty 3064.527455 = -1145485.561662
  nChanged 67
		SP:Iteration 26Q (1146.360000 sec): 3 clusters
  Score: Raw -1148573.815955 + Penalty 3064.527455 = -1145509.288500
  nChanged 68
		SP:Iteration 27Q (1146.390000 sec): 3 clusters
  Score: Raw -1148596.460463 + Penalty 3064.527455 = -1145531.933008
  nChanged 63
		SP:Iteration 28Q (1146.410000 sec): 3 clusters
  Score: Raw -1148618.081030 + Penalty 3064.527455 = -1145553.553575
  nChanged 59
		SP:Iteration 29Q (1146.440000 sec): 3 clusters
  Score: Raw -1148639.087542 + Penalty 3064.527455 = -1145574.560087
  nChanged 68
		SP:Iteration 30Q (1146.470000 sec): 3 clusters
  Score: Raw -1148663.761858 + Penalty 3064.527455 = -1145599.234403
  nChanged 63
		SP:Iteration 31Q (1146.500000 sec): 3 clusters
  Score: Raw -1148683.885057 + Penalty 3064.527455 = -1145619.357601
  nChanged 51
		SP:Iteration 32Q (1146.530000 sec): 3 clusters
  Score: Raw -1148698.537371 + Penalty 3064.527455 = -1145634.009916
  nChanged 47
		SP:Iteration 33Q (1146.550000 sec): 3 clusters
  Score: Raw -1148709.399990 + Penalty 3064.527455 = -1145644.872535
  nChanged 40
		SP:Iteration 34Q (1146.580000 sec): 3 clusters
  Score: Raw -1148719.871109 + Penalty 3064.527455 = -1145655.343654
  nChanged 43
		SP:Iteration 35Q (1146.610000 sec): 3 clusters
  Score: Raw -1148728.787826 + Penalty 3064.527455 = -1145664.260371
  nChanged 42
		SP:Iteration 36Q (1146.640000 sec): 3 clusters
  Score: Raw -1148740.073627 + Penalty 3064.527455 = -1145675.546172
  nChanged 43
		SP:Iteration 37Q (1146.670000 sec): 3 clusters
  Score: Raw -1148751.547553 + Penalty 3064.527455 = -1145687.020098
  nChanged 46
		SP:Iteration 38Q (1146.690000 sec): 3 clusters
  Score: Raw -1148763.538762 + Penalty 3064.527455 = -1145699.011307
  nChanged 42
		SP:Iteration 39Q (1146.720000 sec): 3 clusters
  Score: Raw -1148774.476916 + Penalty 3064.527455 = -1145709.949461
  nChanged 35
		SP:Iteration 40F (1146.750000 sec): 3 clusters
  Score: Raw -1148781.668693 + Penalty 3064.527455 = -1145717.141238
  nChanged 27
		SP:Iteration 41Q (1146.780000 sec): 3 clusters
  Score: Raw -1148787.837452 + Penalty 3064.527455 = -1145723.309997
  nChanged 36
		SP:Iteration 42Q (1146.810000 sec): 3 clusters
  Score: Raw -1148795.008434 + Penalty 3064.527455 = -1145730.480979
  nChanged 31
		SP:Iteration 43Q (1146.830000 sec): 3 clusters
  Score: Raw -1148801.322289 + Penalty 3064.527455 = -1145736.794834
  nChanged 29
		SP:Iteration 44Q (1146.860000 sec): 3 clusters
  Score: Raw -1148808.328037 + Penalty 3064.527455 = -1145743.800582
  nChanged 39
		SP:Iteration 45Q (1146.890000 sec): 3 clusters
  Score: Raw -1148821.052629 + Penalty 3064.527455 = -1145756.525174
  nChanged 57
		SP:Iteration 46Q (1146.920000 sec): 3 clusters
  Score: Raw -1148837.563105 + Penalty 3064.527455 = -1145773.035650
  nChanged 55
		SP:Iteration 47Q (1146.950000 sec): 3 clusters
  Score: Raw -1148856.299151 + Penalty 3064.527455 = -1145791.771696
  nChanged 58
		SP:Iteration 48Q (1146.970000 sec): 3 clusters
  Score: Raw -1148876.720438 + Penalty 3064.527455 = -1145812.192983
  nChanged 58
		SP:Iteration 49Q (1147.000000 sec): 3 clusters
  Score: Raw -1148890.890693 + Penalty 3064.527455 = -1145826.363238
  nChanged 35
		SP:Iteration 50Q (1147.030000 sec): 3 clusters
  Score: Raw -1148898.591340 + Penalty 3064.527455 = -1145834.063885
  nChanged 31
		SP:Iteration 51Q (1147.050000 sec): 3 clusters
  Score: Raw -1148905.578437 + Penalty 3064.527455 = -1145841.050982
  nChanged 33
		SP:Iteration 52Q (1147.080000 sec): 3 clusters
  Score: Raw -1148916.409482 + Penalty 3064.527455 = -1145851.882027
  nChanged 46
		SP:Iteration 53Q (1147.110000 sec): 3 clusters
  Score: Raw -1148929.325781 + Penalty 3064.527455 = -1145864.798326
  nChanged 38
		SP:Iteration 54Q (1147.130000 sec): 3 clusters
  Score: Raw -1148941.319648 + Penalty 3064.527455 = -1145876.792193
  nChanged 43
		SP:Iteration 55Q (1147.160000 sec): 3 clusters
  Score: Raw -1148954.324680 + Penalty 3064.527455 = -1145889.797225
  nChanged 52
		SP:Iteration 56Q (1147.190000 sec): 3 clusters
  Score: Raw -1148971.326091 + Penalty 3064.527455 = -1145906.798636
  nChanged 62
		SP:Iteration 57Q (1147.210000 sec): 3 clusters
  Score: Raw -1148989.881959 + Penalty 3064.527455 = -1145925.354504
  nChanged 61
		SP:Iteration 58Q (1147.240000 sec): 3 clusters
  Score: Raw -1149015.940660 + Penalty 3064.527455 = -1145951.413205
  nChanged 85
		SP:Iteration 59Q (1147.270000 sec): 3 clusters
  Score: Raw -1149056.848040 + Penalty 3064.527455 = -1145992.320585
  nChanged 103
		SP:Iteration 60F (1147.300000 sec): 3 clusters
  Score: Raw -1149117.093813 + Penalty 3064.527455 = -1146052.566358
  nChanged 115
		SP:Iteration 61Q (1147.330000 sec): 3 clusters
  Score: Raw -1149208.801495 + Penalty 3064.527455 = -1146144.274040
  nChanged 154
		SP:Iteration 62Q (1147.350000 sec): 3 clusters
  Score: Raw -1149336.157982 + Penalty 3064.527455 = -1146271.630527
  nChanged 185
		SP:Iteration 63Q (1147.380000 sec): 3 clusters
  Score: Raw -1149476.164950 + Penalty 3064.527455 = -1146411.637495
  nChanged 187
		SP:Iteration 64Q (1147.410000 sec): 3 clusters
  Score: Raw -1149579.189711 + Penalty 3064.527455 = -1146514.662256
  nChanged 151
		SP:Iteration 65Q (1147.430000 sec): 3 clusters
  Score: Raw -1149651.217466 + Penalty 3064.527455 = -1146586.690011
  nChanged 120
		SP:Iteration 66Q (1147.460000 sec): 3 clusters
  Score: Raw -1149699.336577 + Penalty 3064.527455 = -1146634.809122
  nChanged 103
		SP:Iteration 67Q (1147.490000 sec): 3 clusters
  Score: Raw -1149739.533865 + Penalty 3064.527455 = -1146675.006410
  nChanged 80
		SP:Iteration 68Q (1147.510000 sec): 3 clusters
  Score: Raw -1149770.305932 + Penalty 3064.527455 = -1146705.778477
  nChanged 68
		SP:Iteration 69Q (1147.540000 sec): 3 clusters
  Score: Raw -1149791.673463 + Penalty 3064.527455 = -1146727.146008
  nChanged 61
		SP:Iteration 70Q (1147.570000 sec): 3 clusters
  Score: Raw -1149810.693749 + Penalty 3064.527455 = -1146746.166294
  nChanged 43
		SP:Iteration 71Q (1147.590000 sec): 3 clusters
  Score: Raw -1149821.322764 + Penalty 3064.527455 = -1146756.795309
  nChanged 41
		SP:Iteration 72Q (1147.620000 sec): 3 clusters
  Score: Raw -1149835.099613 + Penalty 3064.527455 = -1146770.572158
  nChanged 49
		SP:Iteration 73Q (1147.650000 sec): 3 clusters
  Score: Raw -1149852.105662 + Penalty 3064.527455 = -1146787.578207
  nChanged 51
		SP:Iteration 74Q (1147.670000 sec): 3 clusters
  Score: Raw -1149867.677986 + Penalty 3064.527455 = -1146803.150531
  nChanged 43
		SP:Iteration 75Q (1147.690000 sec): 3 clusters
  Score: Raw -1149881.499629 + Penalty 3064.527455 = -1146816.972173
  nChanged 45
		SP:Iteration 76Q (1147.720000 sec): 3 clusters
  Score: Raw -1149895.994077 + Penalty 3064.527455 = -1146831.466622
  nChanged 44
		SP:Iteration 77Q (1147.750000 sec): 3 clusters
  Score: Raw -1149908.731719 + Penalty 3064.527455 = -1146844.204264
  nChanged 45
		SP:Iteration 78Q (1147.770000 sec): 3 clusters
  Score: Raw -1149923.041087 + Penalty 3064.527455 = -1146858.513632
  nChanged 47
		SP:Iteration 79Q (1147.800000 sec): 3 clusters
  Score: Raw -1149937.878428 + Penalty 3064.527455 = -1146873.350973
  nChanged 47
		SP:Iteration 80F (1147.840000 sec): 3 clusters
  Score: Raw -1149956.549871 + Penalty 3064.527455 = -1146892.022416
  nChanged 48
		SP:Iteration 81Q (1147.870000 sec): 3 clusters
  Score: Raw -1149971.866636 + Penalty 3064.527455 = -1146907.339181
  nChanged 39
		SP:Iteration 82Q (1147.900000 sec): 3 clusters
  Score: Raw -1149980.978048 + Penalty 3064.527455 = -1146916.450593
  nChanged 33
		SP:Iteration 83Q (1147.930000 sec): 3 clusters
  Score: Raw -1149988.829176 + Penalty 3064.527455 = -1146924.301721
  nChanged 33
		SP:Iteration 84Q (1147.950000 sec): 3 clusters
  Score: Raw -1149995.665407 + Penalty 3064.527455 = -1146931.137952
  nChanged 30
		SP:Iteration 85Q (1147.980000 sec): 3 clusters
  Score: Raw -1150000.988614 + Penalty 3064.527455 = -1146936.461159
  nChanged 21
		SP:Iteration 86Q (1148.010000 sec): 3 clusters
  Score: Raw -1150004.336038 + Penalty 3064.527455 = -1146939.808583
  nChanged 18
		SP:Iteration 87Q (1148.030000 sec): 3 clusters
  Score: Raw -1150007.283504 + Penalty 3064.527455 = -1146942.756049
  nChanged 17
		SP:Iteration 88Q (1148.060000 sec): 3 clusters
  Score: Raw -1150010.056376 + Penalty 3064.527455 = -1146945.528921
  nChanged 18
		SP:Iteration 89Q (1148.090000 sec): 3 clusters
  Score: Raw -1150013.242170 + Penalty 3064.527455 = -1146948.714715
  nChanged 18
		SP:Iteration 90Q (1148.110000 sec): 3 clusters
  Score: Raw -1150015.839351 + Penalty 3064.527455 = -1146951.311896
  nChanged 14
		SP:Iteration 91Q (1148.140000 sec): 3 clusters
  Score: Raw -1150018.022495 + Penalty 3064.527455 = -1146953.495040
  nChanged 14
		SP:Iteration 92Q (1148.170000 sec): 3 clusters
  Score: Raw -1150019.824081 + Penalty 3064.527455 = -1146955.296626
  nChanged 11
		SP:Iteration 93Q (1148.190000 sec): 3 clusters
  Score: Raw -1150021.375820 + Penalty 3064.527455 = -1146956.848365
  nChanged 13
		SP:Iteration 94Q (1148.220000 sec): 3 clusters
  Score: Raw -1150022.908920 + Penalty 3064.527455 = -1146958.381465
  nChanged 8
		SP:Iteration 95Q (1148.250000 sec): 3 clusters
  Score: Raw -1150023.852899 + Penalty 3064.527455 = -1146959.325444
  nChanged 8
		SP:Iteration 96Q (1148.270000 sec): 3 clusters
  Score: Raw -1150024.689124 + Penalty 3064.527455 = -1146960.161669
  nChanged 6
		SP:Iteration 97Q (1148.300000 sec): 3 clusters
  Score: Raw -1150025.241709 + Penalty 3064.527455 = -1146960.714254
  nChanged 7
		SP:Iteration 98Q (1148.330000 sec): 3 clusters
  Score: Raw -1150026.222713 + Penalty 3064.527455 = -1146961.695258
  nChanged 5
		SP:Iteration 99Q (1148.360000 sec): 3 clusters
  Score: Raw -1150026.992325 + Penalty 3064.527455 = -1146962.464869
  nChanged 9
		SP:Iteration 100F (1148.390000 sec): 3 clusters
  Score: Raw -1150028.505691 + Penalty 3064.527455 = -1146963.978235
  nChanged 9
		SP:Iteration 101Q (1148.410000 sec): 3 clusters
  Score: Raw -1150029.725786 + Penalty 3064.527455 = -1146965.198331
  nChanged 10
		SP:Iteration 102Q (1148.440000 sec): 3 clusters
  Score: Raw -1150030.775677 + Penalty 3064.527455 = -1146966.248222
  nChanged 6
		SP:Iteration 103Q (1148.470000 sec): 3 clusters
  Score: Raw -1150031.238730 + Penalty 3064.527455 = -1146966.711275
  nChanged 6
		SP:Iteration 104Q (1148.500000 sec): 3 clusters
  Score: Raw -1150031.778663 + Penalty 3064.527455 = -1146967.251208
  nChanged 3
		SP:Iteration 105Q (1148.520000 sec): 3 clusters
  Score: Raw -1150032.023768 + Penalty 3064.527455 = -1146967.496313
  nChanged 5
		SP:Iteration 106Q (1148.550000 sec): 3 clusters
  Score: Raw -1150032.613736 + Penalty 3064.527455 = -1146968.086281
  nChanged 4
		SP:Iteration 107Q (1148.580000 sec): 3 clusters
  Score: Raw -1150032.962614 + Penalty 3064.527455 = -1146968.435159
  nChanged 2
		SP:Iteration 108Q (1148.600000 sec): 3 clusters
  Score: Raw -1150033.065518 + Penalty 3064.527455 = -1146968.538063
  nChanged 0
		SP:Iteration 109F (1148.630000 sec): 3 clusters
  Score: Raw -1150033.065518 + Penalty 3064.527455 = -1146968.538063
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 38 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1148.650000 sec): 2 clusters
  Score: Raw -16032.222044 + Penalty 842.950193 = -15189.271850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1148.650000 sec): 3 clusters
  Score: Raw -16130.653690 + Penalty 1685.900387 = -14444.753303
  nChanged 18
		SP:Iteration 1F (1148.650000 sec): 3 clusters
  Score: Raw -16206.669119 + Penalty 1685.900387 = -14520.768732
  nChanged 10
		SP:Iteration 2F (1148.650000 sec): 3 clusters
  Score: Raw -16227.360385 + Penalty 1685.900387 = -14541.459998
  nChanged 3
		SP:Iteration 3Q (1148.650000 sec): 3 clusters
  Score: Raw -16234.555845 + Penalty 1685.900387 = -14548.655458
  nChanged 2
		SP:Iteration 4Q (1148.650000 sec): 3 clusters
  Score: Raw -16239.051242 + Penalty 1685.900387 = -14553.150855
  nChanged 2
		SP:Iteration 5Q (1148.650000 sec): 3 clusters
  Score: Raw -16247.669386 + Penalty 1685.900387 = -14561.768999
  nChanged 3
		SP:Iteration 6Q (1148.650000 sec): 3 clusters
  Score: Raw -16254.495717 + Penalty 1685.900387 = -14568.595330
  nChanged 4
		SP:Iteration 7Q (1148.650000 sec): 3 clusters
  Score: Raw -16271.808846 + Penalty 1685.900387 = -14585.908459
  nChanged 5
		SP:Iteration 8Q (1148.650000 sec): 3 clusters
  Score: Raw -16291.753394 + Penalty 1685.900387 = -14605.853007
  nChanged 6
		SP:Iteration 9Q (1148.650000 sec): 3 clusters
  Score: Raw -16368.337552 + Penalty 1685.900387 = -14682.437165
  nChanged 6
		SP:Iteration 10Q (1148.650000 sec): 3 clusters
  Score: Raw -16391.007345 + Penalty 1685.900387 = -14705.106958
  nChanged 2
		SP:Iteration 11Q (1148.650000 sec): 3 clusters
  Score: Raw -16397.016263 + Penalty 1685.900387 = -14711.115876
  nChanged 1
		SP:Iteration 12Q (1148.650000 sec): 3 clusters
  Score: Raw -16402.285594 + Penalty 1685.900387 = -14716.385207
  nChanged 2
		SP:Iteration 13Q (1148.650000 sec): 3 clusters
  Score: Raw -16410.004479 + Penalty 1685.900387 = -14724.104092
  nChanged 0
		SP:Iteration 14F (1148.660000 sec): 3 clusters
  Score: Raw -16420.477948 + Penalty 1685.900387 = -14734.577561
  nChanged 1
		SP:Iteration 15Q (1148.660000 sec): 3 clusters
  Score: Raw -16472.369994 + Penalty 1685.900387 = -14786.469607
  nChanged 2
		SP:Iteration 16Q (1148.660000 sec): 3 clusters
  Score: Raw -16486.171914 + Penalty 1685.900387 = -14800.271527
  nChanged 1
		SP:Iteration 17Q (1148.660000 sec): 3 clusters
  Score: Raw -16493.388331 + Penalty 1685.900387 = -14807.487944
  nChanged 1
		SP:Iteration 18Q (1148.660000 sec): 3 clusters
  Score: Raw -16505.466047 + Penalty 1685.900387 = -14819.565660
  nChanged 0
		SP:Iteration 19F (1148.660000 sec): 3 clusters
  Score: Raw -16505.466047 + Penalty 1685.900387 = -14819.565660
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 39 (46690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1148.810000 sec): 2 clusters
  Score: Raw -4782745.324908 + Penalty 1747.083859 = -4780998.241048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1148.940000 sec): 3 clusters
  Score: Raw -4753478.552754 + Penalty 3494.167719 = -4749984.385035
  nChanged 21634
		SP:Iteration 1F (1149.070000 sec): 3 clusters
  Score: Raw -4765656.420276 + Penalty 3494.167719 = -4762162.252557
  nChanged 1885
		SP:Iteration 2Q (1149.200000 sec): 3 clusters
  Score: Raw -4766314.055528 + Penalty 3494.167719 = -4762819.887810
  nChanged 2052
		SP:Iteration 3Q (1149.330000 sec): 3 clusters
  Score: Raw -4767092.432971 + Penalty 3494.167719 = -4763598.265252
  nChanged 2303
		SP:Iteration 4Q (1149.460000 sec): 3 clusters
  Score: Raw -4768074.082103 + Penalty 3494.167719 = -4764579.914384
  nChanged 2611
		SP:Iteration 5F (1149.590000 sec): 3 clusters
  Score: Raw -4769435.285082 + Penalty 3494.167719 = -4765941.117364
  nChanged 3134
		SP:Iteration 6F (1149.710000 sec): 3 clusters
  Score: Raw -4771535.702315 + Penalty 3494.167719 = -4768041.534597
  nChanged 3557
		SP:Iteration 7F (1149.840000 sec): 3 clusters
  Score: Raw -4774349.564748 + Penalty 3494.167719 = -4770855.397029
  nChanged 3515
		SP:Iteration 8F (1149.960000 sec): 3 clusters
  Score: Raw -4777439.359047 + Penalty 3494.167719 = -4773945.191329
  nChanged 2752
		SP:Iteration 9F (1150.090000 sec): 3 clusters
  Score: Raw -4779875.165324 + Penalty 3494.167719 = -4776380.997605
  nChanged 1827
		SP:Iteration 10Q (1150.210000 sec): 3 clusters
  Score: Raw -4781488.264824 + Penalty 3494.167719 = -4777994.097105
  nChanged 1081
		SP:Iteration 11Q (1150.330000 sec): 3 clusters
  Score: Raw -4782478.469648 + Penalty 3494.167719 = -4778984.301930
  nChanged 655
		SP:Iteration 12Q (1150.450000 sec): 3 clusters
  Score: Raw -4783004.971648 + Penalty 3494.167719 = -4779510.803929
  nChanged 398
		SP:Iteration 13Q (1150.560000 sec): 3 clusters
  Score: Raw -4783277.608155 + Penalty 3494.167719 = -4779783.440437
  nChanged 283
		SP:Iteration 14Q (1150.660000 sec): 3 clusters
  Score: Raw -4783434.931707 + Penalty 3494.167719 = -4779940.763989
  nChanged 222
		SP:Iteration 15Q (1150.760000 sec): 3 clusters
  Score: Raw -4783531.325427 + Penalty 3494.167719 = -4780037.157708
  nChanged 144
		SP:Iteration 16Q (1150.860000 sec): 3 clusters
  Score: Raw -4783579.502029 + Penalty 3494.167719 = -4780085.334311
  nChanged 109
		SP:Iteration 17Q (1150.960000 sec): 3 clusters
  Score: Raw -4783608.009480 + Penalty 3494.167719 = -4780113.841761
  nChanged 80
		SP:Iteration 18Q (1151.060000 sec): 3 clusters
  Score: Raw -4783631.366762 + Penalty 3494.167719 = -4780137.199043
  nChanged 70
		SP:Iteration 19Q (1151.150000 sec): 3 clusters
  Score: Raw -4783648.729370 + Penalty 3494.167719 = -4780154.561652
  nChanged 44
		SP:Iteration 20F (1151.280000 sec): 3 clusters
  Score: Raw -4783658.104881 + Penalty 3494.167719 = -4780163.937163
  nChanged 43
		SP:Iteration 21Q (1151.370000 sec): 3 clusters
  Score: Raw -4783668.098447 + Penalty 3494.167719 = -4780173.930729
  nChanged 25
		SP:Iteration 22Q (1151.470000 sec): 3 clusters
  Score: Raw -4783672.518718 + Penalty 3494.167719 = -4780178.350999
  nChanged 20
		SP:Iteration 23Q (1151.570000 sec): 3 clusters
  Score: Raw -4783676.643100 + Penalty 3494.167719 = -4780182.475381
  nChanged 23
		SP:Iteration 24Q (1151.670000 sec): 3 clusters
  Score: Raw -4783682.041636 + Penalty 3494.167719 = -4780187.873917
  nChanged 20
		SP:Iteration 25Q (1151.760000 sec): 3 clusters
  Score: Raw -4783685.865412 + Penalty 3494.167719 = -4780191.697693
  nChanged 16
		SP:Iteration 26Q (1151.860000 sec): 3 clusters
  Score: Raw -4783688.725417 + Penalty 3494.167719 = -4780194.557698
  nChanged 14
		SP:Iteration 27Q (1151.960000 sec): 3 clusters
  Score: Raw -4783690.242380 + Penalty 3494.167719 = -4780196.074661
  nChanged 7
		SP:Iteration 28Q (1152.050000 sec): 3 clusters
  Score: Raw -4783691.243275 + Penalty 3494.167719 = -4780197.075557
  nChanged 8
		SP:Iteration 29Q (1152.150000 sec): 3 clusters
  Score: Raw -4783692.150441 + Penalty 3494.167719 = -4780197.982723
  nChanged 1
		SP:Iteration 30Q (1152.250000 sec): 3 clusters
  Score: Raw -4783692.282561 + Penalty 3494.167719 = -4780198.114842
  nChanged 1
		SP:Iteration 31Q (1152.340000 sec): 3 clusters
  Score: Raw -4783692.443006 + Penalty 3494.167719 = -4780198.275287
  nChanged 1
		SP:Iteration 32Q (1152.440000 sec): 3 clusters
  Score: Raw -4783692.877355 + Penalty 3494.167719 = -4780198.709636
  nChanged 2
		SP:Iteration 33Q (1152.540000 sec): 3 clusters
  Score: Raw -4783693.324520 + Penalty 3494.167719 = -4780199.156802
  nChanged 3
		SP:Iteration 34Q (1152.630000 sec): 3 clusters
  Score: Raw -4783693.679632 + Penalty 3494.167719 = -4780199.511914
  nChanged 2
		SP:Iteration 35Q (1152.730000 sec): 3 clusters
  Score: Raw -4783693.776485 + Penalty 3494.167719 = -4780199.608766
  nChanged 2
		SP:Iteration 36Q (1152.820000 sec): 3 clusters
  Score: Raw -4783693.997146 + Penalty 3494.167719 = -4780199.829428
  nChanged 1
		SP:Iteration 37Q (1152.920000 sec): 3 clusters
  Score: Raw -4783694.090630 + Penalty 3494.167719 = -4780199.922912
  nChanged 1
		SP:Iteration 38Q (1153.030000 sec): 3 clusters
  Score: Raw -4783694.210515 + Penalty 3494.167719 = -4780200.042797
  nChanged 1
		SP:Iteration 39Q (1153.130000 sec): 3 clusters
  Score: Raw -4783694.380057 + Penalty 3494.167719 = -4780200.212338
  nChanged 2
		SP:Iteration 40F (1153.250000 sec): 3 clusters
  Score: Raw -4783694.535719 + Penalty 3494.167719 = -4780200.368000
  nChanged 1
		SP:Iteration 41Q (1153.350000 sec): 3 clusters
  Score: Raw -4783694.727688 + Penalty 3494.167719 = -4780200.559969
  nChanged 0
		SP:Iteration 42F (1153.470000 sec): 3 clusters
  Score: Raw -4783694.727688 + Penalty 3494.167719 = -4780200.559969
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 40 (4186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1153.510000 sec): 2 clusters
  Score: Raw -411212.309773 + Penalty 1355.168897 = -409857.140876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1153.520000 sec): 3 clusters
  Score: Raw -409058.662312 + Penalty 2710.337793 = -406348.324519
  nChanged 1664
		SP:Iteration 1F (1153.530000 sec): 3 clusters
  Score: Raw -410032.512784 + Penalty 2710.337793 = -407322.174990
  nChanged 331
		SP:Iteration 2F (1153.540000 sec): 3 clusters
  Score: Raw -410266.538761 + Penalty 2710.337793 = -407556.200968
  nChanged 268
		SP:Iteration 3F (1153.550000 sec): 3 clusters
  Score: Raw -410448.304460 + Penalty 2710.337793 = -407737.966666
  nChanged 221
		SP:Iteration 4F (1153.570000 sec): 3 clusters
  Score: Raw -410591.445095 + Penalty 2710.337793 = -407881.107301
  nChanged 200
		SP:Iteration 5Q (1153.570000 sec): 3 clusters
  Score: Raw -410714.529267 + Penalty 2710.337793 = -408004.191473
  nChanged 189
		SP:Iteration 6Q (1153.590000 sec): 3 clusters
  Score: Raw -410828.582548 + Penalty 2710.337793 = -408118.244754
  nChanged 142
		SP:Iteration 7Q (1153.590000 sec): 3 clusters
  Score: Raw -410921.854030 + Penalty 2710.337793 = -408211.516237
  nChanged 130
		SP:Iteration 8Q (1153.610000 sec): 3 clusters
  Score: Raw -411010.023798 + Penalty 2710.337793 = -408299.686005
  nChanged 125
		SP:Iteration 9Q (1153.620000 sec): 3 clusters
  Score: Raw -411080.814286 + Penalty 2710.337793 = -408370.476493
  nChanged 102
		SP:Iteration 10Q (1153.630000 sec): 3 clusters
  Score: Raw -411142.087663 + Penalty 2710.337793 = -408431.749870
  nChanged 98
		SP:Iteration 11Q (1153.640000 sec): 3 clusters
  Score: Raw -411194.007224 + Penalty 2710.337793 = -408483.669431
  nChanged 86
		SP:Iteration 12Q (1153.650000 sec): 3 clusters
  Score: Raw -411243.603101 + Penalty 2710.337793 = -408533.265307
  nChanged 78
		SP:Iteration 13Q (1153.660000 sec): 3 clusters
  Score: Raw -411290.215322 + Penalty 2710.337793 = -408579.877528
  nChanged 65
		SP:Iteration 14Q (1153.670000 sec): 3 clusters
  Score: Raw -411332.331202 + Penalty 2710.337793 = -408621.993409
  nChanged 62
		SP:Iteration 15Q (1153.680000 sec): 3 clusters
  Score: Raw -411371.844112 + Penalty 2710.337793 = -408661.506318
  nChanged 44
		SP:Iteration 16Q (1153.690000 sec): 3 clusters
  Score: Raw -411397.395959 + Penalty 2710.337793 = -408687.058166
  nChanged 32
		SP:Iteration 17Q (1153.700000 sec): 3 clusters
  Score: Raw -411415.542447 + Penalty 2710.337793 = -408705.204654
  nChanged 26
		SP:Iteration 18Q (1153.710000 sec): 3 clusters
  Score: Raw -411430.194165 + Penalty 2710.337793 = -408719.856372
  nChanged 31
		SP:Iteration 19Q (1153.720000 sec): 3 clusters
  Score: Raw -411446.098953 + Penalty 2710.337793 = -408735.761159
  nChanged 29
		SP:Iteration 20F (1153.730000 sec): 3 clusters
  Score: Raw -411463.830781 + Penalty 2710.337793 = -408753.492987
  nChanged 21
		SP:Iteration 21Q (1153.740000 sec): 3 clusters
  Score: Raw -411474.178744 + Penalty 2710.337793 = -408763.840951
  nChanged 17
		SP:Iteration 22Q (1153.750000 sec): 3 clusters
  Score: Raw -411483.846021 + Penalty 2710.337793 = -408773.508227
  nChanged 13
		SP:Iteration 23Q (1153.760000 sec): 3 clusters
  Score: Raw -411491.566024 + Penalty 2710.337793 = -408781.228231
  nChanged 16
		SP:Iteration 24Q (1153.770000 sec): 3 clusters
  Score: Raw -411503.805963 + Penalty 2710.337793 = -408793.468169
  nChanged 11
		SP:Iteration 25Q (1153.780000 sec): 3 clusters
  Score: Raw -411513.759862 + Penalty 2710.337793 = -408803.422069
  nChanged 13
		SP:Iteration 26Q (1153.790000 sec): 3 clusters
  Score: Raw -411525.214720 + Penalty 2710.337793 = -408814.876927
  nChanged 14
		SP:Iteration 27Q (1153.800000 sec): 3 clusters
  Score: Raw -411533.111462 + Penalty 2710.337793 = -408822.773668
  nChanged 11
		SP:Iteration 28Q (1153.810000 sec): 3 clusters
  Score: Raw -411538.698223 + Penalty 2710.337793 = -408828.360429
  nChanged 4
		SP:Iteration 29Q (1153.820000 sec): 3 clusters
  Score: Raw -411540.988345 + Penalty 2710.337793 = -408830.650552
  nChanged 3
		SP:Iteration 30Q (1153.830000 sec): 3 clusters
  Score: Raw -411542.789908 + Penalty 2710.337793 = -408832.452114
  nChanged 1
		SP:Iteration 31Q (1153.840000 sec): 3 clusters
  Score: Raw -411543.520026 + Penalty 2710.337793 = -408833.182232
  nChanged 0
		SP:Iteration 32F (1153.850000 sec): 3 clusters
  Score: Raw -411543.520026 + Penalty 2710.337793 = -408833.182232
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 41 (3553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1153.860000 sec): 2 clusters
  Score: Raw -328826.564766 + Penalty 1328.526484 = -327498.038282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1153.870000 sec): 3 clusters
  Score: Raw -327115.940910 + Penalty 2657.052969 = -324458.887942
  nChanged 1441
		SP:Iteration 1F (1153.880000 sec): 3 clusters
  Score: Raw -328095.774234 + Penalty 2657.052969 = -325438.721265
  nChanged 314
		SP:Iteration 2F (1153.890000 sec): 3 clusters
  Score: Raw -328403.101887 + Penalty 2657.052969 = -325746.048918
  nChanged 285
		SP:Iteration 3F (1153.900000 sec): 3 clusters
  Score: Raw -328758.705443 + Penalty 2657.052969 = -326101.652475
  nChanged 250
		SP:Iteration 4F (1153.910000 sec): 3 clusters
  Score: Raw -329026.802496 + Penalty 2657.052969 = -326369.749527
  nChanged 240
		SP:Iteration 5F (1153.910000 sec): 3 clusters
  Score: Raw -329337.098527 + Penalty 2657.052969 = -326680.045558
  nChanged 232
		SP:Iteration 6F (1153.930000 sec): 3 clusters
  Score: Raw -329632.263097 + Penalty 2657.052969 = -326975.210128
  nChanged 212
		SP:Iteration 7F (1153.930000 sec): 3 clusters
  Score: Raw -329845.179634 + Penalty 2657.052969 = -327188.126665
  nChanged 176
		SP:Iteration 8Q (1153.940000 sec): 3 clusters
  Score: Raw -330024.530453 + Penalty 2657.052969 = -327367.477484
  nChanged 143
		SP:Iteration 9Q (1153.950000 sec): 3 clusters
  Score: Raw -330150.556639 + Penalty 2657.052969 = -327493.503670
  nChanged 108
		SP:Iteration 10Q (1153.960000 sec): 3 clusters
  Score: Raw -330254.841284 + Penalty 2657.052969 = -327597.788315
  nChanged 107
		SP:Iteration 11Q (1153.970000 sec): 3 clusters
  Score: Raw -330364.880664 + Penalty 2657.052969 = -327707.827695
  nChanged 87
		SP:Iteration 12Q (1153.970000 sec): 3 clusters
  Score: Raw -330454.716769 + Penalty 2657.052969 = -327797.663800
  nChanged 70
		SP:Iteration 13Q (1153.980000 sec): 3 clusters
  Score: Raw -330544.907827 + Penalty 2657.052969 = -327887.854858
  nChanged 65
		SP:Iteration 14Q (1153.990000 sec): 3 clusters
  Score: Raw -330626.004276 + Penalty 2657.052969 = -327968.951307
  nChanged 50
		SP:Iteration 15Q (1154.000000 sec): 3 clusters
  Score: Raw -330673.472486 + Penalty 2657.052969 = -328016.419517
  nChanged 38
		SP:Iteration 16Q (1154.010000 sec): 3 clusters
  Score: Raw -330715.018243 + Penalty 2657.052969 = -328057.965274
  nChanged 31
		SP:Iteration 17Q (1154.010000 sec): 3 clusters
  Score: Raw -330750.442297 + Penalty 2657.052969 = -328093.389328
  nChanged 32
		SP:Iteration 18Q (1154.020000 sec): 3 clusters
  Score: Raw -330783.280847 + Penalty 2657.052969 = -328126.227879
  nChanged 37
		SP:Iteration 19Q (1154.030000 sec): 3 clusters
  Score: Raw -330812.363401 + Penalty 2657.052969 = -328155.310432
  nChanged 36
		SP:Iteration 20F (1154.040000 sec): 3 clusters
  Score: Raw -330843.706888 + Penalty 2657.052969 = -328186.653919
  nChanged 46
		SP:Iteration 21Q (1154.050000 sec): 3 clusters
  Score: Raw -330916.346552 + Penalty 2657.052969 = -328259.293584
  nChanged 63
		SP:Iteration 22Q (1154.050000 sec): 3 clusters
  Score: Raw -331043.129825 + Penalty 2657.052969 = -328386.076856
  nChanged 61
		SP:Iteration 23Q (1154.060000 sec): 3 clusters
  Score: Raw -331146.153410 + Penalty 2657.052969 = -328489.100441
  nChanged 48
		SP:Iteration 24Q (1154.070000 sec): 3 clusters
  Score: Raw -331208.096448 + Penalty 2657.052969 = -328551.043479
  nChanged 30
		SP:Iteration 25Q (1154.070000 sec): 3 clusters
  Score: Raw -331232.591138 + Penalty 2657.052969 = -328575.538169
  nChanged 14
		SP:Iteration 26Q (1154.080000 sec): 3 clusters
  Score: Raw -331239.229227 + Penalty 2657.052969 = -328582.176258
  nChanged 4
		SP:Iteration 27Q (1154.090000 sec): 3 clusters
  Score: Raw -331241.681185 + Penalty 2657.052969 = -328584.628216
  nChanged 4
		SP:Iteration 28Q (1154.090000 sec): 3 clusters
  Score: Raw -331243.511399 + Penalty 2657.052969 = -328586.458430
  nChanged 3
		SP:Iteration 29Q (1154.100000 sec): 3 clusters
  Score: Raw -331244.703290 + Penalty 2657.052969 = -328587.650322
  nChanged 4
		SP:Iteration 30Q (1154.110000 sec): 3 clusters
  Score: Raw -331246.017288 + Penalty 2657.052969 = -328588.964319
  nChanged 2
		SP:Iteration 31Q (1154.110000 sec): 3 clusters
  Score: Raw -331246.746816 + Penalty 2657.052969 = -328589.693848
  nChanged 4
		SP:Iteration 32Q (1154.120000 sec): 3 clusters
  Score: Raw -331248.396195 + Penalty 2657.052969 = -328591.343226
  nChanged 4
		SP:Iteration 33Q (1154.130000 sec): 3 clusters
  Score: Raw -331250.943640 + Penalty 2657.052969 = -328593.890671
  nChanged 5
		SP:Iteration 34Q (1154.130000 sec): 3 clusters
  Score: Raw -331254.964228 + Penalty 2657.052969 = -328597.911259
  nChanged 9
		SP:Iteration 35Q (1154.140000 sec): 3 clusters
  Score: Raw -331263.622466 + Penalty 2657.052969 = -328606.569497
  nChanged 9
		SP:Iteration 36Q (1154.150000 sec): 3 clusters
  Score: Raw -331273.926362 + Penalty 2657.052969 = -328616.873393
  nChanged 15
		SP:Iteration 37Q (1154.150000 sec): 3 clusters
  Score: Raw -331296.481114 + Penalty 2657.052969 = -328639.428145
  nChanged 13
		SP:Iteration 38Q (1154.160000 sec): 3 clusters
  Score: Raw -331318.661458 + Penalty 2657.052969 = -328661.608489
  nChanged 15
		SP:Iteration 39Q (1154.170000 sec): 3 clusters
  Score: Raw -331330.938434 + Penalty 2657.052969 = -328673.885465
  nChanged 7
		SP:Iteration 40F (1154.170000 sec): 3 clusters
  Score: Raw -331338.818914 + Penalty 2657.052969 = -328681.765946
  nChanged 4
		SP:Iteration 41Q (1154.180000 sec): 3 clusters
  Score: Raw -331341.135756 + Penalty 2657.052969 = -328684.082787
  nChanged 3
		SP:Iteration 42Q (1154.190000 sec): 3 clusters
  Score: Raw -331342.430305 + Penalty 2657.052969 = -328685.377337
  nChanged 1
		SP:Iteration 43Q (1154.190000 sec): 3 clusters
  Score: Raw -331342.604866 + Penalty 2657.052969 = -328685.551898
  nChanged 1
		SP:Iteration 44Q (1154.200000 sec): 3 clusters
  Score: Raw -331342.790117 + Penalty 2657.052969 = -328685.737148
  nChanged 0
		SP:Iteration 45F (1154.210000 sec): 3 clusters
  Score: Raw -331342.790117 + Penalty 2657.052969 = -328685.737148
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 42 (3951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1154.230000 sec): 2 clusters
  Score: Raw -370107.324191 + Penalty 1345.780148 = -368761.544042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1154.240000 sec): 3 clusters
  Score: Raw -368164.086270 + Penalty 2691.560297 = -365472.525973
  nChanged 1522
		SP:Iteration 1F (1154.250000 sec): 3 clusters
  Score: Raw -369245.374211 + Penalty 2691.560297 = -366553.813914
  nChanged 371
		SP:Iteration 2F (1154.260000 sec): 3 clusters
  Score: Raw -369587.107189 + Penalty 2691.560297 = -366895.546892
  nChanged 283
		SP:Iteration 3F (1154.270000 sec): 3 clusters
  Score: Raw -369850.100530 + Penalty 2691.560297 = -367158.540234
  nChanged 234
		SP:Iteration 4F (1154.280000 sec): 3 clusters
  Score: Raw -370088.873939 + Penalty 2691.560297 = -367397.313642
  nChanged 233
		SP:Iteration 5F (1154.290000 sec): 3 clusters
  Score: Raw -370360.956238 + Penalty 2691.560297 = -367669.395941
  nChanged 198
		SP:Iteration 6F (1154.300000 sec): 3 clusters
  Score: Raw -370601.828860 + Penalty 2691.560297 = -367910.268563
  nChanged 146
		SP:Iteration 7Q (1154.310000 sec): 3 clusters
  Score: Raw -370765.011154 + Penalty 2691.560297 = -368073.450857
  nChanged 133
		SP:Iteration 8Q (1154.320000 sec): 3 clusters
  Score: Raw -370913.155172 + Penalty 2691.560297 = -368221.594876
  nChanged 120
		SP:Iteration 9Q (1154.330000 sec): 3 clusters
  Score: Raw -371035.438446 + Penalty 2691.560297 = -368343.878149
  nChanged 96
		SP:Iteration 10Q (1154.340000 sec): 3 clusters
  Score: Raw -371120.500168 + Penalty 2691.560297 = -368428.939871
  nChanged 83
		SP:Iteration 11Q (1154.350000 sec): 3 clusters
  Score: Raw -371190.326693 + Penalty 2691.560297 = -368498.766396
  nChanged 69
		SP:Iteration 12Q (1154.360000 sec): 3 clusters
  Score: Raw -371248.337536 + Penalty 2691.560297 = -368556.777239
  nChanged 67
		SP:Iteration 13Q (1154.370000 sec): 3 clusters
  Score: Raw -371314.306893 + Penalty 2691.560297 = -368622.746596
  nChanged 71
		SP:Iteration 14Q (1154.370000 sec): 3 clusters
  Score: Raw -371401.464188 + Penalty 2691.560297 = -368709.903892
  nChanged 75
		SP:Iteration 15Q (1154.380000 sec): 3 clusters
  Score: Raw -371488.519648 + Penalty 2691.560297 = -368796.959351
  nChanged 59
		SP:Iteration 16Q (1154.390000 sec): 3 clusters
  Score: Raw -371537.401644 + Penalty 2691.560297 = -368845.841348
  nChanged 38
		SP:Iteration 17Q (1154.400000 sec): 3 clusters
  Score: Raw -371558.904103 + Penalty 2691.560297 = -368867.343806
  nChanged 23
		SP:Iteration 18Q (1154.410000 sec): 3 clusters
  Score: Raw -371570.066635 + Penalty 2691.560297 = -368878.506339
  nChanged 13
		SP:Iteration 19Q (1154.420000 sec): 3 clusters
  Score: Raw -371575.004544 + Penalty 2691.560297 = -368883.444247
  nChanged 5
		SP:Iteration 20F (1154.430000 sec): 3 clusters
  Score: Raw -371576.890674 + Penalty 2691.560297 = -368885.330377
  nChanged 7
		SP:Iteration 21Q (1154.430000 sec): 3 clusters
  Score: Raw -371579.692895 + Penalty 2691.560297 = -368888.132598
  nChanged 2
		SP:Iteration 22Q (1154.440000 sec): 3 clusters
  Score: Raw -371579.988231 + Penalty 2691.560297 = -368888.427934
  nChanged 2
		SP:Iteration 23Q (1154.450000 sec): 3 clusters
  Score: Raw -371580.532245 + Penalty 2691.560297 = -368888.971948
  nChanged 1
		SP:Iteration 24Q (1154.460000 sec): 3 clusters
  Score: Raw -371580.737995 + Penalty 2691.560297 = -368889.177698
  nChanged 2
		SP:Iteration 25Q (1154.470000 sec): 3 clusters
  Score: Raw -371580.918039 + Penalty 2691.560297 = -368889.357743
  nChanged 1
		SP:Iteration 26Q (1154.470000 sec): 3 clusters
  Score: Raw -371581.149755 + Penalty 2691.560297 = -368889.589458
  nChanged 0
		SP:Iteration 27F (1154.490000 sec): 3 clusters
  Score: Raw -371581.149755 + Penalty 2691.560297 = -368889.589458
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 43 (3372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1154.500000 sec): 2 clusters
  Score: Raw -320118.243799 + Penalty 1320.029964 = -318798.213834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1154.510000 sec): 3 clusters
  Score: Raw -318450.104789 + Penalty 2640.059929 = -315810.044861
  nChanged 1319
		SP:Iteration 1F (1154.520000 sec): 3 clusters
  Score: Raw -319342.055587 + Penalty 2640.059929 = -316701.995658
  nChanged 312
		SP:Iteration 2F (1154.530000 sec): 3 clusters
  Score: Raw -319587.166580 + Penalty 2640.059929 = -316947.106651
  nChanged 240
		SP:Iteration 3F (1154.530000 sec): 3 clusters
  Score: Raw -319766.458778 + Penalty 2640.059929 = -317126.398850
  nChanged 176
		SP:Iteration 4F (1154.540000 sec): 3 clusters
  Score: Raw -319915.775769 + Penalty 2640.059929 = -317275.715841
  nChanged 156
		SP:Iteration 5Q (1154.550000 sec): 3 clusters
  Score: Raw -320057.762383 + Penalty 2640.059929 = -317417.702454
  nChanged 143
		SP:Iteration 6Q (1154.560000 sec): 3 clusters
  Score: Raw -320180.870905 + Penalty 2640.059929 = -317540.810977
  nChanged 112
		SP:Iteration 7Q (1154.570000 sec): 3 clusters
  Score: Raw -320282.543064 + Penalty 2640.059929 = -317642.483135
  nChanged 97
		SP:Iteration 8Q (1154.580000 sec): 3 clusters
  Score: Raw -320376.006998 + Penalty 2640.059929 = -317735.947069
  nChanged 98
		SP:Iteration 9Q (1154.580000 sec): 3 clusters
  Score: Raw -320468.666994 + Penalty 2640.059929 = -317828.607066
  nChanged 82
		SP:Iteration 10Q (1154.590000 sec): 3 clusters
  Score: Raw -320538.068258 + Penalty 2640.059929 = -317898.008329
  nChanged 69
		SP:Iteration 11Q (1154.600000 sec): 3 clusters
  Score: Raw -320585.389952 + Penalty 2640.059929 = -317945.330023
  nChanged 64
		SP:Iteration 12Q (1154.610000 sec): 3 clusters
  Score: Raw -320629.253247 + Penalty 2640.059929 = -317989.193318
  nChanged 71
		SP:Iteration 13Q (1154.610000 sec): 3 clusters
  Score: Raw -320682.518348 + Penalty 2640.059929 = -318042.458419
  nChanged 74
		SP:Iteration 14Q (1154.620000 sec): 3 clusters
  Score: Raw -320744.098626 + Penalty 2640.059929 = -318104.038697
  nChanged 70
		SP:Iteration 15Q (1154.630000 sec): 3 clusters
  Score: Raw -320804.112060 + Penalty 2640.059929 = -318164.052131
  nChanged 54
		SP:Iteration 16Q (1154.640000 sec): 3 clusters
  Score: Raw -320853.492616 + Penalty 2640.059929 = -318213.432688
  nChanged 53
		SP:Iteration 17Q (1154.650000 sec): 3 clusters
  Score: Raw -320899.250030 + Penalty 2640.059929 = -318259.190101
  nChanged 52
		SP:Iteration 18Q (1154.650000 sec): 3 clusters
  Score: Raw -320944.987515 + Penalty 2640.059929 = -318304.927586
  nChanged 50
		SP:Iteration 19Q (1154.660000 sec): 3 clusters
  Score: Raw -320995.332731 + Penalty 2640.059929 = -318355.272802
  nChanged 46
		SP:Iteration 20F (1154.670000 sec): 3 clusters
  Score: Raw -321042.765079 + Penalty 2640.059929 = -318402.705150
  nChanged 48
		SP:Iteration 21Q (1154.670000 sec): 3 clusters
  Score: Raw -321098.565380 + Penalty 2640.059929 = -318458.505451
  nChanged 50
		SP:Iteration 22Q (1154.680000 sec): 3 clusters
  Score: Raw -321185.083424 + Penalty 2640.059929 = -318545.023495
  nChanged 72
		SP:Iteration 23Q (1154.690000 sec): 3 clusters
  Score: Raw -321424.212174 + Penalty 2640.059929 = -318784.152245
  nChanged 68
		SP:Iteration 24Q (1154.690000 sec): 3 clusters
  Score: Raw -321577.178732 + Penalty 2640.059929 = -318937.118803
  nChanged 45
		SP:Iteration 25Q (1154.700000 sec): 3 clusters
  Score: Raw -321612.297118 + Penalty 2640.059929 = -318972.237189
  nChanged 22
		SP:Iteration 26Q (1154.710000 sec): 3 clusters
  Score: Raw -321621.147966 + Penalty 2640.059929 = -318981.088038
  nChanged 7
		SP:Iteration 27Q (1154.710000 sec): 3 clusters
  Score: Raw -321623.235749 + Penalty 2640.059929 = -318983.175820
  nChanged 5
		SP:Iteration 28Q (1154.720000 sec): 3 clusters
  Score: Raw -321625.292701 + Penalty 2640.059929 = -318985.232772
  nChanged 3
		SP:Iteration 29Q (1154.730000 sec): 3 clusters
  Score: Raw -321626.793741 + Penalty 2640.059929 = -318986.733812
  nChanged 4
		SP:Iteration 30Q (1154.740000 sec): 3 clusters
  Score: Raw -321628.452309 + Penalty 2640.059929 = -318988.392380
  nChanged 6
		SP:Iteration 31Q (1154.740000 sec): 3 clusters
  Score: Raw -321630.478623 + Penalty 2640.059929 = -318990.418694
  nChanged 4
		SP:Iteration 32Q (1154.750000 sec): 3 clusters
  Score: Raw -321632.120080 + Penalty 2640.059929 = -318992.060151
  nChanged 3
		SP:Iteration 33Q (1154.760000 sec): 3 clusters
  Score: Raw -321632.727294 + Penalty 2640.059929 = -318992.667365
  nChanged 0
		SP:Iteration 34F (1154.770000 sec): 3 clusters
  Score: Raw -321632.727294 + Penalty 2640.059929 = -318992.667365
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 44 (1366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1154.780000 sec): 2 clusters
  Score: Raw -136481.355980 + Penalty 1173.191832 = -135308.164148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1154.780000 sec): 3 clusters
  Score: Raw -135975.278524 + Penalty 2346.383663 = -133628.894861
  nChanged 425
		SP:Iteration 1F (1154.780000 sec): 3 clusters
  Score: Raw -136323.767524 + Penalty 2346.383663 = -133977.383861
  nChanged 127
		SP:Iteration 2F (1154.790000 sec): 3 clusters
  Score: Raw -136429.014053 + Penalty 2346.383663 = -134082.630390
  nChanged 69
		SP:Iteration 3F (1154.790000 sec): 3 clusters
  Score: Raw -136491.244940 + Penalty 2346.383663 = -134144.861277
  nChanged 49
		SP:Iteration 4Q (1154.790000 sec): 3 clusters
  Score: Raw -136535.322176 + Penalty 2346.383663 = -134188.938513
  nChanged 29
		SP:Iteration 5Q (1154.800000 sec): 3 clusters
  Score: Raw -136562.838728 + Penalty 2346.383663 = -134216.455065
  nChanged 24
		SP:Iteration 6Q (1154.800000 sec): 3 clusters
  Score: Raw -136583.976963 + Penalty 2346.383663 = -134237.593300
  nChanged 28
		SP:Iteration 7Q (1154.810000 sec): 3 clusters
  Score: Raw -136610.313832 + Penalty 2346.383663 = -134263.930169
  nChanged 30
		SP:Iteration 8Q (1154.810000 sec): 3 clusters
  Score: Raw -136637.968476 + Penalty 2346.383663 = -134291.584813
  nChanged 28
		SP:Iteration 9Q (1154.810000 sec): 3 clusters
  Score: Raw -136660.187789 + Penalty 2346.383663 = -134313.804125
  nChanged 22
		SP:Iteration 10Q (1154.810000 sec): 3 clusters
  Score: Raw -136673.758394 + Penalty 2346.383663 = -134327.374731
  nChanged 31
		SP:Iteration 11Q (1154.820000 sec): 3 clusters
  Score: Raw -136698.217313 + Penalty 2346.383663 = -134351.833650
  nChanged 24
		SP:Iteration 12Q (1154.820000 sec): 3 clusters
  Score: Raw -136722.995183 + Penalty 2346.383663 = -134376.611520
  nChanged 35
		SP:Iteration 13Q (1154.830000 sec): 3 clusters
  Score: Raw -136755.736301 + Penalty 2346.383663 = -134409.352638
  nChanged 35
		SP:Iteration 14Q (1154.830000 sec): 3 clusters
  Score: Raw -136790.380838 + Penalty 2346.383663 = -134443.997175
  nChanged 30
		SP:Iteration 15Q (1154.830000 sec): 3 clusters
  Score: Raw -136827.699428 + Penalty 2346.383663 = -134481.315765
  nChanged 19
		SP:Iteration 16Q (1154.830000 sec): 3 clusters
  Score: Raw -136842.630869 + Penalty 2346.383663 = -134496.247206
  nChanged 11
		SP:Iteration 17Q (1154.840000 sec): 3 clusters
  Score: Raw -136851.099391 + Penalty 2346.383663 = -134504.715728
  nChanged 7
		SP:Iteration 18Q (1154.840000 sec): 3 clusters
  Score: Raw -136857.053190 + Penalty 2346.383663 = -134510.669527
  nChanged 5
		SP:Iteration 19Q (1154.840000 sec): 3 clusters
  Score: Raw -136860.609726 + Penalty 2346.383663 = -134514.226063
  nChanged 5
		SP:Iteration 20F (1154.850000 sec): 3 clusters
  Score: Raw -136866.577746 + Penalty 2346.383663 = -134520.194083
  nChanged 2
		SP:Iteration 21Q (1154.850000 sec): 3 clusters
  Score: Raw -136868.396857 + Penalty 2346.383663 = -134522.013194
  nChanged 3
		SP:Iteration 22Q (1154.850000 sec): 3 clusters
  Score: Raw -136870.387730 + Penalty 2346.383663 = -134524.004067
  nChanged 2
		SP:Iteration 23Q (1154.860000 sec): 3 clusters
  Score: Raw -136872.159814 + Penalty 2346.383663 = -134525.776151
  nChanged 0
		SP:Iteration 24F (1154.860000 sec): 3 clusters
  Score: Raw -136872.159814 + Penalty 2346.383663 = -134525.776151
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 45 (9017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1154.900000 sec): 2 clusters
  Score: Raw -863803.556139 + Penalty 1479.865882 = -862323.690258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1154.920000 sec): 3 clusters
  Score: Raw -858776.726402 + Penalty 2959.731763 = -855816.994639
  nChanged 3867
		SP:Iteration 1F (1154.950000 sec): 3 clusters
  Score: Raw -861073.909794 + Penalty 2959.731763 = -858114.178031
  nChanged 711
		SP:Iteration 2F (1154.970000 sec): 3 clusters
  Score: Raw -861537.244467 + Penalty 2959.731763 = -858577.512704
  nChanged 600
		SP:Iteration 3F (1154.990000 sec): 3 clusters
  Score: Raw -861925.117059 + Penalty 2959.731763 = -858965.385296
  nChanged 512
		SP:Iteration 4F (1155.010000 sec): 3 clusters
  Score: Raw -862264.324528 + Penalty 2959.731763 = -859304.592765
  nChanged 488
		SP:Iteration 5F (1155.040000 sec): 3 clusters
  Score: Raw -862581.209412 + Penalty 2959.731763 = -859621.477649
  nChanged 436
		SP:Iteration 6Q (1155.060000 sec): 3 clusters
  Score: Raw -862891.375936 + Penalty 2959.731763 = -859931.644173
  nChanged 431
		SP:Iteration 7Q (1155.080000 sec): 3 clusters
  Score: Raw -863230.780572 + Penalty 2959.731763 = -860271.048808
  nChanged 434
		SP:Iteration 8Q (1155.110000 sec): 3 clusters
  Score: Raw -863617.232653 + Penalty 2959.731763 = -860657.500890
  nChanged 398
		SP:Iteration 9Q (1155.130000 sec): 3 clusters
  Score: Raw -863951.736051 + Penalty 2959.731763 = -860992.004288
  nChanged 331
		SP:Iteration 10Q (1155.150000 sec): 3 clusters
  Score: Raw -864213.007049 + Penalty 2959.731763 = -861253.275285
  nChanged 285
		SP:Iteration 11Q (1155.170000 sec): 3 clusters
  Score: Raw -864423.559008 + Penalty 2959.731763 = -861463.827245
  nChanged 251
		SP:Iteration 12Q (1155.190000 sec): 3 clusters
  Score: Raw -864591.177868 + Penalty 2959.731763 = -861631.446105
  nChanged 207
		SP:Iteration 13Q (1155.210000 sec): 3 clusters
  Score: Raw -864694.504865 + Penalty 2959.731763 = -861734.773102
  nChanged 125
		SP:Iteration 14Q (1155.230000 sec): 3 clusters
  Score: Raw -864739.455484 + Penalty 2959.731763 = -861779.723721
  nChanged 84
		SP:Iteration 15Q (1155.250000 sec): 3 clusters
  Score: Raw -864764.689872 + Penalty 2959.731763 = -861804.958109
  nChanged 69
		SP:Iteration 16Q (1155.270000 sec): 3 clusters
  Score: Raw -864783.291425 + Penalty 2959.731763 = -861823.559662
  nChanged 51
		SP:Iteration 17Q (1155.290000 sec): 3 clusters
  Score: Raw -864793.420904 + Penalty 2959.731763 = -861833.689141
  nChanged 30
		SP:Iteration 18Q (1155.320000 sec): 3 clusters
  Score: Raw -864798.135193 + Penalty 2959.731763 = -861838.403430
  nChanged 20
		SP:Iteration 19Q (1155.340000 sec): 3 clusters
  Score: Raw -864801.691360 + Penalty 2959.731763 = -861841.959597
  nChanged 16
		SP:Iteration 20F (1155.360000 sec): 3 clusters
  Score: Raw -864804.249384 + Penalty 2959.731763 = -861844.517621
  nChanged 20
		SP:Iteration 21Q (1155.380000 sec): 3 clusters
  Score: Raw -864807.429604 + Penalty 2959.731763 = -861847.697841
  nChanged 13
		SP:Iteration 22Q (1155.400000 sec): 3 clusters
  Score: Raw -864809.110920 + Penalty 2959.731763 = -861849.379157
  nChanged 5
		SP:Iteration 23Q (1155.420000 sec): 3 clusters
  Score: Raw -864809.787388 + Penalty 2959.731763 = -861850.055625
  nChanged 6
		SP:Iteration 24Q (1155.440000 sec): 3 clusters
  Score: Raw -864810.827619 + Penalty 2959.731763 = -861851.095856
  nChanged 6
		SP:Iteration 25Q (1155.460000 sec): 3 clusters
  Score: Raw -864811.928533 + Penalty 2959.731763 = -861852.196770
  nChanged 6
		SP:Iteration 26Q (1155.490000 sec): 3 clusters
  Score: Raw -864812.458385 + Penalty 2959.731763 = -861852.726621
  nChanged 5
		SP:Iteration 27Q (1155.510000 sec): 3 clusters
  Score: Raw -864812.874912 + Penalty 2959.731763 = -861853.143149
  nChanged 6
		SP:Iteration 28Q (1155.530000 sec): 3 clusters
  Score: Raw -864813.500960 + Penalty 2959.731763 = -861853.769197
  nChanged 5
		SP:Iteration 29Q (1155.550000 sec): 3 clusters
  Score: Raw -864813.918533 + Penalty 2959.731763 = -861854.186770
  nChanged 3
		SP:Iteration 30Q (1155.570000 sec): 3 clusters
  Score: Raw -864814.285604 + Penalty 2959.731763 = -861854.553841
  nChanged 4
		SP:Iteration 31Q (1155.590000 sec): 3 clusters
  Score: Raw -864814.703804 + Penalty 2959.731763 = -861854.972041
  nChanged 5
		SP:Iteration 32Q (1155.610000 sec): 3 clusters
  Score: Raw -864815.152329 + Penalty 2959.731763 = -861855.420566
  nChanged 7
		SP:Iteration 33Q (1155.630000 sec): 3 clusters
  Score: Raw -864816.185280 + Penalty 2959.731763 = -861856.453517
  nChanged 9
		SP:Iteration 34Q (1155.650000 sec): 3 clusters
  Score: Raw -864817.386106 + Penalty 2959.731763 = -861857.654343
  nChanged 10
		SP:Iteration 35Q (1155.670000 sec): 3 clusters
  Score: Raw -864819.187476 + Penalty 2959.731763 = -861859.455712
  nChanged 13
		SP:Iteration 36Q (1155.690000 sec): 3 clusters
  Score: Raw -864821.165755 + Penalty 2959.731763 = -861861.433992
  nChanged 10
		SP:Iteration 37Q (1155.710000 sec): 3 clusters
  Score: Raw -864822.585805 + Penalty 2959.731763 = -861862.854042
  nChanged 9
		SP:Iteration 38Q (1155.730000 sec): 3 clusters
  Score: Raw -864823.736159 + Penalty 2959.731763 = -861864.004396
  nChanged 9
		SP:Iteration 39Q (1155.750000 sec): 3 clusters
  Score: Raw -864825.000876 + Penalty 2959.731763 = -861865.269113
  nChanged 6
		SP:Iteration 40F (1155.770000 sec): 3 clusters
  Score: Raw -864825.672798 + Penalty 2959.731763 = -861865.941034
  nChanged 3
		SP:Iteration 41Q (1155.790000 sec): 3 clusters
  Score: Raw -864826.084467 + Penalty 2959.731763 = -861866.352703
  nChanged 4
		SP:Iteration 42Q (1155.810000 sec): 3 clusters
  Score: Raw -864826.594734 + Penalty 2959.731763 = -861866.862971
  nChanged 5
		SP:Iteration 43Q (1155.830000 sec): 3 clusters
  Score: Raw -864827.576269 + Penalty 2959.731763 = -861867.844506
  nChanged 6
		SP:Iteration 44Q (1155.860000 sec): 3 clusters
  Score: Raw -864828.209779 + Penalty 2959.731763 = -861868.478016
  nChanged 6
		SP:Iteration 45Q (1155.880000 sec): 3 clusters
  Score: Raw -864829.529802 + Penalty 2959.731763 = -861869.798039
  nChanged 9
		SP:Iteration 46Q (1155.900000 sec): 3 clusters
  Score: Raw -864830.829284 + Penalty 2959.731763 = -861871.097521
  nChanged 6
		SP:Iteration 47Q (1155.920000 sec): 3 clusters
  Score: Raw -864831.497420 + Penalty 2959.731763 = -861871.765657
  nChanged 4
		SP:Iteration 48Q (1155.940000 sec): 3 clusters
  Score: Raw -864831.834599 + Penalty 2959.731763 = -861872.102836
  nChanged 2
		SP:Iteration 49Q (1155.960000 sec): 3 clusters
  Score: Raw -864831.919747 + Penalty 2959.731763 = -861872.187984
  nChanged 0
		SP:Iteration 50F (1155.980000 sec): 3 clusters
  Score: Raw -864831.919747 + Penalty 2959.731763 = -861872.187984
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 46 (7875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1156.010000 sec): 2 clusters
  Score: Raw -720741.602071 + Penalty 1457.860375 = -719283.741696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1156.030000 sec): 3 clusters
  Score: Raw -716515.112720 + Penalty 2915.720751 = -713599.391969
  nChanged 3263
		SP:Iteration 1F (1156.050000 sec): 3 clusters
  Score: Raw -718497.703667 + Penalty 2915.720751 = -715581.982916
  nChanged 655
		SP:Iteration 2F (1156.070000 sec): 3 clusters
  Score: Raw -719022.336002 + Penalty 2915.720751 = -716106.615252
  nChanged 581
		SP:Iteration 3F (1156.090000 sec): 3 clusters
  Score: Raw -719516.193960 + Penalty 2915.720751 = -716600.473209
  nChanged 534
		SP:Iteration 4F (1156.110000 sec): 3 clusters
  Score: Raw -719904.320646 + Penalty 2915.720751 = -716988.599896
  nChanged 459
		SP:Iteration 5F (1156.130000 sec): 3 clusters
  Score: Raw -720224.336651 + Penalty 2915.720751 = -717308.615900
  nChanged 425
		SP:Iteration 6F (1156.150000 sec): 3 clusters
  Score: Raw -720546.570178 + Penalty 2915.720751 = -717630.849427
  nChanged 378
		SP:Iteration 7Q (1156.170000 sec): 3 clusters
  Score: Raw -720800.760016 + Penalty 2915.720751 = -717885.039265
  nChanged 324
		SP:Iteration 8Q (1156.190000 sec): 3 clusters
  Score: Raw -720996.271902 + Penalty 2915.720751 = -718080.551151
  nChanged 244
		SP:Iteration 9Q (1156.200000 sec): 3 clusters
  Score: Raw -721138.076066 + Penalty 2915.720751 = -718222.355315
  nChanged 190
		SP:Iteration 10Q (1156.220000 sec): 3 clusters
  Score: Raw -721239.216048 + Penalty 2915.720751 = -718323.495298
  nChanged 160
		SP:Iteration 11Q (1156.240000 sec): 3 clusters
  Score: Raw -721322.436673 + Penalty 2915.720751 = -718406.715922
  nChanged 135
		SP:Iteration 12Q (1156.260000 sec): 3 clusters
  Score: Raw -721394.671709 + Penalty 2915.720751 = -718478.950959
  nChanged 113
		SP:Iteration 13Q (1156.280000 sec): 3 clusters
  Score: Raw -721451.923628 + Penalty 2915.720751 = -718536.202877
  nChanged 95
		SP:Iteration 14Q (1156.300000 sec): 3 clusters
  Score: Raw -721496.604208 + Penalty 2915.720751 = -718580.883457
  nChanged 96
		SP:Iteration 15Q (1156.320000 sec): 3 clusters
  Score: Raw -721542.122772 + Penalty 2915.720751 = -718626.402021
  nChanged 80
		SP:Iteration 16Q (1156.340000 sec): 3 clusters
  Score: Raw -721582.248328 + Penalty 2915.720751 = -718666.527577
  nChanged 81
		SP:Iteration 17Q (1156.360000 sec): 3 clusters
  Score: Raw -721623.372417 + Penalty 2915.720751 = -718707.651667
  nChanged 74
		SP:Iteration 18Q (1156.380000 sec): 3 clusters
  Score: Raw -721663.510630 + Penalty 2915.720751 = -718747.789879
  nChanged 78
		SP:Iteration 19Q (1156.390000 sec): 3 clusters
  Score: Raw -721711.836017 + Penalty 2915.720751 = -718796.115267
  nChanged 67
		SP:Iteration 20F (1156.410000 sec): 3 clusters
  Score: Raw -721750.585901 + Penalty 2915.720751 = -718834.865151
  nChanged 67
		SP:Iteration 21Q (1156.430000 sec): 3 clusters
  Score: Raw -721791.549383 + Penalty 2915.720751 = -718875.828633
  nChanged 75
		SP:Iteration 22Q (1156.450000 sec): 3 clusters
  Score: Raw -721838.496879 + Penalty 2915.720751 = -718922.776128
  nChanged 59
		SP:Iteration 23Q (1156.470000 sec): 3 clusters
  Score: Raw -721878.158616 + Penalty 2915.720751 = -718962.437865
  nChanged 56
		SP:Iteration 24Q (1156.490000 sec): 3 clusters
  Score: Raw -721915.228375 + Penalty 2915.720751 = -718999.507625
  nChanged 60
		SP:Iteration 25Q (1156.510000 sec): 3 clusters
  Score: Raw -721961.153040 + Penalty 2915.720751 = -719045.432290
  nChanged 52
		SP:Iteration 26Q (1156.520000 sec): 3 clusters
  Score: Raw -721991.292358 + Penalty 2915.720751 = -719075.571608
  nChanged 38
		SP:Iteration 27Q (1156.540000 sec): 3 clusters
  Score: Raw -722009.964897 + Penalty 2915.720751 = -719094.244146
  nChanged 35
		SP:Iteration 28Q (1156.560000 sec): 3 clusters
  Score: Raw -722026.605085 + Penalty 2915.720751 = -719110.884334
  nChanged 28
		SP:Iteration 29Q (1156.570000 sec): 3 clusters
  Score: Raw -722039.143000 + Penalty 2915.720751 = -719123.422249
  nChanged 27
		SP:Iteration 30Q (1156.590000 sec): 3 clusters
  Score: Raw -722052.985207 + Penalty 2915.720751 = -719137.264456
  nChanged 24
		SP:Iteration 31Q (1156.610000 sec): 3 clusters
  Score: Raw -722066.516254 + Penalty 2915.720751 = -719150.795503
  nChanged 26
		SP:Iteration 32Q (1156.630000 sec): 3 clusters
  Score: Raw -722080.837977 + Penalty 2915.720751 = -719165.117226
  nChanged 27
		SP:Iteration 33Q (1156.640000 sec): 3 clusters
  Score: Raw -722091.230802 + Penalty 2915.720751 = -719175.510051
  nChanged 18
		SP:Iteration 34Q (1156.660000 sec): 3 clusters
  Score: Raw -722097.232721 + Penalty 2915.720751 = -719181.511970
  nChanged 9
		SP:Iteration 35Q (1156.680000 sec): 3 clusters
  Score: Raw -722098.997889 + Penalty 2915.720751 = -719183.277139
  nChanged 4
		SP:Iteration 36Q (1156.690000 sec): 3 clusters
  Score: Raw -722099.977729 + Penalty 2915.720751 = -719184.256978
  nChanged 3
		SP:Iteration 37Q (1156.710000 sec): 3 clusters
  Score: Raw -722100.569780 + Penalty 2915.720751 = -719184.849029
  nChanged 5
		SP:Iteration 38Q (1156.730000 sec): 3 clusters
  Score: Raw -722101.548355 + Penalty 2915.720751 = -719185.827605
  nChanged 1
		SP:Iteration 39Q (1156.740000 sec): 3 clusters
  Score: Raw -722101.632966 + Penalty 2915.720751 = -719185.912215
  nChanged 0
		SP:Iteration 40F (1156.760000 sec): 3 clusters
  Score: Raw -722101.632966 + Penalty 2915.720751 = -719185.912215
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 47 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1156.770000 sec): 2 clusters
  Score: Raw -56288.558343 + Penalty 1028.289727 = -55260.268615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1156.770000 sec): 3 clusters
  Score: Raw -56181.804287 + Penalty 2056.579455 = -54125.224832
  nChanged 131
		SP:Iteration 1F (1156.770000 sec): 3 clusters
  Score: Raw -56336.801360 + Penalty 2056.579455 = -54280.221906
  nChanged 29
		SP:Iteration 2F (1156.780000 sec): 3 clusters
  Score: Raw -56376.980938 + Penalty 2056.579455 = -54320.401483
  nChanged 17
		SP:Iteration 3Q (1156.780000 sec): 3 clusters
  Score: Raw -56409.511199 + Penalty 2056.579455 = -54352.931745
  nChanged 10
		SP:Iteration 4Q (1156.780000 sec): 3 clusters
  Score: Raw -56419.654397 + Penalty 2056.579455 = -54363.074943
  nChanged 3
		SP:Iteration 5Q (1156.780000 sec): 3 clusters
  Score: Raw -56426.333075 + Penalty 2056.579455 = -54369.753620
  nChanged 3
		SP:Iteration 6Q (1156.780000 sec): 3 clusters
  Score: Raw -56436.654191 + Penalty 2056.579455 = -54380.074736
  nChanged 5
		SP:Iteration 7Q (1156.780000 sec): 3 clusters
  Score: Raw -56440.947515 + Penalty 2056.579455 = -54384.368060
  nChanged 2
		SP:Iteration 8Q (1156.790000 sec): 3 clusters
  Score: Raw -56443.021810 + Penalty 2056.579455 = -54386.442355
  nChanged 0
		SP:Iteration 9F (1156.790000 sec): 3 clusters
  Score: Raw -56443.021810 + Penalty 2056.579455 = -54386.442355
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 48 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1156.800000 sec): 2 clusters
  Score: Raw -369614.110645 + Penalty 1348.876256 = -368265.234388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1156.810000 sec): 3 clusters
  Score: Raw -367587.810166 + Penalty 2697.752512 = -364890.057653
  nChanged 1586
		SP:Iteration 1F (1156.820000 sec): 3 clusters
  Score: Raw -368562.735432 + Penalty 2697.752512 = -365864.982920
  nChanged 390
		SP:Iteration 2F (1156.830000 sec): 3 clusters
  Score: Raw -369034.474387 + Penalty 2697.752512 = -366336.721875
  nChanged 390
		SP:Iteration 3F (1156.840000 sec): 3 clusters
  Score: Raw -369562.630492 + Penalty 2697.752512 = -366864.877980
  nChanged 418
		SP:Iteration 4F (1156.850000 sec): 3 clusters
  Score: Raw -370236.473367 + Penalty 2697.752512 = -367538.720855
  nChanged 381
		SP:Iteration 5F (1156.860000 sec): 3 clusters
  Score: Raw -370839.435624 + Penalty 2697.752512 = -368141.683112
  nChanged 305
		SP:Iteration 6F (1156.870000 sec): 3 clusters
  Score: Raw -371286.367478 + Penalty 2697.752512 = -368588.614966
  nChanged 210
		SP:Iteration 7F (1156.890000 sec): 3 clusters
  Score: Raw -371572.998464 + Penalty 2697.752512 = -368875.245951
  nChanged 115
		SP:Iteration 8Q (1156.890000 sec): 3 clusters
  Score: Raw -371665.324261 + Penalty 2697.752512 = -368967.571748
  nChanged 69
		SP:Iteration 9Q (1156.900000 sec): 3 clusters
  Score: Raw -371702.572701 + Penalty 2697.752512 = -369004.820189
  nChanged 42
		SP:Iteration 10Q (1156.910000 sec): 3 clusters
  Score: Raw -371723.905609 + Penalty 2697.752512 = -369026.153096
  nChanged 27
		SP:Iteration 11Q (1156.920000 sec): 3 clusters
  Score: Raw -371737.350161 + Penalty 2697.752512 = -369039.597649
  nChanged 14
		SP:Iteration 12Q (1156.930000 sec): 3 clusters
  Score: Raw -371744.109674 + Penalty 2697.752512 = -369046.357161
  nChanged 14
		SP:Iteration 13Q (1156.940000 sec): 3 clusters
  Score: Raw -371750.728426 + Penalty 2697.752512 = -369052.975913
  nChanged 15
		SP:Iteration 14Q (1156.950000 sec): 3 clusters
  Score: Raw -371757.791945 + Penalty 2697.752512 = -369060.039433
  nChanged 8
		SP:Iteration 15Q (1156.960000 sec): 3 clusters
  Score: Raw -371761.067060 + Penalty 2697.752512 = -369063.314548
  nChanged 8
		SP:Iteration 16Q (1156.970000 sec): 3 clusters
  Score: Raw -371765.297762 + Penalty 2697.752512 = -369067.545250
  nChanged 12
		SP:Iteration 17Q (1156.980000 sec): 3 clusters
  Score: Raw -371772.145538 + Penalty 2697.752512 = -369074.393026
  nChanged 15
		SP:Iteration 18Q (1156.990000 sec): 3 clusters
  Score: Raw -371781.490996 + Penalty 2697.752512 = -369083.738483
  nChanged 11
		SP:Iteration 19Q (1157.000000 sec): 3 clusters
  Score: Raw -371787.873559 + Penalty 2697.752512 = -369090.121047
  nChanged 11
		SP:Iteration 20F (1157.010000 sec): 3 clusters
  Score: Raw -371797.364906 + Penalty 2697.752512 = -369099.612393
  nChanged 15
		SP:Iteration 21Q (1157.020000 sec): 3 clusters
  Score: Raw -371805.494214 + Penalty 2697.752512 = -369107.741702
  nChanged 9
		SP:Iteration 22Q (1157.030000 sec): 3 clusters
  Score: Raw -371808.191586 + Penalty 2697.752512 = -369110.439074
  nChanged 4
		SP:Iteration 23Q (1157.030000 sec): 3 clusters
  Score: Raw -371810.178240 + Penalty 2697.752512 = -369112.425727
  nChanged 2
		SP:Iteration 24Q (1157.050000 sec): 3 clusters
  Score: Raw -371810.981961 + Penalty 2697.752512 = -369113.229449
  nChanged 0
		SP:Iteration 25F (1157.050000 sec): 3 clusters
  Score: Raw -371810.981961 + Penalty 2697.752512 = -369113.229449
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 49 (9957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1157.090000 sec): 2 clusters
  Score: Raw -1004808.189407 + Penalty 1495.980054 = -1003312.209353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1157.120000 sec): 3 clusters
  Score: Raw -999254.506844 + Penalty 2991.960108 = -996262.546736
  nChanged 4194
		SP:Iteration 1F (1157.140000 sec): 3 clusters
  Score: Raw -1001486.450187 + Penalty 2991.960108 = -998494.490080
  nChanged 571
		SP:Iteration 2F (1157.170000 sec): 3 clusters
  Score: Raw -1001743.111637 + Penalty 2991.960108 = -998751.151529
  nChanged 534
		SP:Iteration 3F (1157.190000 sec): 3 clusters
  Score: Raw -1002007.522423 + Penalty 2991.960108 = -999015.562315
  nChanged 483
		SP:Iteration 4Q (1157.220000 sec): 3 clusters
  Score: Raw -1002252.514476 + Penalty 2991.960108 = -999260.554368
  nChanged 473
		SP:Iteration 5Q (1157.240000 sec): 3 clusters
  Score: Raw -1002551.304673 + Penalty 2991.960108 = -999559.344566
  nChanged 531
		SP:Iteration 6F (1157.270000 sec): 3 clusters
  Score: Raw -1002980.187980 + Penalty 2991.960108 = -999988.227873
  nChanged 599
		SP:Iteration 7F (1157.290000 sec): 3 clusters
  Score: Raw -1003556.217398 + Penalty 2991.960108 = -1000564.257291
  nChanged 625
		SP:Iteration 8F (1157.320000 sec): 3 clusters
  Score: Raw -1004182.321205 + Penalty 2991.960108 = -1001190.361097
  nChanged 577
		SP:Iteration 9F (1157.350000 sec): 3 clusters
  Score: Raw -1004682.496206 + Penalty 2991.960108 = -1001690.536098
  nChanged 456
		SP:Iteration 10Q (1157.370000 sec): 3 clusters
  Score: Raw -1004980.202601 + Penalty 2991.960108 = -1001988.242493
  nChanged 323
		SP:Iteration 11Q (1157.400000 sec): 3 clusters
  Score: Raw -1005133.314365 + Penalty 2991.960108 = -1002141.354257
  nChanged 193
		SP:Iteration 12Q (1157.420000 sec): 3 clusters
  Score: Raw -1005202.067281 + Penalty 2991.960108 = -1002210.107173
  nChanged 138
		SP:Iteration 13Q (1157.450000 sec): 3 clusters
  Score: Raw -1005247.421811 + Penalty 2991.960108 = -1002255.461703
  nChanged 120
		SP:Iteration 14Q (1157.470000 sec): 3 clusters
  Score: Raw -1005291.276108 + Penalty 2991.960108 = -1002299.316001
  nChanged 116
		SP:Iteration 15Q (1157.490000 sec): 3 clusters
  Score: Raw -1005336.834273 + Penalty 2991.960108 = -1002344.874165
  nChanged 126
		SP:Iteration 16Q (1157.520000 sec): 3 clusters
  Score: Raw -1005392.464950 + Penalty 2991.960108 = -1002400.504842
  nChanged 124
		SP:Iteration 17Q (1157.540000 sec): 3 clusters
  Score: Raw -1005444.885040 + Penalty 2991.960108 = -1002452.924932
  nChanged 142
		SP:Iteration 18Q (1157.560000 sec): 3 clusters
  Score: Raw -1005505.487928 + Penalty 2991.960108 = -1002513.527821
  nChanged 129
		SP:Iteration 19Q (1157.590000 sec): 3 clusters
  Score: Raw -1005550.940043 + Penalty 2991.960108 = -1002558.979935
  nChanged 107
		SP:Iteration 20F (1157.610000 sec): 3 clusters
  Score: Raw -1005583.369559 + Penalty 2991.960108 = -1002591.409451
  nChanged 77
		SP:Iteration 21Q (1157.640000 sec): 3 clusters
  Score: Raw -1005600.688607 + Penalty 2991.960108 = -1002608.728500
  nChanged 46
		SP:Iteration 22Q (1157.660000 sec): 3 clusters
  Score: Raw -1005610.590628 + Penalty 2991.960108 = -1002618.630520
  nChanged 43
		SP:Iteration 23Q (1157.680000 sec): 3 clusters
  Score: Raw -1005620.477116 + Penalty 2991.960108 = -1002628.517009
  nChanged 42
		SP:Iteration 24Q (1157.700000 sec): 3 clusters
  Score: Raw -1005629.200718 + Penalty 2991.960108 = -1002637.240611
  nChanged 39
		SP:Iteration 25Q (1157.730000 sec): 3 clusters
  Score: Raw -1005636.948600 + Penalty 2991.960108 = -1002644.988492
  nChanged 33
		SP:Iteration 26Q (1157.750000 sec): 3 clusters
  Score: Raw -1005642.474390 + Penalty 2991.960108 = -1002650.514283
  nChanged 31
		SP:Iteration 27Q (1157.780000 sec): 3 clusters
  Score: Raw -1005646.749248 + Penalty 2991.960108 = -1002654.789140
  nChanged 20
		SP:Iteration 28Q (1157.800000 sec): 3 clusters
  Score: Raw -1005650.023478 + Penalty 2991.960108 = -1002658.063371
  nChanged 22
		SP:Iteration 29Q (1157.820000 sec): 3 clusters
  Score: Raw -1005654.715229 + Penalty 2991.960108 = -1002662.755122
  nChanged 24
		SP:Iteration 30Q (1157.840000 sec): 3 clusters
  Score: Raw -1005657.941124 + Penalty 2991.960108 = -1002665.981017
  nChanged 13
		SP:Iteration 31Q (1157.870000 sec): 3 clusters
  Score: Raw -1005659.510799 + Penalty 2991.960108 = -1002667.550691
  nChanged 12
		SP:Iteration 32Q (1157.890000 sec): 3 clusters
  Score: Raw -1005660.710251 + Penalty 2991.960108 = -1002668.750143
  nChanged 7
		SP:Iteration 33Q (1157.920000 sec): 3 clusters
  Score: Raw -1005661.651630 + Penalty 2991.960108 = -1002669.691522
  nChanged 7
		SP:Iteration 34Q (1157.940000 sec): 3 clusters
  Score: Raw -1005662.314558 + Penalty 2991.960108 = -1002670.354450
  nChanged 5
		SP:Iteration 35Q (1157.960000 sec): 3 clusters
  Score: Raw -1005662.693311 + Penalty 2991.960108 = -1002670.733204
  nChanged 4
		SP:Iteration 36Q (1157.980000 sec): 3 clusters
  Score: Raw -1005663.174426 + Penalty 2991.960108 = -1002671.214318
  nChanged 2
		SP:Iteration 37Q (1158.010000 sec): 3 clusters
  Score: Raw -1005663.465062 + Penalty 2991.960108 = -1002671.504955
  nChanged 5
		SP:Iteration 38Q (1158.030000 sec): 3 clusters
  Score: Raw -1005664.030375 + Penalty 2991.960108 = -1002672.070267
  nChanged 6
		SP:Iteration 39Q (1158.050000 sec): 3 clusters
  Score: Raw -1005664.627120 + Penalty 2991.960108 = -1002672.667012
  nChanged 5
		SP:Iteration 40F (1158.080000 sec): 3 clusters
  Score: Raw -1005664.978180 + Penalty 2991.960108 = -1002673.018072
  nChanged 2
		SP:Iteration 41Q (1158.100000 sec): 3 clusters
  Score: Raw -1005665.192657 + Penalty 2991.960108 = -1002673.232550
  nChanged 3
		SP:Iteration 42Q (1158.120000 sec): 3 clusters
  Score: Raw -1005665.403548 + Penalty 2991.960108 = -1002673.443441
  nChanged 2
		SP:Iteration 43Q (1158.150000 sec): 3 clusters
  Score: Raw -1005665.588011 + Penalty 2991.960108 = -1002673.627904
  nChanged 0
		SP:Iteration 44F (1158.170000 sec): 3 clusters
  Score: Raw -1005665.588011 + Penalty 2991.960108 = -1002673.627904
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 50 (3145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1158.190000 sec): 2 clusters
  Score: Raw -281244.688915 + Penalty 1308.704990 = -279935.983925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1158.200000 sec): 3 clusters
  Score: Raw -279799.144823 + Penalty 2617.409980 = -277181.734843
  nChanged 1199
		SP:Iteration 1F (1158.210000 sec): 3 clusters
  Score: Raw -280582.639267 + Penalty 2617.409980 = -277965.229287
  nChanged 272
		SP:Iteration 2F (1158.220000 sec): 3 clusters
  Score: Raw -280821.896159 + Penalty 2617.409980 = -278204.486179
  nChanged 201
		SP:Iteration 3F (1158.220000 sec): 3 clusters
  Score: Raw -280990.651000 + Penalty 2617.409980 = -278373.241020
  nChanged 162
		SP:Iteration 4F (1158.230000 sec): 3 clusters
  Score: Raw -281126.440673 + Penalty 2617.409980 = -278509.030693
  nChanged 139
		SP:Iteration 5Q (1158.240000 sec): 3 clusters
  Score: Raw -281231.336136 + Penalty 2617.409980 = -278613.926156
  nChanged 130
		SP:Iteration 6Q (1158.240000 sec): 3 clusters
  Score: Raw -281343.619955 + Penalty 2617.409980 = -278726.209975
  nChanged 117
		SP:Iteration 7Q (1158.250000 sec): 3 clusters
  Score: Raw -281445.618329 + Penalty 2617.409980 = -278828.208349
  nChanged 96
		SP:Iteration 8Q (1158.260000 sec): 3 clusters
  Score: Raw -281564.710776 + Penalty 2617.409980 = -278947.300796
  nChanged 101
		SP:Iteration 9Q (1158.270000 sec): 3 clusters
  Score: Raw -281711.756419 + Penalty 2617.409980 = -279094.346439
  nChanged 109
		SP:Iteration 10Q (1158.280000 sec): 3 clusters
  Score: Raw -281846.551709 + Penalty 2617.409980 = -279229.141729
  nChanged 123
		SP:Iteration 11Q (1158.280000 sec): 3 clusters
  Score: Raw -281959.673735 + Penalty 2617.409980 = -279342.263755
  nChanged 122
		SP:Iteration 12Q (1158.290000 sec): 3 clusters
  Score: Raw -282064.649891 + Penalty 2617.409980 = -279447.239911
  nChanged 110
		SP:Iteration 13Q (1158.300000 sec): 3 clusters
  Score: Raw -282159.512584 + Penalty 2617.409980 = -279542.102604
  nChanged 88
		SP:Iteration 14Q (1158.300000 sec): 3 clusters
  Score: Raw -282235.703945 + Penalty 2617.409980 = -279618.293965
  nChanged 66
		SP:Iteration 15Q (1158.310000 sec): 3 clusters
  Score: Raw -282287.103729 + Penalty 2617.409980 = -279669.693749
  nChanged 55
		SP:Iteration 16Q (1158.320000 sec): 3 clusters
  Score: Raw -282344.159772 + Penalty 2617.409980 = -279726.749792
  nChanged 62
		SP:Iteration 17Q (1158.330000 sec): 3 clusters
  Score: Raw -282412.741257 + Penalty 2617.409980 = -279795.331277
  nChanged 61
		SP:Iteration 18Q (1158.330000 sec): 3 clusters
  Score: Raw -282491.701072 + Penalty 2617.409980 = -279874.291092
  nChanged 61
		SP:Iteration 19Q (1158.340000 sec): 3 clusters
  Score: Raw -282594.306304 + Penalty 2617.409980 = -279976.896324
  nChanged 55
		SP:Iteration 20F (1158.350000 sec): 3 clusters
  Score: Raw -282678.561068 + Penalty 2617.409980 = -280061.151089
  nChanged 47
		SP:Iteration 21Q (1158.360000 sec): 3 clusters
  Score: Raw -282725.803433 + Penalty 2617.409980 = -280108.393453
  nChanged 37
		SP:Iteration 22Q (1158.360000 sec): 3 clusters
  Score: Raw -282766.898596 + Penalty 2617.409980 = -280149.488616
  nChanged 28
		SP:Iteration 23Q (1158.370000 sec): 3 clusters
  Score: Raw -282785.481704 + Penalty 2617.409980 = -280168.071724
  nChanged 16
		SP:Iteration 24Q (1158.380000 sec): 3 clusters
  Score: Raw -282791.902289 + Penalty 2617.409980 = -280174.492309
  nChanged 14
		SP:Iteration 25Q (1158.380000 sec): 3 clusters
  Score: Raw -282797.652292 + Penalty 2617.409980 = -280180.242312
  nChanged 14
		SP:Iteration 26Q (1158.390000 sec): 3 clusters
  Score: Raw -282802.911605 + Penalty 2617.409980 = -280185.501625
  nChanged 9
		SP:Iteration 27Q (1158.400000 sec): 3 clusters
  Score: Raw -282805.317183 + Penalty 2617.409980 = -280187.907203
  nChanged 8
		SP:Iteration 28Q (1158.400000 sec): 3 clusters
  Score: Raw -282809.084620 + Penalty 2617.409980 = -280191.674640
  nChanged 6
		SP:Iteration 29Q (1158.410000 sec): 3 clusters
  Score: Raw -282811.036930 + Penalty 2617.409980 = -280193.626950
  nChanged 3
		SP:Iteration 30Q (1158.420000 sec): 3 clusters
  Score: Raw -282811.920621 + Penalty 2617.409980 = -280194.510641
  nChanged 1
		SP:Iteration 31Q (1158.420000 sec): 3 clusters
  Score: Raw -282812.184329 + Penalty 2617.409980 = -280194.774349
  nChanged 2
		SP:Iteration 32Q (1158.430000 sec): 3 clusters
  Score: Raw -282812.618280 + Penalty 2617.409980 = -280195.208300
  nChanged 1
		SP:Iteration 33Q (1158.440000 sec): 3 clusters
  Score: Raw -282812.898325 + Penalty 2617.409980 = -280195.488345
  nChanged 0
		SP:Iteration 34F (1158.450000 sec): 3 clusters
  Score: Raw -282812.898325 + Penalty 2617.409980 = -280195.488345
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 51 (24032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1158.520000 sec): 2 clusters
  Score: Raw -2374666.850342 + Penalty 1639.160503 = -2373027.689839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1158.590000 sec): 3 clusters
  Score: Raw -2359960.737109 + Penalty 3278.321005 = -2356682.416104
  nChanged 11010
		SP:Iteration 1F (1158.660000 sec): 3 clusters
  Score: Raw -2366919.845359 + Penalty 3278.321005 = -2363641.524354
  nChanged 1850
		SP:Iteration 2F (1158.720000 sec): 3 clusters
  Score: Raw -2368291.077774 + Penalty 3278.321005 = -2365012.756768
  nChanged 2123
		SP:Iteration 3F (1158.780000 sec): 3 clusters
  Score: Raw -2370148.850578 + Penalty 3278.321005 = -2366870.529572
  nChanged 2153
		SP:Iteration 4F (1158.850000 sec): 3 clusters
  Score: Raw -2372047.332289 + Penalty 3278.321005 = -2368769.011283
  nChanged 1825
		SP:Iteration 5F (1158.910000 sec): 3 clusters
  Score: Raw -2373512.505716 + Penalty 3278.321005 = -2370234.184711
  nChanged 1327
		SP:Iteration 6F (1158.980000 sec): 3 clusters
  Score: Raw -2374447.432358 + Penalty 3278.321005 = -2371169.111352
  nChanged 890
		SP:Iteration 7Q (1159.040000 sec): 3 clusters
  Score: Raw -2374974.937674 + Penalty 3278.321005 = -2371696.616668
  nChanged 592
		SP:Iteration 8Q (1159.110000 sec): 3 clusters
  Score: Raw -2375265.384253 + Penalty 3278.321005 = -2371987.063248
  nChanged 424
		SP:Iteration 9Q (1159.180000 sec): 3 clusters
  Score: Raw -2375452.844770 + Penalty 3278.321005 = -2372174.523764
  nChanged 307
		SP:Iteration 10Q (1159.240000 sec): 3 clusters
  Score: Raw -2375582.737445 + Penalty 3278.321005 = -2372304.416440
  nChanged 222
		SP:Iteration 11Q (1159.310000 sec): 3 clusters
  Score: Raw -2375668.879488 + Penalty 3278.321005 = -2372390.558483
  nChanged 176
		SP:Iteration 12Q (1159.380000 sec): 3 clusters
  Score: Raw -2375728.549400 + Penalty 3278.321005 = -2372450.228395
  nChanged 125
		SP:Iteration 13Q (1159.440000 sec): 3 clusters
  Score: Raw -2375767.068771 + Penalty 3278.321005 = -2372488.747766
  nChanged 106
		SP:Iteration 14Q (1159.500000 sec): 3 clusters
  Score: Raw -2375797.562585 + Penalty 3278.321005 = -2372519.241580
  nChanged 82
		SP:Iteration 15Q (1159.570000 sec): 3 clusters
  Score: Raw -2375817.272158 + Penalty 3278.321005 = -2372538.951152
  nChanged 69
		SP:Iteration 16Q (1159.630000 sec): 3 clusters
  Score: Raw -2375835.205027 + Penalty 3278.321005 = -2372556.884022
  nChanged 64
		SP:Iteration 17Q (1159.700000 sec): 3 clusters
  Score: Raw -2375851.350433 + Penalty 3278.321005 = -2372573.029428
  nChanged 51
		SP:Iteration 18Q (1159.760000 sec): 3 clusters
  Score: Raw -2375861.754605 + Penalty 3278.321005 = -2372583.433600
  nChanged 35
		SP:Iteration 19Q (1159.820000 sec): 3 clusters
  Score: Raw -2375869.314254 + Penalty 3278.321005 = -2372590.993249
  nChanged 30
		SP:Iteration 20F (1159.890000 sec): 3 clusters
  Score: Raw -2375876.885518 + Penalty 3278.321005 = -2372598.564512
  nChanged 26
		SP:Iteration 21Q (1159.950000 sec): 3 clusters
  Score: Raw -2375883.235850 + Penalty 3278.321005 = -2372604.914845
  nChanged 26
		SP:Iteration 22Q (1160.020000 sec): 3 clusters
  Score: Raw -2375888.758036 + Penalty 3278.321005 = -2372610.437031
  nChanged 19
		SP:Iteration 23Q (1160.080000 sec): 3 clusters
  Score: Raw -2375894.129361 + Penalty 3278.321005 = -2372615.808356
  nChanged 24
		SP:Iteration 24Q (1160.140000 sec): 3 clusters
  Score: Raw -2375899.214119 + Penalty 3278.321005 = -2372620.893114
  nChanged 15
		SP:Iteration 25Q (1160.200000 sec): 3 clusters
  Score: Raw -2375902.764371 + Penalty 3278.321005 = -2372624.443366
  nChanged 16
		SP:Iteration 26Q (1160.270000 sec): 3 clusters
  Score: Raw -2375906.796505 + Penalty 3278.321005 = -2372628.475500
  nChanged 20
		SP:Iteration 27Q (1160.330000 sec): 3 clusters
  Score: Raw -2375912.646930 + Penalty 3278.321005 = -2372634.325925
  nChanged 19
		SP:Iteration 28Q (1160.390000 sec): 3 clusters
  Score: Raw -2375916.837783 + Penalty 3278.321005 = -2372638.516778
  nChanged 13
		SP:Iteration 29Q (1160.460000 sec): 3 clusters
  Score: Raw -2375920.003029 + Penalty 3278.321005 = -2372641.682024
  nChanged 13
		SP:Iteration 30Q (1160.520000 sec): 3 clusters
  Score: Raw -2375922.452930 + Penalty 3278.321005 = -2372644.131925
  nChanged 5
		SP:Iteration 31Q (1160.580000 sec): 3 clusters
  Score: Raw -2375923.224217 + Penalty 3278.321005 = -2372644.903211
  nChanged 4
		SP:Iteration 32Q (1160.640000 sec): 3 clusters
  Score: Raw -2375923.693239 + Penalty 3278.321005 = -2372645.372234
  nChanged 2
		SP:Iteration 33Q (1160.710000 sec): 3 clusters
  Score: Raw -2375923.859026 + Penalty 3278.321005 = -2372645.538021
  nChanged 2
		SP:Iteration 34Q (1160.770000 sec): 3 clusters
  Score: Raw -2375924.178135 + Penalty 3278.321005 = -2372645.857130
  nChanged 3
		SP:Iteration 35Q (1160.830000 sec): 3 clusters
  Score: Raw -2375924.644355 + Penalty 3278.321005 = -2372646.323349
  nChanged 2
		SP:Iteration 36Q (1160.890000 sec): 3 clusters
  Score: Raw -2375924.981453 + Penalty 3278.321005 = -2372646.660447
  nChanged 3
		SP:Iteration 37Q (1160.960000 sec): 3 clusters
  Score: Raw -2375925.276533 + Penalty 3278.321005 = -2372646.955527
  nChanged 3
		SP:Iteration 38Q (1161.020000 sec): 3 clusters
  Score: Raw -2375925.906915 + Penalty 3278.321005 = -2372647.585909
  nChanged 6
		SP:Iteration 39Q (1161.080000 sec): 3 clusters
  Score: Raw -2375926.871803 + Penalty 3278.321005 = -2372648.550797
  nChanged 3
		SP:Iteration 40F (1161.150000 sec): 3 clusters
  Score: Raw -2375927.516143 + Penalty 3278.321005 = -2372649.195137
  nChanged 4
		SP:Iteration 41Q (1161.210000 sec): 3 clusters
  Score: Raw -2375928.218797 + Penalty 3278.321005 = -2372649.897792
  nChanged 1
		SP:Iteration 42Q (1161.280000 sec): 3 clusters
  Score: Raw -2375928.469740 + Penalty 3278.321005 = -2372650.148735
  nChanged 0
		SP:Iteration 43F (1161.340000 sec): 3 clusters
  Score: Raw -2375928.469740 + Penalty 3278.321005 = -2372650.148735
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 52 (2019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1161.360000 sec): 2 clusters
  Score: Raw -184409.352682 + Penalty 1236.683113 = -183172.669569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1161.360000 sec): 3 clusters
  Score: Raw -183603.445849 + Penalty 2473.366226 = -181130.079623
  nChanged 728
		SP:Iteration 1F (1161.370000 sec): 3 clusters
  Score: Raw -184305.728635 + Penalty 2473.366226 = -181832.362409
  nChanged 226
		SP:Iteration 2F (1161.380000 sec): 3 clusters
  Score: Raw -184685.336613 + Penalty 2473.366226 = -182211.970387
  nChanged 171
		SP:Iteration 3F (1161.380000 sec): 3 clusters
  Score: Raw -185010.499514 + Penalty 2473.366226 = -182537.133288
  nChanged 133
		SP:Iteration 4F (1161.380000 sec): 3 clusters
  Score: Raw -185255.706463 + Penalty 2473.366226 = -182782.340237
  nChanged 117
		SP:Iteration 5F (1161.390000 sec): 3 clusters
  Score: Raw -185441.061516 + Penalty 2473.366226 = -182967.695290
  nChanged 90
		SP:Iteration 6Q (1161.400000 sec): 3 clusters
  Score: Raw -185572.880592 + Penalty 2473.366226 = -183099.514366
  nChanged 70
		SP:Iteration 7Q (1161.400000 sec): 3 clusters
  Score: Raw -185664.474507 + Penalty 2473.366226 = -183191.108281
  nChanged 80
		SP:Iteration 8Q (1161.400000 sec): 3 clusters
  Score: Raw -185789.714468 + Penalty 2473.366226 = -183316.348242
  nChanged 69
		SP:Iteration 9Q (1161.410000 sec): 3 clusters
  Score: Raw -185900.395281 + Penalty 2473.366226 = -183427.029055
  nChanged 65
		SP:Iteration 10Q (1161.410000 sec): 3 clusters
  Score: Raw -186028.182833 + Penalty 2473.366226 = -183554.816607
  nChanged 71
		SP:Iteration 11Q (1161.420000 sec): 3 clusters
  Score: Raw -186192.157945 + Penalty 2473.366226 = -183718.791719
  nChanged 52
		SP:Iteration 12Q (1161.420000 sec): 3 clusters
  Score: Raw -186401.939348 + Penalty 2473.366226 = -183928.573122
  nChanged 32
		SP:Iteration 13Q (1161.420000 sec): 3 clusters
  Score: Raw -186612.544800 + Penalty 2473.366226 = -184139.178574
  nChanged 25
		SP:Iteration 14Q (1161.430000 sec): 3 clusters
  Score: Raw -186665.706654 + Penalty 2473.366226 = -184192.340428
  nChanged 13
		SP:Iteration 15Q (1161.430000 sec): 3 clusters
  Score: Raw -186706.556624 + Penalty 2473.366226 = -184233.190398
  nChanged 11
		SP:Iteration 16Q (1161.440000 sec): 3 clusters
  Score: Raw -186724.629164 + Penalty 2473.366226 = -184251.262938
  nChanged 6
		SP:Iteration 17Q (1161.440000 sec): 3 clusters
  Score: Raw -186731.381930 + Penalty 2473.366226 = -184258.015704
  nChanged 3
		SP:Iteration 18Q (1161.440000 sec): 3 clusters
  Score: Raw -186734.086599 + Penalty 2473.366226 = -184260.720373
  nChanged 1
		SP:Iteration 19Q (1161.450000 sec): 3 clusters
  Score: Raw -186734.337383 + Penalty 2473.366226 = -184260.971157
  nChanged 0
		SP:Iteration 20F (1161.450000 sec): 3 clusters
  Score: Raw -186734.337383 + Penalty 2473.366226 = -184260.971157
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 53 (2751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1161.470000 sec): 2 clusters
  Score: Raw -280778.908892 + Penalty 1286.954461 = -279491.954431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1161.480000 sec): 3 clusters
  Score: Raw -279533.745410 + Penalty 2573.908922 = -276959.836487
  nChanged 1035
		SP:Iteration 1F (1161.480000 sec): 3 clusters
  Score: Raw -280065.739305 + Penalty 2573.908922 = -277491.830382
  nChanged 170
		SP:Iteration 2F (1161.490000 sec): 3 clusters
  Score: Raw -280156.657862 + Penalty 2573.908922 = -277582.748940
  nChanged 107
		SP:Iteration 3Q (1161.500000 sec): 3 clusters
  Score: Raw -280208.348221 + Penalty 2573.908922 = -277634.439299
  nChanged 76
		SP:Iteration 4Q (1161.500000 sec): 3 clusters
  Score: Raw -280251.450517 + Penalty 2573.908922 = -277677.541595
  nChanged 76
		SP:Iteration 5Q (1161.510000 sec): 3 clusters
  Score: Raw -280286.037657 + Penalty 2573.908922 = -277712.128735
  nChanged 55
		SP:Iteration 6Q (1161.520000 sec): 3 clusters
  Score: Raw -280311.246234 + Penalty 2573.908922 = -277737.337312
  nChanged 35
		SP:Iteration 7Q (1161.520000 sec): 3 clusters
  Score: Raw -280325.451244 + Penalty 2573.908922 = -277751.542321
  nChanged 34
		SP:Iteration 8Q (1161.530000 sec): 3 clusters
  Score: Raw -280343.318064 + Penalty 2573.908922 = -277769.409141
  nChanged 39
		SP:Iteration 9Q (1161.540000 sec): 3 clusters
  Score: Raw -280362.475279 + Penalty 2573.908922 = -277788.566357
  nChanged 39
		SP:Iteration 10Q (1161.540000 sec): 3 clusters
  Score: Raw -280378.827633 + Penalty 2573.908922 = -277804.918710
  nChanged 35
		SP:Iteration 11Q (1161.550000 sec): 3 clusters
  Score: Raw -280392.216175 + Penalty 2573.908922 = -277818.307252
  nChanged 31
		SP:Iteration 12Q (1161.560000 sec): 3 clusters
  Score: Raw -280404.406320 + Penalty 2573.908922 = -277830.497397
  nChanged 29
		SP:Iteration 13Q (1161.570000 sec): 3 clusters
  Score: Raw -280416.749726 + Penalty 2573.908922 = -277842.840804
  nChanged 32
		SP:Iteration 14Q (1161.570000 sec): 3 clusters
  Score: Raw -280437.009841 + Penalty 2573.908922 = -277863.100919
  nChanged 49
		SP:Iteration 15Q (1161.580000 sec): 3 clusters
  Score: Raw -280467.973905 + Penalty 2573.908922 = -277894.064983
  nChanged 45
		SP:Iteration 16Q (1161.590000 sec): 3 clusters
  Score: Raw -280494.287256 + Penalty 2573.908922 = -277920.378334
  nChanged 51
		SP:Iteration 17Q (1161.590000 sec): 3 clusters
  Score: Raw -280525.631937 + Penalty 2573.908922 = -277951.723015
  nChanged 48
		SP:Iteration 18Q (1161.600000 sec): 3 clusters
  Score: Raw -280553.804490 + Penalty 2573.908922 = -277979.895567
  nChanged 54
		SP:Iteration 19Q (1161.610000 sec): 3 clusters
  Score: Raw -280581.357661 + Penalty 2573.908922 = -278007.448739
  nChanged 42
		SP:Iteration 20F (1161.620000 sec): 3 clusters
  Score: Raw -280604.266574 + Penalty 2573.908922 = -278030.357651
  nChanged 40
		SP:Iteration 21Q (1161.620000 sec): 3 clusters
  Score: Raw -280629.716863 + Penalty 2573.908922 = -278055.807941
  nChanged 63
		SP:Iteration 22Q (1161.630000 sec): 3 clusters
  Score: Raw -280671.421387 + Penalty 2573.908922 = -278097.512464
  nChanged 58
		SP:Iteration 23Q (1161.640000 sec): 3 clusters
  Score: Raw -280709.087733 + Penalty 2573.908922 = -278135.178810
  nChanged 60
		SP:Iteration 24Q (1161.640000 sec): 3 clusters
  Score: Raw -280747.158422 + Penalty 2573.908922 = -278173.249500
  nChanged 51
		SP:Iteration 25Q (1161.650000 sec): 3 clusters
  Score: Raw -280785.130422 + Penalty 2573.908922 = -278211.221500
  nChanged 55
		SP:Iteration 26Q (1161.660000 sec): 3 clusters
  Score: Raw -280823.702573 + Penalty 2573.908922 = -278249.793651
  nChanged 60
		SP:Iteration 27Q (1161.660000 sec): 3 clusters
  Score: Raw -280873.830272 + Penalty 2573.908922 = -278299.921350
  nChanged 66
		SP:Iteration 28Q (1161.670000 sec): 3 clusters
  Score: Raw -280918.076222 + Penalty 2573.908922 = -278344.167300
  nChanged 57
		SP:Iteration 29Q (1161.680000 sec): 3 clusters
  Score: Raw -280956.731394 + Penalty 2573.908922 = -278382.822472
  nChanged 59
		SP:Iteration 30Q (1161.680000 sec): 3 clusters
  Score: Raw -280995.174009 + Penalty 2573.908922 = -278421.265086
  nChanged 44
		SP:Iteration 31Q (1161.690000 sec): 3 clusters
  Score: Raw -281018.984750 + Penalty 2573.908922 = -278445.075828
  nChanged 48
		SP:Iteration 32Q (1161.700000 sec): 3 clusters
  Score: Raw -281047.356088 + Penalty 2573.908922 = -278473.447166
  nChanged 41
		SP:Iteration 33Q (1161.700000 sec): 3 clusters
  Score: Raw -281074.094010 + Penalty 2573.908922 = -278500.185087
  nChanged 40
		SP:Iteration 34Q (1161.710000 sec): 3 clusters
  Score: Raw -281104.382569 + Penalty 2573.908922 = -278530.473646
  nChanged 49
		SP:Iteration 35Q (1161.720000 sec): 3 clusters
  Score: Raw -281134.846096 + Penalty 2573.908922 = -278560.937173
  nChanged 44
		SP:Iteration 36Q (1161.720000 sec): 3 clusters
  Score: Raw -281168.607746 + Penalty 2573.908922 = -278594.698823
  nChanged 47
		SP:Iteration 37Q (1161.730000 sec): 3 clusters
  Score: Raw -281200.479098 + Penalty 2573.908922 = -278626.570176
  nChanged 43
		SP:Iteration 38Q (1161.740000 sec): 3 clusters
  Score: Raw -281228.409240 + Penalty 2573.908922 = -278654.500317
  nChanged 32
		SP:Iteration 39Q (1161.740000 sec): 3 clusters
  Score: Raw -281248.316186 + Penalty 2573.908922 = -278674.407264
  nChanged 32
		SP:Iteration 40F (1161.750000 sec): 3 clusters
  Score: Raw -281266.141019 + Penalty 2573.908922 = -278692.232096
  nChanged 30
		SP:Iteration 41Q (1161.760000 sec): 3 clusters
  Score: Raw -281285.089842 + Penalty 2573.908922 = -278711.180919
  nChanged 33
		SP:Iteration 42Q (1161.760000 sec): 3 clusters
  Score: Raw -281313.175329 + Penalty 2573.908922 = -278739.266407
  nChanged 36
		SP:Iteration 43Q (1161.770000 sec): 3 clusters
  Score: Raw -281349.322646 + Penalty 2573.908922 = -278775.413724
  nChanged 44
		SP:Iteration 44Q (1161.780000 sec): 3 clusters
  Score: Raw -281393.560036 + Penalty 2573.908922 = -278819.651113
  nChanged 42
		SP:Iteration 45Q (1161.780000 sec): 3 clusters
  Score: Raw -281448.744955 + Penalty 2573.908922 = -278874.836032
  nChanged 40
		SP:Iteration 46Q (1161.790000 sec): 3 clusters
  Score: Raw -281494.146950 + Penalty 2573.908922 = -278920.238028
  nChanged 24
		SP:Iteration 47Q (1161.800000 sec): 3 clusters
  Score: Raw -281510.447849 + Penalty 2573.908922 = -278936.538927
  nChanged 13
		SP:Iteration 48Q (1161.800000 sec): 3 clusters
  Score: Raw -281518.183736 + Penalty 2573.908922 = -278944.274814
  nChanged 6
		SP:Iteration 49Q (1161.810000 sec): 3 clusters
  Score: Raw -281521.381123 + Penalty 2573.908922 = -278947.472201
  nChanged 5
		SP:Iteration 50Q (1161.810000 sec): 3 clusters
  Score: Raw -281523.530305 + Penalty 2573.908922 = -278949.621382
  nChanged 3
		SP:Iteration 51Q (1161.820000 sec): 3 clusters
  Score: Raw -281525.473604 + Penalty 2573.908922 = -278951.564682
  nChanged 3
		SP:Iteration 52Q (1161.820000 sec): 3 clusters
  Score: Raw -281526.795486 + Penalty 2573.908922 = -278952.886564
  nChanged 4
		SP:Iteration 53Q (1161.830000 sec): 3 clusters
  Score: Raw -281528.402683 + Penalty 2573.908922 = -278954.493761
  nChanged 2
		SP:Iteration 54Q (1161.840000 sec): 3 clusters
  Score: Raw -281528.936000 + Penalty 2573.908922 = -278955.027078
  nChanged 1
		SP:Iteration 55Q (1161.840000 sec): 3 clusters
  Score: Raw -281529.192416 + Penalty 2573.908922 = -278955.283494
  nChanged 0
		SP:Iteration 56F (1161.850000 sec): 3 clusters
  Score: Raw -281529.192416 + Penalty 2573.908922 = -278955.283494
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 54 (9466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1161.880000 sec): 2 clusters
  Score: Raw -976063.632391 + Penalty 1487.762528 = -974575.869863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1161.900000 sec): 3 clusters
  Score: Raw -970712.677896 + Penalty 2975.525056 = -967737.152840
  nChanged 4089
		SP:Iteration 1F (1161.930000 sec): 3 clusters
  Score: Raw -972897.219582 + Penalty 2975.525056 = -969921.694526
  nChanged 563
		SP:Iteration 2F (1161.950000 sec): 3 clusters
  Score: Raw -973121.607824 + Penalty 2975.525056 = -970146.082769
  nChanged 425
		SP:Iteration 3Q (1161.980000 sec): 3 clusters
  Score: Raw -973311.366438 + Penalty 2975.525056 = -970335.841382
  nChanged 390
		SP:Iteration 4Q (1162.000000 sec): 3 clusters
  Score: Raw -973476.436692 + Penalty 2975.525056 = -970500.911637
  nChanged 400
		SP:Iteration 5Q (1162.020000 sec): 3 clusters
  Score: Raw -973669.244718 + Penalty 2975.525056 = -970693.719662
  nChanged 420
		SP:Iteration 6Q (1162.050000 sec): 3 clusters
  Score: Raw -973903.097732 + Penalty 2975.525056 = -970927.572676
  nChanged 500
		SP:Iteration 7F (1162.080000 sec): 3 clusters
  Score: Raw -974215.750969 + Penalty 2975.525056 = -971240.225913
  nChanged 545
		SP:Iteration 8F (1162.100000 sec): 3 clusters
  Score: Raw -974607.489136 + Penalty 2975.525056 = -971631.964080
  nChanged 520
		SP:Iteration 9F (1162.120000 sec): 3 clusters
  Score: Raw -974999.814707 + Penalty 2975.525056 = -972024.289651
  nChanged 472
		SP:Iteration 10Q (1162.150000 sec): 3 clusters
  Score: Raw -975393.893781 + Penalty 2975.525056 = -972418.368725
  nChanged 406
		SP:Iteration 11Q (1162.170000 sec): 3 clusters
  Score: Raw -975722.677445 + Penalty 2975.525056 = -972747.152389
  nChanged 275
		SP:Iteration 12Q (1162.200000 sec): 3 clusters
  Score: Raw -975941.631219 + Penalty 2975.525056 = -972966.106163
  nChanged 179
		SP:Iteration 13Q (1162.220000 sec): 3 clusters
  Score: Raw -976075.720929 + Penalty 2975.525056 = -973100.195873
  nChanged 129
		SP:Iteration 14Q (1162.240000 sec): 3 clusters
  Score: Raw -976170.052441 + Penalty 2975.525056 = -973194.527385
  nChanged 72
		SP:Iteration 15Q (1162.260000 sec): 3 clusters
  Score: Raw -976218.910016 + Penalty 2975.525056 = -973243.384960
  nChanged 54
		SP:Iteration 16Q (1162.280000 sec): 3 clusters
  Score: Raw -976253.291385 + Penalty 2975.525056 = -973277.766329
  nChanged 35
		SP:Iteration 17Q (1162.300000 sec): 3 clusters
  Score: Raw -976276.997678 + Penalty 2975.525056 = -973301.472623
  nChanged 22
		SP:Iteration 18Q (1162.320000 sec): 3 clusters
  Score: Raw -976290.972152 + Penalty 2975.525056 = -973315.447096
  nChanged 19
		SP:Iteration 19Q (1162.340000 sec): 3 clusters
  Score: Raw -976302.480668 + Penalty 2975.525056 = -973326.955612
  nChanged 15
		SP:Iteration 20F (1162.360000 sec): 3 clusters
  Score: Raw -976312.172005 + Penalty 2975.525056 = -973336.646950
  nChanged 20
		SP:Iteration 21Q (1162.380000 sec): 3 clusters
  Score: Raw -976326.504885 + Penalty 2975.525056 = -973350.979829
  nChanged 16
		SP:Iteration 22Q (1162.400000 sec): 3 clusters
  Score: Raw -976338.378430 + Penalty 2975.525056 = -973362.853374
  nChanged 13
		SP:Iteration 23Q (1162.420000 sec): 3 clusters
  Score: Raw -976347.490863 + Penalty 2975.525056 = -973371.965807
  nChanged 10
		SP:Iteration 24Q (1162.440000 sec): 3 clusters
  Score: Raw -976354.385222 + Penalty 2975.525056 = -973378.860166
  nChanged 8
		SP:Iteration 25Q (1162.460000 sec): 3 clusters
  Score: Raw -976358.550953 + Penalty 2975.525056 = -973383.025897
  nChanged 13
		SP:Iteration 26Q (1162.480000 sec): 3 clusters
  Score: Raw -976367.983057 + Penalty 2975.525056 = -973392.458001
  nChanged 7
		SP:Iteration 27Q (1162.500000 sec): 3 clusters
  Score: Raw -976370.434043 + Penalty 2975.525056 = -973394.908987
  nChanged 4
		SP:Iteration 28Q (1162.520000 sec): 3 clusters
  Score: Raw -976372.433936 + Penalty 2975.525056 = -973396.908880
  nChanged 4
		SP:Iteration 29Q (1162.540000 sec): 3 clusters
  Score: Raw -976376.076256 + Penalty 2975.525056 = -973400.551200
  nChanged 6
		SP:Iteration 30Q (1162.560000 sec): 3 clusters
  Score: Raw -976379.958683 + Penalty 2975.525056 = -973404.433627
  nChanged 4
		SP:Iteration 31Q (1162.580000 sec): 3 clusters
  Score: Raw -976381.700855 + Penalty 2975.525056 = -973406.175799
  nChanged 0
		SP:Iteration 32F (1162.600000 sec): 3 clusters
  Score: Raw -976381.700855 + Penalty 2975.525056 = -973406.175799
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 55 (4453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1162.620000 sec): 2 clusters
  Score: Raw -403870.214381 + Penalty 1365.216662 = -402504.997719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1162.630000 sec): 3 clusters
  Score: Raw -401667.728749 + Penalty 2730.433324 = -398937.295425
  nChanged 1756
		SP:Iteration 1F (1162.640000 sec): 3 clusters
  Score: Raw -403049.378201 + Penalty 2730.433324 = -400318.944876
  nChanged 443
		SP:Iteration 2F (1162.650000 sec): 3 clusters
  Score: Raw -403457.596590 + Penalty 2730.433324 = -400727.163266
  nChanged 363
		SP:Iteration 3F (1162.660000 sec): 3 clusters
  Score: Raw -403872.157096 + Penalty 2730.433324 = -401141.723772
  nChanged 354
		SP:Iteration 4F (1162.680000 sec): 3 clusters
  Score: Raw -404322.212977 + Penalty 2730.433324 = -401591.779653
  nChanged 313
		SP:Iteration 5F (1162.690000 sec): 3 clusters
  Score: Raw -404744.051907 + Penalty 2730.433324 = -402013.618583
  nChanged 240
		SP:Iteration 6F (1162.700000 sec): 3 clusters
  Score: Raw -405012.012209 + Penalty 2730.433324 = -402281.578885
  nChanged 179
		SP:Iteration 7Q (1162.710000 sec): 3 clusters
  Score: Raw -405213.619585 + Penalty 2730.433324 = -402483.186260
  nChanged 143
		SP:Iteration 8Q (1162.720000 sec): 3 clusters
  Score: Raw -405382.497034 + Penalty 2730.433324 = -402652.063710
  nChanged 159
		SP:Iteration 9Q (1162.730000 sec): 3 clusters
  Score: Raw -405585.377068 + Penalty 2730.433324 = -402854.943744
  nChanged 152
		SP:Iteration 10Q (1162.740000 sec): 3 clusters
  Score: Raw -405831.509793 + Penalty 2730.433324 = -403101.076468
  nChanged 155
		SP:Iteration 11Q (1162.750000 sec): 3 clusters
  Score: Raw -406185.277359 + Penalty 2730.433324 = -403454.844035
  nChanged 157
		SP:Iteration 12Q (1162.760000 sec): 3 clusters
  Score: Raw -406531.613427 + Penalty 2730.433324 = -403801.180103
  nChanged 132
		SP:Iteration 13Q (1162.770000 sec): 3 clusters
  Score: Raw -406749.223296 + Penalty 2730.433324 = -404018.789971
  nChanged 103
		SP:Iteration 14Q (1162.780000 sec): 3 clusters
  Score: Raw -406870.328821 + Penalty 2730.433324 = -404139.895497
  nChanged 78
		SP:Iteration 15Q (1162.790000 sec): 3 clusters
  Score: Raw -406977.740456 + Penalty 2730.433324 = -404247.307131
  nChanged 62
		SP:Iteration 16Q (1162.800000 sec): 3 clusters
  Score: Raw -407074.571584 + Penalty 2730.433324 = -404344.138260
  nChanged 62
		SP:Iteration 17Q (1162.800000 sec): 3 clusters
  Score: Raw -407166.639112 + Penalty 2730.433324 = -404436.205788
  nChanged 54
		SP:Iteration 18Q (1162.810000 sec): 3 clusters
  Score: Raw -407247.658715 + Penalty 2730.433324 = -404517.225391
  nChanged 40
		SP:Iteration 19Q (1162.820000 sec): 3 clusters
  Score: Raw -407301.990959 + Penalty 2730.433324 = -404571.557635
  nChanged 15
		SP:Iteration 20F (1162.830000 sec): 3 clusters
  Score: Raw -407314.222960 + Penalty 2730.433324 = -404583.789635
  nChanged 6
		SP:Iteration 21Q (1162.840000 sec): 3 clusters
  Score: Raw -407316.659928 + Penalty 2730.433324 = -404586.226604
  nChanged 0
		SP:Iteration 22F (1162.850000 sec): 3 clusters
  Score: Raw -407316.659928 + Penalty 2730.433324 = -404586.226604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 56 (1405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1162.860000 sec): 2 clusters
  Score: Raw -145857.444306 + Penalty 1177.766295 = -144679.678011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1162.860000 sec): 3 clusters
  Score: Raw -145288.979311 + Penalty 2355.532589 = -142933.446722
  nChanged 461
		SP:Iteration 1F (1162.870000 sec): 3 clusters
  Score: Raw -145580.424194 + Penalty 2355.532589 = -143224.891605
  nChanged 121
		SP:Iteration 2F (1162.870000 sec): 3 clusters
  Score: Raw -145667.513188 + Penalty 2355.532589 = -143311.980598
  nChanged 64
		SP:Iteration 3Q (1162.880000 sec): 3 clusters
  Score: Raw -145713.405445 + Penalty 2355.532589 = -143357.872856
  nChanged 38
		SP:Iteration 4Q (1162.880000 sec): 3 clusters
  Score: Raw -145741.455034 + Penalty 2355.532589 = -143385.922445
  nChanged 24
		SP:Iteration 5Q (1162.880000 sec): 3 clusters
  Score: Raw -145755.999469 + Penalty 2355.532589 = -143400.466880
  nChanged 20
		SP:Iteration 6Q (1162.890000 sec): 3 clusters
  Score: Raw -145769.893234 + Penalty 2355.532589 = -143414.360645
  nChanged 17
		SP:Iteration 7Q (1162.890000 sec): 3 clusters
  Score: Raw -145786.066307 + Penalty 2355.532589 = -143430.533718
  nChanged 12
		SP:Iteration 8Q (1162.890000 sec): 3 clusters
  Score: Raw -145793.703192 + Penalty 2355.532589 = -143438.170603
  nChanged 9
		SP:Iteration 9Q (1162.900000 sec): 3 clusters
  Score: Raw -145799.061565 + Penalty 2355.532589 = -143443.528976
  nChanged 7
		SP:Iteration 10Q (1162.900000 sec): 3 clusters
  Score: Raw -145804.461707 + Penalty 2355.532589 = -143448.929118
  nChanged 11
		SP:Iteration 11Q (1162.900000 sec): 3 clusters
  Score: Raw -145812.928514 + Penalty 2355.532589 = -143457.395925
  nChanged 7
		SP:Iteration 12Q (1162.910000 sec): 3 clusters
  Score: Raw -145817.204733 + Penalty 2355.532589 = -143461.672144
  nChanged 7
		SP:Iteration 13Q (1162.910000 sec): 3 clusters
  Score: Raw -145820.853063 + Penalty 2355.532589 = -143465.320474
  nChanged 3
		SP:Iteration 14Q (1162.920000 sec): 3 clusters
  Score: Raw -145821.950217 + Penalty 2355.532589 = -143466.417628
  nChanged 1
		SP:Iteration 15Q (1162.920000 sec): 3 clusters
  Score: Raw -145823.213731 + Penalty 2355.532589 = -143467.681142
  nChanged 2
		SP:Iteration 16Q (1162.920000 sec): 3 clusters
  Score: Raw -145824.280272 + Penalty 2355.532589 = -143468.747683
  nChanged 0
		SP:Iteration 17F (1162.920000 sec): 3 clusters
  Score: Raw -145824.280272 + Penalty 2355.532589 = -143468.747683
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 57 (3964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1162.940000 sec): 2 clusters
  Score: Raw -306003.636240 + Penalty 1346.313946 = -304657.322295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1162.950000 sec): 3 clusters
  Score: Raw -304210.275852 + Penalty 2692.627891 = -301517.647961
  nChanged 1625
		SP:Iteration 1F (1162.960000 sec): 3 clusters
  Score: Raw -305919.889996 + Penalty 2692.627891 = -303227.262105
  nChanged 466
		SP:Iteration 2F (1162.970000 sec): 3 clusters
  Score: Raw -306463.323379 + Penalty 2692.627891 = -303770.695488
  nChanged 309
		SP:Iteration 3F (1162.980000 sec): 3 clusters
  Score: Raw -306729.808801 + Penalty 2692.627891 = -304037.180910
  nChanged 215
		SP:Iteration 4F (1162.990000 sec): 3 clusters
  Score: Raw -306899.538784 + Penalty 2692.627891 = -304206.910893
  nChanged 152
		SP:Iteration 5Q (1163.000000 sec): 3 clusters
  Score: Raw -306996.635891 + Penalty 2692.627891 = -304304.008000
  nChanged 120
		SP:Iteration 6Q (1163.010000 sec): 3 clusters
  Score: Raw -307069.521248 + Penalty 2692.627891 = -304376.893357
  nChanged 82
		SP:Iteration 7Q (1163.020000 sec): 3 clusters
  Score: Raw -307112.372386 + Penalty 2692.627891 = -304419.744495
  nChanged 65
		SP:Iteration 8Q (1163.030000 sec): 3 clusters
  Score: Raw -307143.754463 + Penalty 2692.627891 = -304451.126572
  nChanged 50
		SP:Iteration 9Q (1163.040000 sec): 3 clusters
  Score: Raw -307172.687834 + Penalty 2692.627891 = -304480.059943
  nChanged 42
		SP:Iteration 10Q (1163.050000 sec): 3 clusters
  Score: Raw -307193.186773 + Penalty 2692.627891 = -304500.558882
  nChanged 31
		SP:Iteration 11Q (1163.060000 sec): 3 clusters
  Score: Raw -307203.320832 + Penalty 2692.627891 = -304510.692941
  nChanged 33
		SP:Iteration 12Q (1163.070000 sec): 3 clusters
  Score: Raw -307212.812868 + Penalty 2692.627891 = -304520.184977
  nChanged 29
		SP:Iteration 13Q (1163.080000 sec): 3 clusters
  Score: Raw -307223.577568 + Penalty 2692.627891 = -304530.949677
  nChanged 29
		SP:Iteration 14Q (1163.080000 sec): 3 clusters
  Score: Raw -307231.637710 + Penalty 2692.627891 = -304539.009819
  nChanged 28
		SP:Iteration 15Q (1163.100000 sec): 3 clusters
  Score: Raw -307240.631005 + Penalty 2692.627891 = -304548.003114
  nChanged 20
		SP:Iteration 16Q (1163.100000 sec): 3 clusters
  Score: Raw -307246.211495 + Penalty 2692.627891 = -304553.583604
  nChanged 20
		SP:Iteration 17Q (1163.120000 sec): 3 clusters
  Score: Raw -307250.475480 + Penalty 2692.627891 = -304557.847589
  nChanged 10
		SP:Iteration 18Q (1163.120000 sec): 3 clusters
  Score: Raw -307252.726529 + Penalty 2692.627891 = -304560.098638
  nChanged 12
		SP:Iteration 19Q (1163.130000 sec): 3 clusters
  Score: Raw -307255.954410 + Penalty 2692.627891 = -304563.326519
  nChanged 9
		SP:Iteration 20F (1163.140000 sec): 3 clusters
  Score: Raw -307258.713737 + Penalty 2692.627891 = -304566.085846
  nChanged 11
		SP:Iteration 21Q (1163.150000 sec): 3 clusters
  Score: Raw -307261.863698 + Penalty 2692.627891 = -304569.235807
  nChanged 8
		SP:Iteration 22Q (1163.160000 sec): 3 clusters
  Score: Raw -307264.307266 + Penalty 2692.627891 = -304571.679375
  nChanged 11
		SP:Iteration 23Q (1163.170000 sec): 3 clusters
  Score: Raw -307267.496660 + Penalty 2692.627891 = -304574.868769
  nChanged 7
		SP:Iteration 24Q (1163.180000 sec): 3 clusters
  Score: Raw -307268.872362 + Penalty 2692.627891 = -304576.244471
  nChanged 8
		SP:Iteration 25Q (1163.190000 sec): 3 clusters
  Score: Raw -307271.336735 + Penalty 2692.627891 = -304578.708844
  nChanged 6
		SP:Iteration 26Q (1163.200000 sec): 3 clusters
  Score: Raw -307272.704210 + Penalty 2692.627891 = -304580.076319
  nChanged 5
		SP:Iteration 27Q (1163.210000 sec): 3 clusters
  Score: Raw -307274.544808 + Penalty 2692.627891 = -304581.916917
  nChanged 11
		SP:Iteration 28Q (1163.220000 sec): 3 clusters
  Score: Raw -307277.977984 + Penalty 2692.627891 = -304585.350093
  nChanged 9
		SP:Iteration 29Q (1163.230000 sec): 3 clusters
  Score: Raw -307279.938938 + Penalty 2692.627891 = -304587.311047
  nChanged 8
		SP:Iteration 30Q (1163.240000 sec): 3 clusters
  Score: Raw -307281.216775 + Penalty 2692.627891 = -304588.588884
  nChanged 7
		SP:Iteration 31Q (1163.250000 sec): 3 clusters
  Score: Raw -307283.179995 + Penalty 2692.627891 = -304590.552104
  nChanged 6
		SP:Iteration 32Q (1163.260000 sec): 3 clusters
  Score: Raw -307284.416854 + Penalty 2692.627891 = -304591.788963
  nChanged 6
		SP:Iteration 33Q (1163.260000 sec): 3 clusters
  Score: Raw -307285.915725 + Penalty 2692.627891 = -304593.287834
  nChanged 4
		SP:Iteration 34Q (1163.280000 sec): 3 clusters
  Score: Raw -307287.024140 + Penalty 2692.627891 = -304594.396249
  nChanged 7
		SP:Iteration 35Q (1163.280000 sec): 3 clusters
  Score: Raw -307289.620955 + Penalty 2692.627891 = -304596.993064
  nChanged 8
		SP:Iteration 36Q (1163.290000 sec): 3 clusters
  Score: Raw -307292.249284 + Penalty 2692.627891 = -304599.621393
  nChanged 12
		SP:Iteration 37Q (1163.300000 sec): 3 clusters
  Score: Raw -307297.619797 + Penalty 2692.627891 = -304604.991906
  nChanged 9
		SP:Iteration 38Q (1163.310000 sec): 3 clusters
  Score: Raw -307301.665147 + Penalty 2692.627891 = -304609.037256
  nChanged 11
		SP:Iteration 39Q (1163.320000 sec): 3 clusters
  Score: Raw -307305.515426 + Penalty 2692.627891 = -304612.887535
  nChanged 12
		SP:Iteration 40F (1163.330000 sec): 3 clusters
  Score: Raw -307310.471281 + Penalty 2692.627891 = -304617.843390
  nChanged 13
		SP:Iteration 41Q (1163.340000 sec): 3 clusters
  Score: Raw -307315.807030 + Penalty 2692.627891 = -304623.179139
  nChanged 13
		SP:Iteration 42Q (1163.350000 sec): 3 clusters
  Score: Raw -307320.076900 + Penalty 2692.627891 = -304627.449009
  nChanged 14
		SP:Iteration 43Q (1163.360000 sec): 3 clusters
  Score: Raw -307324.407071 + Penalty 2692.627891 = -304631.779180
  nChanged 7
		SP:Iteration 44Q (1163.370000 sec): 3 clusters
  Score: Raw -307325.979148 + Penalty 2692.627891 = -304633.351257
  nChanged 4
		SP:Iteration 45Q (1163.380000 sec): 3 clusters
  Score: Raw -307327.165908 + Penalty 2692.627891 = -304634.538017
  nChanged 8
		SP:Iteration 46Q (1163.390000 sec): 3 clusters
  Score: Raw -307329.950550 + Penalty 2692.627891 = -304637.322658
  nChanged 13
		SP:Iteration 47Q (1163.400000 sec): 3 clusters
  Score: Raw -307335.947019 + Penalty 2692.627891 = -304643.319128
  nChanged 17
		SP:Iteration 48Q (1163.400000 sec): 3 clusters
  Score: Raw -307340.550018 + Penalty 2692.627891 = -304647.922127
  nChanged 8
		SP:Iteration 49Q (1163.410000 sec): 3 clusters
  Score: Raw -307341.756381 + Penalty 2692.627891 = -304649.128490
  nChanged 4
		SP:Iteration 50Q (1163.420000 sec): 3 clusters
  Score: Raw -307342.202901 + Penalty 2692.627891 = -304649.575010
  nChanged 3
		SP:Iteration 51Q (1163.430000 sec): 3 clusters
  Score: Raw -307342.775663 + Penalty 2692.627891 = -304650.147772
  nChanged 3
		SP:Iteration 52Q (1163.440000 sec): 3 clusters
  Score: Raw -307343.274189 + Penalty 2692.627891 = -304650.646298
  nChanged 1
		SP:Iteration 53Q (1163.450000 sec): 3 clusters
  Score: Raw -307343.404347 + Penalty 2692.627891 = -304650.776456
  nChanged 0
		SP:Iteration 54F (1163.460000 sec): 3 clusters
  Score: Raw -307343.404347 + Penalty 2692.627891 = -304650.776456
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 58 (3939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1163.470000 sec): 2 clusters
  Score: Raw -376196.522059 + Penalty 1345.285851 = -374851.236208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1163.480000 sec): 3 clusters
  Score: Raw -374240.826890 + Penalty 2690.571703 = -371550.255187
  nChanged 1561
		SP:Iteration 1F (1163.490000 sec): 3 clusters
  Score: Raw -375382.002699 + Penalty 2690.571703 = -372691.430996
  nChanged 441
		SP:Iteration 2F (1163.500000 sec): 3 clusters
  Score: Raw -375940.796824 + Penalty 2690.571703 = -373250.225121
  nChanged 392
		SP:Iteration 3F (1163.510000 sec): 3 clusters
  Score: Raw -376493.748729 + Penalty 2690.571703 = -373803.177026
  nChanged 313
		SP:Iteration 4F (1163.520000 sec): 3 clusters
  Score: Raw -376883.225949 + Penalty 2690.571703 = -374192.654246
  nChanged 214
		SP:Iteration 5F (1163.530000 sec): 3 clusters
  Score: Raw -377115.176919 + Penalty 2690.571703 = -374424.605216
  nChanged 151
		SP:Iteration 6Q (1163.540000 sec): 3 clusters
  Score: Raw -377259.108921 + Penalty 2690.571703 = -374568.537218
  nChanged 102
		SP:Iteration 7Q (1163.550000 sec): 3 clusters
  Score: Raw -377350.408935 + Penalty 2690.571703 = -374659.837232
  nChanged 72
		SP:Iteration 8Q (1163.560000 sec): 3 clusters
  Score: Raw -377396.437648 + Penalty 2690.571703 = -374705.865945
  nChanged 58
		SP:Iteration 9Q (1163.570000 sec): 3 clusters
  Score: Raw -377431.590747 + Penalty 2690.571703 = -374741.019044
  nChanged 32
		SP:Iteration 10Q (1163.580000 sec): 3 clusters
  Score: Raw -377447.604214 + Penalty 2690.571703 = -374757.032511
  nChanged 35
		SP:Iteration 11Q (1163.590000 sec): 3 clusters
  Score: Raw -377467.450494 + Penalty 2690.571703 = -374776.878791
  nChanged 27
		SP:Iteration 12Q (1163.600000 sec): 3 clusters
  Score: Raw -377480.796274 + Penalty 2690.571703 = -374790.224571
  nChanged 28
		SP:Iteration 13Q (1163.610000 sec): 3 clusters
  Score: Raw -377495.086766 + Penalty 2690.571703 = -374804.515063
  nChanged 24
		SP:Iteration 14Q (1163.620000 sec): 3 clusters
  Score: Raw -377503.302174 + Penalty 2690.571703 = -374812.730471
  nChanged 17
		SP:Iteration 15Q (1163.630000 sec): 3 clusters
  Score: Raw -377509.576360 + Penalty 2690.571703 = -374819.004657
  nChanged 23
		SP:Iteration 16Q (1163.640000 sec): 3 clusters
  Score: Raw -377521.435881 + Penalty 2690.571703 = -374830.864178
  nChanged 27
		SP:Iteration 17Q (1163.650000 sec): 3 clusters
  Score: Raw -377533.799144 + Penalty 2690.571703 = -374843.227441
  nChanged 23
		SP:Iteration 18Q (1163.660000 sec): 3 clusters
  Score: Raw -377545.925833 + Penalty 2690.571703 = -374855.354130
  nChanged 28
		SP:Iteration 19Q (1163.660000 sec): 3 clusters
  Score: Raw -377558.895521 + Penalty 2690.571703 = -374868.323818
  nChanged 23
		SP:Iteration 20F (1163.670000 sec): 3 clusters
  Score: Raw -377566.945796 + Penalty 2690.571703 = -374876.374093
  nChanged 11
		SP:Iteration 21Q (1163.680000 sec): 3 clusters
  Score: Raw -377571.577111 + Penalty 2690.571703 = -374881.005408
  nChanged 17
		SP:Iteration 22Q (1163.690000 sec): 3 clusters
  Score: Raw -377577.923271 + Penalty 2690.571703 = -374887.351568
  nChanged 12
		SP:Iteration 23Q (1163.700000 sec): 3 clusters
  Score: Raw -377580.992908 + Penalty 2690.571703 = -374890.421205
  nChanged 7
		SP:Iteration 24Q (1163.710000 sec): 3 clusters
  Score: Raw -377582.607037 + Penalty 2690.571703 = -374892.035334
  nChanged 9
		SP:Iteration 25Q (1163.720000 sec): 3 clusters
  Score: Raw -377585.087030 + Penalty 2690.571703 = -374894.515327
  nChanged 11
		SP:Iteration 26Q (1163.730000 sec): 3 clusters
  Score: Raw -377587.862390 + Penalty 2690.571703 = -374897.290687
  nChanged 8
		SP:Iteration 27Q (1163.740000 sec): 3 clusters
  Score: Raw -377589.789723 + Penalty 2690.571703 = -374899.218020
  nChanged 9
		SP:Iteration 28Q (1163.740000 sec): 3 clusters
  Score: Raw -377593.165882 + Penalty 2690.571703 = -374902.594179
  nChanged 9
		SP:Iteration 29Q (1163.750000 sec): 3 clusters
  Score: Raw -377595.459500 + Penalty 2690.571703 = -374904.887797
  nChanged 7
		SP:Iteration 30Q (1163.760000 sec): 3 clusters
  Score: Raw -377598.537192 + Penalty 2690.571703 = -374907.965489
  nChanged 8
		SP:Iteration 31Q (1163.770000 sec): 3 clusters
  Score: Raw -377600.549536 + Penalty 2690.571703 = -374909.977833
  nChanged 5
		SP:Iteration 32Q (1163.780000 sec): 3 clusters
  Score: Raw -377601.670772 + Penalty 2690.571703 = -374911.099069
  nChanged 4
		SP:Iteration 33Q (1163.790000 sec): 3 clusters
  Score: Raw -377602.623086 + Penalty 2690.571703 = -374912.051383
  nChanged 2
		SP:Iteration 34Q (1163.800000 sec): 3 clusters
  Score: Raw -377603.018307 + Penalty 2690.571703 = -374912.446604
  nChanged 4
		SP:Iteration 35Q (1163.810000 sec): 3 clusters
  Score: Raw -377604.000806 + Penalty 2690.571703 = -374913.429103
  nChanged 3
		SP:Iteration 36Q (1163.820000 sec): 3 clusters
  Score: Raw -377604.576799 + Penalty 2690.571703 = -374914.005096
  nChanged 3
		SP:Iteration 37Q (1163.820000 sec): 3 clusters
  Score: Raw -377605.041829 + Penalty 2690.571703 = -374914.470126
  nChanged 4
		SP:Iteration 38Q (1163.840000 sec): 3 clusters
  Score: Raw -377606.293232 + Penalty 2690.571703 = -374915.721529
  nChanged 5
		SP:Iteration 39Q (1163.840000 sec): 3 clusters
  Score: Raw -377607.390759 + Penalty 2690.571703 = -374916.819056
  nChanged 7
		SP:Iteration 40F (1163.850000 sec): 3 clusters
  Score: Raw -377609.541155 + Penalty 2690.571703 = -374918.969452
  nChanged 7
		SP:Iteration 41Q (1163.860000 sec): 3 clusters
  Score: Raw -377611.740948 + Penalty 2690.571703 = -374921.169245
  nChanged 11
		SP:Iteration 42Q (1163.870000 sec): 3 clusters
  Score: Raw -377615.341690 + Penalty 2690.571703 = -374924.769987
  nChanged 4
		SP:Iteration 43Q (1163.880000 sec): 3 clusters
  Score: Raw -377616.677373 + Penalty 2690.571703 = -374926.105670
  nChanged 4
		SP:Iteration 44Q (1163.890000 sec): 3 clusters
  Score: Raw -377618.007252 + Penalty 2690.571703 = -374927.435549
  nChanged 5
		SP:Iteration 45Q (1163.900000 sec): 3 clusters
  Score: Raw -377619.145295 + Penalty 2690.571703 = -374928.573592
  nChanged 7
		SP:Iteration 46Q (1163.900000 sec): 3 clusters
  Score: Raw -377620.958318 + Penalty 2690.571703 = -374930.386615
  nChanged 2
		SP:Iteration 47Q (1163.920000 sec): 3 clusters
  Score: Raw -377621.299025 + Penalty 2690.571703 = -374930.727322
  nChanged 3
		SP:Iteration 48Q (1163.920000 sec): 3 clusters
  Score: Raw -377622.011412 + Penalty 2690.571703 = -374931.439709
  nChanged 4
		SP:Iteration 49Q (1163.930000 sec): 3 clusters
  Score: Raw -377622.825810 + Penalty 2690.571703 = -374932.254107
  nChanged 3
		SP:Iteration 50Q (1163.940000 sec): 3 clusters
  Score: Raw -377623.631927 + Penalty 2690.571703 = -374933.060224
  nChanged 2
		SP:Iteration 51Q (1163.950000 sec): 3 clusters
  Score: Raw -377623.969066 + Penalty 2690.571703 = -374933.397363
  nChanged 3
		SP:Iteration 52Q (1163.960000 sec): 3 clusters
  Score: Raw -377624.989526 + Penalty 2690.571703 = -374934.417823
  nChanged 0
		SP:Iteration 53F (1163.970000 sec): 3 clusters
  Score: Raw -377624.989526 + Penalty 2690.571703 = -374934.417823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 59 (2414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1163.980000 sec): 2 clusters
  Score: Raw -256814.391919 + Penalty 1265.719065 = -255548.672853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1163.990000 sec): 3 clusters
  Score: Raw -255721.634552 + Penalty 2531.438131 = -253190.196421
  nChanged 883
		SP:Iteration 1F (1164.000000 sec): 3 clusters
  Score: Raw -256231.080892 + Penalty 2531.438131 = -253699.642761
  nChanged 167
		SP:Iteration 2F (1164.000000 sec): 3 clusters
  Score: Raw -256335.827125 + Penalty 2531.438131 = -253804.388995
  nChanged 115
		SP:Iteration 3Q (1164.010000 sec): 3 clusters
  Score: Raw -256409.649154 + Penalty 2531.438131 = -253878.211023
  nChanged 96
		SP:Iteration 4Q (1164.010000 sec): 3 clusters
  Score: Raw -256471.468934 + Penalty 2531.438131 = -253940.030803
  nChanged 75
		SP:Iteration 5Q (1164.020000 sec): 3 clusters
  Score: Raw -256514.961120 + Penalty 2531.438131 = -253983.522990
  nChanged 74
		SP:Iteration 6Q (1164.020000 sec): 3 clusters
  Score: Raw -256562.330707 + Penalty 2531.438131 = -254030.892577
  nChanged 61
		SP:Iteration 7Q (1164.030000 sec): 3 clusters
  Score: Raw -256598.628669 + Penalty 2531.438131 = -254067.190538
  nChanged 57
		SP:Iteration 8Q (1164.040000 sec): 3 clusters
  Score: Raw -256631.339327 + Penalty 2531.438131 = -254099.901196
  nChanged 51
		SP:Iteration 9Q (1164.040000 sec): 3 clusters
  Score: Raw -256665.611340 + Penalty 2531.438131 = -254134.173210
  nChanged 57
		SP:Iteration 10Q (1164.050000 sec): 3 clusters
  Score: Raw -256707.909913 + Penalty 2531.438131 = -254176.471783
  nChanged 63
		SP:Iteration 11Q (1164.060000 sec): 3 clusters
  Score: Raw -256749.945776 + Penalty 2531.438131 = -254218.507646
  nChanged 56
		SP:Iteration 12Q (1164.060000 sec): 3 clusters
  Score: Raw -256785.534458 + Penalty 2531.438131 = -254254.096328
  nChanged 44
		SP:Iteration 13Q (1164.070000 sec): 3 clusters
  Score: Raw -256818.814625 + Penalty 2531.438131 = -254287.376495
  nChanged 35
		SP:Iteration 14Q (1164.070000 sec): 3 clusters
  Score: Raw -256840.870666 + Penalty 2531.438131 = -254309.432535
  nChanged 38
		SP:Iteration 15Q (1164.080000 sec): 3 clusters
  Score: Raw -256871.070710 + Penalty 2531.438131 = -254339.632580
  nChanged 32
		SP:Iteration 16Q (1164.080000 sec): 3 clusters
  Score: Raw -256892.215416 + Penalty 2531.438131 = -254360.777285
  nChanged 19
		SP:Iteration 17Q (1164.090000 sec): 3 clusters
  Score: Raw -256907.762902 + Penalty 2531.438131 = -254376.324772
  nChanged 15
		SP:Iteration 18Q (1164.100000 sec): 3 clusters
  Score: Raw -256915.262441 + Penalty 2531.438131 = -254383.824310
  nChanged 13
		SP:Iteration 19Q (1164.100000 sec): 3 clusters
  Score: Raw -256922.257488 + Penalty 2531.438131 = -254390.819357
  nChanged 10
		SP:Iteration 20F (1164.110000 sec): 3 clusters
  Score: Raw -256928.680536 + Penalty 2531.438131 = -254397.242406
  nChanged 11
		SP:Iteration 21Q (1164.120000 sec): 3 clusters
  Score: Raw -256935.638264 + Penalty 2531.438131 = -254404.200133
  nChanged 13
		SP:Iteration 22Q (1164.120000 sec): 3 clusters
  Score: Raw -256945.272077 + Penalty 2531.438131 = -254413.833946
  nChanged 9
		SP:Iteration 23Q (1164.120000 sec): 3 clusters
  Score: Raw -256950.913057 + Penalty 2531.438131 = -254419.474926
  nChanged 7
		SP:Iteration 24Q (1164.130000 sec): 3 clusters
  Score: Raw -256955.610650 + Penalty 2531.438131 = -254424.172519
  nChanged 6
		SP:Iteration 25Q (1164.140000 sec): 3 clusters
  Score: Raw -256960.463524 + Penalty 2531.438131 = -254429.025394
  nChanged 3
		SP:Iteration 26Q (1164.140000 sec): 3 clusters
  Score: Raw -256961.907263 + Penalty 2531.438131 = -254430.469132
  nChanged 2
		SP:Iteration 27Q (1164.150000 sec): 3 clusters
  Score: Raw -256962.917153 + Penalty 2531.438131 = -254431.479022
  nChanged 1
		SP:Iteration 28Q (1164.160000 sec): 3 clusters
  Score: Raw -256963.694450 + Penalty 2531.438131 = -254432.256319
  nChanged 1
		SP:Iteration 29Q (1164.160000 sec): 3 clusters
  Score: Raw -256964.505138 + Penalty 2531.438131 = -254433.067008
  nChanged 1
		SP:Iteration 30Q (1164.170000 sec): 3 clusters
  Score: Raw -256964.821621 + Penalty 2531.438131 = -254433.383490
  nChanged 1
		SP:Iteration 31Q (1164.170000 sec): 3 clusters
  Score: Raw -256965.206785 + Penalty 2531.438131 = -254433.768655
  nChanged 1
		SP:Iteration 32Q (1164.180000 sec): 3 clusters
  Score: Raw -256965.565103 + Penalty 2531.438131 = -254434.126972
  nChanged 0
		SP:Iteration 33F (1164.180000 sec): 3 clusters
  Score: Raw -256965.565103 + Penalty 2531.438131 = -254434.126972
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 60 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1164.200000 sec): 2 clusters
  Score: Raw -314920.717294 + Penalty 1326.037780 = -313594.679514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1164.210000 sec): 3 clusters
  Score: Raw -313272.718888 + Penalty 2652.075560 = -310620.643328
  nChanged 1411
		SP:Iteration 1F (1164.220000 sec): 3 clusters
  Score: Raw -314346.463445 + Penalty 2652.075560 = -311694.387885
  nChanged 400
		SP:Iteration 2F (1164.220000 sec): 3 clusters
  Score: Raw -314846.103827 + Penalty 2652.075560 = -312194.028267
  nChanged 304
		SP:Iteration 3F (1164.240000 sec): 3 clusters
  Score: Raw -315222.163790 + Penalty 2652.075560 = -312570.088230
  nChanged 219
		SP:Iteration 4F (1164.240000 sec): 3 clusters
  Score: Raw -315438.342098 + Penalty 2652.075560 = -312786.266538
  nChanged 151
		SP:Iteration 5Q (1164.250000 sec): 3 clusters
  Score: Raw -315604.336034 + Penalty 2652.075560 = -312952.260474
  nChanged 135
		SP:Iteration 6Q (1164.260000 sec): 3 clusters
  Score: Raw -315728.955343 + Penalty 2652.075560 = -313076.879783
  nChanged 101
		SP:Iteration 7Q (1164.270000 sec): 3 clusters
  Score: Raw -315806.862365 + Penalty 2652.075560 = -313154.786805
  nChanged 67
		SP:Iteration 8Q (1164.280000 sec): 3 clusters
  Score: Raw -315849.009414 + Penalty 2652.075560 = -313196.933854
  nChanged 49
		SP:Iteration 9Q (1164.290000 sec): 3 clusters
  Score: Raw -315882.766972 + Penalty 2652.075560 = -313230.691412
  nChanged 48
		SP:Iteration 10Q (1164.300000 sec): 3 clusters
  Score: Raw -315915.426518 + Penalty 2652.075560 = -313263.350958
  nChanged 46
		SP:Iteration 11Q (1164.300000 sec): 3 clusters
  Score: Raw -315937.192253 + Penalty 2652.075560 = -313285.116693
  nChanged 27
		SP:Iteration 12Q (1164.320000 sec): 3 clusters
  Score: Raw -315950.899192 + Penalty 2652.075560 = -313298.823632
  nChanged 27
		SP:Iteration 13Q (1164.320000 sec): 3 clusters
  Score: Raw -315966.287542 + Penalty 2652.075560 = -313314.211982
  nChanged 28
		SP:Iteration 14Q (1164.330000 sec): 3 clusters
  Score: Raw -315983.999637 + Penalty 2652.075560 = -313331.924076
  nChanged 25
		SP:Iteration 15Q (1164.340000 sec): 3 clusters
  Score: Raw -315999.427909 + Penalty 2652.075560 = -313347.352349
  nChanged 26
		SP:Iteration 16Q (1164.350000 sec): 3 clusters
  Score: Raw -316009.864372 + Penalty 2652.075560 = -313357.788812
  nChanged 19
		SP:Iteration 17Q (1164.360000 sec): 3 clusters
  Score: Raw -316019.721242 + Penalty 2652.075560 = -313367.645682
  nChanged 18
		SP:Iteration 18Q (1164.370000 sec): 3 clusters
  Score: Raw -316029.537057 + Penalty 2652.075560 = -313377.461497
  nChanged 23
		SP:Iteration 19Q (1164.380000 sec): 3 clusters
  Score: Raw -316039.107942 + Penalty 2652.075560 = -313387.032382
  nChanged 19
		SP:Iteration 20F (1164.390000 sec): 3 clusters
  Score: Raw -316045.340355 + Penalty 2652.075560 = -313393.264795
  nChanged 15
		SP:Iteration 21Q (1164.400000 sec): 3 clusters
  Score: Raw -316049.979773 + Penalty 2652.075560 = -313397.904213
  nChanged 8
		SP:Iteration 22Q (1164.400000 sec): 3 clusters
  Score: Raw -316053.197474 + Penalty 2652.075560 = -313401.121914
  nChanged 7
		SP:Iteration 23Q (1164.410000 sec): 3 clusters
  Score: Raw -316055.614628 + Penalty 2652.075560 = -313403.539068
  nChanged 4
		SP:Iteration 24Q (1164.420000 sec): 3 clusters
  Score: Raw -316056.399697 + Penalty 2652.075560 = -313404.324137
  nChanged 4
		SP:Iteration 25Q (1164.430000 sec): 3 clusters
  Score: Raw -316057.659380 + Penalty 2652.075560 = -313405.583820
  nChanged 2
		SP:Iteration 26Q (1164.440000 sec): 3 clusters
  Score: Raw -316058.633576 + Penalty 2652.075560 = -313406.558016
  nChanged 1
		SP:Iteration 27Q (1164.450000 sec): 3 clusters
  Score: Raw -316059.030761 + Penalty 2652.075560 = -313406.955201
  nChanged 2
		SP:Iteration 28Q (1164.460000 sec): 3 clusters
  Score: Raw -316059.510349 + Penalty 2652.075560 = -313407.434789
  nChanged 0
		SP:Iteration 29F (1164.470000 sec): 3 clusters
  Score: Raw -316059.510349 + Penalty 2652.075560 = -313407.434789
  nChanged 0
Iteration 99Q (1177.660000 sec): 85 clusters
  Score: Raw -91975354.312143 + Penalty 187977.210825 = -91787377.101318
  nChanged 10280
Deleting Class 20 (104 points): Lose 2056.411081 but Gain 2237.823938
Iteration 100F (1247.930000 sec): 84 clusters
  Score: Raw -92047603.100776 + Penalty 185739.386886 = -91861863.713889
  nChanged 10987
Iteration 101Q (1255.260000 sec): 84 clusters
  Score: Raw -92133933.877215 + Penalty 185739.386886 = -91948194.490328
  nChanged 5496
Iteration 102Q (1262.160000 sec): 84 clusters
  Score: Raw -92136654.497260 + Penalty 185739.386886 = -91950915.110374
  nChanged 3911
Iteration 103Q (1269.010000 sec): 84 clusters
  Score: Raw -92138415.365564 + Penalty 185739.386886 = -91952675.978678
  nChanged 3067
Iteration 104Q (1275.820000 sec): 84 clusters
  Score: Raw -92139805.646469 + Penalty 185739.386886 = -91954066.259582
  nChanged 2471
Iteration 105Q (1282.540000 sec): 84 clusters
  Score: Raw -92141316.528674 + Penalty 185739.386886 = -91955577.141787
  nChanged 2120
Iteration 106Q (1289.210000 sec): 84 clusters
  Score: Raw -92142722.948840 + Penalty 185739.386886 = -91956983.561954
  nChanged 1784
Iteration 107Q (1295.870000 sec): 84 clusters
  Score: Raw -92143822.313365 + Penalty 185739.386886 = -91958082.926478
  nChanged 1423
Iteration 108Q (1302.490000 sec): 84 clusters
  Score: Raw -92144165.257807 + Penalty 185739.386886 = -91958425.870921
  nChanged 1216
Iteration 109Q (1309.060000 sec): 84 clusters
  Score: Raw -92144394.488741 + Penalty 185739.386886 = -91958655.101855
  nChanged 1073
Iteration 110Q (1315.590000 sec): 84 clusters
  Score: Raw -92144585.618567 + Penalty 185739.386886 = -91958846.231680
  nChanged 896
Iteration 111Q (1322.150000 sec): 84 clusters
  Score: Raw -92144763.113858 + Penalty 185739.386886 = -91959023.726972
  nChanged 814
Iteration 112Q (1328.700000 sec): 84 clusters
  Score: Raw -92144919.166503 + Penalty 185739.386886 = -91959179.779617
  nChanged 759
Iteration 113Q (1335.220000 sec): 84 clusters
  Score: Raw -92145059.970294 + Penalty 185739.386886 = -91959320.583408
  nChanged 677
Iteration 114Q (1341.710000 sec): 84 clusters
  Score: Raw -92145184.836960 + Penalty 185739.386886 = -91959445.450074
  nChanged 668
Iteration 115Q (1348.210000 sec): 84 clusters
  Score: Raw -92145316.127142 + Penalty 185739.386886 = -91959576.740255
  nChanged 578
Iteration 116Q (1354.700000 sec): 84 clusters
  Score: Raw -92145416.793011 + Penalty 185739.386886 = -91959677.406125
  nChanged 509
Iteration 117Q (1361.170000 sec): 84 clusters
  Score: Raw -92145507.219134 + Penalty 185739.386886 = -91959767.832248
  nChanged 485
Iteration 118Q (1367.700000 sec): 84 clusters
  Score: Raw -92145601.403067 + Penalty 185739.386886 = -91959862.016181
  nChanged 472
Iteration 119Q (1374.120000 sec): 84 clusters
  Score: Raw -92145697.116204 + Penalty 185739.386886 = -91959957.729318
  nChanged 472
Iteration 120F (1443.610000 sec): 84 clusters
  Score: Raw -92147307.898915 + Penalty 185739.386886 = -91961568.512028
  nChanged 568
Iteration 121Q (1450.260000 sec): 84 clusters
  Score: Raw -92147564.572708 + Penalty 185739.386886 = -91961825.185821
  nChanged 622
Iteration 122Q (1456.930000 sec): 84 clusters
  Score: Raw -92147741.295988 + Penalty 185739.386886 = -91962001.909102
  nChanged 658
Iteration 123Q (1463.620000 sec): 84 clusters
  Score: Raw -92147896.443206 + Penalty 185739.386886 = -91962157.056319
  nChanged 658
Iteration 124Q (1470.300000 sec): 84 clusters
  Score: Raw -92148053.349660 + Penalty 185739.386886 = -91962313.962773
  nChanged 614
Iteration 125Q (1476.970000 sec): 84 clusters
  Score: Raw -92148210.962881 + Penalty 185739.386886 = -91962471.575995
  nChanged 630
Iteration 126Q (1483.710000 sec): 84 clusters
  Score: Raw -92148353.900485 + Penalty 185739.386886 = -91962614.513599
  nChanged 633
Iteration 127Q (1490.450000 sec): 84 clusters
  Score: Raw -92148499.391619 + Penalty 185739.386886 = -91962760.004733
  nChanged 626
Iteration 128Q (1497.120000 sec): 84 clusters
  Score: Raw -92148646.616064 + Penalty 185739.386886 = -91962907.229178
  nChanged 595
Iteration 129Q (1503.720000 sec): 84 clusters
  Score: Raw -92148784.766487 + Penalty 185739.386886 = -91963045.379600
  nChanged 576
Iteration 130Q (1510.310000 sec): 84 clusters
  Score: Raw -92148908.522355 + Penalty 185739.386886 = -91963169.135468
  nChanged 564
Iteration 131Q (1516.930000 sec): 84 clusters
  Score: Raw -92149030.620779 + Penalty 185739.386886 = -91963291.233892
  nChanged 507
Iteration 132Q (1523.500000 sec): 84 clusters
  Score: Raw -92149139.583380 + Penalty 185739.386886 = -91963400.196493
  nChanged 492
Iteration 133Q (1530.060000 sec): 84 clusters
  Score: Raw -92149241.084830 + Penalty 185739.386886 = -91963501.697944
  nChanged 445
Iteration 134Q (1536.590000 sec): 84 clusters
  Score: Raw -92149327.342750 + Penalty 185739.386886 = -91963587.955863
  nChanged 431
Iteration 135Q (1543.130000 sec): 84 clusters
  Score: Raw -92149407.646281 + Penalty 185739.386886 = -91963668.259395
  nChanged 382
Iteration 136Q (1549.640000 sec): 84 clusters
  Score: Raw -92149482.363807 + Penalty 185739.386886 = -91963742.976921
  nChanged 358
Iteration 137Q (1556.150000 sec): 84 clusters
  Score: Raw -92149549.135824 + Penalty 185739.386886 = -91963809.748938
  nChanged 343
Iteration 138Q (1562.680000 sec): 84 clusters
  Score: Raw -92149608.244119 + Penalty 185739.386886 = -91963868.857233
  nChanged 312
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92149608.244119 + Penalty 185739.386886 = -91963868.857233
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1562.820000 sec): 2 clusters
  Score: Raw -164622.108084 + Penalty 1205.454384 = -163416.653701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1562.820000 sec): 3 clusters
  Score: Raw -163970.522933 + Penalty 2410.908767 = -161559.614166
  nChanged 563
		SP:Iteration 1F (1562.820000 sec): 3 clusters
  Score: Raw -164357.473169 + Penalty 2410.908767 = -161946.564402
  nChanged 120
		SP:Iteration 2F (1562.830000 sec): 3 clusters
  Score: Raw -164453.381318 + Penalty 2410.908767 = -162042.472551
  nChanged 97
		SP:Iteration 3F (1562.840000 sec): 3 clusters
  Score: Raw -164536.593321 + Penalty 2410.908767 = -162125.684554
  nChanged 64
		SP:Iteration 4Q (1562.840000 sec): 3 clusters
  Score: Raw -164587.466877 + Penalty 2410.908767 = -162176.558110
  nChanged 57
		SP:Iteration 5Q (1562.840000 sec): 3 clusters
  Score: Raw -164629.811114 + Penalty 2410.908767 = -162218.902347
  nChanged 43
		SP:Iteration 6Q (1562.850000 sec): 3 clusters
  Score: Raw -164663.041962 + Penalty 2410.908767 = -162252.133194
  nChanged 39
		SP:Iteration 7Q (1562.850000 sec): 3 clusters
  Score: Raw -164689.318040 + Penalty 2410.908767 = -162278.409273
  nChanged 39
		SP:Iteration 8Q (1562.860000 sec): 3 clusters
  Score: Raw -164714.261870 + Penalty 2410.908767 = -162303.353103
  nChanged 31
		SP:Iteration 9Q (1562.860000 sec): 3 clusters
  Score: Raw -164741.372197 + Penalty 2410.908767 = -162330.463430
  nChanged 29
		SP:Iteration 10Q (1562.860000 sec): 3 clusters
  Score: Raw -164761.623644 + Penalty 2410.908767 = -162350.714877
  nChanged 24
		SP:Iteration 11Q (1562.870000 sec): 3 clusters
  Score: Raw -164781.776942 + Penalty 2410.908767 = -162370.868174
  nChanged 22
		SP:Iteration 12Q (1562.870000 sec): 3 clusters
  Score: Raw -164799.983477 + Penalty 2410.908767 = -162389.074710
  nChanged 18
		SP:Iteration 13Q (1562.880000 sec): 3 clusters
  Score: Raw -164815.139978 + Penalty 2410.908767 = -162404.231211
  nChanged 15
		SP:Iteration 14Q (1562.880000 sec): 3 clusters
  Score: Raw -164824.736527 + Penalty 2410.908767 = -162413.827760
  nChanged 17
		SP:Iteration 15Q (1562.880000 sec): 3 clusters
  Score: Raw -164836.505808 + Penalty 2410.908767 = -162425.597040
  nChanged 14
		SP:Iteration 16Q (1562.890000 sec): 3 clusters
  Score: Raw -164847.838640 + Penalty 2410.908767 = -162436.929872
  nChanged 17
		SP:Iteration 17Q (1562.890000 sec): 3 clusters
  Score: Raw -164861.325808 + Penalty 2410.908767 = -162450.417040
  nChanged 12
		SP:Iteration 18Q (1562.900000 sec): 3 clusters
  Score: Raw -164869.960185 + Penalty 2410.908767 = -162459.051417
  nChanged 8
		SP:Iteration 19Q (1562.900000 sec): 3 clusters
  Score: Raw -164877.256873 + Penalty 2410.908767 = -162466.348106
  nChanged 8
		SP:Iteration 20F (1562.900000 sec): 3 clusters
  Score: Raw -164883.315818 + Penalty 2410.908767 = -162472.407051
  nChanged 5
		SP:Iteration 21Q (1562.910000 sec): 3 clusters
  Score: Raw -164888.292942 + Penalty 2410.908767 = -162477.384174
  nChanged 4
		SP:Iteration 22Q (1562.910000 sec): 3 clusters
  Score: Raw -164892.237383 + Penalty 2410.908767 = -162481.328616
  nChanged 6
		SP:Iteration 23Q (1562.920000 sec): 3 clusters
  Score: Raw -164896.666917 + Penalty 2410.908767 = -162485.758150
  nChanged 4
		SP:Iteration 24Q (1562.920000 sec): 3 clusters
  Score: Raw -164899.204724 + Penalty 2410.908767 = -162488.295957
  nChanged 5
		SP:Iteration 25Q (1562.920000 sec): 3 clusters
  Score: Raw -164903.795444 + Penalty 2410.908767 = -162492.886677
  nChanged 3
		SP:Iteration 26Q (1562.930000 sec): 3 clusters
  Score: Raw -164906.616302 + Penalty 2410.908767 = -162495.707535
  nChanged 4
		SP:Iteration 27Q (1562.930000 sec): 3 clusters
  Score: Raw -164910.584155 + Penalty 2410.908767 = -162499.675387
  nChanged 4
		SP:Iteration 28Q (1562.940000 sec): 3 clusters
  Score: Raw -164913.729749 + Penalty 2410.908767 = -162502.820981
  nChanged 4
		SP:Iteration 29Q (1562.940000 sec): 3 clusters
  Score: Raw -164916.713012 + Penalty 2410.908767 = -162505.804244
  nChanged 2
		SP:Iteration 30Q (1562.940000 sec): 3 clusters
  Score: Raw -164918.738765 + Penalty 2410.908767 = -162507.829997
  nChanged 6
		SP:Iteration 31Q (1562.950000 sec): 3 clusters
  Score: Raw -164925.442853 + Penalty 2410.908767 = -162514.534086
  nChanged 4
		SP:Iteration 32Q (1562.950000 sec): 3 clusters
  Score: Raw -164928.896428 + Penalty 2410.908767 = -162517.987660
  nChanged 5
		SP:Iteration 33Q (1562.960000 sec): 3 clusters
  Score: Raw -164934.083544 + Penalty 2410.908767 = -162523.174777
  nChanged 2
		SP:Iteration 34Q (1562.960000 sec): 3 clusters
  Score: Raw -164935.454521 + Penalty 2410.908767 = -162524.545753
  nChanged 3
		SP:Iteration 35Q (1562.960000 sec): 3 clusters
  Score: Raw -164937.907135 + Penalty 2410.908767 = -162526.998367
  nChanged 6
		SP:Iteration 36Q (1562.970000 sec): 3 clusters
  Score: Raw -164943.254282 + Penalty 2410.908767 = -162532.345514
  nChanged 3
		SP:Iteration 37Q (1562.970000 sec): 3 clusters
  Score: Raw -164945.216607 + Penalty 2410.908767 = -162534.307840
  nChanged 2
		SP:Iteration 38Q (1562.980000 sec): 3 clusters
  Score: Raw -164946.888677 + Penalty 2410.908767 = -162535.979910
  nChanged 0
		SP:Iteration 39F (1562.980000 sec): 3 clusters
  Score: Raw -164946.888677 + Penalty 2410.908767 = -162535.979910
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 2 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1562.990000 sec): 2 clusters
  Score: Raw -153392.528879 + Penalty 1194.250009 = -152198.278870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1563.000000 sec): 3 clusters
  Score: Raw -152776.288822 + Penalty 2388.500018 = -150387.788804
  nChanged 501
		SP:Iteration 1F (1563.000000 sec): 3 clusters
  Score: Raw -153159.240267 + Penalty 2388.500018 = -150770.740249
  nChanged 117
		SP:Iteration 2F (1563.000000 sec): 3 clusters
  Score: Raw -153269.450395 + Penalty 2388.500018 = -150880.950377
  nChanged 76
		SP:Iteration 3Q (1563.010000 sec): 3 clusters
  Score: Raw -153351.795643 + Penalty 2388.500018 = -150963.295625
  nChanged 54
		SP:Iteration 4Q (1563.010000 sec): 3 clusters
  Score: Raw -153395.076865 + Penalty 2388.500018 = -151006.576847
  nChanged 35
		SP:Iteration 5Q (1563.020000 sec): 3 clusters
  Score: Raw -153420.666367 + Penalty 2388.500018 = -151032.166349
  nChanged 33
		SP:Iteration 6Q (1563.020000 sec): 3 clusters
  Score: Raw -153445.032727 + Penalty 2388.500018 = -151056.532709
  nChanged 35
		SP:Iteration 7Q (1563.020000 sec): 3 clusters
  Score: Raw -153473.586334 + Penalty 2388.500018 = -151085.086316
  nChanged 27
		SP:Iteration 8Q (1563.030000 sec): 3 clusters
  Score: Raw -153492.681330 + Penalty 2388.500018 = -151104.181312
  nChanged 13
		SP:Iteration 9Q (1563.030000 sec): 3 clusters
  Score: Raw -153505.328634 + Penalty 2388.500018 = -151116.828616
  nChanged 16
		SP:Iteration 10Q (1563.040000 sec): 3 clusters
  Score: Raw -153515.522632 + Penalty 2388.500018 = -151127.022614
  nChanged 17
		SP:Iteration 11Q (1563.040000 sec): 3 clusters
  Score: Raw -153531.008709 + Penalty 2388.500018 = -151142.508691
  nChanged 14
		SP:Iteration 12Q (1563.040000 sec): 3 clusters
  Score: Raw -153542.390452 + Penalty 2388.500018 = -151153.890434
  nChanged 20
		SP:Iteration 13Q (1563.050000 sec): 3 clusters
  Score: Raw -153555.376856 + Penalty 2388.500018 = -151166.876838
  nChanged 16
		SP:Iteration 14Q (1563.050000 sec): 3 clusters
  Score: Raw -153568.940272 + Penalty 2388.500018 = -151180.440254
  nChanged 14
		SP:Iteration 15Q (1563.060000 sec): 3 clusters
  Score: Raw -153582.687870 + Penalty 2388.500018 = -151194.187852
  nChanged 16
		SP:Iteration 16Q (1563.060000 sec): 3 clusters
  Score: Raw -153593.449539 + Penalty 2388.500018 = -151204.949521
  nChanged 13
		SP:Iteration 17Q (1563.060000 sec): 3 clusters
  Score: Raw -153604.151837 + Penalty 2388.500018 = -151215.651819
  nChanged 15
		SP:Iteration 18Q (1563.060000 sec): 3 clusters
  Score: Raw -153614.385231 + Penalty 2388.500018 = -151225.885213
  nChanged 10
		SP:Iteration 19Q (1563.070000 sec): 3 clusters
  Score: Raw -153619.111566 + Penalty 2388.500018 = -151230.611548
  nChanged 5
		SP:Iteration 20F (1563.070000 sec): 3 clusters
  Score: Raw -153621.508199 + Penalty 2388.500018 = -151233.008181
  nChanged 1
		SP:Iteration 21Q (1563.080000 sec): 3 clusters
  Score: Raw -153622.045471 + Penalty 2388.500018 = -151233.545453
  nChanged 1
		SP:Iteration 22Q (1563.080000 sec): 3 clusters
  Score: Raw -153622.431490 + Penalty 2388.500018 = -151233.931472
  nChanged 2
		SP:Iteration 23Q (1563.080000 sec): 3 clusters
  Score: Raw -153624.011594 + Penalty 2388.500018 = -151235.511576
  nChanged 4
		SP:Iteration 24Q (1563.090000 sec): 3 clusters
  Score: Raw -153626.022864 + Penalty 2388.500018 = -151237.522846
  nChanged 3
		SP:Iteration 25Q (1563.090000 sec): 3 clusters
  Score: Raw -153627.998207 + Penalty 2388.500018 = -151239.498189
  nChanged 1
		SP:Iteration 26Q (1563.100000 sec): 3 clusters
  Score: Raw -153628.324330 + Penalty 2388.500018 = -151239.824312
  nChanged 1
		SP:Iteration 27Q (1563.100000 sec): 3 clusters
  Score: Raw -153628.643801 + Penalty 2388.500018 = -151240.143783
  nChanged 0
		SP:Iteration 28F (1563.100000 sec): 3 clusters
  Score: Raw -153628.643801 + Penalty 2388.500018 = -151240.143783
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 3 (55486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1563.300000 sec): 2 clusters
  Score: Raw -5599495.590374 + Penalty 1775.131478 = -5597720.458897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1563.460000 sec): 3 clusters
  Score: Raw -5564246.795463 + Penalty 3550.262955 = -5560696.532508
  nChanged 26014
		SP:Iteration 1F (1563.610000 sec): 3 clusters
  Score: Raw -5578888.252346 + Penalty 3550.262955 = -5575337.989391
  nChanged 2154
		SP:Iteration 2Q (1563.770000 sec): 3 clusters
  Score: Raw -5579545.157553 + Penalty 3550.262955 = -5575994.894598
  nChanged 2246
		SP:Iteration 3Q (1563.920000 sec): 3 clusters
  Score: Raw -5580364.746408 + Penalty 3550.262955 = -5576814.483453
  nChanged 2451
		SP:Iteration 4Q (1564.080000 sec): 3 clusters
  Score: Raw -5581427.424339 + Penalty 3550.262955 = -5577877.161384
  nChanged 2628
		SP:Iteration 5Q (1564.240000 sec): 3 clusters
  Score: Raw -5582737.287790 + Penalty 3550.262955 = -5579187.024835
  nChanged 2897
		SP:Iteration 6F (1564.390000 sec): 3 clusters
  Score: Raw -5584536.968286 + Penalty 3550.262955 = -5580986.705331
  nChanged 3203
		SP:Iteration 7F (1564.540000 sec): 3 clusters
  Score: Raw -5586805.376393 + Penalty 3550.262955 = -5583255.113438
  nChanged 3468
		SP:Iteration 8F (1564.690000 sec): 3 clusters
  Score: Raw -5589585.729072 + Penalty 3550.262955 = -5586035.466117
  nChanged 3481
		SP:Iteration 9F (1564.850000 sec): 3 clusters
  Score: Raw -5592556.305187 + Penalty 3550.262955 = -5589006.042232
  nChanged 3030
		SP:Iteration 10F (1565.000000 sec): 3 clusters
  Score: Raw -5595229.087142 + Penalty 3550.262955 = -5591678.824187
  nChanged 2300
		SP:Iteration 11Q (1565.140000 sec): 3 clusters
  Score: Raw -5597167.513357 + Penalty 3550.262955 = -5593617.250401
  nChanged 1528
		SP:Iteration 12Q (1565.270000 sec): 3 clusters
  Score: Raw -5598345.948218 + Penalty 3550.262955 = -5594795.685263
  nChanged 947
		SP:Iteration 13Q (1565.400000 sec): 3 clusters
  Score: Raw -5599004.275706 + Penalty 3550.262955 = -5595454.012751
  nChanged 561
		SP:Iteration 14Q (1565.520000 sec): 3 clusters
  Score: Raw -5599339.555938 + Penalty 3550.262955 = -5595789.292983
  nChanged 370
		SP:Iteration 15Q (1565.640000 sec): 3 clusters
  Score: Raw -5599545.012734 + Penalty 3550.262955 = -5595994.749779
  nChanged 252
		SP:Iteration 16Q (1565.760000 sec): 3 clusters
  Score: Raw -5599666.310824 + Penalty 3550.262955 = -5596116.047868
  nChanged 191
		SP:Iteration 17Q (1565.880000 sec): 3 clusters
  Score: Raw -5599749.348129 + Penalty 3550.262955 = -5596199.085173
  nChanged 136
		SP:Iteration 18Q (1565.990000 sec): 3 clusters
  Score: Raw -5599802.319209 + Penalty 3550.262955 = -5596252.056254
  nChanged 120
		SP:Iteration 19Q (1566.110000 sec): 3 clusters
  Score: Raw -5599850.506135 + Penalty 3550.262955 = -5596300.243180
  nChanged 96
		SP:Iteration 20F (1566.270000 sec): 3 clusters
  Score: Raw -5599886.687786 + Penalty 3550.262955 = -5596336.424831
  nChanged 79
		SP:Iteration 21Q (1566.400000 sec): 3 clusters
  Score: Raw -5599914.617439 + Penalty 3550.262955 = -5596364.354484
  nChanged 56
		SP:Iteration 22Q (1566.520000 sec): 3 clusters
  Score: Raw -5599931.617579 + Penalty 3550.262955 = -5596381.354624
  nChanged 44
		SP:Iteration 23Q (1566.630000 sec): 3 clusters
  Score: Raw -5599945.124318 + Penalty 3550.262955 = -5596394.861363
  nChanged 36
		SP:Iteration 24Q (1566.750000 sec): 3 clusters
  Score: Raw -5599955.772617 + Penalty 3550.262955 = -5596405.509662
  nChanged 27
		SP:Iteration 25Q (1566.860000 sec): 3 clusters
  Score: Raw -5599962.888798 + Penalty 3550.262955 = -5596412.625843
  nChanged 15
		SP:Iteration 26Q (1566.990000 sec): 3 clusters
  Score: Raw -5599967.536003 + Penalty 3550.262955 = -5596417.273048
  nChanged 12
		SP:Iteration 27Q (1567.100000 sec): 3 clusters
  Score: Raw -5599970.458534 + Penalty 3550.262955 = -5596420.195579
  nChanged 13
		SP:Iteration 28Q (1567.220000 sec): 3 clusters
  Score: Raw -5599973.452375 + Penalty 3550.262955 = -5596423.189420
  nChanged 8
		SP:Iteration 29Q (1567.330000 sec): 3 clusters
  Score: Raw -5599975.136384 + Penalty 3550.262955 = -5596424.873429
  nChanged 7
		SP:Iteration 30Q (1567.440000 sec): 3 clusters
  Score: Raw -5599976.818011 + Penalty 3550.262955 = -5596426.555056
  nChanged 9
		SP:Iteration 31Q (1567.560000 sec): 3 clusters
  Score: Raw -5599978.987088 + Penalty 3550.262955 = -5596428.724133
  nChanged 6
		SP:Iteration 32Q (1567.670000 sec): 3 clusters
  Score: Raw -5599980.364031 + Penalty 3550.262955 = -5596430.101076
  nChanged 4
		SP:Iteration 33Q (1567.780000 sec): 3 clusters
  Score: Raw -5599981.359910 + Penalty 3550.262955 = -5596431.096955
  nChanged 7
		SP:Iteration 34Q (1567.900000 sec): 3 clusters
  Score: Raw -5599983.201522 + Penalty 3550.262955 = -5596432.938567
  nChanged 3
		SP:Iteration 35Q (1568.010000 sec): 3 clusters
  Score: Raw -5599984.050628 + Penalty 3550.262955 = -5596433.787672
  nChanged 5
		SP:Iteration 36Q (1568.120000 sec): 3 clusters
  Score: Raw -5599984.981768 + Penalty 3550.262955 = -5596434.718812
  nChanged 4
		SP:Iteration 37Q (1568.240000 sec): 3 clusters
  Score: Raw -5599985.940835 + Penalty 3550.262955 = -5596435.677879
  nChanged 5
		SP:Iteration 38Q (1568.350000 sec): 3 clusters
  Score: Raw -5599986.858814 + Penalty 3550.262955 = -5596436.595859
  nChanged 4
		SP:Iteration 39Q (1568.460000 sec): 3 clusters
  Score: Raw -5599987.947138 + Penalty 3550.262955 = -5596437.684183
  nChanged 2
		SP:Iteration 40F (1568.600000 sec): 3 clusters
  Score: Raw -5599988.691675 + Penalty 3550.262955 = -5596438.428720
  nChanged 4
		SP:Iteration 41Q (1568.720000 sec): 3 clusters
  Score: Raw -5599989.644723 + Penalty 3550.262955 = -5596439.381768
  nChanged 3
		SP:Iteration 42Q (1568.830000 sec): 3 clusters
  Score: Raw -5599990.323620 + Penalty 3550.262955 = -5596440.060665
  nChanged 2
		SP:Iteration 43Q (1568.950000 sec): 3 clusters
  Score: Raw -5599990.773332 + Penalty 3550.262955 = -5596440.510376
  nChanged 1
		SP:Iteration 44Q (1569.060000 sec): 3 clusters
  Score: Raw -5599991.092341 + Penalty 3550.262955 = -5596440.829386
  nChanged 0
		SP:Iteration 45F (1569.210000 sec): 3 clusters
  Score: Raw -5599991.092341 + Penalty 3550.262955 = -5596440.829386
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 4 (1956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1569.260000 sec): 2 clusters
  Score: Raw -176454.405348 + Penalty 1231.531738 = -175222.873610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1569.260000 sec): 3 clusters
  Score: Raw -175754.820509 + Penalty 2463.063476 = -173291.757032
  nChanged 765
		SP:Iteration 1F (1569.270000 sec): 3 clusters
  Score: Raw -176740.178819 + Penalty 2463.063476 = -174277.115343
  nChanged 262
		SP:Iteration 2F (1569.270000 sec): 3 clusters
  Score: Raw -177712.022332 + Penalty 2463.063476 = -175248.958856
  nChanged 222
		SP:Iteration 3F (1569.280000 sec): 3 clusters
  Score: Raw -178421.716087 + Penalty 2463.063476 = -175958.652610
  nChanged 236
		SP:Iteration 4F (1569.280000 sec): 3 clusters
  Score: Raw -179073.459634 + Penalty 2463.063476 = -176610.396157
  nChanged 209
		SP:Iteration 5F (1569.290000 sec): 3 clusters
  Score: Raw -179641.440012 + Penalty 2463.063476 = -177178.376535
  nChanged 190
		SP:Iteration 6F (1569.290000 sec): 3 clusters
  Score: Raw -180114.004555 + Penalty 2463.063476 = -177650.941079
  nChanged 135
		SP:Iteration 7F (1569.300000 sec): 3 clusters
  Score: Raw -180485.627751 + Penalty 2463.063476 = -178022.564275
  nChanged 61
		SP:Iteration 8Q (1569.300000 sec): 3 clusters
  Score: Raw -180700.448477 + Penalty 2463.063476 = -178237.385000
  nChanged 20
		SP:Iteration 9Q (1569.300000 sec): 3 clusters
  Score: Raw -180762.345436 + Penalty 2463.063476 = -178299.281959
  nChanged 3
		SP:Iteration 10Q (1569.310000 sec): 3 clusters
  Score: Raw -180765.479929 + Penalty 2463.063476 = -178302.416452
  nChanged 1
		SP:Iteration 11Q (1569.310000 sec): 3 clusters
  Score: Raw -180766.378918 + Penalty 2463.063476 = -178303.315442
  nChanged 1
		SP:Iteration 12Q (1569.320000 sec): 3 clusters
  Score: Raw -180766.734665 + Penalty 2463.063476 = -178303.671188
  nChanged 0
		SP:Iteration 13F (1569.320000 sec): 3 clusters
  Score: Raw -180766.734665 + Penalty 2463.063476 = -178303.671188
  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 8.67 GB.

 Trying to split cluster 5 (5915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1569.350000 sec): 2 clusters
  Score: Raw -555103.867471 + Penalty 1411.352601 = -553692.514870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1569.360000 sec): 3 clusters
  Score: Raw -552002.287624 + Penalty 2822.705202 = -549179.582422
  nChanged 2451
		SP:Iteration 1F (1569.380000 sec): 3 clusters
  Score: Raw -553448.812300 + Penalty 2822.705202 = -550626.107097
  nChanged 499
		SP:Iteration 2F (1569.390000 sec): 3 clusters
  Score: Raw -553834.932506 + Penalty 2822.705202 = -551012.227304
  nChanged 427
		SP:Iteration 3F (1569.410000 sec): 3 clusters
  Score: Raw -554184.216856 + Penalty 2822.705202 = -551361.511653
  nChanged 392
		SP:Iteration 4F (1569.420000 sec): 3 clusters
  Score: Raw -554558.631074 + Penalty 2822.705202 = -551735.925872
  nChanged 357
		SP:Iteration 5F (1569.440000 sec): 3 clusters
  Score: Raw -554854.143201 + Penalty 2822.705202 = -552031.437999
  nChanged 292
		SP:Iteration 6Q (1569.450000 sec): 3 clusters
  Score: Raw -555048.305405 + Penalty 2822.705202 = -552225.600203
  nChanged 244
		SP:Iteration 7Q (1569.470000 sec): 3 clusters
  Score: Raw -555205.409526 + Penalty 2822.705202 = -552382.704324
  nChanged 190
		SP:Iteration 8Q (1569.480000 sec): 3 clusters
  Score: Raw -555308.919493 + Penalty 2822.705202 = -552486.214290
  nChanged 155
		SP:Iteration 9Q (1569.500000 sec): 3 clusters
  Score: Raw -555373.357814 + Penalty 2822.705202 = -552550.652612
  nChanged 118
		SP:Iteration 10Q (1569.520000 sec): 3 clusters
  Score: Raw -555419.192577 + Penalty 2822.705202 = -552596.487375
  nChanged 105
		SP:Iteration 11Q (1569.530000 sec): 3 clusters
  Score: Raw -555459.783223 + Penalty 2822.705202 = -552637.078021
  nChanged 87
		SP:Iteration 12Q (1569.540000 sec): 3 clusters
  Score: Raw -555489.856125 + Penalty 2822.705202 = -552667.150923
  nChanged 67
		SP:Iteration 13Q (1569.560000 sec): 3 clusters
  Score: Raw -555509.994302 + Penalty 2822.705202 = -552687.289099
  nChanged 44
		SP:Iteration 14Q (1569.570000 sec): 3 clusters
  Score: Raw -555522.711707 + Penalty 2822.705202 = -552700.006505
  nChanged 32
		SP:Iteration 15Q (1569.590000 sec): 3 clusters
  Score: Raw -555532.604893 + Penalty 2822.705202 = -552709.899691
  nChanged 27
		SP:Iteration 16Q (1569.600000 sec): 3 clusters
  Score: Raw -555540.857405 + Penalty 2822.705202 = -552718.152202
  nChanged 25
		SP:Iteration 17Q (1569.620000 sec): 3 clusters
  Score: Raw -555545.100924 + Penalty 2822.705202 = -552722.395722
  nChanged 17
		SP:Iteration 18Q (1569.630000 sec): 3 clusters
  Score: Raw -555549.745008 + Penalty 2822.705202 = -552727.039805
  nChanged 18
		SP:Iteration 19Q (1569.650000 sec): 3 clusters
  Score: Raw -555553.090198 + Penalty 2822.705202 = -552730.384996
  nChanged 16
		SP:Iteration 20F (1569.660000 sec): 3 clusters
  Score: Raw -555556.389957 + Penalty 2822.705202 = -552733.684755
  nChanged 13
		SP:Iteration 21Q (1569.680000 sec): 3 clusters
  Score: Raw -555558.628683 + Penalty 2822.705202 = -552735.923481
  nChanged 9
		SP:Iteration 22Q (1569.700000 sec): 3 clusters
  Score: Raw -555560.287974 + Penalty 2822.705202 = -552737.582772
  nChanged 9
		SP:Iteration 23Q (1569.710000 sec): 3 clusters
  Score: Raw -555562.104977 + Penalty 2822.705202 = -552739.399775
  nChanged 12
		SP:Iteration 24Q (1569.730000 sec): 3 clusters
  Score: Raw -555565.321789 + Penalty 2822.705202 = -552742.616587
  nChanged 20
		SP:Iteration 25Q (1569.740000 sec): 3 clusters
  Score: Raw -555568.508176 + Penalty 2822.705202 = -552745.802974
  nChanged 12
		SP:Iteration 26Q (1569.750000 sec): 3 clusters
  Score: Raw -555570.407692 + Penalty 2822.705202 = -552747.702489
  nChanged 10
		SP:Iteration 27Q (1569.770000 sec): 3 clusters
  Score: Raw -555572.146303 + Penalty 2822.705202 = -552749.441101
  nChanged 9
		SP:Iteration 28Q (1569.790000 sec): 3 clusters
  Score: Raw -555574.555332 + Penalty 2822.705202 = -552751.850130
  nChanged 9
		SP:Iteration 29Q (1569.800000 sec): 3 clusters
  Score: Raw -555576.259890 + Penalty 2822.705202 = -552753.554688
  nChanged 7
		SP:Iteration 30Q (1569.810000 sec): 3 clusters
  Score: Raw -555577.215332 + Penalty 2822.705202 = -552754.510130
  nChanged 6
		SP:Iteration 31Q (1569.830000 sec): 3 clusters
  Score: Raw -555578.079585 + Penalty 2822.705202 = -552755.374383
  nChanged 5
		SP:Iteration 32Q (1569.840000 sec): 3 clusters
  Score: Raw -555579.021675 + Penalty 2822.705202 = -552756.316473
  nChanged 5
		SP:Iteration 33Q (1569.860000 sec): 3 clusters
  Score: Raw -555580.086985 + Penalty 2822.705202 = -552757.381782
  nChanged 6
		SP:Iteration 34Q (1569.870000 sec): 3 clusters
  Score: Raw -555581.521987 + Penalty 2822.705202 = -552758.816784
  nChanged 9
		SP:Iteration 35Q (1569.890000 sec): 3 clusters
  Score: Raw -555582.794735 + Penalty 2822.705202 = -552760.089533
  nChanged 5
		SP:Iteration 36Q (1569.900000 sec): 3 clusters
  Score: Raw -555584.026232 + Penalty 2822.705202 = -552761.321030
  nChanged 7
		SP:Iteration 37Q (1569.910000 sec): 3 clusters
  Score: Raw -555584.771527 + Penalty 2822.705202 = -552762.066325
  nChanged 7
		SP:Iteration 38Q (1569.930000 sec): 3 clusters
  Score: Raw -555585.887753 + Penalty 2822.705202 = -552763.182551
  nChanged 8
		SP:Iteration 39Q (1569.940000 sec): 3 clusters
  Score: Raw -555586.903996 + Penalty 2822.705202 = -552764.198794
  nChanged 6
		SP:Iteration 40F (1569.960000 sec): 3 clusters
  Score: Raw -555587.839495 + Penalty 2822.705202 = -552765.134292
  nChanged 4
		SP:Iteration 41Q (1569.970000 sec): 3 clusters
  Score: Raw -555588.392106 + Penalty 2822.705202 = -552765.686903
  nChanged 4
		SP:Iteration 42Q (1569.990000 sec): 3 clusters
  Score: Raw -555588.743256 + Penalty 2822.705202 = -552766.038054
  nChanged 3
		SP:Iteration 43Q (1570.000000 sec): 3 clusters
  Score: Raw -555589.041861 + Penalty 2822.705202 = -552766.336659
  nChanged 4
		SP:Iteration 44Q (1570.020000 sec): 3 clusters
  Score: Raw -555589.290022 + Penalty 2822.705202 = -552766.584820
  nChanged 2
		SP:Iteration 45Q (1570.030000 sec): 3 clusters
  Score: Raw -555589.539156 + Penalty 2822.705202 = -552766.833954
  nChanged 2
		SP:Iteration 46Q (1570.050000 sec): 3 clusters
  Score: Raw -555589.608046 + Penalty 2822.705202 = -552766.902844
  nChanged 0
		SP:Iteration 47F (1570.070000 sec): 3 clusters
  Score: Raw -555589.608046 + Penalty 2822.705202 = -552766.902844
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (2701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1570.080000 sec): 2 clusters
  Score: Raw -241719.308609 + Penalty 1283.973820 = -240435.334789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1570.090000 sec): 3 clusters
  Score: Raw -240465.790671 + Penalty 2567.947640 = -237897.843031
  nChanged 1047
		SP:Iteration 1F (1570.090000 sec): 3 clusters
  Score: Raw -241253.246891 + Penalty 2567.947640 = -238685.299251
  nChanged 243
		SP:Iteration 2F (1570.100000 sec): 3 clusters
  Score: Raw -241493.779945 + Penalty 2567.947640 = -238925.832305
  nChanged 182
		SP:Iteration 3F (1570.110000 sec): 3 clusters
  Score: Raw -241659.523286 + Penalty 2567.947640 = -239091.575646
  nChanged 141
		SP:Iteration 4F (1570.110000 sec): 3 clusters
  Score: Raw -241786.339966 + Penalty 2567.947640 = -239218.392326
  nChanged 101
		SP:Iteration 5Q (1570.120000 sec): 3 clusters
  Score: Raw -241870.714580 + Penalty 2567.947640 = -239302.766940
  nChanged 91
		SP:Iteration 6Q (1570.130000 sec): 3 clusters
  Score: Raw -241930.320191 + Penalty 2567.947640 = -239362.372551
  nChanged 85
		SP:Iteration 7Q (1570.130000 sec): 3 clusters
  Score: Raw -241997.658055 + Penalty 2567.947640 = -239429.710415
  nChanged 81
		SP:Iteration 8Q (1570.140000 sec): 3 clusters
  Score: Raw -242056.003006 + Penalty 2567.947640 = -239488.055366
  nChanged 75
		SP:Iteration 9Q (1570.150000 sec): 3 clusters
  Score: Raw -242115.313896 + Penalty 2567.947640 = -239547.366256
  nChanged 74
		SP:Iteration 10Q (1570.150000 sec): 3 clusters
  Score: Raw -242177.263952 + Penalty 2567.947640 = -239609.316312
  nChanged 72
		SP:Iteration 11Q (1570.160000 sec): 3 clusters
  Score: Raw -242228.703624 + Penalty 2567.947640 = -239660.755984
  nChanged 67
		SP:Iteration 12Q (1570.170000 sec): 3 clusters
  Score: Raw -242276.988437 + Penalty 2567.947640 = -239709.040797
  nChanged 75
		SP:Iteration 13Q (1570.170000 sec): 3 clusters
  Score: Raw -242339.945944 + Penalty 2567.947640 = -239771.998304
  nChanged 78
		SP:Iteration 14Q (1570.180000 sec): 3 clusters
  Score: Raw -242418.242453 + Penalty 2567.947640 = -239850.294813
  nChanged 81
		SP:Iteration 15Q (1570.190000 sec): 3 clusters
  Score: Raw -242500.393885 + Penalty 2567.947640 = -239932.446245
  nChanged 74
		SP:Iteration 16Q (1570.190000 sec): 3 clusters
  Score: Raw -242566.676038 + Penalty 2567.947640 = -239998.728398
  nChanged 72
		SP:Iteration 17Q (1570.200000 sec): 3 clusters
  Score: Raw -242635.277585 + Penalty 2567.947640 = -240067.329945
  nChanged 60
		SP:Iteration 18Q (1570.210000 sec): 3 clusters
  Score: Raw -242699.394758 + Penalty 2567.947640 = -240131.447118
  nChanged 30
		SP:Iteration 19Q (1570.210000 sec): 3 clusters
  Score: Raw -242743.614049 + Penalty 2567.947640 = -240175.666409
  nChanged 24
		SP:Iteration 20F (1570.220000 sec): 3 clusters
  Score: Raw -242769.865769 + Penalty 2567.947640 = -240201.918129
  nChanged 32
		SP:Iteration 21Q (1570.230000 sec): 3 clusters
  Score: Raw -242791.527910 + Penalty 2567.947640 = -240223.580270
  nChanged 15
		SP:Iteration 22Q (1570.230000 sec): 3 clusters
  Score: Raw -242799.093474 + Penalty 2567.947640 = -240231.145834
  nChanged 11
		SP:Iteration 23Q (1570.240000 sec): 3 clusters
  Score: Raw -242805.644666 + Penalty 2567.947640 = -240237.697026
  nChanged 8
		SP:Iteration 24Q (1570.240000 sec): 3 clusters
  Score: Raw -242810.860949 + Penalty 2567.947640 = -240242.913309
  nChanged 4
		SP:Iteration 25Q (1570.250000 sec): 3 clusters
  Score: Raw -242812.893904 + Penalty 2567.947640 = -240244.946264
  nChanged 4
		SP:Iteration 26Q (1570.260000 sec): 3 clusters
  Score: Raw -242813.927428 + Penalty 2567.947640 = -240245.979788
  nChanged 2
		SP:Iteration 27Q (1570.260000 sec): 3 clusters
  Score: Raw -242814.521336 + Penalty 2567.947640 = -240246.573696
  nChanged 1
		SP:Iteration 28Q (1570.270000 sec): 3 clusters
  Score: Raw -242814.804216 + Penalty 2567.947640 = -240246.856576
  nChanged 0
		SP:Iteration 29F (1570.270000 sec): 3 clusters
  Score: Raw -242814.804216 + Penalty 2567.947640 = -240246.856576
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 7 (1913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1570.290000 sec): 2 clusters
  Score: Raw -176455.112062 + Penalty 1227.919545 = -175227.192517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1570.290000 sec): 3 clusters
  Score: Raw -175658.517477 + Penalty 2455.839090 = -173202.678387
  nChanged 667
		SP:Iteration 1F (1570.290000 sec): 3 clusters
  Score: Raw -176213.051651 + Penalty 2455.839090 = -173757.212561
  nChanged 199
		SP:Iteration 2F (1570.300000 sec): 3 clusters
  Score: Raw -176447.515792 + Penalty 2455.839090 = -173991.676702
  nChanged 135
		SP:Iteration 3F (1570.310000 sec): 3 clusters
  Score: Raw -176635.020107 + Penalty 2455.839090 = -174179.181017
  nChanged 117
		SP:Iteration 4F (1570.310000 sec): 3 clusters
  Score: Raw -176804.336264 + Penalty 2455.839090 = -174348.497174
  nChanged 102
		SP:Iteration 5F (1570.310000 sec): 3 clusters
  Score: Raw -176948.992841 + Penalty 2455.839090 = -174493.153751
  nChanged 75
		SP:Iteration 6Q (1570.320000 sec): 3 clusters
  Score: Raw -177033.801671 + Penalty 2455.839090 = -174577.962581
  nChanged 54
		SP:Iteration 7Q (1570.330000 sec): 3 clusters
  Score: Raw -177101.670727 + Penalty 2455.839090 = -174645.831636
  nChanged 56
		SP:Iteration 8Q (1570.330000 sec): 3 clusters
  Score: Raw -177167.142235 + Penalty 2455.839090 = -174711.303145
  nChanged 43
		SP:Iteration 9Q (1570.330000 sec): 3 clusters
  Score: Raw -177203.173914 + Penalty 2455.839090 = -174747.334824
  nChanged 25
		SP:Iteration 10Q (1570.340000 sec): 3 clusters
  Score: Raw -177225.972736 + Penalty 2455.839090 = -174770.133646
  nChanged 23
		SP:Iteration 11Q (1570.340000 sec): 3 clusters
  Score: Raw -177250.606805 + Penalty 2455.839090 = -174794.767715
  nChanged 21
		SP:Iteration 12Q (1570.350000 sec): 3 clusters
  Score: Raw -177269.309134 + Penalty 2455.839090 = -174813.470044
  nChanged 18
		SP:Iteration 13Q (1570.350000 sec): 3 clusters
  Score: Raw -177282.798070 + Penalty 2455.839090 = -174826.958980
  nChanged 18
		SP:Iteration 14Q (1570.350000 sec): 3 clusters
  Score: Raw -177301.756662 + Penalty 2455.839090 = -174845.917572
  nChanged 20
		SP:Iteration 15Q (1570.360000 sec): 3 clusters
  Score: Raw -177322.071584 + Penalty 2455.839090 = -174866.232493
  nChanged 26
		SP:Iteration 16Q (1570.360000 sec): 3 clusters
  Score: Raw -177354.704672 + Penalty 2455.839090 = -174898.865582
  nChanged 28
		SP:Iteration 17Q (1570.370000 sec): 3 clusters
  Score: Raw -177395.843704 + Penalty 2455.839090 = -174940.004614
  nChanged 26
		SP:Iteration 18Q (1570.370000 sec): 3 clusters
  Score: Raw -177449.509418 + Penalty 2455.839090 = -174993.670328
  nChanged 25
		SP:Iteration 19Q (1570.380000 sec): 3 clusters
  Score: Raw -177491.668998 + Penalty 2455.839090 = -175035.829908
  nChanged 24
		SP:Iteration 20F (1570.380000 sec): 3 clusters
  Score: Raw -177542.926859 + Penalty 2455.839090 = -175087.087769
  nChanged 34
		SP:Iteration 21Q (1570.390000 sec): 3 clusters
  Score: Raw -177608.910449 + Penalty 2455.839090 = -175153.071359
  nChanged 32
		SP:Iteration 22Q (1570.390000 sec): 3 clusters
  Score: Raw -177694.804447 + Penalty 2455.839090 = -175238.965357
  nChanged 36
		SP:Iteration 23Q (1570.390000 sec): 3 clusters
  Score: Raw -177833.244901 + Penalty 2455.839090 = -175377.405811
  nChanged 40
		SP:Iteration 24Q (1570.400000 sec): 3 clusters
  Score: Raw -177994.512049 + Penalty 2455.839090 = -175538.672959
  nChanged 28
		SP:Iteration 25Q (1570.400000 sec): 3 clusters
  Score: Raw -178042.386651 + Penalty 2455.839090 = -175586.547561
  nChanged 22
		SP:Iteration 26Q (1570.400000 sec): 3 clusters
  Score: Raw -178083.690645 + Penalty 2455.839090 = -175627.851555
  nChanged 31
		SP:Iteration 27Q (1570.410000 sec): 3 clusters
  Score: Raw -178166.898439 + Penalty 2455.839090 = -175711.059349
  nChanged 28
		SP:Iteration 28Q (1570.410000 sec): 3 clusters
  Score: Raw -178254.808955 + Penalty 2455.839090 = -175798.969865
  nChanged 15
		SP:Iteration 29Q (1570.410000 sec): 3 clusters
  Score: Raw -178309.226455 + Penalty 2455.839090 = -175853.387364
  nChanged 11
		SP:Iteration 30Q (1570.420000 sec): 3 clusters
  Score: Raw -178365.748445 + Penalty 2455.839090 = -175909.909355
  nChanged 7
		SP:Iteration 31Q (1570.420000 sec): 3 clusters
  Score: Raw -178383.231076 + Penalty 2455.839090 = -175927.391986
  nChanged 4
		SP:Iteration 32Q (1570.430000 sec): 3 clusters
  Score: Raw -178390.859527 + Penalty 2455.839090 = -175935.020437
  nChanged 3
		SP:Iteration 33Q (1570.430000 sec): 3 clusters
  Score: Raw -178395.926201 + Penalty 2455.839090 = -175940.087111
  nChanged 3
		SP:Iteration 34Q (1570.430000 sec): 3 clusters
  Score: Raw -178399.447878 + Penalty 2455.839090 = -175943.608788
  nChanged 3
		SP:Iteration 35Q (1570.430000 sec): 3 clusters
  Score: Raw -178402.548494 + Penalty 2455.839090 = -175946.709403
  nChanged 2
		SP:Iteration 36Q (1570.440000 sec): 3 clusters
  Score: Raw -178405.553249 + Penalty 2455.839090 = -175949.714159
  nChanged 2
		SP:Iteration 37Q (1570.440000 sec): 3 clusters
  Score: Raw -178407.584495 + Penalty 2455.839090 = -175951.745405
  nChanged 3
		SP:Iteration 38Q (1570.450000 sec): 3 clusters
  Score: Raw -178410.954649 + Penalty 2455.839090 = -175955.115559
  nChanged 2
		SP:Iteration 39Q (1570.450000 sec): 3 clusters
  Score: Raw -178411.812888 + Penalty 2455.839090 = -175955.973798
  nChanged 0
		SP:Iteration 40F (1570.450000 sec): 3 clusters
  Score: Raw -178411.812888 + Penalty 2455.839090 = -175955.973798
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 8 (28289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1570.550000 sec): 2 clusters
  Score: Raw -2673474.276694 + Penalty 1665.662101 = -2671808.614593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1570.630000 sec): 3 clusters
  Score: Raw -2656078.007849 + Penalty 3331.324203 = -2652746.683646
  nChanged 12971
		SP:Iteration 1F (1570.710000 sec): 3 clusters
  Score: Raw -2663952.897661 + Penalty 3331.324203 = -2660621.573458
  nChanged 2032
		SP:Iteration 2F (1570.790000 sec): 3 clusters
  Score: Raw -2665266.527302 + Penalty 3331.324203 = -2661935.203099
  nChanged 2207
		SP:Iteration 3F (1570.870000 sec): 3 clusters
  Score: Raw -2666900.936724 + Penalty 3331.324203 = -2663569.612522
  nChanged 2261
		SP:Iteration 4F (1570.940000 sec): 3 clusters
  Score: Raw -2668674.755674 + Penalty 3331.324203 = -2665343.431472
  nChanged 2070
		SP:Iteration 5F (1571.020000 sec): 3 clusters
  Score: Raw -2670362.863317 + Penalty 3331.324203 = -2667031.539115
  nChanged 1751
		SP:Iteration 6F (1571.100000 sec): 3 clusters
  Score: Raw -2671789.007514 + Penalty 3331.324203 = -2668457.683311
  nChanged 1405
		SP:Iteration 7Q (1571.180000 sec): 3 clusters
  Score: Raw -2672826.421037 + Penalty 3331.324203 = -2669495.096835
  nChanged 1087
		SP:Iteration 8Q (1571.260000 sec): 3 clusters
  Score: Raw -2673608.682127 + Penalty 3331.324203 = -2670277.357925
  nChanged 779
		SP:Iteration 9Q (1571.330000 sec): 3 clusters
  Score: Raw -2674245.528424 + Penalty 3331.324203 = -2670914.204221
  nChanged 569
		SP:Iteration 10Q (1571.410000 sec): 3 clusters
  Score: Raw -2674766.038571 + Penalty 3331.324203 = -2671434.714368
  nChanged 400
		SP:Iteration 11Q (1571.470000 sec): 3 clusters
  Score: Raw -2675095.523277 + Penalty 3331.324203 = -2671764.199074
  nChanged 282
		SP:Iteration 12Q (1571.540000 sec): 3 clusters
  Score: Raw -2675288.514210 + Penalty 3331.324203 = -2671957.190007
  nChanged 189
		SP:Iteration 13Q (1571.610000 sec): 3 clusters
  Score: Raw -2675378.048200 + Penalty 3331.324203 = -2672046.723997
  nChanged 132
		SP:Iteration 14Q (1571.670000 sec): 3 clusters
  Score: Raw -2675423.563563 + Penalty 3331.324203 = -2672092.239361
  nChanged 98
		SP:Iteration 15Q (1571.730000 sec): 3 clusters
  Score: Raw -2675453.765973 + Penalty 3331.324203 = -2672122.441771
  nChanged 79
		SP:Iteration 16Q (1571.790000 sec): 3 clusters
  Score: Raw -2675477.088561 + Penalty 3331.324203 = -2672145.764358
  nChanged 68
		SP:Iteration 17Q (1571.850000 sec): 3 clusters
  Score: Raw -2675495.459271 + Penalty 3331.324203 = -2672164.135069
  nChanged 55
		SP:Iteration 18Q (1571.910000 sec): 3 clusters
  Score: Raw -2675506.563804 + Penalty 3331.324203 = -2672175.239602
  nChanged 43
		SP:Iteration 19Q (1571.970000 sec): 3 clusters
  Score: Raw -2675515.761718 + Penalty 3331.324203 = -2672184.437515
  nChanged 33
		SP:Iteration 20F (1572.050000 sec): 3 clusters
  Score: Raw -2675522.005857 + Penalty 3331.324203 = -2672190.681654
  nChanged 28
		SP:Iteration 21Q (1572.110000 sec): 3 clusters
  Score: Raw -2675528.378514 + Penalty 3331.324203 = -2672197.054312
  nChanged 27
		SP:Iteration 22Q (1572.170000 sec): 3 clusters
  Score: Raw -2675535.485852 + Penalty 3331.324203 = -2672204.161650
  nChanged 31
		SP:Iteration 23Q (1572.230000 sec): 3 clusters
  Score: Raw -2675544.435390 + Penalty 3331.324203 = -2672213.111187
  nChanged 26
		SP:Iteration 24Q (1572.300000 sec): 3 clusters
  Score: Raw -2675548.814658 + Penalty 3331.324203 = -2672217.490456
  nChanged 25
		SP:Iteration 25Q (1572.360000 sec): 3 clusters
  Score: Raw -2675553.297866 + Penalty 3331.324203 = -2672221.973663
  nChanged 23
		SP:Iteration 26Q (1572.420000 sec): 3 clusters
  Score: Raw -2675557.371655 + Penalty 3331.324203 = -2672226.047452
  nChanged 14
		SP:Iteration 27Q (1572.480000 sec): 3 clusters
  Score: Raw -2675559.463732 + Penalty 3331.324203 = -2672228.139530
  nChanged 14
		SP:Iteration 28Q (1572.540000 sec): 3 clusters
  Score: Raw -2675561.796447 + Penalty 3331.324203 = -2672230.472245
  nChanged 11
		SP:Iteration 29Q (1572.600000 sec): 3 clusters
  Score: Raw -2675563.774439 + Penalty 3331.324203 = -2672232.450236
  nChanged 12
		SP:Iteration 30Q (1572.660000 sec): 3 clusters
  Score: Raw -2675565.420809 + Penalty 3331.324203 = -2672234.096607
  nChanged 11
		SP:Iteration 31Q (1572.720000 sec): 3 clusters
  Score: Raw -2675566.664296 + Penalty 3331.324203 = -2672235.340094
  nChanged 3
		SP:Iteration 32Q (1572.780000 sec): 3 clusters
  Score: Raw -2675566.972360 + Penalty 3331.324203 = -2672235.648158
  nChanged 4
		SP:Iteration 33Q (1572.840000 sec): 3 clusters
  Score: Raw -2675567.497848 + Penalty 3331.324203 = -2672236.173645
  nChanged 3
		SP:Iteration 34Q (1572.910000 sec): 3 clusters
  Score: Raw -2675568.003100 + Penalty 3331.324203 = -2672236.678898
  nChanged 5
		SP:Iteration 35Q (1572.970000 sec): 3 clusters
  Score: Raw -2675568.576501 + Penalty 3331.324203 = -2672237.252298
  nChanged 6
		SP:Iteration 36Q (1573.030000 sec): 3 clusters
  Score: Raw -2675569.496481 + Penalty 3331.324203 = -2672238.172279
  nChanged 7
		SP:Iteration 37Q (1573.090000 sec): 3 clusters
  Score: Raw -2675570.682814 + Penalty 3331.324203 = -2672239.358611
  nChanged 9
		SP:Iteration 38Q (1573.150000 sec): 3 clusters
  Score: Raw -2675571.908608 + Penalty 3331.324203 = -2672240.584405
  nChanged 9
		SP:Iteration 39Q (1573.210000 sec): 3 clusters
  Score: Raw -2675573.217119 + Penalty 3331.324203 = -2672241.892916
  nChanged 9
		SP:Iteration 40F (1573.290000 sec): 3 clusters
  Score: Raw -2675575.913370 + Penalty 3331.324203 = -2672244.589168
  nChanged 12
		SP:Iteration 41Q (1573.350000 sec): 3 clusters
  Score: Raw -2675579.959218 + Penalty 3331.324203 = -2672248.635015
  nChanged 21
		SP:Iteration 42Q (1573.410000 sec): 3 clusters
  Score: Raw -2675585.318990 + Penalty 3331.324203 = -2672253.994787
  nChanged 15
		SP:Iteration 43Q (1573.470000 sec): 3 clusters
  Score: Raw -2675589.354592 + Penalty 3331.324203 = -2672258.030389
  nChanged 17
		SP:Iteration 44Q (1573.540000 sec): 3 clusters
  Score: Raw -2675593.052012 + Penalty 3331.324203 = -2672261.727809
  nChanged 14
		SP:Iteration 45Q (1573.600000 sec): 3 clusters
  Score: Raw -2675596.832878 + Penalty 3331.324203 = -2672265.508675
  nChanged 21
		SP:Iteration 46Q (1573.660000 sec): 3 clusters
  Score: Raw -2675602.270101 + Penalty 3331.324203 = -2672270.945898
  nChanged 20
		SP:Iteration 47Q (1573.720000 sec): 3 clusters
  Score: Raw -2675607.046049 + Penalty 3331.324203 = -2672275.721846
  nChanged 22
		SP:Iteration 48Q (1573.780000 sec): 3 clusters
  Score: Raw -2675613.310042 + Penalty 3331.324203 = -2672281.985839
  nChanged 21
		SP:Iteration 49Q (1573.830000 sec): 3 clusters
  Score: Raw -2675618.323002 + Penalty 3331.324203 = -2672286.998799
  nChanged 21
		SP:Iteration 50Q (1573.890000 sec): 3 clusters
  Score: Raw -2675624.622154 + Penalty 3331.324203 = -2672293.297952
  nChanged 22
		SP:Iteration 51Q (1573.950000 sec): 3 clusters
  Score: Raw -2675630.300049 + Penalty 3331.324203 = -2672298.975846
  nChanged 16
		SP:Iteration 52Q (1574.020000 sec): 3 clusters
  Score: Raw -2675635.855631 + Penalty 3331.324203 = -2672304.531428
  nChanged 17
		SP:Iteration 53Q (1574.080000 sec): 3 clusters
  Score: Raw -2675640.368213 + Penalty 3331.324203 = -2672309.044011
  nChanged 16
		SP:Iteration 54Q (1574.140000 sec): 3 clusters
  Score: Raw -2675643.320510 + Penalty 3331.324203 = -2672311.996308
  nChanged 9
		SP:Iteration 55Q (1574.200000 sec): 3 clusters
  Score: Raw -2675644.903738 + Penalty 3331.324203 = -2672313.579536
  nChanged 10
		SP:Iteration 56Q (1574.260000 sec): 3 clusters
  Score: Raw -2675646.297518 + Penalty 3331.324203 = -2672314.973316
  nChanged 4
		SP:Iteration 57Q (1574.320000 sec): 3 clusters
  Score: Raw -2675646.740569 + Penalty 3331.324203 = -2672315.416367
  nChanged 2
		SP:Iteration 58Q (1574.380000 sec): 3 clusters
  Score: Raw -2675647.052926 + Penalty 3331.324203 = -2672315.728723
  nChanged 2
		SP:Iteration 59Q (1574.430000 sec): 3 clusters
  Score: Raw -2675647.251137 + Penalty 3331.324203 = -2672315.926934
  nChanged 1
		SP:Iteration 60F (1574.510000 sec): 3 clusters
  Score: Raw -2675647.309274 + Penalty 3331.324203 = -2672315.985072
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 9 (20347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1574.580000 sec): 2 clusters
  Score: Raw -2064678.284028 + Penalty 1612.111923 = -2063066.172104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1574.640000 sec): 3 clusters
  Score: Raw -2052324.091477 + Penalty 3224.223847 = -2049099.867630
  nChanged 9259
		SP:Iteration 1F (1574.690000 sec): 3 clusters
  Score: Raw -2057315.618360 + Penalty 3224.223847 = -2054091.394513
  nChanged 990
		SP:Iteration 2Q (1574.750000 sec): 3 clusters
  Score: Raw -2057707.453874 + Penalty 3224.223847 = -2054483.230027
  nChanged 992
		SP:Iteration 3Q (1574.800000 sec): 3 clusters
  Score: Raw -2058176.512163 + Penalty 3224.223847 = -2054952.288316
  nChanged 1123
		SP:Iteration 4F (1574.860000 sec): 3 clusters
  Score: Raw -2058869.524797 + Penalty 3224.223847 = -2055645.300950
  nChanged 1312
		SP:Iteration 5F (1574.910000 sec): 3 clusters
  Score: Raw -2059824.474624 + Penalty 3224.223847 = -2056600.250777
  nChanged 1456
		SP:Iteration 6F (1574.970000 sec): 3 clusters
  Score: Raw -2060946.004218 + Penalty 3224.223847 = -2057721.780371
  nChanged 1450
		SP:Iteration 7F (1575.020000 sec): 3 clusters
  Score: Raw -2062066.183179 + Penalty 3224.223847 = -2058841.959332
  nChanged 1279
		SP:Iteration 8F (1575.080000 sec): 3 clusters
  Score: Raw -2062924.638243 + Penalty 3224.223847 = -2059700.414396
  nChanged 941
		SP:Iteration 9Q (1575.140000 sec): 3 clusters
  Score: Raw -2063401.763238 + Penalty 3224.223847 = -2060177.539391
  nChanged 624
		SP:Iteration 10Q (1575.190000 sec): 3 clusters
  Score: Raw -2063616.997978 + Penalty 3224.223847 = -2060392.774131
  nChanged 461
		SP:Iteration 11Q (1575.250000 sec): 3 clusters
  Score: Raw -2063753.606739 + Penalty 3224.223847 = -2060529.382892
  nChanged 323
		SP:Iteration 12Q (1575.310000 sec): 3 clusters
  Score: Raw -2063825.346909 + Penalty 3224.223847 = -2060601.123062
  nChanged 223
		SP:Iteration 13Q (1575.360000 sec): 3 clusters
  Score: Raw -2063869.553125 + Penalty 3224.223847 = -2060645.329279
  nChanged 168
		SP:Iteration 14Q (1575.420000 sec): 3 clusters
  Score: Raw -2063896.870584 + Penalty 3224.223847 = -2060672.646737
  nChanged 124
		SP:Iteration 15Q (1575.470000 sec): 3 clusters
  Score: Raw -2063912.951483 + Penalty 3224.223847 = -2060688.727636
  nChanged 96
		SP:Iteration 16Q (1575.530000 sec): 3 clusters
  Score: Raw -2063926.768884 + Penalty 3224.223847 = -2060702.545037
  nChanged 89
		SP:Iteration 17Q (1575.580000 sec): 3 clusters
  Score: Raw -2063941.882415 + Penalty 3224.223847 = -2060717.658568
  nChanged 78
		SP:Iteration 18Q (1575.640000 sec): 3 clusters
  Score: Raw -2063957.179787 + Penalty 3224.223847 = -2060732.955940
  nChanged 77
		SP:Iteration 19Q (1575.690000 sec): 3 clusters
  Score: Raw -2063971.619122 + Penalty 3224.223847 = -2060747.395275
  nChanged 85
		SP:Iteration 20F (1575.740000 sec): 3 clusters
  Score: Raw -2063985.848904 + Penalty 3224.223847 = -2060761.625057
  nChanged 81
		SP:Iteration 21Q (1575.800000 sec): 3 clusters
  Score: Raw -2064003.986589 + Penalty 3224.223847 = -2060779.762742
  nChanged 105
		SP:Iteration 22Q (1575.860000 sec): 3 clusters
  Score: Raw -2064028.754254 + Penalty 3224.223847 = -2060804.530408
  nChanged 117
		SP:Iteration 23Q (1575.910000 sec): 3 clusters
  Score: Raw -2064053.416721 + Penalty 3224.223847 = -2060829.192874
  nChanged 96
		SP:Iteration 24Q (1575.960000 sec): 3 clusters
  Score: Raw -2064070.910234 + Penalty 3224.223847 = -2060846.686387
  nChanged 87
		SP:Iteration 25Q (1576.020000 sec): 3 clusters
  Score: Raw -2064085.250223 + Penalty 3224.223847 = -2060861.026376
  nChanged 82
		SP:Iteration 26Q (1576.070000 sec): 3 clusters
  Score: Raw -2064098.585410 + Penalty 3224.223847 = -2060874.361563
  nChanged 71
		SP:Iteration 27Q (1576.130000 sec): 3 clusters
  Score: Raw -2064110.440303 + Penalty 3224.223847 = -2060886.216456
  nChanged 84
		SP:Iteration 28Q (1576.190000 sec): 3 clusters
  Score: Raw -2064123.843538 + Penalty 3224.223847 = -2060899.619691
  nChanged 80
		SP:Iteration 29Q (1576.240000 sec): 3 clusters
  Score: Raw -2064136.428320 + Penalty 3224.223847 = -2060912.204473
  nChanged 89
		SP:Iteration 30Q (1576.300000 sec): 3 clusters
  Score: Raw -2064151.653589 + Penalty 3224.223847 = -2060927.429742
  nChanged 89
		SP:Iteration 31Q (1576.360000 sec): 3 clusters
  Score: Raw -2064164.030080 + Penalty 3224.223847 = -2060939.806233
  nChanged 80
		SP:Iteration 32Q (1576.410000 sec): 3 clusters
  Score: Raw -2064176.636636 + Penalty 3224.223847 = -2060952.412790
  nChanged 69
		SP:Iteration 33Q (1576.470000 sec): 3 clusters
  Score: Raw -2064188.690415 + Penalty 3224.223847 = -2060964.466568
  nChanged 78
		SP:Iteration 34Q (1576.520000 sec): 3 clusters
  Score: Raw -2064198.711078 + Penalty 3224.223847 = -2060974.487231
  nChanged 75
		SP:Iteration 35Q (1576.570000 sec): 3 clusters
  Score: Raw -2064208.412031 + Penalty 3224.223847 = -2060984.188184
  nChanged 73
		SP:Iteration 36Q (1576.630000 sec): 3 clusters
  Score: Raw -2064219.917882 + Penalty 3224.223847 = -2060995.694035
  nChanged 72
		SP:Iteration 37Q (1576.680000 sec): 3 clusters
  Score: Raw -2064231.011534 + Penalty 3224.223847 = -2061006.787687
  nChanged 81
		SP:Iteration 38Q (1576.740000 sec): 3 clusters
  Score: Raw -2064243.580347 + Penalty 3224.223847 = -2061019.356500
  nChanged 90
		SP:Iteration 39Q (1576.790000 sec): 3 clusters
  Score: Raw -2064256.782164 + Penalty 3224.223847 = -2061032.558317
  nChanged 83
		SP:Iteration 40F (1576.840000 sec): 3 clusters
  Score: Raw -2064269.030328 + Penalty 3224.223847 = -2061044.806481
  nChanged 78
		SP:Iteration 41Q (1576.900000 sec): 3 clusters
  Score: Raw -2064282.368013 + Penalty 3224.223847 = -2061058.144166
  nChanged 95
		SP:Iteration 42Q (1576.960000 sec): 3 clusters
  Score: Raw -2064297.446079 + Penalty 3224.223847 = -2061073.222232
  nChanged 87
		SP:Iteration 43Q (1577.010000 sec): 3 clusters
  Score: Raw -2064311.338004 + Penalty 3224.223847 = -2061087.114157
  nChanged 85
		SP:Iteration 44Q (1577.060000 sec): 3 clusters
  Score: Raw -2064326.060134 + Penalty 3224.223847 = -2061101.836287
  nChanged 88
		SP:Iteration 45Q (1577.120000 sec): 3 clusters
  Score: Raw -2064338.178692 + Penalty 3224.223847 = -2061113.954845
  nChanged 79
		SP:Iteration 46Q (1577.180000 sec): 3 clusters
  Score: Raw -2064349.716215 + Penalty 3224.223847 = -2061125.492368
  nChanged 71
		SP:Iteration 47Q (1577.240000 sec): 3 clusters
  Score: Raw -2064361.329215 + Penalty 3224.223847 = -2061137.105368
  nChanged 84
		SP:Iteration 48Q (1577.290000 sec): 3 clusters
  Score: Raw -2064373.894887 + Penalty 3224.223847 = -2061149.671040
  nChanged 81
		SP:Iteration 49Q (1577.340000 sec): 3 clusters
  Score: Raw -2064385.660067 + Penalty 3224.223847 = -2061161.436220
  nChanged 91
		SP:Iteration 50Q (1577.400000 sec): 3 clusters
  Score: Raw -2064398.173939 + Penalty 3224.223847 = -2061173.950092
  nChanged 82
		SP:Iteration 51Q (1577.450000 sec): 3 clusters
  Score: Raw -2064411.666760 + Penalty 3224.223847 = -2061187.442913
  nChanged 93
		SP:Iteration 52Q (1577.500000 sec): 3 clusters
  Score: Raw -2064430.158337 + Penalty 3224.223847 = -2061205.934491
  nChanged 91
		SP:Iteration 53Q (1577.550000 sec): 3 clusters
  Score: Raw -2064451.925889 + Penalty 3224.223847 = -2061227.702042
  nChanged 99
		SP:Iteration 54Q (1577.600000 sec): 3 clusters
  Score: Raw -2064476.671370 + Penalty 3224.223847 = -2061252.447523
  nChanged 118
		SP:Iteration 55Q (1577.660000 sec): 3 clusters
  Score: Raw -2064510.219243 + Penalty 3224.223847 = -2061285.995396
  nChanged 114
		SP:Iteration 56Q (1577.710000 sec): 3 clusters
  Score: Raw -2064540.397331 + Penalty 3224.223847 = -2061316.173484
  nChanged 120
		SP:Iteration 57Q (1577.760000 sec): 3 clusters
  Score: Raw -2064570.665592 + Penalty 3224.223847 = -2061346.441745
  nChanged 104
		SP:Iteration 58Q (1577.810000 sec): 3 clusters
  Score: Raw -2064598.898779 + Penalty 3224.223847 = -2061374.674932
  nChanged 105
		SP:Iteration 59Q (1577.860000 sec): 3 clusters
  Score: Raw -2064633.141139 + Penalty 3224.223847 = -2061408.917292
  nChanged 107
		SP:Iteration 60F (1577.920000 sec): 3 clusters
  Score: Raw -2064665.299145 + Penalty 3224.223847 = -2061441.075298
  nChanged 101
		SP:Iteration 61Q (1577.960000 sec): 3 clusters
  Score: Raw -2064688.898223 + Penalty 3224.223847 = -2061464.674376
  nChanged 92
		SP:Iteration 62Q (1578.020000 sec): 3 clusters
  Score: Raw -2064709.356330 + Penalty 3224.223847 = -2061485.132483
  nChanged 85
		SP:Iteration 63Q (1578.070000 sec): 3 clusters
  Score: Raw -2064734.777943 + Penalty 3224.223847 = -2061510.554096
  nChanged 101
		SP:Iteration 64Q (1578.120000 sec): 3 clusters
  Score: Raw -2064764.536529 + Penalty 3224.223847 = -2061540.312682
  nChanged 119
		SP:Iteration 65Q (1578.170000 sec): 3 clusters
  Score: Raw -2064804.648831 + Penalty 3224.223847 = -2061580.424984
  nChanged 127
		SP:Iteration 66Q (1578.220000 sec): 3 clusters
  Score: Raw -2064842.565844 + Penalty 3224.223847 = -2061618.341997
  nChanged 113
		SP:Iteration 67Q (1578.270000 sec): 3 clusters
  Score: Raw -2064877.394174 + Penalty 3224.223847 = -2061653.170327
  nChanged 118
		SP:Iteration 68Q (1578.320000 sec): 3 clusters
  Score: Raw -2064925.681454 + Penalty 3224.223847 = -2061701.457607
  nChanged 120
		SP:Iteration 69Q (1578.370000 sec): 3 clusters
  Score: Raw -2064965.829458 + Penalty 3224.223847 = -2061741.605611
  nChanged 106
		SP:Iteration 70Q (1578.420000 sec): 3 clusters
  Score: Raw -2065001.556919 + Penalty 3224.223847 = -2061777.333072
  nChanged 101
		SP:Iteration 71Q (1578.470000 sec): 3 clusters
  Score: Raw -2065030.773914 + Penalty 3224.223847 = -2061806.550067
  nChanged 91
		SP:Iteration 72Q (1578.520000 sec): 3 clusters
  Score: Raw -2065054.323012 + Penalty 3224.223847 = -2061830.099165
  nChanged 90
		SP:Iteration 73Q (1578.570000 sec): 3 clusters
  Score: Raw -2065082.921816 + Penalty 3224.223847 = -2061858.697969
  nChanged 98
		SP:Iteration 74Q (1578.620000 sec): 3 clusters
  Score: Raw -2065119.304169 + Penalty 3224.223847 = -2061895.080322
  nChanged 99
		SP:Iteration 75Q (1578.670000 sec): 3 clusters
  Score: Raw -2065155.550416 + Penalty 3224.223847 = -2061931.326569
  nChanged 96
		SP:Iteration 76Q (1578.720000 sec): 3 clusters
  Score: Raw -2065191.724297 + Penalty 3224.223847 = -2061967.500450
  nChanged 95
		SP:Iteration 77Q (1578.760000 sec): 3 clusters
  Score: Raw -2065228.056730 + Penalty 3224.223847 = -2062003.832884
  nChanged 97
		SP:Iteration 78Q (1578.810000 sec): 3 clusters
  Score: Raw -2065263.219397 + Penalty 3224.223847 = -2062038.995550
  nChanged 81
		SP:Iteration 79Q (1578.860000 sec): 3 clusters
  Score: Raw -2065291.696309 + Penalty 3224.223847 = -2062067.472462
  nChanged 85
		SP:Iteration 80F (1578.920000 sec): 3 clusters
  Score: Raw -2065321.084348 + Penalty 3224.223847 = -2062096.860501
  nChanged 85
		SP:Iteration 81Q (1578.960000 sec): 3 clusters
  Score: Raw -2065354.994748 + Penalty 3224.223847 = -2062130.770901
  nChanged 79
		SP:Iteration 82Q (1579.010000 sec): 3 clusters
  Score: Raw -2065388.915904 + Penalty 3224.223847 = -2062164.692057
  nChanged 94
		SP:Iteration 83Q (1579.060000 sec): 3 clusters
  Score: Raw -2065429.154977 + Penalty 3224.223847 = -2062204.931131
  nChanged 79
		SP:Iteration 84Q (1579.120000 sec): 3 clusters
  Score: Raw -2065472.880371 + Penalty 3224.223847 = -2062248.656524
  nChanged 92
		SP:Iteration 85Q (1579.160000 sec): 3 clusters
  Score: Raw -2065525.405361 + Penalty 3224.223847 = -2062301.181514
  nChanged 91
		SP:Iteration 86Q (1579.210000 sec): 3 clusters
  Score: Raw -2065576.148241 + Penalty 3224.223847 = -2062351.924395
  nChanged 87
		SP:Iteration 87Q (1579.250000 sec): 3 clusters
  Score: Raw -2065617.591433 + Penalty 3224.223847 = -2062393.367586
  nChanged 87
		SP:Iteration 88Q (1579.290000 sec): 3 clusters
  Score: Raw -2065646.870782 + Penalty 3224.223847 = -2062422.646935
  nChanged 74
		SP:Iteration 89Q (1579.340000 sec): 3 clusters
  Score: Raw -2065665.647685 + Penalty 3224.223847 = -2062441.423838
  nChanged 48
		SP:Iteration 90Q (1579.380000 sec): 3 clusters
  Score: Raw -2065674.155081 + Penalty 3224.223847 = -2062449.931234
  nChanged 28
		SP:Iteration 91Q (1579.420000 sec): 3 clusters
  Score: Raw -2065679.688440 + Penalty 3224.223847 = -2062455.464593
  nChanged 26
		SP:Iteration 92Q (1579.470000 sec): 3 clusters
  Score: Raw -2065685.496462 + Penalty 3224.223847 = -2062461.272615
  nChanged 20
		SP:Iteration 93Q (1579.510000 sec): 3 clusters
  Score: Raw -2065688.422934 + Penalty 3224.223847 = -2062464.199087
  nChanged 16
		SP:Iteration 94Q (1579.550000 sec): 3 clusters
  Score: Raw -2065690.870687 + Penalty 3224.223847 = -2062466.646840
  nChanged 9
		SP:Iteration 95Q (1579.600000 sec): 3 clusters
  Score: Raw -2065691.795728 + Penalty 3224.223847 = -2062467.571881
  nChanged 7
		SP:Iteration 96Q (1579.640000 sec): 3 clusters
  Score: Raw -2065692.800442 + Penalty 3224.223847 = -2062468.576595
  nChanged 10
		SP:Iteration 97Q (1579.680000 sec): 3 clusters
  Score: Raw -2065694.206742 + Penalty 3224.223847 = -2062469.982895
  nChanged 7
		SP:Iteration 98Q (1579.730000 sec): 3 clusters
  Score: Raw -2065695.002955 + Penalty 3224.223847 = -2062470.779108
  nChanged 5
		SP:Iteration 99Q (1579.780000 sec): 3 clusters
  Score: Raw -2065695.823726 + Penalty 3224.223847 = -2062471.599879
  nChanged 5
		SP:Iteration 100F (1579.830000 sec): 3 clusters
  Score: Raw -2065696.819593 + Penalty 3224.223847 = -2062472.595746
  nChanged 7
		SP:Iteration 101Q (1579.870000 sec): 3 clusters
  Score: Raw -2065697.900188 + Penalty 3224.223847 = -2062473.676341
  nChanged 7
		SP:Iteration 102Q (1579.920000 sec): 3 clusters
  Score: Raw -2065698.849487 + Penalty 3224.223847 = -2062474.625641
  nChanged 3
		SP:Iteration 103Q (1579.960000 sec): 3 clusters
  Score: Raw -2065699.428186 + Penalty 3224.223847 = -2062475.204339
  nChanged 3
		SP:Iteration 104Q (1580.010000 sec): 3 clusters
  Score: Raw -2065699.892185 + Penalty 3224.223847 = -2062475.668338
  nChanged 6
		SP:Iteration 105Q (1580.050000 sec): 3 clusters
  Score: Raw -2065700.471602 + Penalty 3224.223847 = -2062476.247755
  nChanged 2
		SP:Iteration 106Q (1580.100000 sec): 3 clusters
  Score: Raw -2065700.773060 + Penalty 3224.223847 = -2062476.549213
  nChanged 2
		SP:Iteration 107Q (1580.140000 sec): 3 clusters
  Score: Raw -2065700.915067 + Penalty 3224.223847 = -2062476.691220
  nChanged 2
		SP:Iteration 108Q (1580.180000 sec): 3 clusters
  Score: Raw -2065701.154666 + Penalty 3224.223847 = -2062476.930819
  nChanged 3
		SP:Iteration 109Q (1580.230000 sec): 3 clusters
  Score: Raw -2065701.421222 + Penalty 3224.223847 = -2062477.197375
  nChanged 1
		SP:Iteration 110Q (1580.270000 sec): 3 clusters
  Score: Raw -2065701.446511 + Penalty 3224.223847 = -2062477.222664
  nChanged 0
		SP:Iteration 111F (1580.330000 sec): 3 clusters
  Score: Raw -2065701.446511 + Penalty 3224.223847 = -2062477.222664
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 10 (4456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1580.350000 sec): 2 clusters
  Score: Raw -432862.621561 + Penalty 1365.326102 = -431497.295459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1580.360000 sec): 3 clusters
  Score: Raw -430561.984725 + Penalty 2730.652204 = -427831.332521
  nChanged 1770
		SP:Iteration 1F (1580.380000 sec): 3 clusters
  Score: Raw -431549.898459 + Penalty 2730.652204 = -428819.246255
  nChanged 316
		SP:Iteration 2F (1580.390000 sec): 3 clusters
  Score: Raw -431709.558253 + Penalty 2730.652204 = -428978.906049
  nChanged 219
		SP:Iteration 3Q (1580.400000 sec): 3 clusters
  Score: Raw -431840.715518 + Penalty 2730.652204 = -429110.063314
  nChanged 176
		SP:Iteration 4Q (1580.410000 sec): 3 clusters
  Score: Raw -431934.079356 + Penalty 2730.652204 = -429203.427152
  nChanged 163
		SP:Iteration 5Q (1580.420000 sec): 3 clusters
  Score: Raw -432026.951740 + Penalty 2730.652204 = -429296.299536
  nChanged 153
		SP:Iteration 6Q (1580.440000 sec): 3 clusters
  Score: Raw -432112.107008 + Penalty 2730.652204 = -429381.454804
  nChanged 158
		SP:Iteration 7Q (1580.450000 sec): 3 clusters
  Score: Raw -432203.391369 + Penalty 2730.652204 = -429472.739165
  nChanged 154
		SP:Iteration 8Q (1580.460000 sec): 3 clusters
  Score: Raw -432330.181475 + Penalty 2730.652204 = -429599.529271
  nChanged 189
		SP:Iteration 9Q (1580.470000 sec): 3 clusters
  Score: Raw -432551.490979 + Penalty 2730.652204 = -429820.838775
  nChanged 217
		SP:Iteration 10Q (1580.480000 sec): 3 clusters
  Score: Raw -432818.912266 + Penalty 2730.652204 = -430088.260062
  nChanged 253
		SP:Iteration 11F (1580.490000 sec): 3 clusters
  Score: Raw -433111.679085 + Penalty 2730.652204 = -430381.026881
  nChanged 246
		SP:Iteration 12F (1580.500000 sec): 3 clusters
  Score: Raw -433358.171265 + Penalty 2730.652204 = -430627.519061
  nChanged 203
		SP:Iteration 13Q (1580.520000 sec): 3 clusters
  Score: Raw -433503.003083 + Penalty 2730.652204 = -430772.350879
  nChanged 125
		SP:Iteration 14Q (1580.530000 sec): 3 clusters
  Score: Raw -433584.750747 + Penalty 2730.652204 = -430854.098543
  nChanged 88
		SP:Iteration 15Q (1580.540000 sec): 3 clusters
  Score: Raw -433645.070020 + Penalty 2730.652204 = -430914.417816
  nChanged 85
		SP:Iteration 16Q (1580.550000 sec): 3 clusters
  Score: Raw -433703.098546 + Penalty 2730.652204 = -430972.446342
  nChanged 66
		SP:Iteration 17Q (1580.560000 sec): 3 clusters
  Score: Raw -433737.802383 + Penalty 2730.652204 = -431007.150179
  nChanged 36
		SP:Iteration 18Q (1580.570000 sec): 3 clusters
  Score: Raw -433753.402376 + Penalty 2730.652204 = -431022.750172
  nChanged 27
		SP:Iteration 19Q (1580.580000 sec): 3 clusters
  Score: Raw -433763.974151 + Penalty 2730.652204 = -431033.321947
  nChanged 26
		SP:Iteration 20F (1580.590000 sec): 3 clusters
  Score: Raw -433773.982762 + Penalty 2730.652204 = -431043.330558
  nChanged 18
		SP:Iteration 21Q (1580.600000 sec): 3 clusters
  Score: Raw -433782.805011 + Penalty 2730.652204 = -431052.152807
  nChanged 17
		SP:Iteration 22Q (1580.610000 sec): 3 clusters
  Score: Raw -433786.654087 + Penalty 2730.652204 = -431056.001883
  nChanged 4
		SP:Iteration 23Q (1580.620000 sec): 3 clusters
  Score: Raw -433788.026847 + Penalty 2730.652204 = -431057.374643
  nChanged 4
		SP:Iteration 24Q (1580.630000 sec): 3 clusters
  Score: Raw -433789.007647 + Penalty 2730.652204 = -431058.355443
  nChanged 5
		SP:Iteration 25Q (1580.650000 sec): 3 clusters
  Score: Raw -433791.937960 + Penalty 2730.652204 = -431061.285756
  nChanged 7
		SP:Iteration 26Q (1580.660000 sec): 3 clusters
  Score: Raw -433795.580898 + Penalty 2730.652204 = -431064.928694
  nChanged 9
		SP:Iteration 27Q (1580.670000 sec): 3 clusters
  Score: Raw -433798.556537 + Penalty 2730.652204 = -431067.904333
  nChanged 8
		SP:Iteration 28Q (1580.680000 sec): 3 clusters
  Score: Raw -433800.463269 + Penalty 2730.652204 = -431069.811065
  nChanged 5
		SP:Iteration 29Q (1580.690000 sec): 3 clusters
  Score: Raw -433801.952285 + Penalty 2730.652204 = -431071.300081
  nChanged 6
		SP:Iteration 30Q (1580.700000 sec): 3 clusters
  Score: Raw -433803.451131 + Penalty 2730.652204 = -431072.798927
  nChanged 8
		SP:Iteration 31Q (1580.710000 sec): 3 clusters
  Score: Raw -433805.813767 + Penalty 2730.652204 = -431075.161563
  nChanged 7
		SP:Iteration 32Q (1580.720000 sec): 3 clusters
  Score: Raw -433807.828777 + Penalty 2730.652204 = -431077.176573
  nChanged 4
		SP:Iteration 33Q (1580.730000 sec): 3 clusters
  Score: Raw -433809.809418 + Penalty 2730.652204 = -431079.157214
  nChanged 7
		SP:Iteration 34Q (1580.740000 sec): 3 clusters
  Score: Raw -433811.911076 + Penalty 2730.652204 = -431081.258872
  nChanged 6
		SP:Iteration 35Q (1580.750000 sec): 3 clusters
  Score: Raw -433814.186612 + Penalty 2730.652204 = -431083.534408
  nChanged 6
		SP:Iteration 36Q (1580.760000 sec): 3 clusters
  Score: Raw -433816.989453 + Penalty 2730.652204 = -431086.337249
  nChanged 12
		SP:Iteration 37Q (1580.770000 sec): 3 clusters
  Score: Raw -433821.863979 + Penalty 2730.652204 = -431091.211775
  nChanged 9
		SP:Iteration 38Q (1580.780000 sec): 3 clusters
  Score: Raw -433825.795066 + Penalty 2730.652204 = -431095.142862
  nChanged 16
		SP:Iteration 39Q (1580.790000 sec): 3 clusters
  Score: Raw -433831.758209 + Penalty 2730.652204 = -431101.106005
  nChanged 16
		SP:Iteration 40F (1580.810000 sec): 3 clusters
  Score: Raw -433838.205281 + Penalty 2730.652204 = -431107.553077
  nChanged 17
		SP:Iteration 41Q (1580.810000 sec): 3 clusters
  Score: Raw -433844.386138 + Penalty 2730.652204 = -431113.733933
  nChanged 11
		SP:Iteration 42Q (1580.830000 sec): 3 clusters
  Score: Raw -433847.390312 + Penalty 2730.652204 = -431116.738108
  nChanged 9
		SP:Iteration 43Q (1580.830000 sec): 3 clusters
  Score: Raw -433849.874252 + Penalty 2730.652204 = -431119.222048
  nChanged 12
		SP:Iteration 44Q (1580.850000 sec): 3 clusters
  Score: Raw -433853.404444 + Penalty 2730.652204 = -431122.752240
  nChanged 7
		SP:Iteration 45Q (1580.850000 sec): 3 clusters
  Score: Raw -433855.435174 + Penalty 2730.652204 = -431124.782970
  nChanged 6
		SP:Iteration 46Q (1580.860000 sec): 3 clusters
  Score: Raw -433857.029219 + Penalty 2730.652204 = -431126.377015
  nChanged 7
		SP:Iteration 47Q (1580.870000 sec): 3 clusters
  Score: Raw -433858.913446 + Penalty 2730.652204 = -431128.261242
  nChanged 4
		SP:Iteration 48Q (1580.880000 sec): 3 clusters
  Score: Raw -433859.857802 + Penalty 2730.652204 = -431129.205598
  nChanged 3
		SP:Iteration 49Q (1580.890000 sec): 3 clusters
  Score: Raw -433860.366812 + Penalty 2730.652204 = -431129.714608
  nChanged 2
		SP:Iteration 50Q (1580.900000 sec): 3 clusters
  Score: Raw -433860.609625 + Penalty 2730.652204 = -431129.957421
  nChanged 1
		SP:Iteration 51Q (1580.910000 sec): 3 clusters
  Score: Raw -433860.875426 + Penalty 2730.652204 = -431130.223222
  nChanged 0
		SP:Iteration 52F (1580.930000 sec): 3 clusters
  Score: Raw -433860.875426 + Penalty 2730.652204 = -431130.223222
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 11 (22918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1581.000000 sec): 2 clusters
  Score: Raw -2315551.385916 + Penalty 1631.447660 = -2313919.938256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1581.060000 sec): 3 clusters
  Score: Raw -2301598.986031 + Penalty 3262.895320 = -2298336.090711
  nChanged 10416
		SP:Iteration 1F (1581.130000 sec): 3 clusters
  Score: Raw -2307445.137603 + Penalty 3262.895320 = -2304182.242284
  nChanged 1163
		SP:Iteration 2F (1581.190000 sec): 3 clusters
  Score: Raw -2307947.555223 + Penalty 3262.895320 = -2304684.659903
  nChanged 1204
		SP:Iteration 3F (1581.250000 sec): 3 clusters
  Score: Raw -2308536.439932 + Penalty 3262.895320 = -2305273.544613
  nChanged 1213
		SP:Iteration 4F (1581.320000 sec): 3 clusters
  Score: Raw -2309265.134944 + Penalty 3262.895320 = -2306002.239624
  nChanged 1297
		SP:Iteration 5F (1581.380000 sec): 3 clusters
  Score: Raw -2310163.529376 + Penalty 3262.895320 = -2306900.634056
  nChanged 1398
		SP:Iteration 6F (1581.440000 sec): 3 clusters
  Score: Raw -2311232.192516 + Penalty 3262.895320 = -2307969.297196
  nChanged 1397
		SP:Iteration 7F (1581.500000 sec): 3 clusters
  Score: Raw -2312388.256740 + Penalty 3262.895320 = -2309125.361420
  nChanged 1275
		SP:Iteration 8F (1581.560000 sec): 3 clusters
  Score: Raw -2313503.141520 + Penalty 3262.895320 = -2310240.246200
  nChanged 968
		SP:Iteration 9Q (1581.620000 sec): 3 clusters
  Score: Raw -2314312.301580 + Penalty 3262.895320 = -2311049.406260
  nChanged 675
		SP:Iteration 10Q (1581.670000 sec): 3 clusters
  Score: Raw -2314835.664227 + Penalty 3262.895320 = -2311572.768907
  nChanged 454
		SP:Iteration 11Q (1581.730000 sec): 3 clusters
  Score: Raw -2315175.207442 + Penalty 3262.895320 = -2311912.312122
  nChanged 285
		SP:Iteration 12Q (1581.780000 sec): 3 clusters
  Score: Raw -2315377.841501 + Penalty 3262.895320 = -2312114.946181
  nChanged 180
		SP:Iteration 13Q (1581.830000 sec): 3 clusters
  Score: Raw -2315511.452921 + Penalty 3262.895320 = -2312248.557601
  nChanged 122
		SP:Iteration 14Q (1581.870000 sec): 3 clusters
  Score: Raw -2315602.602921 + Penalty 3262.895320 = -2312339.707601
  nChanged 79
		SP:Iteration 15Q (1581.920000 sec): 3 clusters
  Score: Raw -2315653.225157 + Penalty 3262.895320 = -2312390.329837
  nChanged 52
		SP:Iteration 16Q (1581.970000 sec): 3 clusters
  Score: Raw -2315689.989397 + Penalty 3262.895320 = -2312427.094078
  nChanged 36
		SP:Iteration 17Q (1582.010000 sec): 3 clusters
  Score: Raw -2315717.985078 + Penalty 3262.895320 = -2312455.089758
  nChanged 27
		SP:Iteration 18Q (1582.050000 sec): 3 clusters
  Score: Raw -2315739.417292 + Penalty 3262.895320 = -2312476.521972
  nChanged 22
		SP:Iteration 19Q (1582.100000 sec): 3 clusters
  Score: Raw -2315752.499960 + Penalty 3262.895320 = -2312489.604641
  nChanged 15
		SP:Iteration 20F (1582.160000 sec): 3 clusters
  Score: Raw -2315762.663810 + Penalty 3262.895320 = -2312499.768490
  nChanged 6
		SP:Iteration 21Q (1582.210000 sec): 3 clusters
  Score: Raw -2315767.024483 + Penalty 3262.895320 = -2312504.129163
  nChanged 5
		SP:Iteration 22Q (1582.250000 sec): 3 clusters
  Score: Raw -2315769.930431 + Penalty 3262.895320 = -2312507.035111
  nChanged 4
		SP:Iteration 23Q (1582.300000 sec): 3 clusters
  Score: Raw -2315771.980489 + Penalty 3262.895320 = -2312509.085169
  nChanged 1
		SP:Iteration 24Q (1582.340000 sec): 3 clusters
  Score: Raw -2315772.406336 + Penalty 3262.895320 = -2312509.511016
  nChanged 0
		SP:Iteration 25F (1582.400000 sec): 3 clusters
  Score: Raw -2315772.406336 + Penalty 3262.895320 = -2312509.511016
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 12 (64995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1582.620000 sec): 2 clusters
  Score: Raw -6648848.341038 + Penalty 1800.835664 = -6647047.505374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1582.810000 sec): 3 clusters
  Score: Raw -6607266.853594 + Penalty 3601.671327 = -6603665.182266
  nChanged 30818
		SP:Iteration 1F (1582.990000 sec): 3 clusters
  Score: Raw -6625703.950634 + Penalty 3601.671327 = -6622102.279307
  nChanged 3291
		SP:Iteration 2F (1583.170000 sec): 3 clusters
  Score: Raw -6627379.694454 + Penalty 3601.671327 = -6623778.023126
  nChanged 4012
		SP:Iteration 3F (1583.350000 sec): 3 clusters
  Score: Raw -6630069.326128 + Penalty 3601.671327 = -6626467.654801
  nChanged 4958
		SP:Iteration 4F (1583.530000 sec): 3 clusters
  Score: Raw -6633909.751449 + Penalty 3601.671327 = -6630308.080122
  nChanged 5150
		SP:Iteration 5F (1583.710000 sec): 3 clusters
  Score: Raw -6638053.986832 + Penalty 3601.671327 = -6634452.315504
  nChanged 4514
		SP:Iteration 6F (1583.890000 sec): 3 clusters
  Score: Raw -6641951.645214 + Penalty 3601.671327 = -6638349.973886
  nChanged 3397
		SP:Iteration 7F (1584.070000 sec): 3 clusters
  Score: Raw -6644994.763929 + Penalty 3601.671327 = -6641393.092601
  nChanged 2283
		SP:Iteration 8Q (1584.250000 sec): 3 clusters
  Score: Raw -6646942.071175 + Penalty 3601.671327 = -6643340.399848
  nChanged 1569
		SP:Iteration 9Q (1584.410000 sec): 3 clusters
  Score: Raw -6648159.305328 + Penalty 3601.671327 = -6644557.634000
  nChanged 1210
		SP:Iteration 10Q (1584.580000 sec): 3 clusters
  Score: Raw -6649010.879282 + Penalty 3601.671327 = -6645409.207955
  nChanged 970
		SP:Iteration 11Q (1584.740000 sec): 3 clusters
  Score: Raw -6649628.783641 + Penalty 3601.671327 = -6646027.112314
  nChanged 809
		SP:Iteration 12Q (1584.890000 sec): 3 clusters
  Score: Raw -6650077.183512 + Penalty 3601.671327 = -6646475.512185
  nChanged 657
		SP:Iteration 13Q (1585.040000 sec): 3 clusters
  Score: Raw -6650386.385461 + Penalty 3601.671327 = -6646784.714134
  nChanged 536
		SP:Iteration 14Q (1585.190000 sec): 3 clusters
  Score: Raw -6650587.236978 + Penalty 3601.671327 = -6646985.565650
  nChanged 406
		SP:Iteration 15Q (1585.330000 sec): 3 clusters
  Score: Raw -6650725.519186 + Penalty 3601.671327 = -6647123.847858
  nChanged 369
		SP:Iteration 16Q (1585.480000 sec): 3 clusters
  Score: Raw -6650839.799038 + Penalty 3601.671327 = -6647238.127711
  nChanged 312
		SP:Iteration 17Q (1585.630000 sec): 3 clusters
  Score: Raw -6650924.503721 + Penalty 3601.671327 = -6647322.832394
  nChanged 255
		SP:Iteration 18Q (1585.770000 sec): 3 clusters
  Score: Raw -6650985.952962 + Penalty 3601.671327 = -6647384.281635
  nChanged 227
		SP:Iteration 19Q (1585.910000 sec): 3 clusters
  Score: Raw -6651034.033732 + Penalty 3601.671327 = -6647432.362404
  nChanged 176
		SP:Iteration 20F (1586.090000 sec): 3 clusters
  Score: Raw -6651068.600810 + Penalty 3601.671327 = -6647466.929483
  nChanged 153
		SP:Iteration 21Q (1586.240000 sec): 3 clusters
  Score: Raw -6651098.126061 + Penalty 3601.671327 = -6647496.454733
  nChanged 133
		SP:Iteration 22Q (1586.380000 sec): 3 clusters
  Score: Raw -6651118.960027 + Penalty 3601.671327 = -6647517.288700
  nChanged 103
		SP:Iteration 23Q (1586.520000 sec): 3 clusters
  Score: Raw -6651135.063186 + Penalty 3601.671327 = -6647533.391859
  nChanged 95
		SP:Iteration 24Q (1586.670000 sec): 3 clusters
  Score: Raw -6651148.895143 + Penalty 3601.671327 = -6647547.223815
  nChanged 89
		SP:Iteration 25Q (1586.810000 sec): 3 clusters
  Score: Raw -6651162.080458 + Penalty 3601.671327 = -6647560.409131
  nChanged 69
		SP:Iteration 26Q (1586.960000 sec): 3 clusters
  Score: Raw -6651170.532244 + Penalty 3601.671327 = -6647568.860917
  nChanged 57
		SP:Iteration 27Q (1587.100000 sec): 3 clusters
  Score: Raw -6651176.549023 + Penalty 3601.671327 = -6647574.877695
  nChanged 46
		SP:Iteration 28Q (1587.240000 sec): 3 clusters
  Score: Raw -6651181.455273 + Penalty 3601.671327 = -6647579.783945
  nChanged 30
		SP:Iteration 29Q (1587.390000 sec): 3 clusters
  Score: Raw -6651184.114609 + Penalty 3601.671327 = -6647582.443282
  nChanged 23
		SP:Iteration 30Q (1587.530000 sec): 3 clusters
  Score: Raw -6651186.099702 + Penalty 3601.671327 = -6647584.428374
  nChanged 15
		SP:Iteration 31Q (1587.670000 sec): 3 clusters
  Score: Raw -6651187.135303 + Penalty 3601.671327 = -6647585.463975
  nChanged 14
		SP:Iteration 32Q (1587.820000 sec): 3 clusters
  Score: Raw -6651188.402714 + Penalty 3601.671327 = -6647586.731387
  nChanged 21
		SP:Iteration 33Q (1587.960000 sec): 3 clusters
  Score: Raw -6651189.871029 + Penalty 3601.671327 = -6647588.199702
  nChanged 14
		SP:Iteration 34Q (1588.100000 sec): 3 clusters
  Score: Raw -6651191.031538 + Penalty 3601.671327 = -6647589.360210
  nChanged 19
		SP:Iteration 35Q (1588.240000 sec): 3 clusters
  Score: Raw -6651192.674533 + Penalty 3601.671327 = -6647591.003206
  nChanged 18
		SP:Iteration 36Q (1588.370000 sec): 3 clusters
  Score: Raw -6651195.110676 + Penalty 3601.671327 = -6647593.439348
  nChanged 21
		SP:Iteration 37Q (1588.510000 sec): 3 clusters
  Score: Raw -6651198.010582 + Penalty 3601.671327 = -6647596.339254
  nChanged 18
		SP:Iteration 38Q (1588.650000 sec): 3 clusters
  Score: Raw -6651199.869064 + Penalty 3601.671327 = -6647598.197737
  nChanged 15
		SP:Iteration 39Q (1588.790000 sec): 3 clusters
  Score: Raw -6651201.572086 + Penalty 3601.671327 = -6647599.900758
  nChanged 18
		SP:Iteration 40F (1588.970000 sec): 3 clusters
  Score: Raw -6651203.548268 + Penalty 3601.671327 = -6647601.876941
  nChanged 24
		SP:Iteration 41Q (1589.110000 sec): 3 clusters
  Score: Raw -6651205.903229 + Penalty 3601.671327 = -6647604.231901
  nChanged 18
		SP:Iteration 42Q (1589.250000 sec): 3 clusters
  Score: Raw -6651207.467318 + Penalty 3601.671327 = -6647605.795991
  nChanged 13
		SP:Iteration 43Q (1589.390000 sec): 3 clusters
  Score: Raw -6651208.551439 + Penalty 3601.671327 = -6647606.880112
  nChanged 9
		SP:Iteration 44Q (1589.530000 sec): 3 clusters
  Score: Raw -6651209.303939 + Penalty 3601.671327 = -6647607.632611
  nChanged 8
		SP:Iteration 45Q (1589.670000 sec): 3 clusters
  Score: Raw -6651209.903837 + Penalty 3601.671327 = -6647608.232509
  nChanged 10
		SP:Iteration 46Q (1589.810000 sec): 3 clusters
  Score: Raw -6651210.577020 + Penalty 3601.671327 = -6647608.905692
  nChanged 8
		SP:Iteration 47Q (1589.950000 sec): 3 clusters
  Score: Raw -6651211.126670 + Penalty 3601.671327 = -6647609.455342
  nChanged 4
		SP:Iteration 48Q (1590.090000 sec): 3 clusters
  Score: Raw -6651211.392184 + Penalty 3601.671327 = -6647609.720856
  nChanged 4
		SP:Iteration 49Q (1590.230000 sec): 3 clusters
  Score: Raw -6651211.657094 + Penalty 3601.671327 = -6647609.985767
  nChanged 3
		SP:Iteration 50Q (1590.360000 sec): 3 clusters
  Score: Raw -6651211.823364 + Penalty 3601.671327 = -6647610.152037
  nChanged 3
		SP:Iteration 51Q (1590.500000 sec): 3 clusters
  Score: Raw -6651212.034082 + Penalty 3601.671327 = -6647610.362755
  nChanged 2
		SP:Iteration 52Q (1590.640000 sec): 3 clusters
  Score: Raw -6651212.126196 + Penalty 3601.671327 = -6647610.454868
  nChanged 0
		SP:Iteration 53F (1590.820000 sec): 3 clusters
  Score: Raw -6651212.126196 + Penalty 3601.671327 = -6647610.454868
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (6380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1590.900000 sec): 2 clusters
  Score: Raw -626565.106002 + Penalty 1423.650049 = -625141.455953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1590.920000 sec): 3 clusters
  Score: Raw -623102.254220 + Penalty 2847.300097 = -620254.954123
  nChanged 2701
		SP:Iteration 1F (1590.930000 sec): 3 clusters
  Score: Raw -624645.269992 + Penalty 2847.300097 = -621797.969895
  nChanged 427
		SP:Iteration 2F (1590.950000 sec): 3 clusters
  Score: Raw -624841.806214 + Penalty 2847.300097 = -621994.506117
  nChanged 312
		SP:Iteration 3Q (1590.960000 sec): 3 clusters
  Score: Raw -624985.301525 + Penalty 2847.300097 = -622138.001427
  nChanged 261
		SP:Iteration 4Q (1590.980000 sec): 3 clusters
  Score: Raw -625099.171421 + Penalty 2847.300097 = -622251.871324
  nChanged 242
		SP:Iteration 5Q (1591.000000 sec): 3 clusters
  Score: Raw -625208.782842 + Penalty 2847.300097 = -622361.482745
  nChanged 231
		SP:Iteration 6Q (1591.020000 sec): 3 clusters
  Score: Raw -625321.489374 + Penalty 2847.300097 = -622474.189277
  nChanged 241
		SP:Iteration 7Q (1591.030000 sec): 3 clusters
  Score: Raw -625440.559024 + Penalty 2847.300097 = -622593.258926
  nChanged 264
		SP:Iteration 8Q (1591.050000 sec): 3 clusters
  Score: Raw -625593.013783 + Penalty 2847.300097 = -622745.713685
  nChanged 254
		SP:Iteration 9Q (1591.060000 sec): 3 clusters
  Score: Raw -625731.754795 + Penalty 2847.300097 = -622884.454698
  nChanged 235
		SP:Iteration 10Q (1591.080000 sec): 3 clusters
  Score: Raw -625857.665567 + Penalty 2847.300097 = -623010.365469
  nChanged 198
		SP:Iteration 11Q (1591.100000 sec): 3 clusters
  Score: Raw -625963.640999 + Penalty 2847.300097 = -623116.340902
  nChanged 178
		SP:Iteration 12Q (1591.110000 sec): 3 clusters
  Score: Raw -626050.499859 + Penalty 2847.300097 = -623203.199761
  nChanged 144
		SP:Iteration 13Q (1591.130000 sec): 3 clusters
  Score: Raw -626130.830856 + Penalty 2847.300097 = -623283.530759
  nChanged 125
		SP:Iteration 14Q (1591.150000 sec): 3 clusters
  Score: Raw -626201.970953 + Penalty 2847.300097 = -623354.670856
  nChanged 113
		SP:Iteration 15Q (1591.160000 sec): 3 clusters
  Score: Raw -626272.194126 + Penalty 2847.300097 = -623424.894029
  nChanged 130
		SP:Iteration 16Q (1591.180000 sec): 3 clusters
  Score: Raw -626354.327403 + Penalty 2847.300097 = -623507.027305
  nChanged 101
		SP:Iteration 17Q (1591.200000 sec): 3 clusters
  Score: Raw -626421.048955 + Penalty 2847.300097 = -623573.748857
  nChanged 87
		SP:Iteration 18Q (1591.210000 sec): 3 clusters
  Score: Raw -626472.809344 + Penalty 2847.300097 = -623625.509247
  nChanged 70
		SP:Iteration 19Q (1591.230000 sec): 3 clusters
  Score: Raw -626517.216811 + Penalty 2847.300097 = -623669.916714
  nChanged 62
		SP:Iteration 20F (1591.240000 sec): 3 clusters
  Score: Raw -626562.501121 + Penalty 2847.300097 = -623715.201024
  nChanged 48
		SP:Iteration 21Q (1591.260000 sec): 3 clusters
  Score: Raw -626592.407901 + Penalty 2847.300097 = -623745.107804
  nChanged 31
		SP:Iteration 22Q (1591.270000 sec): 3 clusters
  Score: Raw -626615.416472 + Penalty 2847.300097 = -623768.116374
  nChanged 36
		SP:Iteration 23Q (1591.290000 sec): 3 clusters
  Score: Raw -626640.988851 + Penalty 2847.300097 = -623793.688754
  nChanged 21
		SP:Iteration 24Q (1591.300000 sec): 3 clusters
  Score: Raw -626658.747339 + Penalty 2847.300097 = -623811.447242
  nChanged 15
		SP:Iteration 25Q (1591.320000 sec): 3 clusters
  Score: Raw -626667.506336 + Penalty 2847.300097 = -623820.206239
  nChanged 12
		SP:Iteration 26Q (1591.330000 sec): 3 clusters
  Score: Raw -626675.153727 + Penalty 2847.300097 = -623827.853629
  nChanged 11
		SP:Iteration 27Q (1591.350000 sec): 3 clusters
  Score: Raw -626682.142770 + Penalty 2847.300097 = -623834.842673
  nChanged 4
		SP:Iteration 28Q (1591.360000 sec): 3 clusters
  Score: Raw -626684.845229 + Penalty 2847.300097 = -623837.545132
  nChanged 7
		SP:Iteration 29Q (1591.380000 sec): 3 clusters
  Score: Raw -626688.932960 + Penalty 2847.300097 = -623841.632863
  nChanged 9
		SP:Iteration 30Q (1591.390000 sec): 3 clusters
  Score: Raw -626695.498599 + Penalty 2847.300097 = -623848.198502
  nChanged 8
		SP:Iteration 31Q (1591.400000 sec): 3 clusters
  Score: Raw -626700.566925 + Penalty 2847.300097 = -623853.266827
  nChanged 9
		SP:Iteration 32Q (1591.420000 sec): 3 clusters
  Score: Raw -626707.819853 + Penalty 2847.300097 = -623860.519756
  nChanged 8
		SP:Iteration 33Q (1591.430000 sec): 3 clusters
  Score: Raw -626713.700964 + Penalty 2847.300097 = -623866.400867
  nChanged 7
		SP:Iteration 34Q (1591.450000 sec): 3 clusters
  Score: Raw -626719.006167 + Penalty 2847.300097 = -623871.706069
  nChanged 6
		SP:Iteration 35Q (1591.460000 sec): 3 clusters
  Score: Raw -626725.523457 + Penalty 2847.300097 = -623878.223360
  nChanged 8
		SP:Iteration 36Q (1591.480000 sec): 3 clusters
  Score: Raw -626733.117265 + Penalty 2847.300097 = -623885.817167
  nChanged 5
		SP:Iteration 37Q (1591.490000 sec): 3 clusters
  Score: Raw -626736.271103 + Penalty 2847.300097 = -623888.971005
  nChanged 1
		SP:Iteration 38Q (1591.500000 sec): 3 clusters
  Score: Raw -626736.596739 + Penalty 2847.300097 = -623889.296641
  nChanged 1
		SP:Iteration 39Q (1591.520000 sec): 3 clusters
  Score: Raw -626736.754474 + Penalty 2847.300097 = -623889.454376
  nChanged 0
		SP:Iteration 40F (1591.540000 sec): 3 clusters
  Score: Raw -626736.754474 + Penalty 2847.300097 = -623889.454376
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 14 (5889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1591.560000 sec): 2 clusters
  Score: Raw -589429.582769 + Penalty 1410.636741 = -588018.946028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1591.570000 sec): 3 clusters
  Score: Raw -586321.027630 + Penalty 2821.273482 = -583499.754148
  nChanged 2358
		SP:Iteration 1F (1591.580000 sec): 3 clusters
  Score: Raw -587503.979463 + Penalty 2821.273482 = -584682.705981
  nChanged 361
		SP:Iteration 2F (1591.600000 sec): 3 clusters
  Score: Raw -587691.639056 + Penalty 2821.273482 = -584870.365574
  nChanged 303
		SP:Iteration 3F (1591.620000 sec): 3 clusters
  Score: Raw -587853.749619 + Penalty 2821.273482 = -585032.476137
  nChanged 276
		SP:Iteration 4Q (1591.630000 sec): 3 clusters
  Score: Raw -587995.835583 + Penalty 2821.273482 = -585174.562101
  nChanged 248
		SP:Iteration 5Q (1591.650000 sec): 3 clusters
  Score: Raw -588135.770822 + Penalty 2821.273482 = -585314.497340
  nChanged 260
		SP:Iteration 6Q (1591.660000 sec): 3 clusters
  Score: Raw -588297.114276 + Penalty 2821.273482 = -585475.840794
  nChanged 273
		SP:Iteration 7Q (1591.680000 sec): 3 clusters
  Score: Raw -588497.939917 + Penalty 2821.273482 = -585676.666435
  nChanged 316
		SP:Iteration 8F (1591.690000 sec): 3 clusters
  Score: Raw -588739.442649 + Penalty 2821.273482 = -585918.169167
  nChanged 304
		SP:Iteration 9F (1591.710000 sec): 3 clusters
  Score: Raw -588988.745860 + Penalty 2821.273482 = -586167.472378
  nChanged 248
		SP:Iteration 10Q (1591.720000 sec): 3 clusters
  Score: Raw -589190.525976 + Penalty 2821.273482 = -586369.252494
  nChanged 191
		SP:Iteration 11Q (1591.740000 sec): 3 clusters
  Score: Raw -589353.898244 + Penalty 2821.273482 = -586532.624762
  nChanged 165
		SP:Iteration 12Q (1591.750000 sec): 3 clusters
  Score: Raw -589501.251562 + Penalty 2821.273482 = -586679.978080
  nChanged 147
		SP:Iteration 13Q (1591.770000 sec): 3 clusters
  Score: Raw -589666.164563 + Penalty 2821.273482 = -586844.891081
  nChanged 103
		SP:Iteration 14Q (1591.780000 sec): 3 clusters
  Score: Raw -589777.646453 + Penalty 2821.273482 = -586956.372971
  nChanged 80
		SP:Iteration 15Q (1591.790000 sec): 3 clusters
  Score: Raw -589858.514445 + Penalty 2821.273482 = -587037.240963
  nChanged 59
		SP:Iteration 16Q (1591.810000 sec): 3 clusters
  Score: Raw -589915.082014 + Penalty 2821.273482 = -587093.808532
  nChanged 40
		SP:Iteration 17Q (1591.820000 sec): 3 clusters
  Score: Raw -589941.362248 + Penalty 2821.273482 = -587120.088766
  nChanged 20
		SP:Iteration 18Q (1591.830000 sec): 3 clusters
  Score: Raw -589952.343806 + Penalty 2821.273482 = -587131.070324
  nChanged 18
		SP:Iteration 19Q (1591.840000 sec): 3 clusters
  Score: Raw -589960.617104 + Penalty 2821.273482 = -587139.343622
  nChanged 7
		SP:Iteration 20F (1591.860000 sec): 3 clusters
  Score: Raw -589963.732661 + Penalty 2821.273482 = -587142.459179
  nChanged 5
		SP:Iteration 21Q (1591.870000 sec): 3 clusters
  Score: Raw -589965.087142 + Penalty 2821.273482 = -587143.813660
  nChanged 2
		SP:Iteration 22Q (1591.880000 sec): 3 clusters
  Score: Raw -589965.881772 + Penalty 2821.273482 = -587144.608290
  nChanged 1
		SP:Iteration 23Q (1591.900000 sec): 3 clusters
  Score: Raw -589966.409821 + Penalty 2821.273482 = -587145.136339
  nChanged 1
		SP:Iteration 24Q (1591.910000 sec): 3 clusters
  Score: Raw -589966.719772 + Penalty 2821.273482 = -587145.446290
  nChanged 1
		SP:Iteration 25Q (1591.920000 sec): 3 clusters
  Score: Raw -589966.908433 + Penalty 2821.273482 = -587145.634951
  nChanged 0
		SP:Iteration 26F (1591.940000 sec): 3 clusters
  Score: Raw -589966.908433 + Penalty 2821.273482 = -587145.634951
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 15 (2623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1591.950000 sec): 2 clusters
  Score: Raw -235580.284198 + Penalty 1279.212022 = -234301.072177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1591.960000 sec): 3 clusters
  Score: Raw -234412.227796 + Penalty 2558.424043 = -231853.803752
  nChanged 988
		SP:Iteration 1F (1591.960000 sec): 3 clusters
  Score: Raw -235090.231841 + Penalty 2558.424043 = -232531.807797
  nChanged 244
		SP:Iteration 2F (1591.970000 sec): 3 clusters
  Score: Raw -235303.765406 + Penalty 2558.424043 = -232745.341362
  nChanged 182
		SP:Iteration 3F (1591.980000 sec): 3 clusters
  Score: Raw -235480.188929 + Penalty 2558.424043 = -232921.764886
  nChanged 156
		SP:Iteration 4F (1591.980000 sec): 3 clusters
  Score: Raw -235646.540964 + Penalty 2558.424043 = -233088.116920
  nChanged 115
		SP:Iteration 5Q (1591.990000 sec): 3 clusters
  Score: Raw -235749.235114 + Penalty 2558.424043 = -233190.811070
  nChanged 97
		SP:Iteration 6Q (1592.000000 sec): 3 clusters
  Score: Raw -235825.255202 + Penalty 2558.424043 = -233266.831158
  nChanged 66
		SP:Iteration 7Q (1592.000000 sec): 3 clusters
  Score: Raw -235868.655750 + Penalty 2558.424043 = -233310.231706
  nChanged 43
		SP:Iteration 8Q (1592.010000 sec): 3 clusters
  Score: Raw -235893.052445 + Penalty 2558.424043 = -233334.628401
  nChanged 29
		SP:Iteration 9Q (1592.020000 sec): 3 clusters
  Score: Raw -235912.112783 + Penalty 2558.424043 = -233353.688739
  nChanged 26
		SP:Iteration 10Q (1592.020000 sec): 3 clusters
  Score: Raw -235927.513419 + Penalty 2558.424043 = -233369.089376
  nChanged 18
		SP:Iteration 11Q (1592.030000 sec): 3 clusters
  Score: Raw -235936.923095 + Penalty 2558.424043 = -233378.499051
  nChanged 17
		SP:Iteration 12Q (1592.040000 sec): 3 clusters
  Score: Raw -235944.670735 + Penalty 2558.424043 = -233386.246692
  nChanged 14
		SP:Iteration 13Q (1592.040000 sec): 3 clusters
  Score: Raw -235951.602074 + Penalty 2558.424043 = -233393.178031
  nChanged 15
		SP:Iteration 14Q (1592.050000 sec): 3 clusters
  Score: Raw -235961.312780 + Penalty 2558.424043 = -233402.888736
  nChanged 14
		SP:Iteration 15Q (1592.060000 sec): 3 clusters
  Score: Raw -235968.556366 + Penalty 2558.424043 = -233410.132322
  nChanged 8
		SP:Iteration 16Q (1592.060000 sec): 3 clusters
  Score: Raw -235972.090154 + Penalty 2558.424043 = -233413.666110
  nChanged 7
		SP:Iteration 17Q (1592.070000 sec): 3 clusters
  Score: Raw -235975.909312 + Penalty 2558.424043 = -233417.485269
  nChanged 4
		SP:Iteration 18Q (1592.070000 sec): 3 clusters
  Score: Raw -235977.825686 + Penalty 2558.424043 = -233419.401642
  nChanged 3
		SP:Iteration 19Q (1592.080000 sec): 3 clusters
  Score: Raw -235979.146784 + Penalty 2558.424043 = -233420.722741
  nChanged 3
		SP:Iteration 20F (1592.090000 sec): 3 clusters
  Score: Raw -235980.308553 + Penalty 2558.424043 = -233421.884510
  nChanged 2
		SP:Iteration 21Q (1592.090000 sec): 3 clusters
  Score: Raw -235981.357109 + Penalty 2558.424043 = -233422.933065
  nChanged 4
		SP:Iteration 22Q (1592.100000 sec): 3 clusters
  Score: Raw -235982.776882 + Penalty 2558.424043 = -233424.352838
  nChanged 5
		SP:Iteration 23Q (1592.100000 sec): 3 clusters
  Score: Raw -235984.438835 + Penalty 2558.424043 = -233426.014792
  nChanged 5
		SP:Iteration 24Q (1592.110000 sec): 3 clusters
  Score: Raw -235987.301097 + Penalty 2558.424043 = -233428.877054
  nChanged 6
		SP:Iteration 25Q (1592.120000 sec): 3 clusters
  Score: Raw -235989.760567 + Penalty 2558.424043 = -233431.336524
  nChanged 5
		SP:Iteration 26Q (1592.120000 sec): 3 clusters
  Score: Raw -235991.497832 + Penalty 2558.424043 = -233433.073789
  nChanged 2
		SP:Iteration 27Q (1592.130000 sec): 3 clusters
  Score: Raw -235991.885671 + Penalty 2558.424043 = -233433.461628
  nChanged 1
		SP:Iteration 28Q (1592.140000 sec): 3 clusters
  Score: Raw -235992.238352 + Penalty 2558.424043 = -233433.814308
  nChanged 1
		SP:Iteration 29Q (1592.140000 sec): 3 clusters
  Score: Raw -235992.370749 + Penalty 2558.424043 = -233433.946705
  nChanged 0
		SP:Iteration 30F (1592.150000 sec): 3 clusters
  Score: Raw -235992.370749 + Penalty 2558.424043 = -233433.946705
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 16 (4971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1592.170000 sec): 2 clusters
  Score: Raw -505667.111628 + Penalty 1383.098650 = -504284.012978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1592.180000 sec): 3 clusters
  Score: Raw -503096.753490 + Penalty 2766.197299 = -500330.556190
  nChanged 2028
		SP:Iteration 1F (1592.200000 sec): 3 clusters
  Score: Raw -504203.557528 + Penalty 2766.197299 = -501437.360229
  nChanged 367
		SP:Iteration 2F (1592.210000 sec): 3 clusters
  Score: Raw -504421.286848 + Penalty 2766.197299 = -501655.089549
  nChanged 281
		SP:Iteration 3F (1592.220000 sec): 3 clusters
  Score: Raw -504585.990202 + Penalty 2766.197299 = -501819.792902
  nChanged 232
		SP:Iteration 4Q (1592.230000 sec): 3 clusters
  Score: Raw -504714.235492 + Penalty 2766.197299 = -501948.038192
  nChanged 211
		SP:Iteration 5Q (1592.240000 sec): 3 clusters
  Score: Raw -504830.934551 + Penalty 2766.197299 = -502064.737251
  nChanged 190
		SP:Iteration 6Q (1592.260000 sec): 3 clusters
  Score: Raw -504942.155982 + Penalty 2766.197299 = -502175.958683
  nChanged 162
		SP:Iteration 7Q (1592.270000 sec): 3 clusters
  Score: Raw -505033.532079 + Penalty 2766.197299 = -502267.334779
  nChanged 161
		SP:Iteration 8Q (1592.280000 sec): 3 clusters
  Score: Raw -505132.753315 + Penalty 2766.197299 = -502366.556015
  nChanged 157
		SP:Iteration 9Q (1592.300000 sec): 3 clusters
  Score: Raw -505244.214237 + Penalty 2766.197299 = -502478.016938
  nChanged 173
		SP:Iteration 10Q (1592.310000 sec): 3 clusters
  Score: Raw -505397.907884 + Penalty 2766.197299 = -502631.710584
  nChanged 220
		SP:Iteration 11Q (1592.320000 sec): 3 clusters
  Score: Raw -505595.451500 + Penalty 2766.197299 = -502829.254200
  nChanged 184
		SP:Iteration 12Q (1592.330000 sec): 3 clusters
  Score: Raw -505736.436321 + Penalty 2766.197299 = -502970.239021
  nChanged 129
		SP:Iteration 13Q (1592.340000 sec): 3 clusters
  Score: Raw -505814.154422 + Penalty 2766.197299 = -503047.957123
  nChanged 100
		SP:Iteration 14Q (1592.360000 sec): 3 clusters
  Score: Raw -505864.936039 + Penalty 2766.197299 = -503098.738740
  nChanged 66
		SP:Iteration 15Q (1592.370000 sec): 3 clusters
  Score: Raw -505892.342846 + Penalty 2766.197299 = -503126.145546
  nChanged 47
		SP:Iteration 16Q (1592.380000 sec): 3 clusters
  Score: Raw -505910.756158 + Penalty 2766.197299 = -503144.558859
  nChanged 36
		SP:Iteration 17Q (1592.390000 sec): 3 clusters
  Score: Raw -505927.263897 + Penalty 2766.197299 = -503161.066598
  nChanged 38
		SP:Iteration 18Q (1592.400000 sec): 3 clusters
  Score: Raw -505941.076103 + Penalty 2766.197299 = -503174.878804
  nChanged 32
		SP:Iteration 19Q (1592.420000 sec): 3 clusters
  Score: Raw -505951.198151 + Penalty 2766.197299 = -503185.000851
  nChanged 23
		SP:Iteration 20F (1592.430000 sec): 3 clusters
  Score: Raw -505959.607741 + Penalty 2766.197299 = -503193.410442
  nChanged 21
		SP:Iteration 21Q (1592.440000 sec): 3 clusters
  Score: Raw -505964.550210 + Penalty 2766.197299 = -503198.352911
  nChanged 15
		SP:Iteration 22Q (1592.450000 sec): 3 clusters
  Score: Raw -505967.740720 + Penalty 2766.197299 = -503201.543421
  nChanged 7
		SP:Iteration 23Q (1592.460000 sec): 3 clusters
  Score: Raw -505969.106008 + Penalty 2766.197299 = -503202.908708
  nChanged 8
		SP:Iteration 24Q (1592.480000 sec): 3 clusters
  Score: Raw -505970.783660 + Penalty 2766.197299 = -503204.586360
  nChanged 2
		SP:Iteration 25Q (1592.480000 sec): 3 clusters
  Score: Raw -505971.253929 + Penalty 2766.197299 = -503205.056630
  nChanged 2
		SP:Iteration 26Q (1592.500000 sec): 3 clusters
  Score: Raw -505971.733564 + Penalty 2766.197299 = -503205.536264
  nChanged 2
		SP:Iteration 27Q (1592.510000 sec): 3 clusters
  Score: Raw -505972.036481 + Penalty 2766.197299 = -503205.839181
  nChanged 3
		SP:Iteration 28Q (1592.520000 sec): 3 clusters
  Score: Raw -505972.675018 + Penalty 2766.197299 = -503206.477718
  nChanged 2
		SP:Iteration 29Q (1592.530000 sec): 3 clusters
  Score: Raw -505973.040687 + Penalty 2766.197299 = -503206.843388
  nChanged 2
		SP:Iteration 30Q (1592.540000 sec): 3 clusters
  Score: Raw -505973.474894 + Penalty 2766.197299 = -503207.277595
  nChanged 1
		SP:Iteration 31Q (1592.560000 sec): 3 clusters
  Score: Raw -505973.582883 + Penalty 2766.197299 = -503207.385584
  nChanged 1
		SP:Iteration 32Q (1592.570000 sec): 3 clusters
  Score: Raw -505973.660967 + Penalty 2766.197299 = -503207.463668
  nChanged 1
		SP:Iteration 33Q (1592.580000 sec): 3 clusters
  Score: Raw -505973.899881 + Penalty 2766.197299 = -503207.702581
  nChanged 0
		SP:Iteration 34F (1592.590000 sec): 3 clusters
  Score: Raw -505973.899881 + Penalty 2766.197299 = -503207.702581
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 17 (3126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1592.600000 sec): 2 clusters
  Score: Raw -310075.649493 + Penalty 1307.720296 = -308767.929198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1592.610000 sec): 3 clusters
  Score: Raw -308661.833901 + Penalty 2615.440591 = -306046.393310
  nChanged 1165
		SP:Iteration 1F (1592.620000 sec): 3 clusters
  Score: Raw -309378.860624 + Penalty 2615.440591 = -306763.420033
  nChanged 236
		SP:Iteration 2F (1592.630000 sec): 3 clusters
  Score: Raw -309569.700194 + Penalty 2615.440591 = -306954.259603
  nChanged 220
		SP:Iteration 3F (1592.640000 sec): 3 clusters
  Score: Raw -309768.571762 + Penalty 2615.440591 = -307153.131171
  nChanged 183
		SP:Iteration 4F (1592.640000 sec): 3 clusters
  Score: Raw -309945.895953 + Penalty 2615.440591 = -307330.455362
  nChanged 165
		SP:Iteration 5F (1592.650000 sec): 3 clusters
  Score: Raw -310084.037485 + Penalty 2615.440591 = -307468.596894
  nChanged 130
		SP:Iteration 6Q (1592.660000 sec): 3 clusters
  Score: Raw -310207.362203 + Penalty 2615.440591 = -307591.921612
  nChanged 126
		SP:Iteration 7Q (1592.670000 sec): 3 clusters
  Score: Raw -310332.794835 + Penalty 2615.440591 = -307717.354243
  nChanged 108
		SP:Iteration 8Q (1592.680000 sec): 3 clusters
  Score: Raw -310445.479432 + Penalty 2615.440591 = -307830.038841
  nChanged 97
		SP:Iteration 9Q (1592.680000 sec): 3 clusters
  Score: Raw -310532.413946 + Penalty 2615.440591 = -307916.973355
  nChanged 74
		SP:Iteration 10Q (1592.690000 sec): 3 clusters
  Score: Raw -310587.791529 + Penalty 2615.440591 = -307972.350938
  nChanged 57
		SP:Iteration 11Q (1592.700000 sec): 3 clusters
  Score: Raw -310641.590704 + Penalty 2615.440591 = -308026.150113
  nChanged 66
		SP:Iteration 12Q (1592.700000 sec): 3 clusters
  Score: Raw -310701.781586 + Penalty 2615.440591 = -308086.340995
  nChanged 56
		SP:Iteration 13Q (1592.710000 sec): 3 clusters
  Score: Raw -310751.278625 + Penalty 2615.440591 = -308135.838034
  nChanged 65
		SP:Iteration 14Q (1592.720000 sec): 3 clusters
  Score: Raw -310813.279892 + Penalty 2615.440591 = -308197.839301
  nChanged 67
		SP:Iteration 15Q (1592.730000 sec): 3 clusters
  Score: Raw -310882.055108 + Penalty 2615.440591 = -308266.614517
  nChanged 51
		SP:Iteration 16Q (1592.730000 sec): 3 clusters
  Score: Raw -310929.457808 + Penalty 2615.440591 = -308314.017217
  nChanged 49
		SP:Iteration 17Q (1592.740000 sec): 3 clusters
  Score: Raw -310963.656718 + Penalty 2615.440591 = -308348.216127
  nChanged 37
		SP:Iteration 18Q (1592.750000 sec): 3 clusters
  Score: Raw -310992.644366 + Penalty 2615.440591 = -308377.203775
  nChanged 28
		SP:Iteration 19Q (1592.760000 sec): 3 clusters
  Score: Raw -311015.134261 + Penalty 2615.440591 = -308399.693670
  nChanged 27
		SP:Iteration 20F (1592.760000 sec): 3 clusters
  Score: Raw -311030.032700 + Penalty 2615.440591 = -308414.592109
  nChanged 19
		SP:Iteration 21Q (1592.770000 sec): 3 clusters
  Score: Raw -311040.094509 + Penalty 2615.440591 = -308424.653918
  nChanged 19
		SP:Iteration 22Q (1592.780000 sec): 3 clusters
  Score: Raw -311050.543349 + Penalty 2615.440591 = -308435.102758
  nChanged 16
		SP:Iteration 23Q (1592.780000 sec): 3 clusters
  Score: Raw -311058.634346 + Penalty 2615.440591 = -308443.193754
  nChanged 15
		SP:Iteration 24Q (1592.790000 sec): 3 clusters
  Score: Raw -311065.696405 + Penalty 2615.440591 = -308450.255814
  nChanged 13
		SP:Iteration 25Q (1592.800000 sec): 3 clusters
  Score: Raw -311072.998312 + Penalty 2615.440591 = -308457.557721
  nChanged 10
		SP:Iteration 26Q (1592.800000 sec): 3 clusters
  Score: Raw -311077.468682 + Penalty 2615.440591 = -308462.028091
  nChanged 9
		SP:Iteration 27Q (1592.810000 sec): 3 clusters
  Score: Raw -311081.711097 + Penalty 2615.440591 = -308466.270506
  nChanged 9
		SP:Iteration 28Q (1592.820000 sec): 3 clusters
  Score: Raw -311086.397840 + Penalty 2615.440591 = -308470.957249
  nChanged 13
		SP:Iteration 29Q (1592.820000 sec): 3 clusters
  Score: Raw -311093.667819 + Penalty 2615.440591 = -308478.227228
  nChanged 11
		SP:Iteration 30Q (1592.830000 sec): 3 clusters
  Score: Raw -311098.547673 + Penalty 2615.440591 = -308483.107082
  nChanged 4
		SP:Iteration 31Q (1592.840000 sec): 3 clusters
  Score: Raw -311100.336028 + Penalty 2615.440591 = -308484.895437
  nChanged 3
		SP:Iteration 32Q (1592.840000 sec): 3 clusters
  Score: Raw -311102.273282 + Penalty 2615.440591 = -308486.832691
  nChanged 3
		SP:Iteration 33Q (1592.850000 sec): 3 clusters
  Score: Raw -311103.395934 + Penalty 2615.440591 = -308487.955343
  nChanged 4
		SP:Iteration 34Q (1592.860000 sec): 3 clusters
  Score: Raw -311104.371839 + Penalty 2615.440591 = -308488.931248
  nChanged 0
		SP:Iteration 35F (1592.870000 sec): 3 clusters
  Score: Raw -311104.371839 + Penalty 2615.440591 = -308488.931248
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (3501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1592.880000 sec): 2 clusters
  Score: Raw -324759.859423 + Penalty 1326.130637 = -323433.728785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1592.890000 sec): 3 clusters
  Score: Raw -323066.611539 + Penalty 2652.261274 = -320414.350265
  nChanged 1343
		SP:Iteration 1F (1592.900000 sec): 3 clusters
  Score: Raw -323913.495431 + Penalty 2652.261274 = -321261.234157
  nChanged 255
		SP:Iteration 2F (1592.910000 sec): 3 clusters
  Score: Raw -324090.221490 + Penalty 2652.261274 = -321437.960216
  nChanged 194
		SP:Iteration 3F (1592.920000 sec): 3 clusters
  Score: Raw -324207.861696 + Penalty 2652.261274 = -321555.600421
  nChanged 155
		SP:Iteration 4Q (1592.920000 sec): 3 clusters
  Score: Raw -324300.726926 + Penalty 2652.261274 = -321648.465652
  nChanged 110
		SP:Iteration 5Q (1592.940000 sec): 3 clusters
  Score: Raw -324351.767809 + Penalty 2652.261274 = -321699.506535
  nChanged 81
		SP:Iteration 6Q (1592.940000 sec): 3 clusters
  Score: Raw -324390.876115 + Penalty 2652.261274 = -321738.614841
  nChanged 78
		SP:Iteration 7Q (1592.950000 sec): 3 clusters
  Score: Raw -324433.743548 + Penalty 2652.261274 = -321781.482274
  nChanged 74
		SP:Iteration 8Q (1592.960000 sec): 3 clusters
  Score: Raw -324480.245280 + Penalty 2652.261274 = -321827.984006
  nChanged 87
		SP:Iteration 9Q (1592.970000 sec): 3 clusters
  Score: Raw -324536.398917 + Penalty 2652.261274 = -321884.137642
  nChanged 83
		SP:Iteration 10Q (1592.980000 sec): 3 clusters
  Score: Raw -324587.616543 + Penalty 2652.261274 = -321935.355268
  nChanged 83
		SP:Iteration 11Q (1592.990000 sec): 3 clusters
  Score: Raw -324636.771168 + Penalty 2652.261274 = -321984.509893
  nChanged 71
		SP:Iteration 12Q (1593.000000 sec): 3 clusters
  Score: Raw -324674.115073 + Penalty 2652.261274 = -322021.853798
  nChanged 67
		SP:Iteration 13Q (1593.000000 sec): 3 clusters
  Score: Raw -324711.320893 + Penalty 2652.261274 = -322059.059619
  nChanged 71
		SP:Iteration 14Q (1593.020000 sec): 3 clusters
  Score: Raw -324747.615508 + Penalty 2652.261274 = -322095.354234
  nChanged 55
		SP:Iteration 15Q (1593.020000 sec): 3 clusters
  Score: Raw -324775.943262 + Penalty 2652.261274 = -322123.681988
  nChanged 59
		SP:Iteration 16Q (1593.030000 sec): 3 clusters
  Score: Raw -324810.535872 + Penalty 2652.261274 = -322158.274597
  nChanged 52
		SP:Iteration 17Q (1593.040000 sec): 3 clusters
  Score: Raw -324848.895439 + Penalty 2652.261274 = -322196.634165
  nChanged 53
		SP:Iteration 18Q (1593.050000 sec): 3 clusters
  Score: Raw -324881.869556 + Penalty 2652.261274 = -322229.608281
  nChanged 43
		SP:Iteration 19Q (1593.060000 sec): 3 clusters
  Score: Raw -324908.045703 + Penalty 2652.261274 = -322255.784429
  nChanged 34
		SP:Iteration 20F (1593.070000 sec): 3 clusters
  Score: Raw -324925.215027 + Penalty 2652.261274 = -322272.953753
  nChanged 23
		SP:Iteration 21Q (1593.080000 sec): 3 clusters
  Score: Raw -324936.461691 + Penalty 2652.261274 = -322284.200416
  nChanged 23
		SP:Iteration 22Q (1593.080000 sec): 3 clusters
  Score: Raw -324951.174066 + Penalty 2652.261274 = -322298.912792
  nChanged 24
		SP:Iteration 23Q (1593.090000 sec): 3 clusters
  Score: Raw -324964.082139 + Penalty 2652.261274 = -322311.820865
  nChanged 28
		SP:Iteration 24Q (1593.100000 sec): 3 clusters
  Score: Raw -324974.625449 + Penalty 2652.261274 = -322322.364175
  nChanged 18
		SP:Iteration 25Q (1593.110000 sec): 3 clusters
  Score: Raw -324980.542161 + Penalty 2652.261274 = -322328.280887
  nChanged 18
		SP:Iteration 26Q (1593.120000 sec): 3 clusters
  Score: Raw -324986.159473 + Penalty 2652.261274 = -322333.898199
  nChanged 13
		SP:Iteration 27Q (1593.130000 sec): 3 clusters
  Score: Raw -324991.632150 + Penalty 2652.261274 = -322339.370876
  nChanged 10
		SP:Iteration 28Q (1593.140000 sec): 3 clusters
  Score: Raw -324994.368711 + Penalty 2652.261274 = -322342.107437
  nChanged 3
		SP:Iteration 29Q (1593.140000 sec): 3 clusters
  Score: Raw -324995.461101 + Penalty 2652.261274 = -322343.199827
  nChanged 4
		SP:Iteration 30Q (1593.150000 sec): 3 clusters
  Score: Raw -324996.800079 + Penalty 2652.261274 = -322344.538804
  nChanged 5
		SP:Iteration 31Q (1593.160000 sec): 3 clusters
  Score: Raw -324998.113570 + Penalty 2652.261274 = -322345.852296
  nChanged 5
		SP:Iteration 32Q (1593.170000 sec): 3 clusters
  Score: Raw -324999.471436 + Penalty 2652.261274 = -322347.210162
  nChanged 5
		SP:Iteration 33Q (1593.180000 sec): 3 clusters
  Score: Raw -325000.670234 + Penalty 2652.261274 = -322348.408960
  nChanged 1
		SP:Iteration 34Q (1593.180000 sec): 3 clusters
  Score: Raw -325000.802049 + Penalty 2652.261274 = -322348.540775
  nChanged 0
		SP:Iteration 35F (1593.190000 sec): 3 clusters
  Score: Raw -325000.802049 + Penalty 2652.261274 = -322348.540775
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 19 (1912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1593.200000 sec): 2 clusters
  Score: Raw -183534.918966 + Penalty 1227.834578 = -182307.084388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1593.210000 sec): 3 clusters
  Score: Raw -182715.506539 + Penalty 2455.669155 = -180259.837384
  nChanged 666
		SP:Iteration 1F (1593.210000 sec): 3 clusters
  Score: Raw -183124.738941 + Penalty 2455.669155 = -180669.069786
  nChanged 154
		SP:Iteration 2F (1593.220000 sec): 3 clusters
  Score: Raw -183228.813166 + Penalty 2455.669155 = -180773.144010
  nChanged 81
		SP:Iteration 3Q (1593.220000 sec): 3 clusters
  Score: Raw -183293.806166 + Penalty 2455.669155 = -180838.137011
  nChanged 69
		SP:Iteration 4Q (1593.230000 sec): 3 clusters
  Score: Raw -183333.493973 + Penalty 2455.669155 = -180877.824818
  nChanged 32
		SP:Iteration 5Q (1593.230000 sec): 3 clusters
  Score: Raw -183353.041234 + Penalty 2455.669155 = -180897.372079
  nChanged 37
		SP:Iteration 6Q (1593.240000 sec): 3 clusters
  Score: Raw -183375.961797 + Penalty 2455.669155 = -180920.292642
  nChanged 31
		SP:Iteration 7Q (1593.240000 sec): 3 clusters
  Score: Raw -183392.558866 + Penalty 2455.669155 = -180936.889710
  nChanged 24
		SP:Iteration 8Q (1593.250000 sec): 3 clusters
  Score: Raw -183405.225406 + Penalty 2455.669155 = -180949.556251
  nChanged 26
		SP:Iteration 9Q (1593.250000 sec): 3 clusters
  Score: Raw -183420.428703 + Penalty 2455.669155 = -180964.759547
  nChanged 23
		SP:Iteration 10Q (1593.260000 sec): 3 clusters
  Score: Raw -183432.190667 + Penalty 2455.669155 = -180976.521512
  nChanged 28
		SP:Iteration 11Q (1593.260000 sec): 3 clusters
  Score: Raw -183449.269048 + Penalty 2455.669155 = -180993.599892
  nChanged 21
		SP:Iteration 12Q (1593.270000 sec): 3 clusters
  Score: Raw -183463.747751 + Penalty 2455.669155 = -181008.078596
  nChanged 24
		SP:Iteration 13Q (1593.270000 sec): 3 clusters
  Score: Raw -183475.801036 + Penalty 2455.669155 = -181020.131881
  nChanged 14
		SP:Iteration 14Q (1593.280000 sec): 3 clusters
  Score: Raw -183482.834314 + Penalty 2455.669155 = -181027.165159
  nChanged 18
		SP:Iteration 15Q (1593.280000 sec): 3 clusters
  Score: Raw -183494.299881 + Penalty 2455.669155 = -181038.630726
  nChanged 26
		SP:Iteration 16Q (1593.290000 sec): 3 clusters
  Score: Raw -183506.239717 + Penalty 2455.669155 = -181050.570561
  nChanged 15
		SP:Iteration 17Q (1593.290000 sec): 3 clusters
  Score: Raw -183514.513006 + Penalty 2455.669155 = -181058.843851
  nChanged 17
		SP:Iteration 18Q (1593.300000 sec): 3 clusters
  Score: Raw -183527.564587 + Penalty 2455.669155 = -181071.895431
  nChanged 27
		SP:Iteration 19Q (1593.300000 sec): 3 clusters
  Score: Raw -183547.554633 + Penalty 2455.669155 = -181091.885477
  nChanged 32
		SP:Iteration 20F (1593.310000 sec): 3 clusters
  Score: Raw -183565.390979 + Penalty 2455.669155 = -181109.721824
  nChanged 26
		SP:Iteration 21Q (1593.310000 sec): 3 clusters
  Score: Raw -183578.407508 + Penalty 2455.669155 = -181122.738353
  nChanged 26
		SP:Iteration 22Q (1593.320000 sec): 3 clusters
  Score: Raw -183594.112860 + Penalty 2455.669155 = -181138.443705
  nChanged 16
		SP:Iteration 23Q (1593.320000 sec): 3 clusters
  Score: Raw -183604.371994 + Penalty 2455.669155 = -181148.702838
  nChanged 14
		SP:Iteration 24Q (1593.320000 sec): 3 clusters
  Score: Raw -183614.495373 + Penalty 2455.669155 = -181158.826217
  nChanged 15
		SP:Iteration 25Q (1593.330000 sec): 3 clusters
  Score: Raw -183624.906587 + Penalty 2455.669155 = -181169.237431
  nChanged 21
		SP:Iteration 26Q (1593.340000 sec): 3 clusters
  Score: Raw -183637.055541 + Penalty 2455.669155 = -181181.386385
  nChanged 23
		SP:Iteration 27Q (1593.340000 sec): 3 clusters
  Score: Raw -183654.232352 + Penalty 2455.669155 = -181198.563197
  nChanged 21
		SP:Iteration 28Q (1593.340000 sec): 3 clusters
  Score: Raw -183667.609746 + Penalty 2455.669155 = -181211.940590
  nChanged 16
		SP:Iteration 29Q (1593.350000 sec): 3 clusters
  Score: Raw -183675.672388 + Penalty 2455.669155 = -181220.003233
  nChanged 15
		SP:Iteration 30Q (1593.360000 sec): 3 clusters
  Score: Raw -183683.851122 + Penalty 2455.669155 = -181228.181966
  nChanged 11
		SP:Iteration 31Q (1593.360000 sec): 3 clusters
  Score: Raw -183688.734290 + Penalty 2455.669155 = -181233.065134
  nChanged 9
		SP:Iteration 32Q (1593.360000 sec): 3 clusters
  Score: Raw -183693.182455 + Penalty 2455.669155 = -181237.513299
  nChanged 7
		SP:Iteration 33Q (1593.370000 sec): 3 clusters
  Score: Raw -183696.406776 + Penalty 2455.669155 = -181240.737621
  nChanged 5
		SP:Iteration 34Q (1593.370000 sec): 3 clusters
  Score: Raw -183697.862863 + Penalty 2455.669155 = -181242.193707
  nChanged 2
		SP:Iteration 35Q (1593.380000 sec): 3 clusters
  Score: Raw -183698.284899 + Penalty 2455.669155 = -181242.615743
  nChanged 2
		SP:Iteration 36Q (1593.380000 sec): 3 clusters
  Score: Raw -183698.788656 + Penalty 2455.669155 = -181243.119500
  nChanged 2
		SP:Iteration 37Q (1593.390000 sec): 3 clusters
  Score: Raw -183699.423464 + Penalty 2455.669155 = -181243.754309
  nChanged 0
		SP:Iteration 38F (1593.390000 sec): 3 clusters
  Score: Raw -183699.423464 + Penalty 2455.669155 = -181243.754309
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 21 (25703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1593.480000 sec): 2 clusters
  Score: Raw -2672546.151007 + Penalty 1650.083987 = -2670896.067021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1593.560000 sec): 3 clusters
  Score: Raw -2656837.933063 + Penalty 3300.167974 = -2653537.765089
  nChanged 11792
		SP:Iteration 1F (1593.620000 sec): 3 clusters
  Score: Raw -2663970.160618 + Penalty 3300.167974 = -2660669.992645
  nChanged 2021
		SP:Iteration 2F (1593.700000 sec): 3 clusters
  Score: Raw -2665733.265138 + Penalty 3300.167974 = -2662433.097164
  nChanged 2533
		SP:Iteration 3F (1593.760000 sec): 3 clusters
  Score: Raw -2668399.413495 + Penalty 3300.167974 = -2665099.245521
  nChanged 2527
		SP:Iteration 4F (1593.840000 sec): 3 clusters
  Score: Raw -2670730.633529 + Penalty 3300.167974 = -2667430.465556
  nChanged 1729
		SP:Iteration 5F (1593.910000 sec): 3 clusters
  Score: Raw -2671787.867082 + Penalty 3300.167974 = -2668487.699108
  nChanged 932
		SP:Iteration 6Q (1593.980000 sec): 3 clusters
  Score: Raw -2672133.631561 + Penalty 3300.167974 = -2668833.463587
  nChanged 479
		SP:Iteration 7Q (1594.050000 sec): 3 clusters
  Score: Raw -2672254.535828 + Penalty 3300.167974 = -2668954.367855
  nChanged 278
		SP:Iteration 8Q (1594.120000 sec): 3 clusters
  Score: Raw -2672312.180471 + Penalty 3300.167974 = -2669012.012497
  nChanged 202
		SP:Iteration 9Q (1594.190000 sec): 3 clusters
  Score: Raw -2672349.574038 + Penalty 3300.167974 = -2669049.406064
  nChanged 147
		SP:Iteration 10Q (1594.260000 sec): 3 clusters
  Score: Raw -2672372.571018 + Penalty 3300.167974 = -2669072.403044
  nChanged 120
		SP:Iteration 11Q (1594.340000 sec): 3 clusters
  Score: Raw -2672389.559506 + Penalty 3300.167974 = -2669089.391532
  nChanged 113
		SP:Iteration 12Q (1594.410000 sec): 3 clusters
  Score: Raw -2672405.101290 + Penalty 3300.167974 = -2669104.933316
  nChanged 113
		SP:Iteration 13Q (1594.480000 sec): 3 clusters
  Score: Raw -2672422.084734 + Penalty 3300.167974 = -2669121.916760
  nChanged 100
		SP:Iteration 14Q (1594.550000 sec): 3 clusters
  Score: Raw -2672435.240999 + Penalty 3300.167974 = -2669135.073025
  nChanged 91
		SP:Iteration 15Q (1594.620000 sec): 3 clusters
  Score: Raw -2672447.235022 + Penalty 3300.167974 = -2669147.067049
  nChanged 78
		SP:Iteration 16Q (1594.690000 sec): 3 clusters
  Score: Raw -2672457.060009 + Penalty 3300.167974 = -2669156.892035
  nChanged 72
		SP:Iteration 17Q (1594.770000 sec): 3 clusters
  Score: Raw -2672467.236798 + Penalty 3300.167974 = -2669167.068824
  nChanged 88
		SP:Iteration 18Q (1594.840000 sec): 3 clusters
  Score: Raw -2672479.509233 + Penalty 3300.167974 = -2669179.341260
  nChanged 91
		SP:Iteration 19Q (1594.910000 sec): 3 clusters
  Score: Raw -2672492.460523 + Penalty 3300.167974 = -2669192.292550
  nChanged 79
		SP:Iteration 20F (1594.980000 sec): 3 clusters
  Score: Raw -2672504.760126 + Penalty 3300.167974 = -2669204.592153
  nChanged 77
		SP:Iteration 21Q (1595.050000 sec): 3 clusters
  Score: Raw -2672514.595983 + Penalty 3300.167974 = -2669214.428010
  nChanged 73
		SP:Iteration 22Q (1595.120000 sec): 3 clusters
  Score: Raw -2672525.238328 + Penalty 3300.167974 = -2669225.070355
  nChanged 71
		SP:Iteration 23Q (1595.190000 sec): 3 clusters
  Score: Raw -2672535.523817 + Penalty 3300.167974 = -2669235.355843
  nChanged 67
		SP:Iteration 24Q (1595.270000 sec): 3 clusters
  Score: Raw -2672544.771902 + Penalty 3300.167974 = -2669244.603928
  nChanged 63
		SP:Iteration 25Q (1595.340000 sec): 3 clusters
  Score: Raw -2672552.363942 + Penalty 3300.167974 = -2669252.195968
  nChanged 56
		SP:Iteration 26Q (1595.410000 sec): 3 clusters
  Score: Raw -2672559.516479 + Penalty 3300.167974 = -2669259.348505
  nChanged 48
		SP:Iteration 27Q (1595.480000 sec): 3 clusters
  Score: Raw -2672566.750980 + Penalty 3300.167974 = -2669266.583006
  nChanged 52
		SP:Iteration 28Q (1595.550000 sec): 3 clusters
  Score: Raw -2672574.760748 + Penalty 3300.167974 = -2669274.592775
  nChanged 55
		SP:Iteration 29Q (1595.620000 sec): 3 clusters
  Score: Raw -2672583.218283 + Penalty 3300.167974 = -2669283.050309
  nChanged 58
		SP:Iteration 30Q (1595.690000 sec): 3 clusters
  Score: Raw -2672591.408496 + Penalty 3300.167974 = -2669291.240522
  nChanged 51
		SP:Iteration 31Q (1595.760000 sec): 3 clusters
  Score: Raw -2672598.911804 + Penalty 3300.167974 = -2669298.743831
  nChanged 42
		SP:Iteration 32Q (1595.840000 sec): 3 clusters
  Score: Raw -2672604.123325 + Penalty 3300.167974 = -2669303.955351
  nChanged 34
		SP:Iteration 33Q (1595.910000 sec): 3 clusters
  Score: Raw -2672607.936482 + Penalty 3300.167974 = -2669307.768508
  nChanged 27
		SP:Iteration 34Q (1595.980000 sec): 3 clusters
  Score: Raw -2672611.069440 + Penalty 3300.167974 = -2669310.901467
  nChanged 25
		SP:Iteration 35Q (1596.050000 sec): 3 clusters
  Score: Raw -2672614.271833 + Penalty 3300.167974 = -2669314.103859
  nChanged 29
		SP:Iteration 36Q (1596.120000 sec): 3 clusters
  Score: Raw -2672617.600653 + Penalty 3300.167974 = -2669317.432680
  nChanged 25
		SP:Iteration 37Q (1596.190000 sec): 3 clusters
  Score: Raw -2672620.578247 + Penalty 3300.167974 = -2669320.410273
  nChanged 19
		SP:Iteration 38Q (1596.260000 sec): 3 clusters
  Score: Raw -2672622.933164 + Penalty 3300.167974 = -2669322.765190
  nChanged 20
		SP:Iteration 39Q (1596.340000 sec): 3 clusters
  Score: Raw -2672625.529141 + Penalty 3300.167974 = -2669325.361168
  nChanged 16
		SP:Iteration 40F (1596.400000 sec): 3 clusters
  Score: Raw -2672627.639891 + Penalty 3300.167974 = -2669327.471918
  nChanged 20
		SP:Iteration 41Q (1596.470000 sec): 3 clusters
  Score: Raw -2672629.639681 + Penalty 3300.167974 = -2669329.471708
  nChanged 17
		SP:Iteration 42Q (1596.540000 sec): 3 clusters
  Score: Raw -2672631.231926 + Penalty 3300.167974 = -2669331.063953
  nChanged 14
		SP:Iteration 43Q (1596.620000 sec): 3 clusters
  Score: Raw -2672632.803377 + Penalty 3300.167974 = -2669332.635404
  nChanged 13
		SP:Iteration 44Q (1596.690000 sec): 3 clusters
  Score: Raw -2672633.971086 + Penalty 3300.167974 = -2669333.803112
  nChanged 10
		SP:Iteration 45Q (1596.760000 sec): 3 clusters
  Score: Raw -2672634.993325 + Penalty 3300.167974 = -2669334.825351
  nChanged 10
		SP:Iteration 46Q (1596.830000 sec): 3 clusters
  Score: Raw -2672636.061759 + Penalty 3300.167974 = -2669335.893786
  nChanged 12
		SP:Iteration 47Q (1596.900000 sec): 3 clusters
  Score: Raw -2672637.948220 + Penalty 3300.167974 = -2669337.780246
  nChanged 19
		SP:Iteration 48Q (1596.980000 sec): 3 clusters
  Score: Raw -2672641.029680 + Penalty 3300.167974 = -2669340.861707
  nChanged 26
		SP:Iteration 49Q (1597.050000 sec): 3 clusters
  Score: Raw -2672644.245523 + Penalty 3300.167974 = -2669344.077549
  nChanged 29
		SP:Iteration 50Q (1597.120000 sec): 3 clusters
  Score: Raw -2672648.412281 + Penalty 3300.167974 = -2669348.244308
  nChanged 25
		SP:Iteration 51Q (1597.200000 sec): 3 clusters
  Score: Raw -2672653.445073 + Penalty 3300.167974 = -2669353.277100
  nChanged 30
		SP:Iteration 52Q (1597.270000 sec): 3 clusters
  Score: Raw -2672659.328075 + Penalty 3300.167974 = -2669359.160102
  nChanged 32
		SP:Iteration 53Q (1597.340000 sec): 3 clusters
  Score: Raw -2672664.768035 + Penalty 3300.167974 = -2669364.600061
  nChanged 38
		SP:Iteration 54Q (1597.410000 sec): 3 clusters
  Score: Raw -2672670.618956 + Penalty 3300.167974 = -2669370.450982
  nChanged 37
		SP:Iteration 55Q (1597.480000 sec): 3 clusters
  Score: Raw -2672676.017209 + Penalty 3300.167974 = -2669375.849235
  nChanged 34
		SP:Iteration 56Q (1597.560000 sec): 3 clusters
  Score: Raw -2672681.914813 + Penalty 3300.167974 = -2669381.746839
  nChanged 32
		SP:Iteration 57Q (1597.640000 sec): 3 clusters
  Score: Raw -2672687.345605 + Penalty 3300.167974 = -2669387.177631
  nChanged 30
		SP:Iteration 58Q (1597.700000 sec): 3 clusters
  Score: Raw -2672692.003914 + Penalty 3300.167974 = -2669391.835940
  nChanged 34
		SP:Iteration 59Q (1597.770000 sec): 3 clusters
  Score: Raw -2672697.012805 + Penalty 3300.167974 = -2669396.844832
  nChanged 34
		SP:Iteration 60F (1597.840000 sec): 3 clusters
  Score: Raw -2672703.293972 + Penalty 3300.167974 = -2669403.125998
  nChanged 35
		SP:Iteration 61Q (1597.910000 sec): 3 clusters
  Score: Raw -2672708.393973 + Penalty 3300.167974 = -2669408.226000
  nChanged 23
		SP:Iteration 62Q (1597.980000 sec): 3 clusters
  Score: Raw -2672711.968117 + Penalty 3300.167974 = -2669411.800143
  nChanged 23
		SP:Iteration 63Q (1598.050000 sec): 3 clusters
  Score: Raw -2672716.650415 + Penalty 3300.167974 = -2669416.482442
  nChanged 19
		SP:Iteration 64Q (1598.120000 sec): 3 clusters
  Score: Raw -2672720.677631 + Penalty 3300.167974 = -2669420.509657
  nChanged 21
		SP:Iteration 65Q (1598.190000 sec): 3 clusters
  Score: Raw -2672723.891401 + Penalty 3300.167974 = -2669423.723427
  nChanged 22
		SP:Iteration 66Q (1598.260000 sec): 3 clusters
  Score: Raw -2672726.841526 + Penalty 3300.167974 = -2669426.673552
  nChanged 20
		SP:Iteration 67Q (1598.330000 sec): 3 clusters
  Score: Raw -2672729.692159 + Penalty 3300.167974 = -2669429.524186
  nChanged 21
		SP:Iteration 68Q (1598.400000 sec): 3 clusters
  Score: Raw -2672733.255515 + Penalty 3300.167974 = -2669433.087541
  nChanged 21
		SP:Iteration 69Q (1598.460000 sec): 3 clusters
  Score: Raw -2672737.909054 + Penalty 3300.167974 = -2669437.741081
  nChanged 21
		SP:Iteration 70Q (1598.540000 sec): 3 clusters
  Score: Raw -2672743.396591 + Penalty 3300.167974 = -2669443.228618
  nChanged 26
		SP:Iteration 71Q (1598.610000 sec): 3 clusters
  Score: Raw -2672748.207377 + Penalty 3300.167974 = -2669448.039403
  nChanged 23
		SP:Iteration 72Q (1598.680000 sec): 3 clusters
  Score: Raw -2672753.016438 + Penalty 3300.167974 = -2669452.848464
  nChanged 30
		SP:Iteration 73Q (1598.740000 sec): 3 clusters
  Score: Raw -2672758.929650 + Penalty 3300.167974 = -2669458.761677
  nChanged 35
		SP:Iteration 74Q (1598.810000 sec): 3 clusters
  Score: Raw -2672765.124530 + Penalty 3300.167974 = -2669464.956556
  nChanged 41
		SP:Iteration 75Q (1598.880000 sec): 3 clusters
  Score: Raw -2672776.335202 + Penalty 3300.167974 = -2669476.167228
  nChanged 47
		SP:Iteration 76Q (1598.950000 sec): 3 clusters
  Score: Raw -2672790.673623 + Penalty 3300.167974 = -2669490.505650
  nChanged 60
		SP:Iteration 77Q (1599.020000 sec): 3 clusters
  Score: Raw -2672813.456106 + Penalty 3300.167974 = -2669513.288133
  nChanged 58
		SP:Iteration 78Q (1599.080000 sec): 3 clusters
  Score: Raw -2672840.094740 + Penalty 3300.167974 = -2669539.926766
  nChanged 65
		SP:Iteration 79Q (1599.150000 sec): 3 clusters
  Score: Raw -2672866.245720 + Penalty 3300.167974 = -2669566.077746
  nChanged 71
		SP:Iteration 80F (1599.220000 sec): 3 clusters
  Score: Raw -2672894.560735 + Penalty 3300.167974 = -2669594.392762
  nChanged 85
		SP:Iteration 81Q (1599.280000 sec): 3 clusters
  Score: Raw -2672929.508576 + Penalty 3300.167974 = -2669629.340603
  nChanged 88
		SP:Iteration 82Q (1599.350000 sec): 3 clusters
  Score: Raw -2672966.471083 + Penalty 3300.167974 = -2669666.303110
  nChanged 79
		SP:Iteration 83Q (1599.420000 sec): 3 clusters
  Score: Raw -2673000.739427 + Penalty 3300.167974 = -2669700.571454
  nChanged 94
		SP:Iteration 84Q (1599.480000 sec): 3 clusters
  Score: Raw -2673035.278865 + Penalty 3300.167974 = -2669735.110891
  nChanged 87
		SP:Iteration 85Q (1599.540000 sec): 3 clusters
  Score: Raw -2673073.253380 + Penalty 3300.167974 = -2669773.085407
  nChanged 91
		SP:Iteration 86Q (1599.600000 sec): 3 clusters
  Score: Raw -2673110.500678 + Penalty 3300.167974 = -2669810.332705
  nChanged 85
		SP:Iteration 87Q (1599.660000 sec): 3 clusters
  Score: Raw -2673139.356618 + Penalty 3300.167974 = -2669839.188645
  nChanged 64
		SP:Iteration 88Q (1599.710000 sec): 3 clusters
  Score: Raw -2673158.353818 + Penalty 3300.167974 = -2669858.185845
  nChanged 46
		SP:Iteration 89Q (1599.770000 sec): 3 clusters
  Score: Raw -2673169.766239 + Penalty 3300.167974 = -2669869.598265
  nChanged 32
		SP:Iteration 90Q (1599.820000 sec): 3 clusters
  Score: Raw -2673177.515769 + Penalty 3300.167974 = -2669877.347795
  nChanged 21
		SP:Iteration 91Q (1599.880000 sec): 3 clusters
  Score: Raw -2673181.901220 + Penalty 3300.167974 = -2669881.733247
  nChanged 20
		SP:Iteration 92Q (1599.940000 sec): 3 clusters
  Score: Raw -2673187.162483 + Penalty 3300.167974 = -2669886.994509
  nChanged 22
		SP:Iteration 93Q (1600.000000 sec): 3 clusters
  Score: Raw -2673192.576141 + Penalty 3300.167974 = -2669892.408167
  nChanged 21
		SP:Iteration 94Q (1600.050000 sec): 3 clusters
  Score: Raw -2673196.656049 + Penalty 3300.167974 = -2669896.488076
  nChanged 14
		SP:Iteration 95Q (1600.110000 sec): 3 clusters
  Score: Raw -2673199.486527 + Penalty 3300.167974 = -2669899.318554
  nChanged 14
		SP:Iteration 96Q (1600.160000 sec): 3 clusters
  Score: Raw -2673203.269465 + Penalty 3300.167974 = -2669903.101491
  nChanged 14
		SP:Iteration 97Q (1600.220000 sec): 3 clusters
  Score: Raw -2673206.773435 + Penalty 3300.167974 = -2669906.605462
  nChanged 17
		SP:Iteration 98Q (1600.280000 sec): 3 clusters
  Score: Raw -2673210.688558 + Penalty 3300.167974 = -2669910.520584
  nChanged 14
		SP:Iteration 99Q (1600.330000 sec): 3 clusters
  Score: Raw -2673213.038107 + Penalty 3300.167974 = -2669912.870134
  nChanged 9
		SP:Iteration 100F (1600.400000 sec): 3 clusters
  Score: Raw -2673214.330899 + Penalty 3300.167974 = -2669914.162926
  nChanged 7
		SP:Iteration 101Q (1600.460000 sec): 3 clusters
  Score: Raw -2673215.431146 + Penalty 3300.167974 = -2669915.263173
  nChanged 3
		SP:Iteration 102Q (1600.510000 sec): 3 clusters
  Score: Raw -2673215.854618 + Penalty 3300.167974 = -2669915.686644
  nChanged 2
		SP:Iteration 103Q (1600.570000 sec): 3 clusters
  Score: Raw -2673216.062210 + Penalty 3300.167974 = -2669915.894237
  nChanged 1
		SP:Iteration 104Q (1600.630000 sec): 3 clusters
  Score: Raw -2673216.255526 + Penalty 3300.167974 = -2669916.087553
  nChanged 3
		SP:Iteration 105Q (1600.680000 sec): 3 clusters
  Score: Raw -2673216.551204 + Penalty 3300.167974 = -2669916.383230
  nChanged 3
		SP:Iteration 106Q (1600.740000 sec): 3 clusters
  Score: Raw -2673217.066307 + Penalty 3300.167974 = -2669916.898333
  nChanged 3
		SP:Iteration 107Q (1600.800000 sec): 3 clusters
  Score: Raw -2673217.647534 + Penalty 3300.167974 = -2669917.479561
  nChanged 5
		SP:Iteration 108Q (1600.850000 sec): 3 clusters
  Score: Raw -2673218.942479 + Penalty 3300.167974 = -2669918.774506
  nChanged 6
		SP:Iteration 109Q (1600.910000 sec): 3 clusters
  Score: Raw -2673220.249899 + Penalty 3300.167974 = -2669920.081925
  nChanged 5
		SP:Iteration 110Q (1600.960000 sec): 3 clusters
  Score: Raw -2673221.145045 + Penalty 3300.167974 = -2669920.977072
  nChanged 6
		SP:Iteration 111Q (1601.020000 sec): 3 clusters
  Score: Raw -2673222.163061 + Penalty 3300.167974 = -2669921.995087
  nChanged 6
		SP:Iteration 112Q (1601.080000 sec): 3 clusters
  Score: Raw -2673223.246282 + Penalty 3300.167974 = -2669923.078309
  nChanged 11
		SP:Iteration 113Q (1601.130000 sec): 3 clusters
  Score: Raw -2673224.960244 + Penalty 3300.167974 = -2669924.792271
  nChanged 7
		SP:Iteration 114Q (1601.180000 sec): 3 clusters
  Score: Raw -2673226.342852 + Penalty 3300.167974 = -2669926.174879
  nChanged 7
		SP:Iteration 115Q (1601.240000 sec): 3 clusters
  Score: Raw -2673227.628724 + Penalty 3300.167974 = -2669927.460750
  nChanged 4
		SP:Iteration 116Q (1601.300000 sec): 3 clusters
  Score: Raw -2673228.356830 + Penalty 3300.167974 = -2669928.188856
  nChanged 4
		SP:Iteration 117Q (1601.350000 sec): 3 clusters
  Score: Raw -2673229.224756 + Penalty 3300.167974 = -2669929.056783
  nChanged 4
		SP:Iteration 118Q (1601.410000 sec): 3 clusters
  Score: Raw -2673229.791117 + Penalty 3300.167974 = -2669929.623143
  nChanged 2
		SP:Iteration 119Q (1601.460000 sec): 3 clusters
  Score: Raw -2673230.061879 + Penalty 3300.167974 = -2669929.893906
  nChanged 3
		SP:Iteration 120F (1601.540000 sec): 3 clusters
  Score: Raw -2673230.762082 + Penalty 3300.167974 = -2669930.594109
  nChanged 8
		SP:Iteration 121Q (1601.590000 sec): 3 clusters
  Score: Raw -2673232.000760 + Penalty 3300.167974 = -2669931.832787
  nChanged 8
		SP:Iteration 122Q (1601.650000 sec): 3 clusters
  Score: Raw -2673233.342929 + Penalty 3300.167974 = -2669933.174955
  nChanged 5
		SP:Iteration 123Q (1601.700000 sec): 3 clusters
  Score: Raw -2673233.874233 + Penalty 3300.167974 = -2669933.706260
  nChanged 2
		SP:Iteration 124Q (1601.760000 sec): 3 clusters
  Score: Raw -2673234.174814 + Penalty 3300.167974 = -2669934.006841
  nChanged 3
		SP:Iteration 125Q (1601.810000 sec): 3 clusters
  Score: Raw -2673234.539549 + Penalty 3300.167974 = -2669934.371576
  nChanged 1
		SP:Iteration 126Q (1601.870000 sec): 3 clusters
  Score: Raw -2673234.657327 + Penalty 3300.167974 = -2669934.489353
  nChanged 1
		SP:Iteration 127Q (1601.920000 sec): 3 clusters
  Score: Raw -2673234.794518 + Penalty 3300.167974 = -2669934.626545
  nChanged 1
		SP:Iteration 128Q (1601.980000 sec): 3 clusters
  Score: Raw -2673234.956965 + Penalty 3300.167974 = -2669934.788991
  nChanged 2
		SP:Iteration 129Q (1602.030000 sec): 3 clusters
  Score: Raw -2673235.205090 + Penalty 3300.167974 = -2669935.037116
  nChanged 0
		SP:Iteration 130F (1602.100000 sec): 3 clusters
  Score: Raw -2673235.205090 + Penalty 3300.167974 = -2669935.037116
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (113197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1602.490000 sec): 2 clusters
  Score: Raw -11379813.733795 + Penalty 1890.993803 = -11377922.739992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1602.800000 sec): 3 clusters
  Score: Raw -11305782.169735 + Penalty 3781.987606 = -11302000.182129
  nChanged 54274
		SP:Iteration 1F (1603.120000 sec): 3 clusters
  Score: Raw -11337359.092909 + Penalty 3781.987606 = -11333577.105302
  nChanged 3867
		SP:Iteration 2Q (1603.440000 sec): 3 clusters
  Score: Raw -11338397.346565 + Penalty 3781.987606 = -11334615.358959
  nChanged 4279
		SP:Iteration 3Q (1603.760000 sec): 3 clusters
  Score: Raw -11339857.509280 + Penalty 3781.987606 = -11336075.521674
  nChanged 4984
		SP:Iteration 4Q (1604.080000 sec): 3 clusters
  Score: Raw -11341940.175059 + Penalty 3781.987606 = -11338158.187453
  nChanged 5839
		SP:Iteration 5F (1604.400000 sec): 3 clusters
  Score: Raw -11344888.387323 + Penalty 3781.987606 = -11341106.399716
  nChanged 6636
		SP:Iteration 6F (1604.720000 sec): 3 clusters
  Score: Raw -11348892.142985 + Penalty 3781.987606 = -11345110.155378
  nChanged 7147
		SP:Iteration 7F (1605.040000 sec): 3 clusters
  Score: Raw -11353816.097743 + Penalty 3781.987606 = -11350034.110137
  nChanged 7115
		SP:Iteration 8F (1605.350000 sec): 3 clusters
  Score: Raw -11358708.738028 + Penalty 3781.987606 = -11354926.750421
  nChanged 6234
		SP:Iteration 9F (1605.670000 sec): 3 clusters
  Score: Raw -11362184.637860 + Penalty 3781.987606 = -11358402.650254
  nChanged 4446
		SP:Iteration 10Q (1605.990000 sec): 3 clusters
  Score: Raw -11363783.048870 + Penalty 3781.987606 = -11360001.061264
  nChanged 2783
		SP:Iteration 11Q (1606.310000 sec): 3 clusters
  Score: Raw -11364442.260792 + Penalty 3781.987606 = -11360660.273186
  nChanged 1793
		SP:Iteration 12Q (1606.620000 sec): 3 clusters
  Score: Raw -11364812.399277 + Penalty 3781.987606 = -11361030.411670
  nChanged 1300
		SP:Iteration 13Q (1606.940000 sec): 3 clusters
  Score: Raw -11365053.904812 + Penalty 3781.987606 = -11361271.917206
  nChanged 1111
		SP:Iteration 14Q (1607.250000 sec): 3 clusters
  Score: Raw -11365253.130518 + Penalty 3781.987606 = -11361471.142912
  nChanged 1040
		SP:Iteration 15Q (1607.570000 sec): 3 clusters
  Score: Raw -11365442.916946 + Penalty 3781.987606 = -11361660.929340
  nChanged 1015
		SP:Iteration 16Q (1607.890000 sec): 3 clusters
  Score: Raw -11365621.071372 + Penalty 3781.987606 = -11361839.083765
  nChanged 1007
		SP:Iteration 17Q (1608.210000 sec): 3 clusters
  Score: Raw -11365790.844614 + Penalty 3781.987606 = -11362008.857007
  nChanged 990
		SP:Iteration 18Q (1608.520000 sec): 3 clusters
  Score: Raw -11365968.937270 + Penalty 3781.987606 = -11362186.949664
  nChanged 1019
		SP:Iteration 19Q (1608.830000 sec): 3 clusters
  Score: Raw -11366150.362373 + Penalty 3781.987606 = -11362368.374767
  nChanged 1021
		SP:Iteration 20F (1609.140000 sec): 3 clusters
  Score: Raw -11366339.552322 + Penalty 3781.987606 = -11362557.564716
  nChanged 1044
		SP:Iteration 21Q (1609.470000 sec): 3 clusters
  Score: Raw -11366531.184407 + Penalty 3781.987606 = -11362749.196800
  nChanged 1043
		SP:Iteration 22Q (1609.790000 sec): 3 clusters
  Score: Raw -11366718.772278 + Penalty 3781.987606 = -11362936.784672
  nChanged 1032
		SP:Iteration 23Q (1610.100000 sec): 3 clusters
  Score: Raw -11366913.005843 + Penalty 3781.987606 = -11363131.018236
  nChanged 1053
		SP:Iteration 24Q (1610.410000 sec): 3 clusters
  Score: Raw -11367110.519609 + Penalty 3781.987606 = -11363328.532002
  nChanged 1151
		SP:Iteration 25Q (1610.720000 sec): 3 clusters
  Score: Raw -11367325.695935 + Penalty 3781.987606 = -11363543.708329
  nChanged 1154
		SP:Iteration 26Q (1611.030000 sec): 3 clusters
  Score: Raw -11367541.521718 + Penalty 3781.987606 = -11363759.534111
  nChanged 1158
		SP:Iteration 27Q (1611.340000 sec): 3 clusters
  Score: Raw -11367767.947919 + Penalty 3781.987606 = -11363985.960312
  nChanged 1231
		SP:Iteration 28Q (1611.640000 sec): 3 clusters
  Score: Raw -11368015.920698 + Penalty 3781.987606 = -11364233.933092
  nChanged 1225
		SP:Iteration 29Q (1611.950000 sec): 3 clusters
  Score: Raw -11368263.555135 + Penalty 3781.987606 = -11364481.567529
  nChanged 1259
		SP:Iteration 30Q (1612.250000 sec): 3 clusters
  Score: Raw -11368523.704306 + Penalty 3781.987606 = -11364741.716700
  nChanged 1315
		SP:Iteration 31Q (1612.550000 sec): 3 clusters
  Score: Raw -11368798.316428 + Penalty 3781.987606 = -11365016.328821
  nChanged 1314
		SP:Iteration 32Q (1612.850000 sec): 3 clusters
  Score: Raw -11369074.541961 + Penalty 3781.987606 = -11365292.554355
  nChanged 1313
		SP:Iteration 33Q (1613.150000 sec): 3 clusters
  Score: Raw -11369350.613456 + Penalty 3781.987606 = -11365568.625850
  nChanged 1334
		SP:Iteration 34Q (1613.450000 sec): 3 clusters
  Score: Raw -11369646.558424 + Penalty 3781.987606 = -11365864.570818
  nChanged 1422
		SP:Iteration 35Q (1613.750000 sec): 3 clusters
  Score: Raw -11369982.113313 + Penalty 3781.987606 = -11366200.125706
  nChanged 1455
		SP:Iteration 36Q (1614.040000 sec): 3 clusters
  Score: Raw -11370330.554786 + Penalty 3781.987606 = -11366548.567179
  nChanged 1452
		SP:Iteration 37Q (1614.340000 sec): 3 clusters
  Score: Raw -11370690.381526 + Penalty 3781.987606 = -11366908.393920
  nChanged 1485
		SP:Iteration 38Q (1614.630000 sec): 3 clusters
  Score: Raw -11371069.429086 + Penalty 3781.987606 = -11367287.441480
  nChanged 1498
		SP:Iteration 39Q (1614.910000 sec): 3 clusters
  Score: Raw -11371478.875723 + Penalty 3781.987606 = -11367696.888116
  nChanged 1522
		SP:Iteration 40F (1615.230000 sec): 3 clusters
  Score: Raw -11371925.442838 + Penalty 3781.987606 = -11368143.455232
  nChanged 1523
		SP:Iteration 41Q (1615.520000 sec): 3 clusters
  Score: Raw -11372398.333260 + Penalty 3781.987606 = -11368616.345653
  nChanged 1497
		SP:Iteration 42Q (1615.800000 sec): 3 clusters
  Score: Raw -11372894.951340 + Penalty 3781.987606 = -11369112.963734
  nChanged 1481
		SP:Iteration 43Q (1616.090000 sec): 3 clusters
  Score: Raw -11373401.198755 + Penalty 3781.987606 = -11369619.211148
  nChanged 1387
		SP:Iteration 44Q (1616.360000 sec): 3 clusters
  Score: Raw -11373891.960311 + Penalty 3781.987606 = -11370109.972705
  nChanged 1340
		SP:Iteration 45Q (1616.640000 sec): 3 clusters
  Score: Raw -11374402.350144 + Penalty 3781.987606 = -11370620.362538
  nChanged 1260
		SP:Iteration 46Q (1616.920000 sec): 3 clusters
  Score: Raw -11374910.564271 + Penalty 3781.987606 = -11371128.576664
  nChanged 1202
		SP:Iteration 47Q (1617.190000 sec): 3 clusters
  Score: Raw -11375429.177601 + Penalty 3781.987606 = -11371647.189995
  nChanged 1120
		SP:Iteration 48Q (1617.460000 sec): 3 clusters
  Score: Raw -11375923.114852 + Penalty 3781.987606 = -11372141.127246
  nChanged 1071
		SP:Iteration 49Q (1617.730000 sec): 3 clusters
  Score: Raw -11376427.289549 + Penalty 3781.987606 = -11372645.301943
  nChanged 998
		SP:Iteration 50Q (1618.000000 sec): 3 clusters
  Score: Raw -11376859.586997 + Penalty 3781.987606 = -11373077.599391
  nChanged 897
		SP:Iteration 51Q (1618.250000 sec): 3 clusters
  Score: Raw -11377214.658736 + Penalty 3781.987606 = -11373432.671130
  nChanged 794
		SP:Iteration 52Q (1618.510000 sec): 3 clusters
  Score: Raw -11377512.340289 + Penalty 3781.987606 = -11373730.352683
  nChanged 730
		SP:Iteration 53Q (1618.760000 sec): 3 clusters
  Score: Raw -11377785.954232 + Penalty 3781.987606 = -11374003.966625
  nChanged 640
		SP:Iteration 54Q (1619.020000 sec): 3 clusters
  Score: Raw -11378010.192893 + Penalty 3781.987606 = -11374228.205287
  nChanged 588
		SP:Iteration 55Q (1619.270000 sec): 3 clusters
  Score: Raw -11378213.964391 + Penalty 3781.987606 = -11374431.976784
  nChanged 591
		SP:Iteration 56Q (1619.510000 sec): 3 clusters
  Score: Raw -11378425.509953 + Penalty 3781.987606 = -11374643.522347
  nChanged 544
		SP:Iteration 57Q (1619.750000 sec): 3 clusters
  Score: Raw -11378614.451660 + Penalty 3781.987606 = -11374832.464053
  nChanged 479
		SP:Iteration 58Q (1619.990000 sec): 3 clusters
  Score: Raw -11378774.119697 + Penalty 3781.987606 = -11374992.132091
  nChanged 428
		SP:Iteration 59Q (1620.240000 sec): 3 clusters
  Score: Raw -11378917.322244 + Penalty 3781.987606 = -11375135.334638
  nChanged 406
		SP:Iteration 60F (1620.540000 sec): 3 clusters
  Score: Raw -11379054.221344 + Penalty 3781.987606 = -11375272.233738
  nChanged 353
		SP:Iteration 61Q (1620.780000 sec): 3 clusters
  Score: Raw -11379179.674829 + Penalty 3781.987606 = -11375397.687223
  nChanged 332
		SP:Iteration 62Q (1621.020000 sec): 3 clusters
  Score: Raw -11379295.804825 + Penalty 3781.987606 = -11375513.817219
  nChanged 296
		SP:Iteration 63Q (1621.260000 sec): 3 clusters
  Score: Raw -11379398.295392 + Penalty 3781.987606 = -11375616.307786
  nChanged 268
		SP:Iteration 64Q (1621.500000 sec): 3 clusters
  Score: Raw -11379482.568235 + Penalty 3781.987606 = -11375700.580629
  nChanged 249
		SP:Iteration 65Q (1621.740000 sec): 3 clusters
  Score: Raw -11379560.486825 + Penalty 3781.987606 = -11375778.499218
  nChanged 230
		SP:Iteration 66Q (1621.980000 sec): 3 clusters
  Score: Raw -11379625.766705 + Penalty 3781.987606 = -11375843.779098
  nChanged 216
		SP:Iteration 67Q (1622.210000 sec): 3 clusters
  Score: Raw -11379683.864864 + Penalty 3781.987606 = -11375901.877257
  nChanged 188
		SP:Iteration 68Q (1622.440000 sec): 3 clusters
  Score: Raw -11379736.277888 + Penalty 3781.987606 = -11375954.290282
  nChanged 164
		SP:Iteration 69Q (1622.680000 sec): 3 clusters
  Score: Raw -11379784.815552 + Penalty 3781.987606 = -11376002.827946
  nChanged 179
		SP:Iteration 70Q (1622.910000 sec): 3 clusters
  Score: Raw -11379839.261463 + Penalty 3781.987606 = -11376057.273857
  nChanged 152
		SP:Iteration 71Q (1623.130000 sec): 3 clusters
  Score: Raw -11379883.693260 + Penalty 3781.987606 = -11376101.705654
  nChanged 154
		SP:Iteration 72Q (1623.370000 sec): 3 clusters
  Score: Raw -11379934.626701 + Penalty 3781.987606 = -11376152.639094
  nChanged 150
		SP:Iteration 73Q (1623.600000 sec): 3 clusters
  Score: Raw -11379980.637423 + Penalty 3781.987606 = -11376198.649817
  nChanged 113
		SP:Iteration 74Q (1623.830000 sec): 3 clusters
  Score: Raw -11380012.353064 + Penalty 3781.987606 = -11376230.365458
  nChanged 94
		SP:Iteration 75Q (1624.060000 sec): 3 clusters
  Score: Raw -11380035.161740 + Penalty 3781.987606 = -11376253.174134
  nChanged 75
		SP:Iteration 76Q (1624.300000 sec): 3 clusters
  Score: Raw -11380053.654463 + Penalty 3781.987606 = -11376271.666856
  nChanged 70
		SP:Iteration 77Q (1624.520000 sec): 3 clusters
  Score: Raw -11380071.021857 + Penalty 3781.987606 = -11376289.034250
  nChanged 60
		SP:Iteration 78Q (1624.750000 sec): 3 clusters
  Score: Raw -11380085.399049 + Penalty 3781.987606 = -11376303.411443
  nChanged 60
		SP:Iteration 79Q (1624.980000 sec): 3 clusters
  Score: Raw -11380101.879348 + Penalty 3781.987606 = -11376319.891742
  nChanged 50
		SP:Iteration 80F (1625.300000 sec): 3 clusters
  Score: Raw -11380112.811583 + Penalty 3781.987606 = -11376330.823977
  nChanged 43
		SP:Iteration 81Q (1625.520000 sec): 3 clusters
  Score: Raw -11380122.138708 + Penalty 3781.987606 = -11376340.151102
  nChanged 38
		SP:Iteration 82Q (1625.750000 sec): 3 clusters
  Score: Raw -11380131.415849 + Penalty 3781.987606 = -11376349.428243
  nChanged 32
		SP:Iteration 83Q (1625.980000 sec): 3 clusters
  Score: Raw -11380139.656540 + Penalty 3781.987606 = -11376357.668934
  nChanged 32
		SP:Iteration 84Q (1626.200000 sec): 3 clusters
  Score: Raw -11380147.691788 + Penalty 3781.987606 = -11376365.704182
  nChanged 27
		SP:Iteration 85Q (1626.440000 sec): 3 clusters
  Score: Raw -11380155.652196 + Penalty 3781.987606 = -11376373.664589
  nChanged 33
		SP:Iteration 86Q (1626.660000 sec): 3 clusters
  Score: Raw -11380163.618753 + Penalty 3781.987606 = -11376381.631147
  nChanged 30
		SP:Iteration 87Q (1626.880000 sec): 3 clusters
  Score: Raw -11380169.665844 + Penalty 3781.987606 = -11376387.678237
  nChanged 17
		SP:Iteration 88Q (1627.110000 sec): 3 clusters
  Score: Raw -11380173.413266 + Penalty 3781.987606 = -11376391.425660
  nChanged 19
		SP:Iteration 89Q (1627.330000 sec): 3 clusters
  Score: Raw -11380177.050748 + Penalty 3781.987606 = -11376395.063142
  nChanged 15
		SP:Iteration 90Q (1627.560000 sec): 3 clusters
  Score: Raw -11380180.794672 + Penalty 3781.987606 = -11376398.807066
  nChanged 20
		SP:Iteration 91Q (1627.790000 sec): 3 clusters
  Score: Raw -11380186.200436 + Penalty 3781.987606 = -11376404.212830
  nChanged 18
		SP:Iteration 92Q (1628.020000 sec): 3 clusters
  Score: Raw -11380189.554579 + Penalty 3781.987606 = -11376407.566973
  nChanged 7
		SP:Iteration 93Q (1628.240000 sec): 3 clusters
  Score: Raw -11380190.418841 + Penalty 3781.987606 = -11376408.431235
  nChanged 10
		SP:Iteration 94Q (1628.460000 sec): 3 clusters
  Score: Raw -11380192.301144 + Penalty 3781.987606 = -11376410.313538
  nChanged 8
		SP:Iteration 95Q (1628.690000 sec): 3 clusters
  Score: Raw -11380193.834061 + Penalty 3781.987606 = -11376411.846454
  nChanged 12
		SP:Iteration 96Q (1628.920000 sec): 3 clusters
  Score: Raw -11380195.982372 + Penalty 3781.987606 = -11376413.994765
  nChanged 12
		SP:Iteration 97Q (1629.160000 sec): 3 clusters
  Score: Raw -11380198.342334 + Penalty 3781.987606 = -11376416.354728
  nChanged 10
		SP:Iteration 98Q (1629.380000 sec): 3 clusters
  Score: Raw -11380199.784528 + Penalty 3781.987606 = -11376417.796922
  nChanged 7
		SP:Iteration 99Q (1629.610000 sec): 3 clusters
  Score: Raw -11380201.283892 + Penalty 3781.987606 = -11376419.296286
  nChanged 7
		SP:Iteration 100F (1629.920000 sec): 3 clusters
  Score: Raw -11380202.951919 + Penalty 3781.987606 = -11376420.964312
  nChanged 11
		SP:Iteration 101Q (1630.150000 sec): 3 clusters
  Score: Raw -11380205.040533 + Penalty 3781.987606 = -11376423.052927
  nChanged 8
		SP:Iteration 102Q (1630.370000 sec): 3 clusters
  Score: Raw -11380206.563296 + Penalty 3781.987606 = -11376424.575690
  nChanged 6
		SP:Iteration 103Q (1630.600000 sec): 3 clusters
  Score: Raw -11380207.792059 + Penalty 3781.987606 = -11376425.804453
  nChanged 5
		SP:Iteration 104Q (1630.820000 sec): 3 clusters
  Score: Raw -11380209.056777 + Penalty 3781.987606 = -11376427.069171
  nChanged 7
		SP:Iteration 105Q (1631.040000 sec): 3 clusters
  Score: Raw -11380210.336208 + Penalty 3781.987606 = -11376428.348602
  nChanged 8
		SP:Iteration 106Q (1631.270000 sec): 3 clusters
  Score: Raw -11380211.924908 + Penalty 3781.987606 = -11376429.937302
  nChanged 7
		SP:Iteration 107Q (1631.500000 sec): 3 clusters
  Score: Raw -11380213.413068 + Penalty 3781.987606 = -11376431.425462
  nChanged 9
		SP:Iteration 108Q (1631.720000 sec): 3 clusters
  Score: Raw -11380215.036102 + Penalty 3781.987606 = -11376433.048495
  nChanged 8
		SP:Iteration 109Q (1631.950000 sec): 3 clusters
  Score: Raw -11380216.693858 + Penalty 3781.987606 = -11376434.706251
  nChanged 9
		SP:Iteration 110Q (1632.170000 sec): 3 clusters
  Score: Raw -11380218.799312 + Penalty 3781.987606 = -11376436.811706
  nChanged 6
		SP:Iteration 111Q (1632.410000 sec): 3 clusters
  Score: Raw -11380220.375506 + Penalty 3781.987606 = -11376438.387900
  nChanged 7
		SP:Iteration 112Q (1632.630000 sec): 3 clusters
  Score: Raw -11380222.049298 + Penalty 3781.987606 = -11376440.061692
  nChanged 4
		SP:Iteration 113Q (1632.860000 sec): 3 clusters
  Score: Raw -11380223.017007 + Penalty 3781.987606 = -11376441.029400
  nChanged 5
		SP:Iteration 114Q (1633.090000 sec): 3 clusters
  Score: Raw -11380223.905442 + Penalty 3781.987606 = -11376441.917836
  nChanged 2
		SP:Iteration 115Q (1633.310000 sec): 3 clusters
  Score: Raw -11380224.141158 + Penalty 3781.987606 = -11376442.153552
  nChanged 0
		SP:Iteration 116F (1633.610000 sec): 3 clusters
  Score: Raw -11380224.141158 + Penalty 3781.987606 = -11376442.153552
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (11768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1633.710000 sec): 2 clusters
  Score: Raw -1212711.957135 + Penalty 1523.135130 = -1211188.822004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1633.740000 sec): 3 clusters
  Score: Raw -1205980.125096 + Penalty 3046.270260 = -1202933.854836
  nChanged 5109
		SP:Iteration 1F (1633.770000 sec): 3 clusters
  Score: Raw -1208698.127437 + Penalty 3046.270260 = -1205651.857177
  nChanged 643
		SP:Iteration 2F (1633.810000 sec): 3 clusters
  Score: Raw -1208948.118537 + Penalty 3046.270260 = -1205901.848277
  nChanged 550
		SP:Iteration 3Q (1633.830000 sec): 3 clusters
  Score: Raw -1209133.155312 + Penalty 3046.270260 = -1206086.885052
  nChanged 450
		SP:Iteration 4Q (1633.870000 sec): 3 clusters
  Score: Raw -1209293.739989 + Penalty 3046.270260 = -1206247.469728
  nChanged 419
		SP:Iteration 5Q (1633.900000 sec): 3 clusters
  Score: Raw -1209466.200187 + Penalty 3046.270260 = -1206419.929927
  nChanged 459
		SP:Iteration 6Q (1633.930000 sec): 3 clusters
  Score: Raw -1209653.951640 + Penalty 3046.270260 = -1206607.681380
  nChanged 505
		SP:Iteration 7Q (1633.960000 sec): 3 clusters
  Score: Raw -1209909.898442 + Penalty 3046.270260 = -1206863.628182
  nChanged 602
		SP:Iteration 8F (1633.990000 sec): 3 clusters
  Score: Raw -1210281.752374 + Penalty 3046.270260 = -1207235.482114
  nChanged 668
		SP:Iteration 9F (1634.020000 sec): 3 clusters
  Score: Raw -1210735.380173 + Penalty 3046.270260 = -1207689.109912
  nChanged 713
		SP:Iteration 10F (1634.050000 sec): 3 clusters
  Score: Raw -1211293.530026 + Penalty 3046.270260 = -1208247.259766
  nChanged 642
		SP:Iteration 11F (1634.080000 sec): 3 clusters
  Score: Raw -1211813.966117 + Penalty 3046.270260 = -1208767.695857
  nChanged 485
		SP:Iteration 12Q (1634.110000 sec): 3 clusters
  Score: Raw -1212200.720780 + Penalty 3046.270260 = -1209154.450519
  nChanged 315
		SP:Iteration 13Q (1634.140000 sec): 3 clusters
  Score: Raw -1212449.468309 + Penalty 3046.270260 = -1209403.198049
  nChanged 189
		SP:Iteration 14Q (1634.160000 sec): 3 clusters
  Score: Raw -1212618.788841 + Penalty 3046.270260 = -1209572.518581
  nChanged 107
		SP:Iteration 15Q (1634.190000 sec): 3 clusters
  Score: Raw -1212721.692105 + Penalty 3046.270260 = -1209675.421845
  nChanged 78
		SP:Iteration 16Q (1634.210000 sec): 3 clusters
  Score: Raw -1212788.323271 + Penalty 3046.270260 = -1209742.053011
  nChanged 32
		SP:Iteration 17Q (1634.240000 sec): 3 clusters
  Score: Raw -1212816.291578 + Penalty 3046.270260 = -1209770.021317
  nChanged 20
		SP:Iteration 18Q (1634.270000 sec): 3 clusters
  Score: Raw -1212833.735672 + Penalty 3046.270260 = -1209787.465411
  nChanged 17
		SP:Iteration 19Q (1634.290000 sec): 3 clusters
  Score: Raw -1212847.790925 + Penalty 3046.270260 = -1209801.520665
  nChanged 15
		SP:Iteration 20F (1634.320000 sec): 3 clusters
  Score: Raw -1212860.133666 + Penalty 3046.270260 = -1209813.863406
  nChanged 5
		SP:Iteration 21Q (1634.340000 sec): 3 clusters
  Score: Raw -1212866.012113 + Penalty 3046.270260 = -1209819.741853
  nChanged 7
		SP:Iteration 22Q (1634.360000 sec): 3 clusters
  Score: Raw -1212870.315511 + Penalty 3046.270260 = -1209824.045251
  nChanged 4
		SP:Iteration 23Q (1634.390000 sec): 3 clusters
  Score: Raw -1212875.454113 + Penalty 3046.270260 = -1209829.183852
  nChanged 7
		SP:Iteration 24Q (1634.410000 sec): 3 clusters
  Score: Raw -1212881.803055 + Penalty 3046.270260 = -1209835.532795
  nChanged 2
		SP:Iteration 25Q (1634.430000 sec): 3 clusters
  Score: Raw -1212884.970148 + Penalty 3046.270260 = -1209838.699888
  nChanged 4
		SP:Iteration 26Q (1634.450000 sec): 3 clusters
  Score: Raw -1212888.103738 + Penalty 3046.270260 = -1209841.833478
  nChanged 2
		SP:Iteration 27Q (1634.470000 sec): 3 clusters
  Score: Raw -1212888.808252 + Penalty 3046.270260 = -1209842.537991
  nChanged 1
		SP:Iteration 28Q (1634.500000 sec): 3 clusters
  Score: Raw -1212889.914914 + Penalty 3046.270260 = -1209843.644654
  nChanged 1
		SP:Iteration 29Q (1634.520000 sec): 3 clusters
  Score: Raw -1212890.225304 + Penalty 3046.270260 = -1209843.955043
  nChanged 0
		SP:Iteration 30F (1634.550000 sec): 3 clusters
  Score: Raw -1212890.225304 + Penalty 3046.270260 = -1209843.955043
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 24 (13054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1634.590000 sec): 2 clusters
  Score: Raw -1325081.491751 + Penalty 1539.988105 = -1323541.503646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1634.620000 sec): 3 clusters
  Score: Raw -1317515.229962 + Penalty 3079.976211 = -1314435.253751
  nChanged 5801
		SP:Iteration 1F (1634.660000 sec): 3 clusters
  Score: Raw -1320540.303107 + Penalty 3079.976211 = -1317460.326897
  nChanged 753
		SP:Iteration 2F (1634.690000 sec): 3 clusters
  Score: Raw -1320859.959454 + Penalty 3079.976211 = -1317779.983244
  nChanged 640
		SP:Iteration 3Q (1634.730000 sec): 3 clusters
  Score: Raw -1321161.298629 + Penalty 3079.976211 = -1318081.322418
  nChanged 620
		SP:Iteration 4Q (1634.760000 sec): 3 clusters
  Score: Raw -1321412.047655 + Penalty 3079.976211 = -1318332.071444
  nChanged 577
		SP:Iteration 5Q (1634.800000 sec): 3 clusters
  Score: Raw -1321667.008784 + Penalty 3079.976211 = -1318587.032573
  nChanged 568
		SP:Iteration 6Q (1634.830000 sec): 3 clusters
  Score: Raw -1321915.299944 + Penalty 3079.976211 = -1318835.323733
  nChanged 597
		SP:Iteration 7Q (1634.870000 sec): 3 clusters
  Score: Raw -1322222.403098 + Penalty 3079.976211 = -1319142.426887
  nChanged 659
		SP:Iteration 8F (1634.900000 sec): 3 clusters
  Score: Raw -1322578.921067 + Penalty 3079.976211 = -1319498.944856
  nChanged 671
		SP:Iteration 9F (1634.930000 sec): 3 clusters
  Score: Raw -1322962.598805 + Penalty 3079.976211 = -1319882.622594
  nChanged 673
		SP:Iteration 10F (1634.970000 sec): 3 clusters
  Score: Raw -1323347.798109 + Penalty 3079.976211 = -1320267.821898
  nChanged 629
		SP:Iteration 11Q (1635.000000 sec): 3 clusters
  Score: Raw -1323711.588868 + Penalty 3079.976211 = -1320631.612657
  nChanged 524
		SP:Iteration 12Q (1635.040000 sec): 3 clusters
  Score: Raw -1324006.115646 + Penalty 3079.976211 = -1320926.139435
  nChanged 418
		SP:Iteration 13Q (1635.070000 sec): 3 clusters
  Score: Raw -1324202.440135 + Penalty 3079.976211 = -1321122.463924
  nChanged 317
		SP:Iteration 14Q (1635.110000 sec): 3 clusters
  Score: Raw -1324334.766412 + Penalty 3079.976211 = -1321254.790201
  nChanged 270
		SP:Iteration 15Q (1635.140000 sec): 3 clusters
  Score: Raw -1324436.032396 + Penalty 3079.976211 = -1321356.056185
  nChanged 216
		SP:Iteration 16Q (1635.170000 sec): 3 clusters
  Score: Raw -1324518.811301 + Penalty 3079.976211 = -1321438.835091
  nChanged 193
		SP:Iteration 17Q (1635.210000 sec): 3 clusters
  Score: Raw -1324585.184357 + Penalty 3079.976211 = -1321505.208146
  nChanged 160
		SP:Iteration 18Q (1635.240000 sec): 3 clusters
  Score: Raw -1324645.635751 + Penalty 3079.976211 = -1321565.659541
  nChanged 151
		SP:Iteration 19Q (1635.280000 sec): 3 clusters
  Score: Raw -1324710.588456 + Penalty 3079.976211 = -1321630.612245
  nChanged 161
		SP:Iteration 20F (1635.310000 sec): 3 clusters
  Score: Raw -1324788.607675 + Penalty 3079.976211 = -1321708.631464
  nChanged 135
		SP:Iteration 21Q (1635.340000 sec): 3 clusters
  Score: Raw -1324854.127155 + Penalty 3079.976211 = -1321774.150944
  nChanged 139
		SP:Iteration 22Q (1635.380000 sec): 3 clusters
  Score: Raw -1324928.547061 + Penalty 3079.976211 = -1321848.570851
  nChanged 129
		SP:Iteration 23Q (1635.410000 sec): 3 clusters
  Score: Raw -1325002.915057 + Penalty 3079.976211 = -1321922.938847
  nChanged 140
		SP:Iteration 24Q (1635.440000 sec): 3 clusters
  Score: Raw -1325064.514380 + Penalty 3079.976211 = -1321984.538169
  nChanged 110
		SP:Iteration 25Q (1635.470000 sec): 3 clusters
  Score: Raw -1325109.685278 + Penalty 3079.976211 = -1322029.709068
  nChanged 100
		SP:Iteration 26Q (1635.500000 sec): 3 clusters
  Score: Raw -1325144.470490 + Penalty 3079.976211 = -1322064.494280
  nChanged 73
		SP:Iteration 27Q (1635.530000 sec): 3 clusters
  Score: Raw -1325168.957445 + Penalty 3079.976211 = -1322088.981235
  nChanged 56
		SP:Iteration 28Q (1635.560000 sec): 3 clusters
  Score: Raw -1325189.526215 + Penalty 3079.976211 = -1322109.550004
  nChanged 50
		SP:Iteration 29Q (1635.590000 sec): 3 clusters
  Score: Raw -1325207.324365 + Penalty 3079.976211 = -1322127.348154
  nChanged 46
		SP:Iteration 30Q (1635.620000 sec): 3 clusters
  Score: Raw -1325217.680567 + Penalty 3079.976211 = -1322137.704357
  nChanged 42
		SP:Iteration 31Q (1635.650000 sec): 3 clusters
  Score: Raw -1325228.153062 + Penalty 3079.976211 = -1322148.176851
  nChanged 41
		SP:Iteration 32Q (1635.690000 sec): 3 clusters
  Score: Raw -1325238.397631 + Penalty 3079.976211 = -1322158.421420
  nChanged 34
		SP:Iteration 33Q (1635.710000 sec): 3 clusters
  Score: Raw -1325247.751450 + Penalty 3079.976211 = -1322167.775239
  nChanged 37
		SP:Iteration 34Q (1635.740000 sec): 3 clusters
  Score: Raw -1325254.592763 + Penalty 3079.976211 = -1322174.616552
  nChanged 23
		SP:Iteration 35Q (1635.770000 sec): 3 clusters
  Score: Raw -1325258.879333 + Penalty 3079.976211 = -1322178.903123
  nChanged 13
		SP:Iteration 36Q (1635.800000 sec): 3 clusters
  Score: Raw -1325261.943324 + Penalty 3079.976211 = -1322181.967113
  nChanged 12
		SP:Iteration 37Q (1635.830000 sec): 3 clusters
  Score: Raw -1325263.795154 + Penalty 3079.976211 = -1322183.818944
  nChanged 12
		SP:Iteration 38Q (1635.860000 sec): 3 clusters
  Score: Raw -1325265.373106 + Penalty 3079.976211 = -1322185.396896
  nChanged 10
		SP:Iteration 39Q (1635.890000 sec): 3 clusters
  Score: Raw -1325267.304521 + Penalty 3079.976211 = -1322187.328310
  nChanged 8
		SP:Iteration 40F (1635.920000 sec): 3 clusters
  Score: Raw -1325268.358276 + Penalty 3079.976211 = -1322188.382065
  nChanged 6
		SP:Iteration 41Q (1635.950000 sec): 3 clusters
  Score: Raw -1325268.717580 + Penalty 3079.976211 = -1322188.741369
  nChanged 1
		SP:Iteration 42Q (1635.980000 sec): 3 clusters
  Score: Raw -1325268.818723 + Penalty 3079.976211 = -1322188.842512
  nChanged 0
		SP:Iteration 43F (1636.010000 sec): 3 clusters
  Score: Raw -1325268.818723 + Penalty 3079.976211 = -1322188.842512
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (67758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1636.250000 sec): 2 clusters
  Score: Raw -6938098.279942 + Penalty 1807.600895 = -6936290.679048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1636.450000 sec): 3 clusters
  Score: Raw -6894461.777203 + Penalty 3615.201789 = -6890846.575414
  nChanged 32157
		SP:Iteration 1F (1636.640000 sec): 3 clusters
  Score: Raw -6912896.878224 + Penalty 3615.201789 = -6909281.676435
  nChanged 2298
		SP:Iteration 2Q (1636.830000 sec): 3 clusters
  Score: Raw -6913467.642090 + Penalty 3615.201789 = -6909852.440301
  nChanged 2336
		SP:Iteration 3Q (1637.030000 sec): 3 clusters
  Score: Raw -6914081.097996 + Penalty 3615.201789 = -6910465.896206
  nChanged 2486
		SP:Iteration 4Q (1637.220000 sec): 3 clusters
  Score: Raw -6914804.306334 + Penalty 3615.201789 = -6911189.104544
  nChanged 2632
		SP:Iteration 5Q (1637.420000 sec): 3 clusters
  Score: Raw -6915659.883487 + Penalty 3615.201789 = -6912044.681698
  nChanged 2708
		SP:Iteration 6Q (1637.620000 sec): 3 clusters
  Score: Raw -6916565.071547 + Penalty 3615.201789 = -6912949.869758
  nChanged 2743
		SP:Iteration 7Q (1637.810000 sec): 3 clusters
  Score: Raw -6917587.756697 + Penalty 3615.201789 = -6913972.554908
  nChanged 2762
		SP:Iteration 8Q (1638.020000 sec): 3 clusters
  Score: Raw -6918717.996637 + Penalty 3615.201789 = -6915102.794848
  nChanged 2870
		SP:Iteration 9Q (1638.220000 sec): 3 clusters
  Score: Raw -6920016.692880 + Penalty 3615.201789 = -6916401.491091
  nChanged 2882
		SP:Iteration 10Q (1638.410000 sec): 3 clusters
  Score: Raw -6921423.679304 + Penalty 3615.201789 = -6917808.477515
  nChanged 2881
		SP:Iteration 11Q (1638.600000 sec): 3 clusters
  Score: Raw -6922820.510238 + Penalty 3615.201789 = -6919205.308449
  nChanged 2952
		SP:Iteration 12Q (1638.800000 sec): 3 clusters
  Score: Raw -6924289.920135 + Penalty 3615.201789 = -6920674.718346
  nChanged 3133
		SP:Iteration 13Q (1638.990000 sec): 3 clusters
  Score: Raw -6925911.990781 + Penalty 3615.201789 = -6922296.788992
  nChanged 3319
		SP:Iteration 14Q (1639.180000 sec): 3 clusters
  Score: Raw -6927677.102834 + Penalty 3615.201789 = -6924061.901044
  nChanged 3420
		SP:Iteration 15F (1639.370000 sec): 3 clusters
  Score: Raw -6929598.929444 + Penalty 3615.201789 = -6925983.727655
  nChanged 3458
		SP:Iteration 16F (1639.560000 sec): 3 clusters
  Score: Raw -6931658.794696 + Penalty 3615.201789 = -6928043.592907
  nChanged 3138
		SP:Iteration 17Q (1639.730000 sec): 3 clusters
  Score: Raw -6933594.502118 + Penalty 3615.201789 = -6929979.300329
  nChanged 2582
		SP:Iteration 18Q (1639.900000 sec): 3 clusters
  Score: Raw -6935225.274947 + Penalty 3615.201789 = -6931610.073158
  nChanged 1884
		SP:Iteration 19Q (1640.060000 sec): 3 clusters
  Score: Raw -6936418.896323 + Penalty 3615.201789 = -6932803.694534
  nChanged 1200
		SP:Iteration 20F (1640.250000 sec): 3 clusters
  Score: Raw -6937154.850295 + Penalty 3615.201789 = -6933539.648506
  nChanged 724
		SP:Iteration 21Q (1640.400000 sec): 3 clusters
  Score: Raw -6937598.387807 + Penalty 3615.201789 = -6933983.186018
  nChanged 473
		SP:Iteration 22Q (1640.550000 sec): 3 clusters
  Score: Raw -6937894.958941 + Penalty 3615.201789 = -6934279.757151
  nChanged 288
		SP:Iteration 23Q (1640.700000 sec): 3 clusters
  Score: Raw -6938076.134996 + Penalty 3615.201789 = -6934460.933207
  nChanged 182
		SP:Iteration 24Q (1640.840000 sec): 3 clusters
  Score: Raw -6938195.910188 + Penalty 3615.201789 = -6934580.708399
  nChanged 127
		SP:Iteration 25Q (1640.980000 sec): 3 clusters
  Score: Raw -6938278.725402 + Penalty 3615.201789 = -6934663.523612
  nChanged 74
		SP:Iteration 26Q (1641.120000 sec): 3 clusters
  Score: Raw -6938322.095895 + Penalty 3615.201789 = -6934706.894105
  nChanged 36
		SP:Iteration 27Q (1641.260000 sec): 3 clusters
  Score: Raw -6938342.647738 + Penalty 3615.201789 = -6934727.445949
  nChanged 35
		SP:Iteration 28Q (1641.390000 sec): 3 clusters
  Score: Raw -6938364.874995 + Penalty 3615.201789 = -6934749.673206
  nChanged 37
		SP:Iteration 29Q (1641.520000 sec): 3 clusters
  Score: Raw -6938385.605540 + Penalty 3615.201789 = -6934770.403751
  nChanged 23
		SP:Iteration 30Q (1641.660000 sec): 3 clusters
  Score: Raw -6938397.940331 + Penalty 3615.201789 = -6934782.738541
  nChanged 17
		SP:Iteration 31Q (1641.800000 sec): 3 clusters
  Score: Raw -6938406.460540 + Penalty 3615.201789 = -6934791.258751
  nChanged 9
		SP:Iteration 32Q (1641.940000 sec): 3 clusters
  Score: Raw -6938411.190179 + Penalty 3615.201789 = -6934795.988390
  nChanged 5
		SP:Iteration 33Q (1642.070000 sec): 3 clusters
  Score: Raw -6938413.838834 + Penalty 3615.201789 = -6934798.637045
  nChanged 5
		SP:Iteration 34Q (1642.200000 sec): 3 clusters
  Score: Raw -6938416.021693 + Penalty 3615.201789 = -6934800.819904
  nChanged 3
		SP:Iteration 35Q (1642.340000 sec): 3 clusters
  Score: Raw -6938417.912645 + Penalty 3615.201789 = -6934802.710856
  nChanged 5
		SP:Iteration 36Q (1642.470000 sec): 3 clusters
  Score: Raw -6938420.014367 + Penalty 3615.201789 = -6934804.812578
  nChanged 5
		SP:Iteration 37Q (1642.610000 sec): 3 clusters
  Score: Raw -6938422.254556 + Penalty 3615.201789 = -6934807.052767
  nChanged 6
		SP:Iteration 38Q (1642.750000 sec): 3 clusters
  Score: Raw -6938424.215306 + Penalty 3615.201789 = -6934809.013516
  nChanged 6
		SP:Iteration 39Q (1642.880000 sec): 3 clusters
  Score: Raw -6938427.969018 + Penalty 3615.201789 = -6934812.767229
  nChanged 7
		SP:Iteration 40F (1643.070000 sec): 3 clusters
  Score: Raw -6938432.188445 + Penalty 3615.201789 = -6934816.986656
  nChanged 6
		SP:Iteration 41Q (1643.210000 sec): 3 clusters
  Score: Raw -6938436.705148 + Penalty 3615.201789 = -6934821.503359
  nChanged 8
		SP:Iteration 42Q (1643.340000 sec): 3 clusters
  Score: Raw -6938441.137589 + Penalty 3615.201789 = -6934825.935800
  nChanged 5
		SP:Iteration 43Q (1643.480000 sec): 3 clusters
  Score: Raw -6938443.655658 + Penalty 3615.201789 = -6934828.453869
  nChanged 2
		SP:Iteration 44Q (1643.610000 sec): 3 clusters
  Score: Raw -6938444.655159 + Penalty 3615.201789 = -6934829.453370
  nChanged 2
		SP:Iteration 45Q (1643.750000 sec): 3 clusters
  Score: Raw -6938445.396715 + Penalty 3615.201789 = -6934830.194926
  nChanged 1
		SP:Iteration 46Q (1643.880000 sec): 3 clusters
  Score: Raw -6938445.790345 + Penalty 3615.201789 = -6934830.588556
  nChanged 1
		SP:Iteration 47Q (1644.020000 sec): 3 clusters
  Score: Raw -6938446.371457 + Penalty 3615.201789 = -6934831.169667
  nChanged 0
		SP:Iteration 48F (1644.210000 sec): 3 clusters
  Score: Raw -6938446.371457 + Penalty 3615.201789 = -6934831.169667
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (8603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1644.280000 sec): 2 clusters
  Score: Raw -869910.942251 + Penalty 1472.228267 = -868438.713984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1644.300000 sec): 3 clusters
  Score: Raw -865105.286828 + Penalty 2944.456534 = -862160.830294
  nChanged 3621
		SP:Iteration 1F (1644.330000 sec): 3 clusters
  Score: Raw -867030.997924 + Penalty 2944.456534 = -864086.541390
  nChanged 600
		SP:Iteration 2F (1644.350000 sec): 3 clusters
  Score: Raw -867350.365357 + Penalty 2944.456534 = -864405.908823
  nChanged 562
		SP:Iteration 3F (1644.370000 sec): 3 clusters
  Score: Raw -867661.527697 + Penalty 2944.456534 = -864717.071163
  nChanged 505
		SP:Iteration 4F (1644.400000 sec): 3 clusters
  Score: Raw -867938.027442 + Penalty 2944.456534 = -864993.570908
  nChanged 439
		SP:Iteration 5F (1644.420000 sec): 3 clusters
  Score: Raw -868211.712420 + Penalty 2944.456534 = -865267.255886
  nChanged 437
		SP:Iteration 6F (1644.440000 sec): 3 clusters
  Score: Raw -868476.614542 + Penalty 2944.456534 = -865532.158008
  nChanged 372
		SP:Iteration 7Q (1644.460000 sec): 3 clusters
  Score: Raw -868720.876176 + Penalty 2944.456534 = -865776.419642
  nChanged 347
		SP:Iteration 8Q (1644.480000 sec): 3 clusters
  Score: Raw -868968.012675 + Penalty 2944.456534 = -866023.556141
  nChanged 337
		SP:Iteration 9Q (1644.510000 sec): 3 clusters
  Score: Raw -869252.506290 + Penalty 2944.456534 = -866308.049756
  nChanged 285
		SP:Iteration 10Q (1644.530000 sec): 3 clusters
  Score: Raw -869513.173277 + Penalty 2944.456534 = -866568.716743
  nChanged 208
		SP:Iteration 11Q (1644.550000 sec): 3 clusters
  Score: Raw -869698.115152 + Penalty 2944.456534 = -866753.658618
  nChanged 148
		SP:Iteration 12Q (1644.570000 sec): 3 clusters
  Score: Raw -869837.049825 + Penalty 2944.456534 = -866892.593291
  nChanged 100
		SP:Iteration 13Q (1644.590000 sec): 3 clusters
  Score: Raw -869927.764052 + Penalty 2944.456534 = -866983.307518
  nChanged 64
		SP:Iteration 14Q (1644.610000 sec): 3 clusters
  Score: Raw -869982.466437 + Penalty 2944.456534 = -867038.009903
  nChanged 46
		SP:Iteration 15Q (1644.630000 sec): 3 clusters
  Score: Raw -870023.926095 + Penalty 2944.456534 = -867079.469561
  nChanged 33
		SP:Iteration 16Q (1644.640000 sec): 3 clusters
  Score: Raw -870053.721411 + Penalty 2944.456534 = -867109.264877
  nChanged 20
		SP:Iteration 17Q (1644.660000 sec): 3 clusters
  Score: Raw -870073.727887 + Penalty 2944.456534 = -867129.271353
  nChanged 14
		SP:Iteration 18Q (1644.680000 sec): 3 clusters
  Score: Raw -870086.748158 + Penalty 2944.456534 = -867142.291624
  nChanged 12
		SP:Iteration 19Q (1644.700000 sec): 3 clusters
  Score: Raw -870102.392690 + Penalty 2944.456534 = -867157.936156
  nChanged 16
		SP:Iteration 20F (1644.720000 sec): 3 clusters
  Score: Raw -870118.496742 + Penalty 2944.456534 = -867174.040208
  nChanged 9
		SP:Iteration 21Q (1644.740000 sec): 3 clusters
  Score: Raw -870127.780207 + Penalty 2944.456534 = -867183.323673
  nChanged 10
		SP:Iteration 22Q (1644.750000 sec): 3 clusters
  Score: Raw -870135.602968 + Penalty 2944.456534 = -867191.146434
  nChanged 11
		SP:Iteration 23Q (1644.770000 sec): 3 clusters
  Score: Raw -870147.281313 + Penalty 2944.456534 = -867202.824779
  nChanged 11
		SP:Iteration 24Q (1644.780000 sec): 3 clusters
  Score: Raw -870162.015723 + Penalty 2944.456534 = -867217.559189
  nChanged 10
		SP:Iteration 25Q (1644.800000 sec): 3 clusters
  Score: Raw -870174.095891 + Penalty 2944.456534 = -867229.639356
  nChanged 4
		SP:Iteration 26Q (1644.820000 sec): 3 clusters
  Score: Raw -870176.097332 + Penalty 2944.456534 = -867231.640798
  nChanged 1
		SP:Iteration 27Q (1644.840000 sec): 3 clusters
  Score: Raw -870177.944290 + Penalty 2944.456534 = -867233.487756
  nChanged 3
		SP:Iteration 28Q (1644.850000 sec): 3 clusters
  Score: Raw -870181.901964 + Penalty 2944.456534 = -867237.445430
  nChanged 3
		SP:Iteration 29Q (1644.870000 sec): 3 clusters
  Score: Raw -870183.021354 + Penalty 2944.456534 = -867238.564820
  nChanged 1
		SP:Iteration 30Q (1644.890000 sec): 3 clusters
  Score: Raw -870183.494158 + Penalty 2944.456534 = -867239.037624
  nChanged 0
		SP:Iteration 31F (1644.910000 sec): 3 clusters
  Score: Raw -870183.494158 + Penalty 2944.456534 = -867239.037624
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 27 (2121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1644.920000 sec): 2 clusters
  Score: Raw -193852.591347 + Penalty 1244.691980 = -192607.899367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1644.930000 sec): 3 clusters
  Score: Raw -192940.520709 + Penalty 2489.383960 = -190451.136749
  nChanged 750
		SP:Iteration 1F (1644.930000 sec): 3 clusters
  Score: Raw -193441.058305 + Penalty 2489.383960 = -190951.674345
  nChanged 176
		SP:Iteration 2F (1644.940000 sec): 3 clusters
  Score: Raw -193572.991348 + Penalty 2489.383960 = -191083.607388
  nChanged 112
		SP:Iteration 3F (1644.940000 sec): 3 clusters
  Score: Raw -193666.415475 + Penalty 2489.383960 = -191177.031515
  nChanged 93
		SP:Iteration 4Q (1644.950000 sec): 3 clusters
  Score: Raw -193747.900763 + Penalty 2489.383960 = -191258.516803
  nChanged 77
		SP:Iteration 5Q (1644.960000 sec): 3 clusters
  Score: Raw -193808.627694 + Penalty 2489.383960 = -191319.243733
  nChanged 68
		SP:Iteration 6Q (1644.960000 sec): 3 clusters
  Score: Raw -193868.714666 + Penalty 2489.383960 = -191379.330706
  nChanged 73
		SP:Iteration 7Q (1644.960000 sec): 3 clusters
  Score: Raw -193939.438232 + Penalty 2489.383960 = -191450.054271
  nChanged 61
		SP:Iteration 8Q (1644.970000 sec): 3 clusters
  Score: Raw -193995.413341 + Penalty 2489.383960 = -191506.029380
  nChanged 76
		SP:Iteration 9Q (1644.980000 sec): 3 clusters
  Score: Raw -194061.688707 + Penalty 2489.383960 = -191572.304747
  nChanged 55
		SP:Iteration 10Q (1644.980000 sec): 3 clusters
  Score: Raw -194095.573032 + Penalty 2489.383960 = -191606.189072
  nChanged 36
		SP:Iteration 11Q (1644.990000 sec): 3 clusters
  Score: Raw -194119.709687 + Penalty 2489.383960 = -191630.325726
  nChanged 28
		SP:Iteration 12Q (1644.990000 sec): 3 clusters
  Score: Raw -194141.625906 + Penalty 2489.383960 = -191652.241946
  nChanged 22
		SP:Iteration 13Q (1645.000000 sec): 3 clusters
  Score: Raw -194156.019541 + Penalty 2489.383960 = -191666.635580
  nChanged 20
		SP:Iteration 14Q (1645.000000 sec): 3 clusters
  Score: Raw -194168.821142 + Penalty 2489.383960 = -191679.437182
  nChanged 15
		SP:Iteration 15Q (1645.010000 sec): 3 clusters
  Score: Raw -194177.205761 + Penalty 2489.383960 = -191687.821800
  nChanged 12
		SP:Iteration 16Q (1645.010000 sec): 3 clusters
  Score: Raw -194185.892102 + Penalty 2489.383960 = -191696.508141
  nChanged 14
		SP:Iteration 17Q (1645.020000 sec): 3 clusters
  Score: Raw -194196.809962 + Penalty 2489.383960 = -191707.426002
  nChanged 12
		SP:Iteration 18Q (1645.020000 sec): 3 clusters
  Score: Raw -194202.874229 + Penalty 2489.383960 = -191713.490269
  nChanged 7
		SP:Iteration 19Q (1645.030000 sec): 3 clusters
  Score: Raw -194205.096869 + Penalty 2489.383960 = -191715.712909
  nChanged 4
		SP:Iteration 20F (1645.030000 sec): 3 clusters
  Score: Raw -194207.035533 + Penalty 2489.383960 = -191717.651572
  nChanged 6
		SP:Iteration 21Q (1645.040000 sec): 3 clusters
  Score: Raw -194209.602100 + Penalty 2489.383960 = -191720.218140
  nChanged 3
		SP:Iteration 22Q (1645.040000 sec): 3 clusters
  Score: Raw -194210.779720 + Penalty 2489.383960 = -191721.395759
  nChanged 2
		SP:Iteration 23Q (1645.050000 sec): 3 clusters
  Score: Raw -194211.592845 + Penalty 2489.383960 = -191722.208885
  nChanged 0
		SP:Iteration 24F (1645.060000 sec): 3 clusters
  Score: Raw -194211.592845 + Penalty 2489.383960 = -191722.208885
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 28 (19814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1645.120000 sec): 2 clusters
  Score: Raw -2012730.911510 + Penalty 1607.798406 = -2011123.113104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1645.170000 sec): 3 clusters
  Score: Raw -2000753.218302 + Penalty 3215.596812 = -1997537.621490
  nChanged 9017
		SP:Iteration 1F (1645.230000 sec): 3 clusters
  Score: Raw -2005737.768598 + Penalty 3215.596812 = -2002522.171786
  nChanged 955
		SP:Iteration 2Q (1645.280000 sec): 3 clusters
  Score: Raw -2006096.134593 + Penalty 3215.596812 = -2002880.537781
  nChanged 885
		SP:Iteration 3Q (1645.330000 sec): 3 clusters
  Score: Raw -2006510.501758 + Penalty 3215.596812 = -2003294.904946
  nChanged 931
		SP:Iteration 4Q (1645.390000 sec): 3 clusters
  Score: Raw -2007005.431658 + Penalty 3215.596812 = -2003789.834845
  nChanged 970
		SP:Iteration 5Q (1645.440000 sec): 3 clusters
  Score: Raw -2007736.482724 + Penalty 3215.596812 = -2004520.885911
  nChanged 1092
		SP:Iteration 6F (1645.490000 sec): 3 clusters
  Score: Raw -2008690.548541 + Penalty 3215.596812 = -2005474.951729
  nChanged 1200
		SP:Iteration 7F (1645.550000 sec): 3 clusters
  Score: Raw -2009778.537975 + Penalty 3215.596812 = -2006562.941162
  nChanged 1235
		SP:Iteration 8F (1645.600000 sec): 3 clusters
  Score: Raw -2010798.728808 + Penalty 3215.596812 = -2007583.131996
  nChanged 1218
		SP:Iteration 9F (1645.650000 sec): 3 clusters
  Score: Raw -2011805.941609 + Penalty 3215.596812 = -2008590.344797
  nChanged 1050
		SP:Iteration 10F (1645.710000 sec): 3 clusters
  Score: Raw -2012557.598030 + Penalty 3215.596812 = -2009342.001218
  nChanged 828
		SP:Iteration 11Q (1645.760000 sec): 3 clusters
  Score: Raw -2012974.203404 + Penalty 3215.596812 = -2009758.606592
  nChanged 584
		SP:Iteration 12Q (1645.810000 sec): 3 clusters
  Score: Raw -2013189.685948 + Penalty 3215.596812 = -2009974.089136
  nChanged 431
		SP:Iteration 13Q (1645.860000 sec): 3 clusters
  Score: Raw -2013330.395597 + Penalty 3215.596812 = -2010114.798784
  nChanged 306
		SP:Iteration 14Q (1645.900000 sec): 3 clusters
  Score: Raw -2013417.053978 + Penalty 3215.596812 = -2010201.457166
  nChanged 237
		SP:Iteration 15Q (1645.950000 sec): 3 clusters
  Score: Raw -2013474.121205 + Penalty 3215.596812 = -2010258.524393
  nChanged 213
		SP:Iteration 16Q (1646.000000 sec): 3 clusters
  Score: Raw -2013523.995842 + Penalty 3215.596812 = -2010308.399030
  nChanged 211
		SP:Iteration 17Q (1646.050000 sec): 3 clusters
  Score: Raw -2013575.620657 + Penalty 3215.596812 = -2010360.023845
  nChanged 213
		SP:Iteration 18Q (1646.100000 sec): 3 clusters
  Score: Raw -2013637.187623 + Penalty 3215.596812 = -2010421.590811
  nChanged 232
		SP:Iteration 19Q (1646.140000 sec): 3 clusters
  Score: Raw -2013708.181977 + Penalty 3215.596812 = -2010492.585165
  nChanged 256
		SP:Iteration 20F (1646.200000 sec): 3 clusters
  Score: Raw -2013794.040309 + Penalty 3215.596812 = -2010578.443497
  nChanged 287
		SP:Iteration 21Q (1646.240000 sec): 3 clusters
  Score: Raw -2013897.779106 + Penalty 3215.596812 = -2010682.182294
  nChanged 325
		SP:Iteration 22Q (1646.290000 sec): 3 clusters
  Score: Raw -2014014.486079 + Penalty 3215.596812 = -2010798.889267
  nChanged 302
		SP:Iteration 23Q (1646.340000 sec): 3 clusters
  Score: Raw -2014130.932229 + Penalty 3215.596812 = -2010915.335417
  nChanged 325
		SP:Iteration 24Q (1646.390000 sec): 3 clusters
  Score: Raw -2014255.880406 + Penalty 3215.596812 = -2011040.283594
  nChanged 316
		SP:Iteration 25Q (1646.440000 sec): 3 clusters
  Score: Raw -2014380.193964 + Penalty 3215.596812 = -2011164.597152
  nChanged 301
		SP:Iteration 26Q (1646.490000 sec): 3 clusters
  Score: Raw -2014493.990806 + Penalty 3215.596812 = -2011278.393994
  nChanged 299
		SP:Iteration 27Q (1646.540000 sec): 3 clusters
  Score: Raw -2014592.698418 + Penalty 3215.596812 = -2011377.101606
  nChanged 249
		SP:Iteration 28Q (1646.580000 sec): 3 clusters
  Score: Raw -2014665.174591 + Penalty 3215.596812 = -2011449.577778
  nChanged 200
		SP:Iteration 29Q (1646.630000 sec): 3 clusters
  Score: Raw -2014722.402913 + Penalty 3215.596812 = -2011506.806101
  nChanged 210
		SP:Iteration 30Q (1646.680000 sec): 3 clusters
  Score: Raw -2014778.246247 + Penalty 3215.596812 = -2011562.649435
  nChanged 185
		SP:Iteration 31Q (1646.730000 sec): 3 clusters
  Score: Raw -2014824.538850 + Penalty 3215.596812 = -2011608.942038
  nChanged 168
		SP:Iteration 32Q (1646.780000 sec): 3 clusters
  Score: Raw -2014860.521625 + Penalty 3215.596812 = -2011644.924813
  nChanged 125
		SP:Iteration 33Q (1646.820000 sec): 3 clusters
  Score: Raw -2014885.461606 + Penalty 3215.596812 = -2011669.864794
  nChanged 105
		SP:Iteration 34Q (1646.870000 sec): 3 clusters
  Score: Raw -2014902.749249 + Penalty 3215.596812 = -2011687.152437
  nChanged 85
		SP:Iteration 35Q (1646.920000 sec): 3 clusters
  Score: Raw -2014914.132934 + Penalty 3215.596812 = -2011698.536122
  nChanged 59
		SP:Iteration 36Q (1646.970000 sec): 3 clusters
  Score: Raw -2014920.993743 + Penalty 3215.596812 = -2011705.396931
  nChanged 40
		SP:Iteration 37Q (1647.020000 sec): 3 clusters
  Score: Raw -2014925.091088 + Penalty 3215.596812 = -2011709.494275
  nChanged 30
		SP:Iteration 38Q (1647.070000 sec): 3 clusters
  Score: Raw -2014927.965867 + Penalty 3215.596812 = -2011712.369055
  nChanged 25
		SP:Iteration 39Q (1647.110000 sec): 3 clusters
  Score: Raw -2014929.977855 + Penalty 3215.596812 = -2011714.381043
  nChanged 11
		SP:Iteration 40F (1647.170000 sec): 3 clusters
  Score: Raw -2014930.746902 + Penalty 3215.596812 = -2011715.150090
  nChanged 10
		SP:Iteration 41Q (1647.220000 sec): 3 clusters
  Score: Raw -2014931.483413 + Penalty 3215.596812 = -2011715.886601
  nChanged 7
		SP:Iteration 42Q (1647.270000 sec): 3 clusters
  Score: Raw -2014931.830163 + Penalty 3215.596812 = -2011716.233351
  nChanged 10
		SP:Iteration 43Q (1647.310000 sec): 3 clusters
  Score: Raw -2014932.558901 + Penalty 3215.596812 = -2011716.962089
  nChanged 11
		SP:Iteration 44Q (1647.360000 sec): 3 clusters
  Score: Raw -2014933.956654 + Penalty 3215.596812 = -2011718.359842
  nChanged 10
		SP:Iteration 45Q (1647.410000 sec): 3 clusters
  Score: Raw -2014934.744321 + Penalty 3215.596812 = -2011719.147509
  nChanged 9
		SP:Iteration 46Q (1647.460000 sec): 3 clusters
  Score: Raw -2014935.329374 + Penalty 3215.596812 = -2011719.732562
  nChanged 6
		SP:Iteration 47Q (1647.510000 sec): 3 clusters
  Score: Raw -2014935.761274 + Penalty 3215.596812 = -2011720.164462
  nChanged 3
		SP:Iteration 48Q (1647.560000 sec): 3 clusters
  Score: Raw -2014935.977841 + Penalty 3215.596812 = -2011720.381029
  nChanged 3
		SP:Iteration 49Q (1647.610000 sec): 3 clusters
  Score: Raw -2014936.100402 + Penalty 3215.596812 = -2011720.503590
  nChanged 1
		SP:Iteration 50Q (1647.660000 sec): 3 clusters
  Score: Raw -2014936.143450 + Penalty 3215.596812 = -2011720.546638
  nChanged 0
		SP:Iteration 51F (1647.710000 sec): 3 clusters
  Score: Raw -2014936.143450 + Penalty 3215.596812 = -2011720.546638
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (40981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1647.870000 sec): 2 clusters
  Score: Raw -4250338.595384 + Penalty 1725.890371 = -4248612.705013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1647.990000 sec): 3 clusters
  Score: Raw -4224516.041881 + Penalty 3451.780743 = -4221064.261139
  nChanged 19194
		SP:Iteration 1F (1648.100000 sec): 3 clusters
  Score: Raw -4235133.939013 + Penalty 3451.780743 = -4231682.158270
  nChanged 1534
		SP:Iteration 2Q (1648.220000 sec): 3 clusters
  Score: Raw -4235547.120496 + Penalty 3451.780743 = -4232095.339753
  nChanged 1513
		SP:Iteration 3Q (1648.330000 sec): 3 clusters
  Score: Raw -4235961.521206 + Penalty 3451.780743 = -4232509.740463
  nChanged 1500
		SP:Iteration 4Q (1648.450000 sec): 3 clusters
  Score: Raw -4236386.675694 + Penalty 3451.780743 = -4232934.894951
  nChanged 1460
		SP:Iteration 5Q (1648.560000 sec): 3 clusters
  Score: Raw -4236821.123747 + Penalty 3451.780743 = -4233369.343004
  nChanged 1459
		SP:Iteration 6Q (1648.680000 sec): 3 clusters
  Score: Raw -4237298.613565 + Penalty 3451.780743 = -4233846.832822
  nChanged 1614
		SP:Iteration 7Q (1648.790000 sec): 3 clusters
  Score: Raw -4237903.810914 + Penalty 3451.780743 = -4234452.030171
  nChanged 1739
		SP:Iteration 8Q (1648.910000 sec): 3 clusters
  Score: Raw -4238634.474727 + Penalty 3451.780743 = -4235182.693984
  nChanged 1844
		SP:Iteration 9Q (1649.020000 sec): 3 clusters
  Score: Raw -4239427.398445 + Penalty 3451.780743 = -4235975.617703
  nChanged 1837
		SP:Iteration 10Q (1649.140000 sec): 3 clusters
  Score: Raw -4240208.649034 + Penalty 3451.780743 = -4236756.868291
  nChanged 1746
		SP:Iteration 11Q (1649.250000 sec): 3 clusters
  Score: Raw -4240881.872465 + Penalty 3451.780743 = -4237430.091722
  nChanged 1627
		SP:Iteration 12Q (1649.370000 sec): 3 clusters
  Score: Raw -4241422.155914 + Penalty 3451.780743 = -4237970.375172
  nChanged 1318
		SP:Iteration 13Q (1649.480000 sec): 3 clusters
  Score: Raw -4241803.478105 + Penalty 3451.780743 = -4238351.697362
  nChanged 1081
		SP:Iteration 14Q (1649.600000 sec): 3 clusters
  Score: Raw -4242077.901836 + Penalty 3451.780743 = -4238626.121093
  nChanged 938
		SP:Iteration 15Q (1649.710000 sec): 3 clusters
  Score: Raw -4242291.658637 + Penalty 3451.780743 = -4238839.877894
  nChanged 815
		SP:Iteration 16Q (1649.830000 sec): 3 clusters
  Score: Raw -4242466.916151 + Penalty 3451.780743 = -4239015.135408
  nChanged 740
		SP:Iteration 17Q (1649.940000 sec): 3 clusters
  Score: Raw -4242630.186587 + Penalty 3451.780743 = -4239178.405844
  nChanged 758
		SP:Iteration 18Q (1650.050000 sec): 3 clusters
  Score: Raw -4242809.692612 + Penalty 3451.780743 = -4239357.911869
  nChanged 854
		SP:Iteration 19Q (1650.170000 sec): 3 clusters
  Score: Raw -4243022.892586 + Penalty 3451.780743 = -4239571.111843
  nChanged 929
		SP:Iteration 20F (1650.280000 sec): 3 clusters
  Score: Raw -4243275.873421 + Penalty 3451.780743 = -4239824.092678
  nChanged 1051
		SP:Iteration 21Q (1650.390000 sec): 3 clusters
  Score: Raw -4243579.677862 + Penalty 3451.780743 = -4240127.897120
  nChanged 1155
		SP:Iteration 22Q (1650.500000 sec): 3 clusters
  Score: Raw -4243943.335175 + Penalty 3451.780743 = -4240491.554433
  nChanged 1241
		SP:Iteration 23Q (1650.610000 sec): 3 clusters
  Score: Raw -4244382.513504 + Penalty 3451.780743 = -4240930.732762
  nChanged 1336
		SP:Iteration 24Q (1650.720000 sec): 3 clusters
  Score: Raw -4244902.675323 + Penalty 3451.780743 = -4241450.894581
  nChanged 1446
		SP:Iteration 25Q (1650.830000 sec): 3 clusters
  Score: Raw -4245525.821102 + Penalty 3451.780743 = -4242074.040359
  nChanged 1469
		SP:Iteration 26Q (1650.930000 sec): 3 clusters
  Score: Raw -4246236.237181 + Penalty 3451.780743 = -4242784.456439
  nChanged 1540
		SP:Iteration 27Q (1651.040000 sec): 3 clusters
  Score: Raw -4247039.562459 + Penalty 3451.780743 = -4243587.781716
  nChanged 1433
		SP:Iteration 28Q (1651.150000 sec): 3 clusters
  Score: Raw -4247839.169682 + Penalty 3451.780743 = -4244387.388939
  nChanged 1254
		SP:Iteration 29Q (1651.240000 sec): 3 clusters
  Score: Raw -4248547.773879 + Penalty 3451.780743 = -4245095.993137
  nChanged 1046
		SP:Iteration 30Q (1651.340000 sec): 3 clusters
  Score: Raw -4249142.119634 + Penalty 3451.780743 = -4245690.338891
  nChanged 772
		SP:Iteration 31Q (1651.440000 sec): 3 clusters
  Score: Raw -4249574.726788 + Penalty 3451.780743 = -4246122.946045
  nChanged 530
		SP:Iteration 32Q (1651.530000 sec): 3 clusters
  Score: Raw -4249846.307357 + Penalty 3451.780743 = -4246394.526615
  nChanged 375
		SP:Iteration 33Q (1651.620000 sec): 3 clusters
  Score: Raw -4250041.280914 + Penalty 3451.780743 = -4246589.500172
  nChanged 274
		SP:Iteration 34Q (1651.700000 sec): 3 clusters
  Score: Raw -4250183.308186 + Penalty 3451.780743 = -4246731.527443
  nChanged 193
		SP:Iteration 35Q (1651.790000 sec): 3 clusters
  Score: Raw -4250284.255655 + Penalty 3451.780743 = -4246832.474912
  nChanged 138
		SP:Iteration 36Q (1651.870000 sec): 3 clusters
  Score: Raw -4250358.597494 + Penalty 3451.780743 = -4246906.816751
  nChanged 119
		SP:Iteration 37Q (1651.960000 sec): 3 clusters
  Score: Raw -4250420.112700 + Penalty 3451.780743 = -4246968.331957
  nChanged 85
		SP:Iteration 38Q (1652.050000 sec): 3 clusters
  Score: Raw -4250459.917990 + Penalty 3451.780743 = -4247008.137247
  nChanged 58
		SP:Iteration 39Q (1652.130000 sec): 3 clusters
  Score: Raw -4250489.710587 + Penalty 3451.780743 = -4247037.929844
  nChanged 42
		SP:Iteration 40F (1652.240000 sec): 3 clusters
  Score: Raw -4250508.552189 + Penalty 3451.780743 = -4247056.771447
  nChanged 40
		SP:Iteration 41Q (1652.320000 sec): 3 clusters
  Score: Raw -4250528.716654 + Penalty 3451.780743 = -4247076.935911
  nChanged 34
		SP:Iteration 42Q (1652.400000 sec): 3 clusters
  Score: Raw -4250541.414885 + Penalty 3451.780743 = -4247089.634142
  nChanged 23
		SP:Iteration 43Q (1652.480000 sec): 3 clusters
  Score: Raw -4250553.077338 + Penalty 3451.780743 = -4247101.296595
  nChanged 26
		SP:Iteration 44Q (1652.570000 sec): 3 clusters
  Score: Raw -4250564.948211 + Penalty 3451.780743 = -4247113.167468
  nChanged 19
		SP:Iteration 45Q (1652.650000 sec): 3 clusters
  Score: Raw -4250573.974816 + Penalty 3451.780743 = -4247122.194073
  nChanged 18
		SP:Iteration 46Q (1652.730000 sec): 3 clusters
  Score: Raw -4250585.248887 + Penalty 3451.780743 = -4247133.468144
  nChanged 14
		SP:Iteration 47Q (1652.810000 sec): 3 clusters
  Score: Raw -4250592.115654 + Penalty 3451.780743 = -4247140.334912
  nChanged 8
		SP:Iteration 48Q (1652.890000 sec): 3 clusters
  Score: Raw -4250594.756957 + Penalty 3451.780743 = -4247142.976214
  nChanged 7
		SP:Iteration 49Q (1652.970000 sec): 3 clusters
  Score: Raw -4250597.506330 + Penalty 3451.780743 = -4247145.725588
  nChanged 8
		SP:Iteration 50Q (1653.050000 sec): 3 clusters
  Score: Raw -4250601.817605 + Penalty 3451.780743 = -4247150.036862
  nChanged 8
		SP:Iteration 51Q (1653.130000 sec): 3 clusters
  Score: Raw -4250605.343681 + Penalty 3451.780743 = -4247153.562938
  nChanged 7
		SP:Iteration 52Q (1653.210000 sec): 3 clusters
  Score: Raw -4250608.875086 + Penalty 3451.780743 = -4247157.094343
  nChanged 4
		SP:Iteration 53Q (1653.290000 sec): 3 clusters
  Score: Raw -4250610.819236 + Penalty 3451.780743 = -4247159.038493
  nChanged 5
		SP:Iteration 54Q (1653.370000 sec): 3 clusters
  Score: Raw -4250613.054112 + Penalty 3451.780743 = -4247161.273370
  nChanged 4
		SP:Iteration 55Q (1653.450000 sec): 3 clusters
  Score: Raw -4250614.819773 + Penalty 3451.780743 = -4247163.039030
  nChanged 5
		SP:Iteration 56Q (1653.530000 sec): 3 clusters
  Score: Raw -4250616.935168 + Penalty 3451.780743 = -4247165.154426
  nChanged 3
		SP:Iteration 57Q (1653.610000 sec): 3 clusters
  Score: Raw -4250617.719613 + Penalty 3451.780743 = -4247165.938870
  nChanged 1
		SP:Iteration 58Q (1653.690000 sec): 3 clusters
  Score: Raw -4250618.113681 + Penalty 3451.780743 = -4247166.332939
  nChanged 0
		SP:Iteration 59F (1653.790000 sec): 3 clusters
  Score: Raw -4250618.113681 + Penalty 3451.780743 = -4247166.332939
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (36983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1653.920000 sec): 2 clusters
  Score: Raw -3648910.339728 + Penalty 1709.209714 = -3647201.130014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1654.030000 sec): 3 clusters
  Score: Raw -3625945.560997 + Penalty 3418.419429 = -3622527.141568
  nChanged 17135
		SP:Iteration 1F (1654.130000 sec): 3 clusters
  Score: Raw -3635961.404185 + Penalty 3418.419429 = -3632542.984756
  nChanged 1941
		SP:Iteration 2F (1654.230000 sec): 3 clusters
  Score: Raw -3636900.959763 + Penalty 3418.419429 = -3633482.540334
  nChanged 2285
		SP:Iteration 3F (1654.330000 sec): 3 clusters
  Score: Raw -3638307.212042 + Penalty 3418.419429 = -3634888.792613
  nChanged 2566
		SP:Iteration 4F (1654.430000 sec): 3 clusters
  Score: Raw -3640117.902856 + Penalty 3418.419429 = -3636699.483427
  nChanged 2694
		SP:Iteration 5F (1654.530000 sec): 3 clusters
  Score: Raw -3642046.615522 + Penalty 3418.419429 = -3638628.196093
  nChanged 2394
		SP:Iteration 6F (1654.630000 sec): 3 clusters
  Score: Raw -3643648.746154 + Penalty 3418.419429 = -3640230.326726
  nChanged 1809
		SP:Iteration 7Q (1654.740000 sec): 3 clusters
  Score: Raw -3644853.072966 + Penalty 3418.419429 = -3641434.653538
  nChanged 1383
		SP:Iteration 8Q (1654.840000 sec): 3 clusters
  Score: Raw -3645743.947162 + Penalty 3418.419429 = -3642325.527733
  nChanged 1058
		SP:Iteration 9Q (1654.940000 sec): 3 clusters
  Score: Raw -3646364.026015 + Penalty 3418.419429 = -3642945.606587
  nChanged 820
		SP:Iteration 10Q (1655.030000 sec): 3 clusters
  Score: Raw -3646798.808080 + Penalty 3418.419429 = -3643380.388651
  nChanged 671
		SP:Iteration 11Q (1655.130000 sec): 3 clusters
  Score: Raw -3647111.451361 + Penalty 3418.419429 = -3643693.031933
  nChanged 527
		SP:Iteration 12Q (1655.220000 sec): 3 clusters
  Score: Raw -3647331.280108 + Penalty 3418.419429 = -3643912.860680
  nChanged 428
		SP:Iteration 13Q (1655.310000 sec): 3 clusters
  Score: Raw -3647490.780639 + Penalty 3418.419429 = -3644072.361210
  nChanged 384
		SP:Iteration 14Q (1655.400000 sec): 3 clusters
  Score: Raw -3647631.454878 + Penalty 3418.419429 = -3644213.035449
  nChanged 367
		SP:Iteration 15Q (1655.490000 sec): 3 clusters
  Score: Raw -3647775.036594 + Penalty 3418.419429 = -3644356.617165
  nChanged 345
		SP:Iteration 16Q (1655.580000 sec): 3 clusters
  Score: Raw -3647909.430672 + Penalty 3418.419429 = -3644491.011243
  nChanged 332
		SP:Iteration 17Q (1655.670000 sec): 3 clusters
  Score: Raw -3648031.257357 + Penalty 3418.419429 = -3644612.837928
  nChanged 312
		SP:Iteration 18Q (1655.750000 sec): 3 clusters
  Score: Raw -3648163.096498 + Penalty 3418.419429 = -3644744.677070
  nChanged 315
		SP:Iteration 19Q (1655.840000 sec): 3 clusters
  Score: Raw -3648313.130569 + Penalty 3418.419429 = -3644894.711140
  nChanged 317
		SP:Iteration 20F (1655.940000 sec): 3 clusters
  Score: Raw -3648478.975509 + Penalty 3418.419429 = -3645060.556080
  nChanged 349
		SP:Iteration 21Q (1656.030000 sec): 3 clusters
  Score: Raw -3648644.857590 + Penalty 3418.419429 = -3645226.438161
  nChanged 338
		SP:Iteration 22Q (1656.110000 sec): 3 clusters
  Score: Raw -3648812.171586 + Penalty 3418.419429 = -3645393.752157
  nChanged 324
		SP:Iteration 23Q (1656.200000 sec): 3 clusters
  Score: Raw -3648962.882549 + Penalty 3418.419429 = -3645544.463120
  nChanged 323
		SP:Iteration 24Q (1656.290000 sec): 3 clusters
  Score: Raw -3649080.181551 + Penalty 3418.419429 = -3645661.762122
  nChanged 237
		SP:Iteration 25Q (1656.370000 sec): 3 clusters
  Score: Raw -3649149.635665 + Penalty 3418.419429 = -3645731.216237
  nChanged 195
		SP:Iteration 26Q (1656.450000 sec): 3 clusters
  Score: Raw -3649201.988478 + Penalty 3418.419429 = -3645783.569049
  nChanged 160
		SP:Iteration 27Q (1656.540000 sec): 3 clusters
  Score: Raw -3649235.586059 + Penalty 3418.419429 = -3645817.166630
  nChanged 135
		SP:Iteration 28Q (1656.630000 sec): 3 clusters
  Score: Raw -3649256.697216 + Penalty 3418.419429 = -3645838.277788
  nChanged 104
		SP:Iteration 29Q (1656.720000 sec): 3 clusters
  Score: Raw -3649271.614057 + Penalty 3418.419429 = -3645853.194629
  nChanged 82
		SP:Iteration 30Q (1656.800000 sec): 3 clusters
  Score: Raw -3649281.811863 + Penalty 3418.419429 = -3645863.392434
  nChanged 62
		SP:Iteration 31Q (1656.890000 sec): 3 clusters
  Score: Raw -3649289.129261 + Penalty 3418.419429 = -3645870.709833
  nChanged 49
		SP:Iteration 32Q (1656.970000 sec): 3 clusters
  Score: Raw -3649294.600501 + Penalty 3418.419429 = -3645876.181072
  nChanged 46
		SP:Iteration 33Q (1657.050000 sec): 3 clusters
  Score: Raw -3649299.718256 + Penalty 3418.419429 = -3645881.298827
  nChanged 41
		SP:Iteration 34Q (1657.130000 sec): 3 clusters
  Score: Raw -3649303.431693 + Penalty 3418.419429 = -3645885.012265
  nChanged 41
		SP:Iteration 35Q (1657.220000 sec): 3 clusters
  Score: Raw -3649306.749230 + Penalty 3418.419429 = -3645888.329802
  nChanged 45
		SP:Iteration 36Q (1657.300000 sec): 3 clusters
  Score: Raw -3649311.198033 + Penalty 3418.419429 = -3645892.778605
  nChanged 56
		SP:Iteration 37Q (1657.390000 sec): 3 clusters
  Score: Raw -3649316.758358 + Penalty 3418.419429 = -3645898.338929
  nChanged 45
		SP:Iteration 38Q (1657.470000 sec): 3 clusters
  Score: Raw -3649319.971912 + Penalty 3418.419429 = -3645901.552483
  nChanged 40
		SP:Iteration 39Q (1657.560000 sec): 3 clusters
  Score: Raw -3649322.530749 + Penalty 3418.419429 = -3645904.111320
  nChanged 30
		SP:Iteration 40F (1657.670000 sec): 3 clusters
  Score: Raw -3649324.610028 + Penalty 3418.419429 = -3645906.190599
  nChanged 28
		SP:Iteration 41Q (1657.750000 sec): 3 clusters
  Score: Raw -3649326.449016 + Penalty 3418.419429 = -3645908.029587
  nChanged 34
		SP:Iteration 42Q (1657.840000 sec): 3 clusters
  Score: Raw -3649328.669723 + Penalty 3418.419429 = -3645910.250294
  nChanged 28
		SP:Iteration 43Q (1657.930000 sec): 3 clusters
  Score: Raw -3649330.400126 + Penalty 3418.419429 = -3645911.980697
  nChanged 20
		SP:Iteration 44Q (1658.010000 sec): 3 clusters
  Score: Raw -3649331.664805 + Penalty 3418.419429 = -3645913.245377
  nChanged 21
		SP:Iteration 45Q (1658.100000 sec): 3 clusters
  Score: Raw -3649332.831177 + Penalty 3418.419429 = -3645914.411748
  nChanged 19
		SP:Iteration 46Q (1658.190000 sec): 3 clusters
  Score: Raw -3649333.891449 + Penalty 3418.419429 = -3645915.472021
  nChanged 22
		SP:Iteration 47Q (1658.280000 sec): 3 clusters
  Score: Raw -3649335.521535 + Penalty 3418.419429 = -3645917.102106
  nChanged 25
		SP:Iteration 48Q (1658.360000 sec): 3 clusters
  Score: Raw -3649337.461095 + Penalty 3418.419429 = -3645919.041666
  nChanged 29
		SP:Iteration 49Q (1658.440000 sec): 3 clusters
  Score: Raw -3649339.640021 + Penalty 3418.419429 = -3645921.220592
  nChanged 28
		SP:Iteration 50Q (1658.530000 sec): 3 clusters
  Score: Raw -3649341.644225 + Penalty 3418.419429 = -3645923.224796
  nChanged 30
		SP:Iteration 51Q (1658.610000 sec): 3 clusters
  Score: Raw -3649343.881141 + Penalty 3418.419429 = -3645925.461712
  nChanged 23
		SP:Iteration 52Q (1658.690000 sec): 3 clusters
  Score: Raw -3649345.440370 + Penalty 3418.419429 = -3645927.020941
  nChanged 26
		SP:Iteration 53Q (1658.780000 sec): 3 clusters
  Score: Raw -3649347.346420 + Penalty 3418.419429 = -3645928.926991
  nChanged 23
		SP:Iteration 54Q (1658.860000 sec): 3 clusters
  Score: Raw -3649348.995703 + Penalty 3418.419429 = -3645930.576274
  nChanged 25
		SP:Iteration 55Q (1658.940000 sec): 3 clusters
  Score: Raw -3649350.623612 + Penalty 3418.419429 = -3645932.204183
  nChanged 20
		SP:Iteration 56Q (1659.030000 sec): 3 clusters
  Score: Raw -3649351.769651 + Penalty 3418.419429 = -3645933.350222
  nChanged 24
		SP:Iteration 57Q (1659.110000 sec): 3 clusters
  Score: Raw -3649352.969692 + Penalty 3418.419429 = -3645934.550263
  nChanged 14
		SP:Iteration 58Q (1659.190000 sec): 3 clusters
  Score: Raw -3649353.972879 + Penalty 3418.419429 = -3645935.553450
  nChanged 18
		SP:Iteration 59Q (1659.280000 sec): 3 clusters
  Score: Raw -3649354.967038 + Penalty 3418.419429 = -3645936.547609
  nChanged 9
		SP:Iteration 60F (1659.380000 sec): 3 clusters
  Score: Raw -3649355.641284 + Penalty 3418.419429 = -3645937.221855
  nChanged 13
		SP:Iteration 61Q (1659.460000 sec): 3 clusters
  Score: Raw -3649356.455396 + Penalty 3418.419429 = -3645938.035967
  nChanged 9
		SP:Iteration 62Q (1659.540000 sec): 3 clusters
  Score: Raw -3649356.937482 + Penalty 3418.419429 = -3645938.518053
  nChanged 9
		SP:Iteration 63Q (1659.630000 sec): 3 clusters
  Score: Raw -3649357.461436 + Penalty 3418.419429 = -3645939.042008
  nChanged 6
		SP:Iteration 64Q (1659.720000 sec): 3 clusters
  Score: Raw -3649357.764996 + Penalty 3418.419429 = -3645939.345567
  nChanged 4
		SP:Iteration 65Q (1659.800000 sec): 3 clusters
  Score: Raw -3649357.972607 + Penalty 3418.419429 = -3645939.553178
  nChanged 1
		SP:Iteration 66Q (1659.890000 sec): 3 clusters
  Score: Raw -3649357.994038 + Penalty 3418.419429 = -3645939.574609
  nChanged 2
		SP:Iteration 67Q (1659.970000 sec): 3 clusters
  Score: Raw -3649358.080003 + Penalty 3418.419429 = -3645939.660574
  nChanged 3
		SP:Iteration 68Q (1660.060000 sec): 3 clusters
  Score: Raw -3649358.190266 + Penalty 3418.419429 = -3645939.770837
  nChanged 4
		SP:Iteration 69Q (1660.140000 sec): 3 clusters
  Score: Raw -3649358.343239 + Penalty 3418.419429 = -3645939.923810
  nChanged 7
		SP:Iteration 70Q (1660.220000 sec): 3 clusters
  Score: Raw -3649358.634820 + Penalty 3418.419429 = -3645940.215391
  nChanged 6
		SP:Iteration 71Q (1660.310000 sec): 3 clusters
  Score: Raw -3649358.920371 + Penalty 3418.419429 = -3645940.500942
  nChanged 7
		SP:Iteration 72Q (1660.390000 sec): 3 clusters
  Score: Raw -3649359.243968 + Penalty 3418.419429 = -3645940.824539
  nChanged 9
		SP:Iteration 73Q (1660.480000 sec): 3 clusters
  Score: Raw -3649359.673329 + Penalty 3418.419429 = -3645941.253900
  nChanged 8
		SP:Iteration 74Q (1660.560000 sec): 3 clusters
  Score: Raw -3649359.968837 + Penalty 3418.419429 = -3645941.549408
  nChanged 9
		SP:Iteration 75Q (1660.640000 sec): 3 clusters
  Score: Raw -3649360.571405 + Penalty 3418.419429 = -3645942.151977
  nChanged 8
		SP:Iteration 76Q (1660.730000 sec): 3 clusters
  Score: Raw -3649360.896197 + Penalty 3418.419429 = -3645942.476768
  nChanged 11
		SP:Iteration 77Q (1660.810000 sec): 3 clusters
  Score: Raw -3649361.498670 + Penalty 3418.419429 = -3645943.079242
  nChanged 6
		SP:Iteration 78Q (1660.900000 sec): 3 clusters
  Score: Raw -3649361.769778 + Penalty 3418.419429 = -3645943.350349
  nChanged 5
		SP:Iteration 79Q (1660.980000 sec): 3 clusters
  Score: Raw -3649361.964540 + Penalty 3418.419429 = -3645943.545112
  nChanged 5
		SP:Iteration 80F (1661.080000 sec): 3 clusters
  Score: Raw -3649362.112506 + Penalty 3418.419429 = -3645943.693078
  nChanged 3
		SP:Iteration 81Q (1661.160000 sec): 3 clusters
  Score: Raw -3649362.322246 + Penalty 3418.419429 = -3645943.902817
  nChanged 5
		SP:Iteration 82Q (1661.240000 sec): 3 clusters
  Score: Raw -3649362.591844 + Penalty 3418.419429 = -3645944.172415
  nChanged 6
		SP:Iteration 83Q (1661.330000 sec): 3 clusters
  Score: Raw -3649362.774287 + Penalty 3418.419429 = -3645944.354858
  nChanged 3
		SP:Iteration 84Q (1661.420000 sec): 3 clusters
  Score: Raw -3649362.833762 + Penalty 3418.419429 = -3645944.414334
  nChanged 4
		SP:Iteration 85Q (1661.500000 sec): 3 clusters
  Score: Raw -3649363.000650 + Penalty 3418.419429 = -3645944.581221
  nChanged 5
		SP:Iteration 86Q (1661.580000 sec): 3 clusters
  Score: Raw -3649363.266615 + Penalty 3418.419429 = -3645944.847186
  nChanged 7
		SP:Iteration 87Q (1661.670000 sec): 3 clusters
  Score: Raw -3649363.671726 + Penalty 3418.419429 = -3645945.252298
  nChanged 12
		SP:Iteration 88Q (1661.760000 sec): 3 clusters
  Score: Raw -3649364.286735 + Penalty 3418.419429 = -3645945.867307
  nChanged 15
		SP:Iteration 89Q (1661.840000 sec): 3 clusters
  Score: Raw -3649364.908232 + Penalty 3418.419429 = -3645946.488803
  nChanged 14
		SP:Iteration 90Q (1661.930000 sec): 3 clusters
  Score: Raw -3649365.362509 + Penalty 3418.419429 = -3645946.943081
  nChanged 11
		SP:Iteration 91Q (1662.010000 sec): 3 clusters
  Score: Raw -3649365.843209 + Penalty 3418.419429 = -3645947.423781
  nChanged 10
		SP:Iteration 92Q (1662.100000 sec): 3 clusters
  Score: Raw -3649366.363117 + Penalty 3418.419429 = -3645947.943688
  nChanged 8
		SP:Iteration 93Q (1662.180000 sec): 3 clusters
  Score: Raw -3649366.764516 + Penalty 3418.419429 = -3645948.345087
  nChanged 9
		SP:Iteration 94Q (1662.260000 sec): 3 clusters
  Score: Raw -3649367.281240 + Penalty 3418.419429 = -3645948.861811
  nChanged 12
		SP:Iteration 95Q (1662.340000 sec): 3 clusters
  Score: Raw -3649367.872158 + Penalty 3418.419429 = -3645949.452729
  nChanged 10
		SP:Iteration 96Q (1662.430000 sec): 3 clusters
  Score: Raw -3649368.357340 + Penalty 3418.419429 = -3645949.937912
  nChanged 4
		SP:Iteration 97Q (1662.510000 sec): 3 clusters
  Score: Raw -3649368.499733 + Penalty 3418.419429 = -3645950.080304
  nChanged 8
		SP:Iteration 98Q (1662.600000 sec): 3 clusters
  Score: Raw -3649368.933849 + Penalty 3418.419429 = -3645950.514421
  nChanged 7
		SP:Iteration 99Q (1662.680000 sec): 3 clusters
  Score: Raw -3649369.226408 + Penalty 3418.419429 = -3645950.806979
  nChanged 4
		SP:Iteration 100F (1662.780000 sec): 3 clusters
  Score: Raw -3649369.310208 + Penalty 3418.419429 = -3645950.890780
  nChanged 2
		SP:Iteration 101Q (1662.870000 sec): 3 clusters
  Score: Raw -3649369.352279 + Penalty 3418.419429 = -3645950.932851
  nChanged 1
		SP:Iteration 102Q (1662.950000 sec): 3 clusters
  Score: Raw -3649369.372482 + Penalty 3418.419429 = -3645950.953054
  nChanged 0
		SP:Iteration 103F (1663.050000 sec): 3 clusters
  Score: Raw -3649369.372482 + Penalty 3418.419429 = -3645950.953054
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 31 (4218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1663.090000 sec): 2 clusters
  Score: Raw -397068.803693 + Penalty 1356.406409 = -395712.397284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1663.100000 sec): 3 clusters
  Score: Raw -394945.331686 + Penalty 2712.812817 = -392232.518869
  nChanged 1684
		SP:Iteration 1F (1663.110000 sec): 3 clusters
  Score: Raw -395965.889949 + Penalty 2712.812817 = -393253.077132
  nChanged 355
		SP:Iteration 2F (1663.120000 sec): 3 clusters
  Score: Raw -396238.909513 + Penalty 2712.812817 = -393526.096696
  nChanged 271
		SP:Iteration 3F (1663.130000 sec): 3 clusters
  Score: Raw -396454.644874 + Penalty 2712.812817 = -393741.832057
  nChanged 236
		SP:Iteration 4F (1663.140000 sec): 3 clusters
  Score: Raw -396631.545539 + Penalty 2712.812817 = -393918.732722
  nChanged 180
		SP:Iteration 5Q (1663.150000 sec): 3 clusters
  Score: Raw -396762.357167 + Penalty 2712.812817 = -394049.544349
  nChanged 170
		SP:Iteration 6Q (1663.160000 sec): 3 clusters
  Score: Raw -396888.302315 + Penalty 2712.812817 = -394175.489498
  nChanged 156
		SP:Iteration 7Q (1663.170000 sec): 3 clusters
  Score: Raw -397016.453211 + Penalty 2712.812817 = -394303.640394
  nChanged 156
		SP:Iteration 8Q (1663.180000 sec): 3 clusters
  Score: Raw -397136.523871 + Penalty 2712.812817 = -394423.711053
  nChanged 150
		SP:Iteration 9Q (1663.190000 sec): 3 clusters
  Score: Raw -397270.314689 + Penalty 2712.812817 = -394557.501872
  nChanged 125
		SP:Iteration 10Q (1663.200000 sec): 3 clusters
  Score: Raw -397406.243445 + Penalty 2712.812817 = -394693.430628
  nChanged 120
		SP:Iteration 11Q (1663.210000 sec): 3 clusters
  Score: Raw -397549.519295 + Penalty 2712.812817 = -394836.706478
  nChanged 102
		SP:Iteration 12Q (1663.220000 sec): 3 clusters
  Score: Raw -397651.544972 + Penalty 2712.812817 = -394938.732155
  nChanged 72
		SP:Iteration 13Q (1663.230000 sec): 3 clusters
  Score: Raw -397724.934321 + Penalty 2712.812817 = -395012.121504
  nChanged 60
		SP:Iteration 14Q (1663.240000 sec): 3 clusters
  Score: Raw -397774.564415 + Penalty 2712.812817 = -395061.751598
  nChanged 40
		SP:Iteration 15Q (1663.250000 sec): 3 clusters
  Score: Raw -397811.710467 + Penalty 2712.812817 = -395098.897650
  nChanged 34
		SP:Iteration 16Q (1663.260000 sec): 3 clusters
  Score: Raw -397835.548351 + Penalty 2712.812817 = -395122.735533
  nChanged 29
		SP:Iteration 17Q (1663.270000 sec): 3 clusters
  Score: Raw -397865.027398 + Penalty 2712.812817 = -395152.214581
  nChanged 27
		SP:Iteration 18Q (1663.280000 sec): 3 clusters
  Score: Raw -397900.543501 + Penalty 2712.812817 = -395187.730683
  nChanged 29
		SP:Iteration 19Q (1663.280000 sec): 3 clusters
  Score: Raw -397969.935364 + Penalty 2712.812817 = -395257.122547
  nChanged 31
		SP:Iteration 20F (1663.290000 sec): 3 clusters
  Score: Raw -398009.540060 + Penalty 2712.812817 = -395296.727243
  nChanged 23
		SP:Iteration 21Q (1663.300000 sec): 3 clusters
  Score: Raw -398033.255483 + Penalty 2712.812817 = -395320.442665
  nChanged 19
		SP:Iteration 22Q (1663.310000 sec): 3 clusters
  Score: Raw -398054.620183 + Penalty 2712.812817 = -395341.807366
  nChanged 17
		SP:Iteration 23Q (1663.320000 sec): 3 clusters
  Score: Raw -398070.794378 + Penalty 2712.812817 = -395357.981561
  nChanged 12
		SP:Iteration 24Q (1663.320000 sec): 3 clusters
  Score: Raw -398084.448999 + Penalty 2712.812817 = -395371.636181
  nChanged 12
		SP:Iteration 25Q (1663.330000 sec): 3 clusters
  Score: Raw -398091.287954 + Penalty 2712.812817 = -395378.475136
  nChanged 5
		SP:Iteration 26Q (1663.340000 sec): 3 clusters
  Score: Raw -398093.941641 + Penalty 2712.812817 = -395381.128824
  nChanged 3
		SP:Iteration 27Q (1663.350000 sec): 3 clusters
  Score: Raw -398095.549164 + Penalty 2712.812817 = -395382.736347
  nChanged 2
		SP:Iteration 28Q (1663.360000 sec): 3 clusters
  Score: Raw -398097.286079 + Penalty 2712.812817 = -395384.473262
  nChanged 4
		SP:Iteration 29Q (1663.360000 sec): 3 clusters
  Score: Raw -398100.636371 + Penalty 2712.812817 = -395387.823554
  nChanged 3
		SP:Iteration 30Q (1663.370000 sec): 3 clusters
  Score: Raw -398102.540182 + Penalty 2712.812817 = -395389.727365
  nChanged 1
		SP:Iteration 31Q (1663.380000 sec): 3 clusters
  Score: Raw -398103.803442 + Penalty 2712.812817 = -395390.990624
  nChanged 2
		SP:Iteration 32Q (1663.390000 sec): 3 clusters
  Score: Raw -398105.006278 + Penalty 2712.812817 = -395392.193461
  nChanged 1
		SP:Iteration 33Q (1663.400000 sec): 3 clusters
  Score: Raw -398105.836940 + Penalty 2712.812817 = -395393.024123
  nChanged 0
		SP:Iteration 34F (1663.410000 sec): 3 clusters
  Score: Raw -398105.836940 + Penalty 2712.812817 = -395393.024123
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1663.410000 sec): 2 clusters
  Score: Raw -57979.181346 + Penalty 1066.855558 = -56912.325788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1663.420000 sec): 3 clusters
  Score: Raw -57856.218703 + Penalty 2133.711115 = -55722.507587
  nChanged 224
		SP:Iteration 1F (1663.420000 sec): 3 clusters
  Score: Raw -58155.634067 + Penalty 2133.711115 = -56021.922952
  nChanged 51
		SP:Iteration 2F (1663.420000 sec): 3 clusters
  Score: Raw -58233.686239 + Penalty 2133.711115 = -56099.975124
  nChanged 29
		SP:Iteration 3Q (1663.420000 sec): 3 clusters
  Score: Raw -58293.320516 + Penalty 2133.711115 = -56159.609400
  nChanged 15
		SP:Iteration 4Q (1663.420000 sec): 3 clusters
  Score: Raw -58317.713023 + Penalty 2133.711115 = -56184.001908
  nChanged 9
		SP:Iteration 5Q (1663.420000 sec): 3 clusters
  Score: Raw -58335.755304 + Penalty 2133.711115 = -56202.044189
  nChanged 12
		SP:Iteration 6Q (1663.430000 sec): 3 clusters
  Score: Raw -58359.090714 + Penalty 2133.711115 = -56225.379598
  nChanged 8
		SP:Iteration 7Q (1663.430000 sec): 3 clusters
  Score: Raw -58379.417460 + Penalty 2133.711115 = -56245.706344
  nChanged 8
		SP:Iteration 8Q (1663.430000 sec): 3 clusters
  Score: Raw -58392.135921 + Penalty 2133.711115 = -56258.424806
  nChanged 7
		SP:Iteration 9Q (1663.430000 sec): 3 clusters
  Score: Raw -58401.556007 + Penalty 2133.711115 = -56267.844892
  nChanged 2
		SP:Iteration 10Q (1663.430000 sec): 3 clusters
  Score: Raw -58403.838758 + Penalty 2133.711115 = -56270.127642
  nChanged 1
		SP:Iteration 11Q (1663.440000 sec): 3 clusters
  Score: Raw -58405.545073 + Penalty 2133.711115 = -56271.833958
  nChanged 2
		SP:Iteration 12Q (1663.440000 sec): 3 clusters
  Score: Raw -58409.479730 + Penalty 2133.711115 = -56275.768614
  nChanged 2
		SP:Iteration 13Q (1663.440000 sec): 3 clusters
  Score: Raw -58412.218118 + Penalty 2133.711115 = -56278.507003
  nChanged 2
		SP:Iteration 14Q (1663.440000 sec): 3 clusters
  Score: Raw -58416.668638 + Penalty 2133.711115 = -56282.957522
  nChanged 5
		SP:Iteration 15Q (1663.440000 sec): 3 clusters
  Score: Raw -58425.410853 + Penalty 2133.711115 = -56291.699738
  nChanged 9
		SP:Iteration 16Q (1663.440000 sec): 3 clusters
  Score: Raw -58441.272752 + Penalty 2133.711115 = -56307.561637
  nChanged 8
		SP:Iteration 17Q (1663.440000 sec): 3 clusters
  Score: Raw -58449.002961 + Penalty 2133.711115 = -56315.291845
  nChanged 2
		SP:Iteration 18Q (1663.440000 sec): 3 clusters
  Score: Raw -58452.408415 + Penalty 2133.711115 = -56318.697299
  nChanged 3
		SP:Iteration 19Q (1663.450000 sec): 3 clusters
  Score: Raw -58455.837304 + Penalty 2133.711115 = -56322.126189
  nChanged 1
		SP:Iteration 20F (1663.450000 sec): 3 clusters
  Score: Raw -58457.209989 + Penalty 2133.711115 = -56323.498873
  nChanged 1
		SP:Iteration 21Q (1663.450000 sec): 3 clusters
  Score: Raw -58457.794783 + Penalty 2133.711115 = -56324.083668
  nChanged 0
		SP:Iteration 22F (1663.450000 sec): 3 clusters
  Score: Raw -58457.794783 + Penalty 2133.711115 = -56324.083668
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 33 (1772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1663.460000 sec): 2 clusters
  Score: Raw -158018.688437 + Penalty 1215.477921 = -156803.210515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1663.460000 sec): 3 clusters
  Score: Raw -157379.910201 + Penalty 2430.955843 = -154948.954358
  nChanged 618
		SP:Iteration 1F (1663.470000 sec): 3 clusters
  Score: Raw -157978.111540 + Penalty 2430.955843 = -155547.155697
  nChanged 153
		SP:Iteration 2F (1663.480000 sec): 3 clusters
  Score: Raw -158168.506275 + Penalty 2430.955843 = -155737.550433
  nChanged 100
		SP:Iteration 3F (1663.480000 sec): 3 clusters
  Score: Raw -158267.493008 + Penalty 2430.955843 = -155836.537165
  nChanged 62
		SP:Iteration 4Q (1663.480000 sec): 3 clusters
  Score: Raw -158320.662611 + Penalty 2430.955843 = -155889.706768
  nChanged 52
		SP:Iteration 5Q (1663.490000 sec): 3 clusters
  Score: Raw -158360.747305 + Penalty 2430.955843 = -155929.791462
  nChanged 41
		SP:Iteration 6Q (1663.490000 sec): 3 clusters
  Score: Raw -158394.377064 + Penalty 2430.955843 = -155963.421221
  nChanged 29
		SP:Iteration 7Q (1663.500000 sec): 3 clusters
  Score: Raw -158418.806284 + Penalty 2430.955843 = -155987.850442
  nChanged 22
		SP:Iteration 8Q (1663.500000 sec): 3 clusters
  Score: Raw -158437.313611 + Penalty 2430.955843 = -156006.357768
  nChanged 23
		SP:Iteration 9Q (1663.500000 sec): 3 clusters
  Score: Raw -158459.804906 + Penalty 2430.955843 = -156028.849063
  nChanged 22
		SP:Iteration 10Q (1663.510000 sec): 3 clusters
  Score: Raw -158473.133750 + Penalty 2430.955843 = -156042.177908
  nChanged 11
		SP:Iteration 11Q (1663.510000 sec): 3 clusters
  Score: Raw -158478.898064 + Penalty 2430.955843 = -156047.942221
  nChanged 6
		SP:Iteration 12Q (1663.520000 sec): 3 clusters
  Score: Raw -158480.386584 + Penalty 2430.955843 = -156049.430742
  nChanged 3
		SP:Iteration 13Q (1663.520000 sec): 3 clusters
  Score: Raw -158481.803116 + Penalty 2430.955843 = -156050.847273
  nChanged 3
		SP:Iteration 14Q (1663.520000 sec): 3 clusters
  Score: Raw -158483.180935 + Penalty 2430.955843 = -156052.225093
  nChanged 4
		SP:Iteration 15Q (1663.530000 sec): 3 clusters
  Score: Raw -158485.355772 + Penalty 2430.955843 = -156054.399929
  nChanged 2
		SP:Iteration 16Q (1663.540000 sec): 3 clusters
  Score: Raw -158487.816638 + Penalty 2430.955843 = -156056.860795
  nChanged 3
		SP:Iteration 17Q (1663.540000 sec): 3 clusters
  Score: Raw -158490.278568 + Penalty 2430.955843 = -156059.322725
  nChanged 2
		SP:Iteration 18Q (1663.540000 sec): 3 clusters
  Score: Raw -158491.057918 + Penalty 2430.955843 = -156060.102075
  nChanged 2
		SP:Iteration 19Q (1663.550000 sec): 3 clusters
  Score: Raw -158491.947712 + Penalty 2430.955843 = -156060.991870
  nChanged 2
		SP:Iteration 20F (1663.550000 sec): 3 clusters
  Score: Raw -158492.741494 + Penalty 2430.955843 = -156061.785652
  nChanged 2
		SP:Iteration 21Q (1663.560000 sec): 3 clusters
  Score: Raw -158493.248893 + Penalty 2430.955843 = -156062.293051
  nChanged 2
		SP:Iteration 22Q (1663.560000 sec): 3 clusters
  Score: Raw -158495.566893 + Penalty 2430.955843 = -156064.611050
  nChanged 1
		SP:Iteration 23Q (1663.560000 sec): 3 clusters
  Score: Raw -158496.014963 + Penalty 2430.955843 = -156065.059120
  nChanged 3
		SP:Iteration 24Q (1663.570000 sec): 3 clusters
  Score: Raw -158497.511314 + Penalty 2430.955843 = -156066.555471
  nChanged 2
		SP:Iteration 25Q (1663.570000 sec): 3 clusters
  Score: Raw -158499.860905 + Penalty 2430.955843 = -156068.905063
  nChanged 4
		SP:Iteration 26Q (1663.580000 sec): 3 clusters
  Score: Raw -158502.278006 + Penalty 2430.955843 = -156071.322164
  nChanged 3
		SP:Iteration 27Q (1663.580000 sec): 3 clusters
  Score: Raw -158503.412844 + Penalty 2430.955843 = -156072.457002
  nChanged 4
		SP:Iteration 28Q (1663.580000 sec): 3 clusters
  Score: Raw -158504.731264 + Penalty 2430.955843 = -156073.775421
  nChanged 3
		SP:Iteration 29Q (1663.590000 sec): 3 clusters
  Score: Raw -158506.262750 + Penalty 2430.955843 = -156075.306907
  nChanged 1
		SP:Iteration 30Q (1663.590000 sec): 3 clusters
  Score: Raw -158507.058804 + Penalty 2430.955843 = -156076.102961
  nChanged 2
		SP:Iteration 31Q (1663.600000 sec): 3 clusters
  Score: Raw -158508.354156 + Penalty 2430.955843 = -156077.398313
  nChanged 1
		SP:Iteration 32Q (1663.600000 sec): 3 clusters
  Score: Raw -158508.763022 + Penalty 2430.955843 = -156077.807180
  nChanged 2
		SP:Iteration 33Q (1663.600000 sec): 3 clusters
  Score: Raw -158509.874910 + Penalty 2430.955843 = -156078.919067
  nChanged 1
		SP:Iteration 34Q (1663.610000 sec): 3 clusters
  Score: Raw -158510.119262 + Penalty 2430.955843 = -156079.163420
  nChanged 0
		SP:Iteration 35F (1663.620000 sec): 3 clusters
  Score: Raw -158510.119262 + Penalty 2430.955843 = -156079.163420
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 34 (116392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1664.010000 sec): 2 clusters
  Score: Raw -11971260.076706 + Penalty 1895.516851 = -11969364.559855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1664.340000 sec): 3 clusters
  Score: Raw -11895131.837724 + Penalty 3791.033702 = -11891340.804022
  nChanged 55816
		SP:Iteration 1F (1664.660000 sec): 3 clusters
  Score: Raw -11928599.734255 + Penalty 3791.033702 = -11924808.700553
  nChanged 4630
		SP:Iteration 2Q (1664.990000 sec): 3 clusters
  Score: Raw -11930291.246492 + Penalty 3791.033702 = -11926500.212790
  nChanged 5381
		SP:Iteration 3Q (1665.320000 sec): 3 clusters
  Score: Raw -11932727.455765 + Penalty 3791.033702 = -11928936.422063
  nChanged 6308
		SP:Iteration 4F (1665.640000 sec): 3 clusters
  Score: Raw -11936107.890879 + Penalty 3791.033702 = -11932316.857177
  nChanged 7100
		SP:Iteration 5F (1665.960000 sec): 3 clusters
  Score: Raw -11940208.313562 + Penalty 3791.033702 = -11936417.279860
  nChanged 7282
		SP:Iteration 6F (1666.290000 sec): 3 clusters
  Score: Raw -11944295.252841 + Penalty 3791.033702 = -11940504.219139
  nChanged 6501
		SP:Iteration 7F (1666.610000 sec): 3 clusters
  Score: Raw -11947560.724649 + Penalty 3791.033702 = -11943769.690947
  nChanged 5371
		SP:Iteration 8Q (1666.940000 sec): 3 clusters
  Score: Raw -11949819.734316 + Penalty 3791.033702 = -11946028.700614
  nChanged 4396
		SP:Iteration 9Q (1667.270000 sec): 3 clusters
  Score: Raw -11951455.036184 + Penalty 3791.033702 = -11947664.002482
  nChanged 3738
		SP:Iteration 10Q (1667.590000 sec): 3 clusters
  Score: Raw -11952845.395448 + Penalty 3791.033702 = -11949054.361746
  nChanged 3618
		SP:Iteration 11Q (1667.920000 sec): 3 clusters
  Score: Raw -11954184.704573 + Penalty 3791.033702 = -11950393.670871
  nChanged 3616
		SP:Iteration 12Q (1668.240000 sec): 3 clusters
  Score: Raw -11955585.176750 + Penalty 3791.033702 = -11951794.143048
  nChanged 3897
		SP:Iteration 13Q (1668.560000 sec): 3 clusters
  Score: Raw -11957148.642050 + Penalty 3791.033702 = -11953357.608347
  nChanged 4090
		SP:Iteration 14Q (1668.880000 sec): 3 clusters
  Score: Raw -11958864.277503 + Penalty 3791.033702 = -11955073.243801
  nChanged 4208
		SP:Iteration 15Q (1669.180000 sec): 3 clusters
  Score: Raw -11960755.835647 + Penalty 3791.033702 = -11956964.801945
  nChanged 4254
		SP:Iteration 16Q (1669.480000 sec): 3 clusters
  Score: Raw -11962721.894098 + Penalty 3791.033702 = -11958930.860396
  nChanged 4027
		SP:Iteration 17Q (1669.780000 sec): 3 clusters
  Score: Raw -11964619.328450 + Penalty 3791.033702 = -11960828.294748
  nChanged 3588
		SP:Iteration 18Q (1670.070000 sec): 3 clusters
  Score: Raw -11966305.355605 + Penalty 3791.033702 = -11962514.321903
  nChanged 2945
		SP:Iteration 19Q (1670.360000 sec): 3 clusters
  Score: Raw -11967624.491399 + Penalty 3791.033702 = -11963833.457697
  nChanged 2367
		SP:Iteration 20F (1670.680000 sec): 3 clusters
  Score: Raw -11968657.567480 + Penalty 3791.033702 = -11964866.533778
  nChanged 1854
		SP:Iteration 21Q (1670.950000 sec): 3 clusters
  Score: Raw -11969427.255841 + Penalty 3791.033702 = -11965636.222139
  nChanged 1366
		SP:Iteration 22Q (1671.210000 sec): 3 clusters
  Score: Raw -11969979.707608 + Penalty 3791.033702 = -11966188.673906
  nChanged 1057
		SP:Iteration 23Q (1671.470000 sec): 3 clusters
  Score: Raw -11970398.373915 + Penalty 3791.033702 = -11966607.340212
  nChanged 786
		SP:Iteration 24Q (1671.730000 sec): 3 clusters
  Score: Raw -11970701.870959 + Penalty 3791.033702 = -11966910.837257
  nChanged 587
		SP:Iteration 25Q (1671.990000 sec): 3 clusters
  Score: Raw -11970928.992023 + Penalty 3791.033702 = -11967137.958321
  nChanged 434
		SP:Iteration 26Q (1672.230000 sec): 3 clusters
  Score: Raw -11971090.771126 + Penalty 3791.033702 = -11967299.737424
  nChanged 320
		SP:Iteration 27Q (1672.480000 sec): 3 clusters
  Score: Raw -11971210.810554 + Penalty 3791.033702 = -11967419.776852
  nChanged 247
		SP:Iteration 28Q (1672.720000 sec): 3 clusters
  Score: Raw -11971304.564757 + Penalty 3791.033702 = -11967513.531055
  nChanged 209
		SP:Iteration 29Q (1672.970000 sec): 3 clusters
  Score: Raw -11971378.904284 + Penalty 3791.033702 = -11967587.870582
  nChanged 161
		SP:Iteration 30Q (1673.210000 sec): 3 clusters
  Score: Raw -11971433.767755 + Penalty 3791.033702 = -11967642.734053
  nChanged 124
		SP:Iteration 31Q (1673.450000 sec): 3 clusters
  Score: Raw -11971476.589123 + Penalty 3791.033702 = -11967685.555421
  nChanged 95
		SP:Iteration 32Q (1673.690000 sec): 3 clusters
  Score: Raw -11971505.675360 + Penalty 3791.033702 = -11967714.641658
  nChanged 70
		SP:Iteration 33Q (1673.930000 sec): 3 clusters
  Score: Raw -11971528.789462 + Penalty 3791.033702 = -11967737.755759
  nChanged 65
		SP:Iteration 34Q (1674.160000 sec): 3 clusters
  Score: Raw -11971550.961854 + Penalty 3791.033702 = -11967759.928152
  nChanged 69
		SP:Iteration 35Q (1674.400000 sec): 3 clusters
  Score: Raw -11971574.457457 + Penalty 3791.033702 = -11967783.423754
  nChanged 49
		SP:Iteration 36Q (1674.630000 sec): 3 clusters
  Score: Raw -11971591.406133 + Penalty 3791.033702 = -11967800.372431
  nChanged 42
		SP:Iteration 37Q (1674.870000 sec): 3 clusters
  Score: Raw -11971607.871475 + Penalty 3791.033702 = -11967816.837773
  nChanged 51
		SP:Iteration 38Q (1675.110000 sec): 3 clusters
  Score: Raw -11971625.508025 + Penalty 3791.033702 = -11967834.474323
  nChanged 40
		SP:Iteration 39Q (1675.350000 sec): 3 clusters
  Score: Raw -11971639.178413 + Penalty 3791.033702 = -11967848.144711
  nChanged 37
		SP:Iteration 40F (1675.670000 sec): 3 clusters
  Score: Raw -11971651.534988 + Penalty 3791.033702 = -11967860.501286
  nChanged 33
		SP:Iteration 41Q (1675.910000 sec): 3 clusters
  Score: Raw -11971661.894356 + Penalty 3791.033702 = -11967870.860654
  nChanged 32
		SP:Iteration 42Q (1676.150000 sec): 3 clusters
  Score: Raw -11971670.750920 + Penalty 3791.033702 = -11967879.717218
  nChanged 22
		SP:Iteration 43Q (1676.380000 sec): 3 clusters
  Score: Raw -11971676.997978 + Penalty 3791.033702 = -11967885.964276
  nChanged 13
		SP:Iteration 44Q (1676.610000 sec): 3 clusters
  Score: Raw -11971680.485095 + Penalty 3791.033702 = -11967889.451393
  nChanged 12
		SP:Iteration 45Q (1676.850000 sec): 3 clusters
  Score: Raw -11971683.868908 + Penalty 3791.033702 = -11967892.835206
  nChanged 9
		SP:Iteration 46Q (1677.090000 sec): 3 clusters
  Score: Raw -11971686.333165 + Penalty 3791.033702 = -11967895.299463
  nChanged 10
		SP:Iteration 47Q (1677.330000 sec): 3 clusters
  Score: Raw -11971688.840275 + Penalty 3791.033702 = -11967897.806573
  nChanged 6
		SP:Iteration 48Q (1677.560000 sec): 3 clusters
  Score: Raw -11971690.060991 + Penalty 3791.033702 = -11967899.027289
  nChanged 6
		SP:Iteration 49Q (1677.800000 sec): 3 clusters
  Score: Raw -11971691.202762 + Penalty 3791.033702 = -11967900.169060
  nChanged 8
		SP:Iteration 50Q (1678.050000 sec): 3 clusters
  Score: Raw -11971693.360823 + Penalty 3791.033702 = -11967902.327120
  nChanged 7
		SP:Iteration 51Q (1678.290000 sec): 3 clusters
  Score: Raw -11971695.303219 + Penalty 3791.033702 = -11967904.269517
  nChanged 5
		SP:Iteration 52Q (1678.530000 sec): 3 clusters
  Score: Raw -11971696.341735 + Penalty 3791.033702 = -11967905.308033
  nChanged 4
		SP:Iteration 53Q (1678.760000 sec): 3 clusters
  Score: Raw -11971697.274503 + Penalty 3791.033702 = -11967906.240801
  nChanged 5
		SP:Iteration 54Q (1679.000000 sec): 3 clusters
  Score: Raw -11971698.445614 + Penalty 3791.033702 = -11967907.411912
  nChanged 6
		SP:Iteration 55Q (1679.230000 sec): 3 clusters
  Score: Raw -11971699.865714 + Penalty 3791.033702 = -11967908.832012
  nChanged 4
		SP:Iteration 56Q (1679.470000 sec): 3 clusters
  Score: Raw -11971700.914129 + Penalty 3791.033702 = -11967909.880427
  nChanged 9
		SP:Iteration 57Q (1679.710000 sec): 3 clusters
  Score: Raw -11971703.458002 + Penalty 3791.033702 = -11967912.424300
  nChanged 9
		SP:Iteration 58Q (1679.950000 sec): 3 clusters
  Score: Raw -11971706.387847 + Penalty 3791.033702 = -11967915.354144
  nChanged 7
		SP:Iteration 59Q (1680.180000 sec): 3 clusters
  Score: Raw -11971708.417145 + Penalty 3791.033702 = -11967917.383443
  nChanged 7
		SP:Iteration 60F (1680.490000 sec): 3 clusters
  Score: Raw -11971710.135213 + Penalty 3791.033702 = -11967919.101511
  nChanged 4
		SP:Iteration 61Q (1680.730000 sec): 3 clusters
  Score: Raw -11971711.361813 + Penalty 3791.033702 = -11967920.328111
  nChanged 2
		SP:Iteration 62Q (1680.970000 sec): 3 clusters
  Score: Raw -11971711.672503 + Penalty 3791.033702 = -11967920.638801
  nChanged 1
		SP:Iteration 63Q (1681.200000 sec): 3 clusters
  Score: Raw -11971711.984685 + Penalty 3791.033702 = -11967920.950983
  nChanged 2
		SP:Iteration 64Q (1681.440000 sec): 3 clusters
  Score: Raw -11971712.718039 + Penalty 3791.033702 = -11967921.684336
  nChanged 1
		SP:Iteration 65Q (1681.680000 sec): 3 clusters
  Score: Raw -11971713.033720 + Penalty 3791.033702 = -11967922.000018
  nChanged 3
		SP:Iteration 66Q (1681.910000 sec): 3 clusters
  Score: Raw -11971713.757327 + Penalty 3791.033702 = -11967922.723625
  nChanged 1
		SP:Iteration 67Q (1682.150000 sec): 3 clusters
  Score: Raw -11971714.032406 + Penalty 3791.033702 = -11967922.998704
  nChanged 1
		SP:Iteration 68Q (1682.390000 sec): 3 clusters
  Score: Raw -11971714.347827 + Penalty 3791.033702 = -11967923.314125
  nChanged 1
		SP:Iteration 69Q (1682.630000 sec): 3 clusters
  Score: Raw -11971714.833344 + Penalty 3791.033702 = -11967923.799642
  nChanged 0
		SP:Iteration 70F (1682.950000 sec): 3 clusters
  Score: Raw -11971714.833344 + Penalty 3791.033702 = -11967923.799642
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 35 (7878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1683.040000 sec): 2 clusters
  Score: Raw -705324.878104 + Penalty 1457.922268 = -703866.955835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1683.060000 sec): 3 clusters
  Score: Raw -700921.011313 + Penalty 2915.844537 = -698005.166777
  nChanged 3355
		SP:Iteration 1F (1683.090000 sec): 3 clusters
  Score: Raw -702883.148713 + Penalty 2915.844537 = -699967.304176
  nChanged 659
		SP:Iteration 2F (1683.110000 sec): 3 clusters
  Score: Raw -703353.035477 + Penalty 2915.844537 = -700437.190940
  nChanged 598
		SP:Iteration 3F (1683.130000 sec): 3 clusters
  Score: Raw -703792.861201 + Penalty 2915.844537 = -700877.016664
  nChanged 519
		SP:Iteration 4F (1683.150000 sec): 3 clusters
  Score: Raw -704193.960585 + Penalty 2915.844537 = -701278.116049
  nChanged 454
		SP:Iteration 5F (1683.170000 sec): 3 clusters
  Score: Raw -704500.364252 + Penalty 2915.844537 = -701584.519715
  nChanged 364
		SP:Iteration 6Q (1683.190000 sec): 3 clusters
  Score: Raw -704718.018304 + Penalty 2915.844537 = -701802.173768
  nChanged 307
		SP:Iteration 7Q (1683.210000 sec): 3 clusters
  Score: Raw -704887.243722 + Penalty 2915.844537 = -701971.399185
  nChanged 274
		SP:Iteration 8Q (1683.230000 sec): 3 clusters
  Score: Raw -705044.696198 + Penalty 2915.844537 = -702128.851661
  nChanged 242
		SP:Iteration 9Q (1683.250000 sec): 3 clusters
  Score: Raw -705173.510030 + Penalty 2915.844537 = -702257.665493
  nChanged 180
		SP:Iteration 10Q (1683.270000 sec): 3 clusters
  Score: Raw -705264.027443 + Penalty 2915.844537 = -702348.182907
  nChanged 165
		SP:Iteration 11Q (1683.290000 sec): 3 clusters
  Score: Raw -705344.146249 + Penalty 2915.844537 = -702428.301713
  nChanged 142
		SP:Iteration 12Q (1683.310000 sec): 3 clusters
  Score: Raw -705416.959432 + Penalty 2915.844537 = -702501.114895
  nChanged 115
		SP:Iteration 13Q (1683.330000 sec): 3 clusters
  Score: Raw -705481.751230 + Penalty 2915.844537 = -702565.906694
  nChanged 108
		SP:Iteration 14Q (1683.350000 sec): 3 clusters
  Score: Raw -705537.269142 + Penalty 2915.844537 = -702621.424606
  nChanged 122
		SP:Iteration 15Q (1683.370000 sec): 3 clusters
  Score: Raw -705586.704191 + Penalty 2915.844537 = -702670.859655
  nChanged 77
		SP:Iteration 16Q (1683.390000 sec): 3 clusters
  Score: Raw -705617.984107 + Penalty 2915.844537 = -702702.139571
  nChanged 73
		SP:Iteration 17Q (1683.410000 sec): 3 clusters
  Score: Raw -705645.138266 + Penalty 2915.844537 = -702729.293729
  nChanged 57
		SP:Iteration 18Q (1683.430000 sec): 3 clusters
  Score: Raw -705663.328166 + Penalty 2915.844537 = -702747.483629
  nChanged 40
		SP:Iteration 19Q (1683.450000 sec): 3 clusters
  Score: Raw -705678.472602 + Penalty 2915.844537 = -702762.628066
  nChanged 54
		SP:Iteration 20F (1683.470000 sec): 3 clusters
  Score: Raw -705695.537845 + Penalty 2915.844537 = -702779.693308
  nChanged 42
		SP:Iteration 21Q (1683.490000 sec): 3 clusters
  Score: Raw -705708.598173 + Penalty 2915.844537 = -702792.753636
  nChanged 46
		SP:Iteration 22Q (1683.510000 sec): 3 clusters
  Score: Raw -705721.977918 + Penalty 2915.844537 = -702806.133381
  nChanged 38
		SP:Iteration 23Q (1683.520000 sec): 3 clusters
  Score: Raw -705735.140370 + Penalty 2915.844537 = -702819.295833
  nChanged 38
		SP:Iteration 24Q (1683.540000 sec): 3 clusters
  Score: Raw -705746.962773 + Penalty 2915.844537 = -702831.118236
  nChanged 34
		SP:Iteration 25Q (1683.560000 sec): 3 clusters
  Score: Raw -705755.756290 + Penalty 2915.844537 = -702839.911753
  nChanged 36
		SP:Iteration 26Q (1683.580000 sec): 3 clusters
  Score: Raw -705765.203653 + Penalty 2915.844537 = -702849.359117
  nChanged 24
		SP:Iteration 27Q (1683.600000 sec): 3 clusters
  Score: Raw -705772.990390 + Penalty 2915.844537 = -702857.145853
  nChanged 31
		SP:Iteration 28Q (1683.620000 sec): 3 clusters
  Score: Raw -705781.989420 + Penalty 2915.844537 = -702866.144883
  nChanged 34
		SP:Iteration 29Q (1683.630000 sec): 3 clusters
  Score: Raw -705791.749318 + Penalty 2915.844537 = -702875.904781
  nChanged 24
		SP:Iteration 30Q (1683.650000 sec): 3 clusters
  Score: Raw -705797.882276 + Penalty 2915.844537 = -702882.037739
  nChanged 23
		SP:Iteration 31Q (1683.670000 sec): 3 clusters
  Score: Raw -705802.869111 + Penalty 2915.844537 = -702887.024574
  nChanged 26
		SP:Iteration 32Q (1683.690000 sec): 3 clusters
  Score: Raw -705809.147450 + Penalty 2915.844537 = -702893.302913
  nChanged 29
		SP:Iteration 33Q (1683.710000 sec): 3 clusters
  Score: Raw -705817.129895 + Penalty 2915.844537 = -702901.285358
  nChanged 25
		SP:Iteration 34Q (1683.730000 sec): 3 clusters
  Score: Raw -705823.896329 + Penalty 2915.844537 = -702908.051793
  nChanged 31
		SP:Iteration 35Q (1683.750000 sec): 3 clusters
  Score: Raw -705832.783103 + Penalty 2915.844537 = -702916.938566
  nChanged 22
		SP:Iteration 36Q (1683.770000 sec): 3 clusters
  Score: Raw -705838.264642 + Penalty 2915.844537 = -702922.420105
  nChanged 26
		SP:Iteration 37Q (1683.780000 sec): 3 clusters
  Score: Raw -705846.492111 + Penalty 2915.844537 = -702930.647575
  nChanged 22
		SP:Iteration 38Q (1683.800000 sec): 3 clusters
  Score: Raw -705854.901037 + Penalty 2915.844537 = -702939.056500
  nChanged 21
		SP:Iteration 39Q (1683.820000 sec): 3 clusters
  Score: Raw -705861.548130 + Penalty 2915.844537 = -702945.703593
  nChanged 22
		SP:Iteration 40F (1683.840000 sec): 3 clusters
  Score: Raw -705869.363633 + Penalty 2915.844537 = -702953.519096
  nChanged 20
		SP:Iteration 41Q (1683.860000 sec): 3 clusters
  Score: Raw -705875.510309 + Penalty 2915.844537 = -702959.665773
  nChanged 18
		SP:Iteration 42Q (1683.880000 sec): 3 clusters
  Score: Raw -705882.981019 + Penalty 2915.844537 = -702967.136483
  nChanged 22
		SP:Iteration 43Q (1683.890000 sec): 3 clusters
  Score: Raw -705892.107479 + Penalty 2915.844537 = -702976.262942
  nChanged 29
		SP:Iteration 44Q (1683.910000 sec): 3 clusters
  Score: Raw -705903.428740 + Penalty 2915.844537 = -702987.584204
  nChanged 22
		SP:Iteration 45Q (1683.930000 sec): 3 clusters
  Score: Raw -705909.119669 + Penalty 2915.844537 = -702993.275132
  nChanged 16
		SP:Iteration 46Q (1683.950000 sec): 3 clusters
  Score: Raw -705914.167964 + Penalty 2915.844537 = -702998.323427
  nChanged 17
		SP:Iteration 47Q (1683.970000 sec): 3 clusters
  Score: Raw -705919.918193 + Penalty 2915.844537 = -703004.073656
  nChanged 16
		SP:Iteration 48Q (1683.990000 sec): 3 clusters
  Score: Raw -705926.813431 + Penalty 2915.844537 = -703010.968894
  nChanged 13
		SP:Iteration 49Q (1684.000000 sec): 3 clusters
  Score: Raw -705930.318805 + Penalty 2915.844537 = -703014.474268
  nChanged 10
		SP:Iteration 50Q (1684.020000 sec): 3 clusters
  Score: Raw -705932.362560 + Penalty 2915.844537 = -703016.518024
  nChanged 5
		SP:Iteration 51Q (1684.040000 sec): 3 clusters
  Score: Raw -705934.278533 + Penalty 2915.844537 = -703018.433996
  nChanged 8
		SP:Iteration 52Q (1684.050000 sec): 3 clusters
  Score: Raw -705936.397520 + Penalty 2915.844537 = -703020.552983
  nChanged 9
		SP:Iteration 53Q (1684.070000 sec): 3 clusters
  Score: Raw -705939.299161 + Penalty 2915.844537 = -703023.454625
  nChanged 9
		SP:Iteration 54Q (1684.090000 sec): 3 clusters
  Score: Raw -705942.042595 + Penalty 2915.844537 = -703026.198058
  nChanged 6
		SP:Iteration 55Q (1684.110000 sec): 3 clusters
  Score: Raw -705943.505116 + Penalty 2915.844537 = -703027.660579
  nChanged 9
		SP:Iteration 56Q (1684.130000 sec): 3 clusters
  Score: Raw -705946.333329 + Penalty 2915.844537 = -703030.488792
  nChanged 5
		SP:Iteration 57Q (1684.140000 sec): 3 clusters
  Score: Raw -705947.429734 + Penalty 2915.844537 = -703031.585197
  nChanged 3
		SP:Iteration 58Q (1684.160000 sec): 3 clusters
  Score: Raw -705947.816982 + Penalty 2915.844537 = -703031.972445
  nChanged 1
		SP:Iteration 59Q (1684.180000 sec): 3 clusters
  Score: Raw -705948.119106 + Penalty 2915.844537 = -703032.274570
  nChanged 1
		SP:Iteration 60F (1684.200000 sec): 3 clusters
  Score: Raw -705948.458979 + Penalty 2915.844537 = -703032.614442
  nChanged 1
		SP:Iteration 61Q (1684.210000 sec): 3 clusters
  Score: Raw -705948.754345 + Penalty 2915.844537 = -703032.909809
  nChanged 0
		SP:Iteration 62F (1684.230000 sec): 3 clusters
  Score: Raw -705948.754345 + Penalty 2915.844537 = -703032.909809
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 36 (3738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1684.250000 sec): 2 clusters
  Score: Raw -380207.733899 + Penalty 1336.774723 = -378870.959176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1684.260000 sec): 3 clusters
  Score: Raw -378398.563897 + Penalty 2673.549446 = -375725.014451
  nChanged 1435
		SP:Iteration 1F (1684.270000 sec): 3 clusters
  Score: Raw -379202.425142 + Penalty 2673.549446 = -376528.875696
  nChanged 254
		SP:Iteration 2F (1684.280000 sec): 3 clusters
  Score: Raw -379361.375777 + Penalty 2673.549446 = -376687.826331
  nChanged 203
		SP:Iteration 3F (1684.290000 sec): 3 clusters
  Score: Raw -379493.862972 + Penalty 2673.549446 = -376820.313526
  nChanged 180
		SP:Iteration 4Q (1684.300000 sec): 3 clusters
  Score: Raw -379598.304167 + Penalty 2673.549446 = -376924.754721
  nChanged 141
		SP:Iteration 5Q (1684.310000 sec): 3 clusters
  Score: Raw -379668.823684 + Penalty 2673.549446 = -376995.274238
  nChanged 99
		SP:Iteration 6Q (1684.320000 sec): 3 clusters
  Score: Raw -379707.545971 + Penalty 2673.549446 = -377033.996525
  nChanged 73
		SP:Iteration 7Q (1684.330000 sec): 3 clusters
  Score: Raw -379739.369833 + Penalty 2673.549446 = -377065.820387
  nChanged 68
		SP:Iteration 8Q (1684.340000 sec): 3 clusters
  Score: Raw -379771.396161 + Penalty 2673.549446 = -377097.846715
  nChanged 76
		SP:Iteration 9Q (1684.350000 sec): 3 clusters
  Score: Raw -379806.983148 + Penalty 2673.549446 = -377133.433702
  nChanged 74
		SP:Iteration 10Q (1684.350000 sec): 3 clusters
  Score: Raw -379840.701405 + Penalty 2673.549446 = -377167.151959
  nChanged 92
		SP:Iteration 11Q (1684.370000 sec): 3 clusters
  Score: Raw -379881.846041 + Penalty 2673.549446 = -377208.296595
  nChanged 97
		SP:Iteration 12Q (1684.370000 sec): 3 clusters
  Score: Raw -379925.933853 + Penalty 2673.549446 = -377252.384407
  nChanged 102
		SP:Iteration 13Q (1684.380000 sec): 3 clusters
  Score: Raw -379986.745310 + Penalty 2673.549446 = -377313.195864
  nChanged 121
		SP:Iteration 14Q (1684.390000 sec): 3 clusters
  Score: Raw -380070.081099 + Penalty 2673.549446 = -377396.531653
  nChanged 133
		SP:Iteration 15Q (1684.400000 sec): 3 clusters
  Score: Raw -380164.156802 + Penalty 2673.549446 = -377490.607356
  nChanged 121
		SP:Iteration 16Q (1684.410000 sec): 3 clusters
  Score: Raw -380251.361929 + Penalty 2673.549446 = -377577.812483
  nChanged 99
		SP:Iteration 17Q (1684.420000 sec): 3 clusters
  Score: Raw -380326.303449 + Penalty 2673.549446 = -377652.754003
  nChanged 82
		SP:Iteration 18Q (1684.430000 sec): 3 clusters
  Score: Raw -380380.650182 + Penalty 2673.549446 = -377707.100736
  nChanged 61
		SP:Iteration 19Q (1684.440000 sec): 3 clusters
  Score: Raw -380427.680358 + Penalty 2673.549446 = -377754.130912
  nChanged 62
		SP:Iteration 20F (1684.450000 sec): 3 clusters
  Score: Raw -380476.052855 + Penalty 2673.549446 = -377802.503409
  nChanged 56
		SP:Iteration 21Q (1684.460000 sec): 3 clusters
  Score: Raw -380515.427121 + Penalty 2673.549446 = -377841.877675
  nChanged 39
		SP:Iteration 22Q (1684.470000 sec): 3 clusters
  Score: Raw -380541.847585 + Penalty 2673.549446 = -377868.298139
  nChanged 34
		SP:Iteration 23Q (1684.480000 sec): 3 clusters
  Score: Raw -380568.022287 + Penalty 2673.549446 = -377894.472841
  nChanged 27
		SP:Iteration 24Q (1684.490000 sec): 3 clusters
  Score: Raw -380584.939039 + Penalty 2673.549446 = -377911.389593
  nChanged 18
		SP:Iteration 25Q (1684.490000 sec): 3 clusters
  Score: Raw -380594.770723 + Penalty 2673.549446 = -377921.221276
  nChanged 11
		SP:Iteration 26Q (1684.500000 sec): 3 clusters
  Score: Raw -380600.132068 + Penalty 2673.549446 = -377926.582621
  nChanged 16
		SP:Iteration 27Q (1684.510000 sec): 3 clusters
  Score: Raw -380608.713499 + Penalty 2673.549446 = -377935.164053
  nChanged 11
		SP:Iteration 28Q (1684.520000 sec): 3 clusters
  Score: Raw -380614.417252 + Penalty 2673.549446 = -377940.867806
  nChanged 17
		SP:Iteration 29Q (1684.530000 sec): 3 clusters
  Score: Raw -380622.554210 + Penalty 2673.549446 = -377949.004764
  nChanged 9
		SP:Iteration 30Q (1684.540000 sec): 3 clusters
  Score: Raw -380627.313064 + Penalty 2673.549446 = -377953.763618
  nChanged 5
		SP:Iteration 31Q (1684.550000 sec): 3 clusters
  Score: Raw -380630.637669 + Penalty 2673.549446 = -377957.088222
  nChanged 4
		SP:Iteration 32Q (1684.560000 sec): 3 clusters
  Score: Raw -380632.045258 + Penalty 2673.549446 = -377958.495812
  nChanged 1
		SP:Iteration 33Q (1684.570000 sec): 3 clusters
  Score: Raw -380632.329225 + Penalty 2673.549446 = -377958.779779
  nChanged 1
		SP:Iteration 34Q (1684.580000 sec): 3 clusters
  Score: Raw -380632.398043 + Penalty 2673.549446 = -377958.848597
  nChanged 1
		SP:Iteration 35Q (1684.590000 sec): 3 clusters
  Score: Raw -380633.185203 + Penalty 2673.549446 = -377959.635757
  nChanged 2
		SP:Iteration 36Q (1684.590000 sec): 3 clusters
  Score: Raw -380635.395245 + Penalty 2673.549446 = -377961.845799
  nChanged 4
		SP:Iteration 37Q (1684.600000 sec): 3 clusters
  Score: Raw -380636.974700 + Penalty 2673.549446 = -377963.425254
  nChanged 4
		SP:Iteration 38Q (1684.610000 sec): 3 clusters
  Score: Raw -380638.845324 + Penalty 2673.549446 = -377965.295878
  nChanged 5
		SP:Iteration 39Q (1684.620000 sec): 3 clusters
  Score: Raw -380640.516609 + Penalty 2673.549446 = -377966.967163
  nChanged 1
		SP:Iteration 40F (1684.630000 sec): 3 clusters
  Score: Raw -380642.016838 + Penalty 2673.549446 = -377968.467392
  nChanged 6
		SP:Iteration 41Q (1684.640000 sec): 3 clusters
  Score: Raw -380645.060521 + Penalty 2673.549446 = -377971.511075
  nChanged 5
		SP:Iteration 42Q (1684.650000 sec): 3 clusters
  Score: Raw -380647.555350 + Penalty 2673.549446 = -377974.005904
  nChanged 8
		SP:Iteration 43Q (1684.660000 sec): 3 clusters
  Score: Raw -380650.842679 + Penalty 2673.549446 = -377977.293232
  nChanged 5
		SP:Iteration 44Q (1684.670000 sec): 3 clusters
  Score: Raw -380653.245297 + Penalty 2673.549446 = -377979.695851
  nChanged 2
		SP:Iteration 45Q (1684.680000 sec): 3 clusters
  Score: Raw -380653.904612 + Penalty 2673.549446 = -377980.355166
  nChanged 0
		SP:Iteration 46F (1684.690000 sec): 3 clusters
  Score: Raw -380653.904612 + Penalty 2673.549446 = -377980.355166
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 37 (8837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1684.720000 sec): 2 clusters
  Score: Raw -818903.431225 + Penalty 1476.589194 = -817426.842031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1684.740000 sec): 3 clusters
  Score: Raw -814089.511949 + Penalty 2953.178388 = -811136.333561
  nChanged 3786
		SP:Iteration 1F (1684.770000 sec): 3 clusters
  Score: Raw -816322.507803 + Penalty 2953.178388 = -813369.329416
  nChanged 681
		SP:Iteration 2F (1684.790000 sec): 3 clusters
  Score: Raw -816785.402173 + Penalty 2953.178388 = -813832.223785
  nChanged 618
		SP:Iteration 3F (1684.810000 sec): 3 clusters
  Score: Raw -817195.939316 + Penalty 2953.178388 = -814242.760928
  nChanged 527
		SP:Iteration 4F (1684.830000 sec): 3 clusters
  Score: Raw -817540.936779 + Penalty 2953.178388 = -814587.758391
  nChanged 444
		SP:Iteration 5F (1684.860000 sec): 3 clusters
  Score: Raw -817785.583588 + Penalty 2953.178388 = -814832.405201
  nChanged 371
		SP:Iteration 6Q (1684.880000 sec): 3 clusters
  Score: Raw -817988.563917 + Penalty 2953.178388 = -815035.385530
  nChanged 311
		SP:Iteration 7Q (1684.910000 sec): 3 clusters
  Score: Raw -818162.485712 + Penalty 2953.178388 = -815209.307324
  nChanged 271
		SP:Iteration 8Q (1684.930000 sec): 3 clusters
  Score: Raw -818320.625258 + Penalty 2953.178388 = -815367.446871
  nChanged 279
		SP:Iteration 9Q (1684.950000 sec): 3 clusters
  Score: Raw -818474.053571 + Penalty 2953.178388 = -815520.875183
  nChanged 230
		SP:Iteration 10Q (1684.970000 sec): 3 clusters
  Score: Raw -818587.075781 + Penalty 2953.178388 = -815633.897393
  nChanged 183
		SP:Iteration 11Q (1684.990000 sec): 3 clusters
  Score: Raw -818691.724459 + Penalty 2953.178388 = -815738.546071
  nChanged 177
		SP:Iteration 12Q (1685.020000 sec): 3 clusters
  Score: Raw -818773.277727 + Penalty 2953.178388 = -815820.099339
  nChanged 128
		SP:Iteration 13Q (1685.040000 sec): 3 clusters
  Score: Raw -818837.131684 + Penalty 2953.178388 = -815883.953297
  nChanged 131
		SP:Iteration 14Q (1685.060000 sec): 3 clusters
  Score: Raw -818904.283978 + Penalty 2953.178388 = -815951.105590
  nChanged 135
		SP:Iteration 15Q (1685.080000 sec): 3 clusters
  Score: Raw -818971.736386 + Penalty 2953.178388 = -816018.557998
  nChanged 131
		SP:Iteration 16Q (1685.100000 sec): 3 clusters
  Score: Raw -819046.713074 + Penalty 2953.178388 = -816093.534686
  nChanged 136
		SP:Iteration 17Q (1685.130000 sec): 3 clusters
  Score: Raw -819132.043244 + Penalty 2953.178388 = -816178.864856
  nChanged 136
		SP:Iteration 18Q (1685.150000 sec): 3 clusters
  Score: Raw -819209.699075 + Penalty 2953.178388 = -816256.520688
  nChanged 124
		SP:Iteration 19Q (1685.170000 sec): 3 clusters
  Score: Raw -819277.097268 + Penalty 2953.178388 = -816323.918880
  nChanged 101
		SP:Iteration 20F (1685.190000 sec): 3 clusters
  Score: Raw -819340.579505 + Penalty 2953.178388 = -816387.401117
  nChanged 106
		SP:Iteration 21Q (1685.210000 sec): 3 clusters
  Score: Raw -819395.049242 + Penalty 2953.178388 = -816441.870854
  nChanged 76
		SP:Iteration 22Q (1685.230000 sec): 3 clusters
  Score: Raw -819432.179191 + Penalty 2953.178388 = -816479.000804
  nChanged 74
		SP:Iteration 23Q (1685.250000 sec): 3 clusters
  Score: Raw -819474.456114 + Penalty 2953.178388 = -816521.277726
  nChanged 74
		SP:Iteration 24Q (1685.270000 sec): 3 clusters
  Score: Raw -819510.224858 + Penalty 2953.178388 = -816557.046470
  nChanged 71
		SP:Iteration 25Q (1685.290000 sec): 3 clusters
  Score: Raw -819542.334039 + Penalty 2953.178388 = -816589.155652
  nChanged 61
		SP:Iteration 26Q (1685.310000 sec): 3 clusters
  Score: Raw -819572.376114 + Penalty 2953.178388 = -816619.197727
  nChanged 66
		SP:Iteration 27Q (1685.330000 sec): 3 clusters
  Score: Raw -819595.334406 + Penalty 2953.178388 = -816642.156018
  nChanged 53
		SP:Iteration 28Q (1685.350000 sec): 3 clusters
  Score: Raw -819613.987962 + Penalty 2953.178388 = -816660.809575
  nChanged 53
		SP:Iteration 29Q (1685.370000 sec): 3 clusters
  Score: Raw -819634.933814 + Penalty 2953.178388 = -816681.755426
  nChanged 50
		SP:Iteration 30Q (1685.390000 sec): 3 clusters
  Score: Raw -819650.155680 + Penalty 2953.178388 = -816696.977293
  nChanged 37
		SP:Iteration 31Q (1685.410000 sec): 3 clusters
  Score: Raw -819663.532048 + Penalty 2953.178388 = -816710.353660
  nChanged 42
		SP:Iteration 32Q (1685.430000 sec): 3 clusters
  Score: Raw -819677.612678 + Penalty 2953.178388 = -816724.434290
  nChanged 45
		SP:Iteration 33Q (1685.450000 sec): 3 clusters
  Score: Raw -819691.793890 + Penalty 2953.178388 = -816738.615502
  nChanged 36
		SP:Iteration 34Q (1685.470000 sec): 3 clusters
  Score: Raw -819700.219921 + Penalty 2953.178388 = -816747.041533
  nChanged 33
		SP:Iteration 35Q (1685.490000 sec): 3 clusters
  Score: Raw -819708.117929 + Penalty 2953.178388 = -816754.939541
  nChanged 25
		SP:Iteration 36Q (1685.510000 sec): 3 clusters
  Score: Raw -819712.964086 + Penalty 2953.178388 = -816759.785698
  nChanged 23
		SP:Iteration 37Q (1685.530000 sec): 3 clusters
  Score: Raw -819719.528482 + Penalty 2953.178388 = -816766.350094
  nChanged 21
		SP:Iteration 38Q (1685.550000 sec): 3 clusters
  Score: Raw -819725.430838 + Penalty 2953.178388 = -816772.252450
  nChanged 26
		SP:Iteration 39Q (1685.570000 sec): 3 clusters
  Score: Raw -819733.319820 + Penalty 2953.178388 = -816780.141433
  nChanged 28
		SP:Iteration 40F (1685.590000 sec): 3 clusters
  Score: Raw -819741.375476 + Penalty 2953.178388 = -816788.197089
  nChanged 21
		SP:Iteration 41Q (1685.610000 sec): 3 clusters
  Score: Raw -819746.642260 + Penalty 2953.178388 = -816793.463873
  nChanged 21
		SP:Iteration 42Q (1685.630000 sec): 3 clusters
  Score: Raw -819752.481245 + Penalty 2953.178388 = -816799.302857
  nChanged 22
		SP:Iteration 43Q (1685.650000 sec): 3 clusters
  Score: Raw -819759.440318 + Penalty 2953.178388 = -816806.261930
  nChanged 38
		SP:Iteration 44Q (1685.670000 sec): 3 clusters
  Score: Raw -819775.560092 + Penalty 2953.178388 = -816822.381704
  nChanged 52
		SP:Iteration 45Q (1685.690000 sec): 3 clusters
  Score: Raw -819794.942516 + Penalty 2953.178388 = -816841.764128
  nChanged 47
		SP:Iteration 46Q (1685.710000 sec): 3 clusters
  Score: Raw -819817.261099 + Penalty 2953.178388 = -816864.082711
  nChanged 59
		SP:Iteration 47Q (1685.730000 sec): 3 clusters
  Score: Raw -819841.272468 + Penalty 2953.178388 = -816888.094080
  nChanged 63
		SP:Iteration 48Q (1685.750000 sec): 3 clusters
  Score: Raw -819866.869536 + Penalty 2953.178388 = -816913.691148
  nChanged 64
		SP:Iteration 49Q (1685.770000 sec): 3 clusters
  Score: Raw -819888.634505 + Penalty 2953.178388 = -816935.456117
  nChanged 55
		SP:Iteration 50Q (1685.790000 sec): 3 clusters
  Score: Raw -819907.742517 + Penalty 2953.178388 = -816954.564129
  nChanged 41
		SP:Iteration 51Q (1685.810000 sec): 3 clusters
  Score: Raw -819920.894316 + Penalty 2953.178388 = -816967.715928
  nChanged 44
		SP:Iteration 52Q (1685.830000 sec): 3 clusters
  Score: Raw -819936.601610 + Penalty 2953.178388 = -816983.423222
  nChanged 49
		SP:Iteration 53Q (1685.840000 sec): 3 clusters
  Score: Raw -819950.045847 + Penalty 2953.178388 = -816996.867459
  nChanged 46
		SP:Iteration 54Q (1685.860000 sec): 3 clusters
  Score: Raw -819966.316241 + Penalty 2953.178388 = -817013.137853
  nChanged 50
		SP:Iteration 55Q (1685.880000 sec): 3 clusters
  Score: Raw -819981.420635 + Penalty 2953.178388 = -817028.242247
  nChanged 41
		SP:Iteration 56Q (1685.900000 sec): 3 clusters
  Score: Raw -819993.736364 + Penalty 2953.178388 = -817040.557976
  nChanged 38
		SP:Iteration 57Q (1685.920000 sec): 3 clusters
  Score: Raw -820003.751369 + Penalty 2953.178388 = -817050.572981
  nChanged 38
		SP:Iteration 58Q (1685.940000 sec): 3 clusters
  Score: Raw -820013.463399 + Penalty 2953.178388 = -817060.285011
  nChanged 29
		SP:Iteration 59Q (1685.960000 sec): 3 clusters
  Score: Raw -820023.322715 + Penalty 2953.178388 = -817070.144327
  nChanged 43
		SP:Iteration 60F (1685.980000 sec): 3 clusters
  Score: Raw -820036.119588 + Penalty 2953.178388 = -817082.941200
  nChanged 37
		SP:Iteration 61Q (1686.000000 sec): 3 clusters
  Score: Raw -820045.336430 + Penalty 2953.178388 = -817092.158042
  nChanged 33
		SP:Iteration 62Q (1686.020000 sec): 3 clusters
  Score: Raw -820052.471500 + Penalty 2953.178388 = -817099.293112
  nChanged 21
		SP:Iteration 63Q (1686.040000 sec): 3 clusters
  Score: Raw -820055.849341 + Penalty 2953.178388 = -817102.670953
  nChanged 16
		SP:Iteration 64Q (1686.060000 sec): 3 clusters
  Score: Raw -820058.331161 + Penalty 2953.178388 = -817105.152773
  nChanged 14
		SP:Iteration 65Q (1686.080000 sec): 3 clusters
  Score: Raw -820059.914593 + Penalty 2953.178388 = -817106.736206
  nChanged 11
		SP:Iteration 66Q (1686.100000 sec): 3 clusters
  Score: Raw -820061.304220 + Penalty 2953.178388 = -817108.125832
  nChanged 5
		SP:Iteration 67Q (1686.120000 sec): 3 clusters
  Score: Raw -820061.843501 + Penalty 2953.178388 = -817108.665113
  nChanged 7
		SP:Iteration 68Q (1686.140000 sec): 3 clusters
  Score: Raw -820062.886053 + Penalty 2953.178388 = -817109.707666
  nChanged 7
		SP:Iteration 69Q (1686.160000 sec): 3 clusters
  Score: Raw -820064.083931 + Penalty 2953.178388 = -817110.905543
  nChanged 7
		SP:Iteration 70Q (1686.180000 sec): 3 clusters
  Score: Raw -820065.000262 + Penalty 2953.178388 = -817111.821874
  nChanged 6
		SP:Iteration 71Q (1686.200000 sec): 3 clusters
  Score: Raw -820066.101454 + Penalty 2953.178388 = -817112.923067
  nChanged 6
		SP:Iteration 72Q (1686.220000 sec): 3 clusters
  Score: Raw -820066.753069 + Penalty 2953.178388 = -817113.574681
  nChanged 7
		SP:Iteration 73Q (1686.240000 sec): 3 clusters
  Score: Raw -820068.060552 + Penalty 2953.178388 = -817114.882164
  nChanged 7
		SP:Iteration 74Q (1686.260000 sec): 3 clusters
  Score: Raw -820068.824934 + Penalty 2953.178388 = -817115.646547
  nChanged 4
		SP:Iteration 75Q (1686.280000 sec): 3 clusters
  Score: Raw -820069.331114 + Penalty 2953.178388 = -817116.152726
  nChanged 9
		SP:Iteration 76Q (1686.300000 sec): 3 clusters
  Score: Raw -820071.033479 + Penalty 2953.178388 = -817117.855092
  nChanged 10
		SP:Iteration 77Q (1686.320000 sec): 3 clusters
  Score: Raw -820072.404333 + Penalty 2953.178388 = -817119.225945
  nChanged 9
		SP:Iteration 78Q (1686.340000 sec): 3 clusters
  Score: Raw -820073.777903 + Penalty 2953.178388 = -817120.599515
  nChanged 10
		SP:Iteration 79Q (1686.360000 sec): 3 clusters
  Score: Raw -820075.513771 + Penalty 2953.178388 = -817122.335383
  nChanged 14
		SP:Iteration 80F (1686.380000 sec): 3 clusters
  Score: Raw -820077.632162 + Penalty 2953.178388 = -817124.453774
  nChanged 17
		SP:Iteration 81Q (1686.400000 sec): 3 clusters
  Score: Raw -820080.249550 + Penalty 2953.178388 = -817127.071162
  nChanged 15
		SP:Iteration 82Q (1686.420000 sec): 3 clusters
  Score: Raw -820082.756513 + Penalty 2953.178388 = -817129.578125
  nChanged 11
		SP:Iteration 83Q (1686.440000 sec): 3 clusters
  Score: Raw -820084.730265 + Penalty 2953.178388 = -817131.551878
  nChanged 9
		SP:Iteration 84Q (1686.460000 sec): 3 clusters
  Score: Raw -820086.123616 + Penalty 2953.178388 = -817132.945228
  nChanged 14
		SP:Iteration 85Q (1686.480000 sec): 3 clusters
  Score: Raw -820088.352648 + Penalty 2953.178388 = -817135.174260
  nChanged 11
		SP:Iteration 86Q (1686.500000 sec): 3 clusters
  Score: Raw -820090.056622 + Penalty 2953.178388 = -817136.878234
  nChanged 16
		SP:Iteration 87Q (1686.520000 sec): 3 clusters
  Score: Raw -820092.800925 + Penalty 2953.178388 = -817139.622537
  nChanged 16
		SP:Iteration 88Q (1686.540000 sec): 3 clusters
  Score: Raw -820095.074362 + Penalty 2953.178388 = -817141.895975
  nChanged 9
		SP:Iteration 89Q (1686.560000 sec): 3 clusters
  Score: Raw -820096.357973 + Penalty 2953.178388 = -817143.179585
  nChanged 8
		SP:Iteration 90Q (1686.580000 sec): 3 clusters
  Score: Raw -820097.266615 + Penalty 2953.178388 = -817144.088227
  nChanged 11
		SP:Iteration 91Q (1686.600000 sec): 3 clusters
  Score: Raw -820098.490497 + Penalty 2953.178388 = -817145.312110
  nChanged 8
		SP:Iteration 92Q (1686.620000 sec): 3 clusters
  Score: Raw -820099.590553 + Penalty 2953.178388 = -817146.412165
  nChanged 5
		SP:Iteration 93Q (1686.640000 sec): 3 clusters
  Score: Raw -820100.595341 + Penalty 2953.178388 = -817147.416954
  nChanged 4
		SP:Iteration 94Q (1686.660000 sec): 3 clusters
  Score: Raw -820101.265063 + Penalty 2953.178388 = -817148.086675
  nChanged 6
		SP:Iteration 95Q (1686.680000 sec): 3 clusters
  Score: Raw -820102.143227 + Penalty 2953.178388 = -817148.964839
  nChanged 6
		SP:Iteration 96Q (1686.700000 sec): 3 clusters
  Score: Raw -820104.166805 + Penalty 2953.178388 = -817150.988417
  nChanged 7
		SP:Iteration 97Q (1686.720000 sec): 3 clusters
  Score: Raw -820106.560004 + Penalty 2953.178388 = -817153.381616
  nChanged 11
		SP:Iteration 98Q (1686.740000 sec): 3 clusters
  Score: Raw -820108.936648 + Penalty 2953.178388 = -817155.758260
  nChanged 13
		SP:Iteration 99Q (1686.760000 sec): 3 clusters
  Score: Raw -820111.317081 + Penalty 2953.178388 = -817158.138693
  nChanged 8
		SP:Iteration 100F (1686.780000 sec): 3 clusters
  Score: Raw -820113.563162 + Penalty 2953.178388 = -817160.384774
  nChanged 10
		SP:Iteration 101Q (1686.800000 sec): 3 clusters
  Score: Raw -820115.346356 + Penalty 2953.178388 = -817162.167969
  nChanged 8
		SP:Iteration 102Q (1686.820000 sec): 3 clusters
  Score: Raw -820116.253101 + Penalty 2953.178388 = -817163.074713
  nChanged 5
		SP:Iteration 103Q (1686.840000 sec): 3 clusters
  Score: Raw -820116.745888 + Penalty 2953.178388 = -817163.567500
  nChanged 3
		SP:Iteration 104Q (1686.860000 sec): 3 clusters
  Score: Raw -820116.980381 + Penalty 2953.178388 = -817163.801993
  nChanged 0
		SP:Iteration 105F (1686.880000 sec): 3 clusters
  Score: Raw -820116.980381 + Penalty 2953.178388 = -817163.801993
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 38 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1686.890000 sec): 2 clusters
  Score: Raw -16032.222044 + Penalty 842.950193 = -15189.271850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1686.890000 sec): 3 clusters
  Score: Raw -16177.718625 + Penalty 1685.900387 = -14491.818238
  nChanged 24
		SP:Iteration 1F (1686.890000 sec): 3 clusters
  Score: Raw -16303.510617 + Penalty 1685.900387 = -14617.610231
  nChanged 7
		SP:Iteration 2Q (1686.890000 sec): 3 clusters
  Score: Raw -16322.036150 + Penalty 1685.900387 = -14636.135763
  nChanged 1
		SP:Iteration 3Q (1686.890000 sec): 3 clusters
  Score: Raw -16323.308049 + Penalty 1685.900387 = -14637.407662
  nChanged 1
		SP:Iteration 4Q (1686.890000 sec): 3 clusters
  Score: Raw -16324.265110 + Penalty 1685.900387 = -14638.364723
  nChanged 0
		SP:Iteration 5F (1686.890000 sec): 3 clusters
  Score: Raw -16324.265110 + Penalty 1685.900387 = -14638.364723
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 39 (46206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1687.060000 sec): 2 clusters
  Score: Raw -4736880.595064 + Penalty 1745.390553 = -4735135.204511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1687.190000 sec): 3 clusters
  Score: Raw -4707738.555661 + Penalty 3490.781105 = -4704247.774556
  nChanged 21497
		SP:Iteration 1F (1687.320000 sec): 3 clusters
  Score: Raw -4720050.441025 + Penalty 3490.781105 = -4716559.659920
  nChanged 1985
		SP:Iteration 2Q (1687.450000 sec): 3 clusters
  Score: Raw -4720749.586774 + Penalty 3490.781105 = -4717258.805669
  nChanged 2009
		SP:Iteration 3Q (1687.590000 sec): 3 clusters
  Score: Raw -4721561.792130 + Penalty 3490.781105 = -4718071.011025
  nChanged 2186
		SP:Iteration 4Q (1687.720000 sec): 3 clusters
  Score: Raw -4722548.378643 + Penalty 3490.781105 = -4719057.597538
  nChanged 2342
		SP:Iteration 5F (1687.850000 sec): 3 clusters
  Score: Raw -4723750.822271 + Penalty 3490.781105 = -4720260.041166
  nChanged 2537
		SP:Iteration 6F (1687.980000 sec): 3 clusters
  Score: Raw -4725140.119174 + Penalty 3490.781105 = -4721649.338069
  nChanged 2551
		SP:Iteration 7F (1688.110000 sec): 3 clusters
  Score: Raw -4726501.735830 + Penalty 3490.781105 = -4723010.954725
  nChanged 2399
		SP:Iteration 8F (1688.230000 sec): 3 clusters
  Score: Raw -4727765.957083 + Penalty 3490.781105 = -4724275.175978
  nChanged 2108
		SP:Iteration 9Q (1688.360000 sec): 3 clusters
  Score: Raw -4728807.558201 + Penalty 3490.781105 = -4725316.777095
  nChanged 1775
		SP:Iteration 10Q (1688.490000 sec): 3 clusters
  Score: Raw -4729543.165172 + Penalty 3490.781105 = -4726052.384067
  nChanged 1341
		SP:Iteration 11Q (1688.620000 sec): 3 clusters
  Score: Raw -4729934.451047 + Penalty 3490.781105 = -4726443.669942
  nChanged 900
		SP:Iteration 12Q (1688.750000 sec): 3 clusters
  Score: Raw -4730115.237295 + Penalty 3490.781105 = -4726624.456190
  nChanged 578
		SP:Iteration 13Q (1688.880000 sec): 3 clusters
  Score: Raw -4730199.047239 + Penalty 3490.781105 = -4726708.266134
  nChanged 401
		SP:Iteration 14Q (1689.010000 sec): 3 clusters
  Score: Raw -4730251.029315 + Penalty 3490.781105 = -4726760.248210
  nChanged 326
		SP:Iteration 15Q (1689.130000 sec): 3 clusters
  Score: Raw -4730290.723945 + Penalty 3490.781105 = -4726799.942840
  nChanged 296
		SP:Iteration 16Q (1689.260000 sec): 3 clusters
  Score: Raw -4730323.150549 + Penalty 3490.781105 = -4726832.369444
  nChanged 267
		SP:Iteration 17Q (1689.390000 sec): 3 clusters
  Score: Raw -4730357.505936 + Penalty 3490.781105 = -4726866.724831
  nChanged 280
		SP:Iteration 18Q (1689.510000 sec): 3 clusters
  Score: Raw -4730392.980405 + Penalty 3490.781105 = -4726902.199300
  nChanged 286
		SP:Iteration 19Q (1689.640000 sec): 3 clusters
  Score: Raw -4730431.185781 + Penalty 3490.781105 = -4726940.404676
  nChanged 308
		SP:Iteration 20F (1689.770000 sec): 3 clusters
  Score: Raw -4730474.374710 + Penalty 3490.781105 = -4726983.593605
  nChanged 307
		SP:Iteration 21Q (1689.890000 sec): 3 clusters
  Score: Raw -4730522.726213 + Penalty 3490.781105 = -4727031.945108
  nChanged 358
		SP:Iteration 22Q (1690.010000 sec): 3 clusters
  Score: Raw -4730577.853373 + Penalty 3490.781105 = -4727087.072268
  nChanged 341
		SP:Iteration 23Q (1690.140000 sec): 3 clusters
  Score: Raw -4730631.905899 + Penalty 3490.781105 = -4727141.124794
  nChanged 398
		SP:Iteration 24Q (1690.270000 sec): 3 clusters
  Score: Raw -4730701.857725 + Penalty 3490.781105 = -4727211.076620
  nChanged 458
		SP:Iteration 25Q (1690.390000 sec): 3 clusters
  Score: Raw -4730784.398316 + Penalty 3490.781105 = -4727293.617211
  nChanged 482
		SP:Iteration 26Q (1690.510000 sec): 3 clusters
  Score: Raw -4730876.827867 + Penalty 3490.781105 = -4727386.046762
  nChanged 516
		SP:Iteration 27Q (1690.640000 sec): 3 clusters
  Score: Raw -4730980.840943 + Penalty 3490.781105 = -4727490.059838
  nChanged 532
		SP:Iteration 28Q (1690.770000 sec): 3 clusters
  Score: Raw -4731100.768792 + Penalty 3490.781105 = -4727609.987687
  nChanged 592
		SP:Iteration 29Q (1690.890000 sec): 3 clusters
  Score: Raw -4731235.082936 + Penalty 3490.781105 = -4727744.301830
  nChanged 617
		SP:Iteration 30Q (1691.020000 sec): 3 clusters
  Score: Raw -4731384.550512 + Penalty 3490.781105 = -4727893.769406
  nChanged 690
		SP:Iteration 31Q (1691.140000 sec): 3 clusters
  Score: Raw -4731569.291788 + Penalty 3490.781105 = -4728078.510683
  nChanged 762
		SP:Iteration 32Q (1691.270000 sec): 3 clusters
  Score: Raw -4731802.135973 + Penalty 3490.781105 = -4728311.354868
  nChanged 870
		SP:Iteration 33Q (1691.390000 sec): 3 clusters
  Score: Raw -4732114.742635 + Penalty 3490.781105 = -4728623.961529
  nChanged 934
		SP:Iteration 34Q (1691.510000 sec): 3 clusters
  Score: Raw -4732485.630889 + Penalty 3490.781105 = -4728994.849783
  nChanged 1004
		SP:Iteration 35Q (1691.630000 sec): 3 clusters
  Score: Raw -4732912.000780 + Penalty 3490.781105 = -4729421.219675
  nChanged 1025
		SP:Iteration 36Q (1691.760000 sec): 3 clusters
  Score: Raw -4733360.528238 + Penalty 3490.781105 = -4729869.747133
  nChanged 994
		SP:Iteration 37Q (1691.880000 sec): 3 clusters
  Score: Raw -4733809.182108 + Penalty 3490.781105 = -4730318.401003
  nChanged 1020
		SP:Iteration 38Q (1692.000000 sec): 3 clusters
  Score: Raw -4734322.500138 + Penalty 3490.781105 = -4730831.719033
  nChanged 1007
		SP:Iteration 39Q (1692.110000 sec): 3 clusters
  Score: Raw -4734857.083064 + Penalty 3490.781105 = -4731366.301959
  nChanged 911
		SP:Iteration 40F (1692.240000 sec): 3 clusters
  Score: Raw -4735348.528622 + Penalty 3490.781105 = -4731857.747517
  nChanged 827
		SP:Iteration 41Q (1692.350000 sec): 3 clusters
  Score: Raw -4735799.047829 + Penalty 3490.781105 = -4732308.266724
  nChanged 749
		SP:Iteration 42Q (1692.470000 sec): 3 clusters
  Score: Raw -4736186.146579 + Penalty 3490.781105 = -4732695.365474
  nChanged 671
		SP:Iteration 43Q (1692.580000 sec): 3 clusters
  Score: Raw -4736543.595071 + Penalty 3490.781105 = -4733052.813966
  nChanged 575
		SP:Iteration 44Q (1692.690000 sec): 3 clusters
  Score: Raw -4736827.082747 + Penalty 3490.781105 = -4733336.301642
  nChanged 467
		SP:Iteration 45Q (1692.810000 sec): 3 clusters
  Score: Raw -4737051.741825 + Penalty 3490.781105 = -4733560.960720
  nChanged 417
		SP:Iteration 46Q (1692.910000 sec): 3 clusters
  Score: Raw -4737230.988308 + Penalty 3490.781105 = -4733740.207203
  nChanged 353
		SP:Iteration 47Q (1693.020000 sec): 3 clusters
  Score: Raw -4737369.265897 + Penalty 3490.781105 = -4733878.484792
  nChanged 274
		SP:Iteration 48Q (1693.120000 sec): 3 clusters
  Score: Raw -4737461.649690 + Penalty 3490.781105 = -4733970.868585
  nChanged 223
		SP:Iteration 49Q (1693.230000 sec): 3 clusters
  Score: Raw -4737532.808291 + Penalty 3490.781105 = -4734042.027186
  nChanged 208
		SP:Iteration 50Q (1693.330000 sec): 3 clusters
  Score: Raw -4737596.666086 + Penalty 3490.781105 = -4734105.884981
  nChanged 167
		SP:Iteration 51Q (1693.430000 sec): 3 clusters
  Score: Raw -4737641.258832 + Penalty 3490.781105 = -4734150.477726
  nChanged 132
		SP:Iteration 52Q (1693.530000 sec): 3 clusters
  Score: Raw -4737677.686156 + Penalty 3490.781105 = -4734186.905051
  nChanged 110
		SP:Iteration 53Q (1693.630000 sec): 3 clusters
  Score: Raw -4737703.882355 + Penalty 3490.781105 = -4734213.101250
  nChanged 85
		SP:Iteration 54Q (1693.730000 sec): 3 clusters
  Score: Raw -4737723.971649 + Penalty 3490.781105 = -4734233.190544
  nChanged 97
		SP:Iteration 55Q (1693.830000 sec): 3 clusters
  Score: Raw -4737752.346760 + Penalty 3490.781105 = -4734261.565655
  nChanged 86
		SP:Iteration 56Q (1693.930000 sec): 3 clusters
  Score: Raw -4737775.071181 + Penalty 3490.781105 = -4734284.290076
  nChanged 72
		SP:Iteration 57Q (1694.040000 sec): 3 clusters
  Score: Raw -4737792.017334 + Penalty 3490.781105 = -4734301.236229
  nChanged 75
		SP:Iteration 58Q (1694.140000 sec): 3 clusters
  Score: Raw -4737814.855887 + Penalty 3490.781105 = -4734324.074782
  nChanged 76
		SP:Iteration 59Q (1694.230000 sec): 3 clusters
  Score: Raw -4737838.243103 + Penalty 3490.781105 = -4734347.461998
  nChanged 67
		SP:Iteration 60F (1694.360000 sec): 3 clusters
  Score: Raw -4737854.266052 + Penalty 3490.781105 = -4734363.484947
  nChanged 56
		SP:Iteration 61Q (1694.460000 sec): 3 clusters
  Score: Raw -4737864.770830 + Penalty 3490.781105 = -4734373.989725
  nChanged 39
		SP:Iteration 62Q (1694.560000 sec): 3 clusters
  Score: Raw -4737871.579162 + Penalty 3490.781105 = -4734380.798057
  nChanged 31
		SP:Iteration 63Q (1694.650000 sec): 3 clusters
  Score: Raw -4737877.432418 + Penalty 3490.781105 = -4734386.651312
  nChanged 29
		SP:Iteration 64Q (1694.750000 sec): 3 clusters
  Score: Raw -4737881.963456 + Penalty 3490.781105 = -4734391.182351
  nChanged 34
		SP:Iteration 65Q (1694.850000 sec): 3 clusters
  Score: Raw -4737888.038045 + Penalty 3490.781105 = -4734397.256940
  nChanged 31
		SP:Iteration 66Q (1694.950000 sec): 3 clusters
  Score: Raw -4737893.400756 + Penalty 3490.781105 = -4734402.619651
  nChanged 29
		SP:Iteration 67Q (1695.040000 sec): 3 clusters
  Score: Raw -4737897.704026 + Penalty 3490.781105 = -4734406.922921
  nChanged 18
		SP:Iteration 68Q (1695.140000 sec): 3 clusters
  Score: Raw -4737900.412542 + Penalty 3490.781105 = -4734409.631437
  nChanged 17
		SP:Iteration 69Q (1695.230000 sec): 3 clusters
  Score: Raw -4737902.946520 + Penalty 3490.781105 = -4734412.165414
  nChanged 12
		SP:Iteration 70Q (1695.330000 sec): 3 clusters
  Score: Raw -4737904.946789 + Penalty 3490.781105 = -4734414.165684
  nChanged 10
		SP:Iteration 71Q (1695.420000 sec): 3 clusters
  Score: Raw -4737906.028876 + Penalty 3490.781105 = -4734415.247771
  nChanged 7
		SP:Iteration 72Q (1695.520000 sec): 3 clusters
  Score: Raw -4737906.759534 + Penalty 3490.781105 = -4734415.978429
  nChanged 8
		SP:Iteration 73Q (1695.610000 sec): 3 clusters
  Score: Raw -4737908.060203 + Penalty 3490.781105 = -4734417.279098
  nChanged 5
		SP:Iteration 74Q (1695.710000 sec): 3 clusters
  Score: Raw -4737908.781691 + Penalty 3490.781105 = -4734418.000586
  nChanged 5
		SP:Iteration 75Q (1695.810000 sec): 3 clusters
  Score: Raw -4737909.527000 + Penalty 3490.781105 = -4734418.745895
  nChanged 4
		SP:Iteration 76Q (1695.900000 sec): 3 clusters
  Score: Raw -4737910.232020 + Penalty 3490.781105 = -4734419.450915
  nChanged 3
		SP:Iteration 77Q (1695.990000 sec): 3 clusters
  Score: Raw -4737910.600448 + Penalty 3490.781105 = -4734419.819343
  nChanged 1
		SP:Iteration 78Q (1696.090000 sec): 3 clusters
  Score: Raw -4737910.684156 + Penalty 3490.781105 = -4734419.903051
  nChanged 1
		SP:Iteration 79Q (1696.190000 sec): 3 clusters
  Score: Raw -4737910.779619 + Penalty 3490.781105 = -4734419.998514
  nChanged 1
		SP:Iteration 80F (1696.320000 sec): 3 clusters
  Score: Raw -4737910.877491 + Penalty 3490.781105 = -4734420.096385
  nChanged 3
		SP:Iteration 81Q (1696.410000 sec): 3 clusters
  Score: Raw -4737911.316775 + Penalty 3490.781105 = -4734420.535670
  nChanged 5
		SP:Iteration 82Q (1696.510000 sec): 3 clusters
  Score: Raw -4737911.936638 + Penalty 3490.781105 = -4734421.155533
  nChanged 3
		SP:Iteration 83Q (1696.600000 sec): 3 clusters
  Score: Raw -4737912.298474 + Penalty 3490.781105 = -4734421.517369
  nChanged 2
		SP:Iteration 84Q (1696.690000 sec): 3 clusters
  Score: Raw -4737912.389263 + Penalty 3490.781105 = -4734421.608158
  nChanged 2
		SP:Iteration 85Q (1696.790000 sec): 3 clusters
  Score: Raw -4737912.520005 + Penalty 3490.781105 = -4734421.738900
  nChanged 1
		SP:Iteration 86Q (1696.890000 sec): 3 clusters
  Score: Raw -4737912.640207 + Penalty 3490.781105 = -4734421.859102
  nChanged 1
		SP:Iteration 87Q (1696.990000 sec): 3 clusters
  Score: Raw -4737912.691727 + Penalty 3490.781105 = -4734421.910621
  nChanged 1
		SP:Iteration 88Q (1697.080000 sec): 3 clusters
  Score: Raw -4737912.790029 + Penalty 3490.781105 = -4734422.008923
  nChanged 1
		SP:Iteration 89Q (1697.180000 sec): 3 clusters
  Score: Raw -4737912.874861 + Penalty 3490.781105 = -4734422.093756
  nChanged 0
		SP:Iteration 90F (1697.310000 sec): 3 clusters
  Score: Raw -4737912.874861 + Penalty 3490.781105 = -4734422.093756
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 40 (3077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1697.340000 sec): 2 clusters
  Score: Raw -295519.243319 + Penalty 1305.152936 = -294214.090383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1697.350000 sec): 3 clusters
  Score: Raw -294171.657430 + Penalty 2610.305872 = -291561.351558
  nChanged 1236
		SP:Iteration 1F (1697.360000 sec): 3 clusters
  Score: Raw -295097.399774 + Penalty 2610.305872 = -292487.093902
  nChanged 362
		SP:Iteration 2F (1697.370000 sec): 3 clusters
  Score: Raw -295488.768091 + Penalty 2610.305872 = -292878.462219
  nChanged 302
		SP:Iteration 3F (1697.370000 sec): 3 clusters
  Score: Raw -295923.483368 + Penalty 2610.305872 = -293313.177496
  nChanged 285
		SP:Iteration 4F (1697.380000 sec): 3 clusters
  Score: Raw -296488.001017 + Penalty 2610.305872 = -293877.695145
  nChanged 256
		SP:Iteration 5F (1697.390000 sec): 3 clusters
  Score: Raw -297093.614491 + Penalty 2610.305872 = -294483.308619
  nChanged 180
		SP:Iteration 6F (1697.400000 sec): 3 clusters
  Score: Raw -297351.424672 + Penalty 2610.305872 = -294741.118800
  nChanged 65
		SP:Iteration 7Q (1697.400000 sec): 3 clusters
  Score: Raw -297417.648158 + Penalty 2610.305872 = -294807.342286
  nChanged 25
		SP:Iteration 8Q (1697.410000 sec): 3 clusters
  Score: Raw -297439.987993 + Penalty 2610.305872 = -294829.682121
  nChanged 10
		SP:Iteration 9Q (1697.420000 sec): 3 clusters
  Score: Raw -297447.427520 + Penalty 2610.305872 = -294837.121648
  nChanged 7
		SP:Iteration 10Q (1697.420000 sec): 3 clusters
  Score: Raw -297453.085217 + Penalty 2610.305872 = -294842.779345
  nChanged 2
		SP:Iteration 11Q (1697.430000 sec): 3 clusters
  Score: Raw -297454.476978 + Penalty 2610.305872 = -294844.171106
  nChanged 0
		SP:Iteration 12F (1697.440000 sec): 3 clusters
  Score: Raw -297454.476978 + Penalty 2610.305872 = -294844.171106
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 41 (3693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1697.450000 sec): 2 clusters
  Score: Raw -349712.145672 + Penalty 1334.806592 = -348377.339079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1697.460000 sec): 3 clusters
  Score: Raw -347886.284968 + Penalty 2669.613185 = -345216.671783
  nChanged 1403
		SP:Iteration 1F (1697.470000 sec): 3 clusters
  Score: Raw -348838.387317 + Penalty 2669.613185 = -346168.774132
  nChanged 367
		SP:Iteration 2F (1697.480000 sec): 3 clusters
  Score: Raw -349173.939776 + Penalty 2669.613185 = -346504.326591
  nChanged 274
		SP:Iteration 3F (1697.490000 sec): 3 clusters
  Score: Raw -349426.020212 + Penalty 2669.613185 = -346756.407028
  nChanged 235
		SP:Iteration 4F (1697.500000 sec): 3 clusters
  Score: Raw -349644.059635 + Penalty 2669.613185 = -346974.446450
  nChanged 196
		SP:Iteration 5F (1697.510000 sec): 3 clusters
  Score: Raw -349821.630940 + Penalty 2669.613185 = -347152.017755
  nChanged 150
		SP:Iteration 6Q (1697.520000 sec): 3 clusters
  Score: Raw -349954.717401 + Penalty 2669.613185 = -347285.104216
  nChanged 137
		SP:Iteration 7Q (1697.530000 sec): 3 clusters
  Score: Raw -350052.213450 + Penalty 2669.613185 = -347382.600265
  nChanged 81
		SP:Iteration 8Q (1697.540000 sec): 3 clusters
  Score: Raw -350103.520649 + Penalty 2669.613185 = -347433.907465
  nChanged 60
		SP:Iteration 9Q (1697.550000 sec): 3 clusters
  Score: Raw -350147.549419 + Penalty 2669.613185 = -347477.936235
  nChanged 56
		SP:Iteration 10Q (1697.550000 sec): 3 clusters
  Score: Raw -350181.303594 + Penalty 2669.613185 = -347511.690409
  nChanged 39
		SP:Iteration 11Q (1697.560000 sec): 3 clusters
  Score: Raw -350201.737375 + Penalty 2669.613185 = -347532.124190
  nChanged 18
		SP:Iteration 12Q (1697.570000 sec): 3 clusters
  Score: Raw -350209.410947 + Penalty 2669.613185 = -347539.797762
  nChanged 22
		SP:Iteration 13Q (1697.580000 sec): 3 clusters
  Score: Raw -350221.751608 + Penalty 2669.613185 = -347552.138424
  nChanged 26
		SP:Iteration 14Q (1697.590000 sec): 3 clusters
  Score: Raw -350235.170007 + Penalty 2669.613185 = -347565.556822
  nChanged 26
		SP:Iteration 15Q (1697.600000 sec): 3 clusters
  Score: Raw -350248.948196 + Penalty 2669.613185 = -347579.335011
  nChanged 22
		SP:Iteration 16Q (1697.610000 sec): 3 clusters
  Score: Raw -350264.900211 + Penalty 2669.613185 = -347595.287026
  nChanged 41
		SP:Iteration 17Q (1697.610000 sec): 3 clusters
  Score: Raw -350306.391744 + Penalty 2669.613185 = -347636.778560
  nChanged 50
		SP:Iteration 18Q (1697.620000 sec): 3 clusters
  Score: Raw -350370.480993 + Penalty 2669.613185 = -347700.867808
  nChanged 79
		SP:Iteration 19Q (1697.630000 sec): 3 clusters
  Score: Raw -350479.947910 + Penalty 2669.613185 = -347810.334725
  nChanged 93
		SP:Iteration 20F (1697.640000 sec): 3 clusters
  Score: Raw -350580.377954 + Penalty 2669.613185 = -347910.764769
  nChanged 78
		SP:Iteration 21Q (1697.650000 sec): 3 clusters
  Score: Raw -350662.271207 + Penalty 2669.613185 = -347992.658023
  nChanged 68
		SP:Iteration 22Q (1697.660000 sec): 3 clusters
  Score: Raw -350737.799001 + Penalty 2669.613185 = -348068.185816
  nChanged 50
		SP:Iteration 23Q (1697.670000 sec): 3 clusters
  Score: Raw -350782.324084 + Penalty 2669.613185 = -348112.710899
  nChanged 27
		SP:Iteration 24Q (1697.670000 sec): 3 clusters
  Score: Raw -350799.776019 + Penalty 2669.613185 = -348130.162834
  nChanged 27
		SP:Iteration 25Q (1697.680000 sec): 3 clusters
  Score: Raw -350819.795222 + Penalty 2669.613185 = -348150.182037
  nChanged 20
		SP:Iteration 26Q (1697.690000 sec): 3 clusters
  Score: Raw -350843.676976 + Penalty 2669.613185 = -348174.063791
  nChanged 17
		SP:Iteration 27Q (1697.700000 sec): 3 clusters
  Score: Raw -350862.023481 + Penalty 2669.613185 = -348192.410296
  nChanged 14
		SP:Iteration 28Q (1697.710000 sec): 3 clusters
  Score: Raw -350876.485256 + Penalty 2669.613185 = -348206.872071
  nChanged 19
		SP:Iteration 29Q (1697.710000 sec): 3 clusters
  Score: Raw -350891.015864 + Penalty 2669.613185 = -348221.402679
  nChanged 15
		SP:Iteration 30Q (1697.720000 sec): 3 clusters
  Score: Raw -350899.881025 + Penalty 2669.613185 = -348230.267840
  nChanged 13
		SP:Iteration 31Q (1697.730000 sec): 3 clusters
  Score: Raw -350906.661273 + Penalty 2669.613185 = -348237.048088
  nChanged 6
		SP:Iteration 32Q (1697.740000 sec): 3 clusters
  Score: Raw -350909.191704 + Penalty 2669.613185 = -348239.578520
  nChanged 5
		SP:Iteration 33Q (1697.750000 sec): 3 clusters
  Score: Raw -350911.039269 + Penalty 2669.613185 = -348241.426084
  nChanged 1
		SP:Iteration 34Q (1697.750000 sec): 3 clusters
  Score: Raw -350911.330941 + Penalty 2669.613185 = -348241.717757
  nChanged 1
		SP:Iteration 35Q (1697.760000 sec): 3 clusters
  Score: Raw -350911.511483 + Penalty 2669.613185 = -348241.898298
  nChanged 0
		SP:Iteration 36F (1697.770000 sec): 3 clusters
  Score: Raw -350911.511483 + Penalty 2669.613185 = -348241.898298
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 42 (2532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1697.780000 sec): 2 clusters
  Score: Raw -241950.242946 + Penalty 1273.474277 = -240676.768668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1697.790000 sec): 3 clusters
  Score: Raw -240835.523762 + Penalty 2546.948555 = -238288.575208
  nChanged 926
		SP:Iteration 1F (1697.800000 sec): 3 clusters
  Score: Raw -241413.827248 + Penalty 2546.948555 = -238866.878693
  nChanged 208
		SP:Iteration 2F (1697.800000 sec): 3 clusters
  Score: Raw -241575.318342 + Penalty 2546.948555 = -239028.369787
  nChanged 152
		SP:Iteration 3F (1697.810000 sec): 3 clusters
  Score: Raw -241725.204962 + Penalty 2546.948555 = -239178.256407
  nChanged 128
		SP:Iteration 4F (1697.820000 sec): 3 clusters
  Score: Raw -241854.277652 + Penalty 2546.948555 = -239307.329097
  nChanged 111
		SP:Iteration 5Q (1697.820000 sec): 3 clusters
  Score: Raw -241989.586518 + Penalty 2546.948555 = -239442.637964
  nChanged 108
		SP:Iteration 6Q (1697.830000 sec): 3 clusters
  Score: Raw -242101.199590 + Penalty 2546.948555 = -239554.251035
  nChanged 91
		SP:Iteration 7Q (1697.830000 sec): 3 clusters
  Score: Raw -242197.768816 + Penalty 2546.948555 = -239650.820261
  nChanged 95
		SP:Iteration 8Q (1697.840000 sec): 3 clusters
  Score: Raw -242308.342421 + Penalty 2546.948555 = -239761.393866
  nChanged 91
		SP:Iteration 9Q (1697.850000 sec): 3 clusters
  Score: Raw -242398.787512 + Penalty 2546.948555 = -239851.838957
  nChanged 70
		SP:Iteration 10Q (1697.850000 sec): 3 clusters
  Score: Raw -242455.090690 + Penalty 2546.948555 = -239908.142135
  nChanged 47
		SP:Iteration 11Q (1697.860000 sec): 3 clusters
  Score: Raw -242510.412090 + Penalty 2546.948555 = -239963.463535
  nChanged 53
		SP:Iteration 12Q (1697.870000 sec): 3 clusters
  Score: Raw -242555.558885 + Penalty 2546.948555 = -240008.610331
  nChanged 43
		SP:Iteration 13Q (1697.870000 sec): 3 clusters
  Score: Raw -242582.624187 + Penalty 2546.948555 = -240035.675633
  nChanged 25
		SP:Iteration 14Q (1697.880000 sec): 3 clusters
  Score: Raw -242596.540152 + Penalty 2546.948555 = -240049.591597
  nChanged 24
		SP:Iteration 15Q (1697.880000 sec): 3 clusters
  Score: Raw -242612.310506 + Penalty 2546.948555 = -240065.361952
  nChanged 20
		SP:Iteration 16Q (1697.890000 sec): 3 clusters
  Score: Raw -242621.753230 + Penalty 2546.948555 = -240074.804676
  nChanged 13
		SP:Iteration 17Q (1697.890000 sec): 3 clusters
  Score: Raw -242627.812262 + Penalty 2546.948555 = -240080.863707
  nChanged 11
		SP:Iteration 18Q (1697.900000 sec): 3 clusters
  Score: Raw -242632.373411 + Penalty 2546.948555 = -240085.424856
  nChanged 11
		SP:Iteration 19Q (1697.910000 sec): 3 clusters
  Score: Raw -242637.284141 + Penalty 2546.948555 = -240090.335587
  nChanged 8
		SP:Iteration 20F (1697.920000 sec): 3 clusters
  Score: Raw -242640.633359 + Penalty 2546.948555 = -240093.684805
  nChanged 7
		SP:Iteration 21Q (1697.920000 sec): 3 clusters
  Score: Raw -242643.458403 + Penalty 2546.948555 = -240096.509848
  nChanged 6
		SP:Iteration 22Q (1697.930000 sec): 3 clusters
  Score: Raw -242646.615798 + Penalty 2546.948555 = -240099.667244
  nChanged 9
		SP:Iteration 23Q (1697.940000 sec): 3 clusters
  Score: Raw -242651.042559 + Penalty 2546.948555 = -240104.094004
  nChanged 6
		SP:Iteration 24Q (1697.940000 sec): 3 clusters
  Score: Raw -242653.266815 + Penalty 2546.948555 = -240106.318260
  nChanged 3
		SP:Iteration 25Q (1697.950000 sec): 3 clusters
  Score: Raw -242654.091856 + Penalty 2546.948555 = -240107.143302
  nChanged 2
		SP:Iteration 26Q (1697.950000 sec): 3 clusters
  Score: Raw -242654.601836 + Penalty 2546.948555 = -240107.653281
  nChanged 1
		SP:Iteration 27Q (1697.960000 sec): 3 clusters
  Score: Raw -242654.914186 + Penalty 2546.948555 = -240107.965631
  nChanged 0
		SP:Iteration 28F (1697.960000 sec): 3 clusters
  Score: Raw -242654.914186 + Penalty 2546.948555 = -240107.965631
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 43 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1697.980000 sec): 2 clusters
  Score: Raw -209833.998513 + Penalty 1250.264815 = -208583.733697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1697.980000 sec): 3 clusters
  Score: Raw -208859.745449 + Penalty 2500.529631 = -206359.215819
  nChanged 793
		SP:Iteration 1F (1697.990000 sec): 3 clusters
  Score: Raw -209381.321841 + Penalty 2500.529631 = -206880.792210
  nChanged 199
		SP:Iteration 2F (1697.990000 sec): 3 clusters
  Score: Raw -209536.333984 + Penalty 2500.529631 = -207035.804353
  nChanged 127
		SP:Iteration 3F (1698.000000 sec): 3 clusters
  Score: Raw -209640.404604 + Penalty 2500.529631 = -207139.874973
  nChanged 101
		SP:Iteration 4Q (1698.000000 sec): 3 clusters
  Score: Raw -209735.588831 + Penalty 2500.529631 = -207235.059200
  nChanged 96
		SP:Iteration 5Q (1698.010000 sec): 3 clusters
  Score: Raw -209819.209824 + Penalty 2500.529631 = -207318.680193
  nChanged 92
		SP:Iteration 6Q (1698.020000 sec): 3 clusters
  Score: Raw -209892.701440 + Penalty 2500.529631 = -207392.171809
  nChanged 73
		SP:Iteration 7Q (1698.020000 sec): 3 clusters
  Score: Raw -209942.263797 + Penalty 2500.529631 = -207441.734166
  nChanged 62
		SP:Iteration 8Q (1698.030000 sec): 3 clusters
  Score: Raw -209984.943888 + Penalty 2500.529631 = -207484.414257
  nChanged 50
		SP:Iteration 9Q (1698.030000 sec): 3 clusters
  Score: Raw -210014.262987 + Penalty 2500.529631 = -207513.733356
  nChanged 37
		SP:Iteration 10Q (1698.040000 sec): 3 clusters
  Score: Raw -210040.696349 + Penalty 2500.529631 = -207540.166718
  nChanged 32
		SP:Iteration 11Q (1698.040000 sec): 3 clusters
  Score: Raw -210057.682137 + Penalty 2500.529631 = -207557.152506
  nChanged 27
		SP:Iteration 12Q (1698.050000 sec): 3 clusters
  Score: Raw -210070.061796 + Penalty 2500.529631 = -207569.532165
  nChanged 19
		SP:Iteration 13Q (1698.050000 sec): 3 clusters
  Score: Raw -210082.171831 + Penalty 2500.529631 = -207581.642200
  nChanged 13
		SP:Iteration 14Q (1698.060000 sec): 3 clusters
  Score: Raw -210089.243784 + Penalty 2500.529631 = -207588.714153
  nChanged 13
		SP:Iteration 15Q (1698.060000 sec): 3 clusters
  Score: Raw -210097.218376 + Penalty 2500.529631 = -207596.688745
  nChanged 12
		SP:Iteration 16Q (1698.070000 sec): 3 clusters
  Score: Raw -210102.227462 + Penalty 2500.529631 = -207601.697831
  nChanged 5
		SP:Iteration 17Q (1698.080000 sec): 3 clusters
  Score: Raw -210105.120265 + Penalty 2500.529631 = -207604.590635
  nChanged 6
		SP:Iteration 18Q (1698.080000 sec): 3 clusters
  Score: Raw -210107.461288 + Penalty 2500.529631 = -207606.931658
  nChanged 6
		SP:Iteration 19Q (1698.090000 sec): 3 clusters
  Score: Raw -210109.279282 + Penalty 2500.529631 = -207608.749651
  nChanged 0
		SP:Iteration 20F (1698.090000 sec): 3 clusters
  Score: Raw -210109.279282 + Penalty 2500.529631 = -207608.749651
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 44 (1347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1698.100000 sec): 2 clusters
  Score: Raw -134726.448119 + Penalty 1170.915716 = -133555.532403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1698.100000 sec): 3 clusters
  Score: Raw -134232.935769 + Penalty 2341.831432 = -131891.104336
  nChanged 422
		SP:Iteration 1F (1698.110000 sec): 3 clusters
  Score: Raw -134530.554197 + Penalty 2341.831432 = -132188.722765
  nChanged 108
		SP:Iteration 2F (1698.110000 sec): 3 clusters
  Score: Raw -134627.726420 + Penalty 2341.831432 = -132285.894988
  nChanged 71
		SP:Iteration 3F (1698.120000 sec): 3 clusters
  Score: Raw -134700.869049 + Penalty 2341.831432 = -132359.037617
  nChanged 46
		SP:Iteration 4Q (1698.120000 sec): 3 clusters
  Score: Raw -134758.524271 + Penalty 2341.831432 = -132416.692839
  nChanged 59
		SP:Iteration 5Q (1698.120000 sec): 3 clusters
  Score: Raw -134825.399398 + Penalty 2341.831432 = -132483.567966
  nChanged 59
		SP:Iteration 6Q (1698.120000 sec): 3 clusters
  Score: Raw -134895.411001 + Penalty 2341.831432 = -132553.579569
  nChanged 66
		SP:Iteration 7Q (1698.130000 sec): 3 clusters
  Score: Raw -134998.199529 + Penalty 2341.831432 = -132656.368096
  nChanged 65
		SP:Iteration 8Q (1698.130000 sec): 3 clusters
  Score: Raw -135088.772680 + Penalty 2341.831432 = -132746.941247
  nChanged 40
		SP:Iteration 9Q (1698.140000 sec): 3 clusters
  Score: Raw -135134.225370 + Penalty 2341.831432 = -132792.393937
  nChanged 30
		SP:Iteration 10Q (1698.140000 sec): 3 clusters
  Score: Raw -135166.794152 + Penalty 2341.831432 = -132824.962719
  nChanged 22
		SP:Iteration 11Q (1698.140000 sec): 3 clusters
  Score: Raw -135193.190729 + Penalty 2341.831432 = -132851.359297
  nChanged 18
		SP:Iteration 12Q (1698.140000 sec): 3 clusters
  Score: Raw -135211.561187 + Penalty 2341.831432 = -132869.729755
  nChanged 18
		SP:Iteration 13Q (1698.150000 sec): 3 clusters
  Score: Raw -135225.260764 + Penalty 2341.831432 = -132883.429332
  nChanged 11
		SP:Iteration 14Q (1698.150000 sec): 3 clusters
  Score: Raw -135232.402360 + Penalty 2341.831432 = -132890.570927
  nChanged 6
		SP:Iteration 15Q (1698.160000 sec): 3 clusters
  Score: Raw -135236.175906 + Penalty 2341.831432 = -132894.344473
  nChanged 1
		SP:Iteration 16Q (1698.160000 sec): 3 clusters
  Score: Raw -135236.863798 + Penalty 2341.831432 = -132895.032366
  nChanged 0
		SP:Iteration 17F (1698.160000 sec): 3 clusters
  Score: Raw -135236.863798 + Penalty 2341.831432 = -132895.032366
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 45 (9060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1698.200000 sec): 2 clusters
  Score: Raw -867320.658245 + Penalty 1480.638965 = -865840.019280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1698.220000 sec): 3 clusters
  Score: Raw -862230.302080 + Penalty 2961.277930 = -859269.024150
  nChanged 3892
		SP:Iteration 1F (1698.240000 sec): 3 clusters
  Score: Raw -864596.687029 + Penalty 2961.277930 = -861635.409099
  nChanged 680
		SP:Iteration 2F (1698.270000 sec): 3 clusters
  Score: Raw -864950.538247 + Penalty 2961.277930 = -861989.260317
  nChanged 544
		SP:Iteration 3F (1698.290000 sec): 3 clusters
  Score: Raw -865236.976399 + Penalty 2961.277930 = -862275.698470
  nChanged 482
		SP:Iteration 4F (1698.320000 sec): 3 clusters
  Score: Raw -865506.093371 + Penalty 2961.277930 = -862544.815441
  nChanged 470
		SP:Iteration 5F (1698.340000 sec): 3 clusters
  Score: Raw -865777.260672 + Penalty 2961.277930 = -862815.982742
  nChanged 443
		SP:Iteration 6Q (1698.360000 sec): 3 clusters
  Score: Raw -866066.410615 + Penalty 2961.277930 = -863105.132685
  nChanged 459
		SP:Iteration 7F (1698.390000 sec): 3 clusters
  Score: Raw -866397.095967 + Penalty 2961.277930 = -863435.818037
  nChanged 443
		SP:Iteration 8Q (1698.410000 sec): 3 clusters
  Score: Raw -866732.426153 + Penalty 2961.277930 = -863771.148223
  nChanged 390
		SP:Iteration 9Q (1698.430000 sec): 3 clusters
  Score: Raw -867021.910440 + Penalty 2961.277930 = -864060.632511
  nChanged 368
		SP:Iteration 10Q (1698.460000 sec): 3 clusters
  Score: Raw -867323.296257 + Penalty 2961.277930 = -864362.018327
  nChanged 303
		SP:Iteration 11Q (1698.480000 sec): 3 clusters
  Score: Raw -867628.373726 + Penalty 2961.277930 = -864667.095796
  nChanged 267
		SP:Iteration 12Q (1698.500000 sec): 3 clusters
  Score: Raw -867996.468525 + Penalty 2961.277930 = -865035.190595
  nChanged 271
		SP:Iteration 13Q (1698.520000 sec): 3 clusters
  Score: Raw -868472.923008 + Penalty 2961.277930 = -865511.645078
  nChanged 255
		SP:Iteration 14Q (1698.540000 sec): 3 clusters
  Score: Raw -868848.706827 + Penalty 2961.277930 = -865887.428898
  nChanged 205
		SP:Iteration 15Q (1698.560000 sec): 3 clusters
  Score: Raw -869052.050918 + Penalty 2961.277930 = -866090.772988
  nChanged 174
		SP:Iteration 16Q (1698.580000 sec): 3 clusters
  Score: Raw -869211.731784 + Penalty 2961.277930 = -866250.453855
  nChanged 155
		SP:Iteration 17Q (1698.600000 sec): 3 clusters
  Score: Raw -869351.130070 + Penalty 2961.277930 = -866389.852140
  nChanged 150
		SP:Iteration 18Q (1698.620000 sec): 3 clusters
  Score: Raw -869482.149705 + Penalty 2961.277930 = -866520.871775
  nChanged 129
		SP:Iteration 19Q (1698.640000 sec): 3 clusters
  Score: Raw -869581.835522 + Penalty 2961.277930 = -866620.557592
  nChanged 105
		SP:Iteration 20F (1698.660000 sec): 3 clusters
  Score: Raw -869635.270071 + Penalty 2961.277930 = -866673.992141
  nChanged 54
		SP:Iteration 21Q (1698.680000 sec): 3 clusters
  Score: Raw -869656.343911 + Penalty 2961.277930 = -866695.065981
  nChanged 47
		SP:Iteration 22Q (1698.700000 sec): 3 clusters
  Score: Raw -869671.334182 + Penalty 2961.277930 = -866710.056252
  nChanged 28
		SP:Iteration 23Q (1698.720000 sec): 3 clusters
  Score: Raw -869679.059551 + Penalty 2961.277930 = -866717.781622
  nChanged 18
		SP:Iteration 24Q (1698.740000 sec): 3 clusters
  Score: Raw -869682.881660 + Penalty 2961.277930 = -866721.603730
  nChanged 14
		SP:Iteration 25Q (1698.760000 sec): 3 clusters
  Score: Raw -869686.298579 + Penalty 2961.277930 = -866725.020650
  nChanged 7
		SP:Iteration 26Q (1698.780000 sec): 3 clusters
  Score: Raw -869687.574698 + Penalty 2961.277930 = -866726.296768
  nChanged 7
		SP:Iteration 27Q (1698.800000 sec): 3 clusters
  Score: Raw -869688.998381 + Penalty 2961.277930 = -866727.720451
  nChanged 2
		SP:Iteration 28Q (1698.820000 sec): 3 clusters
  Score: Raw -869689.257967 + Penalty 2961.277930 = -866727.980037
  nChanged 2
		SP:Iteration 29Q (1698.840000 sec): 3 clusters
  Score: Raw -869689.417023 + Penalty 2961.277930 = -866728.139093
  nChanged 0
		SP:Iteration 30F (1698.860000 sec): 3 clusters
  Score: Raw -869689.417023 + Penalty 2961.277930 = -866728.139093
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 46 (6869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1698.890000 sec): 2 clusters
  Score: Raw -630428.778554 + Penalty 1435.650745 = -628993.127810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1698.900000 sec): 3 clusters
  Score: Raw -626789.646327 + Penalty 2871.301490 = -623918.344838
  nChanged 2810
		SP:Iteration 1F (1698.920000 sec): 3 clusters
  Score: Raw -628572.964043 + Penalty 2871.301490 = -625701.662554
  nChanged 612
		SP:Iteration 2F (1698.940000 sec): 3 clusters
  Score: Raw -629139.645291 + Penalty 2871.301490 = -626268.343801
  nChanged 632
		SP:Iteration 3F (1698.960000 sec): 3 clusters
  Score: Raw -629683.607646 + Penalty 2871.301490 = -626812.306156
  nChanged 520
		SP:Iteration 4F (1698.980000 sec): 3 clusters
  Score: Raw -630117.945905 + Penalty 2871.301490 = -627246.644415
  nChanged 395
		SP:Iteration 5F (1698.990000 sec): 3 clusters
  Score: Raw -630406.539548 + Penalty 2871.301490 = -627535.238059
  nChanged 306
		SP:Iteration 6Q (1699.010000 sec): 3 clusters
  Score: Raw -630581.259872 + Penalty 2871.301490 = -627709.958382
  nChanged 201
		SP:Iteration 7Q (1699.030000 sec): 3 clusters
  Score: Raw -630692.090273 + Penalty 2871.301490 = -627820.788784
  nChanged 148
		SP:Iteration 8Q (1699.050000 sec): 3 clusters
  Score: Raw -630763.573749 + Penalty 2871.301490 = -627892.272260
  nChanged 115
		SP:Iteration 9Q (1699.060000 sec): 3 clusters
  Score: Raw -630805.026699 + Penalty 2871.301490 = -627933.725210
  nChanged 75
		SP:Iteration 10Q (1699.080000 sec): 3 clusters
  Score: Raw -630830.557544 + Penalty 2871.301490 = -627959.256054
  nChanged 54
		SP:Iteration 11Q (1699.100000 sec): 3 clusters
  Score: Raw -630846.141306 + Penalty 2871.301490 = -627974.839817
  nChanged 41
		SP:Iteration 12Q (1699.120000 sec): 3 clusters
  Score: Raw -630860.429967 + Penalty 2871.301490 = -627989.128477
  nChanged 35
		SP:Iteration 13Q (1699.130000 sec): 3 clusters
  Score: Raw -630871.200876 + Penalty 2871.301490 = -627999.899386
  nChanged 33
		SP:Iteration 14Q (1699.150000 sec): 3 clusters
  Score: Raw -630881.024492 + Penalty 2871.301490 = -628009.723002
  nChanged 34
		SP:Iteration 15Q (1699.170000 sec): 3 clusters
  Score: Raw -630890.576790 + Penalty 2871.301490 = -628019.275300
  nChanged 32
		SP:Iteration 16Q (1699.180000 sec): 3 clusters
  Score: Raw -630899.123383 + Penalty 2871.301490 = -628027.821894
  nChanged 24
		SP:Iteration 17Q (1699.200000 sec): 3 clusters
  Score: Raw -630904.378714 + Penalty 2871.301490 = -628033.077225
  nChanged 19
		SP:Iteration 18Q (1699.220000 sec): 3 clusters
  Score: Raw -630909.829453 + Penalty 2871.301490 = -628038.527963
  nChanged 19
		SP:Iteration 19Q (1699.240000 sec): 3 clusters
  Score: Raw -630913.156755 + Penalty 2871.301490 = -628041.855265
  nChanged 11
		SP:Iteration 20F (1699.260000 sec): 3 clusters
  Score: Raw -630914.857650 + Penalty 2871.301490 = -628043.556160
  nChanged 5
		SP:Iteration 21Q (1699.270000 sec): 3 clusters
  Score: Raw -630916.286594 + Penalty 2871.301490 = -628044.985104
  nChanged 9
		SP:Iteration 22Q (1699.290000 sec): 3 clusters
  Score: Raw -630918.472599 + Penalty 2871.301490 = -628047.171109
  nChanged 11
		SP:Iteration 23Q (1699.310000 sec): 3 clusters
  Score: Raw -630920.787251 + Penalty 2871.301490 = -628049.485762
  nChanged 7
		SP:Iteration 24Q (1699.320000 sec): 3 clusters
  Score: Raw -630922.208156 + Penalty 2871.301490 = -628050.906667
  nChanged 4
		SP:Iteration 25Q (1699.340000 sec): 3 clusters
  Score: Raw -630923.000794 + Penalty 2871.301490 = -628051.699305
  nChanged 2
		SP:Iteration 26Q (1699.360000 sec): 3 clusters
  Score: Raw -630923.431768 + Penalty 2871.301490 = -628052.130278
  nChanged 1
		SP:Iteration 27Q (1699.380000 sec): 3 clusters
  Score: Raw -630923.554940 + Penalty 2871.301490 = -628052.253450
  nChanged 2
		SP:Iteration 28Q (1699.400000 sec): 3 clusters
  Score: Raw -630923.865442 + Penalty 2871.301490 = -628052.563952
  nChanged 2
		SP:Iteration 29Q (1699.410000 sec): 3 clusters
  Score: Raw -630924.014600 + Penalty 2871.301490 = -628052.713110
  nChanged 1
		SP:Iteration 30Q (1699.430000 sec): 3 clusters
  Score: Raw -630924.475294 + Penalty 2871.301490 = -628053.173804
  nChanged 5
		SP:Iteration 31Q (1699.450000 sec): 3 clusters
  Score: Raw -630925.040371 + Penalty 2871.301490 = -628053.738881
  nChanged 3
		SP:Iteration 32Q (1699.460000 sec): 3 clusters
  Score: Raw -630925.387014 + Penalty 2871.301490 = -628054.085525
  nChanged 2
		SP:Iteration 33Q (1699.480000 sec): 3 clusters
  Score: Raw -630925.561432 + Penalty 2871.301490 = -628054.259942
  nChanged 1
		SP:Iteration 34Q (1699.500000 sec): 3 clusters
  Score: Raw -630925.650632 + Penalty 2871.301490 = -628054.349143
  nChanged 1
		SP:Iteration 35Q (1699.510000 sec): 3 clusters
  Score: Raw -630925.697414 + Penalty 2871.301490 = -628054.395924
  nChanged 0
		SP:Iteration 36F (1699.530000 sec): 3 clusters
  Score: Raw -630925.697414 + Penalty 2871.301490 = -628054.395924
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1699.540000 sec): 2 clusters
  Score: Raw -54930.901399 + Penalty 1023.877692 = -53907.023707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1699.540000 sec): 3 clusters
  Score: Raw -54839.300591 + Penalty 2047.755383 = -52791.545208
  nChanged 127
		SP:Iteration 1F (1699.540000 sec): 3 clusters
  Score: Raw -54999.808141 + Penalty 2047.755383 = -52952.052758
  nChanged 33
		SP:Iteration 2F (1699.540000 sec): 3 clusters
  Score: Raw -55045.496582 + Penalty 2047.755383 = -52997.741199
  nChanged 15
		SP:Iteration 3Q (1699.540000 sec): 3 clusters
  Score: Raw -55066.377223 + Penalty 2047.755383 = -53018.621840
  nChanged 5
		SP:Iteration 4Q (1699.550000 sec): 3 clusters
  Score: Raw -55073.010543 + Penalty 2047.755383 = -53025.255159
  nChanged 4
		SP:Iteration 5Q (1699.550000 sec): 3 clusters
  Score: Raw -55079.716098 + Penalty 2047.755383 = -53031.960715
  nChanged 2
		SP:Iteration 6Q (1699.550000 sec): 3 clusters
  Score: Raw -55082.741363 + Penalty 2047.755383 = -53034.985980
  nChanged 2
		SP:Iteration 7Q (1699.550000 sec): 3 clusters
  Score: Raw -55085.876746 + Penalty 2047.755383 = -53038.121362
  nChanged 1
		SP:Iteration 8Q (1699.550000 sec): 3 clusters
  Score: Raw -55086.077625 + Penalty 2047.755383 = -53038.322241
  nChanged 0
		SP:Iteration 9F (1699.550000 sec): 3 clusters
  Score: Raw -55086.077625 + Penalty 2047.755383 = -53038.322241
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 48 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1699.560000 sec): 2 clusters
  Score: Raw -127569.985628 + Penalty 1180.632330 = -126389.353298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1699.560000 sec): 3 clusters
  Score: Raw -127024.174672 + Penalty 2361.264660 = -124662.910012
  nChanged 481
		SP:Iteration 1F (1699.570000 sec): 3 clusters
  Score: Raw -127484.445985 + Penalty 2361.264660 = -125123.181325
  nChanged 137
		SP:Iteration 2F (1699.570000 sec): 3 clusters
  Score: Raw -127678.568684 + Penalty 2361.264660 = -125317.304024
  nChanged 88
		SP:Iteration 3F (1699.580000 sec): 3 clusters
  Score: Raw -127814.433762 + Penalty 2361.264660 = -125453.169102
  nChanged 75
		SP:Iteration 4F (1699.580000 sec): 3 clusters
  Score: Raw -127889.662672 + Penalty 2361.264660 = -125528.398012
  nChanged 44
		SP:Iteration 5Q (1699.580000 sec): 3 clusters
  Score: Raw -127925.237810 + Penalty 2361.264660 = -125563.973150
  nChanged 36
		SP:Iteration 6Q (1699.580000 sec): 3 clusters
  Score: Raw -127953.115841 + Penalty 2361.264660 = -125591.851181
  nChanged 17
		SP:Iteration 7Q (1699.590000 sec): 3 clusters
  Score: Raw -127968.653652 + Penalty 2361.264660 = -125607.388992
  nChanged 16
		SP:Iteration 8Q (1699.590000 sec): 3 clusters
  Score: Raw -127980.123869 + Penalty 2361.264660 = -125618.859209
  nChanged 9
		SP:Iteration 9Q (1699.600000 sec): 3 clusters
  Score: Raw -127985.057839 + Penalty 2361.264660 = -125623.793179
  nChanged 6
		SP:Iteration 10Q (1699.600000 sec): 3 clusters
  Score: Raw -127987.863362 + Penalty 2361.264660 = -125626.598702
  nChanged 8
		SP:Iteration 11Q (1699.600000 sec): 3 clusters
  Score: Raw -127992.236522 + Penalty 2361.264660 = -125630.971862
  nChanged 4
		SP:Iteration 12Q (1699.600000 sec): 3 clusters
  Score: Raw -127993.948393 + Penalty 2361.264660 = -125632.683733
  nChanged 5
		SP:Iteration 13Q (1699.610000 sec): 3 clusters
  Score: Raw -127996.991949 + Penalty 2361.264660 = -125635.727289
  nChanged 5
		SP:Iteration 14Q (1699.610000 sec): 3 clusters
  Score: Raw -127999.900008 + Penalty 2361.264660 = -125638.635348
  nChanged 4
		SP:Iteration 15Q (1699.620000 sec): 3 clusters
  Score: Raw -128001.990357 + Penalty 2361.264660 = -125640.725697
  nChanged 4
		SP:Iteration 16Q (1699.620000 sec): 3 clusters
  Score: Raw -128003.757965 + Penalty 2361.264660 = -125642.493305
  nChanged 2
		SP:Iteration 17Q (1699.620000 sec): 3 clusters
  Score: Raw -128004.440408 + Penalty 2361.264660 = -125643.175748
  nChanged 1
		SP:Iteration 18Q (1699.630000 sec): 3 clusters
  Score: Raw -128004.732859 + Penalty 2361.264660 = -125643.468199
  nChanged 0
		SP:Iteration 19F (1699.630000 sec): 3 clusters
  Score: Raw -128004.732859 + Penalty 2361.264660 = -125643.468199
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 49 (10543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1699.660000 sec): 2 clusters
  Score: Raw -1060657.297515 + Penalty 1505.272829 = -1059152.024685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1699.690000 sec): 3 clusters
  Score: Raw -1054599.891328 + Penalty 3010.545659 = -1051589.345669
  nChanged 4531
		SP:Iteration 1F (1699.720000 sec): 3 clusters
  Score: Raw -1056995.540930 + Penalty 3010.545659 = -1053984.995272
  nChanged 696
		SP:Iteration 2F (1699.750000 sec): 3 clusters
  Score: Raw -1057359.283044 + Penalty 3010.545659 = -1054348.737386
  nChanged 646
		SP:Iteration 3F (1699.780000 sec): 3 clusters
  Score: Raw -1057686.364559 + Penalty 3010.545659 = -1054675.818901
  nChanged 575
		SP:Iteration 4F (1699.800000 sec): 3 clusters
  Score: Raw -1057973.463123 + Penalty 3010.545659 = -1054962.917464
  nChanged 540
		SP:Iteration 5F (1699.830000 sec): 3 clusters
  Score: Raw -1058252.840648 + Penalty 3010.545659 = -1055242.294990
  nChanged 516
		SP:Iteration 6Q (1699.860000 sec): 3 clusters
  Score: Raw -1058521.510743 + Penalty 3010.545659 = -1055510.965084
  nChanged 489
		SP:Iteration 7Q (1699.880000 sec): 3 clusters
  Score: Raw -1058818.191933 + Penalty 3010.545659 = -1055807.646274
  nChanged 491
		SP:Iteration 8Q (1699.910000 sec): 3 clusters
  Score: Raw -1059182.390021 + Penalty 3010.545659 = -1056171.844362
  nChanged 501
		SP:Iteration 9Q (1699.940000 sec): 3 clusters
  Score: Raw -1059579.449721 + Penalty 3010.545659 = -1056568.904062
  nChanged 478
		SP:Iteration 10Q (1699.970000 sec): 3 clusters
  Score: Raw -1059926.185229 + Penalty 3010.545659 = -1056915.639570
  nChanged 398
		SP:Iteration 11Q (1700.000000 sec): 3 clusters
  Score: Raw -1060208.386012 + Penalty 3010.545659 = -1057197.840353
  nChanged 360
		SP:Iteration 12Q (1700.020000 sec): 3 clusters
  Score: Raw -1060459.025720 + Penalty 3010.545659 = -1057448.480061
  nChanged 306
		SP:Iteration 13Q (1700.050000 sec): 3 clusters
  Score: Raw -1060641.969760 + Penalty 3010.545659 = -1057631.424101
  nChanged 243
		SP:Iteration 14Q (1700.070000 sec): 3 clusters
  Score: Raw -1060796.266764 + Penalty 3010.545659 = -1057785.721105
  nChanged 212
		SP:Iteration 15Q (1700.100000 sec): 3 clusters
  Score: Raw -1060932.974039 + Penalty 3010.545659 = -1057922.428380
  nChanged 194
		SP:Iteration 16Q (1700.120000 sec): 3 clusters
  Score: Raw -1061048.566019 + Penalty 3010.545659 = -1058038.020361
  nChanged 164
		SP:Iteration 17Q (1700.150000 sec): 3 clusters
  Score: Raw -1061135.169481 + Penalty 3010.545659 = -1058124.623822
  nChanged 142
		SP:Iteration 18Q (1700.170000 sec): 3 clusters
  Score: Raw -1061208.461275 + Penalty 3010.545659 = -1058197.915616
  nChanged 155
		SP:Iteration 19Q (1700.200000 sec): 3 clusters
  Score: Raw -1061279.608770 + Penalty 3010.545659 = -1058269.063111
  nChanged 117
		SP:Iteration 20F (1700.220000 sec): 3 clusters
  Score: Raw -1061325.072083 + Penalty 3010.545659 = -1058314.526424
  nChanged 117
		SP:Iteration 21Q (1700.250000 sec): 3 clusters
  Score: Raw -1061365.874605 + Penalty 3010.545659 = -1058355.328946
  nChanged 95
		SP:Iteration 22Q (1700.270000 sec): 3 clusters
  Score: Raw -1061396.041805 + Penalty 3010.545659 = -1058385.496146
  nChanged 75
		SP:Iteration 23Q (1700.300000 sec): 3 clusters
  Score: Raw -1061417.834604 + Penalty 3010.545659 = -1058407.288946
  nChanged 78
		SP:Iteration 24Q (1700.320000 sec): 3 clusters
  Score: Raw -1061443.861466 + Penalty 3010.545659 = -1058433.315807
  nChanged 72
		SP:Iteration 25Q (1700.340000 sec): 3 clusters
  Score: Raw -1061466.173095 + Penalty 3010.545659 = -1058455.627436
  nChanged 62
		SP:Iteration 26Q (1700.370000 sec): 3 clusters
  Score: Raw -1061486.482880 + Penalty 3010.545659 = -1058475.937221
  nChanged 51
		SP:Iteration 27Q (1700.390000 sec): 3 clusters
  Score: Raw -1061502.997304 + Penalty 3010.545659 = -1058492.451645
  nChanged 48
		SP:Iteration 28Q (1700.410000 sec): 3 clusters
  Score: Raw -1061514.611338 + Penalty 3010.545659 = -1058504.065680
  nChanged 35
		SP:Iteration 29Q (1700.440000 sec): 3 clusters
  Score: Raw -1061521.644131 + Penalty 3010.545659 = -1058511.098472
  nChanged 26
		SP:Iteration 30Q (1700.460000 sec): 3 clusters
  Score: Raw -1061527.266874 + Penalty 3010.545659 = -1058516.721215
  nChanged 29
		SP:Iteration 31Q (1700.480000 sec): 3 clusters
  Score: Raw -1061534.496748 + Penalty 3010.545659 = -1058523.951089
  nChanged 32
		SP:Iteration 32Q (1700.510000 sec): 3 clusters
  Score: Raw -1061541.819356 + Penalty 3010.545659 = -1058531.273697
  nChanged 22
		SP:Iteration 33Q (1700.530000 sec): 3 clusters
  Score: Raw -1061546.595896 + Penalty 3010.545659 = -1058536.050237
  nChanged 19
		SP:Iteration 34Q (1700.550000 sec): 3 clusters
  Score: Raw -1061553.751152 + Penalty 3010.545659 = -1058543.205493
  nChanged 25
		SP:Iteration 35Q (1700.580000 sec): 3 clusters
  Score: Raw -1061562.485497 + Penalty 3010.545659 = -1058551.939838
  nChanged 27
		SP:Iteration 36Q (1700.600000 sec): 3 clusters
  Score: Raw -1061571.365586 + Penalty 3010.545659 = -1058560.819927
  nChanged 29
		SP:Iteration 37Q (1700.620000 sec): 3 clusters
  Score: Raw -1061577.485257 + Penalty 3010.545659 = -1058566.939598
  nChanged 24
		SP:Iteration 38Q (1700.640000 sec): 3 clusters
  Score: Raw -1061582.868337 + Penalty 3010.545659 = -1058572.322678
  nChanged 27
		SP:Iteration 39Q (1700.670000 sec): 3 clusters
  Score: Raw -1061589.914172 + Penalty 3010.545659 = -1058579.368513
  nChanged 27
		SP:Iteration 40F (1700.700000 sec): 3 clusters
  Score: Raw -1061596.027554 + Penalty 3010.545659 = -1058585.481896
  nChanged 24
		SP:Iteration 41Q (1700.720000 sec): 3 clusters
  Score: Raw -1061601.924359 + Penalty 3010.545659 = -1058591.378700
  nChanged 19
		SP:Iteration 42Q (1700.740000 sec): 3 clusters
  Score: Raw -1061607.084797 + Penalty 3010.545659 = -1058596.539138
  nChanged 29
		SP:Iteration 43Q (1700.770000 sec): 3 clusters
  Score: Raw -1061613.465744 + Penalty 3010.545659 = -1058602.920085
  nChanged 29
		SP:Iteration 44Q (1700.790000 sec): 3 clusters
  Score: Raw -1061619.668087 + Penalty 3010.545659 = -1058609.122429
  nChanged 25
		SP:Iteration 45Q (1700.820000 sec): 3 clusters
  Score: Raw -1061624.767391 + Penalty 3010.545659 = -1058614.221732
  nChanged 18
		SP:Iteration 46Q (1700.840000 sec): 3 clusters
  Score: Raw -1061629.038983 + Penalty 3010.545659 = -1058618.493324
  nChanged 11
		SP:Iteration 47Q (1700.860000 sec): 3 clusters
  Score: Raw -1061630.825847 + Penalty 3010.545659 = -1058620.280188
  nChanged 7
		SP:Iteration 48Q (1700.890000 sec): 3 clusters
  Score: Raw -1061632.047447 + Penalty 3010.545659 = -1058621.501789
  nChanged 11
		SP:Iteration 49Q (1700.910000 sec): 3 clusters
  Score: Raw -1061633.868954 + Penalty 3010.545659 = -1058623.323295
  nChanged 13
		SP:Iteration 50Q (1700.940000 sec): 3 clusters
  Score: Raw -1061636.037181 + Penalty 3010.545659 = -1058625.491522
  nChanged 12
		SP:Iteration 51Q (1700.960000 sec): 3 clusters
  Score: Raw -1061637.950264 + Penalty 3010.545659 = -1058627.404605
  nChanged 10
		SP:Iteration 52Q (1700.980000 sec): 3 clusters
  Score: Raw -1061639.331329 + Penalty 3010.545659 = -1058628.785670
  nChanged 8
		SP:Iteration 53Q (1701.010000 sec): 3 clusters
  Score: Raw -1061640.424733 + Penalty 3010.545659 = -1058629.879074
  nChanged 8
		SP:Iteration 54Q (1701.030000 sec): 3 clusters
  Score: Raw -1061641.318105 + Penalty 3010.545659 = -1058630.772447
  nChanged 7
		SP:Iteration 55Q (1701.060000 sec): 3 clusters
  Score: Raw -1061642.098557 + Penalty 3010.545659 = -1058631.552898
  nChanged 5
		SP:Iteration 56Q (1701.080000 sec): 3 clusters
  Score: Raw -1061642.660221 + Penalty 3010.545659 = -1058632.114562
  nChanged 4
		SP:Iteration 57Q (1701.110000 sec): 3 clusters
  Score: Raw -1061643.317217 + Penalty 3010.545659 = -1058632.771558
  nChanged 5
		SP:Iteration 58Q (1701.130000 sec): 3 clusters
  Score: Raw -1061644.255925 + Penalty 3010.545659 = -1058633.710266
  nChanged 3
		SP:Iteration 59Q (1701.160000 sec): 3 clusters
  Score: Raw -1061644.687069 + Penalty 3010.545659 = -1058634.141410
  nChanged 3
		SP:Iteration 60F (1701.180000 sec): 3 clusters
  Score: Raw -1061645.043462 + Penalty 3010.545659 = -1058634.497804
  nChanged 3
		SP:Iteration 61Q (1701.210000 sec): 3 clusters
  Score: Raw -1061645.512941 + Penalty 3010.545659 = -1058634.967282
  nChanged 2
		SP:Iteration 62Q (1701.230000 sec): 3 clusters
  Score: Raw -1061645.679873 + Penalty 3010.545659 = -1058635.134214
  nChanged 0
		SP:Iteration 63F (1701.260000 sec): 3 clusters
  Score: Raw -1061645.679873 + Penalty 3010.545659 = -1058635.134214
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 50 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1701.270000 sec): 2 clusters
  Score: Raw -224903.583036 + Penalty 1269.182311 = -223634.400725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1701.280000 sec): 3 clusters
  Score: Raw -223787.275049 + Penalty 2538.364622 = -221248.910427
  nChanged 913
		SP:Iteration 1F (1701.290000 sec): 3 clusters
  Score: Raw -224384.259860 + Penalty 2538.364622 = -221845.895238
  nChanged 197
		SP:Iteration 2F (1701.290000 sec): 3 clusters
  Score: Raw -224510.256330 + Penalty 2538.364622 = -221971.891708
  nChanged 132
		SP:Iteration 3F (1701.300000 sec): 3 clusters
  Score: Raw -224587.820240 + Penalty 2538.364622 = -222049.455617
  nChanged 86
		SP:Iteration 4Q (1701.300000 sec): 3 clusters
  Score: Raw -224632.128715 + Penalty 2538.364622 = -222093.764093
  nChanged 62
		SP:Iteration 5Q (1701.310000 sec): 3 clusters
  Score: Raw -224657.887454 + Penalty 2538.364622 = -222119.522831
  nChanged 51
		SP:Iteration 6Q (1701.310000 sec): 3 clusters
  Score: Raw -224689.893283 + Penalty 2538.364622 = -222151.528660
  nChanged 58
		SP:Iteration 7Q (1701.320000 sec): 3 clusters
  Score: Raw -224717.587174 + Penalty 2538.364622 = -222179.222552
  nChanged 40
		SP:Iteration 8Q (1701.330000 sec): 3 clusters
  Score: Raw -224737.305013 + Penalty 2538.364622 = -222198.940390
  nChanged 32
		SP:Iteration 9Q (1701.330000 sec): 3 clusters
  Score: Raw -224763.929466 + Penalty 2538.364622 = -222225.564844
  nChanged 38
		SP:Iteration 10Q (1701.340000 sec): 3 clusters
  Score: Raw -224788.607469 + Penalty 2538.364622 = -222250.242847
  nChanged 41
		SP:Iteration 11Q (1701.350000 sec): 3 clusters
  Score: Raw -224816.589121 + Penalty 2538.364622 = -222278.224499
  nChanged 41
		SP:Iteration 12Q (1701.350000 sec): 3 clusters
  Score: Raw -224838.276057 + Penalty 2538.364622 = -222299.911434
  nChanged 43
		SP:Iteration 13Q (1701.360000 sec): 3 clusters
  Score: Raw -224867.369641 + Penalty 2538.364622 = -222329.005019
  nChanged 46
		SP:Iteration 14Q (1701.370000 sec): 3 clusters
  Score: Raw -224902.920380 + Penalty 2538.364622 = -222364.555757
  nChanged 49
		SP:Iteration 15Q (1701.370000 sec): 3 clusters
  Score: Raw -224938.625475 + Penalty 2538.364622 = -222400.260853
  nChanged 50
		SP:Iteration 16Q (1701.380000 sec): 3 clusters
  Score: Raw -224977.465436 + Penalty 2538.364622 = -222439.100814
  nChanged 47
		SP:Iteration 17Q (1701.380000 sec): 3 clusters
  Score: Raw -225013.065725 + Penalty 2538.364622 = -222474.701102
  nChanged 60
		SP:Iteration 18Q (1701.390000 sec): 3 clusters
  Score: Raw -225063.927450 + Penalty 2538.364622 = -222525.562828
  nChanged 59
		SP:Iteration 19Q (1701.390000 sec): 3 clusters
  Score: Raw -225113.766920 + Penalty 2538.364622 = -222575.402298
  nChanged 55
		SP:Iteration 20F (1701.400000 sec): 3 clusters
  Score: Raw -225165.203368 + Penalty 2538.364622 = -222626.838746
  nChanged 54
		SP:Iteration 21Q (1701.410000 sec): 3 clusters
  Score: Raw -225225.439469 + Penalty 2538.364622 = -222687.074847
  nChanged 47
		SP:Iteration 22Q (1701.410000 sec): 3 clusters
  Score: Raw -225268.172958 + Penalty 2538.364622 = -222729.808336
  nChanged 44
		SP:Iteration 23Q (1701.420000 sec): 3 clusters
  Score: Raw -225308.486802 + Penalty 2538.364622 = -222770.122180
  nChanged 34
		SP:Iteration 24Q (1701.430000 sec): 3 clusters
  Score: Raw -225344.620085 + Penalty 2538.364622 = -222806.255463
  nChanged 39
		SP:Iteration 25Q (1701.430000 sec): 3 clusters
  Score: Raw -225377.343607 + Penalty 2538.364622 = -222838.978985
  nChanged 28
		SP:Iteration 26Q (1701.430000 sec): 3 clusters
  Score: Raw -225400.264050 + Penalty 2538.364622 = -222861.899428
  nChanged 22
		SP:Iteration 27Q (1701.440000 sec): 3 clusters
  Score: Raw -225414.788119 + Penalty 2538.364622 = -222876.423497
  nChanged 23
		SP:Iteration 28Q (1701.450000 sec): 3 clusters
  Score: Raw -225432.040792 + Penalty 2538.364622 = -222893.676170
  nChanged 28
		SP:Iteration 29Q (1701.450000 sec): 3 clusters
  Score: Raw -225449.637993 + Penalty 2538.364622 = -222911.273371
  nChanged 27
		SP:Iteration 30Q (1701.460000 sec): 3 clusters
  Score: Raw -225471.653642 + Penalty 2538.364622 = -222933.289020
  nChanged 29
		SP:Iteration 31Q (1701.460000 sec): 3 clusters
  Score: Raw -225497.393012 + Penalty 2538.364622 = -222959.028389
  nChanged 29
		SP:Iteration 32Q (1701.470000 sec): 3 clusters
  Score: Raw -225524.995907 + Penalty 2538.364622 = -222986.631284
  nChanged 34
		SP:Iteration 33Q (1701.470000 sec): 3 clusters
  Score: Raw -225571.888634 + Penalty 2538.364622 = -223033.524012
  nChanged 51
		SP:Iteration 34Q (1701.480000 sec): 3 clusters
  Score: Raw -225649.744467 + Penalty 2538.364622 = -223111.379844
  nChanged 50
		SP:Iteration 35Q (1701.490000 sec): 3 clusters
  Score: Raw -225720.925702 + Penalty 2538.364622 = -223182.561080
  nChanged 50
		SP:Iteration 36Q (1701.490000 sec): 3 clusters
  Score: Raw -225789.109285 + Penalty 2538.364622 = -223250.744663
  nChanged 49
		SP:Iteration 37Q (1701.490000 sec): 3 clusters
  Score: Raw -225844.303150 + Penalty 2538.364622 = -223305.938527
  nChanged 39
		SP:Iteration 38Q (1701.500000 sec): 3 clusters
  Score: Raw -225894.614662 + Penalty 2538.364622 = -223356.250040
  nChanged 36
		SP:Iteration 39Q (1701.510000 sec): 3 clusters
  Score: Raw -225935.288732 + Penalty 2538.364622 = -223396.924110
  nChanged 38
		SP:Iteration 40F (1701.510000 sec): 3 clusters
  Score: Raw -225983.285911 + Penalty 2538.364622 = -223444.921289
  nChanged 39
		SP:Iteration 41Q (1701.510000 sec): 3 clusters
  Score: Raw -226034.090886 + Penalty 2538.364622 = -223495.726264
  nChanged 34
		SP:Iteration 42Q (1701.520000 sec): 3 clusters
  Score: Raw -226070.307920 + Penalty 2538.364622 = -223531.943298
  nChanged 22
		SP:Iteration 43Q (1701.530000 sec): 3 clusters
  Score: Raw -226088.780629 + Penalty 2538.364622 = -223550.416006
  nChanged 17
		SP:Iteration 44Q (1701.530000 sec): 3 clusters
  Score: Raw -226105.481918 + Penalty 2538.364622 = -223567.117296
  nChanged 14
		SP:Iteration 45Q (1701.530000 sec): 3 clusters
  Score: Raw -226117.028900 + Penalty 2538.364622 = -223578.664278
  nChanged 7
		SP:Iteration 46Q (1701.540000 sec): 3 clusters
  Score: Raw -226122.005693 + Penalty 2538.364622 = -223583.641071
  nChanged 4
		SP:Iteration 47Q (1701.550000 sec): 3 clusters
  Score: Raw -226127.446313 + Penalty 2538.364622 = -223589.081690
  nChanged 1
		SP:Iteration 48Q (1701.550000 sec): 3 clusters
  Score: Raw -226128.739179 + Penalty 2538.364622 = -223590.374557
  nChanged 1
		SP:Iteration 49Q (1701.550000 sec): 3 clusters
  Score: Raw -226129.125255 + Penalty 2538.364622 = -223590.760633
  nChanged 0
		SP:Iteration 50F (1701.560000 sec): 3 clusters
  Score: Raw -226129.125255 + Penalty 2538.364622 = -223590.760633
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 51 (20802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1701.630000 sec): 2 clusters
  Score: Raw -2068741.731813 + Penalty 1615.705717 = -2067126.026096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1701.690000 sec): 3 clusters
  Score: Raw -2056339.757097 + Penalty 3231.411435 = -2053108.345662
  nChanged 9421
		SP:Iteration 1F (1701.740000 sec): 3 clusters
  Score: Raw -2061514.479234 + Penalty 3231.411435 = -2058283.067799
  nChanged 1177
		SP:Iteration 2F (1701.800000 sec): 3 clusters
  Score: Raw -2061975.240113 + Penalty 3231.411435 = -2058743.828679
  nChanged 1086
		SP:Iteration 3F (1701.860000 sec): 3 clusters
  Score: Raw -2062418.975603 + Penalty 3231.411435 = -2059187.564169
  nChanged 1104
		SP:Iteration 4F (1701.910000 sec): 3 clusters
  Score: Raw -2062890.970849 + Penalty 3231.411435 = -2059659.559414
  nChanged 1115
		SP:Iteration 5F (1701.970000 sec): 3 clusters
  Score: Raw -2063389.381402 + Penalty 3231.411435 = -2060157.969968
  nChanged 1139
		SP:Iteration 6F (1702.020000 sec): 3 clusters
  Score: Raw -2063927.217792 + Penalty 3231.411435 = -2060695.806357
  nChanged 1100
		SP:Iteration 7F (1702.080000 sec): 3 clusters
  Score: Raw -2064508.229953 + Penalty 3231.411435 = -2061276.818518
  nChanged 1106
		SP:Iteration 8F (1702.140000 sec): 3 clusters
  Score: Raw -2065150.855865 + Penalty 3231.411435 = -2061919.444430
  nChanged 1092
		SP:Iteration 9F (1702.190000 sec): 3 clusters
  Score: Raw -2065769.853566 + Penalty 3231.411435 = -2062538.442131
  nChanged 987
		SP:Iteration 10Q (1702.250000 sec): 3 clusters
  Score: Raw -2066307.632418 + Penalty 3231.411435 = -2063076.220983
  nChanged 846
		SP:Iteration 11Q (1702.300000 sec): 3 clusters
  Score: Raw -2066769.347825 + Penalty 3231.411435 = -2063537.936390
  nChanged 716
		SP:Iteration 12Q (1702.360000 sec): 3 clusters
  Score: Raw -2067118.368858 + Penalty 3231.411435 = -2063886.957423
  nChanged 583
		SP:Iteration 13Q (1702.420000 sec): 3 clusters
  Score: Raw -2067411.002713 + Penalty 3231.411435 = -2064179.591278
  nChanged 508
		SP:Iteration 14Q (1702.480000 sec): 3 clusters
  Score: Raw -2067658.637101 + Penalty 3231.411435 = -2064427.225666
  nChanged 442
		SP:Iteration 15Q (1702.540000 sec): 3 clusters
  Score: Raw -2067884.534255 + Penalty 3231.411435 = -2064653.122820
  nChanged 391
		SP:Iteration 16Q (1702.600000 sec): 3 clusters
  Score: Raw -2068095.109493 + Penalty 3231.411435 = -2064863.698059
  nChanged 374
		SP:Iteration 17Q (1702.660000 sec): 3 clusters
  Score: Raw -2068299.028238 + Penalty 3231.411435 = -2065067.616803
  nChanged 323
		SP:Iteration 18Q (1702.720000 sec): 3 clusters
  Score: Raw -2068479.086003 + Penalty 3231.411435 = -2065247.674568
  nChanged 250
		SP:Iteration 19Q (1702.770000 sec): 3 clusters
  Score: Raw -2068629.308475 + Penalty 3231.411435 = -2065397.897040
  nChanged 203
		SP:Iteration 20F (1702.830000 sec): 3 clusters
  Score: Raw -2068744.292732 + Penalty 3231.411435 = -2065512.881297
  nChanged 132
		SP:Iteration 21Q (1702.880000 sec): 3 clusters
  Score: Raw -2068817.605563 + Penalty 3231.411435 = -2065586.194129
  nChanged 112
		SP:Iteration 22Q (1702.930000 sec): 3 clusters
  Score: Raw -2068889.496396 + Penalty 3231.411435 = -2065658.084961
  nChanged 92
		SP:Iteration 23Q (1702.980000 sec): 3 clusters
  Score: Raw -2068946.250115 + Penalty 3231.411435 = -2065714.838680
  nChanged 71
		SP:Iteration 24Q (1703.040000 sec): 3 clusters
  Score: Raw -2068988.292482 + Penalty 3231.411435 = -2065756.881047
  nChanged 49
		SP:Iteration 25Q (1703.080000 sec): 3 clusters
  Score: Raw -2069017.585827 + Penalty 3231.411435 = -2065786.174392
  nChanged 26
		SP:Iteration 26Q (1703.140000 sec): 3 clusters
  Score: Raw -2069033.637658 + Penalty 3231.411435 = -2065802.226223
  nChanged 25
		SP:Iteration 27Q (1703.180000 sec): 3 clusters
  Score: Raw -2069048.480902 + Penalty 3231.411435 = -2065817.069467
  nChanged 18
		SP:Iteration 28Q (1703.230000 sec): 3 clusters
  Score: Raw -2069059.564177 + Penalty 3231.411435 = -2065828.152742
  nChanged 20
		SP:Iteration 29Q (1703.280000 sec): 3 clusters
  Score: Raw -2069070.751309 + Penalty 3231.411435 = -2065839.339874
  nChanged 12
		SP:Iteration 30Q (1703.330000 sec): 3 clusters
  Score: Raw -2069078.285565 + Penalty 3231.411435 = -2065846.874130
  nChanged 10
		SP:Iteration 31Q (1703.380000 sec): 3 clusters
  Score: Raw -2069085.782042 + Penalty 3231.411435 = -2065854.370607
  nChanged 10
		SP:Iteration 32Q (1703.420000 sec): 3 clusters
  Score: Raw -2069091.734052 + Penalty 3231.411435 = -2065860.322617
  nChanged 9
		SP:Iteration 33Q (1703.470000 sec): 3 clusters
  Score: Raw -2069096.677712 + Penalty 3231.411435 = -2065865.266277
  nChanged 6
		SP:Iteration 34Q (1703.520000 sec): 3 clusters
  Score: Raw -2069101.690487 + Penalty 3231.411435 = -2065870.279052
  nChanged 8
		SP:Iteration 35Q (1703.570000 sec): 3 clusters
  Score: Raw -2069107.567148 + Penalty 3231.411435 = -2065876.155713
  nChanged 8
		SP:Iteration 36Q (1703.620000 sec): 3 clusters
  Score: Raw -2069113.333111 + Penalty 3231.411435 = -2065881.921676
  nChanged 5
		SP:Iteration 37Q (1703.660000 sec): 3 clusters
  Score: Raw -2069115.638469 + Penalty 3231.411435 = -2065884.227034
  nChanged 0
		SP:Iteration 38F (1703.720000 sec): 3 clusters
  Score: Raw -2069115.638469 + Penalty 3231.411435 = -2065884.227034
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 52 (803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1703.740000 sec): 2 clusters
  Score: Raw -74747.505618 + Penalty 1086.857641 = -73660.647977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1703.740000 sec): 3 clusters
  Score: Raw -74523.176290 + Penalty 2173.715282 = -72349.461008
  nChanged 265
		SP:Iteration 1F (1703.740000 sec): 3 clusters
  Score: Raw -74790.302785 + Penalty 2173.715282 = -72616.587503
  nChanged 64
		SP:Iteration 2F (1703.750000 sec): 3 clusters
  Score: Raw -74903.385695 + Penalty 2173.715282 = -72729.670413
  nChanged 45
		SP:Iteration 3F (1703.750000 sec): 3 clusters
  Score: Raw -74979.590984 + Penalty 2173.715282 = -72805.875701
  nChanged 34
		SP:Iteration 4Q (1703.750000 sec): 3 clusters
  Score: Raw -75053.863442 + Penalty 2173.715282 = -72880.148160
  nChanged 19
		SP:Iteration 5Q (1703.750000 sec): 3 clusters
  Score: Raw -75129.469611 + Penalty 2173.715282 = -72955.754329
  nChanged 18
		SP:Iteration 6Q (1703.760000 sec): 3 clusters
  Score: Raw -75171.120244 + Penalty 2173.715282 = -72997.404962
  nChanged 19
		SP:Iteration 7Q (1703.760000 sec): 3 clusters
  Score: Raw -75194.497666 + Penalty 2173.715282 = -73020.782384
  nChanged 13
		SP:Iteration 8Q (1703.760000 sec): 3 clusters
  Score: Raw -75209.770722 + Penalty 2173.715282 = -73036.055440
  nChanged 6
		SP:Iteration 9Q (1703.760000 sec): 3 clusters
  Score: Raw -75215.877989 + Penalty 2173.715282 = -73042.162707
  nChanged 6
		SP:Iteration 10Q (1703.760000 sec): 3 clusters
  Score: Raw -75221.719389 + Penalty 2173.715282 = -73048.004107
  nChanged 3
		SP:Iteration 11Q (1703.760000 sec): 3 clusters
  Score: Raw -75224.887225 + Penalty 2173.715282 = -73051.171943
  nChanged 3
		SP:Iteration 12Q (1703.770000 sec): 3 clusters
  Score: Raw -75228.179998 + Penalty 2173.715282 = -73054.464716
  nChanged 1
		SP:Iteration 13Q (1703.770000 sec): 3 clusters
  Score: Raw -75229.240950 + Penalty 2173.715282 = -73055.525668
  nChanged 1
		SP:Iteration 14Q (1703.770000 sec): 3 clusters
  Score: Raw -75230.654172 + Penalty 2173.715282 = -73056.938890
  nChanged 1
		SP:Iteration 15Q (1703.770000 sec): 3 clusters
  Score: Raw -75231.612536 + Penalty 2173.715282 = -73057.897254
  nChanged 0
		SP:Iteration 16F (1703.780000 sec): 3 clusters
  Score: Raw -75231.612536 + Penalty 2173.715282 = -73057.897254
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 53 (2833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1703.790000 sec): 2 clusters
  Score: Raw -288697.352279 + Penalty 1291.727369 = -287405.624911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1703.800000 sec): 3 clusters
  Score: Raw -287343.875467 + Penalty 2583.454737 = -284760.420729
  nChanged 1057
		SP:Iteration 1F (1703.800000 sec): 3 clusters
  Score: Raw -287989.992083 + Penalty 2583.454737 = -285406.537346
  nChanged 191
		SP:Iteration 2F (1703.810000 sec): 3 clusters
  Score: Raw -288106.475471 + Penalty 2583.454737 = -285523.020734
  nChanged 152
		SP:Iteration 3F (1703.820000 sec): 3 clusters
  Score: Raw -288201.422082 + Penalty 2583.454737 = -285617.967344
  nChanged 104
		SP:Iteration 4Q (1703.820000 sec): 3 clusters
  Score: Raw -288257.444168 + Penalty 2583.454737 = -285673.989431
  nChanged 78
		SP:Iteration 5Q (1703.830000 sec): 3 clusters
  Score: Raw -288296.590098 + Penalty 2583.454737 = -285713.135360
  nChanged 63
		SP:Iteration 6Q (1703.840000 sec): 3 clusters
  Score: Raw -288326.149227 + Penalty 2583.454737 = -285742.694489
  nChanged 47
		SP:Iteration 7Q (1703.840000 sec): 3 clusters
  Score: Raw -288351.504609 + Penalty 2583.454737 = -285768.049872
  nChanged 52
		SP:Iteration 8Q (1703.850000 sec): 3 clusters
  Score: Raw -288377.283491 + Penalty 2583.454737 = -285793.828753
  nChanged 52
		SP:Iteration 9Q (1703.860000 sec): 3 clusters
  Score: Raw -288413.197900 + Penalty 2583.454737 = -285829.743163
  nChanged 61
		SP:Iteration 10Q (1703.860000 sec): 3 clusters
  Score: Raw -288439.706939 + Penalty 2583.454737 = -285856.252202
  nChanged 45
		SP:Iteration 11Q (1703.870000 sec): 3 clusters
  Score: Raw -288467.108491 + Penalty 2583.454737 = -285883.653753
  nChanged 53
		SP:Iteration 12Q (1703.880000 sec): 3 clusters
  Score: Raw -288498.258309 + Penalty 2583.454737 = -285914.803572
  nChanged 52
		SP:Iteration 13Q (1703.890000 sec): 3 clusters
  Score: Raw -288528.734834 + Penalty 2583.454737 = -285945.280097
  nChanged 49
		SP:Iteration 14Q (1703.890000 sec): 3 clusters
  Score: Raw -288555.678651 + Penalty 2583.454737 = -285972.223914
  nChanged 44
		SP:Iteration 15Q (1703.900000 sec): 3 clusters
  Score: Raw -288579.299215 + Penalty 2583.454737 = -285995.844478
  nChanged 41
		SP:Iteration 16Q (1703.910000 sec): 3 clusters
  Score: Raw -288604.321490 + Penalty 2583.454737 = -286020.866753
  nChanged 40
		SP:Iteration 17Q (1703.920000 sec): 3 clusters
  Score: Raw -288626.034052 + Penalty 2583.454737 = -286042.579315
  nChanged 35
		SP:Iteration 18Q (1703.920000 sec): 3 clusters
  Score: Raw -288646.564411 + Penalty 2583.454737 = -286063.109673
  nChanged 34
		SP:Iteration 19Q (1703.930000 sec): 3 clusters
  Score: Raw -288664.827167 + Penalty 2583.454737 = -286081.372429
  nChanged 39
		SP:Iteration 20F (1703.940000 sec): 3 clusters
  Score: Raw -288690.568210 + Penalty 2583.454737 = -286107.113472
  nChanged 38
		SP:Iteration 21Q (1703.940000 sec): 3 clusters
  Score: Raw -288713.817886 + Penalty 2583.454737 = -286130.363149
  nChanged 46
		SP:Iteration 22Q (1703.950000 sec): 3 clusters
  Score: Raw -288735.589974 + Penalty 2583.454737 = -286152.135237
  nChanged 39
		SP:Iteration 23Q (1703.960000 sec): 3 clusters
  Score: Raw -288756.976859 + Penalty 2583.454737 = -286173.522121
  nChanged 40
		SP:Iteration 24Q (1703.960000 sec): 3 clusters
  Score: Raw -288777.194439 + Penalty 2583.454737 = -286193.739701
  nChanged 36
		SP:Iteration 25Q (1703.970000 sec): 3 clusters
  Score: Raw -288794.441700 + Penalty 2583.454737 = -286210.986963
  nChanged 35
		SP:Iteration 26Q (1703.980000 sec): 3 clusters
  Score: Raw -288815.477309 + Penalty 2583.454737 = -286232.022572
  nChanged 49
		SP:Iteration 27Q (1703.990000 sec): 3 clusters
  Score: Raw -288850.091126 + Penalty 2583.454737 = -286266.636388
  nChanged 46
		SP:Iteration 28Q (1704.000000 sec): 3 clusters
  Score: Raw -288876.928180 + Penalty 2583.454737 = -286293.473442
  nChanged 36
		SP:Iteration 29Q (1704.000000 sec): 3 clusters
  Score: Raw -288899.448031 + Penalty 2583.454737 = -286315.993294
  nChanged 29
		SP:Iteration 30Q (1704.010000 sec): 3 clusters
  Score: Raw -288914.242829 + Penalty 2583.454737 = -286330.788091
  nChanged 27
		SP:Iteration 31Q (1704.020000 sec): 3 clusters
  Score: Raw -288928.927454 + Penalty 2583.454737 = -286345.472717
  nChanged 31
		SP:Iteration 32Q (1704.020000 sec): 3 clusters
  Score: Raw -288945.515905 + Penalty 2583.454737 = -286362.061167
  nChanged 24
		SP:Iteration 33Q (1704.030000 sec): 3 clusters
  Score: Raw -288955.217982 + Penalty 2583.454737 = -286371.763244
  nChanged 14
		SP:Iteration 34Q (1704.040000 sec): 3 clusters
  Score: Raw -288963.094610 + Penalty 2583.454737 = -286379.639872
  nChanged 8
		SP:Iteration 35Q (1704.040000 sec): 3 clusters
  Score: Raw -288967.794041 + Penalty 2583.454737 = -286384.339303
  nChanged 11
		SP:Iteration 36Q (1704.050000 sec): 3 clusters
  Score: Raw -288976.830537 + Penalty 2583.454737 = -286393.375799
  nChanged 13
		SP:Iteration 37Q (1704.060000 sec): 3 clusters
  Score: Raw -288983.731034 + Penalty 2583.454737 = -286400.276297
  nChanged 11
		SP:Iteration 38Q (1704.060000 sec): 3 clusters
  Score: Raw -288988.461506 + Penalty 2583.454737 = -286405.006768
  nChanged 7
		SP:Iteration 39Q (1704.070000 sec): 3 clusters
  Score: Raw -288991.361034 + Penalty 2583.454737 = -286407.906297
  nChanged 11
		SP:Iteration 40F (1704.080000 sec): 3 clusters
  Score: Raw -288995.839123 + Penalty 2583.454737 = -286412.384385
  nChanged 13
		SP:Iteration 41Q (1704.080000 sec): 3 clusters
  Score: Raw -289002.502252 + Penalty 2583.454737 = -286419.047514
  nChanged 11
		SP:Iteration 42Q (1704.090000 sec): 3 clusters
  Score: Raw -289008.000062 + Penalty 2583.454737 = -286424.545324
  nChanged 11
		SP:Iteration 43Q (1704.100000 sec): 3 clusters
  Score: Raw -289014.999791 + Penalty 2583.454737 = -286431.545054
  nChanged 12
		SP:Iteration 44Q (1704.100000 sec): 3 clusters
  Score: Raw -289021.018830 + Penalty 2583.454737 = -286437.564093
  nChanged 16
		SP:Iteration 45Q (1704.110000 sec): 3 clusters
  Score: Raw -289031.092201 + Penalty 2583.454737 = -286447.637463
  nChanged 20
		SP:Iteration 46Q (1704.120000 sec): 3 clusters
  Score: Raw -289045.036693 + Penalty 2583.454737 = -286461.581955
  nChanged 21
		SP:Iteration 47Q (1704.120000 sec): 3 clusters
  Score: Raw -289055.578933 + Penalty 2583.454737 = -286472.124196
  nChanged 15
		SP:Iteration 48Q (1704.130000 sec): 3 clusters
  Score: Raw -289062.685507 + Penalty 2583.454737 = -286479.230770
  nChanged 6
		SP:Iteration 49Q (1704.140000 sec): 3 clusters
  Score: Raw -289066.447063 + Penalty 2583.454737 = -286482.992325
  nChanged 5
		SP:Iteration 50Q (1704.140000 sec): 3 clusters
  Score: Raw -289069.449634 + Penalty 2583.454737 = -286485.994896
  nChanged 4
		SP:Iteration 51Q (1704.150000 sec): 3 clusters
  Score: Raw -289071.572407 + Penalty 2583.454737 = -286488.117669
  nChanged 6
		SP:Iteration 52Q (1704.160000 sec): 3 clusters
  Score: Raw -289073.706647 + Penalty 2583.454737 = -286490.251910
  nChanged 2
		SP:Iteration 53Q (1704.160000 sec): 3 clusters
  Score: Raw -289074.674956 + Penalty 2583.454737 = -286491.220218
  nChanged 2
		SP:Iteration 54Q (1704.170000 sec): 3 clusters
  Score: Raw -289075.348380 + Penalty 2583.454737 = -286491.893642
  nChanged 1
		SP:Iteration 55Q (1704.180000 sec): 3 clusters
  Score: Raw -289075.811869 + Penalty 2583.454737 = -286492.357132
  nChanged 3
		SP:Iteration 56Q (1704.180000 sec): 3 clusters
  Score: Raw -289076.562013 + Penalty 2583.454737 = -286493.107275
  nChanged 2
		SP:Iteration 57Q (1704.190000 sec): 3 clusters
  Score: Raw -289076.926180 + Penalty 2583.454737 = -286493.471443
  nChanged 1
		SP:Iteration 58Q (1704.200000 sec): 3 clusters
  Score: Raw -289077.145760 + Penalty 2583.454737 = -286493.691023
  nChanged 0
		SP:Iteration 59F (1704.210000 sec): 3 clusters
  Score: Raw -289077.145760 + Penalty 2583.454737 = -286493.691023
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 54 (9454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1704.240000 sec): 2 clusters
  Score: Raw -974709.711718 + Penalty 1487.556397 = -973222.155321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1704.260000 sec): 3 clusters
  Score: Raw -969389.226181 + Penalty 2975.112794 = -966414.113388
  nChanged 4038
		SP:Iteration 1F (1704.290000 sec): 3 clusters
  Score: Raw -971565.494873 + Penalty 2975.112794 = -968590.382079
  nChanged 507
		SP:Iteration 2F (1704.320000 sec): 3 clusters
  Score: Raw -971740.089391 + Penalty 2975.112794 = -968764.976598
  nChanged 391
		SP:Iteration 3Q (1704.340000 sec): 3 clusters
  Score: Raw -971877.857792 + Penalty 2975.112794 = -968902.744998
  nChanged 343
		SP:Iteration 4Q (1704.360000 sec): 3 clusters
  Score: Raw -971999.619529 + Penalty 2975.112794 = -969024.506735
  nChanged 312
		SP:Iteration 5Q (1704.390000 sec): 3 clusters
  Score: Raw -972099.002621 + Penalty 2975.112794 = -969123.889827
  nChanged 272
		SP:Iteration 6Q (1704.420000 sec): 3 clusters
  Score: Raw -972213.873445 + Penalty 2975.112794 = -969238.760651
  nChanged 309
		SP:Iteration 7Q (1704.440000 sec): 3 clusters
  Score: Raw -972340.504520 + Penalty 2975.112794 = -969365.391726
  nChanged 324
		SP:Iteration 8Q (1704.460000 sec): 3 clusters
  Score: Raw -972466.218811 + Penalty 2975.112794 = -969491.106017
  nChanged 289
		SP:Iteration 9Q (1704.490000 sec): 3 clusters
  Score: Raw -972576.421271 + Penalty 2975.112794 = -969601.308477
  nChanged 279
		SP:Iteration 10Q (1704.510000 sec): 3 clusters
  Score: Raw -972686.526549 + Penalty 2975.112794 = -969711.413755
  nChanged 271
		SP:Iteration 11Q (1704.540000 sec): 3 clusters
  Score: Raw -972790.006309 + Penalty 2975.112794 = -969814.893515
  nChanged 260
		SP:Iteration 12Q (1704.560000 sec): 3 clusters
  Score: Raw -972887.157993 + Penalty 2975.112794 = -969912.045199
  nChanged 261
		SP:Iteration 13Q (1704.590000 sec): 3 clusters
  Score: Raw -972985.290453 + Penalty 2975.112794 = -970010.177659
  nChanged 239
		SP:Iteration 14Q (1704.620000 sec): 3 clusters
  Score: Raw -973077.800789 + Penalty 2975.112794 = -970102.687995
  nChanged 260
		SP:Iteration 15Q (1704.640000 sec): 3 clusters
  Score: Raw -973184.740249 + Penalty 2975.112794 = -970209.627455
  nChanged 250
		SP:Iteration 16Q (1704.660000 sec): 3 clusters
  Score: Raw -973296.584234 + Penalty 2975.112794 = -970321.471440
  nChanged 252
		SP:Iteration 17Q (1704.690000 sec): 3 clusters
  Score: Raw -973419.060554 + Penalty 2975.112794 = -970443.947760
  nChanged 242
		SP:Iteration 18Q (1704.720000 sec): 3 clusters
  Score: Raw -973542.600740 + Penalty 2975.112794 = -970567.487946
  nChanged 234
		SP:Iteration 19Q (1704.740000 sec): 3 clusters
  Score: Raw -973655.839677 + Penalty 2975.112794 = -970680.726883
  nChanged 194
		SP:Iteration 20F (1704.760000 sec): 3 clusters
  Score: Raw -973744.121510 + Penalty 2975.112794 = -970769.008717
  nChanged 165
		SP:Iteration 21Q (1704.790000 sec): 3 clusters
  Score: Raw -973811.046794 + Penalty 2975.112794 = -970835.934000
  nChanged 157
		SP:Iteration 22Q (1704.810000 sec): 3 clusters
  Score: Raw -973872.314293 + Penalty 2975.112794 = -970897.201499
  nChanged 127
		SP:Iteration 23Q (1704.840000 sec): 3 clusters
  Score: Raw -973908.896461 + Penalty 2975.112794 = -970933.783667
  nChanged 103
		SP:Iteration 24Q (1704.860000 sec): 3 clusters
  Score: Raw -973943.407057 + Penalty 2975.112794 = -970968.294264
  nChanged 101
		SP:Iteration 25Q (1704.880000 sec): 3 clusters
  Score: Raw -973977.255216 + Penalty 2975.112794 = -971002.142423
  nChanged 101
		SP:Iteration 26Q (1704.910000 sec): 3 clusters
  Score: Raw -974006.951588 + Penalty 2975.112794 = -971031.838794
  nChanged 96
		SP:Iteration 27Q (1704.930000 sec): 3 clusters
  Score: Raw -974039.446022 + Penalty 2975.112794 = -971064.333229
  nChanged 103
		SP:Iteration 28Q (1704.950000 sec): 3 clusters
  Score: Raw -974077.980280 + Penalty 2975.112794 = -971102.867486
  nChanged 117
		SP:Iteration 29Q (1704.980000 sec): 3 clusters
  Score: Raw -974122.934569 + Penalty 2975.112794 = -971147.821775
  nChanged 123
		SP:Iteration 30Q (1705.000000 sec): 3 clusters
  Score: Raw -974173.310179 + Penalty 2975.112794 = -971198.197386
  nChanged 114
		SP:Iteration 31Q (1705.020000 sec): 3 clusters
  Score: Raw -974220.084884 + Penalty 2975.112794 = -971244.972090
  nChanged 119
		SP:Iteration 32Q (1705.040000 sec): 3 clusters
  Score: Raw -974269.662332 + Penalty 2975.112794 = -971294.549538
  nChanged 117
		SP:Iteration 33Q (1705.070000 sec): 3 clusters
  Score: Raw -974308.487119 + Penalty 2975.112794 = -971333.374325
  nChanged 101
		SP:Iteration 34Q (1705.090000 sec): 3 clusters
  Score: Raw -974340.369293 + Penalty 2975.112794 = -971365.256499
  nChanged 97
		SP:Iteration 35Q (1705.110000 sec): 3 clusters
  Score: Raw -974368.268577 + Penalty 2975.112794 = -971393.155784
  nChanged 92
		SP:Iteration 36Q (1705.130000 sec): 3 clusters
  Score: Raw -974396.395733 + Penalty 2975.112794 = -971421.282939
  nChanged 106
		SP:Iteration 37Q (1705.160000 sec): 3 clusters
  Score: Raw -974434.192254 + Penalty 2975.112794 = -971459.079460
  nChanged 90
		SP:Iteration 38Q (1705.180000 sec): 3 clusters
  Score: Raw -974468.217473 + Penalty 2975.112794 = -971493.104679
  nChanged 93
		SP:Iteration 39Q (1705.200000 sec): 3 clusters
  Score: Raw -974508.848089 + Penalty 2975.112794 = -971533.735295
  nChanged 92
		SP:Iteration 40F (1705.220000 sec): 3 clusters
  Score: Raw -974542.741705 + Penalty 2975.112794 = -971567.628911
  nChanged 73
		SP:Iteration 41Q (1705.240000 sec): 3 clusters
  Score: Raw -974572.463526 + Penalty 2975.112794 = -971597.350732
  nChanged 72
		SP:Iteration 42Q (1705.260000 sec): 3 clusters
  Score: Raw -974600.431409 + Penalty 2975.112794 = -971625.318616
  nChanged 60
		SP:Iteration 43Q (1705.290000 sec): 3 clusters
  Score: Raw -974621.314703 + Penalty 2975.112794 = -971646.201909
  nChanged 51
		SP:Iteration 44Q (1705.310000 sec): 3 clusters
  Score: Raw -974638.875947 + Penalty 2975.112794 = -971663.763153
  nChanged 44
		SP:Iteration 45Q (1705.330000 sec): 3 clusters
  Score: Raw -974654.183712 + Penalty 2975.112794 = -971679.070918
  nChanged 43
		SP:Iteration 46Q (1705.350000 sec): 3 clusters
  Score: Raw -974667.010390 + Penalty 2975.112794 = -971691.897596
  nChanged 38
		SP:Iteration 47Q (1705.370000 sec): 3 clusters
  Score: Raw -974678.182386 + Penalty 2975.112794 = -971703.069592
  nChanged 38
		SP:Iteration 48Q (1705.390000 sec): 3 clusters
  Score: Raw -974691.335720 + Penalty 2975.112794 = -971716.222926
  nChanged 34
		SP:Iteration 49Q (1705.410000 sec): 3 clusters
  Score: Raw -974703.533580 + Penalty 2975.112794 = -971728.420787
  nChanged 36
		SP:Iteration 50Q (1705.430000 sec): 3 clusters
  Score: Raw -974714.548059 + Penalty 2975.112794 = -971739.435266
  nChanged 34
		SP:Iteration 51Q (1705.450000 sec): 3 clusters
  Score: Raw -974724.147570 + Penalty 2975.112794 = -971749.034776
  nChanged 34
		SP:Iteration 52Q (1705.470000 sec): 3 clusters
  Score: Raw -974736.078256 + Penalty 2975.112794 = -971760.965463
  nChanged 34
		SP:Iteration 53Q (1705.490000 sec): 3 clusters
  Score: Raw -974746.970643 + Penalty 2975.112794 = -971771.857850
  nChanged 35
		SP:Iteration 54Q (1705.510000 sec): 3 clusters
  Score: Raw -974759.255457 + Penalty 2975.112794 = -971784.142663
  nChanged 26
		SP:Iteration 55Q (1705.530000 sec): 3 clusters
  Score: Raw -974767.786845 + Penalty 2975.112794 = -971792.674052
  nChanged 25
		SP:Iteration 56Q (1705.550000 sec): 3 clusters
  Score: Raw -974776.281499 + Penalty 2975.112794 = -971801.168706
  nChanged 28
		SP:Iteration 57Q (1705.570000 sec): 3 clusters
  Score: Raw -974786.137660 + Penalty 2975.112794 = -971811.024866
  nChanged 31
		SP:Iteration 58Q (1705.590000 sec): 3 clusters
  Score: Raw -974796.786883 + Penalty 2975.112794 = -971821.674089
  nChanged 36
		SP:Iteration 59Q (1705.610000 sec): 3 clusters
  Score: Raw -974808.735766 + Penalty 2975.112794 = -971833.622972
  nChanged 22
		SP:Iteration 60F (1705.640000 sec): 3 clusters
  Score: Raw -974817.501070 + Penalty 2975.112794 = -971842.388276
  nChanged 22
		SP:Iteration 61Q (1705.660000 sec): 3 clusters
  Score: Raw -974824.025712 + Penalty 2975.112794 = -971848.912918
  nChanged 24
		SP:Iteration 62Q (1705.680000 sec): 3 clusters
  Score: Raw -974833.103719 + Penalty 2975.112794 = -971857.990925
  nChanged 29
		SP:Iteration 63Q (1705.700000 sec): 3 clusters
  Score: Raw -974842.007090 + Penalty 2975.112794 = -971866.894296
  nChanged 15
		SP:Iteration 64Q (1705.720000 sec): 3 clusters
  Score: Raw -974847.745727 + Penalty 2975.112794 = -971872.632933
  nChanged 19
		SP:Iteration 65Q (1705.740000 sec): 3 clusters
  Score: Raw -974853.951914 + Penalty 2975.112794 = -971878.839120
  nChanged 14
		SP:Iteration 66Q (1705.760000 sec): 3 clusters
  Score: Raw -974858.147466 + Penalty 2975.112794 = -971883.034672
  nChanged 17
		SP:Iteration 67Q (1705.770000 sec): 3 clusters
  Score: Raw -974863.561457 + Penalty 2975.112794 = -971888.448663
  nChanged 18
		SP:Iteration 68Q (1705.790000 sec): 3 clusters
  Score: Raw -974870.547432 + Penalty 2975.112794 = -971895.434638
  nChanged 15
		SP:Iteration 69Q (1705.810000 sec): 3 clusters
  Score: Raw -974876.274505 + Penalty 2975.112794 = -971901.161711
  nChanged 11
		SP:Iteration 70Q (1705.830000 sec): 3 clusters
  Score: Raw -974880.724470 + Penalty 2975.112794 = -971905.611676
  nChanged 9
		SP:Iteration 71Q (1705.850000 sec): 3 clusters
  Score: Raw -974885.069005 + Penalty 2975.112794 = -971909.956211
  nChanged 7
		SP:Iteration 72Q (1705.870000 sec): 3 clusters
  Score: Raw -974887.127649 + Penalty 2975.112794 = -971912.014856
  nChanged 7
		SP:Iteration 73Q (1705.890000 sec): 3 clusters
  Score: Raw -974889.799805 + Penalty 2975.112794 = -971914.687012
  nChanged 8
		SP:Iteration 74Q (1705.910000 sec): 3 clusters
  Score: Raw -974891.731175 + Penalty 2975.112794 = -971916.618381
  nChanged 6
		SP:Iteration 75Q (1705.930000 sec): 3 clusters
  Score: Raw -974893.271442 + Penalty 2975.112794 = -971918.158648
  nChanged 9
		SP:Iteration 76Q (1705.940000 sec): 3 clusters
  Score: Raw -974896.050873 + Penalty 2975.112794 = -971920.938079
  nChanged 8
		SP:Iteration 77Q (1705.960000 sec): 3 clusters
  Score: Raw -974897.993223 + Penalty 2975.112794 = -971922.880429
  nChanged 4
		SP:Iteration 78Q (1705.980000 sec): 3 clusters
  Score: Raw -974899.665268 + Penalty 2975.112794 = -971924.552474
  nChanged 6
		SP:Iteration 79Q (1706.000000 sec): 3 clusters
  Score: Raw -974901.402141 + Penalty 2975.112794 = -971926.289347
  nChanged 5
		SP:Iteration 80F (1706.030000 sec): 3 clusters
  Score: Raw -974903.069083 + Penalty 2975.112794 = -971927.956290
  nChanged 5
		SP:Iteration 81Q (1706.050000 sec): 3 clusters
  Score: Raw -974905.383709 + Penalty 2975.112794 = -971930.270915
  nChanged 6
		SP:Iteration 82Q (1706.070000 sec): 3 clusters
  Score: Raw -974908.865571 + Penalty 2975.112794 = -971933.752777
  nChanged 5
		SP:Iteration 83Q (1706.080000 sec): 3 clusters
  Score: Raw -974909.920518 + Penalty 2975.112794 = -971934.807724
  nChanged 4
		SP:Iteration 84Q (1706.100000 sec): 3 clusters
  Score: Raw -974911.249109 + Penalty 2975.112794 = -971936.136316
  nChanged 8
		SP:Iteration 85Q (1706.120000 sec): 3 clusters
  Score: Raw -974914.809864 + Penalty 2975.112794 = -971939.697070
  nChanged 7
		SP:Iteration 86Q (1706.140000 sec): 3 clusters
  Score: Raw -974916.746865 + Penalty 2975.112794 = -971941.634072
  nChanged 7
		SP:Iteration 87Q (1706.160000 sec): 3 clusters
  Score: Raw -974918.888459 + Penalty 2975.112794 = -971943.775665
  nChanged 6
		SP:Iteration 88Q (1706.180000 sec): 3 clusters
  Score: Raw -974920.954806 + Penalty 2975.112794 = -971945.842012
  nChanged 3
		SP:Iteration 89Q (1706.200000 sec): 3 clusters
  Score: Raw -974921.781406 + Penalty 2975.112794 = -971946.668613
  nChanged 4
		SP:Iteration 90Q (1706.220000 sec): 3 clusters
  Score: Raw -974923.046748 + Penalty 2975.112794 = -971947.933954
  nChanged 7
		SP:Iteration 91Q (1706.240000 sec): 3 clusters
  Score: Raw -974925.197745 + Penalty 2975.112794 = -971950.084951
  nChanged 6
		SP:Iteration 92Q (1706.260000 sec): 3 clusters
  Score: Raw -974926.769416 + Penalty 2975.112794 = -971951.656623
  nChanged 8
		SP:Iteration 93Q (1706.280000 sec): 3 clusters
  Score: Raw -974930.300674 + Penalty 2975.112794 = -971955.187881
  nChanged 10
		SP:Iteration 94Q (1706.300000 sec): 3 clusters
  Score: Raw -974934.524289 + Penalty 2975.112794 = -971959.411495
  nChanged 11
		SP:Iteration 95Q (1706.320000 sec): 3 clusters
  Score: Raw -974939.395692 + Penalty 2975.112794 = -971964.282898
  nChanged 5
		SP:Iteration 96Q (1706.340000 sec): 3 clusters
  Score: Raw -974940.769456 + Penalty 2975.112794 = -971965.656663
  nChanged 1
		SP:Iteration 97Q (1706.360000 sec): 3 clusters
  Score: Raw -974941.348579 + Penalty 2975.112794 = -971966.235785
  nChanged 0
		SP:Iteration 98F (1706.380000 sec): 3 clusters
  Score: Raw -974941.348579 + Penalty 2975.112794 = -971966.235785
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 55 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1706.400000 sec): 2 clusters
  Score: Raw -156582.925711 + Penalty 1210.826774 = -155372.098937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1706.400000 sec): 3 clusters
  Score: Raw -155891.884989 + Penalty 2421.653548 = -153470.231441
  nChanged 599
		SP:Iteration 1F (1706.400000 sec): 3 clusters
  Score: Raw -156352.724826 + Penalty 2421.653548 = -153931.071278
  nChanged 171
		SP:Iteration 2F (1706.410000 sec): 3 clusters
  Score: Raw -156500.616539 + Penalty 2421.653548 = -154078.962992
  nChanged 95
		SP:Iteration 3F (1706.410000 sec): 3 clusters
  Score: Raw -156582.241421 + Penalty 2421.653548 = -154160.587874
  nChanged 80
		SP:Iteration 4Q (1706.420000 sec): 3 clusters
  Score: Raw -156642.918257 + Penalty 2421.653548 = -154221.264709
  nChanged 60
		SP:Iteration 5Q (1706.420000 sec): 3 clusters
  Score: Raw -156693.131214 + Penalty 2421.653548 = -154271.477666
  nChanged 49
		SP:Iteration 6Q (1706.420000 sec): 3 clusters
  Score: Raw -156736.993007 + Penalty 2421.653548 = -154315.339460
  nChanged 46
		SP:Iteration 7Q (1706.430000 sec): 3 clusters
  Score: Raw -156767.049741 + Penalty 2421.653548 = -154345.396194
  nChanged 36
		SP:Iteration 8Q (1706.430000 sec): 3 clusters
  Score: Raw -156794.290522 + Penalty 2421.653548 = -154372.636975
  nChanged 33
		SP:Iteration 9Q (1706.440000 sec): 3 clusters
  Score: Raw -156820.812129 + Penalty 2421.653548 = -154399.158581
  nChanged 22
		SP:Iteration 10Q (1706.440000 sec): 3 clusters
  Score: Raw -156836.340773 + Penalty 2421.653548 = -154414.687226
  nChanged 18
		SP:Iteration 11Q (1706.440000 sec): 3 clusters
  Score: Raw -156847.968973 + Penalty 2421.653548 = -154426.315426
  nChanged 17
		SP:Iteration 12Q (1706.450000 sec): 3 clusters
  Score: Raw -156856.635460 + Penalty 2421.653548 = -154434.981912
  nChanged 9
		SP:Iteration 13Q (1706.460000 sec): 3 clusters
  Score: Raw -156862.244374 + Penalty 2421.653548 = -154440.590826
  nChanged 10
		SP:Iteration 14Q (1706.460000 sec): 3 clusters
  Score: Raw -156867.259787 + Penalty 2421.653548 = -154445.606240
  nChanged 6
		SP:Iteration 15Q (1706.460000 sec): 3 clusters
  Score: Raw -156871.295786 + Penalty 2421.653548 = -154449.642238
  nChanged 10
		SP:Iteration 16Q (1706.470000 sec): 3 clusters
  Score: Raw -156879.999294 + Penalty 2421.653548 = -154458.345747
  nChanged 15
		SP:Iteration 17Q (1706.470000 sec): 3 clusters
  Score: Raw -156889.495091 + Penalty 2421.653548 = -154467.841544
  nChanged 16
		SP:Iteration 18Q (1706.480000 sec): 3 clusters
  Score: Raw -156900.510080 + Penalty 2421.653548 = -154478.856532
  nChanged 13
		SP:Iteration 19Q (1706.480000 sec): 3 clusters
  Score: Raw -156907.810662 + Penalty 2421.653548 = -154486.157114
  nChanged 9
		SP:Iteration 20F (1706.480000 sec): 3 clusters
  Score: Raw -156913.429016 + Penalty 2421.653548 = -154491.775469
  nChanged 8
		SP:Iteration 21Q (1706.490000 sec): 3 clusters
  Score: Raw -156921.038988 + Penalty 2421.653548 = -154499.385440
  nChanged 9
		SP:Iteration 22Q (1706.490000 sec): 3 clusters
  Score: Raw -156927.233009 + Penalty 2421.653548 = -154505.579461
  nChanged 14
		SP:Iteration 23Q (1706.500000 sec): 3 clusters
  Score: Raw -156933.693728 + Penalty 2421.653548 = -154512.040181
  nChanged 8
		SP:Iteration 24Q (1706.500000 sec): 3 clusters
  Score: Raw -156940.536099 + Penalty 2421.653548 = -154518.882551
  nChanged 10
		SP:Iteration 25Q (1706.500000 sec): 3 clusters
  Score: Raw -156948.148251 + Penalty 2421.653548 = -154526.494704
  nChanged 13
		SP:Iteration 26Q (1706.510000 sec): 3 clusters
  Score: Raw -156954.247361 + Penalty 2421.653548 = -154532.593813
  nChanged 7
		SP:Iteration 27Q (1706.510000 sec): 3 clusters
  Score: Raw -156957.809488 + Penalty 2421.653548 = -154536.155940
  nChanged 6
		SP:Iteration 28Q (1706.520000 sec): 3 clusters
  Score: Raw -156962.429945 + Penalty 2421.653548 = -154540.776397
  nChanged 15
		SP:Iteration 29Q (1706.520000 sec): 3 clusters
  Score: Raw -156973.910524 + Penalty 2421.653548 = -154552.256976
  nChanged 15
		SP:Iteration 30Q (1706.530000 sec): 3 clusters
  Score: Raw -156988.262344 + Penalty 2421.653548 = -154566.608796
  nChanged 16
		SP:Iteration 31Q (1706.530000 sec): 3 clusters
  Score: Raw -157001.691508 + Penalty 2421.653548 = -154580.037960
  nChanged 16
		SP:Iteration 32Q (1706.540000 sec): 3 clusters
  Score: Raw -157015.808915 + Penalty 2421.653548 = -154594.155368
  nChanged 18
		SP:Iteration 33Q (1706.540000 sec): 3 clusters
  Score: Raw -157028.118268 + Penalty 2421.653548 = -154606.464721
  nChanged 17
		SP:Iteration 34Q (1706.540000 sec): 3 clusters
  Score: Raw -157039.905318 + Penalty 2421.653548 = -154618.251770
  nChanged 11
		SP:Iteration 35Q (1706.550000 sec): 3 clusters
  Score: Raw -157046.805012 + Penalty 2421.653548 = -154625.151465
  nChanged 7
		SP:Iteration 36Q (1706.550000 sec): 3 clusters
  Score: Raw -157050.335709 + Penalty 2421.653548 = -154628.682162
  nChanged 7
		SP:Iteration 37Q (1706.560000 sec): 3 clusters
  Score: Raw -157053.939720 + Penalty 2421.653548 = -154632.286173
  nChanged 6
		SP:Iteration 38Q (1706.560000 sec): 3 clusters
  Score: Raw -157056.758640 + Penalty 2421.653548 = -154635.105093
  nChanged 8
		SP:Iteration 39Q (1706.560000 sec): 3 clusters
  Score: Raw -157060.337241 + Penalty 2421.653548 = -154638.683694
  nChanged 9
		SP:Iteration 40F (1706.570000 sec): 3 clusters
  Score: Raw -157066.243362 + Penalty 2421.653548 = -154644.589815
  nChanged 5
		SP:Iteration 41Q (1706.570000 sec): 3 clusters
  Score: Raw -157069.638331 + Penalty 2421.653548 = -154647.984783
  nChanged 4
		SP:Iteration 42Q (1706.580000 sec): 3 clusters
  Score: Raw -157072.689103 + Penalty 2421.653548 = -154651.035555
  nChanged 7
		SP:Iteration 43Q (1706.580000 sec): 3 clusters
  Score: Raw -157075.786883 + Penalty 2421.653548 = -154654.133335
  nChanged 6
		SP:Iteration 44Q (1706.580000 sec): 3 clusters
  Score: Raw -157077.904646 + Penalty 2421.653548 = -154656.251098
  nChanged 5
		SP:Iteration 45Q (1706.590000 sec): 3 clusters
  Score: Raw -157081.551296 + Penalty 2421.653548 = -154659.897749
  nChanged 4
		SP:Iteration 46Q (1706.590000 sec): 3 clusters
  Score: Raw -157083.317036 + Penalty 2421.653548 = -154661.663488
  nChanged 1
		SP:Iteration 47Q (1706.600000 sec): 3 clusters
  Score: Raw -157083.791885 + Penalty 2421.653548 = -154662.138337
  nChanged 1
		SP:Iteration 48Q (1706.600000 sec): 3 clusters
  Score: Raw -157084.230727 + Penalty 2421.653548 = -154662.577179
  nChanged 1
		SP:Iteration 49Q (1706.600000 sec): 3 clusters
  Score: Raw -157084.988925 + Penalty 2421.653548 = -154663.335377
  nChanged 1
		SP:Iteration 50Q (1706.610000 sec): 3 clusters
  Score: Raw -157085.520400 + Penalty 2421.653548 = -154663.866852
  nChanged 2
		SP:Iteration 51Q (1706.610000 sec): 3 clusters
  Score: Raw -157086.428024 + Penalty 2421.653548 = -154664.774477
  nChanged 3
		SP:Iteration 52Q (1706.620000 sec): 3 clusters
  Score: Raw -157088.045400 + Penalty 2421.653548 = -154666.391853
  nChanged 4
		SP:Iteration 53Q (1706.620000 sec): 3 clusters
  Score: Raw -157089.635039 + Penalty 2421.653548 = -154667.981491
  nChanged 2
		SP:Iteration 54Q (1706.630000 sec): 3 clusters
  Score: Raw -157091.301435 + Penalty 2421.653548 = -154669.647887
  nChanged 3
		SP:Iteration 55Q (1706.630000 sec): 3 clusters
  Score: Raw -157092.706714 + Penalty 2421.653548 = -154671.053166
  nChanged 0
		SP:Iteration 56F (1706.640000 sec): 3 clusters
  Score: Raw -157092.706714 + Penalty 2421.653548 = -154671.053166
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 56 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1706.640000 sec): 2 clusters
  Score: Raw -136315.149906 + Penalty 1166.513641 = -135148.636265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1706.640000 sec): 3 clusters
  Score: Raw -135822.134781 + Penalty 2333.027282 = -133489.107498
  nChanged 406
		SP:Iteration 1F (1706.650000 sec): 3 clusters
  Score: Raw -136156.694806 + Penalty 2333.027282 = -133823.667524
  nChanged 111
		SP:Iteration 2F (1706.650000 sec): 3 clusters
  Score: Raw -136251.999769 + Penalty 2333.027282 = -133918.972487
  nChanged 49
		SP:Iteration 3Q (1706.660000 sec): 3 clusters
  Score: Raw -136299.569403 + Penalty 2333.027282 = -133966.542121
  nChanged 39
		SP:Iteration 4Q (1706.660000 sec): 3 clusters
  Score: Raw -136333.186446 + Penalty 2333.027282 = -134000.159164
  nChanged 15
		SP:Iteration 5Q (1706.660000 sec): 3 clusters
  Score: Raw -136346.846278 + Penalty 2333.027282 = -134013.818996
  nChanged 18
		SP:Iteration 6Q (1706.660000 sec): 3 clusters
  Score: Raw -136360.187555 + Penalty 2333.027282 = -134027.160273
  nChanged 11
		SP:Iteration 7Q (1706.670000 sec): 3 clusters
  Score: Raw -136367.974309 + Penalty 2333.027282 = -134034.947026
  nChanged 8
		SP:Iteration 8Q (1706.670000 sec): 3 clusters
  Score: Raw -136372.926662 + Penalty 2333.027282 = -134039.899380
  nChanged 10
		SP:Iteration 9Q (1706.680000 sec): 3 clusters
  Score: Raw -136378.995486 + Penalty 2333.027282 = -134045.968204
  nChanged 2
		SP:Iteration 10Q (1706.680000 sec): 3 clusters
  Score: Raw -136380.172468 + Penalty 2333.027282 = -134047.145185
  nChanged 0
		SP:Iteration 11F (1706.680000 sec): 3 clusters
  Score: Raw -136380.172468 + Penalty 2333.027282 = -134047.145185
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 57 (3661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1706.700000 sec): 2 clusters
  Score: Raw -281700.933911 + Penalty 1333.392387 = -280367.541524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1706.700000 sec): 3 clusters
  Score: Raw -280027.270458 + Penalty 2666.784774 = -277360.485684
  nChanged 1488
		SP:Iteration 1F (1706.720000 sec): 3 clusters
  Score: Raw -281358.652518 + Penalty 2666.784774 = -278691.867743
  nChanged 374
		SP:Iteration 2F (1706.720000 sec): 3 clusters
  Score: Raw -281765.128735 + Penalty 2666.784774 = -279098.343961
  nChanged 276
		SP:Iteration 3F (1706.730000 sec): 3 clusters
  Score: Raw -282009.134511 + Penalty 2666.784774 = -279342.349736
  nChanged 190
		SP:Iteration 4F (1706.740000 sec): 3 clusters
  Score: Raw -282173.926909 + Penalty 2666.784774 = -279507.142134
  nChanged 151
		SP:Iteration 5Q (1706.750000 sec): 3 clusters
  Score: Raw -282307.523148 + Penalty 2666.784774 = -279640.738373
  nChanged 140
		SP:Iteration 6Q (1706.760000 sec): 3 clusters
  Score: Raw -282430.655300 + Penalty 2666.784774 = -279763.870525
  nChanged 108
		SP:Iteration 7Q (1706.770000 sec): 3 clusters
  Score: Raw -282513.924586 + Penalty 2666.784774 = -279847.139812
  nChanged 99
		SP:Iteration 8Q (1706.780000 sec): 3 clusters
  Score: Raw -282571.151868 + Penalty 2666.784774 = -279904.367094
  nChanged 67
		SP:Iteration 9Q (1706.790000 sec): 3 clusters
  Score: Raw -282610.291139 + Penalty 2666.784774 = -279943.506365
  nChanged 65
		SP:Iteration 10Q (1706.800000 sec): 3 clusters
  Score: Raw -282647.937943 + Penalty 2666.784774 = -279981.153168
  nChanged 47
		SP:Iteration 11Q (1706.800000 sec): 3 clusters
  Score: Raw -282671.057389 + Penalty 2666.784774 = -280004.272615
  nChanged 31
		SP:Iteration 12Q (1706.810000 sec): 3 clusters
  Score: Raw -282686.063725 + Penalty 2666.784774 = -280019.278950
  nChanged 32
		SP:Iteration 13Q (1706.820000 sec): 3 clusters
  Score: Raw -282701.088201 + Penalty 2666.784774 = -280034.303427
  nChanged 21
		SP:Iteration 14Q (1706.830000 sec): 3 clusters
  Score: Raw -282712.858162 + Penalty 2666.784774 = -280046.073388
  nChanged 22
		SP:Iteration 15Q (1706.840000 sec): 3 clusters
  Score: Raw -282720.263618 + Penalty 2666.784774 = -280053.478844
  nChanged 14
		SP:Iteration 16Q (1706.850000 sec): 3 clusters
  Score: Raw -282724.154111 + Penalty 2666.784774 = -280057.369337
  nChanged 7
		SP:Iteration 17Q (1706.860000 sec): 3 clusters
  Score: Raw -282726.959937 + Penalty 2666.784774 = -280060.175163
  nChanged 10
		SP:Iteration 18Q (1706.860000 sec): 3 clusters
  Score: Raw -282729.324289 + Penalty 2666.784774 = -280062.539515
  nChanged 7
		SP:Iteration 19Q (1706.870000 sec): 3 clusters
  Score: Raw -282730.924348 + Penalty 2666.784774 = -280064.139574
  nChanged 9
		SP:Iteration 20F (1706.880000 sec): 3 clusters
  Score: Raw -282733.544391 + Penalty 2666.784774 = -280066.759617
  nChanged 7
		SP:Iteration 21Q (1706.890000 sec): 3 clusters
  Score: Raw -282734.985753 + Penalty 2666.784774 = -280068.200978
  nChanged 4
		SP:Iteration 22Q (1706.900000 sec): 3 clusters
  Score: Raw -282736.197288 + Penalty 2666.784774 = -280069.412514
  nChanged 3
		SP:Iteration 23Q (1706.910000 sec): 3 clusters
  Score: Raw -282737.711241 + Penalty 2666.784774 = -280070.926467
  nChanged 4
		SP:Iteration 24Q (1706.920000 sec): 3 clusters
  Score: Raw -282738.824480 + Penalty 2666.784774 = -280072.039706
  nChanged 5
		SP:Iteration 25Q (1706.930000 sec): 3 clusters
  Score: Raw -282739.725919 + Penalty 2666.784774 = -280072.941145
  nChanged 3
		SP:Iteration 26Q (1706.940000 sec): 3 clusters
  Score: Raw -282740.330108 + Penalty 2666.784774 = -280073.545334
  nChanged 2
		SP:Iteration 27Q (1706.940000 sec): 3 clusters
  Score: Raw -282740.662444 + Penalty 2666.784774 = -280073.877669
  nChanged 0
		SP:Iteration 28F (1706.950000 sec): 3 clusters
  Score: Raw -282740.662444 + Penalty 2666.784774 = -280073.877669
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 58 (1749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1706.960000 sec): 2 clusters
  Score: Raw -175070.199762 + Penalty 1213.354915 = -173856.844847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1706.970000 sec): 3 clusters
  Score: Raw -174365.329155 + Penalty 2426.709829 = -171938.619325
  nChanged 581
		SP:Iteration 1F (1706.970000 sec): 3 clusters
  Score: Raw -174753.418404 + Penalty 2426.709829 = -172326.708575
  nChanged 135
		SP:Iteration 2F (1706.980000 sec): 3 clusters
  Score: Raw -174841.539189 + Penalty 2426.709829 = -172414.829360
  nChanged 71
		SP:Iteration 3Q (1706.980000 sec): 3 clusters
  Score: Raw -174891.954675 + Penalty 2426.709829 = -172465.244845
  nChanged 56
		SP:Iteration 4Q (1706.980000 sec): 3 clusters
  Score: Raw -174930.905979 + Penalty 2426.709829 = -172504.196150
  nChanged 41
		SP:Iteration 5Q (1706.990000 sec): 3 clusters
  Score: Raw -174954.292254 + Penalty 2426.709829 = -172527.582425
  nChanged 30
		SP:Iteration 6Q (1707.000000 sec): 3 clusters
  Score: Raw -174971.925074 + Penalty 2426.709829 = -172545.215244
  nChanged 18
		SP:Iteration 7Q (1707.000000 sec): 3 clusters
  Score: Raw -174981.692524 + Penalty 2426.709829 = -172554.982695
  nChanged 15
		SP:Iteration 8Q (1707.010000 sec): 3 clusters
  Score: Raw -174988.242528 + Penalty 2426.709829 = -172561.532699
  nChanged 11
		SP:Iteration 9Q (1707.010000 sec): 3 clusters
  Score: Raw -174992.610571 + Penalty 2426.709829 = -172565.900741
  nChanged 9
		SP:Iteration 10Q (1707.020000 sec): 3 clusters
  Score: Raw -175000.546798 + Penalty 2426.709829 = -172573.836969
  nChanged 12
		SP:Iteration 11Q (1707.020000 sec): 3 clusters
  Score: Raw -175006.445988 + Penalty 2426.709829 = -172579.736159
  nChanged 9
		SP:Iteration 12Q (1707.030000 sec): 3 clusters
  Score: Raw -175011.522546 + Penalty 2426.709829 = -172584.812717
  nChanged 11
		SP:Iteration 13Q (1707.030000 sec): 3 clusters
  Score: Raw -175014.748170 + Penalty 2426.709829 = -172588.038340
  nChanged 6
		SP:Iteration 14Q (1707.030000 sec): 3 clusters
  Score: Raw -175016.842905 + Penalty 2426.709829 = -172590.133076
  nChanged 8
		SP:Iteration 15Q (1707.040000 sec): 3 clusters
  Score: Raw -175020.588845 + Penalty 2426.709829 = -172593.879015
  nChanged 8
		SP:Iteration 16Q (1707.040000 sec): 3 clusters
  Score: Raw -175025.349024 + Penalty 2426.709829 = -172598.639195
  nChanged 8
		SP:Iteration 17Q (1707.050000 sec): 3 clusters
  Score: Raw -175029.024833 + Penalty 2426.709829 = -172602.315004
  nChanged 1
		SP:Iteration 18Q (1707.050000 sec): 3 clusters
  Score: Raw -175029.163225 + Penalty 2426.709829 = -172602.453396
  nChanged 0
		SP:Iteration 19F (1707.060000 sec): 3 clusters
  Score: Raw -175029.163225 + Penalty 2426.709829 = -172602.453396
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 59 (2431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1707.070000 sec): 2 clusters
  Score: Raw -258458.709779 + Penalty 1266.859421 = -257191.850358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1707.070000 sec): 3 clusters
  Score: Raw -257371.258471 + Penalty 2533.718842 = -254837.539630
  nChanged 874
		SP:Iteration 1F (1707.080000 sec): 3 clusters
  Score: Raw -257870.674728 + Penalty 2533.718842 = -255336.955886
  nChanged 166
		SP:Iteration 2F (1707.090000 sec): 3 clusters
  Score: Raw -257977.975414 + Penalty 2533.718842 = -255444.256572
  nChanged 98
		SP:Iteration 3Q (1707.090000 sec): 3 clusters
  Score: Raw -258037.126964 + Penalty 2533.718842 = -255503.408122
  nChanged 82
		SP:Iteration 4Q (1707.100000 sec): 3 clusters
  Score: Raw -258085.458531 + Penalty 2533.718842 = -255551.739689
  nChanged 51
		SP:Iteration 5Q (1707.100000 sec): 3 clusters
  Score: Raw -258108.686314 + Penalty 2533.718842 = -255574.967473
  nChanged 42
		SP:Iteration 6Q (1707.110000 sec): 3 clusters
  Score: Raw -258123.609133 + Penalty 2533.718842 = -255589.890292
  nChanged 18
		SP:Iteration 7Q (1707.110000 sec): 3 clusters
  Score: Raw -258132.271160 + Penalty 2533.718842 = -255598.552319
  nChanged 26
		SP:Iteration 8Q (1707.120000 sec): 3 clusters
  Score: Raw -258144.715859 + Penalty 2533.718842 = -255610.997018
  nChanged 26
		SP:Iteration 9Q (1707.130000 sec): 3 clusters
  Score: Raw -258157.496358 + Penalty 2533.718842 = -255623.777517
  nChanged 22
		SP:Iteration 10Q (1707.130000 sec): 3 clusters
  Score: Raw -258168.030809 + Penalty 2533.718842 = -255634.311968
  nChanged 29
		SP:Iteration 11Q (1707.140000 sec): 3 clusters
  Score: Raw -258185.873105 + Penalty 2533.718842 = -255652.154264
  nChanged 39
		SP:Iteration 12Q (1707.150000 sec): 3 clusters
  Score: Raw -258208.442717 + Penalty 2533.718842 = -255674.723875
  nChanged 37
		SP:Iteration 13Q (1707.150000 sec): 3 clusters
  Score: Raw -258227.013832 + Penalty 2533.718842 = -255693.294990
  nChanged 34
		SP:Iteration 14Q (1707.160000 sec): 3 clusters
  Score: Raw -258243.879909 + Penalty 2533.718842 = -255710.161067
  nChanged 22
		SP:Iteration 15Q (1707.160000 sec): 3 clusters
  Score: Raw -258254.187730 + Penalty 2533.718842 = -255720.468889
  nChanged 25
		SP:Iteration 16Q (1707.170000 sec): 3 clusters
  Score: Raw -258264.511688 + Penalty 2533.718842 = -255730.792847
  nChanged 23
		SP:Iteration 17Q (1707.170000 sec): 3 clusters
  Score: Raw -258271.382892 + Penalty 2533.718842 = -255737.664050
  nChanged 20
		SP:Iteration 18Q (1707.180000 sec): 3 clusters
  Score: Raw -258279.845692 + Penalty 2533.718842 = -255746.126850
  nChanged 18
		SP:Iteration 19Q (1707.190000 sec): 3 clusters
  Score: Raw -258287.494834 + Penalty 2533.718842 = -255753.775992
  nChanged 16
		SP:Iteration 20F (1707.190000 sec): 3 clusters
  Score: Raw -258295.564900 + Penalty 2533.718842 = -255761.846058
  nChanged 23
		SP:Iteration 21Q (1707.200000 sec): 3 clusters
  Score: Raw -258306.938331 + Penalty 2533.718842 = -255773.219490
  nChanged 26
		SP:Iteration 22Q (1707.210000 sec): 3 clusters
  Score: Raw -258323.385703 + Penalty 2533.718842 = -255789.666861
  nChanged 33
		SP:Iteration 23Q (1707.210000 sec): 3 clusters
  Score: Raw -258341.192403 + Penalty 2533.718842 = -255807.473561
  nChanged 31
		SP:Iteration 24Q (1707.220000 sec): 3 clusters
  Score: Raw -258360.400041 + Penalty 2533.718842 = -255826.681200
  nChanged 37
		SP:Iteration 25Q (1707.220000 sec): 3 clusters
  Score: Raw -258384.870528 + Penalty 2533.718842 = -255851.151686
  nChanged 43
		SP:Iteration 26Q (1707.230000 sec): 3 clusters
  Score: Raw -258417.868701 + Penalty 2533.718842 = -255884.149860
  nChanged 46
		SP:Iteration 27Q (1707.230000 sec): 3 clusters
  Score: Raw -258456.204094 + Penalty 2533.718842 = -255922.485252
  nChanged 33
		SP:Iteration 28Q (1707.240000 sec): 3 clusters
  Score: Raw -258478.777808 + Penalty 2533.718842 = -255945.058966
  nChanged 20
		SP:Iteration 29Q (1707.250000 sec): 3 clusters
  Score: Raw -258496.914512 + Penalty 2533.718842 = -255963.195670
  nChanged 24
		SP:Iteration 30Q (1707.250000 sec): 3 clusters
  Score: Raw -258516.709623 + Penalty 2533.718842 = -255982.990781
  nChanged 23
		SP:Iteration 31Q (1707.260000 sec): 3 clusters
  Score: Raw -258532.072093 + Penalty 2533.718842 = -255998.353252
  nChanged 10
		SP:Iteration 32Q (1707.270000 sec): 3 clusters
  Score: Raw -258537.498117 + Penalty 2533.718842 = -256003.779276
  nChanged 11
		SP:Iteration 33Q (1707.270000 sec): 3 clusters
  Score: Raw -258542.092500 + Penalty 2533.718842 = -256008.373659
  nChanged 3
		SP:Iteration 34Q (1707.280000 sec): 3 clusters
  Score: Raw -258542.955778 + Penalty 2533.718842 = -256009.236936
  nChanged 2
		SP:Iteration 35Q (1707.280000 sec): 3 clusters
  Score: Raw -258543.478335 + Penalty 2533.718842 = -256009.759493
  nChanged 2
		SP:Iteration 36Q (1707.290000 sec): 3 clusters
  Score: Raw -258544.221676 + Penalty 2533.718842 = -256010.502834
  nChanged 0
		SP:Iteration 37F (1707.290000 sec): 3 clusters
  Score: Raw -258544.221676 + Penalty 2533.718842 = -256010.502834
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 60 (2917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1707.310000 sec): 2 clusters
  Score: Raw -263166.283148 + Penalty 1296.475533 = -261869.807616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1707.310000 sec): 3 clusters
  Score: Raw -261809.236584 + Penalty 2592.951065 = -259216.285519
  nChanged 1118
		SP:Iteration 1F (1707.320000 sec): 3 clusters
  Score: Raw -262608.717196 + Penalty 2592.951065 = -260015.766131
  nChanged 271
		SP:Iteration 2F (1707.330000 sec): 3 clusters
  Score: Raw -262913.258558 + Penalty 2592.951065 = -260320.307493
  nChanged 242
		SP:Iteration 3F (1707.330000 sec): 3 clusters
  Score: Raw -263144.012455 + Penalty 2592.951065 = -260551.061390
  nChanged 180
		SP:Iteration 4F (1707.340000 sec): 3 clusters
  Score: Raw -263327.407923 + Penalty 2592.951065 = -260734.456858
  nChanged 170
		SP:Iteration 5F (1707.350000 sec): 3 clusters
  Score: Raw -263489.609268 + Penalty 2592.951065 = -260896.658203
  nChanged 146
		SP:Iteration 6F (1707.360000 sec): 3 clusters
  Score: Raw -263604.466488 + Penalty 2592.951065 = -261011.515423
  nChanged 118
		SP:Iteration 7Q (1707.370000 sec): 3 clusters
  Score: Raw -263695.294440 + Penalty 2592.951065 = -261102.343375
  nChanged 79
		SP:Iteration 8Q (1707.370000 sec): 3 clusters
  Score: Raw -263752.037375 + Penalty 2592.951065 = -261159.086310
  nChanged 80
		SP:Iteration 9Q (1707.380000 sec): 3 clusters
  Score: Raw -263814.242631 + Penalty 2592.951065 = -261221.291566
  nChanged 65
		SP:Iteration 10Q (1707.390000 sec): 3 clusters
  Score: Raw -263872.392171 + Penalty 2592.951065 = -261279.441106
  nChanged 70
		SP:Iteration 11Q (1707.390000 sec): 3 clusters
  Score: Raw -263924.266913 + Penalty 2592.951065 = -261331.315848
  nChanged 53
		SP:Iteration 12Q (1707.400000 sec): 3 clusters
  Score: Raw -263961.377670 + Penalty 2592.951065 = -261368.426604
  nChanged 40
		SP:Iteration 13Q (1707.410000 sec): 3 clusters
  Score: Raw -263993.456974 + Penalty 2592.951065 = -261400.505908
  nChanged 33
		SP:Iteration 14Q (1707.410000 sec): 3 clusters
  Score: Raw -264014.794924 + Penalty 2592.951065 = -261421.843859
  nChanged 29
		SP:Iteration 15Q (1707.420000 sec): 3 clusters
  Score: Raw -264031.366756 + Penalty 2592.951065 = -261438.415690
  nChanged 22
		SP:Iteration 16Q (1707.430000 sec): 3 clusters
  Score: Raw -264043.729308 + Penalty 2592.951065 = -261450.778243
  nChanged 24
		SP:Iteration 17Q (1707.430000 sec): 3 clusters
  Score: Raw -264056.784114 + Penalty 2592.951065 = -261463.833049
  nChanged 17
		SP:Iteration 18Q (1707.440000 sec): 3 clusters
  Score: Raw -264064.389786 + Penalty 2592.951065 = -261471.438720
  nChanged 13
		SP:Iteration 19Q (1707.450000 sec): 3 clusters
  Score: Raw -264070.870874 + Penalty 2592.951065 = -261477.919808
  nChanged 17
		SP:Iteration 20F (1707.450000 sec): 3 clusters
  Score: Raw -264078.805817 + Penalty 2592.951065 = -261485.854752
  nChanged 14
		SP:Iteration 21Q (1707.460000 sec): 3 clusters
  Score: Raw -264086.498511 + Penalty 2592.951065 = -261493.547445
  nChanged 23
		SP:Iteration 22Q (1707.470000 sec): 3 clusters
  Score: Raw -264102.387158 + Penalty 2592.951065 = -261509.436093
  nChanged 19
		SP:Iteration 23Q (1707.480000 sec): 3 clusters
  Score: Raw -264110.304874 + Penalty 2592.951065 = -261517.353809
  nChanged 13
		SP:Iteration 24Q (1707.480000 sec): 3 clusters
  Score: Raw -264117.471017 + Penalty 2592.951065 = -261524.519952
  nChanged 9
		SP:Iteration 25Q (1707.490000 sec): 3 clusters
  Score: Raw -264120.416574 + Penalty 2592.951065 = -261527.465508
  nChanged 10
		SP:Iteration 26Q (1707.500000 sec): 3 clusters
  Score: Raw -264125.638531 + Penalty 2592.951065 = -261532.687466
  nChanged 10
		SP:Iteration 27Q (1707.510000 sec): 3 clusters
  Score: Raw -264128.502816 + Penalty 2592.951065 = -261535.551751
  nChanged 10
		SP:Iteration 28Q (1707.510000 sec): 3 clusters
  Score: Raw -264132.713931 + Penalty 2592.951065 = -261539.762866
  nChanged 10
		SP:Iteration 29Q (1707.520000 sec): 3 clusters
  Score: Raw -264136.472574 + Penalty 2592.951065 = -261543.521509
  nChanged 5
		SP:Iteration 30Q (1707.530000 sec): 3 clusters
  Score: Raw -264137.986450 + Penalty 2592.951065 = -261545.035384
  nChanged 4
		SP:Iteration 31Q (1707.530000 sec): 3 clusters
  Score: Raw -264140.242435 + Penalty 2592.951065 = -261547.291370
  nChanged 7
		SP:Iteration 32Q (1707.540000 sec): 3 clusters
  Score: Raw -264143.252463 + Penalty 2592.951065 = -261550.301397
  nChanged 8
		SP:Iteration 33Q (1707.550000 sec): 3 clusters
  Score: Raw -264146.132222 + Penalty 2592.951065 = -261553.181157
  nChanged 4
		SP:Iteration 34Q (1707.550000 sec): 3 clusters
  Score: Raw -264148.113465 + Penalty 2592.951065 = -261555.162400
  nChanged 8
		SP:Iteration 35Q (1707.560000 sec): 3 clusters
  Score: Raw -264150.124230 + Penalty 2592.951065 = -261557.173164
  nChanged 3
		SP:Iteration 36Q (1707.570000 sec): 3 clusters
  Score: Raw -264150.995662 + Penalty 2592.951065 = -261558.044597
  nChanged 2
		SP:Iteration 37Q (1707.570000 sec): 3 clusters
  Score: Raw -264151.356775 + Penalty 2592.951065 = -261558.405710
  nChanged 3
		SP:Iteration 38Q (1707.580000 sec): 3 clusters
  Score: Raw -264151.828282 + Penalty 2592.951065 = -261558.877217
  nChanged 2
		SP:Iteration 39Q (1707.590000 sec): 3 clusters
  Score: Raw -264152.683344 + Penalty 2592.951065 = -261559.732279
  nChanged 2
		SP:Iteration 40F (1707.590000 sec): 3 clusters
  Score: Raw -264153.613873 + Penalty 2592.951065 = -261560.662808
  nChanged 2
		SP:Iteration 41Q (1707.600000 sec): 3 clusters
  Score: Raw -264153.950294 + Penalty 2592.951065 = -261560.999229
  nChanged 0
		SP:Iteration 42F (1707.610000 sec): 3 clusters
  Score: Raw -264153.950294 + Penalty 2592.951065 = -261560.999229
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 61 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1707.630000 sec): 2 clusters
  Score: Raw -493325.007774 + Penalty 1385.145154 = -491939.862620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1707.640000 sec): 3 clusters
  Score: Raw -490753.428186 + Penalty 2770.290307 = -487983.137879
  nChanged 1992
		SP:Iteration 1F (1707.650000 sec): 3 clusters
  Score: Raw -491797.482853 + Penalty 2770.290307 = -489027.192546
  nChanged 344
		SP:Iteration 2F (1707.670000 sec): 3 clusters
  Score: Raw -491975.799321 + Penalty 2770.290307 = -489205.509013
  nChanged 258
		SP:Iteration 3F (1707.680000 sec): 3 clusters
  Score: Raw -492127.192388 + Penalty 2770.290307 = -489356.902081
  nChanged 259
		SP:Iteration 4F (1707.700000 sec): 3 clusters
  Score: Raw -492302.518514 + Penalty 2770.290307 = -489532.228207
  nChanged 267
		SP:Iteration 5F (1707.710000 sec): 3 clusters
  Score: Raw -492478.540209 + Penalty 2770.290307 = -489708.249902
  nChanged 254
		SP:Iteration 6F (1707.720000 sec): 3 clusters
  Score: Raw -492656.855234 + Penalty 2770.290307 = -489886.564927
  nChanged 224
		SP:Iteration 7Q (1707.730000 sec): 3 clusters
  Score: Raw -492806.744827 + Penalty 2770.290307 = -490036.454520
  nChanged 197
		SP:Iteration 8Q (1707.750000 sec): 3 clusters
  Score: Raw -492945.052332 + Penalty 2770.290307 = -490174.762025
  nChanged 187
		SP:Iteration 9Q (1707.760000 sec): 3 clusters
  Score: Raw -493085.545003 + Penalty 2770.290307 = -490315.254696
  nChanged 161
		SP:Iteration 10Q (1707.770000 sec): 3 clusters
  Score: Raw -493222.321430 + Penalty 2770.290307 = -490452.031123
  nChanged 132
		SP:Iteration 11Q (1707.780000 sec): 3 clusters
  Score: Raw -493329.853552 + Penalty 2770.290307 = -490559.563245
  nChanged 109
		SP:Iteration 12Q (1707.800000 sec): 3 clusters
  Score: Raw -493411.838890 + Penalty 2770.290307 = -490641.548583
  nChanged 87
		SP:Iteration 13Q (1707.810000 sec): 3 clusters
  Score: Raw -493472.876829 + Penalty 2770.290307 = -490702.586522
  nChanged 59
		SP:Iteration 14Q (1707.820000 sec): 3 clusters
  Score: Raw -493510.461967 + Penalty 2770.290307 = -490740.171660
  nChanged 35
		SP:Iteration 15Q (1707.830000 sec): 3 clusters
  Score: Raw -493528.996370 + Penalty 2770.290307 = -490758.706063
  nChanged 31
		SP:Iteration 16Q (1707.850000 sec): 3 clusters
  Score: Raw -493542.883077 + Penalty 2770.290307 = -490772.592769
  nChanged 17
		SP:Iteration 17Q (1707.860000 sec): 3 clusters
  Score: Raw -493549.753247 + Penalty 2770.290307 = -490779.462940
  nChanged 12
		SP:Iteration 18Q (1707.870000 sec): 3 clusters
  Score: Raw -493553.852906 + Penalty 2770.290307 = -490783.562599
  nChanged 11
		SP:Iteration 19Q (1707.880000 sec): 3 clusters
  Score: Raw -493559.788861 + Penalty 2770.290307 = -490789.498554
  nChanged 11
		SP:Iteration 20F (1707.890000 sec): 3 clusters
  Score: Raw -493563.509477 + Penalty 2770.290307 = -490793.219170
  nChanged 6
		SP:Iteration 21Q (1707.910000 sec): 3 clusters
  Score: Raw -493565.451263 + Penalty 2770.290307 = -490795.160956
  nChanged 6
		SP:Iteration 22Q (1707.920000 sec): 3 clusters
  Score: Raw -493567.865547 + Penalty 2770.290307 = -490797.575239
  nChanged 2
		SP:Iteration 23Q (1707.930000 sec): 3 clusters
  Score: Raw -493568.254974 + Penalty 2770.290307 = -490797.964667
  nChanged 2
		SP:Iteration 24Q (1707.940000 sec): 3 clusters
  Score: Raw -493569.340022 + Penalty 2770.290307 = -490799.049715
  nChanged 4
		SP:Iteration 25Q (1707.950000 sec): 3 clusters
  Score: Raw -493570.343124 + Penalty 2770.290307 = -490800.052817
  nChanged 2
		SP:Iteration 26Q (1707.960000 sec): 3 clusters
  Score: Raw -493571.210969 + Penalty 2770.290307 = -490800.920661
  nChanged 1
		SP:Iteration 27Q (1707.970000 sec): 3 clusters
  Score: Raw -493571.338039 + Penalty 2770.290307 = -490801.047731
  nChanged 0
		SP:Iteration 28F (1707.990000 sec): 3 clusters
  Score: Raw -493571.338039 + Penalty 2770.290307 = -490801.047731
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 62 (2588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1708.000000 sec): 2 clusters
  Score: Raw -241230.793824 + Penalty 1277.029107 = -239953.764718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1708.010000 sec): 3 clusters
  Score: Raw -240038.517881 + Penalty 2554.058213 = -237484.459668
  nChanged 969
		SP:Iteration 1F (1708.010000 sec): 3 clusters
  Score: Raw -240636.847652 + Penalty 2554.058213 = -238082.789439
  nChanged 219
		SP:Iteration 2F (1708.020000 sec): 3 clusters
  Score: Raw -240825.658147 + Penalty 2554.058213 = -238271.599934
  nChanged 173
		SP:Iteration 3F (1708.030000 sec): 3 clusters
  Score: Raw -240989.859370 + Penalty 2554.058213 = -238435.801157
  nChanged 161
		SP:Iteration 4F (1708.030000 sec): 3 clusters
  Score: Raw -241154.376877 + Penalty 2554.058213 = -238600.318664
  nChanged 129
		SP:Iteration 5Q (1708.040000 sec): 3 clusters
  Score: Raw -241306.598590 + Penalty 2554.058213 = -238752.540377
  nChanged 124
		SP:Iteration 6Q (1708.050000 sec): 3 clusters
  Score: Raw -241456.077156 + Penalty 2554.058213 = -238902.018943
  nChanged 119
		SP:Iteration 7Q (1708.050000 sec): 3 clusters
  Score: Raw -241593.058778 + Penalty 2554.058213 = -239039.000565
  nChanged 97
		SP:Iteration 8Q (1708.060000 sec): 3 clusters
  Score: Raw -241685.521787 + Penalty 2554.058213 = -239131.463574
  nChanged 76
		SP:Iteration 9Q (1708.070000 sec): 3 clusters
  Score: Raw -241758.957469 + Penalty 2554.058213 = -239204.899256
  nChanged 73
		SP:Iteration 10Q (1708.070000 sec): 3 clusters
  Score: Raw -241831.825252 + Penalty 2554.058213 = -239277.767039
  nChanged 65
		SP:Iteration 11Q (1708.080000 sec): 3 clusters
  Score: Raw -241890.115844 + Penalty 2554.058213 = -239336.057630
  nChanged 56
		SP:Iteration 12Q (1708.080000 sec): 3 clusters
  Score: Raw -241936.038605 + Penalty 2554.058213 = -239381.980392
  nChanged 46
		SP:Iteration 13Q (1708.090000 sec): 3 clusters
  Score: Raw -241971.139961 + Penalty 2554.058213 = -239417.081748
  nChanged 43
		SP:Iteration 14Q (1708.090000 sec): 3 clusters
  Score: Raw -242002.164484 + Penalty 2554.058213 = -239448.106271
  nChanged 28
		SP:Iteration 15Q (1708.100000 sec): 3 clusters
  Score: Raw -242026.155849 + Penalty 2554.058213 = -239472.097636
  nChanged 27
		SP:Iteration 16Q (1708.110000 sec): 3 clusters
  Score: Raw -242046.635073 + Penalty 2554.058213 = -239492.576860
  nChanged 29
		SP:Iteration 17Q (1708.110000 sec): 3 clusters
  Score: Raw -242064.893934 + Penalty 2554.058213 = -239510.835721
  nChanged 25
		SP:Iteration 18Q (1708.120000 sec): 3 clusters
  Score: Raw -242078.983101 + Penalty 2554.058213 = -239524.924888
  nChanged 22
		SP:Iteration 19Q (1708.130000 sec): 3 clusters
  Score: Raw -242091.794476 + Penalty 2554.058213 = -239537.736263
  nChanged 16
		SP:Iteration 20F (1708.130000 sec): 3 clusters
  Score: Raw -242101.087367 + Penalty 2554.058213 = -239547.029154
  nChanged 13
		SP:Iteration 21Q (1708.140000 sec): 3 clusters
  Score: Raw -242107.001673 + Penalty 2554.058213 = -239552.943460
  nChanged 18
		SP:Iteration 22Q (1708.140000 sec): 3 clusters
  Score: Raw -242115.465652 + Penalty 2554.058213 = -239561.407439
  nChanged 24
		SP:Iteration 23Q (1708.150000 sec): 3 clusters
  Score: Raw -242128.905568 + Penalty 2554.058213 = -239574.847355
  nChanged 24
		SP:Iteration 24Q (1708.150000 sec): 3 clusters
  Score: Raw -242146.550041 + Penalty 2554.058213 = -239592.491828
  nChanged 24
		SP:Iteration 25Q (1708.160000 sec): 3 clusters
  Score: Raw -242157.854261 + Penalty 2554.058213 = -239603.796048
  nChanged 15
		SP:Iteration 26Q (1708.170000 sec): 3 clusters
  Score: Raw -242162.491579 + Penalty 2554.058213 = -239608.433366
  nChanged 9
		SP:Iteration 27Q (1708.170000 sec): 3 clusters
  Score: Raw -242166.809208 + Penalty 2554.058213 = -239612.750995
  nChanged 14
		SP:Iteration 28Q (1708.180000 sec): 3 clusters
  Score: Raw -242175.678226 + Penalty 2554.058213 = -239621.620013
  nChanged 18
		SP:Iteration 29Q (1708.180000 sec): 3 clusters
  Score: Raw -242190.754891 + Penalty 2554.058213 = -239636.696678
  nChanged 17
		SP:Iteration 30Q (1708.190000 sec): 3 clusters
  Score: Raw -242202.278748 + Penalty 2554.058213 = -239648.220535
  nChanged 20
		SP:Iteration 31Q (1708.190000 sec): 3 clusters
  Score: Raw -242219.821956 + Penalty 2554.058213 = -239665.763743
  nChanged 26
		SP:Iteration 32Q (1708.200000 sec): 3 clusters
  Score: Raw -242238.514544 + Penalty 2554.058213 = -239684.456331
  nChanged 22
		SP:Iteration 33Q (1708.210000 sec): 3 clusters
  Score: Raw -242254.849130 + Penalty 2554.058213 = -239700.790917
  nChanged 19
		SP:Iteration 34Q (1708.210000 sec): 3 clusters
  Score: Raw -242271.487348 + Penalty 2554.058213 = -239717.429135
  nChanged 35
		SP:Iteration 35Q (1708.220000 sec): 3 clusters
  Score: Raw -242311.454128 + Penalty 2554.058213 = -239757.395915
  nChanged 37
		SP:Iteration 36Q (1708.220000 sec): 3 clusters
  Score: Raw -242361.471967 + Penalty 2554.058213 = -239807.413754
  nChanged 36
		SP:Iteration 37Q (1708.230000 sec): 3 clusters
  Score: Raw -242408.024660 + Penalty 2554.058213 = -239853.966447
  nChanged 33
		SP:Iteration 38Q (1708.230000 sec): 3 clusters
  Score: Raw -242448.097469 + Penalty 2554.058213 = -239894.039256
  nChanged 28
		SP:Iteration 39Q (1708.240000 sec): 3 clusters
  Score: Raw -242483.258990 + Penalty 2554.058213 = -239929.200777
  nChanged 19
		SP:Iteration 40F (1708.250000 sec): 3 clusters
  Score: Raw -242501.678542 + Penalty 2554.058213 = -239947.620329
  nChanged 14
		SP:Iteration 41Q (1708.250000 sec): 3 clusters
  Score: Raw -242518.331844 + Penalty 2554.058213 = -239964.273631
  nChanged 18
		SP:Iteration 42Q (1708.260000 sec): 3 clusters
  Score: Raw -242530.389714 + Penalty 2554.058213 = -239976.331501
  nChanged 5
		SP:Iteration 43Q (1708.260000 sec): 3 clusters
  Score: Raw -242533.295892 + Penalty 2554.058213 = -239979.237679
  nChanged 1
		SP:Iteration 44Q (1708.270000 sec): 3 clusters
  Score: Raw -242533.621868 + Penalty 2554.058213 = -239979.563655
  nChanged 1
		SP:Iteration 45Q (1708.270000 sec): 3 clusters
  Score: Raw -242535.271215 + Penalty 2554.058213 = -239981.213002
  nChanged 2
		SP:Iteration 46Q (1708.280000 sec): 3 clusters
  Score: Raw -242537.984729 + Penalty 2554.058213 = -239983.926516
  nChanged 2
		SP:Iteration 47Q (1708.280000 sec): 3 clusters
  Score: Raw -242539.121100 + Penalty 2554.058213 = -239985.062887
  nChanged 0
		SP:Iteration 48F (1708.290000 sec): 3 clusters
  Score: Raw -242539.121100 + Penalty 2554.058213 = -239985.062887
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 63 (11905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1708.340000 sec): 2 clusters
  Score: Raw -1106468.724771 + Penalty 1525.015986 = -1104943.708785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1708.370000 sec): 3 clusters
  Score: Raw -1099651.227879 + Penalty 3050.031972 = -1096601.195908
  nChanged 5178
		SP:Iteration 1F (1708.400000 sec): 3 clusters
  Score: Raw -1102604.054362 + Penalty 3050.031972 = -1099554.022390
  nChanged 871
		SP:Iteration 2F (1708.430000 sec): 3 clusters
  Score: Raw -1103130.159570 + Penalty 3050.031972 = -1100080.127598
  nChanged 770
		SP:Iteration 3F (1708.460000 sec): 3 clusters
  Score: Raw -1103697.868603 + Penalty 3050.031972 = -1100647.836632
  nChanged 818
		SP:Iteration 4F (1708.490000 sec): 3 clusters
  Score: Raw -1104407.977509 + Penalty 3050.031972 = -1101357.945538
  nChanged 832
		SP:Iteration 5F (1708.530000 sec): 3 clusters
  Score: Raw -1105178.331742 + Penalty 3050.031972 = -1102128.299771
  nChanged 843
		SP:Iteration 6F (1708.560000 sec): 3 clusters
  Score: Raw -1105991.575565 + Penalty 3050.031972 = -1102941.543594
  nChanged 693
		SP:Iteration 7F (1708.590000 sec): 3 clusters
  Score: Raw -1106589.585139 + Penalty 3050.031972 = -1103539.553167
  nChanged 560
		SP:Iteration 8Q (1708.620000 sec): 3 clusters
  Score: Raw -1106959.498857 + Penalty 3050.031972 = -1103909.466886
  nChanged 432
		SP:Iteration 9Q (1708.650000 sec): 3 clusters
  Score: Raw -1107187.162011 + Penalty 3050.031972 = -1104137.130039
  nChanged 314
		SP:Iteration 10Q (1708.680000 sec): 3 clusters
  Score: Raw -1107310.206292 + Penalty 3050.031972 = -1104260.174321
  nChanged 209
		SP:Iteration 11Q (1708.710000 sec): 3 clusters
  Score: Raw -1107374.522725 + Penalty 3050.031972 = -1104324.490753
  nChanged 147
		SP:Iteration 12Q (1708.740000 sec): 3 clusters
  Score: Raw -1107417.063212 + Penalty 3050.031972 = -1104367.031241
  nChanged 122
		SP:Iteration 13Q (1708.770000 sec): 3 clusters
  Score: Raw -1107442.249199 + Penalty 3050.031972 = -1104392.217227
  nChanged 86
		SP:Iteration 14Q (1708.800000 sec): 3 clusters
  Score: Raw -1107458.659357 + Penalty 3050.031972 = -1104408.627385
  nChanged 63
		SP:Iteration 15Q (1708.830000 sec): 3 clusters
  Score: Raw -1107471.249773 + Penalty 3050.031972 = -1104421.217801
  nChanged 51
		SP:Iteration 16Q (1708.870000 sec): 3 clusters
  Score: Raw -1107479.172653 + Penalty 3050.031972 = -1104429.140681
  nChanged 48
		SP:Iteration 17Q (1708.890000 sec): 3 clusters
  Score: Raw -1107487.802036 + Penalty 3050.031972 = -1104437.770064
  nChanged 43
		SP:Iteration 18Q (1708.930000 sec): 3 clusters
  Score: Raw -1107493.322520 + Penalty 3050.031972 = -1104443.290548
  nChanged 34
		SP:Iteration 19Q (1708.950000 sec): 3 clusters
  Score: Raw -1107497.074280 + Penalty 3050.031972 = -1104447.042309
  nChanged 28
		SP:Iteration 20F (1708.990000 sec): 3 clusters
  Score: Raw -1107500.886919 + Penalty 3050.031972 = -1104450.854947
  nChanged 29
		SP:Iteration 21Q (1709.010000 sec): 3 clusters
  Score: Raw -1107504.068124 + Penalty 3050.031972 = -1104454.036152
  nChanged 26
		SP:Iteration 22Q (1709.050000 sec): 3 clusters
  Score: Raw -1107507.790934 + Penalty 3050.031972 = -1104457.758963
  nChanged 23
		SP:Iteration 23Q (1709.080000 sec): 3 clusters
  Score: Raw -1107511.064221 + Penalty 3050.031972 = -1104461.032250
  nChanged 19
		SP:Iteration 24Q (1709.110000 sec): 3 clusters
  Score: Raw -1107513.503042 + Penalty 3050.031972 = -1104463.471070
  nChanged 17
		SP:Iteration 25Q (1709.140000 sec): 3 clusters
  Score: Raw -1107515.339878 + Penalty 3050.031972 = -1104465.307907
  nChanged 17
		SP:Iteration 26Q (1709.170000 sec): 3 clusters
  Score: Raw -1107517.420906 + Penalty 3050.031972 = -1104467.388935
  nChanged 18
		SP:Iteration 27Q (1709.200000 sec): 3 clusters
  Score: Raw -1107519.390835 + Penalty 3050.031972 = -1104469.358864
  nChanged 17
		SP:Iteration 28Q (1709.230000 sec): 3 clusters
  Score: Raw -1107521.787745 + Penalty 3050.031972 = -1104471.755773
  nChanged 12
		SP:Iteration 29Q (1709.260000 sec): 3 clusters
  Score: Raw -1107523.602997 + Penalty 3050.031972 = -1104473.571025
  nChanged 13
		SP:Iteration 30Q (1709.290000 sec): 3 clusters
  Score: Raw -1107525.224852 + Penalty 3050.031972 = -1104475.192880
  nChanged 12
		SP:Iteration 31Q (1709.320000 sec): 3 clusters
  Score: Raw -1107526.701795 + Penalty 3050.031972 = -1104476.669824
  nChanged 9
		SP:Iteration 32Q (1709.350000 sec): 3 clusters
  Score: Raw -1107527.908135 + Penalty 3050.031972 = -1104477.876164
  nChanged 9
		SP:Iteration 33Q (1709.380000 sec): 3 clusters
  Score: Raw -1107528.780337 + Penalty 3050.031972 = -1104478.748365
  nChanged 9
		SP:Iteration 34Q (1709.410000 sec): 3 clusters
  Score: Raw -1107529.277757 + Penalty 3050.031972 = -1104479.245785
  nChanged 7
		SP:Iteration 35Q (1709.440000 sec): 3 clusters
  Score: Raw -1107529.832290 + Penalty 3050.031972 = -1104479.800318
  nChanged 8
		SP:Iteration 36Q (1709.470000 sec): 3 clusters
  Score: Raw -1107530.666655 + Penalty 3050.031972 = -1104480.634683
  nChanged 6
		SP:Iteration 37Q (1709.500000 sec): 3 clusters
  Score: Raw -1107531.262016 + Penalty 3050.031972 = -1104481.230045
  nChanged 11
		SP:Iteration 38Q (1709.530000 sec): 3 clusters
  Score: Raw -1107532.166687 + Penalty 3050.031972 = -1104482.134716
  nChanged 10
		SP:Iteration 39Q (1709.560000 sec): 3 clusters
  Score: Raw -1107533.084196 + Penalty 3050.031972 = -1104483.052224
  nChanged 6
		SP:Iteration 40F (1709.590000 sec): 3 clusters
  Score: Raw -1107533.453002 + Penalty 3050.031972 = -1104483.421030
  nChanged 5
		SP:Iteration 41Q (1709.620000 sec): 3 clusters
  Score: Raw -1107533.840849 + Penalty 3050.031972 = -1104483.808878
  nChanged 4
		SP:Iteration 42Q (1709.650000 sec): 3 clusters
  Score: Raw -1107534.035390 + Penalty 3050.031972 = -1104484.003419
  nChanged 3
		SP:Iteration 43Q (1709.680000 sec): 3 clusters
  Score: Raw -1107534.222709 + Penalty 3050.031972 = -1104484.190737
  nChanged 4
		SP:Iteration 44Q (1709.710000 sec): 3 clusters
  Score: Raw -1107534.580380 + Penalty 3050.031972 = -1104484.548408
  nChanged 4
		SP:Iteration 45Q (1709.740000 sec): 3 clusters
  Score: Raw -1107534.952979 + Penalty 3050.031972 = -1104484.921007
  nChanged 4
		SP:Iteration 46Q (1709.770000 sec): 3 clusters
  Score: Raw -1107535.202150 + Penalty 3050.031972 = -1104485.170178
  nChanged 1
		SP:Iteration 47Q (1709.800000 sec): 3 clusters
  Score: Raw -1107535.378747 + Penalty 3050.031972 = -1104485.346775
  nChanged 1
		SP:Iteration 48Q (1709.830000 sec): 3 clusters
  Score: Raw -1107535.409590 + Penalty 3050.031972 = -1104485.377618
  nChanged 1
		SP:Iteration 49Q (1709.860000 sec): 3 clusters
  Score: Raw -1107535.517948 + Penalty 3050.031972 = -1104485.485976
  nChanged 1
		SP:Iteration 50Q (1709.890000 sec): 3 clusters
  Score: Raw -1107535.601065 + Penalty 3050.031972 = -1104485.569093
  nChanged 3
		SP:Iteration 51Q (1709.920000 sec): 3 clusters
  Score: Raw -1107535.932487 + Penalty 3050.031972 = -1104485.900515
  nChanged 6
		SP:Iteration 52Q (1709.950000 sec): 3 clusters
  Score: Raw -1107536.401448 + Penalty 3050.031972 = -1104486.369477
  nChanged 3
		SP:Iteration 53Q (1709.980000 sec): 3 clusters
  Score: Raw -1107536.746481 + Penalty 3050.031972 = -1104486.714509
  nChanged 4
		SP:Iteration 54Q (1710.010000 sec): 3 clusters
  Score: Raw -1107537.273815 + Penalty 3050.031972 = -1104487.241843
  nChanged 5
		SP:Iteration 55Q (1710.040000 sec): 3 clusters
  Score: Raw -1107538.095809 + Penalty 3050.031972 = -1104488.063838
  nChanged 10
		SP:Iteration 56Q (1710.070000 sec): 3 clusters
  Score: Raw -1107539.347472 + Penalty 3050.031972 = -1104489.315500
  nChanged 12
		SP:Iteration 57Q (1710.110000 sec): 3 clusters
  Score: Raw -1107540.285493 + Penalty 3050.031972 = -1104490.253522
  nChanged 10
		SP:Iteration 58Q (1710.130000 sec): 3 clusters
  Score: Raw -1107541.265249 + Penalty 3050.031972 = -1104491.233277
  nChanged 9
		SP:Iteration 59Q (1710.160000 sec): 3 clusters
  Score: Raw -1107542.509860 + Penalty 3050.031972 = -1104492.477889
  nChanged 12
		SP:Iteration 60F (1710.190000 sec): 3 clusters
  Score: Raw -1107543.700452 + Penalty 3050.031972 = -1104493.668480
  nChanged 11
		SP:Iteration 61Q (1710.220000 sec): 3 clusters
  Score: Raw -1107544.912908 + Penalty 3050.031972 = -1104494.880936
  nChanged 13
		SP:Iteration 62Q (1710.250000 sec): 3 clusters
  Score: Raw -1107546.459259 + Penalty 3050.031972 = -1104496.427287
  nChanged 14
		SP:Iteration 63Q (1710.280000 sec): 3 clusters
  Score: Raw -1107548.844853 + Penalty 3050.031972 = -1104498.812881
  nChanged 15
		SP:Iteration 64Q (1710.310000 sec): 3 clusters
  Score: Raw -1107551.361653 + Penalty 3050.031972 = -1104501.329681
  nChanged 17
		SP:Iteration 65Q (1710.340000 sec): 3 clusters
  Score: Raw -1107554.220167 + Penalty 3050.031972 = -1104504.188195
  nChanged 23
		SP:Iteration 66Q (1710.370000 sec): 3 clusters
  Score: Raw -1107559.716312 + Penalty 3050.031972 = -1104509.684341
  nChanged 32
		SP:Iteration 67Q (1710.400000 sec): 3 clusters
  Score: Raw -1107565.703841 + Penalty 3050.031972 = -1104515.671869
  nChanged 28
		SP:Iteration 68Q (1710.430000 sec): 3 clusters
  Score: Raw -1107571.281187 + Penalty 3050.031972 = -1104521.249216
  nChanged 26
		SP:Iteration 69Q (1710.450000 sec): 3 clusters
  Score: Raw -1107576.361509 + Penalty 3050.031972 = -1104526.329537
  nChanged 32
		SP:Iteration 70Q (1710.480000 sec): 3 clusters
  Score: Raw -1107581.444195 + Penalty 3050.031972 = -1104531.412224
  nChanged 22
		SP:Iteration 71Q (1710.510000 sec): 3 clusters
  Score: Raw -1107584.290372 + Penalty 3050.031972 = -1104534.258400
  nChanged 19
		SP:Iteration 72Q (1710.540000 sec): 3 clusters
  Score: Raw -1107587.092264 + Penalty 3050.031972 = -1104537.060292
  nChanged 21
		SP:Iteration 73Q (1710.570000 sec): 3 clusters
  Score: Raw -1107590.432379 + Penalty 3050.031972 = -1104540.400407
  nChanged 26
		SP:Iteration 74Q (1710.600000 sec): 3 clusters
  Score: Raw -1107594.430197 + Penalty 3050.031972 = -1104544.398225
  nChanged 23
		SP:Iteration 75Q (1710.630000 sec): 3 clusters
  Score: Raw -1107598.850579 + Penalty 3050.031972 = -1104548.818607
  nChanged 30
		SP:Iteration 76Q (1710.650000 sec): 3 clusters
  Score: Raw -1107604.282133 + Penalty 3050.031972 = -1104554.250161
  nChanged 29
		SP:Iteration 77Q (1710.690000 sec): 3 clusters
  Score: Raw -1107609.349390 + Penalty 3050.031972 = -1104559.317418
  nChanged 20
		SP:Iteration 78Q (1710.710000 sec): 3 clusters
  Score: Raw -1107611.807361 + Penalty 3050.031972 = -1104561.775389
  nChanged 20
		SP:Iteration 79Q (1710.740000 sec): 3 clusters
  Score: Raw -1107613.975362 + Penalty 3050.031972 = -1104563.943390
  nChanged 14
		SP:Iteration 80F (1710.770000 sec): 3 clusters
  Score: Raw -1107615.190985 + Penalty 3050.031972 = -1104565.159013
  nChanged 14
		SP:Iteration 81Q (1710.800000 sec): 3 clusters
  Score: Raw -1107616.447252 + Penalty 3050.031972 = -1104566.415281
  nChanged 11
		SP:Iteration 82Q (1710.830000 sec): 3 clusters
  Score: Raw -1107617.853307 + Penalty 3050.031972 = -1104567.821335
  nChanged 11
		SP:Iteration 83Q (1710.860000 sec): 3 clusters
  Score: Raw -1107618.851952 + Penalty 3050.031972 = -1104568.819980
  nChanged 11
		SP:Iteration 84Q (1710.890000 sec): 3 clusters
  Score: Raw -1107620.327475 + Penalty 3050.031972 = -1104570.295503
  nChanged 14
		SP:Iteration 85Q (1710.920000 sec): 3 clusters
  Score: Raw -1107621.841360 + Penalty 3050.031972 = -1104571.809389
  nChanged 12
		SP:Iteration 86Q (1710.950000 sec): 3 clusters
  Score: Raw -1107623.466100 + Penalty 3050.031972 = -1104573.434128
  nChanged 11
		SP:Iteration 87Q (1710.970000 sec): 3 clusters
  Score: Raw -1107625.070152 + Penalty 3050.031972 = -1104575.038181
  nChanged 15
		SP:Iteration 88Q (1711.010000 sec): 3 clusters
  Score: Raw -1107626.184431 + Penalty 3050.031972 = -1104576.152459
  nChanged 11
		SP:Iteration 89Q (1711.030000 sec): 3 clusters
  Score: Raw -1107627.512516 + Penalty 3050.031972 = -1104577.480544
  nChanged 12
		SP:Iteration 90Q (1711.060000 sec): 3 clusters
  Score: Raw -1107628.964319 + Penalty 3050.031972 = -1104578.932347
  nChanged 13
		SP:Iteration 91Q (1711.090000 sec): 3 clusters
  Score: Raw -1107630.976368 + Penalty 3050.031972 = -1104580.944396
  nChanged 14
		SP:Iteration 92Q (1711.120000 sec): 3 clusters
  Score: Raw -1107632.340578 + Penalty 3050.031972 = -1104582.308607
  nChanged 10
		SP:Iteration 93Q (1711.150000 sec): 3 clusters
  Score: Raw -1107632.996888 + Penalty 3050.031972 = -1104582.964917
  nChanged 5
		SP:Iteration 94Q (1711.170000 sec): 3 clusters
  Score: Raw -1107633.362648 + Penalty 3050.031972 = -1104583.330676
  nChanged 5
		SP:Iteration 95Q (1711.200000 sec): 3 clusters
  Score: Raw -1107633.717843 + Penalty 3050.031972 = -1104583.685871
  nChanged 5
		SP:Iteration 96Q (1711.230000 sec): 3 clusters
  Score: Raw -1107634.264142 + Penalty 3050.031972 = -1104584.232170
  nChanged 7
		SP:Iteration 97Q (1711.260000 sec): 3 clusters
  Score: Raw -1107635.549441 + Penalty 3050.031972 = -1104585.517469
  nChanged 8
		SP:Iteration 98Q (1711.290000 sec): 3 clusters
  Score: Raw -1107636.552028 + Penalty 3050.031972 = -1104586.520056
  nChanged 11
		SP:Iteration 99Q (1711.320000 sec): 3 clusters
  Score: Raw -1107637.402992 + Penalty 3050.031972 = -1104587.371020
  nChanged 8
		SP:Iteration 100F (1711.350000 sec): 3 clusters
  Score: Raw -1107637.928455 + Penalty 3050.031972 = -1104587.896483
  nChanged 6
		SP:Iteration 101Q (1711.380000 sec): 3 clusters
  Score: Raw -1107638.528618 + Penalty 3050.031972 = -1104588.496646
  nChanged 4
		SP:Iteration 102Q (1711.410000 sec): 3 clusters
  Score: Raw -1107638.919288 + Penalty 3050.031972 = -1104588.887316
  nChanged 7
		SP:Iteration 103Q (1711.440000 sec): 3 clusters
  Score: Raw -1107639.693780 + Penalty 3050.031972 = -1104589.661808
  nChanged 8
		SP:Iteration 104Q (1711.470000 sec): 3 clusters
  Score: Raw -1107640.357550 + Penalty 3050.031972 = -1104590.325578
  nChanged 6
		SP:Iteration 105Q (1711.500000 sec): 3 clusters
  Score: Raw -1107640.769312 + Penalty 3050.031972 = -1104590.737341
  nChanged 2
		SP:Iteration 106Q (1711.530000 sec): 3 clusters
  Score: Raw -1107640.966467 + Penalty 3050.031972 = -1104590.934495
  nChanged 5
		SP:Iteration 107Q (1711.550000 sec): 3 clusters
  Score: Raw -1107641.377535 + Penalty 3050.031972 = -1104591.345563
  nChanged 3
		SP:Iteration 108Q (1711.580000 sec): 3 clusters
  Score: Raw -1107641.658888 + Penalty 3050.031972 = -1104591.626916
  nChanged 3
		SP:Iteration 109Q (1711.610000 sec): 3 clusters
  Score: Raw -1107641.973232 + Penalty 3050.031972 = -1104591.941261
  nChanged 5
		SP:Iteration 110Q (1711.640000 sec): 3 clusters
  Score: Raw -1107642.963578 + Penalty 3050.031972 = -1104592.931607
  nChanged 8
		SP:Iteration 111Q (1711.670000 sec): 3 clusters
  Score: Raw -1107643.664303 + Penalty 3050.031972 = -1104593.632331
  nChanged 8
		SP:Iteration 112Q (1711.700000 sec): 3 clusters
  Score: Raw -1107644.350553 + Penalty 3050.031972 = -1104594.318581
  nChanged 15
		SP:Iteration 113Q (1711.730000 sec): 3 clusters
  Score: Raw -1107646.024908 + Penalty 3050.031972 = -1104595.992936
  nChanged 18
		SP:Iteration 114Q (1711.760000 sec): 3 clusters
  Score: Raw -1107647.561145 + Penalty 3050.031972 = -1104597.529173
  nChanged 10
		SP:Iteration 115Q (1711.790000 sec): 3 clusters
  Score: Raw -1107648.731872 + Penalty 3050.031972 = -1104598.699900
  nChanged 7
		SP:Iteration 116Q (1711.820000 sec): 3 clusters
  Score: Raw -1107649.680151 + Penalty 3050.031972 = -1104599.648179
  nChanged 8
		SP:Iteration 117Q (1711.850000 sec): 3 clusters
  Score: Raw -1107650.651835 + Penalty 3050.031972 = -1104600.619864
  nChanged 12
		SP:Iteration 118Q (1711.880000 sec): 3 clusters
  Score: Raw -1107652.289696 + Penalty 3050.031972 = -1104602.257724
  nChanged 12
		SP:Iteration 119Q (1711.910000 sec): 3 clusters
  Score: Raw -1107653.465456 + Penalty 3050.031972 = -1104603.433485
  nChanged 14
		SP:Iteration 120F (1711.940000 sec): 3 clusters
  Score: Raw -1107655.016235 + Penalty 3050.031972 = -1104604.984263
  nChanged 15
		SP:Iteration 121Q (1711.970000 sec): 3 clusters
  Score: Raw -1107657.457385 + Penalty 3050.031972 = -1104607.425413
  nChanged 17
		SP:Iteration 122Q (1711.990000 sec): 3 clusters
  Score: Raw -1107660.070407 + Penalty 3050.031972 = -1104610.038435
  nChanged 19
		SP:Iteration 123Q (1712.030000 sec): 3 clusters
  Score: Raw -1107662.158673 + Penalty 3050.031972 = -1104612.126701
  nChanged 18
		SP:Iteration 124Q (1712.050000 sec): 3 clusters
  Score: Raw -1107663.819739 + Penalty 3050.031972 = -1104613.787767
  nChanged 12
		SP:Iteration 125Q (1712.080000 sec): 3 clusters
  Score: Raw -1107665.149095 + Penalty 3050.031972 = -1104615.117123
  nChanged 15
		SP:Iteration 126Q (1712.110000 sec): 3 clusters
  Score: Raw -1107667.796968 + Penalty 3050.031972 = -1104617.764996
  nChanged 17
		SP:Iteration 127Q (1712.140000 sec): 3 clusters
  Score: Raw -1107670.527679 + Penalty 3050.031972 = -1104620.495707
  nChanged 19
		SP:Iteration 128Q (1712.170000 sec): 3 clusters
  Score: Raw -1107672.606657 + Penalty 3050.031972 = -1104622.574686
  nChanged 13
		SP:Iteration 129Q (1712.200000 sec): 3 clusters
  Score: Raw -1107673.865097 + Penalty 3050.031972 = -1104623.833126
  nChanged 13
		SP:Iteration 130Q (1712.230000 sec): 3 clusters
  Score: Raw -1107675.123007 + Penalty 3050.031972 = -1104625.091036
  nChanged 10
		SP:Iteration 131Q (1712.260000 sec): 3 clusters
  Score: Raw -1107676.159912 + Penalty 3050.031972 = -1104626.127940
  nChanged 11
		SP:Iteration 132Q (1712.290000 sec): 3 clusters
  Score: Raw -1107677.744278 + Penalty 3050.031972 = -1104627.712306
  nChanged 6
		SP:Iteration 133Q (1712.310000 sec): 3 clusters
  Score: Raw -1107678.424357 + Penalty 3050.031972 = -1104628.392385
  nChanged 5
		SP:Iteration 134Q (1712.350000 sec): 3 clusters
  Score: Raw -1107678.746643 + Penalty 3050.031972 = -1104628.714671
  nChanged 1
		SP:Iteration 135Q (1712.370000 sec): 3 clusters
  Score: Raw -1107678.775873 + Penalty 3050.031972 = -1104628.743902
  nChanged 0
		SP:Iteration 136F (1712.410000 sec): 3 clusters
  Score: Raw -1107678.775873 + Penalty 3050.031972 = -1104628.743902
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 64 (4453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1712.430000 sec): 2 clusters
  Score: Raw -452315.429315 + Penalty 1365.216662 = -450950.212653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1712.440000 sec): 3 clusters
  Score: Raw -450034.241887 + Penalty 2730.433324 = -447303.808562
  nChanged 1798
		SP:Iteration 1F (1712.450000 sec): 3 clusters
  Score: Raw -451055.289037 + Penalty 2730.433324 = -448324.855712
  nChanged 272
		SP:Iteration 2F (1712.460000 sec): 3 clusters
  Score: Raw -451211.028719 + Penalty 2730.433324 = -448480.595395
  nChanged 225
		SP:Iteration 3F (1712.470000 sec): 3 clusters
  Score: Raw -451329.300487 + Penalty 2730.433324 = -448598.867163
  nChanged 186
		SP:Iteration 4Q (1712.480000 sec): 3 clusters
  Score: Raw -451415.899303 + Penalty 2730.433324 = -448685.465978
  nChanged 157
		SP:Iteration 5Q (1712.490000 sec): 3 clusters
  Score: Raw -451495.177165 + Penalty 2730.433324 = -448764.743841
  nChanged 133
		SP:Iteration 6Q (1712.510000 sec): 3 clusters
  Score: Raw -451551.332542 + Penalty 2730.433324 = -448820.899218
  nChanged 111
		SP:Iteration 7Q (1712.520000 sec): 3 clusters
  Score: Raw -451594.637179 + Penalty 2730.433324 = -448864.203855
  nChanged 103
		SP:Iteration 8Q (1712.530000 sec): 3 clusters
  Score: Raw -451641.313357 + Penalty 2730.433324 = -448910.880033
  nChanged 102
		SP:Iteration 9Q (1712.540000 sec): 3 clusters
  Score: Raw -451685.830101 + Penalty 2730.433324 = -448955.396776
  nChanged 92
		SP:Iteration 10Q (1712.550000 sec): 3 clusters
  Score: Raw -451730.722956 + Penalty 2730.433324 = -449000.289632
  nChanged 93
		SP:Iteration 11Q (1712.560000 sec): 3 clusters
  Score: Raw -451781.810721 + Penalty 2730.433324 = -449051.377396
  nChanged 96
		SP:Iteration 12Q (1712.570000 sec): 3 clusters
  Score: Raw -451839.706324 + Penalty 2730.433324 = -449109.273000
  nChanged 102
		SP:Iteration 13Q (1712.590000 sec): 3 clusters
  Score: Raw -451903.256082 + Penalty 2730.433324 = -449172.822758
  nChanged 95
		SP:Iteration 14Q (1712.590000 sec): 3 clusters
  Score: Raw -451960.009517 + Penalty 2730.433324 = -449229.576193
  nChanged 101
		SP:Iteration 15Q (1712.610000 sec): 3 clusters
  Score: Raw -452020.601859 + Penalty 2730.433324 = -449290.168535
  nChanged 70
		SP:Iteration 16Q (1712.620000 sec): 3 clusters
  Score: Raw -452073.157498 + Penalty 2730.433324 = -449342.724173
  nChanged 69
		SP:Iteration 17Q (1712.630000 sec): 3 clusters
  Score: Raw -452124.446972 + Penalty 2730.433324 = -449394.013648
  nChanged 64
		SP:Iteration 18Q (1712.640000 sec): 3 clusters
  Score: Raw -452173.922120 + Penalty 2730.433324 = -449443.488796
  nChanged 55
		SP:Iteration 19Q (1712.650000 sec): 3 clusters
  Score: Raw -452222.415057 + Penalty 2730.433324 = -449491.981732
  nChanged 54
		SP:Iteration 20F (1712.670000 sec): 3 clusters
  Score: Raw -452266.381715 + Penalty 2730.433324 = -449535.948390
  nChanged 42
		SP:Iteration 21Q (1712.680000 sec): 3 clusters
  Score: Raw -452296.110304 + Penalty 2730.433324 = -449565.676980
  nChanged 33
		SP:Iteration 22Q (1712.690000 sec): 3 clusters
  Score: Raw -452321.113408 + Penalty 2730.433324 = -449590.680084
  nChanged 32
		SP:Iteration 23Q (1712.700000 sec): 3 clusters
  Score: Raw -452344.692878 + Penalty 2730.433324 = -449614.259554
  nChanged 26
		SP:Iteration 24Q (1712.710000 sec): 3 clusters
  Score: Raw -452365.563749 + Penalty 2730.433324 = -449635.130424
  nChanged 19
		SP:Iteration 25Q (1712.720000 sec): 3 clusters
  Score: Raw -452376.048399 + Penalty 2730.433324 = -449645.615075
  nChanged 10
		SP:Iteration 26Q (1712.730000 sec): 3 clusters
  Score: Raw -452382.202469 + Penalty 2730.433324 = -449651.769145
  nChanged 16
		SP:Iteration 27Q (1712.740000 sec): 3 clusters
  Score: Raw -452392.268478 + Penalty 2730.433324 = -449661.835154
  nChanged 7
		SP:Iteration 28Q (1712.750000 sec): 3 clusters
  Score: Raw -452398.107335 + Penalty 2730.433324 = -449667.674011
  nChanged 7
		SP:Iteration 29Q (1712.760000 sec): 3 clusters
  Score: Raw -452406.162846 + Penalty 2730.433324 = -449675.729522
  nChanged 8
		SP:Iteration 30Q (1712.770000 sec): 3 clusters
  Score: Raw -452413.641943 + Penalty 2730.433324 = -449683.208619
  nChanged 7
		SP:Iteration 31Q (1712.780000 sec): 3 clusters
  Score: Raw -452422.697287 + Penalty 2730.433324 = -449692.263963
  nChanged 10
		SP:Iteration 32Q (1712.790000 sec): 3 clusters
  Score: Raw -452429.501855 + Penalty 2730.433324 = -449699.068530
  nChanged 10
		SP:Iteration 33Q (1712.800000 sec): 3 clusters
  Score: Raw -452437.170125 + Penalty 2730.433324 = -449706.736801
  nChanged 7
		SP:Iteration 34Q (1712.800000 sec): 3 clusters
  Score: Raw -452442.536937 + Penalty 2730.433324 = -449712.103613
  nChanged 8
		SP:Iteration 35Q (1712.820000 sec): 3 clusters
  Score: Raw -452447.642017 + Penalty 2730.433324 = -449717.208693
  nChanged 4
		SP:Iteration 36Q (1712.820000 sec): 3 clusters
  Score: Raw -452451.769333 + Penalty 2730.433324 = -449721.336009
  nChanged 2
		SP:Iteration 37Q (1712.830000 sec): 3 clusters
  Score: Raw -452452.461494 + Penalty 2730.433324 = -449722.028170
  nChanged 0
		SP:Iteration 38F (1712.840000 sec): 3 clusters
  Score: Raw -452452.461494 + Penalty 2730.433324 = -449722.028170
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 65 (24481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1712.920000 sec): 2 clusters
  Score: Raw -2412340.103713 + Penalty 1642.168545 = -2410697.935168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1713.000000 sec): 3 clusters
  Score: Raw -2397424.235315 + Penalty 3284.337090 = -2394139.898225
  nChanged 11103
		SP:Iteration 1F (1713.060000 sec): 3 clusters
  Score: Raw -2403536.880249 + Penalty 3284.337090 = -2400252.543159
  nChanged 1222
		SP:Iteration 2Q (1713.140000 sec): 3 clusters
  Score: Raw -2403987.212881 + Penalty 3284.337090 = -2400702.875791
  nChanged 1170
		SP:Iteration 3Q (1713.200000 sec): 3 clusters
  Score: Raw -2404461.114818 + Penalty 3284.337090 = -2401176.777728
  nChanged 1203
		SP:Iteration 4Q (1713.280000 sec): 3 clusters
  Score: Raw -2404964.866189 + Penalty 3284.337090 = -2401680.529098
  nChanged 1207
		SP:Iteration 5Q (1713.340000 sec): 3 clusters
  Score: Raw -2405523.341054 + Penalty 3284.337090 = -2402239.003964
  nChanged 1159
		SP:Iteration 6Q (1713.410000 sec): 3 clusters
  Score: Raw -2406115.498261 + Penalty 3284.337090 = -2402831.161171
  nChanged 1164
		SP:Iteration 7Q (1713.480000 sec): 3 clusters
  Score: Raw -2406716.489835 + Penalty 3284.337090 = -2403432.152744
  nChanged 1115
		SP:Iteration 8Q (1713.550000 sec): 3 clusters
  Score: Raw -2407379.368120 + Penalty 3284.337090 = -2404095.031029
  nChanged 1075
		SP:Iteration 9Q (1713.620000 sec): 3 clusters
  Score: Raw -2408036.327093 + Penalty 3284.337090 = -2404751.990003
  nChanged 970
		SP:Iteration 10Q (1713.680000 sec): 3 clusters
  Score: Raw -2408626.192080 + Penalty 3284.337090 = -2405341.854990
  nChanged 899
		SP:Iteration 11Q (1713.750000 sec): 3 clusters
  Score: Raw -2409162.756287 + Penalty 3284.337090 = -2405878.419197
  nChanged 783
		SP:Iteration 12Q (1713.820000 sec): 3 clusters
  Score: Raw -2409595.446188 + Penalty 3284.337090 = -2406311.109097
  nChanged 651
		SP:Iteration 13Q (1713.880000 sec): 3 clusters
  Score: Raw -2409913.359558 + Penalty 3284.337090 = -2406629.022467
  nChanged 515
		SP:Iteration 14Q (1713.940000 sec): 3 clusters
  Score: Raw -2410153.447205 + Penalty 3284.337090 = -2406869.110115
  nChanged 424
		SP:Iteration 15Q (1714.010000 sec): 3 clusters
  Score: Raw -2410344.851533 + Penalty 3284.337090 = -2407060.514443
  nChanged 426
		SP:Iteration 16Q (1714.070000 sec): 3 clusters
  Score: Raw -2410533.021963 + Penalty 3284.337090 = -2407248.684873
  nChanged 380
		SP:Iteration 17Q (1714.130000 sec): 3 clusters
  Score: Raw -2410697.711304 + Penalty 3284.337090 = -2407413.374214
  nChanged 363
		SP:Iteration 18Q (1714.190000 sec): 3 clusters
  Score: Raw -2410856.491516 + Penalty 3284.337090 = -2407572.154425
  nChanged 354
		SP:Iteration 19Q (1714.250000 sec): 3 clusters
  Score: Raw -2411014.655660 + Penalty 3284.337090 = -2407730.318570
  nChanged 354
		SP:Iteration 20F (1714.320000 sec): 3 clusters
  Score: Raw -2411174.406513 + Penalty 3284.337090 = -2407890.069423
  nChanged 319
		SP:Iteration 21Q (1714.380000 sec): 3 clusters
  Score: Raw -2411333.488993 + Penalty 3284.337090 = -2408049.151903
  nChanged 312
		SP:Iteration 22Q (1714.430000 sec): 3 clusters
  Score: Raw -2411496.730274 + Penalty 3284.337090 = -2408212.393184
  nChanged 303
		SP:Iteration 23Q (1714.490000 sec): 3 clusters
  Score: Raw -2411662.285108 + Penalty 3284.337090 = -2408377.948017
  nChanged 280
		SP:Iteration 24Q (1714.540000 sec): 3 clusters
  Score: Raw -2411831.576036 + Penalty 3284.337090 = -2408547.238946
  nChanged 254
		SP:Iteration 25Q (1714.600000 sec): 3 clusters
  Score: Raw -2411978.142106 + Penalty 3284.337090 = -2408693.805016
  nChanged 217
		SP:Iteration 26Q (1714.650000 sec): 3 clusters
  Score: Raw -2412101.084931 + Penalty 3284.337090 = -2408816.747841
  nChanged 160
		SP:Iteration 27Q (1714.700000 sec): 3 clusters
  Score: Raw -2412192.847882 + Penalty 3284.337090 = -2408908.510792
  nChanged 134
		SP:Iteration 28Q (1714.750000 sec): 3 clusters
  Score: Raw -2412270.024619 + Penalty 3284.337090 = -2408985.687529
  nChanged 94
		SP:Iteration 29Q (1714.800000 sec): 3 clusters
  Score: Raw -2412328.686733 + Penalty 3284.337090 = -2409044.349643
  nChanged 92
		SP:Iteration 30Q (1714.850000 sec): 3 clusters
  Score: Raw -2412395.066238 + Penalty 3284.337090 = -2409110.729148
  nChanged 75
		SP:Iteration 31Q (1714.910000 sec): 3 clusters
  Score: Raw -2412453.164340 + Penalty 3284.337090 = -2409168.827250
  nChanged 59
		SP:Iteration 32Q (1714.960000 sec): 3 clusters
  Score: Raw -2412498.806121 + Penalty 3284.337090 = -2409214.469031
  nChanged 47
		SP:Iteration 33Q (1715.000000 sec): 3 clusters
  Score: Raw -2412531.957314 + Penalty 3284.337090 = -2409247.620224
  nChanged 33
		SP:Iteration 34Q (1715.050000 sec): 3 clusters
  Score: Raw -2412555.511486 + Penalty 3284.337090 = -2409271.174395
  nChanged 25
		SP:Iteration 35Q (1715.100000 sec): 3 clusters
  Score: Raw -2412570.225709 + Penalty 3284.337090 = -2409285.888619
  nChanged 21
		SP:Iteration 36Q (1715.150000 sec): 3 clusters
  Score: Raw -2412583.495302 + Penalty 3284.337090 = -2409299.158212
  nChanged 14
		SP:Iteration 37Q (1715.190000 sec): 3 clusters
  Score: Raw -2412593.155816 + Penalty 3284.337090 = -2409308.818726
  nChanged 9
		SP:Iteration 38Q (1715.240000 sec): 3 clusters
  Score: Raw -2412598.783088 + Penalty 3284.337090 = -2409314.445998
  nChanged 2
		SP:Iteration 39Q (1715.290000 sec): 3 clusters
  Score: Raw -2412600.866291 + Penalty 3284.337090 = -2409316.529201
  nChanged 2
		SP:Iteration 40F (1715.360000 sec): 3 clusters
  Score: Raw -2412602.426345 + Penalty 3284.337090 = -2409318.089255
  nChanged 3
		SP:Iteration 41Q (1715.400000 sec): 3 clusters
  Score: Raw -2412604.569774 + Penalty 3284.337090 = -2409320.232684
  nChanged 3
		SP:Iteration 42Q (1715.460000 sec): 3 clusters
  Score: Raw -2412606.281932 + Penalty 3284.337090 = -2409321.944841
  nChanged 1
		SP:Iteration 43Q (1715.500000 sec): 3 clusters
  Score: Raw -2412606.788571 + Penalty 3284.337090 = -2409322.451481
  nChanged 0
		SP:Iteration 44F (1715.570000 sec): 3 clusters
  Score: Raw -2412606.788571 + Penalty 3284.337090 = -2409322.451481
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 66 (2187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1715.600000 sec): 2 clusters
  Score: Raw -203119.498857 + Penalty 1249.671478 = -201869.827379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1715.600000 sec): 3 clusters
  Score: Raw -202213.433222 + Penalty 2499.342957 = -199714.090265
  nChanged 791
		SP:Iteration 1F (1715.600000 sec): 3 clusters
  Score: Raw -202835.216700 + Penalty 2499.342957 = -200335.873744
  nChanged 201
		SP:Iteration 2F (1715.610000 sec): 3 clusters
  Score: Raw -203008.608990 + Penalty 2499.342957 = -200509.266034
  nChanged 115
		SP:Iteration 3F (1715.620000 sec): 3 clusters
  Score: Raw -203104.076035 + Penalty 2499.342957 = -200604.733079
  nChanged 101
		SP:Iteration 4Q (1715.620000 sec): 3 clusters
  Score: Raw -203191.389359 + Penalty 2499.342957 = -200692.046402
  nChanged 94
		SP:Iteration 5Q (1715.630000 sec): 3 clusters
  Score: Raw -203276.115175 + Penalty 2499.342957 = -200776.772218
  nChanged 78
		SP:Iteration 6Q (1715.630000 sec): 3 clusters
  Score: Raw -203336.221555 + Penalty 2499.342957 = -200836.878598
  nChanged 65
		SP:Iteration 7Q (1715.640000 sec): 3 clusters
  Score: Raw -203383.884812 + Penalty 2499.342957 = -200884.541856
  nChanged 57
		SP:Iteration 8Q (1715.640000 sec): 3 clusters
  Score: Raw -203427.374487 + Penalty 2499.342957 = -200928.031531
  nChanged 50
		SP:Iteration 9Q (1715.650000 sec): 3 clusters
  Score: Raw -203464.454922 + Penalty 2499.342957 = -200965.111966
  nChanged 44
		SP:Iteration 10Q (1715.650000 sec): 3 clusters
  Score: Raw -203498.273418 + Penalty 2499.342957 = -200998.930462
  nChanged 49
		SP:Iteration 11Q (1715.660000 sec): 3 clusters
  Score: Raw -203542.183785 + Penalty 2499.342957 = -201042.840829
  nChanged 54
		SP:Iteration 12Q (1715.660000 sec): 3 clusters
  Score: Raw -203584.502115 + Penalty 2499.342957 = -201085.159158
  nChanged 53
		SP:Iteration 13Q (1715.670000 sec): 3 clusters
  Score: Raw -203631.008658 + Penalty 2499.342957 = -201131.665701
  nChanged 52
		SP:Iteration 14Q (1715.680000 sec): 3 clusters
  Score: Raw -203683.714708 + Penalty 2499.342957 = -201184.371751
  nChanged 54
		SP:Iteration 15Q (1715.680000 sec): 3 clusters
  Score: Raw -203728.164306 + Penalty 2499.342957 = -201228.821349
  nChanged 45
		SP:Iteration 16Q (1715.680000 sec): 3 clusters
  Score: Raw -203770.258617 + Penalty 2499.342957 = -201270.915661
  nChanged 35
		SP:Iteration 17Q (1715.690000 sec): 3 clusters
  Score: Raw -203803.700956 + Penalty 2499.342957 = -201304.357999
  nChanged 36
		SP:Iteration 18Q (1715.700000 sec): 3 clusters
  Score: Raw -203830.159203 + Penalty 2499.342957 = -201330.816246
  nChanged 23
		SP:Iteration 19Q (1715.700000 sec): 3 clusters
  Score: Raw -203844.505189 + Penalty 2499.342957 = -201345.162233
  nChanged 22
		SP:Iteration 20F (1715.700000 sec): 3 clusters
  Score: Raw -203864.064472 + Penalty 2499.342957 = -201364.721516
  nChanged 25
		SP:Iteration 21Q (1715.710000 sec): 3 clusters
  Score: Raw -203882.199587 + Penalty 2499.342957 = -201382.856630
  nChanged 15
		SP:Iteration 22Q (1715.720000 sec): 3 clusters
  Score: Raw -203895.259390 + Penalty 2499.342957 = -201395.916434
  nChanged 23
		SP:Iteration 23Q (1715.720000 sec): 3 clusters
  Score: Raw -203909.863377 + Penalty 2499.342957 = -201410.520420
  nChanged 20
		SP:Iteration 24Q (1715.720000 sec): 3 clusters
  Score: Raw -203923.495249 + Penalty 2499.342957 = -201424.152292
  nChanged 14
		SP:Iteration 25Q (1715.730000 sec): 3 clusters
  Score: Raw -203936.899608 + Penalty 2499.342957 = -201437.556651
  nChanged 18
		SP:Iteration 26Q (1715.730000 sec): 3 clusters
  Score: Raw -203947.789993 + Penalty 2499.342957 = -201448.447036
  nChanged 15
		SP:Iteration 27Q (1715.740000 sec): 3 clusters
  Score: Raw -203954.863071 + Penalty 2499.342957 = -201455.520114
  nChanged 8
		SP:Iteration 28Q (1715.740000 sec): 3 clusters
  Score: Raw -203959.276481 + Penalty 2499.342957 = -201459.933524
  nChanged 5
		SP:Iteration 29Q (1715.750000 sec): 3 clusters
  Score: Raw -203961.756465 + Penalty 2499.342957 = -201462.413509
  nChanged 5
		SP:Iteration 30Q (1715.750000 sec): 3 clusters
  Score: Raw -203963.679751 + Penalty 2499.342957 = -201464.336794
  nChanged 6
		SP:Iteration 31Q (1715.760000 sec): 3 clusters
  Score: Raw -203968.117944 + Penalty 2499.342957 = -201468.774987
  nChanged 7
		SP:Iteration 32Q (1715.760000 sec): 3 clusters
  Score: Raw -203972.768666 + Penalty 2499.342957 = -201473.425709
  nChanged 9
		SP:Iteration 33Q (1715.770000 sec): 3 clusters
  Score: Raw -203979.764032 + Penalty 2499.342957 = -201480.421075
  nChanged 8
		SP:Iteration 34Q (1715.770000 sec): 3 clusters
  Score: Raw -203987.651116 + Penalty 2499.342957 = -201488.308159
  nChanged 10
		SP:Iteration 35Q (1715.780000 sec): 3 clusters
  Score: Raw -203995.265788 + Penalty 2499.342957 = -201495.922832
  nChanged 12
		SP:Iteration 36Q (1715.780000 sec): 3 clusters
  Score: Raw -204002.954480 + Penalty 2499.342957 = -201503.611523
  nChanged 9
		SP:Iteration 37Q (1715.790000 sec): 3 clusters
  Score: Raw -204007.655506 + Penalty 2499.342957 = -201508.312549
  nChanged 6
		SP:Iteration 38Q (1715.790000 sec): 3 clusters
  Score: Raw -204011.912812 + Penalty 2499.342957 = -201512.569855
  nChanged 10
		SP:Iteration 39Q (1715.800000 sec): 3 clusters
  Score: Raw -204016.526129 + Penalty 2499.342957 = -201517.183172
  nChanged 6
		SP:Iteration 40F (1715.800000 sec): 3 clusters
  Score: Raw -204019.370252 + Penalty 2499.342957 = -201520.027296
  nChanged 1
		SP:Iteration 41Q (1715.810000 sec): 3 clusters
  Score: Raw -204019.801169 + Penalty 2499.342957 = -201520.458212
  nChanged 1
		SP:Iteration 42Q (1715.810000 sec): 3 clusters
  Score: Raw -204020.984067 + Penalty 2499.342957 = -201521.641110
  nChanged 0
		SP:Iteration 43F (1715.820000 sec): 3 clusters
  Score: Raw -204020.984067 + Penalty 2499.342957 = -201521.641110
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 67 (1613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1715.820000 sec): 2 clusters
  Score: Raw -160906.087942 + Penalty 1200.200800 = -159705.887142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1715.830000 sec): 3 clusters
  Score: Raw -160255.349575 + Penalty 2400.401600 = -157854.947975
  nChanged 539
		SP:Iteration 1F (1715.830000 sec): 3 clusters
  Score: Raw -160638.060560 + Penalty 2400.401600 = -158237.658959
  nChanged 120
		SP:Iteration 2F (1715.840000 sec): 3 clusters
  Score: Raw -160727.239634 + Penalty 2400.401600 = -158326.838033
  nChanged 62
		SP:Iteration 3Q (1715.840000 sec): 3 clusters
  Score: Raw -160766.863394 + Penalty 2400.401600 = -158366.461794
  nChanged 41
		SP:Iteration 4Q (1715.840000 sec): 3 clusters
  Score: Raw -160794.022116 + Penalty 2400.401600 = -158393.620516
  nChanged 34
		SP:Iteration 5Q (1715.850000 sec): 3 clusters
  Score: Raw -160816.248126 + Penalty 2400.401600 = -158415.846526
  nChanged 23
		SP:Iteration 6Q (1715.850000 sec): 3 clusters
  Score: Raw -160829.172897 + Penalty 2400.401600 = -158428.771296
  nChanged 13
		SP:Iteration 7Q (1715.860000 sec): 3 clusters
  Score: Raw -160838.083102 + Penalty 2400.401600 = -158437.681502
  nChanged 16
		SP:Iteration 8Q (1715.860000 sec): 3 clusters
  Score: Raw -160845.422220 + Penalty 2400.401600 = -158445.020619
  nChanged 13
		SP:Iteration 9Q (1715.860000 sec): 3 clusters
  Score: Raw -160851.280760 + Penalty 2400.401600 = -158450.879160
  nChanged 9
		SP:Iteration 10Q (1715.870000 sec): 3 clusters
  Score: Raw -160853.809838 + Penalty 2400.401600 = -158453.408237
  nChanged 4
		SP:Iteration 11Q (1715.870000 sec): 3 clusters
  Score: Raw -160855.580845 + Penalty 2400.401600 = -158455.179245
  nChanged 5
		SP:Iteration 12Q (1715.880000 sec): 3 clusters
  Score: Raw -160857.521959 + Penalty 2400.401600 = -158457.120358
  nChanged 5
		SP:Iteration 13Q (1715.880000 sec): 3 clusters
  Score: Raw -160859.211851 + Penalty 2400.401600 = -158458.810251
  nChanged 4
		SP:Iteration 14Q (1715.880000 sec): 3 clusters
  Score: Raw -160861.434453 + Penalty 2400.401600 = -158461.032853
  nChanged 4
		SP:Iteration 15Q (1715.890000 sec): 3 clusters
  Score: Raw -160864.654777 + Penalty 2400.401600 = -158464.253176
  nChanged 6
		SP:Iteration 16Q (1715.890000 sec): 3 clusters
  Score: Raw -160867.939055 + Penalty 2400.401600 = -158467.537454
  nChanged 4
		SP:Iteration 17Q (1715.900000 sec): 3 clusters
  Score: Raw -160869.612204 + Penalty 2400.401600 = -158469.210604
  nChanged 3
		SP:Iteration 18Q (1715.900000 sec): 3 clusters
  Score: Raw -160871.288505 + Penalty 2400.401600 = -158470.886904
  nChanged 2
		SP:Iteration 19Q (1715.900000 sec): 3 clusters
  Score: Raw -160872.943338 + Penalty 2400.401600 = -158472.541738
  nChanged 3
		SP:Iteration 20F (1715.910000 sec): 3 clusters
  Score: Raw -160873.925528 + Penalty 2400.401600 = -158473.523928
  nChanged 1
		SP:Iteration 21Q (1715.910000 sec): 3 clusters
  Score: Raw -160874.208277 + Penalty 2400.401600 = -158473.806677
  nChanged 1
		SP:Iteration 22Q (1715.920000 sec): 3 clusters
  Score: Raw -160875.697775 + Penalty 2400.401600 = -158475.296174
  nChanged 2
		SP:Iteration 23Q (1715.920000 sec): 3 clusters
  Score: Raw -160876.025558 + Penalty 2400.401600 = -158475.623958
  nChanged 1
		SP:Iteration 24Q (1715.920000 sec): 3 clusters
  Score: Raw -160876.474389 + Penalty 2400.401600 = -158476.072788
  nChanged 2
		SP:Iteration 25Q (1715.930000 sec): 3 clusters
  Score: Raw -160877.836998 + Penalty 2400.401600 = -158477.435398
  nChanged 0
		SP:Iteration 26F (1715.930000 sec): 3 clusters
  Score: Raw -160877.836998 + Penalty 2400.401600 = -158477.435398
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 68 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1715.940000 sec): 2 clusters
  Score: Raw -194503.442646 + Penalty 1245.761063 = -193257.681583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1715.950000 sec): 3 clusters
  Score: Raw -193541.053000 + Penalty 2491.522126 = -191049.530875
  nChanged 782
		SP:Iteration 1F (1715.950000 sec): 3 clusters
  Score: Raw -194125.371704 + Penalty 2491.522126 = -191633.849579
  nChanged 212
		SP:Iteration 2F (1715.960000 sec): 3 clusters
  Score: Raw -194343.335439 + Penalty 2491.522126 = -191851.813314
  nChanged 152
		SP:Iteration 3F (1715.960000 sec): 3 clusters
  Score: Raw -194484.287972 + Penalty 2491.522126 = -191992.765846
  nChanged 104
		SP:Iteration 4Q (1715.970000 sec): 3 clusters
  Score: Raw -194606.994809 + Penalty 2491.522126 = -192115.472683
  nChanged 123
		SP:Iteration 5F (1715.980000 sec): 3 clusters
  Score: Raw -194739.113125 + Penalty 2491.522126 = -192247.591000
  nChanged 118
		SP:Iteration 6F (1715.980000 sec): 3 clusters
  Score: Raw -194878.995157 + Penalty 2491.522126 = -192387.473031
  nChanged 101
		SP:Iteration 7Q (1715.980000 sec): 3 clusters
  Score: Raw -194992.618629 + Penalty 2491.522126 = -192501.096503
  nChanged 82
		SP:Iteration 8Q (1715.990000 sec): 3 clusters
  Score: Raw -195079.174485 + Penalty 2491.522126 = -192587.652359
  nChanged 67
		SP:Iteration 9Q (1716.000000 sec): 3 clusters
  Score: Raw -195158.986176 + Penalty 2491.522126 = -192667.464050
  nChanged 54
		SP:Iteration 10Q (1716.000000 sec): 3 clusters
  Score: Raw -195230.854183 + Penalty 2491.522126 = -192739.332057
  nChanged 49
		SP:Iteration 11Q (1716.000000 sec): 3 clusters
  Score: Raw -195284.676469 + Penalty 2491.522126 = -192793.154343
  nChanged 29
		SP:Iteration 12Q (1716.010000 sec): 3 clusters
  Score: Raw -195305.698016 + Penalty 2491.522126 = -192814.175890
  nChanged 16
		SP:Iteration 13Q (1716.020000 sec): 3 clusters
  Score: Raw -195318.817653 + Penalty 2491.522126 = -192827.295527
  nChanged 11
		SP:Iteration 14Q (1716.020000 sec): 3 clusters
  Score: Raw -195324.971100 + Penalty 2491.522126 = -192833.448974
  nChanged 6
		SP:Iteration 15Q (1716.020000 sec): 3 clusters
  Score: Raw -195327.672330 + Penalty 2491.522126 = -192836.150204
  nChanged 6
		SP:Iteration 16Q (1716.030000 sec): 3 clusters
  Score: Raw -195330.072228 + Penalty 2491.522126 = -192838.550102
  nChanged 4
		SP:Iteration 17Q (1716.030000 sec): 3 clusters
  Score: Raw -195331.088518 + Penalty 2491.522126 = -192839.566393
  nChanged 2
		SP:Iteration 18Q (1716.040000 sec): 3 clusters
  Score: Raw -195333.260709 + Penalty 2491.522126 = -192841.738583
  nChanged 4
		SP:Iteration 19Q (1716.040000 sec): 3 clusters
  Score: Raw -195337.128511 + Penalty 2491.522126 = -192845.606385
  nChanged 3
		SP:Iteration 20F (1716.050000 sec): 3 clusters
  Score: Raw -195339.515489 + Penalty 2491.522126 = -192847.993364
  nChanged 1
		SP:Iteration 21Q (1716.050000 sec): 3 clusters
  Score: Raw -195340.143330 + Penalty 2491.522126 = -192848.621204
  nChanged 2
		SP:Iteration 22Q (1716.060000 sec): 3 clusters
  Score: Raw -195341.483500 + Penalty 2491.522126 = -192849.961374
  nChanged 1
		SP:Iteration 23Q (1716.060000 sec): 3 clusters
  Score: Raw -195342.855197 + Penalty 2491.522126 = -192851.333072
  nChanged 1
		SP:Iteration 24Q (1716.070000 sec): 3 clusters
  Score: Raw -195343.402054 + Penalty 2491.522126 = -192851.879928
  nChanged 0
		SP:Iteration 25F (1716.070000 sec): 3 clusters
  Score: Raw -195343.402054 + Penalty 2491.522126 = -192851.879928
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 69 (2265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1716.080000 sec): 2 clusters
  Score: Raw -227076.904563 + Penalty 1255.366131 = -225821.538432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1716.090000 sec): 3 clusters
  Score: Raw -226081.885353 + Penalty 2510.732262 = -223571.153091
  nChanged 779
		SP:Iteration 1F (1716.100000 sec): 3 clusters
  Score: Raw -226546.355954 + Penalty 2510.732262 = -224035.623691
  nChanged 183
		SP:Iteration 2F (1716.100000 sec): 3 clusters
  Score: Raw -226663.518101 + Penalty 2510.732262 = -224152.785838
  nChanged 115
		SP:Iteration 3F (1716.100000 sec): 3 clusters
  Score: Raw -226751.296605 + Penalty 2510.732262 = -224240.564343
  nChanged 103
		SP:Iteration 4Q (1716.110000 sec): 3 clusters
  Score: Raw -226829.804766 + Penalty 2510.732262 = -224319.072504
  nChanged 81
		SP:Iteration 5Q (1716.120000 sec): 3 clusters
  Score: Raw -226883.238271 + Penalty 2510.732262 = -224372.506008
  nChanged 72
		SP:Iteration 6Q (1716.120000 sec): 3 clusters
  Score: Raw -226929.348687 + Penalty 2510.732262 = -224418.616425
  nChanged 74
		SP:Iteration 7Q (1716.130000 sec): 3 clusters
  Score: Raw -226984.223323 + Penalty 2510.732262 = -224473.491061
  nChanged 81
		SP:Iteration 8Q (1716.140000 sec): 3 clusters
  Score: Raw -227039.869204 + Penalty 2510.732262 = -224529.136941
  nChanged 61
		SP:Iteration 9Q (1716.140000 sec): 3 clusters
  Score: Raw -227082.043931 + Penalty 2510.732262 = -224571.311669
  nChanged 60
		SP:Iteration 10Q (1716.140000 sec): 3 clusters
  Score: Raw -227126.921442 + Penalty 2510.732262 = -224616.189180
  nChanged 61
		SP:Iteration 11Q (1716.150000 sec): 3 clusters
  Score: Raw -227171.154527 + Penalty 2510.732262 = -224660.422265
  nChanged 52
		SP:Iteration 12Q (1716.160000 sec): 3 clusters
  Score: Raw -227205.506275 + Penalty 2510.732262 = -224694.774013
  nChanged 46
		SP:Iteration 13Q (1716.160000 sec): 3 clusters
  Score: Raw -227243.674142 + Penalty 2510.732262 = -224732.941879
  nChanged 42
		SP:Iteration 14Q (1716.170000 sec): 3 clusters
  Score: Raw -227285.769204 + Penalty 2510.732262 = -224775.036941
  nChanged 58
		SP:Iteration 15Q (1716.180000 sec): 3 clusters
  Score: Raw -227333.433268 + Penalty 2510.732262 = -224822.701006
  nChanged 44
		SP:Iteration 16Q (1716.180000 sec): 3 clusters
  Score: Raw -227374.693895 + Penalty 2510.732262 = -224863.961633
  nChanged 56
		SP:Iteration 17Q (1716.180000 sec): 3 clusters
  Score: Raw -227413.572058 + Penalty 2510.732262 = -224902.839796
  nChanged 36
		SP:Iteration 18Q (1716.190000 sec): 3 clusters
  Score: Raw -227435.021351 + Penalty 2510.732262 = -224924.289088
  nChanged 20
		SP:Iteration 19Q (1716.200000 sec): 3 clusters
  Score: Raw -227445.838842 + Penalty 2510.732262 = -224935.106580
  nChanged 18
		SP:Iteration 20F (1716.200000 sec): 3 clusters
  Score: Raw -227457.918589 + Penalty 2510.732262 = -224947.186327
  nChanged 14
		SP:Iteration 21Q (1716.210000 sec): 3 clusters
  Score: Raw -227468.918548 + Penalty 2510.732262 = -224958.186286
  nChanged 10
		SP:Iteration 22Q (1716.210000 sec): 3 clusters
  Score: Raw -227474.759200 + Penalty 2510.732262 = -224964.026937
  nChanged 7
		SP:Iteration 23Q (1716.220000 sec): 3 clusters
  Score: Raw -227478.462648 + Penalty 2510.732262 = -224967.730385
  nChanged 7
		SP:Iteration 24Q (1716.220000 sec): 3 clusters
  Score: Raw -227483.663362 + Penalty 2510.732262 = -224972.931100
  nChanged 9
		SP:Iteration 25Q (1716.230000 sec): 3 clusters
  Score: Raw -227487.760863 + Penalty 2510.732262 = -224977.028601
  nChanged 4
		SP:Iteration 26Q (1716.240000 sec): 3 clusters
  Score: Raw -227489.874360 + Penalty 2510.732262 = -224979.142098
  nChanged 5
		SP:Iteration 27Q (1716.240000 sec): 3 clusters
  Score: Raw -227491.898225 + Penalty 2510.732262 = -224981.165962
  nChanged 2
		SP:Iteration 28Q (1716.250000 sec): 3 clusters
  Score: Raw -227493.061446 + Penalty 2510.732262 = -224982.329184
  nChanged 1
		SP:Iteration 29Q (1716.250000 sec): 3 clusters
  Score: Raw -227493.378983 + Penalty 2510.732262 = -224982.646720
  nChanged 1
		SP:Iteration 30Q (1716.260000 sec): 3 clusters
  Score: Raw -227493.738361 + Penalty 2510.732262 = -224983.006099
  nChanged 0
		SP:Iteration 31F (1716.260000 sec): 3 clusters
  Score: Raw -227493.738361 + Penalty 2510.732262 = -224983.006099
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 70 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1716.270000 sec): 2 clusters
  Score: Raw -31048.758994 + Penalty 948.156745 = -30100.602249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1716.270000 sec): 3 clusters
  Score: Raw -31176.364029 + Penalty 1896.313490 = -29280.050539
  nChanged 80
		SP:Iteration 1F (1716.270000 sec): 3 clusters
  Score: Raw -31478.370010 + Penalty 1896.313490 = -29582.056520
  nChanged 27
		SP:Iteration 2F (1716.270000 sec): 3 clusters
  Score: Raw -31757.809553 + Penalty 1896.313490 = -29861.496064
  nChanged 38
		SP:Iteration 3F (1716.270000 sec): 3 clusters
  Score: Raw -31905.504308 + Penalty 1896.313490 = -30009.190818
  nChanged 24
		SP:Iteration 4F (1716.280000 sec): 3 clusters
  Score: Raw -32030.965558 + Penalty 1896.313490 = -30134.652069
  nChanged 13
		SP:Iteration 5Q (1716.280000 sec): 3 clusters
  Score: Raw -32139.662938 + Penalty 1896.313490 = -30243.349448
  nChanged 9
		SP:Iteration 6Q (1716.280000 sec): 3 clusters
  Score: Raw -32246.373238 + Penalty 1896.313490 = -30350.059749
  nChanged 0
		SP:Iteration 7F (1716.280000 sec): 3 clusters
  Score: Raw -32246.373238 + Penalty 1896.313490 = -30350.059749
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 71 (1438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1716.290000 sec): 2 clusters
  Score: Raw -147716.265284 + Penalty 1181.538887 = -146534.726396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1716.290000 sec): 3 clusters
  Score: Raw -147204.170145 + Penalty 2363.077775 = -144841.092370
  nChanged 456
		SP:Iteration 1F (1716.300000 sec): 3 clusters
  Score: Raw -147511.779953 + Penalty 2363.077775 = -145148.702178
  nChanged 94
		SP:Iteration 2F (1716.300000 sec): 3 clusters
  Score: Raw -147578.259319 + Penalty 2363.077775 = -145215.181544
  nChanged 49
		SP:Iteration 3Q (1716.300000 sec): 3 clusters
  Score: Raw -147613.767451 + Penalty 2363.077775 = -145250.689676
  nChanged 28
		SP:Iteration 4Q (1716.310000 sec): 3 clusters
  Score: Raw -147630.834954 + Penalty 2363.077775 = -145267.757179
  nChanged 22
		SP:Iteration 5Q (1716.310000 sec): 3 clusters
  Score: Raw -147644.090925 + Penalty 2363.077775 = -145281.013150
  nChanged 17
		SP:Iteration 6Q (1716.310000 sec): 3 clusters
  Score: Raw -147653.408539 + Penalty 2363.077775 = -145290.330764
  nChanged 13
		SP:Iteration 7Q (1716.320000 sec): 3 clusters
  Score: Raw -147660.207975 + Penalty 2363.077775 = -145297.130200
  nChanged 10
		SP:Iteration 8Q (1716.320000 sec): 3 clusters
  Score: Raw -147666.867434 + Penalty 2363.077775 = -145303.789659
  nChanged 14
		SP:Iteration 9Q (1716.320000 sec): 3 clusters
  Score: Raw -147676.692597 + Penalty 2363.077775 = -145313.614822
  nChanged 11
		SP:Iteration 10Q (1716.330000 sec): 3 clusters
  Score: Raw -147684.856801 + Penalty 2363.077775 = -145321.779026
  nChanged 7
		SP:Iteration 11Q (1716.330000 sec): 3 clusters
  Score: Raw -147689.561567 + Penalty 2363.077775 = -145326.483792
  nChanged 6
		SP:Iteration 12Q (1716.340000 sec): 3 clusters
  Score: Raw -147693.053210 + Penalty 2363.077775 = -145329.975435
  nChanged 11
		SP:Iteration 13Q (1716.340000 sec): 3 clusters
  Score: Raw -147703.234362 + Penalty 2363.077775 = -145340.156587
  nChanged 13
		SP:Iteration 14Q (1716.340000 sec): 3 clusters
  Score: Raw -147712.699749 + Penalty 2363.077775 = -145349.621974
  nChanged 11
		SP:Iteration 15Q (1716.340000 sec): 3 clusters
  Score: Raw -147720.465510 + Penalty 2363.077775 = -145357.387735
  nChanged 10
		SP:Iteration 16Q (1716.350000 sec): 3 clusters
  Score: Raw -147725.727602 + Penalty 2363.077775 = -145362.649828
  nChanged 10
		SP:Iteration 17Q (1716.350000 sec): 3 clusters
  Score: Raw -147729.856877 + Penalty 2363.077775 = -145366.779102
  nChanged 2
		SP:Iteration 18Q (1716.360000 sec): 3 clusters
  Score: Raw -147730.270483 + Penalty 2363.077775 = -145367.192708
  nChanged 1
		SP:Iteration 19Q (1716.360000 sec): 3 clusters
  Score: Raw -147730.390100 + Penalty 2363.077775 = -145367.312325
  nChanged 0
		SP:Iteration 20F (1716.360000 sec): 3 clusters
  Score: Raw -147730.390100 + Penalty 2363.077775 = -145367.312325
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 72 (4346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1716.380000 sec): 2 clusters
  Score: Raw -406686.921473 + Penalty 1361.264314 = -405325.657159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1716.390000 sec): 3 clusters
  Score: Raw -404456.599645 + Penalty 2722.528627 = -401734.071018
  nChanged 1722
		SP:Iteration 1F (1716.400000 sec): 3 clusters
  Score: Raw -405491.230115 + Penalty 2722.528627 = -402768.701487
  nChanged 325
		SP:Iteration 2F (1716.410000 sec): 3 clusters
  Score: Raw -405736.621252 + Penalty 2722.528627 = -403014.092625
  nChanged 308
		SP:Iteration 3F (1716.420000 sec): 3 clusters
  Score: Raw -406039.917813 + Penalty 2722.528627 = -403317.389186
  nChanged 332
		SP:Iteration 4F (1716.430000 sec): 3 clusters
  Score: Raw -406377.729406 + Penalty 2722.528627 = -403655.200779
  nChanged 341
		SP:Iteration 5F (1716.440000 sec): 3 clusters
  Score: Raw -406805.362869 + Penalty 2722.528627 = -404082.834241
  nChanged 334
		SP:Iteration 6F (1716.450000 sec): 3 clusters
  Score: Raw -407204.393630 + Penalty 2722.528627 = -404481.865002
  nChanged 236
		SP:Iteration 7F (1716.460000 sec): 3 clusters
  Score: Raw -407482.865391 + Penalty 2722.528627 = -404760.336764
  nChanged 167
		SP:Iteration 8Q (1716.480000 sec): 3 clusters
  Score: Raw -407651.636018 + Penalty 2722.528627 = -404929.107391
  nChanged 113
		SP:Iteration 9Q (1716.480000 sec): 3 clusters
  Score: Raw -407749.262000 + Penalty 2722.528627 = -405026.733372
  nChanged 78
		SP:Iteration 10Q (1716.490000 sec): 3 clusters
  Score: Raw -407820.132935 + Penalty 2722.528627 = -405097.604308
  nChanged 69
		SP:Iteration 11Q (1716.500000 sec): 3 clusters
  Score: Raw -407875.037864 + Penalty 2722.528627 = -405152.509236
  nChanged 54
		SP:Iteration 12Q (1716.510000 sec): 3 clusters
  Score: Raw -407913.417339 + Penalty 2722.528627 = -405190.888712
  nChanged 53
		SP:Iteration 13Q (1716.520000 sec): 3 clusters
  Score: Raw -407951.444705 + Penalty 2722.528627 = -405228.916078
  nChanged 50
		SP:Iteration 14Q (1716.530000 sec): 3 clusters
  Score: Raw -407991.485035 + Penalty 2722.528627 = -405268.956407
  nChanged 49
		SP:Iteration 15Q (1716.540000 sec): 3 clusters
  Score: Raw -408030.484224 + Penalty 2722.528627 = -405307.955597
  nChanged 48
		SP:Iteration 16Q (1716.550000 sec): 3 clusters
  Score: Raw -408074.695002 + Penalty 2722.528627 = -405352.166375
  nChanged 64
		SP:Iteration 17Q (1716.560000 sec): 3 clusters
  Score: Raw -408136.122977 + Penalty 2722.528627 = -405413.594349
  nChanged 70
		SP:Iteration 18Q (1716.560000 sec): 3 clusters
  Score: Raw -408209.545982 + Penalty 2722.528627 = -405487.017354
  nChanged 63
		SP:Iteration 19Q (1716.570000 sec): 3 clusters
  Score: Raw -408289.798016 + Penalty 2722.528627 = -405567.269389
  nChanged 63
		SP:Iteration 20F (1716.580000 sec): 3 clusters
  Score: Raw -408387.939374 + Penalty 2722.528627 = -405665.410747
  nChanged 67
		SP:Iteration 21Q (1716.590000 sec): 3 clusters
  Score: Raw -408487.280330 + Penalty 2722.528627 = -405764.751703
  nChanged 42
		SP:Iteration 22Q (1716.600000 sec): 3 clusters
  Score: Raw -408551.005364 + Penalty 2722.528627 = -405828.476736
  nChanged 39
		SP:Iteration 23Q (1716.610000 sec): 3 clusters
  Score: Raw -408613.164723 + Penalty 2722.528627 = -405890.636095
  nChanged 34
		SP:Iteration 24Q (1716.620000 sec): 3 clusters
  Score: Raw -408661.736062 + Penalty 2722.528627 = -405939.207435
  nChanged 26
		SP:Iteration 25Q (1716.630000 sec): 3 clusters
  Score: Raw -408687.485130 + Penalty 2722.528627 = -405964.956503
  nChanged 10
		SP:Iteration 26Q (1716.640000 sec): 3 clusters
  Score: Raw -408693.758926 + Penalty 2722.528627 = -405971.230299
  nChanged 5
		SP:Iteration 27Q (1716.640000 sec): 3 clusters
  Score: Raw -408695.283309 + Penalty 2722.528627 = -405972.754682
  nChanged 2
		SP:Iteration 28Q (1716.650000 sec): 3 clusters
  Score: Raw -408695.704606 + Penalty 2722.528627 = -405973.175978
  nChanged 3
		SP:Iteration 29Q (1716.660000 sec): 3 clusters
  Score: Raw -408696.942013 + Penalty 2722.528627 = -405974.413385
  nChanged 1
		SP:Iteration 30Q (1716.670000 sec): 3 clusters
  Score: Raw -408697.115845 + Penalty 2722.528627 = -405974.587218
  nChanged 0
		SP:Iteration 31F (1716.680000 sec): 3 clusters
  Score: Raw -408699.506669 + Penalty 2722.528627 = -405976.978041
  nChanged 2
		SP:Iteration 32Q (1716.690000 sec): 3 clusters
  Score: Raw -408700.605913 + Penalty 2722.528627 = -405978.077286
  nChanged 1
		SP:Iteration 33Q (1716.700000 sec): 3 clusters
  Score: Raw -408700.737689 + Penalty 2722.528627 = -405978.209061
  nChanged 0
		SP:Iteration 34F (1716.710000 sec): 3 clusters
  Score: Raw -408700.737689 + Penalty 2722.528627 = -405978.209061
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 73 (5334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1716.730000 sec): 2 clusters
  Score: Raw -513701.207589 + Penalty 1394.551715 = -512306.655874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1716.740000 sec): 3 clusters
  Score: Raw -510965.771416 + Penalty 2789.103429 = -508176.667987
  nChanged 2198
		SP:Iteration 1F (1716.760000 sec): 3 clusters
  Score: Raw -512258.299308 + Penalty 2789.103429 = -509469.195879
  nChanged 472
		SP:Iteration 2F (1716.770000 sec): 3 clusters
  Score: Raw -512658.794185 + Penalty 2789.103429 = -509869.690756
  nChanged 440
		SP:Iteration 3F (1716.780000 sec): 3 clusters
  Score: Raw -513085.155550 + Penalty 2789.103429 = -510296.052121
  nChanged 433
		SP:Iteration 4F (1716.800000 sec): 3 clusters
  Score: Raw -513502.867271 + Penalty 2789.103429 = -510713.763842
  nChanged 387
		SP:Iteration 5F (1716.810000 sec): 3 clusters
  Score: Raw -513889.926672 + Penalty 2789.103429 = -511100.823243
  nChanged 297
		SP:Iteration 6F (1716.820000 sec): 3 clusters
  Score: Raw -514193.579964 + Penalty 2789.103429 = -511404.476535
  nChanged 223
		SP:Iteration 7Q (1716.840000 sec): 3 clusters
  Score: Raw -514398.863353 + Penalty 2789.103429 = -511609.759924
  nChanged 163
		SP:Iteration 8Q (1716.850000 sec): 3 clusters
  Score: Raw -514518.177353 + Penalty 2789.103429 = -511729.073924
  nChanged 126
		SP:Iteration 9Q (1716.860000 sec): 3 clusters
  Score: Raw -514621.543286 + Penalty 2789.103429 = -511832.439857
  nChanged 85
		SP:Iteration 10Q (1716.880000 sec): 3 clusters
  Score: Raw -514678.773930 + Penalty 2789.103429 = -511889.670501
  nChanged 64
		SP:Iteration 11Q (1716.890000 sec): 3 clusters
  Score: Raw -514722.408220 + Penalty 2789.103429 = -511933.304791
  nChanged 53
		SP:Iteration 12Q (1716.900000 sec): 3 clusters
  Score: Raw -514760.847091 + Penalty 2789.103429 = -511971.743662
  nChanged 41
		SP:Iteration 13Q (1716.920000 sec): 3 clusters
  Score: Raw -514794.292520 + Penalty 2789.103429 = -512005.189091
  nChanged 33
		SP:Iteration 14Q (1716.930000 sec): 3 clusters
  Score: Raw -514817.723706 + Penalty 2789.103429 = -512028.620277
  nChanged 34
		SP:Iteration 15Q (1716.940000 sec): 3 clusters
  Score: Raw -514841.697255 + Penalty 2789.103429 = -512052.593826
  nChanged 21
		SP:Iteration 16Q (1716.950000 sec): 3 clusters
  Score: Raw -514857.383522 + Penalty 2789.103429 = -512068.280093
  nChanged 13
		SP:Iteration 17Q (1716.960000 sec): 3 clusters
  Score: Raw -514863.031837 + Penalty 2789.103429 = -512073.928408
  nChanged 14
		SP:Iteration 18Q (1716.980000 sec): 3 clusters
  Score: Raw -514868.256818 + Penalty 2789.103429 = -512079.153389
  nChanged 6
		SP:Iteration 19Q (1716.990000 sec): 3 clusters
  Score: Raw -514870.494429 + Penalty 2789.103429 = -512081.391000
  nChanged 2
		SP:Iteration 20F (1717.000000 sec): 3 clusters
  Score: Raw -514871.315922 + Penalty 2789.103429 = -512082.212493
  nChanged 1
		SP:Iteration 21Q (1717.020000 sec): 3 clusters
  Score: Raw -514871.812980 + Penalty 2789.103429 = -512082.709551
  nChanged 0
		SP:Iteration 22F (1717.030000 sec): 3 clusters
  Score: Raw -514871.812980 + Penalty 2789.103429 = -512082.709551
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 74 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1717.040000 sec): 2 clusters
  Score: Raw -50100.009285 + Penalty 1052.007238 = -49048.002047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1717.040000 sec): 3 clusters
  Score: Raw -49998.863022 + Penalty 2104.014476 = -47894.848545
  nChanged 174
		SP:Iteration 1F (1717.040000 sec): 3 clusters
  Score: Raw -50262.967355 + Penalty 2104.014476 = -48158.952879
  nChanged 54
		SP:Iteration 2F (1717.040000 sec): 3 clusters
  Score: Raw -50364.029459 + Penalty 2104.014476 = -48260.014983
  nChanged 36
		SP:Iteration 3F (1717.040000 sec): 3 clusters
  Score: Raw -50445.112859 + Penalty 2104.014476 = -48341.098383
  nChanged 35
		SP:Iteration 4F (1717.050000 sec): 3 clusters
  Score: Raw -50515.267832 + Penalty 2104.014476 = -48411.253355
  nChanged 23
		SP:Iteration 5Q (1717.050000 sec): 3 clusters
  Score: Raw -50572.549130 + Penalty 2104.014476 = -48468.534654
  nChanged 20
		SP:Iteration 6Q (1717.050000 sec): 3 clusters
  Score: Raw -50621.936677 + Penalty 2104.014476 = -48517.922201
  nChanged 18
		SP:Iteration 7Q (1717.050000 sec): 3 clusters
  Score: Raw -50677.540420 + Penalty 2104.014476 = -48573.525944
  nChanged 17
		SP:Iteration 8Q (1717.050000 sec): 3 clusters
  Score: Raw -50723.390977 + Penalty 2104.014476 = -48619.376501
  nChanged 14
		SP:Iteration 9Q (1717.060000 sec): 3 clusters
  Score: Raw -50750.329080 + Penalty 2104.014476 = -48646.314604
  nChanged 7
		SP:Iteration 10Q (1717.060000 sec): 3 clusters
  Score: Raw -50768.839796 + Penalty 2104.014476 = -48664.825319
  nChanged 5
		SP:Iteration 11Q (1717.060000 sec): 3 clusters
  Score: Raw -50784.119359 + Penalty 2104.014476 = -48680.104883
  nChanged 9
		SP:Iteration 12Q (1717.060000 sec): 3 clusters
  Score: Raw -50805.728092 + Penalty 2104.014476 = -48701.713616
  nChanged 6
		SP:Iteration 13Q (1717.060000 sec): 3 clusters
  Score: Raw -50813.916915 + Penalty 2104.014476 = -48709.902438
  nChanged 4
		SP:Iteration 14Q (1717.060000 sec): 3 clusters
  Score: Raw -50818.982839 + Penalty 2104.014476 = -48714.968362
  nChanged 1
		SP:Iteration 15Q (1717.060000 sec): 3 clusters
  Score: Raw -50823.000155 + Penalty 2104.014476 = -48718.985679
  nChanged 1
		SP:Iteration 16Q (1717.060000 sec): 3 clusters
  Score: Raw -50823.682920 + Penalty 2104.014476 = -48719.668443
  nChanged 0
		SP:Iteration 17F (1717.070000 sec): 3 clusters
  Score: Raw -50823.682920 + Penalty 2104.014476 = -48719.668443
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 75 (1791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1717.080000 sec): 2 clusters
  Score: Raw -170553.031844 + Penalty 1217.211028 = -169335.820816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1717.080000 sec): 3 clusters
  Score: Raw -169797.356737 + Penalty 2434.422056 = -167362.934682
  nChanged 633
		SP:Iteration 1F (1717.080000 sec): 3 clusters
  Score: Raw -170239.917149 + Penalty 2434.422056 = -167805.495093
  nChanged 135
		SP:Iteration 2F (1717.090000 sec): 3 clusters
  Score: Raw -170360.110928 + Penalty 2434.422056 = -167925.688873
  nChanged 100
		SP:Iteration 3F (1717.090000 sec): 3 clusters
  Score: Raw -170444.900190 + Penalty 2434.422056 = -168010.478134
  nChanged 91
		SP:Iteration 4F (1717.100000 sec): 3 clusters
  Score: Raw -170533.804083 + Penalty 2434.422056 = -168099.382027
  nChanged 80
		SP:Iteration 5Q (1717.100000 sec): 3 clusters
  Score: Raw -170626.311537 + Penalty 2434.422056 = -168191.889481
  nChanged 69
		SP:Iteration 6Q (1717.110000 sec): 3 clusters
  Score: Raw -170699.522902 + Penalty 2434.422056 = -168265.100847
  nChanged 74
		SP:Iteration 7Q (1717.110000 sec): 3 clusters
  Score: Raw -170784.312923 + Penalty 2434.422056 = -168349.890867
  nChanged 62
		SP:Iteration 8Q (1717.120000 sec): 3 clusters
  Score: Raw -170855.024965 + Penalty 2434.422056 = -168420.602909
  nChanged 52
		SP:Iteration 9Q (1717.120000 sec): 3 clusters
  Score: Raw -170927.224463 + Penalty 2434.422056 = -168492.802407
  nChanged 63
		SP:Iteration 10Q (1717.120000 sec): 3 clusters
  Score: Raw -171011.161006 + Penalty 2434.422056 = -168576.738950
  nChanged 59
		SP:Iteration 11Q (1717.130000 sec): 3 clusters
  Score: Raw -171068.936838 + Penalty 2434.422056 = -168634.514782
  nChanged 41
		SP:Iteration 12Q (1717.130000 sec): 3 clusters
  Score: Raw -171117.259651 + Penalty 2434.422056 = -168682.837595
  nChanged 35
		SP:Iteration 13Q (1717.140000 sec): 3 clusters
  Score: Raw -171156.159386 + Penalty 2434.422056 = -168721.737331
  nChanged 37
		SP:Iteration 14Q (1717.140000 sec): 3 clusters
  Score: Raw -171190.719828 + Penalty 2434.422056 = -168756.297772
  nChanged 36
		SP:Iteration 15Q (1717.140000 sec): 3 clusters
  Score: Raw -171227.204378 + Penalty 2434.422056 = -168792.782322
  nChanged 23
		SP:Iteration 16Q (1717.150000 sec): 3 clusters
  Score: Raw -171252.597861 + Penalty 2434.422056 = -168818.175805
  nChanged 22
		SP:Iteration 17Q (1717.150000 sec): 3 clusters
  Score: Raw -171270.380870 + Penalty 2434.422056 = -168835.958814
  nChanged 15
		SP:Iteration 18Q (1717.160000 sec): 3 clusters
  Score: Raw -171285.950483 + Penalty 2434.422056 = -168851.528427
  nChanged 11
		SP:Iteration 19Q (1717.160000 sec): 3 clusters
  Score: Raw -171297.246809 + Penalty 2434.422056 = -168862.824753
  nChanged 7
		SP:Iteration 20F (1717.160000 sec): 3 clusters
  Score: Raw -171301.518551 + Penalty 2434.422056 = -168867.096495
  nChanged 6
		SP:Iteration 21Q (1717.170000 sec): 3 clusters
  Score: Raw -171306.894721 + Penalty 2434.422056 = -168872.472665
  nChanged 6
		SP:Iteration 22Q (1717.170000 sec): 3 clusters
  Score: Raw -171310.225233 + Penalty 2434.422056 = -168875.803178
  nChanged 5
		SP:Iteration 23Q (1717.180000 sec): 3 clusters
  Score: Raw -171313.519686 + Penalty 2434.422056 = -168879.097631
  nChanged 2
		SP:Iteration 24Q (1717.180000 sec): 3 clusters
  Score: Raw -171314.395398 + Penalty 2434.422056 = -168879.973343
  nChanged 0
		SP:Iteration 25F (1717.190000 sec): 3 clusters
  Score: Raw -171314.395398 + Penalty 2434.422056 = -168879.973343
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 76 (5850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1717.210000 sec): 2 clusters
  Score: Raw -561359.672046 + Penalty 1409.557003 = -559950.115043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1717.230000 sec): 3 clusters
  Score: Raw -558191.342800 + Penalty 2819.114006 = -555372.228795
  nChanged 2452
		SP:Iteration 1F (1717.240000 sec): 3 clusters
  Score: Raw -559601.906183 + Penalty 2819.114006 = -556782.792177
  nChanged 454
		SP:Iteration 2F (1717.250000 sec): 3 clusters
  Score: Raw -559886.253414 + Penalty 2819.114006 = -557067.139409
  nChanged 377
		SP:Iteration 3F (1717.270000 sec): 3 clusters
  Score: Raw -560148.883667 + Penalty 2819.114006 = -557329.769661
  nChanged 332
		SP:Iteration 4F (1717.290000 sec): 3 clusters
  Score: Raw -560437.248745 + Penalty 2819.114006 = -557618.134739
  nChanged 372
		SP:Iteration 5F (1717.300000 sec): 3 clusters
  Score: Raw -560825.997109 + Penalty 2819.114006 = -558006.883104
  nChanged 380
		SP:Iteration 6F (1717.310000 sec): 3 clusters
  Score: Raw -561251.328972 + Penalty 2819.114006 = -558432.214967
  nChanged 387
		SP:Iteration 7F (1717.330000 sec): 3 clusters
  Score: Raw -561618.333916 + Penalty 2819.114006 = -558799.219911
  nChanged 298
		SP:Iteration 8F (1717.350000 sec): 3 clusters
  Score: Raw -561862.684896 + Penalty 2819.114006 = -559043.570891
  nChanged 223
		SP:Iteration 9Q (1717.360000 sec): 3 clusters
  Score: Raw -562000.765075 + Penalty 2819.114006 = -559181.651069
  nChanged 159
		SP:Iteration 10Q (1717.370000 sec): 3 clusters
  Score: Raw -562080.397619 + Penalty 2819.114006 = -559261.283613
  nChanged 110
		SP:Iteration 11Q (1717.390000 sec): 3 clusters
  Score: Raw -562136.106100 + Penalty 2819.114006 = -559316.992094
  nChanged 77
		SP:Iteration 12Q (1717.400000 sec): 3 clusters
  Score: Raw -562169.958241 + Penalty 2819.114006 = -559350.844235
  nChanged 67
		SP:Iteration 13Q (1717.410000 sec): 3 clusters
  Score: Raw -562196.245601 + Penalty 2819.114006 = -559377.131596
  nChanged 48
		SP:Iteration 14Q (1717.430000 sec): 3 clusters
  Score: Raw -562214.835277 + Penalty 2819.114006 = -559395.721271
  nChanged 35
		SP:Iteration 15Q (1717.440000 sec): 3 clusters
  Score: Raw -562225.943733 + Penalty 2819.114006 = -559406.829728
  nChanged 26
		SP:Iteration 16Q (1717.460000 sec): 3 clusters
  Score: Raw -562232.162337 + Penalty 2819.114006 = -559413.048331
  nChanged 20
		SP:Iteration 17Q (1717.470000 sec): 3 clusters
  Score: Raw -562236.109723 + Penalty 2819.114006 = -559416.995717
  nChanged 15
		SP:Iteration 18Q (1717.480000 sec): 3 clusters
  Score: Raw -562239.319422 + Penalty 2819.114006 = -559420.205416
  nChanged 15
		SP:Iteration 19Q (1717.500000 sec): 3 clusters
  Score: Raw -562242.667166 + Penalty 2819.114006 = -559423.553161
  nChanged 14
		SP:Iteration 20F (1717.510000 sec): 3 clusters
  Score: Raw -562247.187464 + Penalty 2819.114006 = -559428.073459
  nChanged 16
		SP:Iteration 21Q (1717.530000 sec): 3 clusters
  Score: Raw -562251.626510 + Penalty 2819.114006 = -559432.512504
  nChanged 13
		SP:Iteration 22Q (1717.540000 sec): 3 clusters
  Score: Raw -562255.218742 + Penalty 2819.114006 = -559436.104736
  nChanged 9
		SP:Iteration 23Q (1717.550000 sec): 3 clusters
  Score: Raw -562258.469459 + Penalty 2819.114006 = -559439.355453
  nChanged 7
		SP:Iteration 24Q (1717.570000 sec): 3 clusters
  Score: Raw -562260.421357 + Penalty 2819.114006 = -559441.307352
  nChanged 7
		SP:Iteration 25Q (1717.580000 sec): 3 clusters
  Score: Raw -562261.754740 + Penalty 2819.114006 = -559442.640735
  nChanged 5
		SP:Iteration 26Q (1717.590000 sec): 3 clusters
  Score: Raw -562262.457323 + Penalty 2819.114006 = -559443.343318
  nChanged 5
		SP:Iteration 27Q (1717.610000 sec): 3 clusters
  Score: Raw -562263.190002 + Penalty 2819.114006 = -559444.075997
  nChanged 6
		SP:Iteration 28Q (1717.620000 sec): 3 clusters
  Score: Raw -562264.245786 + Penalty 2819.114006 = -559445.131780
  nChanged 5
		SP:Iteration 29Q (1717.640000 sec): 3 clusters
  Score: Raw -562265.141861 + Penalty 2819.114006 = -559446.027855
  nChanged 5
		SP:Iteration 30Q (1717.650000 sec): 3 clusters
  Score: Raw -562265.858320 + Penalty 2819.114006 = -559446.744315
  nChanged 3
		SP:Iteration 31Q (1717.670000 sec): 3 clusters
  Score: Raw -562266.239769 + Penalty 2819.114006 = -559447.125763
  nChanged 6
		SP:Iteration 32Q (1717.680000 sec): 3 clusters
  Score: Raw -562267.553855 + Penalty 2819.114006 = -559448.439850
  nChanged 10
		SP:Iteration 33Q (1717.690000 sec): 3 clusters
  Score: Raw -562271.111120 + Penalty 2819.114006 = -559451.997114
  nChanged 12
		SP:Iteration 34Q (1717.710000 sec): 3 clusters
  Score: Raw -562273.300899 + Penalty 2819.114006 = -559454.186893
  nChanged 12
		SP:Iteration 35Q (1717.720000 sec): 3 clusters
  Score: Raw -562275.577129 + Penalty 2819.114006 = -559456.463124
  nChanged 13
		SP:Iteration 36Q (1717.730000 sec): 3 clusters
  Score: Raw -562279.485340 + Penalty 2819.114006 = -559460.371334
  nChanged 18
		SP:Iteration 37Q (1717.750000 sec): 3 clusters
  Score: Raw -562283.457341 + Penalty 2819.114006 = -559464.343335
  nChanged 12
		SP:Iteration 38Q (1717.760000 sec): 3 clusters
  Score: Raw -562286.082575 + Penalty 2819.114006 = -559466.968569
  nChanged 17
		SP:Iteration 39Q (1717.770000 sec): 3 clusters
  Score: Raw -562290.017008 + Penalty 2819.114006 = -559470.903003
  nChanged 20
		SP:Iteration 40F (1717.790000 sec): 3 clusters
  Score: Raw -562295.154161 + Penalty 2819.114006 = -559476.040155
  nChanged 19
		SP:Iteration 41Q (1717.800000 sec): 3 clusters
  Score: Raw -562299.287306 + Penalty 2819.114006 = -559480.173300
  nChanged 10
		SP:Iteration 42Q (1717.810000 sec): 3 clusters
  Score: Raw -562301.458084 + Penalty 2819.114006 = -559482.344079
  nChanged 16
		SP:Iteration 43Q (1717.830000 sec): 3 clusters
  Score: Raw -562305.759394 + Penalty 2819.114006 = -559486.645388
  nChanged 18
		SP:Iteration 44Q (1717.840000 sec): 3 clusters
  Score: Raw -562313.095842 + Penalty 2819.114006 = -559493.981836
  nChanged 27
		SP:Iteration 45Q (1717.850000 sec): 3 clusters
  Score: Raw -562322.996048 + Penalty 2819.114006 = -559503.882043
  nChanged 26
		SP:Iteration 46Q (1717.870000 sec): 3 clusters
  Score: Raw -562331.328229 + Penalty 2819.114006 = -559512.214223
  nChanged 37
		SP:Iteration 47Q (1717.880000 sec): 3 clusters
  Score: Raw -562346.810380 + Penalty 2819.114006 = -559527.696374
  nChanged 57
		SP:Iteration 48Q (1717.890000 sec): 3 clusters
  Score: Raw -562377.064784 + Penalty 2819.114006 = -559557.950779
  nChanged 78
		SP:Iteration 49Q (1717.910000 sec): 3 clusters
  Score: Raw -562419.545360 + Penalty 2819.114006 = -559600.431355
  nChanged 83
		SP:Iteration 50Q (1717.920000 sec): 3 clusters
  Score: Raw -562463.674953 + Penalty 2819.114006 = -559644.560948
  nChanged 86
		SP:Iteration 51Q (1717.940000 sec): 3 clusters
  Score: Raw -562511.803412 + Penalty 2819.114006 = -559692.689407
  nChanged 92
		SP:Iteration 52Q (1717.950000 sec): 3 clusters
  Score: Raw -562583.018848 + Penalty 2819.114006 = -559763.904843
  nChanged 115
		SP:Iteration 53Q (1717.960000 sec): 3 clusters
  Score: Raw -562659.977839 + Penalty 2819.114006 = -559840.863833
  nChanged 110
		SP:Iteration 54Q (1717.980000 sec): 3 clusters
  Score: Raw -562733.898700 + Penalty 2819.114006 = -559914.784694
  nChanged 105
		SP:Iteration 55Q (1717.990000 sec): 3 clusters
  Score: Raw -562818.794289 + Penalty 2819.114006 = -559999.680284
  nChanged 117
		SP:Iteration 56Q (1718.000000 sec): 3 clusters
  Score: Raw -562951.430777 + Penalty 2819.114006 = -560132.316771
  nChanged 119
		SP:Iteration 57Q (1718.020000 sec): 3 clusters
  Score: Raw -563088.377050 + Penalty 2819.114006 = -560269.263044
  nChanged 118
		SP:Iteration 58Q (1718.030000 sec): 3 clusters
  Score: Raw -563198.837057 + Penalty 2819.114006 = -560379.723052
  nChanged 83
		SP:Iteration 59Q (1718.040000 sec): 3 clusters
  Score: Raw -563245.320682 + Penalty 2819.114006 = -560426.206676
  nChanged 43
		SP:Iteration 60F (1718.060000 sec): 3 clusters
  Score: Raw -563263.701580 + Penalty 2819.114006 = -560444.587574
  nChanged 28
		SP:Iteration 61Q (1718.070000 sec): 3 clusters
  Score: Raw -563273.266932 + Penalty 2819.114006 = -560454.152926
  nChanged 24
		SP:Iteration 62Q (1718.080000 sec): 3 clusters
  Score: Raw -563280.914534 + Penalty 2819.114006 = -560461.800529
  nChanged 19
		SP:Iteration 63Q (1718.090000 sec): 3 clusters
  Score: Raw -563287.283873 + Penalty 2819.114006 = -560468.169868
  nChanged 10
		SP:Iteration 64Q (1718.110000 sec): 3 clusters
  Score: Raw -563290.116963 + Penalty 2819.114006 = -560471.002957
  nChanged 11
		SP:Iteration 65Q (1718.120000 sec): 3 clusters
  Score: Raw -563292.156695 + Penalty 2819.114006 = -560473.042690
  nChanged 7
		SP:Iteration 66Q (1718.130000 sec): 3 clusters
  Score: Raw -563293.509483 + Penalty 2819.114006 = -560474.395477
  nChanged 5
		SP:Iteration 67Q (1718.150000 sec): 3 clusters
  Score: Raw -563294.850958 + Penalty 2819.114006 = -560475.736953
  nChanged 4
		SP:Iteration 68Q (1718.160000 sec): 3 clusters
  Score: Raw -563295.478086 + Penalty 2819.114006 = -560476.364080
  nChanged 1
		SP:Iteration 69Q (1718.170000 sec): 3 clusters
  Score: Raw -563295.570414 + Penalty 2819.114006 = -560476.456409
  nChanged 1
		SP:Iteration 70Q (1718.190000 sec): 3 clusters
  Score: Raw -563295.794454 + Penalty 2819.114006 = -560476.680448
  nChanged 1
		SP:Iteration 71Q (1718.200000 sec): 3 clusters
  Score: Raw -563296.183148 + Penalty 2819.114006 = -560477.069143
  nChanged 1
		SP:Iteration 72Q (1718.210000 sec): 3 clusters
  Score: Raw -563296.268650 + Penalty 2819.114006 = -560477.154645
  nChanged 1
		SP:Iteration 73Q (1718.220000 sec): 3 clusters
  Score: Raw -563296.406962 + Penalty 2819.114006 = -560477.292957
  nChanged 3
		SP:Iteration 74Q (1718.240000 sec): 3 clusters
  Score: Raw -563296.890403 + Penalty 2819.114006 = -560477.776397
  nChanged 1
		SP:Iteration 75Q (1718.250000 sec): 3 clusters
  Score: Raw -563297.024938 + Penalty 2819.114006 = -560477.910932
  nChanged 1
		SP:Iteration 76Q (1718.260000 sec): 3 clusters
  Score: Raw -563297.122571 + Penalty 2819.114006 = -560478.008566
  nChanged 0
		SP:Iteration 77F (1718.280000 sec): 3 clusters
  Score: Raw -563297.122571 + Penalty 2819.114006 = -560478.008566
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 77 (1398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1718.290000 sec): 2 clusters
  Score: Raw -129548.149813 + Penalty 1176.954662 = -128371.195150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1718.290000 sec): 3 clusters
  Score: Raw -129034.834025 + Penalty 2353.909325 = -126680.924700
  nChanged 458
		SP:Iteration 1F (1718.300000 sec): 3 clusters
  Score: Raw -129410.697189 + Penalty 2353.909325 = -127056.787865
  nChanged 138
		SP:Iteration 2F (1718.300000 sec): 3 clusters
  Score: Raw -129539.525246 + Penalty 2353.909325 = -127185.615921
  nChanged 65
		SP:Iteration 3Q (1718.310000 sec): 3 clusters
  Score: Raw -129628.695976 + Penalty 2353.909325 = -127274.786651
  nChanged 62
		SP:Iteration 4Q (1718.310000 sec): 3 clusters
  Score: Raw -129704.117229 + Penalty 2353.909325 = -127350.207905
  nChanged 66
		SP:Iteration 5Q (1718.310000 sec): 3 clusters
  Score: Raw -129783.342348 + Penalty 2353.909325 = -127429.433023
  nChanged 51
		SP:Iteration 6Q (1718.320000 sec): 3 clusters
  Score: Raw -129835.759463 + Penalty 2353.909325 = -127481.850138
  nChanged 36
		SP:Iteration 7Q (1718.320000 sec): 3 clusters
  Score: Raw -129859.877741 + Penalty 2353.909325 = -127505.968416
  nChanged 11
		SP:Iteration 8Q (1718.320000 sec): 3 clusters
  Score: Raw -129866.725065 + Penalty 2353.909325 = -127512.815740
  nChanged 11
		SP:Iteration 9Q (1718.330000 sec): 3 clusters
  Score: Raw -129875.237194 + Penalty 2353.909325 = -127521.327869
  nChanged 8
		SP:Iteration 10Q (1718.330000 sec): 3 clusters
  Score: Raw -129884.606564 + Penalty 2353.909325 = -127530.697239
  nChanged 12
		SP:Iteration 11Q (1718.330000 sec): 3 clusters
  Score: Raw -129891.190998 + Penalty 2353.909325 = -127537.281673
  nChanged 7
		SP:Iteration 12Q (1718.340000 sec): 3 clusters
  Score: Raw -129895.711883 + Penalty 2353.909325 = -127541.802558
  nChanged 7
		SP:Iteration 13Q (1718.340000 sec): 3 clusters
  Score: Raw -129900.447349 + Penalty 2353.909325 = -127546.538024
  nChanged 5
		SP:Iteration 14Q (1718.340000 sec): 3 clusters
  Score: Raw -129902.172619 + Penalty 2353.909325 = -127548.263294
  nChanged 2
		SP:Iteration 15Q (1718.350000 sec): 3 clusters
  Score: Raw -129905.125109 + Penalty 2353.909325 = -127551.215784
  nChanged 3
		SP:Iteration 16Q (1718.350000 sec): 3 clusters
  Score: Raw -129908.689475 + Penalty 2353.909325 = -127554.780150
  nChanged 4
		SP:Iteration 17Q (1718.350000 sec): 3 clusters
  Score: Raw -129912.693420 + Penalty 2353.909325 = -127558.784095
  nChanged 6
		SP:Iteration 18Q (1718.360000 sec): 3 clusters
  Score: Raw -129917.568219 + Penalty 2353.909325 = -127563.658894
  nChanged 5
		SP:Iteration 19Q (1718.360000 sec): 3 clusters
  Score: Raw -129921.848388 + Penalty 2353.909325 = -127567.939064
  nChanged 4
		SP:Iteration 20F (1718.360000 sec): 3 clusters
  Score: Raw -129923.300615 + Penalty 2353.909325 = -127569.391290
  nChanged 1
		SP:Iteration 21Q (1718.370000 sec): 3 clusters
  Score: Raw -129924.201705 + Penalty 2353.909325 = -127570.292380
  nChanged 3
		SP:Iteration 22Q (1718.370000 sec): 3 clusters
  Score: Raw -129926.907834 + Penalty 2353.909325 = -127572.998509
  nChanged 2
		SP:Iteration 23Q (1718.370000 sec): 3 clusters
  Score: Raw -129928.994806 + Penalty 2353.909325 = -127575.085481
  nChanged 1
		SP:Iteration 24Q (1718.380000 sec): 3 clusters
  Score: Raw -129929.361234 + Penalty 2353.909325 = -127575.451909
  nChanged 1
		SP:Iteration 25Q (1718.380000 sec): 3 clusters
  Score: Raw -129929.530456 + Penalty 2353.909325 = -127575.621131
  nChanged 0
		SP:Iteration 26F (1718.390000 sec): 3 clusters
  Score: Raw -129929.530456 + Penalty 2353.909325 = -127575.621131
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 78 (1962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1718.390000 sec): 2 clusters
  Score: Raw -184027.181214 + Penalty 1232.029442 = -182795.151773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1718.400000 sec): 3 clusters
  Score: Raw -183211.920917 + Penalty 2464.058883 = -180747.862033
  nChanged 686
		SP:Iteration 1F (1718.410000 sec): 3 clusters
  Score: Raw -183663.711862 + Penalty 2464.058883 = -181199.652979
  nChanged 166
		SP:Iteration 2F (1718.410000 sec): 3 clusters
  Score: Raw -183857.353354 + Penalty 2464.058883 = -181393.294471
  nChanged 146
		SP:Iteration 3F (1718.410000 sec): 3 clusters
  Score: Raw -184034.975512 + Penalty 2464.058883 = -181570.916629
  nChanged 121
		SP:Iteration 4F (1718.410000 sec): 3 clusters
  Score: Raw -184181.494756 + Penalty 2464.058883 = -181717.435873
  nChanged 103
		SP:Iteration 5F (1718.420000 sec): 3 clusters
  Score: Raw -184304.864667 + Penalty 2464.058883 = -181840.805784
  nChanged 88
		SP:Iteration 6Q (1718.430000 sec): 3 clusters
  Score: Raw -184461.874702 + Penalty 2464.058883 = -181997.815819
  nChanged 84
		SP:Iteration 7Q (1718.430000 sec): 3 clusters
  Score: Raw -184625.816239 + Penalty 2464.058883 = -182161.757356
  nChanged 87
		SP:Iteration 8Q (1718.430000 sec): 3 clusters
  Score: Raw -184743.231631 + Penalty 2464.058883 = -182279.172748
  nChanged 72
		SP:Iteration 9Q (1718.440000 sec): 3 clusters
  Score: Raw -184818.924631 + Penalty 2464.058883 = -182354.865748
  nChanged 46
		SP:Iteration 10Q (1718.450000 sec): 3 clusters
  Score: Raw -184881.990453 + Penalty 2464.058883 = -182417.931570
  nChanged 37
		SP:Iteration 11Q (1718.450000 sec): 3 clusters
  Score: Raw -184942.528876 + Penalty 2464.058883 = -182478.469993
  nChanged 43
		SP:Iteration 12Q (1718.450000 sec): 3 clusters
  Score: Raw -184995.471202 + Penalty 2464.058883 = -182531.412319
  nChanged 28
		SP:Iteration 13Q (1718.460000 sec): 3 clusters
  Score: Raw -185020.540014 + Penalty 2464.058883 = -182556.481131
  nChanged 13
		SP:Iteration 14Q (1718.460000 sec): 3 clusters
  Score: Raw -185030.445773 + Penalty 2464.058883 = -182566.386890
  nChanged 10
		SP:Iteration 15Q (1718.470000 sec): 3 clusters
  Score: Raw -185039.132243 + Penalty 2464.058883 = -182575.073360
  nChanged 11
		SP:Iteration 16Q (1718.470000 sec): 3 clusters
  Score: Raw -185043.736460 + Penalty 2464.058883 = -182579.677577
  nChanged 6
		SP:Iteration 17Q (1718.470000 sec): 3 clusters
  Score: Raw -185046.328538 + Penalty 2464.058883 = -182582.269655
  nChanged 6
		SP:Iteration 18Q (1718.480000 sec): 3 clusters
  Score: Raw -185049.044138 + Penalty 2464.058883 = -182584.985255
  nChanged 5
		SP:Iteration 19Q (1718.480000 sec): 3 clusters
  Score: Raw -185051.954088 + Penalty 2464.058883 = -182587.895205
  nChanged 3
		SP:Iteration 20F (1718.490000 sec): 3 clusters
  Score: Raw -185054.082106 + Penalty 2464.058883 = -182590.023223
  nChanged 7
		SP:Iteration 21Q (1718.490000 sec): 3 clusters
  Score: Raw -185060.451304 + Penalty 2464.058883 = -182596.392421
  nChanged 7
		SP:Iteration 22Q (1718.500000 sec): 3 clusters
  Score: Raw -185066.028726 + Penalty 2464.058883 = -182601.969843
  nChanged 9
		SP:Iteration 23Q (1718.500000 sec): 3 clusters
  Score: Raw -185073.754075 + Penalty 2464.058883 = -182609.695192
  nChanged 5
		SP:Iteration 24Q (1718.510000 sec): 3 clusters
  Score: Raw -185075.289585 + Penalty 2464.058883 = -182611.230702
  nChanged 2
		SP:Iteration 25Q (1718.510000 sec): 3 clusters
  Score: Raw -185075.852455 + Penalty 2464.058883 = -182611.793572
  nChanged 3
		SP:Iteration 26Q (1718.510000 sec): 3 clusters
  Score: Raw -185076.469941 + Penalty 2464.058883 = -182612.411058
  nChanged 0
		SP:Iteration 27F (1718.520000 sec): 3 clusters
  Score: Raw -185076.469941 + Penalty 2464.058883 = -182612.411058
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 79 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1718.530000 sec): 2 clusters
  Score: Raw -180725.612757 + Penalty 1225.437274 = -179500.175483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1718.530000 sec): 3 clusters
  Score: Raw -179949.356990 + Penalty 2450.874548 = -177498.482442
  nChanged 646
		SP:Iteration 1F (1718.540000 sec): 3 clusters
  Score: Raw -180431.102602 + Penalty 2450.874548 = -177980.228054
  nChanged 153
		SP:Iteration 2F (1718.540000 sec): 3 clusters
  Score: Raw -180560.398741 + Penalty 2450.874548 = -178109.524193
  nChanged 93
		SP:Iteration 3Q (1718.550000 sec): 3 clusters
  Score: Raw -180666.184399 + Penalty 2450.874548 = -178215.309851
  nChanged 89
		SP:Iteration 4Q (1718.550000 sec): 3 clusters
  Score: Raw -180759.355293 + Penalty 2450.874548 = -178308.480745
  nChanged 77
		SP:Iteration 5Q (1718.560000 sec): 3 clusters
  Score: Raw -180830.440835 + Penalty 2450.874548 = -178379.566287
  nChanged 62
		SP:Iteration 6Q (1718.560000 sec): 3 clusters
  Score: Raw -180886.908437 + Penalty 2450.874548 = -178436.033889
  nChanged 52
		SP:Iteration 7Q (1718.570000 sec): 3 clusters
  Score: Raw -180939.072617 + Penalty 2450.874548 = -178488.198069
  nChanged 50
		SP:Iteration 8Q (1718.570000 sec): 3 clusters
  Score: Raw -180980.874779 + Penalty 2450.874548 = -178530.000231
  nChanged 43
		SP:Iteration 9Q (1718.570000 sec): 3 clusters
  Score: Raw -181012.180473 + Penalty 2450.874548 = -178561.305925
  nChanged 26
		SP:Iteration 10Q (1718.580000 sec): 3 clusters
  Score: Raw -181031.732677 + Penalty 2450.874548 = -178580.858130
  nChanged 28
		SP:Iteration 11Q (1718.590000 sec): 3 clusters
  Score: Raw -181053.532908 + Penalty 2450.874548 = -178602.658361
  nChanged 27
		SP:Iteration 12Q (1718.590000 sec): 3 clusters
  Score: Raw -181072.309651 + Penalty 2450.874548 = -178621.435103
  nChanged 29
		SP:Iteration 13Q (1718.590000 sec): 3 clusters
  Score: Raw -181093.097832 + Penalty 2450.874548 = -178642.223284
  nChanged 21
		SP:Iteration 14Q (1718.600000 sec): 3 clusters
  Score: Raw -181105.939446 + Penalty 2450.874548 = -178655.064898
  nChanged 23
		SP:Iteration 15Q (1718.600000 sec): 3 clusters
  Score: Raw -181120.337224 + Penalty 2450.874548 = -178669.462676
  nChanged 14
		SP:Iteration 16Q (1718.610000 sec): 3 clusters
  Score: Raw -181126.767035 + Penalty 2450.874548 = -178675.892487
  nChanged 8
		SP:Iteration 17Q (1718.610000 sec): 3 clusters
  Score: Raw -181132.270358 + Penalty 2450.874548 = -178681.395810
  nChanged 8
		SP:Iteration 18Q (1718.620000 sec): 3 clusters
  Score: Raw -181137.081663 + Penalty 2450.874548 = -178686.207115
  nChanged 8
		SP:Iteration 19Q (1718.620000 sec): 3 clusters
  Score: Raw -181140.502871 + Penalty 2450.874548 = -178689.628323
  nChanged 7
		SP:Iteration 20F (1718.630000 sec): 3 clusters
  Score: Raw -181142.905685 + Penalty 2450.874548 = -178692.031137
  nChanged 6
		SP:Iteration 21Q (1718.630000 sec): 3 clusters
  Score: Raw -181145.734703 + Penalty 2450.874548 = -178694.860155
  nChanged 5
		SP:Iteration 22Q (1718.630000 sec): 3 clusters
  Score: Raw -181149.685155 + Penalty 2450.874548 = -178698.810607
  nChanged 4
		SP:Iteration 23Q (1718.640000 sec): 3 clusters
  Score: Raw -181151.373026 + Penalty 2450.874548 = -178700.498478
  nChanged 3
		SP:Iteration 24Q (1718.650000 sec): 3 clusters
  Score: Raw -181152.319096 + Penalty 2450.874548 = -178701.444548
  nChanged 2
		SP:Iteration 25Q (1718.650000 sec): 3 clusters
  Score: Raw -181153.390688 + Penalty 2450.874548 = -178702.516140
  nChanged 7
		SP:Iteration 26Q (1718.650000 sec): 3 clusters
  Score: Raw -181157.606255 + Penalty 2450.874548 = -178706.731707
  nChanged 6
		SP:Iteration 27Q (1718.660000 sec): 3 clusters
  Score: Raw -181162.153399 + Penalty 2450.874548 = -178711.278851
  nChanged 8
		SP:Iteration 28Q (1718.660000 sec): 3 clusters
  Score: Raw -181166.459554 + Penalty 2450.874548 = -178715.585006
  nChanged 7
		SP:Iteration 29Q (1718.670000 sec): 3 clusters
  Score: Raw -181169.538317 + Penalty 2450.874548 = -178718.663769
  nChanged 3
		SP:Iteration 30Q (1718.670000 sec): 3 clusters
  Score: Raw -181171.120695 + Penalty 2450.874548 = -178720.246147
  nChanged 4
		SP:Iteration 31Q (1718.680000 sec): 3 clusters
  Score: Raw -181173.097575 + Penalty 2450.874548 = -178722.223027
  nChanged 5
		SP:Iteration 32Q (1718.680000 sec): 3 clusters
  Score: Raw -181175.778422 + Penalty 2450.874548 = -178724.903874
  nChanged 7
		SP:Iteration 33Q (1718.690000 sec): 3 clusters
  Score: Raw -181179.899563 + Penalty 2450.874548 = -178729.025015
  nChanged 7
		SP:Iteration 34Q (1718.690000 sec): 3 clusters
  Score: Raw -181181.690092 + Penalty 2450.874548 = -178730.815544
  nChanged 3
		SP:Iteration 35Q (1718.690000 sec): 3 clusters
  Score: Raw -181183.040626 + Penalty 2450.874548 = -178732.166078
  nChanged 2
		SP:Iteration 36Q (1718.700000 sec): 3 clusters
  Score: Raw -181183.703178 + Penalty 2450.874548 = -178732.828630
  nChanged 1
		SP:Iteration 37Q (1718.700000 sec): 3 clusters
  Score: Raw -181183.925570 + Penalty 2450.874548 = -178733.051022
  nChanged 1
		SP:Iteration 38Q (1718.710000 sec): 3 clusters
  Score: Raw -181184.137622 + Penalty 2450.874548 = -178733.263074
  nChanged 0
		SP:Iteration 39F (1718.710000 sec): 3 clusters
  Score: Raw -181184.137622 + Penalty 2450.874548 = -178733.263074
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 80 (2811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1718.720000 sec): 2 clusters
  Score: Raw -266490.330919 + Penalty 1290.460530 = -265199.870388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1718.730000 sec): 3 clusters
  Score: Raw -265163.342361 + Penalty 2580.921061 = -262582.421300
  nChanged 1071
		SP:Iteration 1F (1718.740000 sec): 3 clusters
  Score: Raw -265793.913580 + Penalty 2580.921061 = -263212.992519
  nChanged 211
		SP:Iteration 2F (1718.750000 sec): 3 clusters
  Score: Raw -265939.247197 + Penalty 2580.921061 = -263358.326136
  nChanged 159
		SP:Iteration 3F (1718.750000 sec): 3 clusters
  Score: Raw -266058.680230 + Penalty 2580.921061 = -263477.759170
  nChanged 129
		SP:Iteration 4Q (1718.760000 sec): 3 clusters
  Score: Raw -266140.999703 + Penalty 2580.921061 = -263560.078643
  nChanged 104
		SP:Iteration 5Q (1718.770000 sec): 3 clusters
  Score: Raw -266219.164372 + Penalty 2580.921061 = -263638.243312
  nChanged 103
		SP:Iteration 6Q (1718.770000 sec): 3 clusters
  Score: Raw -266321.590825 + Penalty 2580.921061 = -263740.669764
  nChanged 121
		SP:Iteration 7Q (1718.780000 sec): 3 clusters
  Score: Raw -266426.170557 + Penalty 2580.921061 = -263845.249497
  nChanged 102
		SP:Iteration 8Q (1718.790000 sec): 3 clusters
  Score: Raw -266508.604105 + Penalty 2580.921061 = -263927.683045
  nChanged 93
		SP:Iteration 9Q (1718.790000 sec): 3 clusters
  Score: Raw -266583.853018 + Penalty 2580.921061 = -264002.931957
  nChanged 100
		SP:Iteration 10Q (1718.800000 sec): 3 clusters
  Score: Raw -266658.866096 + Penalty 2580.921061 = -264077.945036
  nChanged 95
		SP:Iteration 11Q (1718.810000 sec): 3 clusters
  Score: Raw -266742.016128 + Penalty 2580.921061 = -264161.095067
  nChanged 80
		SP:Iteration 12Q (1718.810000 sec): 3 clusters
  Score: Raw -266804.659738 + Penalty 2580.921061 = -264223.738677
  nChanged 59
		SP:Iteration 13Q (1718.820000 sec): 3 clusters
  Score: Raw -266841.401283 + Penalty 2580.921061 = -264260.480223
  nChanged 51
		SP:Iteration 14Q (1718.830000 sec): 3 clusters
  Score: Raw -266866.925822 + Penalty 2580.921061 = -264286.004762
  nChanged 31
		SP:Iteration 15Q (1718.830000 sec): 3 clusters
  Score: Raw -266882.077607 + Penalty 2580.921061 = -264301.156546
  nChanged 24
		SP:Iteration 16Q (1718.840000 sec): 3 clusters
  Score: Raw -266893.162373 + Penalty 2580.921061 = -264312.241312
  nChanged 23
		SP:Iteration 17Q (1718.850000 sec): 3 clusters
  Score: Raw -266905.821672 + Penalty 2580.921061 = -264324.900611
  nChanged 18
		SP:Iteration 18Q (1718.850000 sec): 3 clusters
  Score: Raw -266913.128514 + Penalty 2580.921061 = -264332.207453
  nChanged 12
		SP:Iteration 19Q (1718.860000 sec): 3 clusters
  Score: Raw -266917.380669 + Penalty 2580.921061 = -264336.459608
  nChanged 10
		SP:Iteration 20F (1718.870000 sec): 3 clusters
  Score: Raw -266922.330631 + Penalty 2580.921061 = -264341.409570
  nChanged 7
		SP:Iteration 21Q (1718.870000 sec): 3 clusters
  Score: Raw -266925.380163 + Penalty 2580.921061 = -264344.459102
  nChanged 4
		SP:Iteration 22Q (1718.880000 sec): 3 clusters
  Score: Raw -266926.946675 + Penalty 2580.921061 = -264346.025615
  nChanged 5
		SP:Iteration 23Q (1718.890000 sec): 3 clusters
  Score: Raw -266928.689894 + Penalty 2580.921061 = -264347.768834
  nChanged 1
		SP:Iteration 24Q (1718.890000 sec): 3 clusters
  Score: Raw -266929.224472 + Penalty 2580.921061 = -264348.303412
  nChanged 3
		SP:Iteration 25Q (1718.900000 sec): 3 clusters
  Score: Raw -266930.446467 + Penalty 2580.921061 = -264349.525406
  nChanged 4
		SP:Iteration 26Q (1718.910000 sec): 3 clusters
  Score: Raw -266932.059403 + Penalty 2580.921061 = -264351.138343
  nChanged 0
		SP:Iteration 27F (1718.910000 sec): 3 clusters
  Score: Raw -266932.059403 + Penalty 2580.921061 = -264351.138343
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 81 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1718.920000 sec): 2 clusters
  Score: Raw -144022.487633 + Penalty 1199.190225 = -142823.297408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1718.930000 sec): 3 clusters
  Score: Raw -143370.777861 + Penalty 2398.380450 = -140972.397411
  nChanged 574
		SP:Iteration 1F (1718.930000 sec): 3 clusters
  Score: Raw -143797.358497 + Penalty 2398.380450 = -141398.978048
  nChanged 127
		SP:Iteration 2F (1718.940000 sec): 3 clusters
  Score: Raw -143920.730216 + Penalty 2398.380450 = -141522.349766
  nChanged 92
		SP:Iteration 3F (1718.940000 sec): 3 clusters
  Score: Raw -144013.094713 + Penalty 2398.380450 = -141614.714263
  nChanged 73
		SP:Iteration 4Q (1718.950000 sec): 3 clusters
  Score: Raw -144086.067881 + Penalty 2398.380450 = -141687.687431
  nChanged 58
		SP:Iteration 5Q (1718.950000 sec): 3 clusters
  Score: Raw -144151.721177 + Penalty 2398.380450 = -141753.340728
  nChanged 52
		SP:Iteration 6Q (1718.950000 sec): 3 clusters
  Score: Raw -144203.590723 + Penalty 2398.380450 = -141805.210274
  nChanged 47
		SP:Iteration 7Q (1718.960000 sec): 3 clusters
  Score: Raw -144242.654387 + Penalty 2398.380450 = -141844.273938
  nChanged 41
		SP:Iteration 8Q (1718.960000 sec): 3 clusters
  Score: Raw -144271.651906 + Penalty 2398.380450 = -141873.271457
  nChanged 23
		SP:Iteration 9Q (1718.970000 sec): 3 clusters
  Score: Raw -144292.599262 + Penalty 2398.380450 = -141894.218813
  nChanged 23
		SP:Iteration 10Q (1718.970000 sec): 3 clusters
  Score: Raw -144311.769948 + Penalty 2398.380450 = -141913.389498
  nChanged 20
		SP:Iteration 11Q (1718.970000 sec): 3 clusters
  Score: Raw -144326.328999 + Penalty 2398.380450 = -141927.948550
  nChanged 12
		SP:Iteration 12Q (1718.970000 sec): 3 clusters
  Score: Raw -144332.441943 + Penalty 2398.380450 = -141934.061494
  nChanged 5
		SP:Iteration 13Q (1718.980000 sec): 3 clusters
  Score: Raw -144334.010114 + Penalty 2398.380450 = -141935.629664
  nChanged 3
		SP:Iteration 14Q (1718.980000 sec): 3 clusters
  Score: Raw -144335.004652 + Penalty 2398.380450 = -141936.624202
  nChanged 1
		SP:Iteration 15Q (1718.990000 sec): 3 clusters
  Score: Raw -144335.691091 + Penalty 2398.380450 = -141937.310641
  nChanged 1
		SP:Iteration 16Q (1718.990000 sec): 3 clusters
  Score: Raw -144336.849108 + Penalty 2398.380450 = -141938.468659
  nChanged 2
		SP:Iteration 17Q (1718.990000 sec): 3 clusters
  Score: Raw -144337.428474 + Penalty 2398.380450 = -141939.048024
  nChanged 1
		SP:Iteration 18Q (1719.000000 sec): 3 clusters
  Score: Raw -144337.733836 + Penalty 2398.380450 = -141939.353386
  nChanged 0
		SP:Iteration 19F (1719.000000 sec): 3 clusters
  Score: Raw -144337.733836 + Penalty 2398.380450 = -141939.353386
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 82 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1719.010000 sec): 2 clusters
  Score: Raw -119710.732461 + Penalty 1165.394234 = -118545.338227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1719.010000 sec): 3 clusters
  Score: Raw -119353.387419 + Penalty 2330.788467 = -117022.598952
  nChanged 448
		SP:Iteration 1F (1719.020000 sec): 3 clusters
  Score: Raw -119777.702565 + Penalty 2330.788467 = -117446.914098
  nChanged 109
		SP:Iteration 2F (1719.020000 sec): 3 clusters
  Score: Raw -119905.032282 + Penalty 2330.788467 = -117574.243815
  nChanged 78
		SP:Iteration 3F (1719.020000 sec): 3 clusters
  Score: Raw -120004.653361 + Penalty 2330.788467 = -117673.864894
  nChanged 60
		SP:Iteration 4Q (1719.030000 sec): 3 clusters
  Score: Raw -120089.013650 + Penalty 2330.788467 = -117758.225183
  nChanged 55
		SP:Iteration 5Q (1719.030000 sec): 3 clusters
  Score: Raw -120142.854194 + Penalty 2330.788467 = -117812.065727
  nChanged 36
		SP:Iteration 6Q (1719.030000 sec): 3 clusters
  Score: Raw -120187.491757 + Penalty 2330.788467 = -117856.703289
  nChanged 30
		SP:Iteration 7Q (1719.030000 sec): 3 clusters
  Score: Raw -120220.849674 + Penalty 2330.788467 = -117890.061206
  nChanged 23
		SP:Iteration 8Q (1719.040000 sec): 3 clusters
  Score: Raw -120244.852844 + Penalty 2330.788467 = -117914.064376
  nChanged 16
		SP:Iteration 9Q (1719.040000 sec): 3 clusters
  Score: Raw -120259.443022 + Penalty 2330.788467 = -117928.654555
  nChanged 16
		SP:Iteration 10Q (1719.050000 sec): 3 clusters
  Score: Raw -120273.403600 + Penalty 2330.788467 = -117942.615133
  nChanged 18
		SP:Iteration 11Q (1719.050000 sec): 3 clusters
  Score: Raw -120289.838777 + Penalty 2330.788467 = -117959.050310
  nChanged 15
		SP:Iteration 12Q (1719.050000 sec): 3 clusters
  Score: Raw -120305.681994 + Penalty 2330.788467 = -117974.893526
  nChanged 10
		SP:Iteration 13Q (1719.050000 sec): 3 clusters
  Score: Raw -120315.157903 + Penalty 2330.788467 = -117984.369435
  nChanged 8
		SP:Iteration 14Q (1719.060000 sec): 3 clusters
  Score: Raw -120322.225224 + Penalty 2330.788467 = -117991.436756
  nChanged 10
		SP:Iteration 15Q (1719.060000 sec): 3 clusters
  Score: Raw -120345.580389 + Penalty 2330.788467 = -118014.791921
  nChanged 11
		SP:Iteration 16Q (1719.070000 sec): 3 clusters
  Score: Raw -120358.572636 + Penalty 2330.788467 = -118027.784168
  nChanged 11
		SP:Iteration 17Q (1719.070000 sec): 3 clusters
  Score: Raw -120374.661004 + Penalty 2330.788467 = -118043.872537
  nChanged 11
		SP:Iteration 18Q (1719.070000 sec): 3 clusters
  Score: Raw -120390.440852 + Penalty 2330.788467 = -118059.652384
  nChanged 10
		SP:Iteration 19Q (1719.070000 sec): 3 clusters
  Score: Raw -120402.376213 + Penalty 2330.788467 = -118071.587746
  nChanged 12
		SP:Iteration 20F (1719.080000 sec): 3 clusters
  Score: Raw -120416.887510 + Penalty 2330.788467 = -118086.099043
  nChanged 6
		SP:Iteration 21Q (1719.080000 sec): 3 clusters
  Score: Raw -120444.116262 + Penalty 2330.788467 = -118113.327794
  nChanged 12
		SP:Iteration 22Q (1719.080000 sec): 3 clusters
  Score: Raw -120517.306566 + Penalty 2330.788467 = -118186.518099
  nChanged 20
		SP:Iteration 23Q (1719.090000 sec): 3 clusters
  Score: Raw -120544.529268 + Penalty 2330.788467 = -118213.740801
  nChanged 7
		SP:Iteration 24Q (1719.090000 sec): 3 clusters
  Score: Raw -120550.520846 + Penalty 2330.788467 = -118219.732378
  nChanged 0
		SP:Iteration 25F (1719.090000 sec): 3 clusters
  Score: Raw -120550.520846 + Penalty 2330.788467 = -118219.732378
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 83 (2980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1719.110000 sec): 2 clusters
  Score: Raw -276702.253186 + Penalty 1299.947769 = -275402.305417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1719.110000 sec): 3 clusters
  Score: Raw -275273.194565 + Penalty 2599.895538 = -272673.299026
  nChanged 1157
		SP:Iteration 1F (1719.120000 sec): 3 clusters
  Score: Raw -275966.500974 + Penalty 2599.895538 = -273366.605435
  nChanged 226
		SP:Iteration 2F (1719.130000 sec): 3 clusters
  Score: Raw -276155.004487 + Penalty 2599.895538 = -273555.108949
  nChanged 194
		SP:Iteration 3F (1719.130000 sec): 3 clusters
  Score: Raw -276319.414160 + Penalty 2599.895538 = -273719.518622
  nChanged 149
		SP:Iteration 4Q (1719.140000 sec): 3 clusters
  Score: Raw -276437.309288 + Penalty 2599.895538 = -273837.413749
  nChanged 122
		SP:Iteration 5Q (1719.150000 sec): 3 clusters
  Score: Raw -276529.746414 + Penalty 2599.895538 = -273929.850875
  nChanged 111
		SP:Iteration 6Q (1719.160000 sec): 3 clusters
  Score: Raw -276618.648729 + Penalty 2599.895538 = -274018.753190
  nChanged 126
		SP:Iteration 7Q (1719.170000 sec): 3 clusters
  Score: Raw -276735.129883 + Penalty 2599.895538 = -274135.234344
  nChanged 97
		SP:Iteration 8Q (1719.170000 sec): 3 clusters
  Score: Raw -276836.207311 + Penalty 2599.895538 = -274236.311773
  nChanged 107
		SP:Iteration 9Q (1719.180000 sec): 3 clusters
  Score: Raw -276932.097488 + Penalty 2599.895538 = -274332.201950
  nChanged 100
		SP:Iteration 10Q (1719.190000 sec): 3 clusters
  Score: Raw -277021.855100 + Penalty 2599.895538 = -274421.959562
  nChanged 89
		SP:Iteration 11Q (1719.200000 sec): 3 clusters
  Score: Raw -277102.801195 + Penalty 2599.895538 = -274502.905656
  nChanged 87
		SP:Iteration 12Q (1719.200000 sec): 3 clusters
  Score: Raw -277189.970858 + Penalty 2599.895538 = -274590.075320
  nChanged 86
		SP:Iteration 13Q (1719.210000 sec): 3 clusters
  Score: Raw -277275.418558 + Penalty 2599.895538 = -274675.523020
  nChanged 76
		SP:Iteration 14Q (1719.220000 sec): 3 clusters
  Score: Raw -277349.652788 + Penalty 2599.895538 = -274749.757250
  nChanged 67
		SP:Iteration 15Q (1719.230000 sec): 3 clusters
  Score: Raw -277407.105395 + Penalty 2599.895538 = -274807.209857
  nChanged 69
		SP:Iteration 16Q (1719.230000 sec): 3 clusters
  Score: Raw -277462.073711 + Penalty 2599.895538 = -274862.178173
  nChanged 62
		SP:Iteration 17Q (1719.240000 sec): 3 clusters
  Score: Raw -277514.143796 + Penalty 2599.895538 = -274914.248257
  nChanged 72
		SP:Iteration 18Q (1719.250000 sec): 3 clusters
  Score: Raw -277569.915221 + Penalty 2599.895538 = -274970.019682
  nChanged 73
		SP:Iteration 19Q (1719.250000 sec): 3 clusters
  Score: Raw -277622.500406 + Penalty 2599.895538 = -275022.604867
  nChanged 69
		SP:Iteration 20F (1719.260000 sec): 3 clusters
  Score: Raw -277663.333625 + Penalty 2599.895538 = -275063.438087
  nChanged 58
		SP:Iteration 21Q (1719.270000 sec): 3 clusters
  Score: Raw -277711.425842 + Penalty 2599.895538 = -275111.530303
  nChanged 56
		SP:Iteration 22Q (1719.270000 sec): 3 clusters
  Score: Raw -277748.574321 + Penalty 2599.895538 = -275148.678782
  nChanged 46
		SP:Iteration 23Q (1719.280000 sec): 3 clusters
  Score: Raw -277780.948892 + Penalty 2599.895538 = -275181.053354
  nChanged 44
		SP:Iteration 24Q (1719.290000 sec): 3 clusters
  Score: Raw -277817.082872 + Penalty 2599.895538 = -275217.187334
  nChanged 47
		SP:Iteration 25Q (1719.290000 sec): 3 clusters
  Score: Raw -277865.402334 + Penalty 2599.895538 = -275265.506796
  nChanged 54
		SP:Iteration 26Q (1719.300000 sec): 3 clusters
  Score: Raw -277927.604204 + Penalty 2599.895538 = -275327.708666
  nChanged 51
		SP:Iteration 27Q (1719.310000 sec): 3 clusters
  Score: Raw -277985.868431 + Penalty 2599.895538 = -275385.972892
  nChanged 40
		SP:Iteration 28Q (1719.310000 sec): 3 clusters
  Score: Raw -278028.460291 + Penalty 2599.895538 = -275428.564753
  nChanged 39
		SP:Iteration 29Q (1719.320000 sec): 3 clusters
  Score: Raw -278067.321531 + Penalty 2599.895538 = -275467.425993
  nChanged 33
		SP:Iteration 30Q (1719.330000 sec): 3 clusters
  Score: Raw -278095.091770 + Penalty 2599.895538 = -275495.196232
  nChanged 17
		SP:Iteration 31Q (1719.330000 sec): 3 clusters
  Score: Raw -278105.153050 + Penalty 2599.895538 = -275505.257512
  nChanged 15
		SP:Iteration 32Q (1719.340000 sec): 3 clusters
  Score: Raw -278113.140000 + Penalty 2599.895538 = -275513.244462
  nChanged 7
		SP:Iteration 33Q (1719.340000 sec): 3 clusters
  Score: Raw -278116.576827 + Penalty 2599.895538 = -275516.681289
  nChanged 1
		SP:Iteration 34Q (1719.350000 sec): 3 clusters
  Score: Raw -278116.675315 + Penalty 2599.895538 = -275516.779776
  nChanged 0
		SP:Iteration 35F (1719.360000 sec): 3 clusters
  Score: Raw -278116.675315 + Penalty 2599.895538 = -275516.779776
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 84 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1719.370000 sec): 2 clusters
  Score: Raw -201062.691579 + Penalty 1251.224391 = -199811.467188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1719.380000 sec): 3 clusters
  Score: Raw -200132.447585 + Penalty 2502.448782 = -197629.998803
  nChanged 790
		SP:Iteration 1F (1719.380000 sec): 3 clusters
  Score: Raw -200680.204667 + Penalty 2502.448782 = -198177.755884
  nChanged 196
		SP:Iteration 2F (1719.390000 sec): 3 clusters
  Score: Raw -200840.004903 + Penalty 2502.448782 = -198337.556121
  nChanged 126
		SP:Iteration 3F (1719.390000 sec): 3 clusters
  Score: Raw -200933.450991 + Penalty 2502.448782 = -198431.002209
  nChanged 80
		SP:Iteration 4Q (1719.400000 sec): 3 clusters
  Score: Raw -200982.842026 + Penalty 2502.448782 = -198480.393244
  nChanged 52
		SP:Iteration 5Q (1719.410000 sec): 3 clusters
  Score: Raw -201012.999787 + Penalty 2502.448782 = -198510.551005
  nChanged 38
		SP:Iteration 6Q (1719.410000 sec): 3 clusters
  Score: Raw -201044.860257 + Penalty 2502.448782 = -198542.411475
  nChanged 40
		SP:Iteration 7Q (1719.420000 sec): 3 clusters
  Score: Raw -201067.889061 + Penalty 2502.448782 = -198565.440279
  nChanged 21
		SP:Iteration 8Q (1719.420000 sec): 3 clusters
  Score: Raw -201079.589168 + Penalty 2502.448782 = -198577.140386
  nChanged 18
		SP:Iteration 9Q (1719.430000 sec): 3 clusters
  Score: Raw -201086.619306 + Penalty 2502.448782 = -198584.170524
  nChanged 10
		SP:Iteration 10Q (1719.430000 sec): 3 clusters
  Score: Raw -201092.659522 + Penalty 2502.448782 = -198590.210739
  nChanged 12
		SP:Iteration 11Q (1719.440000 sec): 3 clusters
  Score: Raw -201097.667222 + Penalty 2502.448782 = -198595.218439
  nChanged 7
		SP:Iteration 12Q (1719.450000 sec): 3 clusters
  Score: Raw -201100.496709 + Penalty 2502.448782 = -198598.047926
  nChanged 4
		SP:Iteration 13Q (1719.450000 sec): 3 clusters
  Score: Raw -201102.872175 + Penalty 2502.448782 = -198600.423392
  nChanged 4
		SP:Iteration 14Q (1719.460000 sec): 3 clusters
  Score: Raw -201105.321967 + Penalty 2502.448782 = -198602.873185
  nChanged 5
		SP:Iteration 15Q (1719.460000 sec): 3 clusters
  Score: Raw -201107.453132 + Penalty 2502.448782 = -198605.004350
  nChanged 4
		SP:Iteration 16Q (1719.470000 sec): 3 clusters
  Score: Raw -201108.287257 + Penalty 2502.448782 = -198605.838474
  nChanged 1
		SP:Iteration 17Q (1719.470000 sec): 3 clusters
  Score: Raw -201108.441446 + Penalty 2502.448782 = -198605.992664
  nChanged 1
		SP:Iteration 18Q (1719.480000 sec): 3 clusters
  Score: Raw -201108.903742 + Penalty 2502.448782 = -198606.454959
  nChanged 1
		SP:Iteration 19Q (1719.490000 sec): 3 clusters
  Score: Raw -201109.555568 + Penalty 2502.448782 = -198607.106785
  nChanged 2
		SP:Iteration 20F (1719.490000 sec): 3 clusters
  Score: Raw -201110.449180 + Penalty 2502.448782 = -198608.000397
  nChanged 0
Deleting Class 92 (67 points): Lose 1521.551279 but Gain 2237.823938
Iteration 139Q (1731.760000 sec): 95 clusters
  Score: Raw -92176191.609476 + Penalty 210355.450209 = -91965836.159267
  nChanged 5328
Iteration 140F (1810.360000 sec): 95 clusters
  Score: Raw -92180548.682155 + Penalty 210355.450209 = -91970193.231946
  nChanged 4831
Iteration 141Q (1817.760000 sec): 95 clusters
  Score: Raw -92182513.953938 + Penalty 210355.450209 = -91972158.503729
  nChanged 2901
Iteration 142Q (1825.050000 sec): 95 clusters
  Score: Raw -92183309.699136 + Penalty 210355.450209 = -91972954.248928
  nChanged 2090
Iteration 143Q (1832.220000 sec): 95 clusters
  Score: Raw -92183815.992793 + Penalty 210355.450209 = -91973460.542584
  nChanged 1616
Iteration 144Q (1839.350000 sec): 95 clusters
  Score: Raw -92184167.483323 + Penalty 210355.450209 = -91973812.033114
  nChanged 1350
Iteration 145Q (1846.460000 sec): 95 clusters
  Score: Raw -92184467.715567 + Penalty 210355.450209 = -91974112.265358
  nChanged 1153
Iteration 146Q (1853.550000 sec): 95 clusters
  Score: Raw -92184700.324668 + Penalty 210355.450209 = -91974344.874459
  nChanged 964
Iteration 147Q (1860.650000 sec): 95 clusters
  Score: Raw -92184888.344729 + Penalty 210355.450209 = -91974532.894520
  nChanged 908
Iteration 148Q (1867.760000 sec): 95 clusters
  Score: Raw -92185048.903819 + Penalty 210355.450209 = -91974693.453610
  nChanged 786
Iteration 149Q (1874.870000 sec): 95 clusters
  Score: Raw -92185176.501245 + Penalty 210355.450209 = -91974821.051036
  nChanged 673
Iteration 150Q (1881.940000 sec): 95 clusters
  Score: Raw -92185278.376463 + Penalty 210355.450209 = -91974922.926254
  nChanged 572
Iteration 151Q (1889.000000 sec): 95 clusters
  Score: Raw -92185362.032456 + Penalty 210355.450209 = -91975006.582247
  nChanged 513
Iteration 152Q (1896.050000 sec): 95 clusters
  Score: Raw -92185437.746070 + Penalty 210355.450209 = -91975082.295861
  nChanged 482
Iteration 153Q (1903.080000 sec): 95 clusters
  Score: Raw -92185506.206512 + Penalty 210355.450209 = -91975150.756304
  nChanged 413
Iteration 154Q (1910.180000 sec): 95 clusters
  Score: Raw -92185564.742818 + Penalty 210355.450209 = -91975209.292609
  nChanged 375
Iteration 155Q (1917.280000 sec): 95 clusters
  Score: Raw -92185622.950897 + Penalty 210355.450209 = -91975267.500688
  nChanged 349
Iteration 156Q (1924.290000 sec): 95 clusters
  Score: Raw -92185674.153081 + Penalty 210355.450209 = -91975318.702872
  nChanged 291
Iteration 157Q (1931.310000 sec): 95 clusters
  Score: Raw -92185717.820720 + Penalty 210355.450209 = -91975362.370511
  nChanged 253
Iteration 158Q (1938.340000 sec): 95 clusters
  Score: Raw -92185757.717967 + Penalty 210355.450209 = -91975402.267758
  nChanged 271
Iteration 159Q (1945.420000 sec): 95 clusters
  Score: Raw -92185797.538632 + Penalty 210355.450209 = -91975442.088424
  nChanged 262
Iteration 160F (2024.120000 sec): 95 clusters
  Score: Raw -92186022.216203 + Penalty 210355.450209 = -91975666.765994
  nChanged 295
Iteration 161Q (2031.260000 sec): 95 clusters
  Score: Raw -92186333.234637 + Penalty 210355.450209 = -91975977.784428
  nChanged 318
Iteration 162Q (2038.380000 sec): 95 clusters
  Score: Raw -92186464.782276 + Penalty 210355.450209 = -91976109.332067
  nChanged 328
Iteration 163Q (2045.470000 sec): 95 clusters
  Score: Raw -92186574.987786 + Penalty 210355.450209 = -91976219.537578
  nChanged 298
Iteration 164Q (2052.530000 sec): 95 clusters
  Score: Raw -92186667.187370 + Penalty 210355.450209 = -91976311.737161
  nChanged 304
Iteration 165Q (2059.580000 sec): 95 clusters
  Score: Raw -92186728.697771 + Penalty 210355.450209 = -91976373.247562
  nChanged 296
Iteration 166Q (2066.640000 sec): 95 clusters
  Score: Raw -92186782.524975 + Penalty 210355.450209 = -91976427.074766
  nChanged 265
Iteration 167Q (2073.680000 sec): 95 clusters
  Score: Raw -92186826.945140 + Penalty 210355.450209 = -91976471.494932
  nChanged 243
Iteration 168Q (2080.720000 sec): 95 clusters
  Score: Raw -92186869.301064 + Penalty 210355.450209 = -91976513.850856
  nChanged 241
Iteration 169Q (2087.810000 sec): 95 clusters
  Score: Raw -92186903.279545 + Penalty 210355.450209 = -91976547.829336
  nChanged 200
Iteration 170Q (2094.790000 sec): 95 clusters
  Score: Raw -92186937.901033 + Penalty 210355.450209 = -91976582.450825
  nChanged 191
Iteration 171Q (2101.730000 sec): 95 clusters
  Score: Raw -92186964.964144 + Penalty 210355.450209 = -91976609.513936
  nChanged 181
Iteration 172Q (2108.680000 sec): 95 clusters
  Score: Raw -92186990.174803 + Penalty 210355.450209 = -91976634.724594
  nChanged 198
Iteration 173Q (2115.660000 sec): 95 clusters
  Score: Raw -92187018.261631 + Penalty 210355.450209 = -91976662.811423
  nChanged 178
Iteration 174Q (2122.710000 sec): 95 clusters
  Score: Raw -92187041.350221 + Penalty 210355.450209 = -91976685.900012
  nChanged 149
Iteration 175Q (2129.810000 sec): 95 clusters
  Score: Raw -92187060.969116 + Penalty 210355.450209 = -91976705.518907
  nChanged 147
Iteration 176Q (2136.920000 sec): 95 clusters
  Score: Raw -92187078.687053 + Penalty 210355.450209 = -91976723.236844
  nChanged 107
Iteration 177Q (2144.080000 sec): 95 clusters
  Score: Raw -92187091.426958 + Penalty 210355.450209 = -91976735.976749
  nChanged 89
Iteration 178Q (2151.260000 sec): 95 clusters
  Score: Raw -92187103.947364 + Penalty 210355.450209 = -91976748.497155
  nChanged 81
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92187103.947364 + Penalty 210355.450209 = -91976748.497155
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (1665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2151.400000 sec): 2 clusters
  Score: Raw -164546.748115 + Penalty 1205.356815 = -163341.391300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2151.400000 sec): 3 clusters
  Score: Raw -163897.086949 + Penalty 2410.713631 = -161486.373318
  nChanged 598
		SP:Iteration 1F (2151.400000 sec): 3 clusters
  Score: Raw -164306.136306 + Penalty 2410.713631 = -161895.422676
  nChanged 143
		SP:Iteration 2F (2151.410000 sec): 3 clusters
  Score: Raw -164427.762237 + Penalty 2410.713631 = -162017.048606
  nChanged 89
		SP:Iteration 3F (2151.420000 sec): 3 clusters
  Score: Raw -164500.763538 + Penalty 2410.713631 = -162090.049907
  nChanged 72
		SP:Iteration 4Q (2151.420000 sec): 3 clusters
  Score: Raw -164575.415209 + Penalty 2410.713631 = -162164.701578
  nChanged 68
		SP:Iteration 5Q (2151.420000 sec): 3 clusters
  Score: Raw -164633.602288 + Penalty 2410.713631 = -162222.888658
  nChanged 63
		SP:Iteration 6Q (2151.430000 sec): 3 clusters
  Score: Raw -164691.513506 + Penalty 2410.713631 = -162280.799875
  nChanged 58
		SP:Iteration 7Q (2151.440000 sec): 3 clusters
  Score: Raw -164738.189235 + Penalty 2410.713631 = -162327.475604
  nChanged 44
		SP:Iteration 8Q (2151.440000 sec): 3 clusters
  Score: Raw -164782.015263 + Penalty 2410.713631 = -162371.301633
  nChanged 43
		SP:Iteration 9Q (2151.440000 sec): 3 clusters
  Score: Raw -164819.627066 + Penalty 2410.713631 = -162408.913435
  nChanged 30
		SP:Iteration 10Q (2151.450000 sec): 3 clusters
  Score: Raw -164840.776757 + Penalty 2410.713631 = -162430.063127
  nChanged 21
		SP:Iteration 11Q (2151.450000 sec): 3 clusters
  Score: Raw -164855.184601 + Penalty 2410.713631 = -162444.470970
  nChanged 17
		SP:Iteration 12Q (2151.460000 sec): 3 clusters
  Score: Raw -164869.002866 + Penalty 2410.713631 = -162458.289235
  nChanged 11
		SP:Iteration 13Q (2151.460000 sec): 3 clusters
  Score: Raw -164880.754720 + Penalty 2410.713631 = -162470.041090
  nChanged 17
		SP:Iteration 14Q (2151.460000 sec): 3 clusters
  Score: Raw -164892.775732 + Penalty 2410.713631 = -162482.062101
  nChanged 8
		SP:Iteration 15Q (2151.470000 sec): 3 clusters
  Score: Raw -164898.043917 + Penalty 2410.713631 = -162487.330286
  nChanged 8
		SP:Iteration 16Q (2151.470000 sec): 3 clusters
  Score: Raw -164901.456345 + Penalty 2410.713631 = -162490.742715
  nChanged 4
		SP:Iteration 17Q (2151.480000 sec): 3 clusters
  Score: Raw -164904.634441 + Penalty 2410.713631 = -162493.920810
  nChanged 4
		SP:Iteration 18Q (2151.480000 sec): 3 clusters
  Score: Raw -164905.790927 + Penalty 2410.713631 = -162495.077296
  nChanged 2
		SP:Iteration 19Q (2151.480000 sec): 3 clusters
  Score: Raw -164907.389340 + Penalty 2410.713631 = -162496.675709
  nChanged 2
		SP:Iteration 20F (2151.490000 sec): 3 clusters
  Score: Raw -164909.279439 + Penalty 2410.713631 = -162498.565808
  nChanged 2
		SP:Iteration 21Q (2151.500000 sec): 3 clusters
  Score: Raw -164910.429958 + Penalty 2410.713631 = -162499.716327
  nChanged 3
		SP:Iteration 22Q (2151.500000 sec): 3 clusters
  Score: Raw -164913.118826 + Penalty 2410.713631 = -162502.405195
  nChanged 6
		SP:Iteration 23Q (2151.500000 sec): 3 clusters
  Score: Raw -164917.107934 + Penalty 2410.713631 = -162506.394304
  nChanged 6
		SP:Iteration 24Q (2151.510000 sec): 3 clusters
  Score: Raw -164920.911822 + Penalty 2410.713631 = -162510.198191
  nChanged 2
		SP:Iteration 25Q (2151.510000 sec): 3 clusters
  Score: Raw -164923.240999 + Penalty 2410.713631 = -162512.527368
  nChanged 3
		SP:Iteration 26Q (2151.520000 sec): 3 clusters
  Score: Raw -164924.835492 + Penalty 2410.713631 = -162514.121861
  nChanged 2
		SP:Iteration 27Q (2151.520000 sec): 3 clusters
  Score: Raw -164925.543925 + Penalty 2410.713631 = -162514.830295
  nChanged 0
		SP:Iteration 28F (2151.520000 sec): 3 clusters
  Score: Raw -164925.543925 + Penalty 2410.713631 = -162514.830295
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 2 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2151.530000 sec): 2 clusters
  Score: Raw -153392.528879 + Penalty 1194.250009 = -152198.278870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2151.540000 sec): 3 clusters
  Score: Raw -152774.669105 + Penalty 2388.500018 = -150386.169087
  nChanged 532
		SP:Iteration 1F (2151.540000 sec): 3 clusters
  Score: Raw -153242.127605 + Penalty 2388.500018 = -150853.627587
  nChanged 135
		SP:Iteration 2F (2151.540000 sec): 3 clusters
  Score: Raw -153377.738214 + Penalty 2388.500018 = -150989.238196
  nChanged 80
		SP:Iteration 3F (2151.550000 sec): 3 clusters
  Score: Raw -153462.767211 + Penalty 2388.500018 = -151074.267193
  nChanged 54
		SP:Iteration 4Q (2151.550000 sec): 3 clusters
  Score: Raw -153525.077383 + Penalty 2388.500018 = -151136.577365
  nChanged 54
		SP:Iteration 5Q (2151.560000 sec): 3 clusters
  Score: Raw -153581.427814 + Penalty 2388.500018 = -151192.927796
  nChanged 34
		SP:Iteration 6Q (2151.560000 sec): 3 clusters
  Score: Raw -153607.700126 + Penalty 2388.500018 = -151219.200108
  nChanged 34
		SP:Iteration 7Q (2151.560000 sec): 3 clusters
  Score: Raw -153634.662973 + Penalty 2388.500018 = -151246.162955
  nChanged 27
		SP:Iteration 8Q (2151.570000 sec): 3 clusters
  Score: Raw -153655.593295 + Penalty 2388.500018 = -151267.093277
  nChanged 21
		SP:Iteration 9Q (2151.570000 sec): 3 clusters
  Score: Raw -153676.907843 + Penalty 2388.500018 = -151288.407825
  nChanged 31
		SP:Iteration 10Q (2151.580000 sec): 3 clusters
  Score: Raw -153710.868680 + Penalty 2388.500018 = -151322.368662
  nChanged 30
		SP:Iteration 11Q (2151.580000 sec): 3 clusters
  Score: Raw -153744.353207 + Penalty 2388.500018 = -151355.853189
  nChanged 29
		SP:Iteration 12Q (2151.580000 sec): 3 clusters
  Score: Raw -153776.118172 + Penalty 2388.500018 = -151387.618154
  nChanged 27
		SP:Iteration 13Q (2151.590000 sec): 3 clusters
  Score: Raw -153801.429508 + Penalty 2388.500018 = -151412.929490
  nChanged 23
		SP:Iteration 14Q (2151.590000 sec): 3 clusters
  Score: Raw -153824.980623 + Penalty 2388.500018 = -151436.480605
  nChanged 22
		SP:Iteration 15Q (2151.600000 sec): 3 clusters
  Score: Raw -153842.181632 + Penalty 2388.500018 = -151453.681614
  nChanged 14
		SP:Iteration 16Q (2151.600000 sec): 3 clusters
  Score: Raw -153856.624655 + Penalty 2388.500018 = -151468.124637
  nChanged 16
		SP:Iteration 17Q (2151.600000 sec): 3 clusters
  Score: Raw -153872.645038 + Penalty 2388.500018 = -151484.145020
  nChanged 12
		SP:Iteration 18Q (2151.610000 sec): 3 clusters
  Score: Raw -153887.438782 + Penalty 2388.500018 = -151498.938764
  nChanged 13
		SP:Iteration 19Q (2151.610000 sec): 3 clusters
  Score: Raw -153902.122436 + Penalty 2388.500018 = -151513.622418
  nChanged 9
		SP:Iteration 20F (2151.620000 sec): 3 clusters
  Score: Raw -153910.649257 + Penalty 2388.500018 = -151522.149239
  nChanged 6
		SP:Iteration 21Q (2151.620000 sec): 3 clusters
  Score: Raw -153914.817081 + Penalty 2388.500018 = -151526.317063
  nChanged 6
		SP:Iteration 22Q (2151.620000 sec): 3 clusters
  Score: Raw -153918.939740 + Penalty 2388.500018 = -151530.439722
  nChanged 4
		SP:Iteration 23Q (2151.620000 sec): 3 clusters
  Score: Raw -153920.818530 + Penalty 2388.500018 = -151532.318512
  nChanged 3
		SP:Iteration 24Q (2151.630000 sec): 3 clusters
  Score: Raw -153922.204508 + Penalty 2388.500018 = -151533.704490
  nChanged 3
		SP:Iteration 25Q (2151.630000 sec): 3 clusters
  Score: Raw -153924.630317 + Penalty 2388.500018 = -151536.130299
  nChanged 4
		SP:Iteration 26Q (2151.640000 sec): 3 clusters
  Score: Raw -153929.214522 + Penalty 2388.500018 = -151540.714504
  nChanged 8
		SP:Iteration 27Q (2151.640000 sec): 3 clusters
  Score: Raw -153938.281001 + Penalty 2388.500018 = -151549.780983
  nChanged 7
		SP:Iteration 28Q (2151.640000 sec): 3 clusters
  Score: Raw -153945.790721 + Penalty 2388.500018 = -151557.290703
  nChanged 9
		SP:Iteration 29Q (2151.650000 sec): 3 clusters
  Score: Raw -153952.681713 + Penalty 2388.500018 = -151564.181695
  nChanged 3
		SP:Iteration 30Q (2151.650000 sec): 3 clusters
  Score: Raw -153954.160114 + Penalty 2388.500018 = -151565.660096
  nChanged 2
		SP:Iteration 31Q (2151.650000 sec): 3 clusters
  Score: Raw -153955.247092 + Penalty 2388.500018 = -151566.747074
  nChanged 3
		SP:Iteration 32Q (2151.660000 sec): 3 clusters
  Score: Raw -153956.332715 + Penalty 2388.500018 = -151567.832697
  nChanged 1
		SP:Iteration 33Q (2151.660000 sec): 3 clusters
  Score: Raw -153956.472872 + Penalty 2388.500018 = -151567.972854
  nChanged 0
		SP:Iteration 34F (2151.660000 sec): 3 clusters
  Score: Raw -153956.472872 + Penalty 2388.500018 = -151567.972854
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 3 (54772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2151.860000 sec): 2 clusters
  Score: Raw -5531294.772028 + Penalty 1773.026839 = -5529521.745189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2152.010000 sec): 3 clusters
  Score: Raw -5496536.203441 + Penalty 3546.053678 = -5492990.149763
  nChanged 25622
		SP:Iteration 1F (2152.160000 sec): 3 clusters
  Score: Raw -5511225.440095 + Penalty 3546.053678 = -5507679.386418
  nChanged 2319
		SP:Iteration 2Q (2152.320000 sec): 3 clusters
  Score: Raw -5512123.839813 + Penalty 3546.053678 = -5508577.786136
  nChanged 2642
		SP:Iteration 3Q (2152.480000 sec): 3 clusters
  Score: Raw -5513332.890383 + Penalty 3546.053678 = -5509786.836705
  nChanged 3115
		SP:Iteration 4F (2152.640000 sec): 3 clusters
  Score: Raw -5514934.654426 + Penalty 3546.053678 = -5511388.600748
  nChanged 3352
		SP:Iteration 5F (2152.800000 sec): 3 clusters
  Score: Raw -5516690.633545 + Penalty 3546.053678 = -5513144.579867
  nChanged 3235
		SP:Iteration 6F (2152.950000 sec): 3 clusters
  Score: Raw -5518313.193840 + Penalty 3546.053678 = -5514767.140162
  nChanged 2949
		SP:Iteration 7F (2153.110000 sec): 3 clusters
  Score: Raw -5519688.936249 + Penalty 3546.053678 = -5516142.882571
  nChanged 2488
		SP:Iteration 8Q (2153.280000 sec): 3 clusters
  Score: Raw -5520769.078953 + Penalty 3546.053678 = -5517223.025275
  nChanged 2152
		SP:Iteration 9Q (2153.440000 sec): 3 clusters
  Score: Raw -5521734.937009 + Penalty 3546.053678 = -5518188.883331
  nChanged 1960
		SP:Iteration 10Q (2153.600000 sec): 3 clusters
  Score: Raw -5522759.214583 + Penalty 3546.053678 = -5519213.160905
  nChanged 1968
		SP:Iteration 11Q (2153.760000 sec): 3 clusters
  Score: Raw -5523831.246402 + Penalty 3546.053678 = -5520285.192724
  nChanged 1892
		SP:Iteration 12Q (2153.910000 sec): 3 clusters
  Score: Raw -5524864.762570 + Penalty 3546.053678 = -5521318.708892
  nChanged 1728
		SP:Iteration 13Q (2154.070000 sec): 3 clusters
  Score: Raw -5525647.524793 + Penalty 3546.053678 = -5522101.471115
  nChanged 1597
		SP:Iteration 14Q (2154.220000 sec): 3 clusters
  Score: Raw -5526272.482741 + Penalty 3546.053678 = -5522726.429063
  nChanged 1521
		SP:Iteration 15Q (2154.360000 sec): 3 clusters
  Score: Raw -5526796.592718 + Penalty 3546.053678 = -5523250.539040
  nChanged 1464
		SP:Iteration 16Q (2154.500000 sec): 3 clusters
  Score: Raw -5527267.653590 + Penalty 3546.053678 = -5523721.599913
  nChanged 1423
		SP:Iteration 17Q (2154.650000 sec): 3 clusters
  Score: Raw -5527722.963916 + Penalty 3546.053678 = -5524176.910238
  nChanged 1362
		SP:Iteration 18Q (2154.790000 sec): 3 clusters
  Score: Raw -5528156.030998 + Penalty 3546.053678 = -5524609.977320
  nChanged 1291
		SP:Iteration 19Q (2154.930000 sec): 3 clusters
  Score: Raw -5528590.335693 + Penalty 3546.053678 = -5525044.282015
  nChanged 1309
		SP:Iteration 20F (2155.080000 sec): 3 clusters
  Score: Raw -5529049.396064 + Penalty 3546.053678 = -5525503.342386
  nChanged 1182
		SP:Iteration 21Q (2155.220000 sec): 3 clusters
  Score: Raw -5529464.668871 + Penalty 3546.053678 = -5525918.615193
  nChanged 1090
		SP:Iteration 22Q (2155.350000 sec): 3 clusters
  Score: Raw -5529850.953771 + Penalty 3546.053678 = -5526304.900094
  nChanged 951
		SP:Iteration 23Q (2155.480000 sec): 3 clusters
  Score: Raw -5530188.629116 + Penalty 3546.053678 = -5526642.575438
  nChanged 854
		SP:Iteration 24Q (2155.620000 sec): 3 clusters
  Score: Raw -5530485.754814 + Penalty 3546.053678 = -5526939.701136
  nChanged 721
		SP:Iteration 25Q (2155.740000 sec): 3 clusters
  Score: Raw -5530729.116003 + Penalty 3546.053678 = -5527183.062325
  nChanged 567
		SP:Iteration 26Q (2155.870000 sec): 3 clusters
  Score: Raw -5530917.153631 + Penalty 3546.053678 = -5527371.099953
  nChanged 467
		SP:Iteration 27Q (2156.000000 sec): 3 clusters
  Score: Raw -5531068.082147 + Penalty 3546.053678 = -5527522.028469
  nChanged 377
		SP:Iteration 28Q (2156.130000 sec): 3 clusters
  Score: Raw -5531186.723039 + Penalty 3546.053678 = -5527640.669361
  nChanged 303
		SP:Iteration 29Q (2156.260000 sec): 3 clusters
  Score: Raw -5531280.242426 + Penalty 3546.053678 = -5527734.188748
  nChanged 223
		SP:Iteration 30Q (2156.390000 sec): 3 clusters
  Score: Raw -5531346.588464 + Penalty 3546.053678 = -5527800.534786
  nChanged 201
		SP:Iteration 31Q (2156.510000 sec): 3 clusters
  Score: Raw -5531404.717704 + Penalty 3546.053678 = -5527858.664026
  nChanged 167
		SP:Iteration 32Q (2156.630000 sec): 3 clusters
  Score: Raw -5531453.487214 + Penalty 3546.053678 = -5527907.433536
  nChanged 144
		SP:Iteration 33Q (2156.750000 sec): 3 clusters
  Score: Raw -5531498.985212 + Penalty 3546.053678 = -5527952.931534
  nChanged 127
		SP:Iteration 34Q (2156.870000 sec): 3 clusters
  Score: Raw -5531536.310913 + Penalty 3546.053678 = -5527990.257235
  nChanged 94
		SP:Iteration 35Q (2156.990000 sec): 3 clusters
  Score: Raw -5531560.155149 + Penalty 3546.053678 = -5528014.101471
  nChanged 75
		SP:Iteration 36Q (2157.120000 sec): 3 clusters
  Score: Raw -5531575.832426 + Penalty 3546.053678 = -5528029.778748
  nChanged 58
		SP:Iteration 37Q (2157.240000 sec): 3 clusters
  Score: Raw -5531589.215945 + Penalty 3546.053678 = -5528043.162267
  nChanged 67
		SP:Iteration 38Q (2157.360000 sec): 3 clusters
  Score: Raw -5531603.869342 + Penalty 3546.053678 = -5528057.815664
  nChanged 49
		SP:Iteration 39Q (2157.470000 sec): 3 clusters
  Score: Raw -5531616.075427 + Penalty 3546.053678 = -5528070.021749
  nChanged 41
		SP:Iteration 40F (2157.620000 sec): 3 clusters
  Score: Raw -5531625.234854 + Penalty 3546.053678 = -5528079.181176
  nChanged 43
		SP:Iteration 41Q (2157.740000 sec): 3 clusters
  Score: Raw -5531635.154803 + Penalty 3546.053678 = -5528089.101125
  nChanged 34
		SP:Iteration 42Q (2157.860000 sec): 3 clusters
  Score: Raw -5531643.960049 + Penalty 3546.053678 = -5528097.906371
  nChanged 39
		SP:Iteration 43Q (2157.970000 sec): 3 clusters
  Score: Raw -5531652.295999 + Penalty 3546.053678 = -5528106.242321
  nChanged 32
		SP:Iteration 44Q (2158.090000 sec): 3 clusters
  Score: Raw -5531659.019987 + Penalty 3546.053678 = -5528112.966309
  nChanged 29
		SP:Iteration 45Q (2158.210000 sec): 3 clusters
  Score: Raw -5531665.769013 + Penalty 3546.053678 = -5528119.715335
  nChanged 24
		SP:Iteration 46Q (2158.320000 sec): 3 clusters
  Score: Raw -5531670.268377 + Penalty 3546.053678 = -5528124.214700
  nChanged 21
		SP:Iteration 47Q (2158.440000 sec): 3 clusters
  Score: Raw -5531674.689007 + Penalty 3546.053678 = -5528128.635329
  nChanged 18
		SP:Iteration 48Q (2158.560000 sec): 3 clusters
  Score: Raw -5531679.836326 + Penalty 3546.053678 = -5528133.782648
  nChanged 19
		SP:Iteration 49Q (2158.680000 sec): 3 clusters
  Score: Raw -5531683.653721 + Penalty 3546.053678 = -5528137.600043
  nChanged 12
		SP:Iteration 50Q (2158.800000 sec): 3 clusters
  Score: Raw -5531686.427848 + Penalty 3546.053678 = -5528140.374170
  nChanged 13
		SP:Iteration 51Q (2158.930000 sec): 3 clusters
  Score: Raw -5531688.768534 + Penalty 3546.053678 = -5528142.714856
  nChanged 8
		SP:Iteration 52Q (2159.050000 sec): 3 clusters
  Score: Raw -5531690.579197 + Penalty 3546.053678 = -5528144.525519
  nChanged 9
		SP:Iteration 53Q (2159.170000 sec): 3 clusters
  Score: Raw -5531692.409128 + Penalty 3546.053678 = -5528146.355450
  nChanged 8
		SP:Iteration 54Q (2159.290000 sec): 3 clusters
  Score: Raw -5531693.988539 + Penalty 3546.053678 = -5528147.934861
  nChanged 11
		SP:Iteration 55Q (2159.410000 sec): 3 clusters
  Score: Raw -5531696.170551 + Penalty 3546.053678 = -5528150.116873
  nChanged 15
		SP:Iteration 56Q (2159.530000 sec): 3 clusters
  Score: Raw -5531699.545743 + Penalty 3546.053678 = -5528153.492066
  nChanged 14
		SP:Iteration 57Q (2159.650000 sec): 3 clusters
  Score: Raw -5531703.064752 + Penalty 3546.053678 = -5528157.011074
  nChanged 17
		SP:Iteration 58Q (2159.760000 sec): 3 clusters
  Score: Raw -5531707.923509 + Penalty 3546.053678 = -5528161.869831
  nChanged 19
		SP:Iteration 59Q (2159.870000 sec): 3 clusters
  Score: Raw -5531711.823443 + Penalty 3546.053678 = -5528165.769765
  nChanged 10
		SP:Iteration 60F (2160.020000 sec): 3 clusters
  Score: Raw -5531713.844042 + Penalty 3546.053678 = -5528167.790364
  nChanged 5
		SP:Iteration 61Q (2160.130000 sec): 3 clusters
  Score: Raw -5531714.859611 + Penalty 3546.053678 = -5528168.805933
  nChanged 6
		SP:Iteration 62Q (2160.250000 sec): 3 clusters
  Score: Raw -5531716.298824 + Penalty 3546.053678 = -5528170.245146
  nChanged 9
		SP:Iteration 63Q (2160.370000 sec): 3 clusters
  Score: Raw -5531718.091022 + Penalty 3546.053678 = -5528172.037344
  nChanged 8
		SP:Iteration 64Q (2160.480000 sec): 3 clusters
  Score: Raw -5531719.386785 + Penalty 3546.053678 = -5528173.333107
  nChanged 5
		SP:Iteration 65Q (2160.590000 sec): 3 clusters
  Score: Raw -5531720.573971 + Penalty 3546.053678 = -5528174.520293
  nChanged 4
		SP:Iteration 66Q (2160.710000 sec): 3 clusters
  Score: Raw -5531721.265762 + Penalty 3546.053678 = -5528175.212084
  nChanged 6
		SP:Iteration 67Q (2160.830000 sec): 3 clusters
  Score: Raw -5531722.327689 + Penalty 3546.053678 = -5528176.274011
  nChanged 4
		SP:Iteration 68Q (2160.940000 sec): 3 clusters
  Score: Raw -5531723.222993 + Penalty 3546.053678 = -5528177.169316
  nChanged 1
		SP:Iteration 69Q (2161.060000 sec): 3 clusters
  Score: Raw -5531723.402050 + Penalty 3546.053678 = -5528177.348372
  nChanged 2
		SP:Iteration 70Q (2161.170000 sec): 3 clusters
  Score: Raw -5531723.778667 + Penalty 3546.053678 = -5528177.724989
  nChanged 1
		SP:Iteration 71Q (2161.290000 sec): 3 clusters
  Score: Raw -5531724.139902 + Penalty 3546.053678 = -5528178.086224
  nChanged 2
		SP:Iteration 72Q (2161.410000 sec): 3 clusters
  Score: Raw -5531724.377308 + Penalty 3546.053678 = -5528178.323630
  nChanged 1
		SP:Iteration 73Q (2161.530000 sec): 3 clusters
  Score: Raw -5531724.558390 + Penalty 3546.053678 = -5528178.504713
  nChanged 3
		SP:Iteration 74Q (2161.640000 sec): 3 clusters
  Score: Raw -5531725.115566 + Penalty 3546.053678 = -5528179.061888
  nChanged 7
		SP:Iteration 75Q (2161.760000 sec): 3 clusters
  Score: Raw -5531726.683242 + Penalty 3546.053678 = -5528180.629564
  nChanged 6
		SP:Iteration 76Q (2161.870000 sec): 3 clusters
  Score: Raw -5531728.398072 + Penalty 3546.053678 = -5528182.344394
  nChanged 6
		SP:Iteration 77Q (2161.990000 sec): 3 clusters
  Score: Raw -5531729.473893 + Penalty 3546.053678 = -5528183.420215
  nChanged 3
		SP:Iteration 78Q (2162.100000 sec): 3 clusters
  Score: Raw -5531729.967950 + Penalty 3546.053678 = -5528183.914272
  nChanged 2
		SP:Iteration 79Q (2162.210000 sec): 3 clusters
  Score: Raw -5531730.247001 + Penalty 3546.053678 = -5528184.193323
  nChanged 2
		SP:Iteration 80F (2162.360000 sec): 3 clusters
  Score: Raw -5531730.522547 + Penalty 3546.053678 = -5528184.468869
  nChanged 2
		SP:Iteration 81Q (2162.480000 sec): 3 clusters
  Score: Raw -5531731.058139 + Penalty 3546.053678 = -5528185.004462
  nChanged 4
		SP:Iteration 82Q (2162.600000 sec): 3 clusters
  Score: Raw -5531731.851134 + Penalty 3546.053678 = -5528185.797456
  nChanged 3
		SP:Iteration 83Q (2162.710000 sec): 3 clusters
  Score: Raw -5531732.632454 + Penalty 3546.053678 = -5528186.578776
  nChanged 2
		SP:Iteration 84Q (2162.830000 sec): 3 clusters
  Score: Raw -5531732.973037 + Penalty 3546.053678 = -5528186.919359
  nChanged 1
		SP:Iteration 85Q (2162.950000 sec): 3 clusters
  Score: Raw -5531733.097861 + Penalty 3546.053678 = -5528187.044183
  nChanged 1
		SP:Iteration 86Q (2163.060000 sec): 3 clusters
  Score: Raw -5531733.264648 + Penalty 3546.053678 = -5528187.210970
  nChanged 1
		SP:Iteration 87Q (2163.170000 sec): 3 clusters
  Score: Raw -5531733.414187 + Penalty 3546.053678 = -5528187.360509
  nChanged 1
		SP:Iteration 88Q (2163.290000 sec): 3 clusters
  Score: Raw -5531733.552729 + Penalty 3546.053678 = -5528187.499052
  nChanged 2
		SP:Iteration 89Q (2163.400000 sec): 3 clusters
  Score: Raw -5531733.853838 + Penalty 3546.053678 = -5528187.800160
  nChanged 0
		SP:Iteration 90F (2163.550000 sec): 3 clusters
  Score: Raw -5531733.853838 + Penalty 3546.053678 = -5528187.800160
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 4 (1565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2163.600000 sec): 2 clusters
  Score: Raw -146772.014601 + Penalty 1195.291679 = -145576.722921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2163.610000 sec): 3 clusters
  Score: Raw -146282.020784 + Penalty 2390.583358 = -143891.437426
  nChanged 580
		SP:Iteration 1F (2163.610000 sec): 3 clusters
  Score: Raw -146889.001167 + Penalty 2390.583358 = -144498.417808
  nChanged 157
		SP:Iteration 2F (2163.610000 sec): 3 clusters
  Score: Raw -147064.443276 + Penalty 2390.583358 = -144673.859917
  nChanged 91
		SP:Iteration 3F (2163.620000 sec): 3 clusters
  Score: Raw -147159.417792 + Penalty 2390.583358 = -144768.834434
  nChanged 63
		SP:Iteration 4Q (2163.620000 sec): 3 clusters
  Score: Raw -147223.080746 + Penalty 2390.583358 = -144832.497387
  nChanged 56
		SP:Iteration 5Q (2163.630000 sec): 3 clusters
  Score: Raw -147285.394297 + Penalty 2390.583358 = -144894.810938
  nChanged 56
		SP:Iteration 6Q (2163.630000 sec): 3 clusters
  Score: Raw -147341.885672 + Penalty 2390.583358 = -144951.302313
  nChanged 55
		SP:Iteration 7Q (2163.630000 sec): 3 clusters
  Score: Raw -147419.197160 + Penalty 2390.583358 = -145028.613802
  nChanged 60
		SP:Iteration 8Q (2163.640000 sec): 3 clusters
  Score: Raw -147531.260153 + Penalty 2390.583358 = -145140.676795
  nChanged 62
		SP:Iteration 9Q (2163.640000 sec): 3 clusters
  Score: Raw -147626.894623 + Penalty 2390.583358 = -145236.311264
  nChanged 51
		SP:Iteration 10Q (2163.650000 sec): 3 clusters
  Score: Raw -147692.173179 + Penalty 2390.583358 = -145301.589820
  nChanged 53
		SP:Iteration 11Q (2163.650000 sec): 3 clusters
  Score: Raw -147771.943083 + Penalty 2390.583358 = -145381.359724
  nChanged 44
		SP:Iteration 12Q (2163.650000 sec): 3 clusters
  Score: Raw -147846.399920 + Penalty 2390.583358 = -145455.816562
  nChanged 33
		SP:Iteration 13Q (2163.660000 sec): 3 clusters
  Score: Raw -147887.341221 + Penalty 2390.583358 = -145496.757862
  nChanged 19
		SP:Iteration 14Q (2163.660000 sec): 3 clusters
  Score: Raw -147910.696297 + Penalty 2390.583358 = -145520.112939
  nChanged 10
		SP:Iteration 15Q (2163.670000 sec): 3 clusters
  Score: Raw -147922.315750 + Penalty 2390.583358 = -145531.732392
  nChanged 5
		SP:Iteration 16Q (2163.670000 sec): 3 clusters
  Score: Raw -147927.129125 + Penalty 2390.583358 = -145536.545766
  nChanged 4
		SP:Iteration 17Q (2163.670000 sec): 3 clusters
  Score: Raw -147931.473769 + Penalty 2390.583358 = -145540.890411
  nChanged 7
		SP:Iteration 18Q (2163.670000 sec): 3 clusters
  Score: Raw -147936.436516 + Penalty 2390.583358 = -145545.853157
  nChanged 4
		SP:Iteration 19Q (2163.680000 sec): 3 clusters
  Score: Raw -147939.305790 + Penalty 2390.583358 = -145548.722431
  nChanged 7
		SP:Iteration 20F (2163.680000 sec): 3 clusters
  Score: Raw -147953.359782 + Penalty 2390.583358 = -145562.776424
  nChanged 8
		SP:Iteration 21Q (2163.690000 sec): 3 clusters
  Score: Raw -147978.270736 + Penalty 2390.583358 = -145587.687377
  nChanged 11
		SP:Iteration 22Q (2163.690000 sec): 3 clusters
  Score: Raw -147997.152804 + Penalty 2390.583358 = -145606.569445
  nChanged 10
		SP:Iteration 23Q (2163.690000 sec): 3 clusters
  Score: Raw -148006.419152 + Penalty 2390.583358 = -145615.835793
  nChanged 8
		SP:Iteration 24Q (2163.690000 sec): 3 clusters
  Score: Raw -148014.481056 + Penalty 2390.583358 = -145623.897697
  nChanged 6
		SP:Iteration 25Q (2163.700000 sec): 3 clusters
  Score: Raw -148021.058425 + Penalty 2390.583358 = -145630.475067
  nChanged 6
		SP:Iteration 26Q (2163.700000 sec): 3 clusters
  Score: Raw -148060.563875 + Penalty 2390.583358 = -145669.980517
  nChanged 3
		SP:Iteration 27Q (2163.710000 sec): 3 clusters
  Score: Raw -148062.759442 + Penalty 2390.583358 = -145672.176083
  nChanged 2
		SP:Iteration 28Q (2163.710000 sec): 3 clusters
  Score: Raw -148063.903374 + Penalty 2390.583358 = -145673.320015
  nChanged 4
		SP:Iteration 29Q (2163.710000 sec): 3 clusters
  Score: Raw -148066.943666 + Penalty 2390.583358 = -145676.360308
  nChanged 3
		SP:Iteration 30Q (2163.710000 sec): 3 clusters
  Score: Raw -148069.008143 + Penalty 2390.583358 = -145678.424785
  nChanged 3
		SP:Iteration 31Q (2163.720000 sec): 3 clusters
  Score: Raw -148071.244171 + Penalty 2390.583358 = -145680.660813
  nChanged 1
		SP:Iteration 32Q (2163.720000 sec): 3 clusters
  Score: Raw -148072.073832 + Penalty 2390.583358 = -145681.490473
  nChanged 0
		SP:Iteration 33F (2163.730000 sec): 3 clusters
  Score: Raw -148072.073832 + Penalty 2390.583358 = -145681.490473
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 5 (5563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2163.750000 sec): 2 clusters
  Score: Raw -522671.525799 + Penalty 1401.382582 = -521270.143217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2163.770000 sec): 3 clusters
  Score: Raw -519867.276815 + Penalty 2802.765163 = -517064.511652
  nChanged 2264
		SP:Iteration 1F (2163.780000 sec): 3 clusters
  Score: Raw -521769.073192 + Penalty 2802.765163 = -518966.308029
  nChanged 615
		SP:Iteration 2F (2163.800000 sec): 3 clusters
  Score: Raw -522450.862296 + Penalty 2802.765163 = -519648.097132
  nChanged 456
		SP:Iteration 3F (2163.810000 sec): 3 clusters
  Score: Raw -522852.786024 + Penalty 2802.765163 = -520050.020861
  nChanged 281
		SP:Iteration 4F (2163.830000 sec): 3 clusters
  Score: Raw -523108.441651 + Penalty 2802.765163 = -520305.676488
  nChanged 219
		SP:Iteration 5Q (2163.840000 sec): 3 clusters
  Score: Raw -523291.495910 + Penalty 2802.765163 = -520488.730746
  nChanged 149
		SP:Iteration 6Q (2163.860000 sec): 3 clusters
  Score: Raw -523395.263305 + Penalty 2802.765163 = -520592.498142
  nChanged 100
		SP:Iteration 7Q (2163.870000 sec): 3 clusters
  Score: Raw -523465.943829 + Penalty 2802.765163 = -520663.178666
  nChanged 83
		SP:Iteration 8Q (2163.890000 sec): 3 clusters
  Score: Raw -523507.749276 + Penalty 2802.765163 = -520704.984113
  nChanged 55
		SP:Iteration 9Q (2163.900000 sec): 3 clusters
  Score: Raw -523533.883981 + Penalty 2802.765163 = -520731.118818
  nChanged 38
		SP:Iteration 10Q (2163.910000 sec): 3 clusters
  Score: Raw -523549.151736 + Penalty 2802.765163 = -520746.386573
  nChanged 25
		SP:Iteration 11Q (2163.930000 sec): 3 clusters
  Score: Raw -523558.838152 + Penalty 2802.765163 = -520756.072989
  nChanged 18
		SP:Iteration 12Q (2163.940000 sec): 3 clusters
  Score: Raw -523564.788308 + Penalty 2802.765163 = -520762.023145
  nChanged 19
		SP:Iteration 13Q (2163.960000 sec): 3 clusters
  Score: Raw -523569.872886 + Penalty 2802.765163 = -520767.107723
  nChanged 15
		SP:Iteration 14Q (2163.970000 sec): 3 clusters
  Score: Raw -523574.660666 + Penalty 2802.765163 = -520771.895503
  nChanged 17
		SP:Iteration 15Q (2163.990000 sec): 3 clusters
  Score: Raw -523579.571365 + Penalty 2802.765163 = -520776.806201
  nChanged 14
		SP:Iteration 16Q (2164.000000 sec): 3 clusters
  Score: Raw -523582.664046 + Penalty 2802.765163 = -520779.898882
  nChanged 10
		SP:Iteration 17Q (2164.020000 sec): 3 clusters
  Score: Raw -523585.667176 + Penalty 2802.765163 = -520782.902013
  nChanged 8
		SP:Iteration 18Q (2164.030000 sec): 3 clusters
  Score: Raw -523587.830253 + Penalty 2802.765163 = -520785.065089
  nChanged 3
		SP:Iteration 19Q (2164.050000 sec): 3 clusters
  Score: Raw -523588.621579 + Penalty 2802.765163 = -520785.856415
  nChanged 3
		SP:Iteration 20F (2164.060000 sec): 3 clusters
  Score: Raw -523590.000962 + Penalty 2802.765163 = -520787.235799
  nChanged 3
		SP:Iteration 21Q (2164.080000 sec): 3 clusters
  Score: Raw -523591.046579 + Penalty 2802.765163 = -520788.281416
  nChanged 3
		SP:Iteration 22Q (2164.090000 sec): 3 clusters
  Score: Raw -523592.078824 + Penalty 2802.765163 = -520789.313661
  nChanged 3
		SP:Iteration 23Q (2164.110000 sec): 3 clusters
  Score: Raw -523592.602124 + Penalty 2802.765163 = -520789.836961
  nChanged 3
		SP:Iteration 24Q (2164.130000 sec): 3 clusters
  Score: Raw -523593.809464 + Penalty 2802.765163 = -520791.044301
  nChanged 8
		SP:Iteration 25Q (2164.140000 sec): 3 clusters
  Score: Raw -523599.121621 + Penalty 2802.765163 = -520796.356458
  nChanged 13
		SP:Iteration 26Q (2164.150000 sec): 3 clusters
  Score: Raw -523608.004468 + Penalty 2802.765163 = -520805.239305
  nChanged 15
		SP:Iteration 27Q (2164.170000 sec): 3 clusters
  Score: Raw -523616.088652 + Penalty 2802.765163 = -520813.323489
  nChanged 15
		SP:Iteration 28Q (2164.190000 sec): 3 clusters
  Score: Raw -523622.443955 + Penalty 2802.765163 = -520819.678791
  nChanged 13
		SP:Iteration 29Q (2164.200000 sec): 3 clusters
  Score: Raw -523627.784186 + Penalty 2802.765163 = -520825.019023
  nChanged 8
		SP:Iteration 30Q (2164.210000 sec): 3 clusters
  Score: Raw -523631.751977 + Penalty 2802.765163 = -520828.986814
  nChanged 6
		SP:Iteration 31Q (2164.230000 sec): 3 clusters
  Score: Raw -523633.912148 + Penalty 2802.765163 = -520831.146984
  nChanged 9
		SP:Iteration 32Q (2164.240000 sec): 3 clusters
  Score: Raw -523640.225124 + Penalty 2802.765163 = -520837.459960
  nChanged 12
		SP:Iteration 33Q (2164.250000 sec): 3 clusters
  Score: Raw -523649.323457 + Penalty 2802.765163 = -520846.558293
  nChanged 14
		SP:Iteration 34Q (2164.270000 sec): 3 clusters
  Score: Raw -523656.341172 + Penalty 2802.765163 = -520853.576009
  nChanged 13
		SP:Iteration 35Q (2164.280000 sec): 3 clusters
  Score: Raw -523660.704427 + Penalty 2802.765163 = -520857.939264
  nChanged 9
		SP:Iteration 36Q (2164.300000 sec): 3 clusters
  Score: Raw -523664.979711 + Penalty 2802.765163 = -520862.214548
  nChanged 9
		SP:Iteration 37Q (2164.310000 sec): 3 clusters
  Score: Raw -523669.819881 + Penalty 2802.765163 = -520867.054717
  nChanged 10
		SP:Iteration 38Q (2164.330000 sec): 3 clusters
  Score: Raw -523674.464960 + Penalty 2802.765163 = -520871.699796
  nChanged 11
		SP:Iteration 39Q (2164.340000 sec): 3 clusters
  Score: Raw -523678.777613 + Penalty 2802.765163 = -520876.012449
  nChanged 10
		SP:Iteration 40F (2164.350000 sec): 3 clusters
  Score: Raw -523682.256784 + Penalty 2802.765163 = -520879.491621
  nChanged 4
		SP:Iteration 41Q (2164.370000 sec): 3 clusters
  Score: Raw -523683.845244 + Penalty 2802.765163 = -520881.080081
  nChanged 4
		SP:Iteration 42Q (2164.380000 sec): 3 clusters
  Score: Raw -523686.231324 + Penalty 2802.765163 = -520883.466160
  nChanged 7
		SP:Iteration 43Q (2164.400000 sec): 3 clusters
  Score: Raw -523694.453988 + Penalty 2802.765163 = -520891.688825
  nChanged 11
		SP:Iteration 44Q (2164.410000 sec): 3 clusters
  Score: Raw -523703.795377 + Penalty 2802.765163 = -520901.030214
  nChanged 16
		SP:Iteration 45Q (2164.420000 sec): 3 clusters
  Score: Raw -523716.511403 + Penalty 2802.765163 = -520913.746240
  nChanged 16
		SP:Iteration 46Q (2164.430000 sec): 3 clusters
  Score: Raw -523725.874271 + Penalty 2802.765163 = -520923.109108
  nChanged 11
		SP:Iteration 47Q (2164.450000 sec): 3 clusters
  Score: Raw -523731.121613 + Penalty 2802.765163 = -520928.356450
  nChanged 7
		SP:Iteration 48Q (2164.460000 sec): 3 clusters
  Score: Raw -523734.695343 + Penalty 2802.765163 = -520931.930179
  nChanged 7
		SP:Iteration 49Q (2164.470000 sec): 3 clusters
  Score: Raw -523738.731484 + Penalty 2802.765163 = -520935.966321
  nChanged 7
		SP:Iteration 50Q (2164.490000 sec): 3 clusters
  Score: Raw -523745.679074 + Penalty 2802.765163 = -520942.913910
  nChanged 8
		SP:Iteration 51Q (2164.500000 sec): 3 clusters
  Score: Raw -523750.706720 + Penalty 2802.765163 = -520947.941557
  nChanged 8
		SP:Iteration 52Q (2164.520000 sec): 3 clusters
  Score: Raw -523754.226241 + Penalty 2802.765163 = -520951.461078
  nChanged 7
		SP:Iteration 53Q (2164.530000 sec): 3 clusters
  Score: Raw -523756.255492 + Penalty 2802.765163 = -520953.490328
  nChanged 4
		SP:Iteration 54Q (2164.550000 sec): 3 clusters
  Score: Raw -523757.540331 + Penalty 2802.765163 = -520954.775167
  nChanged 1
		SP:Iteration 55Q (2164.560000 sec): 3 clusters
  Score: Raw -523757.750490 + Penalty 2802.765163 = -520954.985327
  nChanged 0
		SP:Iteration 56F (2164.570000 sec): 3 clusters
  Score: Raw -523757.750490 + Penalty 2802.765163 = -520954.985327
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (2486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2164.590000 sec): 2 clusters
  Score: Raw -223219.790185 + Penalty 1270.494919 = -221949.295266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2164.590000 sec): 3 clusters
  Score: Raw -222151.807679 + Penalty 2540.989838 = -219610.817841
  nChanged 889
		SP:Iteration 1F (2164.600000 sec): 3 clusters
  Score: Raw -222934.122168 + Penalty 2540.989838 = -220393.132329
  nChanged 253
		SP:Iteration 2F (2164.610000 sec): 3 clusters
  Score: Raw -223236.555491 + Penalty 2540.989838 = -220695.565653
  nChanged 182
		SP:Iteration 3F (2164.610000 sec): 3 clusters
  Score: Raw -223443.832301 + Penalty 2540.989838 = -220902.842462
  nChanged 131
		SP:Iteration 4F (2164.620000 sec): 3 clusters
  Score: Raw -223567.837570 + Penalty 2540.989838 = -221026.847732
  nChanged 90
		SP:Iteration 5Q (2164.630000 sec): 3 clusters
  Score: Raw -223639.347076 + Penalty 2540.989838 = -221098.357237
  nChanged 72
		SP:Iteration 6Q (2164.630000 sec): 3 clusters
  Score: Raw -223692.578148 + Penalty 2540.989838 = -221151.588310
  nChanged 55
		SP:Iteration 7Q (2164.640000 sec): 3 clusters
  Score: Raw -223734.150385 + Penalty 2540.989838 = -221193.160547
  nChanged 44
		SP:Iteration 8Q (2164.650000 sec): 3 clusters
  Score: Raw -223763.464198 + Penalty 2540.989838 = -221222.474359
  nChanged 44
		SP:Iteration 9Q (2164.650000 sec): 3 clusters
  Score: Raw -223790.586820 + Penalty 2540.989838 = -221249.596982
  nChanged 37
		SP:Iteration 10Q (2164.660000 sec): 3 clusters
  Score: Raw -223818.923629 + Penalty 2540.989838 = -221277.933791
  nChanged 42
		SP:Iteration 11Q (2164.670000 sec): 3 clusters
  Score: Raw -223846.769586 + Penalty 2540.989838 = -221305.779747
  nChanged 50
		SP:Iteration 12Q (2164.670000 sec): 3 clusters
  Score: Raw -223873.765403 + Penalty 2540.989838 = -221332.775565
  nChanged 31
		SP:Iteration 13Q (2164.680000 sec): 3 clusters
  Score: Raw -223890.474623 + Penalty 2540.989838 = -221349.484784
  nChanged 23
		SP:Iteration 14Q (2164.680000 sec): 3 clusters
  Score: Raw -223900.365188 + Penalty 2540.989838 = -221359.375349
  nChanged 17
		SP:Iteration 15Q (2164.690000 sec): 3 clusters
  Score: Raw -223906.876092 + Penalty 2540.989838 = -221365.886254
  nChanged 17
		SP:Iteration 16Q (2164.690000 sec): 3 clusters
  Score: Raw -223914.046611 + Penalty 2540.989838 = -221373.056773
  nChanged 23
		SP:Iteration 17Q (2164.700000 sec): 3 clusters
  Score: Raw -223924.604781 + Penalty 2540.989838 = -221383.614943
  nChanged 20
		SP:Iteration 18Q (2164.710000 sec): 3 clusters
  Score: Raw -223934.210799 + Penalty 2540.989838 = -221393.220961
  nChanged 12
		SP:Iteration 19Q (2164.710000 sec): 3 clusters
  Score: Raw -223940.859325 + Penalty 2540.989838 = -221399.869486
  nChanged 17
		SP:Iteration 20F (2164.720000 sec): 3 clusters
  Score: Raw -223950.701364 + Penalty 2540.989838 = -221409.711526
  nChanged 17
		SP:Iteration 21Q (2164.730000 sec): 3 clusters
  Score: Raw -223959.309778 + Penalty 2540.989838 = -221418.319939
  nChanged 15
		SP:Iteration 22Q (2164.730000 sec): 3 clusters
  Score: Raw -223968.812564 + Penalty 2540.989838 = -221427.822726
  nChanged 14
		SP:Iteration 23Q (2164.740000 sec): 3 clusters
  Score: Raw -223975.013367 + Penalty 2540.989838 = -221434.023528
  nChanged 12
		SP:Iteration 24Q (2164.740000 sec): 3 clusters
  Score: Raw -223980.738459 + Penalty 2540.989838 = -221439.748620
  nChanged 12
		SP:Iteration 25Q (2164.750000 sec): 3 clusters
  Score: Raw -223985.521314 + Penalty 2540.989838 = -221444.531476
  nChanged 6
		SP:Iteration 26Q (2164.750000 sec): 3 clusters
  Score: Raw -223987.575539 + Penalty 2540.989838 = -221446.585700
  nChanged 8
		SP:Iteration 27Q (2164.760000 sec): 3 clusters
  Score: Raw -223990.288441 + Penalty 2540.989838 = -221449.298602
  nChanged 10
		SP:Iteration 28Q (2164.770000 sec): 3 clusters
  Score: Raw -223993.121862 + Penalty 2540.989838 = -221452.132024
  nChanged 6
		SP:Iteration 29Q (2164.770000 sec): 3 clusters
  Score: Raw -223995.236171 + Penalty 2540.989838 = -221454.246333
  nChanged 6
		SP:Iteration 30Q (2164.780000 sec): 3 clusters
  Score: Raw -223997.364747 + Penalty 2540.989838 = -221456.374908
  nChanged 5
		SP:Iteration 31Q (2164.790000 sec): 3 clusters
  Score: Raw -223999.069959 + Penalty 2540.989838 = -221458.080120
  nChanged 1
		SP:Iteration 32Q (2164.790000 sec): 3 clusters
  Score: Raw -223999.534840 + Penalty 2540.989838 = -221458.545001
  nChanged 1
		SP:Iteration 33Q (2164.800000 sec): 3 clusters
  Score: Raw -224000.064334 + Penalty 2540.989838 = -221459.074496
  nChanged 1
		SP:Iteration 34Q (2164.800000 sec): 3 clusters
  Score: Raw -224000.527953 + Penalty 2540.989838 = -221459.538115
  nChanged 0
		SP:Iteration 35F (2164.810000 sec): 3 clusters
  Score: Raw -224000.527953 + Penalty 2540.989838 = -221459.538115
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 7 (1505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2164.820000 sec): 2 clusters
  Score: Raw -139669.806263 + Penalty 1188.939079 = -138480.867185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2164.820000 sec): 3 clusters
  Score: Raw -139140.364626 + Penalty 2377.878158 = -136762.486469
  nChanged 534
		SP:Iteration 1F (2164.830000 sec): 3 clusters
  Score: Raw -139646.716225 + Penalty 2377.878158 = -137268.838067
  nChanged 130
		SP:Iteration 2F (2164.830000 sec): 3 clusters
  Score: Raw -139786.411038 + Penalty 2377.878158 = -137408.532880
  nChanged 72
		SP:Iteration 3Q (2164.830000 sec): 3 clusters
  Score: Raw -139855.275603 + Penalty 2377.878158 = -137477.397445
  nChanged 58
		SP:Iteration 4Q (2164.840000 sec): 3 clusters
  Score: Raw -139905.112670 + Penalty 2377.878158 = -137527.234513
  nChanged 41
		SP:Iteration 5Q (2164.840000 sec): 3 clusters
  Score: Raw -139946.621112 + Penalty 2377.878158 = -137568.742954
  nChanged 35
		SP:Iteration 6Q (2164.850000 sec): 3 clusters
  Score: Raw -139986.031175 + Penalty 2377.878158 = -137608.153017
  nChanged 32
		SP:Iteration 7Q (2164.850000 sec): 3 clusters
  Score: Raw -140024.326026 + Penalty 2377.878158 = -137646.447868
  nChanged 33
		SP:Iteration 8Q (2164.850000 sec): 3 clusters
  Score: Raw -140055.792104 + Penalty 2377.878158 = -137677.913947
  nChanged 26
		SP:Iteration 9Q (2164.860000 sec): 3 clusters
  Score: Raw -140082.161291 + Penalty 2377.878158 = -137704.283133
  nChanged 21
		SP:Iteration 10Q (2164.860000 sec): 3 clusters
  Score: Raw -140104.858825 + Penalty 2377.878158 = -137726.980667
  nChanged 21
		SP:Iteration 11Q (2164.860000 sec): 3 clusters
  Score: Raw -140118.596265 + Penalty 2377.878158 = -137740.718108
  nChanged 12
		SP:Iteration 12Q (2164.870000 sec): 3 clusters
  Score: Raw -140129.915817 + Penalty 2377.878158 = -137752.037660
  nChanged 17
		SP:Iteration 13Q (2164.870000 sec): 3 clusters
  Score: Raw -140145.945355 + Penalty 2377.878158 = -137768.067197
  nChanged 16
		SP:Iteration 14Q (2164.870000 sec): 3 clusters
  Score: Raw -140165.385689 + Penalty 2377.878158 = -137787.507532
  nChanged 17
		SP:Iteration 15Q (2164.880000 sec): 3 clusters
  Score: Raw -140186.317813 + Penalty 2377.878158 = -137808.439656
  nChanged 13
		SP:Iteration 16Q (2164.880000 sec): 3 clusters
  Score: Raw -140205.631052 + Penalty 2377.878158 = -137827.752894
  nChanged 15
		SP:Iteration 17Q (2164.890000 sec): 3 clusters
  Score: Raw -140234.258580 + Penalty 2377.878158 = -137856.380422
  nChanged 17
		SP:Iteration 18Q (2164.890000 sec): 3 clusters
  Score: Raw -140259.651239 + Penalty 2377.878158 = -137881.773081
  nChanged 12
		SP:Iteration 19Q (2164.890000 sec): 3 clusters
  Score: Raw -140273.232102 + Penalty 2377.878158 = -137895.353944
  nChanged 10
		SP:Iteration 20F (2164.890000 sec): 3 clusters
  Score: Raw -140280.086751 + Penalty 2377.878158 = -137902.208594
  nChanged 7
		SP:Iteration 21Q (2164.900000 sec): 3 clusters
  Score: Raw -140289.104215 + Penalty 2377.878158 = -137911.226058
  nChanged 7
		SP:Iteration 22Q (2164.900000 sec): 3 clusters
  Score: Raw -140295.349166 + Penalty 2377.878158 = -137917.471008
  nChanged 8
		SP:Iteration 23Q (2164.910000 sec): 3 clusters
  Score: Raw -140302.127901 + Penalty 2377.878158 = -137924.249743
  nChanged 5
		SP:Iteration 24Q (2164.910000 sec): 3 clusters
  Score: Raw -140309.531932 + Penalty 2377.878158 = -137931.653774
  nChanged 7
		SP:Iteration 25Q (2164.910000 sec): 3 clusters
  Score: Raw -140316.910105 + Penalty 2377.878158 = -137939.031948
  nChanged 6
		SP:Iteration 26Q (2164.910000 sec): 3 clusters
  Score: Raw -140321.948160 + Penalty 2377.878158 = -137944.070002
  nChanged 6
		SP:Iteration 27Q (2164.920000 sec): 3 clusters
  Score: Raw -140325.793139 + Penalty 2377.878158 = -137947.914982
  nChanged 5
		SP:Iteration 28Q (2164.920000 sec): 3 clusters
  Score: Raw -140330.704972 + Penalty 2377.878158 = -137952.826814
  nChanged 3
		SP:Iteration 29Q (2164.930000 sec): 3 clusters
  Score: Raw -140331.879247 + Penalty 2377.878158 = -137954.001089
  nChanged 1
		SP:Iteration 30Q (2164.930000 sec): 3 clusters
  Score: Raw -140332.243785 + Penalty 2377.878158 = -137954.365627
  nChanged 2
		SP:Iteration 31Q (2164.930000 sec): 3 clusters
  Score: Raw -140335.062021 + Penalty 2377.878158 = -137957.183864
  nChanged 1
		SP:Iteration 32Q (2164.930000 sec): 3 clusters
  Score: Raw -140336.445630 + Penalty 2377.878158 = -137958.567472
  nChanged 1
		SP:Iteration 33Q (2164.940000 sec): 3 clusters
  Score: Raw -140336.986676 + Penalty 2377.878158 = -137959.108519
  nChanged 1
		SP:Iteration 34Q (2164.940000 sec): 3 clusters
  Score: Raw -140337.786687 + Penalty 2377.878158 = -137959.908530
  nChanged 0
		SP:Iteration 35F (2164.950000 sec): 3 clusters
  Score: Raw -140337.786687 + Penalty 2377.878158 = -137959.908530
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 8 (2954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2164.960000 sec): 2 clusters
  Score: Raw -286180.933566 + Penalty 1298.523763 = -284882.409803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2164.970000 sec): 3 clusters
  Score: Raw -284803.843150 + Penalty 2597.047526 = -282206.795625
  nChanged 1105
		SP:Iteration 1F (2164.970000 sec): 3 clusters
  Score: Raw -285581.129409 + Penalty 2597.047526 = -282984.081883
  nChanged 233
		SP:Iteration 2F (2164.980000 sec): 3 clusters
  Score: Raw -285737.635698 + Penalty 2597.047526 = -283140.588173
  nChanged 136
		SP:Iteration 3Q (2164.990000 sec): 3 clusters
  Score: Raw -285818.281296 + Penalty 2597.047526 = -283221.233770
  nChanged 87
		SP:Iteration 4Q (2165.000000 sec): 3 clusters
  Score: Raw -285857.506149 + Penalty 2597.047526 = -283260.458624
  nChanged 64
		SP:Iteration 5Q (2165.010000 sec): 3 clusters
  Score: Raw -285890.180129 + Penalty 2597.047526 = -283293.132603
  nChanged 51
		SP:Iteration 6Q (2165.010000 sec): 3 clusters
  Score: Raw -285917.647130 + Penalty 2597.047526 = -283320.599605
  nChanged 50
		SP:Iteration 7Q (2165.020000 sec): 3 clusters
  Score: Raw -285947.051292 + Penalty 2597.047526 = -283350.003767
  nChanged 50
		SP:Iteration 8Q (2165.030000 sec): 3 clusters
  Score: Raw -285973.103550 + Penalty 2597.047526 = -283376.056025
  nChanged 43
		SP:Iteration 9Q (2165.040000 sec): 3 clusters
  Score: Raw -285996.274240 + Penalty 2597.047526 = -283399.226715
  nChanged 41
		SP:Iteration 10Q (2165.050000 sec): 3 clusters
  Score: Raw -286020.479423 + Penalty 2597.047526 = -283423.431898
  nChanged 51
		SP:Iteration 11Q (2165.050000 sec): 3 clusters
  Score: Raw -286058.540750 + Penalty 2597.047526 = -283461.493224
  nChanged 55
		SP:Iteration 12Q (2165.060000 sec): 3 clusters
  Score: Raw -286104.913481 + Penalty 2597.047526 = -283507.865955
  nChanged 55
		SP:Iteration 13Q (2165.070000 sec): 3 clusters
  Score: Raw -286152.218163 + Penalty 2597.047526 = -283555.170638
  nChanged 58
		SP:Iteration 14Q (2165.080000 sec): 3 clusters
  Score: Raw -286201.547002 + Penalty 2597.047526 = -283604.499477
  nChanged 61
		SP:Iteration 15Q (2165.090000 sec): 3 clusters
  Score: Raw -286260.825179 + Penalty 2597.047526 = -283663.777653
  nChanged 55
		SP:Iteration 16Q (2165.090000 sec): 3 clusters
  Score: Raw -286305.143822 + Penalty 2597.047526 = -283708.096297
  nChanged 49
		SP:Iteration 17Q (2165.100000 sec): 3 clusters
  Score: Raw -286335.475800 + Penalty 2597.047526 = -283738.428274
  nChanged 31
		SP:Iteration 18Q (2165.110000 sec): 3 clusters
  Score: Raw -286363.134938 + Penalty 2597.047526 = -283766.087412
  nChanged 32
		SP:Iteration 19Q (2165.110000 sec): 3 clusters
  Score: Raw -286388.791779 + Penalty 2597.047526 = -283791.744254
  nChanged 27
		SP:Iteration 20F (2165.120000 sec): 3 clusters
  Score: Raw -286411.879401 + Penalty 2597.047526 = -283814.831876
  nChanged 28
		SP:Iteration 21Q (2165.130000 sec): 3 clusters
  Score: Raw -286436.226845 + Penalty 2597.047526 = -283839.179319
  nChanged 21
		SP:Iteration 22Q (2165.130000 sec): 3 clusters
  Score: Raw -286457.664121 + Penalty 2597.047526 = -283860.616596
  nChanged 23
		SP:Iteration 23Q (2165.140000 sec): 3 clusters
  Score: Raw -286477.887528 + Penalty 2597.047526 = -283880.840003
  nChanged 17
		SP:Iteration 24Q (2165.150000 sec): 3 clusters
  Score: Raw -286492.625002 + Penalty 2597.047526 = -283895.577477
  nChanged 16
		SP:Iteration 25Q (2165.150000 sec): 3 clusters
  Score: Raw -286513.340814 + Penalty 2597.047526 = -283916.293289
  nChanged 13
		SP:Iteration 26Q (2165.160000 sec): 3 clusters
  Score: Raw -286526.951908 + Penalty 2597.047526 = -283929.904382
  nChanged 11
		SP:Iteration 27Q (2165.170000 sec): 3 clusters
  Score: Raw -286535.972730 + Penalty 2597.047526 = -283938.925204
  nChanged 10
		SP:Iteration 28Q (2165.170000 sec): 3 clusters
  Score: Raw -286543.694727 + Penalty 2597.047526 = -283946.647201
  nChanged 6
		SP:Iteration 29Q (2165.180000 sec): 3 clusters
  Score: Raw -286548.221899 + Penalty 2597.047526 = -283951.174374
  nChanged 6
		SP:Iteration 30Q (2165.190000 sec): 3 clusters
  Score: Raw -286552.565302 + Penalty 2597.047526 = -283955.517776
  nChanged 6
		SP:Iteration 31Q (2165.190000 sec): 3 clusters
  Score: Raw -286557.536472 + Penalty 2597.047526 = -283960.488946
  nChanged 7
		SP:Iteration 32Q (2165.200000 sec): 3 clusters
  Score: Raw -286562.627198 + Penalty 2597.047526 = -283965.579673
  nChanged 7
		SP:Iteration 33Q (2165.210000 sec): 3 clusters
  Score: Raw -286568.183989 + Penalty 2597.047526 = -283971.136464
  nChanged 3
		SP:Iteration 34Q (2165.210000 sec): 3 clusters
  Score: Raw -286570.746064 + Penalty 2597.047526 = -283973.698538
  nChanged 4
		SP:Iteration 35Q (2165.220000 sec): 3 clusters
  Score: Raw -286572.935200 + Penalty 2597.047526 = -283975.887675
  nChanged 2
		SP:Iteration 36Q (2165.230000 sec): 3 clusters
  Score: Raw -286574.474233 + Penalty 2597.047526 = -283977.426707
  nChanged 2
		SP:Iteration 37Q (2165.230000 sec): 3 clusters
  Score: Raw -286575.474448 + Penalty 2597.047526 = -283978.426922
  nChanged 0
		SP:Iteration 38F (2165.240000 sec): 3 clusters
  Score: Raw -286575.474448 + Penalty 2597.047526 = -283978.426922
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 9 (20163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2165.310000 sec): 2 clusters
  Score: Raw -2047423.103173 + Penalty 1610.635735 = -2045812.467439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2165.360000 sec): 3 clusters
  Score: Raw -2035336.805691 + Penalty 3221.271469 = -2032115.534222
  nChanged 9042
		SP:Iteration 1F (2165.420000 sec): 3 clusters
  Score: Raw -2040446.555519 + Penalty 3221.271469 = -2037225.284049
  nChanged 1110
		SP:Iteration 2F (2165.470000 sec): 3 clusters
  Score: Raw -2040879.604614 + Penalty 3221.271469 = -2037658.333145
  nChanged 1051
		SP:Iteration 3F (2165.530000 sec): 3 clusters
  Score: Raw -2041399.235581 + Penalty 3221.271469 = -2038177.964111
  nChanged 1151
		SP:Iteration 4F (2165.580000 sec): 3 clusters
  Score: Raw -2042080.237311 + Penalty 3221.271469 = -2038858.965842
  nChanged 1295
		SP:Iteration 5F (2165.640000 sec): 3 clusters
  Score: Raw -2042862.570947 + Penalty 3221.271469 = -2039641.299477
  nChanged 1312
		SP:Iteration 6F (2165.690000 sec): 3 clusters
  Score: Raw -2043678.045271 + Penalty 3221.271469 = -2040456.773801
  nChanged 1248
		SP:Iteration 7F (2165.750000 sec): 3 clusters
  Score: Raw -2044450.719618 + Penalty 3221.271469 = -2041229.448149
  nChanged 1076
		SP:Iteration 8F (2165.800000 sec): 3 clusters
  Score: Raw -2045050.670896 + Penalty 3221.271469 = -2041829.399427
  nChanged 901
		SP:Iteration 9Q (2165.850000 sec): 3 clusters
  Score: Raw -2045504.333194 + Penalty 3221.271469 = -2042283.061725
  nChanged 695
		SP:Iteration 10Q (2165.910000 sec): 3 clusters
  Score: Raw -2045802.533546 + Penalty 3221.271469 = -2042581.262077
  nChanged 527
		SP:Iteration 11Q (2165.970000 sec): 3 clusters
  Score: Raw -2045998.279057 + Penalty 3221.271469 = -2042777.007588
  nChanged 423
		SP:Iteration 12Q (2166.020000 sec): 3 clusters
  Score: Raw -2046151.552080 + Penalty 3221.271469 = -2042930.280611
  nChanged 382
		SP:Iteration 13Q (2166.070000 sec): 3 clusters
  Score: Raw -2046294.301819 + Penalty 3221.271469 = -2043073.030350
  nChanged 378
		SP:Iteration 14Q (2166.130000 sec): 3 clusters
  Score: Raw -2046418.253752 + Penalty 3221.271469 = -2043196.982283
  nChanged 311
		SP:Iteration 15Q (2166.190000 sec): 3 clusters
  Score: Raw -2046499.898238 + Penalty 3221.271469 = -2043278.626768
  nChanged 256
		SP:Iteration 16Q (2166.240000 sec): 3 clusters
  Score: Raw -2046570.269799 + Penalty 3221.271469 = -2043348.998330
  nChanged 223
		SP:Iteration 17Q (2166.290000 sec): 3 clusters
  Score: Raw -2046631.906875 + Penalty 3221.271469 = -2043410.635406
  nChanged 216
		SP:Iteration 18Q (2166.350000 sec): 3 clusters
  Score: Raw -2046689.184752 + Penalty 3221.271469 = -2043467.913283
  nChanged 198
		SP:Iteration 19Q (2166.400000 sec): 3 clusters
  Score: Raw -2046751.676031 + Penalty 3221.271469 = -2043530.404561
  nChanged 181
		SP:Iteration 20F (2166.460000 sec): 3 clusters
  Score: Raw -2046817.052381 + Penalty 3221.271469 = -2043595.780912
  nChanged 183
		SP:Iteration 21Q (2166.510000 sec): 3 clusters
  Score: Raw -2046887.168634 + Penalty 3221.271469 = -2043665.897165
  nChanged 157
		SP:Iteration 22Q (2166.570000 sec): 3 clusters
  Score: Raw -2046942.371405 + Penalty 3221.271469 = -2043721.099936
  nChanged 171
		SP:Iteration 23Q (2166.620000 sec): 3 clusters
  Score: Raw -2047001.557107 + Penalty 3221.271469 = -2043780.285638
  nChanged 185
		SP:Iteration 24Q (2166.680000 sec): 3 clusters
  Score: Raw -2047070.542585 + Penalty 3221.271469 = -2043849.271116
  nChanged 167
		SP:Iteration 25Q (2166.730000 sec): 3 clusters
  Score: Raw -2047124.670576 + Penalty 3221.271469 = -2043903.399107
  nChanged 146
		SP:Iteration 26Q (2166.790000 sec): 3 clusters
  Score: Raw -2047166.941862 + Penalty 3221.271469 = -2043945.670392
  nChanged 138
		SP:Iteration 27Q (2166.850000 sec): 3 clusters
  Score: Raw -2047211.457526 + Penalty 3221.271469 = -2043990.186056
  nChanged 136
		SP:Iteration 28Q (2166.900000 sec): 3 clusters
  Score: Raw -2047251.201245 + Penalty 3221.271469 = -2044029.929775
  nChanged 126
		SP:Iteration 29Q (2166.950000 sec): 3 clusters
  Score: Raw -2047289.890776 + Penalty 3221.271469 = -2044068.619306
  nChanged 112
		SP:Iteration 30Q (2167.010000 sec): 3 clusters
  Score: Raw -2047322.249411 + Penalty 3221.271469 = -2044100.977942
  nChanged 106
		SP:Iteration 31Q (2167.060000 sec): 3 clusters
  Score: Raw -2047352.222134 + Penalty 3221.271469 = -2044130.950664
  nChanged 123
		SP:Iteration 32Q (2167.110000 sec): 3 clusters
  Score: Raw -2047382.556602 + Penalty 3221.271469 = -2044161.285133
  nChanged 101
		SP:Iteration 33Q (2167.150000 sec): 3 clusters
  Score: Raw -2047407.573364 + Penalty 3221.271469 = -2044186.301895
  nChanged 100
		SP:Iteration 34Q (2167.200000 sec): 3 clusters
  Score: Raw -2047429.774012 + Penalty 3221.271469 = -2044208.502542
  nChanged 75
		SP:Iteration 35Q (2167.250000 sec): 3 clusters
  Score: Raw -2047445.800695 + Penalty 3221.271469 = -2044224.529226
  nChanged 75
		SP:Iteration 36Q (2167.300000 sec): 3 clusters
  Score: Raw -2047460.797015 + Penalty 3221.271469 = -2044239.525545
  nChanged 64
		SP:Iteration 37Q (2167.350000 sec): 3 clusters
  Score: Raw -2047478.157570 + Penalty 3221.271469 = -2044256.886101
  nChanged 66
		SP:Iteration 38Q (2167.390000 sec): 3 clusters
  Score: Raw -2047499.540885 + Penalty 3221.271469 = -2044278.269416
  nChanged 56
		SP:Iteration 39Q (2167.440000 sec): 3 clusters
  Score: Raw -2047515.325634 + Penalty 3221.271469 = -2044294.054164
  nChanged 77
		SP:Iteration 40F (2167.490000 sec): 3 clusters
  Score: Raw -2047536.217083 + Penalty 3221.271469 = -2044314.945614
  nChanged 82
		SP:Iteration 41Q (2167.540000 sec): 3 clusters
  Score: Raw -2047558.689341 + Penalty 3221.271469 = -2044337.417872
  nChanged 74
		SP:Iteration 42Q (2167.590000 sec): 3 clusters
  Score: Raw -2047579.859826 + Penalty 3221.271469 = -2044358.588357
  nChanged 83
		SP:Iteration 43Q (2167.630000 sec): 3 clusters
  Score: Raw -2047606.564790 + Penalty 3221.271469 = -2044385.293321
  nChanged 92
		SP:Iteration 44Q (2167.680000 sec): 3 clusters
  Score: Raw -2047636.279524 + Penalty 3221.271469 = -2044415.008055
  nChanged 83
		SP:Iteration 45Q (2167.730000 sec): 3 clusters
  Score: Raw -2047661.294144 + Penalty 3221.271469 = -2044440.022675
  nChanged 71
		SP:Iteration 46Q (2167.770000 sec): 3 clusters
  Score: Raw -2047680.134498 + Penalty 3221.271469 = -2044458.863029
  nChanged 63
		SP:Iteration 47Q (2167.820000 sec): 3 clusters
  Score: Raw -2047699.097285 + Penalty 3221.271469 = -2044477.825815
  nChanged 56
		SP:Iteration 48Q (2167.870000 sec): 3 clusters
  Score: Raw -2047715.024913 + Penalty 3221.271469 = -2044493.753444
  nChanged 55
		SP:Iteration 49Q (2167.910000 sec): 3 clusters
  Score: Raw -2047734.655888 + Penalty 3221.271469 = -2044513.384418
  nChanged 55
		SP:Iteration 50Q (2167.950000 sec): 3 clusters
  Score: Raw -2047749.675687 + Penalty 3221.271469 = -2044528.404218
  nChanged 55
		SP:Iteration 51Q (2168.000000 sec): 3 clusters
  Score: Raw -2047765.386678 + Penalty 3221.271469 = -2044544.115208
  nChanged 54
		SP:Iteration 52Q (2168.050000 sec): 3 clusters
  Score: Raw -2047782.379214 + Penalty 3221.271469 = -2044561.107745
  nChanged 46
		SP:Iteration 53Q (2168.090000 sec): 3 clusters
  Score: Raw -2047794.078005 + Penalty 3221.271469 = -2044572.806536
  nChanged 44
		SP:Iteration 54Q (2168.140000 sec): 3 clusters
  Score: Raw -2047804.392350 + Penalty 3221.271469 = -2044583.120881
  nChanged 38
		SP:Iteration 55Q (2168.180000 sec): 3 clusters
  Score: Raw -2047813.877838 + Penalty 3221.271469 = -2044592.606369
  nChanged 29
		SP:Iteration 56Q (2168.230000 sec): 3 clusters
  Score: Raw -2047821.776125 + Penalty 3221.271469 = -2044600.504656
  nChanged 33
		SP:Iteration 57Q (2168.270000 sec): 3 clusters
  Score: Raw -2047833.005230 + Penalty 3221.271469 = -2044611.733761
  nChanged 42
		SP:Iteration 58Q (2168.320000 sec): 3 clusters
  Score: Raw -2047848.040903 + Penalty 3221.271469 = -2044626.769434
  nChanged 45
		SP:Iteration 59Q (2168.360000 sec): 3 clusters
  Score: Raw -2047864.442419 + Penalty 3221.271469 = -2044643.170950
  nChanged 39
		SP:Iteration 60F (2168.420000 sec): 3 clusters
  Score: Raw -2047879.018235 + Penalty 3221.271469 = -2044657.746766
  nChanged 46
		SP:Iteration 61Q (2168.470000 sec): 3 clusters
  Score: Raw -2047897.350215 + Penalty 3221.271469 = -2044676.078746
  nChanged 39
		SP:Iteration 62Q (2168.510000 sec): 3 clusters
  Score: Raw -2047912.232194 + Penalty 3221.271469 = -2044690.960725
  nChanged 33
		SP:Iteration 63Q (2168.550000 sec): 3 clusters
  Score: Raw -2047922.717146 + Penalty 3221.271469 = -2044701.445677
  nChanged 28
		SP:Iteration 64Q (2168.600000 sec): 3 clusters
  Score: Raw -2047932.115237 + Penalty 3221.271469 = -2044710.843768
  nChanged 21
		SP:Iteration 65Q (2168.650000 sec): 3 clusters
  Score: Raw -2047937.970211 + Penalty 3221.271469 = -2044716.698742
  nChanged 21
		SP:Iteration 66Q (2168.690000 sec): 3 clusters
  Score: Raw -2047944.674141 + Penalty 3221.271469 = -2044723.402672
  nChanged 19
		SP:Iteration 67Q (2168.730000 sec): 3 clusters
  Score: Raw -2047951.655219 + Penalty 3221.271469 = -2044730.383750
  nChanged 30
		SP:Iteration 68Q (2168.770000 sec): 3 clusters
  Score: Raw -2047960.669859 + Penalty 3221.271469 = -2044739.398390
  nChanged 24
		SP:Iteration 69Q (2168.810000 sec): 3 clusters
  Score: Raw -2047967.892745 + Penalty 3221.271469 = -2044746.621276
  nChanged 28
		SP:Iteration 70Q (2168.860000 sec): 3 clusters
  Score: Raw -2047977.814614 + Penalty 3221.271469 = -2044756.543145
  nChanged 28
		SP:Iteration 71Q (2168.900000 sec): 3 clusters
  Score: Raw -2047987.166026 + Penalty 3221.271469 = -2044765.894557
  nChanged 26
		SP:Iteration 72Q (2168.940000 sec): 3 clusters
  Score: Raw -2047997.361860 + Penalty 3221.271469 = -2044776.090391
  nChanged 26
		SP:Iteration 73Q (2168.990000 sec): 3 clusters
  Score: Raw -2048004.336105 + Penalty 3221.271469 = -2044783.064636
  nChanged 22
		SP:Iteration 74Q (2169.030000 sec): 3 clusters
  Score: Raw -2048009.482391 + Penalty 3221.271469 = -2044788.210922
  nChanged 15
		SP:Iteration 75Q (2169.070000 sec): 3 clusters
  Score: Raw -2048015.073359 + Penalty 3221.271469 = -2044793.801890
  nChanged 14
		SP:Iteration 76Q (2169.120000 sec): 3 clusters
  Score: Raw -2048018.760365 + Penalty 3221.271469 = -2044797.488896
  nChanged 12
		SP:Iteration 77Q (2169.160000 sec): 3 clusters
  Score: Raw -2048021.478761 + Penalty 3221.271469 = -2044800.207292
  nChanged 7
		SP:Iteration 78Q (2169.200000 sec): 3 clusters
  Score: Raw -2048022.737358 + Penalty 3221.271469 = -2044801.465889
  nChanged 8
		SP:Iteration 79Q (2169.250000 sec): 3 clusters
  Score: Raw -2048024.272025 + Penalty 3221.271469 = -2044803.000556
  nChanged 5
		SP:Iteration 80F (2169.300000 sec): 3 clusters
  Score: Raw -2048026.169484 + Penalty 3221.271469 = -2044804.898015
  nChanged 8
		SP:Iteration 81Q (2169.350000 sec): 3 clusters
  Score: Raw -2048028.524908 + Penalty 3221.271469 = -2044807.253439
  nChanged 10
		SP:Iteration 82Q (2169.390000 sec): 3 clusters
  Score: Raw -2048032.086104 + Penalty 3221.271469 = -2044810.814635
  nChanged 11
		SP:Iteration 83Q (2169.440000 sec): 3 clusters
  Score: Raw -2048034.826476 + Penalty 3221.271469 = -2044813.555007
  nChanged 5
		SP:Iteration 84Q (2169.490000 sec): 3 clusters
  Score: Raw -2048036.194599 + Penalty 3221.271469 = -2044814.923130
  nChanged 6
		SP:Iteration 85Q (2169.530000 sec): 3 clusters
  Score: Raw -2048037.290199 + Penalty 3221.271469 = -2044816.018730
  nChanged 3
		SP:Iteration 86Q (2169.570000 sec): 3 clusters
  Score: Raw -2048037.558192 + Penalty 3221.271469 = -2044816.286723
  nChanged 1
		SP:Iteration 87Q (2169.610000 sec): 3 clusters
  Score: Raw -2048037.719438 + Penalty 3221.271469 = -2044816.447969
  nChanged 2
		SP:Iteration 88Q (2169.660000 sec): 3 clusters
  Score: Raw -2048037.982261 + Penalty 3221.271469 = -2044816.710792
  nChanged 0
		SP:Iteration 89F (2169.710000 sec): 3 clusters
  Score: Raw -2048037.982261 + Penalty 3221.271469 = -2044816.710792
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 10 (4085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2169.740000 sec): 2 clusters
  Score: Raw -397265.856306 + Penalty 1351.200014 = -395914.656293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2169.750000 sec): 3 clusters
  Score: Raw -395247.068823 + Penalty 2702.400027 = -392544.668796
  nChanged 1590
		SP:Iteration 1F (2169.760000 sec): 3 clusters
  Score: Raw -396193.545812 + Penalty 2702.400027 = -393491.145784
  nChanged 311
		SP:Iteration 2F (2169.770000 sec): 3 clusters
  Score: Raw -396404.991213 + Penalty 2702.400027 = -393702.591186
  nChanged 243
		SP:Iteration 3F (2169.780000 sec): 3 clusters
  Score: Raw -396609.238529 + Penalty 2702.400027 = -393906.838502
  nChanged 261
		SP:Iteration 4F (2169.790000 sec): 3 clusters
  Score: Raw -396856.386569 + Penalty 2702.400027 = -394153.986541
  nChanged 282
		SP:Iteration 5F (2169.800000 sec): 3 clusters
  Score: Raw -397160.383637 + Penalty 2702.400027 = -394457.983610
  nChanged 262
		SP:Iteration 6F (2169.810000 sec): 3 clusters
  Score: Raw -397457.342752 + Penalty 2702.400027 = -394754.942725
  nChanged 223
		SP:Iteration 7F (2169.830000 sec): 3 clusters
  Score: Raw -397705.268816 + Penalty 2702.400027 = -395002.868789
  nChanged 187
		SP:Iteration 8Q (2169.830000 sec): 3 clusters
  Score: Raw -397864.582088 + Penalty 2702.400027 = -395162.182061
  nChanged 136
		SP:Iteration 9Q (2169.850000 sec): 3 clusters
  Score: Raw -397956.075617 + Penalty 2702.400027 = -395253.675590
  nChanged 83
		SP:Iteration 10Q (2169.850000 sec): 3 clusters
  Score: Raw -398013.973058 + Penalty 2702.400027 = -395311.573030
  nChanged 64
		SP:Iteration 11Q (2169.870000 sec): 3 clusters
  Score: Raw -398049.774504 + Penalty 2702.400027 = -395347.374476
  nChanged 44
		SP:Iteration 12Q (2169.870000 sec): 3 clusters
  Score: Raw -398076.982827 + Penalty 2702.400027 = -395374.582800
  nChanged 38
		SP:Iteration 13Q (2169.890000 sec): 3 clusters
  Score: Raw -398104.836593 + Penalty 2702.400027 = -395402.436566
  nChanged 46
		SP:Iteration 14Q (2169.890000 sec): 3 clusters
  Score: Raw -398140.994649 + Penalty 2702.400027 = -395438.594622
  nChanged 41
		SP:Iteration 15Q (2169.910000 sec): 3 clusters
  Score: Raw -398166.609809 + Penalty 2702.400027 = -395464.209781
  nChanged 32
		SP:Iteration 16Q (2169.910000 sec): 3 clusters
  Score: Raw -398182.325386 + Penalty 2702.400027 = -395479.925359
  nChanged 21
		SP:Iteration 17Q (2169.930000 sec): 3 clusters
  Score: Raw -398198.427643 + Penalty 2702.400027 = -395496.027616
  nChanged 25
		SP:Iteration 18Q (2169.930000 sec): 3 clusters
  Score: Raw -398213.475340 + Penalty 2702.400027 = -395511.075312
  nChanged 20
		SP:Iteration 19Q (2169.940000 sec): 3 clusters
  Score: Raw -398220.415968 + Penalty 2702.400027 = -395518.015940
  nChanged 11
		SP:Iteration 20F (2169.950000 sec): 3 clusters
  Score: Raw -398223.477235 + Penalty 2702.400027 = -395521.077207
  nChanged 10
		SP:Iteration 21Q (2169.970000 sec): 3 clusters
  Score: Raw -398227.513383 + Penalty 2702.400027 = -395525.113356
  nChanged 13
		SP:Iteration 22Q (2169.970000 sec): 3 clusters
  Score: Raw -398232.017755 + Penalty 2702.400027 = -395529.617728
  nChanged 7
		SP:Iteration 23Q (2169.980000 sec): 3 clusters
  Score: Raw -398234.701337 + Penalty 2702.400027 = -395532.301310
  nChanged 4
		SP:Iteration 24Q (2169.990000 sec): 3 clusters
  Score: Raw -398236.007737 + Penalty 2702.400027 = -395533.607710
  nChanged 2
		SP:Iteration 25Q (2170.000000 sec): 3 clusters
  Score: Raw -398236.721395 + Penalty 2702.400027 = -395534.321368
  nChanged 1
		SP:Iteration 26Q (2170.010000 sec): 3 clusters
  Score: Raw -398236.856408 + Penalty 2702.400027 = -395534.456381
  nChanged 0
		SP:Iteration 27F (2170.020000 sec): 3 clusters
  Score: Raw -398236.856408 + Penalty 2702.400027 = -395534.456381
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 11 (22442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2170.100000 sec): 2 clusters
  Score: Raw -2269435.866541 + Penalty 1628.037041 = -2267807.829500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2170.160000 sec): 3 clusters
  Score: Raw -2255846.858846 + Penalty 3256.074082 = -2252590.784764
  nChanged 10176
		SP:Iteration 1F (2170.230000 sec): 3 clusters
  Score: Raw -2261492.486839 + Penalty 3256.074082 = -2258236.412757
  nChanged 1147
		SP:Iteration 2F (2170.290000 sec): 3 clusters
  Score: Raw -2261969.944155 + Penalty 3256.074082 = -2258713.870073
  nChanged 1117
		SP:Iteration 3Q (2170.350000 sec): 3 clusters
  Score: Raw -2262397.452867 + Penalty 3256.074082 = -2259141.378785
  nChanged 1004
		SP:Iteration 4Q (2170.410000 sec): 3 clusters
  Score: Raw -2262738.350907 + Penalty 3256.074082 = -2259482.276826
  nChanged 895
		SP:Iteration 5Q (2170.480000 sec): 3 clusters
  Score: Raw -2263066.880394 + Penalty 3256.074082 = -2259810.806312
  nChanged 884
		SP:Iteration 6Q (2170.540000 sec): 3 clusters
  Score: Raw -2263449.702223 + Penalty 3256.074082 = -2260193.628141
  nChanged 971
		SP:Iteration 7Q (2170.610000 sec): 3 clusters
  Score: Raw -2263925.168131 + Penalty 3256.074082 = -2260669.094049
  nChanged 1018
		SP:Iteration 8Q (2170.670000 sec): 3 clusters
  Score: Raw -2264486.802003 + Penalty 3256.074082 = -2261230.727922
  nChanged 1079
		SP:Iteration 9Q (2170.730000 sec): 3 clusters
  Score: Raw -2265144.824657 + Penalty 3256.074082 = -2261888.750576
  nChanged 1120
		SP:Iteration 10Q (2170.800000 sec): 3 clusters
  Score: Raw -2265911.333932 + Penalty 3256.074082 = -2262655.259851
  nChanged 1214
		SP:Iteration 11F (2170.860000 sec): 3 clusters
  Score: Raw -2266789.956341 + Penalty 3256.074082 = -2263533.882259
  nChanged 1162
		SP:Iteration 12F (2170.920000 sec): 3 clusters
  Score: Raw -2267695.866830 + Penalty 3256.074082 = -2264439.792748
  nChanged 989
		SP:Iteration 13Q (2170.980000 sec): 3 clusters
  Score: Raw -2268448.971133 + Penalty 3256.074082 = -2265192.897052
  nChanged 784
		SP:Iteration 14Q (2171.040000 sec): 3 clusters
  Score: Raw -2268988.559707 + Penalty 3256.074082 = -2265732.485625
  nChanged 604
		SP:Iteration 15Q (2171.090000 sec): 3 clusters
  Score: Raw -2269419.080601 + Penalty 3256.074082 = -2266163.006519
  nChanged 453
		SP:Iteration 16Q (2171.150000 sec): 3 clusters
  Score: Raw -2269741.888879 + Penalty 3256.074082 = -2266485.814797
  nChanged 340
		SP:Iteration 17Q (2171.200000 sec): 3 clusters
  Score: Raw -2269952.136217 + Penalty 3256.074082 = -2266696.062135
  nChanged 225
		SP:Iteration 18Q (2171.250000 sec): 3 clusters
  Score: Raw -2270066.187994 + Penalty 3256.074082 = -2266810.113912
  nChanged 174
		SP:Iteration 19Q (2171.300000 sec): 3 clusters
  Score: Raw -2270137.379450 + Penalty 3256.074082 = -2266881.305368
  nChanged 128
		SP:Iteration 20F (2171.360000 sec): 3 clusters
  Score: Raw -2270181.446145 + Penalty 3256.074082 = -2266925.372063
  nChanged 112
		SP:Iteration 21Q (2171.410000 sec): 3 clusters
  Score: Raw -2270219.193010 + Penalty 3256.074082 = -2266963.118929
  nChanged 82
		SP:Iteration 22Q (2171.460000 sec): 3 clusters
  Score: Raw -2270244.075859 + Penalty 3256.074082 = -2266988.001777
  nChanged 58
		SP:Iteration 23Q (2171.510000 sec): 3 clusters
  Score: Raw -2270259.815553 + Penalty 3256.074082 = -2267003.741471
  nChanged 43
		SP:Iteration 24Q (2171.550000 sec): 3 clusters
  Score: Raw -2270273.471352 + Penalty 3256.074082 = -2267017.397271
  nChanged 47
		SP:Iteration 25Q (2171.600000 sec): 3 clusters
  Score: Raw -2270288.567550 + Penalty 3256.074082 = -2267032.493468
  nChanged 46
		SP:Iteration 26Q (2171.650000 sec): 3 clusters
  Score: Raw -2270303.396993 + Penalty 3256.074082 = -2267047.322911
  nChanged 42
		SP:Iteration 27Q (2171.690000 sec): 3 clusters
  Score: Raw -2270314.730531 + Penalty 3256.074082 = -2267058.656449
  nChanged 35
		SP:Iteration 28Q (2171.740000 sec): 3 clusters
  Score: Raw -2270324.019759 + Penalty 3256.074082 = -2267067.945677
  nChanged 29
		SP:Iteration 29Q (2171.790000 sec): 3 clusters
  Score: Raw -2270331.033748 + Penalty 3256.074082 = -2267074.959666
  nChanged 23
		SP:Iteration 30Q (2171.840000 sec): 3 clusters
  Score: Raw -2270335.543700 + Penalty 3256.074082 = -2267079.469619
  nChanged 17
		SP:Iteration 31Q (2171.890000 sec): 3 clusters
  Score: Raw -2270339.277316 + Penalty 3256.074082 = -2267083.203234
  nChanged 9
		SP:Iteration 32Q (2171.930000 sec): 3 clusters
  Score: Raw -2270341.079714 + Penalty 3256.074082 = -2267085.005632
  nChanged 9
		SP:Iteration 33Q (2171.980000 sec): 3 clusters
  Score: Raw -2270343.466264 + Penalty 3256.074082 = -2267087.392182
  nChanged 7
		SP:Iteration 34Q (2172.030000 sec): 3 clusters
  Score: Raw -2270345.293332 + Penalty 3256.074082 = -2267089.219250
  nChanged 4
		SP:Iteration 35Q (2172.080000 sec): 3 clusters
  Score: Raw -2270345.935854 + Penalty 3256.074082 = -2267089.861773
  nChanged 3
		SP:Iteration 36Q (2172.130000 sec): 3 clusters
  Score: Raw -2270346.678206 + Penalty 3256.074082 = -2267090.604124
  nChanged 3
		SP:Iteration 37Q (2172.190000 sec): 3 clusters
  Score: Raw -2270347.480751 + Penalty 3256.074082 = -2267091.406669
  nChanged 8
		SP:Iteration 38Q (2172.230000 sec): 3 clusters
  Score: Raw -2270349.779002 + Penalty 3256.074082 = -2267093.704921
  nChanged 8
		SP:Iteration 39Q (2172.280000 sec): 3 clusters
  Score: Raw -2270352.452997 + Penalty 3256.074082 = -2267096.378915
  nChanged 14
		SP:Iteration 40F (2172.340000 sec): 3 clusters
  Score: Raw -2270355.816847 + Penalty 3256.074082 = -2267099.742766
  nChanged 12
		SP:Iteration 41Q (2172.390000 sec): 3 clusters
  Score: Raw -2270359.468487 + Penalty 3256.074082 = -2267103.394405
  nChanged 11
		SP:Iteration 42Q (2172.430000 sec): 3 clusters
  Score: Raw -2270362.978853 + Penalty 3256.074082 = -2267106.904772
  nChanged 14
		SP:Iteration 43Q (2172.480000 sec): 3 clusters
  Score: Raw -2270365.947880 + Penalty 3256.074082 = -2267109.873798
  nChanged 6
		SP:Iteration 44Q (2172.530000 sec): 3 clusters
  Score: Raw -2270366.968110 + Penalty 3256.074082 = -2267110.894029
  nChanged 5
		SP:Iteration 45Q (2172.580000 sec): 3 clusters
  Score: Raw -2270367.811519 + Penalty 3256.074082 = -2267111.737437
  nChanged 1
		SP:Iteration 46Q (2172.620000 sec): 3 clusters
  Score: Raw -2270368.027907 + Penalty 3256.074082 = -2267111.953826
  nChanged 3
		SP:Iteration 47Q (2172.670000 sec): 3 clusters
  Score: Raw -2270368.637573 + Penalty 3256.074082 = -2267112.563491
  nChanged 2
		SP:Iteration 48Q (2172.720000 sec): 3 clusters
  Score: Raw -2270369.061907 + Penalty 3256.074082 = -2267112.987826
  nChanged 2
		SP:Iteration 49Q (2172.770000 sec): 3 clusters
  Score: Raw -2270369.461060 + Penalty 3256.074082 = -2267113.386978
  nChanged 3
		SP:Iteration 50Q (2172.810000 sec): 3 clusters
  Score: Raw -2270370.548202 + Penalty 3256.074082 = -2267114.474121
  nChanged 5
		SP:Iteration 51Q (2172.860000 sec): 3 clusters
  Score: Raw -2270371.664097 + Penalty 3256.074082 = -2267115.590015
  nChanged 4
		SP:Iteration 52Q (2172.910000 sec): 3 clusters
  Score: Raw -2270372.413186 + Penalty 3256.074082 = -2267116.339105
  nChanged 2
		SP:Iteration 53Q (2172.950000 sec): 3 clusters
  Score: Raw -2270372.822738 + Penalty 3256.074082 = -2267116.748656
  nChanged 2
		SP:Iteration 54Q (2173.000000 sec): 3 clusters
  Score: Raw -2270373.144630 + Penalty 3256.074082 = -2267117.070549
  nChanged 1
		SP:Iteration 55Q (2173.050000 sec): 3 clusters
  Score: Raw -2270373.258204 + Penalty 3256.074082 = -2267117.184122
  nChanged 3
		SP:Iteration 56Q (2173.090000 sec): 3 clusters
  Score: Raw -2270373.917471 + Penalty 3256.074082 = -2267117.843390
  nChanged 3
		SP:Iteration 57Q (2173.140000 sec): 3 clusters
  Score: Raw -2270374.526709 + Penalty 3256.074082 = -2267118.452627
  nChanged 4
		SP:Iteration 58Q (2173.190000 sec): 3 clusters
  Score: Raw -2270375.614016 + Penalty 3256.074082 = -2267119.539935
  nChanged 5
		SP:Iteration 59Q (2173.230000 sec): 3 clusters
  Score: Raw -2270376.542887 + Penalty 3256.074082 = -2267120.468805
  nChanged 1
		SP:Iteration 60F (2173.290000 sec): 3 clusters
  Score: Raw -2270376.604367 + Penalty 3256.074082 = -2267120.530286
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 12 (60703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2173.490000 sec): 2 clusters
  Score: Raw -6229861.248825 + Penalty 1789.734115 = -6228071.514710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2173.660000 sec): 3 clusters
  Score: Raw -6191252.385603 + Penalty 3579.468230 = -6187672.917373
  nChanged 28406
		SP:Iteration 1F (2173.830000 sec): 3 clusters
  Score: Raw -6207535.132031 + Penalty 3579.468230 = -6203955.663802
  nChanged 2225
		SP:Iteration 2Q (2174.000000 sec): 3 clusters
  Score: Raw -6208241.270494 + Penalty 3579.468230 = -6204661.802264
  nChanged 2502
		SP:Iteration 3Q (2174.170000 sec): 3 clusters
  Score: Raw -6209227.739587 + Penalty 3579.468230 = -6205648.271358
  nChanged 2967
		SP:Iteration 4Q (2174.350000 sec): 3 clusters
  Score: Raw -6210712.781880 + Penalty 3579.468230 = -6207133.313651
  nChanged 3730
		SP:Iteration 5F (2174.520000 sec): 3 clusters
  Score: Raw -6213165.343688 + Penalty 3579.468230 = -6209585.875458
  nChanged 4493
		SP:Iteration 6F (2174.690000 sec): 3 clusters
  Score: Raw -6216800.795653 + Penalty 3579.468230 = -6213221.327424
  nChanged 4640
		SP:Iteration 7F (2174.870000 sec): 3 clusters
  Score: Raw -6220934.985074 + Penalty 3579.468230 = -6217355.516844
  nChanged 3958
		SP:Iteration 8F (2175.030000 sec): 3 clusters
  Score: Raw -6224610.986014 + Penalty 3579.468230 = -6221031.517785
  nChanged 2757
		SP:Iteration 9Q (2175.190000 sec): 3 clusters
  Score: Raw -6227163.019555 + Penalty 3579.468230 = -6223583.551326
  nChanged 1618
		SP:Iteration 10Q (2175.330000 sec): 3 clusters
  Score: Raw -6228562.855447 + Penalty 3579.468230 = -6224983.387217
  nChanged 874
		SP:Iteration 11Q (2175.470000 sec): 3 clusters
  Score: Raw -6229258.343262 + Penalty 3579.468230 = -6225678.875032
  nChanged 468
		SP:Iteration 12Q (2175.600000 sec): 3 clusters
  Score: Raw -6229616.300315 + Penalty 3579.468230 = -6226036.832085
  nChanged 276
		SP:Iteration 13Q (2175.730000 sec): 3 clusters
  Score: Raw -6229840.555992 + Penalty 3579.468230 = -6226261.087762
  nChanged 172
		SP:Iteration 14Q (2175.850000 sec): 3 clusters
  Score: Raw -6229973.261660 + Penalty 3579.468230 = -6226393.793430
  nChanged 99
		SP:Iteration 15Q (2175.970000 sec): 3 clusters
  Score: Raw -6230031.120814 + Penalty 3579.468230 = -6226451.652584
  nChanged 59
		SP:Iteration 16Q (2176.100000 sec): 3 clusters
  Score: Raw -6230067.771354 + Penalty 3579.468230 = -6226488.303124
  nChanged 44
		SP:Iteration 17Q (2176.220000 sec): 3 clusters
  Score: Raw -6230094.940407 + Penalty 3579.468230 = -6226515.472177
  nChanged 36
		SP:Iteration 18Q (2176.340000 sec): 3 clusters
  Score: Raw -6230120.931891 + Penalty 3579.468230 = -6226541.463661
  nChanged 35
		SP:Iteration 19Q (2176.460000 sec): 3 clusters
  Score: Raw -6230145.815333 + Penalty 3579.468230 = -6226566.347103
  nChanged 30
		SP:Iteration 20F (2176.630000 sec): 3 clusters
  Score: Raw -6230163.184780 + Penalty 3579.468230 = -6226583.716550
  nChanged 18
		SP:Iteration 21Q (2176.750000 sec): 3 clusters
  Score: Raw -6230171.985856 + Penalty 3579.468230 = -6226592.517626
  nChanged 10
		SP:Iteration 22Q (2176.870000 sec): 3 clusters
  Score: Raw -6230176.745209 + Penalty 3579.468230 = -6226597.276979
  nChanged 10
		SP:Iteration 23Q (2176.990000 sec): 3 clusters
  Score: Raw -6230181.419547 + Penalty 3579.468230 = -6226601.951318
  nChanged 8
		SP:Iteration 24Q (2177.110000 sec): 3 clusters
  Score: Raw -6230188.203494 + Penalty 3579.468230 = -6226608.735264
  nChanged 14
		SP:Iteration 25Q (2177.230000 sec): 3 clusters
  Score: Raw -6230199.810032 + Penalty 3579.468230 = -6226620.341802
  nChanged 12
		SP:Iteration 26Q (2177.350000 sec): 3 clusters
  Score: Raw -6230206.136829 + Penalty 3579.468230 = -6226626.668599
  nChanged 6
		SP:Iteration 27Q (2177.470000 sec): 3 clusters
  Score: Raw -6230208.136625 + Penalty 3579.468230 = -6226628.668395
  nChanged 3
		SP:Iteration 28Q (2177.590000 sec): 3 clusters
  Score: Raw -6230209.333441 + Penalty 3579.468230 = -6226629.865211
  nChanged 3
		SP:Iteration 29Q (2177.710000 sec): 3 clusters
  Score: Raw -6230210.268481 + Penalty 3579.468230 = -6226630.800251
  nChanged 0
		SP:Iteration 30F (2177.880000 sec): 3 clusters
  Score: Raw -6230210.268481 + Penalty 3579.468230 = -6226630.800251
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (6381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2177.940000 sec): 2 clusters
  Score: Raw -626632.900567 + Penalty 1423.675517 = -625209.225050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2177.960000 sec): 3 clusters
  Score: Raw -623199.387515 + Penalty 2847.351034 = -620352.036481
  nChanged 2626
		SP:Iteration 1F (2177.980000 sec): 3 clusters
  Score: Raw -624645.653091 + Penalty 2847.351034 = -621798.302057
  nChanged 448
		SP:Iteration 2F (2177.990000 sec): 3 clusters
  Score: Raw -624881.610879 + Penalty 2847.351034 = -622034.259845
  nChanged 358
		SP:Iteration 3F (2178.010000 sec): 3 clusters
  Score: Raw -625050.077106 + Penalty 2847.351034 = -622202.726072
  nChanged 302
		SP:Iteration 4Q (2178.030000 sec): 3 clusters
  Score: Raw -625182.761550 + Penalty 2847.351034 = -622335.410517
  nChanged 245
		SP:Iteration 5Q (2178.040000 sec): 3 clusters
  Score: Raw -625302.591613 + Penalty 2847.351034 = -622455.240579
  nChanged 246
		SP:Iteration 6Q (2178.060000 sec): 3 clusters
  Score: Raw -625416.445117 + Penalty 2847.351034 = -622569.094083
  nChanged 242
		SP:Iteration 7Q (2178.070000 sec): 3 clusters
  Score: Raw -625523.843669 + Penalty 2847.351034 = -622676.492636
  nChanged 222
		SP:Iteration 8Q (2178.090000 sec): 3 clusters
  Score: Raw -625643.644714 + Penalty 2847.351034 = -622796.293680
  nChanged 247
		SP:Iteration 9Q (2178.110000 sec): 3 clusters
  Score: Raw -625770.178117 + Penalty 2847.351034 = -622922.827083
  nChanged 232
		SP:Iteration 10Q (2178.130000 sec): 3 clusters
  Score: Raw -625893.466941 + Penalty 2847.351034 = -623046.115907
  nChanged 225
		SP:Iteration 11Q (2178.140000 sec): 3 clusters
  Score: Raw -626011.514705 + Penalty 2847.351034 = -623164.163671
  nChanged 213
		SP:Iteration 12Q (2178.160000 sec): 3 clusters
  Score: Raw -626142.153277 + Penalty 2847.351034 = -623294.802243
  nChanged 188
		SP:Iteration 13Q (2178.170000 sec): 3 clusters
  Score: Raw -626254.284457 + Penalty 2847.351034 = -623406.933423
  nChanged 164
		SP:Iteration 14Q (2178.190000 sec): 3 clusters
  Score: Raw -626345.893908 + Penalty 2847.351034 = -623498.542874
  nChanged 128
		SP:Iteration 15Q (2178.210000 sec): 3 clusters
  Score: Raw -626419.985309 + Penalty 2847.351034 = -623572.634275
  nChanged 104
		SP:Iteration 16Q (2178.220000 sec): 3 clusters
  Score: Raw -626489.023495 + Penalty 2847.351034 = -623641.672461
  nChanged 101
		SP:Iteration 17Q (2178.240000 sec): 3 clusters
  Score: Raw -626554.715340 + Penalty 2847.351034 = -623707.364306
  nChanged 78
		SP:Iteration 18Q (2178.250000 sec): 3 clusters
  Score: Raw -626605.075320 + Penalty 2847.351034 = -623757.724286
  nChanged 56
		SP:Iteration 19Q (2178.270000 sec): 3 clusters
  Score: Raw -626638.030234 + Penalty 2847.351034 = -623790.679200
  nChanged 48
		SP:Iteration 20F (2178.280000 sec): 3 clusters
  Score: Raw -626668.632811 + Penalty 2847.351034 = -623821.281778
  nChanged 38
		SP:Iteration 21Q (2178.300000 sec): 3 clusters
  Score: Raw -626692.804278 + Penalty 2847.351034 = -623845.453244
  nChanged 28
		SP:Iteration 22Q (2178.310000 sec): 3 clusters
  Score: Raw -626712.175342 + Penalty 2847.351034 = -623864.824308
  nChanged 21
		SP:Iteration 23Q (2178.330000 sec): 3 clusters
  Score: Raw -626727.708449 + Penalty 2847.351034 = -623880.357416
  nChanged 20
		SP:Iteration 24Q (2178.340000 sec): 3 clusters
  Score: Raw -626743.441633 + Penalty 2847.351034 = -623896.090600
  nChanged 22
		SP:Iteration 25Q (2178.350000 sec): 3 clusters
  Score: Raw -626758.134635 + Penalty 2847.351034 = -623910.783601
  nChanged 18
		SP:Iteration 26Q (2178.370000 sec): 3 clusters
  Score: Raw -626770.837026 + Penalty 2847.351034 = -623923.485992
  nChanged 15
		SP:Iteration 27Q (2178.380000 sec): 3 clusters
  Score: Raw -626782.093826 + Penalty 2847.351034 = -623934.742792
  nChanged 10
		SP:Iteration 28Q (2178.390000 sec): 3 clusters
  Score: Raw -626787.256703 + Penalty 2847.351034 = -623939.905669
  nChanged 3
		SP:Iteration 29Q (2178.410000 sec): 3 clusters
  Score: Raw -626789.656549 + Penalty 2847.351034 = -623942.305515
  nChanged 3
		SP:Iteration 30Q (2178.420000 sec): 3 clusters
  Score: Raw -626791.240865 + Penalty 2847.351034 = -623943.889831
  nChanged 2
		SP:Iteration 31Q (2178.430000 sec): 3 clusters
  Score: Raw -626792.760334 + Penalty 2847.351034 = -623945.409301
  nChanged 2
		SP:Iteration 32Q (2178.450000 sec): 3 clusters
  Score: Raw -626794.521988 + Penalty 2847.351034 = -623947.170954
  nChanged 2
		SP:Iteration 33Q (2178.460000 sec): 3 clusters
  Score: Raw -626795.218802 + Penalty 2847.351034 = -623947.867768
  nChanged 2
		SP:Iteration 34Q (2178.470000 sec): 3 clusters
  Score: Raw -626796.124583 + Penalty 2847.351034 = -623948.773549
  nChanged 2
		SP:Iteration 35Q (2178.490000 sec): 3 clusters
  Score: Raw -626796.803571 + Penalty 2847.351034 = -623949.452537
  nChanged 0
		SP:Iteration 36F (2178.510000 sec): 3 clusters
  Score: Raw -626796.803571 + Penalty 2847.351034 = -623949.452537
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 14 (5014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2178.520000 sec): 2 clusters
  Score: Raw -502128.406222 + Penalty 1384.498258 = -500743.907964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2178.530000 sec): 3 clusters
  Score: Raw -499481.717189 + Penalty 2768.996516 = -496712.720674
  nChanged 2044
		SP:Iteration 1F (2178.550000 sec): 3 clusters
  Score: Raw -500627.695248 + Penalty 2768.996516 = -497858.698733
  nChanged 404
		SP:Iteration 2F (2178.560000 sec): 3 clusters
  Score: Raw -500869.626202 + Penalty 2768.996516 = -498100.629686
  nChanged 323
		SP:Iteration 3F (2178.570000 sec): 3 clusters
  Score: Raw -501064.049359 + Penalty 2768.996516 = -498295.052843
  nChanged 268
		SP:Iteration 4F (2178.590000 sec): 3 clusters
  Score: Raw -501217.953349 + Penalty 2768.996516 = -498448.956834
  nChanged 198
		SP:Iteration 5Q (2178.600000 sec): 3 clusters
  Score: Raw -501328.800138 + Penalty 2768.996516 = -498559.803622
  nChanged 187
		SP:Iteration 6Q (2178.610000 sec): 3 clusters
  Score: Raw -501426.219522 + Penalty 2768.996516 = -498657.223007
  nChanged 157
		SP:Iteration 7Q (2178.630000 sec): 3 clusters
  Score: Raw -501531.605536 + Penalty 2768.996516 = -498762.609021
  nChanged 157
		SP:Iteration 8Q (2178.640000 sec): 3 clusters
  Score: Raw -501629.801128 + Penalty 2768.996516 = -498860.804612
  nChanged 152
		SP:Iteration 9Q (2178.650000 sec): 3 clusters
  Score: Raw -501718.626805 + Penalty 2768.996516 = -498949.630290
  nChanged 116
		SP:Iteration 10Q (2178.660000 sec): 3 clusters
  Score: Raw -501792.128482 + Penalty 2768.996516 = -499023.131966
  nChanged 96
		SP:Iteration 11Q (2178.680000 sec): 3 clusters
  Score: Raw -501851.079993 + Penalty 2768.996516 = -499082.083477
  nChanged 85
		SP:Iteration 12Q (2178.690000 sec): 3 clusters
  Score: Raw -501907.146355 + Penalty 2768.996516 = -499138.149839
  nChanged 89
		SP:Iteration 13Q (2178.700000 sec): 3 clusters
  Score: Raw -501969.235491 + Penalty 2768.996516 = -499200.238975
  nChanged 84
		SP:Iteration 14Q (2178.710000 sec): 3 clusters
  Score: Raw -502021.164279 + Penalty 2768.996516 = -499252.167763
  nChanged 69
		SP:Iteration 15Q (2178.730000 sec): 3 clusters
  Score: Raw -502066.353393 + Penalty 2768.996516 = -499297.356877
  nChanged 54
		SP:Iteration 16Q (2178.740000 sec): 3 clusters
  Score: Raw -502103.689893 + Penalty 2768.996516 = -499334.693378
  nChanged 41
		SP:Iteration 17Q (2178.750000 sec): 3 clusters
  Score: Raw -502132.613414 + Penalty 2768.996516 = -499363.616898
  nChanged 38
		SP:Iteration 18Q (2178.760000 sec): 3 clusters
  Score: Raw -502154.228905 + Penalty 2768.996516 = -499385.232389
  nChanged 31
		SP:Iteration 19Q (2178.770000 sec): 3 clusters
  Score: Raw -502176.263135 + Penalty 2768.996516 = -499407.266619
  nChanged 33
		SP:Iteration 20F (2178.790000 sec): 3 clusters
  Score: Raw -502199.431545 + Penalty 2768.996516 = -499430.435030
  nChanged 34
		SP:Iteration 21Q (2178.800000 sec): 3 clusters
  Score: Raw -502219.980411 + Penalty 2768.996516 = -499450.983895
  nChanged 28
		SP:Iteration 22Q (2178.810000 sec): 3 clusters
  Score: Raw -502243.849912 + Penalty 2768.996516 = -499474.853396
  nChanged 24
		SP:Iteration 23Q (2178.820000 sec): 3 clusters
  Score: Raw -502262.227235 + Penalty 2768.996516 = -499493.230720
  nChanged 23
		SP:Iteration 24Q (2178.830000 sec): 3 clusters
  Score: Raw -502280.124536 + Penalty 2768.996516 = -499511.128020
  nChanged 27
		SP:Iteration 25Q (2178.840000 sec): 3 clusters
  Score: Raw -502296.528137 + Penalty 2768.996516 = -499527.531621
  nChanged 23
		SP:Iteration 26Q (2178.850000 sec): 3 clusters
  Score: Raw -502309.298256 + Penalty 2768.996516 = -499540.301741
  nChanged 19
		SP:Iteration 27Q (2178.860000 sec): 3 clusters
  Score: Raw -502318.812499 + Penalty 2768.996516 = -499549.815983
  nChanged 16
		SP:Iteration 28Q (2178.870000 sec): 3 clusters
  Score: Raw -502327.804446 + Penalty 2768.996516 = -499558.807930
  nChanged 9
		SP:Iteration 29Q (2178.880000 sec): 3 clusters
  Score: Raw -502335.220789 + Penalty 2768.996516 = -499566.224273
  nChanged 7
		SP:Iteration 30Q (2178.890000 sec): 3 clusters
  Score: Raw -502340.659769 + Penalty 2768.996516 = -499571.663254
  nChanged 9
		SP:Iteration 31Q (2178.910000 sec): 3 clusters
  Score: Raw -502348.225529 + Penalty 2768.996516 = -499579.229013
  nChanged 11
		SP:Iteration 32Q (2178.910000 sec): 3 clusters
  Score: Raw -502353.824984 + Penalty 2768.996516 = -499584.828469
  nChanged 8
		SP:Iteration 33Q (2178.930000 sec): 3 clusters
  Score: Raw -502358.947925 + Penalty 2768.996516 = -499589.951410
  nChanged 12
		SP:Iteration 34Q (2178.930000 sec): 3 clusters
  Score: Raw -502365.338163 + Penalty 2768.996516 = -499596.341647
  nChanged 8
		SP:Iteration 35Q (2178.950000 sec): 3 clusters
  Score: Raw -502370.051848 + Penalty 2768.996516 = -499601.055332
  nChanged 4
		SP:Iteration 36Q (2178.960000 sec): 3 clusters
  Score: Raw -502372.029894 + Penalty 2768.996516 = -499603.033378
  nChanged 2
		SP:Iteration 37Q (2178.970000 sec): 3 clusters
  Score: Raw -502373.222084 + Penalty 2768.996516 = -499604.225569
  nChanged 2
		SP:Iteration 38Q (2178.980000 sec): 3 clusters
  Score: Raw -502373.915463 + Penalty 2768.996516 = -499604.918948
  nChanged 0
		SP:Iteration 39F (2178.990000 sec): 3 clusters
  Score: Raw -502373.915463 + Penalty 2768.996516 = -499604.918948
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 15 (2567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2179.000000 sec): 2 clusters
  Score: Raw -230653.873368 + Penalty 1275.705142 = -229378.168226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2179.010000 sec): 3 clusters
  Score: Raw -229507.726693 + Penalty 2551.410284 = -226956.316409
  nChanged 959
		SP:Iteration 1F (2179.020000 sec): 3 clusters
  Score: Raw -230175.218810 + Penalty 2551.410284 = -227623.808526
  nChanged 210
		SP:Iteration 2F (2179.020000 sec): 3 clusters
  Score: Raw -230360.029658 + Penalty 2551.410284 = -227808.619374
  nChanged 155
		SP:Iteration 3F (2179.030000 sec): 3 clusters
  Score: Raw -230494.332368 + Penalty 2551.410284 = -227942.922085
  nChanged 123
		SP:Iteration 4Q (2179.030000 sec): 3 clusters
  Score: Raw -230598.925689 + Penalty 2551.410284 = -228047.515406
  nChanged 82
		SP:Iteration 5Q (2179.040000 sec): 3 clusters
  Score: Raw -230669.708771 + Penalty 2551.410284 = -228118.298487
  nChanged 79
		SP:Iteration 6Q (2179.050000 sec): 3 clusters
  Score: Raw -230741.134848 + Penalty 2551.410284 = -228189.724564
  nChanged 76
		SP:Iteration 7Q (2179.050000 sec): 3 clusters
  Score: Raw -230792.478852 + Penalty 2551.410284 = -228241.068568
  nChanged 59
		SP:Iteration 8Q (2179.060000 sec): 3 clusters
  Score: Raw -230852.917762 + Penalty 2551.410284 = -228301.507478
  nChanged 73
		SP:Iteration 9Q (2179.070000 sec): 3 clusters
  Score: Raw -230915.127818 + Penalty 2551.410284 = -228363.717534
  nChanged 58
		SP:Iteration 10Q (2179.070000 sec): 3 clusters
  Score: Raw -230968.251200 + Penalty 2551.410284 = -228416.840916
  nChanged 55
		SP:Iteration 11Q (2179.080000 sec): 3 clusters
  Score: Raw -231014.520724 + Penalty 2551.410284 = -228463.110440
  nChanged 54
		SP:Iteration 12Q (2179.090000 sec): 3 clusters
  Score: Raw -231055.884992 + Penalty 2551.410284 = -228504.474708
  nChanged 47
		SP:Iteration 13Q (2179.090000 sec): 3 clusters
  Score: Raw -231093.731363 + Penalty 2551.410284 = -228542.321079
  nChanged 34
		SP:Iteration 14Q (2179.100000 sec): 3 clusters
  Score: Raw -231115.836264 + Penalty 2551.410284 = -228564.425981
  nChanged 28
		SP:Iteration 15Q (2179.110000 sec): 3 clusters
  Score: Raw -231134.761363 + Penalty 2551.410284 = -228583.351079
  nChanged 33
		SP:Iteration 16Q (2179.110000 sec): 3 clusters
  Score: Raw -231159.251450 + Penalty 2551.410284 = -228607.841167
  nChanged 32
		SP:Iteration 17Q (2179.120000 sec): 3 clusters
  Score: Raw -231179.345607 + Penalty 2551.410284 = -228627.935323
  nChanged 31
		SP:Iteration 18Q (2179.120000 sec): 3 clusters
  Score: Raw -231198.241843 + Penalty 2551.410284 = -228646.831559
  nChanged 24
		SP:Iteration 19Q (2179.130000 sec): 3 clusters
  Score: Raw -231215.103672 + Penalty 2551.410284 = -228663.693388
  nChanged 21
		SP:Iteration 20F (2179.130000 sec): 3 clusters
  Score: Raw -231229.656789 + Penalty 2551.410284 = -228678.246505
  nChanged 22
		SP:Iteration 21Q (2179.140000 sec): 3 clusters
  Score: Raw -231241.616773 + Penalty 2551.410284 = -228690.206489
  nChanged 12
		SP:Iteration 22Q (2179.150000 sec): 3 clusters
  Score: Raw -231245.176235 + Penalty 2551.410284 = -228693.765951
  nChanged 10
		SP:Iteration 23Q (2179.150000 sec): 3 clusters
  Score: Raw -231248.278456 + Penalty 2551.410284 = -228696.868172
  nChanged 6
		SP:Iteration 24Q (2179.160000 sec): 3 clusters
  Score: Raw -231250.209564 + Penalty 2551.410284 = -228698.799281
  nChanged 8
		SP:Iteration 25Q (2179.170000 sec): 3 clusters
  Score: Raw -231253.999031 + Penalty 2551.410284 = -228702.588748
  nChanged 9
		SP:Iteration 26Q (2179.170000 sec): 3 clusters
  Score: Raw -231256.784195 + Penalty 2551.410284 = -228705.373911
  nChanged 6
		SP:Iteration 27Q (2179.180000 sec): 3 clusters
  Score: Raw -231259.405322 + Penalty 2551.410284 = -228707.995039
  nChanged 6
		SP:Iteration 28Q (2179.180000 sec): 3 clusters
  Score: Raw -231261.858593 + Penalty 2551.410284 = -228710.448309
  nChanged 10
		SP:Iteration 29Q (2179.190000 sec): 3 clusters
  Score: Raw -231265.908555 + Penalty 2551.410284 = -228714.498271
  nChanged 10
		SP:Iteration 30Q (2179.190000 sec): 3 clusters
  Score: Raw -231272.147168 + Penalty 2551.410284 = -228720.736884
  nChanged 17
		SP:Iteration 31Q (2179.200000 sec): 3 clusters
  Score: Raw -231280.480077 + Penalty 2551.410284 = -228729.069793
  nChanged 14
		SP:Iteration 32Q (2179.210000 sec): 3 clusters
  Score: Raw -231290.135241 + Penalty 2551.410284 = -228738.724957
  nChanged 15
		SP:Iteration 33Q (2179.210000 sec): 3 clusters
  Score: Raw -231298.955211 + Penalty 2551.410284 = -228747.544928
  nChanged 17
		SP:Iteration 34Q (2179.220000 sec): 3 clusters
  Score: Raw -231308.388103 + Penalty 2551.410284 = -228756.977819
  nChanged 13
		SP:Iteration 35Q (2179.220000 sec): 3 clusters
  Score: Raw -231317.205996 + Penalty 2551.410284 = -228765.795713
  nChanged 19
		SP:Iteration 36Q (2179.230000 sec): 3 clusters
  Score: Raw -231327.252891 + Penalty 2551.410284 = -228775.842608
  nChanged 10
		SP:Iteration 37Q (2179.230000 sec): 3 clusters
  Score: Raw -231332.024268 + Penalty 2551.410284 = -228780.613984
  nChanged 5
		SP:Iteration 38Q (2179.240000 sec): 3 clusters
  Score: Raw -231333.647321 + Penalty 2551.410284 = -228782.237037
  nChanged 6
		SP:Iteration 39Q (2179.250000 sec): 3 clusters
  Score: Raw -231335.755139 + Penalty 2551.410284 = -228784.344856
  nChanged 4
		SP:Iteration 40F (2179.250000 sec): 3 clusters
  Score: Raw -231338.233409 + Penalty 2551.410284 = -228786.823125
  nChanged 5
		SP:Iteration 41Q (2179.260000 sec): 3 clusters
  Score: Raw -231340.495476 + Penalty 2551.410284 = -228789.085193
  nChanged 5
		SP:Iteration 42Q (2179.270000 sec): 3 clusters
  Score: Raw -231342.928642 + Penalty 2551.410284 = -228791.518359
  nChanged 3
		SP:Iteration 43Q (2179.270000 sec): 3 clusters
  Score: Raw -231344.657805 + Penalty 2551.410284 = -228793.247522
  nChanged 2
		SP:Iteration 44Q (2179.280000 sec): 3 clusters
  Score: Raw -231345.263924 + Penalty 2551.410284 = -228793.853640
  nChanged 1
		SP:Iteration 45Q (2179.280000 sec): 3 clusters
  Score: Raw -231345.910901 + Penalty 2551.410284 = -228794.500618
  nChanged 0
		SP:Iteration 46F (2179.290000 sec): 3 clusters
  Score: Raw -231345.910901 + Penalty 2551.410284 = -228794.500618
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 16 (4966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2179.310000 sec): 2 clusters
  Score: Raw -505177.703894 + Penalty 1382.935119 = -503794.768775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2179.310000 sec): 3 clusters
  Score: Raw -502609.317627 + Penalty 2765.870239 = -499843.447388
  nChanged 1962
		SP:Iteration 1F (2179.330000 sec): 3 clusters
  Score: Raw -503653.245502 + Penalty 2765.870239 = -500887.375263
  nChanged 354
		SP:Iteration 2F (2179.340000 sec): 3 clusters
  Score: Raw -503816.415681 + Penalty 2765.870239 = -501050.545442
  nChanged 259
		SP:Iteration 3F (2179.350000 sec): 3 clusters
  Score: Raw -503939.727756 + Penalty 2765.870239 = -501173.857517
  nChanged 214
		SP:Iteration 4Q (2179.370000 sec): 3 clusters
  Score: Raw -504039.699720 + Penalty 2765.870239 = -501273.829481
  nChanged 229
		SP:Iteration 5Q (2179.380000 sec): 3 clusters
  Score: Raw -504158.590171 + Penalty 2765.870239 = -501392.719932
  nChanged 218
		SP:Iteration 6Q (2179.390000 sec): 3 clusters
  Score: Raw -504283.157728 + Penalty 2765.870239 = -501517.287489
  nChanged 216
		SP:Iteration 7Q (2179.400000 sec): 3 clusters
  Score: Raw -504405.254744 + Penalty 2765.870239 = -501639.384505
  nChanged 213
		SP:Iteration 8Q (2179.420000 sec): 3 clusters
  Score: Raw -504537.845162 + Penalty 2765.870239 = -501771.974923
  nChanged 202
		SP:Iteration 9Q (2179.430000 sec): 3 clusters
  Score: Raw -504652.056626 + Penalty 2765.870239 = -501886.186387
  nChanged 180
		SP:Iteration 10Q (2179.440000 sec): 3 clusters
  Score: Raw -504761.619778 + Penalty 2765.870239 = -501995.749539
  nChanged 163
		SP:Iteration 11Q (2179.450000 sec): 3 clusters
  Score: Raw -504858.765270 + Penalty 2765.870239 = -502092.895031
  nChanged 141
		SP:Iteration 12Q (2179.470000 sec): 3 clusters
  Score: Raw -504941.287520 + Penalty 2765.870239 = -502175.417281
  nChanged 116
		SP:Iteration 13Q (2179.480000 sec): 3 clusters
  Score: Raw -505000.996887 + Penalty 2765.870239 = -502235.126648
  nChanged 99
		SP:Iteration 14Q (2179.490000 sec): 3 clusters
  Score: Raw -505058.869160 + Penalty 2765.870239 = -502292.998921
  nChanged 88
		SP:Iteration 15Q (2179.510000 sec): 3 clusters
  Score: Raw -505106.842678 + Penalty 2765.870239 = -502340.972439
  nChanged 68
		SP:Iteration 16Q (2179.520000 sec): 3 clusters
  Score: Raw -505137.991122 + Penalty 2765.870239 = -502372.120883
  nChanged 41
		SP:Iteration 17Q (2179.530000 sec): 3 clusters
  Score: Raw -505155.389471 + Penalty 2765.870239 = -502389.519232
  nChanged 33
		SP:Iteration 18Q (2179.540000 sec): 3 clusters
  Score: Raw -505170.318619 + Penalty 2765.870239 = -502404.448380
  nChanged 22
		SP:Iteration 19Q (2179.560000 sec): 3 clusters
  Score: Raw -505179.734098 + Penalty 2765.870239 = -502413.863859
  nChanged 23
		SP:Iteration 20F (2179.570000 sec): 3 clusters
  Score: Raw -505190.072656 + Penalty 2765.870239 = -502424.202418
  nChanged 22
		SP:Iteration 21Q (2179.580000 sec): 3 clusters
  Score: Raw -505203.313504 + Penalty 2765.870239 = -502437.443265
  nChanged 25
		SP:Iteration 22Q (2179.590000 sec): 3 clusters
  Score: Raw -505219.526089 + Penalty 2765.870239 = -502453.655850
  nChanged 28
		SP:Iteration 23Q (2179.610000 sec): 3 clusters
  Score: Raw -505234.995067 + Penalty 2765.870239 = -502469.124828
  nChanged 17
		SP:Iteration 24Q (2179.620000 sec): 3 clusters
  Score: Raw -505245.151090 + Penalty 2765.870239 = -502479.280851
  nChanged 24
		SP:Iteration 25Q (2179.630000 sec): 3 clusters
  Score: Raw -505256.864102 + Penalty 2765.870239 = -502490.993863
  nChanged 22
		SP:Iteration 26Q (2179.640000 sec): 3 clusters
  Score: Raw -505267.937628 + Penalty 2765.870239 = -502502.067390
  nChanged 17
		SP:Iteration 27Q (2179.660000 sec): 3 clusters
  Score: Raw -505275.577409 + Penalty 2765.870239 = -502509.707170
  nChanged 13
		SP:Iteration 28Q (2179.670000 sec): 3 clusters
  Score: Raw -505282.571235 + Penalty 2765.870239 = -502516.700996
  nChanged 10
		SP:Iteration 29Q (2179.680000 sec): 3 clusters
  Score: Raw -505287.382956 + Penalty 2765.870239 = -502521.512717
  nChanged 11
		SP:Iteration 30Q (2179.690000 sec): 3 clusters
  Score: Raw -505291.100428 + Penalty 2765.870239 = -502525.230189
  nChanged 9
		SP:Iteration 31Q (2179.710000 sec): 3 clusters
  Score: Raw -505295.357321 + Penalty 2765.870239 = -502529.487082
  nChanged 7
		SP:Iteration 32Q (2179.720000 sec): 3 clusters
  Score: Raw -505298.316256 + Penalty 2765.870239 = -502532.446017
  nChanged 7
		SP:Iteration 33Q (2179.730000 sec): 3 clusters
  Score: Raw -505302.864917 + Penalty 2765.870239 = -502536.994678
  nChanged 10
		SP:Iteration 34Q (2179.740000 sec): 3 clusters
  Score: Raw -505310.224883 + Penalty 2765.870239 = -502544.354644
  nChanged 15
		SP:Iteration 35Q (2179.750000 sec): 3 clusters
  Score: Raw -505318.147079 + Penalty 2765.870239 = -502552.276840
  nChanged 9
		SP:Iteration 36Q (2179.770000 sec): 3 clusters
  Score: Raw -505321.847525 + Penalty 2765.870239 = -502555.977286
  nChanged 6
		SP:Iteration 37Q (2179.780000 sec): 3 clusters
  Score: Raw -505324.487373 + Penalty 2765.870239 = -502558.617134
  nChanged 5
		SP:Iteration 38Q (2179.790000 sec): 3 clusters
  Score: Raw -505327.190630 + Penalty 2765.870239 = -502561.320392
  nChanged 3
		SP:Iteration 39Q (2179.800000 sec): 3 clusters
  Score: Raw -505328.653214 + Penalty 2765.870239 = -502562.782975
  nChanged 6
		SP:Iteration 40F (2179.820000 sec): 3 clusters
  Score: Raw -505332.336564 + Penalty 2765.870239 = -502566.466325
  nChanged 4
		SP:Iteration 41Q (2179.830000 sec): 3 clusters
  Score: Raw -505333.883630 + Penalty 2765.870239 = -502568.013391
  nChanged 3
		SP:Iteration 42Q (2179.840000 sec): 3 clusters
  Score: Raw -505334.640731 + Penalty 2765.870239 = -502568.770492
  nChanged 1
		SP:Iteration 43Q (2179.850000 sec): 3 clusters
  Score: Raw -505334.856672 + Penalty 2765.870239 = -502568.986433
  nChanged 1
		SP:Iteration 44Q (2179.860000 sec): 3 clusters
  Score: Raw -505335.326243 + Penalty 2765.870239 = -502569.456004
  nChanged 2
		SP:Iteration 45Q (2179.880000 sec): 3 clusters
  Score: Raw -505335.877747 + Penalty 2765.870239 = -502570.007508
  nChanged 0
		SP:Iteration 46F (2179.890000 sec): 3 clusters
  Score: Raw -505335.877747 + Penalty 2765.870239 = -502570.007508
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 17 (3199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2179.910000 sec): 2 clusters
  Score: Raw -317166.658347 + Penalty 1311.471450 = -315855.186896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2179.910000 sec): 3 clusters
  Score: Raw -315618.757809 + Penalty 2622.942900 = -312995.814908
  nChanged 1253
		SP:Iteration 1F (2179.920000 sec): 3 clusters
  Score: Raw -316465.080697 + Penalty 2622.942900 = -313842.137797
  nChanged 278
		SP:Iteration 2F (2179.930000 sec): 3 clusters
  Score: Raw -316721.139393 + Penalty 2622.942900 = -314098.196493
  nChanged 218
		SP:Iteration 3F (2179.940000 sec): 3 clusters
  Score: Raw -316928.529376 + Penalty 2622.942900 = -314305.586475
  nChanged 183
		SP:Iteration 4F (2179.950000 sec): 3 clusters
  Score: Raw -317111.813359 + Penalty 2622.942900 = -314488.870459
  nChanged 160
		SP:Iteration 5F (2179.950000 sec): 3 clusters
  Score: Raw -317260.126701 + Penalty 2622.942900 = -314637.183801
  nChanged 128
		SP:Iteration 6Q (2179.960000 sec): 3 clusters
  Score: Raw -317398.242378 + Penalty 2622.942900 = -314775.299478
  nChanged 140
		SP:Iteration 7Q (2179.970000 sec): 3 clusters
  Score: Raw -317574.447331 + Penalty 2622.942900 = -314951.504431
  nChanged 148
		SP:Iteration 8Q (2179.980000 sec): 3 clusters
  Score: Raw -317774.001306 + Penalty 2622.942900 = -315151.058406
  nChanged 138
		SP:Iteration 9Q (2179.990000 sec): 3 clusters
  Score: Raw -317964.880433 + Penalty 2622.942900 = -315341.937533
  nChanged 113
		SP:Iteration 10Q (2179.990000 sec): 3 clusters
  Score: Raw -318078.525881 + Penalty 2622.942900 = -315455.582980
  nChanged 71
		SP:Iteration 11Q (2180.000000 sec): 3 clusters
  Score: Raw -318141.533158 + Penalty 2622.942900 = -315518.590257
  nChanged 58
		SP:Iteration 12Q (2180.010000 sec): 3 clusters
  Score: Raw -318189.591181 + Penalty 2622.942900 = -315566.648280
  nChanged 38
		SP:Iteration 13Q (2180.020000 sec): 3 clusters
  Score: Raw -318216.566588 + Penalty 2622.942900 = -315593.623687
  nChanged 22
		SP:Iteration 14Q (2180.030000 sec): 3 clusters
  Score: Raw -318228.133800 + Penalty 2622.942900 = -315605.190899
  nChanged 15
		SP:Iteration 15Q (2180.030000 sec): 3 clusters
  Score: Raw -318234.861139 + Penalty 2622.942900 = -315611.918238
  nChanged 6
		SP:Iteration 16Q (2180.040000 sec): 3 clusters
  Score: Raw -318237.116907 + Penalty 2622.942900 = -315614.174007
  nChanged 2
		SP:Iteration 17Q (2180.050000 sec): 3 clusters
  Score: Raw -318237.622217 + Penalty 2622.942900 = -315614.679316
  nChanged 0
		SP:Iteration 18F (2180.060000 sec): 3 clusters
  Score: Raw -318237.622217 + Penalty 2622.942900 = -315614.679316
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (3477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2180.070000 sec): 2 clusters
  Score: Raw -322543.425695 + Penalty 1325.012834 = -321218.412861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2180.080000 sec): 3 clusters
  Score: Raw -320865.368103 + Penalty 2650.025668 = -318215.342435
  nChanged 1336
		SP:Iteration 1F (2180.090000 sec): 3 clusters
  Score: Raw -321684.617199 + Penalty 2650.025668 = -319034.591531
  nChanged 283
		SP:Iteration 2F (2180.100000 sec): 3 clusters
  Score: Raw -321894.757074 + Penalty 2650.025668 = -319244.731406
  nChanged 211
		SP:Iteration 3F (2180.110000 sec): 3 clusters
  Score: Raw -322033.115520 + Penalty 2650.025668 = -319383.089852
  nChanged 148
		SP:Iteration 4Q (2180.120000 sec): 3 clusters
  Score: Raw -322129.354121 + Penalty 2650.025668 = -319479.328453
  nChanged 135
		SP:Iteration 5Q (2180.130000 sec): 3 clusters
  Score: Raw -322220.566618 + Penalty 2650.025668 = -319570.540950
  nChanged 124
		SP:Iteration 6Q (2180.130000 sec): 3 clusters
  Score: Raw -322295.815150 + Penalty 2650.025668 = -319645.789482
  nChanged 102
		SP:Iteration 7Q (2180.140000 sec): 3 clusters
  Score: Raw -322358.766771 + Penalty 2650.025668 = -319708.741103
  nChanged 89
		SP:Iteration 8Q (2180.150000 sec): 3 clusters
  Score: Raw -322415.951155 + Penalty 2650.025668 = -319765.925487
  nChanged 78
		SP:Iteration 9Q (2180.160000 sec): 3 clusters
  Score: Raw -322456.085472 + Penalty 2650.025668 = -319806.059804
  nChanged 63
		SP:Iteration 10Q (2180.170000 sec): 3 clusters
  Score: Raw -322489.628576 + Penalty 2650.025668 = -319839.602908
  nChanged 57
		SP:Iteration 11Q (2180.180000 sec): 3 clusters
  Score: Raw -322519.259223 + Penalty 2650.025668 = -319869.233555
  nChanged 49
		SP:Iteration 12Q (2180.190000 sec): 3 clusters
  Score: Raw -322549.418203 + Penalty 2650.025668 = -319899.392535
  nChanged 53
		SP:Iteration 13Q (2180.190000 sec): 3 clusters
  Score: Raw -322575.466363 + Penalty 2650.025668 = -319925.440695
  nChanged 43
		SP:Iteration 14Q (2180.200000 sec): 3 clusters
  Score: Raw -322594.373178 + Penalty 2650.025668 = -319944.347510
  nChanged 33
		SP:Iteration 15Q (2180.210000 sec): 3 clusters
  Score: Raw -322606.508326 + Penalty 2650.025668 = -319956.482658
  nChanged 23
		SP:Iteration 16Q (2180.220000 sec): 3 clusters
  Score: Raw -322615.987015 + Penalty 2650.025668 = -319965.961347
  nChanged 27
		SP:Iteration 17Q (2180.230000 sec): 3 clusters
  Score: Raw -322625.375244 + Penalty 2650.025668 = -319975.349576
  nChanged 11
		SP:Iteration 18Q (2180.240000 sec): 3 clusters
  Score: Raw -322629.339897 + Penalty 2650.025668 = -319979.314229
  nChanged 10
		SP:Iteration 19Q (2180.250000 sec): 3 clusters
  Score: Raw -322633.408828 + Penalty 2650.025668 = -319983.383160
  nChanged 11
		SP:Iteration 20F (2180.250000 sec): 3 clusters
  Score: Raw -322636.538283 + Penalty 2650.025668 = -319986.512615
  nChanged 8
		SP:Iteration 21Q (2180.270000 sec): 3 clusters
  Score: Raw -322638.068023 + Penalty 2650.025668 = -319988.042355
  nChanged 4
		SP:Iteration 22Q (2180.270000 sec): 3 clusters
  Score: Raw -322639.271829 + Penalty 2650.025668 = -319989.246162
  nChanged 4
		SP:Iteration 23Q (2180.280000 sec): 3 clusters
  Score: Raw -322640.361225 + Penalty 2650.025668 = -319990.335557
  nChanged 3
		SP:Iteration 24Q (2180.290000 sec): 3 clusters
  Score: Raw -322640.839742 + Penalty 2650.025668 = -319990.814074
  nChanged 0
		SP:Iteration 25F (2180.300000 sec): 3 clusters
  Score: Raw -322640.839742 + Penalty 2650.025668 = -319990.814074
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 19 (2046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2180.310000 sec): 2 clusters
  Score: Raw -195527.535618 + Penalty 1238.841816 = -194288.693802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2180.310000 sec): 3 clusters
  Score: Raw -194672.114104 + Penalty 2477.683633 = -192194.430471
  nChanged 738
		SP:Iteration 1F (2180.320000 sec): 3 clusters
  Score: Raw -195175.928968 + Penalty 2477.683633 = -192698.245335
  nChanged 153
		SP:Iteration 2F (2180.330000 sec): 3 clusters
  Score: Raw -195293.994931 + Penalty 2477.683633 = -192816.311298
  nChanged 96
		SP:Iteration 3Q (2180.330000 sec): 3 clusters
  Score: Raw -195373.370327 + Penalty 2477.683633 = -192895.686694
  nChanged 83
		SP:Iteration 4Q (2180.330000 sec): 3 clusters
  Score: Raw -195425.822219 + Penalty 2477.683633 = -192948.138586
  nChanged 50
		SP:Iteration 5Q (2180.340000 sec): 3 clusters
  Score: Raw -195457.496998 + Penalty 2477.683633 = -192979.813366
  nChanged 50
		SP:Iteration 6Q (2180.350000 sec): 3 clusters
  Score: Raw -195487.277000 + Penalty 2477.683633 = -193009.593368
  nChanged 35
		SP:Iteration 7Q (2180.350000 sec): 3 clusters
  Score: Raw -195503.867330 + Penalty 2477.683633 = -193026.183698
  nChanged 29
		SP:Iteration 8Q (2180.350000 sec): 3 clusters
  Score: Raw -195518.886883 + Penalty 2477.683633 = -193041.203251
  nChanged 38
		SP:Iteration 9Q (2180.360000 sec): 3 clusters
  Score: Raw -195542.034883 + Penalty 2477.683633 = -193064.351250
  nChanged 37
		SP:Iteration 10Q (2180.370000 sec): 3 clusters
  Score: Raw -195569.722233 + Penalty 2477.683633 = -193092.038600
  nChanged 31
		SP:Iteration 11Q (2180.370000 sec): 3 clusters
  Score: Raw -195586.321227 + Penalty 2477.683633 = -193108.637595
  nChanged 30
		SP:Iteration 12Q (2180.370000 sec): 3 clusters
  Score: Raw -195607.157028 + Penalty 2477.683633 = -193129.473396
  nChanged 31
		SP:Iteration 13Q (2180.380000 sec): 3 clusters
  Score: Raw -195624.891996 + Penalty 2477.683633 = -193147.208363
  nChanged 23
		SP:Iteration 14Q (2180.390000 sec): 3 clusters
  Score: Raw -195637.905012 + Penalty 2477.683633 = -193160.221380
  nChanged 20
		SP:Iteration 15Q (2180.390000 sec): 3 clusters
  Score: Raw -195651.379110 + Penalty 2477.683633 = -193173.695477
  nChanged 26
		SP:Iteration 16Q (2180.400000 sec): 3 clusters
  Score: Raw -195662.665132 + Penalty 2477.683633 = -193184.981500
  nChanged 21
		SP:Iteration 17Q (2180.400000 sec): 3 clusters
  Score: Raw -195673.059043 + Penalty 2477.683633 = -193195.375411
  nChanged 20
		SP:Iteration 18Q (2180.410000 sec): 3 clusters
  Score: Raw -195684.274381 + Penalty 2477.683633 = -193206.590748
  nChanged 17
		SP:Iteration 19Q (2180.410000 sec): 3 clusters
  Score: Raw -195692.977239 + Penalty 2477.683633 = -193215.293606
  nChanged 11
		SP:Iteration 20F (2180.420000 sec): 3 clusters
  Score: Raw -195697.584447 + Penalty 2477.683633 = -193219.900814
  nChanged 3
		SP:Iteration 21Q (2180.420000 sec): 3 clusters
  Score: Raw -195698.572623 + Penalty 2477.683633 = -193220.888990
  nChanged 6
		SP:Iteration 22Q (2180.430000 sec): 3 clusters
  Score: Raw -195700.461920 + Penalty 2477.683633 = -193222.778287
  nChanged 4
		SP:Iteration 23Q (2180.430000 sec): 3 clusters
  Score: Raw -195701.704693 + Penalty 2477.683633 = -193224.021061
  nChanged 5
		SP:Iteration 24Q (2180.440000 sec): 3 clusters
  Score: Raw -195702.970406 + Penalty 2477.683633 = -193225.286773
  nChanged 2
		SP:Iteration 25Q (2180.440000 sec): 3 clusters
  Score: Raw -195703.769885 + Penalty 2477.683633 = -193226.086253
  nChanged 4
		SP:Iteration 26Q (2180.450000 sec): 3 clusters
  Score: Raw -195706.061229 + Penalty 2477.683633 = -193228.377596
  nChanged 6
		SP:Iteration 27Q (2180.450000 sec): 3 clusters
  Score: Raw -195709.346077 + Penalty 2477.683633 = -193231.662444
  nChanged 3
		SP:Iteration 28Q (2180.460000 sec): 3 clusters
  Score: Raw -195711.621633 + Penalty 2477.683633 = -193233.938000
  nChanged 2
		SP:Iteration 29Q (2180.460000 sec): 3 clusters
  Score: Raw -195712.130492 + Penalty 2477.683633 = -193234.446859
  nChanged 5
		SP:Iteration 30Q (2180.470000 sec): 3 clusters
  Score: Raw -195715.131331 + Penalty 2477.683633 = -193237.447699
  nChanged 8
		SP:Iteration 31Q (2180.470000 sec): 3 clusters
  Score: Raw -195718.804444 + Penalty 2477.683633 = -193241.120812
  nChanged 6
		SP:Iteration 32Q (2180.480000 sec): 3 clusters
  Score: Raw -195721.340832 + Penalty 2477.683633 = -193243.657199
  nChanged 1
		SP:Iteration 33Q (2180.480000 sec): 3 clusters
  Score: Raw -195721.736116 + Penalty 2477.683633 = -193244.052484
  nChanged 2
		SP:Iteration 34Q (2180.490000 sec): 3 clusters
  Score: Raw -195722.351278 + Penalty 2477.683633 = -193244.667646
  nChanged 4
		SP:Iteration 35Q (2180.490000 sec): 3 clusters
  Score: Raw -195724.154196 + Penalty 2477.683633 = -193246.470563
  nChanged 5
		SP:Iteration 36Q (2180.500000 sec): 3 clusters
  Score: Raw -195726.395982 + Penalty 2477.683633 = -193248.712349
  nChanged 4
		SP:Iteration 37Q (2180.510000 sec): 3 clusters
  Score: Raw -195727.737935 + Penalty 2477.683633 = -193250.054303
  nChanged 0
		SP:Iteration 38F (2180.510000 sec): 3 clusters
  Score: Raw -195727.737935 + Penalty 2477.683633 = -193250.054303
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 20 (419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2180.520000 sec): 2 clusters
  Score: Raw -36811.162219 + Penalty 981.154024 = -35830.008195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2180.520000 sec): 3 clusters
  Score: Raw -36898.720948 + Penalty 1962.308049 = -34936.412899
  nChanged 110
		SP:Iteration 1F (2180.520000 sec): 3 clusters
  Score: Raw -37185.710089 + Penalty 1962.308049 = -35223.402040
  nChanged 43
		SP:Iteration 2F (2180.520000 sec): 3 clusters
  Score: Raw -37343.162508 + Penalty 1962.308049 = -35380.854459
  nChanged 22
		SP:Iteration 3F (2180.520000 sec): 3 clusters
  Score: Raw -37412.132253 + Penalty 1962.308049 = -35449.824204
  nChanged 12
		SP:Iteration 4Q (2180.520000 sec): 3 clusters
  Score: Raw -37458.791873 + Penalty 1962.308049 = -35496.483824
  nChanged 15
		SP:Iteration 5Q (2180.520000 sec): 3 clusters
  Score: Raw -37522.700733 + Penalty 1962.308049 = -35560.392684
  nChanged 11
		SP:Iteration 6Q (2180.530000 sec): 3 clusters
  Score: Raw -37583.205507 + Penalty 1962.308049 = -35620.897459
  nChanged 10
		SP:Iteration 7Q (2180.530000 sec): 3 clusters
  Score: Raw -37642.764125 + Penalty 1962.308049 = -35680.456076
  nChanged 9
		SP:Iteration 8Q (2180.530000 sec): 3 clusters
  Score: Raw -37717.821686 + Penalty 1962.308049 = -35755.513637
  nChanged 7
		SP:Iteration 9Q (2180.530000 sec): 3 clusters
  Score: Raw -37856.611112 + Penalty 1962.308049 = -35894.303063
  nChanged 3
		SP:Iteration 10Q (2180.530000 sec): 3 clusters
  Score: Raw -37871.935036 + Penalty 1962.308049 = -35909.626987
  nChanged 0
		SP:Iteration 11F (2180.530000 sec): 3 clusters
  Score: Raw -37871.935036 + Penalty 1962.308049 = -35909.626987
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 21 (25592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2180.630000 sec): 2 clusters
  Score: Raw -2662150.817983 + Penalty 1649.380701 = -2660501.437283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2180.710000 sec): 3 clusters
  Score: Raw -2646780.396352 + Penalty 3298.761402 = -2643481.634951
  nChanged 11601
		SP:Iteration 1F (2180.780000 sec): 3 clusters
  Score: Raw -2653232.139251 + Penalty 3298.761402 = -2649933.377849
  nChanged 1429
		SP:Iteration 2F (2180.850000 sec): 3 clusters
  Score: Raw -2653968.593954 + Penalty 3298.761402 = -2650669.832552
  nChanged 1615
		SP:Iteration 3F (2180.910000 sec): 3 clusters
  Score: Raw -2655047.826680 + Penalty 3298.761402 = -2651749.065278
  nChanged 1967
		SP:Iteration 4F (2180.990000 sec): 3 clusters
  Score: Raw -2656662.597123 + Penalty 3298.761402 = -2653363.835721
  nChanged 2284
		SP:Iteration 5F (2181.050000 sec): 3 clusters
  Score: Raw -2658547.381476 + Penalty 3298.761402 = -2655248.620074
  nChanged 2017
		SP:Iteration 6F (2181.120000 sec): 3 clusters
  Score: Raw -2659954.569218 + Penalty 3298.761402 = -2656655.807817
  nChanged 1461
		SP:Iteration 7F (2181.190000 sec): 3 clusters
  Score: Raw -2660788.912749 + Penalty 3298.761402 = -2657490.151348
  nChanged 975
		SP:Iteration 8Q (2181.260000 sec): 3 clusters
  Score: Raw -2661183.392874 + Penalty 3298.761402 = -2657884.631472
  nChanged 629
		SP:Iteration 9Q (2181.330000 sec): 3 clusters
  Score: Raw -2661365.920252 + Penalty 3298.761402 = -2658067.158851
  nChanged 426
		SP:Iteration 10Q (2181.400000 sec): 3 clusters
  Score: Raw -2661463.644360 + Penalty 3298.761402 = -2658164.882959
  nChanged 301
		SP:Iteration 11Q (2181.470000 sec): 3 clusters
  Score: Raw -2661522.690774 + Penalty 3298.761402 = -2658223.929372
  nChanged 237
		SP:Iteration 12Q (2181.540000 sec): 3 clusters
  Score: Raw -2661563.189098 + Penalty 3298.761402 = -2658264.427697
  nChanged 205
		SP:Iteration 13Q (2181.610000 sec): 3 clusters
  Score: Raw -2661600.081193 + Penalty 3298.761402 = -2658301.319792
  nChanged 201
		SP:Iteration 14Q (2181.690000 sec): 3 clusters
  Score: Raw -2661633.369800 + Penalty 3298.761402 = -2658334.608398
  nChanged 174
		SP:Iteration 15Q (2181.750000 sec): 3 clusters
  Score: Raw -2661661.515183 + Penalty 3298.761402 = -2658362.753781
  nChanged 163
		SP:Iteration 16Q (2181.820000 sec): 3 clusters
  Score: Raw -2661686.275502 + Penalty 3298.761402 = -2658387.514101
  nChanged 157
		SP:Iteration 17Q (2181.900000 sec): 3 clusters
  Score: Raw -2661709.864767 + Penalty 3298.761402 = -2658411.103365
  nChanged 153
		SP:Iteration 18Q (2181.970000 sec): 3 clusters
  Score: Raw -2661732.249539 + Penalty 3298.761402 = -2658433.488137
  nChanged 144
		SP:Iteration 19Q (2182.040000 sec): 3 clusters
  Score: Raw -2661753.324131 + Penalty 3298.761402 = -2658454.562729
  nChanged 146
		SP:Iteration 20F (2182.110000 sec): 3 clusters
  Score: Raw -2661772.865836 + Penalty 3298.761402 = -2658474.104435
  nChanged 123
		SP:Iteration 21Q (2182.180000 sec): 3 clusters
  Score: Raw -2661789.504926 + Penalty 3298.761402 = -2658490.743525
  nChanged 107
		SP:Iteration 22Q (2182.250000 sec): 3 clusters
  Score: Raw -2661801.812981 + Penalty 3298.761402 = -2658503.051579
  nChanged 79
		SP:Iteration 23Q (2182.320000 sec): 3 clusters
  Score: Raw -2661810.773430 + Penalty 3298.761402 = -2658512.012028
  nChanged 70
		SP:Iteration 24Q (2182.390000 sec): 3 clusters
  Score: Raw -2661818.820147 + Penalty 3298.761402 = -2658520.058746
  nChanged 84
		SP:Iteration 25Q (2182.460000 sec): 3 clusters
  Score: Raw -2661829.416002 + Penalty 3298.761402 = -2658530.654600
  nChanged 96
		SP:Iteration 26Q (2182.540000 sec): 3 clusters
  Score: Raw -2661841.990229 + Penalty 3298.761402 = -2658543.228827
  nChanged 82
		SP:Iteration 27Q (2182.610000 sec): 3 clusters
  Score: Raw -2661852.639373 + Penalty 3298.761402 = -2658553.877972
  nChanged 82
		SP:Iteration 28Q (2182.680000 sec): 3 clusters
  Score: Raw -2661861.928413 + Penalty 3298.761402 = -2658563.167012
  nChanged 69
		SP:Iteration 29Q (2182.760000 sec): 3 clusters
  Score: Raw -2661869.987799 + Penalty 3298.761402 = -2658571.226397
  nChanged 67
		SP:Iteration 30Q (2182.830000 sec): 3 clusters
  Score: Raw -2661877.891210 + Penalty 3298.761402 = -2658579.129808
  nChanged 69
		SP:Iteration 31Q (2182.900000 sec): 3 clusters
  Score: Raw -2661886.256517 + Penalty 3298.761402 = -2658587.495116
  nChanged 72
		SP:Iteration 32Q (2182.970000 sec): 3 clusters
  Score: Raw -2661894.553009 + Penalty 3298.761402 = -2658595.791608
  nChanged 74
		SP:Iteration 33Q (2183.040000 sec): 3 clusters
  Score: Raw -2661905.126263 + Penalty 3298.761402 = -2658606.364862
  nChanged 91
		SP:Iteration 34Q (2183.110000 sec): 3 clusters
  Score: Raw -2661920.160348 + Penalty 3298.761402 = -2658621.398947
  nChanged 93
		SP:Iteration 35Q (2183.180000 sec): 3 clusters
  Score: Raw -2661935.866334 + Penalty 3298.761402 = -2658637.104933
  nChanged 102
		SP:Iteration 36Q (2183.250000 sec): 3 clusters
  Score: Raw -2661953.984708 + Penalty 3298.761402 = -2658655.223306
  nChanged 108
		SP:Iteration 37Q (2183.320000 sec): 3 clusters
  Score: Raw -2661973.562544 + Penalty 3298.761402 = -2658674.801142
  nChanged 92
		SP:Iteration 38Q (2183.390000 sec): 3 clusters
  Score: Raw -2661989.616163 + Penalty 3298.761402 = -2658690.854761
  nChanged 81
		SP:Iteration 39Q (2183.460000 sec): 3 clusters
  Score: Raw -2662005.292218 + Penalty 3298.761402 = -2658706.530816
  nChanged 78
		SP:Iteration 40F (2183.530000 sec): 3 clusters
  Score: Raw -2662019.977632 + Penalty 3298.761402 = -2658721.216230
  nChanged 80
		SP:Iteration 41Q (2183.600000 sec): 3 clusters
  Score: Raw -2662035.349343 + Penalty 3298.761402 = -2658736.587942
  nChanged 83
		SP:Iteration 42Q (2183.680000 sec): 3 clusters
  Score: Raw -2662050.076804 + Penalty 3298.761402 = -2658751.315402
  nChanged 74
		SP:Iteration 43Q (2183.740000 sec): 3 clusters
  Score: Raw -2662062.217727 + Penalty 3298.761402 = -2658763.456325
  nChanged 67
		SP:Iteration 44Q (2183.820000 sec): 3 clusters
  Score: Raw -2662074.279572 + Penalty 3298.761402 = -2658775.518170
  nChanged 56
		SP:Iteration 45Q (2183.880000 sec): 3 clusters
  Score: Raw -2662084.595116 + Penalty 3298.761402 = -2658785.833715
  nChanged 63
		SP:Iteration 46Q (2183.960000 sec): 3 clusters
  Score: Raw -2662096.481075 + Penalty 3298.761402 = -2658797.719674
  nChanged 66
		SP:Iteration 47Q (2184.020000 sec): 3 clusters
  Score: Raw -2662109.265844 + Penalty 3298.761402 = -2658810.504442
  nChanged 67
		SP:Iteration 48Q (2184.100000 sec): 3 clusters
  Score: Raw -2662124.071784 + Penalty 3298.761402 = -2658825.310382
  nChanged 70
		SP:Iteration 49Q (2184.170000 sec): 3 clusters
  Score: Raw -2662139.940519 + Penalty 3298.761402 = -2658841.179117
  nChanged 86
		SP:Iteration 50Q (2184.240000 sec): 3 clusters
  Score: Raw -2662163.432530 + Penalty 3298.761402 = -2658864.671128
  nChanged 75
		SP:Iteration 51Q (2184.300000 sec): 3 clusters
  Score: Raw -2662184.846217 + Penalty 3298.761402 = -2658886.084816
  nChanged 82
		SP:Iteration 52Q (2184.370000 sec): 3 clusters
  Score: Raw -2662210.377735 + Penalty 3298.761402 = -2658911.616334
  nChanged 85
		SP:Iteration 53Q (2184.440000 sec): 3 clusters
  Score: Raw -2662241.773112 + Penalty 3298.761402 = -2658943.011710
  nChanged 80
		SP:Iteration 54Q (2184.510000 sec): 3 clusters
  Score: Raw -2662278.322433 + Penalty 3298.761402 = -2658979.561032
  nChanged 85
		SP:Iteration 55Q (2184.580000 sec): 3 clusters
  Score: Raw -2662320.297296 + Penalty 3298.761402 = -2659021.535895
  nChanged 102
		SP:Iteration 56Q (2184.650000 sec): 3 clusters
  Score: Raw -2662373.065974 + Penalty 3298.761402 = -2659074.304572
  nChanged 101
		SP:Iteration 57Q (2184.730000 sec): 3 clusters
  Score: Raw -2662428.523796 + Penalty 3298.761402 = -2659129.762395
  nChanged 111
		SP:Iteration 58Q (2184.790000 sec): 3 clusters
  Score: Raw -2662487.582456 + Penalty 3298.761402 = -2659188.821054
  nChanged 114
		SP:Iteration 59Q (2184.860000 sec): 3 clusters
  Score: Raw -2662541.885206 + Penalty 3298.761402 = -2659243.123804
  nChanged 106
		SP:Iteration 60F (2184.930000 sec): 3 clusters
  Score: Raw -2662587.032542 + Penalty 3298.761402 = -2659288.271141
  nChanged 97
		SP:Iteration 61Q (2184.990000 sec): 3 clusters
  Score: Raw -2662615.155604 + Penalty 3298.761402 = -2659316.394203
  nChanged 80
		SP:Iteration 62Q (2185.050000 sec): 3 clusters
  Score: Raw -2662637.554391 + Penalty 3298.761402 = -2659338.792989
  nChanged 49
		SP:Iteration 63Q (2185.100000 sec): 3 clusters
  Score: Raw -2662650.036035 + Penalty 3298.761402 = -2659351.274634
  nChanged 51
		SP:Iteration 64Q (2185.160000 sec): 3 clusters
  Score: Raw -2662663.809533 + Penalty 3298.761402 = -2659365.048131
  nChanged 42
		SP:Iteration 65Q (2185.220000 sec): 3 clusters
  Score: Raw -2662674.881175 + Penalty 3298.761402 = -2659376.119774
  nChanged 40
		SP:Iteration 66Q (2185.280000 sec): 3 clusters
  Score: Raw -2662685.196460 + Penalty 3298.761402 = -2659386.435058
  nChanged 36
		SP:Iteration 67Q (2185.340000 sec): 3 clusters
  Score: Raw -2662693.039319 + Penalty 3298.761402 = -2659394.277918
  nChanged 24
		SP:Iteration 68Q (2185.390000 sec): 3 clusters
  Score: Raw -2662697.740014 + Penalty 3298.761402 = -2659398.978612
  nChanged 22
		SP:Iteration 69Q (2185.450000 sec): 3 clusters
  Score: Raw -2662702.820968 + Penalty 3298.761402 = -2659404.059566
  nChanged 24
		SP:Iteration 70Q (2185.510000 sec): 3 clusters
  Score: Raw -2662708.728801 + Penalty 3298.761402 = -2659409.967400
  nChanged 19
		SP:Iteration 71Q (2185.560000 sec): 3 clusters
  Score: Raw -2662712.762727 + Penalty 3298.761402 = -2659414.001325
  nChanged 20
		SP:Iteration 72Q (2185.620000 sec): 3 clusters
  Score: Raw -2662717.293391 + Penalty 3298.761402 = -2659418.531989
  nChanged 16
		SP:Iteration 73Q (2185.680000 sec): 3 clusters
  Score: Raw -2662719.810237 + Penalty 3298.761402 = -2659421.048835
  nChanged 14
		SP:Iteration 74Q (2185.730000 sec): 3 clusters
  Score: Raw -2662721.955655 + Penalty 3298.761402 = -2659423.194253
  nChanged 7
		SP:Iteration 75Q (2185.790000 sec): 3 clusters
  Score: Raw -2662723.486542 + Penalty 3298.761402 = -2659424.725141
  nChanged 9
		SP:Iteration 76Q (2185.850000 sec): 3 clusters
  Score: Raw -2662725.112392 + Penalty 3298.761402 = -2659426.350990
  nChanged 8
		SP:Iteration 77Q (2185.900000 sec): 3 clusters
  Score: Raw -2662726.622230 + Penalty 3298.761402 = -2659427.860829
  nChanged 9
		SP:Iteration 78Q (2185.950000 sec): 3 clusters
  Score: Raw -2662728.467522 + Penalty 3298.761402 = -2659429.706121
  nChanged 8
		SP:Iteration 79Q (2186.010000 sec): 3 clusters
  Score: Raw -2662729.708709 + Penalty 3298.761402 = -2659430.947307
  nChanged 2
		SP:Iteration 80F (2186.080000 sec): 3 clusters
  Score: Raw -2662730.255128 + Penalty 3298.761402 = -2659431.493726
  nChanged 4
		SP:Iteration 81Q (2186.130000 sec): 3 clusters
  Score: Raw -2662731.098285 + Penalty 3298.761402 = -2659432.336884
  nChanged 7
		SP:Iteration 82Q (2186.190000 sec): 3 clusters
  Score: Raw -2662732.196464 + Penalty 3298.761402 = -2659433.435062
  nChanged 7
		SP:Iteration 83Q (2186.250000 sec): 3 clusters
  Score: Raw -2662733.325123 + Penalty 3298.761402 = -2659434.563722
  nChanged 7
		SP:Iteration 84Q (2186.300000 sec): 3 clusters
  Score: Raw -2662734.882053 + Penalty 3298.761402 = -2659436.120652
  nChanged 5
		SP:Iteration 85Q (2186.350000 sec): 3 clusters
  Score: Raw -2662735.544140 + Penalty 3298.761402 = -2659436.782738
  nChanged 4
		SP:Iteration 86Q (2186.410000 sec): 3 clusters
  Score: Raw -2662736.089504 + Penalty 3298.761402 = -2659437.328102
  nChanged 3
		SP:Iteration 87Q (2186.470000 sec): 3 clusters
  Score: Raw -2662736.620246 + Penalty 3298.761402 = -2659437.858844
  nChanged 0
		SP:Iteration 88F (2186.540000 sec): 3 clusters
  Score: Raw -2662736.620246 + Penalty 3298.761402 = -2659437.858844
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (111750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2186.910000 sec): 2 clusters
  Score: Raw -11240836.906077 + Penalty 1888.903171 = -11238948.002907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2187.230000 sec): 3 clusters
  Score: Raw -11168028.660342 + Penalty 3777.806342 = -11164250.854001
  nChanged 53389
		SP:Iteration 1F (2187.540000 sec): 3 clusters
  Score: Raw -11199577.269776 + Penalty 3777.806342 = -11195799.463434
  nChanged 4158
		SP:Iteration 2Q (2187.860000 sec): 3 clusters
  Score: Raw -11200770.029409 + Penalty 3777.806342 = -11196992.223067
  nChanged 4559
		SP:Iteration 3Q (2188.180000 sec): 3 clusters
  Score: Raw -11202322.222423 + Penalty 3777.806342 = -11198544.416082
  nChanged 5126
		SP:Iteration 4Q (2188.500000 sec): 3 clusters
  Score: Raw -11204444.733467 + Penalty 3777.806342 = -11200666.927126
  nChanged 5704
		SP:Iteration 5F (2188.810000 sec): 3 clusters
  Score: Raw -11207312.367126 + Penalty 3777.806342 = -11203534.560784
  nChanged 6376
		SP:Iteration 6F (2189.120000 sec): 3 clusters
  Score: Raw -11211210.684501 + Penalty 3777.806342 = -11207432.878159
  nChanged 6709
		SP:Iteration 7F (2189.430000 sec): 3 clusters
  Score: Raw -11215920.454477 + Penalty 3777.806342 = -11212142.648136
  nChanged 6351
		SP:Iteration 8F (2189.740000 sec): 3 clusters
  Score: Raw -11220622.202592 + Penalty 3777.806342 = -11216844.396251
  nChanged 5412
		SP:Iteration 9Q (2190.050000 sec): 3 clusters
  Score: Raw -11224134.520025 + Penalty 3777.806342 = -11220356.713684
  nChanged 4051
		SP:Iteration 10Q (2190.390000 sec): 3 clusters
  Score: Raw -11226060.768616 + Penalty 3777.806342 = -11222282.962275
  nChanged 2728
		SP:Iteration 11Q (2190.700000 sec): 3 clusters
  Score: Raw -11227136.125568 + Penalty 3777.806342 = -11223358.319226
  nChanged 2219
		SP:Iteration 12Q (2191.000000 sec): 3 clusters
  Score: Raw -11227969.373726 + Penalty 3777.806342 = -11224191.567385
  nChanged 2079
		SP:Iteration 13Q (2191.290000 sec): 3 clusters
  Score: Raw -11228768.566043 + Penalty 3777.806342 = -11224990.759701
  nChanged 2077
		SP:Iteration 14Q (2191.580000 sec): 3 clusters
  Score: Raw -11229567.748758 + Penalty 3777.806342 = -11225789.942416
  nChanged 2027
		SP:Iteration 15Q (2191.870000 sec): 3 clusters
  Score: Raw -11230350.622395 + Penalty 3777.806342 = -11226572.816053
  nChanged 1960
		SP:Iteration 16Q (2192.150000 sec): 3 clusters
  Score: Raw -11231126.110574 + Penalty 3777.806342 = -11227348.304232
  nChanged 1925
		SP:Iteration 17Q (2192.430000 sec): 3 clusters
  Score: Raw -11231931.458858 + Penalty 3777.806342 = -11228153.652516
  nChanged 1878
		SP:Iteration 18Q (2192.710000 sec): 3 clusters
  Score: Raw -11232742.360792 + Penalty 3777.806342 = -11228964.554450
  nChanged 1844
		SP:Iteration 19Q (2192.980000 sec): 3 clusters
  Score: Raw -11233591.565809 + Penalty 3777.806342 = -11229813.759468
  nChanged 1766
		SP:Iteration 20F (2193.290000 sec): 3 clusters
  Score: Raw -11234444.639134 + Penalty 3777.806342 = -11230666.832793
  nChanged 1712
		SP:Iteration 21Q (2193.550000 sec): 3 clusters
  Score: Raw -11235302.126593 + Penalty 3777.806342 = -11231524.320251
  nChanged 1627
		SP:Iteration 22Q (2193.810000 sec): 3 clusters
  Score: Raw -11236151.146633 + Penalty 3777.806342 = -11232373.340291
  nChanged 1461
		SP:Iteration 23Q (2194.060000 sec): 3 clusters
  Score: Raw -11236926.437380 + Penalty 3777.806342 = -11233148.631039
  nChanged 1307
		SP:Iteration 24Q (2194.310000 sec): 3 clusters
  Score: Raw -11237648.986452 + Penalty 3777.806342 = -11233871.180111
  nChanged 1146
		SP:Iteration 25Q (2194.550000 sec): 3 clusters
  Score: Raw -11238306.477695 + Penalty 3777.806342 = -11234528.671354
  nChanged 985
		SP:Iteration 26Q (2194.790000 sec): 3 clusters
  Score: Raw -11238876.035240 + Penalty 3777.806342 = -11235098.228898
  nChanged 830
		SP:Iteration 27Q (2195.030000 sec): 3 clusters
  Score: Raw -11239366.933628 + Penalty 3777.806342 = -11235589.127287
  nChanged 681
		SP:Iteration 28Q (2195.250000 sec): 3 clusters
  Score: Raw -11239755.797231 + Penalty 3777.806342 = -11235977.990889
  nChanged 530
		SP:Iteration 29Q (2195.490000 sec): 3 clusters
  Score: Raw -11240056.262488 + Penalty 3777.806342 = -11236278.456146
  nChanged 420
		SP:Iteration 30Q (2195.710000 sec): 3 clusters
  Score: Raw -11240281.390757 + Penalty 3777.806342 = -11236503.584416
  nChanged 332
		SP:Iteration 31Q (2195.940000 sec): 3 clusters
  Score: Raw -11240454.634723 + Penalty 3777.806342 = -11236676.828381
  nChanged 252
		SP:Iteration 32Q (2196.160000 sec): 3 clusters
  Score: Raw -11240585.415236 + Penalty 3777.806342 = -11236807.608894
  nChanged 203
		SP:Iteration 33Q (2196.380000 sec): 3 clusters
  Score: Raw -11240700.583952 + Penalty 3777.806342 = -11236922.777610
  nChanged 168
		SP:Iteration 34Q (2196.610000 sec): 3 clusters
  Score: Raw -11240793.951376 + Penalty 3777.806342 = -11237016.145035
  nChanged 134
		SP:Iteration 35Q (2196.840000 sec): 3 clusters
  Score: Raw -11240866.536130 + Penalty 3777.806342 = -11237088.729788
  nChanged 89
		SP:Iteration 36Q (2197.060000 sec): 3 clusters
  Score: Raw -11240921.717152 + Penalty 3777.806342 = -11237143.910811
  nChanged 83
		SP:Iteration 37Q (2197.270000 sec): 3 clusters
  Score: Raw -11240967.660109 + Penalty 3777.806342 = -11237189.853768
  nChanged 61
		SP:Iteration 38Q (2197.490000 sec): 3 clusters
  Score: Raw -11241011.770645 + Penalty 3777.806342 = -11237233.964304
  nChanged 56
		SP:Iteration 39Q (2197.710000 sec): 3 clusters
  Score: Raw -11241050.608994 + Penalty 3777.806342 = -11237272.802653
  nChanged 42
		SP:Iteration 40F (2198.030000 sec): 3 clusters
  Score: Raw -11241075.351371 + Penalty 3777.806342 = -11237297.545029
  nChanged 35
		SP:Iteration 41Q (2198.240000 sec): 3 clusters
  Score: Raw -11241093.044178 + Penalty 3777.806342 = -11237315.237836
  nChanged 30
		SP:Iteration 42Q (2198.470000 sec): 3 clusters
  Score: Raw -11241107.958677 + Penalty 3777.806342 = -11237330.152335
  nChanged 22
		SP:Iteration 43Q (2198.690000 sec): 3 clusters
  Score: Raw -11241118.105614 + Penalty 3777.806342 = -11237340.299272
  nChanged 15
		SP:Iteration 44Q (2198.900000 sec): 3 clusters
  Score: Raw -11241128.074612 + Penalty 3777.806342 = -11237350.268271
  nChanged 10
		SP:Iteration 45Q (2199.130000 sec): 3 clusters
  Score: Raw -11241133.964718 + Penalty 3777.806342 = -11237356.158376
  nChanged 4
		SP:Iteration 46Q (2199.350000 sec): 3 clusters
  Score: Raw -11241137.721100 + Penalty 3777.806342 = -11237359.914758
  nChanged 4
		SP:Iteration 47Q (2199.570000 sec): 3 clusters
  Score: Raw -11241139.841988 + Penalty 3777.806342 = -11237362.035646
  nChanged 5
		SP:Iteration 48Q (2199.780000 sec): 3 clusters
  Score: Raw -11241142.778389 + Penalty 3777.806342 = -11237364.972048
  nChanged 8
		SP:Iteration 49Q (2200.010000 sec): 3 clusters
  Score: Raw -11241146.027790 + Penalty 3777.806342 = -11237368.221448
  nChanged 2
		SP:Iteration 50Q (2200.230000 sec): 3 clusters
  Score: Raw -11241147.357747 + Penalty 3777.806342 = -11237369.551405
  nChanged 0
		SP:Iteration 51F (2200.530000 sec): 3 clusters
  Score: Raw -11241147.357747 + Penalty 3777.806342 = -11237369.551405
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (11740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2200.630000 sec): 2 clusters
  Score: Raw -1210095.425269 + Penalty 1522.748028 = -1208572.677241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2200.660000 sec): 3 clusters
  Score: Raw -1203215.716906 + Penalty 3045.496055 = -1200170.220851
  nChanged 5157
		SP:Iteration 1F (2200.690000 sec): 3 clusters
  Score: Raw -1205915.105052 + Penalty 3045.496055 = -1202869.608997
  nChanged 660
		SP:Iteration 2F (2200.720000 sec): 3 clusters
  Score: Raw -1206154.931877 + Penalty 3045.496055 = -1203109.435822
  nChanged 545
		SP:Iteration 3Q (2200.750000 sec): 3 clusters
  Score: Raw -1206350.504817 + Penalty 3045.496055 = -1203305.008762
  nChanged 454
		SP:Iteration 4Q (2200.780000 sec): 3 clusters
  Score: Raw -1206496.589500 + Penalty 3045.496055 = -1203451.093445
  nChanged 378
		SP:Iteration 5Q (2200.810000 sec): 3 clusters
  Score: Raw -1206614.804388 + Penalty 3045.496055 = -1203569.308333
  nChanged 358
		SP:Iteration 6Q (2200.850000 sec): 3 clusters
  Score: Raw -1206742.676787 + Penalty 3045.496055 = -1203697.180732
  nChanged 400
		SP:Iteration 7Q (2200.880000 sec): 3 clusters
  Score: Raw -1206875.661828 + Penalty 3045.496055 = -1203830.165773
  nChanged 346
		SP:Iteration 8Q (2200.910000 sec): 3 clusters
  Score: Raw -1206999.911620 + Penalty 3045.496055 = -1203954.415565
  nChanged 367
		SP:Iteration 9Q (2200.940000 sec): 3 clusters
  Score: Raw -1207121.432865 + Penalty 3045.496055 = -1204075.936810
  nChanged 345
		SP:Iteration 10Q (2200.970000 sec): 3 clusters
  Score: Raw -1207258.726950 + Penalty 3045.496055 = -1204213.230895
  nChanged 423
		SP:Iteration 11Q (2201.000000 sec): 3 clusters
  Score: Raw -1207437.128207 + Penalty 3045.496055 = -1204391.632152
  nChanged 397
		SP:Iteration 12Q (2201.030000 sec): 3 clusters
  Score: Raw -1207619.992487 + Penalty 3045.496055 = -1204574.496432
  nChanged 433
		SP:Iteration 13Q (2201.070000 sec): 3 clusters
  Score: Raw -1207846.704952 + Penalty 3045.496055 = -1204801.208897
  nChanged 441
		SP:Iteration 14Q (2201.090000 sec): 3 clusters
  Score: Raw -1208108.777140 + Penalty 3045.496055 = -1205063.281084
  nChanged 442
		SP:Iteration 15Q (2201.130000 sec): 3 clusters
  Score: Raw -1208364.179608 + Penalty 3045.496055 = -1205318.683553
  nChanged 416
		SP:Iteration 16Q (2201.150000 sec): 3 clusters
  Score: Raw -1208605.843281 + Penalty 3045.496055 = -1205560.347225
  nChanged 403
		SP:Iteration 17Q (2201.190000 sec): 3 clusters
  Score: Raw -1208863.560859 + Penalty 3045.496055 = -1205818.064803
  nChanged 365
		SP:Iteration 18Q (2201.210000 sec): 3 clusters
  Score: Raw -1209093.323643 + Penalty 3045.496055 = -1206047.827587
  nChanged 326
		SP:Iteration 19Q (2201.240000 sec): 3 clusters
  Score: Raw -1209294.050008 + Penalty 3045.496055 = -1206248.553953
  nChanged 264
		SP:Iteration 20F (2201.270000 sec): 3 clusters
  Score: Raw -1209459.768575 + Penalty 3045.496055 = -1206414.272520
  nChanged 237
		SP:Iteration 21Q (2201.300000 sec): 3 clusters
  Score: Raw -1209613.323662 + Penalty 3045.496055 = -1206567.827607
  nChanged 169
		SP:Iteration 22Q (2201.330000 sec): 3 clusters
  Score: Raw -1209715.381269 + Penalty 3045.496055 = -1206669.885214
  nChanged 156
		SP:Iteration 23Q (2201.350000 sec): 3 clusters
  Score: Raw -1209809.722181 + Penalty 3045.496055 = -1206764.226126
  nChanged 137
		SP:Iteration 24Q (2201.380000 sec): 3 clusters
  Score: Raw -1209893.088778 + Penalty 3045.496055 = -1206847.592722
  nChanged 123
		SP:Iteration 25Q (2201.400000 sec): 3 clusters
  Score: Raw -1209977.889072 + Penalty 3045.496055 = -1206932.393016
  nChanged 104
		SP:Iteration 26Q (2201.430000 sec): 3 clusters
  Score: Raw -1210050.159118 + Penalty 3045.496055 = -1207004.663063
  nChanged 82
		SP:Iteration 27Q (2201.450000 sec): 3 clusters
  Score: Raw -1210105.838447 + Penalty 3045.496055 = -1207060.342392
  nChanged 67
		SP:Iteration 28Q (2201.470000 sec): 3 clusters
  Score: Raw -1210146.600747 + Penalty 3045.496055 = -1207101.104691
  nChanged 43
		SP:Iteration 29Q (2201.500000 sec): 3 clusters
  Score: Raw -1210174.606476 + Penalty 3045.496055 = -1207129.110421
  nChanged 37
		SP:Iteration 30Q (2201.520000 sec): 3 clusters
  Score: Raw -1210194.784763 + Penalty 3045.496055 = -1207149.288707
  nChanged 32
		SP:Iteration 31Q (2201.550000 sec): 3 clusters
  Score: Raw -1210210.064799 + Penalty 3045.496055 = -1207164.568744
  nChanged 24
		SP:Iteration 32Q (2201.570000 sec): 3 clusters
  Score: Raw -1210221.953089 + Penalty 3045.496055 = -1207176.457033
  nChanged 21
		SP:Iteration 33Q (2201.600000 sec): 3 clusters
  Score: Raw -1210235.962887 + Penalty 3045.496055 = -1207190.466832
  nChanged 24
		SP:Iteration 34Q (2201.620000 sec): 3 clusters
  Score: Raw -1210251.984279 + Penalty 3045.496055 = -1207206.488224
  nChanged 22
		SP:Iteration 35Q (2201.650000 sec): 3 clusters
  Score: Raw -1210266.190837 + Penalty 3045.496055 = -1207220.694782
  nChanged 12
		SP:Iteration 36Q (2201.670000 sec): 3 clusters
  Score: Raw -1210274.144736 + Penalty 3045.496055 = -1207228.648681
  nChanged 11
		SP:Iteration 37Q (2201.690000 sec): 3 clusters
  Score: Raw -1210280.335341 + Penalty 3045.496055 = -1207234.839286
  nChanged 10
		SP:Iteration 38Q (2201.710000 sec): 3 clusters
  Score: Raw -1210287.234427 + Penalty 3045.496055 = -1207241.738371
  nChanged 7
		SP:Iteration 39Q (2201.740000 sec): 3 clusters
  Score: Raw -1210290.963461 + Penalty 3045.496055 = -1207245.467405
  nChanged 6
		SP:Iteration 40F (2201.770000 sec): 3 clusters
  Score: Raw -1210294.136583 + Penalty 3045.496055 = -1207248.640527
  nChanged 3
		SP:Iteration 41Q (2201.790000 sec): 3 clusters
  Score: Raw -1210295.233610 + Penalty 3045.496055 = -1207249.737555
  nChanged 1
		SP:Iteration 42Q (2201.810000 sec): 3 clusters
  Score: Raw -1210295.833220 + Penalty 3045.496055 = -1207250.337164
  nChanged 3
		SP:Iteration 43Q (2201.830000 sec): 3 clusters
  Score: Raw -1210297.370407 + Penalty 3045.496055 = -1207251.874352
  nChanged 5
		SP:Iteration 44Q (2201.860000 sec): 3 clusters
  Score: Raw -1210300.776343 + Penalty 3045.496055 = -1207255.280288
  nChanged 4
		SP:Iteration 45Q (2201.880000 sec): 3 clusters
  Score: Raw -1210304.482145 + Penalty 3045.496055 = -1207258.986090
  nChanged 8
		SP:Iteration 46Q (2201.900000 sec): 3 clusters
  Score: Raw -1210308.653640 + Penalty 3045.496055 = -1207263.157585
  nChanged 5
		SP:Iteration 47Q (2201.930000 sec): 3 clusters
  Score: Raw -1210312.034358 + Penalty 3045.496055 = -1207266.538302
  nChanged 2
		SP:Iteration 48Q (2201.950000 sec): 3 clusters
  Score: Raw -1210313.791451 + Penalty 3045.496055 = -1207268.295396
  nChanged 1
		SP:Iteration 49Q (2201.970000 sec): 3 clusters
  Score: Raw -1210314.793822 + Penalty 3045.496055 = -1207269.297767
  nChanged 3
		SP:Iteration 50Q (2201.990000 sec): 3 clusters
  Score: Raw -1210316.249181 + Penalty 3045.496055 = -1207270.753125
  nChanged 3
		SP:Iteration 51Q (2202.020000 sec): 3 clusters
  Score: Raw -1210317.241785 + Penalty 3045.496055 = -1207271.745729
  nChanged 1
		SP:Iteration 52Q (2202.040000 sec): 3 clusters
  Score: Raw -1210317.581638 + Penalty 3045.496055 = -1207272.085582
  nChanged 1
		SP:Iteration 53Q (2202.060000 sec): 3 clusters
  Score: Raw -1210317.923361 + Penalty 3045.496055 = -1207272.427306
  nChanged 0
		SP:Iteration 54F (2202.090000 sec): 3 clusters
  Score: Raw -1210317.923361 + Penalty 3045.496055 = -1207272.427306
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 24 (13023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2202.130000 sec): 2 clusters
  Score: Raw -1322215.759379 + Penalty 1539.601749 = -1320676.157630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2202.170000 sec): 3 clusters
  Score: Raw -1314662.602623 + Penalty 3079.203499 = -1311583.399124
  nChanged 5783
		SP:Iteration 1F (2202.210000 sec): 3 clusters
  Score: Raw -1317720.574364 + Penalty 3079.203499 = -1314641.370865
  nChanged 766
		SP:Iteration 2F (2202.240000 sec): 3 clusters
  Score: Raw -1318006.844009 + Penalty 3079.203499 = -1314927.640510
  nChanged 589
		SP:Iteration 3Q (2202.270000 sec): 3 clusters
  Score: Raw -1318212.921620 + Penalty 3079.203499 = -1315133.718122
  nChanged 543
		SP:Iteration 4Q (2202.310000 sec): 3 clusters
  Score: Raw -1318389.654169 + Penalty 3079.203499 = -1315310.450670
  nChanged 477
		SP:Iteration 5Q (2202.340000 sec): 3 clusters
  Score: Raw -1318538.871425 + Penalty 3079.203499 = -1315459.667926
  nChanged 430
		SP:Iteration 6Q (2202.380000 sec): 3 clusters
  Score: Raw -1318690.535107 + Penalty 3079.203499 = -1315611.331608
  nChanged 459
		SP:Iteration 7Q (2202.410000 sec): 3 clusters
  Score: Raw -1318872.076429 + Penalty 3079.203499 = -1315792.872930
  nChanged 527
		SP:Iteration 8Q (2202.450000 sec): 3 clusters
  Score: Raw -1319116.871460 + Penalty 3079.203499 = -1316037.667961
  nChanged 619
		SP:Iteration 9Q (2202.480000 sec): 3 clusters
  Score: Raw -1319457.805984 + Penalty 3079.203499 = -1316378.602485
  nChanged 706
		SP:Iteration 10F (2202.510000 sec): 3 clusters
  Score: Raw -1319913.925284 + Penalty 3079.203499 = -1316834.721786
  nChanged 786
		SP:Iteration 11F (2202.550000 sec): 3 clusters
  Score: Raw -1320505.129478 + Penalty 3079.203499 = -1317425.925979
  nChanged 757
		SP:Iteration 12F (2202.580000 sec): 3 clusters
  Score: Raw -1321057.535960 + Penalty 3079.203499 = -1317978.332461
  nChanged 565
		SP:Iteration 13Q (2202.620000 sec): 3 clusters
  Score: Raw -1321435.504517 + Penalty 3079.203499 = -1318356.301018
  nChanged 408
		SP:Iteration 14Q (2202.650000 sec): 3 clusters
  Score: Raw -1321681.518802 + Penalty 3079.203499 = -1318602.315303
  nChanged 306
		SP:Iteration 15Q (2202.690000 sec): 3 clusters
  Score: Raw -1321874.204642 + Penalty 3079.203499 = -1318795.001143
  nChanged 238
		SP:Iteration 16Q (2202.720000 sec): 3 clusters
  Score: Raw -1322033.646250 + Penalty 3079.203499 = -1318954.442752
  nChanged 188
		SP:Iteration 17Q (2202.760000 sec): 3 clusters
  Score: Raw -1322156.279331 + Penalty 3079.203499 = -1319077.075832
  nChanged 120
		SP:Iteration 18Q (2202.790000 sec): 3 clusters
  Score: Raw -1322232.078775 + Penalty 3079.203499 = -1319152.875276
  nChanged 77
		SP:Iteration 19Q (2202.820000 sec): 3 clusters
  Score: Raw -1322272.314224 + Penalty 3079.203499 = -1319193.110726
  nChanged 73
		SP:Iteration 20F (2202.860000 sec): 3 clusters
  Score: Raw -1322317.153686 + Penalty 3079.203499 = -1319237.950187
  nChanged 54
		SP:Iteration 21Q (2202.890000 sec): 3 clusters
  Score: Raw -1322352.327552 + Penalty 3079.203499 = -1319273.124053
  nChanged 47
		SP:Iteration 22Q (2202.920000 sec): 3 clusters
  Score: Raw -1322381.524185 + Penalty 3079.203499 = -1319302.320686
  nChanged 43
		SP:Iteration 23Q (2202.950000 sec): 3 clusters
  Score: Raw -1322410.423243 + Penalty 3079.203499 = -1319331.219744
  nChanged 30
		SP:Iteration 24Q (2202.980000 sec): 3 clusters
  Score: Raw -1322430.294050 + Penalty 3079.203499 = -1319351.090551
  nChanged 22
		SP:Iteration 25Q (2203.010000 sec): 3 clusters
  Score: Raw -1322447.127200 + Penalty 3079.203499 = -1319367.923701
  nChanged 23
		SP:Iteration 26Q (2203.040000 sec): 3 clusters
  Score: Raw -1322464.548967 + Penalty 3079.203499 = -1319385.345468
  nChanged 20
		SP:Iteration 27Q (2203.070000 sec): 3 clusters
  Score: Raw -1322476.579824 + Penalty 3079.203499 = -1319397.376325
  nChanged 13
		SP:Iteration 28Q (2203.110000 sec): 3 clusters
  Score: Raw -1322485.777645 + Penalty 3079.203499 = -1319406.574146
  nChanged 15
		SP:Iteration 29Q (2203.140000 sec): 3 clusters
  Score: Raw -1322495.872309 + Penalty 3079.203499 = -1319416.668810
  nChanged 20
		SP:Iteration 30Q (2203.170000 sec): 3 clusters
  Score: Raw -1322508.275498 + Penalty 3079.203499 = -1319429.071999
  nChanged 12
		SP:Iteration 31Q (2203.190000 sec): 3 clusters
  Score: Raw -1322516.022207 + Penalty 3079.203499 = -1319436.818708
  nChanged 6
		SP:Iteration 32Q (2203.220000 sec): 3 clusters
  Score: Raw -1322522.295233 + Penalty 3079.203499 = -1319443.091735
  nChanged 16
		SP:Iteration 33Q (2203.250000 sec): 3 clusters
  Score: Raw -1322531.474547 + Penalty 3079.203499 = -1319452.271049
  nChanged 9
		SP:Iteration 34Q (2203.280000 sec): 3 clusters
  Score: Raw -1322538.679669 + Penalty 3079.203499 = -1319459.476170
  nChanged 8
		SP:Iteration 35Q (2203.310000 sec): 3 clusters
  Score: Raw -1322543.709732 + Penalty 3079.203499 = -1319464.506233
  nChanged 2
		SP:Iteration 36Q (2203.340000 sec): 3 clusters
  Score: Raw -1322545.184582 + Penalty 3079.203499 = -1319465.981083
  nChanged 2
		SP:Iteration 37Q (2203.370000 sec): 3 clusters
  Score: Raw -1322546.764862 + Penalty 3079.203499 = -1319467.561363
  nChanged 1
		SP:Iteration 38Q (2203.400000 sec): 3 clusters
  Score: Raw -1322547.547189 + Penalty 3079.203499 = -1319468.343690
  nChanged 1
		SP:Iteration 39Q (2203.430000 sec): 3 clusters
  Score: Raw -1322548.646663 + Penalty 3079.203499 = -1319469.443164
  nChanged 1
		SP:Iteration 40F (2203.460000 sec): 3 clusters
  Score: Raw -1322549.194283 + Penalty 3079.203499 = -1319469.990784
  nChanged 1
		SP:Iteration 41Q (2203.490000 sec): 3 clusters
  Score: Raw -1322549.732199 + Penalty 3079.203499 = -1319470.528700
  nChanged 1
		SP:Iteration 42Q (2203.520000 sec): 3 clusters
  Score: Raw -1322550.307447 + Penalty 3079.203499 = -1319471.103948
  nChanged 0
		SP:Iteration 43F (2203.550000 sec): 3 clusters
  Score: Raw -1322550.307447 + Penalty 3079.203499 = -1319471.103948
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (67757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2203.790000 sec): 2 clusters
  Score: Raw -6936834.682955 + Penalty 1807.598496 = -6935027.084458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2203.980000 sec): 3 clusters
  Score: Raw -6893237.798738 + Penalty 3615.196993 = -6889622.601746
  nChanged 32188
		SP:Iteration 1F (2204.180000 sec): 3 clusters
  Score: Raw -6911610.727185 + Penalty 3615.196993 = -6907995.530192
  nChanged 2018
		SP:Iteration 2Q (2204.380000 sec): 3 clusters
  Score: Raw -6911998.093288 + Penalty 3615.196993 = -6908382.896295
  nChanged 1849
		SP:Iteration 3Q (2204.570000 sec): 3 clusters
  Score: Raw -6912343.688553 + Penalty 3615.196993 = -6908728.491561
  nChanged 1778
		SP:Iteration 4Q (2204.760000 sec): 3 clusters
  Score: Raw -6912689.766496 + Penalty 3615.196993 = -6909074.569504
  nChanged 1766
		SP:Iteration 5Q (2204.950000 sec): 3 clusters
  Score: Raw -6913051.459300 + Penalty 3615.196993 = -6909436.262307
  nChanged 1843
		SP:Iteration 6Q (2205.150000 sec): 3 clusters
  Score: Raw -6913487.130512 + Penalty 3615.196993 = -6909871.933520
  nChanged 2080
		SP:Iteration 7Q (2205.340000 sec): 3 clusters
  Score: Raw -6914077.655232 + Penalty 3615.196993 = -6910462.458240
  nChanged 2594
		SP:Iteration 8Q (2205.540000 sec): 3 clusters
  Score: Raw -6915033.183455 + Penalty 3615.196993 = -6911417.986462
  nChanged 3275
		SP:Iteration 9Q (2205.730000 sec): 3 clusters
  Score: Raw -6916648.229485 + Penalty 3615.196993 = -6913033.032492
  nChanged 4345
		SP:Iteration 10F (2205.920000 sec): 3 clusters
  Score: Raw -6919462.181907 + Penalty 3615.196993 = -6915846.984914
  nChanged 5280
		SP:Iteration 11F (2206.110000 sec): 3 clusters
  Score: Raw -6923672.254033 + Penalty 3615.196993 = -6920057.057040
  nChanged 5427
		SP:Iteration 12F (2206.300000 sec): 3 clusters
  Score: Raw -6928681.910462 + Penalty 3615.196993 = -6925066.713469
  nChanged 4416
		SP:Iteration 13F (2206.480000 sec): 3 clusters
  Score: Raw -6933030.477028 + Penalty 3615.196993 = -6929415.280035
  nChanged 2528
		SP:Iteration 14Q (2206.650000 sec): 3 clusters
  Score: Raw -6935489.246953 + Penalty 3615.196993 = -6931874.049960
  nChanged 1037
		SP:Iteration 15Q (2206.830000 sec): 3 clusters
  Score: Raw -6936460.153123 + Penalty 3615.196993 = -6932844.956130
  nChanged 323
		SP:Iteration 16Q (2206.970000 sec): 3 clusters
  Score: Raw -6936795.726319 + Penalty 3615.196993 = -6933180.529326
  nChanged 98
		SP:Iteration 17Q (2207.110000 sec): 3 clusters
  Score: Raw -6936937.323699 + Penalty 3615.196993 = -6933322.126706
  nChanged 34
		SP:Iteration 18Q (2207.250000 sec): 3 clusters
  Score: Raw -6936985.891754 + Penalty 3615.196993 = -6933370.694761
  nChanged 16
		SP:Iteration 19Q (2207.380000 sec): 3 clusters
  Score: Raw -6937012.014750 + Penalty 3615.196993 = -6933396.817757
  nChanged 14
		SP:Iteration 20F (2207.570000 sec): 3 clusters
  Score: Raw -6937036.949189 + Penalty 3615.196993 = -6933421.752196
  nChanged 4
		SP:Iteration 21Q (2207.700000 sec): 3 clusters
  Score: Raw -6937043.526248 + Penalty 3615.196993 = -6933428.329255
  nChanged 5
		SP:Iteration 22Q (2207.840000 sec): 3 clusters
  Score: Raw -6937054.058216 + Penalty 3615.196993 = -6933438.861223
  nChanged 3
		SP:Iteration 23Q (2207.970000 sec): 3 clusters
  Score: Raw -6937059.599280 + Penalty 3615.196993 = -6933444.402287
  nChanged 2
		SP:Iteration 24Q (2208.100000 sec): 3 clusters
  Score: Raw -6937065.770008 + Penalty 3615.196993 = -6933450.573015
  nChanged 4
		SP:Iteration 25Q (2208.230000 sec): 3 clusters
  Score: Raw -6937069.120516 + Penalty 3615.196993 = -6933453.923524
  nChanged 3
		SP:Iteration 26Q (2208.370000 sec): 3 clusters
  Score: Raw -6937072.544515 + Penalty 3615.196993 = -6933457.347523
  nChanged 3
		SP:Iteration 27Q (2208.500000 sec): 3 clusters
  Score: Raw -6937079.141210 + Penalty 3615.196993 = -6933463.944217
  nChanged 0
		SP:Iteration 28F (2208.690000 sec): 3 clusters
  Score: Raw -6937079.141210 + Penalty 3615.196993 = -6933463.944217
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (8484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2208.760000 sec): 2 clusters
  Score: Raw -858169.717336 + Penalty 1469.964814 = -856699.752522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2208.780000 sec): 3 clusters
  Score: Raw -853436.461508 + Penalty 2939.929628 = -850496.531880
  nChanged 3559
		SP:Iteration 1F (2208.810000 sec): 3 clusters
  Score: Raw -855341.593281 + Penalty 2939.929628 = -852401.663653
  nChanged 551
		SP:Iteration 2F (2208.830000 sec): 3 clusters
  Score: Raw -855589.841596 + Penalty 2939.929628 = -852649.911968
  nChanged 498
		SP:Iteration 3F (2208.850000 sec): 3 clusters
  Score: Raw -855849.827491 + Penalty 2939.929628 = -852909.897864
  nChanged 468
		SP:Iteration 4F (2208.870000 sec): 3 clusters
  Score: Raw -856129.425578 + Penalty 2939.929628 = -853189.495950
  nChanged 500
		SP:Iteration 5F (2208.890000 sec): 3 clusters
  Score: Raw -856469.784312 + Penalty 2939.929628 = -853529.854684
  nChanged 495
		SP:Iteration 6F (2208.910000 sec): 3 clusters
  Score: Raw -856834.215483 + Penalty 2939.929628 = -853894.285855
  nChanged 461
		SP:Iteration 7F (2208.940000 sec): 3 clusters
  Score: Raw -857162.521755 + Penalty 2939.929628 = -854222.592127
  nChanged 386
		SP:Iteration 8Q (2208.960000 sec): 3 clusters
  Score: Raw -857470.543400 + Penalty 2939.929628 = -854530.613772
  nChanged 338
		SP:Iteration 9Q (2208.980000 sec): 3 clusters
  Score: Raw -857746.160198 + Penalty 2939.929628 = -854806.230571
  nChanged 223
		SP:Iteration 10Q (2209.000000 sec): 3 clusters
  Score: Raw -857935.195841 + Penalty 2939.929628 = -854995.266214
  nChanged 143
		SP:Iteration 11Q (2209.020000 sec): 3 clusters
  Score: Raw -858059.992149 + Penalty 2939.929628 = -855120.062521
  nChanged 105
		SP:Iteration 12Q (2209.040000 sec): 3 clusters
  Score: Raw -858156.081109 + Penalty 2939.929628 = -855216.151481
  nChanged 58
		SP:Iteration 13Q (2209.060000 sec): 3 clusters
  Score: Raw -858208.250819 + Penalty 2939.929628 = -855268.321191
  nChanged 36
		SP:Iteration 14Q (2209.080000 sec): 3 clusters
  Score: Raw -858243.895785 + Penalty 2939.929628 = -855303.966157
  nChanged 25
		SP:Iteration 15Q (2209.100000 sec): 3 clusters
  Score: Raw -858268.854021 + Penalty 2939.929628 = -855328.924393
  nChanged 15
		SP:Iteration 16Q (2209.120000 sec): 3 clusters
  Score: Raw -858286.331803 + Penalty 2939.929628 = -855346.402175
  nChanged 14
		SP:Iteration 17Q (2209.140000 sec): 3 clusters
  Score: Raw -858300.495731 + Penalty 2939.929628 = -855360.566103
  nChanged 6
		SP:Iteration 18Q (2209.150000 sec): 3 clusters
  Score: Raw -858307.070203 + Penalty 2939.929628 = -855367.140576
  nChanged 5
		SP:Iteration 19Q (2209.170000 sec): 3 clusters
  Score: Raw -858312.763217 + Penalty 2939.929628 = -855372.833590
  nChanged 4
		SP:Iteration 20F (2209.200000 sec): 3 clusters
  Score: Raw -858317.844752 + Penalty 2939.929628 = -855377.915125
  nChanged 4
		SP:Iteration 21Q (2209.220000 sec): 3 clusters
  Score: Raw -858323.039931 + Penalty 2939.929628 = -855383.110304
  nChanged 4
		SP:Iteration 22Q (2209.240000 sec): 3 clusters
  Score: Raw -858327.445584 + Penalty 2939.929628 = -855387.515956
  nChanged 3
		SP:Iteration 23Q (2209.250000 sec): 3 clusters
  Score: Raw -858330.969621 + Penalty 2939.929628 = -855391.039993
  nChanged 1
		SP:Iteration 24Q (2209.270000 sec): 3 clusters
  Score: Raw -858331.639728 + Penalty 2939.929628 = -855391.710100
  nChanged 0
		SP:Iteration 25F (2209.300000 sec): 3 clusters
  Score: Raw -858331.639728 + Penalty 2939.929628 = -855391.710100
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 27 (2116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2209.310000 sec): 2 clusters
  Score: Raw -193373.083534 + Penalty 1244.308454 = -192128.775080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2209.320000 sec): 3 clusters
  Score: Raw -192474.919455 + Penalty 2488.616908 = -189986.302548
  nChanged 755
		SP:Iteration 1F (2209.330000 sec): 3 clusters
  Score: Raw -192967.163974 + Penalty 2488.616908 = -190478.547067
  nChanged 161
		SP:Iteration 2F (2209.330000 sec): 3 clusters
  Score: Raw -193074.674003 + Penalty 2488.616908 = -190586.057095
  nChanged 103
		SP:Iteration 3Q (2209.340000 sec): 3 clusters
  Score: Raw -193139.176972 + Penalty 2488.616908 = -190650.560065
  nChanged 66
		SP:Iteration 4Q (2209.340000 sec): 3 clusters
  Score: Raw -193175.736243 + Penalty 2488.616908 = -190687.119335
  nChanged 44
		SP:Iteration 5Q (2209.350000 sec): 3 clusters
  Score: Raw -193198.968958 + Penalty 2488.616908 = -190710.352051
  nChanged 39
		SP:Iteration 6Q (2209.350000 sec): 3 clusters
  Score: Raw -193215.794344 + Penalty 2488.616908 = -190727.177437
  nChanged 33
		SP:Iteration 7Q (2209.360000 sec): 3 clusters
  Score: Raw -193231.619943 + Penalty 2488.616908 = -190743.003036
  nChanged 25
		SP:Iteration 8Q (2209.370000 sec): 3 clusters
  Score: Raw -193243.649872 + Penalty 2488.616908 = -190755.032964
  nChanged 26
		SP:Iteration 9Q (2209.370000 sec): 3 clusters
  Score: Raw -193258.167176 + Penalty 2488.616908 = -190769.550268
  nChanged 34
		SP:Iteration 10Q (2209.380000 sec): 3 clusters
  Score: Raw -193278.935292 + Penalty 2488.616908 = -190790.318384
  nChanged 27
		SP:Iteration 11Q (2209.380000 sec): 3 clusters
  Score: Raw -193291.677834 + Penalty 2488.616908 = -190803.060926
  nChanged 28
		SP:Iteration 12Q (2209.390000 sec): 3 clusters
  Score: Raw -193306.581362 + Penalty 2488.616908 = -190817.964454
  nChanged 27
		SP:Iteration 13Q (2209.390000 sec): 3 clusters
  Score: Raw -193322.239698 + Penalty 2488.616908 = -190833.622790
  nChanged 19
		SP:Iteration 14Q (2209.400000 sec): 3 clusters
  Score: Raw -193333.109431 + Penalty 2488.616908 = -190844.492523
  nChanged 13
		SP:Iteration 15Q (2209.410000 sec): 3 clusters
  Score: Raw -193339.209890 + Penalty 2488.616908 = -190850.592983
  nChanged 13
		SP:Iteration 16Q (2209.410000 sec): 3 clusters
  Score: Raw -193347.388575 + Penalty 2488.616908 = -190858.771667
  nChanged 13
		SP:Iteration 17Q (2209.410000 sec): 3 clusters
  Score: Raw -193358.231224 + Penalty 2488.616908 = -190869.614316
  nChanged 19
		SP:Iteration 18Q (2209.420000 sec): 3 clusters
  Score: Raw -193375.223110 + Penalty 2488.616908 = -190886.606202
  nChanged 26
		SP:Iteration 19Q (2209.430000 sec): 3 clusters
  Score: Raw -193393.400474 + Penalty 2488.616908 = -190904.783566
  nChanged 32
		SP:Iteration 20F (2209.430000 sec): 3 clusters
  Score: Raw -193413.277721 + Penalty 2488.616908 = -190924.660814
  nChanged 25
		SP:Iteration 21Q (2209.440000 sec): 3 clusters
  Score: Raw -193430.758852 + Penalty 2488.616908 = -190942.141945
  nChanged 23
		SP:Iteration 22Q (2209.440000 sec): 3 clusters
  Score: Raw -193444.622043 + Penalty 2488.616908 = -190956.005135
  nChanged 20
		SP:Iteration 23Q (2209.450000 sec): 3 clusters
  Score: Raw -193455.810676 + Penalty 2488.616908 = -190967.193768
  nChanged 22
		SP:Iteration 24Q (2209.450000 sec): 3 clusters
  Score: Raw -193467.825302 + Penalty 2488.616908 = -190979.208394
  nChanged 16
		SP:Iteration 25Q (2209.460000 sec): 3 clusters
  Score: Raw -193479.525156 + Penalty 2488.616908 = -190990.908248
  nChanged 23
		SP:Iteration 26Q (2209.470000 sec): 3 clusters
  Score: Raw -193499.131420 + Penalty 2488.616908 = -191010.514512
  nChanged 25
		SP:Iteration 27Q (2209.470000 sec): 3 clusters
  Score: Raw -193525.475031 + Penalty 2488.616908 = -191036.858124
  nChanged 38
		SP:Iteration 28Q (2209.470000 sec): 3 clusters
  Score: Raw -193552.012296 + Penalty 2488.616908 = -191063.395389
  nChanged 39
		SP:Iteration 29Q (2209.480000 sec): 3 clusters
  Score: Raw -193581.195833 + Penalty 2488.616908 = -191092.578926
  nChanged 30
		SP:Iteration 30Q (2209.490000 sec): 3 clusters
  Score: Raw -193608.041414 + Penalty 2488.616908 = -191119.424506
  nChanged 22
		SP:Iteration 31Q (2209.490000 sec): 3 clusters
  Score: Raw -193623.120056 + Penalty 2488.616908 = -191134.503148
  nChanged 25
		SP:Iteration 32Q (2209.500000 sec): 3 clusters
  Score: Raw -193642.602790 + Penalty 2488.616908 = -191153.985882
  nChanged 23
		SP:Iteration 33Q (2209.500000 sec): 3 clusters
  Score: Raw -193660.870751 + Penalty 2488.616908 = -191172.253843
  nChanged 27
		SP:Iteration 34Q (2209.510000 sec): 3 clusters
  Score: Raw -193678.326588 + Penalty 2488.616908 = -191189.709680
  nChanged 19
		SP:Iteration 35Q (2209.510000 sec): 3 clusters
  Score: Raw -193693.122262 + Penalty 2488.616908 = -191204.505354
  nChanged 14
		SP:Iteration 36Q (2209.520000 sec): 3 clusters
  Score: Raw -193702.414193 + Penalty 2488.616908 = -191213.797286
  nChanged 10
		SP:Iteration 37Q (2209.520000 sec): 3 clusters
  Score: Raw -193707.809524 + Penalty 2488.616908 = -191219.192616
  nChanged 3
		SP:Iteration 38Q (2209.530000 sec): 3 clusters
  Score: Raw -193709.356200 + Penalty 2488.616908 = -191220.739292
  nChanged 3
		SP:Iteration 39Q (2209.530000 sec): 3 clusters
  Score: Raw -193710.382637 + Penalty 2488.616908 = -191221.765729
  nChanged 1
		SP:Iteration 40F (2209.540000 sec): 3 clusters
  Score: Raw -193710.907251 + Penalty 2488.616908 = -191222.290343
  nChanged 4
		SP:Iteration 41Q (2209.540000 sec): 3 clusters
  Score: Raw -193712.411064 + Penalty 2488.616908 = -191223.794157
  nChanged 2
		SP:Iteration 42Q (2209.550000 sec): 3 clusters
  Score: Raw -193712.999232 + Penalty 2488.616908 = -191224.382324
  nChanged 0
		SP:Iteration 43F (2209.550000 sec): 3 clusters
  Score: Raw -193712.999232 + Penalty 2488.616908 = -191224.382324
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 28 (12144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2209.600000 sec): 2 clusters
  Score: Raw -1248225.765202 + Penalty 1528.245956 = -1246697.519246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2209.630000 sec): 3 clusters
  Score: Raw -1241248.703583 + Penalty 3056.491912 = -1238192.211670
  nChanged 5295
		SP:Iteration 1F (2209.660000 sec): 3 clusters
  Score: Raw -1244186.152844 + Penalty 3056.491912 = -1241129.660932
  nChanged 636
		SP:Iteration 2F (2209.690000 sec): 3 clusters
  Score: Raw -1244419.818342 + Penalty 3056.491912 = -1241363.326429
  nChanged 509
		SP:Iteration 3Q (2209.730000 sec): 3 clusters
  Score: Raw -1244613.595372 + Penalty 3056.491912 = -1241557.103460
  nChanged 442
		SP:Iteration 4Q (2209.760000 sec): 3 clusters
  Score: Raw -1244808.213964 + Penalty 3056.491912 = -1241751.722051
  nChanged 457
		SP:Iteration 5Q (2209.790000 sec): 3 clusters
  Score: Raw -1245005.051219 + Penalty 3056.491912 = -1241948.559307
  nChanged 455
		SP:Iteration 6Q (2209.820000 sec): 3 clusters
  Score: Raw -1245236.517273 + Penalty 3056.491912 = -1242180.025361
  nChanged 496
		SP:Iteration 7Q (2209.850000 sec): 3 clusters
  Score: Raw -1245517.178070 + Penalty 3056.491912 = -1242460.686157
  nChanged 555
		SP:Iteration 8Q (2209.890000 sec): 3 clusters
  Score: Raw -1245869.800841 + Penalty 3056.491912 = -1242813.308928
  nChanged 602
		SP:Iteration 9Q (2209.920000 sec): 3 clusters
  Score: Raw -1246314.348307 + Penalty 3056.491912 = -1243257.856394
  nChanged 647
		SP:Iteration 10F (2209.950000 sec): 3 clusters
  Score: Raw -1246865.092598 + Penalty 3056.491912 = -1243808.600686
  nChanged 586
		SP:Iteration 11Q (2209.980000 sec): 3 clusters
  Score: Raw -1247395.521297 + Penalty 3056.491912 = -1244339.029385
  nChanged 426
		SP:Iteration 12Q (2210.010000 sec): 3 clusters
  Score: Raw -1247758.285342 + Penalty 3056.491912 = -1244701.793430
  nChanged 299
		SP:Iteration 13Q (2210.040000 sec): 3 clusters
  Score: Raw -1248019.905637 + Penalty 3056.491912 = -1244963.413725
  nChanged 174
		SP:Iteration 14Q (2210.070000 sec): 3 clusters
  Score: Raw -1248159.695638 + Penalty 3056.491912 = -1245103.203726
  nChanged 125
		SP:Iteration 15Q (2210.100000 sec): 3 clusters
  Score: Raw -1248262.429133 + Penalty 3056.491912 = -1245205.937221
  nChanged 76
		SP:Iteration 16Q (2210.120000 sec): 3 clusters
  Score: Raw -1248316.670298 + Penalty 3056.491912 = -1245260.178385
  nChanged 48
		SP:Iteration 17Q (2210.150000 sec): 3 clusters
  Score: Raw -1248354.995742 + Penalty 3056.491912 = -1245298.503829
  nChanged 43
		SP:Iteration 18Q (2210.170000 sec): 3 clusters
  Score: Raw -1248400.998722 + Penalty 3056.491912 = -1245344.506810
  nChanged 29
		SP:Iteration 19Q (2210.200000 sec): 3 clusters
  Score: Raw -1248430.652801 + Penalty 3056.491912 = -1245374.160889
  nChanged 21
		SP:Iteration 20F (2210.230000 sec): 3 clusters
  Score: Raw -1248447.543493 + Penalty 3056.491912 = -1245391.051581
  nChanged 14
		SP:Iteration 21Q (2210.250000 sec): 3 clusters
  Score: Raw -1248459.306448 + Penalty 3056.491912 = -1245402.814535
  nChanged 14
		SP:Iteration 22Q (2210.280000 sec): 3 clusters
  Score: Raw -1248470.078876 + Penalty 3056.491912 = -1245413.586964
  nChanged 7
		SP:Iteration 23Q (2210.310000 sec): 3 clusters
  Score: Raw -1248474.691087 + Penalty 3056.491912 = -1245418.199175
  nChanged 5
		SP:Iteration 24Q (2210.330000 sec): 3 clusters
  Score: Raw -1248477.568500 + Penalty 3056.491912 = -1245421.076588
  nChanged 1
		SP:Iteration 25Q (2210.350000 sec): 3 clusters
  Score: Raw -1248478.106608 + Penalty 3056.491912 = -1245421.614696
  nChanged 1
		SP:Iteration 26Q (2210.380000 sec): 3 clusters
  Score: Raw -1248479.444700 + Penalty 3056.491912 = -1245422.952787
  nChanged 0
		SP:Iteration 27F (2210.410000 sec): 3 clusters
  Score: Raw -1248479.444700 + Penalty 3056.491912 = -1245422.952787
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (40921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2210.560000 sec): 2 clusters
  Score: Raw -4242232.781133 + Penalty 1725.652282 = -4240507.128851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2210.670000 sec): 3 clusters
  Score: Raw -4216617.102336 + Penalty 3451.304564 = -4213165.797772
  nChanged 19076
		SP:Iteration 1F (2210.790000 sec): 3 clusters
  Score: Raw -4227211.669418 + Penalty 3451.304564 = -4223760.364855
  nChanged 1640
		SP:Iteration 2Q (2210.900000 sec): 3 clusters
  Score: Raw -4227632.755633 + Penalty 3451.304564 = -4224181.451069
  nChanged 1446
		SP:Iteration 3Q (2211.020000 sec): 3 clusters
  Score: Raw -4228014.417153 + Penalty 3451.304564 = -4224563.112589
  nChanged 1405
		SP:Iteration 4Q (2211.140000 sec): 3 clusters
  Score: Raw -4228390.764265 + Penalty 3451.304564 = -4224939.459701
  nChanged 1363
		SP:Iteration 5Q (2211.260000 sec): 3 clusters
  Score: Raw -4228764.732992 + Penalty 3451.304564 = -4225313.428428
  nChanged 1340
		SP:Iteration 6Q (2211.380000 sec): 3 clusters
  Score: Raw -4229171.708836 + Penalty 3451.304564 = -4225720.404273
  nChanged 1403
		SP:Iteration 7Q (2211.490000 sec): 3 clusters
  Score: Raw -4229658.164979 + Penalty 3451.304564 = -4226206.860415
  nChanged 1568
		SP:Iteration 8Q (2211.620000 sec): 3 clusters
  Score: Raw -4230302.882794 + Penalty 3451.304564 = -4226851.578230
  nChanged 1748
		SP:Iteration 9Q (2211.740000 sec): 3 clusters
  Score: Raw -4231223.044070 + Penalty 3451.304564 = -4227771.739506
  nChanged 1949
		SP:Iteration 10Q (2211.860000 sec): 3 clusters
  Score: Raw -4232467.268519 + Penalty 3451.304564 = -4229015.963955
  nChanged 2226
		SP:Iteration 11F (2211.980000 sec): 3 clusters
  Score: Raw -4234099.501004 + Penalty 3451.304564 = -4230648.196440
  nChanged 2327
		SP:Iteration 12F (2212.090000 sec): 3 clusters
  Score: Raw -4235784.019011 + Penalty 3451.304564 = -4232332.714448
  nChanged 2127
		SP:Iteration 13F (2212.200000 sec): 3 clusters
  Score: Raw -4237081.659888 + Penalty 3451.304564 = -4233630.355325
  nChanged 1637
		SP:Iteration 14Q (2212.310000 sec): 3 clusters
  Score: Raw -4237813.970455 + Penalty 3451.304564 = -4234362.665891
  nChanged 1165
		SP:Iteration 15Q (2212.420000 sec): 3 clusters
  Score: Raw -4238255.364140 + Penalty 3451.304564 = -4234804.059576
  nChanged 899
		SP:Iteration 16Q (2212.530000 sec): 3 clusters
  Score: Raw -4238574.369719 + Penalty 3451.304564 = -4235123.065155
  nChanged 773
		SP:Iteration 17Q (2212.640000 sec): 3 clusters
  Score: Raw -4238830.878070 + Penalty 3451.304564 = -4235379.573506
  nChanged 687
		SP:Iteration 18Q (2212.750000 sec): 3 clusters
  Score: Raw -4239058.212529 + Penalty 3451.304564 = -4235606.907965
  nChanged 598
		SP:Iteration 19Q (2212.860000 sec): 3 clusters
  Score: Raw -4239226.154554 + Penalty 3451.304564 = -4235774.849990
  nChanged 531
		SP:Iteration 20F (2212.970000 sec): 3 clusters
  Score: Raw -4239367.081308 + Penalty 3451.304564 = -4235915.776745
  nChanged 467
		SP:Iteration 21Q (2213.080000 sec): 3 clusters
  Score: Raw -4239487.951005 + Penalty 3451.304564 = -4236036.646441
  nChanged 439
		SP:Iteration 22Q (2213.190000 sec): 3 clusters
  Score: Raw -4239592.979443 + Penalty 3451.304564 = -4236141.674879
  nChanged 414
		SP:Iteration 23Q (2213.290000 sec): 3 clusters
  Score: Raw -4239682.007342 + Penalty 3451.304564 = -4236230.702779
  nChanged 360
		SP:Iteration 24Q (2213.400000 sec): 3 clusters
  Score: Raw -4239754.137196 + Penalty 3451.304564 = -4236302.832632
  nChanged 312
		SP:Iteration 25Q (2213.510000 sec): 3 clusters
  Score: Raw -4239812.827420 + Penalty 3451.304564 = -4236361.522856
  nChanged 335
		SP:Iteration 26Q (2213.620000 sec): 3 clusters
  Score: Raw -4239872.151569 + Penalty 3451.304564 = -4236420.847006
  nChanged 307
		SP:Iteration 27Q (2213.730000 sec): 3 clusters
  Score: Raw -4239930.642873 + Penalty 3451.304564 = -4236479.338309
  nChanged 305
		SP:Iteration 28Q (2213.840000 sec): 3 clusters
  Score: Raw -4239989.765827 + Penalty 3451.304564 = -4236538.461263
  nChanged 306
		SP:Iteration 29Q (2213.940000 sec): 3 clusters
  Score: Raw -4240053.306019 + Penalty 3451.304564 = -4236602.001455
  nChanged 295
		SP:Iteration 30Q (2214.050000 sec): 3 clusters
  Score: Raw -4240114.087519 + Penalty 3451.304564 = -4236662.782955
  nChanged 295
		SP:Iteration 31Q (2214.160000 sec): 3 clusters
  Score: Raw -4240171.066957 + Penalty 3451.304564 = -4236719.762393
  nChanged 274
		SP:Iteration 32Q (2214.260000 sec): 3 clusters
  Score: Raw -4240227.004824 + Penalty 3451.304564 = -4236775.700260
  nChanged 290
		SP:Iteration 33Q (2214.370000 sec): 3 clusters
  Score: Raw -4240282.790473 + Penalty 3451.304564 = -4236831.485910
  nChanged 259
		SP:Iteration 34Q (2214.480000 sec): 3 clusters
  Score: Raw -4240327.345838 + Penalty 3451.304564 = -4236876.041274
  nChanged 224
		SP:Iteration 35Q (2214.590000 sec): 3 clusters
  Score: Raw -4240362.969033 + Penalty 3451.304564 = -4236911.664469
  nChanged 188
		SP:Iteration 36Q (2214.700000 sec): 3 clusters
  Score: Raw -4240386.501721 + Penalty 3451.304564 = -4236935.197157
  nChanged 152
		SP:Iteration 37Q (2214.800000 sec): 3 clusters
  Score: Raw -4240405.932146 + Penalty 3451.304564 = -4236954.627582
  nChanged 139
		SP:Iteration 38Q (2214.910000 sec): 3 clusters
  Score: Raw -4240420.515440 + Penalty 3451.304564 = -4236969.210877
  nChanged 105
		SP:Iteration 39Q (2215.020000 sec): 3 clusters
  Score: Raw -4240428.961098 + Penalty 3451.304564 = -4236977.656535
  nChanged 69
		SP:Iteration 40F (2215.140000 sec): 3 clusters
  Score: Raw -4240433.870354 + Penalty 3451.304564 = -4236982.565790
  nChanged 63
		SP:Iteration 41Q (2215.240000 sec): 3 clusters
  Score: Raw -4240437.600687 + Penalty 3451.304564 = -4236986.296124
  nChanged 58
		SP:Iteration 42Q (2215.350000 sec): 3 clusters
  Score: Raw -4240440.975733 + Penalty 3451.304564 = -4236989.671169
  nChanged 54
		SP:Iteration 43Q (2215.460000 sec): 3 clusters
  Score: Raw -4240443.584769 + Penalty 3451.304564 = -4236992.280205
  nChanged 47
		SP:Iteration 44Q (2215.560000 sec): 3 clusters
  Score: Raw -4240445.479824 + Penalty 3451.304564 = -4236994.175260
  nChanged 31
		SP:Iteration 45Q (2215.670000 sec): 3 clusters
  Score: Raw -4240446.441599 + Penalty 3451.304564 = -4236995.137036
  nChanged 19
		SP:Iteration 46Q (2215.780000 sec): 3 clusters
  Score: Raw -4240447.138764 + Penalty 3451.304564 = -4236995.834201
  nChanged 18
		SP:Iteration 47Q (2215.890000 sec): 3 clusters
  Score: Raw -4240447.532869 + Penalty 3451.304564 = -4236996.228306
  nChanged 10
		SP:Iteration 48Q (2216.000000 sec): 3 clusters
  Score: Raw -4240447.792269 + Penalty 3451.304564 = -4236996.487706
  nChanged 6
		SP:Iteration 49Q (2216.110000 sec): 3 clusters
  Score: Raw -4240447.980005 + Penalty 3451.304564 = -4236996.675441
  nChanged 7
		SP:Iteration 50Q (2216.220000 sec): 3 clusters
  Score: Raw -4240448.196094 + Penalty 3451.304564 = -4236996.891530
  nChanged 7
		SP:Iteration 51Q (2216.330000 sec): 3 clusters
  Score: Raw -4240448.367218 + Penalty 3451.304564 = -4236997.062654
  nChanged 7
		SP:Iteration 52Q (2216.440000 sec): 3 clusters
  Score: Raw -4240448.551628 + Penalty 3451.304564 = -4236997.247064
  nChanged 6
		SP:Iteration 53Q (2216.550000 sec): 3 clusters
  Score: Raw -4240448.728048 + Penalty 3451.304564 = -4236997.423484
  nChanged 9
		SP:Iteration 54Q (2216.660000 sec): 3 clusters
  Score: Raw -4240449.026306 + Penalty 3451.304564 = -4236997.721742
  nChanged 7
		SP:Iteration 55Q (2216.770000 sec): 3 clusters
  Score: Raw -4240449.311178 + Penalty 3451.304564 = -4236998.006615
  nChanged 7
		SP:Iteration 56Q (2216.880000 sec): 3 clusters
  Score: Raw -4240449.489488 + Penalty 3451.304564 = -4236998.184925
  nChanged 2
		SP:Iteration 57Q (2216.990000 sec): 3 clusters
  Score: Raw -4240449.547931 + Penalty 3451.304564 = -4236998.243368
  nChanged 3
		SP:Iteration 58Q (2217.100000 sec): 3 clusters
  Score: Raw -4240449.607176 + Penalty 3451.304564 = -4236998.302613
  nChanged 2
		SP:Iteration 59Q (2217.210000 sec): 3 clusters
  Score: Raw -4240449.642438 + Penalty 3451.304564 = -4236998.337874
  nChanged 0
		SP:Iteration 60F (2217.320000 sec): 3 clusters
  Score: Raw -4240449.642438 + Penalty 3451.304564 = -4236998.337874
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (36687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2217.450000 sec): 2 clusters
  Score: Raw -3621977.790286 + Penalty 1707.903884 = -3620269.886402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2217.550000 sec): 3 clusters
  Score: Raw -3599057.562801 + Penalty 3415.807768 = -3595641.755033
  nChanged 17074
		SP:Iteration 1F (2217.650000 sec): 3 clusters
  Score: Raw -3608698.265097 + Penalty 3415.807768 = -3605282.457329
  nChanged 2069
		SP:Iteration 2F (2217.750000 sec): 3 clusters
  Score: Raw -3609706.644542 + Penalty 3415.807768 = -3606290.836773
  nChanged 2364
		SP:Iteration 3F (2217.850000 sec): 3 clusters
  Score: Raw -3611102.267940 + Penalty 3415.807768 = -3607686.460172
  nChanged 2695
		SP:Iteration 4F (2217.950000 sec): 3 clusters
  Score: Raw -3612837.899579 + Penalty 3415.807768 = -3609422.091811
  nChanged 2712
		SP:Iteration 5F (2218.050000 sec): 3 clusters
  Score: Raw -3614525.955667 + Penalty 3415.807768 = -3611110.147899
  nChanged 2394
		SP:Iteration 6F (2218.150000 sec): 3 clusters
  Score: Raw -3615957.869728 + Penalty 3415.807768 = -3612542.061960
  nChanged 1973
		SP:Iteration 7F (2218.250000 sec): 3 clusters
  Score: Raw -3617038.062960 + Penalty 3415.807768 = -3613622.255192
  nChanged 1575
		SP:Iteration 8Q (2218.350000 sec): 3 clusters
  Score: Raw -3617890.257519 + Penalty 3415.807768 = -3614474.449751
  nChanged 1333
		SP:Iteration 9Q (2218.460000 sec): 3 clusters
  Score: Raw -3618647.682611 + Penalty 3415.807768 = -3615231.874843
  nChanged 1186
		SP:Iteration 10Q (2218.560000 sec): 3 clusters
  Score: Raw -3619336.913850 + Penalty 3415.807768 = -3615921.106082
  nChanged 1046
		SP:Iteration 11Q (2218.660000 sec): 3 clusters
  Score: Raw -3620015.360362 + Penalty 3415.807768 = -3616599.552594
  nChanged 867
		SP:Iteration 12Q (2218.760000 sec): 3 clusters
  Score: Raw -3620586.421582 + Penalty 3415.807768 = -3617170.613814
  nChanged 739
		SP:Iteration 13Q (2218.860000 sec): 3 clusters
  Score: Raw -3621060.557807 + Penalty 3415.807768 = -3617644.750039
  nChanged 573
		SP:Iteration 14Q (2218.960000 sec): 3 clusters
  Score: Raw -3621426.428314 + Penalty 3415.807768 = -3618010.620546
  nChanged 470
		SP:Iteration 15Q (2219.050000 sec): 3 clusters
  Score: Raw -3621724.415438 + Penalty 3415.807768 = -3618308.607670
  nChanged 372
		SP:Iteration 16Q (2219.140000 sec): 3 clusters
  Score: Raw -3621935.654780 + Penalty 3415.807768 = -3618519.847012
  nChanged 319
		SP:Iteration 17Q (2219.230000 sec): 3 clusters
  Score: Raw -3622096.771233 + Penalty 3415.807768 = -3618680.963465
  nChanged 247
		SP:Iteration 18Q (2219.320000 sec): 3 clusters
  Score: Raw -3622217.937262 + Penalty 3415.807768 = -3618802.129494
  nChanged 206
		SP:Iteration 19Q (2219.400000 sec): 3 clusters
  Score: Raw -3622318.232830 + Penalty 3415.807768 = -3618902.425062
  nChanged 174
		SP:Iteration 20F (2219.510000 sec): 3 clusters
  Score: Raw -3622403.844686 + Penalty 3415.807768 = -3618988.036918
  nChanged 170
		SP:Iteration 21Q (2219.590000 sec): 3 clusters
  Score: Raw -3622481.534471 + Penalty 3415.807768 = -3619065.726703
  nChanged 138
		SP:Iteration 22Q (2219.670000 sec): 3 clusters
  Score: Raw -3622540.458500 + Penalty 3415.807768 = -3619124.650732
  nChanged 116
		SP:Iteration 23Q (2219.750000 sec): 3 clusters
  Score: Raw -3622589.193399 + Penalty 3415.807768 = -3619173.385631
  nChanged 101
		SP:Iteration 24Q (2219.830000 sec): 3 clusters
  Score: Raw -3622626.405588 + Penalty 3415.807768 = -3619210.597820
  nChanged 74
		SP:Iteration 25Q (2219.910000 sec): 3 clusters
  Score: Raw -3622651.552059 + Penalty 3415.807768 = -3619235.744291
  nChanged 71
		SP:Iteration 26Q (2219.990000 sec): 3 clusters
  Score: Raw -3622674.881744 + Penalty 3415.807768 = -3619259.073976
  nChanged 65
		SP:Iteration 27Q (2220.060000 sec): 3 clusters
  Score: Raw -3622694.372417 + Penalty 3415.807768 = -3619278.564649
  nChanged 60
		SP:Iteration 28Q (2220.140000 sec): 3 clusters
  Score: Raw -3622710.820048 + Penalty 3415.807768 = -3619295.012280
  nChanged 51
		SP:Iteration 29Q (2220.220000 sec): 3 clusters
  Score: Raw -3622724.314731 + Penalty 3415.807768 = -3619308.506963
  nChanged 50
		SP:Iteration 30Q (2220.300000 sec): 3 clusters
  Score: Raw -3622739.025261 + Penalty 3415.807768 = -3619323.217493
  nChanged 35
		SP:Iteration 31Q (2220.380000 sec): 3 clusters
  Score: Raw -3622748.178519 + Penalty 3415.807768 = -3619332.370751
  nChanged 28
		SP:Iteration 32Q (2220.460000 sec): 3 clusters
  Score: Raw -3622754.108304 + Penalty 3415.807768 = -3619338.300536
  nChanged 26
		SP:Iteration 33Q (2220.540000 sec): 3 clusters
  Score: Raw -3622758.711211 + Penalty 3415.807768 = -3619342.903443
  nChanged 16
		SP:Iteration 34Q (2220.620000 sec): 3 clusters
  Score: Raw -3622762.253329 + Penalty 3415.807768 = -3619346.445561
  nChanged 20
		SP:Iteration 35Q (2220.700000 sec): 3 clusters
  Score: Raw -3622766.499284 + Penalty 3415.807768 = -3619350.691516
  nChanged 18
		SP:Iteration 36Q (2220.780000 sec): 3 clusters
  Score: Raw -3622770.696407 + Penalty 3415.807768 = -3619354.888639
  nChanged 15
		SP:Iteration 37Q (2220.860000 sec): 3 clusters
  Score: Raw -3622774.046102 + Penalty 3415.807768 = -3619358.238334
  nChanged 10
		SP:Iteration 38Q (2220.930000 sec): 3 clusters
  Score: Raw -3622776.473943 + Penalty 3415.807768 = -3619360.666175
  nChanged 13
		SP:Iteration 39Q (2221.010000 sec): 3 clusters
  Score: Raw -3622779.324262 + Penalty 3415.807768 = -3619363.516494
  nChanged 14
		SP:Iteration 40F (2221.110000 sec): 3 clusters
  Score: Raw -3622781.480235 + Penalty 3415.807768 = -3619365.672467
  nChanged 7
		SP:Iteration 41Q (2221.190000 sec): 3 clusters
  Score: Raw -3622782.691290 + Penalty 3415.807768 = -3619366.883522
  nChanged 5
		SP:Iteration 42Q (2221.270000 sec): 3 clusters
  Score: Raw -3622783.648378 + Penalty 3415.807768 = -3619367.840610
  nChanged 7
		SP:Iteration 43Q (2221.350000 sec): 3 clusters
  Score: Raw -3622784.820227 + Penalty 3415.807768 = -3619369.012459
  nChanged 6
		SP:Iteration 44Q (2221.430000 sec): 3 clusters
  Score: Raw -3622785.888554 + Penalty 3415.807768 = -3619370.080786
  nChanged 5
		SP:Iteration 45Q (2221.510000 sec): 3 clusters
  Score: Raw -3622786.664925 + Penalty 3415.807768 = -3619370.857157
  nChanged 5
		SP:Iteration 46Q (2221.590000 sec): 3 clusters
  Score: Raw -3622787.175358 + Penalty 3415.807768 = -3619371.367590
  nChanged 4
		SP:Iteration 47Q (2221.670000 sec): 3 clusters
  Score: Raw -3622787.701134 + Penalty 3415.807768 = -3619371.893366
  nChanged 4
		SP:Iteration 48Q (2221.740000 sec): 3 clusters
  Score: Raw -3622788.260584 + Penalty 3415.807768 = -3619372.452816
  nChanged 3
		SP:Iteration 49Q (2221.820000 sec): 3 clusters
  Score: Raw -3622788.626616 + Penalty 3415.807768 = -3619372.818848
  nChanged 2
		SP:Iteration 50Q (2221.900000 sec): 3 clusters
  Score: Raw -3622788.769569 + Penalty 3415.807768 = -3619372.961801
  nChanged 2
		SP:Iteration 51Q (2221.980000 sec): 3 clusters
  Score: Raw -3622789.082205 + Penalty 3415.807768 = -3619373.274437
  nChanged 1
		SP:Iteration 52Q (2222.070000 sec): 3 clusters
  Score: Raw -3622789.309668 + Penalty 3415.807768 = -3619373.501899
  nChanged 1
		SP:Iteration 53Q (2222.150000 sec): 3 clusters
  Score: Raw -3622789.393283 + Penalty 3415.807768 = -3619373.585515
  nChanged 0
		SP:Iteration 54F (2222.260000 sec): 3 clusters
  Score: Raw -3622789.393283 + Penalty 3415.807768 = -3619373.585515
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 31 (3738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2222.300000 sec): 2 clusters
  Score: Raw -352393.904388 + Penalty 1336.774723 = -351057.129665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2222.310000 sec): 3 clusters
  Score: Raw -350609.628833 + Penalty 2673.549446 = -347936.079387
  nChanged 1439
		SP:Iteration 1F (2222.320000 sec): 3 clusters
  Score: Raw -351591.788658 + Penalty 2673.549446 = -348918.239212
  nChanged 340
		SP:Iteration 2F (2222.330000 sec): 3 clusters
  Score: Raw -351887.551181 + Penalty 2673.549446 = -349214.001735
  nChanged 253
		SP:Iteration 3F (2222.340000 sec): 3 clusters
  Score: Raw -352097.855486 + Penalty 2673.549446 = -349424.306040
  nChanged 196
		SP:Iteration 4F (2222.350000 sec): 3 clusters
  Score: Raw -352254.613003 + Penalty 2673.549446 = -349581.063557
  nChanged 168
		SP:Iteration 5Q (2222.360000 sec): 3 clusters
  Score: Raw -352388.663021 + Penalty 2673.549446 = -349715.113575
  nChanged 157
		SP:Iteration 6Q (2222.370000 sec): 3 clusters
  Score: Raw -352533.557168 + Penalty 2673.549446 = -349860.007721
  nChanged 173
		SP:Iteration 7Q (2222.380000 sec): 3 clusters
  Score: Raw -352708.547385 + Penalty 2673.549446 = -350034.997939
  nChanged 159
		SP:Iteration 8Q (2222.380000 sec): 3 clusters
  Score: Raw -352861.384737 + Penalty 2673.549446 = -350187.835291
  nChanged 152
		SP:Iteration 9Q (2222.400000 sec): 3 clusters
  Score: Raw -352985.242912 + Penalty 2673.549446 = -350311.693466
  nChanged 116
		SP:Iteration 10Q (2222.400000 sec): 3 clusters
  Score: Raw -353089.847789 + Penalty 2673.549446 = -350416.298343
  nChanged 94
		SP:Iteration 11Q (2222.420000 sec): 3 clusters
  Score: Raw -353176.734091 + Penalty 2673.549446 = -350503.184644
  nChanged 81
		SP:Iteration 12Q (2222.420000 sec): 3 clusters
  Score: Raw -353254.708183 + Penalty 2673.549446 = -350581.158737
  nChanged 79
		SP:Iteration 13Q (2222.430000 sec): 3 clusters
  Score: Raw -353321.007227 + Penalty 2673.549446 = -350647.457781
  nChanged 61
		SP:Iteration 14Q (2222.440000 sec): 3 clusters
  Score: Raw -353373.952405 + Penalty 2673.549446 = -350700.402959
  nChanged 50
		SP:Iteration 15Q (2222.450000 sec): 3 clusters
  Score: Raw -353415.408351 + Penalty 2673.549446 = -350741.858905
  nChanged 50
		SP:Iteration 16Q (2222.460000 sec): 3 clusters
  Score: Raw -353476.665352 + Penalty 2673.549446 = -350803.115906
  nChanged 40
		SP:Iteration 17Q (2222.460000 sec): 3 clusters
  Score: Raw -353525.010300 + Penalty 2673.549446 = -350851.460854
  nChanged 37
		SP:Iteration 18Q (2222.470000 sec): 3 clusters
  Score: Raw -353555.526102 + Penalty 2673.549446 = -350881.976656
  nChanged 27
		SP:Iteration 19Q (2222.480000 sec): 3 clusters
  Score: Raw -353582.278599 + Penalty 2673.549446 = -350908.729152
  nChanged 29
		SP:Iteration 20F (2222.490000 sec): 3 clusters
  Score: Raw -353610.787152 + Penalty 2673.549446 = -350937.237705
  nChanged 28
		SP:Iteration 21Q (2222.500000 sec): 3 clusters
  Score: Raw -353638.887100 + Penalty 2673.549446 = -350965.337654
  nChanged 27
		SP:Iteration 22Q (2222.510000 sec): 3 clusters
  Score: Raw -353666.059412 + Penalty 2673.549446 = -350992.509966
  nChanged 16
		SP:Iteration 23Q (2222.520000 sec): 3 clusters
  Score: Raw -353684.579846 + Penalty 2673.549446 = -351011.030400
  nChanged 21
		SP:Iteration 24Q (2222.520000 sec): 3 clusters
  Score: Raw -353706.058080 + Penalty 2673.549446 = -351032.508634
  nChanged 22
		SP:Iteration 25Q (2222.530000 sec): 3 clusters
  Score: Raw -353730.246263 + Penalty 2673.549446 = -351056.696817
  nChanged 19
		SP:Iteration 26Q (2222.540000 sec): 3 clusters
  Score: Raw -353749.365893 + Penalty 2673.549446 = -351075.816447
  nChanged 17
		SP:Iteration 27Q (2222.540000 sec): 3 clusters
  Score: Raw -353769.096849 + Penalty 2673.549446 = -351095.547403
  nChanged 17
		SP:Iteration 28Q (2222.550000 sec): 3 clusters
  Score: Raw -353791.253997 + Penalty 2673.549446 = -351117.704551
  nChanged 11
		SP:Iteration 29Q (2222.560000 sec): 3 clusters
  Score: Raw -353805.312248 + Penalty 2673.549446 = -351131.762802
  nChanged 13
		SP:Iteration 30Q (2222.570000 sec): 3 clusters
  Score: Raw -353821.971033 + Penalty 2673.549446 = -351148.421587
  nChanged 10
		SP:Iteration 31Q (2222.570000 sec): 3 clusters
  Score: Raw -353834.318501 + Penalty 2673.549446 = -351160.769055
  nChanged 14
		SP:Iteration 32Q (2222.580000 sec): 3 clusters
  Score: Raw -353852.235696 + Penalty 2673.549446 = -351178.686250
  nChanged 12
		SP:Iteration 33Q (2222.590000 sec): 3 clusters
  Score: Raw -353874.386139 + Penalty 2673.549446 = -351200.836693
  nChanged 15
		SP:Iteration 34Q (2222.600000 sec): 3 clusters
  Score: Raw -353914.322228 + Penalty 2673.549446 = -351240.772782
  nChanged 24
		SP:Iteration 35Q (2222.600000 sec): 3 clusters
  Score: Raw -354002.939939 + Penalty 2673.549446 = -351329.390493
  nChanged 20
		SP:Iteration 36Q (2222.610000 sec): 3 clusters
  Score: Raw -354103.699583 + Penalty 2673.549446 = -351430.150137
  nChanged 7
		SP:Iteration 37Q (2222.620000 sec): 3 clusters
  Score: Raw -354113.283009 + Penalty 2673.549446 = -351439.733562
  nChanged 2
		SP:Iteration 38Q (2222.620000 sec): 3 clusters
  Score: Raw -354115.298942 + Penalty 2673.549446 = -351441.749496
  nChanged 0
		SP:Iteration 39F (2222.630000 sec): 3 clusters
  Score: Raw -354115.298942 + Penalty 2673.549446 = -351441.749496
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2222.640000 sec): 2 clusters
  Score: Raw -58337.198858 + Penalty 1067.540731 = -57269.658128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2222.640000 sec): 3 clusters
  Score: Raw -58180.887358 + Penalty 2135.081462 = -56045.805897
  nChanged 195
		SP:Iteration 1F (2222.650000 sec): 3 clusters
  Score: Raw -58484.250896 + Penalty 2135.081462 = -56349.169434
  nChanged 78
		SP:Iteration 2F (2222.650000 sec): 3 clusters
  Score: Raw -58631.213280 + Penalty 2135.081462 = -56496.131818
  nChanged 42
		SP:Iteration 3F (2222.650000 sec): 3 clusters
  Score: Raw -58719.756249 + Penalty 2135.081462 = -56584.674787
  nChanged 25
		SP:Iteration 4Q (2222.650000 sec): 3 clusters
  Score: Raw -58773.049133 + Penalty 2135.081462 = -56637.967671
  nChanged 23
		SP:Iteration 5Q (2222.660000 sec): 3 clusters
  Score: Raw -58835.778400 + Penalty 2135.081462 = -56700.696938
  nChanged 22
		SP:Iteration 6Q (2222.660000 sec): 3 clusters
  Score: Raw -58891.045443 + Penalty 2135.081462 = -56755.963982
  nChanged 9
		SP:Iteration 7Q (2222.660000 sec): 3 clusters
  Score: Raw -58907.697305 + Penalty 2135.081462 = -56772.615843
  nChanged 2
		SP:Iteration 8Q (2222.660000 sec): 3 clusters
  Score: Raw -58912.068569 + Penalty 2135.081462 = -56776.987107
  nChanged 2
		SP:Iteration 9Q (2222.660000 sec): 3 clusters
  Score: Raw -58916.519600 + Penalty 2135.081462 = -56781.438138
  nChanged 2
		SP:Iteration 10Q (2222.660000 sec): 3 clusters
  Score: Raw -58921.089664 + Penalty 2135.081462 = -56786.008202
  nChanged 2
		SP:Iteration 11Q (2222.660000 sec): 3 clusters
  Score: Raw -58925.239285 + Penalty 2135.081462 = -56790.157824
  nChanged 2
		SP:Iteration 12Q (2222.670000 sec): 3 clusters
  Score: Raw -58929.293490 + Penalty 2135.081462 = -56794.212029
  nChanged 1
		SP:Iteration 13Q (2222.670000 sec): 3 clusters
  Score: Raw -58931.400289 + Penalty 2135.081462 = -56796.318827
  nChanged 1
		SP:Iteration 14Q (2222.670000 sec): 3 clusters
  Score: Raw -58931.848690 + Penalty 2135.081462 = -56796.767229
  nChanged 0
		SP:Iteration 15F (2222.670000 sec): 3 clusters
  Score: Raw -58931.848690 + Penalty 2135.081462 = -56796.767229
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 33 (1746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2222.680000 sec): 2 clusters
  Score: Raw -155843.037591 + Penalty 1213.075945 = -154629.961646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2222.680000 sec): 3 clusters
  Score: Raw -155133.160170 + Penalty 2426.151889 = -152707.008280
  nChanged 636
		SP:Iteration 1F (2222.690000 sec): 3 clusters
  Score: Raw -155706.881864 + Penalty 2426.151889 = -153280.729975
  nChanged 186
		SP:Iteration 2F (2222.690000 sec): 3 clusters
  Score: Raw -155999.452719 + Penalty 2426.151889 = -153573.300830
  nChanged 151
		SP:Iteration 3F (2222.700000 sec): 3 clusters
  Score: Raw -156231.125899 + Penalty 2426.151889 = -153804.974009
  nChanged 115
		SP:Iteration 4F (2222.700000 sec): 3 clusters
  Score: Raw -156375.627674 + Penalty 2426.151889 = -153949.475785
  nChanged 72
		SP:Iteration 5Q (2222.710000 sec): 3 clusters
  Score: Raw -156454.212192 + Penalty 2426.151889 = -154028.060303
  nChanged 55
		SP:Iteration 6Q (2222.710000 sec): 3 clusters
  Score: Raw -156516.344978 + Penalty 2426.151889 = -154090.193089
  nChanged 48
		SP:Iteration 7Q (2222.720000 sec): 3 clusters
  Score: Raw -156575.298322 + Penalty 2426.151889 = -154149.146432
  nChanged 44
		SP:Iteration 8Q (2222.720000 sec): 3 clusters
  Score: Raw -156643.319068 + Penalty 2426.151889 = -154217.167179
  nChanged 36
		SP:Iteration 9Q (2222.720000 sec): 3 clusters
  Score: Raw -156704.769812 + Penalty 2426.151889 = -154278.617923
  nChanged 27
		SP:Iteration 10Q (2222.730000 sec): 3 clusters
  Score: Raw -156744.110401 + Penalty 2426.151889 = -154317.958512
  nChanged 18
		SP:Iteration 11Q (2222.730000 sec): 3 clusters
  Score: Raw -156761.810548 + Penalty 2426.151889 = -154335.658659
  nChanged 11
		SP:Iteration 12Q (2222.740000 sec): 3 clusters
  Score: Raw -156769.432934 + Penalty 2426.151889 = -154343.281045
  nChanged 7
		SP:Iteration 13Q (2222.740000 sec): 3 clusters
  Score: Raw -156776.317613 + Penalty 2426.151889 = -154350.165724
  nChanged 8
		SP:Iteration 14Q (2222.740000 sec): 3 clusters
  Score: Raw -156780.351094 + Penalty 2426.151889 = -154354.199205
  nChanged 4
		SP:Iteration 15Q (2222.750000 sec): 3 clusters
  Score: Raw -156782.731953 + Penalty 2426.151889 = -154356.580063
  nChanged 3
		SP:Iteration 16Q (2222.750000 sec): 3 clusters
  Score: Raw -156785.365493 + Penalty 2426.151889 = -154359.213603
  nChanged 2
		SP:Iteration 17Q (2222.760000 sec): 3 clusters
  Score: Raw -156787.270377 + Penalty 2426.151889 = -154361.118488
  nChanged 2
		SP:Iteration 18Q (2222.760000 sec): 3 clusters
  Score: Raw -156788.032464 + Penalty 2426.151889 = -154361.880575
  nChanged 1
		SP:Iteration 19Q (2222.760000 sec): 3 clusters
  Score: Raw -156788.320246 + Penalty 2426.151889 = -154362.168357
  nChanged 1
		SP:Iteration 20F (2222.770000 sec): 3 clusters
  Score: Raw -156788.760168 + Penalty 2426.151889 = -154362.608279
  nChanged 1
		SP:Iteration 21Q (2222.770000 sec): 3 clusters
  Score: Raw -156789.633562 + Penalty 2426.151889 = -154363.481673
  nChanged 1
		SP:Iteration 22Q (2222.780000 sec): 3 clusters
  Score: Raw -156789.961574 + Penalty 2426.151889 = -154363.809685
  nChanged 0
		SP:Iteration 23F (2222.780000 sec): 3 clusters
  Score: Raw -156789.961574 + Penalty 2426.151889 = -154363.809685
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 34 (116377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2223.220000 sec): 2 clusters
  Score: Raw -11968829.537789 + Penalty 1895.495908 = -11966934.041881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2223.550000 sec): 3 clusters
  Score: Raw -11892726.134408 + Penalty 3790.991815 = -11888935.142593
  nChanged 55872
		SP:Iteration 1F (2223.880000 sec): 3 clusters
  Score: Raw -11925318.399684 + Penalty 3790.991815 = -11921527.407869
  nChanged 5017
		SP:Iteration 2Q (2224.210000 sec): 3 clusters
  Score: Raw -11927245.520657 + Penalty 3790.991815 = -11923454.528842
  nChanged 6642
		SP:Iteration 3F (2224.540000 sec): 3 clusters
  Score: Raw -11930840.808171 + Penalty 3790.991815 = -11927049.816356
  nChanged 8677
		SP:Iteration 4F (2224.880000 sec): 3 clusters
  Score: Raw -11936823.582970 + Penalty 3790.991815 = -11933032.591155
  nChanged 9641
		SP:Iteration 5F (2225.210000 sec): 3 clusters
  Score: Raw -11944510.073734 + Penalty 3790.991815 = -11940719.081918
  nChanged 8940
		SP:Iteration 6F (2225.540000 sec): 3 clusters
  Score: Raw -11951665.072040 + Penalty 3790.991815 = -11947874.080225
  nChanged 6903
		SP:Iteration 7F (2225.860000 sec): 3 clusters
  Score: Raw -11957078.139600 + Penalty 3790.991815 = -11953287.147785
  nChanged 4997
		SP:Iteration 8Q (2226.200000 sec): 3 clusters
  Score: Raw -11961093.041902 + Penalty 3790.991815 = -11957302.050087
  nChanged 3659
		SP:Iteration 9Q (2226.540000 sec): 3 clusters
  Score: Raw -11964213.102267 + Penalty 3790.991815 = -11960422.110452
  nChanged 2555
		SP:Iteration 10Q (2226.860000 sec): 3 clusters
  Score: Raw -11966448.904543 + Penalty 3790.991815 = -11962657.912728
  nChanged 1531
		SP:Iteration 11Q (2227.160000 sec): 3 clusters
  Score: Raw -11967750.432172 + Penalty 3790.991815 = -11963959.440357
  nChanged 804
		SP:Iteration 12Q (2227.440000 sec): 3 clusters
  Score: Raw -11968405.418483 + Penalty 3790.991815 = -11964614.426668
  nChanged 385
		SP:Iteration 13Q (2227.720000 sec): 3 clusters
  Score: Raw -11968720.919859 + Penalty 3790.991815 = -11964929.928044
  nChanged 187
		SP:Iteration 14Q (2227.980000 sec): 3 clusters
  Score: Raw -11968869.048263 + Penalty 3790.991815 = -11965078.056448
  nChanged 112
		SP:Iteration 15Q (2228.230000 sec): 3 clusters
  Score: Raw -11968960.932113 + Penalty 3790.991815 = -11965169.940298
  nChanged 54
		SP:Iteration 16Q (2228.490000 sec): 3 clusters
  Score: Raw -11968996.822691 + Penalty 3790.991815 = -11965205.830876
  nChanged 26
		SP:Iteration 17Q (2228.740000 sec): 3 clusters
  Score: Raw -11969023.248277 + Penalty 3790.991815 = -11965232.256462
  nChanged 21
		SP:Iteration 18Q (2228.970000 sec): 3 clusters
  Score: Raw -11969039.448619 + Penalty 3790.991815 = -11965248.456804
  nChanged 13
		SP:Iteration 19Q (2229.200000 sec): 3 clusters
  Score: Raw -11969049.632873 + Penalty 3790.991815 = -11965258.641058
  nChanged 17
		SP:Iteration 20F (2229.520000 sec): 3 clusters
  Score: Raw -11969067.008187 + Penalty 3790.991815 = -11965276.016372
  nChanged 16
		SP:Iteration 21Q (2229.770000 sec): 3 clusters
  Score: Raw -11969078.091434 + Penalty 3790.991815 = -11965287.099619
  nChanged 10
		SP:Iteration 22Q (2230.010000 sec): 3 clusters
  Score: Raw -11969086.013414 + Penalty 3790.991815 = -11965295.021598
  nChanged 5
		SP:Iteration 23Q (2230.250000 sec): 3 clusters
  Score: Raw -11969089.102849 + Penalty 3790.991815 = -11965298.111034
  nChanged 3
		SP:Iteration 24Q (2230.490000 sec): 3 clusters
  Score: Raw -11969091.333128 + Penalty 3790.991815 = -11965300.341313
  nChanged 2
		SP:Iteration 25Q (2230.730000 sec): 3 clusters
  Score: Raw -11969092.300112 + Penalty 3790.991815 = -11965301.308297
  nChanged 1
		SP:Iteration 26Q (2230.980000 sec): 3 clusters
  Score: Raw -11969094.011377 + Penalty 3790.991815 = -11965303.019562
  nChanged 2
		SP:Iteration 27Q (2231.220000 sec): 3 clusters
  Score: Raw -11969095.003090 + Penalty 3790.991815 = -11965304.011275
  nChanged 0
		SP:Iteration 28F (2231.540000 sec): 3 clusters
  Score: Raw -11969095.003090 + Penalty 3790.991815 = -11965304.011275
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 35 (8062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2231.650000 sec): 2 clusters
  Score: Raw -722467.716451 + Penalty 1461.674003 = -721006.042447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2231.670000 sec): 3 clusters
  Score: Raw -718062.868530 + Penalty 2923.348007 = -715139.520524
  nChanged 3429
		SP:Iteration 1F (2231.690000 sec): 3 clusters
  Score: Raw -719885.143843 + Penalty 2923.348007 = -716961.795836
  nChanged 606
		SP:Iteration 2F (2231.710000 sec): 3 clusters
  Score: Raw -720290.646595 + Penalty 2923.348007 = -717367.298588
  nChanged 525
		SP:Iteration 3F (2231.730000 sec): 3 clusters
  Score: Raw -720682.931613 + Penalty 2923.348007 = -717759.583606
  nChanged 509
		SP:Iteration 4F (2231.760000 sec): 3 clusters
  Score: Raw -721016.648941 + Penalty 2923.348007 = -718093.300934
  nChanged 434
		SP:Iteration 5F (2231.780000 sec): 3 clusters
  Score: Raw -721283.969161 + Penalty 2923.348007 = -718360.621154
  nChanged 369
		SP:Iteration 6Q (2231.800000 sec): 3 clusters
  Score: Raw -721483.659445 + Penalty 2923.348007 = -718560.311439
  nChanged 320
		SP:Iteration 7Q (2231.820000 sec): 3 clusters
  Score: Raw -721654.471255 + Penalty 2923.348007 = -718731.123248
  nChanged 281
		SP:Iteration 8Q (2231.840000 sec): 3 clusters
  Score: Raw -721784.688427 + Penalty 2923.348007 = -718861.340421
  nChanged 233
		SP:Iteration 9Q (2231.860000 sec): 3 clusters
  Score: Raw -721883.260544 + Penalty 2923.348007 = -718959.912537
  nChanged 194
		SP:Iteration 10Q (2231.880000 sec): 3 clusters
  Score: Raw -721951.307462 + Penalty 2923.348007 = -719027.959455
  nChanged 149
		SP:Iteration 11Q (2231.900000 sec): 3 clusters
  Score: Raw -721999.947232 + Penalty 2923.348007 = -719076.599225
  nChanged 117
		SP:Iteration 12Q (2231.930000 sec): 3 clusters
  Score: Raw -722037.005214 + Penalty 2923.348007 = -719113.657208
  nChanged 101
		SP:Iteration 13Q (2231.950000 sec): 3 clusters
  Score: Raw -722066.483443 + Penalty 2923.348007 = -719143.135436
  nChanged 94
		SP:Iteration 14Q (2231.970000 sec): 3 clusters
  Score: Raw -722097.982391 + Penalty 2923.348007 = -719174.634384
  nChanged 95
		SP:Iteration 15Q (2231.990000 sec): 3 clusters
  Score: Raw -722121.615284 + Penalty 2923.348007 = -719198.267277
  nChanged 80
		SP:Iteration 16Q (2232.010000 sec): 3 clusters
  Score: Raw -722145.525595 + Penalty 2923.348007 = -719222.177588
  nChanged 86
		SP:Iteration 17Q (2232.030000 sec): 3 clusters
  Score: Raw -722167.046941 + Penalty 2923.348007 = -719243.698935
  nChanged 87
		SP:Iteration 18Q (2232.050000 sec): 3 clusters
  Score: Raw -722193.776888 + Penalty 2923.348007 = -719270.428881
  nChanged 92
		SP:Iteration 19Q (2232.080000 sec): 3 clusters
  Score: Raw -722218.240368 + Penalty 2923.348007 = -719294.892361
  nChanged 83
		SP:Iteration 20F (2232.100000 sec): 3 clusters
  Score: Raw -722239.714219 + Penalty 2923.348007 = -719316.366212
  nChanged 80
		SP:Iteration 21Q (2232.120000 sec): 3 clusters
  Score: Raw -722258.727227 + Penalty 2923.348007 = -719335.379220
  nChanged 70
		SP:Iteration 22Q (2232.140000 sec): 3 clusters
  Score: Raw -722277.751459 + Penalty 2923.348007 = -719354.403453
  nChanged 70
		SP:Iteration 23Q (2232.160000 sec): 3 clusters
  Score: Raw -722309.173651 + Penalty 2923.348007 = -719385.825644
  nChanged 71
		SP:Iteration 24Q (2232.180000 sec): 3 clusters
  Score: Raw -722363.273506 + Penalty 2923.348007 = -719439.925500
  nChanged 132
		SP:Iteration 25Q (2232.200000 sec): 3 clusters
  Score: Raw -722488.705450 + Penalty 2923.348007 = -719565.357443
  nChanged 151
		SP:Iteration 26Q (2232.220000 sec): 3 clusters
  Score: Raw -722590.287282 + Penalty 2923.348007 = -719666.939275
  nChanged 175
		SP:Iteration 27Q (2232.240000 sec): 3 clusters
  Score: Raw -722655.237402 + Penalty 2923.348007 = -719731.889395
  nChanged 120
		SP:Iteration 28Q (2232.260000 sec): 3 clusters
  Score: Raw -722688.580937 + Penalty 2923.348007 = -719765.232930
  nChanged 84
		SP:Iteration 29Q (2232.280000 sec): 3 clusters
  Score: Raw -722711.628227 + Penalty 2923.348007 = -719788.280220
  nChanged 72
		SP:Iteration 30Q (2232.310000 sec): 3 clusters
  Score: Raw -722725.057944 + Penalty 2923.348007 = -719801.709937
  nChanged 55
		SP:Iteration 31Q (2232.330000 sec): 3 clusters
  Score: Raw -722736.751178 + Penalty 2923.348007 = -719813.403172
  nChanged 54
		SP:Iteration 32Q (2232.350000 sec): 3 clusters
  Score: Raw -722746.888172 + Penalty 2923.348007 = -719823.540165
  nChanged 47
		SP:Iteration 33Q (2232.370000 sec): 3 clusters
  Score: Raw -722757.019010 + Penalty 2923.348007 = -719833.671003
  nChanged 45
		SP:Iteration 34Q (2232.390000 sec): 3 clusters
  Score: Raw -722765.637984 + Penalty 2923.348007 = -719842.289977
  nChanged 48
		SP:Iteration 35Q (2232.410000 sec): 3 clusters
  Score: Raw -722776.496610 + Penalty 2923.348007 = -719853.148603
  nChanged 46
		SP:Iteration 36Q (2232.430000 sec): 3 clusters
  Score: Raw -722786.034010 + Penalty 2923.348007 = -719862.686004
  nChanged 42
		SP:Iteration 37Q (2232.450000 sec): 3 clusters
  Score: Raw -722792.814667 + Penalty 2923.348007 = -719869.466661
  nChanged 26
		SP:Iteration 38Q (2232.470000 sec): 3 clusters
  Score: Raw -722796.678185 + Penalty 2923.348007 = -719873.330178
  nChanged 23
		SP:Iteration 39Q (2232.490000 sec): 3 clusters
  Score: Raw -722800.813074 + Penalty 2923.348007 = -719877.465067
  nChanged 19
		SP:Iteration 40F (2232.510000 sec): 3 clusters
  Score: Raw -722804.192658 + Penalty 2923.348007 = -719880.844651
  nChanged 21
		SP:Iteration 41Q (2232.530000 sec): 3 clusters
  Score: Raw -722807.812071 + Penalty 2923.348007 = -719884.464064
  nChanged 19
		SP:Iteration 42Q (2232.560000 sec): 3 clusters
  Score: Raw -722810.626951 + Penalty 2923.348007 = -719887.278944
  nChanged 19
		SP:Iteration 43Q (2232.580000 sec): 3 clusters
  Score: Raw -722813.880590 + Penalty 2923.348007 = -719890.532583
  nChanged 21
		SP:Iteration 44Q (2232.600000 sec): 3 clusters
  Score: Raw -722816.404316 + Penalty 2923.348007 = -719893.056310
  nChanged 18
		SP:Iteration 45Q (2232.620000 sec): 3 clusters
  Score: Raw -722818.669049 + Penalty 2923.348007 = -719895.321043
  nChanged 20
		SP:Iteration 46Q (2232.640000 sec): 3 clusters
  Score: Raw -722821.757533 + Penalty 2923.348007 = -719898.409526
  nChanged 20
		SP:Iteration 47Q (2232.660000 sec): 3 clusters
  Score: Raw -722824.348373 + Penalty 2923.348007 = -719901.000367
  nChanged 21
		SP:Iteration 48Q (2232.680000 sec): 3 clusters
  Score: Raw -722827.807791 + Penalty 2923.348007 = -719904.459784
  nChanged 22
		SP:Iteration 49Q (2232.700000 sec): 3 clusters
  Score: Raw -722831.331306 + Penalty 2923.348007 = -719907.983300
  nChanged 21
		SP:Iteration 50Q (2232.720000 sec): 3 clusters
  Score: Raw -722834.058011 + Penalty 2923.348007 = -719910.710004
  nChanged 19
		SP:Iteration 51Q (2232.740000 sec): 3 clusters
  Score: Raw -722836.772811 + Penalty 2923.348007 = -719913.424804
  nChanged 12
		SP:Iteration 52Q (2232.760000 sec): 3 clusters
  Score: Raw -722838.682403 + Penalty 2923.348007 = -719915.334396
  nChanged 10
		SP:Iteration 53Q (2232.780000 sec): 3 clusters
  Score: Raw -722840.099921 + Penalty 2923.348007 = -719916.751915
  nChanged 11
		SP:Iteration 54Q (2232.810000 sec): 3 clusters
  Score: Raw -722841.246280 + Penalty 2923.348007 = -719917.898273
  nChanged 16
		SP:Iteration 55Q (2232.830000 sec): 3 clusters
  Score: Raw -722842.999742 + Penalty 2923.348007 = -719919.651736
  nChanged 16
		SP:Iteration 56Q (2232.850000 sec): 3 clusters
  Score: Raw -722844.621062 + Penalty 2923.348007 = -719921.273055
  nChanged 12
		SP:Iteration 57Q (2232.870000 sec): 3 clusters
  Score: Raw -722846.195549 + Penalty 2923.348007 = -719922.847543
  nChanged 17
		SP:Iteration 58Q (2232.890000 sec): 3 clusters
  Score: Raw -722849.657580 + Penalty 2923.348007 = -719926.309574
  nChanged 17
		SP:Iteration 59Q (2232.910000 sec): 3 clusters
  Score: Raw -722852.183382 + Penalty 2923.348007 = -719928.835375
  nChanged 16
		SP:Iteration 60F (2232.930000 sec): 3 clusters
  Score: Raw -722855.254371 + Penalty 2923.348007 = -719931.906365
  nChanged 19
		SP:Iteration 61Q (2232.950000 sec): 3 clusters
  Score: Raw -722859.249712 + Penalty 2923.348007 = -719935.901706
  nChanged 23
		SP:Iteration 62Q (2232.980000 sec): 3 clusters
  Score: Raw -722863.436307 + Penalty 2923.348007 = -719940.088300
  nChanged 25
		SP:Iteration 63Q (2233.000000 sec): 3 clusters
  Score: Raw -722868.684979 + Penalty 2923.348007 = -719945.336973
  nChanged 16
		SP:Iteration 64Q (2233.020000 sec): 3 clusters
  Score: Raw -722872.393780 + Penalty 2923.348007 = -719949.045773
  nChanged 19
		SP:Iteration 65Q (2233.040000 sec): 3 clusters
  Score: Raw -722876.061337 + Penalty 2923.348007 = -719952.713330
  nChanged 29
		SP:Iteration 66Q (2233.060000 sec): 3 clusters
  Score: Raw -722881.271328 + Penalty 2923.348007 = -719957.923321
  nChanged 17
		SP:Iteration 67Q (2233.080000 sec): 3 clusters
  Score: Raw -722884.511982 + Penalty 2923.348007 = -719961.163976
  nChanged 17
		SP:Iteration 68Q (2233.100000 sec): 3 clusters
  Score: Raw -722888.123913 + Penalty 2923.348007 = -719964.775906
  nChanged 17
		SP:Iteration 69Q (2233.120000 sec): 3 clusters
  Score: Raw -722890.620617 + Penalty 2923.348007 = -719967.272610
  nChanged 16
		SP:Iteration 70Q (2233.140000 sec): 3 clusters
  Score: Raw -722893.624245 + Penalty 2923.348007 = -719970.276238
  nChanged 18
		SP:Iteration 71Q (2233.160000 sec): 3 clusters
  Score: Raw -722897.912201 + Penalty 2923.348007 = -719974.564194
  nChanged 22
		SP:Iteration 72Q (2233.180000 sec): 3 clusters
  Score: Raw -722901.023819 + Penalty 2923.348007 = -719977.675812
  nChanged 21
		SP:Iteration 73Q (2233.200000 sec): 3 clusters
  Score: Raw -722904.223192 + Penalty 2923.348007 = -719980.875185
  nChanged 10
		SP:Iteration 74Q (2233.220000 sec): 3 clusters
  Score: Raw -722906.393058 + Penalty 2923.348007 = -719983.045052
  nChanged 14
		SP:Iteration 75Q (2233.240000 sec): 3 clusters
  Score: Raw -722908.682190 + Penalty 2923.348007 = -719985.334183
  nChanged 13
		SP:Iteration 76Q (2233.260000 sec): 3 clusters
  Score: Raw -722911.089328 + Penalty 2923.348007 = -719987.741321
  nChanged 14
		SP:Iteration 77Q (2233.280000 sec): 3 clusters
  Score: Raw -722912.957987 + Penalty 2923.348007 = -719989.609980
  nChanged 8
		SP:Iteration 78Q (2233.300000 sec): 3 clusters
  Score: Raw -722914.184767 + Penalty 2923.348007 = -719990.836760
  nChanged 11
		SP:Iteration 79Q (2233.320000 sec): 3 clusters
  Score: Raw -722915.577483 + Penalty 2923.348007 = -719992.229477
  nChanged 12
		SP:Iteration 80F (2233.350000 sec): 3 clusters
  Score: Raw -722917.600440 + Penalty 2923.348007 = -719994.252433
  nChanged 12
		SP:Iteration 81Q (2233.370000 sec): 3 clusters
  Score: Raw -722919.379922 + Penalty 2923.348007 = -719996.031915
  nChanged 7
		SP:Iteration 82Q (2233.390000 sec): 3 clusters
  Score: Raw -722920.067989 + Penalty 2923.348007 = -719996.719982
  nChanged 4
		SP:Iteration 83Q (2233.410000 sec): 3 clusters
  Score: Raw -722920.366723 + Penalty 2923.348007 = -719997.018716
  nChanged 7
		SP:Iteration 84Q (2233.430000 sec): 3 clusters
  Score: Raw -722921.392706 + Penalty 2923.348007 = -719998.044699
  nChanged 9
		SP:Iteration 85Q (2233.450000 sec): 3 clusters
  Score: Raw -722923.260568 + Penalty 2923.348007 = -719999.912561
  nChanged 6
		SP:Iteration 86Q (2233.470000 sec): 3 clusters
  Score: Raw -722923.933278 + Penalty 2923.348007 = -720000.585271
  nChanged 2
		SP:Iteration 87Q (2233.490000 sec): 3 clusters
  Score: Raw -722924.245734 + Penalty 2923.348007 = -720000.897727
  nChanged 2
		SP:Iteration 88Q (2233.520000 sec): 3 clusters
  Score: Raw -722924.601463 + Penalty 2923.348007 = -720001.253456
  nChanged 4
		SP:Iteration 89Q (2233.540000 sec): 3 clusters
  Score: Raw -722925.575742 + Penalty 2923.348007 = -720002.227736
  nChanged 5
		SP:Iteration 90Q (2233.560000 sec): 3 clusters
  Score: Raw -722926.910081 + Penalty 2923.348007 = -720003.562074
  nChanged 7
		SP:Iteration 91Q (2233.580000 sec): 3 clusters
  Score: Raw -722927.953592 + Penalty 2923.348007 = -720004.605585
  nChanged 6
		SP:Iteration 92Q (2233.600000 sec): 3 clusters
  Score: Raw -722928.913851 + Penalty 2923.348007 = -720005.565844
  nChanged 7
		SP:Iteration 93Q (2233.620000 sec): 3 clusters
  Score: Raw -722930.241906 + Penalty 2923.348007 = -720006.893900
  nChanged 7
		SP:Iteration 94Q (2233.640000 sec): 3 clusters
  Score: Raw -722931.146974 + Penalty 2923.348007 = -720007.798968
  nChanged 2
		SP:Iteration 95Q (2233.660000 sec): 3 clusters
  Score: Raw -722931.325760 + Penalty 2923.348007 = -720007.977754
  nChanged 2
		SP:Iteration 96Q (2233.680000 sec): 3 clusters
  Score: Raw -722931.456443 + Penalty 2923.348007 = -720008.108437
  nChanged 0
		SP:Iteration 97F (2233.700000 sec): 3 clusters
  Score: Raw -722931.456443 + Penalty 2923.348007 = -720008.108437
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 36 (3728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2233.720000 sec): 2 clusters
  Score: Raw -379396.962528 + Penalty 1336.339416 = -378060.623112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2233.730000 sec): 3 clusters
  Score: Raw -377518.937563 + Penalty 2672.678832 = -374846.258731
  nChanged 1467
		SP:Iteration 1F (2233.740000 sec): 3 clusters
  Score: Raw -378438.442536 + Penalty 2672.678832 = -375765.763704
  nChanged 380
		SP:Iteration 2F (2233.750000 sec): 3 clusters
  Score: Raw -378807.313324 + Penalty 2672.678832 = -376134.634492
  nChanged 344
		SP:Iteration 3F (2233.760000 sec): 3 clusters
  Score: Raw -379166.271717 + Penalty 2672.678832 = -376493.592885
  nChanged 287
		SP:Iteration 4F (2233.770000 sec): 3 clusters
  Score: Raw -379448.876710 + Penalty 2672.678832 = -376776.197878
  nChanged 206
		SP:Iteration 5F (2233.780000 sec): 3 clusters
  Score: Raw -379637.937079 + Penalty 2672.678832 = -376965.258247
  nChanged 137
		SP:Iteration 6Q (2233.790000 sec): 3 clusters
  Score: Raw -379756.508386 + Penalty 2672.678832 = -377083.829554
  nChanged 110
		SP:Iteration 7Q (2233.800000 sec): 3 clusters
  Score: Raw -379856.176788 + Penalty 2672.678832 = -377183.497955
  nChanged 94
		SP:Iteration 8Q (2233.810000 sec): 3 clusters
  Score: Raw -379943.178948 + Penalty 2672.678832 = -377270.500115
  nChanged 74
		SP:Iteration 9Q (2233.820000 sec): 3 clusters
  Score: Raw -380018.243566 + Penalty 2672.678832 = -377345.564734
  nChanged 73
		SP:Iteration 10Q (2233.830000 sec): 3 clusters
  Score: Raw -380086.510250 + Penalty 2672.678832 = -377413.831417
  nChanged 62
		SP:Iteration 11Q (2233.840000 sec): 3 clusters
  Score: Raw -380135.249637 + Penalty 2672.678832 = -377462.570805
  nChanged 57
		SP:Iteration 12Q (2233.850000 sec): 3 clusters
  Score: Raw -380173.769714 + Penalty 2672.678832 = -377501.090882
  nChanged 37
		SP:Iteration 13Q (2233.860000 sec): 3 clusters
  Score: Raw -380189.826486 + Penalty 2672.678832 = -377517.147654
  nChanged 29
		SP:Iteration 14Q (2233.870000 sec): 3 clusters
  Score: Raw -380200.363249 + Penalty 2672.678832 = -377527.684417
  nChanged 21
		SP:Iteration 15Q (2233.880000 sec): 3 clusters
  Score: Raw -380206.995661 + Penalty 2672.678832 = -377534.316829
  nChanged 12
		SP:Iteration 16Q (2233.890000 sec): 3 clusters
  Score: Raw -380211.249326 + Penalty 2672.678832 = -377538.570494
  nChanged 14
		SP:Iteration 17Q (2233.900000 sec): 3 clusters
  Score: Raw -380217.032417 + Penalty 2672.678832 = -377544.353585
  nChanged 11
		SP:Iteration 18Q (2233.900000 sec): 3 clusters
  Score: Raw -380220.052924 + Penalty 2672.678832 = -377547.374092
  nChanged 12
		SP:Iteration 19Q (2233.920000 sec): 3 clusters
  Score: Raw -380222.614901 + Penalty 2672.678832 = -377549.936069
  nChanged 6
		SP:Iteration 20F (2233.920000 sec): 3 clusters
  Score: Raw -380224.370472 + Penalty 2672.678832 = -377551.691640
  nChanged 4
		SP:Iteration 21Q (2233.930000 sec): 3 clusters
  Score: Raw -380225.527728 + Penalty 2672.678832 = -377552.848896
  nChanged 3
		SP:Iteration 22Q (2233.940000 sec): 3 clusters
  Score: Raw -380226.086125 + Penalty 2672.678832 = -377553.407293
  nChanged 3
		SP:Iteration 23Q (2233.950000 sec): 3 clusters
  Score: Raw -380227.005195 + Penalty 2672.678832 = -377554.326363
  nChanged 2
		SP:Iteration 24Q (2233.960000 sec): 3 clusters
  Score: Raw -380227.432882 + Penalty 2672.678832 = -377554.754050
  nChanged 2
		SP:Iteration 25Q (2233.970000 sec): 3 clusters
  Score: Raw -380228.014803 + Penalty 2672.678832 = -377555.335971
  nChanged 4
		SP:Iteration 26Q (2233.980000 sec): 3 clusters
  Score: Raw -380229.046575 + Penalty 2672.678832 = -377556.367743
  nChanged 4
		SP:Iteration 27Q (2233.990000 sec): 3 clusters
  Score: Raw -380229.723550 + Penalty 2672.678832 = -377557.044718
  nChanged 3
		SP:Iteration 28Q (2234.000000 sec): 3 clusters
  Score: Raw -380230.153041 + Penalty 2672.678832 = -377557.474208
  nChanged 0
		SP:Iteration 29F (2234.010000 sec): 3 clusters
  Score: Raw -380230.153041 + Penalty 2672.678832 = -377557.474208
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 37 (8261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2234.040000 sec): 2 clusters
  Score: Raw -766634.367910 + Penalty 1465.636400 = -765168.731510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2234.060000 sec): 3 clusters
  Score: Raw -762159.029930 + Penalty 2931.272800 = -759227.757129
  nChanged 3493
		SP:Iteration 1F (2234.080000 sec): 3 clusters
  Score: Raw -764361.116623 + Penalty 2931.272800 = -761429.843822
  nChanged 739
		SP:Iteration 2F (2234.100000 sec): 3 clusters
  Score: Raw -764912.231378 + Penalty 2931.272800 = -761980.958577
  nChanged 634
		SP:Iteration 3F (2234.130000 sec): 3 clusters
  Score: Raw -765422.950627 + Penalty 2931.272800 = -762491.677826
  nChanged 552
		SP:Iteration 4F (2234.150000 sec): 3 clusters
  Score: Raw -765827.441896 + Penalty 2931.272800 = -762896.169096
  nChanged 431
		SP:Iteration 5F (2234.170000 sec): 3 clusters
  Score: Raw -766086.356672 + Penalty 2931.272800 = -763155.083871
  nChanged 348
		SP:Iteration 6Q (2234.200000 sec): 3 clusters
  Score: Raw -766294.696580 + Penalty 2931.272800 = -763363.423780
  nChanged 330
		SP:Iteration 7Q (2234.220000 sec): 3 clusters
  Score: Raw -766490.098335 + Penalty 2931.272800 = -763558.825535
  nChanged 303
		SP:Iteration 8Q (2234.240000 sec): 3 clusters
  Score: Raw -766692.240082 + Penalty 2931.272800 = -763760.967282
  nChanged 279
		SP:Iteration 9Q (2234.260000 sec): 3 clusters
  Score: Raw -766883.360074 + Penalty 2931.272800 = -763952.087273
  nChanged 282
		SP:Iteration 10Q (2234.280000 sec): 3 clusters
  Score: Raw -767093.394122 + Penalty 2931.272800 = -764162.121321
  nChanged 243
		SP:Iteration 11Q (2234.300000 sec): 3 clusters
  Score: Raw -767270.535318 + Penalty 2931.272800 = -764339.262517
  nChanged 196
		SP:Iteration 12Q (2234.330000 sec): 3 clusters
  Score: Raw -767404.679981 + Penalty 2931.272800 = -764473.407181
  nChanged 179
		SP:Iteration 13Q (2234.350000 sec): 3 clusters
  Score: Raw -767506.901006 + Penalty 2931.272800 = -764575.628206
  nChanged 138
		SP:Iteration 14Q (2234.370000 sec): 3 clusters
  Score: Raw -767575.895192 + Penalty 2931.272800 = -764644.622392
  nChanged 83
		SP:Iteration 15Q (2234.390000 sec): 3 clusters
  Score: Raw -767607.918169 + Penalty 2931.272800 = -764676.645368
  nChanged 50
		SP:Iteration 16Q (2234.410000 sec): 3 clusters
  Score: Raw -767628.502041 + Penalty 2931.272800 = -764697.229240
  nChanged 45
		SP:Iteration 17Q (2234.430000 sec): 3 clusters
  Score: Raw -767647.390304 + Penalty 2931.272800 = -764716.117503
  nChanged 45
		SP:Iteration 18Q (2234.450000 sec): 3 clusters
  Score: Raw -767670.499655 + Penalty 2931.272800 = -764739.226855
  nChanged 39
		SP:Iteration 19Q (2234.460000 sec): 3 clusters
  Score: Raw -767684.845849 + Penalty 2931.272800 = -764753.573048
  nChanged 31
		SP:Iteration 20F (2234.490000 sec): 3 clusters
  Score: Raw -767694.639743 + Penalty 2931.272800 = -764763.366943
  nChanged 27
		SP:Iteration 21Q (2234.510000 sec): 3 clusters
  Score: Raw -767701.988295 + Penalty 2931.272800 = -764770.715495
  nChanged 18
		SP:Iteration 22Q (2234.520000 sec): 3 clusters
  Score: Raw -767706.150720 + Penalty 2931.272800 = -764774.877919
  nChanged 16
		SP:Iteration 23Q (2234.540000 sec): 3 clusters
  Score: Raw -767708.696447 + Penalty 2931.272800 = -764777.423646
  nChanged 10
		SP:Iteration 24Q (2234.560000 sec): 3 clusters
  Score: Raw -767710.597607 + Penalty 2931.272800 = -764779.324806
  nChanged 3
		SP:Iteration 25Q (2234.580000 sec): 3 clusters
  Score: Raw -767711.145423 + Penalty 2931.272800 = -764779.872623
  nChanged 1
		SP:Iteration 26Q (2234.600000 sec): 3 clusters
  Score: Raw -767711.166254 + Penalty 2931.272800 = -764779.893453
  nChanged 0
		SP:Iteration 27F (2234.620000 sec): 3 clusters
  Score: Raw -767711.166254 + Penalty 2931.272800 = -764779.893453
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 38 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2234.630000 sec): 2 clusters
  Score: Raw -16092.082611 + Penalty 843.855488 = -15248.227123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2234.630000 sec): 3 clusters
  Score: Raw -16246.849647 + Penalty 1687.710977 = -14559.138671
  nChanged 32
		SP:Iteration 1F (2234.630000 sec): 3 clusters
  Score: Raw -16347.380726 + Penalty 1687.710977 = -14659.669750
  nChanged 7
		SP:Iteration 2Q (2234.640000 sec): 3 clusters
  Score: Raw -16370.350947 + Penalty 1687.710977 = -14682.639970
  nChanged 7
		SP:Iteration 3Q (2234.640000 sec): 3 clusters
  Score: Raw -16394.828373 + Penalty 1687.710977 = -14707.117397
  nChanged 1
		SP:Iteration 4Q (2234.640000 sec): 3 clusters
  Score: Raw -16397.776573 + Penalty 1687.710977 = -14710.065596
  nChanged 2
		SP:Iteration 5Q (2234.640000 sec): 3 clusters
  Score: Raw -16406.555217 + Penalty 1687.710977 = -14718.844241
  nChanged 2
		SP:Iteration 6Q (2234.640000 sec): 3 clusters
  Score: Raw -16412.614294 + Penalty 1687.710977 = -14724.903317
  nChanged 1
		SP:Iteration 7Q (2234.640000 sec): 3 clusters
  Score: Raw -16414.813041 + Penalty 1687.710977 = -14727.102065
  nChanged 2
		SP:Iteration 8Q (2234.640000 sec): 3 clusters
  Score: Raw -16510.728143 + Penalty 1687.710977 = -14823.017167
  nChanged 3
		SP:Iteration 9Q (2234.640000 sec): 3 clusters
  Score: Raw -16545.330564 + Penalty 1687.710977 = -14857.619588
  nChanged 4
		SP:Iteration 10Q (2234.640000 sec): 3 clusters
  Score: Raw -16565.041829 + Penalty 1687.710977 = -14877.330853
  nChanged 1
		SP:Iteration 11Q (2234.640000 sec): 3 clusters
  Score: Raw -16570.406353 + Penalty 1687.710977 = -14882.695377
  nChanged 1
		SP:Iteration 12Q (2234.640000 sec): 3 clusters
  Score: Raw -16575.962544 + Penalty 1687.710977 = -14888.251567
  nChanged 0
		SP:Iteration 13F (2234.640000 sec): 3 clusters
  Score: Raw -16575.962544 + Penalty 1687.710977 = -14888.251567
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 39 (46341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2234.810000 sec): 2 clusters
  Score: Raw -4750707.566599 + Penalty 1745.864636 = -4748961.701963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2234.940000 sec): 3 clusters
  Score: Raw -4721484.524472 + Penalty 3491.729273 = -4717992.795199
  nChanged 21736
		SP:Iteration 1F (2235.070000 sec): 3 clusters
  Score: Raw -4734090.617134 + Penalty 3491.729273 = -4730598.887861
  nChanged 2441
		SP:Iteration 2F (2235.190000 sec): 3 clusters
  Score: Raw -4735315.077188 + Penalty 3491.729273 = -4731823.347915
  nChanged 2802
		SP:Iteration 3F (2235.320000 sec): 3 clusters
  Score: Raw -4736907.694943 + Penalty 3491.729273 = -4733415.965670
  nChanged 3118
		SP:Iteration 4F (2235.450000 sec): 3 clusters
  Score: Raw -4738850.125824 + Penalty 3491.729273 = -4735358.396551
  nChanged 3325
		SP:Iteration 5F (2235.580000 sec): 3 clusters
  Score: Raw -4741036.469338 + Penalty 3491.729273 = -4737544.740065
  nChanged 3120
		SP:Iteration 6F (2235.710000 sec): 3 clusters
  Score: Raw -4742893.013283 + Penalty 3491.729273 = -4739401.284011
  nChanged 2411
		SP:Iteration 7F (2235.840000 sec): 3 clusters
  Score: Raw -4744177.187442 + Penalty 3491.729273 = -4740685.458170
  nChanged 1905
		SP:Iteration 8Q (2235.970000 sec): 3 clusters
  Score: Raw -4745166.732167 + Penalty 3491.729273 = -4741675.002894
  nChanged 1552
		SP:Iteration 9Q (2236.100000 sec): 3 clusters
  Score: Raw -4746118.291197 + Penalty 3491.729273 = -4742626.561924
  nChanged 1362
		SP:Iteration 10Q (2236.220000 sec): 3 clusters
  Score: Raw -4747009.760134 + Penalty 3491.729273 = -4743518.030861
  nChanged 1224
		SP:Iteration 11Q (2236.350000 sec): 3 clusters
  Score: Raw -4747714.629065 + Penalty 3491.729273 = -4744222.899793
  nChanged 959
		SP:Iteration 12Q (2236.480000 sec): 3 clusters
  Score: Raw -4748142.148085 + Penalty 3491.729273 = -4744650.418812
  nChanged 796
		SP:Iteration 13Q (2236.600000 sec): 3 clusters
  Score: Raw -4748432.773915 + Penalty 3491.729273 = -4744941.044643
  nChanged 705
		SP:Iteration 14Q (2236.720000 sec): 3 clusters
  Score: Raw -4748660.073396 + Penalty 3491.729273 = -4745168.344124
  nChanged 657
		SP:Iteration 15Q (2236.840000 sec): 3 clusters
  Score: Raw -4748850.362579 + Penalty 3491.729273 = -4745358.633306
  nChanged 573
		SP:Iteration 16Q (2236.960000 sec): 3 clusters
  Score: Raw -4748994.832637 + Penalty 3491.729273 = -4745503.103364
  nChanged 518
		SP:Iteration 17Q (2237.080000 sec): 3 clusters
  Score: Raw -4749116.365999 + Penalty 3491.729273 = -4745624.636727
  nChanged 472
		SP:Iteration 18Q (2237.200000 sec): 3 clusters
  Score: Raw -4749221.854980 + Penalty 3491.729273 = -4745730.125708
  nChanged 468
		SP:Iteration 19Q (2237.320000 sec): 3 clusters
  Score: Raw -4749327.440544 + Penalty 3491.729273 = -4745835.711271
  nChanged 443
		SP:Iteration 20F (2237.450000 sec): 3 clusters
  Score: Raw -4749422.751369 + Penalty 3491.729273 = -4745931.022096
  nChanged 412
		SP:Iteration 21Q (2237.560000 sec): 3 clusters
  Score: Raw -4749506.813147 + Penalty 3491.729273 = -4746015.083874
  nChanged 387
		SP:Iteration 22Q (2237.680000 sec): 3 clusters
  Score: Raw -4749586.420133 + Penalty 3491.729273 = -4746094.690860
  nChanged 375
		SP:Iteration 23Q (2237.800000 sec): 3 clusters
  Score: Raw -4749660.284516 + Penalty 3491.729273 = -4746168.555244
  nChanged 342
		SP:Iteration 24Q (2237.920000 sec): 3 clusters
  Score: Raw -4749726.269377 + Penalty 3491.729273 = -4746234.540104
  nChanged 308
		SP:Iteration 25Q (2238.030000 sec): 3 clusters
  Score: Raw -4749781.537782 + Penalty 3491.729273 = -4746289.808510
  nChanged 293
		SP:Iteration 26Q (2238.140000 sec): 3 clusters
  Score: Raw -4749833.596458 + Penalty 3491.729273 = -4746341.867185
  nChanged 286
		SP:Iteration 27Q (2238.260000 sec): 3 clusters
  Score: Raw -4749884.873225 + Penalty 3491.729273 = -4746393.143952
  nChanged 257
		SP:Iteration 28Q (2238.380000 sec): 3 clusters
  Score: Raw -4749927.733477 + Penalty 3491.729273 = -4746436.004204
  nChanged 242
		SP:Iteration 29Q (2238.490000 sec): 3 clusters
  Score: Raw -4749966.341385 + Penalty 3491.729273 = -4746474.612113
  nChanged 219
		SP:Iteration 30Q (2238.600000 sec): 3 clusters
  Score: Raw -4749999.239767 + Penalty 3491.729273 = -4746507.510494
  nChanged 188
		SP:Iteration 31Q (2238.720000 sec): 3 clusters
  Score: Raw -4750026.138597 + Penalty 3491.729273 = -4746534.409325
  nChanged 180
		SP:Iteration 32Q (2238.830000 sec): 3 clusters
  Score: Raw -4750052.142578 + Penalty 3491.729273 = -4746560.413306
  nChanged 163
		SP:Iteration 33Q (2238.940000 sec): 3 clusters
  Score: Raw -4750074.161588 + Penalty 3491.729273 = -4746582.432315
  nChanged 153
		SP:Iteration 34Q (2239.060000 sec): 3 clusters
  Score: Raw -4750093.150378 + Penalty 3491.729273 = -4746601.421106
  nChanged 136
		SP:Iteration 35Q (2239.170000 sec): 3 clusters
  Score: Raw -4750109.621651 + Penalty 3491.729273 = -4746617.892379
  nChanged 132
		SP:Iteration 36Q (2239.280000 sec): 3 clusters
  Score: Raw -4750127.275768 + Penalty 3491.729273 = -4746635.546496
  nChanged 131
		SP:Iteration 37Q (2239.400000 sec): 3 clusters
  Score: Raw -4750143.868547 + Penalty 3491.729273 = -4746652.139274
  nChanged 136
		SP:Iteration 38Q (2239.500000 sec): 3 clusters
  Score: Raw -4750161.213605 + Penalty 3491.729273 = -4746669.484332
  nChanged 124
		SP:Iteration 39Q (2239.620000 sec): 3 clusters
  Score: Raw -4750177.147105 + Penalty 3491.729273 = -4746685.417832
  nChanged 140
		SP:Iteration 40F (2239.750000 sec): 3 clusters
  Score: Raw -4750197.847450 + Penalty 3491.729273 = -4746706.118177
  nChanged 147
		SP:Iteration 41Q (2239.870000 sec): 3 clusters
  Score: Raw -4750221.038538 + Penalty 3491.729273 = -4746729.309265
  nChanged 146
		SP:Iteration 42Q (2239.990000 sec): 3 clusters
  Score: Raw -4750242.889839 + Penalty 3491.729273 = -4746751.160567
  nChanged 145
		SP:Iteration 43Q (2240.100000 sec): 3 clusters
  Score: Raw -4750265.924508 + Penalty 3491.729273 = -4746774.195235
  nChanged 148
		SP:Iteration 44Q (2240.200000 sec): 3 clusters
  Score: Raw -4750287.814881 + Penalty 3491.729273 = -4746796.085609
  nChanged 134
		SP:Iteration 45Q (2240.310000 sec): 3 clusters
  Score: Raw -4750308.654208 + Penalty 3491.729273 = -4746816.924936
  nChanged 156
		SP:Iteration 46Q (2240.420000 sec): 3 clusters
  Score: Raw -4750335.581740 + Penalty 3491.729273 = -4746843.852468
  nChanged 150
		SP:Iteration 47Q (2240.520000 sec): 3 clusters
  Score: Raw -4750362.445636 + Penalty 3491.729273 = -4746870.716363
  nChanged 138
		SP:Iteration 48Q (2240.640000 sec): 3 clusters
  Score: Raw -4750385.048538 + Penalty 3491.729273 = -4746893.319266
  nChanged 128
		SP:Iteration 49Q (2240.740000 sec): 3 clusters
  Score: Raw -4750401.781785 + Penalty 3491.729273 = -4746910.052513
  nChanged 100
		SP:Iteration 50Q (2240.840000 sec): 3 clusters
  Score: Raw -4750415.668269 + Penalty 3491.729273 = -4746923.938996
  nChanged 90
		SP:Iteration 51Q (2240.950000 sec): 3 clusters
  Score: Raw -4750429.006927 + Penalty 3491.729273 = -4746937.277654
  nChanged 111
		SP:Iteration 52Q (2241.050000 sec): 3 clusters
  Score: Raw -4750446.447355 + Penalty 3491.729273 = -4746954.718083
  nChanged 131
		SP:Iteration 53Q (2241.160000 sec): 3 clusters
  Score: Raw -4750471.441103 + Penalty 3491.729273 = -4746979.711830
  nChanged 136
		SP:Iteration 54Q (2241.260000 sec): 3 clusters
  Score: Raw -4750499.980672 + Penalty 3491.729273 = -4747008.251400
  nChanged 146
		SP:Iteration 55Q (2241.360000 sec): 3 clusters
  Score: Raw -4750527.636150 + Penalty 3491.729273 = -4747035.906877
  nChanged 123
		SP:Iteration 56Q (2241.470000 sec): 3 clusters
  Score: Raw -4750549.231733 + Penalty 3491.729273 = -4747057.502460
  nChanged 124
		SP:Iteration 57Q (2241.570000 sec): 3 clusters
  Score: Raw -4750573.606095 + Penalty 3491.729273 = -4747081.876823
  nChanged 137
		SP:Iteration 58Q (2241.670000 sec): 3 clusters
  Score: Raw -4750601.737580 + Penalty 3491.729273 = -4747110.008307
  nChanged 151
		SP:Iteration 59Q (2241.780000 sec): 3 clusters
  Score: Raw -4750633.291485 + Penalty 3491.729273 = -4747141.562212
  nChanged 146
		SP:Iteration 60F (2241.910000 sec): 3 clusters
  Score: Raw -4750663.967715 + Penalty 3491.729273 = -4747172.238443
  nChanged 144
		SP:Iteration 61Q (2242.010000 sec): 3 clusters
  Score: Raw -4750693.993902 + Penalty 3491.729273 = -4747202.264630
  nChanged 136
		SP:Iteration 62Q (2242.110000 sec): 3 clusters
  Score: Raw -4750723.883089 + Penalty 3491.729273 = -4747232.153816
  nChanged 126
		SP:Iteration 63Q (2242.210000 sec): 3 clusters
  Score: Raw -4750756.585616 + Penalty 3491.729273 = -4747264.856343
  nChanged 140
		SP:Iteration 64Q (2242.310000 sec): 3 clusters
  Score: Raw -4750792.812342 + Penalty 3491.729273 = -4747301.083069
  nChanged 128
		SP:Iteration 65Q (2242.420000 sec): 3 clusters
  Score: Raw -4750825.668762 + Penalty 3491.729273 = -4747333.939489
  nChanged 125
		SP:Iteration 66Q (2242.520000 sec): 3 clusters
  Score: Raw -4750858.762932 + Penalty 3491.729273 = -4747367.033659
  nChanged 113
		SP:Iteration 67Q (2242.610000 sec): 3 clusters
  Score: Raw -4750885.833962 + Penalty 3491.729273 = -4747394.104690
  nChanged 101
		SP:Iteration 68Q (2242.710000 sec): 3 clusters
  Score: Raw -4750912.070998 + Penalty 3491.729273 = -4747420.341725
  nChanged 102
		SP:Iteration 69Q (2242.810000 sec): 3 clusters
  Score: Raw -4750942.201353 + Penalty 3491.729273 = -4747450.472080
  nChanged 118
		SP:Iteration 70Q (2242.910000 sec): 3 clusters
  Score: Raw -4750983.107537 + Penalty 3491.729273 = -4747491.378264
  nChanged 117
		SP:Iteration 71Q (2243.010000 sec): 3 clusters
  Score: Raw -4751024.636713 + Penalty 3491.729273 = -4747532.907440
  nChanged 128
		SP:Iteration 72Q (2243.100000 sec): 3 clusters
  Score: Raw -4751066.345718 + Penalty 3491.729273 = -4747574.616446
  nChanged 115
		SP:Iteration 73Q (2243.200000 sec): 3 clusters
  Score: Raw -4751107.284076 + Penalty 3491.729273 = -4747615.554804
  nChanged 106
		SP:Iteration 74Q (2243.300000 sec): 3 clusters
  Score: Raw -4751156.110471 + Penalty 3491.729273 = -4747664.381199
  nChanged 121
		SP:Iteration 75Q (2243.400000 sec): 3 clusters
  Score: Raw -4751221.866116 + Penalty 3491.729273 = -4747730.136844
  nChanged 122
		SP:Iteration 76Q (2243.490000 sec): 3 clusters
  Score: Raw -4751280.910656 + Penalty 3491.729273 = -4747789.181383
  nChanged 113
		SP:Iteration 77Q (2243.590000 sec): 3 clusters
  Score: Raw -4751348.631217 + Penalty 3491.729273 = -4747856.901944
  nChanged 121
		SP:Iteration 78Q (2243.680000 sec): 3 clusters
  Score: Raw -4751413.131025 + Penalty 3491.729273 = -4747921.401753
  nChanged 89
		SP:Iteration 79Q (2243.780000 sec): 3 clusters
  Score: Raw -4751453.681613 + Penalty 3491.729273 = -4747961.952341
  nChanged 77
		SP:Iteration 80F (2243.900000 sec): 3 clusters
  Score: Raw -4751485.556189 + Penalty 3491.729273 = -4747993.826916
  nChanged 75
		SP:Iteration 81Q (2244.000000 sec): 3 clusters
  Score: Raw -4751516.881501 + Penalty 3491.729273 = -4748025.152228
  nChanged 60
		SP:Iteration 82Q (2244.090000 sec): 3 clusters
  Score: Raw -4751533.633757 + Penalty 3491.729273 = -4748041.904484
  nChanged 45
		SP:Iteration 83Q (2244.180000 sec): 3 clusters
  Score: Raw -4751545.649204 + Penalty 3491.729273 = -4748053.919931
  nChanged 42
		SP:Iteration 84Q (2244.280000 sec): 3 clusters
  Score: Raw -4751556.562513 + Penalty 3491.729273 = -4748064.833241
  nChanged 34
		SP:Iteration 85Q (2244.370000 sec): 3 clusters
  Score: Raw -4751563.139123 + Penalty 3491.729273 = -4748071.409851
  nChanged 20
		SP:Iteration 86Q (2244.460000 sec): 3 clusters
  Score: Raw -4751567.421559 + Penalty 3491.729273 = -4748075.692287
  nChanged 15
		SP:Iteration 87Q (2244.550000 sec): 3 clusters
  Score: Raw -4751569.559241 + Penalty 3491.729273 = -4748077.829968
  nChanged 9
		SP:Iteration 88Q (2244.650000 sec): 3 clusters
  Score: Raw -4751570.519247 + Penalty 3491.729273 = -4748078.789975
  nChanged 6
		SP:Iteration 89Q (2244.740000 sec): 3 clusters
  Score: Raw -4751571.254253 + Penalty 3491.729273 = -4748079.524980
  nChanged 9
		SP:Iteration 90Q (2244.840000 sec): 3 clusters
  Score: Raw -4751572.591714 + Penalty 3491.729273 = -4748080.862442
  nChanged 10
		SP:Iteration 91Q (2244.930000 sec): 3 clusters
  Score: Raw -4751574.270350 + Penalty 3491.729273 = -4748082.541077
  nChanged 8
		SP:Iteration 92Q (2245.020000 sec): 3 clusters
  Score: Raw -4751576.158529 + Penalty 3491.729273 = -4748084.429257
  nChanged 15
		SP:Iteration 93Q (2245.120000 sec): 3 clusters
  Score: Raw -4751578.299689 + Penalty 3491.729273 = -4748086.570416
  nChanged 8
		SP:Iteration 94Q (2245.210000 sec): 3 clusters
  Score: Raw -4751579.572661 + Penalty 3491.729273 = -4748087.843388
  nChanged 9
		SP:Iteration 95Q (2245.300000 sec): 3 clusters
  Score: Raw -4751581.392936 + Penalty 3491.729273 = -4748089.663664
  nChanged 11
		SP:Iteration 96Q (2245.400000 sec): 3 clusters
  Score: Raw -4751583.430475 + Penalty 3491.729273 = -4748091.701202
  nChanged 9
		SP:Iteration 97Q (2245.500000 sec): 3 clusters
  Score: Raw -4751584.411876 + Penalty 3491.729273 = -4748092.682603
  nChanged 6
		SP:Iteration 98Q (2245.590000 sec): 3 clusters
  Score: Raw -4751585.771704 + Penalty 3491.729273 = -4748094.042431
  nChanged 11
		SP:Iteration 99Q (2245.680000 sec): 3 clusters
  Score: Raw -4751587.546921 + Penalty 3491.729273 = -4748095.817648
  nChanged 10
		SP:Iteration 100F (2245.810000 sec): 3 clusters
  Score: Raw -4751589.977158 + Penalty 3491.729273 = -4748098.247885
  nChanged 10
		SP:Iteration 101Q (2245.900000 sec): 3 clusters
  Score: Raw -4751591.715693 + Penalty 3491.729273 = -4748099.986420
  nChanged 8
		SP:Iteration 102Q (2246.000000 sec): 3 clusters
  Score: Raw -4751593.402841 + Penalty 3491.729273 = -4748101.673569
  nChanged 11
		SP:Iteration 103Q (2246.100000 sec): 3 clusters
  Score: Raw -4751595.274904 + Penalty 3491.729273 = -4748103.545632
  nChanged 9
		SP:Iteration 104Q (2246.200000 sec): 3 clusters
  Score: Raw -4751596.559790 + Penalty 3491.729273 = -4748104.830517
  nChanged 6
		SP:Iteration 105Q (2246.290000 sec): 3 clusters
  Score: Raw -4751597.321190 + Penalty 3491.729273 = -4748105.591917
  nChanged 2
		SP:Iteration 106Q (2246.390000 sec): 3 clusters
  Score: Raw -4751597.510719 + Penalty 3491.729273 = -4748105.781446
  nChanged 1
		SP:Iteration 107Q (2246.490000 sec): 3 clusters
  Score: Raw -4751597.996901 + Penalty 3491.729273 = -4748106.267628
  nChanged 3
		SP:Iteration 108Q (2246.580000 sec): 3 clusters
  Score: Raw -4751598.612679 + Penalty 3491.729273 = -4748106.883406
  nChanged 4
		SP:Iteration 109Q (2246.670000 sec): 3 clusters
  Score: Raw -4751599.279249 + Penalty 3491.729273 = -4748107.549976
  nChanged 4
		SP:Iteration 110Q (2246.770000 sec): 3 clusters
  Score: Raw -4751600.029600 + Penalty 3491.729273 = -4748108.300327
  nChanged 1
		SP:Iteration 111Q (2246.860000 sec): 3 clusters
  Score: Raw -4751600.229558 + Penalty 3491.729273 = -4748108.500285
  nChanged 1
		SP:Iteration 112Q (2246.950000 sec): 3 clusters
  Score: Raw -4751600.541199 + Penalty 3491.729273 = -4748108.811927
  nChanged 2
		SP:Iteration 113Q (2247.050000 sec): 3 clusters
  Score: Raw -4751601.021808 + Penalty 3491.729273 = -4748109.292535
  nChanged 4
		SP:Iteration 114Q (2247.140000 sec): 3 clusters
  Score: Raw -4751601.777489 + Penalty 3491.729273 = -4748110.048217
  nChanged 3
		SP:Iteration 115Q (2247.230000 sec): 3 clusters
  Score: Raw -4751602.576057 + Penalty 3491.729273 = -4748110.846785
  nChanged 7
		SP:Iteration 116Q (2247.330000 sec): 3 clusters
  Score: Raw -4751603.934464 + Penalty 3491.729273 = -4748112.205192
  nChanged 5
		SP:Iteration 117Q (2247.420000 sec): 3 clusters
  Score: Raw -4751604.544836 + Penalty 3491.729273 = -4748112.815564
  nChanged 2
		SP:Iteration 118Q (2247.510000 sec): 3 clusters
  Score: Raw -4751604.835517 + Penalty 3491.729273 = -4748113.106245
  nChanged 2
		SP:Iteration 119Q (2247.610000 sec): 3 clusters
  Score: Raw -4751605.248441 + Penalty 3491.729273 = -4748113.519168
  nChanged 2
		SP:Iteration 120F (2247.730000 sec): 3 clusters
  Score: Raw -4751605.595960 + Penalty 3491.729273 = -4748113.866687
  nChanged 3
		SP:Iteration 121Q (2247.830000 sec): 3 clusters
  Score: Raw -4751606.051066 + Penalty 3491.729273 = -4748114.321793
  nChanged 2
		SP:Iteration 122Q (2247.920000 sec): 3 clusters
  Score: Raw -4751606.346766 + Penalty 3491.729273 = -4748114.617493
  nChanged 3
		SP:Iteration 123Q (2248.010000 sec): 3 clusters
  Score: Raw -4751606.776584 + Penalty 3491.729273 = -4748115.047312
  nChanged 0
		SP:Iteration 124F (2248.140000 sec): 3 clusters
  Score: Raw -4751606.776584 + Penalty 3491.729273 = -4748115.047312
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 40 (320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2248.170000 sec): 2 clusters
  Score: Raw -28294.640371 + Penalty 937.352162 = -27357.288209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2248.170000 sec): 3 clusters
  Score: Raw -28345.439379 + Penalty 1874.704324 = -26470.735056
  nChanged 56
		SP:Iteration 1F (2248.170000 sec): 3 clusters
  Score: Raw -28461.127626 + Penalty 1874.704324 = -26586.423302
  nChanged 18
		SP:Iteration 2F (2248.170000 sec): 3 clusters
  Score: Raw -28508.657501 + Penalty 1874.704324 = -26633.953178
  nChanged 5
		SP:Iteration 3Q (2248.170000 sec): 3 clusters
  Score: Raw -28524.725289 + Penalty 1874.704324 = -26650.020966
  nChanged 6
		SP:Iteration 4Q (2248.180000 sec): 3 clusters
  Score: Raw -28539.548071 + Penalty 1874.704324 = -26664.843747
  nChanged 2
		SP:Iteration 5Q (2248.180000 sec): 3 clusters
  Score: Raw -28552.097802 + Penalty 1874.704324 = -26677.393479
  nChanged 4
		SP:Iteration 6Q (2248.180000 sec): 3 clusters
  Score: Raw -28566.985013 + Penalty 1874.704324 = -26692.280690
  nChanged 2
		SP:Iteration 7Q (2248.180000 sec): 3 clusters
  Score: Raw -28571.053876 + Penalty 1874.704324 = -26696.349552
  nChanged 2
		SP:Iteration 8Q (2248.180000 sec): 3 clusters
  Score: Raw -28575.754492 + Penalty 1874.704324 = -26701.050169
  nChanged 1
		SP:Iteration 9Q (2248.180000 sec): 3 clusters
  Score: Raw -28576.515055 + Penalty 1874.704324 = -26701.810731
  nChanged 0
		SP:Iteration 10F (2248.180000 sec): 3 clusters
  Score: Raw -28576.515055 + Penalty 1874.704324 = -26701.810731
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 41 (3845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2248.200000 sec): 2 clusters
  Score: Raw -363875.018489 + Penalty 1341.360943 = -362533.657546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2248.210000 sec): 3 clusters
  Score: Raw -362017.393446 + Penalty 2682.721887 = -359334.671559
  nChanged 1462
		SP:Iteration 1F (2248.210000 sec): 3 clusters
  Score: Raw -363117.803620 + Penalty 2682.721887 = -360435.081734
  nChanged 362
		SP:Iteration 2F (2248.230000 sec): 3 clusters
  Score: Raw -363442.898489 + Penalty 2682.721887 = -360760.176602
  nChanged 249
		SP:Iteration 3F (2248.230000 sec): 3 clusters
  Score: Raw -363674.000909 + Penalty 2682.721887 = -360991.279022
  nChanged 236
		SP:Iteration 4F (2248.250000 sec): 3 clusters
  Score: Raw -363935.610828 + Penalty 2682.721887 = -361252.888942
  nChanged 240
		SP:Iteration 5F (2248.250000 sec): 3 clusters
  Score: Raw -364225.230910 + Penalty 2682.721887 = -361542.509024
  nChanged 195
		SP:Iteration 6F (2248.270000 sec): 3 clusters
  Score: Raw -364432.586163 + Penalty 2682.721887 = -361749.864276
  nChanged 149
		SP:Iteration 7Q (2248.270000 sec): 3 clusters
  Score: Raw -364566.527816 + Penalty 2682.721887 = -361883.805929
  nChanged 117
		SP:Iteration 8Q (2248.280000 sec): 3 clusters
  Score: Raw -364642.296629 + Penalty 2682.721887 = -361959.574742
  nChanged 97
		SP:Iteration 9Q (2248.290000 sec): 3 clusters
  Score: Raw -364703.415301 + Penalty 2682.721887 = -362020.693414
  nChanged 70
		SP:Iteration 10Q (2248.300000 sec): 3 clusters
  Score: Raw -364743.929720 + Penalty 2682.721887 = -362061.207833
  nChanged 54
		SP:Iteration 11Q (2248.310000 sec): 3 clusters
  Score: Raw -364771.161807 + Penalty 2682.721887 = -362088.439920
  nChanged 36
		SP:Iteration 12Q (2248.320000 sec): 3 clusters
  Score: Raw -364786.941074 + Penalty 2682.721887 = -362104.219187
  nChanged 30
		SP:Iteration 13Q (2248.330000 sec): 3 clusters
  Score: Raw -364799.443622 + Penalty 2682.721887 = -362116.721736
  nChanged 30
		SP:Iteration 14Q (2248.340000 sec): 3 clusters
  Score: Raw -364816.434322 + Penalty 2682.721887 = -362133.712435
  nChanged 33
		SP:Iteration 15Q (2248.350000 sec): 3 clusters
  Score: Raw -364833.638656 + Penalty 2682.721887 = -362150.916770
  nChanged 36
		SP:Iteration 16Q (2248.350000 sec): 3 clusters
  Score: Raw -364850.862733 + Penalty 2682.721887 = -362168.140846
  nChanged 42
		SP:Iteration 17Q (2248.370000 sec): 3 clusters
  Score: Raw -364871.799067 + Penalty 2682.721887 = -362189.077180
  nChanged 38
		SP:Iteration 18Q (2248.370000 sec): 3 clusters
  Score: Raw -364888.573616 + Penalty 2682.721887 = -362205.851729
  nChanged 37
		SP:Iteration 19Q (2248.380000 sec): 3 clusters
  Score: Raw -364908.158168 + Penalty 2682.721887 = -362225.436281
  nChanged 36
		SP:Iteration 20F (2248.390000 sec): 3 clusters
  Score: Raw -364926.633203 + Penalty 2682.721887 = -362243.911316
  nChanged 33
		SP:Iteration 21Q (2248.400000 sec): 3 clusters
  Score: Raw -364941.830679 + Penalty 2682.721887 = -362259.108792
  nChanged 30
		SP:Iteration 22Q (2248.410000 sec): 3 clusters
  Score: Raw -364954.699413 + Penalty 2682.721887 = -362271.977526
  nChanged 22
		SP:Iteration 23Q (2248.420000 sec): 3 clusters
  Score: Raw -364962.526422 + Penalty 2682.721887 = -362279.804535
  nChanged 16
		SP:Iteration 24Q (2248.430000 sec): 3 clusters
  Score: Raw -364969.052942 + Penalty 2682.721887 = -362286.331055
  nChanged 20
		SP:Iteration 25Q (2248.440000 sec): 3 clusters
  Score: Raw -364976.813979 + Penalty 2682.721887 = -362294.092093
  nChanged 14
		SP:Iteration 26Q (2248.450000 sec): 3 clusters
  Score: Raw -364981.245793 + Penalty 2682.721887 = -362298.523906
  nChanged 8
		SP:Iteration 27Q (2248.450000 sec): 3 clusters
  Score: Raw -364983.785082 + Penalty 2682.721887 = -362301.063195
  nChanged 3
		SP:Iteration 28Q (2248.470000 sec): 3 clusters
  Score: Raw -364984.194108 + Penalty 2682.721887 = -362301.472221
  nChanged 2
		SP:Iteration 29Q (2248.470000 sec): 3 clusters
  Score: Raw -364984.625790 + Penalty 2682.721887 = -362301.903904
  nChanged 2
		SP:Iteration 30Q (2248.480000 sec): 3 clusters
  Score: Raw -364985.040018 + Penalty 2682.721887 = -362302.318131
  nChanged 2
		SP:Iteration 31Q (2248.490000 sec): 3 clusters
  Score: Raw -364985.496706 + Penalty 2682.721887 = -362302.774820
  nChanged 0
		SP:Iteration 32F (2248.500000 sec): 3 clusters
  Score: Raw -364985.496706 + Penalty 2682.721887 = -362302.774820
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 42 (2469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2248.510000 sec): 2 clusters
  Score: Raw -235892.981830 + Penalty 1269.379880 = -234623.601951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2248.520000 sec): 3 clusters
  Score: Raw -234785.620963 + Penalty 2538.759759 = -232246.861204
  nChanged 889
		SP:Iteration 1F (2248.530000 sec): 3 clusters
  Score: Raw -235342.596906 + Penalty 2538.759759 = -232803.837147
  nChanged 215
		SP:Iteration 2F (2248.530000 sec): 3 clusters
  Score: Raw -235488.263755 + Penalty 2538.759759 = -232949.503996
  nChanged 124
		SP:Iteration 3F (2248.540000 sec): 3 clusters
  Score: Raw -235563.728891 + Penalty 2538.759759 = -233024.969132
  nChanged 79
		SP:Iteration 4Q (2248.550000 sec): 3 clusters
  Score: Raw -235602.413192 + Penalty 2538.759759 = -233063.653433
  nChanged 55
		SP:Iteration 5Q (2248.550000 sec): 3 clusters
  Score: Raw -235633.819702 + Penalty 2538.759759 = -233095.059943
  nChanged 47
		SP:Iteration 6Q (2248.560000 sec): 3 clusters
  Score: Raw -235660.035256 + Penalty 2538.759759 = -233121.275497
  nChanged 44
		SP:Iteration 7Q (2248.570000 sec): 3 clusters
  Score: Raw -235680.854586 + Penalty 2538.759759 = -233142.094827
  nChanged 33
		SP:Iteration 8Q (2248.570000 sec): 3 clusters
  Score: Raw -235694.375847 + Penalty 2538.759759 = -233155.616088
  nChanged 30
		SP:Iteration 9Q (2248.580000 sec): 3 clusters
  Score: Raw -235705.621648 + Penalty 2538.759759 = -233166.861889
  nChanged 25
		SP:Iteration 10Q (2248.580000 sec): 3 clusters
  Score: Raw -235717.504659 + Penalty 2538.759759 = -233178.744900
  nChanged 30
		SP:Iteration 11Q (2248.590000 sec): 3 clusters
  Score: Raw -235731.060890 + Penalty 2538.759759 = -233192.301131
  nChanged 20
		SP:Iteration 12Q (2248.600000 sec): 3 clusters
  Score: Raw -235738.451757 + Penalty 2538.759759 = -233199.691998
  nChanged 16
		SP:Iteration 13Q (2248.600000 sec): 3 clusters
  Score: Raw -235746.107175 + Penalty 2538.759759 = -233207.347416
  nChanged 13
		SP:Iteration 14Q (2248.610000 sec): 3 clusters
  Score: Raw -235752.006321 + Penalty 2538.759759 = -233213.246562
  nChanged 10
		SP:Iteration 15Q (2248.610000 sec): 3 clusters
  Score: Raw -235756.145310 + Penalty 2538.759759 = -233217.385550
  nChanged 13
		SP:Iteration 16Q (2248.620000 sec): 3 clusters
  Score: Raw -235762.250461 + Penalty 2538.759759 = -233223.490702
  nChanged 11
		SP:Iteration 17Q (2248.630000 sec): 3 clusters
  Score: Raw -235765.588152 + Penalty 2538.759759 = -233226.828393
  nChanged 11
		SP:Iteration 18Q (2248.630000 sec): 3 clusters
  Score: Raw -235770.193356 + Penalty 2538.759759 = -233231.433597
  nChanged 13
		SP:Iteration 19Q (2248.640000 sec): 3 clusters
  Score: Raw -235776.259916 + Penalty 2538.759759 = -233237.500157
  nChanged 17
		SP:Iteration 20F (2248.650000 sec): 3 clusters
  Score: Raw -235785.657214 + Penalty 2538.759759 = -233246.897455
  nChanged 14
		SP:Iteration 21Q (2248.660000 sec): 3 clusters
  Score: Raw -235791.526135 + Penalty 2538.759759 = -233252.766376
  nChanged 11
		SP:Iteration 22Q (2248.660000 sec): 3 clusters
  Score: Raw -235797.205905 + Penalty 2538.759759 = -233258.446146
  nChanged 15
		SP:Iteration 23Q (2248.670000 sec): 3 clusters
  Score: Raw -235802.593292 + Penalty 2538.759759 = -233263.833533
  nChanged 15
		SP:Iteration 24Q (2248.680000 sec): 3 clusters
  Score: Raw -235810.302098 + Penalty 2538.759759 = -233271.542339
  nChanged 15
		SP:Iteration 25Q (2248.680000 sec): 3 clusters
  Score: Raw -235820.187645 + Penalty 2538.759759 = -233281.427886
  nChanged 24
		SP:Iteration 26Q (2248.690000 sec): 3 clusters
  Score: Raw -235831.866946 + Penalty 2538.759759 = -233293.107187
  nChanged 26
		SP:Iteration 27Q (2248.700000 sec): 3 clusters
  Score: Raw -235853.150981 + Penalty 2538.759759 = -233314.391222
  nChanged 39
		SP:Iteration 28Q (2248.700000 sec): 3 clusters
  Score: Raw -235887.280208 + Penalty 2538.759759 = -233348.520449
  nChanged 43
		SP:Iteration 29Q (2248.710000 sec): 3 clusters
  Score: Raw -235919.843543 + Penalty 2538.759759 = -233381.083784
  nChanged 51
		SP:Iteration 30Q (2248.720000 sec): 3 clusters
  Score: Raw -235959.483680 + Penalty 2538.759759 = -233420.723921
  nChanged 52
		SP:Iteration 31Q (2248.720000 sec): 3 clusters
  Score: Raw -236007.607812 + Penalty 2538.759759 = -233468.848053
  nChanged 64
		SP:Iteration 32Q (2248.730000 sec): 3 clusters
  Score: Raw -236075.481003 + Penalty 2538.759759 = -233536.721244
  nChanged 70
		SP:Iteration 33Q (2248.730000 sec): 3 clusters
  Score: Raw -236150.290462 + Penalty 2538.759759 = -233611.530703
  nChanged 78
		SP:Iteration 34Q (2248.740000 sec): 3 clusters
  Score: Raw -236255.319597 + Penalty 2538.759759 = -233716.559838
  nChanged 92
		SP:Iteration 35Q (2248.740000 sec): 3 clusters
  Score: Raw -236395.333226 + Penalty 2538.759759 = -233856.573467
  nChanged 99
		SP:Iteration 36Q (2248.750000 sec): 3 clusters
  Score: Raw -236534.810879 + Penalty 2538.759759 = -233996.051120
  nChanged 66
		SP:Iteration 37Q (2248.760000 sec): 3 clusters
  Score: Raw -236613.831635 + Penalty 2538.759759 = -234075.071876
  nChanged 51
		SP:Iteration 38Q (2248.760000 sec): 3 clusters
  Score: Raw -236677.161498 + Penalty 2538.759759 = -234138.401739
  nChanged 48
		SP:Iteration 39Q (2248.760000 sec): 3 clusters
  Score: Raw -236735.632237 + Penalty 2538.759759 = -234196.872478
  nChanged 46
		SP:Iteration 40F (2248.770000 sec): 3 clusters
  Score: Raw -236785.429431 + Penalty 2538.759759 = -234246.669672
  nChanged 34
		SP:Iteration 41Q (2248.780000 sec): 3 clusters
  Score: Raw -236829.634561 + Penalty 2538.759759 = -234290.874802
  nChanged 28
		SP:Iteration 42Q (2248.780000 sec): 3 clusters
  Score: Raw -236859.599894 + Penalty 2538.759759 = -234320.840135
  nChanged 22
		SP:Iteration 43Q (2248.790000 sec): 3 clusters
  Score: Raw -236880.072875 + Penalty 2538.759759 = -234341.313116
  nChanged 21
		SP:Iteration 44Q (2248.790000 sec): 3 clusters
  Score: Raw -236899.154613 + Penalty 2538.759759 = -234360.394854
  nChanged 18
		SP:Iteration 45Q (2248.800000 sec): 3 clusters
  Score: Raw -236916.332556 + Penalty 2538.759759 = -234377.572797
  nChanged 18
		SP:Iteration 46Q (2248.800000 sec): 3 clusters
  Score: Raw -236933.642781 + Penalty 2538.759759 = -234394.883022
  nChanged 16
		SP:Iteration 47Q (2248.810000 sec): 3 clusters
  Score: Raw -236945.095666 + Penalty 2538.759759 = -234406.335907
  nChanged 15
		SP:Iteration 48Q (2248.810000 sec): 3 clusters
  Score: Raw -236962.859303 + Penalty 2538.759759 = -234424.099544
  nChanged 21
		SP:Iteration 49Q (2248.820000 sec): 3 clusters
  Score: Raw -236998.138012 + Penalty 2538.759759 = -234459.378253
  nChanged 25
		SP:Iteration 50Q (2248.820000 sec): 3 clusters
  Score: Raw -237030.336252 + Penalty 2538.759759 = -234491.576493
  nChanged 18
		SP:Iteration 51Q (2248.830000 sec): 3 clusters
  Score: Raw -237055.205507 + Penalty 2538.759759 = -234516.445748
  nChanged 11
		SP:Iteration 52Q (2248.830000 sec): 3 clusters
  Score: Raw -237067.376052 + Penalty 2538.759759 = -234528.616293
  nChanged 6
		SP:Iteration 53Q (2248.840000 sec): 3 clusters
  Score: Raw -237072.571833 + Penalty 2538.759759 = -234533.812074
  nChanged 8
		SP:Iteration 54Q (2248.840000 sec): 3 clusters
  Score: Raw -237080.493032 + Penalty 2538.759759 = -234541.733273
  nChanged 3
		SP:Iteration 55Q (2248.840000 sec): 3 clusters
  Score: Raw -237081.345297 + Penalty 2538.759759 = -234542.585538
  nChanged 0
		SP:Iteration 56F (2248.850000 sec): 3 clusters
  Score: Raw -237081.345297 + Penalty 2538.759759 = -234542.585538
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 43 (2451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2248.860000 sec): 2 clusters
  Score: Raw -233320.869669 + Penalty 1268.190850 = -232052.678819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2248.870000 sec): 3 clusters
  Score: Raw -232230.784172 + Penalty 2536.381700 = -229694.402472
  nChanged 877
		SP:Iteration 1F (2248.870000 sec): 3 clusters
  Score: Raw -232793.886897 + Penalty 2536.381700 = -230257.505198
  nChanged 190
		SP:Iteration 2F (2248.880000 sec): 3 clusters
  Score: Raw -232923.849963 + Penalty 2536.381700 = -230387.468263
  nChanged 127
		SP:Iteration 3F (2248.890000 sec): 3 clusters
  Score: Raw -233010.770886 + Penalty 2536.381700 = -230474.389187
  nChanged 94
		SP:Iteration 4Q (2248.890000 sec): 3 clusters
  Score: Raw -233080.812338 + Penalty 2536.381700 = -230544.430639
  nChanged 104
		SP:Iteration 5Q (2248.900000 sec): 3 clusters
  Score: Raw -233147.911801 + Penalty 2536.381700 = -230611.530101
  nChanged 82
		SP:Iteration 6Q (2248.900000 sec): 3 clusters
  Score: Raw -233198.570911 + Penalty 2536.381700 = -230662.189211
  nChanged 61
		SP:Iteration 7Q (2248.910000 sec): 3 clusters
  Score: Raw -233243.016025 + Penalty 2536.381700 = -230706.634326
  nChanged 59
		SP:Iteration 8Q (2248.920000 sec): 3 clusters
  Score: Raw -233279.124964 + Penalty 2536.381700 = -230742.743265
  nChanged 65
		SP:Iteration 9Q (2248.920000 sec): 3 clusters
  Score: Raw -233317.930966 + Penalty 2536.381700 = -230781.549266
  nChanged 55
		SP:Iteration 10Q (2248.930000 sec): 3 clusters
  Score: Raw -233347.985064 + Penalty 2536.381700 = -230811.603364
  nChanged 48
		SP:Iteration 11Q (2248.940000 sec): 3 clusters
  Score: Raw -233373.384086 + Penalty 2536.381700 = -230837.002387
  nChanged 41
		SP:Iteration 12Q (2248.940000 sec): 3 clusters
  Score: Raw -233396.811741 + Penalty 2536.381700 = -230860.430041
  nChanged 34
		SP:Iteration 13Q (2248.950000 sec): 3 clusters
  Score: Raw -233417.131330 + Penalty 2536.381700 = -230880.749631
  nChanged 28
		SP:Iteration 14Q (2248.950000 sec): 3 clusters
  Score: Raw -233431.189400 + Penalty 2536.381700 = -230894.807700
  nChanged 22
		SP:Iteration 15Q (2248.960000 sec): 3 clusters
  Score: Raw -233445.390379 + Penalty 2536.381700 = -230909.008679
  nChanged 26
		SP:Iteration 16Q (2248.970000 sec): 3 clusters
  Score: Raw -233464.161427 + Penalty 2536.381700 = -230927.779727
  nChanged 26
		SP:Iteration 17Q (2248.970000 sec): 3 clusters
  Score: Raw -233478.964633 + Penalty 2536.381700 = -230942.582933
  nChanged 20
		SP:Iteration 18Q (2248.980000 sec): 3 clusters
  Score: Raw -233492.308431 + Penalty 2536.381700 = -230955.926731
  nChanged 19
		SP:Iteration 19Q (2248.980000 sec): 3 clusters
  Score: Raw -233505.269945 + Penalty 2536.381700 = -230968.888246
  nChanged 18
		SP:Iteration 20F (2248.990000 sec): 3 clusters
  Score: Raw -233514.023040 + Penalty 2536.381700 = -230977.641340
  nChanged 12
		SP:Iteration 21Q (2249.000000 sec): 3 clusters
  Score: Raw -233520.529323 + Penalty 2536.381700 = -230984.147623
  nChanged 15
		SP:Iteration 22Q (2249.000000 sec): 3 clusters
  Score: Raw -233529.861217 + Penalty 2536.381700 = -230993.479517
  nChanged 13
		SP:Iteration 23Q (2249.010000 sec): 3 clusters
  Score: Raw -233537.174219 + Penalty 2536.381700 = -231000.792519
  nChanged 15
		SP:Iteration 24Q (2249.020000 sec): 3 clusters
  Score: Raw -233544.274098 + Penalty 2536.381700 = -231007.892399
  nChanged 7
		SP:Iteration 25Q (2249.020000 sec): 3 clusters
  Score: Raw -233548.389549 + Penalty 2536.381700 = -231012.007849
  nChanged 8
		SP:Iteration 26Q (2249.030000 sec): 3 clusters
  Score: Raw -233552.564581 + Penalty 2536.381700 = -231016.182882
  nChanged 8
		SP:Iteration 27Q (2249.030000 sec): 3 clusters
  Score: Raw -233557.977630 + Penalty 2536.381700 = -231021.595930
  nChanged 8
		SP:Iteration 28Q (2249.040000 sec): 3 clusters
  Score: Raw -233562.456006 + Penalty 2536.381700 = -231026.074306
  nChanged 6
		SP:Iteration 29Q (2249.040000 sec): 3 clusters
  Score: Raw -233565.255822 + Penalty 2536.381700 = -231028.874122
  nChanged 9
		SP:Iteration 30Q (2249.050000 sec): 3 clusters
  Score: Raw -233572.242586 + Penalty 2536.381700 = -231035.860887
  nChanged 10
		SP:Iteration 31Q (2249.060000 sec): 3 clusters
  Score: Raw -233580.618234 + Penalty 2536.381700 = -231044.236535
  nChanged 14
		SP:Iteration 32Q (2249.060000 sec): 3 clusters
  Score: Raw -233594.251161 + Penalty 2536.381700 = -231057.869461
  nChanged 14
		SP:Iteration 33Q (2249.070000 sec): 3 clusters
  Score: Raw -233614.782155 + Penalty 2536.381700 = -231078.400455
  nChanged 21
		SP:Iteration 34Q (2249.070000 sec): 3 clusters
  Score: Raw -233661.179568 + Penalty 2536.381700 = -231124.797868
  nChanged 20
		SP:Iteration 35Q (2249.080000 sec): 3 clusters
  Score: Raw -233696.390411 + Penalty 2536.381700 = -231160.008711
  nChanged 29
		SP:Iteration 36Q (2249.080000 sec): 3 clusters
  Score: Raw -233722.052906 + Penalty 2536.381700 = -231185.671206
  nChanged 20
		SP:Iteration 37Q (2249.090000 sec): 3 clusters
  Score: Raw -233737.619438 + Penalty 2536.381700 = -231201.237738
  nChanged 10
		SP:Iteration 38Q (2249.100000 sec): 3 clusters
  Score: Raw -233745.718887 + Penalty 2536.381700 = -231209.337187
  nChanged 8
		SP:Iteration 39Q (2249.100000 sec): 3 clusters
  Score: Raw -233753.200139 + Penalty 2536.381700 = -231216.818440
  nChanged 6
		SP:Iteration 40F (2249.110000 sec): 3 clusters
  Score: Raw -233760.263726 + Penalty 2536.381700 = -231223.882027
  nChanged 7
		SP:Iteration 41Q (2249.120000 sec): 3 clusters
  Score: Raw -233764.759620 + Penalty 2536.381700 = -231228.377921
  nChanged 7
		SP:Iteration 42Q (2249.120000 sec): 3 clusters
  Score: Raw -233768.062007 + Penalty 2536.381700 = -231231.680307
  nChanged 3
		SP:Iteration 43Q (2249.130000 sec): 3 clusters
  Score: Raw -233769.389124 + Penalty 2536.381700 = -231233.007424
  nChanged 0
		SP:Iteration 44F (2249.130000 sec): 3 clusters
  Score: Raw -233769.389124 + Penalty 2536.381700 = -231233.007424
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 44 (1347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2249.140000 sec): 2 clusters
  Score: Raw -134840.245390 + Penalty 1170.915716 = -133669.329674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2249.140000 sec): 3 clusters
  Score: Raw -134389.685865 + Penalty 2341.831432 = -132047.854433
  nChanged 406
		SP:Iteration 1F (2249.150000 sec): 3 clusters
  Score: Raw -134688.995058 + Penalty 2341.831432 = -132347.163626
  nChanged 101
		SP:Iteration 2F (2249.150000 sec): 3 clusters
  Score: Raw -134772.898482 + Penalty 2341.831432 = -132431.067050
  nChanged 54
		SP:Iteration 3Q (2249.150000 sec): 3 clusters
  Score: Raw -134820.857892 + Penalty 2341.831432 = -132479.026459
  nChanged 32
		SP:Iteration 4Q (2249.160000 sec): 3 clusters
  Score: Raw -134852.767410 + Penalty 2341.831432 = -132510.935978
  nChanged 24
		SP:Iteration 5Q (2249.160000 sec): 3 clusters
  Score: Raw -134868.568154 + Penalty 2341.831432 = -132526.736722
  nChanged 18
		SP:Iteration 6Q (2249.160000 sec): 3 clusters
  Score: Raw -134878.784015 + Penalty 2341.831432 = -132536.952583
  nChanged 11
		SP:Iteration 7Q (2249.170000 sec): 3 clusters
  Score: Raw -134885.526934 + Penalty 2341.831432 = -132543.695502
  nChanged 9
		SP:Iteration 8Q (2249.170000 sec): 3 clusters
  Score: Raw -134890.368720 + Penalty 2341.831432 = -132548.537288
  nChanged 8
		SP:Iteration 9Q (2249.170000 sec): 3 clusters
  Score: Raw -134895.508493 + Penalty 2341.831432 = -132553.677060
  nChanged 10
		SP:Iteration 10Q (2249.180000 sec): 3 clusters
  Score: Raw -134900.476370 + Penalty 2341.831432 = -132558.644938
  nChanged 10
		SP:Iteration 11Q (2249.180000 sec): 3 clusters
  Score: Raw -134910.275906 + Penalty 2341.831432 = -132568.444473
  nChanged 15
		SP:Iteration 12Q (2249.180000 sec): 3 clusters
  Score: Raw -134917.787407 + Penalty 2341.831432 = -132575.955975
  nChanged 10
		SP:Iteration 13Q (2249.190000 sec): 3 clusters
  Score: Raw -134922.640662 + Penalty 2341.831432 = -132580.809230
  nChanged 11
		SP:Iteration 14Q (2249.190000 sec): 3 clusters
  Score: Raw -134931.011284 + Penalty 2341.831432 = -132589.179852
  nChanged 9
		SP:Iteration 15Q (2249.190000 sec): 3 clusters
  Score: Raw -134935.377894 + Penalty 2341.831432 = -132593.546461
  nChanged 8
		SP:Iteration 16Q (2249.200000 sec): 3 clusters
  Score: Raw -134938.338752 + Penalty 2341.831432 = -132596.507319
  nChanged 9
		SP:Iteration 17Q (2249.200000 sec): 3 clusters
  Score: Raw -134941.996724 + Penalty 2341.831432 = -132600.165292
  nChanged 8
		SP:Iteration 18Q (2249.200000 sec): 3 clusters
  Score: Raw -134947.585150 + Penalty 2341.831432 = -132605.753717
  nChanged 5
		SP:Iteration 19Q (2249.210000 sec): 3 clusters
  Score: Raw -134949.050831 + Penalty 2341.831432 = -132607.219399
  nChanged 0
		SP:Iteration 20F (2249.210000 sec): 3 clusters
  Score: Raw -134949.050831 + Penalty 2341.831432 = -132607.219399
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 45 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2249.220000 sec): 2 clusters
  Score: Raw -260811.301909 + Penalty 1283.552133 = -259527.749776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2249.230000 sec): 3 clusters
  Score: Raw -259568.956420 + Penalty 2567.104266 = -257001.852154
  nChanged 960
		SP:Iteration 1F (2249.230000 sec): 3 clusters
  Score: Raw -260129.407209 + Penalty 2567.104266 = -257562.302943
  nChanged 195
		SP:Iteration 2F (2249.240000 sec): 3 clusters
  Score: Raw -260262.106110 + Penalty 2567.104266 = -257695.001844
  nChanged 134
		SP:Iteration 3Q (2249.250000 sec): 3 clusters
  Score: Raw -260333.339216 + Penalty 2567.104266 = -257766.234950
  nChanged 106
		SP:Iteration 4Q (2249.260000 sec): 3 clusters
  Score: Raw -260387.569194 + Penalty 2567.104266 = -257820.464928
  nChanged 77
		SP:Iteration 5Q (2249.260000 sec): 3 clusters
  Score: Raw -260432.386925 + Penalty 2567.104266 = -257865.282659
  nChanged 67
		SP:Iteration 6Q (2249.270000 sec): 3 clusters
  Score: Raw -260462.744631 + Penalty 2567.104266 = -257895.640365
  nChanged 50
		SP:Iteration 7Q (2249.280000 sec): 3 clusters
  Score: Raw -260485.238560 + Penalty 2567.104266 = -257918.134294
  nChanged 63
		SP:Iteration 8Q (2249.280000 sec): 3 clusters
  Score: Raw -260512.564553 + Penalty 2567.104266 = -257945.460287
  nChanged 46
		SP:Iteration 9Q (2249.290000 sec): 3 clusters
  Score: Raw -260532.432473 + Penalty 2567.104266 = -257965.328207
  nChanged 38
		SP:Iteration 10Q (2249.300000 sec): 3 clusters
  Score: Raw -260545.639800 + Penalty 2567.104266 = -257978.535534
  nChanged 44
		SP:Iteration 11Q (2249.300000 sec): 3 clusters
  Score: Raw -260563.789133 + Penalty 2567.104266 = -257996.684867
  nChanged 41
		SP:Iteration 12Q (2249.310000 sec): 3 clusters
  Score: Raw -260581.163122 + Penalty 2567.104266 = -258014.058856
  nChanged 36
		SP:Iteration 13Q (2249.320000 sec): 3 clusters
  Score: Raw -260595.179056 + Penalty 2567.104266 = -258028.074790
  nChanged 28
		SP:Iteration 14Q (2249.320000 sec): 3 clusters
  Score: Raw -260607.471456 + Penalty 2567.104266 = -258040.367190
  nChanged 24
		SP:Iteration 15Q (2249.330000 sec): 3 clusters
  Score: Raw -260617.641851 + Penalty 2567.104266 = -258050.537585
  nChanged 20
		SP:Iteration 16Q (2249.340000 sec): 3 clusters
  Score: Raw -260623.998620 + Penalty 2567.104266 = -258056.894354
  nChanged 24
		SP:Iteration 17Q (2249.340000 sec): 3 clusters
  Score: Raw -260635.249292 + Penalty 2567.104266 = -258068.145026
  nChanged 30
		SP:Iteration 18Q (2249.350000 sec): 3 clusters
  Score: Raw -260651.739716 + Penalty 2567.104266 = -258084.635450
  nChanged 33
		SP:Iteration 19Q (2249.360000 sec): 3 clusters
  Score: Raw -260668.971400 + Penalty 2567.104266 = -258101.867134
  nChanged 31
		SP:Iteration 20F (2249.360000 sec): 3 clusters
  Score: Raw -260685.324074 + Penalty 2567.104266 = -258118.219808
  nChanged 35
		SP:Iteration 21Q (2249.370000 sec): 3 clusters
  Score: Raw -260706.205100 + Penalty 2567.104266 = -258139.100834
  nChanged 40
		SP:Iteration 22Q (2249.380000 sec): 3 clusters
  Score: Raw -260730.520992 + Penalty 2567.104266 = -258163.416725
  nChanged 39
		SP:Iteration 23Q (2249.380000 sec): 3 clusters
  Score: Raw -260749.912694 + Penalty 2567.104266 = -258182.808428
  nChanged 31
		SP:Iteration 24Q (2249.390000 sec): 3 clusters
  Score: Raw -260769.950018 + Penalty 2567.104266 = -258202.845752
  nChanged 33
		SP:Iteration 25Q (2249.400000 sec): 3 clusters
  Score: Raw -260789.025470 + Penalty 2567.104266 = -258221.921204
  nChanged 44
		SP:Iteration 26Q (2249.400000 sec): 3 clusters
  Score: Raw -260819.866117 + Penalty 2567.104266 = -258252.761851
  nChanged 41
		SP:Iteration 27Q (2249.410000 sec): 3 clusters
  Score: Raw -260851.337522 + Penalty 2567.104266 = -258284.233255
  nChanged 38
		SP:Iteration 28Q (2249.420000 sec): 3 clusters
  Score: Raw -260877.888852 + Penalty 2567.104266 = -258310.784586
  nChanged 39
		SP:Iteration 29Q (2249.420000 sec): 3 clusters
  Score: Raw -260904.020660 + Penalty 2567.104266 = -258336.916394
  nChanged 34
		SP:Iteration 30Q (2249.430000 sec): 3 clusters
  Score: Raw -260927.796712 + Penalty 2567.104266 = -258360.692446
  nChanged 38
		SP:Iteration 31Q (2249.440000 sec): 3 clusters
  Score: Raw -260953.592060 + Penalty 2567.104266 = -258386.487794
  nChanged 35
		SP:Iteration 32Q (2249.440000 sec): 3 clusters
  Score: Raw -260977.873342 + Penalty 2567.104266 = -258410.769076
  nChanged 26
		SP:Iteration 33Q (2249.450000 sec): 3 clusters
  Score: Raw -260993.422366 + Penalty 2567.104266 = -258426.318100
  nChanged 27
		SP:Iteration 34Q (2249.460000 sec): 3 clusters
  Score: Raw -261011.676112 + Penalty 2567.104266 = -258444.571846
  nChanged 26
		SP:Iteration 35Q (2249.460000 sec): 3 clusters
  Score: Raw -261024.528794 + Penalty 2567.104266 = -258457.424528
  nChanged 22
		SP:Iteration 36Q (2249.470000 sec): 3 clusters
  Score: Raw -261037.101198 + Penalty 2567.104266 = -258469.996932
  nChanged 17
		SP:Iteration 37Q (2249.480000 sec): 3 clusters
  Score: Raw -261049.274426 + Penalty 2567.104266 = -258482.170160
  nChanged 17
		SP:Iteration 38Q (2249.480000 sec): 3 clusters
  Score: Raw -261061.452259 + Penalty 2567.104266 = -258494.347993
  nChanged 18
		SP:Iteration 39Q (2249.490000 sec): 3 clusters
  Score: Raw -261070.082077 + Penalty 2567.104266 = -258502.977811
  nChanged 10
		SP:Iteration 40F (2249.500000 sec): 3 clusters
  Score: Raw -261076.636158 + Penalty 2567.104266 = -258509.531892
  nChanged 14
		SP:Iteration 41Q (2249.500000 sec): 3 clusters
  Score: Raw -261085.598557 + Penalty 2567.104266 = -258518.494291
  nChanged 14
		SP:Iteration 42Q (2249.510000 sec): 3 clusters
  Score: Raw -261097.390719 + Penalty 2567.104266 = -258530.286453
  nChanged 15
		SP:Iteration 43Q (2249.510000 sec): 3 clusters
  Score: Raw -261108.220280 + Penalty 2567.104266 = -258541.116014
  nChanged 12
		SP:Iteration 44Q (2249.520000 sec): 3 clusters
  Score: Raw -261118.713874 + Penalty 2567.104266 = -258551.609608
  nChanged 10
		SP:Iteration 45Q (2249.520000 sec): 3 clusters
  Score: Raw -261127.537160 + Penalty 2567.104266 = -258560.432894
  nChanged 7
		SP:Iteration 46Q (2249.530000 sec): 3 clusters
  Score: Raw -261133.076983 + Penalty 2567.104266 = -258565.972717
  nChanged 7
		SP:Iteration 47Q (2249.540000 sec): 3 clusters
  Score: Raw -261138.370842 + Penalty 2567.104266 = -258571.266576
  nChanged 2
		SP:Iteration 48Q (2249.540000 sec): 3 clusters
  Score: Raw -261139.467678 + Penalty 2567.104266 = -258572.363412
  nChanged 0
		SP:Iteration 49F (2249.550000 sec): 3 clusters
  Score: Raw -261139.467678 + Penalty 2567.104266 = -258572.363412
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 46 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2249.580000 sec): 2 clusters
  Score: Raw -629868.169647 + Penalty 1435.508741 = -628432.660907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2249.590000 sec): 3 clusters
  Score: Raw -626153.610726 + Penalty 2871.017481 = -623282.593245
  nChanged 2829
		SP:Iteration 1F (2249.610000 sec): 3 clusters
  Score: Raw -627661.453563 + Penalty 2871.017481 = -624790.436082
  nChanged 477
		SP:Iteration 2F (2249.630000 sec): 3 clusters
  Score: Raw -627898.641887 + Penalty 2871.017481 = -625027.624406
  nChanged 369
		SP:Iteration 3F (2249.640000 sec): 3 clusters
  Score: Raw -628093.728017 + Penalty 2871.017481 = -625222.710536
  nChanged 328
		SP:Iteration 4Q (2249.660000 sec): 3 clusters
  Score: Raw -628274.304350 + Penalty 2871.017481 = -625403.286868
  nChanged 344
		SP:Iteration 5F (2249.680000 sec): 3 clusters
  Score: Raw -628473.242761 + Penalty 2871.017481 = -625602.225279
  nChanged 334
		SP:Iteration 6Q (2249.700000 sec): 3 clusters
  Score: Raw -628693.851825 + Penalty 2871.017481 = -625822.834343
  nChanged 325
		SP:Iteration 7Q (2249.720000 sec): 3 clusters
  Score: Raw -628916.510584 + Penalty 2871.017481 = -626045.493103
  nChanged 314
		SP:Iteration 8Q (2249.730000 sec): 3 clusters
  Score: Raw -629134.780440 + Penalty 2871.017481 = -626263.762958
  nChanged 281
		SP:Iteration 9Q (2249.750000 sec): 3 clusters
  Score: Raw -629330.820259 + Penalty 2871.017481 = -626459.802778
  nChanged 270
		SP:Iteration 10Q (2249.770000 sec): 3 clusters
  Score: Raw -629500.622722 + Penalty 2871.017481 = -626629.605241
  nChanged 227
		SP:Iteration 11Q (2249.790000 sec): 3 clusters
  Score: Raw -629638.829535 + Penalty 2871.017481 = -626767.812053
  nChanged 210
		SP:Iteration 12Q (2249.800000 sec): 3 clusters
  Score: Raw -629763.908699 + Penalty 2871.017481 = -626892.891218
  nChanged 162
		SP:Iteration 13Q (2249.820000 sec): 3 clusters
  Score: Raw -629849.457771 + Penalty 2871.017481 = -626978.440290
  nChanged 139
		SP:Iteration 14Q (2249.840000 sec): 3 clusters
  Score: Raw -629914.122594 + Penalty 2871.017481 = -627043.105112
  nChanged 117
		SP:Iteration 15Q (2249.860000 sec): 3 clusters
  Score: Raw -629969.552789 + Penalty 2871.017481 = -627098.535308
  nChanged 106
		SP:Iteration 16Q (2249.870000 sec): 3 clusters
  Score: Raw -630019.453903 + Penalty 2871.017481 = -627148.436422
  nChanged 94
		SP:Iteration 17Q (2249.890000 sec): 3 clusters
  Score: Raw -630064.260293 + Penalty 2871.017481 = -627193.242812
  nChanged 70
		SP:Iteration 18Q (2249.900000 sec): 3 clusters
  Score: Raw -630087.174391 + Penalty 2871.017481 = -627216.156910
  nChanged 65
		SP:Iteration 19Q (2249.920000 sec): 3 clusters
  Score: Raw -630106.301763 + Penalty 2871.017481 = -627235.284282
  nChanged 52
		SP:Iteration 20F (2249.940000 sec): 3 clusters
  Score: Raw -630118.810207 + Penalty 2871.017481 = -627247.792726
  nChanged 32
		SP:Iteration 21Q (2249.960000 sec): 3 clusters
  Score: Raw -630126.182462 + Penalty 2871.017481 = -627255.164980
  nChanged 26
		SP:Iteration 22Q (2249.970000 sec): 3 clusters
  Score: Raw -630132.212473 + Penalty 2871.017481 = -627261.194991
  nChanged 31
		SP:Iteration 23Q (2249.990000 sec): 3 clusters
  Score: Raw -630139.134307 + Penalty 2871.017481 = -627268.116826
  nChanged 33
		SP:Iteration 24Q (2250.010000 sec): 3 clusters
  Score: Raw -630148.165254 + Penalty 2871.017481 = -627277.147772
  nChanged 32
		SP:Iteration 25Q (2250.020000 sec): 3 clusters
  Score: Raw -630157.983424 + Penalty 2871.017481 = -627286.965942
  nChanged 41
		SP:Iteration 26Q (2250.040000 sec): 3 clusters
  Score: Raw -630169.422731 + Penalty 2871.017481 = -627298.405249
  nChanged 35
		SP:Iteration 27Q (2250.060000 sec): 3 clusters
  Score: Raw -630179.824517 + Penalty 2871.017481 = -627308.807036
  nChanged 27
		SP:Iteration 28Q (2250.080000 sec): 3 clusters
  Score: Raw -630187.530387 + Penalty 2871.017481 = -627316.512906
  nChanged 23
		SP:Iteration 29Q (2250.090000 sec): 3 clusters
  Score: Raw -630193.744181 + Penalty 2871.017481 = -627322.726699
  nChanged 24
		SP:Iteration 30Q (2250.110000 sec): 3 clusters
  Score: Raw -630199.030570 + Penalty 2871.017481 = -627328.013088
  nChanged 27
		SP:Iteration 31Q (2250.130000 sec): 3 clusters
  Score: Raw -630205.432960 + Penalty 2871.017481 = -627334.415479
  nChanged 25
		SP:Iteration 32Q (2250.140000 sec): 3 clusters
  Score: Raw -630210.856632 + Penalty 2871.017481 = -627339.839151
  nChanged 17
		SP:Iteration 33Q (2250.160000 sec): 3 clusters
  Score: Raw -630213.733639 + Penalty 2871.017481 = -627342.716158
  nChanged 9
		SP:Iteration 34Q (2250.180000 sec): 3 clusters
  Score: Raw -630215.206263 + Penalty 2871.017481 = -627344.188782
  nChanged 10
		SP:Iteration 35Q (2250.190000 sec): 3 clusters
  Score: Raw -630217.284201 + Penalty 2871.017481 = -627346.266720
  nChanged 9
		SP:Iteration 36Q (2250.210000 sec): 3 clusters
  Score: Raw -630218.151375 + Penalty 2871.017481 = -627347.133894
  nChanged 5
		SP:Iteration 37Q (2250.230000 sec): 3 clusters
  Score: Raw -630218.923987 + Penalty 2871.017481 = -627347.906506
  nChanged 5
		SP:Iteration 38Q (2250.240000 sec): 3 clusters
  Score: Raw -630219.459463 + Penalty 2871.017481 = -627348.441982
  nChanged 4
		SP:Iteration 39Q (2250.260000 sec): 3 clusters
  Score: Raw -630220.250394 + Penalty 2871.017481 = -627349.232912
  nChanged 3
		SP:Iteration 40F (2250.280000 sec): 3 clusters
  Score: Raw -630220.598692 + Penalty 2871.017481 = -627349.581211
  nChanged 2
		SP:Iteration 41Q (2250.300000 sec): 3 clusters
  Score: Raw -630220.725601 + Penalty 2871.017481 = -627349.708119
  nChanged 0
		SP:Iteration 42F (2250.310000 sec): 3 clusters
  Score: Raw -630220.725601 + Penalty 2871.017481 = -627349.708119
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 47 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2250.320000 sec): 2 clusters
  Score: Raw -54654.664504 + Penalty 1022.980725 = -53631.683779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2250.320000 sec): 3 clusters
  Score: Raw -54546.065753 + Penalty 2045.961450 = -52500.104303
  nChanged 124
		SP:Iteration 1F (2250.320000 sec): 3 clusters
  Score: Raw -54738.297659 + Penalty 2045.961450 = -52692.336208
  nChanged 31
		SP:Iteration 2F (2250.320000 sec): 3 clusters
  Score: Raw -54790.814379 + Penalty 2045.961450 = -52744.852929
  nChanged 15
		SP:Iteration 3Q (2250.330000 sec): 3 clusters
  Score: Raw -54819.500228 + Penalty 2045.961450 = -52773.538778
  nChanged 12
		SP:Iteration 4Q (2250.330000 sec): 3 clusters
  Score: Raw -54837.947294 + Penalty 2045.961450 = -52791.985843
  nChanged 7
		SP:Iteration 5Q (2250.330000 sec): 3 clusters
  Score: Raw -54849.073030 + Penalty 2045.961450 = -52803.111579
  nChanged 4
		SP:Iteration 6Q (2250.330000 sec): 3 clusters
  Score: Raw -54852.552742 + Penalty 2045.961450 = -52806.591291
  nChanged 1
		SP:Iteration 7Q (2250.330000 sec): 3 clusters
  Score: Raw -54854.530536 + Penalty 2045.961450 = -52808.569085
  nChanged 1
		SP:Iteration 8Q (2250.330000 sec): 3 clusters
  Score: Raw -54855.025428 + Penalty 2045.961450 = -52809.063977
  nChanged 1
		SP:Iteration 9Q (2250.340000 sec): 3 clusters
  Score: Raw -54855.655701 + Penalty 2045.961450 = -52809.694251
  nChanged 0
		SP:Iteration 10F (2250.340000 sec): 3 clusters
  Score: Raw -54855.655701 + Penalty 2045.961450 = -52809.694251
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 48 (1448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2250.340000 sec): 2 clusters
  Score: Raw -129108.000579 + Penalty 1182.665018 = -127925.335561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2250.350000 sec): 3 clusters
  Score: Raw -128572.416577 + Penalty 2365.330036 = -126207.086541
  nChanged 492
		SP:Iteration 1F (2250.350000 sec): 3 clusters
  Score: Raw -128975.343633 + Penalty 2365.330036 = -126610.013597
  nChanged 118
		SP:Iteration 2F (2250.360000 sec): 3 clusters
  Score: Raw -129137.072894 + Penalty 2365.330036 = -126771.742858
  nChanged 84
		SP:Iteration 3F (2250.360000 sec): 3 clusters
  Score: Raw -129213.592013 + Penalty 2365.330036 = -126848.261976
  nChanged 55
		SP:Iteration 4Q (2250.360000 sec): 3 clusters
  Score: Raw -129262.999639 + Penalty 2365.330036 = -126897.669603
  nChanged 39
		SP:Iteration 5Q (2250.360000 sec): 3 clusters
  Score: Raw -129296.209609 + Penalty 2365.330036 = -126930.879572
  nChanged 27
		SP:Iteration 6Q (2250.370000 sec): 3 clusters
  Score: Raw -129316.926060 + Penalty 2365.330036 = -126951.596024
  nChanged 14
		SP:Iteration 7Q (2250.370000 sec): 3 clusters
  Score: Raw -129328.855696 + Penalty 2365.330036 = -126963.525660
  nChanged 17
		SP:Iteration 8Q (2250.380000 sec): 3 clusters
  Score: Raw -129343.530813 + Penalty 2365.330036 = -126978.200776
  nChanged 20
		SP:Iteration 9Q (2250.380000 sec): 3 clusters
  Score: Raw -129361.268856 + Penalty 2365.330036 = -126995.938820
  nChanged 16
		SP:Iteration 10Q (2250.380000 sec): 3 clusters
  Score: Raw -129370.627459 + Penalty 2365.330036 = -127005.297423
  nChanged 8
		SP:Iteration 11Q (2250.390000 sec): 3 clusters
  Score: Raw -129375.988868 + Penalty 2365.330036 = -127010.658832
  nChanged 9
		SP:Iteration 12Q (2250.390000 sec): 3 clusters
  Score: Raw -129381.195475 + Penalty 2365.330036 = -127015.865439
  nChanged 9
		SP:Iteration 13Q (2250.400000 sec): 3 clusters
  Score: Raw -129387.572221 + Penalty 2365.330036 = -127022.242185
  nChanged 8
		SP:Iteration 14Q (2250.400000 sec): 3 clusters
  Score: Raw -129391.176099 + Penalty 2365.330036 = -127025.846063
  nChanged 10
		SP:Iteration 15Q (2250.400000 sec): 3 clusters
  Score: Raw -129396.812156 + Penalty 2365.330036 = -127031.482120
  nChanged 14
		SP:Iteration 16Q (2250.400000 sec): 3 clusters
  Score: Raw -129407.281948 + Penalty 2365.330036 = -127041.951912
  nChanged 8
		SP:Iteration 17Q (2250.410000 sec): 3 clusters
  Score: Raw -129413.063685 + Penalty 2365.330036 = -127047.733649
  nChanged 9
		SP:Iteration 18Q (2250.410000 sec): 3 clusters
  Score: Raw -129416.825358 + Penalty 2365.330036 = -127051.495322
  nChanged 10
		SP:Iteration 19Q (2250.420000 sec): 3 clusters
  Score: Raw -129422.972863 + Penalty 2365.330036 = -127057.642827
  nChanged 6
		SP:Iteration 20F (2250.420000 sec): 3 clusters
  Score: Raw -129427.281098 + Penalty 2365.330036 = -127061.951062
  nChanged 7
		SP:Iteration 21Q (2250.420000 sec): 3 clusters
  Score: Raw -129432.374422 + Penalty 2365.330036 = -127067.044386
  nChanged 10
		SP:Iteration 22Q (2250.430000 sec): 3 clusters
  Score: Raw -129438.191310 + Penalty 2365.330036 = -127072.861274
  nChanged 3
		SP:Iteration 23Q (2250.430000 sec): 3 clusters
  Score: Raw -129439.299825 + Penalty 2365.330036 = -127073.969789
  nChanged 2
		SP:Iteration 24Q (2250.430000 sec): 3 clusters
  Score: Raw -129439.750267 + Penalty 2365.330036 = -127074.420231
  nChanged 2
		SP:Iteration 25Q (2250.440000 sec): 3 clusters
  Score: Raw -129440.489181 + Penalty 2365.330036 = -127075.159144
  nChanged 0
		SP:Iteration 26F (2250.440000 sec): 3 clusters
  Score: Raw -129440.489181 + Penalty 2365.330036 = -127075.159144
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 49 (10564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2250.480000 sec): 2 clusters
  Score: Raw -1062653.574156 + Penalty 1505.596182 = -1061147.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2250.500000 sec): 3 clusters
  Score: Raw -1056497.385942 + Penalty 3011.192364 = -1053486.193578
  nChanged 4676
		SP:Iteration 1F (2250.530000 sec): 3 clusters
  Score: Raw -1059036.473049 + Penalty 3011.192364 = -1056025.280685
  nChanged 651
		SP:Iteration 2F (2250.560000 sec): 3 clusters
  Score: Raw -1059326.395478 + Penalty 3011.192364 = -1056315.203114
  nChanged 561
		SP:Iteration 3F (2250.590000 sec): 3 clusters
  Score: Raw -1059565.735511 + Penalty 3011.192364 = -1056554.543148
  nChanged 501
		SP:Iteration 4Q (2250.620000 sec): 3 clusters
  Score: Raw -1059787.773299 + Penalty 3011.192364 = -1056776.580936
  nChanged 492
		SP:Iteration 5Q (2250.640000 sec): 3 clusters
  Score: Raw -1060028.315409 + Penalty 3011.192364 = -1057017.123045
  nChanged 457
		SP:Iteration 6Q (2250.670000 sec): 3 clusters
  Score: Raw -1060291.610777 + Penalty 3011.192364 = -1057280.418413
  nChanged 468
		SP:Iteration 7Q (2250.700000 sec): 3 clusters
  Score: Raw -1060618.945282 + Penalty 3011.192364 = -1057607.752918
  nChanged 520
		SP:Iteration 8Q (2250.720000 sec): 3 clusters
  Score: Raw -1060995.282518 + Penalty 3011.192364 = -1057984.090154
  nChanged 542
		SP:Iteration 9F (2250.750000 sec): 3 clusters
  Score: Raw -1061447.674095 + Penalty 3011.192364 = -1058436.481731
  nChanged 522
		SP:Iteration 10Q (2250.780000 sec): 3 clusters
  Score: Raw -1061908.957601 + Penalty 3011.192364 = -1058897.765237
  nChanged 472
		SP:Iteration 11Q (2250.810000 sec): 3 clusters
  Score: Raw -1062359.853083 + Penalty 3011.192364 = -1059348.660719
  nChanged 415
		SP:Iteration 12Q (2250.830000 sec): 3 clusters
  Score: Raw -1062704.195203 + Penalty 3011.192364 = -1059693.002839
  nChanged 268
		SP:Iteration 13Q (2250.860000 sec): 3 clusters
  Score: Raw -1062907.298163 + Penalty 3011.192364 = -1059896.105799
  nChanged 227
		SP:Iteration 14Q (2250.880000 sec): 3 clusters
  Score: Raw -1063059.049443 + Penalty 3011.192364 = -1060047.857080
  nChanged 189
		SP:Iteration 15Q (2250.910000 sec): 3 clusters
  Score: Raw -1063157.661110 + Penalty 3011.192364 = -1060146.468746
  nChanged 163
		SP:Iteration 16Q (2250.930000 sec): 3 clusters
  Score: Raw -1063221.707618 + Penalty 3011.192364 = -1060210.515254
  nChanged 119
		SP:Iteration 17Q (2250.960000 sec): 3 clusters
  Score: Raw -1063259.937995 + Penalty 3011.192364 = -1060248.745631
  nChanged 77
		SP:Iteration 18Q (2250.980000 sec): 3 clusters
  Score: Raw -1063281.313734 + Penalty 3011.192364 = -1060270.121370
  nChanged 72
		SP:Iteration 19Q (2251.010000 sec): 3 clusters
  Score: Raw -1063299.976036 + Penalty 3011.192364 = -1060288.783672
  nChanged 50
		SP:Iteration 20F (2251.040000 sec): 3 clusters
  Score: Raw -1063311.131431 + Penalty 3011.192364 = -1060299.939067
  nChanged 39
		SP:Iteration 21Q (2251.060000 sec): 3 clusters
  Score: Raw -1063321.354675 + Penalty 3011.192364 = -1060310.162311
  nChanged 33
		SP:Iteration 22Q (2251.080000 sec): 3 clusters
  Score: Raw -1063329.144508 + Penalty 3011.192364 = -1060317.952144
  nChanged 33
		SP:Iteration 23Q (2251.110000 sec): 3 clusters
  Score: Raw -1063336.692570 + Penalty 3011.192364 = -1060325.500206
  nChanged 26
		SP:Iteration 24Q (2251.140000 sec): 3 clusters
  Score: Raw -1063341.836127 + Penalty 3011.192364 = -1060330.643764
  nChanged 28
		SP:Iteration 25Q (2251.160000 sec): 3 clusters
  Score: Raw -1063346.992032 + Penalty 3011.192364 = -1060335.799668
  nChanged 23
		SP:Iteration 26Q (2251.180000 sec): 3 clusters
  Score: Raw -1063350.675183 + Penalty 3011.192364 = -1060339.482819
  nChanged 15
		SP:Iteration 27Q (2251.210000 sec): 3 clusters
  Score: Raw -1063352.234562 + Penalty 3011.192364 = -1060341.042198
  nChanged 8
		SP:Iteration 28Q (2251.230000 sec): 3 clusters
  Score: Raw -1063353.225094 + Penalty 3011.192364 = -1060342.032730
  nChanged 10
		SP:Iteration 29Q (2251.260000 sec): 3 clusters
  Score: Raw -1063354.676495 + Penalty 3011.192364 = -1060343.484132
  nChanged 8
		SP:Iteration 30Q (2251.280000 sec): 3 clusters
  Score: Raw -1063355.704751 + Penalty 3011.192364 = -1060344.512387
  nChanged 6
		SP:Iteration 31Q (2251.310000 sec): 3 clusters
  Score: Raw -1063356.333062 + Penalty 3011.192364 = -1060345.140699
  nChanged 5
		SP:Iteration 32Q (2251.330000 sec): 3 clusters
  Score: Raw -1063356.802057 + Penalty 3011.192364 = -1060345.609694
  nChanged 6
		SP:Iteration 33Q (2251.360000 sec): 3 clusters
  Score: Raw -1063357.495323 + Penalty 3011.192364 = -1060346.302959
  nChanged 5
		SP:Iteration 34Q (2251.380000 sec): 3 clusters
  Score: Raw -1063358.031380 + Penalty 3011.192364 = -1060346.839017
  nChanged 6
		SP:Iteration 35Q (2251.410000 sec): 3 clusters
  Score: Raw -1063358.534654 + Penalty 3011.192364 = -1060347.342291
  nChanged 3
		SP:Iteration 36Q (2251.430000 sec): 3 clusters
  Score: Raw -1063358.781620 + Penalty 3011.192364 = -1060347.589256
  nChanged 3
		SP:Iteration 37Q (2251.460000 sec): 3 clusters
  Score: Raw -1063359.125653 + Penalty 3011.192364 = -1060347.933289
  nChanged 4
		SP:Iteration 38Q (2251.480000 sec): 3 clusters
  Score: Raw -1063359.718326 + Penalty 3011.192364 = -1060348.525962
  nChanged 6
		SP:Iteration 39Q (2251.500000 sec): 3 clusters
  Score: Raw -1063360.548147 + Penalty 3011.192364 = -1060349.355783
  nChanged 6
		SP:Iteration 40F (2251.530000 sec): 3 clusters
  Score: Raw -1063361.050296 + Penalty 3011.192364 = -1060349.857933
  nChanged 6
		SP:Iteration 41Q (2251.560000 sec): 3 clusters
  Score: Raw -1063361.796115 + Penalty 3011.192364 = -1060350.603751
  nChanged 4
		SP:Iteration 42Q (2251.580000 sec): 3 clusters
  Score: Raw -1063362.412017 + Penalty 3011.192364 = -1060351.219653
  nChanged 2
		SP:Iteration 43Q (2251.610000 sec): 3 clusters
  Score: Raw -1063363.013180 + Penalty 3011.192364 = -1060351.820816
  nChanged 6
		SP:Iteration 44Q (2251.630000 sec): 3 clusters
  Score: Raw -1063363.803881 + Penalty 3011.192364 = -1060352.611517
  nChanged 2
		SP:Iteration 45Q (2251.660000 sec): 3 clusters
  Score: Raw -1063363.918407 + Penalty 3011.192364 = -1060352.726043
  nChanged 1
		SP:Iteration 46Q (2251.680000 sec): 3 clusters
  Score: Raw -1063363.999580 + Penalty 3011.192364 = -1060352.807216
  nChanged 1
		SP:Iteration 47Q (2251.700000 sec): 3 clusters
  Score: Raw -1063364.105965 + Penalty 3011.192364 = -1060352.913601
  nChanged 2
		SP:Iteration 48Q (2251.730000 sec): 3 clusters
  Score: Raw -1063364.341740 + Penalty 3011.192364 = -1060353.149376
  nChanged 1
		SP:Iteration 49Q (2251.750000 sec): 3 clusters
  Score: Raw -1063364.588750 + Penalty 3011.192364 = -1060353.396386
  nChanged 3
		SP:Iteration 50Q (2251.780000 sec): 3 clusters
  Score: Raw -1063365.018301 + Penalty 3011.192364 = -1060353.825937
  nChanged 3
		SP:Iteration 51Q (2251.800000 sec): 3 clusters
  Score: Raw -1063365.211473 + Penalty 3011.192364 = -1060354.019109
  nChanged 1
		SP:Iteration 52Q (2251.830000 sec): 3 clusters
  Score: Raw -1063365.397130 + Penalty 3011.192364 = -1060354.204766
  nChanged 2
		SP:Iteration 53Q (2251.850000 sec): 3 clusters
  Score: Raw -1063365.528311 + Penalty 3011.192364 = -1060354.335947
  nChanged 1
		SP:Iteration 54Q (2251.880000 sec): 3 clusters
  Score: Raw -1063365.654188 + Penalty 3011.192364 = -1060354.461824
  nChanged 1
		SP:Iteration 55Q (2251.900000 sec): 3 clusters
  Score: Raw -1063365.704564 + Penalty 3011.192364 = -1060354.512200
  nChanged 1
		SP:Iteration 56Q (2251.920000 sec): 3 clusters
  Score: Raw -1063365.915420 + Penalty 3011.192364 = -1060354.723056
  nChanged 3
		SP:Iteration 57Q (2251.950000 sec): 3 clusters
  Score: Raw -1063366.149119 + Penalty 3011.192364 = -1060354.956755
  nChanged 0
		SP:Iteration 58F (2251.980000 sec): 3 clusters
  Score: Raw -1063366.149119 + Penalty 3011.192364 = -1060354.956755
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 50 (2125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2251.990000 sec): 2 clusters
  Score: Raw -193939.246285 + Penalty 1244.998151 = -192694.248134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2252.000000 sec): 3 clusters
  Score: Raw -193011.133359 + Penalty 2489.996301 = -190521.137058
  nChanged 769
		SP:Iteration 1F (2252.000000 sec): 3 clusters
  Score: Raw -193496.891692 + Penalty 2489.996301 = -191006.895390
  nChanged 174
		SP:Iteration 2F (2252.000000 sec): 3 clusters
  Score: Raw -193651.323692 + Penalty 2489.996301 = -191161.327391
  nChanged 121
		SP:Iteration 3F (2252.010000 sec): 3 clusters
  Score: Raw -193750.247463 + Penalty 2489.996301 = -191260.251161
  nChanged 100
		SP:Iteration 4Q (2252.020000 sec): 3 clusters
  Score: Raw -193847.726619 + Penalty 2489.996301 = -191357.730318
  nChanged 97
		SP:Iteration 5Q (2252.020000 sec): 3 clusters
  Score: Raw -193921.160726 + Penalty 2489.996301 = -191431.164425
  nChanged 71
		SP:Iteration 6Q (2252.030000 sec): 3 clusters
  Score: Raw -193980.635964 + Penalty 2489.996301 = -191490.639663
  nChanged 58
		SP:Iteration 7Q (2252.030000 sec): 3 clusters
  Score: Raw -194022.807493 + Penalty 2489.996301 = -191532.811192
  nChanged 49
		SP:Iteration 8Q (2252.040000 sec): 3 clusters
  Score: Raw -194057.302328 + Penalty 2489.996301 = -191567.306027
  nChanged 34
		SP:Iteration 9Q (2252.040000 sec): 3 clusters
  Score: Raw -194090.946919 + Penalty 2489.996301 = -191600.950617
  nChanged 45
		SP:Iteration 10Q (2252.050000 sec): 3 clusters
  Score: Raw -194124.338071 + Penalty 2489.996301 = -191634.341770
  nChanged 37
		SP:Iteration 11Q (2252.060000 sec): 3 clusters
  Score: Raw -194145.778396 + Penalty 2489.996301 = -191655.782095
  nChanged 23
		SP:Iteration 12Q (2252.060000 sec): 3 clusters
  Score: Raw -194160.065970 + Penalty 2489.996301 = -191670.069668
  nChanged 22
		SP:Iteration 13Q (2252.060000 sec): 3 clusters
  Score: Raw -194172.725418 + Penalty 2489.996301 = -191682.729116
  nChanged 21
		SP:Iteration 14Q (2252.070000 sec): 3 clusters
  Score: Raw -194183.593364 + Penalty 2489.996301 = -191693.597062
  nChanged 16
		SP:Iteration 15Q (2252.080000 sec): 3 clusters
  Score: Raw -194191.397328 + Penalty 2489.996301 = -191701.401026
  nChanged 15
		SP:Iteration 16Q (2252.080000 sec): 3 clusters
  Score: Raw -194203.283551 + Penalty 2489.996301 = -191713.287250
  nChanged 22
		SP:Iteration 17Q (2252.080000 sec): 3 clusters
  Score: Raw -194215.512009 + Penalty 2489.996301 = -191725.515707
  nChanged 18
		SP:Iteration 18Q (2252.090000 sec): 3 clusters
  Score: Raw -194226.049984 + Penalty 2489.996301 = -191736.053682
  nChanged 13
		SP:Iteration 19Q (2252.100000 sec): 3 clusters
  Score: Raw -194234.932725 + Penalty 2489.996301 = -191744.936424
  nChanged 19
		SP:Iteration 20F (2252.100000 sec): 3 clusters
  Score: Raw -194245.033407 + Penalty 2489.996301 = -191755.037105
  nChanged 17
		SP:Iteration 21Q (2252.110000 sec): 3 clusters
  Score: Raw -194256.200616 + Penalty 2489.996301 = -191766.204314
  nChanged 12
		SP:Iteration 22Q (2252.110000 sec): 3 clusters
  Score: Raw -194262.929452 + Penalty 2489.996301 = -191772.933150
  nChanged 10
		SP:Iteration 23Q (2252.120000 sec): 3 clusters
  Score: Raw -194268.358840 + Penalty 2489.996301 = -191778.362538
  nChanged 10
		SP:Iteration 24Q (2252.120000 sec): 3 clusters
  Score: Raw -194274.547142 + Penalty 2489.996301 = -191784.550840
  nChanged 6
		SP:Iteration 25Q (2252.130000 sec): 3 clusters
  Score: Raw -194277.414344 + Penalty 2489.996301 = -191787.418043
  nChanged 7
		SP:Iteration 26Q (2252.130000 sec): 3 clusters
  Score: Raw -194281.124894 + Penalty 2489.996301 = -191791.128593
  nChanged 9
		SP:Iteration 27Q (2252.140000 sec): 3 clusters
  Score: Raw -194286.926633 + Penalty 2489.996301 = -191796.930331
  nChanged 6
		SP:Iteration 28Q (2252.140000 sec): 3 clusters
  Score: Raw -194289.880965 + Penalty 2489.996301 = -191799.884664
  nChanged 8
		SP:Iteration 29Q (2252.150000 sec): 3 clusters
  Score: Raw -194293.994054 + Penalty 2489.996301 = -191803.997753
  nChanged 8
		SP:Iteration 30Q (2252.150000 sec): 3 clusters
  Score: Raw -194298.851709 + Penalty 2489.996301 = -191808.855408
  nChanged 7
		SP:Iteration 31Q (2252.160000 sec): 3 clusters
  Score: Raw -194302.443308 + Penalty 2489.996301 = -191812.447007
  nChanged 7
		SP:Iteration 32Q (2252.160000 sec): 3 clusters
  Score: Raw -194305.524536 + Penalty 2489.996301 = -191815.528234
  nChanged 6
		SP:Iteration 33Q (2252.170000 sec): 3 clusters
  Score: Raw -194307.546223 + Penalty 2489.996301 = -191817.549921
  nChanged 4
		SP:Iteration 34Q (2252.170000 sec): 3 clusters
  Score: Raw -194309.441600 + Penalty 2489.996301 = -191819.445299
  nChanged 2
		SP:Iteration 35Q (2252.180000 sec): 3 clusters
  Score: Raw -194310.069082 + Penalty 2489.996301 = -191820.072780
  nChanged 1
		SP:Iteration 36Q (2252.180000 sec): 3 clusters
  Score: Raw -194310.239082 + Penalty 2489.996301 = -191820.242781
  nChanged 0
		SP:Iteration 37F (2252.190000 sec): 3 clusters
  Score: Raw -194310.239082 + Penalty 2489.996301 = -191820.242781
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 51 (20586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2252.260000 sec): 2 clusters
  Score: Raw -2049012.996925 + Penalty 1614.009558 = -2047398.987367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2252.320000 sec): 3 clusters
  Score: Raw -2036632.609538 + Penalty 3228.019116 = -2033404.590421
  nChanged 9300
		SP:Iteration 1F (2252.370000 sec): 3 clusters
  Score: Raw -2041821.241232 + Penalty 3228.019116 = -2038593.222115
  nChanged 1114
		SP:Iteration 2F (2252.420000 sec): 3 clusters
  Score: Raw -2042248.774464 + Penalty 3228.019116 = -2039020.755347
  nChanged 1029
		SP:Iteration 3Q (2252.480000 sec): 3 clusters
  Score: Raw -2042613.017858 + Penalty 3228.019116 = -2039384.998742
  nChanged 919
		SP:Iteration 4Q (2252.540000 sec): 3 clusters
  Score: Raw -2042923.625642 + Penalty 3228.019116 = -2039695.606526
  nChanged 855
		SP:Iteration 5Q (2252.590000 sec): 3 clusters
  Score: Raw -2043229.752805 + Penalty 3228.019116 = -2040001.733689
  nChanged 865
		SP:Iteration 6Q (2252.650000 sec): 3 clusters
  Score: Raw -2043574.531555 + Penalty 3228.019116 = -2040346.512438
  nChanged 891
		SP:Iteration 7Q (2252.710000 sec): 3 clusters
  Score: Raw -2043965.656946 + Penalty 3228.019116 = -2040737.637830
  nChanged 929
		SP:Iteration 8Q (2252.760000 sec): 3 clusters
  Score: Raw -2044398.604215 + Penalty 3228.019116 = -2041170.585098
  nChanged 989
		SP:Iteration 9Q (2252.820000 sec): 3 clusters
  Score: Raw -2044890.894049 + Penalty 3228.019116 = -2041662.874933
  nChanged 995
		SP:Iteration 10Q (2252.870000 sec): 3 clusters
  Score: Raw -2045399.308520 + Penalty 3228.019116 = -2042171.289403
  nChanged 975
		SP:Iteration 11Q (2252.930000 sec): 3 clusters
  Score: Raw -2045931.237586 + Penalty 3228.019116 = -2042703.218470
  nChanged 921
		SP:Iteration 12Q (2252.990000 sec): 3 clusters
  Score: Raw -2046459.957311 + Penalty 3228.019116 = -2043231.938195
  nChanged 869
		SP:Iteration 13Q (2253.040000 sec): 3 clusters
  Score: Raw -2046963.896907 + Penalty 3228.019116 = -2043735.877790
  nChanged 757
		SP:Iteration 14Q (2253.100000 sec): 3 clusters
  Score: Raw -2047426.543456 + Penalty 3228.019116 = -2044198.524339
  nChanged 679
		SP:Iteration 15Q (2253.150000 sec): 3 clusters
  Score: Raw -2047853.852008 + Penalty 3228.019116 = -2044625.832892
  nChanged 575
		SP:Iteration 16Q (2253.210000 sec): 3 clusters
  Score: Raw -2048215.691892 + Penalty 3228.019116 = -2044987.672775
  nChanged 494
		SP:Iteration 17Q (2253.260000 sec): 3 clusters
  Score: Raw -2048540.959876 + Penalty 3228.019116 = -2045312.940759
  nChanged 376
		SP:Iteration 18Q (2253.320000 sec): 3 clusters
  Score: Raw -2048781.094273 + Penalty 3228.019116 = -2045553.075156
  nChanged 268
		SP:Iteration 19Q (2253.380000 sec): 3 clusters
  Score: Raw -2048949.425992 + Penalty 3228.019116 = -2045721.406875
  nChanged 197
		SP:Iteration 20F (2253.430000 sec): 3 clusters
  Score: Raw -2049086.236427 + Penalty 3228.019116 = -2045858.217310
  nChanged 137
		SP:Iteration 21Q (2253.480000 sec): 3 clusters
  Score: Raw -2049175.359268 + Penalty 3228.019116 = -2045947.340151
  nChanged 96
		SP:Iteration 22Q (2253.540000 sec): 3 clusters
  Score: Raw -2049246.018736 + Penalty 3228.019116 = -2046017.999620
  nChanged 65
		SP:Iteration 23Q (2253.590000 sec): 3 clusters
  Score: Raw -2049295.202812 + Penalty 3228.019116 = -2046067.183696
  nChanged 42
		SP:Iteration 24Q (2253.640000 sec): 3 clusters
  Score: Raw -2049321.053030 + Penalty 3228.019116 = -2046093.033913
  nChanged 23
		SP:Iteration 25Q (2253.680000 sec): 3 clusters
  Score: Raw -2049340.257397 + Penalty 3228.019116 = -2046112.238280
  nChanged 22
		SP:Iteration 26Q (2253.730000 sec): 3 clusters
  Score: Raw -2049355.313488 + Penalty 3228.019116 = -2046127.294371
  nChanged 15
		SP:Iteration 27Q (2253.770000 sec): 3 clusters
  Score: Raw -2049365.787219 + Penalty 3228.019116 = -2046137.768103
  nChanged 12
		SP:Iteration 28Q (2253.820000 sec): 3 clusters
  Score: Raw -2049372.329655 + Penalty 3228.019116 = -2046144.310538
  nChanged 5
		SP:Iteration 29Q (2253.860000 sec): 3 clusters
  Score: Raw -2049375.646889 + Penalty 3228.019116 = -2046147.627773
  nChanged 6
		SP:Iteration 30Q (2253.910000 sec): 3 clusters
  Score: Raw -2049380.344443 + Penalty 3228.019116 = -2046152.325326
  nChanged 10
		SP:Iteration 31Q (2253.960000 sec): 3 clusters
  Score: Raw -2049386.349303 + Penalty 3228.019116 = -2046158.330186
  nChanged 6
		SP:Iteration 32Q (2254.000000 sec): 3 clusters
  Score: Raw -2049391.120935 + Penalty 3228.019116 = -2046163.101818
  nChanged 5
		SP:Iteration 33Q (2254.040000 sec): 3 clusters
  Score: Raw -2049393.846331 + Penalty 3228.019116 = -2046165.827215
  nChanged 5
		SP:Iteration 34Q (2254.090000 sec): 3 clusters
  Score: Raw -2049397.263152 + Penalty 3228.019116 = -2046169.244035
  nChanged 5
		SP:Iteration 35Q (2254.140000 sec): 3 clusters
  Score: Raw -2049399.467995 + Penalty 3228.019116 = -2046171.448879
  nChanged 1
		SP:Iteration 36Q (2254.180000 sec): 3 clusters
  Score: Raw -2049399.840430 + Penalty 3228.019116 = -2046171.821313
  nChanged 0
		SP:Iteration 37F (2254.230000 sec): 3 clusters
  Score: Raw -2049399.840430 + Penalty 3228.019116 = -2046171.821313
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 52 (821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2254.250000 sec): 2 clusters
  Score: Raw -75799.280778 + Penalty 1090.460005 = -74708.820773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2254.250000 sec): 3 clusters
  Score: Raw -75668.082517 + Penalty 2180.920011 = -73487.162507
  nChanged 257
		SP:Iteration 1F (2254.260000 sec): 3 clusters
  Score: Raw -76050.181338 + Penalty 2180.920011 = -73869.261328
  nChanged 81
		SP:Iteration 2F (2254.260000 sec): 3 clusters
  Score: Raw -76181.731428 + Penalty 2180.920011 = -74000.811418
  nChanged 51
		SP:Iteration 3F (2254.260000 sec): 3 clusters
  Score: Raw -76250.603489 + Penalty 2180.920011 = -74069.683478
  nChanged 30
		SP:Iteration 4Q (2254.260000 sec): 3 clusters
  Score: Raw -76296.786951 + Penalty 2180.920011 = -74115.866940
  nChanged 22
		SP:Iteration 5Q (2254.260000 sec): 3 clusters
  Score: Raw -76319.936735 + Penalty 2180.920011 = -74139.016724
  nChanged 18
		SP:Iteration 6Q (2254.260000 sec): 3 clusters
  Score: Raw -76342.966900 + Penalty 2180.920011 = -74162.046889
  nChanged 14
		SP:Iteration 7Q (2254.270000 sec): 3 clusters
  Score: Raw -76362.757943 + Penalty 2180.920011 = -74181.837932
  nChanged 14
		SP:Iteration 8Q (2254.270000 sec): 3 clusters
  Score: Raw -76381.520716 + Penalty 2180.920011 = -74200.600705
  nChanged 14
		SP:Iteration 9Q (2254.270000 sec): 3 clusters
  Score: Raw -76396.954435 + Penalty 2180.920011 = -74216.034424
  nChanged 12
		SP:Iteration 10Q (2254.270000 sec): 3 clusters
  Score: Raw -76413.951889 + Penalty 2180.920011 = -74233.031878
  nChanged 8
		SP:Iteration 11Q (2254.280000 sec): 3 clusters
  Score: Raw -76421.178564 + Penalty 2180.920011 = -74240.258553
  nChanged 9
		SP:Iteration 12Q (2254.280000 sec): 3 clusters
  Score: Raw -76429.029862 + Penalty 2180.920011 = -74248.109851
  nChanged 4
		SP:Iteration 13Q (2254.280000 sec): 3 clusters
  Score: Raw -76433.797761 + Penalty 2180.920011 = -74252.877751
  nChanged 7
		SP:Iteration 14Q (2254.280000 sec): 3 clusters
  Score: Raw -76442.000613 + Penalty 2180.920011 = -74261.080603
  nChanged 9
		SP:Iteration 15Q (2254.280000 sec): 3 clusters
  Score: Raw -76454.745975 + Penalty 2180.920011 = -74273.825964
  nChanged 10
		SP:Iteration 16Q (2254.280000 sec): 3 clusters
  Score: Raw -76472.630612 + Penalty 2180.920011 = -74291.710601
  nChanged 11
		SP:Iteration 17Q (2254.290000 sec): 3 clusters
  Score: Raw -76496.315382 + Penalty 2180.920011 = -74315.395371
  nChanged 9
		SP:Iteration 18Q (2254.290000 sec): 3 clusters
  Score: Raw -76513.284615 + Penalty 2180.920011 = -74332.364605
  nChanged 8
		SP:Iteration 19Q (2254.290000 sec): 3 clusters
  Score: Raw -76526.408884 + Penalty 2180.920011 = -74345.488873
  nChanged 5
		SP:Iteration 20F (2254.290000 sec): 3 clusters
  Score: Raw -76536.667378 + Penalty 2180.920011 = -74355.747367
  nChanged 3
		SP:Iteration 21Q (2254.290000 sec): 3 clusters
  Score: Raw -76547.065192 + Penalty 2180.920011 = -74366.145182
  nChanged 3
		SP:Iteration 22Q (2254.300000 sec): 3 clusters
  Score: Raw -76551.288589 + Penalty 2180.920011 = -74370.368579
  nChanged 3
		SP:Iteration 23Q (2254.300000 sec): 3 clusters
  Score: Raw -76558.560257 + Penalty 2180.920011 = -74377.640247
  nChanged 2
		SP:Iteration 24Q (2254.300000 sec): 3 clusters
  Score: Raw -76563.163941 + Penalty 2180.920011 = -74382.243930
  nChanged 2
		SP:Iteration 25Q (2254.300000 sec): 3 clusters
  Score: Raw -76565.939602 + Penalty 2180.920011 = -74385.019591
  nChanged 1
		SP:Iteration 26Q (2254.300000 sec): 3 clusters
  Score: Raw -76568.701019 + Penalty 2180.920011 = -74387.781008
  nChanged 5
		SP:Iteration 27Q (2254.300000 sec): 3 clusters
  Score: Raw -76579.418378 + Penalty 2180.920011 = -74398.498368
  nChanged 6
		SP:Iteration 28Q (2254.300000 sec): 3 clusters
  Score: Raw -76605.667265 + Penalty 2180.920011 = -74424.747255
  nChanged 4
		SP:Iteration 29Q (2254.310000 sec): 3 clusters
  Score: Raw -76623.183864 + Penalty 2180.920011 = -74442.263853
  nChanged 2
		SP:Iteration 30Q (2254.310000 sec): 3 clusters
  Score: Raw -76625.558497 + Penalty 2180.920011 = -74444.638486
  nChanged 0
		SP:Iteration 31F (2254.310000 sec): 3 clusters
  Score: Raw -76625.558497 + Penalty 2180.920011 = -74444.638486
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 53 (2825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2254.320000 sec): 2 clusters
  Score: Raw -287906.220468 + Penalty 1291.267842 = -286614.952626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2254.330000 sec): 3 clusters
  Score: Raw -286551.445098 + Penalty 2582.535684 = -283968.909414
  nChanged 1079
		SP:Iteration 1F (2254.340000 sec): 3 clusters
  Score: Raw -287174.042072 + Penalty 2582.535684 = -284591.506388
  nChanged 212
		SP:Iteration 2F (2254.340000 sec): 3 clusters
  Score: Raw -287296.136999 + Penalty 2582.535684 = -284713.601315
  nChanged 138
		SP:Iteration 3Q (2254.350000 sec): 3 clusters
  Score: Raw -287368.775917 + Penalty 2582.535684 = -284786.240233
  nChanged 92
		SP:Iteration 4Q (2254.360000 sec): 3 clusters
  Score: Raw -287419.874349 + Penalty 2582.535684 = -284837.338665
  nChanged 89
		SP:Iteration 5Q (2254.360000 sec): 3 clusters
  Score: Raw -287466.510959 + Penalty 2582.535684 = -284883.975275
  nChanged 75
		SP:Iteration 6Q (2254.370000 sec): 3 clusters
  Score: Raw -287508.915391 + Penalty 2582.535684 = -284926.379707
  nChanged 68
		SP:Iteration 7Q (2254.380000 sec): 3 clusters
  Score: Raw -287554.230895 + Penalty 2582.535684 = -284971.695211
  nChanged 74
		SP:Iteration 8Q (2254.390000 sec): 3 clusters
  Score: Raw -287602.341494 + Penalty 2582.535684 = -285019.805810
  nChanged 80
		SP:Iteration 9Q (2254.400000 sec): 3 clusters
  Score: Raw -287663.752801 + Penalty 2582.535684 = -285081.217117
  nChanged 74
		SP:Iteration 10Q (2254.400000 sec): 3 clusters
  Score: Raw -287711.666990 + Penalty 2582.535684 = -285129.131305
  nChanged 71
		SP:Iteration 11Q (2254.410000 sec): 3 clusters
  Score: Raw -287768.753219 + Penalty 2582.535684 = -285186.217535
  nChanged 85
		SP:Iteration 12Q (2254.420000 sec): 3 clusters
  Score: Raw -287841.464714 + Penalty 2582.535684 = -285258.929030
  nChanged 74
		SP:Iteration 13Q (2254.420000 sec): 3 clusters
  Score: Raw -287898.484437 + Penalty 2582.535684 = -285315.948753
  nChanged 65
		SP:Iteration 14Q (2254.430000 sec): 3 clusters
  Score: Raw -287948.100570 + Penalty 2582.535684 = -285365.564886
  nChanged 66
		SP:Iteration 15Q (2254.440000 sec): 3 clusters
  Score: Raw -287990.559928 + Penalty 2582.535684 = -285408.024244
  nChanged 56
		SP:Iteration 16Q (2254.440000 sec): 3 clusters
  Score: Raw -288020.593975 + Penalty 2582.535684 = -285438.058291
  nChanged 44
		SP:Iteration 17Q (2254.450000 sec): 3 clusters
  Score: Raw -288046.106070 + Penalty 2582.535684 = -285463.570386
  nChanged 33
		SP:Iteration 18Q (2254.460000 sec): 3 clusters
  Score: Raw -288065.309289 + Penalty 2582.535684 = -285482.773605
  nChanged 37
		SP:Iteration 19Q (2254.460000 sec): 3 clusters
  Score: Raw -288083.781317 + Penalty 2582.535684 = -285501.245633
  nChanged 31
		SP:Iteration 20F (2254.470000 sec): 3 clusters
  Score: Raw -288100.267901 + Penalty 2582.535684 = -285517.732216
  nChanged 30
		SP:Iteration 21Q (2254.480000 sec): 3 clusters
  Score: Raw -288119.686599 + Penalty 2582.535684 = -285537.150915
  nChanged 30
		SP:Iteration 22Q (2254.480000 sec): 3 clusters
  Score: Raw -288134.588816 + Penalty 2582.535684 = -285552.053132
  nChanged 22
		SP:Iteration 23Q (2254.490000 sec): 3 clusters
  Score: Raw -288142.831508 + Penalty 2582.535684 = -285560.295824
  nChanged 19
		SP:Iteration 24Q (2254.500000 sec): 3 clusters
  Score: Raw -288148.876863 + Penalty 2582.535684 = -285566.341179
  nChanged 7
		SP:Iteration 25Q (2254.500000 sec): 3 clusters
  Score: Raw -288152.356193 + Penalty 2582.535684 = -285569.820508
  nChanged 4
		SP:Iteration 26Q (2254.510000 sec): 3 clusters
  Score: Raw -288154.014332 + Penalty 2582.535684 = -285571.478648
  nChanged 4
		SP:Iteration 27Q (2254.520000 sec): 3 clusters
  Score: Raw -288154.836764 + Penalty 2582.535684 = -285572.301080
  nChanged 2
		SP:Iteration 28Q (2254.520000 sec): 3 clusters
  Score: Raw -288155.462729 + Penalty 2582.535684 = -285572.927045
  nChanged 3
		SP:Iteration 29Q (2254.530000 sec): 3 clusters
  Score: Raw -288156.031851 + Penalty 2582.535684 = -285573.496167
  nChanged 1
		SP:Iteration 30Q (2254.540000 sec): 3 clusters
  Score: Raw -288156.289676 + Penalty 2582.535684 = -285573.753992
  nChanged 0
		SP:Iteration 31F (2254.540000 sec): 3 clusters
  Score: Raw -288156.289676 + Penalty 2582.535684 = -285573.753992
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 54 (9468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2254.580000 sec): 2 clusters
  Score: Raw -976051.314315 + Penalty 1487.796858 = -974563.517457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2254.600000 sec): 3 clusters
  Score: Raw -970777.238342 + Penalty 2975.593715 = -967801.644626
  nChanged 4004
		SP:Iteration 1F (2254.620000 sec): 3 clusters
  Score: Raw -972909.220706 + Penalty 2975.593715 = -969933.626991
  nChanged 565
		SP:Iteration 2F (2254.650000 sec): 3 clusters
  Score: Raw -973132.270625 + Penalty 2975.593715 = -970156.676909
  nChanged 436
		SP:Iteration 3Q (2254.670000 sec): 3 clusters
  Score: Raw -973299.041301 + Penalty 2975.593715 = -970323.447585
  nChanged 399
		SP:Iteration 4Q (2254.700000 sec): 3 clusters
  Score: Raw -973458.729304 + Penalty 2975.593715 = -970483.135588
  nChanged 386
		SP:Iteration 5Q (2254.720000 sec): 3 clusters
  Score: Raw -973624.102025 + Penalty 2975.593715 = -970648.508310
  nChanged 410
		SP:Iteration 6Q (2254.750000 sec): 3 clusters
  Score: Raw -973817.282345 + Penalty 2975.593715 = -970841.688630
  nChanged 418
		SP:Iteration 7Q (2254.770000 sec): 3 clusters
  Score: Raw -974041.524876 + Penalty 2975.593715 = -971065.931161
  nChanged 458
		SP:Iteration 8Q (2254.800000 sec): 3 clusters
  Score: Raw -974315.631569 + Penalty 2975.593715 = -971340.037853
  nChanged 473
		SP:Iteration 9Q (2254.820000 sec): 3 clusters
  Score: Raw -974631.819610 + Penalty 2975.593715 = -971656.225895
  nChanged 462
		SP:Iteration 10Q (2254.840000 sec): 3 clusters
  Score: Raw -974964.320156 + Penalty 2975.593715 = -971988.726440
  nChanged 402
		SP:Iteration 11Q (2254.870000 sec): 3 clusters
  Score: Raw -975238.963929 + Penalty 2975.593715 = -972263.370213
  nChanged 323
		SP:Iteration 12Q (2254.890000 sec): 3 clusters
  Score: Raw -975471.697906 + Penalty 2975.593715 = -972496.104190
  nChanged 270
		SP:Iteration 13Q (2254.920000 sec): 3 clusters
  Score: Raw -975670.337623 + Penalty 2975.593715 = -972694.743907
  nChanged 199
		SP:Iteration 14Q (2254.940000 sec): 3 clusters
  Score: Raw -975822.347875 + Penalty 2975.593715 = -972846.754160
  nChanged 154
		SP:Iteration 15Q (2254.960000 sec): 3 clusters
  Score: Raw -975950.604714 + Penalty 2975.593715 = -972975.010999
  nChanged 116
		SP:Iteration 16Q (2254.980000 sec): 3 clusters
  Score: Raw -976049.111616 + Penalty 2975.593715 = -973073.517901
  nChanged 81
		SP:Iteration 17Q (2255.000000 sec): 3 clusters
  Score: Raw -976113.869807 + Penalty 2975.593715 = -973138.276092
  nChanged 56
		SP:Iteration 18Q (2255.020000 sec): 3 clusters
  Score: Raw -976152.130193 + Penalty 2975.593715 = -973176.536478
  nChanged 34
		SP:Iteration 19Q (2255.040000 sec): 3 clusters
  Score: Raw -976170.511351 + Penalty 2975.593715 = -973194.917635
  nChanged 23
		SP:Iteration 20F (2255.070000 sec): 3 clusters
  Score: Raw -976187.194906 + Penalty 2975.593715 = -973211.601191
  nChanged 28
		SP:Iteration 21Q (2255.090000 sec): 3 clusters
  Score: Raw -976206.934009 + Penalty 2975.593715 = -973231.340294
  nChanged 24
		SP:Iteration 22Q (2255.110000 sec): 3 clusters
  Score: Raw -976221.193537 + Penalty 2975.593715 = -973245.599822
  nChanged 13
		SP:Iteration 23Q (2255.130000 sec): 3 clusters
  Score: Raw -976231.910863 + Penalty 2975.593715 = -973256.317147
  nChanged 15
		SP:Iteration 24Q (2255.150000 sec): 3 clusters
  Score: Raw -976242.808234 + Penalty 2975.593715 = -973267.214519
  nChanged 9
		SP:Iteration 25Q (2255.170000 sec): 3 clusters
  Score: Raw -976248.428430 + Penalty 2975.593715 = -973272.834715
  nChanged 5
		SP:Iteration 26Q (2255.190000 sec): 3 clusters
  Score: Raw -976251.357251 + Penalty 2975.593715 = -973275.763536
  nChanged 4
		SP:Iteration 27Q (2255.200000 sec): 3 clusters
  Score: Raw -976253.063717 + Penalty 2975.593715 = -973277.470002
  nChanged 4
		SP:Iteration 28Q (2255.220000 sec): 3 clusters
  Score: Raw -976257.217676 + Penalty 2975.593715 = -973281.623960
  nChanged 8
		SP:Iteration 29Q (2255.240000 sec): 3 clusters
  Score: Raw -976262.573475 + Penalty 2975.593715 = -973286.979760
  nChanged 5
		SP:Iteration 30Q (2255.260000 sec): 3 clusters
  Score: Raw -976267.125483 + Penalty 2975.593715 = -973291.531768
  nChanged 8
		SP:Iteration 31Q (2255.280000 sec): 3 clusters
  Score: Raw -976273.502111 + Penalty 2975.593715 = -973297.908395
  nChanged 11
		SP:Iteration 32Q (2255.300000 sec): 3 clusters
  Score: Raw -976280.686476 + Penalty 2975.593715 = -973305.092760
  nChanged 5
		SP:Iteration 33Q (2255.320000 sec): 3 clusters
  Score: Raw -976282.777657 + Penalty 2975.593715 = -973307.183942
  nChanged 1
		SP:Iteration 34Q (2255.340000 sec): 3 clusters
  Score: Raw -976283.226759 + Penalty 2975.593715 = -973307.633043
  nChanged 0
		SP:Iteration 35F (2255.360000 sec): 3 clusters
  Score: Raw -976283.226759 + Penalty 2975.593715 = -973307.633043
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 55 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2255.370000 sec): 2 clusters
  Score: Raw -156610.723420 + Penalty 1210.826774 = -155399.896646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2255.380000 sec): 3 clusters
  Score: Raw -155950.163874 + Penalty 2421.653548 = -153528.510326
  nChanged 574
		SP:Iteration 1F (2255.380000 sec): 3 clusters
  Score: Raw -156395.041247 + Penalty 2421.653548 = -153973.387700
  nChanged 141
		SP:Iteration 2F (2255.380000 sec): 3 clusters
  Score: Raw -156531.133538 + Penalty 2421.653548 = -154109.479990
  nChanged 85
		SP:Iteration 3Q (2255.390000 sec): 3 clusters
  Score: Raw -156624.464600 + Penalty 2421.653548 = -154202.811052
  nChanged 93
		SP:Iteration 4F (2255.400000 sec): 3 clusters
  Score: Raw -156725.165238 + Penalty 2421.653548 = -154303.511690
  nChanged 73
		SP:Iteration 5Q (2255.400000 sec): 3 clusters
  Score: Raw -156787.904307 + Penalty 2421.653548 = -154366.250759
  nChanged 46
		SP:Iteration 6Q (2255.400000 sec): 3 clusters
  Score: Raw -156826.853152 + Penalty 2421.653548 = -154405.199605
  nChanged 43
		SP:Iteration 7Q (2255.410000 sec): 3 clusters
  Score: Raw -156870.876806 + Penalty 2421.653548 = -154449.223259
  nChanged 31
		SP:Iteration 8Q (2255.410000 sec): 3 clusters
  Score: Raw -156903.668243 + Penalty 2421.653548 = -154482.014695
  nChanged 23
		SP:Iteration 9Q (2255.420000 sec): 3 clusters
  Score: Raw -156921.531928 + Penalty 2421.653548 = -154499.878380
  nChanged 22
		SP:Iteration 10Q (2255.420000 sec): 3 clusters
  Score: Raw -156936.207227 + Penalty 2421.653548 = -154514.553680
  nChanged 21
		SP:Iteration 11Q (2255.420000 sec): 3 clusters
  Score: Raw -156951.006585 + Penalty 2421.653548 = -154529.353037
  nChanged 20
		SP:Iteration 12Q (2255.430000 sec): 3 clusters
  Score: Raw -156966.280129 + Penalty 2421.653548 = -154544.626582
  nChanged 21
		SP:Iteration 13Q (2255.430000 sec): 3 clusters
  Score: Raw -156981.375283 + Penalty 2421.653548 = -154559.721736
  nChanged 17
		SP:Iteration 14Q (2255.440000 sec): 3 clusters
  Score: Raw -156993.895500 + Penalty 2421.653548 = -154572.241952
  nChanged 13
		SP:Iteration 15Q (2255.440000 sec): 3 clusters
  Score: Raw -157001.733124 + Penalty 2421.653548 = -154580.079576
  nChanged 11
		SP:Iteration 16Q (2255.440000 sec): 3 clusters
  Score: Raw -157008.335104 + Penalty 2421.653548 = -154586.681556
  nChanged 7
		SP:Iteration 17Q (2255.450000 sec): 3 clusters
  Score: Raw -157012.134775 + Penalty 2421.653548 = -154590.481228
  nChanged 9
		SP:Iteration 18Q (2255.450000 sec): 3 clusters
  Score: Raw -157019.945100 + Penalty 2421.653548 = -154598.291552
  nChanged 11
		SP:Iteration 19Q (2255.460000 sec): 3 clusters
  Score: Raw -157027.385558 + Penalty 2421.653548 = -154605.732010
  nChanged 9
		SP:Iteration 20F (2255.460000 sec): 3 clusters
  Score: Raw -157032.493491 + Penalty 2421.653548 = -154610.839944
  nChanged 6
		SP:Iteration 21Q (2255.460000 sec): 3 clusters
  Score: Raw -157035.666484 + Penalty 2421.653548 = -154614.012936
  nChanged 4
		SP:Iteration 22Q (2255.470000 sec): 3 clusters
  Score: Raw -157038.870106 + Penalty 2421.653548 = -154617.216559
  nChanged 2
		SP:Iteration 23Q (2255.470000 sec): 3 clusters
  Score: Raw -157039.994943 + Penalty 2421.653548 = -154618.341396
  nChanged 3
		SP:Iteration 24Q (2255.480000 sec): 3 clusters
  Score: Raw -157042.649897 + Penalty 2421.653548 = -154620.996349
  nChanged 5
		SP:Iteration 25Q (2255.480000 sec): 3 clusters
  Score: Raw -157044.356316 + Penalty 2421.653548 = -154622.702768
  nChanged 4
		SP:Iteration 26Q (2255.480000 sec): 3 clusters
  Score: Raw -157046.655433 + Penalty 2421.653548 = -154625.001885
  nChanged 5
		SP:Iteration 27Q (2255.490000 sec): 3 clusters
  Score: Raw -157049.661299 + Penalty 2421.653548 = -154628.007752
  nChanged 4
		SP:Iteration 28Q (2255.490000 sec): 3 clusters
  Score: Raw -157051.082249 + Penalty 2421.653548 = -154629.428702
  nChanged 4
		SP:Iteration 29Q (2255.500000 sec): 3 clusters
  Score: Raw -157053.481376 + Penalty 2421.653548 = -154631.827829
  nChanged 2
		SP:Iteration 30Q (2255.500000 sec): 3 clusters
  Score: Raw -157054.884077 + Penalty 2421.653548 = -154633.230530
  nChanged 3
		SP:Iteration 31Q (2255.510000 sec): 3 clusters
  Score: Raw -157056.208332 + Penalty 2421.653548 = -154634.554784
  nChanged 3
		SP:Iteration 32Q (2255.510000 sec): 3 clusters
  Score: Raw -157057.250321 + Penalty 2421.653548 = -154635.596773
  nChanged 2
		SP:Iteration 33Q (2255.520000 sec): 3 clusters
  Score: Raw -157057.640571 + Penalty 2421.653548 = -154635.987023
  nChanged 2
		SP:Iteration 34Q (2255.520000 sec): 3 clusters
  Score: Raw -157059.561986 + Penalty 2421.653548 = -154637.908438
  nChanged 2
		SP:Iteration 35Q (2255.520000 sec): 3 clusters
  Score: Raw -157060.089205 + Penalty 2421.653548 = -154638.435658
  nChanged 1
		SP:Iteration 36Q (2255.530000 sec): 3 clusters
  Score: Raw -157060.958289 + Penalty 2421.653548 = -154639.304742
  nChanged 0
		SP:Iteration 37F (2255.530000 sec): 3 clusters
  Score: Raw -157060.958289 + Penalty 2421.653548 = -154639.304742
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 56 (1279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2255.540000 sec): 2 clusters
  Score: Raw -132919.519401 + Penalty 1162.497993 = -131757.021408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2255.540000 sec): 3 clusters
  Score: Raw -132466.606176 + Penalty 2324.995986 = -130141.610190
  nChanged 380
		SP:Iteration 1F (2255.540000 sec): 3 clusters
  Score: Raw -132751.434044 + Penalty 2324.995986 = -130426.438059
  nChanged 92
		SP:Iteration 2F (2255.550000 sec): 3 clusters
  Score: Raw -132843.589927 + Penalty 2324.995986 = -130518.593941
  nChanged 66
		SP:Iteration 3F (2255.550000 sec): 3 clusters
  Score: Raw -132905.816040 + Penalty 2324.995986 = -130580.820054
  nChanged 33
		SP:Iteration 4Q (2255.550000 sec): 3 clusters
  Score: Raw -132941.973093 + Penalty 2324.995986 = -130616.977108
  nChanged 26
		SP:Iteration 5Q (2255.560000 sec): 3 clusters
  Score: Raw -132969.520003 + Penalty 2324.995986 = -130644.524017
  nChanged 26
		SP:Iteration 6Q (2255.560000 sec): 3 clusters
  Score: Raw -132989.773097 + Penalty 2324.995986 = -130664.777111
  nChanged 18
		SP:Iteration 7Q (2255.560000 sec): 3 clusters
  Score: Raw -133007.227478 + Penalty 2324.995986 = -130682.231493
  nChanged 17
		SP:Iteration 8Q (2255.570000 sec): 3 clusters
  Score: Raw -133030.055577 + Penalty 2324.995986 = -130705.059591
  nChanged 29
		SP:Iteration 9Q (2255.570000 sec): 3 clusters
  Score: Raw -133064.182829 + Penalty 2324.995986 = -130739.186843
  nChanged 26
		SP:Iteration 10Q (2255.570000 sec): 3 clusters
  Score: Raw -133106.290463 + Penalty 2324.995986 = -130781.294478
  nChanged 29
		SP:Iteration 11Q (2255.580000 sec): 3 clusters
  Score: Raw -133138.971058 + Penalty 2324.995986 = -130813.975072
  nChanged 17
		SP:Iteration 12Q (2255.580000 sec): 3 clusters
  Score: Raw -133158.409237 + Penalty 2324.995986 = -130833.413251
  nChanged 10
		SP:Iteration 13Q (2255.580000 sec): 3 clusters
  Score: Raw -133164.480250 + Penalty 2324.995986 = -130839.484264
  nChanged 5
		SP:Iteration 14Q (2255.580000 sec): 3 clusters
  Score: Raw -133168.220683 + Penalty 2324.995986 = -130843.224698
  nChanged 5
		SP:Iteration 15Q (2255.590000 sec): 3 clusters
  Score: Raw -133172.301654 + Penalty 2324.995986 = -130847.305669
  nChanged 2
		SP:Iteration 16Q (2255.590000 sec): 3 clusters
  Score: Raw -133173.703036 + Penalty 2324.995986 = -130848.707050
  nChanged 1
		SP:Iteration 17Q (2255.590000 sec): 3 clusters
  Score: Raw -133174.023077 + Penalty 2324.995986 = -130849.027091
  nChanged 2
		SP:Iteration 18Q (2255.600000 sec): 3 clusters
  Score: Raw -133177.476415 + Penalty 2324.995986 = -130852.480430
  nChanged 5
		SP:Iteration 19Q (2255.600000 sec): 3 clusters
  Score: Raw -133180.753561 + Penalty 2324.995986 = -130855.757576
  nChanged 2
		SP:Iteration 20F (2255.600000 sec): 3 clusters
  Score: Raw -133182.335646 + Penalty 2324.995986 = -130857.339660
  nChanged 1
		SP:Iteration 21Q (2255.600000 sec): 3 clusters
  Score: Raw -133183.297935 + Penalty 2324.995986 = -130858.301949
  nChanged 0
		SP:Iteration 22F (2255.610000 sec): 3 clusters
  Score: Raw -133183.297935 + Penalty 2324.995986 = -130858.301949
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 57 (3695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2255.620000 sec): 2 clusters
  Score: Raw -284740.966511 + Penalty 1334.894573 = -283406.071938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2255.630000 sec): 3 clusters
  Score: Raw -282994.725934 + Penalty 2669.789146 = -280324.936789
  nChanged 1457
		SP:Iteration 1F (2255.640000 sec): 3 clusters
  Score: Raw -284115.256299 + Penalty 2669.789146 = -281445.467153
  nChanged 366
		SP:Iteration 2F (2255.650000 sec): 3 clusters
  Score: Raw -284530.014007 + Penalty 2669.789146 = -281860.224861
  nChanged 305
		SP:Iteration 3F (2255.660000 sec): 3 clusters
  Score: Raw -284867.779512 + Penalty 2669.789146 = -282197.990366
  nChanged 213
		SP:Iteration 4F (2255.670000 sec): 3 clusters
  Score: Raw -285065.457669 + Penalty 2669.789146 = -282395.668523
  nChanged 155
		SP:Iteration 5Q (2255.680000 sec): 3 clusters
  Score: Raw -285184.948015 + Penalty 2669.789146 = -282515.158869
  nChanged 103
		SP:Iteration 6Q (2255.690000 sec): 3 clusters
  Score: Raw -285250.093275 + Penalty 2669.789146 = -282580.304129
  nChanged 86
		SP:Iteration 7Q (2255.700000 sec): 3 clusters
  Score: Raw -285309.007762 + Penalty 2669.789146 = -282639.218617
  nChanged 76
		SP:Iteration 8Q (2255.700000 sec): 3 clusters
  Score: Raw -285364.408686 + Penalty 2669.789146 = -282694.619540
  nChanged 80
		SP:Iteration 9Q (2255.710000 sec): 3 clusters
  Score: Raw -285429.992415 + Penalty 2669.789146 = -282760.203269
  nChanged 73
		SP:Iteration 10Q (2255.720000 sec): 3 clusters
  Score: Raw -285478.397153 + Penalty 2669.789146 = -282808.608007
  nChanged 61
		SP:Iteration 11Q (2255.730000 sec): 3 clusters
  Score: Raw -285516.075988 + Penalty 2669.789146 = -282846.286842
  nChanged 57
		SP:Iteration 12Q (2255.740000 sec): 3 clusters
  Score: Raw -285544.322472 + Penalty 2669.789146 = -282874.533326
  nChanged 43
		SP:Iteration 13Q (2255.750000 sec): 3 clusters
  Score: Raw -285570.065903 + Penalty 2669.789146 = -282900.276758
  nChanged 41
		SP:Iteration 14Q (2255.760000 sec): 3 clusters
  Score: Raw -285582.658121 + Penalty 2669.789146 = -282912.868975
  nChanged 27
		SP:Iteration 15Q (2255.770000 sec): 3 clusters
  Score: Raw -285592.530866 + Penalty 2669.789146 = -282922.741720
  nChanged 29
		SP:Iteration 16Q (2255.780000 sec): 3 clusters
  Score: Raw -285606.162069 + Penalty 2669.789146 = -282936.372923
  nChanged 32
		SP:Iteration 17Q (2255.790000 sec): 3 clusters
  Score: Raw -285628.453157 + Penalty 2669.789146 = -282958.664011
  nChanged 37
		SP:Iteration 18Q (2255.800000 sec): 3 clusters
  Score: Raw -285649.480081 + Penalty 2669.789146 = -282979.690935
  nChanged 43
		SP:Iteration 19Q (2255.810000 sec): 3 clusters
  Score: Raw -285678.287446 + Penalty 2669.789146 = -283008.498300
  nChanged 21
		SP:Iteration 20F (2255.810000 sec): 3 clusters
  Score: Raw -285689.920178 + Penalty 2669.789146 = -283020.131032
  nChanged 26
		SP:Iteration 21Q (2255.830000 sec): 3 clusters
  Score: Raw -285697.772085 + Penalty 2669.789146 = -283027.982939
  nChanged 14
		SP:Iteration 22Q (2255.830000 sec): 3 clusters
  Score: Raw -285702.350908 + Penalty 2669.789146 = -283032.561762
  nChanged 18
		SP:Iteration 23Q (2255.840000 sec): 3 clusters
  Score: Raw -285708.433377 + Penalty 2669.789146 = -283038.644231
  nChanged 24
		SP:Iteration 24Q (2255.850000 sec): 3 clusters
  Score: Raw -285718.368353 + Penalty 2669.789146 = -283048.579207
  nChanged 20
		SP:Iteration 25Q (2255.860000 sec): 3 clusters
  Score: Raw -285727.042051 + Penalty 2669.789146 = -283057.252905
  nChanged 25
		SP:Iteration 26Q (2255.870000 sec): 3 clusters
  Score: Raw -285737.955667 + Penalty 2669.789146 = -283068.166521
  nChanged 32
		SP:Iteration 27Q (2255.870000 sec): 3 clusters
  Score: Raw -285754.595105 + Penalty 2669.789146 = -283084.805959
  nChanged 33
		SP:Iteration 28Q (2255.890000 sec): 3 clusters
  Score: Raw -285773.168064 + Penalty 2669.789146 = -283103.378918
  nChanged 36
		SP:Iteration 29Q (2255.890000 sec): 3 clusters
  Score: Raw -285788.044619 + Penalty 2669.789146 = -283118.255473
  nChanged 34
		SP:Iteration 30Q (2255.900000 sec): 3 clusters
  Score: Raw -285800.030048 + Penalty 2669.789146 = -283130.240902
  nChanged 29
		SP:Iteration 31Q (2255.910000 sec): 3 clusters
  Score: Raw -285809.546222 + Penalty 2669.789146 = -283139.757076
  nChanged 25
		SP:Iteration 32Q (2255.920000 sec): 3 clusters
  Score: Raw -285815.843942 + Penalty 2669.789146 = -283146.054796
  nChanged 20
		SP:Iteration 33Q (2255.930000 sec): 3 clusters
  Score: Raw -285821.767662 + Penalty 2669.789146 = -283151.978516
  nChanged 14
		SP:Iteration 34Q (2255.930000 sec): 3 clusters
  Score: Raw -285825.093614 + Penalty 2669.789146 = -283155.304468
  nChanged 10
		SP:Iteration 35Q (2255.950000 sec): 3 clusters
  Score: Raw -285828.216973 + Penalty 2669.789146 = -283158.427827
  nChanged 8
		SP:Iteration 36Q (2255.950000 sec): 3 clusters
  Score: Raw -285830.165662 + Penalty 2669.789146 = -283160.376517
  nChanged 7
		SP:Iteration 37Q (2255.960000 sec): 3 clusters
  Score: Raw -285831.795344 + Penalty 2669.789146 = -283162.006198
  nChanged 5
		SP:Iteration 38Q (2255.970000 sec): 3 clusters
  Score: Raw -285832.935971 + Penalty 2669.789146 = -283163.146825
  nChanged 2
		SP:Iteration 39Q (2255.980000 sec): 3 clusters
  Score: Raw -285833.442281 + Penalty 2669.789146 = -283163.653135
  nChanged 1
		SP:Iteration 40F (2255.990000 sec): 3 clusters
  Score: Raw -285833.518516 + Penalty 2669.789146 = -283163.729370
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 58 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2256.000000 sec): 2 clusters
  Score: Raw -173958.906427 + Penalty 1212.236150 = -172746.670277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2256.010000 sec): 3 clusters
  Score: Raw -173224.668087 + Penalty 2424.472299 = -170800.195788
  nChanged 567
		SP:Iteration 1F (2256.010000 sec): 3 clusters
  Score: Raw -173559.186663 + Penalty 2424.472299 = -171134.714364
  nChanged 112
		SP:Iteration 2F (2256.010000 sec): 3 clusters
  Score: Raw -173636.564137 + Penalty 2424.472299 = -171212.091837
  nChanged 80
		SP:Iteration 3Q (2256.020000 sec): 3 clusters
  Score: Raw -173697.588167 + Penalty 2424.472299 = -171273.115868
  nChanged 57
		SP:Iteration 4Q (2256.020000 sec): 3 clusters
  Score: Raw -173731.228564 + Penalty 2424.472299 = -171306.756265
  nChanged 43
		SP:Iteration 5Q (2256.030000 sec): 3 clusters
  Score: Raw -173760.082636 + Penalty 2424.472299 = -171335.610337
  nChanged 33
		SP:Iteration 6Q (2256.030000 sec): 3 clusters
  Score: Raw -173783.127846 + Penalty 2424.472299 = -171358.655547
  nChanged 34
		SP:Iteration 7Q (2256.040000 sec): 3 clusters
  Score: Raw -173802.804708 + Penalty 2424.472299 = -171378.332409
  nChanged 21
		SP:Iteration 8Q (2256.040000 sec): 3 clusters
  Score: Raw -173816.589539 + Penalty 2424.472299 = -171392.117240
  nChanged 18
		SP:Iteration 9Q (2256.050000 sec): 3 clusters
  Score: Raw -173825.486264 + Penalty 2424.472299 = -171401.013965
  nChanged 15
		SP:Iteration 10Q (2256.050000 sec): 3 clusters
  Score: Raw -173832.199354 + Penalty 2424.472299 = -171407.727055
  nChanged 6
		SP:Iteration 11Q (2256.050000 sec): 3 clusters
  Score: Raw -173834.762780 + Penalty 2424.472299 = -171410.290481
  nChanged 5
		SP:Iteration 12Q (2256.060000 sec): 3 clusters
  Score: Raw -173837.344215 + Penalty 2424.472299 = -171412.871916
  nChanged 3
		SP:Iteration 13Q (2256.060000 sec): 3 clusters
  Score: Raw -173838.211810 + Penalty 2424.472299 = -171413.739511
  nChanged 4
		SP:Iteration 14Q (2256.070000 sec): 3 clusters
  Score: Raw -173839.522887 + Penalty 2424.472299 = -171415.050588
  nChanged 1
		SP:Iteration 15Q (2256.070000 sec): 3 clusters
  Score: Raw -173840.092643 + Penalty 2424.472299 = -171415.620344
  nChanged 3
		SP:Iteration 16Q (2256.070000 sec): 3 clusters
  Score: Raw -173841.718007 + Penalty 2424.472299 = -171417.245708
  nChanged 2
		SP:Iteration 17Q (2256.080000 sec): 3 clusters
  Score: Raw -173842.808758 + Penalty 2424.472299 = -171418.336459
  nChanged 2
		SP:Iteration 18Q (2256.080000 sec): 3 clusters
  Score: Raw -173843.921681 + Penalty 2424.472299 = -171419.449382
  nChanged 1
		SP:Iteration 19Q (2256.090000 sec): 3 clusters
  Score: Raw -173844.230791 + Penalty 2424.472299 = -171419.758492
  nChanged 1
		SP:Iteration 20F (2256.090000 sec): 3 clusters
  Score: Raw -173844.330637 + Penalty 2424.472299 = -171419.858338
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 59 (2438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2256.100000 sec): 2 clusters
  Score: Raw -259202.485629 + Penalty 1267.326663 = -257935.158966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2256.110000 sec): 3 clusters
  Score: Raw -258069.815965 + Penalty 2534.653326 = -255535.162640
  nChanged 873
		SP:Iteration 1F (2256.110000 sec): 3 clusters
  Score: Raw -258592.439706 + Penalty 2534.653326 = -256057.786380
  nChanged 177
		SP:Iteration 2F (2256.120000 sec): 3 clusters
  Score: Raw -258721.174714 + Penalty 2534.653326 = -256186.521388
  nChanged 118
		SP:Iteration 3Q (2256.120000 sec): 3 clusters
  Score: Raw -258792.386178 + Penalty 2534.653326 = -256257.732853
  nChanged 76
		SP:Iteration 4Q (2256.130000 sec): 3 clusters
  Score: Raw -258834.128420 + Penalty 2534.653326 = -256299.475094
  nChanged 54
		SP:Iteration 5Q (2256.130000 sec): 3 clusters
  Score: Raw -258865.250883 + Penalty 2534.653326 = -256330.597558
  nChanged 54
		SP:Iteration 6Q (2256.140000 sec): 3 clusters
  Score: Raw -258897.080198 + Penalty 2534.653326 = -256362.426872
  nChanged 52
		SP:Iteration 7Q (2256.150000 sec): 3 clusters
  Score: Raw -258924.608320 + Penalty 2534.653326 = -256389.954994
  nChanged 41
		SP:Iteration 8Q (2256.150000 sec): 3 clusters
  Score: Raw -258945.660052 + Penalty 2534.653326 = -256411.006727
  nChanged 38
		SP:Iteration 9Q (2256.160000 sec): 3 clusters
  Score: Raw -258964.006088 + Penalty 2534.653326 = -256429.352763
  nChanged 31
		SP:Iteration 10Q (2256.170000 sec): 3 clusters
  Score: Raw -258980.404433 + Penalty 2534.653326 = -256445.751108
  nChanged 32
		SP:Iteration 11Q (2256.170000 sec): 3 clusters
  Score: Raw -258998.130461 + Penalty 2534.653326 = -256463.477135
  nChanged 35
		SP:Iteration 12Q (2256.180000 sec): 3 clusters
  Score: Raw -259018.914152 + Penalty 2534.653326 = -256484.260826
  nChanged 34
		SP:Iteration 13Q (2256.180000 sec): 3 clusters
  Score: Raw -259034.933156 + Penalty 2534.653326 = -256500.279830
  nChanged 28
		SP:Iteration 14Q (2256.190000 sec): 3 clusters
  Score: Raw -259045.742643 + Penalty 2534.653326 = -256511.089317
  nChanged 21
		SP:Iteration 15Q (2256.190000 sec): 3 clusters
  Score: Raw -259057.888053 + Penalty 2534.653326 = -256523.234728
  nChanged 20
		SP:Iteration 16Q (2256.200000 sec): 3 clusters
  Score: Raw -259069.577453 + Penalty 2534.653326 = -256534.924127
  nChanged 29
		SP:Iteration 17Q (2256.210000 sec): 3 clusters
  Score: Raw -259087.784124 + Penalty 2534.653326 = -256553.130799
  nChanged 30
		SP:Iteration 18Q (2256.210000 sec): 3 clusters
  Score: Raw -259103.708980 + Penalty 2534.653326 = -256569.055654
  nChanged 17
		SP:Iteration 19Q (2256.220000 sec): 3 clusters
  Score: Raw -259114.345984 + Penalty 2534.653326 = -256579.692658
  nChanged 14
		SP:Iteration 20F (2256.230000 sec): 3 clusters
  Score: Raw -259121.589681 + Penalty 2534.653326 = -256586.936355
  nChanged 10
		SP:Iteration 21Q (2256.230000 sec): 3 clusters
  Score: Raw -259124.680893 + Penalty 2534.653326 = -256590.027567
  nChanged 3
		SP:Iteration 22Q (2256.240000 sec): 3 clusters
  Score: Raw -259125.638866 + Penalty 2534.653326 = -256590.985541
  nChanged 4
		SP:Iteration 23Q (2256.240000 sec): 3 clusters
  Score: Raw -259128.184434 + Penalty 2534.653326 = -256593.531108
  nChanged 4
		SP:Iteration 24Q (2256.250000 sec): 3 clusters
  Score: Raw -259130.482115 + Penalty 2534.653326 = -256595.828789
  nChanged 7
		SP:Iteration 25Q (2256.250000 sec): 3 clusters
  Score: Raw -259133.069017 + Penalty 2534.653326 = -256598.415691
  nChanged 6
		SP:Iteration 26Q (2256.260000 sec): 3 clusters
  Score: Raw -259135.621628 + Penalty 2534.653326 = -256600.968303
  nChanged 6
		SP:Iteration 27Q (2256.270000 sec): 3 clusters
  Score: Raw -259138.603112 + Penalty 2534.653326 = -256603.949786
  nChanged 10
		SP:Iteration 28Q (2256.270000 sec): 3 clusters
  Score: Raw -259146.064849 + Penalty 2534.653326 = -256611.411523
  nChanged 14
		SP:Iteration 29Q (2256.280000 sec): 3 clusters
  Score: Raw -259154.073905 + Penalty 2534.653326 = -256619.420579
  nChanged 15
		SP:Iteration 30Q (2256.280000 sec): 3 clusters
  Score: Raw -259161.188277 + Penalty 2534.653326 = -256626.534951
  nChanged 13
		SP:Iteration 31Q (2256.290000 sec): 3 clusters
  Score: Raw -259168.857997 + Penalty 2534.653326 = -256634.204671
  nChanged 19
		SP:Iteration 32Q (2256.290000 sec): 3 clusters
  Score: Raw -259180.134166 + Penalty 2534.653326 = -256645.480840
  nChanged 18
		SP:Iteration 33Q (2256.300000 sec): 3 clusters
  Score: Raw -259193.299828 + Penalty 2534.653326 = -256658.646502
  nChanged 19
		SP:Iteration 34Q (2256.310000 sec): 3 clusters
  Score: Raw -259209.667107 + Penalty 2534.653326 = -256675.013781
  nChanged 16
		SP:Iteration 35Q (2256.310000 sec): 3 clusters
  Score: Raw -259224.408084 + Penalty 2534.653326 = -256689.754758
  nChanged 15
		SP:Iteration 36Q (2256.320000 sec): 3 clusters
  Score: Raw -259235.841499 + Penalty 2534.653326 = -256701.188173
  nChanged 11
		SP:Iteration 37Q (2256.320000 sec): 3 clusters
  Score: Raw -259243.659073 + Penalty 2534.653326 = -256709.005747
  nChanged 7
		SP:Iteration 38Q (2256.330000 sec): 3 clusters
  Score: Raw -259248.496909 + Penalty 2534.653326 = -256713.843583
  nChanged 5
		SP:Iteration 39Q (2256.330000 sec): 3 clusters
  Score: Raw -259252.840986 + Penalty 2534.653326 = -256718.187661
  nChanged 6
		SP:Iteration 40F (2256.340000 sec): 3 clusters
  Score: Raw -259257.615435 + Penalty 2534.653326 = -256722.962109
  nChanged 9
		SP:Iteration 41Q (2256.350000 sec): 3 clusters
  Score: Raw -259264.239588 + Penalty 2534.653326 = -256729.586262
  nChanged 7
		SP:Iteration 42Q (2256.350000 sec): 3 clusters
  Score: Raw -259271.512089 + Penalty 2534.653326 = -256736.858763
  nChanged 8
		SP:Iteration 43Q (2256.360000 sec): 3 clusters
  Score: Raw -259279.989077 + Penalty 2534.653326 = -256745.335751
  nChanged 5
		SP:Iteration 44Q (2256.360000 sec): 3 clusters
  Score: Raw -259282.891061 + Penalty 2534.653326 = -256748.237735
  nChanged 6
		SP:Iteration 45Q (2256.370000 sec): 3 clusters
  Score: Raw -259287.090971 + Penalty 2534.653326 = -256752.437645
  nChanged 4
		SP:Iteration 46Q (2256.370000 sec): 3 clusters
  Score: Raw -259290.061344 + Penalty 2534.653326 = -256755.408018
  nChanged 3
		SP:Iteration 47Q (2256.380000 sec): 3 clusters
  Score: Raw -259292.573310 + Penalty 2534.653326 = -256757.919984
  nChanged 10
		SP:Iteration 48Q (2256.390000 sec): 3 clusters
  Score: Raw -259300.638275 + Penalty 2534.653326 = -256765.984950
  nChanged 7
		SP:Iteration 49Q (2256.390000 sec): 3 clusters
  Score: Raw -259304.534113 + Penalty 2534.653326 = -256769.880787
  nChanged 3
		SP:Iteration 50Q (2256.400000 sec): 3 clusters
  Score: Raw -259307.135884 + Penalty 2534.653326 = -256772.482558
  nChanged 1
		SP:Iteration 51Q (2256.400000 sec): 3 clusters
  Score: Raw -259307.661852 + Penalty 2534.653326 = -256773.008527
  nChanged 1
		SP:Iteration 52Q (2256.410000 sec): 3 clusters
  Score: Raw -259308.059516 + Penalty 2534.653326 = -256773.406190
  nChanged 0
		SP:Iteration 53F (2256.410000 sec): 3 clusters
  Score: Raw -259308.059516 + Penalty 2534.653326 = -256773.406190
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 60 (2785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2256.430000 sec): 2 clusters
  Score: Raw -251405.393930 + Penalty 1288.950512 = -250116.443418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2256.430000 sec): 3 clusters
  Score: Raw -250101.990776 + Penalty 2577.901025 = -247524.089751
  nChanged 1028
		SP:Iteration 1F (2256.440000 sec): 3 clusters
  Score: Raw -250757.320636 + Penalty 2577.901025 = -248179.419612
  nChanged 248
		SP:Iteration 2F (2256.450000 sec): 3 clusters
  Score: Raw -250964.388072 + Penalty 2577.901025 = -248386.487048
  nChanged 179
		SP:Iteration 3F (2256.450000 sec): 3 clusters
  Score: Raw -251099.148994 + Penalty 2577.901025 = -248521.247970
  nChanged 138
		SP:Iteration 4Q (2256.460000 sec): 3 clusters
  Score: Raw -251223.820015 + Penalty 2577.901025 = -248645.918991
  nChanged 141
		SP:Iteration 5F (2256.470000 sec): 3 clusters
  Score: Raw -251352.168308 + Penalty 2577.901025 = -248774.267283
  nChanged 117
		SP:Iteration 6Q (2256.470000 sec): 3 clusters
  Score: Raw -251441.859728 + Penalty 2577.901025 = -248863.958704
  nChanged 89
		SP:Iteration 7Q (2256.480000 sec): 3 clusters
  Score: Raw -251494.483714 + Penalty 2577.901025 = -248916.582689
  nChanged 65
		SP:Iteration 8Q (2256.490000 sec): 3 clusters
  Score: Raw -251526.928933 + Penalty 2577.901025 = -248949.027909
  nChanged 60
		SP:Iteration 9Q (2256.490000 sec): 3 clusters
  Score: Raw -251560.712696 + Penalty 2577.901025 = -248982.811671
  nChanged 60
		SP:Iteration 10Q (2256.500000 sec): 3 clusters
  Score: Raw -251588.883365 + Penalty 2577.901025 = -249010.982341
  nChanged 46
		SP:Iteration 11Q (2256.510000 sec): 3 clusters
  Score: Raw -251617.613571 + Penalty 2577.901025 = -249039.712546
  nChanged 46
		SP:Iteration 12Q (2256.510000 sec): 3 clusters
  Score: Raw -251644.886212 + Penalty 2577.901025 = -249066.985187
  nChanged 56
		SP:Iteration 13Q (2256.520000 sec): 3 clusters
  Score: Raw -251681.409220 + Penalty 2577.901025 = -249103.508195
  nChanged 69
		SP:Iteration 14Q (2256.530000 sec): 3 clusters
  Score: Raw -251731.709944 + Penalty 2577.901025 = -249153.808919
  nChanged 70
		SP:Iteration 15Q (2256.530000 sec): 3 clusters
  Score: Raw -251787.163204 + Penalty 2577.901025 = -249209.262180
  nChanged 73
		SP:Iteration 16Q (2256.540000 sec): 3 clusters
  Score: Raw -251844.902305 + Penalty 2577.901025 = -249267.001280
  nChanged 79
		SP:Iteration 17Q (2256.550000 sec): 3 clusters
  Score: Raw -251915.864861 + Penalty 2577.901025 = -249337.963836
  nChanged 82
		SP:Iteration 18Q (2256.550000 sec): 3 clusters
  Score: Raw -251973.255597 + Penalty 2577.901025 = -249395.354572
  nChanged 60
		SP:Iteration 19Q (2256.560000 sec): 3 clusters
  Score: Raw -252017.317508 + Penalty 2577.901025 = -249439.416483
  nChanged 47
		SP:Iteration 20F (2256.570000 sec): 3 clusters
  Score: Raw -252047.073301 + Penalty 2577.901025 = -249469.172277
  nChanged 38
		SP:Iteration 21Q (2256.570000 sec): 3 clusters
  Score: Raw -252070.642884 + Penalty 2577.901025 = -249492.741860
  nChanged 28
		SP:Iteration 22Q (2256.580000 sec): 3 clusters
  Score: Raw -252087.138285 + Penalty 2577.901025 = -249509.237261
  nChanged 19
		SP:Iteration 23Q (2256.590000 sec): 3 clusters
  Score: Raw -252097.079466 + Penalty 2577.901025 = -249519.178442
  nChanged 13
		SP:Iteration 24Q (2256.590000 sec): 3 clusters
  Score: Raw -252104.267532 + Penalty 2577.901025 = -249526.366508
  nChanged 12
		SP:Iteration 25Q (2256.600000 sec): 3 clusters
  Score: Raw -252112.161969 + Penalty 2577.901025 = -249534.260944
  nChanged 12
		SP:Iteration 26Q (2256.610000 sec): 3 clusters
  Score: Raw -252116.450055 + Penalty 2577.901025 = -249538.549030
  nChanged 6
		SP:Iteration 27Q (2256.610000 sec): 3 clusters
  Score: Raw -252119.697536 + Penalty 2577.901025 = -249541.796511
  nChanged 4
		SP:Iteration 28Q (2256.620000 sec): 3 clusters
  Score: Raw -252121.401059 + Penalty 2577.901025 = -249543.500034
  nChanged 3
		SP:Iteration 29Q (2256.630000 sec): 3 clusters
  Score: Raw -252122.020134 + Penalty 2577.901025 = -249544.119109
  nChanged 2
		SP:Iteration 30Q (2256.630000 sec): 3 clusters
  Score: Raw -252122.596424 + Penalty 2577.901025 = -249544.695399
  nChanged 1
		SP:Iteration 31Q (2256.640000 sec): 3 clusters
  Score: Raw -252122.954637 + Penalty 2577.901025 = -249545.053612
  nChanged 0
		SP:Iteration 32F (2256.650000 sec): 3 clusters
  Score: Raw -252122.954637 + Penalty 2577.901025 = -249545.053612
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 61 (5219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2256.670000 sec): 2 clusters
  Score: Raw -511344.241339 + Penalty 1391.009927 = -509953.231411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2256.680000 sec): 3 clusters
  Score: Raw -508617.474121 + Penalty 2782.019855 = -505835.454266
  nChanged 2125
		SP:Iteration 1F (2256.690000 sec): 3 clusters
  Score: Raw -509758.045900 + Penalty 2782.019855 = -506976.026045
  nChanged 349
		SP:Iteration 2F (2256.710000 sec): 3 clusters
  Score: Raw -509926.228748 + Penalty 2782.019855 = -507144.208893
  nChanged 250
		SP:Iteration 3Q (2256.720000 sec): 3 clusters
  Score: Raw -510046.310897 + Penalty 2782.019855 = -507264.291042
  nChanged 213
		SP:Iteration 4Q (2256.730000 sec): 3 clusters
  Score: Raw -510148.522108 + Penalty 2782.019855 = -507366.502253
  nChanged 191
		SP:Iteration 5Q (2256.750000 sec): 3 clusters
  Score: Raw -510238.465219 + Penalty 2782.019855 = -507456.445364
  nChanged 178
		SP:Iteration 6Q (2256.760000 sec): 3 clusters
  Score: Raw -510327.685464 + Penalty 2782.019855 = -507545.665609
  nChanged 177
		SP:Iteration 7Q (2256.770000 sec): 3 clusters
  Score: Raw -510437.175636 + Penalty 2782.019855 = -507655.155782
  nChanged 216
		SP:Iteration 8Q (2256.790000 sec): 3 clusters
  Score: Raw -510581.693322 + Penalty 2782.019855 = -507799.673467
  nChanged 229
		SP:Iteration 9Q (2256.800000 sec): 3 clusters
  Score: Raw -510761.521222 + Penalty 2782.019855 = -507979.501367
  nChanged 228
		SP:Iteration 10Q (2256.810000 sec): 3 clusters
  Score: Raw -510927.806333 + Penalty 2782.019855 = -508145.786478
  nChanged 185
		SP:Iteration 11Q (2256.830000 sec): 3 clusters
  Score: Raw -511066.944572 + Penalty 2782.019855 = -508284.924717
  nChanged 178
		SP:Iteration 12Q (2256.840000 sec): 3 clusters
  Score: Raw -511208.947487 + Penalty 2782.019855 = -508426.927632
  nChanged 154
		SP:Iteration 13Q (2256.850000 sec): 3 clusters
  Score: Raw -511319.025165 + Penalty 2782.019855 = -508537.005310
  nChanged 114
		SP:Iteration 14Q (2256.860000 sec): 3 clusters
  Score: Raw -511388.483582 + Penalty 2782.019855 = -508606.463728
  nChanged 94
		SP:Iteration 15Q (2256.870000 sec): 3 clusters
  Score: Raw -511445.232668 + Penalty 2782.019855 = -508663.212813
  nChanged 85
		SP:Iteration 16Q (2256.890000 sec): 3 clusters
  Score: Raw -511491.852860 + Penalty 2782.019855 = -508709.833006
  nChanged 59
		SP:Iteration 17Q (2256.900000 sec): 3 clusters
  Score: Raw -511520.558813 + Penalty 2782.019855 = -508738.538958
  nChanged 35
		SP:Iteration 18Q (2256.910000 sec): 3 clusters
  Score: Raw -511534.463146 + Penalty 2782.019855 = -508752.443291
  nChanged 22
		SP:Iteration 19Q (2256.920000 sec): 3 clusters
  Score: Raw -511541.651787 + Penalty 2782.019855 = -508759.631932
  nChanged 13
		SP:Iteration 20F (2256.940000 sec): 3 clusters
  Score: Raw -511544.838788 + Penalty 2782.019855 = -508762.818933
  nChanged 8
		SP:Iteration 21Q (2256.950000 sec): 3 clusters
  Score: Raw -511546.925162 + Penalty 2782.019855 = -508764.905307
  nChanged 4
		SP:Iteration 22Q (2256.960000 sec): 3 clusters
  Score: Raw -511547.833603 + Penalty 2782.019855 = -508765.813748
  nChanged 4
		SP:Iteration 23Q (2256.970000 sec): 3 clusters
  Score: Raw -511549.054525 + Penalty 2782.019855 = -508767.034671
  nChanged 3
		SP:Iteration 24Q (2256.980000 sec): 3 clusters
  Score: Raw -511549.613466 + Penalty 2782.019855 = -508767.593612
  nChanged 4
		SP:Iteration 25Q (2256.990000 sec): 3 clusters
  Score: Raw -511550.303604 + Penalty 2782.019855 = -508768.283749
  nChanged 4
		SP:Iteration 26Q (2257.010000 sec): 3 clusters
  Score: Raw -511551.089078 + Penalty 2782.019855 = -508769.069223
  nChanged 3
		SP:Iteration 27Q (2257.020000 sec): 3 clusters
  Score: Raw -511551.793619 + Penalty 2782.019855 = -508769.773764
  nChanged 3
		SP:Iteration 28Q (2257.030000 sec): 3 clusters
  Score: Raw -511552.421431 + Penalty 2782.019855 = -508770.401576
  nChanged 3
		SP:Iteration 29Q (2257.040000 sec): 3 clusters
  Score: Raw -511552.878010 + Penalty 2782.019855 = -508770.858155
  nChanged 3
		SP:Iteration 30Q (2257.050000 sec): 3 clusters
  Score: Raw -511553.651407 + Penalty 2782.019855 = -508771.631552
  nChanged 5
		SP:Iteration 31Q (2257.070000 sec): 3 clusters
  Score: Raw -511554.608494 + Penalty 2782.019855 = -508772.588639
  nChanged 3
		SP:Iteration 32Q (2257.070000 sec): 3 clusters
  Score: Raw -511555.148921 + Penalty 2782.019855 = -508773.129066
  nChanged 3
		SP:Iteration 33Q (2257.090000 sec): 3 clusters
  Score: Raw -511555.614380 + Penalty 2782.019855 = -508773.594525
  nChanged 1
		SP:Iteration 34Q (2257.100000 sec): 3 clusters
  Score: Raw -511555.760767 + Penalty 2782.019855 = -508773.740912
  nChanged 0
		SP:Iteration 35F (2257.110000 sec): 3 clusters
  Score: Raw -511555.760767 + Penalty 2782.019855 = -508773.740912
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 62 (2840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2257.130000 sec): 2 clusters
  Score: Raw -266391.178396 + Penalty 1292.128391 = -265099.050005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2257.130000 sec): 3 clusters
  Score: Raw -265039.806396 + Penalty 2584.256783 = -262455.549613
  nChanged 1056
		SP:Iteration 1F (2257.140000 sec): 3 clusters
  Score: Raw -265647.144938 + Penalty 2584.256783 = -263062.888155
  nChanged 230
		SP:Iteration 2F (2257.150000 sec): 3 clusters
  Score: Raw -265814.937987 + Penalty 2584.256783 = -263230.681205
  nChanged 176
		SP:Iteration 3F (2257.150000 sec): 3 clusters
  Score: Raw -265951.694497 + Penalty 2584.256783 = -263367.437714
  nChanged 140
		SP:Iteration 4Q (2257.160000 sec): 3 clusters
  Score: Raw -266042.758378 + Penalty 2584.256783 = -263458.501595
  nChanged 106
		SP:Iteration 5Q (2257.170000 sec): 3 clusters
  Score: Raw -266120.245889 + Penalty 2584.256783 = -263535.989107
  nChanged 97
		SP:Iteration 6Q (2257.170000 sec): 3 clusters
  Score: Raw -266193.399746 + Penalty 2584.256783 = -263609.142963
  nChanged 93
		SP:Iteration 7Q (2257.180000 sec): 3 clusters
  Score: Raw -266257.991905 + Penalty 2584.256783 = -263673.735122
  nChanged 75
		SP:Iteration 8Q (2257.190000 sec): 3 clusters
  Score: Raw -266298.830901 + Penalty 2584.256783 = -263714.574118
  nChanged 52
		SP:Iteration 9Q (2257.200000 sec): 3 clusters
  Score: Raw -266326.097205 + Penalty 2584.256783 = -263741.840423
  nChanged 38
		SP:Iteration 10Q (2257.200000 sec): 3 clusters
  Score: Raw -266346.631435 + Penalty 2584.256783 = -263762.374653
  nChanged 47
		SP:Iteration 11Q (2257.210000 sec): 3 clusters
  Score: Raw -266368.686461 + Penalty 2584.256783 = -263784.429679
  nChanged 35
		SP:Iteration 12Q (2257.220000 sec): 3 clusters
  Score: Raw -266384.853258 + Penalty 2584.256783 = -263800.596476
  nChanged 38
		SP:Iteration 13Q (2257.230000 sec): 3 clusters
  Score: Raw -266404.400565 + Penalty 2584.256783 = -263820.143782
  nChanged 40
		SP:Iteration 14Q (2257.230000 sec): 3 clusters
  Score: Raw -266427.572521 + Penalty 2584.256783 = -263843.315739
  nChanged 43
		SP:Iteration 15Q (2257.240000 sec): 3 clusters
  Score: Raw -266460.563523 + Penalty 2584.256783 = -263876.306740
  nChanged 46
		SP:Iteration 16Q (2257.250000 sec): 3 clusters
  Score: Raw -266494.170564 + Penalty 2584.256783 = -263909.913782
  nChanged 36
		SP:Iteration 17Q (2257.250000 sec): 3 clusters
  Score: Raw -266514.043105 + Penalty 2584.256783 = -263929.786323
  nChanged 25
		SP:Iteration 18Q (2257.260000 sec): 3 clusters
  Score: Raw -266529.286166 + Penalty 2584.256783 = -263945.029383
  nChanged 26
		SP:Iteration 19Q (2257.270000 sec): 3 clusters
  Score: Raw -266543.499563 + Penalty 2584.256783 = -263959.242780
  nChanged 18
		SP:Iteration 20F (2257.270000 sec): 3 clusters
  Score: Raw -266552.513442 + Penalty 2584.256783 = -263968.256659
  nChanged 15
		SP:Iteration 21Q (2257.280000 sec): 3 clusters
  Score: Raw -266560.105491 + Penalty 2584.256783 = -263975.848708
  nChanged 10
		SP:Iteration 22Q (2257.290000 sec): 3 clusters
  Score: Raw -266565.030280 + Penalty 2584.256783 = -263980.773498
  nChanged 11
		SP:Iteration 23Q (2257.290000 sec): 3 clusters
  Score: Raw -266570.139170 + Penalty 2584.256783 = -263985.882387
  nChanged 12
		SP:Iteration 24Q (2257.300000 sec): 3 clusters
  Score: Raw -266575.618065 + Penalty 2584.256783 = -263991.361283
  nChanged 11
		SP:Iteration 25Q (2257.310000 sec): 3 clusters
  Score: Raw -266580.433275 + Penalty 2584.256783 = -263996.176492
  nChanged 12
		SP:Iteration 26Q (2257.310000 sec): 3 clusters
  Score: Raw -266585.363512 + Penalty 2584.256783 = -264001.106730
  nChanged 8
		SP:Iteration 27Q (2257.320000 sec): 3 clusters
  Score: Raw -266590.665311 + Penalty 2584.256783 = -264006.408528
  nChanged 5
		SP:Iteration 28Q (2257.330000 sec): 3 clusters
  Score: Raw -266594.804025 + Penalty 2584.256783 = -264010.547242
  nChanged 4
		SP:Iteration 29Q (2257.330000 sec): 3 clusters
  Score: Raw -266596.824623 + Penalty 2584.256783 = -264012.567840
  nChanged 3
		SP:Iteration 30Q (2257.340000 sec): 3 clusters
  Score: Raw -266597.958136 + Penalty 2584.256783 = -264013.701353
  nChanged 3
		SP:Iteration 31Q (2257.350000 sec): 3 clusters
  Score: Raw -266599.304386 + Penalty 2584.256783 = -264015.047603
  nChanged 1
		SP:Iteration 32Q (2257.360000 sec): 3 clusters
  Score: Raw -266600.324846 + Penalty 2584.256783 = -264016.068064
  nChanged 1
		SP:Iteration 33Q (2257.360000 sec): 3 clusters
  Score: Raw -266601.082797 + Penalty 2584.256783 = -264016.826014
  nChanged 1
		SP:Iteration 34Q (2257.370000 sec): 3 clusters
  Score: Raw -266601.571477 + Penalty 2584.256783 = -264017.314695
  nChanged 1
		SP:Iteration 35Q (2257.380000 sec): 3 clusters
  Score: Raw -266602.009628 + Penalty 2584.256783 = -264017.752846
  nChanged 2
		SP:Iteration 36Q (2257.390000 sec): 3 clusters
  Score: Raw -266603.024673 + Penalty 2584.256783 = -264018.767891
  nChanged 2
		SP:Iteration 37Q (2257.400000 sec): 3 clusters
  Score: Raw -266603.841313 + Penalty 2584.256783 = -264019.584530
  nChanged 2
		SP:Iteration 38Q (2257.400000 sec): 3 clusters
  Score: Raw -266605.559122 + Penalty 2584.256783 = -264021.302340
  nChanged 2
		SP:Iteration 39Q (2257.410000 sec): 3 clusters
  Score: Raw -266606.350858 + Penalty 2584.256783 = -264022.094076
  nChanged 0
		SP:Iteration 40F (2257.420000 sec): 3 clusters
  Score: Raw -266606.350858 + Penalty 2584.256783 = -264022.094076
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 63 (10894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2257.450000 sec): 2 clusters
  Score: Raw -1018098.186209 + Penalty 1510.594712 = -1016587.591497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2257.480000 sec): 3 clusters
  Score: Raw -1011842.599784 + Penalty 3021.189424 = -1008821.410360
  nChanged 4821
		SP:Iteration 1F (2257.510000 sec): 3 clusters
  Score: Raw -1015287.538208 + Penalty 3021.189424 = -1012266.348785
  nChanged 1138
		SP:Iteration 2F (2257.540000 sec): 3 clusters
  Score: Raw -1016496.058032 + Penalty 3021.189424 = -1013474.868608
  nChanged 1043
		SP:Iteration 3F (2257.560000 sec): 3 clusters
  Score: Raw -1017483.454384 + Penalty 3021.189424 = -1014462.264960
  nChanged 749
		SP:Iteration 4F (2257.600000 sec): 3 clusters
  Score: Raw -1017998.357103 + Penalty 3021.189424 = -1014977.167679
  nChanged 510
		SP:Iteration 5Q (2257.620000 sec): 3 clusters
  Score: Raw -1018262.828022 + Penalty 3021.189424 = -1015241.638598
  nChanged 351
		SP:Iteration 6Q (2257.650000 sec): 3 clusters
  Score: Raw -1018424.933331 + Penalty 3021.189424 = -1015403.743907
  nChanged 241
		SP:Iteration 7Q (2257.680000 sec): 3 clusters
  Score: Raw -1018519.289073 + Penalty 3021.189424 = -1015498.099649
  nChanged 176
		SP:Iteration 8Q (2257.700000 sec): 3 clusters
  Score: Raw -1018588.096432 + Penalty 3021.189424 = -1015566.907009
  nChanged 171
		SP:Iteration 9Q (2257.730000 sec): 3 clusters
  Score: Raw -1018655.273171 + Penalty 3021.189424 = -1015634.083747
  nChanged 143
		SP:Iteration 10Q (2257.760000 sec): 3 clusters
  Score: Raw -1018702.450731 + Penalty 3021.189424 = -1015681.261308
  nChanged 117
		SP:Iteration 11Q (2257.780000 sec): 3 clusters
  Score: Raw -1018736.820091 + Penalty 3021.189424 = -1015715.630667
  nChanged 86
		SP:Iteration 12Q (2257.810000 sec): 3 clusters
  Score: Raw -1018757.369008 + Penalty 3021.189424 = -1015736.179585
  nChanged 73
		SP:Iteration 13Q (2257.840000 sec): 3 clusters
  Score: Raw -1018773.597843 + Penalty 3021.189424 = -1015752.408419
  nChanged 63
		SP:Iteration 14Q (2257.870000 sec): 3 clusters
  Score: Raw -1018786.697580 + Penalty 3021.189424 = -1015765.508156
  nChanged 49
		SP:Iteration 15Q (2257.890000 sec): 3 clusters
  Score: Raw -1018795.774200 + Penalty 3021.189424 = -1015774.584776
  nChanged 44
		SP:Iteration 16Q (2257.920000 sec): 3 clusters
  Score: Raw -1018801.923930 + Penalty 3021.189424 = -1015780.734506
  nChanged 29
		SP:Iteration 17Q (2257.950000 sec): 3 clusters
  Score: Raw -1018805.097720 + Penalty 3021.189424 = -1015783.908297
  nChanged 19
		SP:Iteration 18Q (2257.970000 sec): 3 clusters
  Score: Raw -1018807.733043 + Penalty 3021.189424 = -1015786.543619
  nChanged 19
		SP:Iteration 19Q (2258.000000 sec): 3 clusters
  Score: Raw -1018811.264005 + Penalty 3021.189424 = -1015790.074581
  nChanged 20
		SP:Iteration 20F (2258.030000 sec): 3 clusters
  Score: Raw -1018815.447083 + Penalty 3021.189424 = -1015794.257659
  nChanged 29
		SP:Iteration 21Q (2258.060000 sec): 3 clusters
  Score: Raw -1018820.183569 + Penalty 3021.189424 = -1015798.994146
  nChanged 28
		SP:Iteration 22Q (2258.080000 sec): 3 clusters
  Score: Raw -1018824.367399 + Penalty 3021.189424 = -1015803.177975
  nChanged 28
		SP:Iteration 23Q (2258.110000 sec): 3 clusters
  Score: Raw -1018829.385338 + Penalty 3021.189424 = -1015808.195914
  nChanged 26
		SP:Iteration 24Q (2258.140000 sec): 3 clusters
  Score: Raw -1018832.684646 + Penalty 3021.189424 = -1015811.495222
  nChanged 16
		SP:Iteration 25Q (2258.160000 sec): 3 clusters
  Score: Raw -1018834.296603 + Penalty 3021.189424 = -1015813.107179
  nChanged 10
		SP:Iteration 26Q (2258.190000 sec): 3 clusters
  Score: Raw -1018835.551279 + Penalty 3021.189424 = -1015814.361855
  nChanged 11
		SP:Iteration 27Q (2258.220000 sec): 3 clusters
  Score: Raw -1018836.723835 + Penalty 3021.189424 = -1015815.534411
  nChanged 8
		SP:Iteration 28Q (2258.240000 sec): 3 clusters
  Score: Raw -1018837.677186 + Penalty 3021.189424 = -1015816.487763
  nChanged 10
		SP:Iteration 29Q (2258.270000 sec): 3 clusters
  Score: Raw -1018838.917925 + Penalty 3021.189424 = -1015817.728501
  nChanged 8
		SP:Iteration 30Q (2258.300000 sec): 3 clusters
  Score: Raw -1018839.878894 + Penalty 3021.189424 = -1015818.689470
  nChanged 10
		SP:Iteration 31Q (2258.320000 sec): 3 clusters
  Score: Raw -1018840.671148 + Penalty 3021.189424 = -1015819.481724
  nChanged 5
		SP:Iteration 32Q (2258.350000 sec): 3 clusters
  Score: Raw -1018841.180349 + Penalty 3021.189424 = -1015819.990926
  nChanged 6
		SP:Iteration 33Q (2258.380000 sec): 3 clusters
  Score: Raw -1018841.718128 + Penalty 3021.189424 = -1015820.528704
  nChanged 9
		SP:Iteration 34Q (2258.400000 sec): 3 clusters
  Score: Raw -1018842.703106 + Penalty 3021.189424 = -1015821.513682
  nChanged 8
		SP:Iteration 35Q (2258.430000 sec): 3 clusters
  Score: Raw -1018843.481880 + Penalty 3021.189424 = -1015822.292456
  nChanged 4
		SP:Iteration 36Q (2258.460000 sec): 3 clusters
  Score: Raw -1018843.968886 + Penalty 3021.189424 = -1015822.779463
  nChanged 5
		SP:Iteration 37Q (2258.490000 sec): 3 clusters
  Score: Raw -1018844.293860 + Penalty 3021.189424 = -1015823.104436
  nChanged 2
		SP:Iteration 38Q (2258.520000 sec): 3 clusters
  Score: Raw -1018844.441780 + Penalty 3021.189424 = -1015823.252356
  nChanged 1
		SP:Iteration 39Q (2258.540000 sec): 3 clusters
  Score: Raw -1018844.502098 + Penalty 3021.189424 = -1015823.312675
  nChanged 0
		SP:Iteration 40F (2258.570000 sec): 3 clusters
  Score: Raw -1018844.502098 + Penalty 3021.189424 = -1015823.312675
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 64 (4773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2258.590000 sec): 2 clusters
  Score: Raw -483453.758769 + Penalty 1376.493677 = -482077.265093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2258.600000 sec): 3 clusters
  Score: Raw -481026.369074 + Penalty 2752.987353 = -478273.381721
  nChanged 1902
		SP:Iteration 1F (2258.620000 sec): 3 clusters
  Score: Raw -482047.822213 + Penalty 2752.987353 = -479294.834860
  nChanged 308
		SP:Iteration 2F (2258.630000 sec): 3 clusters
  Score: Raw -482213.013180 + Penalty 2752.987353 = -479460.025827
  nChanged 236
		SP:Iteration 3Q (2258.640000 sec): 3 clusters
  Score: Raw -482332.309803 + Penalty 2752.987353 = -479579.322450
  nChanged 197
		SP:Iteration 4Q (2258.650000 sec): 3 clusters
  Score: Raw -482430.557803 + Penalty 2752.987353 = -479677.570450
  nChanged 187
		SP:Iteration 5Q (2258.660000 sec): 3 clusters
  Score: Raw -482525.005050 + Penalty 2752.987353 = -479772.017697
  nChanged 178
		SP:Iteration 6Q (2258.680000 sec): 3 clusters
  Score: Raw -482619.785732 + Penalty 2752.987353 = -479866.798379
  nChanged 156
		SP:Iteration 7Q (2258.690000 sec): 3 clusters
  Score: Raw -482704.313551 + Penalty 2752.987353 = -479951.326198
  nChanged 159
		SP:Iteration 8Q (2258.700000 sec): 3 clusters
  Score: Raw -482798.961075 + Penalty 2752.987353 = -480045.973722
  nChanged 170
		SP:Iteration 9Q (2258.710000 sec): 3 clusters
  Score: Raw -482906.722748 + Penalty 2752.987353 = -480153.735395
  nChanged 164
		SP:Iteration 10Q (2258.720000 sec): 3 clusters
  Score: Raw -483016.653036 + Penalty 2752.987353 = -480263.665683
  nChanged 144
		SP:Iteration 11Q (2258.740000 sec): 3 clusters
  Score: Raw -483118.149053 + Penalty 2752.987353 = -480365.161700
  nChanged 131
		SP:Iteration 12Q (2258.750000 sec): 3 clusters
  Score: Raw -483223.423011 + Penalty 2752.987353 = -480470.435658
  nChanged 116
		SP:Iteration 13Q (2258.760000 sec): 3 clusters
  Score: Raw -483308.902674 + Penalty 2752.987353 = -480555.915321
  nChanged 85
		SP:Iteration 14Q (2258.770000 sec): 3 clusters
  Score: Raw -483368.893896 + Penalty 2752.987353 = -480615.906543
  nChanged 74
		SP:Iteration 15Q (2258.780000 sec): 3 clusters
  Score: Raw -483429.165563 + Penalty 2752.987353 = -480676.178210
  nChanged 60
		SP:Iteration 16Q (2258.790000 sec): 3 clusters
  Score: Raw -483488.990377 + Penalty 2752.987353 = -480736.003024
  nChanged 54
		SP:Iteration 17Q (2258.800000 sec): 3 clusters
  Score: Raw -483543.592184 + Penalty 2752.987353 = -480790.604831
  nChanged 36
		SP:Iteration 18Q (2258.810000 sec): 3 clusters
  Score: Raw -483575.494142 + Penalty 2752.987353 = -480822.506789
  nChanged 31
		SP:Iteration 19Q (2258.820000 sec): 3 clusters
  Score: Raw -483598.299209 + Penalty 2752.987353 = -480845.311856
  nChanged 22
		SP:Iteration 20F (2258.840000 sec): 3 clusters
  Score: Raw -483615.220586 + Penalty 2752.987353 = -480862.233233
  nChanged 12
		SP:Iteration 21Q (2258.840000 sec): 3 clusters
  Score: Raw -483625.391032 + Penalty 2752.987353 = -480872.403679
  nChanged 11
		SP:Iteration 22Q (2258.860000 sec): 3 clusters
  Score: Raw -483637.097762 + Penalty 2752.987353 = -480884.110409
  nChanged 11
		SP:Iteration 23Q (2258.860000 sec): 3 clusters
  Score: Raw -483645.952764 + Penalty 2752.987353 = -480892.965411
  nChanged 8
		SP:Iteration 24Q (2258.880000 sec): 3 clusters
  Score: Raw -483652.909388 + Penalty 2752.987353 = -480899.922035
  nChanged 5
		SP:Iteration 25Q (2258.880000 sec): 3 clusters
  Score: Raw -483655.533432 + Penalty 2752.987353 = -480902.546079
  nChanged 2
		SP:Iteration 26Q (2258.900000 sec): 3 clusters
  Score: Raw -483656.790133 + Penalty 2752.987353 = -480903.802780
  nChanged 2
		SP:Iteration 27Q (2258.900000 sec): 3 clusters
  Score: Raw -483658.370797 + Penalty 2752.987353 = -480905.383444
  nChanged 2
		SP:Iteration 28Q (2258.920000 sec): 3 clusters
  Score: Raw -483660.049147 + Penalty 2752.987353 = -480907.061794
  nChanged 3
		SP:Iteration 29Q (2258.920000 sec): 3 clusters
  Score: Raw -483661.993264 + Penalty 2752.987353 = -480909.005911
  nChanged 5
		SP:Iteration 30Q (2258.940000 sec): 3 clusters
  Score: Raw -483665.937247 + Penalty 2752.987353 = -480912.949894
  nChanged 3
		SP:Iteration 31Q (2258.940000 sec): 3 clusters
  Score: Raw -483669.411689 + Penalty 2752.987353 = -480916.424336
  nChanged 2
		SP:Iteration 32Q (2258.960000 sec): 3 clusters
  Score: Raw -483671.989986 + Penalty 2752.987353 = -480919.002633
  nChanged 2
		SP:Iteration 33Q (2258.960000 sec): 3 clusters
  Score: Raw -483676.181138 + Penalty 2752.987353 = -480923.193785
  nChanged 1
		SP:Iteration 34Q (2258.970000 sec): 3 clusters
  Score: Raw -483676.985826 + Penalty 2752.987353 = -480923.998473
  nChanged 0
		SP:Iteration 35F (2258.980000 sec): 3 clusters
  Score: Raw -483676.985826 + Penalty 2752.987353 = -480923.998473
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 65 (24490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2259.060000 sec): 2 clusters
  Score: Raw -2413158.925834 + Penalty 1642.228274 = -2411516.697560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2259.130000 sec): 3 clusters
  Score: Raw -2398213.143742 + Penalty 3284.456549 = -2394928.687194
  nChanged 11215
		SP:Iteration 1F (2259.200000 sec): 3 clusters
  Score: Raw -2404494.522224 + Penalty 3284.456549 = -2401210.065675
  nChanged 1244
		SP:Iteration 2F (2259.260000 sec): 3 clusters
  Score: Raw -2404959.954839 + Penalty 3284.456549 = -2401675.498290
  nChanged 1226
		SP:Iteration 3F (2259.320000 sec): 3 clusters
  Score: Raw -2405432.912959 + Penalty 3284.456549 = -2402148.456410
  nChanged 1263
		SP:Iteration 4F (2259.390000 sec): 3 clusters
  Score: Raw -2405952.182258 + Penalty 3284.456549 = -2402667.725709
  nChanged 1267
		SP:Iteration 5F (2259.460000 sec): 3 clusters
  Score: Raw -2406526.662003 + Penalty 3284.456549 = -2403242.205454
  nChanged 1284
		SP:Iteration 6F (2259.520000 sec): 3 clusters
  Score: Raw -2407182.872401 + Penalty 3284.456549 = -2403898.415853
  nChanged 1320
		SP:Iteration 7F (2259.580000 sec): 3 clusters
  Score: Raw -2407932.053169 + Penalty 3284.456549 = -2404647.596621
  nChanged 1356
		SP:Iteration 8F (2259.650000 sec): 3 clusters
  Score: Raw -2408744.071805 + Penalty 3284.456549 = -2405459.615257
  nChanged 1305
		SP:Iteration 9F (2259.720000 sec): 3 clusters
  Score: Raw -2409587.886326 + Penalty 3284.456549 = -2406303.429778
  nChanged 1179
		SP:Iteration 10Q (2259.780000 sec): 3 clusters
  Score: Raw -2410391.935108 + Penalty 3284.456549 = -2407107.478560
  nChanged 1044
		SP:Iteration 11Q (2259.850000 sec): 3 clusters
  Score: Raw -2411152.774217 + Penalty 3284.456549 = -2407868.317668
  nChanged 827
		SP:Iteration 12Q (2259.910000 sec): 3 clusters
  Score: Raw -2411770.495995 + Penalty 3284.456549 = -2408486.039446
  nChanged 681
		SP:Iteration 13Q (2259.980000 sec): 3 clusters
  Score: Raw -2412328.050275 + Penalty 3284.456549 = -2409043.593726
  nChanged 467
		SP:Iteration 14Q (2260.030000 sec): 3 clusters
  Score: Raw -2412711.683508 + Penalty 3284.456549 = -2409427.226959
  nChanged 292
		SP:Iteration 15Q (2260.090000 sec): 3 clusters
  Score: Raw -2412950.231179 + Penalty 3284.456549 = -2409665.774630
  nChanged 187
		SP:Iteration 16Q (2260.140000 sec): 3 clusters
  Score: Raw -2413092.055974 + Penalty 3284.456549 = -2409807.599425
  nChanged 120
		SP:Iteration 17Q (2260.190000 sec): 3 clusters
  Score: Raw -2413186.644980 + Penalty 3284.456549 = -2409902.188431
  nChanged 67
		SP:Iteration 18Q (2260.240000 sec): 3 clusters
  Score: Raw -2413237.661312 + Penalty 3284.456549 = -2409953.204763
  nChanged 42
		SP:Iteration 19Q (2260.290000 sec): 3 clusters
  Score: Raw -2413265.605919 + Penalty 3284.456549 = -2409981.149370
  nChanged 32
		SP:Iteration 20F (2260.360000 sec): 3 clusters
  Score: Raw -2413293.316087 + Penalty 3284.456549 = -2410008.859538
  nChanged 27
		SP:Iteration 21Q (2260.400000 sec): 3 clusters
  Score: Raw -2413312.150191 + Penalty 3284.456549 = -2410027.693643
  nChanged 17
		SP:Iteration 22Q (2260.450000 sec): 3 clusters
  Score: Raw -2413323.769686 + Penalty 3284.456549 = -2410039.313138
  nChanged 12
		SP:Iteration 23Q (2260.500000 sec): 3 clusters
  Score: Raw -2413334.488203 + Penalty 3284.456549 = -2410050.031654
  nChanged 12
		SP:Iteration 24Q (2260.540000 sec): 3 clusters
  Score: Raw -2413341.972169 + Penalty 3284.456549 = -2410057.515620
  nChanged 9
		SP:Iteration 25Q (2260.590000 sec): 3 clusters
  Score: Raw -2413346.947082 + Penalty 3284.456549 = -2410062.490533
  nChanged 6
		SP:Iteration 26Q (2260.640000 sec): 3 clusters
  Score: Raw -2413351.336764 + Penalty 3284.456549 = -2410066.880215
  nChanged 4
		SP:Iteration 27Q (2260.680000 sec): 3 clusters
  Score: Raw -2413355.221786 + Penalty 3284.456549 = -2410070.765238
  nChanged 4
		SP:Iteration 28Q (2260.730000 sec): 3 clusters
  Score: Raw -2413358.625723 + Penalty 3284.456549 = -2410074.169175
  nChanged 2
		SP:Iteration 29Q (2260.780000 sec): 3 clusters
  Score: Raw -2413360.292899 + Penalty 3284.456549 = -2410075.836350
  nChanged 5
		SP:Iteration 30Q (2260.820000 sec): 3 clusters
  Score: Raw -2413361.884522 + Penalty 3284.456549 = -2410077.427973
  nChanged 4
		SP:Iteration 31Q (2260.870000 sec): 3 clusters
  Score: Raw -2413365.173927 + Penalty 3284.456549 = -2410080.717379
  nChanged 6
		SP:Iteration 32Q (2260.920000 sec): 3 clusters
  Score: Raw -2413368.680209 + Penalty 3284.456549 = -2410084.223660
  nChanged 2
		SP:Iteration 33Q (2260.960000 sec): 3 clusters
  Score: Raw -2413371.182308 + Penalty 3284.456549 = -2410086.725759
  nChanged 3
		SP:Iteration 34Q (2261.010000 sec): 3 clusters
  Score: Raw -2413373.113823 + Penalty 3284.456549 = -2410088.657275
  nChanged 2
		SP:Iteration 35Q (2261.060000 sec): 3 clusters
  Score: Raw -2413373.891183 + Penalty 3284.456549 = -2410089.434634
  nChanged 1
		SP:Iteration 36Q (2261.110000 sec): 3 clusters
  Score: Raw -2413375.054058 + Penalty 3284.456549 = -2410090.597509
  nChanged 3
		SP:Iteration 37Q (2261.160000 sec): 3 clusters
  Score: Raw -2413376.681093 + Penalty 3284.456549 = -2410092.224544
  nChanged 2
		SP:Iteration 38Q (2261.200000 sec): 3 clusters
  Score: Raw -2413378.424582 + Penalty 3284.456549 = -2410093.968033
  nChanged 1
		SP:Iteration 39Q (2261.250000 sec): 3 clusters
  Score: Raw -2413380.140075 + Penalty 3284.456549 = -2410095.683526
  nChanged 2
		SP:Iteration 40F (2261.310000 sec): 3 clusters
  Score: Raw -2413382.054374 + Penalty 3284.456549 = -2410097.597826
  nChanged 2
		SP:Iteration 41Q (2261.360000 sec): 3 clusters
  Score: Raw -2413383.734014 + Penalty 3284.456549 = -2410099.277466
  nChanged 1
		SP:Iteration 42Q (2261.400000 sec): 3 clusters
  Score: Raw -2413384.569493 + Penalty 3284.456549 = -2410100.112944
  nChanged 2
		SP:Iteration 43Q (2261.450000 sec): 3 clusters
  Score: Raw -2413385.465730 + Penalty 3284.456549 = -2410101.009181
  nChanged 0
		SP:Iteration 44F (2261.520000 sec): 3 clusters
  Score: Raw -2413385.465730 + Penalty 3284.456549 = -2410101.009181
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 66 (2280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2261.540000 sec): 2 clusters
  Score: Raw -211854.993212 + Penalty 1256.438742 = -210598.554469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2261.540000 sec): 3 clusters
  Score: Raw -210814.711351 + Penalty 2512.877485 = -208301.833866
  nChanged 839
		SP:Iteration 1F (2261.550000 sec): 3 clusters
  Score: Raw -211380.807215 + Penalty 2512.877485 = -208867.929730
  nChanged 218
		SP:Iteration 2F (2261.560000 sec): 3 clusters
  Score: Raw -211604.110236 + Penalty 2512.877485 = -209091.232752
  nChanged 172
		SP:Iteration 3F (2261.560000 sec): 3 clusters
  Score: Raw -211769.026510 + Penalty 2512.877485 = -209256.149025
  nChanged 126
		SP:Iteration 4F (2261.570000 sec): 3 clusters
  Score: Raw -211876.745734 + Penalty 2512.877485 = -209363.868249
  nChanged 99
		SP:Iteration 5Q (2261.570000 sec): 3 clusters
  Score: Raw -211976.287902 + Penalty 2512.877485 = -209463.410417
  nChanged 92
		SP:Iteration 6Q (2261.580000 sec): 3 clusters
  Score: Raw -212058.910130 + Penalty 2512.877485 = -209546.032645
  nChanged 77
		SP:Iteration 7Q (2261.580000 sec): 3 clusters
  Score: Raw -212109.341109 + Penalty 2512.877485 = -209596.463624
  nChanged 56
		SP:Iteration 8Q (2261.590000 sec): 3 clusters
  Score: Raw -212140.768841 + Penalty 2512.877485 = -209627.891357
  nChanged 38
		SP:Iteration 9Q (2261.600000 sec): 3 clusters
  Score: Raw -212165.852134 + Penalty 2512.877485 = -209652.974649
  nChanged 42
		SP:Iteration 10Q (2261.600000 sec): 3 clusters
  Score: Raw -212190.796765 + Penalty 2512.877485 = -209677.919281
  nChanged 33
		SP:Iteration 11Q (2261.610000 sec): 3 clusters
  Score: Raw -212212.911913 + Penalty 2512.877485 = -209700.034428
  nChanged 38
		SP:Iteration 12Q (2261.610000 sec): 3 clusters
  Score: Raw -212242.069631 + Penalty 2512.877485 = -209729.192146
  nChanged 38
		SP:Iteration 13Q (2261.620000 sec): 3 clusters
  Score: Raw -212265.658080 + Penalty 2512.877485 = -209752.780596
  nChanged 32
		SP:Iteration 14Q (2261.620000 sec): 3 clusters
  Score: Raw -212283.514907 + Penalty 2512.877485 = -209770.637422
  nChanged 19
		SP:Iteration 15Q (2261.630000 sec): 3 clusters
  Score: Raw -212292.139018 + Penalty 2512.877485 = -209779.261533
  nChanged 14
		SP:Iteration 16Q (2261.630000 sec): 3 clusters
  Score: Raw -212298.627108 + Penalty 2512.877485 = -209785.749623
  nChanged 7
		SP:Iteration 17Q (2261.640000 sec): 3 clusters
  Score: Raw -212301.729473 + Penalty 2512.877485 = -209788.851989
  nChanged 7
		SP:Iteration 18Q (2261.640000 sec): 3 clusters
  Score: Raw -212304.982211 + Penalty 2512.877485 = -209792.104726
  nChanged 6
		SP:Iteration 19Q (2261.650000 sec): 3 clusters
  Score: Raw -212309.675924 + Penalty 2512.877485 = -209796.798439
  nChanged 7
		SP:Iteration 20F (2261.660000 sec): 3 clusters
  Score: Raw -212312.753644 + Penalty 2512.877485 = -209799.876159
  nChanged 4
		SP:Iteration 21Q (2261.660000 sec): 3 clusters
  Score: Raw -212314.741559 + Penalty 2512.877485 = -209801.864075
  nChanged 5
		SP:Iteration 22Q (2261.670000 sec): 3 clusters
  Score: Raw -212316.391076 + Penalty 2512.877485 = -209803.513591
  nChanged 5
		SP:Iteration 23Q (2261.670000 sec): 3 clusters
  Score: Raw -212318.247269 + Penalty 2512.877485 = -209805.369784
  nChanged 3
		SP:Iteration 24Q (2261.680000 sec): 3 clusters
  Score: Raw -212319.422066 + Penalty 2512.877485 = -209806.544582
  nChanged 3
		SP:Iteration 25Q (2261.680000 sec): 3 clusters
  Score: Raw -212320.436637 + Penalty 2512.877485 = -209807.559152
  nChanged 2
		SP:Iteration 26Q (2261.690000 sec): 3 clusters
  Score: Raw -212321.010110 + Penalty 2512.877485 = -209808.132626
  nChanged 3
		SP:Iteration 27Q (2261.700000 sec): 3 clusters
  Score: Raw -212321.960735 + Penalty 2512.877485 = -209809.083251
  nChanged 0
		SP:Iteration 28F (2261.700000 sec): 3 clusters
  Score: Raw -212321.960735 + Penalty 2512.877485 = -209809.083251
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 67 (1619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2261.710000 sec): 2 clusters
  Score: Raw -161485.595673 + Penalty 1200.804142 = -160284.791531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2261.710000 sec): 3 clusters
  Score: Raw -160824.913473 + Penalty 2401.608285 = -158423.305188
  nChanged 535
		SP:Iteration 1F (2261.720000 sec): 3 clusters
  Score: Raw -161201.014784 + Penalty 2401.608285 = -158799.406499
  nChanged 136
		SP:Iteration 2F (2261.720000 sec): 3 clusters
  Score: Raw -161330.186408 + Penalty 2401.608285 = -158928.578123
  nChanged 82
		SP:Iteration 3F (2261.720000 sec): 3 clusters
  Score: Raw -161410.650123 + Penalty 2401.608285 = -159009.041838
  nChanged 63
		SP:Iteration 4Q (2261.730000 sec): 3 clusters
  Score: Raw -161454.208214 + Penalty 2401.608285 = -159052.599929
  nChanged 40
		SP:Iteration 5Q (2261.730000 sec): 3 clusters
  Score: Raw -161486.155214 + Penalty 2401.608285 = -159084.546929
  nChanged 39
		SP:Iteration 6Q (2261.740000 sec): 3 clusters
  Score: Raw -161517.925740 + Penalty 2401.608285 = -159116.317455
  nChanged 26
		SP:Iteration 7Q (2261.740000 sec): 3 clusters
  Score: Raw -161533.143907 + Penalty 2401.608285 = -159131.535622
  nChanged 16
		SP:Iteration 8Q (2261.740000 sec): 3 clusters
  Score: Raw -161543.649562 + Penalty 2401.608285 = -159142.041277
  nChanged 15
		SP:Iteration 9Q (2261.750000 sec): 3 clusters
  Score: Raw -161555.643086 + Penalty 2401.608285 = -159154.034801
  nChanged 11
		SP:Iteration 10Q (2261.750000 sec): 3 clusters
  Score: Raw -161561.148492 + Penalty 2401.608285 = -159159.540207
  nChanged 9
		SP:Iteration 11Q (2261.760000 sec): 3 clusters
  Score: Raw -161567.875715 + Penalty 2401.608285 = -159166.267430
  nChanged 10
		SP:Iteration 12Q (2261.760000 sec): 3 clusters
  Score: Raw -161573.110009 + Penalty 2401.608285 = -159171.501724
  nChanged 9
		SP:Iteration 13Q (2261.760000 sec): 3 clusters
  Score: Raw -161579.503514 + Penalty 2401.608285 = -159177.895229
  nChanged 6
		SP:Iteration 14Q (2261.770000 sec): 3 clusters
  Score: Raw -161582.572234 + Penalty 2401.608285 = -159180.963949
  nChanged 4
		SP:Iteration 15Q (2261.770000 sec): 3 clusters
  Score: Raw -161584.630339 + Penalty 2401.608285 = -159183.022054
  nChanged 1
		SP:Iteration 16Q (2261.780000 sec): 3 clusters
  Score: Raw -161585.536676 + Penalty 2401.608285 = -159183.928391
  nChanged 3
		SP:Iteration 17Q (2261.780000 sec): 3 clusters
  Score: Raw -161587.186480 + Penalty 2401.608285 = -159185.578195
  nChanged 1
		SP:Iteration 18Q (2261.780000 sec): 3 clusters
  Score: Raw -161588.044622 + Penalty 2401.608285 = -159186.436337
  nChanged 2
		SP:Iteration 19Q (2261.790000 sec): 3 clusters
  Score: Raw -161590.200058 + Penalty 2401.608285 = -159188.591773
  nChanged 4
		SP:Iteration 20F (2261.790000 sec): 3 clusters
  Score: Raw -161591.856467 + Penalty 2401.608285 = -159190.248182
  nChanged 2
		SP:Iteration 21Q (2261.800000 sec): 3 clusters
  Score: Raw -161592.662616 + Penalty 2401.608285 = -159191.054331
  nChanged 1
		SP:Iteration 22Q (2261.800000 sec): 3 clusters
  Score: Raw -161593.700333 + Penalty 2401.608285 = -159192.092048
  nChanged 1
		SP:Iteration 23Q (2261.800000 sec): 3 clusters
  Score: Raw -161594.349887 + Penalty 2401.608285 = -159192.741602
  nChanged 2
		SP:Iteration 24Q (2261.800000 sec): 3 clusters
  Score: Raw -161595.564967 + Penalty 2401.608285 = -159193.956682
  nChanged 1
		SP:Iteration 25Q (2261.810000 sec): 3 clusters
  Score: Raw -161596.257614 + Penalty 2401.608285 = -159194.649329
  nChanged 1
		SP:Iteration 26Q (2261.810000 sec): 3 clusters
  Score: Raw -161596.682464 + Penalty 2401.608285 = -159195.074179
  nChanged 1
		SP:Iteration 27Q (2261.820000 sec): 3 clusters
  Score: Raw -161597.481055 + Penalty 2401.608285 = -159195.872770
  nChanged 1
		SP:Iteration 28Q (2261.820000 sec): 3 clusters
  Score: Raw -161597.695463 + Penalty 2401.608285 = -159196.087178
  nChanged 0
		SP:Iteration 29F (2261.820000 sec): 3 clusters
  Score: Raw -161597.695463 + Penalty 2401.608285 = -159196.087178
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 68 (2191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2261.830000 sec): 2 clusters
  Score: Raw -200146.767416 + Penalty 1249.968418 = -198896.798998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2261.840000 sec): 3 clusters
  Score: Raw -199177.884173 + Penalty 2499.936835 = -196677.947338
  nChanged 800
		SP:Iteration 1F (2261.840000 sec): 3 clusters
  Score: Raw -199737.849363 + Penalty 2499.936835 = -197237.912528
  nChanged 201
		SP:Iteration 2F (2261.850000 sec): 3 clusters
  Score: Raw -199919.596177 + Penalty 2499.936835 = -197419.659342
  nChanged 143
		SP:Iteration 3F (2261.860000 sec): 3 clusters
  Score: Raw -200037.197002 + Penalty 2499.936835 = -197537.260167
  nChanged 95
		SP:Iteration 4Q (2261.860000 sec): 3 clusters
  Score: Raw -200120.729611 + Penalty 2499.936835 = -197620.792776
  nChanged 74
		SP:Iteration 5Q (2261.870000 sec): 3 clusters
  Score: Raw -200179.748358 + Penalty 2499.936835 = -197679.811523
  nChanged 59
		SP:Iteration 6Q (2261.870000 sec): 3 clusters
  Score: Raw -200232.920603 + Penalty 2499.936835 = -197732.983767
  nChanged 59
		SP:Iteration 7Q (2261.880000 sec): 3 clusters
  Score: Raw -200282.297835 + Penalty 2499.936835 = -197782.360999
  nChanged 50
		SP:Iteration 8Q (2261.880000 sec): 3 clusters
  Score: Raw -200321.892795 + Penalty 2499.936835 = -197821.955959
  nChanged 49
		SP:Iteration 9Q (2261.890000 sec): 3 clusters
  Score: Raw -200352.819988 + Penalty 2499.936835 = -197852.883152
  nChanged 37
		SP:Iteration 10Q (2261.890000 sec): 3 clusters
  Score: Raw -200378.799131 + Penalty 2499.936835 = -197878.862296
  nChanged 33
		SP:Iteration 11Q (2261.900000 sec): 3 clusters
  Score: Raw -200401.350873 + Penalty 2499.936835 = -197901.414038
  nChanged 22
		SP:Iteration 12Q (2261.900000 sec): 3 clusters
  Score: Raw -200411.401912 + Penalty 2499.936835 = -197911.465077
  nChanged 16
		SP:Iteration 13Q (2261.910000 sec): 3 clusters
  Score: Raw -200419.373326 + Penalty 2499.936835 = -197919.436491
  nChanged 17
		SP:Iteration 14Q (2261.920000 sec): 3 clusters
  Score: Raw -200426.503310 + Penalty 2499.936835 = -197926.566475
  nChanged 11
		SP:Iteration 15Q (2261.920000 sec): 3 clusters
  Score: Raw -200431.186930 + Penalty 2499.936835 = -197931.250094
  nChanged 10
		SP:Iteration 16Q (2261.920000 sec): 3 clusters
  Score: Raw -200436.026923 + Penalty 2499.936835 = -197936.090087
  nChanged 10
		SP:Iteration 17Q (2261.930000 sec): 3 clusters
  Score: Raw -200441.725354 + Penalty 2499.936835 = -197941.788519
  nChanged 8
		SP:Iteration 18Q (2261.940000 sec): 3 clusters
  Score: Raw -200446.059595 + Penalty 2499.936835 = -197946.122759
  nChanged 8
		SP:Iteration 19Q (2261.940000 sec): 3 clusters
  Score: Raw -200449.014118 + Penalty 2499.936835 = -197949.077283
  nChanged 7
		SP:Iteration 20F (2261.950000 sec): 3 clusters
  Score: Raw -200452.306292 + Penalty 2499.936835 = -197952.369456
  nChanged 5
		SP:Iteration 21Q (2261.950000 sec): 3 clusters
  Score: Raw -200453.962348 + Penalty 2499.936835 = -197954.025512
  nChanged 3
		SP:Iteration 22Q (2261.960000 sec): 3 clusters
  Score: Raw -200455.234666 + Penalty 2499.936835 = -197955.297831
  nChanged 2
		SP:Iteration 23Q (2261.960000 sec): 3 clusters
  Score: Raw -200455.580770 + Penalty 2499.936835 = -197955.643935
  nChanged 2
		SP:Iteration 24Q (2261.970000 sec): 3 clusters
  Score: Raw -200455.961668 + Penalty 2499.936835 = -197956.024833
  nChanged 2
		SP:Iteration 25Q (2261.970000 sec): 3 clusters
  Score: Raw -200457.800499 + Penalty 2499.936835 = -197957.863663
  nChanged 3
		SP:Iteration 26Q (2261.980000 sec): 3 clusters
  Score: Raw -200459.737348 + Penalty 2499.936835 = -197959.800512
  nChanged 5
		SP:Iteration 27Q (2261.980000 sec): 3 clusters
  Score: Raw -200462.292613 + Penalty 2499.936835 = -197962.355778
  nChanged 4
		SP:Iteration 28Q (2261.990000 sec): 3 clusters
  Score: Raw -200465.105231 + Penalty 2499.936835 = -197965.168396
  nChanged 4
		SP:Iteration 29Q (2262.000000 sec): 3 clusters
  Score: Raw -200467.889672 + Penalty 2499.936835 = -197967.952836
  nChanged 2
		SP:Iteration 30Q (2262.000000 sec): 3 clusters
  Score: Raw -200468.779612 + Penalty 2499.936835 = -197968.842777
  nChanged 2
		SP:Iteration 31Q (2262.000000 sec): 3 clusters
  Score: Raw -200469.435191 + Penalty 2499.936835 = -197969.498356
  nChanged 0
		SP:Iteration 32F (2262.010000 sec): 3 clusters
  Score: Raw -200469.435191 + Penalty 2499.936835 = -197969.498356
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 69 (2273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2262.020000 sec): 2 clusters
  Score: Raw -227885.411050 + Penalty 1255.939071 = -226629.471979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2262.020000 sec): 3 clusters
  Score: Raw -226873.290063 + Penalty 2511.878143 = -224361.411921
  nChanged 825
		SP:Iteration 1F (2262.030000 sec): 3 clusters
  Score: Raw -227383.197419 + Penalty 2511.878143 = -224871.319276
  nChanged 187
		SP:Iteration 2F (2262.040000 sec): 3 clusters
  Score: Raw -227501.244092 + Penalty 2511.878143 = -224989.365949
  nChanged 97
		SP:Iteration 3Q (2262.040000 sec): 3 clusters
  Score: Raw -227559.077249 + Penalty 2511.878143 = -225047.199106
  nChanged 78
		SP:Iteration 4Q (2262.050000 sec): 3 clusters
  Score: Raw -227601.042314 + Penalty 2511.878143 = -225089.164171
  nChanged 57
		SP:Iteration 5Q (2262.060000 sec): 3 clusters
  Score: Raw -227631.779341 + Penalty 2511.878143 = -225119.901198
  nChanged 51
		SP:Iteration 6Q (2262.060000 sec): 3 clusters
  Score: Raw -227656.148944 + Penalty 2511.878143 = -225144.270801
  nChanged 39
		SP:Iteration 7Q (2262.060000 sec): 3 clusters
  Score: Raw -227675.838156 + Penalty 2511.878143 = -225163.960013
  nChanged 26
		SP:Iteration 8Q (2262.070000 sec): 3 clusters
  Score: Raw -227689.422826 + Penalty 2511.878143 = -225177.544683
  nChanged 24
		SP:Iteration 9Q (2262.080000 sec): 3 clusters
  Score: Raw -227702.379117 + Penalty 2511.878143 = -225190.500974
  nChanged 36
		SP:Iteration 10Q (2262.080000 sec): 3 clusters
  Score: Raw -227721.700316 + Penalty 2511.878143 = -225209.822173
  nChanged 40
		SP:Iteration 11Q (2262.090000 sec): 3 clusters
  Score: Raw -227740.316253 + Penalty 2511.878143 = -225228.438111
  nChanged 35
		SP:Iteration 12Q (2262.100000 sec): 3 clusters
  Score: Raw -227760.661839 + Penalty 2511.878143 = -225248.783697
  nChanged 38
		SP:Iteration 13Q (2262.100000 sec): 3 clusters
  Score: Raw -227784.592653 + Penalty 2511.878143 = -225272.714510
  nChanged 40
		SP:Iteration 14Q (2262.100000 sec): 3 clusters
  Score: Raw -227808.195236 + Penalty 2511.878143 = -225296.317093
  nChanged 38
		SP:Iteration 15Q (2262.110000 sec): 3 clusters
  Score: Raw -227829.324594 + Penalty 2511.878143 = -225317.446451
  nChanged 35
		SP:Iteration 16Q (2262.120000 sec): 3 clusters
  Score: Raw -227849.961512 + Penalty 2511.878143 = -225338.083370
  nChanged 37
		SP:Iteration 17Q (2262.120000 sec): 3 clusters
  Score: Raw -227872.244057 + Penalty 2511.878143 = -225360.365914
  nChanged 46
		SP:Iteration 18Q (2262.130000 sec): 3 clusters
  Score: Raw -227901.059497 + Penalty 2511.878143 = -225389.181354
  nChanged 41
		SP:Iteration 19Q (2262.130000 sec): 3 clusters
  Score: Raw -227925.453446 + Penalty 2511.878143 = -225413.575304
  nChanged 31
		SP:Iteration 20F (2262.140000 sec): 3 clusters
  Score: Raw -227942.468095 + Penalty 2511.878143 = -225430.589952
  nChanged 24
		SP:Iteration 21Q (2262.140000 sec): 3 clusters
  Score: Raw -227954.968651 + Penalty 2511.878143 = -225443.090508
  nChanged 18
		SP:Iteration 22Q (2262.150000 sec): 3 clusters
  Score: Raw -227966.098152 + Penalty 2511.878143 = -225454.220009
  nChanged 23
		SP:Iteration 23Q (2262.160000 sec): 3 clusters
  Score: Raw -227983.522719 + Penalty 2511.878143 = -225471.644576
  nChanged 27
		SP:Iteration 24Q (2262.160000 sec): 3 clusters
  Score: Raw -228002.838622 + Penalty 2511.878143 = -225490.960479
  nChanged 20
		SP:Iteration 25Q (2262.170000 sec): 3 clusters
  Score: Raw -228019.975035 + Penalty 2511.878143 = -225508.096892
  nChanged 22
		SP:Iteration 26Q (2262.170000 sec): 3 clusters
  Score: Raw -228036.340854 + Penalty 2511.878143 = -225524.462711
  nChanged 19
		SP:Iteration 27Q (2262.180000 sec): 3 clusters
  Score: Raw -228050.216737 + Penalty 2511.878143 = -225538.338594
  nChanged 20
		SP:Iteration 28Q (2262.180000 sec): 3 clusters
  Score: Raw -228064.996900 + Penalty 2511.878143 = -225553.118757
  nChanged 17
		SP:Iteration 29Q (2262.190000 sec): 3 clusters
  Score: Raw -228075.938513 + Penalty 2511.878143 = -225564.060370
  nChanged 19
		SP:Iteration 30Q (2262.200000 sec): 3 clusters
  Score: Raw -228087.027464 + Penalty 2511.878143 = -225575.149321
  nChanged 12
		SP:Iteration 31Q (2262.200000 sec): 3 clusters
  Score: Raw -228096.787909 + Penalty 2511.878143 = -225584.909766
  nChanged 14
		SP:Iteration 32Q (2262.200000 sec): 3 clusters
  Score: Raw -228108.922294 + Penalty 2511.878143 = -225597.044151
  nChanged 17
		SP:Iteration 33Q (2262.210000 sec): 3 clusters
  Score: Raw -228121.601293 + Penalty 2511.878143 = -225609.723150
  nChanged 19
		SP:Iteration 34Q (2262.220000 sec): 3 clusters
  Score: Raw -228138.658055 + Penalty 2511.878143 = -225626.779913
  nChanged 15
		SP:Iteration 35Q (2262.220000 sec): 3 clusters
  Score: Raw -228150.014384 + Penalty 2511.878143 = -225638.136242
  nChanged 12
		SP:Iteration 36Q (2262.230000 sec): 3 clusters
  Score: Raw -228162.022176 + Penalty 2511.878143 = -225650.144033
  nChanged 11
		SP:Iteration 37Q (2262.230000 sec): 3 clusters
  Score: Raw -228171.614182 + Penalty 2511.878143 = -225659.736039
  nChanged 7
		SP:Iteration 38Q (2262.240000 sec): 3 clusters
  Score: Raw -228179.249199 + Penalty 2511.878143 = -225667.371056
  nChanged 8
		SP:Iteration 39Q (2262.240000 sec): 3 clusters
  Score: Raw -228186.861940 + Penalty 2511.878143 = -225674.983797
  nChanged 3
		SP:Iteration 40F (2262.250000 sec): 3 clusters
  Score: Raw -228189.122806 + Penalty 2511.878143 = -225677.244664
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 70 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2262.250000 sec): 2 clusters
  Score: Raw -29273.302466 + Penalty 931.667957 = -28341.634509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2262.260000 sec): 3 clusters
  Score: Raw -29353.537257 + Penalty 1863.335915 = -27490.201342
  nChanged 63
		SP:Iteration 1F (2262.260000 sec): 3 clusters
  Score: Raw -29453.819515 + Penalty 1863.335915 = -27590.483600
  nChanged 7
		SP:Iteration 2Q (2262.260000 sec): 3 clusters
  Score: Raw -29482.028746 + Penalty 1863.335915 = -27618.692831
  nChanged 7
		SP:Iteration 3Q (2262.260000 sec): 3 clusters
  Score: Raw -29498.675717 + Penalty 1863.335915 = -27635.339802
  nChanged 6
		SP:Iteration 4Q (2262.260000 sec): 3 clusters
  Score: Raw -29515.964053 + Penalty 1863.335915 = -27652.628138
  nChanged 7
		SP:Iteration 5Q (2262.260000 sec): 3 clusters
  Score: Raw -29545.115424 + Penalty 1863.335915 = -27681.779509
  nChanged 6
		SP:Iteration 6Q (2262.260000 sec): 3 clusters
  Score: Raw -29569.431648 + Penalty 1863.335915 = -27706.095733
  nChanged 3
		SP:Iteration 7Q (2262.260000 sec): 3 clusters
  Score: Raw -29580.564615 + Penalty 1863.335915 = -27717.228700
  nChanged 2
		SP:Iteration 8Q (2262.260000 sec): 3 clusters
  Score: Raw -29583.019904 + Penalty 1863.335915 = -27719.683989
  nChanged 1
		SP:Iteration 9Q (2262.260000 sec): 3 clusters
  Score: Raw -29584.258271 + Penalty 1863.335915 = -27720.922356
  nChanged 0
		SP:Iteration 10F (2262.260000 sec): 3 clusters
  Score: Raw -29584.258271 + Penalty 1863.335915 = -27720.922356
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 71 (1435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2262.270000 sec): 2 clusters
  Score: Raw -147407.269788 + Penalty 1181.199521 = -146226.070267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2262.270000 sec): 3 clusters
  Score: Raw -146827.951145 + Penalty 2362.399042 = -144465.552103
  nChanged 464
		SP:Iteration 1F (2262.280000 sec): 3 clusters
  Score: Raw -147137.874263 + Penalty 2362.399042 = -144775.475221
  nChanged 90
		SP:Iteration 2F (2262.280000 sec): 3 clusters
  Score: Raw -147201.856633 + Penalty 2362.399042 = -144839.457591
  nChanged 57
		SP:Iteration 3Q (2262.280000 sec): 3 clusters
  Score: Raw -147249.346819 + Penalty 2362.399042 = -144886.947777
  nChanged 42
		SP:Iteration 4Q (2262.290000 sec): 3 clusters
  Score: Raw -147285.740403 + Penalty 2362.399042 = -144923.341361
  nChanged 33
		SP:Iteration 5Q (2262.290000 sec): 3 clusters
  Score: Raw -147316.923125 + Penalty 2362.399042 = -144954.524083
  nChanged 23
		SP:Iteration 6Q (2262.300000 sec): 3 clusters
  Score: Raw -147333.577583 + Penalty 2362.399042 = -144971.178542
  nChanged 25
		SP:Iteration 7Q (2262.300000 sec): 3 clusters
  Score: Raw -147348.601416 + Penalty 2362.399042 = -144986.202375
  nChanged 18
		SP:Iteration 8Q (2262.300000 sec): 3 clusters
  Score: Raw -147363.853171 + Penalty 2362.399042 = -145001.454129
  nChanged 17
		SP:Iteration 9Q (2262.300000 sec): 3 clusters
  Score: Raw -147375.524271 + Penalty 2362.399042 = -145013.125229
  nChanged 16
		SP:Iteration 10Q (2262.310000 sec): 3 clusters
  Score: Raw -147384.658028 + Penalty 2362.399042 = -145022.258987
  nChanged 9
		SP:Iteration 11Q (2262.310000 sec): 3 clusters
  Score: Raw -147394.883213 + Penalty 2362.399042 = -145032.484171
  nChanged 12
		SP:Iteration 12Q (2262.320000 sec): 3 clusters
  Score: Raw -147404.652165 + Penalty 2362.399042 = -145042.253124
  nChanged 8
		SP:Iteration 13Q (2262.320000 sec): 3 clusters
  Score: Raw -147412.986053 + Penalty 2362.399042 = -145050.587011
  nChanged 9
		SP:Iteration 14Q (2262.320000 sec): 3 clusters
  Score: Raw -147419.532719 + Penalty 2362.399042 = -145057.133677
  nChanged 9
		SP:Iteration 15Q (2262.330000 sec): 3 clusters
  Score: Raw -147424.651735 + Penalty 2362.399042 = -145062.252693
  nChanged 9
		SP:Iteration 16Q (2262.330000 sec): 3 clusters
  Score: Raw -147432.532559 + Penalty 2362.399042 = -145070.133517
  nChanged 7
		SP:Iteration 17Q (2262.330000 sec): 3 clusters
  Score: Raw -147435.639034 + Penalty 2362.399042 = -145073.239993
  nChanged 2
		SP:Iteration 18Q (2262.340000 sec): 3 clusters
  Score: Raw -147438.257636 + Penalty 2362.399042 = -145075.858594
  nChanged 5
		SP:Iteration 19Q (2262.340000 sec): 3 clusters
  Score: Raw -147443.083344 + Penalty 2362.399042 = -145080.684303
  nChanged 7
		SP:Iteration 20F (2262.340000 sec): 3 clusters
  Score: Raw -147446.707995 + Penalty 2362.399042 = -145084.308954
  nChanged 4
		SP:Iteration 21Q (2262.350000 sec): 3 clusters
  Score: Raw -147448.039982 + Penalty 2362.399042 = -145085.640941
  nChanged 1
		SP:Iteration 22Q (2262.350000 sec): 3 clusters
  Score: Raw -147448.810892 + Penalty 2362.399042 = -145086.411850
  nChanged 1
		SP:Iteration 23Q (2262.360000 sec): 3 clusters
  Score: Raw -147449.104829 + Penalty 2362.399042 = -145086.705787
  nChanged 0
		SP:Iteration 24F (2262.360000 sec): 3 clusters
  Score: Raw -147449.104829 + Penalty 2362.399042 = -145086.705787
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 72 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2262.370000 sec): 2 clusters
  Score: Raw -200506.948143 + Penalty 1245.761063 = -199261.187080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2262.380000 sec): 3 clusters
  Score: Raw -199572.441562 + Penalty 2491.522126 = -197080.919436
  nChanged 749
		SP:Iteration 1F (2262.380000 sec): 3 clusters
  Score: Raw -200101.927246 + Penalty 2491.522126 = -197610.405120
  nChanged 188
		SP:Iteration 2F (2262.380000 sec): 3 clusters
  Score: Raw -200269.717391 + Penalty 2491.522126 = -197778.195265
  nChanged 132
		SP:Iteration 3F (2262.390000 sec): 3 clusters
  Score: Raw -200383.158185 + Penalty 2491.522126 = -197891.636060
  nChanged 114
		SP:Iteration 4F (2262.400000 sec): 3 clusters
  Score: Raw -200477.750848 + Penalty 2491.522126 = -197986.228722
  nChanged 71
		SP:Iteration 5Q (2262.400000 sec): 3 clusters
  Score: Raw -200544.202093 + Penalty 2491.522126 = -198052.679967
  nChanged 67
		SP:Iteration 6Q (2262.410000 sec): 3 clusters
  Score: Raw -200606.772975 + Penalty 2491.522126 = -198115.250849
  nChanged 51
		SP:Iteration 7Q (2262.410000 sec): 3 clusters
  Score: Raw -200644.155439 + Penalty 2491.522126 = -198152.633313
  nChanged 54
		SP:Iteration 8Q (2262.420000 sec): 3 clusters
  Score: Raw -200688.379075 + Penalty 2491.522126 = -198196.856949
  nChanged 58
		SP:Iteration 9Q (2262.420000 sec): 3 clusters
  Score: Raw -200736.966636 + Penalty 2491.522126 = -198245.444510
  nChanged 47
		SP:Iteration 10Q (2262.430000 sec): 3 clusters
  Score: Raw -200773.111371 + Penalty 2491.522126 = -198281.589245
  nChanged 46
		SP:Iteration 11Q (2262.430000 sec): 3 clusters
  Score: Raw -200802.668822 + Penalty 2491.522126 = -198311.146697
  nChanged 30
		SP:Iteration 12Q (2262.440000 sec): 3 clusters
  Score: Raw -200820.984262 + Penalty 2491.522126 = -198329.462136
  nChanged 30
		SP:Iteration 13Q (2262.440000 sec): 3 clusters
  Score: Raw -200844.756849 + Penalty 2491.522126 = -198353.234723
  nChanged 29
		SP:Iteration 14Q (2262.450000 sec): 3 clusters
  Score: Raw -200863.962798 + Penalty 2491.522126 = -198372.440672
  nChanged 24
		SP:Iteration 15Q (2262.450000 sec): 3 clusters
  Score: Raw -200876.189408 + Penalty 2491.522126 = -198384.667282
  nChanged 23
		SP:Iteration 16Q (2262.460000 sec): 3 clusters
  Score: Raw -200891.027528 + Penalty 2491.522126 = -198399.505402
  nChanged 23
		SP:Iteration 17Q (2262.460000 sec): 3 clusters
  Score: Raw -200907.886299 + Penalty 2491.522126 = -198416.364173
  nChanged 23
		SP:Iteration 18Q (2262.470000 sec): 3 clusters
  Score: Raw -200925.059937 + Penalty 2491.522126 = -198433.537811
  nChanged 23
		SP:Iteration 19Q (2262.470000 sec): 3 clusters
  Score: Raw -200940.837944 + Penalty 2491.522126 = -198449.315819
  nChanged 20
		SP:Iteration 20F (2262.480000 sec): 3 clusters
  Score: Raw -200952.614792 + Penalty 2491.522126 = -198461.092666
  nChanged 17
		SP:Iteration 21Q (2262.480000 sec): 3 clusters
  Score: Raw -200962.135675 + Penalty 2491.522126 = -198470.613549
  nChanged 16
		SP:Iteration 22Q (2262.490000 sec): 3 clusters
  Score: Raw -200970.508462 + Penalty 2491.522126 = -198478.986336
  nChanged 13
		SP:Iteration 23Q (2262.490000 sec): 3 clusters
  Score: Raw -200977.427026 + Penalty 2491.522126 = -198485.904900
  nChanged 12
		SP:Iteration 24Q (2262.500000 sec): 3 clusters
  Score: Raw -200985.127703 + Penalty 2491.522126 = -198493.605577
  nChanged 13
		SP:Iteration 25Q (2262.500000 sec): 3 clusters
  Score: Raw -200995.882603 + Penalty 2491.522126 = -198504.360477
  nChanged 18
		SP:Iteration 26Q (2262.510000 sec): 3 clusters
  Score: Raw -201008.547323 + Penalty 2491.522126 = -198517.025197
  nChanged 13
		SP:Iteration 27Q (2262.510000 sec): 3 clusters
  Score: Raw -201019.123930 + Penalty 2491.522126 = -198527.601804
  nChanged 16
		SP:Iteration 28Q (2262.520000 sec): 3 clusters
  Score: Raw -201027.436222 + Penalty 2491.522126 = -198535.914096
  nChanged 8
		SP:Iteration 29Q (2262.520000 sec): 3 clusters
  Score: Raw -201030.216687 + Penalty 2491.522126 = -198538.694562
  nChanged 6
		SP:Iteration 30Q (2262.530000 sec): 3 clusters
  Score: Raw -201033.682723 + Penalty 2491.522126 = -198542.160597
  nChanged 3
		SP:Iteration 31Q (2262.530000 sec): 3 clusters
  Score: Raw -201034.848662 + Penalty 2491.522126 = -198543.326537
  nChanged 3
		SP:Iteration 32Q (2262.540000 sec): 3 clusters
  Score: Raw -201035.638903 + Penalty 2491.522126 = -198544.116777
  nChanged 3
		SP:Iteration 33Q (2262.540000 sec): 3 clusters
  Score: Raw -201036.695108 + Penalty 2491.522126 = -198545.172982
  nChanged 2
		SP:Iteration 34Q (2262.550000 sec): 3 clusters
  Score: Raw -201037.415008 + Penalty 2491.522126 = -198545.892882
  nChanged 2
		SP:Iteration 35Q (2262.550000 sec): 3 clusters
  Score: Raw -201038.606417 + Penalty 2491.522126 = -198547.084292
  nChanged 0
		SP:Iteration 36F (2262.560000 sec): 3 clusters
  Score: Raw -201038.606417 + Penalty 2491.522126 = -198547.084292
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 73 (5761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2262.580000 sec): 2 clusters
  Score: Raw -554020.644543 + Penalty 1407.065782 = -552613.578761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2262.590000 sec): 3 clusters
  Score: Raw -550935.781913 + Penalty 2814.131564 = -548121.650349
  nChanged 2436
		SP:Iteration 1F (2262.600000 sec): 3 clusters
  Score: Raw -552353.323061 + Penalty 2814.131564 = -549539.191497
  nChanged 490
		SP:Iteration 2F (2262.620000 sec): 3 clusters
  Score: Raw -552704.357134 + Penalty 2814.131564 = -549890.225571
  nChanged 387
		SP:Iteration 3F (2262.640000 sec): 3 clusters
  Score: Raw -552962.471349 + Penalty 2814.131564 = -550148.339785
  nChanged 310
		SP:Iteration 4F (2262.650000 sec): 3 clusters
  Score: Raw -553162.650235 + Penalty 2814.131564 = -550348.518671
  nChanged 272
		SP:Iteration 5Q (2262.660000 sec): 3 clusters
  Score: Raw -553359.649112 + Penalty 2814.131564 = -550545.517549
  nChanged 260
		SP:Iteration 6Q (2262.680000 sec): 3 clusters
  Score: Raw -553553.759686 + Penalty 2814.131564 = -550739.628123
  nChanged 265
		SP:Iteration 7Q (2262.690000 sec): 3 clusters
  Score: Raw -553769.404203 + Penalty 2814.131564 = -550955.272639
  nChanged 266
		SP:Iteration 8Q (2262.710000 sec): 3 clusters
  Score: Raw -553953.254735 + Penalty 2814.131564 = -551139.123172
  nChanged 238
		SP:Iteration 9Q (2262.720000 sec): 3 clusters
  Score: Raw -554107.669532 + Penalty 2814.131564 = -551293.537969
  nChanged 199
		SP:Iteration 10Q (2262.740000 sec): 3 clusters
  Score: Raw -554220.891210 + Penalty 2814.131564 = -551406.759646
  nChanged 169
		SP:Iteration 11Q (2262.750000 sec): 3 clusters
  Score: Raw -554313.098134 + Penalty 2814.131564 = -551498.966570
  nChanged 144
		SP:Iteration 12Q (2262.760000 sec): 3 clusters
  Score: Raw -554393.730814 + Penalty 2814.131564 = -551579.599250
  nChanged 128
		SP:Iteration 13Q (2262.780000 sec): 3 clusters
  Score: Raw -554468.462681 + Penalty 2814.131564 = -551654.331117
  nChanged 112
		SP:Iteration 14Q (2262.790000 sec): 3 clusters
  Score: Raw -554545.927937 + Penalty 2814.131564 = -551731.796374
  nChanged 106
		SP:Iteration 15Q (2262.800000 sec): 3 clusters
  Score: Raw -554619.268025 + Penalty 2814.131564 = -551805.136461
  nChanged 109
		SP:Iteration 16Q (2262.820000 sec): 3 clusters
  Score: Raw -554689.314085 + Penalty 2814.131564 = -551875.182521
  nChanged 76
		SP:Iteration 17Q (2262.830000 sec): 3 clusters
  Score: Raw -554752.762126 + Penalty 2814.131564 = -551938.630563
  nChanged 70
		SP:Iteration 18Q (2262.840000 sec): 3 clusters
  Score: Raw -554799.859041 + Penalty 2814.131564 = -551985.727478
  nChanged 51
		SP:Iteration 19Q (2262.860000 sec): 3 clusters
  Score: Raw -554838.619470 + Penalty 2814.131564 = -552024.487906
  nChanged 44
		SP:Iteration 20F (2262.870000 sec): 3 clusters
  Score: Raw -554863.162819 + Penalty 2814.131564 = -552049.031255
  nChanged 22
		SP:Iteration 21Q (2262.880000 sec): 3 clusters
  Score: Raw -554875.589450 + Penalty 2814.131564 = -552061.457886
  nChanged 15
		SP:Iteration 22Q (2262.900000 sec): 3 clusters
  Score: Raw -554884.359916 + Penalty 2814.131564 = -552070.228352
  nChanged 13
		SP:Iteration 23Q (2262.910000 sec): 3 clusters
  Score: Raw -554889.683644 + Penalty 2814.131564 = -552075.552081
  nChanged 6
		SP:Iteration 24Q (2262.920000 sec): 3 clusters
  Score: Raw -554891.862982 + Penalty 2814.131564 = -552077.731418
  nChanged 1
		SP:Iteration 25Q (2262.930000 sec): 3 clusters
  Score: Raw -554892.286182 + Penalty 2814.131564 = -552078.154618
  nChanged 2
		SP:Iteration 26Q (2262.940000 sec): 3 clusters
  Score: Raw -554892.810537 + Penalty 2814.131564 = -552078.678973
  nChanged 1
		SP:Iteration 27Q (2262.960000 sec): 3 clusters
  Score: Raw -554892.974211 + Penalty 2814.131564 = -552078.842647
  nChanged 1
		SP:Iteration 28Q (2262.970000 sec): 3 clusters
  Score: Raw -554893.399123 + Penalty 2814.131564 = -552079.267559
  nChanged 2
		SP:Iteration 29Q (2262.980000 sec): 3 clusters
  Score: Raw -554893.814045 + Penalty 2814.131564 = -552079.682482
  nChanged 1
		SP:Iteration 30Q (2263.000000 sec): 3 clusters
  Score: Raw -554894.241992 + Penalty 2814.131564 = -552080.110429
  nChanged 1
		SP:Iteration 31Q (2263.010000 sec): 3 clusters
  Score: Raw -554894.410992 + Penalty 2814.131564 = -552080.279428
  nChanged 2
		SP:Iteration 32Q (2263.020000 sec): 3 clusters
  Score: Raw -554895.101836 + Penalty 2814.131564 = -552080.970272
  nChanged 0
		SP:Iteration 33F (2263.040000 sec): 3 clusters
  Score: Raw -554895.101836 + Penalty 2814.131564 = -552080.970272
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 74 (655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.040000 sec): 2 clusters
  Score: Raw -50665.470690 + Penalty 1053.753226 = -49611.717465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.040000 sec): 3 clusters
  Score: Raw -50539.507389 + Penalty 2107.506452 = -48432.000937
  nChanged 175
		SP:Iteration 1F (2263.040000 sec): 3 clusters
  Score: Raw -50743.412339 + Penalty 2107.506452 = -48635.905888
  nChanged 48
		SP:Iteration 2F (2263.050000 sec): 3 clusters
  Score: Raw -50828.508556 + Penalty 2107.506452 = -48721.002104
  nChanged 22
		SP:Iteration 3Q (2263.050000 sec): 3 clusters
  Score: Raw -50862.822585 + Penalty 2107.506452 = -48755.316134
  nChanged 19
		SP:Iteration 4Q (2263.050000 sec): 3 clusters
  Score: Raw -50903.559008 + Penalty 2107.506452 = -48796.052556
  nChanged 20
		SP:Iteration 5Q (2263.050000 sec): 3 clusters
  Score: Raw -50980.831479 + Penalty 2107.506452 = -48873.325027
  nChanged 17
		SP:Iteration 6Q (2263.050000 sec): 3 clusters
  Score: Raw -51032.799249 + Penalty 2107.506452 = -48925.292797
  nChanged 20
		SP:Iteration 7Q (2263.060000 sec): 3 clusters
  Score: Raw -51094.099335 + Penalty 2107.506452 = -48986.592883
  nChanged 15
		SP:Iteration 8Q (2263.060000 sec): 3 clusters
  Score: Raw -51146.929570 + Penalty 2107.506452 = -49039.423118
  nChanged 16
		SP:Iteration 9Q (2263.060000 sec): 3 clusters
  Score: Raw -51177.933286 + Penalty 2107.506452 = -49070.426834
  nChanged 15
		SP:Iteration 10Q (2263.060000 sec): 3 clusters
  Score: Raw -51194.279221 + Penalty 2107.506452 = -49086.772769
  nChanged 8
		SP:Iteration 11Q (2263.060000 sec): 3 clusters
  Score: Raw -51201.107436 + Penalty 2107.506452 = -49093.600984
  nChanged 3
		SP:Iteration 12Q (2263.060000 sec): 3 clusters
  Score: Raw -51204.871525 + Penalty 2107.506452 = -49097.365074
  nChanged 6
		SP:Iteration 13Q (2263.060000 sec): 3 clusters
  Score: Raw -51216.027400 + Penalty 2107.506452 = -49108.520949
  nChanged 14
		SP:Iteration 14Q (2263.060000 sec): 3 clusters
  Score: Raw -51255.510594 + Penalty 2107.506452 = -49148.004142
  nChanged 15
		SP:Iteration 15Q (2263.070000 sec): 3 clusters
  Score: Raw -51293.716042 + Penalty 2107.506452 = -49186.209590
  nChanged 13
		SP:Iteration 16Q (2263.070000 sec): 3 clusters
  Score: Raw -51313.065356 + Penalty 2107.506452 = -49205.558905
  nChanged 10
		SP:Iteration 17Q (2263.070000 sec): 3 clusters
  Score: Raw -51325.639122 + Penalty 2107.506452 = -49218.132670
  nChanged 8
		SP:Iteration 18Q (2263.070000 sec): 3 clusters
  Score: Raw -51343.297652 + Penalty 2107.506452 = -49235.791200
  nChanged 13
		SP:Iteration 19Q (2263.070000 sec): 3 clusters
  Score: Raw -51365.461456 + Penalty 2107.506452 = -49257.955004
  nChanged 7
		SP:Iteration 20F (2263.080000 sec): 3 clusters
  Score: Raw -51375.322283 + Penalty 2107.506452 = -49267.815831
  nChanged 5
		SP:Iteration 21Q (2263.080000 sec): 3 clusters
  Score: Raw -51382.685222 + Penalty 2107.506452 = -49275.178771
  nChanged 4
		SP:Iteration 22Q (2263.080000 sec): 3 clusters
  Score: Raw -51391.999211 + Penalty 2107.506452 = -49284.492759
  nChanged 2
		SP:Iteration 23Q (2263.080000 sec): 3 clusters
  Score: Raw -51393.976948 + Penalty 2107.506452 = -49286.470497
  nChanged 3
		SP:Iteration 24Q (2263.080000 sec): 3 clusters
  Score: Raw -51397.363244 + Penalty 2107.506452 = -49289.856792
  nChanged 4
		SP:Iteration 25Q (2263.080000 sec): 3 clusters
  Score: Raw -51404.286321 + Penalty 2107.506452 = -49296.779870
  nChanged 2
		SP:Iteration 26Q (2263.080000 sec): 3 clusters
  Score: Raw -51414.303814 + Penalty 2107.506452 = -49306.797363
  nChanged 0
		SP:Iteration 27F (2263.080000 sec): 3 clusters
  Score: Raw -51414.303814 + Penalty 2107.506452 = -49306.797363
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 75 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.090000 sec): 2 clusters
  Score: Raw -179722.873191 + Penalty 1226.211700 = -178496.661491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.100000 sec): 3 clusters
  Score: Raw -178957.982310 + Penalty 2452.423399 = -176505.558911
  nChanged 657
		SP:Iteration 1F (2263.100000 sec): 3 clusters
  Score: Raw -179359.177641 + Penalty 2452.423399 = -176906.754242
  nChanged 141
		SP:Iteration 2F (2263.110000 sec): 3 clusters
  Score: Raw -179459.649313 + Penalty 2452.423399 = -177007.225914
  nChanged 80
		SP:Iteration 3Q (2263.110000 sec): 3 clusters
  Score: Raw -179514.354409 + Penalty 2452.423399 = -177061.931010
  nChanged 72
		SP:Iteration 4Q (2263.120000 sec): 3 clusters
  Score: Raw -179569.552562 + Penalty 2452.423399 = -177117.129163
  nChanged 67
		SP:Iteration 5Q (2263.120000 sec): 3 clusters
  Score: Raw -179627.058413 + Penalty 2452.423399 = -177174.635014
  nChanged 60
		SP:Iteration 6Q (2263.120000 sec): 3 clusters
  Score: Raw -179687.783595 + Penalty 2452.423399 = -177235.360196
  nChanged 62
		SP:Iteration 7Q (2263.130000 sec): 3 clusters
  Score: Raw -179743.872050 + Penalty 2452.423399 = -177291.448651
  nChanged 60
		SP:Iteration 8Q (2263.140000 sec): 3 clusters
  Score: Raw -179794.529979 + Penalty 2452.423399 = -177342.106580
  nChanged 46
		SP:Iteration 9Q (2263.140000 sec): 3 clusters
  Score: Raw -179833.599891 + Penalty 2452.423399 = -177381.176492
  nChanged 44
		SP:Iteration 10Q (2263.140000 sec): 3 clusters
  Score: Raw -179873.078032 + Penalty 2452.423399 = -177420.654633
  nChanged 47
		SP:Iteration 11Q (2263.150000 sec): 3 clusters
  Score: Raw -179912.143417 + Penalty 2452.423399 = -177459.720018
  nChanged 35
		SP:Iteration 12Q (2263.150000 sec): 3 clusters
  Score: Raw -179947.004842 + Penalty 2452.423399 = -177494.581443
  nChanged 47
		SP:Iteration 13Q (2263.160000 sec): 3 clusters
  Score: Raw -179994.969587 + Penalty 2452.423399 = -177542.546188
  nChanged 35
		SP:Iteration 14Q (2263.160000 sec): 3 clusters
  Score: Raw -180032.109361 + Penalty 2452.423399 = -177579.685961
  nChanged 34
		SP:Iteration 15Q (2263.170000 sec): 3 clusters
  Score: Raw -180062.421130 + Penalty 2452.423399 = -177609.997731
  nChanged 32
		SP:Iteration 16Q (2263.170000 sec): 3 clusters
  Score: Raw -180096.102644 + Penalty 2452.423399 = -177643.679245
  nChanged 31
		SP:Iteration 17Q (2263.180000 sec): 3 clusters
  Score: Raw -180118.870346 + Penalty 2452.423399 = -177666.446946
  nChanged 29
		SP:Iteration 18Q (2263.180000 sec): 3 clusters
  Score: Raw -180145.449306 + Penalty 2452.423399 = -177693.025907
  nChanged 31
		SP:Iteration 19Q (2263.180000 sec): 3 clusters
  Score: Raw -180177.531121 + Penalty 2452.423399 = -177725.107722
  nChanged 29
		SP:Iteration 20F (2263.190000 sec): 3 clusters
  Score: Raw -180210.186304 + Penalty 2452.423399 = -177757.762905
  nChanged 29
		SP:Iteration 21Q (2263.190000 sec): 3 clusters
  Score: Raw -180237.774625 + Penalty 2452.423399 = -177785.351226
  nChanged 25
		SP:Iteration 22Q (2263.200000 sec): 3 clusters
  Score: Raw -180267.820751 + Penalty 2452.423399 = -177815.397352
  nChanged 36
		SP:Iteration 23Q (2263.200000 sec): 3 clusters
  Score: Raw -180326.728789 + Penalty 2452.423399 = -177874.305390
  nChanged 44
		SP:Iteration 24Q (2263.200000 sec): 3 clusters
  Score: Raw -180381.491133 + Penalty 2452.423399 = -177929.067734
  nChanged 38
		SP:Iteration 25Q (2263.210000 sec): 3 clusters
  Score: Raw -180425.097306 + Penalty 2452.423399 = -177972.673907
  nChanged 38
		SP:Iteration 26Q (2263.210000 sec): 3 clusters
  Score: Raw -180479.858501 + Penalty 2452.423399 = -178027.435101
  nChanged 39
		SP:Iteration 27Q (2263.220000 sec): 3 clusters
  Score: Raw -180516.124100 + Penalty 2452.423399 = -178063.700700
  nChanged 27
		SP:Iteration 28Q (2263.220000 sec): 3 clusters
  Score: Raw -180535.470351 + Penalty 2452.423399 = -178083.046951
  nChanged 20
		SP:Iteration 29Q (2263.220000 sec): 3 clusters
  Score: Raw -180547.986732 + Penalty 2452.423399 = -178095.563333
  nChanged 16
		SP:Iteration 30Q (2263.230000 sec): 3 clusters
  Score: Raw -180561.855328 + Penalty 2452.423399 = -178109.431929
  nChanged 10
		SP:Iteration 31Q (2263.230000 sec): 3 clusters
  Score: Raw -180570.232806 + Penalty 2452.423399 = -178117.809407
  nChanged 7
		SP:Iteration 32Q (2263.240000 sec): 3 clusters
  Score: Raw -180573.020631 + Penalty 2452.423399 = -178120.597232
  nChanged 6
		SP:Iteration 33Q (2263.240000 sec): 3 clusters
  Score: Raw -180575.102623 + Penalty 2452.423399 = -178122.679224
  nChanged 4
		SP:Iteration 34Q (2263.240000 sec): 3 clusters
  Score: Raw -180576.558461 + Penalty 2452.423399 = -178124.135062
  nChanged 1
		SP:Iteration 35Q (2263.250000 sec): 3 clusters
  Score: Raw -180577.482610 + Penalty 2452.423399 = -178125.059211
  nChanged 1
		SP:Iteration 36Q (2263.250000 sec): 3 clusters
  Score: Raw -180578.120910 + Penalty 2452.423399 = -178125.697511
  nChanged 0
		SP:Iteration 37F (2263.260000 sec): 3 clusters
  Score: Raw -180578.120910 + Penalty 2452.423399 = -178125.697511
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 76 (2580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.270000 sec): 2 clusters
  Score: Raw -257892.222595 + Penalty 1276.526010 = -256615.696585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.270000 sec): 3 clusters
  Score: Raw -256696.465579 + Penalty 2553.052020 = -254143.413559
  nChanged 946
		SP:Iteration 1F (2263.280000 sec): 3 clusters
  Score: Raw -257274.225656 + Penalty 2553.052020 = -254721.173635
  nChanged 197
		SP:Iteration 2F (2263.290000 sec): 3 clusters
  Score: Raw -257409.127876 + Penalty 2553.052020 = -254856.075856
  nChanged 117
		SP:Iteration 3Q (2263.290000 sec): 3 clusters
  Score: Raw -257518.254125 + Penalty 2553.052020 = -254965.202105
  nChanged 100
		SP:Iteration 4Q (2263.300000 sec): 3 clusters
  Score: Raw -257636.289719 + Penalty 2553.052020 = -255083.237699
  nChanged 103
		SP:Iteration 5Q (2263.300000 sec): 3 clusters
  Score: Raw -257759.229545 + Penalty 2553.052020 = -255206.177525
  nChanged 121
		SP:Iteration 6Q (2263.310000 sec): 3 clusters
  Score: Raw -257901.361574 + Penalty 2553.052020 = -255348.309553
  nChanged 99
		SP:Iteration 7Q (2263.320000 sec): 3 clusters
  Score: Raw -257994.914287 + Penalty 2553.052020 = -255441.862267
  nChanged 80
		SP:Iteration 8Q (2263.320000 sec): 3 clusters
  Score: Raw -258058.964539 + Penalty 2553.052020 = -255505.912519
  nChanged 70
		SP:Iteration 9Q (2263.330000 sec): 3 clusters
  Score: Raw -258110.177878 + Penalty 2553.052020 = -255557.125858
  nChanged 64
		SP:Iteration 10Q (2263.340000 sec): 3 clusters
  Score: Raw -258163.923552 + Penalty 2553.052020 = -255610.871532
  nChanged 67
		SP:Iteration 11Q (2263.340000 sec): 3 clusters
  Score: Raw -258215.363084 + Penalty 2553.052020 = -255662.311063
  nChanged 57
		SP:Iteration 12Q (2263.350000 sec): 3 clusters
  Score: Raw -258276.542263 + Penalty 2553.052020 = -255723.490242
  nChanged 62
		SP:Iteration 13Q (2263.360000 sec): 3 clusters
  Score: Raw -258339.293736 + Penalty 2553.052020 = -255786.241716
  nChanged 58
		SP:Iteration 14Q (2263.360000 sec): 3 clusters
  Score: Raw -258388.455210 + Penalty 2553.052020 = -255835.403190
  nChanged 48
		SP:Iteration 15Q (2263.370000 sec): 3 clusters
  Score: Raw -258425.498300 + Penalty 2553.052020 = -255872.446280
  nChanged 39
		SP:Iteration 16Q (2263.380000 sec): 3 clusters
  Score: Raw -258457.450600 + Penalty 2553.052020 = -255904.398580
  nChanged 36
		SP:Iteration 17Q (2263.380000 sec): 3 clusters
  Score: Raw -258485.591706 + Penalty 2553.052020 = -255932.539685
  nChanged 31
		SP:Iteration 18Q (2263.390000 sec): 3 clusters
  Score: Raw -258502.683455 + Penalty 2553.052020 = -255949.631435
  nChanged 21
		SP:Iteration 19Q (2263.390000 sec): 3 clusters
  Score: Raw -258520.197927 + Penalty 2553.052020 = -255967.145906
  nChanged 19
		SP:Iteration 20F (2263.400000 sec): 3 clusters
  Score: Raw -258535.730375 + Penalty 2553.052020 = -255982.678355
  nChanged 16
		SP:Iteration 21Q (2263.400000 sec): 3 clusters
  Score: Raw -258544.397923 + Penalty 2553.052020 = -255991.345902
  nChanged 11
		SP:Iteration 22Q (2263.410000 sec): 3 clusters
  Score: Raw -258549.479208 + Penalty 2553.052020 = -255996.427188
  nChanged 10
		SP:Iteration 23Q (2263.420000 sec): 3 clusters
  Score: Raw -258555.224259 + Penalty 2553.052020 = -256002.172239
  nChanged 9
		SP:Iteration 24Q (2263.420000 sec): 3 clusters
  Score: Raw -258559.808309 + Penalty 2553.052020 = -256006.756289
  nChanged 6
		SP:Iteration 25Q (2263.430000 sec): 3 clusters
  Score: Raw -258563.012743 + Penalty 2553.052020 = -256009.960722
  nChanged 4
		SP:Iteration 26Q (2263.430000 sec): 3 clusters
  Score: Raw -258564.191918 + Penalty 2553.052020 = -256011.139898
  nChanged 1
		SP:Iteration 27Q (2263.440000 sec): 3 clusters
  Score: Raw -258564.650719 + Penalty 2553.052020 = -256011.598698
  nChanged 0
		SP:Iteration 28F (2263.440000 sec): 3 clusters
  Score: Raw -258564.650719 + Penalty 2553.052020 = -256011.598698
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 77 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.450000 sec): 2 clusters
  Score: Raw -136648.201809 + Penalty 1185.777288 = -135462.424521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.460000 sec): 3 clusters
  Score: Raw -136084.950254 + Penalty 2371.554577 = -133713.395677
  nChanged 506
		SP:Iteration 1F (2263.460000 sec): 3 clusters
  Score: Raw -136494.046823 + Penalty 2371.554577 = -134122.492246
  nChanged 116
		SP:Iteration 2F (2263.460000 sec): 3 clusters
  Score: Raw -136620.907219 + Penalty 2371.554577 = -134249.352642
  nChanged 68
		SP:Iteration 3Q (2263.470000 sec): 3 clusters
  Score: Raw -136698.971141 + Penalty 2371.554577 = -134327.416564
  nChanged 49
		SP:Iteration 4Q (2263.470000 sec): 3 clusters
  Score: Raw -136762.510108 + Penalty 2371.554577 = -134390.955531
  nChanged 52
		SP:Iteration 5Q (2263.480000 sec): 3 clusters
  Score: Raw -136823.102402 + Penalty 2371.554577 = -134451.547825
  nChanged 49
		SP:Iteration 6Q (2263.480000 sec): 3 clusters
  Score: Raw -136866.883206 + Penalty 2371.554577 = -134495.328629
  nChanged 36
		SP:Iteration 7Q (2263.480000 sec): 3 clusters
  Score: Raw -136891.320734 + Penalty 2371.554577 = -134519.766157
  nChanged 22
		SP:Iteration 8Q (2263.490000 sec): 3 clusters
  Score: Raw -136908.488786 + Penalty 2371.554577 = -134536.934209
  nChanged 23
		SP:Iteration 9Q (2263.490000 sec): 3 clusters
  Score: Raw -136929.622107 + Penalty 2371.554577 = -134558.067530
  nChanged 25
		SP:Iteration 10Q (2263.500000 sec): 3 clusters
  Score: Raw -136950.624473 + Penalty 2371.554577 = -134579.069896
  nChanged 19
		SP:Iteration 11Q (2263.500000 sec): 3 clusters
  Score: Raw -136965.838874 + Penalty 2371.554577 = -134594.284297
  nChanged 17
		SP:Iteration 12Q (2263.500000 sec): 3 clusters
  Score: Raw -136984.989163 + Penalty 2371.554577 = -134613.434586
  nChanged 22
		SP:Iteration 13Q (2263.500000 sec): 3 clusters
  Score: Raw -137014.208793 + Penalty 2371.554577 = -134642.654216
  nChanged 24
		SP:Iteration 14Q (2263.510000 sec): 3 clusters
  Score: Raw -137035.608922 + Penalty 2371.554577 = -134664.054345
  nChanged 27
		SP:Iteration 15Q (2263.510000 sec): 3 clusters
  Score: Raw -137057.248727 + Penalty 2371.554577 = -134685.694150
  nChanged 21
		SP:Iteration 16Q (2263.520000 sec): 3 clusters
  Score: Raw -137072.469523 + Penalty 2371.554577 = -134700.914946
  nChanged 12
		SP:Iteration 17Q (2263.520000 sec): 3 clusters
  Score: Raw -137079.127522 + Penalty 2371.554577 = -134707.572945
  nChanged 8
		SP:Iteration 18Q (2263.520000 sec): 3 clusters
  Score: Raw -137085.886886 + Penalty 2371.554577 = -134714.332310
  nChanged 12
		SP:Iteration 19Q (2263.530000 sec): 3 clusters
  Score: Raw -137093.991394 + Penalty 2371.554577 = -134722.436817
  nChanged 12
		SP:Iteration 20F (2263.530000 sec): 3 clusters
  Score: Raw -137102.912780 + Penalty 2371.554577 = -134731.358203
  nChanged 11
		SP:Iteration 21Q (2263.540000 sec): 3 clusters
  Score: Raw -137112.797829 + Penalty 2371.554577 = -134741.243252
  nChanged 16
		SP:Iteration 22Q (2263.540000 sec): 3 clusters
  Score: Raw -137125.259945 + Penalty 2371.554577 = -134753.705368
  nChanged 18
		SP:Iteration 23Q (2263.540000 sec): 3 clusters
  Score: Raw -137139.857303 + Penalty 2371.554577 = -134768.302727
  nChanged 15
		SP:Iteration 24Q (2263.540000 sec): 3 clusters
  Score: Raw -137148.037414 + Penalty 2371.554577 = -134776.482838
  nChanged 11
		SP:Iteration 25Q (2263.550000 sec): 3 clusters
  Score: Raw -137157.563985 + Penalty 2371.554577 = -134786.009409
  nChanged 18
		SP:Iteration 26Q (2263.550000 sec): 3 clusters
  Score: Raw -137170.189451 + Penalty 2371.554577 = -134798.634874
  nChanged 3
		SP:Iteration 27Q (2263.560000 sec): 3 clusters
  Score: Raw -137172.425152 + Penalty 2371.554577 = -134800.870575
  nChanged 6
		SP:Iteration 28Q (2263.560000 sec): 3 clusters
  Score: Raw -137175.583709 + Penalty 2371.554577 = -134804.029132
  nChanged 3
		SP:Iteration 29Q (2263.560000 sec): 3 clusters
  Score: Raw -137177.942865 + Penalty 2371.554577 = -134806.388288
  nChanged 5
		SP:Iteration 30Q (2263.560000 sec): 3 clusters
  Score: Raw -137180.261763 + Penalty 2371.554577 = -134808.707186
  nChanged 3
		SP:Iteration 31Q (2263.570000 sec): 3 clusters
  Score: Raw -137181.399235 + Penalty 2371.554577 = -134809.844659
  nChanged 2
		SP:Iteration 32Q (2263.570000 sec): 3 clusters
  Score: Raw -137182.154589 + Penalty 2371.554577 = -134810.600012
  nChanged 3
		SP:Iteration 33Q (2263.580000 sec): 3 clusters
  Score: Raw -137185.240021 + Penalty 2371.554577 = -134813.685444
  nChanged 2
		SP:Iteration 34Q (2263.580000 sec): 3 clusters
  Score: Raw -137186.775516 + Penalty 2371.554577 = -134815.220939
  nChanged 4
		SP:Iteration 35Q (2263.580000 sec): 3 clusters
  Score: Raw -137188.882184 + Penalty 2371.554577 = -134817.327608
  nChanged 2
		SP:Iteration 36Q (2263.590000 sec): 3 clusters
  Score: Raw -137190.058333 + Penalty 2371.554577 = -134818.503756
  nChanged 2
		SP:Iteration 37Q (2263.590000 sec): 3 clusters
  Score: Raw -137191.267029 + Penalty 2371.554577 = -134819.712452
  nChanged 3
		SP:Iteration 38Q (2263.590000 sec): 3 clusters
  Score: Raw -137193.523203 + Penalty 2371.554577 = -134821.968626
  nChanged 3
		SP:Iteration 39Q (2263.600000 sec): 3 clusters
  Score: Raw -137196.013456 + Penalty 2371.554577 = -134824.458879
  nChanged 6
		SP:Iteration 40F (2263.600000 sec): 3 clusters
  Score: Raw -137201.357555 + Penalty 2371.554577 = -134829.802978
  nChanged 7
		SP:Iteration 41Q (2263.600000 sec): 3 clusters
  Score: Raw -137205.164187 + Penalty 2371.554577 = -134833.609611
  nChanged 2
		SP:Iteration 42Q (2263.610000 sec): 3 clusters
  Score: Raw -137205.749146 + Penalty 2371.554577 = -134834.194569
  nChanged 1
		SP:Iteration 43Q (2263.610000 sec): 3 clusters
  Score: Raw -137205.907126 + Penalty 2371.554577 = -134834.352549
  nChanged 0
		SP:Iteration 44F (2263.620000 sec): 3 clusters
  Score: Raw -137205.907126 + Penalty 2371.554577 = -134834.352549
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 78 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.620000 sec): 2 clusters
  Score: Raw -190259.867572 + Penalty 1237.165309 = -189022.702263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.630000 sec): 3 clusters
  Score: Raw -189426.637261 + Penalty 2474.330618 = -186952.306643
  nChanged 716
		SP:Iteration 1F (2263.630000 sec): 3 clusters
  Score: Raw -189966.059383 + Penalty 2474.330618 = -187491.728765
  nChanged 201
		SP:Iteration 2F (2263.640000 sec): 3 clusters
  Score: Raw -190166.608328 + Penalty 2474.330618 = -187692.277710
  nChanged 127
		SP:Iteration 3F (2263.640000 sec): 3 clusters
  Score: Raw -190300.578807 + Penalty 2474.330618 = -187826.248189
  nChanged 104
		SP:Iteration 4F (2263.650000 sec): 3 clusters
  Score: Raw -190415.915902 + Penalty 2474.330618 = -187941.585284
  nChanged 110
		SP:Iteration 5F (2263.650000 sec): 3 clusters
  Score: Raw -190542.086796 + Penalty 2474.330618 = -188067.756178
  nChanged 89
		SP:Iteration 6Q (2263.660000 sec): 3 clusters
  Score: Raw -190635.319940 + Penalty 2474.330618 = -188160.989322
  nChanged 75
		SP:Iteration 7Q (2263.660000 sec): 3 clusters
  Score: Raw -190739.588127 + Penalty 2474.330618 = -188265.257508
  nChanged 75
		SP:Iteration 8Q (2263.670000 sec): 3 clusters
  Score: Raw -190812.910305 + Penalty 2474.330618 = -188338.579687
  nChanged 48
		SP:Iteration 9Q (2263.670000 sec): 3 clusters
  Score: Raw -190857.759829 + Penalty 2474.330618 = -188383.429210
  nChanged 33
		SP:Iteration 10Q (2263.680000 sec): 3 clusters
  Score: Raw -190885.412701 + Penalty 2474.330618 = -188411.082083
  nChanged 25
		SP:Iteration 11Q (2263.680000 sec): 3 clusters
  Score: Raw -190904.991137 + Penalty 2474.330618 = -188430.660519
  nChanged 20
		SP:Iteration 12Q (2263.690000 sec): 3 clusters
  Score: Raw -190919.564914 + Penalty 2474.330618 = -188445.234295
  nChanged 17
		SP:Iteration 13Q (2263.690000 sec): 3 clusters
  Score: Raw -190929.988609 + Penalty 2474.330618 = -188455.657990
  nChanged 11
		SP:Iteration 14Q (2263.700000 sec): 3 clusters
  Score: Raw -190935.945035 + Penalty 2474.330618 = -188461.614416
  nChanged 9
		SP:Iteration 15Q (2263.700000 sec): 3 clusters
  Score: Raw -190939.338342 + Penalty 2474.330618 = -188465.007723
  nChanged 6
		SP:Iteration 16Q (2263.700000 sec): 3 clusters
  Score: Raw -190941.831403 + Penalty 2474.330618 = -188467.500785
  nChanged 3
		SP:Iteration 17Q (2263.710000 sec): 3 clusters
  Score: Raw -190942.929590 + Penalty 2474.330618 = -188468.598971
  nChanged 2
		SP:Iteration 18Q (2263.720000 sec): 3 clusters
  Score: Raw -190943.287300 + Penalty 2474.330618 = -188468.956682
  nChanged 0
		SP:Iteration 19F (2263.720000 sec): 3 clusters
  Score: Raw -190943.287300 + Penalty 2474.330618 = -188468.956682
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 79 (2145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.730000 sec): 2 clusters
  Score: Raw -206282.496398 + Penalty 1246.520410 = -205035.975988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.740000 sec): 3 clusters
  Score: Raw -205331.705045 + Penalty 2493.040820 = -202838.664225
  nChanged 776
		SP:Iteration 1F (2263.740000 sec): 3 clusters
  Score: Raw -205859.146207 + Penalty 2493.040820 = -203366.105387
  nChanged 187
		SP:Iteration 2F (2263.750000 sec): 3 clusters
  Score: Raw -206050.351403 + Penalty 2493.040820 = -203557.310582
  nChanged 146
		SP:Iteration 3F (2263.750000 sec): 3 clusters
  Score: Raw -206181.675440 + Penalty 2493.040820 = -203688.634619
  nChanged 103
		SP:Iteration 4Q (2263.760000 sec): 3 clusters
  Score: Raw -206273.857518 + Penalty 2493.040820 = -203780.816698
  nChanged 77
		SP:Iteration 5Q (2263.760000 sec): 3 clusters
  Score: Raw -206343.868911 + Penalty 2493.040820 = -203850.828091
  nChanged 71
		SP:Iteration 6Q (2263.770000 sec): 3 clusters
  Score: Raw -206392.177894 + Penalty 2493.040820 = -203899.137074
  nChanged 63
		SP:Iteration 7Q (2263.770000 sec): 3 clusters
  Score: Raw -206442.842756 + Penalty 2493.040820 = -203949.801936
  nChanged 55
		SP:Iteration 8Q (2263.780000 sec): 3 clusters
  Score: Raw -206490.649931 + Penalty 2493.040820 = -203997.609111
  nChanged 48
		SP:Iteration 9Q (2263.780000 sec): 3 clusters
  Score: Raw -206532.695250 + Penalty 2493.040820 = -204039.654430
  nChanged 38
		SP:Iteration 10Q (2263.790000 sec): 3 clusters
  Score: Raw -206561.787854 + Penalty 2493.040820 = -204068.747033
  nChanged 34
		SP:Iteration 11Q (2263.800000 sec): 3 clusters
  Score: Raw -206593.118505 + Penalty 2493.040820 = -204100.077685
  nChanged 42
		SP:Iteration 12Q (2263.800000 sec): 3 clusters
  Score: Raw -206623.342135 + Penalty 2493.040820 = -204130.301314
  nChanged 31
		SP:Iteration 13Q (2263.800000 sec): 3 clusters
  Score: Raw -206647.949421 + Penalty 2493.040820 = -204154.908601
  nChanged 21
		SP:Iteration 14Q (2263.810000 sec): 3 clusters
  Score: Raw -206657.696650 + Penalty 2493.040820 = -204164.655830
  nChanged 13
		SP:Iteration 15Q (2263.820000 sec): 3 clusters
  Score: Raw -206664.416843 + Penalty 2493.040820 = -204171.376023
  nChanged 11
		SP:Iteration 16Q (2263.820000 sec): 3 clusters
  Score: Raw -206670.305528 + Penalty 2493.040820 = -204177.264708
  nChanged 11
		SP:Iteration 17Q (2263.820000 sec): 3 clusters
  Score: Raw -206677.408725 + Penalty 2493.040820 = -204184.367905
  nChanged 8
		SP:Iteration 18Q (2263.830000 sec): 3 clusters
  Score: Raw -206682.659850 + Penalty 2493.040820 = -204189.619030
  nChanged 6
		SP:Iteration 19Q (2263.830000 sec): 3 clusters
  Score: Raw -206685.621005 + Penalty 2493.040820 = -204192.580185
  nChanged 5
		SP:Iteration 20F (2263.840000 sec): 3 clusters
  Score: Raw -206687.637891 + Penalty 2493.040820 = -204194.597071
  nChanged 6
		SP:Iteration 21Q (2263.840000 sec): 3 clusters
  Score: Raw -206690.939909 + Penalty 2493.040820 = -204197.899089
  nChanged 7
		SP:Iteration 22Q (2263.850000 sec): 3 clusters
  Score: Raw -206695.829467 + Penalty 2493.040820 = -204202.788647
  nChanged 7
		SP:Iteration 23Q (2263.850000 sec): 3 clusters
  Score: Raw -206702.681057 + Penalty 2493.040820 = -204209.640237
  nChanged 9
		SP:Iteration 24Q (2263.860000 sec): 3 clusters
  Score: Raw -206706.392542 + Penalty 2493.040820 = -204213.351722
  nChanged 5
		SP:Iteration 25Q (2263.860000 sec): 3 clusters
  Score: Raw -206709.217038 + Penalty 2493.040820 = -204216.176217
  nChanged 2
		SP:Iteration 26Q (2263.870000 sec): 3 clusters
  Score: Raw -206709.758334 + Penalty 2493.040820 = -204216.717514
  nChanged 1
		SP:Iteration 27Q (2263.870000 sec): 3 clusters
  Score: Raw -206711.094238 + Penalty 2493.040820 = -204218.053418
  nChanged 3
		SP:Iteration 28Q (2263.880000 sec): 3 clusters
  Score: Raw -206711.850661 + Penalty 2493.040820 = -204218.809841
  nChanged 6
		SP:Iteration 29Q (2263.880000 sec): 3 clusters
  Score: Raw -206714.980838 + Penalty 2493.040820 = -204221.940018
  nChanged 6
		SP:Iteration 30Q (2263.890000 sec): 3 clusters
  Score: Raw -206717.928722 + Penalty 2493.040820 = -204224.887902
  nChanged 4
		SP:Iteration 31Q (2263.890000 sec): 3 clusters
  Score: Raw -206719.613140 + Penalty 2493.040820 = -204226.572320
  nChanged 6
		SP:Iteration 32Q (2263.900000 sec): 3 clusters
  Score: Raw -206723.824135 + Penalty 2493.040820 = -204230.783315
  nChanged 5
		SP:Iteration 33Q (2263.900000 sec): 3 clusters
  Score: Raw -206725.928686 + Penalty 2493.040820 = -204232.887866
  nChanged 3
		SP:Iteration 34Q (2263.910000 sec): 3 clusters
  Score: Raw -206726.821128 + Penalty 2493.040820 = -204233.780308
  nChanged 0
		SP:Iteration 35F (2263.910000 sec): 3 clusters
  Score: Raw -206726.821128 + Penalty 2493.040820 = -204233.780308
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 80 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2263.920000 sec): 2 clusters
  Score: Raw -267220.246710 + Penalty 1290.922342 = -265929.324367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2263.930000 sec): 3 clusters
  Score: Raw -265921.013800 + Penalty 2581.844685 = -263339.169115
  nChanged 1057
		SP:Iteration 1F (2263.930000 sec): 3 clusters
  Score: Raw -266540.950273 + Penalty 2581.844685 = -263959.105588
  nChanged 213
		SP:Iteration 2F (2263.940000 sec): 3 clusters
  Score: Raw -266683.591180 + Penalty 2581.844685 = -264101.746495
  nChanged 148
		SP:Iteration 3F (2263.950000 sec): 3 clusters
  Score: Raw -266776.213344 + Penalty 2581.844685 = -264194.368660
  nChanged 108
		SP:Iteration 4Q (2263.960000 sec): 3 clusters
  Score: Raw -266833.199803 + Penalty 2581.844685 = -264251.355118
  nChanged 76
		SP:Iteration 5Q (2263.960000 sec): 3 clusters
  Score: Raw -266870.420491 + Penalty 2581.844685 = -264288.575806
  nChanged 76
		SP:Iteration 6Q (2263.970000 sec): 3 clusters
  Score: Raw -266912.608865 + Penalty 2581.844685 = -264330.764180
  nChanged 57
		SP:Iteration 7Q (2263.980000 sec): 3 clusters
  Score: Raw -266949.593005 + Penalty 2581.844685 = -264367.748320
  nChanged 64
		SP:Iteration 8Q (2263.980000 sec): 3 clusters
  Score: Raw -266983.380863 + Penalty 2581.844685 = -264401.536178
  nChanged 62
		SP:Iteration 9Q (2263.990000 sec): 3 clusters
  Score: Raw -267015.563521 + Penalty 2581.844685 = -264433.718836
  nChanged 67
		SP:Iteration 10Q (2264.000000 sec): 3 clusters
  Score: Raw -267055.681633 + Penalty 2581.844685 = -264473.836948
  nChanged 72
		SP:Iteration 11Q (2264.000000 sec): 3 clusters
  Score: Raw -267106.327051 + Penalty 2581.844685 = -264524.482366
  nChanged 59
		SP:Iteration 12Q (2264.010000 sec): 3 clusters
  Score: Raw -267143.256017 + Penalty 2581.844685 = -264561.411332
  nChanged 53
		SP:Iteration 13Q (2264.020000 sec): 3 clusters
  Score: Raw -267187.908996 + Penalty 2581.844685 = -264606.064312
  nChanged 65
		SP:Iteration 14Q (2264.020000 sec): 3 clusters
  Score: Raw -267240.466056 + Penalty 2581.844685 = -264658.621372
  nChanged 62
		SP:Iteration 15Q (2264.030000 sec): 3 clusters
  Score: Raw -267292.197744 + Penalty 2581.844685 = -264710.353060
  nChanged 57
		SP:Iteration 16Q (2264.040000 sec): 3 clusters
  Score: Raw -267343.135416 + Penalty 2581.844685 = -264761.290731
  nChanged 47
		SP:Iteration 17Q (2264.040000 sec): 3 clusters
  Score: Raw -267384.564171 + Penalty 2581.844685 = -264802.719486
  nChanged 38
		SP:Iteration 18Q (2264.050000 sec): 3 clusters
  Score: Raw -267418.132877 + Penalty 2581.844685 = -264836.288193
  nChanged 44
		SP:Iteration 19Q (2264.060000 sec): 3 clusters
  Score: Raw -267456.150885 + Penalty 2581.844685 = -264874.306200
  nChanged 43
		SP:Iteration 20F (2264.070000 sec): 3 clusters
  Score: Raw -267495.725424 + Penalty 2581.844685 = -264913.880739
  nChanged 39
		SP:Iteration 21Q (2264.070000 sec): 3 clusters
  Score: Raw -267532.946295 + Penalty 2581.844685 = -264951.101611
  nChanged 41
		SP:Iteration 22Q (2264.080000 sec): 3 clusters
  Score: Raw -267573.723439 + Penalty 2581.844685 = -264991.878754
  nChanged 33
		SP:Iteration 23Q (2264.090000 sec): 3 clusters
  Score: Raw -267595.242907 + Penalty 2581.844685 = -265013.398222
  nChanged 25
		SP:Iteration 24Q (2264.090000 sec): 3 clusters
  Score: Raw -267617.716247 + Penalty 2581.844685 = -265035.871563
  nChanged 21
		SP:Iteration 25Q (2264.100000 sec): 3 clusters
  Score: Raw -267634.398713 + Penalty 2581.844685 = -265052.554029
  nChanged 15
		SP:Iteration 26Q (2264.110000 sec): 3 clusters
  Score: Raw -267648.111074 + Penalty 2581.844685 = -265066.266389
  nChanged 9
		SP:Iteration 27Q (2264.110000 sec): 3 clusters
  Score: Raw -267655.081508 + Penalty 2581.844685 = -265073.236823
  nChanged 3
		SP:Iteration 28Q (2264.120000 sec): 3 clusters
  Score: Raw -267656.729267 + Penalty 2581.844685 = -265074.884582
  nChanged 1
		SP:Iteration 29Q (2264.120000 sec): 3 clusters
  Score: Raw -267657.196896 + Penalty 2581.844685 = -265075.352212
  nChanged 3
		SP:Iteration 30Q (2264.130000 sec): 3 clusters
  Score: Raw -267659.862484 + Penalty 2581.844685 = -265078.017799
  nChanged 1
		SP:Iteration 31Q (2264.140000 sec): 3 clusters
  Score: Raw -267660.430638 + Penalty 2581.844685 = -265078.585953
  nChanged 0
		SP:Iteration 32F (2264.140000 sec): 3 clusters
  Score: Raw -267660.430638 + Penalty 2581.844685 = -265078.585953
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 81 (1607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2264.150000 sec): 2 clusters
  Score: Raw -144295.818075 + Penalty 1199.595209 = -143096.222866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2264.160000 sec): 3 clusters
  Score: Raw -143652.011129 + Penalty 2399.190419 = -141252.820710
  nChanged 556
		SP:Iteration 1F (2264.160000 sec): 3 clusters
  Score: Raw -144111.417997 + Penalty 2399.190419 = -141712.227578
  nChanged 161
		SP:Iteration 2F (2264.160000 sec): 3 clusters
  Score: Raw -144275.167989 + Penalty 2399.190419 = -141875.977570
  nChanged 91
		SP:Iteration 3F (2264.170000 sec): 3 clusters
  Score: Raw -144345.107242 + Penalty 2399.190419 = -141945.916823
  nChanged 60
		SP:Iteration 4Q (2264.170000 sec): 3 clusters
  Score: Raw -144385.021965 + Penalty 2399.190419 = -141985.831547
  nChanged 28
		SP:Iteration 5Q (2264.180000 sec): 3 clusters
  Score: Raw -144406.863137 + Penalty 2399.190419 = -142007.672718
  nChanged 33
		SP:Iteration 6Q (2264.180000 sec): 3 clusters
  Score: Raw -144434.283183 + Penalty 2399.190419 = -142035.092764
  nChanged 27
		SP:Iteration 7Q (2264.180000 sec): 3 clusters
  Score: Raw -144453.682955 + Penalty 2399.190419 = -142054.492536
  nChanged 31
		SP:Iteration 8Q (2264.190000 sec): 3 clusters
  Score: Raw -144483.424572 + Penalty 2399.190419 = -142084.234153
  nChanged 34
		SP:Iteration 9Q (2264.190000 sec): 3 clusters
  Score: Raw -144515.368516 + Penalty 2399.190419 = -142116.178097
  nChanged 27
		SP:Iteration 10Q (2264.200000 sec): 3 clusters
  Score: Raw -144544.201426 + Penalty 2399.190419 = -142145.011007
  nChanged 31
		SP:Iteration 11Q (2264.200000 sec): 3 clusters
  Score: Raw -144574.227829 + Penalty 2399.190419 = -142175.037410
  nChanged 30
		SP:Iteration 12Q (2264.200000 sec): 3 clusters
  Score: Raw -144599.245000 + Penalty 2399.190419 = -142200.054581
  nChanged 22
		SP:Iteration 13Q (2264.210000 sec): 3 clusters
  Score: Raw -144623.319778 + Penalty 2399.190419 = -142224.129359
  nChanged 23
		SP:Iteration 14Q (2264.210000 sec): 3 clusters
  Score: Raw -144645.418451 + Penalty 2399.190419 = -142246.228032
  nChanged 20
		SP:Iteration 15Q (2264.220000 sec): 3 clusters
  Score: Raw -144661.502933 + Penalty 2399.190419 = -142262.312514
  nChanged 20
		SP:Iteration 16Q (2264.220000 sec): 3 clusters
  Score: Raw -144679.318204 + Penalty 2399.190419 = -142280.127786
  nChanged 14
		SP:Iteration 17Q (2264.220000 sec): 3 clusters
  Score: Raw -144691.917608 + Penalty 2399.190419 = -142292.727189
  nChanged 11
		SP:Iteration 18Q (2264.230000 sec): 3 clusters
  Score: Raw -144698.452854 + Penalty 2399.190419 = -142299.262435
  nChanged 15
		SP:Iteration 19Q (2264.230000 sec): 3 clusters
  Score: Raw -144708.388038 + Penalty 2399.190419 = -142309.197619
  nChanged 5
		SP:Iteration 20F (2264.240000 sec): 3 clusters
  Score: Raw -144710.758634 + Penalty 2399.190419 = -142311.568215
  nChanged 4
		SP:Iteration 21Q (2264.240000 sec): 3 clusters
  Score: Raw -144714.259648 + Penalty 2399.190419 = -142315.069230
  nChanged 2
		SP:Iteration 22Q (2264.240000 sec): 3 clusters
  Score: Raw -144714.622153 + Penalty 2399.190419 = -142315.431734
  nChanged 1
		SP:Iteration 23Q (2264.240000 sec): 3 clusters
  Score: Raw -144715.427228 + Penalty 2399.190419 = -142316.236809
  nChanged 4
		SP:Iteration 24Q (2264.250000 sec): 3 clusters
  Score: Raw -144717.628327 + Penalty 2399.190419 = -142318.437908
  nChanged 4
		SP:Iteration 25Q (2264.250000 sec): 3 clusters
  Score: Raw -144720.072605 + Penalty 2399.190419 = -142320.882186
  nChanged 2
		SP:Iteration 26Q (2264.260000 sec): 3 clusters
  Score: Raw -144720.814772 + Penalty 2399.190419 = -142321.624353
  nChanged 1
		SP:Iteration 27Q (2264.260000 sec): 3 clusters
  Score: Raw -144721.311532 + Penalty 2399.190419 = -142322.121113
  nChanged 4
		SP:Iteration 28Q (2264.260000 sec): 3 clusters
  Score: Raw -144723.894234 + Penalty 2399.190419 = -142324.703815
  nChanged 5
		SP:Iteration 29Q (2264.270000 sec): 3 clusters
  Score: Raw -144726.971346 + Penalty 2399.190419 = -142327.780927
  nChanged 4
		SP:Iteration 30Q (2264.270000 sec): 3 clusters
  Score: Raw -144729.457440 + Penalty 2399.190419 = -142330.267021
  nChanged 0
		SP:Iteration 31F (2264.280000 sec): 3 clusters
  Score: Raw -144729.457440 + Penalty 2399.190419 = -142330.267021
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 82 (1309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2264.280000 sec): 2 clusters
  Score: Raw -120328.315110 + Penalty 1166.265549 = -119162.049561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2264.280000 sec): 3 clusters
  Score: Raw -119906.496084 + Penalty 2332.531099 = -117573.964985
  nChanged 427
		SP:Iteration 1F (2264.290000 sec): 3 clusters
  Score: Raw -120254.866612 + Penalty 2332.531099 = -117922.335513
  nChanged 154
		SP:Iteration 2F (2264.290000 sec): 3 clusters
  Score: Raw -120512.038215 + Penalty 2332.531099 = -118179.507116
  nChanged 137
		SP:Iteration 3F (2264.300000 sec): 3 clusters
  Score: Raw -120829.118253 + Penalty 2332.531099 = -118496.587154
  nChanged 117
		SP:Iteration 4F (2264.300000 sec): 3 clusters
  Score: Raw -121194.072933 + Penalty 2332.531099 = -118861.541834
  nChanged 65
		SP:Iteration 5Q (2264.300000 sec): 3 clusters
  Score: Raw -121298.895496 + Penalty 2332.531099 = -118966.364397
  nChanged 45
		SP:Iteration 6Q (2264.300000 sec): 3 clusters
  Score: Raw -121391.117639 + Penalty 2332.531099 = -119058.586540
  nChanged 35
		SP:Iteration 7Q (2264.310000 sec): 3 clusters
  Score: Raw -121441.346300 + Penalty 2332.531099 = -119108.815201
  nChanged 18
		SP:Iteration 8Q (2264.310000 sec): 3 clusters
  Score: Raw -121475.600263 + Penalty 2332.531099 = -119143.069164
  nChanged 20
		SP:Iteration 9Q (2264.310000 sec): 3 clusters
  Score: Raw -121503.812402 + Penalty 2332.531099 = -119171.281303
  nChanged 15
		SP:Iteration 10Q (2264.320000 sec): 3 clusters
  Score: Raw -121532.924454 + Penalty 2332.531099 = -119200.393355
  nChanged 19
		SP:Iteration 11Q (2264.320000 sec): 3 clusters
  Score: Raw -121561.992020 + Penalty 2332.531099 = -119229.460921
  nChanged 16
		SP:Iteration 12Q (2264.320000 sec): 3 clusters
  Score: Raw -121581.340186 + Penalty 2332.531099 = -119248.809087
  nChanged 12
		SP:Iteration 13Q (2264.320000 sec): 3 clusters
  Score: Raw -121594.997432 + Penalty 2332.531099 = -119262.466333
  nChanged 13
		SP:Iteration 14Q (2264.330000 sec): 3 clusters
  Score: Raw -121616.468212 + Penalty 2332.531099 = -119283.937113
  nChanged 17
		SP:Iteration 15Q (2264.330000 sec): 3 clusters
  Score: Raw -121655.354985 + Penalty 2332.531099 = -119322.823886
  nChanged 12
		SP:Iteration 16Q (2264.330000 sec): 3 clusters
  Score: Raw -121694.797756 + Penalty 2332.531099 = -119362.266657
  nChanged 14
		SP:Iteration 17Q (2264.340000 sec): 3 clusters
  Score: Raw -121738.132424 + Penalty 2332.531099 = -119405.601325
  nChanged 12
		SP:Iteration 18Q (2264.340000 sec): 3 clusters
  Score: Raw -121778.562600 + Penalty 2332.531099 = -119446.031501
  nChanged 12
		SP:Iteration 19Q (2264.340000 sec): 3 clusters
  Score: Raw -121806.886008 + Penalty 2332.531099 = -119474.354909
  nChanged 8
		SP:Iteration 20F (2264.340000 sec): 3 clusters
  Score: Raw -121821.818928 + Penalty 2332.531099 = -119489.287829
  nChanged 7
		SP:Iteration 21Q (2264.340000 sec): 3 clusters
  Score: Raw -121844.912984 + Penalty 2332.531099 = -119512.381885
  nChanged 3
		SP:Iteration 22Q (2264.350000 sec): 3 clusters
  Score: Raw -121846.909422 + Penalty 2332.531099 = -119514.378323
  nChanged 1
		SP:Iteration 23Q (2264.350000 sec): 3 clusters
  Score: Raw -121847.149335 + Penalty 2332.531099 = -119514.618236
  nChanged 0
		SP:Iteration 24F (2264.350000 sec): 3 clusters
  Score: Raw -121847.149335 + Penalty 2332.531099 = -119514.618236
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 83 (1511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2264.360000 sec): 2 clusters
  Score: Raw -142655.701895 + Penalty 1189.585631 = -141466.116264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2264.370000 sec): 3 clusters
  Score: Raw -142096.769941 + Penalty 2379.171263 = -139717.598678
  nChanged 528
		SP:Iteration 1F (2264.370000 sec): 3 clusters
  Score: Raw -142644.479496 + Penalty 2379.171263 = -140265.308233
  nChanged 146
		SP:Iteration 2F (2264.380000 sec): 3 clusters
  Score: Raw -142835.738881 + Penalty 2379.171263 = -140456.567618
  nChanged 89
		SP:Iteration 3F (2264.380000 sec): 3 clusters
  Score: Raw -142934.081926 + Penalty 2379.171263 = -140554.910663
  nChanged 55
		SP:Iteration 4Q (2264.380000 sec): 3 clusters
  Score: Raw -142981.746964 + Penalty 2379.171263 = -140602.575701
  nChanged 45
		SP:Iteration 5Q (2264.390000 sec): 3 clusters
  Score: Raw -143027.378812 + Penalty 2379.171263 = -140648.207550
  nChanged 44
		SP:Iteration 6Q (2264.390000 sec): 3 clusters
  Score: Raw -143073.324589 + Penalty 2379.171263 = -140694.153326
  nChanged 38
		SP:Iteration 7Q (2264.390000 sec): 3 clusters
  Score: Raw -143102.816713 + Penalty 2379.171263 = -140723.645451
  nChanged 26
		SP:Iteration 8Q (2264.400000 sec): 3 clusters
  Score: Raw -143127.150226 + Penalty 2379.171263 = -140747.978963
  nChanged 26
		SP:Iteration 9Q (2264.400000 sec): 3 clusters
  Score: Raw -143153.646820 + Penalty 2379.171263 = -140774.475557
  nChanged 24
		SP:Iteration 10Q (2264.400000 sec): 3 clusters
  Score: Raw -143181.201556 + Penalty 2379.171263 = -140802.030293
  nChanged 30
		SP:Iteration 11Q (2264.410000 sec): 3 clusters
  Score: Raw -143221.151704 + Penalty 2379.171263 = -140841.980441
  nChanged 27
		SP:Iteration 12Q (2264.410000 sec): 3 clusters
  Score: Raw -143256.695406 + Penalty 2379.171263 = -140877.524143
  nChanged 18
		SP:Iteration 13Q (2264.420000 sec): 3 clusters
  Score: Raw -143271.921519 + Penalty 2379.171263 = -140892.750256
  nChanged 9
		SP:Iteration 14Q (2264.420000 sec): 3 clusters
  Score: Raw -143278.464126 + Penalty 2379.171263 = -140899.292863
  nChanged 6
		SP:Iteration 15Q (2264.420000 sec): 3 clusters
  Score: Raw -143284.611093 + Penalty 2379.171263 = -140905.439831
  nChanged 4
		SP:Iteration 16Q (2264.420000 sec): 3 clusters
  Score: Raw -143289.523201 + Penalty 2379.171263 = -140910.351938
  nChanged 4
		SP:Iteration 17Q (2264.430000 sec): 3 clusters
  Score: Raw -143291.887821 + Penalty 2379.171263 = -140912.716558
  nChanged 4
		SP:Iteration 18Q (2264.430000 sec): 3 clusters
  Score: Raw -143295.146260 + Penalty 2379.171263 = -140915.974998
  nChanged 7
		SP:Iteration 19Q (2264.440000 sec): 3 clusters
  Score: Raw -143304.923472 + Penalty 2379.171263 = -140925.752209
  nChanged 9
		SP:Iteration 20F (2264.440000 sec): 3 clusters
  Score: Raw -143313.267016 + Penalty 2379.171263 = -140934.095753
  nChanged 5
		SP:Iteration 21Q (2264.440000 sec): 3 clusters
  Score: Raw -143321.066730 + Penalty 2379.171263 = -140941.895468
  nChanged 5
		SP:Iteration 22Q (2264.440000 sec): 3 clusters
  Score: Raw -143325.354978 + Penalty 2379.171263 = -140946.183716
  nChanged 1
		SP:Iteration 23Q (2264.450000 sec): 3 clusters
  Score: Raw -143325.821961 + Penalty 2379.171263 = -140946.650698
  nChanged 1
		SP:Iteration 24Q (2264.450000 sec): 3 clusters
  Score: Raw -143326.301194 + Penalty 2379.171263 = -140947.129931
  nChanged 1
		SP:Iteration 25Q (2264.460000 sec): 3 clusters
  Score: Raw -143328.785118 + Penalty 2379.171263 = -140949.613855
  nChanged 2
		SP:Iteration 26Q (2264.460000 sec): 3 clusters
  Score: Raw -143330.479725 + Penalty 2379.171263 = -140951.308462
  nChanged 2
		SP:Iteration 27Q (2264.460000 sec): 3 clusters
  Score: Raw -143331.223945 + Penalty 2379.171263 = -140952.052682
  nChanged 2
		SP:Iteration 28Q (2264.460000 sec): 3 clusters
  Score: Raw -143334.557487 + Penalty 2379.171263 = -140955.386225
  nChanged 0
		SP:Iteration 29F (2264.470000 sec): 3 clusters
  Score: Raw -143334.557487 + Penalty 2379.171263 = -140955.386225
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 84 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2264.480000 sec): 2 clusters
  Score: Raw -194673.383710 + Penalty 1246.065228 = -193427.318482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2264.480000 sec): 3 clusters
  Score: Raw -193746.247029 + Penalty 2492.130455 = -191254.116573
  nChanged 747
		SP:Iteration 1F (2264.490000 sec): 3 clusters
  Score: Raw -194232.573335 + Penalty 2492.130455 = -191740.442880
  nChanged 171
		SP:Iteration 2F (2264.490000 sec): 3 clusters
  Score: Raw -194370.503538 + Penalty 2492.130455 = -191878.373083
  nChanged 116
		SP:Iteration 3F (2264.500000 sec): 3 clusters
  Score: Raw -194475.274496 + Penalty 2492.130455 = -191983.144041
  nChanged 94
		SP:Iteration 4Q (2264.500000 sec): 3 clusters
  Score: Raw -194546.735306 + Penalty 2492.130455 = -192054.604851
  nChanged 71
		SP:Iteration 5Q (2264.510000 sec): 3 clusters
  Score: Raw -194591.209466 + Penalty 2492.130455 = -192099.079010
  nChanged 55
		SP:Iteration 6Q (2264.520000 sec): 3 clusters
  Score: Raw -194627.397140 + Penalty 2492.130455 = -192135.266685
  nChanged 47
		SP:Iteration 7Q (2264.520000 sec): 3 clusters
  Score: Raw -194651.430090 + Penalty 2492.130455 = -192159.299634
  nChanged 32
		SP:Iteration 8Q (2264.520000 sec): 3 clusters
  Score: Raw -194671.689509 + Penalty 2492.130455 = -192179.559053
  nChanged 30
		SP:Iteration 9Q (2264.530000 sec): 3 clusters
  Score: Raw -194691.690554 + Penalty 2492.130455 = -192199.560099
  nChanged 30
		SP:Iteration 10Q (2264.540000 sec): 3 clusters
  Score: Raw -194711.805215 + Penalty 2492.130455 = -192219.674760
  nChanged 32
		SP:Iteration 11Q (2264.540000 sec): 3 clusters
  Score: Raw -194732.278711 + Penalty 2492.130455 = -192240.148256
  nChanged 32
		SP:Iteration 12Q (2264.550000 sec): 3 clusters
  Score: Raw -194755.637697 + Penalty 2492.130455 = -192263.507241
  nChanged 31
		SP:Iteration 13Q (2264.550000 sec): 3 clusters
  Score: Raw -194779.626330 + Penalty 2492.130455 = -192287.495874
  nChanged 35
		SP:Iteration 14Q (2264.560000 sec): 3 clusters
  Score: Raw -194796.292369 + Penalty 2492.130455 = -192304.161913
  nChanged 33
		SP:Iteration 15Q (2264.560000 sec): 3 clusters
  Score: Raw -194812.370775 + Penalty 2492.130455 = -192320.240320
  nChanged 17
		SP:Iteration 16Q (2264.570000 sec): 3 clusters
  Score: Raw -194824.164028 + Penalty 2492.130455 = -192332.033572
  nChanged 18
		SP:Iteration 17Q (2264.570000 sec): 3 clusters
  Score: Raw -194833.925087 + Penalty 2492.130455 = -192341.794632
  nChanged 17
		SP:Iteration 18Q (2264.580000 sec): 3 clusters
  Score: Raw -194845.870284 + Penalty 2492.130455 = -192353.739828
  nChanged 18
		SP:Iteration 19Q (2264.580000 sec): 3 clusters
  Score: Raw -194857.257909 + Penalty 2492.130455 = -192365.127454
  nChanged 21
		SP:Iteration 20F (2264.590000 sec): 3 clusters
  Score: Raw -194867.311274 + Penalty 2492.130455 = -192375.180818
  nChanged 21
		SP:Iteration 21Q (2264.590000 sec): 3 clusters
  Score: Raw -194879.612569 + Penalty 2492.130455 = -192387.482114
  nChanged 17
		SP:Iteration 22Q (2264.600000 sec): 3 clusters
  Score: Raw -194887.157162 + Penalty 2492.130455 = -192395.026707
  nChanged 10
		SP:Iteration 23Q (2264.600000 sec): 3 clusters
  Score: Raw -194893.069622 + Penalty 2492.130455 = -192400.939167
  nChanged 8
		SP:Iteration 24Q (2264.610000 sec): 3 clusters
  Score: Raw -194895.295758 + Penalty 2492.130455 = -192403.165302
  nChanged 6
		SP:Iteration 25Q (2264.610000 sec): 3 clusters
  Score: Raw -194896.835638 + Penalty 2492.130455 = -192404.705182
  nChanged 2
		SP:Iteration 26Q (2264.620000 sec): 3 clusters
  Score: Raw -194897.385258 + Penalty 2492.130455 = -192405.254803
  nChanged 4
		SP:Iteration 27Q (2264.620000 sec): 3 clusters
  Score: Raw -194898.637773 + Penalty 2492.130455 = -192406.507317
  nChanged 3
		SP:Iteration 28Q (2264.630000 sec): 3 clusters
  Score: Raw -194899.765820 + Penalty 2492.130455 = -192407.635365
  nChanged 6
		SP:Iteration 29Q (2264.640000 sec): 3 clusters
  Score: Raw -194902.484873 + Penalty 2492.130455 = -192410.354418
  nChanged 5
		SP:Iteration 30Q (2264.640000 sec): 3 clusters
  Score: Raw -194906.078120 + Penalty 2492.130455 = -192413.947665
  nChanged 6
		SP:Iteration 31Q (2264.640000 sec): 3 clusters
  Score: Raw -194910.046712 + Penalty 2492.130455 = -192417.916256
  nChanged 9
		SP:Iteration 32Q (2264.650000 sec): 3 clusters
  Score: Raw -194914.681753 + Penalty 2492.130455 = -192422.551298
  nChanged 9
		SP:Iteration 33Q (2264.660000 sec): 3 clusters
  Score: Raw -194919.004059 + Penalty 2492.130455 = -192426.873603
  nChanged 13
		SP:Iteration 34Q (2264.660000 sec): 3 clusters
  Score: Raw -194927.052922 + Penalty 2492.130455 = -192434.922466
  nChanged 13
		SP:Iteration 35Q (2264.660000 sec): 3 clusters
  Score: Raw -194933.856543 + Penalty 2492.130455 = -192441.726087
  nChanged 12
		SP:Iteration 36Q (2264.670000 sec): 3 clusters
  Score: Raw -194939.649484 + Penalty 2492.130455 = -192447.519029
  nChanged 6
		SP:Iteration 37Q (2264.680000 sec): 3 clusters
  Score: Raw -194941.946398 + Penalty 2492.130455 = -192449.815943
  nChanged 3
		SP:Iteration 38Q (2264.680000 sec): 3 clusters
  Score: Raw -194943.715511 + Penalty 2492.130455 = -192451.585055
  nChanged 4
		SP:Iteration 39Q (2264.680000 sec): 3 clusters
  Score: Raw -194945.247665 + Penalty 2492.130455 = -192453.117210
  nChanged 3
		SP:Iteration 40F (2264.690000 sec): 3 clusters
  Score: Raw -194946.565797 + Penalty 2492.130455 = -192454.435342
  nChanged 3
		SP:Iteration 41Q (2264.700000 sec): 3 clusters
  Score: Raw -194948.486697 + Penalty 2492.130455 = -192456.356241
  nChanged 3
		SP:Iteration 42Q (2264.700000 sec): 3 clusters
  Score: Raw -194949.435763 + Penalty 2492.130455 = -192457.305308
  nChanged 1
		SP:Iteration 43Q (2264.710000 sec): 3 clusters
  Score: Raw -194949.642331 + Penalty 2492.130455 = -192457.511876
  nChanged 0
		SP:Iteration 44F (2264.710000 sec): 3 clusters
  Score: Raw -194949.642331 + Penalty 2492.130455 = -192457.511876
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 85 (1226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2264.720000 sec): 2 clusters
  Score: Raw -116140.504210 + Penalty 1155.620719 = -114984.883491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2264.720000 sec): 3 clusters
  Score: Raw -115676.040585 + Penalty 2311.241438 = -113364.799147
  nChanged 395
		SP:Iteration 1F (2264.720000 sec): 3 clusters
  Score: Raw -115991.798306 + Penalty 2311.241438 = -113680.556868
  nChanged 111
		SP:Iteration 2F (2264.730000 sec): 3 clusters
  Score: Raw -116080.726810 + Penalty 2311.241438 = -113769.485372
  nChanged 51
		SP:Iteration 3Q (2264.730000 sec): 3 clusters
  Score: Raw -116122.466858 + Penalty 2311.241438 = -113811.225420
  nChanged 39
		SP:Iteration 4Q (2264.730000 sec): 3 clusters
  Score: Raw -116158.002485 + Penalty 2311.241438 = -113846.761047
  nChanged 26
		SP:Iteration 5Q (2264.740000 sec): 3 clusters
  Score: Raw -116180.226548 + Penalty 2311.241438 = -113868.985110
  nChanged 28
		SP:Iteration 6Q (2264.740000 sec): 3 clusters
  Score: Raw -116204.166251 + Penalty 2311.241438 = -113892.924813
  nChanged 17
		SP:Iteration 7Q (2264.740000 sec): 3 clusters
  Score: Raw -116213.024893 + Penalty 2311.241438 = -113901.783456
  nChanged 9
		SP:Iteration 8Q (2264.740000 sec): 3 clusters
  Score: Raw -116220.410569 + Penalty 2311.241438 = -113909.169132
  nChanged 6
		SP:Iteration 9Q (2264.750000 sec): 3 clusters
  Score: Raw -116224.138664 + Penalty 2311.241438 = -113912.897226
  nChanged 6
		SP:Iteration 10Q (2264.750000 sec): 3 clusters
  Score: Raw -116227.326567 + Penalty 2311.241438 = -113916.085129
  nChanged 4
		SP:Iteration 11Q (2264.760000 sec): 3 clusters
  Score: Raw -116228.658799 + Penalty 2311.241438 = -113917.417361
  nChanged 0
		SP:Iteration 12F (2264.760000 sec): 3 clusters
  Score: Raw -116228.658799 + Penalty 2311.241438 = -113917.417361
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 86 (24016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2264.840000 sec): 2 clusters
  Score: Raw -2281814.650274 + Penalty 1639.052278 = -2280175.597997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2264.910000 sec): 3 clusters
  Score: Raw -2267331.515706 + Penalty 3278.104555 = -2264053.411151
  nChanged 10905
		SP:Iteration 1F (2264.980000 sec): 3 clusters
  Score: Raw -2273793.932447 + Penalty 3278.104555 = -2270515.827892
  nChanged 1580
		SP:Iteration 2F (2265.040000 sec): 3 clusters
  Score: Raw -2274794.011948 + Penalty 3278.104555 = -2271515.907393
  nChanged 1712
		SP:Iteration 3F (2265.100000 sec): 3 clusters
  Score: Raw -2275957.325709 + Penalty 3278.104555 = -2272679.221154
  nChanged 1708
		SP:Iteration 4F (2265.170000 sec): 3 clusters
  Score: Raw -2277139.272060 + Penalty 3278.104555 = -2273861.167505
  nChanged 1596
		SP:Iteration 5F (2265.240000 sec): 3 clusters
  Score: Raw -2278223.328120 + Penalty 3278.104555 = -2274945.223565
  nChanged 1365
		SP:Iteration 6F (2265.300000 sec): 3 clusters
  Score: Raw -2279134.590179 + Penalty 3278.104555 = -2275856.485624
  nChanged 1202
		SP:Iteration 7F (2265.360000 sec): 3 clusters
  Score: Raw -2279988.204761 + Penalty 3278.104555 = -2276710.100206
  nChanged 1103
		SP:Iteration 8Q (2265.430000 sec): 3 clusters
  Score: Raw -2280841.944483 + Penalty 3278.104555 = -2277563.839928
  nChanged 960
		SP:Iteration 9Q (2265.490000 sec): 3 clusters
  Score: Raw -2281596.057541 + Penalty 3278.104555 = -2278317.952986
  nChanged 756
		SP:Iteration 10Q (2265.550000 sec): 3 clusters
  Score: Raw -2282151.355908 + Penalty 3278.104555 = -2278873.251353
  nChanged 543
		SP:Iteration 11Q (2265.620000 sec): 3 clusters
  Score: Raw -2282523.477796 + Penalty 3278.104555 = -2279245.373241
  nChanged 440
		SP:Iteration 12Q (2265.680000 sec): 3 clusters
  Score: Raw -2282816.587281 + Penalty 3278.104555 = -2279538.482726
  nChanged 337
		SP:Iteration 13Q (2265.740000 sec): 3 clusters
  Score: Raw -2283021.003262 + Penalty 3278.104555 = -2279742.898707
  nChanged 262
		SP:Iteration 14Q (2265.790000 sec): 3 clusters
  Score: Raw -2283153.226080 + Penalty 3278.104555 = -2279875.121525
  nChanged 177
		SP:Iteration 15Q (2265.840000 sec): 3 clusters
  Score: Raw -2283238.558962 + Penalty 3278.104555 = -2279960.454407
  nChanged 163
		SP:Iteration 16Q (2265.900000 sec): 3 clusters
  Score: Raw -2283307.671240 + Penalty 3278.104555 = -2280029.566685
  nChanged 133
		SP:Iteration 17Q (2265.960000 sec): 3 clusters
  Score: Raw -2283355.708885 + Penalty 3278.104555 = -2280077.604330
  nChanged 85
		SP:Iteration 18Q (2266.010000 sec): 3 clusters
  Score: Raw -2283382.535146 + Penalty 3278.104555 = -2280104.430591
  nChanged 79
		SP:Iteration 19Q (2266.060000 sec): 3 clusters
  Score: Raw -2283401.174696 + Penalty 3278.104555 = -2280123.070141
  nChanged 58
		SP:Iteration 20F (2266.130000 sec): 3 clusters
  Score: Raw -2283416.609605 + Penalty 3278.104555 = -2280138.505050
  nChanged 53
		SP:Iteration 21Q (2266.180000 sec): 3 clusters
  Score: Raw -2283431.150854 + Penalty 3278.104555 = -2280153.046299
  nChanged 63
		SP:Iteration 22Q (2266.240000 sec): 3 clusters
  Score: Raw -2283452.531537 + Penalty 3278.104555 = -2280174.426982
  nChanged 63
		SP:Iteration 23Q (2266.290000 sec): 3 clusters
  Score: Raw -2283472.736116 + Penalty 3278.104555 = -2280194.631561
  nChanged 63
		SP:Iteration 24Q (2266.340000 sec): 3 clusters
  Score: Raw -2283491.880745 + Penalty 3278.104555 = -2280213.776190
  nChanged 51
		SP:Iteration 25Q (2266.400000 sec): 3 clusters
  Score: Raw -2283507.554440 + Penalty 3278.104555 = -2280229.449885
  nChanged 54
		SP:Iteration 26Q (2266.450000 sec): 3 clusters
  Score: Raw -2283528.388711 + Penalty 3278.104555 = -2280250.284156
  nChanged 53
		SP:Iteration 27Q (2266.500000 sec): 3 clusters
  Score: Raw -2283549.546984 + Penalty 3278.104555 = -2280271.442429
  nChanged 57
		SP:Iteration 28Q (2266.550000 sec): 3 clusters
  Score: Raw -2283571.098018 + Penalty 3278.104555 = -2280292.993463
  nChanged 56
		SP:Iteration 29Q (2266.600000 sec): 3 clusters
  Score: Raw -2283593.653324 + Penalty 3278.104555 = -2280315.548769
  nChanged 51
		SP:Iteration 30Q (2266.650000 sec): 3 clusters
  Score: Raw -2283608.656419 + Penalty 3278.104555 = -2280330.551864
  nChanged 32
		SP:Iteration 31Q (2266.700000 sec): 3 clusters
  Score: Raw -2283616.116347 + Penalty 3278.104555 = -2280338.011792
  nChanged 25
		SP:Iteration 32Q (2266.760000 sec): 3 clusters
  Score: Raw -2283621.971687 + Penalty 3278.104555 = -2280343.867132
  nChanged 26
		SP:Iteration 33Q (2266.810000 sec): 3 clusters
  Score: Raw -2283628.127908 + Penalty 3278.104555 = -2280350.023353
  nChanged 21
		SP:Iteration 34Q (2266.860000 sec): 3 clusters
  Score: Raw -2283632.204070 + Penalty 3278.104555 = -2280354.099515
  nChanged 16
		SP:Iteration 35Q (2266.910000 sec): 3 clusters
  Score: Raw -2283635.617050 + Penalty 3278.104555 = -2280357.512495
  nChanged 13
		SP:Iteration 36Q (2266.960000 sec): 3 clusters
  Score: Raw -2283638.782712 + Penalty 3278.104555 = -2280360.678157
  nChanged 17
		SP:Iteration 37Q (2267.010000 sec): 3 clusters
  Score: Raw -2283642.059206 + Penalty 3278.104555 = -2280363.954651
  nChanged 15
		SP:Iteration 38Q (2267.060000 sec): 3 clusters
  Score: Raw -2283644.653268 + Penalty 3278.104555 = -2280366.548713
  nChanged 7
		SP:Iteration 39Q (2267.110000 sec): 3 clusters
  Score: Raw -2283646.050796 + Penalty 3278.104555 = -2280367.946241
  nChanged 11
		SP:Iteration 40F (2267.180000 sec): 3 clusters
  Score: Raw -2283649.103192 + Penalty 3278.104555 = -2280370.998637
  nChanged 22
		SP:Iteration 41Q (2267.230000 sec): 3 clusters
  Score: Raw -2283653.207800 + Penalty 3278.104555 = -2280375.103245
  nChanged 24
		SP:Iteration 42Q (2267.280000 sec): 3 clusters
  Score: Raw -2283658.378478 + Penalty 3278.104555 = -2280380.273923
  nChanged 21
		SP:Iteration 43Q (2267.330000 sec): 3 clusters
  Score: Raw -2283662.756945 + Penalty 3278.104555 = -2280384.652390
  nChanged 19
		SP:Iteration 44Q (2267.380000 sec): 3 clusters
  Score: Raw -2283666.781176 + Penalty 3278.104555 = -2280388.676621
  nChanged 13
		SP:Iteration 45Q (2267.430000 sec): 3 clusters
  Score: Raw -2283668.525348 + Penalty 3278.104555 = -2280390.420793
  nChanged 16
		SP:Iteration 46Q (2267.480000 sec): 3 clusters
  Score: Raw -2283671.182970 + Penalty 3278.104555 = -2280393.078415
  nChanged 7
		SP:Iteration 47Q (2267.530000 sec): 3 clusters
  Score: Raw -2283672.189743 + Penalty 3278.104555 = -2280394.085188
  nChanged 6
		SP:Iteration 48Q (2267.580000 sec): 3 clusters
  Score: Raw -2283672.994832 + Penalty 3278.104555 = -2280394.890277
  nChanged 5
		SP:Iteration 49Q (2267.630000 sec): 3 clusters
  Score: Raw -2283673.869092 + Penalty 3278.104555 = -2280395.764537
  nChanged 4
		SP:Iteration 50Q (2267.680000 sec): 3 clusters
  Score: Raw -2283674.378548 + Penalty 3278.104555 = -2280396.273993
  nChanged 4
		SP:Iteration 51Q (2267.730000 sec): 3 clusters
  Score: Raw -2283674.844012 + Penalty 3278.104555 = -2280396.739457
  nChanged 0
		SP:Iteration 52F (2267.800000 sec): 3 clusters
  Score: Raw -2283674.844012 + Penalty 3278.104555 = -2280396.739457
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 87 (4288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2267.830000 sec): 2 clusters
  Score: Raw -438605.336843 + Penalty 1359.081052 = -437246.255791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2267.840000 sec): 3 clusters
  Score: Raw -436449.682309 + Penalty 2718.162103 = -433731.520206
  nChanged 1669
		SP:Iteration 1F (2267.850000 sec): 3 clusters
  Score: Raw -437405.475914 + Penalty 2718.162103 = -434687.313810
  nChanged 317
		SP:Iteration 2F (2267.860000 sec): 3 clusters
  Score: Raw -437575.672151 + Penalty 2718.162103 = -434857.510047
  nChanged 224
		SP:Iteration 3F (2267.870000 sec): 3 clusters
  Score: Raw -437708.434735 + Penalty 2718.162103 = -434990.272631
  nChanged 195
		SP:Iteration 4Q (2267.880000 sec): 3 clusters
  Score: Raw -437819.062707 + Penalty 2718.162103 = -435100.900603
  nChanged 170
		SP:Iteration 5Q (2267.890000 sec): 3 clusters
  Score: Raw -437914.056240 + Penalty 2718.162103 = -435195.894137
  nChanged 156
		SP:Iteration 6Q (2267.900000 sec): 3 clusters
  Score: Raw -438008.879349 + Penalty 2718.162103 = -435290.717245
  nChanged 153
		SP:Iteration 7Q (2267.920000 sec): 3 clusters
  Score: Raw -438097.973133 + Penalty 2718.162103 = -435379.811029
  nChanged 142
		SP:Iteration 8Q (2267.930000 sec): 3 clusters
  Score: Raw -438187.063829 + Penalty 2718.162103 = -435468.901726
  nChanged 133
		SP:Iteration 9Q (2267.940000 sec): 3 clusters
  Score: Raw -438274.843791 + Penalty 2718.162103 = -435556.681687
  nChanged 129
		SP:Iteration 10Q (2267.950000 sec): 3 clusters
  Score: Raw -438370.001317 + Penalty 2718.162103 = -435651.839213
  nChanged 117
		SP:Iteration 11Q (2267.960000 sec): 3 clusters
  Score: Raw -438451.859253 + Penalty 2718.162103 = -435733.697149
  nChanged 94
		SP:Iteration 12Q (2267.970000 sec): 3 clusters
  Score: Raw -438519.133738 + Penalty 2718.162103 = -435800.971635
  nChanged 71
		SP:Iteration 13Q (2267.980000 sec): 3 clusters
  Score: Raw -438575.662872 + Penalty 2718.162103 = -435857.500768
  nChanged 48
		SP:Iteration 14Q (2267.990000 sec): 3 clusters
  Score: Raw -438611.972952 + Penalty 2718.162103 = -435893.810849
  nChanged 45
		SP:Iteration 15Q (2268.000000 sec): 3 clusters
  Score: Raw -438644.193392 + Penalty 2718.162103 = -435926.031289
  nChanged 40
		SP:Iteration 16Q (2268.010000 sec): 3 clusters
  Score: Raw -438674.316295 + Penalty 2718.162103 = -435956.154192
  nChanged 29
		SP:Iteration 17Q (2268.020000 sec): 3 clusters
  Score: Raw -438696.996876 + Penalty 2718.162103 = -435978.834773
  nChanged 16
		SP:Iteration 18Q (2268.030000 sec): 3 clusters
  Score: Raw -438709.125460 + Penalty 2718.162103 = -435990.963356
  nChanged 20
		SP:Iteration 19Q (2268.040000 sec): 3 clusters
  Score: Raw -438724.001150 + Penalty 2718.162103 = -436005.839047
  nChanged 11
		SP:Iteration 20F (2268.050000 sec): 3 clusters
  Score: Raw -438733.364166 + Penalty 2718.162103 = -436015.202063
  nChanged 10
		SP:Iteration 21Q (2268.060000 sec): 3 clusters
  Score: Raw -438740.935437 + Penalty 2718.162103 = -436022.773334
  nChanged 7
		SP:Iteration 22Q (2268.070000 sec): 3 clusters
  Score: Raw -438746.796296 + Penalty 2718.162103 = -436028.634193
  nChanged 3
		SP:Iteration 23Q (2268.080000 sec): 3 clusters
  Score: Raw -438748.713331 + Penalty 2718.162103 = -436030.551228
  nChanged 3
		SP:Iteration 24Q (2268.090000 sec): 3 clusters
  Score: Raw -438750.872794 + Penalty 2718.162103 = -436032.710690
  nChanged 3
		SP:Iteration 25Q (2268.100000 sec): 3 clusters
  Score: Raw -438752.586887 + Penalty 2718.162103 = -436034.424783
  nChanged 4
		SP:Iteration 26Q (2268.110000 sec): 3 clusters
  Score: Raw -438754.962341 + Penalty 2718.162103 = -436036.800237
  nChanged 4
		SP:Iteration 27Q (2268.120000 sec): 3 clusters
  Score: Raw -438757.132367 + Penalty 2718.162103 = -436038.970264
  nChanged 1
		SP:Iteration 28Q (2268.130000 sec): 3 clusters
  Score: Raw -438757.346546 + Penalty 2718.162103 = -436039.184442
  nChanged 0
		SP:Iteration 29F (2268.140000 sec): 3 clusters
  Score: Raw -438757.346546 + Penalty 2718.162103 = -436039.184442
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 88 (8722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2268.170000 sec): 2 clusters
  Score: Raw -886270.850320 + Penalty 1474.460625 = -884796.389695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2268.190000 sec): 3 clusters
  Score: Raw -881384.637509 + Penalty 2948.921251 = -878435.716258
  nChanged 3780
		SP:Iteration 1F (2268.220000 sec): 3 clusters
  Score: Raw -883530.078825 + Penalty 2948.921251 = -880581.157574
  nChanged 580
		SP:Iteration 2F (2268.240000 sec): 3 clusters
  Score: Raw -883814.443759 + Penalty 2948.921251 = -880865.522509
  nChanged 504
		SP:Iteration 3F (2268.260000 sec): 3 clusters
  Score: Raw -884059.243142 + Penalty 2948.921251 = -881110.321891
  nChanged 374
		SP:Iteration 4Q (2268.280000 sec): 3 clusters
  Score: Raw -884232.475366 + Penalty 2948.921251 = -881283.554115
  nChanged 344
		SP:Iteration 5Q (2268.300000 sec): 3 clusters
  Score: Raw -884390.466025 + Penalty 2948.921251 = -881441.544774
  nChanged 303
		SP:Iteration 6Q (2268.330000 sec): 3 clusters
  Score: Raw -884522.144292 + Penalty 2948.921251 = -881573.223042
  nChanged 280
		SP:Iteration 7Q (2268.350000 sec): 3 clusters
  Score: Raw -884638.651402 + Penalty 2948.921251 = -881689.730151
  nChanged 245
		SP:Iteration 8Q (2268.370000 sec): 3 clusters
  Score: Raw -884743.993568 + Penalty 2948.921251 = -881795.072317
  nChanged 245
		SP:Iteration 9Q (2268.400000 sec): 3 clusters
  Score: Raw -884863.594132 + Penalty 2948.921251 = -881914.672882
  nChanged 256
		SP:Iteration 10Q (2268.420000 sec): 3 clusters
  Score: Raw -885007.849446 + Penalty 2948.921251 = -882058.928195
  nChanged 256
		SP:Iteration 11Q (2268.440000 sec): 3 clusters
  Score: Raw -885145.869789 + Penalty 2948.921251 = -882196.948539
  nChanged 234
		SP:Iteration 12Q (2268.460000 sec): 3 clusters
  Score: Raw -885244.879065 + Penalty 2948.921251 = -882295.957815
  nChanged 188
		SP:Iteration 13Q (2268.480000 sec): 3 clusters
  Score: Raw -885322.595652 + Penalty 2948.921251 = -882373.674401
  nChanged 169
		SP:Iteration 14Q (2268.510000 sec): 3 clusters
  Score: Raw -885385.427091 + Penalty 2948.921251 = -882436.505841
  nChanged 128
		SP:Iteration 15Q (2268.530000 sec): 3 clusters
  Score: Raw -885435.261472 + Penalty 2948.921251 = -882486.340221
  nChanged 117
		SP:Iteration 16Q (2268.550000 sec): 3 clusters
  Score: Raw -885478.006257 + Penalty 2948.921251 = -882529.085006
  nChanged 109
		SP:Iteration 17Q (2268.570000 sec): 3 clusters
  Score: Raw -885517.365163 + Penalty 2948.921251 = -882568.443912
  nChanged 98
		SP:Iteration 18Q (2268.590000 sec): 3 clusters
  Score: Raw -885546.578529 + Penalty 2948.921251 = -882597.657278
  nChanged 82
		SP:Iteration 19Q (2268.610000 sec): 3 clusters
  Score: Raw -885567.091556 + Penalty 2948.921251 = -882618.170305
  nChanged 48
		SP:Iteration 20F (2268.630000 sec): 3 clusters
  Score: Raw -885577.729227 + Penalty 2948.921251 = -882628.807976
  nChanged 45
		SP:Iteration 21Q (2268.660000 sec): 3 clusters
  Score: Raw -885589.474389 + Penalty 2948.921251 = -882640.553138
  nChanged 47
		SP:Iteration 22Q (2268.680000 sec): 3 clusters
  Score: Raw -885600.227855 + Penalty 2948.921251 = -882651.306604
  nChanged 41
		SP:Iteration 23Q (2268.700000 sec): 3 clusters
  Score: Raw -885608.201904 + Penalty 2948.921251 = -882659.280653
  nChanged 35
		SP:Iteration 24Q (2268.720000 sec): 3 clusters
  Score: Raw -885615.066350 + Penalty 2948.921251 = -882666.145100
  nChanged 40
		SP:Iteration 25Q (2268.740000 sec): 3 clusters
  Score: Raw -885621.623844 + Penalty 2948.921251 = -882672.702594
  nChanged 27
		SP:Iteration 26Q (2268.760000 sec): 3 clusters
  Score: Raw -885626.410877 + Penalty 2948.921251 = -882677.489626
  nChanged 25
		SP:Iteration 27Q (2268.780000 sec): 3 clusters
  Score: Raw -885630.982478 + Penalty 2948.921251 = -882682.061227
  nChanged 21
		SP:Iteration 28Q (2268.800000 sec): 3 clusters
  Score: Raw -885634.575908 + Penalty 2948.921251 = -882685.654657
  nChanged 24
		SP:Iteration 29Q (2268.820000 sec): 3 clusters
  Score: Raw -885639.756524 + Penalty 2948.921251 = -882690.835273
  nChanged 28
		SP:Iteration 30Q (2268.840000 sec): 3 clusters
  Score: Raw -885645.943443 + Penalty 2948.921251 = -882697.022192
  nChanged 28
		SP:Iteration 31Q (2268.860000 sec): 3 clusters
  Score: Raw -885652.927756 + Penalty 2948.921251 = -882704.006506
  nChanged 38
		SP:Iteration 32Q (2268.880000 sec): 3 clusters
  Score: Raw -885660.348175 + Penalty 2948.921251 = -882711.426924
  nChanged 33
		SP:Iteration 33Q (2268.900000 sec): 3 clusters
  Score: Raw -885666.832148 + Penalty 2948.921251 = -882717.910897
  nChanged 26
		SP:Iteration 34Q (2268.920000 sec): 3 clusters
  Score: Raw -885672.125667 + Penalty 2948.921251 = -882723.204417
  nChanged 21
		SP:Iteration 35Q (2268.940000 sec): 3 clusters
  Score: Raw -885675.451157 + Penalty 2948.921251 = -882726.529906
  nChanged 17
		SP:Iteration 36Q (2268.960000 sec): 3 clusters
  Score: Raw -885681.656624 + Penalty 2948.921251 = -882732.735373
  nChanged 25
		SP:Iteration 37Q (2268.980000 sec): 3 clusters
  Score: Raw -885688.078934 + Penalty 2948.921251 = -882739.157683
  nChanged 33
		SP:Iteration 38Q (2269.000000 sec): 3 clusters
  Score: Raw -885695.861230 + Penalty 2948.921251 = -882746.939979
  nChanged 34
		SP:Iteration 39Q (2269.020000 sec): 3 clusters
  Score: Raw -885704.330203 + Penalty 2948.921251 = -882755.408952
  nChanged 50
		SP:Iteration 40F (2269.040000 sec): 3 clusters
  Score: Raw -885716.224076 + Penalty 2948.921251 = -882767.302825
  nChanged 48
		SP:Iteration 41Q (2269.060000 sec): 3 clusters
  Score: Raw -885727.430451 + Penalty 2948.921251 = -882778.509200
  nChanged 52
		SP:Iteration 42Q (2269.080000 sec): 3 clusters
  Score: Raw -885741.079662 + Penalty 2948.921251 = -882792.158411
  nChanged 45
		SP:Iteration 43Q (2269.100000 sec): 3 clusters
  Score: Raw -885753.880944 + Penalty 2948.921251 = -882804.959693
  nChanged 51
		SP:Iteration 44Q (2269.120000 sec): 3 clusters
  Score: Raw -885767.301105 + Penalty 2948.921251 = -882818.379855
  nChanged 44
		SP:Iteration 45Q (2269.140000 sec): 3 clusters
  Score: Raw -885778.465323 + Penalty 2948.921251 = -882829.544072
  nChanged 46
		SP:Iteration 46Q (2269.160000 sec): 3 clusters
  Score: Raw -885788.551724 + Penalty 2948.921251 = -882839.630473
  nChanged 42
		SP:Iteration 47Q (2269.180000 sec): 3 clusters
  Score: Raw -885799.330939 + Penalty 2948.921251 = -882850.409689
  nChanged 49
		SP:Iteration 48Q (2269.200000 sec): 3 clusters
  Score: Raw -885813.759050 + Penalty 2948.921251 = -882864.837799
  nChanged 63
		SP:Iteration 49Q (2269.220000 sec): 3 clusters
  Score: Raw -885832.062376 + Penalty 2948.921251 = -882883.141125
  nChanged 64
		SP:Iteration 50Q (2269.240000 sec): 3 clusters
  Score: Raw -885851.239783 + Penalty 2948.921251 = -882902.318532
  nChanged 66
		SP:Iteration 51Q (2269.260000 sec): 3 clusters
  Score: Raw -885870.781919 + Penalty 2948.921251 = -882921.860669
  nChanged 62
		SP:Iteration 52Q (2269.280000 sec): 3 clusters
  Score: Raw -885889.037646 + Penalty 2948.921251 = -882940.116395
  nChanged 62
		SP:Iteration 53Q (2269.300000 sec): 3 clusters
  Score: Raw -885904.866522 + Penalty 2948.921251 = -882955.945272
  nChanged 54
		SP:Iteration 54Q (2269.320000 sec): 3 clusters
  Score: Raw -885920.836723 + Penalty 2948.921251 = -882971.915472
  nChanged 69
		SP:Iteration 55Q (2269.340000 sec): 3 clusters
  Score: Raw -885943.618040 + Penalty 2948.921251 = -882994.696790
  nChanged 77
		SP:Iteration 56Q (2269.360000 sec): 3 clusters
  Score: Raw -885972.208712 + Penalty 2948.921251 = -883023.287461
  nChanged 85
		SP:Iteration 57Q (2269.380000 sec): 3 clusters
  Score: Raw -886007.099807 + Penalty 2948.921251 = -883058.178557
  nChanged 87
		SP:Iteration 58Q (2269.390000 sec): 3 clusters
  Score: Raw -886048.822295 + Penalty 2948.921251 = -883099.901044
  nChanged 78
		SP:Iteration 59Q (2269.410000 sec): 3 clusters
  Score: Raw -886083.121975 + Penalty 2948.921251 = -883134.200725
  nChanged 71
		SP:Iteration 60F (2269.440000 sec): 3 clusters
  Score: Raw -886115.551302 + Penalty 2948.921251 = -883166.630051
  nChanged 89
		SP:Iteration 61Q (2269.450000 sec): 3 clusters
  Score: Raw -886158.048628 + Penalty 2948.921251 = -883209.127377
  nChanged 83
		SP:Iteration 62Q (2269.470000 sec): 3 clusters
  Score: Raw -886205.170559 + Penalty 2948.921251 = -883256.249308
  nChanged 84
		SP:Iteration 63Q (2269.490000 sec): 3 clusters
  Score: Raw -886252.018852 + Penalty 2948.921251 = -883303.097601
  nChanged 81
		SP:Iteration 64Q (2269.510000 sec): 3 clusters
  Score: Raw -886304.964358 + Penalty 2948.921251 = -883356.043107
  nChanged 65
		SP:Iteration 65Q (2269.530000 sec): 3 clusters
  Score: Raw -886343.144740 + Penalty 2948.921251 = -883394.223490
  nChanged 58
		SP:Iteration 66Q (2269.540000 sec): 3 clusters
  Score: Raw -886375.590054 + Penalty 2948.921251 = -883426.668804
  nChanged 62
		SP:Iteration 67Q (2269.560000 sec): 3 clusters
  Score: Raw -886410.522314 + Penalty 2948.921251 = -883461.601063
  nChanged 50
		SP:Iteration 68Q (2269.580000 sec): 3 clusters
  Score: Raw -886435.560811 + Penalty 2948.921251 = -883486.639560
  nChanged 43
		SP:Iteration 69Q (2269.600000 sec): 3 clusters
  Score: Raw -886458.985032 + Penalty 2948.921251 = -883510.063781
  nChanged 36
		SP:Iteration 70Q (2269.620000 sec): 3 clusters
  Score: Raw -886481.591115 + Penalty 2948.921251 = -883532.669864
  nChanged 29
		SP:Iteration 71Q (2269.630000 sec): 3 clusters
  Score: Raw -886500.036912 + Penalty 2948.921251 = -883551.115661
  nChanged 28
		SP:Iteration 72Q (2269.650000 sec): 3 clusters
  Score: Raw -886514.874569 + Penalty 2948.921251 = -883565.953319
  nChanged 23
		SP:Iteration 73Q (2269.670000 sec): 3 clusters
  Score: Raw -886531.353984 + Penalty 2948.921251 = -883582.432733
  nChanged 18
		SP:Iteration 74Q (2269.680000 sec): 3 clusters
  Score: Raw -886542.232391 + Penalty 2948.921251 = -883593.311141
  nChanged 17
		SP:Iteration 75Q (2269.700000 sec): 3 clusters
  Score: Raw -886550.630512 + Penalty 2948.921251 = -883601.709261
  nChanged 9
		SP:Iteration 76Q (2269.720000 sec): 3 clusters
  Score: Raw -886555.233426 + Penalty 2948.921251 = -883606.312175
  nChanged 10
		SP:Iteration 77Q (2269.730000 sec): 3 clusters
  Score: Raw -886561.519606 + Penalty 2948.921251 = -883612.598356
  nChanged 4
		SP:Iteration 78Q (2269.750000 sec): 3 clusters
  Score: Raw -886565.068736 + Penalty 2948.921251 = -883616.147486
  nChanged 7
		SP:Iteration 79Q (2269.770000 sec): 3 clusters
  Score: Raw -886572.165815 + Penalty 2948.921251 = -883623.244565
  nChanged 9
		SP:Iteration 80F (2269.790000 sec): 3 clusters
  Score: Raw -886578.313166 + Penalty 2948.921251 = -883629.391915
  nChanged 4
		SP:Iteration 81Q (2269.800000 sec): 3 clusters
  Score: Raw -886580.186034 + Penalty 2948.921251 = -883631.264783
  nChanged 3
		SP:Iteration 82Q (2269.820000 sec): 3 clusters
  Score: Raw -886581.786302 + Penalty 2948.921251 = -883632.865052
  nChanged 4
		SP:Iteration 83Q (2269.840000 sec): 3 clusters
  Score: Raw -886583.442233 + Penalty 2948.921251 = -883634.520983
  nChanged 4
		SP:Iteration 84Q (2269.860000 sec): 3 clusters
  Score: Raw -886585.464611 + Penalty 2948.921251 = -883636.543360
  nChanged 3
		SP:Iteration 85Q (2269.870000 sec): 3 clusters
  Score: Raw -886586.653213 + Penalty 2948.921251 = -883637.731963
  nChanged 2
		SP:Iteration 86Q (2269.890000 sec): 3 clusters
  Score: Raw -886587.644346 + Penalty 2948.921251 = -883638.723095
  nChanged 5
		SP:Iteration 87Q (2269.900000 sec): 3 clusters
  Score: Raw -886589.851044 + Penalty 2948.921251 = -883640.929793
  nChanged 4
		SP:Iteration 88Q (2269.920000 sec): 3 clusters
  Score: Raw -886591.684719 + Penalty 2948.921251 = -883642.763468
  nChanged 1
		SP:Iteration 89Q (2269.940000 sec): 3 clusters
  Score: Raw -886592.664845 + Penalty 2948.921251 = -883643.743595
  nChanged 1
		SP:Iteration 90Q (2269.950000 sec): 3 clusters
  Score: Raw -886593.398621 + Penalty 2948.921251 = -883644.477370
  nChanged 2
		SP:Iteration 91Q (2269.970000 sec): 3 clusters
  Score: Raw -886594.071023 + Penalty 2948.921251 = -883645.149772
  nChanged 1
		SP:Iteration 92Q (2269.990000 sec): 3 clusters
  Score: Raw -886594.490313 + Penalty 2948.921251 = -883645.569062
  nChanged 1
		SP:Iteration 93Q (2270.010000 sec): 3 clusters
  Score: Raw -886595.075829 + Penalty 2948.921251 = -883646.154578
  nChanged 0
		SP:Iteration 94F (2270.030000 sec): 3 clusters
  Score: Raw -886595.075829 + Penalty 2948.921251 = -883646.154578
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 89 (4199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2270.050000 sec): 2 clusters
  Score: Raw -413754.392458 + Penalty 1355.672773 = -412398.719685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2270.060000 sec): 3 clusters
  Score: Raw -411605.849203 + Penalty 2711.345546 = -408894.503657
  nChanged 1682
		SP:Iteration 1F (2270.070000 sec): 3 clusters
  Score: Raw -412500.944744 + Penalty 2711.345546 = -409789.599198
  nChanged 298
		SP:Iteration 2F (2270.080000 sec): 3 clusters
  Score: Raw -412665.285716 + Penalty 2711.345546 = -409953.940170
  nChanged 218
		SP:Iteration 3F (2270.090000 sec): 3 clusters
  Score: Raw -412798.445327 + Penalty 2711.345546 = -410087.099780
  nChanged 210
		SP:Iteration 4F (2270.100000 sec): 3 clusters
  Score: Raw -412933.896597 + Penalty 2711.345546 = -410222.551051
  nChanged 176
		SP:Iteration 5Q (2270.110000 sec): 3 clusters
  Score: Raw -413054.170064 + Penalty 2711.345546 = -410342.824517
  nChanged 167
		SP:Iteration 6Q (2270.120000 sec): 3 clusters
  Score: Raw -413150.764056 + Penalty 2711.345546 = -410439.418510
  nChanged 143
		SP:Iteration 7Q (2270.130000 sec): 3 clusters
  Score: Raw -413230.509474 + Penalty 2711.345546 = -410519.163928
  nChanged 125
		SP:Iteration 8Q (2270.140000 sec): 3 clusters
  Score: Raw -413289.455201 + Penalty 2711.345546 = -410578.109654
  nChanged 102
		SP:Iteration 9Q (2270.150000 sec): 3 clusters
  Score: Raw -413342.631219 + Penalty 2711.345546 = -410631.285672
  nChanged 106
		SP:Iteration 10Q (2270.170000 sec): 3 clusters
  Score: Raw -413396.474517 + Penalty 2711.345546 = -410685.128971
  nChanged 95
		SP:Iteration 11Q (2270.170000 sec): 3 clusters
  Score: Raw -413442.214601 + Penalty 2711.345546 = -410730.869055
  nChanged 77
		SP:Iteration 12Q (2270.190000 sec): 3 clusters
  Score: Raw -413473.496580 + Penalty 2711.345546 = -410762.151033
  nChanged 76
		SP:Iteration 13Q (2270.190000 sec): 3 clusters
  Score: Raw -413503.369442 + Penalty 2711.345546 = -410792.023896
  nChanged 66
		SP:Iteration 14Q (2270.210000 sec): 3 clusters
  Score: Raw -413524.878969 + Penalty 2711.345546 = -410813.533422
  nChanged 52
		SP:Iteration 15Q (2270.220000 sec): 3 clusters
  Score: Raw -413538.402740 + Penalty 2711.345546 = -410827.057194
  nChanged 40
		SP:Iteration 16Q (2270.230000 sec): 3 clusters
  Score: Raw -413550.989468 + Penalty 2711.345546 = -410839.643922
  nChanged 32
		SP:Iteration 17Q (2270.240000 sec): 3 clusters
  Score: Raw -413561.494538 + Penalty 2711.345546 = -410850.148992
  nChanged 33
		SP:Iteration 18Q (2270.250000 sec): 3 clusters
  Score: Raw -413572.052398 + Penalty 2711.345546 = -410860.706852
  nChanged 33
		SP:Iteration 19Q (2270.260000 sec): 3 clusters
  Score: Raw -413586.868986 + Penalty 2711.345546 = -410875.523439
  nChanged 44
		SP:Iteration 20F (2270.270000 sec): 3 clusters
  Score: Raw -413602.108643 + Penalty 2711.345546 = -410890.763097
  nChanged 36
		SP:Iteration 21Q (2270.280000 sec): 3 clusters
  Score: Raw -413615.845922 + Penalty 2711.345546 = -410904.500375
  nChanged 46
		SP:Iteration 22Q (2270.290000 sec): 3 clusters
  Score: Raw -413631.925337 + Penalty 2711.345546 = -410920.579791
  nChanged 49
		SP:Iteration 23Q (2270.300000 sec): 3 clusters
  Score: Raw -413647.732803 + Penalty 2711.345546 = -410936.387257
  nChanged 39
		SP:Iteration 24Q (2270.310000 sec): 3 clusters
  Score: Raw -413658.261680 + Penalty 2711.345546 = -410946.916134
  nChanged 34
		SP:Iteration 25Q (2270.320000 sec): 3 clusters
  Score: Raw -413667.860196 + Penalty 2711.345546 = -410956.514650
  nChanged 33
		SP:Iteration 26Q (2270.330000 sec): 3 clusters
  Score: Raw -413679.740982 + Penalty 2711.345546 = -410968.395436
  nChanged 30
		SP:Iteration 27Q (2270.330000 sec): 3 clusters
  Score: Raw -413690.238580 + Penalty 2711.345546 = -410978.893034
  nChanged 31
		SP:Iteration 28Q (2270.350000 sec): 3 clusters
  Score: Raw -413700.821117 + Penalty 2711.345546 = -410989.475571
  nChanged 30
		SP:Iteration 29Q (2270.350000 sec): 3 clusters
  Score: Raw -413711.080590 + Penalty 2711.345546 = -410999.735044
  nChanged 27
		SP:Iteration 30Q (2270.370000 sec): 3 clusters
  Score: Raw -413717.740689 + Penalty 2711.345546 = -411006.395143
  nChanged 28
		SP:Iteration 31Q (2270.380000 sec): 3 clusters
  Score: Raw -413726.046183 + Penalty 2711.345546 = -411014.700637
  nChanged 19
		SP:Iteration 32Q (2270.390000 sec): 3 clusters
  Score: Raw -413732.483153 + Penalty 2711.345546 = -411021.137607
  nChanged 20
		SP:Iteration 33Q (2270.400000 sec): 3 clusters
  Score: Raw -413739.675661 + Penalty 2711.345546 = -411028.330114
  nChanged 25
		SP:Iteration 34Q (2270.410000 sec): 3 clusters
  Score: Raw -413748.856680 + Penalty 2711.345546 = -411037.511134
  nChanged 20
		SP:Iteration 35Q (2270.420000 sec): 3 clusters
  Score: Raw -413755.851625 + Penalty 2711.345546 = -411044.506079
  nChanged 21
		SP:Iteration 36Q (2270.430000 sec): 3 clusters
  Score: Raw -413764.559310 + Penalty 2711.345546 = -411053.213764
  nChanged 20
		SP:Iteration 37Q (2270.440000 sec): 3 clusters
  Score: Raw -413770.981841 + Penalty 2711.345546 = -411059.636295
  nChanged 20
		SP:Iteration 38Q (2270.450000 sec): 3 clusters
  Score: Raw -413776.283254 + Penalty 2711.345546 = -411064.937708
  nChanged 20
		SP:Iteration 39Q (2270.460000 sec): 3 clusters
  Score: Raw -413781.843067 + Penalty 2711.345546 = -411070.497521
  nChanged 18
		SP:Iteration 40F (2270.470000 sec): 3 clusters
  Score: Raw -413786.133623 + Penalty 2711.345546 = -411074.788076
  nChanged 16
		SP:Iteration 41Q (2270.480000 sec): 3 clusters
  Score: Raw -413789.625249 + Penalty 2711.345546 = -411078.279703
  nChanged 10
		SP:Iteration 42Q (2270.490000 sec): 3 clusters
  Score: Raw -413793.578714 + Penalty 2711.345546 = -411082.233168
  nChanged 13
		SP:Iteration 43Q (2270.500000 sec): 3 clusters
  Score: Raw -413798.081345 + Penalty 2711.345546 = -411086.735799
  nChanged 16
		SP:Iteration 44Q (2270.510000 sec): 3 clusters
  Score: Raw -413802.563451 + Penalty 2711.345546 = -411091.217905
  nChanged 11
		SP:Iteration 45Q (2270.520000 sec): 3 clusters
  Score: Raw -413805.792971 + Penalty 2711.345546 = -411094.447425
  nChanged 10
		SP:Iteration 46Q (2270.530000 sec): 3 clusters
  Score: Raw -413809.359847 + Penalty 2711.345546 = -411098.014301
  nChanged 11
		SP:Iteration 47Q (2270.540000 sec): 3 clusters
  Score: Raw -413813.032113 + Penalty 2711.345546 = -411101.686567
  nChanged 19
		SP:Iteration 48Q (2270.550000 sec): 3 clusters
  Score: Raw -413820.625467 + Penalty 2711.345546 = -411109.279921
  nChanged 20
		SP:Iteration 49Q (2270.560000 sec): 3 clusters
  Score: Raw -413831.691181 + Penalty 2711.345546 = -411120.345635
  nChanged 20
		SP:Iteration 50Q (2270.570000 sec): 3 clusters
  Score: Raw -413841.187782 + Penalty 2711.345546 = -411129.842236
  nChanged 30
		SP:Iteration 51Q (2270.580000 sec): 3 clusters
  Score: Raw -413850.626507 + Penalty 2711.345546 = -411139.280960
  nChanged 29
		SP:Iteration 52Q (2270.590000 sec): 3 clusters
  Score: Raw -413861.183252 + Penalty 2711.345546 = -411149.837706
  nChanged 24
		SP:Iteration 53Q (2270.600000 sec): 3 clusters
  Score: Raw -413869.869540 + Penalty 2711.345546 = -411158.523993
  nChanged 19
		SP:Iteration 54Q (2270.610000 sec): 3 clusters
  Score: Raw -413877.438025 + Penalty 2711.345546 = -411166.092479
  nChanged 23
		SP:Iteration 55Q (2270.620000 sec): 3 clusters
  Score: Raw -413884.577778 + Penalty 2711.345546 = -411173.232232
  nChanged 14
		SP:Iteration 56Q (2270.630000 sec): 3 clusters
  Score: Raw -413888.818277 + Penalty 2711.345546 = -411177.472731
  nChanged 9
		SP:Iteration 57Q (2270.630000 sec): 3 clusters
  Score: Raw -413891.565903 + Penalty 2711.345546 = -411180.220356
  nChanged 13
		SP:Iteration 58Q (2270.650000 sec): 3 clusters
  Score: Raw -413895.750846 + Penalty 2711.345546 = -411184.405299
  nChanged 14
		SP:Iteration 59Q (2270.650000 sec): 3 clusters
  Score: Raw -413899.210957 + Penalty 2711.345546 = -411187.865411
  nChanged 11
		SP:Iteration 60F (2270.670000 sec): 3 clusters
  Score: Raw -413902.748513 + Penalty 2711.345546 = -411191.402967
  nChanged 18
		SP:Iteration 61Q (2270.680000 sec): 3 clusters
  Score: Raw -413907.309581 + Penalty 2711.345546 = -411195.964035
  nChanged 11
		SP:Iteration 62Q (2270.690000 sec): 3 clusters
  Score: Raw -413910.746171 + Penalty 2711.345546 = -411199.400625
  nChanged 15
		SP:Iteration 63Q (2270.690000 sec): 3 clusters
  Score: Raw -413917.079314 + Penalty 2711.345546 = -411205.733767
  nChanged 15
		SP:Iteration 64Q (2270.710000 sec): 3 clusters
  Score: Raw -413922.301937 + Penalty 2711.345546 = -411210.956391
  nChanged 12
		SP:Iteration 65Q (2270.710000 sec): 3 clusters
  Score: Raw -413926.000052 + Penalty 2711.345546 = -411214.654506
  nChanged 10
		SP:Iteration 66Q (2270.730000 sec): 3 clusters
  Score: Raw -413929.246972 + Penalty 2711.345546 = -411217.901425
  nChanged 8
		SP:Iteration 67Q (2270.730000 sec): 3 clusters
  Score: Raw -413932.599140 + Penalty 2711.345546 = -411221.253594
  nChanged 10
		SP:Iteration 68Q (2270.740000 sec): 3 clusters
  Score: Raw -413935.235031 + Penalty 2711.345546 = -411223.889485
  nChanged 6
		SP:Iteration 69Q (2270.750000 sec): 3 clusters
  Score: Raw -413937.097686 + Penalty 2711.345546 = -411225.752140
  nChanged 10
		SP:Iteration 70Q (2270.760000 sec): 3 clusters
  Score: Raw -413939.985926 + Penalty 2711.345546 = -411228.640380
  nChanged 5
		SP:Iteration 71Q (2270.770000 sec): 3 clusters
  Score: Raw -413942.064947 + Penalty 2711.345546 = -411230.719400
  nChanged 9
		SP:Iteration 72Q (2270.780000 sec): 3 clusters
  Score: Raw -413945.347903 + Penalty 2711.345546 = -411234.002357
  nChanged 11
		SP:Iteration 73Q (2270.790000 sec): 3 clusters
  Score: Raw -413951.539097 + Penalty 2711.345546 = -411240.193550
  nChanged 16
		SP:Iteration 74Q (2270.800000 sec): 3 clusters
  Score: Raw -413957.871750 + Penalty 2711.345546 = -411246.526204
  nChanged 12
		SP:Iteration 75Q (2270.810000 sec): 3 clusters
  Score: Raw -413963.148119 + Penalty 2711.345546 = -411251.802573
  nChanged 14
		SP:Iteration 76Q (2270.820000 sec): 3 clusters
  Score: Raw -413968.153349 + Penalty 2711.345546 = -411256.807803
  nChanged 14
		SP:Iteration 77Q (2270.830000 sec): 3 clusters
  Score: Raw -413973.813856 + Penalty 2711.345546 = -411262.468310
  nChanged 10
		SP:Iteration 78Q (2270.840000 sec): 3 clusters
  Score: Raw -413976.689300 + Penalty 2711.345546 = -411265.343754
  nChanged 12
		SP:Iteration 79Q (2270.850000 sec): 3 clusters
  Score: Raw -413980.015343 + Penalty 2711.345546 = -411268.669797
  nChanged 6
		SP:Iteration 80F (2270.860000 sec): 3 clusters
  Score: Raw -413982.466520 + Penalty 2711.345546 = -411271.120973
  nChanged 7
		SP:Iteration 81Q (2270.870000 sec): 3 clusters
  Score: Raw -413985.383918 + Penalty 2711.345546 = -411274.038372
  nChanged 5
		SP:Iteration 82Q (2270.880000 sec): 3 clusters
  Score: Raw -413987.597202 + Penalty 2711.345546 = -411276.251656
  nChanged 5
		SP:Iteration 83Q (2270.890000 sec): 3 clusters
  Score: Raw -413989.035829 + Penalty 2711.345546 = -411277.690283
  nChanged 3
		SP:Iteration 84Q (2270.900000 sec): 3 clusters
  Score: Raw -413990.160682 + Penalty 2711.345546 = -411278.815135
  nChanged 4
		SP:Iteration 85Q (2270.910000 sec): 3 clusters
  Score: Raw -413991.983885 + Penalty 2711.345546 = -411280.638339
  nChanged 4
		SP:Iteration 86Q (2270.920000 sec): 3 clusters
  Score: Raw -413993.278856 + Penalty 2711.345546 = -411281.933309
  nChanged 2
		SP:Iteration 87Q (2270.930000 sec): 3 clusters
  Score: Raw -413993.874636 + Penalty 2711.345546 = -411282.529090
  nChanged 3
		SP:Iteration 88Q (2270.940000 sec): 3 clusters
  Score: Raw -413994.701460 + Penalty 2711.345546 = -411283.355914
  nChanged 3
		SP:Iteration 89Q (2270.950000 sec): 3 clusters
  Score: Raw -413995.708922 + Penalty 2711.345546 = -411284.363376
  nChanged 2
		SP:Iteration 90Q (2270.950000 sec): 3 clusters
  Score: Raw -413996.249179 + Penalty 2711.345546 = -411284.903633
  nChanged 3
		SP:Iteration 91Q (2270.970000 sec): 3 clusters
  Score: Raw -413997.037623 + Penalty 2711.345546 = -411285.692077
  nChanged 3
		SP:Iteration 92Q (2270.970000 sec): 3 clusters
  Score: Raw -413997.570626 + Penalty 2711.345546 = -411286.225080
  nChanged 1
		SP:Iteration 93Q (2270.980000 sec): 3 clusters
  Score: Raw -413997.809959 + Penalty 2711.345546 = -411286.464412
  nChanged 0
		SP:Iteration 94F (2270.990000 sec): 3 clusters
  Score: Raw -413997.809959 + Penalty 2711.345546 = -411286.464412
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 90 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2271.010000 sec): 2 clusters
  Score: Raw -602953.327651 + Penalty 1419.836045 = -601533.491605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2271.030000 sec): 3 clusters
  Score: Raw -599651.089891 + Penalty 2839.672091 = -596811.417800
  nChanged 2637
		SP:Iteration 1F (2271.050000 sec): 3 clusters
  Score: Raw -601073.057275 + Penalty 2839.672091 = -598233.385184
  nChanged 405
		SP:Iteration 2F (2271.060000 sec): 3 clusters
  Score: Raw -601245.686816 + Penalty 2839.672091 = -598406.014725
  nChanged 270
		SP:Iteration 3Q (2271.080000 sec): 3 clusters
  Score: Raw -601365.580593 + Penalty 2839.672091 = -598525.908502
  nChanged 233
		SP:Iteration 4Q (2271.090000 sec): 3 clusters
  Score: Raw -601470.575932 + Penalty 2839.672091 = -598630.903841
  nChanged 234
		SP:Iteration 5Q (2271.110000 sec): 3 clusters
  Score: Raw -601588.773470 + Penalty 2839.672091 = -598749.101379
  nChanged 240
		SP:Iteration 6Q (2271.130000 sec): 3 clusters
  Score: Raw -601699.582629 + Penalty 2839.672091 = -598859.910538
  nChanged 228
		SP:Iteration 7Q (2271.140000 sec): 3 clusters
  Score: Raw -601811.014092 + Penalty 2839.672091 = -598971.342001
  nChanged 193
		SP:Iteration 8Q (2271.160000 sec): 3 clusters
  Score: Raw -601896.033484 + Penalty 2839.672091 = -599056.361393
  nChanged 198
		SP:Iteration 9Q (2271.170000 sec): 3 clusters
  Score: Raw -601980.343200 + Penalty 2839.672091 = -599140.671109
  nChanged 187
		SP:Iteration 10Q (2271.190000 sec): 3 clusters
  Score: Raw -602069.396754 + Penalty 2839.672091 = -599229.724663
  nChanged 186
		SP:Iteration 11Q (2271.210000 sec): 3 clusters
  Score: Raw -602157.241261 + Penalty 2839.672091 = -599317.569170
  nChanged 175
		SP:Iteration 12Q (2271.220000 sec): 3 clusters
  Score: Raw -602240.109344 + Penalty 2839.672091 = -599400.437253
  nChanged 156
		SP:Iteration 13Q (2271.240000 sec): 3 clusters
  Score: Raw -602309.471828 + Penalty 2839.672091 = -599469.799737
  nChanged 150
		SP:Iteration 14Q (2271.250000 sec): 3 clusters
  Score: Raw -602378.833779 + Penalty 2839.672091 = -599539.161688
  nChanged 134
		SP:Iteration 15Q (2271.270000 sec): 3 clusters
  Score: Raw -602439.333602 + Penalty 2839.672091 = -599599.661511
  nChanged 128
		SP:Iteration 16Q (2271.280000 sec): 3 clusters
  Score: Raw -602508.444152 + Penalty 2839.672091 = -599668.772061
  nChanged 133
		SP:Iteration 17Q (2271.300000 sec): 3 clusters
  Score: Raw -602587.747200 + Penalty 2839.672091 = -599748.075109
  nChanged 141
		SP:Iteration 18Q (2271.310000 sec): 3 clusters
  Score: Raw -602684.354376 + Penalty 2839.672091 = -599844.682285
  nChanged 148
		SP:Iteration 19Q (2271.330000 sec): 3 clusters
  Score: Raw -602801.627832 + Penalty 2839.672091 = -599961.955741
  nChanged 162
		SP:Iteration 20F (2271.350000 sec): 3 clusters
  Score: Raw -602966.307293 + Penalty 2839.672091 = -600126.635202
  nChanged 188
		SP:Iteration 21Q (2271.360000 sec): 3 clusters
  Score: Raw -603141.861542 + Penalty 2839.672091 = -600302.189451
  nChanged 155
		SP:Iteration 22Q (2271.370000 sec): 3 clusters
  Score: Raw -603279.864972 + Penalty 2839.672091 = -600440.192881
  nChanged 150
		SP:Iteration 23Q (2271.390000 sec): 3 clusters
  Score: Raw -603432.441433 + Penalty 2839.672091 = -600592.769342
  nChanged 124
		SP:Iteration 24Q (2271.400000 sec): 3 clusters
  Score: Raw -603542.191995 + Penalty 2839.672091 = -600702.519904
  nChanged 100
		SP:Iteration 25Q (2271.420000 sec): 3 clusters
  Score: Raw -603629.768915 + Penalty 2839.672091 = -600790.096824
  nChanged 77
		SP:Iteration 26Q (2271.430000 sec): 3 clusters
  Score: Raw -603679.032880 + Penalty 2839.672091 = -600839.360789
  nChanged 61
		SP:Iteration 27Q (2271.440000 sec): 3 clusters
  Score: Raw -603708.275820 + Penalty 2839.672091 = -600868.603729
  nChanged 53
		SP:Iteration 28Q (2271.460000 sec): 3 clusters
  Score: Raw -603735.275910 + Penalty 2839.672091 = -600895.603819
  nChanged 43
		SP:Iteration 29Q (2271.470000 sec): 3 clusters
  Score: Raw -603754.390261 + Penalty 2839.672091 = -600914.718170
  nChanged 31
		SP:Iteration 30Q (2271.480000 sec): 3 clusters
  Score: Raw -603764.027558 + Penalty 2839.672091 = -600924.355467
  nChanged 18
		SP:Iteration 31Q (2271.490000 sec): 3 clusters
  Score: Raw -603768.838714 + Penalty 2839.672091 = -600929.166623
  nChanged 9
		SP:Iteration 32Q (2271.510000 sec): 3 clusters
  Score: Raw -603770.540287 + Penalty 2839.672091 = -600930.868196
  nChanged 6
		SP:Iteration 33Q (2271.520000 sec): 3 clusters
  Score: Raw -603771.739297 + Penalty 2839.672091 = -600932.067207
  nChanged 3
		SP:Iteration 34Q (2271.530000 sec): 3 clusters
  Score: Raw -603772.189248 + Penalty 2839.672091 = -600932.517157
  nChanged 3
		SP:Iteration 35Q (2271.550000 sec): 3 clusters
  Score: Raw -603772.921202 + Penalty 2839.672091 = -600933.249111
  nChanged 3
		SP:Iteration 36Q (2271.560000 sec): 3 clusters
  Score: Raw -603773.575125 + Penalty 2839.672091 = -600933.903034
  nChanged 1
		SP:Iteration 37Q (2271.570000 sec): 3 clusters
  Score: Raw -603773.674981 + Penalty 2839.672091 = -600934.002890
  nChanged 0
		SP:Iteration 38F (2271.590000 sec): 3 clusters
  Score: Raw -603773.674981 + Penalty 2839.672091 = -600934.002890
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 91 (1540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2271.600000 sec): 2 clusters
  Score: Raw -147122.701663 + Penalty 1192.674876 = -145930.026788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2271.600000 sec): 3 clusters
  Score: Raw -146505.249115 + Penalty 2385.349751 = -144119.899364
  nChanged 543
		SP:Iteration 1F (2271.610000 sec): 3 clusters
  Score: Raw -146894.087520 + Penalty 2385.349751 = -144508.737769
  nChanged 134
		SP:Iteration 2F (2271.610000 sec): 3 clusters
  Score: Raw -147011.179725 + Penalty 2385.349751 = -144625.829974
  nChanged 77
		SP:Iteration 3Q (2271.610000 sec): 3 clusters
  Score: Raw -147077.735245 + Penalty 2385.349751 = -144692.385494
  nChanged 55
		SP:Iteration 4Q (2271.620000 sec): 3 clusters
  Score: Raw -147130.642575 + Penalty 2385.349751 = -144745.292824
  nChanged 50
		SP:Iteration 5Q (2271.620000 sec): 3 clusters
  Score: Raw -147177.116353 + Penalty 2385.349751 = -144791.766602
  nChanged 39
		SP:Iteration 6Q (2271.630000 sec): 3 clusters
  Score: Raw -147207.124255 + Penalty 2385.349751 = -144821.774504
  nChanged 25
		SP:Iteration 7Q (2271.630000 sec): 3 clusters
  Score: Raw -147225.068855 + Penalty 2385.349751 = -144839.719104
  nChanged 25
		SP:Iteration 8Q (2271.630000 sec): 3 clusters
  Score: Raw -147240.145636 + Penalty 2385.349751 = -144854.795885
  nChanged 23
		SP:Iteration 9Q (2271.640000 sec): 3 clusters
  Score: Raw -147251.320997 + Penalty 2385.349751 = -144865.971246
  nChanged 15
		SP:Iteration 10Q (2271.640000 sec): 3 clusters
  Score: Raw -147260.907951 + Penalty 2385.349751 = -144875.558200
  nChanged 12
		SP:Iteration 11Q (2271.650000 sec): 3 clusters
  Score: Raw -147268.230761 + Penalty 2385.349751 = -144882.881010
  nChanged 13
		SP:Iteration 12Q (2271.650000 sec): 3 clusters
  Score: Raw -147276.107658 + Penalty 2385.349751 = -144890.757907
  nChanged 12
		SP:Iteration 13Q (2271.650000 sec): 3 clusters
  Score: Raw -147282.940809 + Penalty 2385.349751 = -144897.591058
  nChanged 8
		SP:Iteration 14Q (2271.660000 sec): 3 clusters
  Score: Raw -147287.010701 + Penalty 2385.349751 = -144901.660950
  nChanged 5
		SP:Iteration 15Q (2271.660000 sec): 3 clusters
  Score: Raw -147289.344069 + Penalty 2385.349751 = -144903.994318
  nChanged 6
		SP:Iteration 16Q (2271.670000 sec): 3 clusters
  Score: Raw -147292.726616 + Penalty 2385.349751 = -144907.376865
  nChanged 6
		SP:Iteration 17Q (2271.670000 sec): 3 clusters
  Score: Raw -147295.108803 + Penalty 2385.349751 = -144909.759052
  nChanged 4
		SP:Iteration 18Q (2271.670000 sec): 3 clusters
  Score: Raw -147296.834551 + Penalty 2385.349751 = -144911.484800
  nChanged 2
		SP:Iteration 19Q (2271.670000 sec): 3 clusters
  Score: Raw -147298.228894 + Penalty 2385.349751 = -144912.879143
  nChanged 2
		SP:Iteration 20F (2271.680000 sec): 3 clusters
  Score: Raw -147299.800246 + Penalty 2385.349751 = -144914.450495
  nChanged 7
		SP:Iteration 21Q (2271.680000 sec): 3 clusters
  Score: Raw -147302.992457 + Penalty 2385.349751 = -144917.642706
  nChanged 3
		SP:Iteration 22Q (2271.690000 sec): 3 clusters
  Score: Raw -147304.647616 + Penalty 2385.349751 = -144919.297865
  nChanged 5
		SP:Iteration 23Q (2271.690000 sec): 3 clusters
  Score: Raw -147306.983674 + Penalty 2385.349751 = -144921.633923
  nChanged 7
		SP:Iteration 24Q (2271.690000 sec): 3 clusters
  Score: Raw -147310.547606 + Penalty 2385.349751 = -144925.197855
  nChanged 7
		SP:Iteration 25Q (2271.700000 sec): 3 clusters
  Score: Raw -147314.094480 + Penalty 2385.349751 = -144928.744729
  nChanged 4
		SP:Iteration 26Q (2271.700000 sec): 3 clusters
  Score: Raw -147315.278415 + Penalty 2385.349751 = -144929.928664
  nChanged 2
		SP:Iteration 27Q (2271.710000 sec): 3 clusters
  Score: Raw -147316.016935 + Penalty 2385.349751 = -144930.667184
  nChanged 1
		SP:Iteration 28Q (2271.710000 sec): 3 clusters
  Score: Raw -147316.407396 + Penalty 2385.349751 = -144931.057645
  nChanged 1
		SP:Iteration 29Q (2271.710000 sec): 3 clusters
  Score: Raw -147316.562033 + Penalty 2385.349751 = -144931.212282
  nChanged 1
		SP:Iteration 30Q (2271.720000 sec): 3 clusters
  Score: Raw -147316.801901 + Penalty 2385.349751 = -144931.452150
  nChanged 0
		SP:Iteration 31F (2271.720000 sec): 3 clusters
  Score: Raw -147316.801901 + Penalty 2385.349751 = -144931.452150
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 93 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2271.730000 sec): 2 clusters
  Score: Raw -267474.319220 + Penalty 1289.881413 = -266184.437807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2271.740000 sec): 3 clusters
  Score: Raw -266153.800637 + Penalty 2579.762827 = -263574.037810
  nChanged 1051
		SP:Iteration 1F (2271.750000 sec): 3 clusters
  Score: Raw -266800.049352 + Penalty 2579.762827 = -264220.286525
  nChanged 212
		SP:Iteration 2F (2271.750000 sec): 3 clusters
  Score: Raw -266939.704751 + Penalty 2579.762827 = -264359.941924
  nChanged 150
		SP:Iteration 3F (2271.760000 sec): 3 clusters
  Score: Raw -267027.774069 + Penalty 2579.762827 = -264448.011242
  nChanged 110
		SP:Iteration 4Q (2271.770000 sec): 3 clusters
  Score: Raw -267109.107911 + Penalty 2579.762827 = -264529.345084
  nChanged 109
		SP:Iteration 5Q (2271.770000 sec): 3 clusters
  Score: Raw -267182.986998 + Penalty 2579.762827 = -264603.224171
  nChanged 100
		SP:Iteration 6Q (2271.780000 sec): 3 clusters
  Score: Raw -267263.101639 + Penalty 2579.762827 = -264683.338812
  nChanged 118
		SP:Iteration 7Q (2271.790000 sec): 3 clusters
  Score: Raw -267382.948164 + Penalty 2579.762827 = -264803.185337
  nChanged 114
		SP:Iteration 8Q (2271.790000 sec): 3 clusters
  Score: Raw -267505.467114 + Penalty 2579.762827 = -264925.704287
  nChanged 119
		SP:Iteration 9Q (2271.800000 sec): 3 clusters
  Score: Raw -267642.424614 + Penalty 2579.762827 = -265062.661787
  nChanged 105
		SP:Iteration 10Q (2271.810000 sec): 3 clusters
  Score: Raw -267778.100853 + Penalty 2579.762827 = -265198.338026
  nChanged 99
		SP:Iteration 11Q (2271.810000 sec): 3 clusters
  Score: Raw -267924.907007 + Penalty 2579.762827 = -265345.144181
  nChanged 106
		SP:Iteration 12Q (2271.820000 sec): 3 clusters
  Score: Raw -268062.333642 + Penalty 2579.762827 = -265482.570815
  nChanged 80
		SP:Iteration 13Q (2271.830000 sec): 3 clusters
  Score: Raw -268144.602455 + Penalty 2579.762827 = -265564.839628
  nChanged 63
		SP:Iteration 14Q (2271.830000 sec): 3 clusters
  Score: Raw -268199.369119 + Penalty 2579.762827 = -265619.606292
  nChanged 45
		SP:Iteration 15Q (2271.840000 sec): 3 clusters
  Score: Raw -268235.739947 + Penalty 2579.762827 = -265655.977120
  nChanged 34
		SP:Iteration 16Q (2271.850000 sec): 3 clusters
  Score: Raw -268257.040065 + Penalty 2579.762827 = -265677.277238
  nChanged 23
		SP:Iteration 17Q (2271.850000 sec): 3 clusters
  Score: Raw -268269.158359 + Penalty 2579.762827 = -265689.395532
  nChanged 20
		SP:Iteration 18Q (2271.860000 sec): 3 clusters
  Score: Raw -268278.253657 + Penalty 2579.762827 = -265698.490830
  nChanged 10
		SP:Iteration 19Q (2271.870000 sec): 3 clusters
  Score: Raw -268282.731474 + Penalty 2579.762827 = -265702.968647
  nChanged 8
		SP:Iteration 20F (2271.870000 sec): 3 clusters
  Score: Raw -268286.033652 + Penalty 2579.762827 = -265706.270825
  nChanged 6
		SP:Iteration 21Q (2271.880000 sec): 3 clusters
  Score: Raw -268287.505980 + Penalty 2579.762827 = -265707.743153
  nChanged 1
		SP:Iteration 22Q (2271.890000 sec): 3 clusters
  Score: Raw -268287.680078 + Penalty 2579.762827 = -265707.917251
  nChanged 1
		SP:Iteration 23Q (2271.890000 sec): 3 clusters
  Score: Raw -268288.041470 + Penalty 2579.762827 = -265708.278643
  nChanged 3
		SP:Iteration 24Q (2271.900000 sec): 3 clusters
  Score: Raw -268289.542390 + Penalty 2579.762827 = -265709.779563
  nChanged 6
		SP:Iteration 25Q (2271.900000 sec): 3 clusters
  Score: Raw -268292.440152 + Penalty 2579.762827 = -265712.677325
  nChanged 6
		SP:Iteration 26Q (2271.910000 sec): 3 clusters
  Score: Raw -268294.011055 + Penalty 2579.762827 = -265714.248228
  nChanged 3
		SP:Iteration 27Q (2271.910000 sec): 3 clusters
  Score: Raw -268295.142162 + Penalty 2579.762827 = -265715.379335
  nChanged 2
		SP:Iteration 28Q (2271.920000 sec): 3 clusters
  Score: Raw -268295.675123 + Penalty 2579.762827 = -265715.912296
  nChanged 2
		SP:Iteration 29Q (2271.930000 sec): 3 clusters
  Score: Raw -268296.290714 + Penalty 2579.762827 = -265716.527887
  nChanged 0
		SP:Iteration 30F (2271.930000 sec): 3 clusters
  Score: Raw -268296.290714 + Penalty 2579.762827 = -265716.527887
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 94 (4100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2271.950000 sec): 2 clusters
  Score: Raw -387063.474539 + Penalty 1351.795616 = -385711.678923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2271.960000 sec): 3 clusters
  Score: Raw -384995.720195 + Penalty 2703.591232 = -382292.128963
  nChanged 1581
		SP:Iteration 1F (2271.970000 sec): 3 clusters
  Score: Raw -385876.026122 + Penalty 2703.591232 = -383172.434890
  nChanged 307
		SP:Iteration 2F (2271.980000 sec): 3 clusters
  Score: Raw -386050.863117 + Penalty 2703.591232 = -383347.271885
  nChanged 252
		SP:Iteration 3F (2271.990000 sec): 3 clusters
  Score: Raw -386216.596402 + Penalty 2703.591232 = -383513.005170
  nChanged 213
		SP:Iteration 4F (2272.000000 sec): 3 clusters
  Score: Raw -386347.861042 + Penalty 2703.591232 = -383644.269810
  nChanged 183
		SP:Iteration 5Q (2272.010000 sec): 3 clusters
  Score: Raw -386459.630710 + Penalty 2703.591232 = -383756.039478
  nChanged 167
		SP:Iteration 6Q (2272.020000 sec): 3 clusters
  Score: Raw -386578.593907 + Penalty 2703.591232 = -383875.002675
  nChanged 166
		SP:Iteration 7Q (2272.030000 sec): 3 clusters
  Score: Raw -386687.402185 + Penalty 2703.591232 = -383983.810953
  nChanged 138
		SP:Iteration 8Q (2272.040000 sec): 3 clusters
  Score: Raw -386771.610410 + Penalty 2703.591232 = -384068.019178
  nChanged 124
		SP:Iteration 9Q (2272.050000 sec): 3 clusters
  Score: Raw -386842.377819 + Penalty 2703.591232 = -384138.786587
  nChanged 107
		SP:Iteration 10Q (2272.060000 sec): 3 clusters
  Score: Raw -386904.570445 + Penalty 2703.591232 = -384200.979213
  nChanged 94
		SP:Iteration 11Q (2272.070000 sec): 3 clusters
  Score: Raw -386964.179519 + Penalty 2703.591232 = -384260.588287
  nChanged 89
		SP:Iteration 12Q (2272.080000 sec): 3 clusters
  Score: Raw -387022.388565 + Penalty 2703.591232 = -384318.797333
  nChanged 88
		SP:Iteration 13Q (2272.090000 sec): 3 clusters
  Score: Raw -387088.499494 + Penalty 2703.591232 = -384384.908262
  nChanged 108
		SP:Iteration 14Q (2272.100000 sec): 3 clusters
  Score: Raw -387173.541283 + Penalty 2703.591232 = -384469.950051
  nChanged 98
		SP:Iteration 15Q (2272.110000 sec): 3 clusters
  Score: Raw -387252.966507 + Penalty 2703.591232 = -384549.375275
  nChanged 93
		SP:Iteration 16Q (2272.120000 sec): 3 clusters
  Score: Raw -387319.339423 + Penalty 2703.591232 = -384615.748190
  nChanged 74
		SP:Iteration 17Q (2272.130000 sec): 3 clusters
  Score: Raw -387359.483782 + Penalty 2703.591232 = -384655.892550
  nChanged 55
		SP:Iteration 18Q (2272.140000 sec): 3 clusters
  Score: Raw -387387.106433 + Penalty 2703.591232 = -384683.515201
  nChanged 42
		SP:Iteration 19Q (2272.150000 sec): 3 clusters
  Score: Raw -387406.333991 + Penalty 2703.591232 = -384702.742759
  nChanged 34
		SP:Iteration 20F (2272.160000 sec): 3 clusters
  Score: Raw -387423.036699 + Penalty 2703.591232 = -384719.445467
  nChanged 30
		SP:Iteration 21Q (2272.170000 sec): 3 clusters
  Score: Raw -387438.200054 + Penalty 2703.591232 = -384734.608822
  nChanged 25
		SP:Iteration 22Q (2272.180000 sec): 3 clusters
  Score: Raw -387446.697286 + Penalty 2703.591232 = -384743.106054
  nChanged 18
		SP:Iteration 23Q (2272.190000 sec): 3 clusters
  Score: Raw -387453.924699 + Penalty 2703.591232 = -384750.333467
  nChanged 21
		SP:Iteration 24Q (2272.200000 sec): 3 clusters
  Score: Raw -387459.629586 + Penalty 2703.591232 = -384756.038354
  nChanged 14
		SP:Iteration 25Q (2272.210000 sec): 3 clusters
  Score: Raw -387463.398115 + Penalty 2703.591232 = -384759.806883
  nChanged 14
		SP:Iteration 26Q (2272.220000 sec): 3 clusters
  Score: Raw -387467.551992 + Penalty 2703.591232 = -384763.960760
  nChanged 11
		SP:Iteration 27Q (2272.230000 sec): 3 clusters
  Score: Raw -387471.137244 + Penalty 2703.591232 = -384767.546012
  nChanged 13
		SP:Iteration 28Q (2272.230000 sec): 3 clusters
  Score: Raw -387475.563680 + Penalty 2703.591232 = -384771.972447
  nChanged 8
		SP:Iteration 29Q (2272.250000 sec): 3 clusters
  Score: Raw -387478.948015 + Penalty 2703.591232 = -384775.356783
  nChanged 7
		SP:Iteration 30Q (2272.250000 sec): 3 clusters
  Score: Raw -387480.720164 + Penalty 2703.591232 = -384777.128932
  nChanged 7
		SP:Iteration 31Q (2272.260000 sec): 3 clusters
  Score: Raw -387482.550902 + Penalty 2703.591232 = -384778.959670
  nChanged 5
		SP:Iteration 32Q (2272.270000 sec): 3 clusters
  Score: Raw -387484.802580 + Penalty 2703.591232 = -384781.211348
  nChanged 5
		SP:Iteration 33Q (2272.280000 sec): 3 clusters
  Score: Raw -387487.851561 + Penalty 2703.591232 = -384784.260329
  nChanged 7
		SP:Iteration 34Q (2272.290000 sec): 3 clusters
  Score: Raw -387489.504378 + Penalty 2703.591232 = -384785.913146
  nChanged 5
		SP:Iteration 35Q (2272.300000 sec): 3 clusters
  Score: Raw -387490.791026 + Penalty 2703.591232 = -384787.199794
  nChanged 3
		SP:Iteration 36Q (2272.310000 sec): 3 clusters
  Score: Raw -387491.569852 + Penalty 2703.591232 = -384787.978620
  nChanged 3
		SP:Iteration 37Q (2272.320000 sec): 3 clusters
  Score: Raw -387492.351613 + Penalty 2703.591232 = -384788.760381
  nChanged 4
		SP:Iteration 38Q (2272.330000 sec): 3 clusters
  Score: Raw -387494.200161 + Penalty 2703.591232 = -384790.608929
  nChanged 7
		SP:Iteration 39Q (2272.340000 sec): 3 clusters
  Score: Raw -387497.685160 + Penalty 2703.591232 = -384794.093928
  nChanged 6
		SP:Iteration 40F (2272.350000 sec): 3 clusters
  Score: Raw -387499.691195 + Penalty 2703.591232 = -384796.099963
  nChanged 7
		SP:Iteration 41Q (2272.360000 sec): 3 clusters
  Score: Raw -387503.622527 + Penalty 2703.591232 = -384800.031295
  nChanged 14
		SP:Iteration 42Q (2272.370000 sec): 3 clusters
  Score: Raw -387510.394198 + Penalty 2703.591232 = -384806.802966
  nChanged 15
		SP:Iteration 43Q (2272.370000 sec): 3 clusters
  Score: Raw -387515.496773 + Penalty 2703.591232 = -384811.905541
  nChanged 13
		SP:Iteration 44Q (2272.390000 sec): 3 clusters
  Score: Raw -387520.012301 + Penalty 2703.591232 = -384816.421069
  nChanged 10
		SP:Iteration 45Q (2272.390000 sec): 3 clusters
  Score: Raw -387522.407508 + Penalty 2703.591232 = -384818.816276
  nChanged 7
		SP:Iteration 46Q (2272.400000 sec): 3 clusters
  Score: Raw -387524.016413 + Penalty 2703.591232 = -384820.425181
  nChanged 6
		SP:Iteration 47Q (2272.410000 sec): 3 clusters
  Score: Raw -387525.463338 + Penalty 2703.591232 = -384821.872106
  nChanged 6
		SP:Iteration 48Q (2272.420000 sec): 3 clusters
  Score: Raw -387527.591908 + Penalty 2703.591232 = -384824.000676
  nChanged 5
		SP:Iteration 49Q (2272.430000 sec): 3 clusters
  Score: Raw -387529.536011 + Penalty 2703.591232 = -384825.944779
  nChanged 7
		SP:Iteration 50Q (2272.440000 sec): 3 clusters
  Score: Raw -387531.557189 + Penalty 2703.591232 = -384827.965957
  nChanged 2
		SP:Iteration 51Q (2272.450000 sec): 3 clusters
  Score: Raw -387532.318073 + Penalty 2703.591232 = -384828.726841
  nChanged 4
		SP:Iteration 52Q (2272.460000 sec): 3 clusters
  Score: Raw -387533.640466 + Penalty 2703.591232 = -384830.049234
  nChanged 5
		SP:Iteration 53Q (2272.470000 sec): 3 clusters
  Score: Raw -387534.963845 + Penalty 2703.591232 = -384831.372613
  nChanged 5
		SP:Iteration 54Q (2272.480000 sec): 3 clusters
  Score: Raw -387537.062306 + Penalty 2703.591232 = -384833.471074
  nChanged 7
		SP:Iteration 55Q (2272.490000 sec): 3 clusters
  Score: Raw -387541.764727 + Penalty 2703.591232 = -384838.173495
  nChanged 9
		SP:Iteration 56Q (2272.490000 sec): 3 clusters
  Score: Raw -387545.447583 + Penalty 2703.591232 = -384841.856350
  nChanged 13
		SP:Iteration 57Q (2272.510000 sec): 3 clusters
  Score: Raw -387552.417413 + Penalty 2703.591232 = -384848.826181
  nChanged 13
		SP:Iteration 58Q (2272.510000 sec): 3 clusters
  Score: Raw -387555.699444 + Penalty 2703.591232 = -384852.108212
  nChanged 11
		SP:Iteration 59Q (2272.520000 sec): 3 clusters
  Score: Raw -387559.349652 + Penalty 2703.591232 = -384855.758420
  nChanged 11
		SP:Iteration 60F (2272.530000 sec): 3 clusters
  Score: Raw -387563.438241 + Penalty 2703.591232 = -384859.847009
  nChanged 13
		SP:Iteration 61Q (2272.540000 sec): 3 clusters
  Score: Raw -387568.066227 + Penalty 2703.591232 = -384864.474995
  nChanged 6
		SP:Iteration 62Q (2272.550000 sec): 3 clusters
  Score: Raw -387570.374030 + Penalty 2703.591232 = -384866.782798
  nChanged 7
		SP:Iteration 63Q (2272.560000 sec): 3 clusters
  Score: Raw -387572.085390 + Penalty 2703.591232 = -384868.494158
  nChanged 6
		SP:Iteration 64Q (2272.570000 sec): 3 clusters
  Score: Raw -387574.563727 + Penalty 2703.591232 = -384870.972495
  nChanged 5
		SP:Iteration 65Q (2272.580000 sec): 3 clusters
  Score: Raw -387575.973398 + Penalty 2703.591232 = -384872.382166
  nChanged 4
		SP:Iteration 66Q (2272.590000 sec): 3 clusters
  Score: Raw -387576.913114 + Penalty 2703.591232 = -384873.321882
  nChanged 5
		SP:Iteration 67Q (2272.600000 sec): 3 clusters
  Score: Raw -387578.258920 + Penalty 2703.591232 = -384874.667688
  nChanged 6
		SP:Iteration 68Q (2272.610000 sec): 3 clusters
  Score: Raw -387579.523145 + Penalty 2703.591232 = -384875.931912
  nChanged 6
		SP:Iteration 69Q (2272.610000 sec): 3 clusters
  Score: Raw -387581.962871 + Penalty 2703.591232 = -384878.371639
  nChanged 8
		SP:Iteration 70Q (2272.620000 sec): 3 clusters
  Score: Raw -387584.030576 + Penalty 2703.591232 = -384880.439344
  nChanged 6
		SP:Iteration 71Q (2272.630000 sec): 3 clusters
  Score: Raw -387585.801301 + Penalty 2703.591232 = -384882.210069
  nChanged 2
		SP:Iteration 72Q (2272.640000 sec): 3 clusters
  Score: Raw -387586.394914 + Penalty 2703.591232 = -384882.803682
  nChanged 4
		SP:Iteration 73Q (2272.650000 sec): 3 clusters
  Score: Raw -387587.097804 + Penalty 2703.591232 = -384883.506572
  nChanged 4
		SP:Iteration 74Q (2272.660000 sec): 3 clusters
  Score: Raw -387588.050158 + Penalty 2703.591232 = -384884.458926
  nChanged 2
		SP:Iteration 75Q (2272.670000 sec): 3 clusters
  Score: Raw -387588.484008 + Penalty 2703.591232 = -384884.892776
  nChanged 4
		SP:Iteration 76Q (2272.680000 sec): 3 clusters
  Score: Raw -387589.641168 + Penalty 2703.591232 = -384886.049936
  nChanged 2
		SP:Iteration 77Q (2272.690000 sec): 3 clusters
  Score: Raw -387590.843820 + Penalty 2703.591232 = -384887.252588
  nChanged 4
		SP:Iteration 78Q (2272.700000 sec): 3 clusters
  Score: Raw -387592.128007 + Penalty 2703.591232 = -384888.536775
  nChanged 6
		SP:Iteration 79Q (2272.710000 sec): 3 clusters
  Score: Raw -387593.776556 + Penalty 2703.591232 = -384890.185324
  nChanged 3
		SP:Iteration 80F (2272.710000 sec): 3 clusters
  Score: Raw -387594.394783 + Penalty 2703.591232 = -384890.803551
  nChanged 2
		SP:Iteration 81Q (2272.730000 sec): 3 clusters
  Score: Raw -387594.950738 + Penalty 2703.591232 = -384891.359506
  nChanged 3
		SP:Iteration 82Q (2272.730000 sec): 3 clusters
  Score: Raw -387595.585024 + Penalty 2703.591232 = -384891.993791
  nChanged 2
		SP:Iteration 83Q (2272.740000 sec): 3 clusters
  Score: Raw -387595.933547 + Penalty 2703.591232 = -384892.342315
  nChanged 0
		SP:Iteration 84F (2272.750000 sec): 3 clusters
  Score: Raw -387595.933547 + Penalty 2703.591232 = -384892.342315
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 95 (2123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2272.770000 sec): 2 clusters
  Score: Raw -199152.221230 + Penalty 1244.845138 = -197907.376092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2272.780000 sec): 3 clusters
  Score: Raw -198256.964661 + Penalty 2489.690275 = -195767.274386
  nChanged 772
		SP:Iteration 1F (2272.780000 sec): 3 clusters
  Score: Raw -198786.118870 + Penalty 2489.690275 = -196296.428595
  nChanged 182
		SP:Iteration 2F (2272.790000 sec): 3 clusters
  Score: Raw -198920.973206 + Penalty 2489.690275 = -196431.282931
  nChanged 103
		SP:Iteration 3Q (2272.790000 sec): 3 clusters
  Score: Raw -198981.910773 + Penalty 2489.690275 = -196492.220498
  nChanged 52
		SP:Iteration 4Q (2272.800000 sec): 3 clusters
  Score: Raw -199006.632628 + Penalty 2489.690275 = -196516.942353
  nChanged 37
		SP:Iteration 5Q (2272.800000 sec): 3 clusters
  Score: Raw -199024.126929 + Penalty 2489.690275 = -196534.436654
  nChanged 26
		SP:Iteration 6Q (2272.810000 sec): 3 clusters
  Score: Raw -199033.945184 + Penalty 2489.690275 = -196544.254909
  nChanged 20
		SP:Iteration 7Q (2272.810000 sec): 3 clusters
  Score: Raw -199042.096235 + Penalty 2489.690275 = -196552.405960
  nChanged 13
		SP:Iteration 8Q (2272.820000 sec): 3 clusters
  Score: Raw -199048.881934 + Penalty 2489.690275 = -196559.191659
  nChanged 14
		SP:Iteration 9Q (2272.820000 sec): 3 clusters
  Score: Raw -199055.924968 + Penalty 2489.690275 = -196566.234693
  nChanged 10
		SP:Iteration 10Q (2272.830000 sec): 3 clusters
  Score: Raw -199059.836219 + Penalty 2489.690275 = -196570.145944
  nChanged 13
		SP:Iteration 11Q (2272.830000 sec): 3 clusters
  Score: Raw -199065.211180 + Penalty 2489.690275 = -196575.520905
  nChanged 12
		SP:Iteration 12Q (2272.840000 sec): 3 clusters
  Score: Raw -199069.543593 + Penalty 2489.690275 = -196579.853318
  nChanged 11
		SP:Iteration 13Q (2272.840000 sec): 3 clusters
  Score: Raw -199073.365354 + Penalty 2489.690275 = -196583.675078
  nChanged 15
		SP:Iteration 14Q (2272.850000 sec): 3 clusters
  Score: Raw -199078.668872 + Penalty 2489.690275 = -196588.978597
  nChanged 12
		SP:Iteration 15Q (2272.860000 sec): 3 clusters
  Score: Raw -199085.323415 + Penalty 2489.690275 = -196595.633140
  nChanged 14
		SP:Iteration 16Q (2272.860000 sec): 3 clusters
  Score: Raw -199090.193377 + Penalty 2489.690275 = -196600.503102
  nChanged 7
		SP:Iteration 17Q (2272.860000 sec): 3 clusters
  Score: Raw -199093.739578 + Penalty 2489.690275 = -196604.049303
  nChanged 7
		SP:Iteration 18Q (2272.870000 sec): 3 clusters
  Score: Raw -199096.708996 + Penalty 2489.690275 = -196607.018721
  nChanged 7
		SP:Iteration 19Q (2272.880000 sec): 3 clusters
  Score: Raw -199101.246705 + Penalty 2489.690275 = -196611.556430
  nChanged 5
		SP:Iteration 20F (2272.880000 sec): 3 clusters
  Score: Raw -199103.003101 + Penalty 2489.690275 = -196613.312826
  nChanged 3
		SP:Iteration 21Q (2272.890000 sec): 3 clusters
  Score: Raw -199104.445889 + Penalty 2489.690275 = -196614.755614
  nChanged 1
		SP:Iteration 22Q (2272.890000 sec): 3 clusters
  Score: Raw -199104.609885 + Penalty 2489.690275 = -196614.919610
  nChanged 0
		SP:Iteration 23F (2272.900000 sec): 3 clusters
  Score: Raw -199104.609885 + Penalty 2489.690275 = -196614.919610
  nChanged 0
Iteration 179Q (2282.380000 sec): 100 clusters
  Score: Raw -92195043.046707 + Penalty 221544.569901 = -91973498.476806
  nChanged 1167
Iteration 180F (2364.920000 sec): 100 clusters
  Score: Raw -92195712.764534 + Penalty 221544.569901 = -91974168.194633
  nChanged 1171
Iteration 181Q (2372.330000 sec): 100 clusters
  Score: Raw -92196046.939440 + Penalty 221544.569901 = -91974502.369539
  nChanged 726
Iteration 182Q (2379.630000 sec): 100 clusters
  Score: Raw -92196204.072735 + Penalty 221544.569901 = -91974659.502834
  nChanged 548
Iteration 183Q (2386.940000 sec): 100 clusters
  Score: Raw -92196329.570807 + Penalty 221544.569901 = -91974785.000907
  nChanged 488
Iteration 184Q (2394.240000 sec): 100 clusters
  Score: Raw -92196423.433331 + Penalty 221544.569901 = -91974878.863430
  nChanged 430
Iteration 185Q (2401.560000 sec): 100 clusters
  Score: Raw -92196509.776378 + Penalty 221544.569901 = -91974965.206477
  nChanged 363
Iteration 186Q (2409.190000 sec): 100 clusters
  Score: Raw -92196573.327735 + Penalty 221544.569901 = -91975028.757834
  nChanged 324
Iteration 187Q (2417.300000 sec): 100 clusters
  Score: Raw -92196627.520484 + Penalty 221544.569901 = -91975082.950584
  nChanged 286
Iteration 188Q (2425.360000 sec): 100 clusters
  Score: Raw -92196680.330978 + Penalty 221544.569901 = -91975135.761078
  nChanged 278
Iteration 189Q (2433.420000 sec): 100 clusters
  Score: Raw -92196749.689644 + Penalty 221544.569901 = -91975205.119743
  nChanged 279
Iteration 190Q (2441.460000 sec): 100 clusters
  Score: Raw -92196818.445213 + Penalty 221544.569901 = -91975273.875312
  nChanged 278
Iteration 191Q (2449.540000 sec): 100 clusters
  Score: Raw -92196869.437577 + Penalty 221544.569901 = -91975324.867676
  nChanged 276
Iteration 192Q (2457.640000 sec): 100 clusters
  Score: Raw -92196912.489291 + Penalty 221544.569901 = -91975367.919391
  nChanged 241
Iteration 193Q (2465.730000 sec): 100 clusters
  Score: Raw -92196943.198154 + Penalty 221544.569901 = -91975398.628254
  nChanged 189
Iteration 194Q (2473.810000 sec): 100 clusters
  Score: Raw -92196969.238410 + Penalty 221544.569901 = -91975424.668509
  nChanged 167
Iteration 195Q (2481.910000 sec): 100 clusters
  Score: Raw -92196993.148319 + Penalty 221544.569901 = -91975448.578418
  nChanged 153
Iteration 196Q (2490.070000 sec): 100 clusters
  Score: Raw -92197012.792651 + Penalty 221544.569901 = -91975468.222750
  nChanged 134
Iteration 197Q (2498.250000 sec): 100 clusters
  Score: Raw -92197029.236255 + Penalty 221544.569901 = -91975484.666354
  nChanged 136
Iteration 198Q (2506.420000 sec): 100 clusters
  Score: Raw -92197044.502277 + Penalty 221544.569901 = -91975499.932376
  nChanged 109
Iteration 199Q (2514.630000 sec): 100 clusters
  Score: Raw -92197055.195953 + Penalty 221544.569901 = -91975510.626052
  nChanged 94
Iteration 200F (2597.870000 sec): 100 clusters
  Score: Raw -92197085.236337 + Penalty 221544.569901 = -91975540.666436
  nChanged 112
Iteration 201Q (2606.080000 sec): 100 clusters
  Score: Raw -92197146.911743 + Penalty 221544.569901 = -91975602.341842
  nChanged 125
Iteration 202Q (2614.310000 sec): 100 clusters
  Score: Raw -92197220.377311 + Penalty 221544.569901 = -91975675.807410
  nChanged 129
Iteration 203Q (2622.440000 sec): 100 clusters
  Score: Raw -92197251.309074 + Penalty 221544.569901 = -91975706.739173
  nChanged 108
Iteration 204Q (2630.480000 sec): 100 clusters
  Score: Raw -92197269.675989 + Penalty 221544.569901 = -91975725.106088
  nChanged 115
Iteration 205Q (2638.550000 sec): 100 clusters
  Score: Raw -92197285.305194 + Penalty 221544.569901 = -91975740.735293
  nChanged 100
Iteration 206Q (2646.680000 sec): 100 clusters
  Score: Raw -92197296.008438 + Penalty 221544.569901 = -91975751.438537
  nChanged 95
Iteration 207Q (2654.840000 sec): 100 clusters
  Score: Raw -92197305.123576 + Penalty 221544.569901 = -91975760.553675
  nChanged 90
Iteration 208Q (2663.050000 sec): 100 clusters
  Score: Raw -92197314.852541 + Penalty 221544.569901 = -91975770.282640
  nChanged 93
Iteration 209Q (2671.240000 sec): 100 clusters
  Score: Raw -92197324.444585 + Penalty 221544.569901 = -91975779.874684
  nChanged 68
Iteration 210Q (2679.390000 sec): 100 clusters
  Score: Raw -92197332.907450 + Penalty 221544.569901 = -91975788.337549
  nChanged 75
Iteration 211Q (2687.550000 sec): 100 clusters
  Score: Raw -92197344.034839 + Penalty 221544.569901 = -91975799.464938
  nChanged 81
Iteration 212Q (2695.720000 sec): 100 clusters
  Score: Raw -92197354.032334 + Penalty 221544.569901 = -91975809.462433
  nChanged 86
Iteration 213Q (2704.020000 sec): 100 clusters
  Score: Raw -92197363.298754 + Penalty 221544.569901 = -91975818.728853
  nChanged 93
Iteration 214Q (2712.340000 sec): 100 clusters
  Score: Raw -92197372.557061 + Penalty 221544.569901 = -91975827.987161
  nChanged 80
Iteration 215Q (2720.590000 sec): 100 clusters
  Score: Raw -92197380.994940 + Penalty 221544.569901 = -91975836.425039
  nChanged 71
Iteration 216Q (2728.780000 sec): 100 clusters
  Score: Raw -92197392.194361 + Penalty 221544.569901 = -91975847.624460
  nChanged 83
Iteration 217Q (2736.970000 sec): 100 clusters
  Score: Raw -92197405.411779 + Penalty 221544.569901 = -91975860.841878
  nChanged 67
Iteration 218Q (2745.170000 sec): 100 clusters
  Score: Raw -92197415.943931 + Penalty 221544.569901 = -91975871.374031
  nChanged 60
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92197415.943931 + Penalty 221544.569901 = -91975871.374031
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2745.310000 sec): 2 clusters
  Score: Raw -164614.399430 + Penalty 1205.454384 = -163408.945046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2745.320000 sec): 3 clusters
  Score: Raw -163933.352862 + Penalty 2410.908767 = -161522.444095
  nChanged 558
		SP:Iteration 1F (2745.320000 sec): 3 clusters
  Score: Raw -164384.815052 + Penalty 2410.908767 = -161973.906284
  nChanged 158
		SP:Iteration 2F (2745.330000 sec): 3 clusters
  Score: Raw -164557.348796 + Penalty 2410.908767 = -162146.440029
  nChanged 98
		SP:Iteration 3F (2745.330000 sec): 3 clusters
  Score: Raw -164661.598887 + Penalty 2410.908767 = -162250.690119
  nChanged 76
		SP:Iteration 4Q (2745.330000 sec): 3 clusters
  Score: Raw -164735.294348 + Penalty 2410.908767 = -162324.385580
  nChanged 64
		SP:Iteration 5Q (2745.340000 sec): 3 clusters
  Score: Raw -164790.910798 + Penalty 2410.908767 = -162380.002031
  nChanged 54
		SP:Iteration 6Q (2745.340000 sec): 3 clusters
  Score: Raw -164839.167957 + Penalty 2410.908767 = -162428.259190
  nChanged 47
		SP:Iteration 7Q (2745.350000 sec): 3 clusters
  Score: Raw -164882.221491 + Penalty 2410.908767 = -162471.312724
  nChanged 26
		SP:Iteration 8Q (2745.350000 sec): 3 clusters
  Score: Raw -164897.012859 + Penalty 2410.908767 = -162486.104091
  nChanged 17
		SP:Iteration 9Q (2745.350000 sec): 3 clusters
  Score: Raw -164908.095766 + Penalty 2410.908767 = -162497.186999
  nChanged 11
		SP:Iteration 10Q (2745.360000 sec): 3 clusters
  Score: Raw -164914.427273 + Penalty 2410.908767 = -162503.518506
  nChanged 10
		SP:Iteration 11Q (2745.370000 sec): 3 clusters
  Score: Raw -164922.890593 + Penalty 2410.908767 = -162511.981825
  nChanged 14
		SP:Iteration 12Q (2745.370000 sec): 3 clusters
  Score: Raw -164930.632650 + Penalty 2410.908767 = -162519.723883
  nChanged 11
		SP:Iteration 13Q (2745.370000 sec): 3 clusters
  Score: Raw -164937.920288 + Penalty 2410.908767 = -162527.011521
  nChanged 13
		SP:Iteration 14Q (2745.380000 sec): 3 clusters
  Score: Raw -164949.373728 + Penalty 2410.908767 = -162538.464961
  nChanged 9
		SP:Iteration 15Q (2745.380000 sec): 3 clusters
  Score: Raw -164955.324416 + Penalty 2410.908767 = -162544.415649
  nChanged 12
		SP:Iteration 16Q (2745.390000 sec): 3 clusters
  Score: Raw -164965.924235 + Penalty 2410.908767 = -162555.015468
  nChanged 17
		SP:Iteration 17Q (2745.390000 sec): 3 clusters
  Score: Raw -164975.576201 + Penalty 2410.908767 = -162564.667434
  nChanged 11
		SP:Iteration 18Q (2745.390000 sec): 3 clusters
  Score: Raw -164982.461886 + Penalty 2410.908767 = -162571.553119
  nChanged 5
		SP:Iteration 19Q (2745.400000 sec): 3 clusters
  Score: Raw -164984.470073 + Penalty 2410.908767 = -162573.561306
  nChanged 6
		SP:Iteration 20F (2745.400000 sec): 3 clusters
  Score: Raw -164986.829167 + Penalty 2410.908767 = -162575.920400
  nChanged 2
		SP:Iteration 21Q (2745.410000 sec): 3 clusters
  Score: Raw -164988.452877 + Penalty 2410.908767 = -162577.544110
  nChanged 6
		SP:Iteration 22Q (2745.410000 sec): 3 clusters
  Score: Raw -164991.436159 + Penalty 2410.908767 = -162580.527391
  nChanged 3
		SP:Iteration 23Q (2745.410000 sec): 3 clusters
  Score: Raw -164993.633952 + Penalty 2410.908767 = -162582.725185
  nChanged 9
		SP:Iteration 24Q (2745.420000 sec): 3 clusters
  Score: Raw -164998.357796 + Penalty 2410.908767 = -162587.449029
  nChanged 4
		SP:Iteration 25Q (2745.420000 sec): 3 clusters
  Score: Raw -165000.606018 + Penalty 2410.908767 = -162589.697250
  nChanged 3
		SP:Iteration 26Q (2745.430000 sec): 3 clusters
  Score: Raw -165001.863688 + Penalty 2410.908767 = -162590.954920
  nChanged 0
		SP:Iteration 27F (2745.430000 sec): 3 clusters
  Score: Raw -165001.863688 + Penalty 2410.908767 = -162590.954920
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 2 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2745.440000 sec): 2 clusters
  Score: Raw -153392.528879 + Penalty 1194.250009 = -152198.278870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2745.440000 sec): 3 clusters
  Score: Raw -152790.396287 + Penalty 2388.500018 = -150401.896269
  nChanged 495
		SP:Iteration 1F (2745.450000 sec): 3 clusters
  Score: Raw -153173.064187 + Penalty 2388.500018 = -150784.564169
  nChanged 122
		SP:Iteration 2F (2745.450000 sec): 3 clusters
  Score: Raw -153289.932005 + Penalty 2388.500018 = -150901.431987
  nChanged 77
		SP:Iteration 3Q (2745.450000 sec): 3 clusters
  Score: Raw -153373.019321 + Penalty 2388.500018 = -150984.519303
  nChanged 54
		SP:Iteration 4Q (2745.460000 sec): 3 clusters
  Score: Raw -153429.138607 + Penalty 2388.500018 = -151040.638589
  nChanged 31
		SP:Iteration 5Q (2745.460000 sec): 3 clusters
  Score: Raw -153460.233125 + Penalty 2388.500018 = -151071.733107
  nChanged 27
		SP:Iteration 6Q (2745.470000 sec): 3 clusters
  Score: Raw -153483.049687 + Penalty 2388.500018 = -151094.549669
  nChanged 23
		SP:Iteration 7Q (2745.470000 sec): 3 clusters
  Score: Raw -153502.662322 + Penalty 2388.500018 = -151114.162304
  nChanged 21
		SP:Iteration 8Q (2745.470000 sec): 3 clusters
  Score: Raw -153519.986698 + Penalty 2388.500018 = -151131.486680
  nChanged 13
		SP:Iteration 9Q (2745.480000 sec): 3 clusters
  Score: Raw -153529.300227 + Penalty 2388.500018 = -151140.800209
  nChanged 16
		SP:Iteration 10Q (2745.480000 sec): 3 clusters
  Score: Raw -153539.526858 + Penalty 2388.500018 = -151151.026840
  nChanged 14
		SP:Iteration 11Q (2745.490000 sec): 3 clusters
  Score: Raw -153548.834412 + Penalty 2388.500018 = -151160.334394
  nChanged 13
		SP:Iteration 12Q (2745.490000 sec): 3 clusters
  Score: Raw -153558.342554 + Penalty 2388.500018 = -151169.842536
  nChanged 9
		SP:Iteration 13Q (2745.490000 sec): 3 clusters
  Score: Raw -153563.244432 + Penalty 2388.500018 = -151174.744414
  nChanged 6
		SP:Iteration 14Q (2745.500000 sec): 3 clusters
  Score: Raw -153566.926740 + Penalty 2388.500018 = -151178.426722
  nChanged 6
		SP:Iteration 15Q (2745.500000 sec): 3 clusters
  Score: Raw -153570.788027 + Penalty 2388.500018 = -151182.288009
  nChanged 9
		SP:Iteration 16Q (2745.510000 sec): 3 clusters
  Score: Raw -153574.891405 + Penalty 2388.500018 = -151186.391387
  nChanged 3
		SP:Iteration 17Q (2745.510000 sec): 3 clusters
  Score: Raw -153578.974349 + Penalty 2388.500018 = -151190.474331
  nChanged 7
		SP:Iteration 18Q (2745.510000 sec): 3 clusters
  Score: Raw -153582.844641 + Penalty 2388.500018 = -151194.344623
  nChanged 7
		SP:Iteration 19Q (2745.510000 sec): 3 clusters
  Score: Raw -153586.175420 + Penalty 2388.500018 = -151197.675402
  nChanged 2
		SP:Iteration 20F (2745.520000 sec): 3 clusters
  Score: Raw -153587.487025 + Penalty 2388.500018 = -151198.987007
  nChanged 2
		SP:Iteration 21Q (2745.520000 sec): 3 clusters
  Score: Raw -153588.723653 + Penalty 2388.500018 = -151200.223635
  nChanged 2
		SP:Iteration 22Q (2745.530000 sec): 3 clusters
  Score: Raw -153592.295342 + Penalty 2388.500018 = -151203.795324
  nChanged 4
		SP:Iteration 23Q (2745.530000 sec): 3 clusters
  Score: Raw -153594.757139 + Penalty 2388.500018 = -151206.257121
  nChanged 7
		SP:Iteration 24Q (2745.530000 sec): 3 clusters
  Score: Raw -153598.694062 + Penalty 2388.500018 = -151210.194044
  nChanged 4
		SP:Iteration 25Q (2745.540000 sec): 3 clusters
  Score: Raw -153601.837941 + Penalty 2388.500018 = -151213.337923
  nChanged 6
		SP:Iteration 26Q (2745.540000 sec): 3 clusters
  Score: Raw -153606.090500 + Penalty 2388.500018 = -151217.590482
  nChanged 3
		SP:Iteration 27Q (2745.550000 sec): 3 clusters
  Score: Raw -153607.436003 + Penalty 2388.500018 = -151218.935985
  nChanged 3
		SP:Iteration 28Q (2745.550000 sec): 3 clusters
  Score: Raw -153608.849496 + Penalty 2388.500018 = -151220.349478
  nChanged 4
		SP:Iteration 29Q (2745.550000 sec): 3 clusters
  Score: Raw -153610.447715 + Penalty 2388.500018 = -151221.947697
  nChanged 2
		SP:Iteration 30Q (2745.560000 sec): 3 clusters
  Score: Raw -153611.083462 + Penalty 2388.500018 = -151222.583444
  nChanged 1
		SP:Iteration 31Q (2745.560000 sec): 3 clusters
  Score: Raw -153611.504118 + Penalty 2388.500018 = -151223.004100
  nChanged 0
		SP:Iteration 32F (2745.570000 sec): 3 clusters
  Score: Raw -153611.504118 + Penalty 2388.500018 = -151223.004100
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 3 (54509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2745.760000 sec): 2 clusters
  Score: Raw -5506000.110392 + Penalty 1772.244680 = -5504227.865713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2745.900000 sec): 3 clusters
  Score: Raw -5471409.710634 + Penalty 3544.489359 = -5467865.221275
  nChanged 25492
		SP:Iteration 1F (2746.050000 sec): 3 clusters
  Score: Raw -5485897.429497 + Penalty 3544.489359 = -5482352.940138
  nChanged 2431
		SP:Iteration 2Q (2746.200000 sec): 3 clusters
  Score: Raw -5486656.719552 + Penalty 3544.489359 = -5483112.230193
  nChanged 2504
		SP:Iteration 3Q (2746.350000 sec): 3 clusters
  Score: Raw -5487592.340624 + Penalty 3544.489359 = -5484047.851265
  nChanged 2989
		SP:Iteration 4F (2746.490000 sec): 3 clusters
  Score: Raw -5489031.215759 + Penalty 3544.489359 = -5485486.726400
  nChanged 3573
		SP:Iteration 5F (2746.640000 sec): 3 clusters
  Score: Raw -5491188.369936 + Penalty 3544.489359 = -5487643.880577
  nChanged 3843
		SP:Iteration 6F (2746.790000 sec): 3 clusters
  Score: Raw -5493811.587242 + Penalty 3544.489359 = -5490267.097883
  nChanged 3773
		SP:Iteration 7F (2746.930000 sec): 3 clusters
  Score: Raw -5496526.545670 + Penalty 3544.489359 = -5492982.056311
  nChanged 3297
		SP:Iteration 8F (2747.080000 sec): 3 clusters
  Score: Raw -5499033.419065 + Penalty 3544.489359 = -5495488.929706
  nChanged 2704
		SP:Iteration 9Q (2747.230000 sec): 3 clusters
  Score: Raw -5501227.766412 + Penalty 3544.489359 = -5497683.277053
  nChanged 2115
		SP:Iteration 10Q (2747.380000 sec): 3 clusters
  Score: Raw -5503090.720278 + Penalty 3544.489359 = -5499546.230919
  nChanged 1483
		SP:Iteration 11Q (2747.530000 sec): 3 clusters
  Score: Raw -5504401.482371 + Penalty 3544.489359 = -5500856.993012
  nChanged 903
		SP:Iteration 12Q (2747.650000 sec): 3 clusters
  Score: Raw -5505162.292790 + Penalty 3544.489359 = -5501617.803431
  nChanged 562
		SP:Iteration 13Q (2747.770000 sec): 3 clusters
  Score: Raw -5505586.711095 + Penalty 3544.489359 = -5502042.221736
  nChanged 367
		SP:Iteration 14Q (2747.890000 sec): 3 clusters
  Score: Raw -5505841.097435 + Penalty 3544.489359 = -5502296.608076
  nChanged 242
		SP:Iteration 15Q (2748.010000 sec): 3 clusters
  Score: Raw -5505980.484375 + Penalty 3544.489359 = -5502435.995016
  nChanged 174
		SP:Iteration 16Q (2748.120000 sec): 3 clusters
  Score: Raw -5506069.316850 + Penalty 3544.489359 = -5502524.827491
  nChanged 119
		SP:Iteration 17Q (2748.230000 sec): 3 clusters
  Score: Raw -5506134.199404 + Penalty 3544.489359 = -5502589.710045
  nChanged 87
		SP:Iteration 18Q (2748.330000 sec): 3 clusters
  Score: Raw -5506174.302392 + Penalty 3544.489359 = -5502629.813033
  nChanged 72
		SP:Iteration 19Q (2748.440000 sec): 3 clusters
  Score: Raw -5506211.839388 + Penalty 3544.489359 = -5502667.350029
  nChanged 56
		SP:Iteration 20F (2748.590000 sec): 3 clusters
  Score: Raw -5506242.422789 + Penalty 3544.489359 = -5502697.933430
  nChanged 55
		SP:Iteration 21Q (2748.690000 sec): 3 clusters
  Score: Raw -5506271.103084 + Penalty 3544.489359 = -5502726.613725
  nChanged 45
		SP:Iteration 22Q (2748.790000 sec): 3 clusters
  Score: Raw -5506289.279487 + Penalty 3544.489359 = -5502744.790128
  nChanged 42
		SP:Iteration 23Q (2748.900000 sec): 3 clusters
  Score: Raw -5506310.458211 + Penalty 3544.489359 = -5502765.968852
  nChanged 32
		SP:Iteration 24Q (2749.000000 sec): 3 clusters
  Score: Raw -5506323.655357 + Penalty 3544.489359 = -5502779.165998
  nChanged 25
		SP:Iteration 25Q (2749.110000 sec): 3 clusters
  Score: Raw -5506332.556668 + Penalty 3544.489359 = -5502788.067309
  nChanged 20
		SP:Iteration 26Q (2749.210000 sec): 3 clusters
  Score: Raw -5506342.038185 + Penalty 3544.489359 = -5502797.548826
  nChanged 22
		SP:Iteration 27Q (2749.320000 sec): 3 clusters
  Score: Raw -5506351.190186 + Penalty 3544.489359 = -5502806.700827
  nChanged 13
		SP:Iteration 28Q (2749.420000 sec): 3 clusters
  Score: Raw -5506357.709440 + Penalty 3544.489359 = -5502813.220081
  nChanged 15
		SP:Iteration 29Q (2749.520000 sec): 3 clusters
  Score: Raw -5506362.962782 + Penalty 3544.489359 = -5502818.473423
  nChanged 11
		SP:Iteration 30Q (2749.620000 sec): 3 clusters
  Score: Raw -5506367.245485 + Penalty 3544.489359 = -5502822.756126
  nChanged 8
		SP:Iteration 31Q (2749.730000 sec): 3 clusters
  Score: Raw -5506370.250855 + Penalty 3544.489359 = -5502825.761496
  nChanged 3
		SP:Iteration 32Q (2749.830000 sec): 3 clusters
  Score: Raw -5506371.960864 + Penalty 3544.489359 = -5502827.471505
  nChanged 5
		SP:Iteration 33Q (2749.930000 sec): 3 clusters
  Score: Raw -5506373.590716 + Penalty 3544.489359 = -5502829.101357
  nChanged 6
		SP:Iteration 34Q (2750.030000 sec): 3 clusters
  Score: Raw -5506375.316959 + Penalty 3544.489359 = -5502830.827600
  nChanged 3
		SP:Iteration 35Q (2750.140000 sec): 3 clusters
  Score: Raw -5506376.044743 + Penalty 3544.489359 = -5502831.555384
  nChanged 4
		SP:Iteration 36Q (2750.240000 sec): 3 clusters
  Score: Raw -5506377.613297 + Penalty 3544.489359 = -5502833.123938
  nChanged 3
		SP:Iteration 37Q (2750.340000 sec): 3 clusters
  Score: Raw -5506379.137096 + Penalty 3544.489359 = -5502834.647737
  nChanged 2
		SP:Iteration 38Q (2750.440000 sec): 3 clusters
  Score: Raw -5506379.905103 + Penalty 3544.489359 = -5502835.415744
  nChanged 0
		SP:Iteration 39F (2750.590000 sec): 3 clusters
  Score: Raw -5506379.905103 + Penalty 3544.489359 = -5502835.415744
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 4 (951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2750.630000 sec): 2 clusters
  Score: Raw -90097.235873 + Penalty 1114.346035 = -88982.889838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2750.630000 sec): 3 clusters
  Score: Raw -89901.216049 + Penalty 2228.692070 = -87672.523978
  nChanged 276
		SP:Iteration 1F (2750.630000 sec): 3 clusters
  Score: Raw -90204.681244 + Penalty 2228.692070 = -87975.989174
  nChanged 73
		SP:Iteration 2F (2750.640000 sec): 3 clusters
  Score: Raw -90306.116733 + Penalty 2228.692070 = -88077.424663
  nChanged 36
		SP:Iteration 3Q (2750.640000 sec): 3 clusters
  Score: Raw -90362.678397 + Penalty 2228.692070 = -88133.986327
  nChanged 22
		SP:Iteration 4Q (2750.640000 sec): 3 clusters
  Score: Raw -90391.453772 + Penalty 2228.692070 = -88162.761702
  nChanged 19
		SP:Iteration 5Q (2750.640000 sec): 3 clusters
  Score: Raw -90410.118525 + Penalty 2228.692070 = -88181.426455
  nChanged 12
		SP:Iteration 6Q (2750.650000 sec): 3 clusters
  Score: Raw -90419.465564 + Penalty 2228.692070 = -88190.773493
  nChanged 6
		SP:Iteration 7Q (2750.650000 sec): 3 clusters
  Score: Raw -90424.566275 + Penalty 2228.692070 = -88195.874205
  nChanged 10
		SP:Iteration 8Q (2750.650000 sec): 3 clusters
  Score: Raw -90435.907071 + Penalty 2228.692070 = -88207.215001
  nChanged 11
		SP:Iteration 9Q (2750.650000 sec): 3 clusters
  Score: Raw -90446.586135 + Penalty 2228.692070 = -88217.894065
  nChanged 3
		SP:Iteration 10Q (2750.650000 sec): 3 clusters
  Score: Raw -90448.198666 + Penalty 2228.692070 = -88219.506596
  nChanged 2
		SP:Iteration 11Q (2750.660000 sec): 3 clusters
  Score: Raw -90449.356954 + Penalty 2228.692070 = -88220.664883
  nChanged 1
		SP:Iteration 12Q (2750.660000 sec): 3 clusters
  Score: Raw -90449.610019 + Penalty 2228.692070 = -88220.917948
  nChanged 1
		SP:Iteration 13Q (2750.660000 sec): 3 clusters
  Score: Raw -90449.990699 + Penalty 2228.692070 = -88221.298628
  nChanged 0
		SP:Iteration 14F (2750.670000 sec): 3 clusters
  Score: Raw -90449.990699 + Penalty 2228.692070 = -88221.298628
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 5 (5527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2750.690000 sec): 2 clusters
  Score: Raw -519291.815690 + Penalty 1400.327573 = -517891.488117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2750.700000 sec): 3 clusters
  Score: Raw -516379.192147 + Penalty 2800.655147 = -513578.537000
  nChanged 2255
		SP:Iteration 1F (2750.710000 sec): 3 clusters
  Score: Raw -517673.307010 + Penalty 2800.655147 = -514872.651863
  nChanged 454
		SP:Iteration 2F (2750.730000 sec): 3 clusters
  Score: Raw -517953.659047 + Penalty 2800.655147 = -515153.003900
  nChanged 347
		SP:Iteration 3F (2750.740000 sec): 3 clusters
  Score: Raw -518172.348944 + Penalty 2800.655147 = -515371.693797
  nChanged 297
		SP:Iteration 4F (2750.760000 sec): 3 clusters
  Score: Raw -518377.408259 + Penalty 2800.655147 = -515576.753112
  nChanged 268
		SP:Iteration 5Q (2750.770000 sec): 3 clusters
  Score: Raw -518556.233392 + Penalty 2800.655147 = -515755.578245
  nChanged 233
		SP:Iteration 6Q (2750.790000 sec): 3 clusters
  Score: Raw -518704.408708 + Penalty 2800.655147 = -515903.753561
  nChanged 230
		SP:Iteration 7Q (2750.800000 sec): 3 clusters
  Score: Raw -518857.259904 + Penalty 2800.655147 = -516056.604757
  nChanged 207
		SP:Iteration 8Q (2750.810000 sec): 3 clusters
  Score: Raw -518988.681712 + Penalty 2800.655147 = -516188.026565
  nChanged 183
		SP:Iteration 9Q (2750.830000 sec): 3 clusters
  Score: Raw -519084.393687 + Penalty 2800.655147 = -516283.738540
  nChanged 142
		SP:Iteration 10Q (2750.840000 sec): 3 clusters
  Score: Raw -519161.619720 + Penalty 2800.655147 = -516360.964574
  nChanged 130
		SP:Iteration 11Q (2750.850000 sec): 3 clusters
  Score: Raw -519229.054782 + Penalty 2800.655147 = -516428.399635
  nChanged 115
		SP:Iteration 12Q (2750.870000 sec): 3 clusters
  Score: Raw -519283.616177 + Penalty 2800.655147 = -516482.961030
  nChanged 93
		SP:Iteration 13Q (2750.880000 sec): 3 clusters
  Score: Raw -519325.496946 + Penalty 2800.655147 = -516524.841799
  nChanged 79
		SP:Iteration 14Q (2750.900000 sec): 3 clusters
  Score: Raw -519361.969492 + Penalty 2800.655147 = -516561.314345
  nChanged 72
		SP:Iteration 15Q (2750.910000 sec): 3 clusters
  Score: Raw -519392.228027 + Penalty 2800.655147 = -516591.572881
  nChanged 73
		SP:Iteration 16Q (2750.920000 sec): 3 clusters
  Score: Raw -519419.075122 + Penalty 2800.655147 = -516618.419976
  nChanged 54
		SP:Iteration 17Q (2750.940000 sec): 3 clusters
  Score: Raw -519440.714200 + Penalty 2800.655147 = -516640.059054
  nChanged 55
		SP:Iteration 18Q (2750.950000 sec): 3 clusters
  Score: Raw -519464.753194 + Penalty 2800.655147 = -516664.098047
  nChanged 55
		SP:Iteration 19Q (2750.960000 sec): 3 clusters
  Score: Raw -519483.200048 + Penalty 2800.655147 = -516682.544902
  nChanged 50
		SP:Iteration 20F (2750.980000 sec): 3 clusters
  Score: Raw -519506.851077 + Penalty 2800.655147 = -516706.195930
  nChanged 57
		SP:Iteration 21Q (2750.990000 sec): 3 clusters
  Score: Raw -519530.375365 + Penalty 2800.655147 = -516729.720219
  nChanged 42
		SP:Iteration 22Q (2751.000000 sec): 3 clusters
  Score: Raw -519544.874127 + Penalty 2800.655147 = -516744.218980
  nChanged 40
		SP:Iteration 23Q (2751.020000 sec): 3 clusters
  Score: Raw -519559.380347 + Penalty 2800.655147 = -516758.725201
  nChanged 31
		SP:Iteration 24Q (2751.030000 sec): 3 clusters
  Score: Raw -519570.276429 + Penalty 2800.655147 = -516769.621282
  nChanged 30
		SP:Iteration 25Q (2751.040000 sec): 3 clusters
  Score: Raw -519579.862281 + Penalty 2800.655147 = -516779.207134
  nChanged 31
		SP:Iteration 26Q (2751.050000 sec): 3 clusters
  Score: Raw -519588.406523 + Penalty 2800.655147 = -516787.751376
  nChanged 23
		SP:Iteration 27Q (2751.070000 sec): 3 clusters
  Score: Raw -519595.780451 + Penalty 2800.655147 = -516795.125305
  nChanged 31
		SP:Iteration 28Q (2751.080000 sec): 3 clusters
  Score: Raw -519606.485478 + Penalty 2800.655147 = -516805.830332
  nChanged 22
		SP:Iteration 29Q (2751.090000 sec): 3 clusters
  Score: Raw -519612.511381 + Penalty 2800.655147 = -516811.856234
  nChanged 18
		SP:Iteration 30Q (2751.110000 sec): 3 clusters
  Score: Raw -519617.842582 + Penalty 2800.655147 = -516817.187435
  nChanged 16
		SP:Iteration 31Q (2751.120000 sec): 3 clusters
  Score: Raw -519622.794990 + Penalty 2800.655147 = -516822.139843
  nChanged 15
		SP:Iteration 32Q (2751.130000 sec): 3 clusters
  Score: Raw -519626.586850 + Penalty 2800.655147 = -516825.931703
  nChanged 19
		SP:Iteration 33Q (2751.150000 sec): 3 clusters
  Score: Raw -519634.547975 + Penalty 2800.655147 = -516833.892828
  nChanged 19
		SP:Iteration 34Q (2751.160000 sec): 3 clusters
  Score: Raw -519641.954729 + Penalty 2800.655147 = -516841.299582
  nChanged 25
		SP:Iteration 35Q (2751.170000 sec): 3 clusters
  Score: Raw -519653.998746 + Penalty 2800.655147 = -516853.343600
  nChanged 31
		SP:Iteration 36Q (2751.190000 sec): 3 clusters
  Score: Raw -519671.968246 + Penalty 2800.655147 = -516871.313100
  nChanged 37
		SP:Iteration 37Q (2751.200000 sec): 3 clusters
  Score: Raw -519698.136738 + Penalty 2800.655147 = -516897.481591
  nChanged 42
		SP:Iteration 38Q (2751.210000 sec): 3 clusters
  Score: Raw -519737.175703 + Penalty 2800.655147 = -516936.520556
  nChanged 42
		SP:Iteration 39Q (2751.230000 sec): 3 clusters
  Score: Raw -519768.034542 + Penalty 2800.655147 = -516967.379395
  nChanged 42
		SP:Iteration 40F (2751.240000 sec): 3 clusters
  Score: Raw -519788.220731 + Penalty 2800.655147 = -516987.565584
  nChanged 25
		SP:Iteration 41Q (2751.250000 sec): 3 clusters
  Score: Raw -519796.827320 + Penalty 2800.655147 = -516996.172174
  nChanged 24
		SP:Iteration 42Q (2751.270000 sec): 3 clusters
  Score: Raw -519807.572047 + Penalty 2800.655147 = -517006.916900
  nChanged 26
		SP:Iteration 43Q (2751.280000 sec): 3 clusters
  Score: Raw -519817.074750 + Penalty 2800.655147 = -517016.419603
  nChanged 15
		SP:Iteration 44Q (2751.290000 sec): 3 clusters
  Score: Raw -519822.332815 + Penalty 2800.655147 = -517021.677668
  nChanged 10
		SP:Iteration 45Q (2751.300000 sec): 3 clusters
  Score: Raw -519825.700287 + Penalty 2800.655147 = -517025.045140
  nChanged 10
		SP:Iteration 46Q (2751.320000 sec): 3 clusters
  Score: Raw -519829.523409 + Penalty 2800.655147 = -517028.868262
  nChanged 9
		SP:Iteration 47Q (2751.330000 sec): 3 clusters
  Score: Raw -519831.576769 + Penalty 2800.655147 = -517030.921622
  nChanged 3
		SP:Iteration 48Q (2751.340000 sec): 3 clusters
  Score: Raw -519832.672650 + Penalty 2800.655147 = -517032.017503
  nChanged 1
		SP:Iteration 49Q (2751.360000 sec): 3 clusters
  Score: Raw -519833.054083 + Penalty 2800.655147 = -517032.398937
  nChanged 0
		SP:Iteration 50F (2751.370000 sec): 3 clusters
  Score: Raw -519833.054083 + Penalty 2800.655147 = -517032.398937
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2751.390000 sec): 2 clusters
  Score: Raw -223865.887152 + Penalty 1271.017008 = -222594.870144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2751.390000 sec): 3 clusters
  Score: Raw -222835.890905 + Penalty 2542.034016 = -220293.856889
  nChanged 932
		SP:Iteration 1F (2751.400000 sec): 3 clusters
  Score: Raw -223795.550730 + Penalty 2542.034016 = -221253.516714
  nChanged 299
		SP:Iteration 2F (2751.400000 sec): 3 clusters
  Score: Raw -224169.257959 + Penalty 2542.034016 = -221627.223943
  nChanged 171
		SP:Iteration 3F (2751.410000 sec): 3 clusters
  Score: Raw -224335.275188 + Penalty 2542.034016 = -221793.241172
  nChanged 112
		SP:Iteration 4Q (2751.420000 sec): 3 clusters
  Score: Raw -224424.819980 + Penalty 2542.034016 = -221882.785964
  nChanged 73
		SP:Iteration 5Q (2751.420000 sec): 3 clusters
  Score: Raw -224472.127570 + Penalty 2542.034016 = -221930.093554
  nChanged 36
		SP:Iteration 6Q (2751.430000 sec): 3 clusters
  Score: Raw -224494.358087 + Penalty 2542.034016 = -221952.324071
  nChanged 22
		SP:Iteration 7Q (2751.430000 sec): 3 clusters
  Score: Raw -224513.533196 + Penalty 2542.034016 = -221971.499180
  nChanged 29
		SP:Iteration 8Q (2751.440000 sec): 3 clusters
  Score: Raw -224539.144356 + Penalty 2542.034016 = -221997.110340
  nChanged 23
		SP:Iteration 9Q (2751.450000 sec): 3 clusters
  Score: Raw -224555.889984 + Penalty 2542.034016 = -222013.855968
  nChanged 15
		SP:Iteration 10Q (2751.450000 sec): 3 clusters
  Score: Raw -224571.429420 + Penalty 2542.034016 = -222029.395404
  nChanged 22
		SP:Iteration 11Q (2751.460000 sec): 3 clusters
  Score: Raw -224589.182609 + Penalty 2542.034016 = -222047.148593
  nChanged 19
		SP:Iteration 12Q (2751.460000 sec): 3 clusters
  Score: Raw -224601.692882 + Penalty 2542.034016 = -222059.658866
  nChanged 12
		SP:Iteration 13Q (2751.470000 sec): 3 clusters
  Score: Raw -224609.423469 + Penalty 2542.034016 = -222067.389453
  nChanged 14
		SP:Iteration 14Q (2751.470000 sec): 3 clusters
  Score: Raw -224617.957930 + Penalty 2542.034016 = -222075.923914
  nChanged 16
		SP:Iteration 15Q (2751.480000 sec): 3 clusters
  Score: Raw -224631.758721 + Penalty 2542.034016 = -222089.724705
  nChanged 15
		SP:Iteration 16Q (2751.490000 sec): 3 clusters
  Score: Raw -224640.145667 + Penalty 2542.034016 = -222098.111651
  nChanged 15
		SP:Iteration 17Q (2751.490000 sec): 3 clusters
  Score: Raw -224647.763185 + Penalty 2542.034016 = -222105.729169
  nChanged 11
		SP:Iteration 18Q (2751.500000 sec): 3 clusters
  Score: Raw -224652.337848 + Penalty 2542.034016 = -222110.303832
  nChanged 3
		SP:Iteration 19Q (2751.510000 sec): 3 clusters
  Score: Raw -224653.360040 + Penalty 2542.034016 = -222111.326024
  nChanged 2
		SP:Iteration 20F (2751.510000 sec): 3 clusters
  Score: Raw -224653.985824 + Penalty 2542.034016 = -222111.951808
  nChanged 2
		SP:Iteration 21Q (2751.520000 sec): 3 clusters
  Score: Raw -224654.910477 + Penalty 2542.034016 = -222112.876461
  nChanged 0
		SP:Iteration 22F (2751.520000 sec): 3 clusters
  Score: Raw -224654.910477 + Penalty 2542.034016 = -222112.876461
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 7 (1946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2751.530000 sec): 2 clusters
  Score: Raw -181373.421442 + Penalty 1230.698830 = -180142.722612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2751.530000 sec): 3 clusters
  Score: Raw -180582.388783 + Penalty 2461.397660 = -178120.991123
  nChanged 674
		SP:Iteration 1F (2751.540000 sec): 3 clusters
  Score: Raw -181109.771765 + Penalty 2461.397660 = -178648.374104
  nChanged 200
		SP:Iteration 2F (2751.550000 sec): 3 clusters
  Score: Raw -181333.225464 + Penalty 2461.397660 = -178871.827804
  nChanged 136
		SP:Iteration 3F (2751.550000 sec): 3 clusters
  Score: Raw -181535.133973 + Penalty 2461.397660 = -179073.736312
  nChanged 121
		SP:Iteration 4F (2751.550000 sec): 3 clusters
  Score: Raw -181728.645725 + Penalty 2461.397660 = -179267.248065
  nChanged 106
		SP:Iteration 5F (2751.560000 sec): 3 clusters
  Score: Raw -181902.768307 + Penalty 2461.397660 = -179441.370646
  nChanged 86
		SP:Iteration 6Q (2751.570000 sec): 3 clusters
  Score: Raw -182007.014797 + Penalty 2461.397660 = -179545.617137
  nChanged 60
		SP:Iteration 7Q (2751.570000 sec): 3 clusters
  Score: Raw -182073.923343 + Penalty 2461.397660 = -179612.525683
  nChanged 52
		SP:Iteration 8Q (2751.570000 sec): 3 clusters
  Score: Raw -182141.554068 + Penalty 2461.397660 = -179680.156407
  nChanged 32
		SP:Iteration 9Q (2751.580000 sec): 3 clusters
  Score: Raw -182164.985520 + Penalty 2461.397660 = -179703.587860
  nChanged 18
		SP:Iteration 10Q (2751.580000 sec): 3 clusters
  Score: Raw -182180.290687 + Penalty 2461.397660 = -179718.893027
  nChanged 22
		SP:Iteration 11Q (2751.590000 sec): 3 clusters
  Score: Raw -182209.326929 + Penalty 2461.397660 = -179747.929268
  nChanged 21
		SP:Iteration 12Q (2751.590000 sec): 3 clusters
  Score: Raw -182231.383177 + Penalty 2461.397660 = -179769.985517
  nChanged 11
		SP:Iteration 13Q (2751.590000 sec): 3 clusters
  Score: Raw -182238.410718 + Penalty 2461.397660 = -179777.013057
  nChanged 6
		SP:Iteration 14Q (2751.600000 sec): 3 clusters
  Score: Raw -182244.799869 + Penalty 2461.397660 = -179783.402209
  nChanged 7
		SP:Iteration 15Q (2751.600000 sec): 3 clusters
  Score: Raw -182253.934468 + Penalty 2461.397660 = -179792.536808
  nChanged 5
		SP:Iteration 16Q (2751.610000 sec): 3 clusters
  Score: Raw -182258.867688 + Penalty 2461.397660 = -179797.470027
  nChanged 5
		SP:Iteration 17Q (2751.610000 sec): 3 clusters
  Score: Raw -182265.567494 + Penalty 2461.397660 = -179804.169834
  nChanged 4
		SP:Iteration 18Q (2751.610000 sec): 3 clusters
  Score: Raw -182269.205076 + Penalty 2461.397660 = -179807.807415
  nChanged 3
		SP:Iteration 19Q (2751.620000 sec): 3 clusters
  Score: Raw -182271.762945 + Penalty 2461.397660 = -179810.365285
  nChanged 3
		SP:Iteration 20F (2751.620000 sec): 3 clusters
  Score: Raw -182274.075396 + Penalty 2461.397660 = -179812.677736
  nChanged 4
		SP:Iteration 21Q (2751.630000 sec): 3 clusters
  Score: Raw -182276.950087 + Penalty 2461.397660 = -179815.552427
  nChanged 2
		SP:Iteration 22Q (2751.630000 sec): 3 clusters
  Score: Raw -182278.927363 + Penalty 2461.397660 = -179817.529703
  nChanged 3
		SP:Iteration 23Q (2751.630000 sec): 3 clusters
  Score: Raw -182282.385179 + Penalty 2461.397660 = -179820.987518
  nChanged 4
		SP:Iteration 24Q (2751.640000 sec): 3 clusters
  Score: Raw -182284.541541 + Penalty 2461.397660 = -179823.143881
  nChanged 2
		SP:Iteration 25Q (2751.640000 sec): 3 clusters
  Score: Raw -182285.157063 + Penalty 2461.397660 = -179823.759402
  nChanged 1
		SP:Iteration 26Q (2751.650000 sec): 3 clusters
  Score: Raw -182286.168478 + Penalty 2461.397660 = -179824.770818
  nChanged 0
		SP:Iteration 27F (2751.650000 sec): 3 clusters
  Score: Raw -182286.168478 + Penalty 2461.397660 = -179824.770818
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 8 (3119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2751.660000 sec): 2 clusters
  Score: Raw -301882.894187 + Penalty 1307.356004 = -300575.538183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2751.670000 sec): 3 clusters
  Score: Raw -300360.098718 + Penalty 2614.712008 = -297745.386710
  nChanged 1187
		SP:Iteration 1F (2751.680000 sec): 3 clusters
  Score: Raw -301065.879685 + Penalty 2614.712008 = -298451.167677
  nChanged 251
		SP:Iteration 2F (2751.690000 sec): 3 clusters
  Score: Raw -301286.974927 + Penalty 2614.712008 = -298672.262919
  nChanged 228
		SP:Iteration 3F (2751.690000 sec): 3 clusters
  Score: Raw -301498.219826 + Penalty 2614.712008 = -298883.507818
  nChanged 185
		SP:Iteration 4F (2751.700000 sec): 3 clusters
  Score: Raw -301693.927834 + Penalty 2614.712008 = -299079.215827
  nChanged 164
		SP:Iteration 5F (2751.710000 sec): 3 clusters
  Score: Raw -301849.761614 + Penalty 2614.712008 = -299235.049606
  nChanged 147
		SP:Iteration 6Q (2751.720000 sec): 3 clusters
  Score: Raw -301956.782977 + Penalty 2614.712008 = -299342.070969
  nChanged 126
		SP:Iteration 7Q (2751.730000 sec): 3 clusters
  Score: Raw -302044.985537 + Penalty 2614.712008 = -299430.273529
  nChanged 90
		SP:Iteration 8Q (2751.730000 sec): 3 clusters
  Score: Raw -302107.246048 + Penalty 2614.712008 = -299492.534040
  nChanged 79
		SP:Iteration 9Q (2751.740000 sec): 3 clusters
  Score: Raw -302157.525667 + Penalty 2614.712008 = -299542.813659
  nChanged 69
		SP:Iteration 10Q (2751.750000 sec): 3 clusters
  Score: Raw -302208.918083 + Penalty 2614.712008 = -299594.206075
  nChanged 79
		SP:Iteration 11Q (2751.750000 sec): 3 clusters
  Score: Raw -302269.332551 + Penalty 2614.712008 = -299654.620544
  nChanged 75
		SP:Iteration 12Q (2751.760000 sec): 3 clusters
  Score: Raw -302339.190359 + Penalty 2614.712008 = -299724.478351
  nChanged 75
		SP:Iteration 13Q (2751.770000 sec): 3 clusters
  Score: Raw -302406.428222 + Penalty 2614.712008 = -299791.716214
  nChanged 58
		SP:Iteration 14Q (2751.780000 sec): 3 clusters
  Score: Raw -302452.998839 + Penalty 2614.712008 = -299838.286831
  nChanged 56
		SP:Iteration 15Q (2751.790000 sec): 3 clusters
  Score: Raw -302503.096178 + Penalty 2614.712008 = -299888.384170
  nChanged 47
		SP:Iteration 16Q (2751.790000 sec): 3 clusters
  Score: Raw -302540.958568 + Penalty 2614.712008 = -299926.246560
  nChanged 43
		SP:Iteration 17Q (2751.800000 sec): 3 clusters
  Score: Raw -302565.958380 + Penalty 2614.712008 = -299951.246372
  nChanged 24
		SP:Iteration 18Q (2751.810000 sec): 3 clusters
  Score: Raw -302581.437593 + Penalty 2614.712008 = -299966.725585
  nChanged 22
		SP:Iteration 19Q (2751.810000 sec): 3 clusters
  Score: Raw -302592.624432 + Penalty 2614.712008 = -299977.912424
  nChanged 21
		SP:Iteration 20F (2751.820000 sec): 3 clusters
  Score: Raw -302603.866958 + Penalty 2614.712008 = -299989.154950
  nChanged 14
		SP:Iteration 21Q (2751.830000 sec): 3 clusters
  Score: Raw -302611.337476 + Penalty 2614.712008 = -299996.625468
  nChanged 15
		SP:Iteration 22Q (2751.830000 sec): 3 clusters
  Score: Raw -302619.434482 + Penalty 2614.712008 = -300004.722474
  nChanged 8
		SP:Iteration 23Q (2751.840000 sec): 3 clusters
  Score: Raw -302623.315650 + Penalty 2614.712008 = -300008.603642
  nChanged 2
		SP:Iteration 24Q (2751.850000 sec): 3 clusters
  Score: Raw -302623.831455 + Penalty 2614.712008 = -300009.119447
  nChanged 3
		SP:Iteration 25Q (2751.850000 sec): 3 clusters
  Score: Raw -302625.026539 + Penalty 2614.712008 = -300010.314531
  nChanged 1
		SP:Iteration 26Q (2751.860000 sec): 3 clusters
  Score: Raw -302625.518256 + Penalty 2614.712008 = -300010.806248
  nChanged 1
		SP:Iteration 27Q (2751.870000 sec): 3 clusters
  Score: Raw -302625.854479 + Penalty 2614.712008 = -300011.142471
  nChanged 1
		SP:Iteration 28Q (2751.870000 sec): 3 clusters
  Score: Raw -302626.333561 + Penalty 2614.712008 = -300011.621553
  nChanged 0
		SP:Iteration 29F (2751.880000 sec): 3 clusters
  Score: Raw -302626.333561 + Penalty 2614.712008 = -300011.621553
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 9 (20113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2751.950000 sec): 2 clusters
  Score: Raw -2042664.487834 + Penalty 1610.232268 = -2041054.255565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2752.000000 sec): 3 clusters
  Score: Raw -2030632.290327 + Penalty 3220.464537 = -2027411.825791
  nChanged 9202
		SP:Iteration 1F (2752.050000 sec): 3 clusters
  Score: Raw -2035604.242296 + Penalty 3220.464537 = -2032383.777759
  nChanged 916
		SP:Iteration 2Q (2752.110000 sec): 3 clusters
  Score: Raw -2035929.562876 + Penalty 3220.464537 = -2032709.098339
  nChanged 851
		SP:Iteration 3Q (2752.160000 sec): 3 clusters
  Score: Raw -2036292.816266 + Penalty 3220.464537 = -2033072.351730
  nChanged 928
		SP:Iteration 4Q (2752.210000 sec): 3 clusters
  Score: Raw -2036825.402338 + Penalty 3220.464537 = -2033604.937801
  nChanged 1057
		SP:Iteration 5F (2752.270000 sec): 3 clusters
  Score: Raw -2037520.635576 + Penalty 3220.464537 = -2034300.171039
  nChanged 1152
		SP:Iteration 6F (2752.320000 sec): 3 clusters
  Score: Raw -2038374.957652 + Penalty 3220.464537 = -2035154.493115
  nChanged 1203
		SP:Iteration 7F (2752.370000 sec): 3 clusters
  Score: Raw -2039182.444439 + Penalty 3220.464537 = -2035961.979903
  nChanged 1113
		SP:Iteration 8F (2752.430000 sec): 3 clusters
  Score: Raw -2039901.325425 + Penalty 3220.464537 = -2036680.860888
  nChanged 1005
		SP:Iteration 9Q (2752.480000 sec): 3 clusters
  Score: Raw -2040537.961466 + Penalty 3220.464537 = -2037317.496930
  nChanged 888
		SP:Iteration 10Q (2752.530000 sec): 3 clusters
  Score: Raw -2041031.224361 + Penalty 3220.464537 = -2037810.759824
  nChanged 729
		SP:Iteration 11Q (2752.590000 sec): 3 clusters
  Score: Raw -2041343.417808 + Penalty 3220.464537 = -2038122.953271
  nChanged 511
		SP:Iteration 12Q (2752.640000 sec): 3 clusters
  Score: Raw -2041496.084555 + Penalty 3220.464537 = -2038275.620019
  nChanged 369
		SP:Iteration 13Q (2752.690000 sec): 3 clusters
  Score: Raw -2041583.144854 + Penalty 3220.464537 = -2038362.680317
  nChanged 282
		SP:Iteration 14Q (2752.740000 sec): 3 clusters
  Score: Raw -2041637.049009 + Penalty 3220.464537 = -2038416.584472
  nChanged 220
		SP:Iteration 15Q (2752.790000 sec): 3 clusters
  Score: Raw -2041673.540388 + Penalty 3220.464537 = -2038453.075852
  nChanged 175
		SP:Iteration 16Q (2752.850000 sec): 3 clusters
  Score: Raw -2041702.387690 + Penalty 3220.464537 = -2038481.923154
  nChanged 147
		SP:Iteration 17Q (2752.900000 sec): 3 clusters
  Score: Raw -2041723.839920 + Penalty 3220.464537 = -2038503.375384
  nChanged 139
		SP:Iteration 18Q (2752.950000 sec): 3 clusters
  Score: Raw -2041742.660381 + Penalty 3220.464537 = -2038522.195844
  nChanged 130
		SP:Iteration 19Q (2753.000000 sec): 3 clusters
  Score: Raw -2041759.539985 + Penalty 3220.464537 = -2038539.075448
  nChanged 94
		SP:Iteration 20F (2753.050000 sec): 3 clusters
  Score: Raw -2041771.315293 + Penalty 3220.464537 = -2038550.850757
  nChanged 92
		SP:Iteration 21Q (2753.110000 sec): 3 clusters
  Score: Raw -2041782.243530 + Penalty 3220.464537 = -2038561.778993
  nChanged 90
		SP:Iteration 22Q (2753.150000 sec): 3 clusters
  Score: Raw -2041793.061411 + Penalty 3220.464537 = -2038572.596874
  nChanged 96
		SP:Iteration 23Q (2753.210000 sec): 3 clusters
  Score: Raw -2041805.451803 + Penalty 3220.464537 = -2038584.987267
  nChanged 88
		SP:Iteration 24Q (2753.260000 sec): 3 clusters
  Score: Raw -2041817.378689 + Penalty 3220.464537 = -2038596.914152
  nChanged 91
		SP:Iteration 25Q (2753.310000 sec): 3 clusters
  Score: Raw -2041827.373772 + Penalty 3220.464537 = -2038606.909235
  nChanged 94
		SP:Iteration 26Q (2753.360000 sec): 3 clusters
  Score: Raw -2041840.762145 + Penalty 3220.464537 = -2038620.297608
  nChanged 106
		SP:Iteration 27Q (2753.410000 sec): 3 clusters
  Score: Raw -2041856.572762 + Penalty 3220.464537 = -2038636.108225
  nChanged 114
		SP:Iteration 28Q (2753.460000 sec): 3 clusters
  Score: Raw -2041872.196366 + Penalty 3220.464537 = -2038651.731830
  nChanged 110
		SP:Iteration 29Q (2753.510000 sec): 3 clusters
  Score: Raw -2041889.803932 + Penalty 3220.464537 = -2038669.339396
  nChanged 125
		SP:Iteration 30Q (2753.560000 sec): 3 clusters
  Score: Raw -2041909.426356 + Penalty 3220.464537 = -2038688.961819
  nChanged 130
		SP:Iteration 31Q (2753.610000 sec): 3 clusters
  Score: Raw -2041933.203959 + Penalty 3220.464537 = -2038712.739422
  nChanged 150
		SP:Iteration 32Q (2753.660000 sec): 3 clusters
  Score: Raw -2041959.629871 + Penalty 3220.464537 = -2038739.165335
  nChanged 142
		SP:Iteration 33Q (2753.710000 sec): 3 clusters
  Score: Raw -2041984.486909 + Penalty 3220.464537 = -2038764.022372
  nChanged 161
		SP:Iteration 34Q (2753.760000 sec): 3 clusters
  Score: Raw -2042015.869694 + Penalty 3220.464537 = -2038795.405158
  nChanged 154
		SP:Iteration 35Q (2753.810000 sec): 3 clusters
  Score: Raw -2042045.897136 + Penalty 3220.464537 = -2038825.432600
  nChanged 158
		SP:Iteration 36Q (2753.860000 sec): 3 clusters
  Score: Raw -2042076.510960 + Penalty 3220.464537 = -2038856.046423
  nChanged 143
		SP:Iteration 37Q (2753.910000 sec): 3 clusters
  Score: Raw -2042102.848035 + Penalty 3220.464537 = -2038882.383498
  nChanged 145
		SP:Iteration 38Q (2753.960000 sec): 3 clusters
  Score: Raw -2042131.104466 + Penalty 3220.464537 = -2038910.639929
  nChanged 147
		SP:Iteration 39Q (2754.010000 sec): 3 clusters
  Score: Raw -2042159.563943 + Penalty 3220.464537 = -2038939.099406
  nChanged 160
		SP:Iteration 40F (2754.060000 sec): 3 clusters
  Score: Raw -2042192.959149 + Penalty 3220.464537 = -2038972.494612
  nChanged 179
		SP:Iteration 41Q (2754.110000 sec): 3 clusters
  Score: Raw -2042236.759288 + Penalty 3220.464537 = -2039016.294751
  nChanged 177
		SP:Iteration 42Q (2754.160000 sec): 3 clusters
  Score: Raw -2042284.891803 + Penalty 3220.464537 = -2039064.427266
  nChanged 180
		SP:Iteration 43Q (2754.210000 sec): 3 clusters
  Score: Raw -2042336.195787 + Penalty 3220.464537 = -2039115.731250
  nChanged 196
		SP:Iteration 44Q (2754.250000 sec): 3 clusters
  Score: Raw -2042392.323031 + Penalty 3220.464537 = -2039171.858494
  nChanged 201
		SP:Iteration 45Q (2754.300000 sec): 3 clusters
  Score: Raw -2042447.275360 + Penalty 3220.464537 = -2039226.810824
  nChanged 181
		SP:Iteration 46Q (2754.350000 sec): 3 clusters
  Score: Raw -2042496.134512 + Penalty 3220.464537 = -2039275.669975
  nChanged 173
		SP:Iteration 47Q (2754.400000 sec): 3 clusters
  Score: Raw -2042537.368916 + Penalty 3220.464537 = -2039316.904379
  nChanged 155
		SP:Iteration 48Q (2754.450000 sec): 3 clusters
  Score: Raw -2042577.572537 + Penalty 3220.464537 = -2039357.108000
  nChanged 153
		SP:Iteration 49Q (2754.490000 sec): 3 clusters
  Score: Raw -2042616.557391 + Penalty 3220.464537 = -2039396.092854
  nChanged 133
		SP:Iteration 50Q (2754.540000 sec): 3 clusters
  Score: Raw -2042649.899814 + Penalty 3220.464537 = -2039429.435278
  nChanged 139
		SP:Iteration 51Q (2754.590000 sec): 3 clusters
  Score: Raw -2042682.969820 + Penalty 3220.464537 = -2039462.505283
  nChanged 120
		SP:Iteration 52Q (2754.630000 sec): 3 clusters
  Score: Raw -2042713.305001 + Penalty 3220.464537 = -2039492.840464
  nChanged 113
		SP:Iteration 53Q (2754.680000 sec): 3 clusters
  Score: Raw -2042742.898555 + Penalty 3220.464537 = -2039522.434019
  nChanged 105
		SP:Iteration 54Q (2754.730000 sec): 3 clusters
  Score: Raw -2042769.413667 + Penalty 3220.464537 = -2039548.949131
  nChanged 103
		SP:Iteration 55Q (2754.770000 sec): 3 clusters
  Score: Raw -2042795.279436 + Penalty 3220.464537 = -2039574.814899
  nChanged 107
		SP:Iteration 56Q (2754.820000 sec): 3 clusters
  Score: Raw -2042821.577376 + Penalty 3220.464537 = -2039601.112840
  nChanged 94
		SP:Iteration 57Q (2754.860000 sec): 3 clusters
  Score: Raw -2042846.217024 + Penalty 3220.464537 = -2039625.752488
  nChanged 94
		SP:Iteration 58Q (2754.910000 sec): 3 clusters
  Score: Raw -2042869.826249 + Penalty 3220.464537 = -2039649.361712
  nChanged 81
		SP:Iteration 59Q (2754.950000 sec): 3 clusters
  Score: Raw -2042887.086679 + Penalty 3220.464537 = -2039666.622142
  nChanged 82
		SP:Iteration 60F (2755.010000 sec): 3 clusters
  Score: Raw -2042905.175279 + Penalty 3220.464537 = -2039684.710742
  nChanged 65
		SP:Iteration 61Q (2755.060000 sec): 3 clusters
  Score: Raw -2042918.670244 + Penalty 3220.464537 = -2039698.205708
  nChanged 67
		SP:Iteration 62Q (2755.100000 sec): 3 clusters
  Score: Raw -2042932.549809 + Penalty 3220.464537 = -2039712.085273
  nChanged 56
		SP:Iteration 63Q (2755.140000 sec): 3 clusters
  Score: Raw -2042944.338833 + Penalty 3220.464537 = -2039723.874297
  nChanged 48
		SP:Iteration 64Q (2755.190000 sec): 3 clusters
  Score: Raw -2042956.218814 + Penalty 3220.464537 = -2039735.754277
  nChanged 56
		SP:Iteration 65Q (2755.230000 sec): 3 clusters
  Score: Raw -2042967.970400 + Penalty 3220.464537 = -2039747.505864
  nChanged 45
		SP:Iteration 66Q (2755.270000 sec): 3 clusters
  Score: Raw -2042976.364426 + Penalty 3220.464537 = -2039755.899889
  nChanged 43
		SP:Iteration 67Q (2755.310000 sec): 3 clusters
  Score: Raw -2042983.364158 + Penalty 3220.464537 = -2039762.899622
  nChanged 40
		SP:Iteration 68Q (2755.350000 sec): 3 clusters
  Score: Raw -2042992.143195 + Penalty 3220.464537 = -2039771.678658
  nChanged 37
		SP:Iteration 69Q (2755.400000 sec): 3 clusters
  Score: Raw -2042998.792062 + Penalty 3220.464537 = -2039778.327526
  nChanged 36
		SP:Iteration 70Q (2755.440000 sec): 3 clusters
  Score: Raw -2043004.551193 + Penalty 3220.464537 = -2039784.086656
  nChanged 27
		SP:Iteration 71Q (2755.480000 sec): 3 clusters
  Score: Raw -2043010.130152 + Penalty 3220.464537 = -2039789.665616
  nChanged 30
		SP:Iteration 72Q (2755.530000 sec): 3 clusters
  Score: Raw -2043016.015033 + Penalty 3220.464537 = -2039795.550497
  nChanged 35
		SP:Iteration 73Q (2755.570000 sec): 3 clusters
  Score: Raw -2043023.421936 + Penalty 3220.464537 = -2039802.957399
  nChanged 34
		SP:Iteration 74Q (2755.610000 sec): 3 clusters
  Score: Raw -2043029.831495 + Penalty 3220.464537 = -2039809.366959
  nChanged 30
		SP:Iteration 75Q (2755.650000 sec): 3 clusters
  Score: Raw -2043035.322433 + Penalty 3220.464537 = -2039814.857897
  nChanged 33
		SP:Iteration 76Q (2755.700000 sec): 3 clusters
  Score: Raw -2043041.484235 + Penalty 3220.464537 = -2039821.019698
  nChanged 24
		SP:Iteration 77Q (2755.740000 sec): 3 clusters
  Score: Raw -2043046.116638 + Penalty 3220.464537 = -2039825.652101
  nChanged 29
		SP:Iteration 78Q (2755.780000 sec): 3 clusters
  Score: Raw -2043051.165362 + Penalty 3220.464537 = -2039830.700825
  nChanged 19
		SP:Iteration 79Q (2755.820000 sec): 3 clusters
  Score: Raw -2043055.499423 + Penalty 3220.464537 = -2039835.034887
  nChanged 19
		SP:Iteration 80F (2755.880000 sec): 3 clusters
  Score: Raw -2043059.888917 + Penalty 3220.464537 = -2039839.424380
  nChanged 19
		SP:Iteration 81Q (2755.920000 sec): 3 clusters
  Score: Raw -2043064.189247 + Penalty 3220.464537 = -2039843.724710
  nChanged 21
		SP:Iteration 82Q (2755.960000 sec): 3 clusters
  Score: Raw -2043069.001936 + Penalty 3220.464537 = -2039848.537399
  nChanged 18
		SP:Iteration 83Q (2756.010000 sec): 3 clusters
  Score: Raw -2043073.428805 + Penalty 3220.464537 = -2039852.964268
  nChanged 15
		SP:Iteration 84Q (2756.050000 sec): 3 clusters
  Score: Raw -2043076.806264 + Penalty 3220.464537 = -2039856.341728
  nChanged 13
		SP:Iteration 85Q (2756.090000 sec): 3 clusters
  Score: Raw -2043079.450131 + Penalty 3220.464537 = -2039858.985595
  nChanged 13
		SP:Iteration 86Q (2756.130000 sec): 3 clusters
  Score: Raw -2043081.648237 + Penalty 3220.464537 = -2039861.183700
  nChanged 6
		SP:Iteration 87Q (2756.170000 sec): 3 clusters
  Score: Raw -2043082.425019 + Penalty 3220.464537 = -2039861.960483
  nChanged 5
		SP:Iteration 88Q (2756.220000 sec): 3 clusters
  Score: Raw -2043082.954216 + Penalty 3220.464537 = -2039862.489679
  nChanged 2
		SP:Iteration 89Q (2756.260000 sec): 3 clusters
  Score: Raw -2043083.199831 + Penalty 3220.464537 = -2039862.735294
  nChanged 0
		SP:Iteration 90F (2756.310000 sec): 3 clusters
  Score: Raw -2043083.199831 + Penalty 3220.464537 = -2039862.735294
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 10 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2756.340000 sec): 2 clusters
  Score: Raw -406647.225443 + Penalty 1355.052395 = -405292.173048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2756.350000 sec): 3 clusters
  Score: Raw -404511.307518 + Penalty 2710.104791 = -401801.202727
  nChanged 1646
		SP:Iteration 1F (2756.360000 sec): 3 clusters
  Score: Raw -405429.083251 + Penalty 2710.104791 = -402718.978460
  nChanged 326
		SP:Iteration 2F (2756.370000 sec): 3 clusters
  Score: Raw -405610.696265 + Penalty 2710.104791 = -402900.591475
  nChanged 213
		SP:Iteration 3F (2756.380000 sec): 3 clusters
  Score: Raw -405736.748661 + Penalty 2710.104791 = -403026.643870
  nChanged 169
		SP:Iteration 4Q (2756.390000 sec): 3 clusters
  Score: Raw -405841.883713 + Penalty 2710.104791 = -403131.778923
  nChanged 171
		SP:Iteration 5Q (2756.400000 sec): 3 clusters
  Score: Raw -405948.991893 + Penalty 2710.104791 = -403238.887102
  nChanged 139
		SP:Iteration 6Q (2756.410000 sec): 3 clusters
  Score: Raw -406044.179630 + Penalty 2710.104791 = -403334.074839
  nChanged 132
		SP:Iteration 7Q (2756.430000 sec): 3 clusters
  Score: Raw -406137.124923 + Penalty 2710.104791 = -403427.020133
  nChanged 134
		SP:Iteration 8Q (2756.430000 sec): 3 clusters
  Score: Raw -406219.414600 + Penalty 2710.104791 = -403509.309809
  nChanged 127
		SP:Iteration 9Q (2756.440000 sec): 3 clusters
  Score: Raw -406296.455883 + Penalty 2710.104791 = -403586.351093
  nChanged 112
		SP:Iteration 10Q (2756.450000 sec): 3 clusters
  Score: Raw -406375.348920 + Penalty 2710.104791 = -403665.244129
  nChanged 98
		SP:Iteration 11Q (2756.470000 sec): 3 clusters
  Score: Raw -406439.036159 + Penalty 2710.104791 = -403728.931368
  nChanged 102
		SP:Iteration 12Q (2756.470000 sec): 3 clusters
  Score: Raw -406505.129694 + Penalty 2710.104791 = -403795.024903
  nChanged 79
		SP:Iteration 13Q (2756.490000 sec): 3 clusters
  Score: Raw -406550.378120 + Penalty 2710.104791 = -403840.273330
  nChanged 72
		SP:Iteration 14Q (2756.490000 sec): 3 clusters
  Score: Raw -406592.377387 + Penalty 2710.104791 = -403882.272597
  nChanged 61
		SP:Iteration 15Q (2756.510000 sec): 3 clusters
  Score: Raw -406630.607287 + Penalty 2710.104791 = -403920.502496
  nChanged 52
		SP:Iteration 16Q (2756.510000 sec): 3 clusters
  Score: Raw -406661.057904 + Penalty 2710.104791 = -403950.953113
  nChanged 46
		SP:Iteration 17Q (2756.530000 sec): 3 clusters
  Score: Raw -406683.917096 + Penalty 2710.104791 = -403973.812305
  nChanged 38
		SP:Iteration 18Q (2756.530000 sec): 3 clusters
  Score: Raw -406705.108832 + Penalty 2710.104791 = -403995.004042
  nChanged 30
		SP:Iteration 19Q (2756.550000 sec): 3 clusters
  Score: Raw -406727.361140 + Penalty 2710.104791 = -404017.256350
  nChanged 30
		SP:Iteration 20F (2756.550000 sec): 3 clusters
  Score: Raw -406745.006670 + Penalty 2710.104791 = -404034.901879
  nChanged 26
		SP:Iteration 21Q (2756.570000 sec): 3 clusters
  Score: Raw -406762.281118 + Penalty 2710.104791 = -404052.176327
  nChanged 25
		SP:Iteration 22Q (2756.570000 sec): 3 clusters
  Score: Raw -406782.697533 + Penalty 2710.104791 = -404072.592743
  nChanged 26
		SP:Iteration 23Q (2756.580000 sec): 3 clusters
  Score: Raw -406802.237417 + Penalty 2710.104791 = -404092.132627
  nChanged 26
		SP:Iteration 24Q (2756.590000 sec): 3 clusters
  Score: Raw -406819.937192 + Penalty 2710.104791 = -404109.832401
  nChanged 22
		SP:Iteration 25Q (2756.600000 sec): 3 clusters
  Score: Raw -406834.856007 + Penalty 2710.104791 = -404124.751216
  nChanged 16
		SP:Iteration 26Q (2756.610000 sec): 3 clusters
  Score: Raw -406847.750089 + Penalty 2710.104791 = -404137.645298
  nChanged 11
		SP:Iteration 27Q (2756.620000 sec): 3 clusters
  Score: Raw -406854.256923 + Penalty 2710.104791 = -404144.152133
  nChanged 10
		SP:Iteration 28Q (2756.630000 sec): 3 clusters
  Score: Raw -406862.118381 + Penalty 2710.104791 = -404152.013590
  nChanged 8
		SP:Iteration 29Q (2756.640000 sec): 3 clusters
  Score: Raw -406868.165806 + Penalty 2710.104791 = -404158.061015
  nChanged 7
		SP:Iteration 30Q (2756.650000 sec): 3 clusters
  Score: Raw -406874.201800 + Penalty 2710.104791 = -404164.097010
  nChanged 5
		SP:Iteration 31Q (2756.650000 sec): 3 clusters
  Score: Raw -406878.897068 + Penalty 2710.104791 = -404168.792277
  nChanged 1
		SP:Iteration 32Q (2756.670000 sec): 3 clusters
  Score: Raw -406879.944185 + Penalty 2710.104791 = -404169.839394
  nChanged 1
		SP:Iteration 33Q (2756.670000 sec): 3 clusters
  Score: Raw -406880.190343 + Penalty 2710.104791 = -404170.085552
  nChanged 0
		SP:Iteration 34F (2756.690000 sec): 3 clusters
  Score: Raw -406880.190343 + Penalty 2710.104791 = -404170.085552
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 11 (22101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2756.760000 sec): 2 clusters
  Score: Raw -2237460.274925 + Penalty 1625.548947 = -2235834.725978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2756.820000 sec): 3 clusters
  Score: Raw -2224133.656105 + Penalty 3251.097894 = -2220882.558211
  nChanged 9915
		SP:Iteration 1F (2756.870000 sec): 3 clusters
  Score: Raw -2229550.631470 + Penalty 3251.097894 = -2226299.533576
  nChanged 1018
		SP:Iteration 2Q (2756.930000 sec): 3 clusters
  Score: Raw -2229938.162077 + Penalty 3251.097894 = -2226687.064183
  nChanged 1013
		SP:Iteration 3Q (2756.990000 sec): 3 clusters
  Score: Raw -2230338.534711 + Penalty 3251.097894 = -2227087.436817
  nChanged 983
		SP:Iteration 4Q (2757.050000 sec): 3 clusters
  Score: Raw -2230703.538673 + Penalty 3251.097894 = -2227452.440779
  nChanged 962
		SP:Iteration 5Q (2757.110000 sec): 3 clusters
  Score: Raw -2231071.438172 + Penalty 3251.097894 = -2227820.340278
  nChanged 936
		SP:Iteration 6Q (2757.170000 sec): 3 clusters
  Score: Raw -2231472.910972 + Penalty 3251.097894 = -2228221.813078
  nChanged 1059
		SP:Iteration 7Q (2757.230000 sec): 3 clusters
  Score: Raw -2232022.715208 + Penalty 3251.097894 = -2228771.617314
  nChanged 1157
		SP:Iteration 8F (2757.290000 sec): 3 clusters
  Score: Raw -2232783.947724 + Penalty 3251.097894 = -2229532.849830
  nChanged 1332
		SP:Iteration 9F (2757.350000 sec): 3 clusters
  Score: Raw -2233809.394708 + Penalty 3251.097894 = -2230558.296814
  nChanged 1245
		SP:Iteration 10F (2757.410000 sec): 3 clusters
  Score: Raw -2234843.016047 + Penalty 3251.097894 = -2231591.918153
  nChanged 1040
		SP:Iteration 11Q (2757.460000 sec): 3 clusters
  Score: Raw -2235705.906171 + Penalty 3251.097894 = -2232454.808277
  nChanged 860
		SP:Iteration 12Q (2757.520000 sec): 3 clusters
  Score: Raw -2236383.754868 + Penalty 3251.097894 = -2233132.656974
  nChanged 642
		SP:Iteration 13Q (2757.570000 sec): 3 clusters
  Score: Raw -2236850.907848 + Penalty 3251.097894 = -2233599.809954
  nChanged 485
		SP:Iteration 14Q (2757.620000 sec): 3 clusters
  Score: Raw -2237224.821345 + Penalty 3251.097894 = -2233973.723451
  nChanged 398
		SP:Iteration 15Q (2757.670000 sec): 3 clusters
  Score: Raw -2237546.286006 + Penalty 3251.097894 = -2234295.188112
  nChanged 302
		SP:Iteration 16Q (2757.720000 sec): 3 clusters
  Score: Raw -2237817.274755 + Penalty 3251.097894 = -2234566.176861
  nChanged 219
		SP:Iteration 17Q (2757.770000 sec): 3 clusters
  Score: Raw -2238013.216465 + Penalty 3251.097894 = -2234762.118571
  nChanged 172
		SP:Iteration 18Q (2757.810000 sec): 3 clusters
  Score: Raw -2238173.629606 + Penalty 3251.097894 = -2234922.531712
  nChanged 110
		SP:Iteration 19Q (2757.850000 sec): 3 clusters
  Score: Raw -2238257.405706 + Penalty 3251.097894 = -2235006.307812
  nChanged 88
		SP:Iteration 20F (2757.910000 sec): 3 clusters
  Score: Raw -2238322.641458 + Penalty 3251.097894 = -2235071.543564
  nChanged 62
		SP:Iteration 21Q (2757.960000 sec): 3 clusters
  Score: Raw -2238365.368714 + Penalty 3251.097894 = -2235114.270820
  nChanged 52
		SP:Iteration 22Q (2758.000000 sec): 3 clusters
  Score: Raw -2238397.396293 + Penalty 3251.097894 = -2235146.298399
  nChanged 44
		SP:Iteration 23Q (2758.040000 sec): 3 clusters
  Score: Raw -2238424.090602 + Penalty 3251.097894 = -2235172.992708
  nChanged 37
		SP:Iteration 24Q (2758.080000 sec): 3 clusters
  Score: Raw -2238446.658778 + Penalty 3251.097894 = -2235195.560884
  nChanged 24
		SP:Iteration 25Q (2758.130000 sec): 3 clusters
  Score: Raw -2238461.252451 + Penalty 3251.097894 = -2235210.154557
  nChanged 18
		SP:Iteration 26Q (2758.170000 sec): 3 clusters
  Score: Raw -2238470.543259 + Penalty 3251.097894 = -2235219.445365
  nChanged 14
		SP:Iteration 27Q (2758.210000 sec): 3 clusters
  Score: Raw -2238478.300535 + Penalty 3251.097894 = -2235227.202641
  nChanged 10
		SP:Iteration 28Q (2758.260000 sec): 3 clusters
  Score: Raw -2238484.132308 + Penalty 3251.097894 = -2235233.034414
  nChanged 14
		SP:Iteration 29Q (2758.300000 sec): 3 clusters
  Score: Raw -2238490.693454 + Penalty 3251.097894 = -2235239.595560
  nChanged 10
		SP:Iteration 30Q (2758.340000 sec): 3 clusters
  Score: Raw -2238494.356657 + Penalty 3251.097894 = -2235243.258763
  nChanged 11
		SP:Iteration 31Q (2758.380000 sec): 3 clusters
  Score: Raw -2238499.445238 + Penalty 3251.097894 = -2235248.347344
  nChanged 6
		SP:Iteration 32Q (2758.420000 sec): 3 clusters
  Score: Raw -2238502.286490 + Penalty 3251.097894 = -2235251.188596
  nChanged 5
		SP:Iteration 33Q (2758.460000 sec): 3 clusters
  Score: Raw -2238504.866050 + Penalty 3251.097894 = -2235253.768156
  nChanged 5
		SP:Iteration 34Q (2758.500000 sec): 3 clusters
  Score: Raw -2238509.654716 + Penalty 3251.097894 = -2235258.556822
  nChanged 4
		SP:Iteration 35Q (2758.540000 sec): 3 clusters
  Score: Raw -2238512.279309 + Penalty 3251.097894 = -2235261.181415
  nChanged 2
		SP:Iteration 36Q (2758.580000 sec): 3 clusters
  Score: Raw -2238513.442571 + Penalty 3251.097894 = -2235262.344678
  nChanged 1
		SP:Iteration 37Q (2758.620000 sec): 3 clusters
  Score: Raw -2238514.104696 + Penalty 3251.097894 = -2235263.006802
  nChanged 0
		SP:Iteration 38F (2758.680000 sec): 3 clusters
  Score: Raw -2238514.104696 + Penalty 3251.097894 = -2235263.006802
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 12 (60626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2758.890000 sec): 2 clusters
  Score: Raw -6222325.976143 + Penalty 1789.527857 = -6220536.448285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2759.060000 sec): 3 clusters
  Score: Raw -6183436.882585 + Penalty 3579.055715 = -6179857.826870
  nChanged 28580
		SP:Iteration 1F (2759.220000 sec): 3 clusters
  Score: Raw -6199721.053550 + Penalty 3579.055715 = -6196141.997835
  nChanged 2077
		SP:Iteration 2Q (2759.380000 sec): 3 clusters
  Score: Raw -6200227.844887 + Penalty 3579.055715 = -6196648.789172
  nChanged 2068
		SP:Iteration 3Q (2759.550000 sec): 3 clusters
  Score: Raw -6200749.815694 + Penalty 3579.055715 = -6197170.759979
  nChanged 2064
		SP:Iteration 4Q (2759.710000 sec): 3 clusters
  Score: Raw -6201306.902618 + Penalty 3579.055715 = -6197727.846903
  nChanged 2151
		SP:Iteration 5Q (2759.880000 sec): 3 clusters
  Score: Raw -6201929.604067 + Penalty 3579.055715 = -6198350.548353
  nChanged 2292
		SP:Iteration 6Q (2760.040000 sec): 3 clusters
  Score: Raw -6202678.636688 + Penalty 3579.055715 = -6199099.580973
  nChanged 2532
		SP:Iteration 7Q (2760.210000 sec): 3 clusters
  Score: Raw -6203650.641619 + Penalty 3579.055715 = -6200071.585904
  nChanged 2898
		SP:Iteration 8Q (2760.380000 sec): 3 clusters
  Score: Raw -6204851.599413 + Penalty 3579.055715 = -6201272.543698
  nChanged 3158
		SP:Iteration 9F (2760.530000 sec): 3 clusters
  Score: Raw -6206354.975269 + Penalty 3579.055715 = -6202775.919554
  nChanged 3382
		SP:Iteration 10F (2760.700000 sec): 3 clusters
  Score: Raw -6208122.334848 + Penalty 3579.055715 = -6204543.279133
  nChanged 3416
		SP:Iteration 11F (2760.860000 sec): 3 clusters
  Score: Raw -6210022.653597 + Penalty 3579.055715 = -6206443.597882
  nChanged 3337
		SP:Iteration 12F (2761.020000 sec): 3 clusters
  Score: Raw -6211897.764568 + Penalty 3579.055715 = -6208318.708853
  nChanged 2996
		SP:Iteration 13Q (2761.190000 sec): 3 clusters
  Score: Raw -6213604.407987 + Penalty 3579.055715 = -6210025.352272
  nChanged 2588
		SP:Iteration 14Q (2761.350000 sec): 3 clusters
  Score: Raw -6215172.298265 + Penalty 3579.055715 = -6211593.242550
  nChanged 2183
		SP:Iteration 15Q (2761.510000 sec): 3 clusters
  Score: Raw -6216644.438077 + Penalty 3579.055715 = -6213065.382362
  nChanged 1896
		SP:Iteration 16Q (2761.680000 sec): 3 clusters
  Score: Raw -6218157.137180 + Penalty 3579.055715 = -6214578.081465
  nChanged 1495
		SP:Iteration 17Q (2761.840000 sec): 3 clusters
  Score: Raw -6219556.191407 + Penalty 3579.055715 = -6215977.135692
  nChanged 1143
		SP:Iteration 18Q (2761.990000 sec): 3 clusters
  Score: Raw -6220697.139454 + Penalty 3579.055715 = -6217118.083739
  nChanged 869
		SP:Iteration 19Q (2762.130000 sec): 3 clusters
  Score: Raw -6221303.899223 + Penalty 3579.055715 = -6217724.843508
  nChanged 594
		SP:Iteration 20F (2762.290000 sec): 3 clusters
  Score: Raw -6221598.026576 + Penalty 3579.055715 = -6218018.970861
  nChanged 439
		SP:Iteration 21Q (2762.420000 sec): 3 clusters
  Score: Raw -6221763.743601 + Penalty 3579.055715 = -6218184.687886
  nChanged 313
		SP:Iteration 22Q (2762.550000 sec): 3 clusters
  Score: Raw -6221867.006209 + Penalty 3579.055715 = -6218287.950494
  nChanged 239
		SP:Iteration 23Q (2762.670000 sec): 3 clusters
  Score: Raw -6221948.837114 + Penalty 3579.055715 = -6218369.781399
  nChanged 217
		SP:Iteration 24Q (2762.800000 sec): 3 clusters
  Score: Raw -6222011.508183 + Penalty 3579.055715 = -6218432.452468
  nChanged 191
		SP:Iteration 25Q (2762.920000 sec): 3 clusters
  Score: Raw -6222059.113829 + Penalty 3579.055715 = -6218480.058114
  nChanged 161
		SP:Iteration 26Q (2763.040000 sec): 3 clusters
  Score: Raw -6222094.882385 + Penalty 3579.055715 = -6218515.826670
  nChanged 138
		SP:Iteration 27Q (2763.160000 sec): 3 clusters
  Score: Raw -6222126.135795 + Penalty 3579.055715 = -6218547.080080
  nChanged 118
		SP:Iteration 28Q (2763.280000 sec): 3 clusters
  Score: Raw -6222151.702256 + Penalty 3579.055715 = -6218572.646541
  nChanged 120
		SP:Iteration 29Q (2763.400000 sec): 3 clusters
  Score: Raw -6222185.478522 + Penalty 3579.055715 = -6218606.422808
  nChanged 122
		SP:Iteration 30Q (2763.520000 sec): 3 clusters
  Score: Raw -6222218.223020 + Penalty 3579.055715 = -6218639.167305
  nChanged 113
		SP:Iteration 31Q (2763.640000 sec): 3 clusters
  Score: Raw -6222245.806825 + Penalty 3579.055715 = -6218666.751110
  nChanged 99
		SP:Iteration 32Q (2763.760000 sec): 3 clusters
  Score: Raw -6222264.865544 + Penalty 3579.055715 = -6218685.809829
  nChanged 68
		SP:Iteration 33Q (2763.880000 sec): 3 clusters
  Score: Raw -6222276.632225 + Penalty 3579.055715 = -6218697.576510
  nChanged 65
		SP:Iteration 34Q (2764.000000 sec): 3 clusters
  Score: Raw -6222288.379876 + Penalty 3579.055715 = -6218709.324161
  nChanged 60
		SP:Iteration 35Q (2764.120000 sec): 3 clusters
  Score: Raw -6222299.721623 + Penalty 3579.055715 = -6218720.665908
  nChanged 48
		SP:Iteration 36Q (2764.240000 sec): 3 clusters
  Score: Raw -6222309.649464 + Penalty 3579.055715 = -6218730.593749
  nChanged 56
		SP:Iteration 37Q (2764.360000 sec): 3 clusters
  Score: Raw -6222319.042504 + Penalty 3579.055715 = -6218739.986789
  nChanged 51
		SP:Iteration 38Q (2764.480000 sec): 3 clusters
  Score: Raw -6222329.775024 + Penalty 3579.055715 = -6218750.719309
  nChanged 57
		SP:Iteration 39Q (2764.590000 sec): 3 clusters
  Score: Raw -6222341.280857 + Penalty 3579.055715 = -6218762.225142
  nChanged 63
		SP:Iteration 40F (2764.750000 sec): 3 clusters
  Score: Raw -6222355.101330 + Penalty 3579.055715 = -6218776.045615
  nChanged 63
		SP:Iteration 41Q (2764.870000 sec): 3 clusters
  Score: Raw -6222368.499758 + Penalty 3579.055715 = -6218789.444043
  nChanged 53
		SP:Iteration 42Q (2764.990000 sec): 3 clusters
  Score: Raw -6222377.984409 + Penalty 3579.055715 = -6218798.928694
  nChanged 49
		SP:Iteration 43Q (2765.110000 sec): 3 clusters
  Score: Raw -6222388.258863 + Penalty 3579.055715 = -6218809.203149
  nChanged 48
		SP:Iteration 44Q (2765.230000 sec): 3 clusters
  Score: Raw -6222398.910043 + Penalty 3579.055715 = -6218819.854328
  nChanged 43
		SP:Iteration 45Q (2765.340000 sec): 3 clusters
  Score: Raw -6222407.547005 + Penalty 3579.055715 = -6218828.491290
  nChanged 36
		SP:Iteration 46Q (2765.460000 sec): 3 clusters
  Score: Raw -6222414.213572 + Penalty 3579.055715 = -6218835.157857
  nChanged 35
		SP:Iteration 47Q (2765.580000 sec): 3 clusters
  Score: Raw -6222421.383189 + Penalty 3579.055715 = -6218842.327474
  nChanged 38
		SP:Iteration 48Q (2765.700000 sec): 3 clusters
  Score: Raw -6222429.303186 + Penalty 3579.055715 = -6218850.247471
  nChanged 38
		SP:Iteration 49Q (2765.820000 sec): 3 clusters
  Score: Raw -6222437.346462 + Penalty 3579.055715 = -6218858.290747
  nChanged 33
		SP:Iteration 50Q (2765.940000 sec): 3 clusters
  Score: Raw -6222442.853781 + Penalty 3579.055715 = -6218863.798066
  nChanged 25
		SP:Iteration 51Q (2766.060000 sec): 3 clusters
  Score: Raw -6222447.904120 + Penalty 3579.055715 = -6218868.848406
  nChanged 26
		SP:Iteration 52Q (2766.170000 sec): 3 clusters
  Score: Raw -6222453.909053 + Penalty 3579.055715 = -6218874.853338
  nChanged 30
		SP:Iteration 53Q (2766.290000 sec): 3 clusters
  Score: Raw -6222460.514901 + Penalty 3579.055715 = -6218881.459186
  nChanged 25
		SP:Iteration 54Q (2766.410000 sec): 3 clusters
  Score: Raw -6222466.132697 + Penalty 3579.055715 = -6218887.076982
  nChanged 21
		SP:Iteration 55Q (2766.530000 sec): 3 clusters
  Score: Raw -6222470.562771 + Penalty 3579.055715 = -6218891.507056
  nChanged 29
		SP:Iteration 56Q (2766.650000 sec): 3 clusters
  Score: Raw -6222477.278085 + Penalty 3579.055715 = -6218898.222370
  nChanged 25
		SP:Iteration 57Q (2766.770000 sec): 3 clusters
  Score: Raw -6222482.533582 + Penalty 3579.055715 = -6218903.477867
  nChanged 28
		SP:Iteration 58Q (2766.880000 sec): 3 clusters
  Score: Raw -6222488.335626 + Penalty 3579.055715 = -6218909.279911
  nChanged 24
		SP:Iteration 59Q (2767.000000 sec): 3 clusters
  Score: Raw -6222494.185712 + Penalty 3579.055715 = -6218915.129997
  nChanged 30
		SP:Iteration 60F (2767.160000 sec): 3 clusters
  Score: Raw -6222503.269945 + Penalty 3579.055715 = -6218924.214230
  nChanged 24
		SP:Iteration 61Q (2767.270000 sec): 3 clusters
  Score: Raw -6222510.651202 + Penalty 3579.055715 = -6218931.595487
  nChanged 22
		SP:Iteration 62Q (2767.380000 sec): 3 clusters
  Score: Raw -6222514.963441 + Penalty 3579.055715 = -6218935.907726
  nChanged 20
		SP:Iteration 63Q (2767.500000 sec): 3 clusters
  Score: Raw -6222518.617151 + Penalty 3579.055715 = -6218939.561436
  nChanged 23
		SP:Iteration 64Q (2767.610000 sec): 3 clusters
  Score: Raw -6222524.606685 + Penalty 3579.055715 = -6218945.550970
  nChanged 31
		SP:Iteration 65Q (2767.730000 sec): 3 clusters
  Score: Raw -6222531.974430 + Penalty 3579.055715 = -6218952.918715
  nChanged 33
		SP:Iteration 66Q (2767.850000 sec): 3 clusters
  Score: Raw -6222540.268164 + Penalty 3579.055715 = -6218961.212449
  nChanged 33
		SP:Iteration 67Q (2767.960000 sec): 3 clusters
  Score: Raw -6222551.238731 + Penalty 3579.055715 = -6218972.183016
  nChanged 35
		SP:Iteration 68Q (2768.080000 sec): 3 clusters
  Score: Raw -6222561.158364 + Penalty 3579.055715 = -6218982.102649
  nChanged 30
		SP:Iteration 69Q (2768.190000 sec): 3 clusters
  Score: Raw -6222569.296056 + Penalty 3579.055715 = -6218990.240341
  nChanged 28
		SP:Iteration 70Q (2768.310000 sec): 3 clusters
  Score: Raw -6222575.375583 + Penalty 3579.055715 = -6218996.319868
  nChanged 18
		SP:Iteration 71Q (2768.420000 sec): 3 clusters
  Score: Raw -6222579.445649 + Penalty 3579.055715 = -6219000.389934
  nChanged 15
		SP:Iteration 72Q (2768.540000 sec): 3 clusters
  Score: Raw -6222582.785928 + Penalty 3579.055715 = -6219003.730213
  nChanged 12
		SP:Iteration 73Q (2768.660000 sec): 3 clusters
  Score: Raw -6222584.250929 + Penalty 3579.055715 = -6219005.195214
  nChanged 6
		SP:Iteration 74Q (2768.770000 sec): 3 clusters
  Score: Raw -6222585.603694 + Penalty 3579.055715 = -6219006.547979
  nChanged 6
		SP:Iteration 75Q (2768.890000 sec): 3 clusters
  Score: Raw -6222586.619405 + Penalty 3579.055715 = -6219007.563690
  nChanged 8
		SP:Iteration 76Q (2769.010000 sec): 3 clusters
  Score: Raw -6222588.255698 + Penalty 3579.055715 = -6219009.199983
  nChanged 5
		SP:Iteration 77Q (2769.130000 sec): 3 clusters
  Score: Raw -6222588.988009 + Penalty 3579.055715 = -6219009.932294
  nChanged 3
		SP:Iteration 78Q (2769.240000 sec): 3 clusters
  Score: Raw -6222589.425324 + Penalty 3579.055715 = -6219010.369609
  nChanged 3
		SP:Iteration 79Q (2769.360000 sec): 3 clusters
  Score: Raw -6222589.984704 + Penalty 3579.055715 = -6219010.928989
  nChanged 1
		SP:Iteration 80F (2769.520000 sec): 3 clusters
  Score: Raw -6222590.171196 + Penalty 3579.055715 = -6219011.115481
  nChanged 1
		SP:Iteration 81Q (2769.630000 sec): 3 clusters
  Score: Raw -6222590.470873 + Penalty 3579.055715 = -6219011.415158
  nChanged 1
		SP:Iteration 82Q (2769.750000 sec): 3 clusters
  Score: Raw -6222590.693309 + Penalty 3579.055715 = -6219011.637594
  nChanged 3
		SP:Iteration 83Q (2769.860000 sec): 3 clusters
  Score: Raw -6222591.014448 + Penalty 3579.055715 = -6219011.958733
  nChanged 3
		SP:Iteration 84Q (2769.980000 sec): 3 clusters
  Score: Raw -6222591.452796 + Penalty 3579.055715 = -6219012.397082
  nChanged 3
		SP:Iteration 85Q (2770.090000 sec): 3 clusters
  Score: Raw -6222591.960035 + Penalty 3579.055715 = -6219012.904320
  nChanged 2
		SP:Iteration 86Q (2770.210000 sec): 3 clusters
  Score: Raw -6222592.283647 + Penalty 3579.055715 = -6219013.227932
  nChanged 2
		SP:Iteration 87Q (2770.320000 sec): 3 clusters
  Score: Raw -6222592.452817 + Penalty 3579.055715 = -6219013.397102
  nChanged 1
		SP:Iteration 88Q (2770.440000 sec): 3 clusters
  Score: Raw -6222592.530106 + Penalty 3579.055715 = -6219013.474391
  nChanged 0
		SP:Iteration 89F (2770.590000 sec): 3 clusters
  Score: Raw -6222592.530106 + Penalty 3579.055715 = -6219013.474391
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (6380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2770.650000 sec): 2 clusters
  Score: Raw -626522.055977 + Penalty 1423.650049 = -625098.405929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2770.660000 sec): 3 clusters
  Score: Raw -623064.804792 + Penalty 2847.300097 = -620217.504695
  nChanged 2700
		SP:Iteration 1F (2770.680000 sec): 3 clusters
  Score: Raw -624527.370638 + Penalty 2847.300097 = -621680.070541
  nChanged 364
		SP:Iteration 2F (2770.700000 sec): 3 clusters
  Score: Raw -624690.155246 + Penalty 2847.300097 = -621842.855149
  nChanged 282
		SP:Iteration 3Q (2770.720000 sec): 3 clusters
  Score: Raw -624808.331209 + Penalty 2847.300097 = -621961.031112
  nChanged 244
		SP:Iteration 4Q (2770.730000 sec): 3 clusters
  Score: Raw -624901.615947 + Penalty 2847.300097 = -622054.315850
  nChanged 212
		SP:Iteration 5Q (2770.750000 sec): 3 clusters
  Score: Raw -625001.056886 + Penalty 2847.300097 = -622153.756789
  nChanged 217
		SP:Iteration 6Q (2770.760000 sec): 3 clusters
  Score: Raw -625099.539577 + Penalty 2847.300097 = -622252.239480
  nChanged 190
		SP:Iteration 7Q (2770.780000 sec): 3 clusters
  Score: Raw -625187.766850 + Penalty 2847.300097 = -622340.466753
  nChanged 189
		SP:Iteration 8Q (2770.800000 sec): 3 clusters
  Score: Raw -625280.784309 + Penalty 2847.300097 = -622433.484212
  nChanged 190
		SP:Iteration 9Q (2770.810000 sec): 3 clusters
  Score: Raw -625386.371887 + Penalty 2847.300097 = -622539.071790
  nChanged 209
		SP:Iteration 10Q (2770.830000 sec): 3 clusters
  Score: Raw -625513.832254 + Penalty 2847.300097 = -622666.532157
  nChanged 226
		SP:Iteration 11Q (2770.840000 sec): 3 clusters
  Score: Raw -625677.700056 + Penalty 2847.300097 = -622830.399959
  nChanged 230
		SP:Iteration 12Q (2770.860000 sec): 3 clusters
  Score: Raw -625853.949180 + Penalty 2847.300097 = -623006.649083
  nChanged 223
		SP:Iteration 13Q (2770.880000 sec): 3 clusters
  Score: Raw -626025.004607 + Penalty 2847.300097 = -623177.704510
  nChanged 182
		SP:Iteration 14Q (2770.890000 sec): 3 clusters
  Score: Raw -626168.199394 + Penalty 2847.300097 = -623320.899296
  nChanged 140
		SP:Iteration 15Q (2770.910000 sec): 3 clusters
  Score: Raw -626263.221727 + Penalty 2847.300097 = -623415.921630
  nChanged 110
		SP:Iteration 16Q (2770.920000 sec): 3 clusters
  Score: Raw -626336.338108 + Penalty 2847.300097 = -623489.038010
  nChanged 94
		SP:Iteration 17Q (2770.940000 sec): 3 clusters
  Score: Raw -626399.658065 + Penalty 2847.300097 = -623552.357967
  nChanged 84
		SP:Iteration 18Q (2770.950000 sec): 3 clusters
  Score: Raw -626454.601612 + Penalty 2847.300097 = -623607.301515
  nChanged 74
		SP:Iteration 19Q (2770.960000 sec): 3 clusters
  Score: Raw -626504.328011 + Penalty 2847.300097 = -623657.027914
  nChanged 55
		SP:Iteration 20F (2770.980000 sec): 3 clusters
  Score: Raw -626539.726489 + Penalty 2847.300097 = -623692.426392
  nChanged 57
		SP:Iteration 21Q (2770.990000 sec): 3 clusters
  Score: Raw -626581.035436 + Penalty 2847.300097 = -623733.735339
  nChanged 50
		SP:Iteration 22Q (2771.000000 sec): 3 clusters
  Score: Raw -626620.210974 + Penalty 2847.300097 = -623772.910877
  nChanged 41
		SP:Iteration 23Q (2771.030000 sec): 3 clusters
  Score: Raw -626649.124167 + Penalty 2847.300097 = -623801.824069
  nChanged 30
		SP:Iteration 24Q (2771.040000 sec): 3 clusters
  Score: Raw -626671.322565 + Penalty 2847.300097 = -623824.022467
  nChanged 21
		SP:Iteration 25Q (2771.050000 sec): 3 clusters
  Score: Raw -626690.727393 + Penalty 2847.300097 = -623843.427295
  nChanged 20
		SP:Iteration 26Q (2771.060000 sec): 3 clusters
  Score: Raw -626710.688899 + Penalty 2847.300097 = -623863.388802
  nChanged 21
		SP:Iteration 27Q (2771.070000 sec): 3 clusters
  Score: Raw -626729.939699 + Penalty 2847.300097 = -623882.639601
  nChanged 13
		SP:Iteration 28Q (2771.090000 sec): 3 clusters
  Score: Raw -626742.159361 + Penalty 2847.300097 = -623894.859263
  nChanged 12
		SP:Iteration 29Q (2771.100000 sec): 3 clusters
  Score: Raw -626755.418947 + Penalty 2847.300097 = -623908.118850
  nChanged 15
		SP:Iteration 30Q (2771.110000 sec): 3 clusters
  Score: Raw -626772.682397 + Penalty 2847.300097 = -623925.382300
  nChanged 12
		SP:Iteration 31Q (2771.130000 sec): 3 clusters
  Score: Raw -626780.742719 + Penalty 2847.300097 = -623933.442622
  nChanged 5
		SP:Iteration 32Q (2771.140000 sec): 3 clusters
  Score: Raw -626785.164041 + Penalty 2847.300097 = -623937.863943
  nChanged 4
		SP:Iteration 33Q (2771.150000 sec): 3 clusters
  Score: Raw -626787.109292 + Penalty 2847.300097 = -623939.809195
  nChanged 4
		SP:Iteration 34Q (2771.160000 sec): 3 clusters
  Score: Raw -626790.179195 + Penalty 2847.300097 = -623942.879098
  nChanged 6
		SP:Iteration 35Q (2771.170000 sec): 3 clusters
  Score: Raw -626794.122592 + Penalty 2847.300097 = -623946.822495
  nChanged 2
		SP:Iteration 36Q (2771.190000 sec): 3 clusters
  Score: Raw -626795.665633 + Penalty 2847.300097 = -623948.365535
  nChanged 2
		SP:Iteration 37Q (2771.200000 sec): 3 clusters
  Score: Raw -626796.419768 + Penalty 2847.300097 = -623949.119671
  nChanged 1
		SP:Iteration 38Q (2771.210000 sec): 3 clusters
  Score: Raw -626796.850115 + Penalty 2847.300097 = -623949.550017
  nChanged 0
		SP:Iteration 39F (2771.230000 sec): 3 clusters
  Score: Raw -626796.850115 + Penalty 2847.300097 = -623949.550017
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 14 (4991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2771.250000 sec): 2 clusters
  Score: Raw -499845.544472 + Penalty 1383.751130 = -498461.793342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2771.260000 sec): 3 clusters
  Score: Raw -497255.573206 + Penalty 2767.502260 = -494488.070945
  nChanged 2014
		SP:Iteration 1F (2771.270000 sec): 3 clusters
  Score: Raw -498386.362395 + Penalty 2767.502260 = -495618.860135
  nChanged 385
		SP:Iteration 2F (2771.280000 sec): 3 clusters
  Score: Raw -498614.428457 + Penalty 2767.502260 = -495846.926197
  nChanged 305
		SP:Iteration 3F (2771.290000 sec): 3 clusters
  Score: Raw -498788.463586 + Penalty 2767.502260 = -496020.961325
  nChanged 289
		SP:Iteration 4F (2771.310000 sec): 3 clusters
  Score: Raw -498965.034499 + Penalty 2767.502260 = -496197.532238
  nChanged 251
		SP:Iteration 5F (2771.320000 sec): 3 clusters
  Score: Raw -499143.394279 + Penalty 2767.502260 = -496375.892019
  nChanged 244
		SP:Iteration 6Q (2771.330000 sec): 3 clusters
  Score: Raw -499321.648420 + Penalty 2767.502260 = -496554.146160
  nChanged 217
		SP:Iteration 7Q (2771.350000 sec): 3 clusters
  Score: Raw -499476.847556 + Penalty 2767.502260 = -496709.345296
  nChanged 189
		SP:Iteration 8Q (2771.360000 sec): 3 clusters
  Score: Raw -499622.903320 + Penalty 2767.502260 = -496855.401059
  nChanged 173
		SP:Iteration 9Q (2771.370000 sec): 3 clusters
  Score: Raw -499753.712410 + Penalty 2767.502260 = -496986.210150
  nChanged 133
		SP:Iteration 10Q (2771.380000 sec): 3 clusters
  Score: Raw -499858.235390 + Penalty 2767.502260 = -497090.733130
  nChanged 111
		SP:Iteration 11Q (2771.400000 sec): 3 clusters
  Score: Raw -499962.156284 + Penalty 2767.502260 = -497194.654024
  nChanged 94
		SP:Iteration 12Q (2771.410000 sec): 3 clusters
  Score: Raw -500039.794013 + Penalty 2767.502260 = -497272.291753
  nChanged 69
		SP:Iteration 13Q (2771.420000 sec): 3 clusters
  Score: Raw -500088.865328 + Penalty 2767.502260 = -497321.363068
  nChanged 52
		SP:Iteration 14Q (2771.430000 sec): 3 clusters
  Score: Raw -500120.005634 + Penalty 2767.502260 = -497352.503374
  nChanged 31
		SP:Iteration 15Q (2771.450000 sec): 3 clusters
  Score: Raw -500139.755231 + Penalty 2767.502260 = -497372.252971
  nChanged 29
		SP:Iteration 16Q (2771.450000 sec): 3 clusters
  Score: Raw -500155.367817 + Penalty 2767.502260 = -497387.865557
  nChanged 28
		SP:Iteration 17Q (2771.470000 sec): 3 clusters
  Score: Raw -500173.587747 + Penalty 2767.502260 = -497406.085487
  nChanged 28
		SP:Iteration 18Q (2771.480000 sec): 3 clusters
  Score: Raw -500197.473999 + Penalty 2767.502260 = -497429.971739
  nChanged 24
		SP:Iteration 19Q (2771.490000 sec): 3 clusters
  Score: Raw -500210.740830 + Penalty 2767.502260 = -497443.238570
  nChanged 17
		SP:Iteration 20F (2771.500000 sec): 3 clusters
  Score: Raw -500222.678384 + Penalty 2767.502260 = -497455.176124
  nChanged 15
		SP:Iteration 21Q (2771.510000 sec): 3 clusters
  Score: Raw -500229.995389 + Penalty 2767.502260 = -497462.493129
  nChanged 16
		SP:Iteration 22Q (2771.520000 sec): 3 clusters
  Score: Raw -500238.194218 + Penalty 2767.502260 = -497470.691958
  nChanged 15
		SP:Iteration 23Q (2771.530000 sec): 3 clusters
  Score: Raw -500247.297481 + Penalty 2767.502260 = -497479.795221
  nChanged 11
		SP:Iteration 24Q (2771.550000 sec): 3 clusters
  Score: Raw -500253.145920 + Penalty 2767.502260 = -497485.643659
  nChanged 8
		SP:Iteration 25Q (2771.550000 sec): 3 clusters
  Score: Raw -500255.601434 + Penalty 2767.502260 = -497488.099174
  nChanged 5
		SP:Iteration 26Q (2771.570000 sec): 3 clusters
  Score: Raw -500257.081011 + Penalty 2767.502260 = -497489.578751
  nChanged 4
		SP:Iteration 27Q (2771.570000 sec): 3 clusters
  Score: Raw -500259.200129 + Penalty 2767.502260 = -497491.697869
  nChanged 4
		SP:Iteration 28Q (2771.590000 sec): 3 clusters
  Score: Raw -500260.547142 + Penalty 2767.502260 = -497493.044882
  nChanged 0
		SP:Iteration 29F (2771.600000 sec): 3 clusters
  Score: Raw -500260.547142 + Penalty 2767.502260 = -497493.044882
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 15 (2573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2771.610000 sec): 2 clusters
  Score: Raw -231172.365623 + Penalty 1276.084519 = -229896.281103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2771.620000 sec): 3 clusters
  Score: Raw -229955.888716 + Penalty 2552.169039 = -227403.719677
  nChanged 944
		SP:Iteration 1F (2771.620000 sec): 3 clusters
  Score: Raw -230546.337707 + Penalty 2552.169039 = -227994.168668
  nChanged 225
		SP:Iteration 2F (2771.630000 sec): 3 clusters
  Score: Raw -230725.818644 + Penalty 2552.169039 = -228173.649605
  nChanged 175
		SP:Iteration 3F (2771.640000 sec): 3 clusters
  Score: Raw -230870.242279 + Penalty 2552.169039 = -228318.073240
  nChanged 133
		SP:Iteration 4F (2771.640000 sec): 3 clusters
  Score: Raw -230961.571588 + Penalty 2552.169039 = -228409.402549
  nChanged 90
		SP:Iteration 5Q (2771.650000 sec): 3 clusters
  Score: Raw -231029.730644 + Penalty 2552.169039 = -228477.561606
  nChanged 85
		SP:Iteration 6Q (2771.650000 sec): 3 clusters
  Score: Raw -231093.700024 + Penalty 2552.169039 = -228541.530985
  nChanged 73
		SP:Iteration 7Q (2771.660000 sec): 3 clusters
  Score: Raw -231140.185596 + Penalty 2552.169039 = -228588.016557
  nChanged 62
		SP:Iteration 8Q (2771.670000 sec): 3 clusters
  Score: Raw -231180.762204 + Penalty 2552.169039 = -228628.593165
  nChanged 62
		SP:Iteration 9Q (2771.670000 sec): 3 clusters
  Score: Raw -231228.180027 + Penalty 2552.169039 = -228676.010988
  nChanged 62
		SP:Iteration 10Q (2771.680000 sec): 3 clusters
  Score: Raw -231266.267666 + Penalty 2552.169039 = -228714.098627
  nChanged 47
		SP:Iteration 11Q (2771.690000 sec): 3 clusters
  Score: Raw -231291.265612 + Penalty 2552.169039 = -228739.096573
  nChanged 45
		SP:Iteration 12Q (2771.690000 sec): 3 clusters
  Score: Raw -231316.115887 + Penalty 2552.169039 = -228763.946848
  nChanged 43
		SP:Iteration 13Q (2771.700000 sec): 3 clusters
  Score: Raw -231336.905874 + Penalty 2552.169039 = -228784.736835
  nChanged 36
		SP:Iteration 14Q (2771.710000 sec): 3 clusters
  Score: Raw -231352.115599 + Penalty 2552.169039 = -228799.946560
  nChanged 27
		SP:Iteration 15Q (2771.710000 sec): 3 clusters
  Score: Raw -231366.196714 + Penalty 2552.169039 = -228814.027675
  nChanged 32
		SP:Iteration 16Q (2771.720000 sec): 3 clusters
  Score: Raw -231384.113426 + Penalty 2552.169039 = -228831.944387
  nChanged 33
		SP:Iteration 17Q (2771.730000 sec): 3 clusters
  Score: Raw -231403.145896 + Penalty 2552.169039 = -228850.976857
  nChanged 37
		SP:Iteration 18Q (2771.730000 sec): 3 clusters
  Score: Raw -231430.774218 + Penalty 2552.169039 = -228878.605179
  nChanged 40
		SP:Iteration 19Q (2771.740000 sec): 3 clusters
  Score: Raw -231453.239462 + Penalty 2552.169039 = -228901.070423
  nChanged 34
		SP:Iteration 20F (2771.750000 sec): 3 clusters
  Score: Raw -231471.952364 + Penalty 2552.169039 = -228919.783325
  nChanged 27
		SP:Iteration 21Q (2771.750000 sec): 3 clusters
  Score: Raw -231484.844002 + Penalty 2552.169039 = -228932.674963
  nChanged 25
		SP:Iteration 22Q (2771.760000 sec): 3 clusters
  Score: Raw -231497.978736 + Penalty 2552.169039 = -228945.809697
  nChanged 31
		SP:Iteration 23Q (2771.770000 sec): 3 clusters
  Score: Raw -231513.799539 + Penalty 2552.169039 = -228961.630500
  nChanged 26
		SP:Iteration 24Q (2771.770000 sec): 3 clusters
  Score: Raw -231529.723081 + Penalty 2552.169039 = -228977.554042
  nChanged 30
		SP:Iteration 25Q (2771.770000 sec): 3 clusters
  Score: Raw -231551.402597 + Penalty 2552.169039 = -228999.233558
  nChanged 48
		SP:Iteration 26Q (2771.780000 sec): 3 clusters
  Score: Raw -231591.016891 + Penalty 2552.169039 = -229038.847852
  nChanged 54
		SP:Iteration 27Q (2771.790000 sec): 3 clusters
  Score: Raw -231639.802567 + Penalty 2552.169039 = -229087.633528
  nChanged 58
		SP:Iteration 28Q (2771.790000 sec): 3 clusters
  Score: Raw -231709.353963 + Penalty 2552.169039 = -229157.184924
  nChanged 65
		SP:Iteration 29Q (2771.800000 sec): 3 clusters
  Score: Raw -231805.623624 + Penalty 2552.169039 = -229253.454585
  nChanged 77
		SP:Iteration 30Q (2771.800000 sec): 3 clusters
  Score: Raw -231930.804436 + Penalty 2552.169039 = -229378.635397
  nChanged 77
		SP:Iteration 31Q (2771.810000 sec): 3 clusters
  Score: Raw -232062.664813 + Penalty 2552.169039 = -229510.495774
  nChanged 78
		SP:Iteration 32Q (2771.810000 sec): 3 clusters
  Score: Raw -232160.117123 + Penalty 2552.169039 = -229607.948084
  nChanged 61
		SP:Iteration 33Q (2771.820000 sec): 3 clusters
  Score: Raw -232242.972937 + Penalty 2552.169039 = -229690.803898
  nChanged 63
		SP:Iteration 34Q (2771.830000 sec): 3 clusters
  Score: Raw -232343.417340 + Penalty 2552.169039 = -229791.248301
  nChanged 64
		SP:Iteration 35Q (2771.830000 sec): 3 clusters
  Score: Raw -232435.632334 + Penalty 2552.169039 = -229883.463295
  nChanged 65
		SP:Iteration 36Q (2771.830000 sec): 3 clusters
  Score: Raw -232538.715374 + Penalty 2552.169039 = -229986.546335
  nChanged 60
		SP:Iteration 37Q (2771.840000 sec): 3 clusters
  Score: Raw -232645.759673 + Penalty 2552.169039 = -230093.590634
  nChanged 42
		SP:Iteration 38Q (2771.850000 sec): 3 clusters
  Score: Raw -232710.229828 + Penalty 2552.169039 = -230158.060789
  nChanged 27
		SP:Iteration 39Q (2771.850000 sec): 3 clusters
  Score: Raw -232762.656457 + Penalty 2552.169039 = -230210.487418
  nChanged 22
		SP:Iteration 40F (2771.860000 sec): 3 clusters
  Score: Raw -232810.836163 + Penalty 2552.169039 = -230258.667124
  nChanged 22
		SP:Iteration 41Q (2771.860000 sec): 3 clusters
  Score: Raw -232838.002440 + Penalty 2552.169039 = -230285.833401
  nChanged 15
		SP:Iteration 42Q (2771.870000 sec): 3 clusters
  Score: Raw -232852.787483 + Penalty 2552.169039 = -230300.618444
  nChanged 6
		SP:Iteration 43Q (2771.870000 sec): 3 clusters
  Score: Raw -232858.661948 + Penalty 2552.169039 = -230306.492909
  nChanged 8
		SP:Iteration 44Q (2771.870000 sec): 3 clusters
  Score: Raw -232866.665220 + Penalty 2552.169039 = -230314.496181
  nChanged 9
		SP:Iteration 45Q (2771.880000 sec): 3 clusters
  Score: Raw -232875.987411 + Penalty 2552.169039 = -230323.818372
  nChanged 5
		SP:Iteration 46Q (2771.890000 sec): 3 clusters
  Score: Raw -232879.955641 + Penalty 2552.169039 = -230327.786602
  nChanged 2
		SP:Iteration 47Q (2771.890000 sec): 3 clusters
  Score: Raw -232881.237272 + Penalty 2552.169039 = -230329.068233
  nChanged 0
		SP:Iteration 48F (2771.900000 sec): 3 clusters
  Score: Raw -232881.237272 + Penalty 2552.169039 = -230329.068233
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 16 (4966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2771.920000 sec): 2 clusters
  Score: Raw -505177.703894 + Penalty 1382.935119 = -503794.768775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2771.930000 sec): 3 clusters
  Score: Raw -502541.975553 + Penalty 2765.870239 = -499776.105314
  nChanged 2053
		SP:Iteration 1F (2771.940000 sec): 3 clusters
  Score: Raw -503677.135167 + Penalty 2765.870239 = -500911.264928
  nChanged 371
		SP:Iteration 2F (2771.950000 sec): 3 clusters
  Score: Raw -503876.489748 + Penalty 2765.870239 = -501110.619509
  nChanged 257
		SP:Iteration 3F (2771.970000 sec): 3 clusters
  Score: Raw -504005.060763 + Penalty 2765.870239 = -501239.190524
  nChanged 214
		SP:Iteration 4Q (2771.980000 sec): 3 clusters
  Score: Raw -504115.814381 + Penalty 2765.870239 = -501349.944142
  nChanged 203
		SP:Iteration 5Q (2771.990000 sec): 3 clusters
  Score: Raw -504227.724629 + Penalty 2765.870239 = -501461.854390
  nChanged 203
		SP:Iteration 6Q (2772.010000 sec): 3 clusters
  Score: Raw -504343.837369 + Penalty 2765.870239 = -501577.967131
  nChanged 203
		SP:Iteration 7Q (2772.020000 sec): 3 clusters
  Score: Raw -504484.749652 + Penalty 2765.870239 = -501718.879413
  nChanged 223
		SP:Iteration 8Q (2772.030000 sec): 3 clusters
  Score: Raw -504662.411256 + Penalty 2765.870239 = -501896.541017
  nChanged 219
		SP:Iteration 9Q (2772.040000 sec): 3 clusters
  Score: Raw -504849.058667 + Penalty 2765.870239 = -502083.188428
  nChanged 190
		SP:Iteration 10Q (2772.050000 sec): 3 clusters
  Score: Raw -504997.172557 + Penalty 2765.870239 = -502231.302318
  nChanged 158
		SP:Iteration 11Q (2772.070000 sec): 3 clusters
  Score: Raw -505106.056139 + Penalty 2765.870239 = -502340.185901
  nChanged 102
		SP:Iteration 12Q (2772.080000 sec): 3 clusters
  Score: Raw -505166.711246 + Penalty 2765.870239 = -502400.841007
  nChanged 77
		SP:Iteration 13Q (2772.090000 sec): 3 clusters
  Score: Raw -505212.416571 + Penalty 2765.870239 = -502446.546332
  nChanged 47
		SP:Iteration 14Q (2772.110000 sec): 3 clusters
  Score: Raw -505239.122537 + Penalty 2765.870239 = -502473.252298
  nChanged 38
		SP:Iteration 15Q (2772.120000 sec): 3 clusters
  Score: Raw -505259.097504 + Penalty 2765.870239 = -502493.227265
  nChanged 29
		SP:Iteration 16Q (2772.130000 sec): 3 clusters
  Score: Raw -505277.501391 + Penalty 2765.870239 = -502511.631152
  nChanged 19
		SP:Iteration 17Q (2772.140000 sec): 3 clusters
  Score: Raw -505289.842949 + Penalty 2765.870239 = -502523.972710
  nChanged 21
		SP:Iteration 18Q (2772.150000 sec): 3 clusters
  Score: Raw -505300.347857 + Penalty 2765.870239 = -502534.477618
  nChanged 19
		SP:Iteration 19Q (2772.170000 sec): 3 clusters
  Score: Raw -505311.142516 + Penalty 2765.870239 = -502545.272277
  nChanged 12
		SP:Iteration 20F (2772.180000 sec): 3 clusters
  Score: Raw -505317.798775 + Penalty 2765.870239 = -502551.928536
  nChanged 15
		SP:Iteration 21Q (2772.190000 sec): 3 clusters
  Score: Raw -505326.302549 + Penalty 2765.870239 = -502560.432311
  nChanged 13
		SP:Iteration 22Q (2772.200000 sec): 3 clusters
  Score: Raw -505332.870599 + Penalty 2765.870239 = -502567.000360
  nChanged 10
		SP:Iteration 23Q (2772.210000 sec): 3 clusters
  Score: Raw -505337.277456 + Penalty 2765.870239 = -502571.407217
  nChanged 7
		SP:Iteration 24Q (2772.230000 sec): 3 clusters
  Score: Raw -505342.222031 + Penalty 2765.870239 = -502576.351792
  nChanged 9
		SP:Iteration 25Q (2772.240000 sec): 3 clusters
  Score: Raw -505349.195358 + Penalty 2765.870239 = -502583.325119
  nChanged 9
		SP:Iteration 26Q (2772.250000 sec): 3 clusters
  Score: Raw -505355.864433 + Penalty 2765.870239 = -502589.994194
  nChanged 4
		SP:Iteration 27Q (2772.260000 sec): 3 clusters
  Score: Raw -505359.384603 + Penalty 2765.870239 = -502593.514364
  nChanged 8
		SP:Iteration 28Q (2772.270000 sec): 3 clusters
  Score: Raw -505363.126379 + Penalty 2765.870239 = -502597.256140
  nChanged 4
		SP:Iteration 29Q (2772.290000 sec): 3 clusters
  Score: Raw -505364.859203 + Penalty 2765.870239 = -502598.988964
  nChanged 4
		SP:Iteration 30Q (2772.300000 sec): 3 clusters
  Score: Raw -505367.036450 + Penalty 2765.870239 = -502601.166211
  nChanged 4
		SP:Iteration 31Q (2772.310000 sec): 3 clusters
  Score: Raw -505370.783436 + Penalty 2765.870239 = -502604.913197
  nChanged 4
		SP:Iteration 32Q (2772.320000 sec): 3 clusters
  Score: Raw -505373.198019 + Penalty 2765.870239 = -502607.327780
  nChanged 5
		SP:Iteration 33Q (2772.330000 sec): 3 clusters
  Score: Raw -505375.057538 + Penalty 2765.870239 = -502609.187299
  nChanged 2
		SP:Iteration 34Q (2772.340000 sec): 3 clusters
  Score: Raw -505376.709020 + Penalty 2765.870239 = -502610.838781
  nChanged 4
		SP:Iteration 35Q (2772.350000 sec): 3 clusters
  Score: Raw -505379.911994 + Penalty 2765.870239 = -502614.041755
  nChanged 3
		SP:Iteration 36Q (2772.370000 sec): 3 clusters
  Score: Raw -505382.750874 + Penalty 2765.870239 = -502616.880635
  nChanged 6
		SP:Iteration 37Q (2772.380000 sec): 3 clusters
  Score: Raw -505385.507997 + Penalty 2765.870239 = -502619.637758
  nChanged 5
		SP:Iteration 38Q (2772.390000 sec): 3 clusters
  Score: Raw -505389.081969 + Penalty 2765.870239 = -502623.211731
  nChanged 4
		SP:Iteration 39Q (2772.400000 sec): 3 clusters
  Score: Raw -505392.711052 + Penalty 2765.870239 = -502626.840813
  nChanged 6
		SP:Iteration 40F (2772.410000 sec): 3 clusters
  Score: Raw -505399.204244 + Penalty 2765.870239 = -502633.334005
  nChanged 10
		SP:Iteration 41Q (2772.430000 sec): 3 clusters
  Score: Raw -505404.788757 + Penalty 2765.870239 = -502638.918518
  nChanged 4
		SP:Iteration 42Q (2772.440000 sec): 3 clusters
  Score: Raw -505405.747770 + Penalty 2765.870239 = -502639.877532
  nChanged 0
		SP:Iteration 43F (2772.450000 sec): 3 clusters
  Score: Raw -505405.747770 + Penalty 2765.870239 = -502639.877532
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 17 (3150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2772.460000 sec): 2 clusters
  Score: Raw -312505.448930 + Penalty 1308.963131 = -311196.485799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2772.470000 sec): 3 clusters
  Score: Raw -310969.269473 + Penalty 2617.926263 = -308351.343210
  nChanged 1225
		SP:Iteration 1F (2772.480000 sec): 3 clusters
  Score: Raw -311784.846565 + Penalty 2617.926263 = -309166.920302
  nChanged 284
		SP:Iteration 2F (2772.490000 sec): 3 clusters
  Score: Raw -312009.626219 + Penalty 2617.926263 = -309391.699956
  nChanged 189
		SP:Iteration 3F (2772.490000 sec): 3 clusters
  Score: Raw -312164.283901 + Penalty 2617.926263 = -309546.357639
  nChanged 178
		SP:Iteration 4F (2772.500000 sec): 3 clusters
  Score: Raw -312296.871581 + Penalty 2617.926263 = -309678.945318
  nChanged 144
		SP:Iteration 5Q (2772.510000 sec): 3 clusters
  Score: Raw -312428.978412 + Penalty 2617.926263 = -309811.052149
  nChanged 151
		SP:Iteration 6Q (2772.520000 sec): 3 clusters
  Score: Raw -312574.171423 + Penalty 2617.926263 = -309956.245160
  nChanged 125
		SP:Iteration 7Q (2772.530000 sec): 3 clusters
  Score: Raw -312681.661538 + Penalty 2617.926263 = -310063.735276
  nChanged 127
		SP:Iteration 8Q (2772.530000 sec): 3 clusters
  Score: Raw -312777.991578 + Penalty 2617.926263 = -310160.065316
  nChanged 98
		SP:Iteration 9Q (2772.540000 sec): 3 clusters
  Score: Raw -312861.535409 + Penalty 2617.926263 = -310243.609146
  nChanged 80
		SP:Iteration 10Q (2772.550000 sec): 3 clusters
  Score: Raw -312929.605796 + Penalty 2617.926263 = -310311.679533
  nChanged 61
		SP:Iteration 11Q (2772.560000 sec): 3 clusters
  Score: Raw -312967.221998 + Penalty 2617.926263 = -310349.295735
  nChanged 41
		SP:Iteration 12Q (2772.570000 sec): 3 clusters
  Score: Raw -312997.193684 + Penalty 2617.926263 = -310379.267421
  nChanged 41
		SP:Iteration 13Q (2772.570000 sec): 3 clusters
  Score: Raw -313028.915528 + Penalty 2617.926263 = -310410.989266
  nChanged 35
		SP:Iteration 14Q (2772.580000 sec): 3 clusters
  Score: Raw -313056.031362 + Penalty 2617.926263 = -310438.105099
  nChanged 28
		SP:Iteration 15Q (2772.590000 sec): 3 clusters
  Score: Raw -313076.018772 + Penalty 2617.926263 = -310458.092509
  nChanged 32
		SP:Iteration 16Q (2772.590000 sec): 3 clusters
  Score: Raw -313110.219342 + Penalty 2617.926263 = -310492.293079
  nChanged 36
		SP:Iteration 17Q (2772.600000 sec): 3 clusters
  Score: Raw -313150.182077 + Penalty 2617.926263 = -310532.255814
  nChanged 31
		SP:Iteration 18Q (2772.610000 sec): 3 clusters
  Score: Raw -313182.269389 + Penalty 2617.926263 = -310564.343126
  nChanged 28
		SP:Iteration 19Q (2772.610000 sec): 3 clusters
  Score: Raw -313214.319985 + Penalty 2617.926263 = -310596.393722
  nChanged 25
		SP:Iteration 20F (2772.620000 sec): 3 clusters
  Score: Raw -313241.737323 + Penalty 2617.926263 = -310623.811061
  nChanged 21
		SP:Iteration 21Q (2772.630000 sec): 3 clusters
  Score: Raw -313265.669130 + Penalty 2617.926263 = -310647.742867
  nChanged 22
		SP:Iteration 22Q (2772.640000 sec): 3 clusters
  Score: Raw -313288.214509 + Penalty 2617.926263 = -310670.288247
  nChanged 18
		SP:Iteration 23Q (2772.640000 sec): 3 clusters
  Score: Raw -313307.407131 + Penalty 2617.926263 = -310689.480868
  nChanged 19
		SP:Iteration 24Q (2772.650000 sec): 3 clusters
  Score: Raw -313325.851325 + Penalty 2617.926263 = -310707.925062
  nChanged 16
		SP:Iteration 25Q (2772.650000 sec): 3 clusters
  Score: Raw -313337.633283 + Penalty 2617.926263 = -310719.707020
  nChanged 12
		SP:Iteration 26Q (2772.660000 sec): 3 clusters
  Score: Raw -313345.922909 + Penalty 2617.926263 = -310727.996646
  nChanged 9
		SP:Iteration 27Q (2772.670000 sec): 3 clusters
  Score: Raw -313352.641322 + Penalty 2617.926263 = -310734.715059
  nChanged 6
		SP:Iteration 28Q (2772.670000 sec): 3 clusters
  Score: Raw -313357.736085 + Penalty 2617.926263 = -310739.809822
  nChanged 7
		SP:Iteration 29Q (2772.680000 sec): 3 clusters
  Score: Raw -313361.745397 + Penalty 2617.926263 = -310743.819134
  nChanged 3
		SP:Iteration 30Q (2772.690000 sec): 3 clusters
  Score: Raw -313362.932293 + Penalty 2617.926263 = -310745.006030
  nChanged 2
		SP:Iteration 31Q (2772.690000 sec): 3 clusters
  Score: Raw -313363.635542 + Penalty 2617.926263 = -310745.709279
  nChanged 1
		SP:Iteration 32Q (2772.700000 sec): 3 clusters
  Score: Raw -313363.878303 + Penalty 2617.926263 = -310745.952040
  nChanged 0
		SP:Iteration 33F (2772.710000 sec): 3 clusters
  Score: Raw -313363.878303 + Penalty 2617.926263 = -310745.952040
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (3343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2772.720000 sec): 2 clusters
  Score: Raw -310304.314809 + Penalty 1318.626382 = -308985.688427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2772.730000 sec): 3 clusters
  Score: Raw -308674.127977 + Penalty 2637.252763 = -306036.875214
  nChanged 1296
		SP:Iteration 1F (2772.740000 sec): 3 clusters
  Score: Raw -309437.961858 + Penalty 2637.252763 = -306800.709095
  nChanged 241
		SP:Iteration 2F (2772.750000 sec): 3 clusters
  Score: Raw -309611.326931 + Penalty 2637.252763 = -306974.074168
  nChanged 197
		SP:Iteration 3F (2772.750000 sec): 3 clusters
  Score: Raw -309716.380792 + Penalty 2637.252763 = -307079.128029
  nChanged 126
		SP:Iteration 4Q (2772.760000 sec): 3 clusters
  Score: Raw -309792.218651 + Penalty 2637.252763 = -307154.965888
  nChanged 119
		SP:Iteration 5Q (2772.770000 sec): 3 clusters
  Score: Raw -309858.546113 + Penalty 2637.252763 = -307221.293350
  nChanged 98
		SP:Iteration 6Q (2772.780000 sec): 3 clusters
  Score: Raw -309902.245308 + Penalty 2637.252763 = -307264.992545
  nChanged 82
		SP:Iteration 7Q (2772.790000 sec): 3 clusters
  Score: Raw -309942.956672 + Penalty 2637.252763 = -307305.703909
  nChanged 76
		SP:Iteration 8Q (2772.800000 sec): 3 clusters
  Score: Raw -309984.634999 + Penalty 2637.252763 = -307347.382235
  nChanged 77
		SP:Iteration 9Q (2772.810000 sec): 3 clusters
  Score: Raw -310035.353144 + Penalty 2637.252763 = -307398.100381
  nChanged 78
		SP:Iteration 10Q (2772.810000 sec): 3 clusters
  Score: Raw -310085.028143 + Penalty 2637.252763 = -307447.775380
  nChanged 85
		SP:Iteration 11Q (2772.820000 sec): 3 clusters
  Score: Raw -310136.490568 + Penalty 2637.252763 = -307499.237805
  nChanged 83
		SP:Iteration 12Q (2772.830000 sec): 3 clusters
  Score: Raw -310183.274850 + Penalty 2637.252763 = -307546.022087
  nChanged 73
		SP:Iteration 13Q (2772.840000 sec): 3 clusters
  Score: Raw -310223.117735 + Penalty 2637.252763 = -307585.864972
  nChanged 66
		SP:Iteration 14Q (2772.850000 sec): 3 clusters
  Score: Raw -310263.943824 + Penalty 2637.252763 = -307626.691061
  nChanged 72
		SP:Iteration 15Q (2772.850000 sec): 3 clusters
  Score: Raw -310318.927889 + Penalty 2637.252763 = -307681.675126
  nChanged 78
		SP:Iteration 16Q (2772.860000 sec): 3 clusters
  Score: Raw -310365.499133 + Penalty 2637.252763 = -307728.246370
  nChanged 71
		SP:Iteration 17Q (2772.870000 sec): 3 clusters
  Score: Raw -310409.048888 + Penalty 2637.252763 = -307771.796125
  nChanged 58
		SP:Iteration 18Q (2772.880000 sec): 3 clusters
  Score: Raw -310445.632418 + Penalty 2637.252763 = -307808.379655
  nChanged 59
		SP:Iteration 19Q (2772.890000 sec): 3 clusters
  Score: Raw -310487.903454 + Penalty 2637.252763 = -307850.650691
  nChanged 55
		SP:Iteration 20F (2772.900000 sec): 3 clusters
  Score: Raw -310526.074141 + Penalty 2637.252763 = -307888.821378
  nChanged 48
		SP:Iteration 21Q (2772.910000 sec): 3 clusters
  Score: Raw -310555.265906 + Penalty 2637.252763 = -307918.013143
  nChanged 33
		SP:Iteration 22Q (2772.910000 sec): 3 clusters
  Score: Raw -310573.226930 + Penalty 2637.252763 = -307935.974167
  nChanged 26
		SP:Iteration 23Q (2772.920000 sec): 3 clusters
  Score: Raw -310590.894249 + Penalty 2637.252763 = -307953.641486
  nChanged 24
		SP:Iteration 24Q (2772.940000 sec): 3 clusters
  Score: Raw -310607.212814 + Penalty 2637.252763 = -307969.960051
  nChanged 19
		SP:Iteration 25Q (2772.940000 sec): 3 clusters
  Score: Raw -310619.340866 + Penalty 2637.252763 = -307982.088103
  nChanged 19
		SP:Iteration 26Q (2772.950000 sec): 3 clusters
  Score: Raw -310630.468240 + Penalty 2637.252763 = -307993.215477
  nChanged 19
		SP:Iteration 27Q (2772.960000 sec): 3 clusters
  Score: Raw -310641.463390 + Penalty 2637.252763 = -308004.210627
  nChanged 13
		SP:Iteration 28Q (2772.960000 sec): 3 clusters
  Score: Raw -310645.785027 + Penalty 2637.252763 = -308008.532263
  nChanged 13
		SP:Iteration 29Q (2772.970000 sec): 3 clusters
  Score: Raw -310651.176300 + Penalty 2637.252763 = -308013.923537
  nChanged 13
		SP:Iteration 30Q (2772.980000 sec): 3 clusters
  Score: Raw -310656.103887 + Penalty 2637.252763 = -308018.851124
  nChanged 11
		SP:Iteration 31Q (2772.990000 sec): 3 clusters
  Score: Raw -310661.809134 + Penalty 2637.252763 = -308024.556371
  nChanged 7
		SP:Iteration 32Q (2773.000000 sec): 3 clusters
  Score: Raw -310664.388001 + Penalty 2637.252763 = -308027.135238
  nChanged 7
		SP:Iteration 33Q (2773.000000 sec): 3 clusters
  Score: Raw -310666.285784 + Penalty 2637.252763 = -308029.033021
  nChanged 5
		SP:Iteration 34Q (2773.010000 sec): 3 clusters
  Score: Raw -310667.347020 + Penalty 2637.252763 = -308030.094257
  nChanged 1
		SP:Iteration 35Q (2773.020000 sec): 3 clusters
  Score: Raw -310667.641383 + Penalty 2637.252763 = -308030.388620
  nChanged 1
		SP:Iteration 36Q (2773.030000 sec): 3 clusters
  Score: Raw -310668.046806 + Penalty 2637.252763 = -308030.794043
  nChanged 0
		SP:Iteration 37F (2773.040000 sec): 3 clusters
  Score: Raw -310668.046806 + Penalty 2637.252763 = -308030.794043
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 19 (2086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2773.040000 sec): 2 clusters
  Score: Raw -199263.221727 + Penalty 1241.988091 = -198021.233636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2773.050000 sec): 3 clusters
  Score: Raw -198399.966503 + Penalty 2483.976182 = -195915.990321
  nChanged 773
		SP:Iteration 1F (2773.060000 sec): 3 clusters
  Score: Raw -198890.819548 + Penalty 2483.976182 = -196406.843366
  nChanged 150
		SP:Iteration 2F (2773.060000 sec): 3 clusters
  Score: Raw -198990.498120 + Penalty 2483.976182 = -196506.521938
  nChanged 98
		SP:Iteration 3Q (2773.060000 sec): 3 clusters
  Score: Raw -199058.712880 + Penalty 2483.976182 = -196574.736698
  nChanged 55
		SP:Iteration 4Q (2773.070000 sec): 3 clusters
  Score: Raw -199099.776193 + Penalty 2483.976182 = -196615.800012
  nChanged 53
		SP:Iteration 5Q (2773.080000 sec): 3 clusters
  Score: Raw -199134.463281 + Penalty 2483.976182 = -196650.487100
  nChanged 43
		SP:Iteration 6Q (2773.080000 sec): 3 clusters
  Score: Raw -199153.156432 + Penalty 2483.976182 = -196669.180251
  nChanged 29
		SP:Iteration 7Q (2773.080000 sec): 3 clusters
  Score: Raw -199167.720697 + Penalty 2483.976182 = -196683.744516
  nChanged 21
		SP:Iteration 8Q (2773.090000 sec): 3 clusters
  Score: Raw -199181.597421 + Penalty 2483.976182 = -196697.621240
  nChanged 30
		SP:Iteration 9Q (2773.100000 sec): 3 clusters
  Score: Raw -199199.929129 + Penalty 2483.976182 = -196715.952947
  nChanged 27
		SP:Iteration 10Q (2773.100000 sec): 3 clusters
  Score: Raw -199210.995960 + Penalty 2483.976182 = -196727.019779
  nChanged 21
		SP:Iteration 11Q (2773.110000 sec): 3 clusters
  Score: Raw -199221.498973 + Penalty 2483.976182 = -196737.522791
  nChanged 18
		SP:Iteration 12Q (2773.110000 sec): 3 clusters
  Score: Raw -199229.694154 + Penalty 2483.976182 = -196745.717972
  nChanged 20
		SP:Iteration 13Q (2773.120000 sec): 3 clusters
  Score: Raw -199244.451153 + Penalty 2483.976182 = -196760.474971
  nChanged 26
		SP:Iteration 14Q (2773.120000 sec): 3 clusters
  Score: Raw -199254.863666 + Penalty 2483.976182 = -196770.887485
  nChanged 25
		SP:Iteration 15Q (2773.130000 sec): 3 clusters
  Score: Raw -199264.768308 + Penalty 2483.976182 = -196780.792127
  nChanged 24
		SP:Iteration 16Q (2773.130000 sec): 3 clusters
  Score: Raw -199277.685930 + Penalty 2483.976182 = -196793.709748
  nChanged 22
		SP:Iteration 17Q (2773.140000 sec): 3 clusters
  Score: Raw -199290.305596 + Penalty 2483.976182 = -196806.329415
  nChanged 26
		SP:Iteration 18Q (2773.140000 sec): 3 clusters
  Score: Raw -199301.026677 + Penalty 2483.976182 = -196817.050495
  nChanged 21
		SP:Iteration 19Q (2773.150000 sec): 3 clusters
  Score: Raw -199310.227083 + Penalty 2483.976182 = -196826.250902
  nChanged 17
		SP:Iteration 20F (2773.150000 sec): 3 clusters
  Score: Raw -199318.247293 + Penalty 2483.976182 = -196834.271112
  nChanged 16
		SP:Iteration 21Q (2773.160000 sec): 3 clusters
  Score: Raw -199324.158505 + Penalty 2483.976182 = -196840.182323
  nChanged 9
		SP:Iteration 22Q (2773.160000 sec): 3 clusters
  Score: Raw -199328.659360 + Penalty 2483.976182 = -196844.683178
  nChanged 11
		SP:Iteration 23Q (2773.170000 sec): 3 clusters
  Score: Raw -199334.920686 + Penalty 2483.976182 = -196850.944504
  nChanged 9
		SP:Iteration 24Q (2773.170000 sec): 3 clusters
  Score: Raw -199340.412973 + Penalty 2483.976182 = -196856.436792
  nChanged 12
		SP:Iteration 25Q (2773.180000 sec): 3 clusters
  Score: Raw -199345.164521 + Penalty 2483.976182 = -196861.188339
  nChanged 7
		SP:Iteration 26Q (2773.180000 sec): 3 clusters
  Score: Raw -199347.400748 + Penalty 2483.976182 = -196863.424566
  nChanged 6
		SP:Iteration 27Q (2773.190000 sec): 3 clusters
  Score: Raw -199351.544257 + Penalty 2483.976182 = -196867.568075
  nChanged 11
		SP:Iteration 28Q (2773.190000 sec): 3 clusters
  Score: Raw -199355.965506 + Penalty 2483.976182 = -196871.989324
  nChanged 12
		SP:Iteration 29Q (2773.200000 sec): 3 clusters
  Score: Raw -199362.005535 + Penalty 2483.976182 = -196878.029354
  nChanged 16
		SP:Iteration 30Q (2773.200000 sec): 3 clusters
  Score: Raw -199369.137763 + Penalty 2483.976182 = -196885.161581
  nChanged 17
		SP:Iteration 31Q (2773.210000 sec): 3 clusters
  Score: Raw -199375.648516 + Penalty 2483.976182 = -196891.672335
  nChanged 10
		SP:Iteration 32Q (2773.210000 sec): 3 clusters
  Score: Raw -199380.391292 + Penalty 2483.976182 = -196896.415110
  nChanged 10
		SP:Iteration 33Q (2773.220000 sec): 3 clusters
  Score: Raw -199385.130382 + Penalty 2483.976182 = -196901.154201
  nChanged 8
		SP:Iteration 34Q (2773.220000 sec): 3 clusters
  Score: Raw -199388.455885 + Penalty 2483.976182 = -196904.479703
  nChanged 9
		SP:Iteration 35Q (2773.230000 sec): 3 clusters
  Score: Raw -199392.732665 + Penalty 2483.976182 = -196908.756483
  nChanged 11
		SP:Iteration 36Q (2773.230000 sec): 3 clusters
  Score: Raw -199397.933383 + Penalty 2483.976182 = -196913.957201
  nChanged 12
		SP:Iteration 37Q (2773.240000 sec): 3 clusters
  Score: Raw -199402.495826 + Penalty 2483.976182 = -196918.519644
  nChanged 11
		SP:Iteration 38Q (2773.240000 sec): 3 clusters
  Score: Raw -199408.274828 + Penalty 2483.976182 = -196924.298647
  nChanged 13
		SP:Iteration 39Q (2773.250000 sec): 3 clusters
  Score: Raw -199413.277082 + Penalty 2483.976182 = -196929.300901
  nChanged 12
		SP:Iteration 40F (2773.250000 sec): 3 clusters
  Score: Raw -199419.649159 + Penalty 2483.976182 = -196935.672978
  nChanged 6
		SP:Iteration 41Q (2773.260000 sec): 3 clusters
  Score: Raw -199422.848028 + Penalty 2483.976182 = -196938.871846
  nChanged 7
		SP:Iteration 42Q (2773.260000 sec): 3 clusters
  Score: Raw -199427.113602 + Penalty 2483.976182 = -196943.137420
  nChanged 5
		SP:Iteration 43Q (2773.270000 sec): 3 clusters
  Score: Raw -199429.357867 + Penalty 2483.976182 = -196945.381686
  nChanged 3
		SP:Iteration 44Q (2773.270000 sec): 3 clusters
  Score: Raw -199430.160024 + Penalty 2483.976182 = -196946.183843
  nChanged 1
		SP:Iteration 45Q (2773.280000 sec): 3 clusters
  Score: Raw -199430.685243 + Penalty 2483.976182 = -196946.709062
  nChanged 5
		SP:Iteration 46Q (2773.280000 sec): 3 clusters
  Score: Raw -199433.410636 + Penalty 2483.976182 = -196949.434455
  nChanged 6
		SP:Iteration 47Q (2773.290000 sec): 3 clusters
  Score: Raw -199434.585444 + Penalty 2483.976182 = -196950.609263
  nChanged 1
		SP:Iteration 48Q (2773.300000 sec): 3 clusters
  Score: Raw -199434.750201 + Penalty 2483.976182 = -196950.774020
  nChanged 1
		SP:Iteration 49Q (2773.300000 sec): 3 clusters
  Score: Raw -199435.169865 + Penalty 2483.976182 = -196951.193684
  nChanged 0
		SP:Iteration 50F (2773.300000 sec): 3 clusters
  Score: Raw -199435.169865 + Penalty 2483.976182 = -196951.193684
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 20 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2773.310000 sec): 2 clusters
  Score: Raw -19899.399507 + Penalty 869.676947 = -19029.722560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2773.310000 sec): 3 clusters
  Score: Raw -20006.823820 + Penalty 1739.353893 = -18267.469926
  nChanged 27
		SP:Iteration 1F (2773.310000 sec): 3 clusters
  Score: Raw -20085.292402 + Penalty 1739.353893 = -18345.938508
  nChanged 10
		SP:Iteration 2Q (2773.310000 sec): 3 clusters
  Score: Raw -20112.938838 + Penalty 1739.353893 = -18373.584944
  nChanged 3
		SP:Iteration 3Q (2773.310000 sec): 3 clusters
  Score: Raw -20126.867797 + Penalty 1739.353893 = -18387.513904
  nChanged 1
		SP:Iteration 4Q (2773.310000 sec): 3 clusters
  Score: Raw -20131.784852 + Penalty 1739.353893 = -18392.430959
  nChanged 2
		SP:Iteration 5Q (2773.310000 sec): 3 clusters
  Score: Raw -20138.965620 + Penalty 1739.353893 = -18399.611726
  nChanged 2
		SP:Iteration 6Q (2773.310000 sec): 3 clusters
  Score: Raw -20147.501351 + Penalty 1739.353893 = -18408.147457
  nChanged 3
		SP:Iteration 7Q (2773.320000 sec): 3 clusters
  Score: Raw -20154.467370 + Penalty 1739.353893 = -18415.113476
  nChanged 2
		SP:Iteration 8Q (2773.320000 sec): 3 clusters
  Score: Raw -20159.764711 + Penalty 1739.353893 = -18420.410818
  nChanged 1
		SP:Iteration 9Q (2773.320000 sec): 3 clusters
  Score: Raw -20161.152496 + Penalty 1739.353893 = -18421.798602
  nChanged 1
		SP:Iteration 10Q (2773.320000 sec): 3 clusters
  Score: Raw -20162.952452 + Penalty 1739.353893 = -18423.598558
  nChanged 0
		SP:Iteration 11F (2773.320000 sec): 3 clusters
  Score: Raw -20162.952452 + Penalty 1739.353893 = -18423.598558
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 21 (25564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2773.410000 sec): 2 clusters
  Score: Raw -2659473.050517 + Penalty 1649.202814 = -2657823.847703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2773.470000 sec): 3 clusters
  Score: Raw -2643838.271046 + Penalty 3298.405627 = -2640539.865419
  nChanged 11768
		SP:Iteration 1F (2773.540000 sec): 3 clusters
  Score: Raw -2650396.830391 + Penalty 3298.405627 = -2647098.424764
  nChanged 1369
		SP:Iteration 2F (2773.610000 sec): 3 clusters
  Score: Raw -2651013.412673 + Penalty 3298.405627 = -2647715.007046
  nChanged 1588
		SP:Iteration 3F (2773.670000 sec): 3 clusters
  Score: Raw -2652001.550775 + Penalty 3298.405627 = -2648703.145148
  nChanged 1994
		SP:Iteration 4F (2773.740000 sec): 3 clusters
  Score: Raw -2653635.169109 + Penalty 3298.405627 = -2650336.763482
  nChanged 2259
		SP:Iteration 5F (2773.810000 sec): 3 clusters
  Score: Raw -2655720.590295 + Penalty 3298.405627 = -2652422.184668
  nChanged 2046
		SP:Iteration 6F (2773.870000 sec): 3 clusters
  Score: Raw -2657348.636491 + Penalty 3298.405627 = -2654050.230864
  nChanged 1387
		SP:Iteration 7F (2773.940000 sec): 3 clusters
  Score: Raw -2658204.545722 + Penalty 3298.405627 = -2654906.140095
  nChanged 909
		SP:Iteration 8Q (2774.010000 sec): 3 clusters
  Score: Raw -2658661.446085 + Penalty 3298.405627 = -2655363.040458
  nChanged 606
		SP:Iteration 9Q (2774.080000 sec): 3 clusters
  Score: Raw -2658905.187653 + Penalty 3298.405627 = -2655606.782026
  nChanged 410
		SP:Iteration 10Q (2774.150000 sec): 3 clusters
  Score: Raw -2659028.613236 + Penalty 3298.405627 = -2655730.207609
  nChanged 283
		SP:Iteration 11Q (2774.220000 sec): 3 clusters
  Score: Raw -2659105.438458 + Penalty 3298.405627 = -2655807.032831
  nChanged 217
		SP:Iteration 12Q (2774.280000 sec): 3 clusters
  Score: Raw -2659160.634066 + Penalty 3298.405627 = -2655862.228439
  nChanged 176
		SP:Iteration 13Q (2774.350000 sec): 3 clusters
  Score: Raw -2659201.319381 + Penalty 3298.405627 = -2655902.913754
  nChanged 152
		SP:Iteration 14Q (2774.420000 sec): 3 clusters
  Score: Raw -2659237.336110 + Penalty 3298.405627 = -2655938.930483
  nChanged 140
		SP:Iteration 15Q (2774.480000 sec): 3 clusters
  Score: Raw -2659263.903449 + Penalty 3298.405627 = -2655965.497822
  nChanged 102
		SP:Iteration 16Q (2774.550000 sec): 3 clusters
  Score: Raw -2659282.777648 + Penalty 3298.405627 = -2655984.372021
  nChanged 94
		SP:Iteration 17Q (2774.610000 sec): 3 clusters
  Score: Raw -2659301.046982 + Penalty 3298.405627 = -2656002.641355
  nChanged 84
		SP:Iteration 18Q (2774.680000 sec): 3 clusters
  Score: Raw -2659317.142038 + Penalty 3298.405627 = -2656018.736411
  nChanged 78
		SP:Iteration 19Q (2774.750000 sec): 3 clusters
  Score: Raw -2659332.862451 + Penalty 3298.405627 = -2656034.456824
  nChanged 75
		SP:Iteration 20F (2774.810000 sec): 3 clusters
  Score: Raw -2659350.195712 + Penalty 3298.405627 = -2656051.790085
  nChanged 88
		SP:Iteration 21Q (2774.880000 sec): 3 clusters
  Score: Raw -2659369.587969 + Penalty 3298.405627 = -2656071.182342
  nChanged 87
		SP:Iteration 22Q (2774.950000 sec): 3 clusters
  Score: Raw -2659389.323717 + Penalty 3298.405627 = -2656090.918090
  nChanged 83
		SP:Iteration 23Q (2775.010000 sec): 3 clusters
  Score: Raw -2659409.703300 + Penalty 3298.405627 = -2656111.297673
  nChanged 74
		SP:Iteration 24Q (2775.080000 sec): 3 clusters
  Score: Raw -2659425.658024 + Penalty 3298.405627 = -2656127.252397
  nChanged 74
		SP:Iteration 25Q (2775.150000 sec): 3 clusters
  Score: Raw -2659442.309105 + Penalty 3298.405627 = -2656143.903478
  nChanged 73
		SP:Iteration 26Q (2775.210000 sec): 3 clusters
  Score: Raw -2659459.443366 + Penalty 3298.405627 = -2656161.037739
  nChanged 73
		SP:Iteration 27Q (2775.280000 sec): 3 clusters
  Score: Raw -2659480.471874 + Penalty 3298.405627 = -2656182.066247
  nChanged 73
		SP:Iteration 28Q (2775.340000 sec): 3 clusters
  Score: Raw -2659499.802618 + Penalty 3298.405627 = -2656201.396991
  nChanged 60
		SP:Iteration 29Q (2775.410000 sec): 3 clusters
  Score: Raw -2659516.488767 + Penalty 3298.405627 = -2656218.083140
  nChanged 63
		SP:Iteration 30Q (2775.480000 sec): 3 clusters
  Score: Raw -2659534.804771 + Penalty 3298.405627 = -2656236.399144
  nChanged 74
		SP:Iteration 31Q (2775.540000 sec): 3 clusters
  Score: Raw -2659564.447896 + Penalty 3298.405627 = -2656266.042269
  nChanged 76
		SP:Iteration 32Q (2775.600000 sec): 3 clusters
  Score: Raw -2659597.295195 + Penalty 3298.405627 = -2656298.889568
  nChanged 78
		SP:Iteration 33Q (2775.660000 sec): 3 clusters
  Score: Raw -2659634.246296 + Penalty 3298.405627 = -2656335.840669
  nChanged 69
		SP:Iteration 34Q (2775.720000 sec): 3 clusters
  Score: Raw -2659677.931122 + Penalty 3298.405627 = -2656379.525495
  nChanged 88
		SP:Iteration 35Q (2775.790000 sec): 3 clusters
  Score: Raw -2659725.217096 + Penalty 3298.405627 = -2656426.811469
  nChanged 91
		SP:Iteration 36Q (2775.850000 sec): 3 clusters
  Score: Raw -2659786.943974 + Penalty 3298.405627 = -2656488.538347
  nChanged 115
		SP:Iteration 37Q (2775.910000 sec): 3 clusters
  Score: Raw -2659849.331881 + Penalty 3298.405627 = -2656550.926254
  nChanged 125
		SP:Iteration 38Q (2775.960000 sec): 3 clusters
  Score: Raw -2659907.269817 + Penalty 3298.405627 = -2656608.864190
  nChanged 104
		SP:Iteration 39Q (2776.020000 sec): 3 clusters
  Score: Raw -2659952.475550 + Penalty 3298.405627 = -2656654.069923
  nChanged 81
		SP:Iteration 40F (2776.080000 sec): 3 clusters
  Score: Raw -2659981.910545 + Penalty 3298.405627 = -2656683.504918
  nChanged 71
		SP:Iteration 41Q (2776.140000 sec): 3 clusters
  Score: Raw -2660005.367743 + Penalty 3298.405627 = -2656706.962116
  nChanged 56
		SP:Iteration 42Q (2776.190000 sec): 3 clusters
  Score: Raw -2660021.734718 + Penalty 3298.405627 = -2656723.329091
  nChanged 37
		SP:Iteration 43Q (2776.240000 sec): 3 clusters
  Score: Raw -2660033.202006 + Penalty 3298.405627 = -2656734.796379
  nChanged 33
		SP:Iteration 44Q (2776.300000 sec): 3 clusters
  Score: Raw -2660042.899011 + Penalty 3298.405627 = -2656744.493384
  nChanged 26
		SP:Iteration 45Q (2776.350000 sec): 3 clusters
  Score: Raw -2660050.534455 + Penalty 3298.405627 = -2656752.128828
  nChanged 27
		SP:Iteration 46Q (2776.400000 sec): 3 clusters
  Score: Raw -2660057.292320 + Penalty 3298.405627 = -2656758.886693
  nChanged 31
		SP:Iteration 47Q (2776.450000 sec): 3 clusters
  Score: Raw -2660063.169945 + Penalty 3298.405627 = -2656764.764318
  nChanged 19
		SP:Iteration 48Q (2776.500000 sec): 3 clusters
  Score: Raw -2660066.713047 + Penalty 3298.405627 = -2656768.307420
  nChanged 13
		SP:Iteration 49Q (2776.550000 sec): 3 clusters
  Score: Raw -2660069.070197 + Penalty 3298.405627 = -2656770.664570
  nChanged 10
		SP:Iteration 50Q (2776.600000 sec): 3 clusters
  Score: Raw -2660070.844423 + Penalty 3298.405627 = -2656772.438796
  nChanged 12
		SP:Iteration 51Q (2776.660000 sec): 3 clusters
  Score: Raw -2660073.937741 + Penalty 3298.405627 = -2656775.532114
  nChanged 13
		SP:Iteration 52Q (2776.710000 sec): 3 clusters
  Score: Raw -2660075.994353 + Penalty 3298.405627 = -2656777.588726
  nChanged 7
		SP:Iteration 53Q (2776.760000 sec): 3 clusters
  Score: Raw -2660076.545804 + Penalty 3298.405627 = -2656778.140177
  nChanged 3
		SP:Iteration 54Q (2776.810000 sec): 3 clusters
  Score: Raw -2660076.921469 + Penalty 3298.405627 = -2656778.515842
  nChanged 6
		SP:Iteration 55Q (2776.860000 sec): 3 clusters
  Score: Raw -2660077.783996 + Penalty 3298.405627 = -2656779.378369
  nChanged 5
		SP:Iteration 56Q (2776.910000 sec): 3 clusters
  Score: Raw -2660078.945800 + Penalty 3298.405627 = -2656780.540173
  nChanged 7
		SP:Iteration 57Q (2776.960000 sec): 3 clusters
  Score: Raw -2660080.669292 + Penalty 3298.405627 = -2656782.263665
  nChanged 6
		SP:Iteration 58Q (2777.020000 sec): 3 clusters
  Score: Raw -2660081.562535 + Penalty 3298.405627 = -2656783.156908
  nChanged 6
		SP:Iteration 59Q (2777.070000 sec): 3 clusters
  Score: Raw -2660082.279959 + Penalty 3298.405627 = -2656783.874332
  nChanged 4
		SP:Iteration 60F (2777.140000 sec): 3 clusters
  Score: Raw -2660083.025036 + Penalty 3298.405627 = -2656784.619409
  nChanged 5
		SP:Iteration 61Q (2777.190000 sec): 3 clusters
  Score: Raw -2660083.947923 + Penalty 3298.405627 = -2656785.542296
  nChanged 2
		SP:Iteration 62Q (2777.240000 sec): 3 clusters
  Score: Raw -2660084.209653 + Penalty 3298.405627 = -2656785.804026
  nChanged 0
		SP:Iteration 63F (2777.310000 sec): 3 clusters
  Score: Raw -2660084.209653 + Penalty 3298.405627 = -2656785.804026
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (111603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2777.660000 sec): 2 clusters
  Score: Raw -11226984.029547 + Penalty 1888.689272 = -11225095.340275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2777.960000 sec): 3 clusters
  Score: Raw -11153945.428411 + Penalty 3777.378543 = -11150168.049868
  nChanged 53674
		SP:Iteration 1F (2778.250000 sec): 3 clusters
  Score: Raw -11186176.080793 + Penalty 3777.378543 = -11182398.702250
  nChanged 4518
		SP:Iteration 2Q (2778.560000 sec): 3 clusters
  Score: Raw -11187658.388481 + Penalty 3777.378543 = -11183881.009937
  nChanged 5029
		SP:Iteration 3Q (2778.860000 sec): 3 clusters
  Score: Raw -11189602.936284 + Penalty 3777.378543 = -11185825.557740
  nChanged 5613
		SP:Iteration 4F (2779.160000 sec): 3 clusters
  Score: Raw -11192252.433547 + Penalty 3777.378543 = -11188475.055003
  nChanged 6409
		SP:Iteration 5F (2779.460000 sec): 3 clusters
  Score: Raw -11195806.822191 + Penalty 3777.378543 = -11192029.443648
  nChanged 6875
		SP:Iteration 6F (2779.760000 sec): 3 clusters
  Score: Raw -11200406.459538 + Penalty 3777.378543 = -11196629.080994
  nChanged 6951
		SP:Iteration 7F (2780.060000 sec): 3 clusters
  Score: Raw -11205695.872149 + Penalty 3777.378543 = -11201918.493606
  nChanged 6359
		SP:Iteration 8F (2780.350000 sec): 3 clusters
  Score: Raw -11210937.107855 + Penalty 3777.378543 = -11207159.729312
  nChanged 5128
		SP:Iteration 9Q (2780.640000 sec): 3 clusters
  Score: Raw -11215148.833604 + Penalty 3777.378543 = -11211371.455060
  nChanged 3801
		SP:Iteration 10Q (2780.920000 sec): 3 clusters
  Score: Raw -11218099.175222 + Penalty 3777.378543 = -11214321.796678
  nChanged 2747
		SP:Iteration 11Q (2781.180000 sec): 3 clusters
  Score: Raw -11219966.827389 + Penalty 3777.378543 = -11216189.448846
  nChanged 2008
		SP:Iteration 12Q (2781.440000 sec): 3 clusters
  Score: Raw -11221241.621479 + Penalty 3777.378543 = -11217464.242936
  nChanged 1696
		SP:Iteration 13Q (2781.690000 sec): 3 clusters
  Score: Raw -11222252.756149 + Penalty 3777.378543 = -11218475.377605
  nChanged 1482
		SP:Iteration 14Q (2781.930000 sec): 3 clusters
  Score: Raw -11223164.908737 + Penalty 3777.378543 = -11219387.530194
  nChanged 1293
		SP:Iteration 15Q (2782.160000 sec): 3 clusters
  Score: Raw -11223986.971920 + Penalty 3777.378543 = -11220209.593376
  nChanged 1148
		SP:Iteration 16Q (2782.390000 sec): 3 clusters
  Score: Raw -11224713.076290 + Penalty 3777.378543 = -11220935.697747
  nChanged 938
		SP:Iteration 17Q (2782.620000 sec): 3 clusters
  Score: Raw -11225286.172781 + Penalty 3777.378543 = -11221508.794238
  nChanged 766
		SP:Iteration 18Q (2782.840000 sec): 3 clusters
  Score: Raw -11225717.580490 + Penalty 3777.378543 = -11221940.201947
  nChanged 662
		SP:Iteration 19Q (2783.060000 sec): 3 clusters
  Score: Raw -11226039.798600 + Penalty 3777.378543 = -11222262.420057
  nChanged 529
		SP:Iteration 20F (2783.350000 sec): 3 clusters
  Score: Raw -11226276.613088 + Penalty 3777.378543 = -11222499.234545
  nChanged 463
		SP:Iteration 21Q (2783.560000 sec): 3 clusters
  Score: Raw -11226461.537056 + Penalty 3777.378543 = -11222684.158513
  nChanged 359
		SP:Iteration 22Q (2783.790000 sec): 3 clusters
  Score: Raw -11226595.042938 + Penalty 3777.378543 = -11222817.664395
  nChanged 312
		SP:Iteration 23Q (2784.000000 sec): 3 clusters
  Score: Raw -11226701.001957 + Penalty 3777.378543 = -11222923.623413
  nChanged 263
		SP:Iteration 24Q (2784.220000 sec): 3 clusters
  Score: Raw -11226792.377036 + Penalty 3777.378543 = -11223014.998493
  nChanged 230
		SP:Iteration 25Q (2784.430000 sec): 3 clusters
  Score: Raw -11226866.890726 + Penalty 3777.378543 = -11223089.512183
  nChanged 211
		SP:Iteration 26Q (2784.640000 sec): 3 clusters
  Score: Raw -11226933.296687 + Penalty 3777.378543 = -11223155.918144
  nChanged 180
		SP:Iteration 27Q (2784.850000 sec): 3 clusters
  Score: Raw -11226993.053798 + Penalty 3777.378543 = -11223215.675255
  nChanged 173
		SP:Iteration 28Q (2785.060000 sec): 3 clusters
  Score: Raw -11227044.863188 + Penalty 3777.378543 = -11223267.484644
  nChanged 149
		SP:Iteration 29Q (2785.270000 sec): 3 clusters
  Score: Raw -11227089.039698 + Penalty 3777.378543 = -11223311.661155
  nChanged 124
		SP:Iteration 30Q (2785.480000 sec): 3 clusters
  Score: Raw -11227119.579423 + Penalty 3777.378543 = -11223342.200880
  nChanged 109
		SP:Iteration 31Q (2785.690000 sec): 3 clusters
  Score: Raw -11227151.423057 + Penalty 3777.378543 = -11223374.044513
  nChanged 105
		SP:Iteration 32Q (2785.900000 sec): 3 clusters
  Score: Raw -11227181.287595 + Penalty 3777.378543 = -11223403.909051
  nChanged 95
		SP:Iteration 33Q (2786.110000 sec): 3 clusters
  Score: Raw -11227207.793445 + Penalty 3777.378543 = -11223430.414902
  nChanged 81
		SP:Iteration 34Q (2786.320000 sec): 3 clusters
  Score: Raw -11227233.268171 + Penalty 3777.378543 = -11223455.889628
  nChanged 65
		SP:Iteration 35Q (2786.520000 sec): 3 clusters
  Score: Raw -11227255.024960 + Penalty 3777.378543 = -11223477.646416
  nChanged 68
		SP:Iteration 36Q (2786.730000 sec): 3 clusters
  Score: Raw -11227273.750439 + Penalty 3777.378543 = -11223496.371896
  nChanged 48
		SP:Iteration 37Q (2786.940000 sec): 3 clusters
  Score: Raw -11227285.777024 + Penalty 3777.378543 = -11223508.398481
  nChanged 38
		SP:Iteration 38Q (2787.140000 sec): 3 clusters
  Score: Raw -11227293.910169 + Penalty 3777.378543 = -11223516.531626
  nChanged 35
		SP:Iteration 39Q (2787.350000 sec): 3 clusters
  Score: Raw -11227301.493945 + Penalty 3777.378543 = -11223524.115402
  nChanged 31
		SP:Iteration 40F (2787.640000 sec): 3 clusters
  Score: Raw -11227308.772977 + Penalty 3777.378543 = -11223531.394434
  nChanged 37
		SP:Iteration 41Q (2787.850000 sec): 3 clusters
  Score: Raw -11227316.467955 + Penalty 3777.378543 = -11223539.089412
  nChanged 24
		SP:Iteration 42Q (2788.060000 sec): 3 clusters
  Score: Raw -11227320.440757 + Penalty 3777.378543 = -11223543.062213
  nChanged 19
		SP:Iteration 43Q (2788.280000 sec): 3 clusters
  Score: Raw -11227324.055010 + Penalty 3777.378543 = -11223546.676466
  nChanged 13
		SP:Iteration 44Q (2788.500000 sec): 3 clusters
  Score: Raw -11227326.880384 + Penalty 3777.378543 = -11223549.501841
  nChanged 13
		SP:Iteration 45Q (2788.700000 sec): 3 clusters
  Score: Raw -11227329.128786 + Penalty 3777.378543 = -11223551.750243
  nChanged 12
		SP:Iteration 46Q (2788.920000 sec): 3 clusters
  Score: Raw -11227330.990527 + Penalty 3777.378543 = -11223553.611983
  nChanged 10
		SP:Iteration 47Q (2789.120000 sec): 3 clusters
  Score: Raw -11227332.412574 + Penalty 3777.378543 = -11223555.034031
  nChanged 7
		SP:Iteration 48Q (2789.320000 sec): 3 clusters
  Score: Raw -11227333.501716 + Penalty 3777.378543 = -11223556.123173
  nChanged 10
		SP:Iteration 49Q (2789.520000 sec): 3 clusters
  Score: Raw -11227335.201720 + Penalty 3777.378543 = -11223557.823177
  nChanged 8
		SP:Iteration 50Q (2789.720000 sec): 3 clusters
  Score: Raw -11227336.309016 + Penalty 3777.378543 = -11223558.930473
  nChanged 6
		SP:Iteration 51Q (2789.930000 sec): 3 clusters
  Score: Raw -11227337.264472 + Penalty 3777.378543 = -11223559.885928
  nChanged 6
		SP:Iteration 52Q (2790.130000 sec): 3 clusters
  Score: Raw -11227338.481435 + Penalty 3777.378543 = -11223561.102892
  nChanged 12
		SP:Iteration 53Q (2790.340000 sec): 3 clusters
  Score: Raw -11227340.737773 + Penalty 3777.378543 = -11223563.359229
  nChanged 12
		SP:Iteration 54Q (2790.540000 sec): 3 clusters
  Score: Raw -11227343.021821 + Penalty 3777.378543 = -11223565.643278
  nChanged 6
		SP:Iteration 55Q (2790.750000 sec): 3 clusters
  Score: Raw -11227344.065687 + Penalty 3777.378543 = -11223566.687143
  nChanged 7
		SP:Iteration 56Q (2790.950000 sec): 3 clusters
  Score: Raw -11227345.094222 + Penalty 3777.378543 = -11223567.715679
  nChanged 9
		SP:Iteration 57Q (2791.160000 sec): 3 clusters
  Score: Raw -11227346.648301 + Penalty 3777.378543 = -11223569.269758
  nChanged 9
		SP:Iteration 58Q (2791.360000 sec): 3 clusters
  Score: Raw -11227348.201819 + Penalty 3777.378543 = -11223570.823276
  nChanged 11
		SP:Iteration 59Q (2791.570000 sec): 3 clusters
  Score: Raw -11227350.427350 + Penalty 3777.378543 = -11223573.048807
  nChanged 12
		SP:Iteration 60F (2791.860000 sec): 3 clusters
  Score: Raw -11227353.478170 + Penalty 3777.378543 = -11223576.099627
  nChanged 10
		SP:Iteration 61Q (2792.060000 sec): 3 clusters
  Score: Raw -11227355.250416 + Penalty 3777.378543 = -11223577.871873
  nChanged 6
		SP:Iteration 62Q (2792.270000 sec): 3 clusters
  Score: Raw -11227356.328373 + Penalty 3777.378543 = -11223578.949829
  nChanged 8
		SP:Iteration 63Q (2792.480000 sec): 3 clusters
  Score: Raw -11227357.556504 + Penalty 3777.378543 = -11223580.177960
  nChanged 5
		SP:Iteration 64Q (2792.680000 sec): 3 clusters
  Score: Raw -11227358.447374 + Penalty 3777.378543 = -11223581.068830
  nChanged 6
		SP:Iteration 65Q (2792.890000 sec): 3 clusters
  Score: Raw -11227360.277109 + Penalty 3777.378543 = -11223582.898566
  nChanged 12
		SP:Iteration 66Q (2793.110000 sec): 3 clusters
  Score: Raw -11227362.849371 + Penalty 3777.378543 = -11223585.470827
  nChanged 7
		SP:Iteration 67Q (2793.320000 sec): 3 clusters
  Score: Raw -11227364.150148 + Penalty 3777.378543 = -11223586.771605
  nChanged 7
		SP:Iteration 68Q (2793.530000 sec): 3 clusters
  Score: Raw -11227365.477346 + Penalty 3777.378543 = -11223588.098803
  nChanged 2
		SP:Iteration 69Q (2793.730000 sec): 3 clusters
  Score: Raw -11227365.735078 + Penalty 3777.378543 = -11223588.356534
  nChanged 3
		SP:Iteration 70Q (2793.940000 sec): 3 clusters
  Score: Raw -11227366.121590 + Penalty 3777.378543 = -11223588.743047
  nChanged 3
		SP:Iteration 71Q (2794.150000 sec): 3 clusters
  Score: Raw -11227366.567752 + Penalty 3777.378543 = -11223589.189208
  nChanged 3
		SP:Iteration 72Q (2794.360000 sec): 3 clusters
  Score: Raw -11227367.070741 + Penalty 3777.378543 = -11223589.692198
  nChanged 4
		SP:Iteration 73Q (2794.560000 sec): 3 clusters
  Score: Raw -11227367.885627 + Penalty 3777.378543 = -11223590.507083
  nChanged 2
		SP:Iteration 74Q (2794.760000 sec): 3 clusters
  Score: Raw -11227368.122580 + Penalty 3777.378543 = -11223590.744037
  nChanged 3
		SP:Iteration 75Q (2794.970000 sec): 3 clusters
  Score: Raw -11227368.688911 + Penalty 3777.378543 = -11223591.310368
  nChanged 2
		SP:Iteration 76Q (2795.170000 sec): 3 clusters
  Score: Raw -11227369.333798 + Penalty 3777.378543 = -11223591.955255
  nChanged 4
		SP:Iteration 77Q (2795.380000 sec): 3 clusters
  Score: Raw -11227370.427630 + Penalty 3777.378543 = -11223593.049087
  nChanged 4
		SP:Iteration 78Q (2795.590000 sec): 3 clusters
  Score: Raw -11227371.031699 + Penalty 3777.378543 = -11223593.653156
  nChanged 3
		SP:Iteration 79Q (2795.790000 sec): 3 clusters
  Score: Raw -11227371.599221 + Penalty 3777.378543 = -11223594.220677
  nChanged 1
		SP:Iteration 80F (2796.090000 sec): 3 clusters
  Score: Raw -11227371.647944 + Penalty 3777.378543 = -11223594.269400
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (11735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2796.190000 sec): 2 clusters
  Score: Raw -1209625.263595 + Penalty 1522.678805 = -1208102.584790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2796.220000 sec): 3 clusters
  Score: Raw -1202869.397260 + Penalty 3045.357610 = -1199824.039650
  nChanged 5051
		SP:Iteration 1F (2796.250000 sec): 3 clusters
  Score: Raw -1205560.406242 + Penalty 3045.357610 = -1202515.048632
  nChanged 624
		SP:Iteration 2F (2796.280000 sec): 3 clusters
  Score: Raw -1205796.133530 + Penalty 3045.357610 = -1202750.775920
  nChanged 510
		SP:Iteration 3Q (2796.310000 sec): 3 clusters
  Score: Raw -1205964.345742 + Penalty 3045.357610 = -1202918.988132
  nChanged 445
		SP:Iteration 4Q (2796.340000 sec): 3 clusters
  Score: Raw -1206113.270615 + Penalty 3045.357610 = -1203067.913005
  nChanged 385
		SP:Iteration 5Q (2796.370000 sec): 3 clusters
  Score: Raw -1206246.945717 + Penalty 3045.357610 = -1203201.588107
  nChanged 377
		SP:Iteration 6Q (2796.400000 sec): 3 clusters
  Score: Raw -1206371.459783 + Penalty 3045.357610 = -1203326.102173
  nChanged 352
		SP:Iteration 7Q (2796.430000 sec): 3 clusters
  Score: Raw -1206488.993363 + Penalty 3045.357610 = -1203443.635753
  nChanged 332
		SP:Iteration 8Q (2796.460000 sec): 3 clusters
  Score: Raw -1206598.876182 + Penalty 3045.357610 = -1203553.518572
  nChanged 310
		SP:Iteration 9Q (2796.490000 sec): 3 clusters
  Score: Raw -1206715.449536 + Penalty 3045.357610 = -1203670.091926
  nChanged 366
		SP:Iteration 10Q (2796.520000 sec): 3 clusters
  Score: Raw -1206851.487742 + Penalty 3045.357610 = -1203806.130132
  nChanged 372
		SP:Iteration 11Q (2796.550000 sec): 3 clusters
  Score: Raw -1206985.038941 + Penalty 3045.357610 = -1203939.681331
  nChanged 310
		SP:Iteration 12Q (2796.580000 sec): 3 clusters
  Score: Raw -1207115.754137 + Penalty 3045.357610 = -1204070.396527
  nChanged 324
		SP:Iteration 13Q (2796.610000 sec): 3 clusters
  Score: Raw -1207266.091896 + Penalty 3045.357610 = -1204220.734286
  nChanged 365
		SP:Iteration 14Q (2796.640000 sec): 3 clusters
  Score: Raw -1207445.616529 + Penalty 3045.357610 = -1204400.258919
  nChanged 404
		SP:Iteration 15Q (2796.670000 sec): 3 clusters
  Score: Raw -1207669.266377 + Penalty 3045.357610 = -1204623.908767
  nChanged 432
		SP:Iteration 16Q (2796.700000 sec): 3 clusters
  Score: Raw -1207917.110610 + Penalty 3045.357610 = -1204871.752999
  nChanged 433
		SP:Iteration 17Q (2796.730000 sec): 3 clusters
  Score: Raw -1208173.297209 + Penalty 3045.357610 = -1205127.939599
  nChanged 405
		SP:Iteration 18Q (2796.750000 sec): 3 clusters
  Score: Raw -1208416.293636 + Penalty 3045.357610 = -1205370.936026
  nChanged 403
		SP:Iteration 19Q (2796.780000 sec): 3 clusters
  Score: Raw -1208667.786463 + Penalty 3045.357610 = -1205622.428852
  nChanged 386
		SP:Iteration 20F (2796.810000 sec): 3 clusters
  Score: Raw -1208920.115777 + Penalty 3045.357610 = -1205874.758167
  nChanged 327
		SP:Iteration 21Q (2796.840000 sec): 3 clusters
  Score: Raw -1209138.458189 + Penalty 3045.357610 = -1206093.100579
  nChanged 272
		SP:Iteration 22Q (2796.870000 sec): 3 clusters
  Score: Raw -1209329.022579 + Penalty 3045.357610 = -1206283.664968
  nChanged 196
		SP:Iteration 23Q (2796.890000 sec): 3 clusters
  Score: Raw -1209458.409789 + Penalty 3045.357610 = -1206413.052179
  nChanged 140
		SP:Iteration 24Q (2796.910000 sec): 3 clusters
  Score: Raw -1209553.194486 + Penalty 3045.357610 = -1206507.836876
  nChanged 105
		SP:Iteration 25Q (2796.940000 sec): 3 clusters
  Score: Raw -1209620.851834 + Penalty 3045.357610 = -1206575.494224
  nChanged 78
		SP:Iteration 26Q (2796.960000 sec): 3 clusters
  Score: Raw -1209666.324659 + Penalty 3045.357610 = -1206620.967049
  nChanged 56
		SP:Iteration 27Q (2796.980000 sec): 3 clusters
  Score: Raw -1209702.015972 + Penalty 3045.357610 = -1206656.658362
  nChanged 38
		SP:Iteration 28Q (2797.000000 sec): 3 clusters
  Score: Raw -1209725.671065 + Penalty 3045.357610 = -1206680.313454
  nChanged 35
		SP:Iteration 29Q (2797.030000 sec): 3 clusters
  Score: Raw -1209752.436980 + Penalty 3045.357610 = -1206707.079370
  nChanged 25
		SP:Iteration 30Q (2797.050000 sec): 3 clusters
  Score: Raw -1209774.594684 + Penalty 3045.357610 = -1206729.237073
  nChanged 23
		SP:Iteration 31Q (2797.070000 sec): 3 clusters
  Score: Raw -1209793.017675 + Penalty 3045.357610 = -1206747.660065
  nChanged 20
		SP:Iteration 32Q (2797.090000 sec): 3 clusters
  Score: Raw -1209812.200630 + Penalty 3045.357610 = -1206766.843020
  nChanged 14
		SP:Iteration 33Q (2797.110000 sec): 3 clusters
  Score: Raw -1209826.038907 + Penalty 3045.357610 = -1206780.681297
  nChanged 11
		SP:Iteration 34Q (2797.130000 sec): 3 clusters
  Score: Raw -1209838.371443 + Penalty 3045.357610 = -1206793.013833
  nChanged 13
		SP:Iteration 35Q (2797.150000 sec): 3 clusters
  Score: Raw -1209849.831837 + Penalty 3045.357610 = -1206804.474227
  nChanged 13
		SP:Iteration 36Q (2797.170000 sec): 3 clusters
  Score: Raw -1209860.753324 + Penalty 3045.357610 = -1206815.395714
  nChanged 12
		SP:Iteration 37Q (2797.190000 sec): 3 clusters
  Score: Raw -1209872.436844 + Penalty 3045.357610 = -1206827.079234
  nChanged 7
		SP:Iteration 38Q (2797.210000 sec): 3 clusters
  Score: Raw -1209880.197277 + Penalty 3045.357610 = -1206834.839666
  nChanged 10
		SP:Iteration 39Q (2797.240000 sec): 3 clusters
  Score: Raw -1209892.380204 + Penalty 3045.357610 = -1206847.022593
  nChanged 8
		SP:Iteration 40F (2797.270000 sec): 3 clusters
  Score: Raw -1209901.794802 + Penalty 3045.357610 = -1206856.437192
  nChanged 2
		SP:Iteration 41Q (2797.290000 sec): 3 clusters
  Score: Raw -1209904.695984 + Penalty 3045.357610 = -1206859.338374
  nChanged 2
		SP:Iteration 42Q (2797.310000 sec): 3 clusters
  Score: Raw -1209905.519005 + Penalty 3045.357610 = -1206860.161395
  nChanged 0
		SP:Iteration 43F (2797.340000 sec): 3 clusters
  Score: Raw -1209905.519005 + Penalty 3045.357610 = -1206860.161395
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 24 (13028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2797.380000 sec): 2 clusters
  Score: Raw -1322707.344173 + Penalty 1539.664127 = -1321167.680046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2797.410000 sec): 3 clusters
  Score: Raw -1315196.311850 + Penalty 3079.328254 = -1312116.983596
  nChanged 5707
		SP:Iteration 1F (2797.440000 sec): 3 clusters
  Score: Raw -1318697.032907 + Penalty 3079.328254 = -1315617.704653
  nChanged 1082
		SP:Iteration 2F (2797.480000 sec): 3 clusters
  Score: Raw -1319462.945815 + Penalty 3079.328254 = -1316383.617561
  nChanged 1065
		SP:Iteration 3F (2797.510000 sec): 3 clusters
  Score: Raw -1320288.802649 + Penalty 3079.328254 = -1317209.474395
  nChanged 997
		SP:Iteration 4F (2797.540000 sec): 3 clusters
  Score: Raw -1321054.947878 + Penalty 3079.328254 = -1317975.619623
  nChanged 838
		SP:Iteration 5F (2797.570000 sec): 3 clusters
  Score: Raw -1321592.992425 + Penalty 3079.328254 = -1318513.664171
  nChanged 573
		SP:Iteration 6Q (2797.610000 sec): 3 clusters
  Score: Raw -1321871.460741 + Penalty 3079.328254 = -1318792.132487
  nChanged 387
		SP:Iteration 7Q (2797.640000 sec): 3 clusters
  Score: Raw -1322025.087330 + Penalty 3079.328254 = -1318945.759076
  nChanged 273
		SP:Iteration 8Q (2797.680000 sec): 3 clusters
  Score: Raw -1322117.812379 + Penalty 3079.328254 = -1319038.484125
  nChanged 197
		SP:Iteration 9Q (2797.710000 sec): 3 clusters
  Score: Raw -1322181.090232 + Penalty 3079.328254 = -1319101.761978
  nChanged 174
		SP:Iteration 10Q (2797.750000 sec): 3 clusters
  Score: Raw -1322232.242418 + Penalty 3079.328254 = -1319152.914164
  nChanged 134
		SP:Iteration 11Q (2797.780000 sec): 3 clusters
  Score: Raw -1322273.045010 + Penalty 3079.328254 = -1319193.716756
  nChanged 138
		SP:Iteration 12Q (2797.810000 sec): 3 clusters
  Score: Raw -1322312.298356 + Penalty 3079.328254 = -1319232.970102
  nChanged 113
		SP:Iteration 13Q (2797.850000 sec): 3 clusters
  Score: Raw -1322345.928928 + Penalty 3079.328254 = -1319266.600674
  nChanged 114
		SP:Iteration 14Q (2797.880000 sec): 3 clusters
  Score: Raw -1322381.601473 + Penalty 3079.328254 = -1319302.273219
  nChanged 110
		SP:Iteration 15Q (2797.910000 sec): 3 clusters
  Score: Raw -1322417.066815 + Penalty 3079.328254 = -1319337.738561
  nChanged 93
		SP:Iteration 16Q (2797.950000 sec): 3 clusters
  Score: Raw -1322443.142113 + Penalty 3079.328254 = -1319363.813859
  nChanged 101
		SP:Iteration 17Q (2797.980000 sec): 3 clusters
  Score: Raw -1322477.161351 + Penalty 3079.328254 = -1319397.833097
  nChanged 106
		SP:Iteration 18Q (2798.010000 sec): 3 clusters
  Score: Raw -1322511.725052 + Penalty 3079.328254 = -1319432.396798
  nChanged 86
		SP:Iteration 19Q (2798.050000 sec): 3 clusters
  Score: Raw -1322540.936813 + Penalty 3079.328254 = -1319461.608559
  nChanged 89
		SP:Iteration 20F (2798.080000 sec): 3 clusters
  Score: Raw -1322574.452619 + Penalty 3079.328254 = -1319495.124365
  nChanged 99
		SP:Iteration 21Q (2798.110000 sec): 3 clusters
  Score: Raw -1322613.726498 + Penalty 3079.328254 = -1319534.398244
  nChanged 84
		SP:Iteration 22Q (2798.150000 sec): 3 clusters
  Score: Raw -1322645.503443 + Penalty 3079.328254 = -1319566.175189
  nChanged 79
		SP:Iteration 23Q (2798.180000 sec): 3 clusters
  Score: Raw -1322675.735931 + Penalty 3079.328254 = -1319596.407677
  nChanged 72
		SP:Iteration 24Q (2798.210000 sec): 3 clusters
  Score: Raw -1322701.232495 + Penalty 3079.328254 = -1319621.904241
  nChanged 66
		SP:Iteration 25Q (2798.250000 sec): 3 clusters
  Score: Raw -1322726.091762 + Penalty 3079.328254 = -1319646.763507
  nChanged 60
		SP:Iteration 26Q (2798.280000 sec): 3 clusters
  Score: Raw -1322747.398990 + Penalty 3079.328254 = -1319668.070736
  nChanged 55
		SP:Iteration 27Q (2798.310000 sec): 3 clusters
  Score: Raw -1322770.998217 + Penalty 3079.328254 = -1319691.669963
  nChanged 60
		SP:Iteration 28Q (2798.350000 sec): 3 clusters
  Score: Raw -1322795.390828 + Penalty 3079.328254 = -1319716.062574
  nChanged 54
		SP:Iteration 29Q (2798.380000 sec): 3 clusters
  Score: Raw -1322818.471992 + Penalty 3079.328254 = -1319739.143737
  nChanged 48
		SP:Iteration 30Q (2798.410000 sec): 3 clusters
  Score: Raw -1322837.669755 + Penalty 3079.328254 = -1319758.341501
  nChanged 44
		SP:Iteration 31Q (2798.440000 sec): 3 clusters
  Score: Raw -1322853.097516 + Penalty 3079.328254 = -1319773.769262
  nChanged 33
		SP:Iteration 32Q (2798.470000 sec): 3 clusters
  Score: Raw -1322867.751210 + Penalty 3079.328254 = -1319788.422956
  nChanged 36
		SP:Iteration 33Q (2798.510000 sec): 3 clusters
  Score: Raw -1322880.907794 + Penalty 3079.328254 = -1319801.579540
  nChanged 29
		SP:Iteration 34Q (2798.540000 sec): 3 clusters
  Score: Raw -1322894.969122 + Penalty 3079.328254 = -1319815.640868
  nChanged 27
		SP:Iteration 35Q (2798.570000 sec): 3 clusters
  Score: Raw -1322909.035437 + Penalty 3079.328254 = -1319829.707183
  nChanged 19
		SP:Iteration 36Q (2798.600000 sec): 3 clusters
  Score: Raw -1322916.259867 + Penalty 3079.328254 = -1319836.931613
  nChanged 17
		SP:Iteration 37Q (2798.630000 sec): 3 clusters
  Score: Raw -1322921.422736 + Penalty 3079.328254 = -1319842.094482
  nChanged 12
		SP:Iteration 38Q (2798.670000 sec): 3 clusters
  Score: Raw -1322926.010050 + Penalty 3079.328254 = -1319846.681796
  nChanged 12
		SP:Iteration 39Q (2798.690000 sec): 3 clusters
  Score: Raw -1322932.105364 + Penalty 3079.328254 = -1319852.777110
  nChanged 12
		SP:Iteration 40F (2798.730000 sec): 3 clusters
  Score: Raw -1322936.167678 + Penalty 3079.328254 = -1319856.839424
  nChanged 11
		SP:Iteration 41Q (2798.760000 sec): 3 clusters
  Score: Raw -1322939.544886 + Penalty 3079.328254 = -1319860.216632
  nChanged 10
		SP:Iteration 42Q (2798.790000 sec): 3 clusters
  Score: Raw -1322943.934410 + Penalty 3079.328254 = -1319864.606156
  nChanged 13
		SP:Iteration 43Q (2798.820000 sec): 3 clusters
  Score: Raw -1322948.143761 + Penalty 3079.328254 = -1319868.815507
  nChanged 18
		SP:Iteration 44Q (2798.850000 sec): 3 clusters
  Score: Raw -1322954.351347 + Penalty 3079.328254 = -1319875.023092
  nChanged 11
		SP:Iteration 45Q (2798.880000 sec): 3 clusters
  Score: Raw -1322958.285045 + Penalty 3079.328254 = -1319878.956791
  nChanged 6
		SP:Iteration 46Q (2798.910000 sec): 3 clusters
  Score: Raw -1322961.787725 + Penalty 3079.328254 = -1319882.459471
  nChanged 8
		SP:Iteration 47Q (2798.940000 sec): 3 clusters
  Score: Raw -1322965.635880 + Penalty 3079.328254 = -1319886.307626
  nChanged 5
		SP:Iteration 48Q (2798.970000 sec): 3 clusters
  Score: Raw -1322967.771680 + Penalty 3079.328254 = -1319888.443426
  nChanged 4
		SP:Iteration 49Q (2799.010000 sec): 3 clusters
  Score: Raw -1322969.623587 + Penalty 3079.328254 = -1319890.295333
  nChanged 4
		SP:Iteration 50Q (2799.030000 sec): 3 clusters
  Score: Raw -1322971.405964 + Penalty 3079.328254 = -1319892.077710
  nChanged 4
		SP:Iteration 51Q (2799.070000 sec): 3 clusters
  Score: Raw -1322972.401862 + Penalty 3079.328254 = -1319893.073608
  nChanged 3
		SP:Iteration 52Q (2799.100000 sec): 3 clusters
  Score: Raw -1322973.117559 + Penalty 3079.328254 = -1319893.789305
  nChanged 3
		SP:Iteration 53Q (2799.130000 sec): 3 clusters
  Score: Raw -1322974.377594 + Penalty 3079.328254 = -1319895.049340
  nChanged 4
		SP:Iteration 54Q (2799.160000 sec): 3 clusters
  Score: Raw -1322975.746674 + Penalty 3079.328254 = -1319896.418420
  nChanged 3
		SP:Iteration 55Q (2799.190000 sec): 3 clusters
  Score: Raw -1322976.789293 + Penalty 3079.328254 = -1319897.461039
  nChanged 0
		SP:Iteration 56F (2799.220000 sec): 3 clusters
  Score: Raw -1322976.789293 + Penalty 3079.328254 = -1319897.461039
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (68240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2799.450000 sec): 2 clusters
  Score: Raw -6983048.709228 + Penalty 1808.752755 = -6981239.956474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2799.630000 sec): 3 clusters
  Score: Raw -6939300.126697 + Penalty 3617.505509 = -6935682.621188
  nChanged 32246
		SP:Iteration 1F (2799.810000 sec): 3 clusters
  Score: Raw -6957581.725013 + Penalty 3617.505509 = -6953964.219504
  nChanged 2166
		SP:Iteration 2Q (2799.990000 sec): 3 clusters
  Score: Raw -6958044.169045 + Penalty 3617.505509 = -6954426.663536
  nChanged 2096
		SP:Iteration 3Q (2800.180000 sec): 3 clusters
  Score: Raw -6958516.807797 + Penalty 3617.505509 = -6954899.302288
  nChanged 2135
		SP:Iteration 4Q (2800.360000 sec): 3 clusters
  Score: Raw -6959021.125087 + Penalty 3617.505509 = -6955403.619578
  nChanged 2259
		SP:Iteration 5Q (2800.550000 sec): 3 clusters
  Score: Raw -6959619.437950 + Penalty 3617.505509 = -6956001.932441
  nChanged 2531
		SP:Iteration 6Q (2800.730000 sec): 3 clusters
  Score: Raw -6960479.290700 + Penalty 3617.505509 = -6956861.785191
  nChanged 3231
		SP:Iteration 7Q (2800.920000 sec): 3 clusters
  Score: Raw -6961918.471815 + Penalty 3617.505509 = -6958300.966306
  nChanged 4138
		SP:Iteration 8F (2801.100000 sec): 3 clusters
  Score: Raw -6964340.820655 + Penalty 3617.505509 = -6960723.315146
  nChanged 5207
		SP:Iteration 9F (2801.290000 sec): 3 clusters
  Score: Raw -6968209.043824 + Penalty 3617.505509 = -6964591.538315
  nChanged 5542
		SP:Iteration 10F (2801.470000 sec): 3 clusters
  Score: Raw -6973161.999998 + Penalty 3617.505509 = -6969544.494488
  nChanged 5001
		SP:Iteration 11F (2801.640000 sec): 3 clusters
  Score: Raw -6978092.653214 + Penalty 3617.505509 = -6974475.147705
  nChanged 3188
		SP:Iteration 12Q (2801.820000 sec): 3 clusters
  Score: Raw -6981221.685223 + Penalty 3617.505509 = -6977604.179714
  nChanged 1386
		SP:Iteration 13Q (2801.990000 sec): 3 clusters
  Score: Raw -6982517.511596 + Penalty 3617.505509 = -6978900.006087
  nChanged 495
		SP:Iteration 14Q (2802.130000 sec): 3 clusters
  Score: Raw -6982991.708584 + Penalty 3617.505509 = -6979374.203075
  nChanged 136
		SP:Iteration 15Q (2802.270000 sec): 3 clusters
  Score: Raw -6983141.524667 + Penalty 3617.505509 = -6979524.019157
  nChanged 47
		SP:Iteration 16Q (2802.400000 sec): 3 clusters
  Score: Raw -6983200.306407 + Penalty 3617.505509 = -6979582.800898
  nChanged 26
		SP:Iteration 17Q (2802.530000 sec): 3 clusters
  Score: Raw -6983221.771371 + Penalty 3617.505509 = -6979604.265862
  nChanged 9
		SP:Iteration 18Q (2802.650000 sec): 3 clusters
  Score: Raw -6983232.338609 + Penalty 3617.505509 = -6979614.833100
  nChanged 11
		SP:Iteration 19Q (2802.780000 sec): 3 clusters
  Score: Raw -6983243.118988 + Penalty 3617.505509 = -6979625.613479
  nChanged 5
		SP:Iteration 20F (2802.960000 sec): 3 clusters
  Score: Raw -6983248.791671 + Penalty 3617.505509 = -6979631.286162
  nChanged 8
		SP:Iteration 21Q (2803.090000 sec): 3 clusters
  Score: Raw -6983257.980440 + Penalty 3617.505509 = -6979640.474931
  nChanged 5
		SP:Iteration 22Q (2803.210000 sec): 3 clusters
  Score: Raw -6983263.109625 + Penalty 3617.505509 = -6979645.604116
  nChanged 2
		SP:Iteration 23Q (2803.340000 sec): 3 clusters
  Score: Raw -6983264.781836 + Penalty 3617.505509 = -6979647.276327
  nChanged 0
		SP:Iteration 24F (2803.520000 sec): 3 clusters
  Score: Raw -6983264.781836 + Penalty 3617.505509 = -6979647.276327
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (8460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2803.590000 sec): 2 clusters
  Score: Raw -855806.968702 + Penalty 1469.504474 = -854337.464229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2803.620000 sec): 3 clusters
  Score: Raw -851084.421363 + Penalty 2939.008947 = -848145.412416
  nChanged 3603
		SP:Iteration 1F (2803.640000 sec): 3 clusters
  Score: Raw -852938.004043 + Penalty 2939.008947 = -849998.995096
  nChanged 500
		SP:Iteration 2F (2803.660000 sec): 3 clusters
  Score: Raw -853164.237591 + Penalty 2939.008947 = -850225.228643
  nChanged 461
		SP:Iteration 3F (2803.680000 sec): 3 clusters
  Score: Raw -853387.672974 + Penalty 2939.008947 = -850448.664027
  nChanged 405
		SP:Iteration 4Q (2803.710000 sec): 3 clusters
  Score: Raw -853593.980615 + Penalty 2939.008947 = -850654.971668
  nChanged 398
		SP:Iteration 5Q (2803.730000 sec): 3 clusters
  Score: Raw -853779.872863 + Penalty 2939.008947 = -850840.863916
  nChanged 358
		SP:Iteration 6Q (2803.750000 sec): 3 clusters
  Score: Raw -853968.613898 + Penalty 2939.008947 = -851029.604951
  nChanged 345
		SP:Iteration 7Q (2803.770000 sec): 3 clusters
  Score: Raw -854157.943215 + Penalty 2939.008947 = -851218.934268
  nChanged 375
		SP:Iteration 8Q (2803.790000 sec): 3 clusters
  Score: Raw -854392.414027 + Penalty 2939.008947 = -851453.405080
  nChanged 355
		SP:Iteration 9Q (2803.810000 sec): 3 clusters
  Score: Raw -854595.106655 + Penalty 2939.008947 = -851656.097708
  nChanged 337
		SP:Iteration 10Q (2803.830000 sec): 3 clusters
  Score: Raw -854775.647205 + Penalty 2939.008947 = -851836.638258
  nChanged 300
		SP:Iteration 11Q (2803.850000 sec): 3 clusters
  Score: Raw -854950.897113 + Penalty 2939.008947 = -852011.888166
  nChanged 280
		SP:Iteration 12Q (2803.870000 sec): 3 clusters
  Score: Raw -855111.115889 + Penalty 2939.008947 = -852172.106942
  nChanged 254
		SP:Iteration 13Q (2803.890000 sec): 3 clusters
  Score: Raw -855240.086999 + Penalty 2939.008947 = -852301.078052
  nChanged 215
		SP:Iteration 14Q (2803.910000 sec): 3 clusters
  Score: Raw -855357.067043 + Penalty 2939.008947 = -852418.058096
  nChanged 184
		SP:Iteration 15Q (2803.930000 sec): 3 clusters
  Score: Raw -855458.398643 + Penalty 2939.008947 = -852519.389696
  nChanged 201
		SP:Iteration 16Q (2803.950000 sec): 3 clusters
  Score: Raw -855576.122430 + Penalty 2939.008947 = -852637.113483
  nChanged 182
		SP:Iteration 17Q (2803.970000 sec): 3 clusters
  Score: Raw -855687.674122 + Penalty 2939.008947 = -852748.665175
  nChanged 168
		SP:Iteration 18Q (2803.990000 sec): 3 clusters
  Score: Raw -855777.435155 + Penalty 2939.008947 = -852838.426208
  nChanged 151
		SP:Iteration 19Q (2804.010000 sec): 3 clusters
  Score: Raw -855852.404708 + Penalty 2939.008947 = -852913.395761
  nChanged 136
		SP:Iteration 20F (2804.040000 sec): 3 clusters
  Score: Raw -855931.101759 + Penalty 2939.008947 = -852992.092812
  nChanged 142
		SP:Iteration 21Q (2804.050000 sec): 3 clusters
  Score: Raw -856024.146654 + Penalty 2939.008947 = -853085.137707
  nChanged 139
		SP:Iteration 22Q (2804.070000 sec): 3 clusters
  Score: Raw -856113.149206 + Penalty 2939.008947 = -853174.140259
  nChanged 115
		SP:Iteration 23Q (2804.090000 sec): 3 clusters
  Score: Raw -856194.160177 + Penalty 2939.008947 = -853255.151230
  nChanged 98
		SP:Iteration 24Q (2804.110000 sec): 3 clusters
  Score: Raw -856263.461680 + Penalty 2939.008947 = -853324.452733
  nChanged 69
		SP:Iteration 25Q (2804.130000 sec): 3 clusters
  Score: Raw -856301.030170 + Penalty 2939.008947 = -853362.021223
  nChanged 49
		SP:Iteration 26Q (2804.150000 sec): 3 clusters
  Score: Raw -856327.781125 + Penalty 2939.008947 = -853388.772178
  nChanged 37
		SP:Iteration 27Q (2804.170000 sec): 3 clusters
  Score: Raw -856345.374706 + Penalty 2939.008947 = -853406.365759
  nChanged 33
		SP:Iteration 28Q (2804.180000 sec): 3 clusters
  Score: Raw -856358.157980 + Penalty 2939.008947 = -853419.149033
  nChanged 30
		SP:Iteration 29Q (2804.200000 sec): 3 clusters
  Score: Raw -856372.540368 + Penalty 2939.008947 = -853433.531421
  nChanged 35
		SP:Iteration 30Q (2804.210000 sec): 3 clusters
  Score: Raw -856384.871349 + Penalty 2939.008947 = -853445.862402
  nChanged 24
		SP:Iteration 31Q (2804.230000 sec): 3 clusters
  Score: Raw -856392.478338 + Penalty 2939.008947 = -853453.469391
  nChanged 14
		SP:Iteration 32Q (2804.250000 sec): 3 clusters
  Score: Raw -856396.206248 + Penalty 2939.008947 = -853457.197301
  nChanged 12
		SP:Iteration 33Q (2804.270000 sec): 3 clusters
  Score: Raw -856400.090691 + Penalty 2939.008947 = -853461.081744
  nChanged 12
		SP:Iteration 34Q (2804.280000 sec): 3 clusters
  Score: Raw -856403.347716 + Penalty 2939.008947 = -853464.338769
  nChanged 6
		SP:Iteration 35Q (2804.300000 sec): 3 clusters
  Score: Raw -856405.193096 + Penalty 2939.008947 = -853466.184149
  nChanged 7
		SP:Iteration 36Q (2804.320000 sec): 3 clusters
  Score: Raw -856407.346727 + Penalty 2939.008947 = -853468.337780
  nChanged 5
		SP:Iteration 37Q (2804.330000 sec): 3 clusters
  Score: Raw -856408.608784 + Penalty 2939.008947 = -853469.599837
  nChanged 3
		SP:Iteration 38Q (2804.350000 sec): 3 clusters
  Score: Raw -856409.078345 + Penalty 2939.008947 = -853470.069398
  nChanged 1
		SP:Iteration 39Q (2804.370000 sec): 3 clusters
  Score: Raw -856409.200508 + Penalty 2939.008947 = -853470.191561
  nChanged 1
		SP:Iteration 40F (2804.390000 sec): 3 clusters
  Score: Raw -856409.238073 + Penalty 2939.008947 = -853470.229126
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 27 (2116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2804.400000 sec): 2 clusters
  Score: Raw -193373.083534 + Penalty 1244.308454 = -192128.775080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2804.410000 sec): 3 clusters
  Score: Raw -192501.121420 + Penalty 2488.616908 = -190012.504512
  nChanged 722
		SP:Iteration 1F (2804.410000 sec): 3 clusters
  Score: Raw -192995.637858 + Penalty 2488.616908 = -190507.020951
  nChanged 191
		SP:Iteration 2F (2804.410000 sec): 3 clusters
  Score: Raw -193177.342102 + Penalty 2488.616908 = -190688.725194
  nChanged 124
		SP:Iteration 3F (2804.420000 sec): 3 clusters
  Score: Raw -193279.359955 + Penalty 2488.616908 = -190790.743047
  nChanged 109
		SP:Iteration 4F (2804.430000 sec): 3 clusters
  Score: Raw -193377.383377 + Penalty 2488.616908 = -190888.766469
  nChanged 96
		SP:Iteration 5Q (2804.430000 sec): 3 clusters
  Score: Raw -193472.188373 + Penalty 2488.616908 = -190983.571465
  nChanged 87
		SP:Iteration 6Q (2804.440000 sec): 3 clusters
  Score: Raw -193556.607434 + Penalty 2488.616908 = -191067.990526
  nChanged 83
		SP:Iteration 7Q (2804.440000 sec): 3 clusters
  Score: Raw -193632.624797 + Penalty 2488.616908 = -191144.007890
  nChanged 76
		SP:Iteration 8Q (2804.450000 sec): 3 clusters
  Score: Raw -193698.099151 + Penalty 2488.616908 = -191209.482243
  nChanged 61
		SP:Iteration 9Q (2804.450000 sec): 3 clusters
  Score: Raw -193757.325117 + Penalty 2488.616908 = -191268.708209
  nChanged 54
		SP:Iteration 10Q (2804.460000 sec): 3 clusters
  Score: Raw -193807.523998 + Penalty 2488.616908 = -191318.907090
  nChanged 46
		SP:Iteration 11Q (2804.460000 sec): 3 clusters
  Score: Raw -193839.765057 + Penalty 2488.616908 = -191351.148149
  nChanged 34
		SP:Iteration 12Q (2804.470000 sec): 3 clusters
  Score: Raw -193865.036941 + Penalty 2488.616908 = -191376.420033
  nChanged 28
		SP:Iteration 13Q (2804.470000 sec): 3 clusters
  Score: Raw -193882.050745 + Penalty 2488.616908 = -191393.433837
  nChanged 20
		SP:Iteration 14Q (2804.480000 sec): 3 clusters
  Score: Raw -193891.617370 + Penalty 2488.616908 = -191403.000463
  nChanged 9
		SP:Iteration 15Q (2804.480000 sec): 3 clusters
  Score: Raw -193896.215782 + Penalty 2488.616908 = -191407.598874
  nChanged 5
		SP:Iteration 16Q (2804.490000 sec): 3 clusters
  Score: Raw -193899.025291 + Penalty 2488.616908 = -191410.408383
  nChanged 6
		SP:Iteration 17Q (2804.490000 sec): 3 clusters
  Score: Raw -193902.073981 + Penalty 2488.616908 = -191413.457073
  nChanged 7
		SP:Iteration 18Q (2804.500000 sec): 3 clusters
  Score: Raw -193905.698810 + Penalty 2488.616908 = -191417.081902
  nChanged 3
		SP:Iteration 19Q (2804.500000 sec): 3 clusters
  Score: Raw -193907.676316 + Penalty 2488.616908 = -191419.059409
  nChanged 5
		SP:Iteration 20F (2804.510000 sec): 3 clusters
  Score: Raw -193910.143007 + Penalty 2488.616908 = -191421.526099
  nChanged 4
		SP:Iteration 21Q (2804.510000 sec): 3 clusters
  Score: Raw -193912.477942 + Penalty 2488.616908 = -191423.861034
  nChanged 2
		SP:Iteration 22Q (2804.520000 sec): 3 clusters
  Score: Raw -193913.121230 + Penalty 2488.616908 = -191424.504322
  nChanged 3
		SP:Iteration 23Q (2804.530000 sec): 3 clusters
  Score: Raw -193914.598517 + Penalty 2488.616908 = -191425.981610
  nChanged 2
		SP:Iteration 24Q (2804.530000 sec): 3 clusters
  Score: Raw -193915.733100 + Penalty 2488.616908 = -191427.116192
  nChanged 1
		SP:Iteration 25Q (2804.530000 sec): 3 clusters
  Score: Raw -193916.073973 + Penalty 2488.616908 = -191427.457065
  nChanged 0
		SP:Iteration 26F (2804.540000 sec): 3 clusters
  Score: Raw -193916.073973 + Penalty 2488.616908 = -191427.457065
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 28 (12147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2804.580000 sec): 2 clusters
  Score: Raw -1248559.185175 + Penalty 1528.286095 = -1247030.899081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2804.610000 sec): 3 clusters
  Score: Raw -1241578.128637 + Penalty 3056.572189 = -1238521.556448
  nChanged 5325
		SP:Iteration 1F (2804.640000 sec): 3 clusters
  Score: Raw -1244399.789555 + Penalty 3056.572189 = -1241343.217366
  nChanged 653
		SP:Iteration 2F (2804.670000 sec): 3 clusters
  Score: Raw -1244671.265339 + Penalty 3056.572189 = -1241614.693150
  nChanged 618
		SP:Iteration 3F (2804.700000 sec): 3 clusters
  Score: Raw -1244942.954133 + Penalty 3056.572189 = -1241886.381944
  nChanged 579
		SP:Iteration 4Q (2804.730000 sec): 3 clusters
  Score: Raw -1245231.070547 + Penalty 3056.572189 = -1242174.498358
  nChanged 645
		SP:Iteration 5F (2804.770000 sec): 3 clusters
  Score: Raw -1245618.653398 + Penalty 3056.572189 = -1242562.081209
  nChanged 761
		SP:Iteration 6F (2804.790000 sec): 3 clusters
  Score: Raw -1246158.711377 + Penalty 3056.572189 = -1243102.139188
  nChanged 836
		SP:Iteration 7F (2804.830000 sec): 3 clusters
  Score: Raw -1246855.111117 + Penalty 3056.572189 = -1243798.538928
  nChanged 817
		SP:Iteration 8F (2804.860000 sec): 3 clusters
  Score: Raw -1247639.953223 + Penalty 3056.572189 = -1244583.381034
  nChanged 700
		SP:Iteration 9F (2804.890000 sec): 3 clusters
  Score: Raw -1248311.025226 + Penalty 3056.572189 = -1245254.453037
  nChanged 480
		SP:Iteration 10Q (2804.920000 sec): 3 clusters
  Score: Raw -1248749.460392 + Penalty 3056.572189 = -1245692.888203
  nChanged 293
		SP:Iteration 11Q (2804.950000 sec): 3 clusters
  Score: Raw -1249003.031373 + Penalty 3056.572189 = -1245946.459184
  nChanged 213
		SP:Iteration 12Q (2804.970000 sec): 3 clusters
  Score: Raw -1249147.724164 + Penalty 3056.572189 = -1246091.151975
  nChanged 137
		SP:Iteration 13Q (2805.000000 sec): 3 clusters
  Score: Raw -1249222.171140 + Penalty 3056.572189 = -1246165.598951
  nChanged 110
		SP:Iteration 14Q (2805.030000 sec): 3 clusters
  Score: Raw -1249267.469445 + Penalty 3056.572189 = -1246210.897256
  nChanged 74
		SP:Iteration 15Q (2805.050000 sec): 3 clusters
  Score: Raw -1249293.882741 + Penalty 3056.572189 = -1246237.310551
  nChanged 59
		SP:Iteration 16Q (2805.080000 sec): 3 clusters
  Score: Raw -1249312.476887 + Penalty 3056.572189 = -1246255.904698
  nChanged 40
		SP:Iteration 17Q (2805.110000 sec): 3 clusters
  Score: Raw -1249323.325214 + Penalty 3056.572189 = -1246266.753025
  nChanged 24
		SP:Iteration 18Q (2805.130000 sec): 3 clusters
  Score: Raw -1249327.843072 + Penalty 3056.572189 = -1246271.270883
  nChanged 15
		SP:Iteration 19Q (2805.160000 sec): 3 clusters
  Score: Raw -1249330.762981 + Penalty 3056.572189 = -1246274.190792
  nChanged 11
		SP:Iteration 20F (2805.190000 sec): 3 clusters
  Score: Raw -1249332.845567 + Penalty 3056.572189 = -1246276.273378
  nChanged 12
		SP:Iteration 21Q (2805.220000 sec): 3 clusters
  Score: Raw -1249335.205159 + Penalty 3056.572189 = -1246278.632970
  nChanged 12
		SP:Iteration 22Q (2805.240000 sec): 3 clusters
  Score: Raw -1249337.586942 + Penalty 3056.572189 = -1246281.014753
  nChanged 14
		SP:Iteration 23Q (2805.270000 sec): 3 clusters
  Score: Raw -1249340.529015 + Penalty 3056.572189 = -1246283.956826
  nChanged 11
		SP:Iteration 24Q (2805.290000 sec): 3 clusters
  Score: Raw -1249343.116437 + Penalty 3056.572189 = -1246286.544248
  nChanged 9
		SP:Iteration 25Q (2805.320000 sec): 3 clusters
  Score: Raw -1249344.803244 + Penalty 3056.572189 = -1246288.231055
  nChanged 11
		SP:Iteration 26Q (2805.350000 sec): 3 clusters
  Score: Raw -1249346.619171 + Penalty 3056.572189 = -1246290.046982
  nChanged 12
		SP:Iteration 27Q (2805.370000 sec): 3 clusters
  Score: Raw -1249348.771542 + Penalty 3056.572189 = -1246292.199353
  nChanged 7
		SP:Iteration 28Q (2805.400000 sec): 3 clusters
  Score: Raw -1249349.685043 + Penalty 3056.572189 = -1246293.112854
  nChanged 5
		SP:Iteration 29Q (2805.420000 sec): 3 clusters
  Score: Raw -1249350.224125 + Penalty 3056.572189 = -1246293.651936
  nChanged 2
		SP:Iteration 30Q (2805.450000 sec): 3 clusters
  Score: Raw -1249350.338047 + Penalty 3056.572189 = -1246293.765858
  nChanged 1
		SP:Iteration 31Q (2805.470000 sec): 3 clusters
  Score: Raw -1249350.410363 + Penalty 3056.572189 = -1246293.838174
  nChanged 1
		SP:Iteration 32Q (2805.500000 sec): 3 clusters
  Score: Raw -1249350.544833 + Penalty 3056.572189 = -1246293.972644
  nChanged 0
		SP:Iteration 33F (2805.530000 sec): 3 clusters
  Score: Raw -1249350.544833 + Penalty 3056.572189 = -1246293.972644
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (40921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2805.670000 sec): 2 clusters
  Score: Raw -4242269.176711 + Penalty 1725.652282 = -4240543.524429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2805.780000 sec): 3 clusters
  Score: Raw -4216712.798370 + Penalty 3451.304564 = -4213261.493806
  nChanged 19074
		SP:Iteration 1F (2805.890000 sec): 3 clusters
  Score: Raw -4227127.145957 + Penalty 3451.304564 = -4223675.841393
  nChanged 1525
		SP:Iteration 2Q (2806.000000 sec): 3 clusters
  Score: Raw -4227518.719176 + Penalty 3451.304564 = -4224067.414612
  nChanged 1500
		SP:Iteration 3Q (2806.110000 sec): 3 clusters
  Score: Raw -4227916.638440 + Penalty 3451.304564 = -4224465.333876
  nChanged 1568
		SP:Iteration 4Q (2806.220000 sec): 3 clusters
  Score: Raw -4228386.890964 + Penalty 3451.304564 = -4224935.586400
  nChanged 1680
		SP:Iteration 5Q (2806.330000 sec): 3 clusters
  Score: Raw -4228991.334402 + Penalty 3451.304564 = -4225540.029838
  nChanged 1988
		SP:Iteration 6Q (2806.440000 sec): 3 clusters
  Score: Raw -4229885.003809 + Penalty 3451.304564 = -4226433.699246
  nChanged 2470
		SP:Iteration 7F (2806.550000 sec): 3 clusters
  Score: Raw -4231267.826970 + Penalty 3451.304564 = -4227816.522406
  nChanged 2756
		SP:Iteration 8F (2806.650000 sec): 3 clusters
  Score: Raw -4233075.431574 + Penalty 3451.304564 = -4229624.127010
  nChanged 2887
		SP:Iteration 9F (2806.760000 sec): 3 clusters
  Score: Raw -4235163.205173 + Penalty 3451.304564 = -4231711.900609
  nChanged 2676
		SP:Iteration 10F (2806.870000 sec): 3 clusters
  Score: Raw -4237163.948354 + Penalty 3451.304564 = -4233712.643790
  nChanged 2108
		SP:Iteration 11F (2806.980000 sec): 3 clusters
  Score: Raw -4238730.844479 + Penalty 3451.304564 = -4235279.539915
  nChanged 1570
		SP:Iteration 12Q (2807.090000 sec): 3 clusters
  Score: Raw -4239944.224191 + Penalty 3451.304564 = -4236492.919627
  nChanged 1198
		SP:Iteration 13Q (2807.200000 sec): 3 clusters
  Score: Raw -4240901.783957 + Penalty 3451.304564 = -4237450.479393
  nChanged 834
		SP:Iteration 14Q (2807.300000 sec): 3 clusters
  Score: Raw -4241609.987280 + Penalty 3451.304564 = -4238158.682717
  nChanged 503
		SP:Iteration 15Q (2807.400000 sec): 3 clusters
  Score: Raw -4242033.558798 + Penalty 3451.304564 = -4238582.254235
  nChanged 261
		SP:Iteration 16Q (2807.490000 sec): 3 clusters
  Score: Raw -4242252.806438 + Penalty 3451.304564 = -4238801.501874
  nChanged 127
		SP:Iteration 17Q (2807.570000 sec): 3 clusters
  Score: Raw -4242345.198618 + Penalty 3451.304564 = -4238893.894054
  nChanged 78
		SP:Iteration 18Q (2807.660000 sec): 3 clusters
  Score: Raw -4242398.935411 + Penalty 3451.304564 = -4238947.630848
  nChanged 48
		SP:Iteration 19Q (2807.740000 sec): 3 clusters
  Score: Raw -4242438.724136 + Penalty 3451.304564 = -4238987.419572
  nChanged 26
		SP:Iteration 20F (2807.850000 sec): 3 clusters
  Score: Raw -4242462.053148 + Penalty 3451.304564 = -4239010.748584
  nChanged 22
		SP:Iteration 21Q (2807.930000 sec): 3 clusters
  Score: Raw -4242480.573371 + Penalty 3451.304564 = -4239029.268808
  nChanged 19
		SP:Iteration 22Q (2808.010000 sec): 3 clusters
  Score: Raw -4242495.232948 + Penalty 3451.304564 = -4239043.928384
  nChanged 15
		SP:Iteration 23Q (2808.090000 sec): 3 clusters
  Score: Raw -4242510.993869 + Penalty 3451.304564 = -4239059.689305
  nChanged 16
		SP:Iteration 24Q (2808.170000 sec): 3 clusters
  Score: Raw -4242527.799635 + Penalty 3451.304564 = -4239076.495071
  nChanged 9
		SP:Iteration 25Q (2808.250000 sec): 3 clusters
  Score: Raw -4242537.771900 + Penalty 3451.304564 = -4239086.467336
  nChanged 5
		SP:Iteration 26Q (2808.330000 sec): 3 clusters
  Score: Raw -4242541.447720 + Penalty 3451.304564 = -4239090.143156
  nChanged 5
		SP:Iteration 27Q (2808.410000 sec): 3 clusters
  Score: Raw -4242546.238410 + Penalty 3451.304564 = -4239094.933846
  nChanged 2
		SP:Iteration 28Q (2808.490000 sec): 3 clusters
  Score: Raw -4242547.174156 + Penalty 3451.304564 = -4239095.869592
  nChanged 0
		SP:Iteration 29F (2808.600000 sec): 3 clusters
  Score: Raw -4242547.174156 + Penalty 3451.304564 = -4239095.869592
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (36674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2808.710000 sec): 2 clusters
  Score: Raw -3620795.803865 + Penalty 1707.846292 = -3619087.957573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2808.810000 sec): 3 clusters
  Score: Raw -3597979.774007 + Penalty 3415.692584 = -3594564.081422
  nChanged 17026
		SP:Iteration 1F (2808.910000 sec): 3 clusters
  Score: Raw -3607563.589569 + Penalty 3415.692584 = -3604147.896984
  nChanged 1807
		SP:Iteration 2Q (2809.010000 sec): 3 clusters
  Score: Raw -3608268.154581 + Penalty 3415.692584 = -3604852.461997
  nChanged 1809
		SP:Iteration 3Q (2809.110000 sec): 3 clusters
  Score: Raw -3609076.059634 + Penalty 3415.692584 = -3605660.367050
  nChanged 1887
		SP:Iteration 4F (2809.210000 sec): 3 clusters
  Score: Raw -3610068.154684 + Penalty 3415.692584 = -3606652.462099
  nChanged 2105
		SP:Iteration 5F (2809.310000 sec): 3 clusters
  Score: Raw -3611363.019272 + Penalty 3415.692584 = -3607947.326688
  nChanged 2370
		SP:Iteration 6F (2809.410000 sec): 3 clusters
  Score: Raw -3612979.210972 + Penalty 3415.692584 = -3609563.518388
  nChanged 2496
		SP:Iteration 7F (2809.510000 sec): 3 clusters
  Score: Raw -3614868.020170 + Penalty 3415.692584 = -3611452.327586
  nChanged 2311
		SP:Iteration 8F (2809.610000 sec): 3 clusters
  Score: Raw -3616754.824087 + Penalty 3415.692584 = -3613339.131503
  nChanged 1905
		SP:Iteration 9F (2809.710000 sec): 3 clusters
  Score: Raw -3618381.331514 + Penalty 3415.692584 = -3614965.638930
  nChanged 1370
		SP:Iteration 10Q (2809.810000 sec): 3 clusters
  Score: Raw -3619456.524367 + Penalty 3415.692584 = -3616040.831782
  nChanged 924
		SP:Iteration 11Q (2809.900000 sec): 3 clusters
  Score: Raw -3620137.916570 + Penalty 3415.692584 = -3616722.223986
  nChanged 642
		SP:Iteration 12Q (2809.990000 sec): 3 clusters
  Score: Raw -3620599.939075 + Penalty 3415.692584 = -3617184.246491
  nChanged 452
		SP:Iteration 13Q (2810.070000 sec): 3 clusters
  Score: Raw -3620921.004429 + Penalty 3415.692584 = -3617505.311844
  nChanged 306
		SP:Iteration 14Q (2810.150000 sec): 3 clusters
  Score: Raw -3621138.060335 + Penalty 3415.692584 = -3617722.367751
  nChanged 220
		SP:Iteration 15Q (2810.230000 sec): 3 clusters
  Score: Raw -3621259.597964 + Penalty 3415.692584 = -3617843.905380
  nChanged 154
		SP:Iteration 16Q (2810.310000 sec): 3 clusters
  Score: Raw -3621344.927968 + Penalty 3415.692584 = -3617929.235384
  nChanged 140
		SP:Iteration 17Q (2810.390000 sec): 3 clusters
  Score: Raw -3621423.691504 + Penalty 3415.692584 = -3618007.998920
  nChanged 111
		SP:Iteration 18Q (2810.470000 sec): 3 clusters
  Score: Raw -3621480.144593 + Penalty 3415.692584 = -3618064.452009
  nChanged 96
		SP:Iteration 19Q (2810.540000 sec): 3 clusters
  Score: Raw -3621532.341073 + Penalty 3415.692584 = -3618116.648489
  nChanged 101
		SP:Iteration 20F (2810.640000 sec): 3 clusters
  Score: Raw -3621597.584799 + Penalty 3415.692584 = -3618181.892215
  nChanged 94
		SP:Iteration 21Q (2810.720000 sec): 3 clusters
  Score: Raw -3621665.966102 + Penalty 3415.692584 = -3618250.273518
  nChanged 85
		SP:Iteration 22Q (2810.800000 sec): 3 clusters
  Score: Raw -3621733.523647 + Penalty 3415.692584 = -3618317.831063
  nChanged 84
		SP:Iteration 23Q (2810.870000 sec): 3 clusters
  Score: Raw -3621817.244055 + Penalty 3415.692584 = -3618401.551471
  nChanged 61
		SP:Iteration 24Q (2810.950000 sec): 3 clusters
  Score: Raw -3621875.320644 + Penalty 3415.692584 = -3618459.628060
  nChanged 60
		SP:Iteration 25Q (2811.020000 sec): 3 clusters
  Score: Raw -3621930.367447 + Penalty 3415.692584 = -3618514.674863
  nChanged 62
		SP:Iteration 26Q (2811.090000 sec): 3 clusters
  Score: Raw -3621973.532659 + Penalty 3415.692584 = -3618557.840075
  nChanged 44
		SP:Iteration 27Q (2811.160000 sec): 3 clusters
  Score: Raw -3622000.195249 + Penalty 3415.692584 = -3618584.502665
  nChanged 36
		SP:Iteration 28Q (2811.230000 sec): 3 clusters
  Score: Raw -3622015.443852 + Penalty 3415.692584 = -3618599.751267
  nChanged 21
		SP:Iteration 29Q (2811.300000 sec): 3 clusters
  Score: Raw -3622021.607508 + Penalty 3415.692584 = -3618605.914924
  nChanged 13
		SP:Iteration 30Q (2811.370000 sec): 3 clusters
  Score: Raw -3622025.117371 + Penalty 3415.692584 = -3618609.424787
  nChanged 11
		SP:Iteration 31Q (2811.440000 sec): 3 clusters
  Score: Raw -3622027.944265 + Penalty 3415.692584 = -3618612.251681
  nChanged 7
		SP:Iteration 32Q (2811.510000 sec): 3 clusters
  Score: Raw -3622029.674059 + Penalty 3415.692584 = -3618613.981474
  nChanged 7
		SP:Iteration 33Q (2811.590000 sec): 3 clusters
  Score: Raw -3622032.101076 + Penalty 3415.692584 = -3618616.408492
  nChanged 8
		SP:Iteration 34Q (2811.660000 sec): 3 clusters
  Score: Raw -3622035.096375 + Penalty 3415.692584 = -3618619.403791
  nChanged 4
		SP:Iteration 35Q (2811.730000 sec): 3 clusters
  Score: Raw -3622036.146318 + Penalty 3415.692584 = -3618620.453733
  nChanged 4
		SP:Iteration 36Q (2811.800000 sec): 3 clusters
  Score: Raw -3622037.786857 + Penalty 3415.692584 = -3618622.094273
  nChanged 8
		SP:Iteration 37Q (2811.870000 sec): 3 clusters
  Score: Raw -3622040.807327 + Penalty 3415.692584 = -3618625.114743
  nChanged 6
		SP:Iteration 38Q (2811.950000 sec): 3 clusters
  Score: Raw -3622042.429983 + Penalty 3415.692584 = -3618626.737399
  nChanged 4
		SP:Iteration 39Q (2812.020000 sec): 3 clusters
  Score: Raw -3622043.825970 + Penalty 3415.692584 = -3618628.133386
  nChanged 5
		SP:Iteration 40F (2812.120000 sec): 3 clusters
  Score: Raw -3622045.322453 + Penalty 3415.692584 = -3618629.629869
  nChanged 3
		SP:Iteration 41Q (2812.190000 sec): 3 clusters
  Score: Raw -3622045.985558 + Penalty 3415.692584 = -3618630.292973
  nChanged 2
		SP:Iteration 42Q (2812.260000 sec): 3 clusters
  Score: Raw -3622046.613458 + Penalty 3415.692584 = -3618630.920874
  nChanged 1
		SP:Iteration 43Q (2812.330000 sec): 3 clusters
  Score: Raw -3622046.764427 + Penalty 3415.692584 = -3618631.071842
  nChanged 1
		SP:Iteration 44Q (2812.400000 sec): 3 clusters
  Score: Raw -3622047.046053 + Penalty 3415.692584 = -3618631.353469
  nChanged 1
		SP:Iteration 45Q (2812.470000 sec): 3 clusters
  Score: Raw -3622047.166271 + Penalty 3415.692584 = -3618631.473687
  nChanged 0
		SP:Iteration 46F (2812.570000 sec): 3 clusters
  Score: Raw -3622047.166271 + Penalty 3415.692584 = -3618631.473687
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 31 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2812.610000 sec): 2 clusters
  Score: Raw -352898.309477 + Penalty 1336.687755 = -351561.621722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2812.610000 sec): 3 clusters
  Score: Raw -351057.583947 + Penalty 2673.375510 = -348384.208437
  nChanged 1463
		SP:Iteration 1F (2812.630000 sec): 3 clusters
  Score: Raw -351937.903015 + Penalty 2673.375510 = -349264.527505
  nChanged 304
		SP:Iteration 2F (2812.630000 sec): 3 clusters
  Score: Raw -352175.652409 + Penalty 2673.375510 = -349502.276899
  nChanged 255
		SP:Iteration 3F (2812.650000 sec): 3 clusters
  Score: Raw -352359.103991 + Penalty 2673.375510 = -349685.728481
  nChanged 200
		SP:Iteration 4F (2812.650000 sec): 3 clusters
  Score: Raw -352503.634983 + Penalty 2673.375510 = -349830.259474
  nChanged 164
		SP:Iteration 5Q (2812.660000 sec): 3 clusters
  Score: Raw -352624.428923 + Penalty 2673.375510 = -349951.053414
  nChanged 136
		SP:Iteration 6Q (2812.670000 sec): 3 clusters
  Score: Raw -352709.503904 + Penalty 2673.375510 = -350036.128394
  nChanged 112
		SP:Iteration 7Q (2812.680000 sec): 3 clusters
  Score: Raw -352776.528985 + Penalty 2673.375510 = -350103.153476
  nChanged 107
		SP:Iteration 8Q (2812.690000 sec): 3 clusters
  Score: Raw -352839.655865 + Penalty 2673.375510 = -350166.280355
  nChanged 80
		SP:Iteration 9Q (2812.700000 sec): 3 clusters
  Score: Raw -352881.199894 + Penalty 2673.375510 = -350207.824384
  nChanged 72
		SP:Iteration 10Q (2812.710000 sec): 3 clusters
  Score: Raw -352912.391261 + Penalty 2673.375510 = -350239.015752
  nChanged 51
		SP:Iteration 11Q (2812.720000 sec): 3 clusters
  Score: Raw -352935.805366 + Penalty 2673.375510 = -350262.429856
  nChanged 42
		SP:Iteration 12Q (2812.730000 sec): 3 clusters
  Score: Raw -352950.417663 + Penalty 2673.375510 = -350277.042153
  nChanged 30
		SP:Iteration 13Q (2812.740000 sec): 3 clusters
  Score: Raw -352960.430892 + Penalty 2673.375510 = -350287.055382
  nChanged 26
		SP:Iteration 14Q (2812.750000 sec): 3 clusters
  Score: Raw -352968.175867 + Penalty 2673.375510 = -350294.800357
  nChanged 24
		SP:Iteration 15Q (2812.760000 sec): 3 clusters
  Score: Raw -352976.839113 + Penalty 2673.375510 = -350303.463603
  nChanged 21
		SP:Iteration 16Q (2812.770000 sec): 3 clusters
  Score: Raw -352984.061115 + Penalty 2673.375510 = -350310.685606
  nChanged 25
		SP:Iteration 17Q (2812.780000 sec): 3 clusters
  Score: Raw -352993.692830 + Penalty 2673.375510 = -350320.317320
  nChanged 25
		SP:Iteration 18Q (2812.790000 sec): 3 clusters
  Score: Raw -353004.042863 + Penalty 2673.375510 = -350330.667353
  nChanged 28
		SP:Iteration 19Q (2812.800000 sec): 3 clusters
  Score: Raw -353014.645160 + Penalty 2673.375510 = -350341.269651
  nChanged 25
		SP:Iteration 20F (2812.800000 sec): 3 clusters
  Score: Raw -353024.119955 + Penalty 2673.375510 = -350350.744445
  nChanged 15
		SP:Iteration 21Q (2812.810000 sec): 3 clusters
  Score: Raw -353029.337720 + Penalty 2673.375510 = -350355.962210
  nChanged 23
		SP:Iteration 22Q (2812.820000 sec): 3 clusters
  Score: Raw -353038.023648 + Penalty 2673.375510 = -350364.648138
  nChanged 13
		SP:Iteration 23Q (2812.830000 sec): 3 clusters
  Score: Raw -353041.565641 + Penalty 2673.375510 = -350368.190131
  nChanged 10
		SP:Iteration 24Q (2812.840000 sec): 3 clusters
  Score: Raw -353046.443618 + Penalty 2673.375510 = -350373.068108
  nChanged 20
		SP:Iteration 25Q (2812.850000 sec): 3 clusters
  Score: Raw -353057.966213 + Penalty 2673.375510 = -350384.590703
  nChanged 22
		SP:Iteration 26Q (2812.860000 sec): 3 clusters
  Score: Raw -353066.859329 + Penalty 2673.375510 = -350393.483819
  nChanged 16
		SP:Iteration 27Q (2812.870000 sec): 3 clusters
  Score: Raw -353073.679240 + Penalty 2673.375510 = -350400.303731
  nChanged 22
		SP:Iteration 28Q (2812.880000 sec): 3 clusters
  Score: Raw -353082.615836 + Penalty 2673.375510 = -350409.240327
  nChanged 17
		SP:Iteration 29Q (2812.890000 sec): 3 clusters
  Score: Raw -353089.242741 + Penalty 2673.375510 = -350415.867231
  nChanged 13
		SP:Iteration 30Q (2812.900000 sec): 3 clusters
  Score: Raw -353095.943076 + Penalty 2673.375510 = -350422.567566
  nChanged 16
		SP:Iteration 31Q (2812.910000 sec): 3 clusters
  Score: Raw -353102.201300 + Penalty 2673.375510 = -350428.825790
  nChanged 17
		SP:Iteration 32Q (2812.920000 sec): 3 clusters
  Score: Raw -353107.995520 + Penalty 2673.375510 = -350434.620010
  nChanged 10
		SP:Iteration 33Q (2812.930000 sec): 3 clusters
  Score: Raw -353111.227530 + Penalty 2673.375510 = -350437.852020
  nChanged 10
		SP:Iteration 34Q (2812.940000 sec): 3 clusters
  Score: Raw -353115.165811 + Penalty 2673.375510 = -350441.790302
  nChanged 9
		SP:Iteration 35Q (2812.950000 sec): 3 clusters
  Score: Raw -353117.693043 + Penalty 2673.375510 = -350444.317533
  nChanged 5
		SP:Iteration 36Q (2812.960000 sec): 3 clusters
  Score: Raw -353119.927793 + Penalty 2673.375510 = -350446.552283
  nChanged 5
		SP:Iteration 37Q (2812.970000 sec): 3 clusters
  Score: Raw -353121.984828 + Penalty 2673.375510 = -350448.609318
  nChanged 8
		SP:Iteration 38Q (2812.980000 sec): 3 clusters
  Score: Raw -353124.700517 + Penalty 2673.375510 = -350451.325007
  nChanged 9
		SP:Iteration 39Q (2812.990000 sec): 3 clusters
  Score: Raw -353127.120652 + Penalty 2673.375510 = -350453.745142
  nChanged 7
		SP:Iteration 40F (2813.000000 sec): 3 clusters
  Score: Raw -353129.747678 + Penalty 2673.375510 = -350456.372168
  nChanged 8
		SP:Iteration 41Q (2813.010000 sec): 3 clusters
  Score: Raw -353131.777402 + Penalty 2673.375510 = -350458.401892
  nChanged 6
		SP:Iteration 42Q (2813.010000 sec): 3 clusters
  Score: Raw -353133.394122 + Penalty 2673.375510 = -350460.018612
  nChanged 1
		SP:Iteration 43Q (2813.030000 sec): 3 clusters
  Score: Raw -353133.577912 + Penalty 2673.375510 = -350460.202402
  nChanged 0
		SP:Iteration 44F (2813.030000 sec): 3 clusters
  Score: Raw -353133.577912 + Penalty 2673.375510 = -350460.202402
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2813.040000 sec): 2 clusters
  Score: Raw -58337.198858 + Penalty 1067.540731 = -57269.658128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2813.040000 sec): 3 clusters
  Score: Raw -58204.198220 + Penalty 2135.081462 = -56069.116758
  nChanged 191
		SP:Iteration 1F (2813.050000 sec): 3 clusters
  Score: Raw -58424.920796 + Penalty 2135.081462 = -56289.839334
  nChanged 51
		SP:Iteration 2F (2813.050000 sec): 3 clusters
  Score: Raw -58512.591348 + Penalty 2135.081462 = -56377.509886
  nChanged 31
		SP:Iteration 3Q (2813.050000 sec): 3 clusters
  Score: Raw -58588.251138 + Penalty 2135.081462 = -56453.169676
  nChanged 28
		SP:Iteration 4Q (2813.050000 sec): 3 clusters
  Score: Raw -58641.008778 + Penalty 2135.081462 = -56505.927316
  nChanged 22
		SP:Iteration 5Q (2813.060000 sec): 3 clusters
  Score: Raw -58675.442630 + Penalty 2135.081462 = -56540.361169
  nChanged 10
		SP:Iteration 6Q (2813.060000 sec): 3 clusters
  Score: Raw -58693.718518 + Penalty 2135.081462 = -56558.637057
  nChanged 6
		SP:Iteration 7Q (2813.060000 sec): 3 clusters
  Score: Raw -58702.802709 + Penalty 2135.081462 = -56567.721247
  nChanged 5
		SP:Iteration 8Q (2813.060000 sec): 3 clusters
  Score: Raw -58714.603116 + Penalty 2135.081462 = -56579.521654
  nChanged 6
		SP:Iteration 9Q (2813.060000 sec): 3 clusters
  Score: Raw -58718.478604 + Penalty 2135.081462 = -56583.397142
  nChanged 3
		SP:Iteration 10Q (2813.070000 sec): 3 clusters
  Score: Raw -58720.517729 + Penalty 2135.081462 = -56585.436267
  nChanged 4
		SP:Iteration 11Q (2813.070000 sec): 3 clusters
  Score: Raw -58723.833062 + Penalty 2135.081462 = -56588.751600
  nChanged 3
		SP:Iteration 12Q (2813.070000 sec): 3 clusters
  Score: Raw -58725.923143 + Penalty 2135.081462 = -56590.841681
  nChanged 3
		SP:Iteration 13Q (2813.070000 sec): 3 clusters
  Score: Raw -58731.654981 + Penalty 2135.081462 = -56596.573520
  nChanged 2
		SP:Iteration 14Q (2813.080000 sec): 3 clusters
  Score: Raw -58734.290222 + Penalty 2135.081462 = -56599.208760
  nChanged 2
		SP:Iteration 15Q (2813.080000 sec): 3 clusters
  Score: Raw -58737.482766 + Penalty 2135.081462 = -56602.401304
  nChanged 2
		SP:Iteration 16Q (2813.080000 sec): 3 clusters
  Score: Raw -58744.582884 + Penalty 2135.081462 = -56609.501422
  nChanged 4
		SP:Iteration 17Q (2813.080000 sec): 3 clusters
  Score: Raw -58750.404790 + Penalty 2135.081462 = -56615.323329
  nChanged 4
		SP:Iteration 18Q (2813.080000 sec): 3 clusters
  Score: Raw -58753.139982 + Penalty 2135.081462 = -56618.058520
  nChanged 2
		SP:Iteration 19Q (2813.080000 sec): 3 clusters
  Score: Raw -58761.650568 + Penalty 2135.081462 = -56626.569106
  nChanged 3
		SP:Iteration 20F (2813.080000 sec): 3 clusters
  Score: Raw -58772.628113 + Penalty 2135.081462 = -56637.546652
  nChanged 2
		SP:Iteration 21Q (2813.080000 sec): 3 clusters
  Score: Raw -58778.332043 + Penalty 2135.081462 = -56643.250582
  nChanged 0
		SP:Iteration 22F (2813.090000 sec): 3 clusters
  Score: Raw -58778.332043 + Penalty 2135.081462 = -56643.250582
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 33 (1744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2813.100000 sec): 2 clusters
  Score: Raw -155669.583497 + Penalty 1212.889698 = -154456.693799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2813.100000 sec): 3 clusters
  Score: Raw -154983.030910 + Penalty 2425.779396 = -152557.251514
  nChanged 640
		SP:Iteration 1F (2813.100000 sec): 3 clusters
  Score: Raw -155576.222972 + Penalty 2425.779396 = -153150.443576
  nChanged 200
		SP:Iteration 2F (2813.110000 sec): 3 clusters
  Score: Raw -155925.811701 + Penalty 2425.779396 = -153500.032305
  nChanged 148
		SP:Iteration 3F (2813.110000 sec): 3 clusters
  Score: Raw -156180.712312 + Penalty 2425.779396 = -153754.932916
  nChanged 119
		SP:Iteration 4F (2813.120000 sec): 3 clusters
  Score: Raw -156351.229245 + Penalty 2425.779396 = -153925.449848
  nChanged 98
		SP:Iteration 5F (2813.120000 sec): 3 clusters
  Score: Raw -156475.095025 + Penalty 2425.779396 = -154049.315628
  nChanged 62
		SP:Iteration 6Q (2813.130000 sec): 3 clusters
  Score: Raw -156557.784409 + Penalty 2425.779396 = -154132.005013
  nChanged 54
		SP:Iteration 7Q (2813.130000 sec): 3 clusters
  Score: Raw -156615.192938 + Penalty 2425.779396 = -154189.413541
  nChanged 27
		SP:Iteration 8Q (2813.140000 sec): 3 clusters
  Score: Raw -156638.130537 + Penalty 2425.779396 = -154212.351140
  nChanged 9
		SP:Iteration 9Q (2813.140000 sec): 3 clusters
  Score: Raw -156646.248232 + Penalty 2425.779396 = -154220.468835
  nChanged 12
		SP:Iteration 10Q (2813.140000 sec): 3 clusters
  Score: Raw -156654.390764 + Penalty 2425.779396 = -154228.611368
  nChanged 3
		SP:Iteration 11Q (2813.150000 sec): 3 clusters
  Score: Raw -156656.976464 + Penalty 2425.779396 = -154231.197067
  nChanged 1
		SP:Iteration 12Q (2813.150000 sec): 3 clusters
  Score: Raw -156657.248524 + Penalty 2425.779396 = -154231.469128
  nChanged 2
		SP:Iteration 13Q (2813.160000 sec): 3 clusters
  Score: Raw -156659.222386 + Penalty 2425.779396 = -154233.442989
  nChanged 2
		SP:Iteration 14Q (2813.160000 sec): 3 clusters
  Score: Raw -156660.084126 + Penalty 2425.779396 = -154234.304729
  nChanged 3
		SP:Iteration 15Q (2813.160000 sec): 3 clusters
  Score: Raw -156666.294114 + Penalty 2425.779396 = -154240.514718
  nChanged 3
		SP:Iteration 16Q (2813.170000 sec): 3 clusters
  Score: Raw -156667.305821 + Penalty 2425.779396 = -154241.526424
  nChanged 0
		SP:Iteration 17F (2813.170000 sec): 3 clusters
  Score: Raw -156667.305821 + Penalty 2425.779396 = -154241.526424
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 34 (116109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2813.560000 sec): 2 clusters
  Score: Raw -11942477.351572 + Penalty 1895.121261 = -11940582.230311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2813.870000 sec): 3 clusters
  Score: Raw -11866585.611790 + Penalty 3790.242522 = -11862795.369268
  nChanged 55807
		SP:Iteration 1F (2814.190000 sec): 3 clusters
  Score: Raw -11899563.343770 + Penalty 3790.242522 = -11895773.101248
  nChanged 4379
		SP:Iteration 2Q (2814.520000 sec): 3 clusters
  Score: Raw -11901029.516234 + Penalty 3790.242522 = -11897239.273712
  nChanged 5828
		SP:Iteration 3F (2814.830000 sec): 3 clusters
  Score: Raw -11903796.083457 + Penalty 3790.242522 = -11900005.840935
  nChanged 8019
		SP:Iteration 4F (2815.160000 sec): 3 clusters
  Score: Raw -11909042.407327 + Penalty 3790.242522 = -11905252.164805
  nChanged 10054
		SP:Iteration 5F (2815.470000 sec): 3 clusters
  Score: Raw -11917459.945450 + Penalty 3790.242522 = -11913669.702927
  nChanged 10255
		SP:Iteration 6F (2815.780000 sec): 3 clusters
  Score: Raw -11927212.892831 + Penalty 3790.242522 = -11923422.650308
  nChanged 8049
		SP:Iteration 7F (2816.100000 sec): 3 clusters
  Score: Raw -11934940.506070 + Penalty 3790.242522 = -11931150.263548
  nChanged 4612
		SP:Iteration 8Q (2816.400000 sec): 3 clusters
  Score: Raw -11939146.607074 + Penalty 3790.242522 = -11935356.364551
  nChanged 2285
		SP:Iteration 9Q (2816.700000 sec): 3 clusters
  Score: Raw -11941157.039491 + Penalty 3790.242522 = -11937366.796969
  nChanged 972
		SP:Iteration 10Q (2816.960000 sec): 3 clusters
  Score: Raw -11942005.148559 + Penalty 3790.242522 = -11938214.906036
  nChanged 385
		SP:Iteration 11Q (2817.210000 sec): 3 clusters
  Score: Raw -11942331.692502 + Penalty 3790.242522 = -11938541.449980
  nChanged 162
		SP:Iteration 12Q (2817.440000 sec): 3 clusters
  Score: Raw -11942500.573229 + Penalty 3790.242522 = -11938710.330706
  nChanged 98
		SP:Iteration 13Q (2817.680000 sec): 3 clusters
  Score: Raw -11942602.657220 + Penalty 3790.242522 = -11938812.414697
  nChanged 43
		SP:Iteration 14Q (2817.910000 sec): 3 clusters
  Score: Raw -11942645.284431 + Penalty 3790.242522 = -11938855.041909
  nChanged 30
		SP:Iteration 15Q (2818.130000 sec): 3 clusters
  Score: Raw -11942677.862095 + Penalty 3790.242522 = -11938887.619572
  nChanged 16
		SP:Iteration 16Q (2818.360000 sec): 3 clusters
  Score: Raw -11942697.124514 + Penalty 3790.242522 = -11938906.881992
  nChanged 13
		SP:Iteration 17Q (2818.580000 sec): 3 clusters
  Score: Raw -11942707.784875 + Penalty 3790.242522 = -11938917.542353
  nChanged 10
		SP:Iteration 18Q (2818.800000 sec): 3 clusters
  Score: Raw -11942715.461880 + Penalty 3790.242522 = -11938925.219358
  nChanged 5
		SP:Iteration 19Q (2819.020000 sec): 3 clusters
  Score: Raw -11942719.272219 + Penalty 3790.242522 = -11938929.029697
  nChanged 3
		SP:Iteration 20F (2819.330000 sec): 3 clusters
  Score: Raw -11942721.681849 + Penalty 3790.242522 = -11938931.439326
  nChanged 2
		SP:Iteration 21Q (2819.560000 sec): 3 clusters
  Score: Raw -11942723.337262 + Penalty 3790.242522 = -11938933.094739
  nChanged 0
		SP:Iteration 22F (2819.860000 sec): 3 clusters
  Score: Raw -11942723.337262 + Penalty 3790.242522 = -11938933.094739
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 35 (8073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2819.950000 sec): 2 clusters
  Score: Raw -723518.697226 + Penalty 1461.895571 = -722056.801654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2819.970000 sec): 3 clusters
  Score: Raw -719021.776325 + Penalty 2923.791143 = -716097.985182
  nChanged 3463
		SP:Iteration 1F (2819.990000 sec): 3 clusters
  Score: Raw -721056.721822 + Penalty 2923.791143 = -718132.930679
  nChanged 613
		SP:Iteration 2F (2820.010000 sec): 3 clusters
  Score: Raw -721436.141583 + Penalty 2923.791143 = -718512.350440
  nChanged 520
		SP:Iteration 3F (2820.030000 sec): 3 clusters
  Score: Raw -721762.250874 + Penalty 2923.791143 = -718838.459731
  nChanged 457
		SP:Iteration 4F (2820.060000 sec): 3 clusters
  Score: Raw -722024.116336 + Penalty 2923.791143 = -719100.325193
  nChanged 423
		SP:Iteration 5F (2820.080000 sec): 3 clusters
  Score: Raw -722240.401805 + Penalty 2923.791143 = -719316.610662
  nChanged 364
		SP:Iteration 6Q (2820.100000 sec): 3 clusters
  Score: Raw -722454.546794 + Penalty 2923.791143 = -719530.755651
  nChanged 339
		SP:Iteration 7Q (2820.120000 sec): 3 clusters
  Score: Raw -722640.978473 + Penalty 2923.791143 = -719717.187330
  nChanged 287
		SP:Iteration 8Q (2820.140000 sec): 3 clusters
  Score: Raw -722779.304414 + Penalty 2923.791143 = -719855.513271
  nChanged 245
		SP:Iteration 9Q (2820.160000 sec): 3 clusters
  Score: Raw -722889.815029 + Penalty 2923.791143 = -719966.023886
  nChanged 215
		SP:Iteration 10Q (2820.180000 sec): 3 clusters
  Score: Raw -722977.669739 + Penalty 2923.791143 = -720053.878596
  nChanged 170
		SP:Iteration 11Q (2820.200000 sec): 3 clusters
  Score: Raw -723048.961849 + Penalty 2923.791143 = -720125.170706
  nChanged 175
		SP:Iteration 12Q (2820.220000 sec): 3 clusters
  Score: Raw -723116.032565 + Penalty 2923.791143 = -720192.241423
  nChanged 153
		SP:Iteration 13Q (2820.240000 sec): 3 clusters
  Score: Raw -723172.727552 + Penalty 2923.791143 = -720248.936409
  nChanged 150
		SP:Iteration 14Q (2820.260000 sec): 3 clusters
  Score: Raw -723231.657054 + Penalty 2923.791143 = -720307.865911
  nChanged 146
		SP:Iteration 15Q (2820.290000 sec): 3 clusters
  Score: Raw -723292.617741 + Penalty 2923.791143 = -720368.826598
  nChanged 133
		SP:Iteration 16Q (2820.310000 sec): 3 clusters
  Score: Raw -723342.153800 + Penalty 2923.791143 = -720418.362658
  nChanged 103
		SP:Iteration 17Q (2820.330000 sec): 3 clusters
  Score: Raw -723380.034611 + Penalty 2923.791143 = -720456.243468
  nChanged 104
		SP:Iteration 18Q (2820.350000 sec): 3 clusters
  Score: Raw -723422.744662 + Penalty 2923.791143 = -720498.953520
  nChanged 120
		SP:Iteration 19Q (2820.370000 sec): 3 clusters
  Score: Raw -723471.331047 + Penalty 2923.791143 = -720547.539905
  nChanged 123
		SP:Iteration 20F (2820.390000 sec): 3 clusters
  Score: Raw -723526.715720 + Penalty 2923.791143 = -720602.924578
  nChanged 122
		SP:Iteration 21Q (2820.410000 sec): 3 clusters
  Score: Raw -723586.790826 + Penalty 2923.791143 = -720662.999683
  nChanged 119
		SP:Iteration 22Q (2820.430000 sec): 3 clusters
  Score: Raw -723650.959502 + Penalty 2923.791143 = -720727.168359
  nChanged 110
		SP:Iteration 23Q (2820.450000 sec): 3 clusters
  Score: Raw -723712.112781 + Penalty 2923.791143 = -720788.321638
  nChanged 103
		SP:Iteration 24Q (2820.470000 sec): 3 clusters
  Score: Raw -723763.978925 + Penalty 2923.791143 = -720840.187782
  nChanged 86
		SP:Iteration 25Q (2820.490000 sec): 3 clusters
  Score: Raw -723810.502342 + Penalty 2923.791143 = -720886.711200
  nChanged 77
		SP:Iteration 26Q (2820.510000 sec): 3 clusters
  Score: Raw -723854.924347 + Penalty 2923.791143 = -720931.133204
  nChanged 59
		SP:Iteration 27Q (2820.530000 sec): 3 clusters
  Score: Raw -723889.271818 + Penalty 2923.791143 = -720965.480676
  nChanged 64
		SP:Iteration 28Q (2820.540000 sec): 3 clusters
  Score: Raw -723931.292858 + Penalty 2923.791143 = -721007.501715
  nChanged 62
		SP:Iteration 29Q (2820.560000 sec): 3 clusters
  Score: Raw -723982.267126 + Penalty 2923.791143 = -721058.475983
  nChanged 60
		SP:Iteration 30Q (2820.590000 sec): 3 clusters
  Score: Raw -724057.772036 + Penalty 2923.791143 = -721133.980893
  nChanged 58
		SP:Iteration 31Q (2820.600000 sec): 3 clusters
  Score: Raw -724096.748049 + Penalty 2923.791143 = -721172.956906
  nChanged 41
		SP:Iteration 32Q (2820.620000 sec): 3 clusters
  Score: Raw -724120.494262 + Penalty 2923.791143 = -721196.703119
  nChanged 30
		SP:Iteration 33Q (2820.640000 sec): 3 clusters
  Score: Raw -724132.287148 + Penalty 2923.791143 = -721208.496006
  nChanged 27
		SP:Iteration 34Q (2820.660000 sec): 3 clusters
  Score: Raw -724144.049639 + Penalty 2923.791143 = -721220.258496
  nChanged 20
		SP:Iteration 35Q (2820.680000 sec): 3 clusters
  Score: Raw -724153.258942 + Penalty 2923.791143 = -721229.467799
  nChanged 19
		SP:Iteration 36Q (2820.700000 sec): 3 clusters
  Score: Raw -724164.645537 + Penalty 2923.791143 = -721240.854394
  nChanged 20
		SP:Iteration 37Q (2820.710000 sec): 3 clusters
  Score: Raw -724175.621395 + Penalty 2923.791143 = -721251.830252
  nChanged 24
		SP:Iteration 38Q (2820.730000 sec): 3 clusters
  Score: Raw -724187.272168 + Penalty 2923.791143 = -721263.481025
  nChanged 20
		SP:Iteration 39Q (2820.750000 sec): 3 clusters
  Score: Raw -724195.710845 + Penalty 2923.791143 = -721271.919702
  nChanged 17
		SP:Iteration 40F (2820.770000 sec): 3 clusters
  Score: Raw -724202.919329 + Penalty 2923.791143 = -721279.128186
  nChanged 15
		SP:Iteration 41Q (2820.790000 sec): 3 clusters
  Score: Raw -724209.733448 + Penalty 2923.791143 = -721285.942305
  nChanged 17
		SP:Iteration 42Q (2820.800000 sec): 3 clusters
  Score: Raw -724220.441236 + Penalty 2923.791143 = -721296.650093
  nChanged 15
		SP:Iteration 43Q (2820.820000 sec): 3 clusters
  Score: Raw -724229.283151 + Penalty 2923.791143 = -721305.492008
  nChanged 18
		SP:Iteration 44Q (2820.840000 sec): 3 clusters
  Score: Raw -724241.768681 + Penalty 2923.791143 = -721317.977538
  nChanged 27
		SP:Iteration 45Q (2820.860000 sec): 3 clusters
  Score: Raw -724257.475584 + Penalty 2923.791143 = -721333.684441
  nChanged 23
		SP:Iteration 46Q (2820.880000 sec): 3 clusters
  Score: Raw -724271.221568 + Penalty 2923.791143 = -721347.430425
  nChanged 22
		SP:Iteration 47Q (2820.890000 sec): 3 clusters
  Score: Raw -724284.662974 + Penalty 2923.791143 = -721360.871832
  nChanged 19
		SP:Iteration 48Q (2820.910000 sec): 3 clusters
  Score: Raw -724294.505470 + Penalty 2923.791143 = -721370.714328
  nChanged 20
		SP:Iteration 49Q (2820.930000 sec): 3 clusters
  Score: Raw -724303.516323 + Penalty 2923.791143 = -721379.725180
  nChanged 14
		SP:Iteration 50Q (2820.950000 sec): 3 clusters
  Score: Raw -724310.344975 + Penalty 2923.791143 = -721386.553832
  nChanged 11
		SP:Iteration 51Q (2820.960000 sec): 3 clusters
  Score: Raw -724314.448038 + Penalty 2923.791143 = -721390.656895
  nChanged 3
		SP:Iteration 52Q (2820.980000 sec): 3 clusters
  Score: Raw -724314.943699 + Penalty 2923.791143 = -721391.152556
  nChanged 1
		SP:Iteration 53Q (2821.000000 sec): 3 clusters
  Score: Raw -724315.098827 + Penalty 2923.791143 = -721391.307685
  nChanged 2
		SP:Iteration 54Q (2821.020000 sec): 3 clusters
  Score: Raw -724315.509471 + Penalty 2923.791143 = -721391.718328
  nChanged 1
		SP:Iteration 55Q (2821.040000 sec): 3 clusters
  Score: Raw -724316.169467 + Penalty 2923.791143 = -721392.378324
  nChanged 0
		SP:Iteration 56F (2821.060000 sec): 3 clusters
  Score: Raw -724316.169467 + Penalty 2923.791143 = -721392.378324
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 36 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2821.080000 sec): 2 clusters
  Score: Raw -380508.127147 + Penalty 1336.861645 = -379171.265503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2821.080000 sec): 3 clusters
  Score: Raw -378651.743051 + Penalty 2673.723289 = -375978.019762
  nChanged 1466
		SP:Iteration 1F (2821.100000 sec): 3 clusters
  Score: Raw -379542.195345 + Penalty 2673.723289 = -376868.472055
  nChanged 269
		SP:Iteration 2F (2821.100000 sec): 3 clusters
  Score: Raw -379708.874477 + Penalty 2673.723289 = -377035.151188
  nChanged 194
		SP:Iteration 3F (2821.120000 sec): 3 clusters
  Score: Raw -379809.816273 + Penalty 2673.723289 = -377136.092984
  nChanged 143
		SP:Iteration 4Q (2821.120000 sec): 3 clusters
  Score: Raw -379906.200092 + Penalty 2673.723289 = -377232.476803
  nChanged 147
		SP:Iteration 5Q (2821.140000 sec): 3 clusters
  Score: Raw -380015.520024 + Penalty 2673.723289 = -377341.796735
  nChanged 159
		SP:Iteration 6Q (2821.140000 sec): 3 clusters
  Score: Raw -380147.417790 + Penalty 2673.723289 = -377473.694501
  nChanged 171
		SP:Iteration 7Q (2821.160000 sec): 3 clusters
  Score: Raw -380283.743694 + Penalty 2673.723289 = -377610.020404
  nChanged 148
		SP:Iteration 8Q (2821.160000 sec): 3 clusters
  Score: Raw -380411.387422 + Penalty 2673.723289 = -377737.664133
  nChanged 160
		SP:Iteration 9Q (2821.170000 sec): 3 clusters
  Score: Raw -380532.363978 + Penalty 2673.723289 = -377858.640689
  nChanged 150
		SP:Iteration 10Q (2821.180000 sec): 3 clusters
  Score: Raw -380624.785482 + Penalty 2673.723289 = -377951.062193
  nChanged 120
		SP:Iteration 11Q (2821.190000 sec): 3 clusters
  Score: Raw -380691.819937 + Penalty 2673.723289 = -378018.096648
  nChanged 87
		SP:Iteration 12Q (2821.200000 sec): 3 clusters
  Score: Raw -380743.912910 + Penalty 2673.723289 = -378070.189621
  nChanged 76
		SP:Iteration 13Q (2821.210000 sec): 3 clusters
  Score: Raw -380790.434770 + Penalty 2673.723289 = -378116.711481
  nChanged 66
		SP:Iteration 14Q (2821.220000 sec): 3 clusters
  Score: Raw -380827.485702 + Penalty 2673.723289 = -378153.762413
  nChanged 68
		SP:Iteration 15Q (2821.230000 sec): 3 clusters
  Score: Raw -380864.983860 + Penalty 2673.723289 = -378191.260571
  nChanged 44
		SP:Iteration 16Q (2821.240000 sec): 3 clusters
  Score: Raw -380885.955853 + Penalty 2673.723289 = -378212.232563
  nChanged 34
		SP:Iteration 17Q (2821.250000 sec): 3 clusters
  Score: Raw -380901.987209 + Penalty 2673.723289 = -378228.263920
  nChanged 29
		SP:Iteration 18Q (2821.260000 sec): 3 clusters
  Score: Raw -380919.865554 + Penalty 2673.723289 = -378246.142264
  nChanged 29
		SP:Iteration 19Q (2821.270000 sec): 3 clusters
  Score: Raw -380935.172849 + Penalty 2673.723289 = -378261.449560
  nChanged 26
		SP:Iteration 20F (2821.280000 sec): 3 clusters
  Score: Raw -380950.728537 + Penalty 2673.723289 = -378277.005247
  nChanged 26
		SP:Iteration 21Q (2821.290000 sec): 3 clusters
  Score: Raw -380962.621022 + Penalty 2673.723289 = -378288.897733
  nChanged 13
		SP:Iteration 22Q (2821.300000 sec): 3 clusters
  Score: Raw -380971.637925 + Penalty 2673.723289 = -378297.914635
  nChanged 19
		SP:Iteration 23Q (2821.310000 sec): 3 clusters
  Score: Raw -380981.722028 + Penalty 2673.723289 = -378307.998739
  nChanged 25
		SP:Iteration 24Q (2821.320000 sec): 3 clusters
  Score: Raw -380990.398991 + Penalty 2673.723289 = -378316.675702
  nChanged 16
		SP:Iteration 25Q (2821.330000 sec): 3 clusters
  Score: Raw -380995.382921 + Penalty 2673.723289 = -378321.659631
  nChanged 9
		SP:Iteration 26Q (2821.340000 sec): 3 clusters
  Score: Raw -380998.243577 + Penalty 2673.723289 = -378324.520287
  nChanged 7
		SP:Iteration 27Q (2821.340000 sec): 3 clusters
  Score: Raw -381000.111250 + Penalty 2673.723289 = -378326.387960
  nChanged 7
		SP:Iteration 28Q (2821.360000 sec): 3 clusters
  Score: Raw -381001.773427 + Penalty 2673.723289 = -378328.050137
  nChanged 5
		SP:Iteration 29Q (2821.360000 sec): 3 clusters
  Score: Raw -381003.061942 + Penalty 2673.723289 = -378329.338653
  nChanged 1
		SP:Iteration 30Q (2821.370000 sec): 3 clusters
  Score: Raw -381003.199796 + Penalty 2673.723289 = -378329.476506
  nChanged 0
		SP:Iteration 31F (2821.380000 sec): 3 clusters
  Score: Raw -381003.199796 + Penalty 2673.723289 = -378329.476506
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 37 (8285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2821.410000 sec): 2 clusters
  Score: Raw -769400.084772 + Penalty 1466.107814 = -767933.976958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2821.440000 sec): 3 clusters
  Score: Raw -764773.235319 + Penalty 2932.215627 = -761841.019692
  nChanged 3575
		SP:Iteration 1F (2821.460000 sec): 3 clusters
  Score: Raw -766967.346234 + Penalty 2932.215627 = -764035.130607
  nChanged 621
		SP:Iteration 2F (2821.480000 sec): 3 clusters
  Score: Raw -767411.440936 + Penalty 2932.215627 = -764479.225309
  nChanged 599
		SP:Iteration 3F (2821.500000 sec): 3 clusters
  Score: Raw -767878.863826 + Penalty 2932.215627 = -764946.648199
  nChanged 550
		SP:Iteration 4F (2821.520000 sec): 3 clusters
  Score: Raw -768308.615534 + Penalty 2932.215627 = -765376.399907
  nChanged 499
		SP:Iteration 5F (2821.540000 sec): 3 clusters
  Score: Raw -768672.001429 + Penalty 2932.215627 = -765739.785802
  nChanged 425
		SP:Iteration 6F (2821.570000 sec): 3 clusters
  Score: Raw -768934.230266 + Penalty 2932.215627 = -766002.014639
  nChanged 364
		SP:Iteration 7Q (2821.590000 sec): 3 clusters
  Score: Raw -769148.275059 + Penalty 2932.215627 = -766216.059432
  nChanged 289
		SP:Iteration 8Q (2821.610000 sec): 3 clusters
  Score: Raw -769314.344275 + Penalty 2932.215627 = -766382.128648
  nChanged 249
		SP:Iteration 9Q (2821.630000 sec): 3 clusters
  Score: Raw -769448.601315 + Penalty 2932.215627 = -766516.385688
  nChanged 212
		SP:Iteration 10Q (2821.650000 sec): 3 clusters
  Score: Raw -769552.651702 + Penalty 2932.215627 = -766620.436075
  nChanged 173
		SP:Iteration 11Q (2821.670000 sec): 3 clusters
  Score: Raw -769638.069844 + Penalty 2932.215627 = -766705.854217
  nChanged 170
		SP:Iteration 12Q (2821.700000 sec): 3 clusters
  Score: Raw -769724.359780 + Penalty 2932.215627 = -766792.144153
  nChanged 155
		SP:Iteration 13Q (2821.720000 sec): 3 clusters
  Score: Raw -769802.300037 + Penalty 2932.215627 = -766870.084410
  nChanged 141
		SP:Iteration 14Q (2821.740000 sec): 3 clusters
  Score: Raw -769879.077275 + Penalty 2932.215627 = -766946.861648
  nChanged 137
		SP:Iteration 15Q (2821.760000 sec): 3 clusters
  Score: Raw -769954.504074 + Penalty 2932.215627 = -767022.288446
  nChanged 126
		SP:Iteration 16Q (2821.780000 sec): 3 clusters
  Score: Raw -770026.140356 + Penalty 2932.215627 = -767093.924729
  nChanged 134
		SP:Iteration 17Q (2821.800000 sec): 3 clusters
  Score: Raw -770100.821241 + Penalty 2932.215627 = -767168.605614
  nChanged 105
		SP:Iteration 18Q (2821.820000 sec): 3 clusters
  Score: Raw -770142.345941 + Penalty 2932.215627 = -767210.130314
  nChanged 93
		SP:Iteration 19Q (2821.840000 sec): 3 clusters
  Score: Raw -770173.043397 + Penalty 2932.215627 = -767240.827770
  nChanged 59
		SP:Iteration 20F (2821.860000 sec): 3 clusters
  Score: Raw -770193.044989 + Penalty 2932.215627 = -767260.829362
  nChanged 60
		SP:Iteration 21Q (2821.880000 sec): 3 clusters
  Score: Raw -770217.221933 + Penalty 2932.215627 = -767285.006305
  nChanged 56
		SP:Iteration 22Q (2821.910000 sec): 3 clusters
  Score: Raw -770240.731765 + Penalty 2932.215627 = -767308.516138
  nChanged 50
		SP:Iteration 23Q (2821.930000 sec): 3 clusters
  Score: Raw -770259.432672 + Penalty 2932.215627 = -767327.217045
  nChanged 38
		SP:Iteration 24Q (2821.950000 sec): 3 clusters
  Score: Raw -770271.073860 + Penalty 2932.215627 = -767338.858232
  nChanged 27
		SP:Iteration 25Q (2821.970000 sec): 3 clusters
  Score: Raw -770276.891224 + Penalty 2932.215627 = -767344.675596
  nChanged 24
		SP:Iteration 26Q (2821.990000 sec): 3 clusters
  Score: Raw -770280.730993 + Penalty 2932.215627 = -767348.515366
  nChanged 16
		SP:Iteration 27Q (2822.010000 sec): 3 clusters
  Score: Raw -770283.096381 + Penalty 2932.215627 = -767350.880754
  nChanged 10
		SP:Iteration 28Q (2822.030000 sec): 3 clusters
  Score: Raw -770284.614985 + Penalty 2932.215627 = -767352.399357
  nChanged 10
		SP:Iteration 29Q (2822.050000 sec): 3 clusters
  Score: Raw -770285.931265 + Penalty 2932.215627 = -767353.715638
  nChanged 7
		SP:Iteration 30Q (2822.070000 sec): 3 clusters
  Score: Raw -770286.787913 + Penalty 2932.215627 = -767354.572286
  nChanged 6
		SP:Iteration 31Q (2822.090000 sec): 3 clusters
  Score: Raw -770287.536246 + Penalty 2932.215627 = -767355.320618
  nChanged 4
		SP:Iteration 32Q (2822.110000 sec): 3 clusters
  Score: Raw -770287.933802 + Penalty 2932.215627 = -767355.718175
  nChanged 3
		SP:Iteration 33Q (2822.130000 sec): 3 clusters
  Score: Raw -770288.168147 + Penalty 2932.215627 = -767355.952520
  nChanged 4
		SP:Iteration 34Q (2822.150000 sec): 3 clusters
  Score: Raw -770288.950459 + Penalty 2932.215627 = -767356.734832
  nChanged 6
		SP:Iteration 35Q (2822.160000 sec): 3 clusters
  Score: Raw -770289.823063 + Penalty 2932.215627 = -767357.607436
  nChanged 5
		SP:Iteration 36Q (2822.180000 sec): 3 clusters
  Score: Raw -770290.142880 + Penalty 2932.215627 = -767357.927253
  nChanged 1
		SP:Iteration 37Q (2822.200000 sec): 3 clusters
  Score: Raw -770290.412346 + Penalty 2932.215627 = -767358.196718
  nChanged 0
		SP:Iteration 38F (2822.230000 sec): 3 clusters
  Score: Raw -770290.412346 + Penalty 2932.215627 = -767358.196718
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 38 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2822.230000 sec): 2 clusters
  Score: Raw -16092.082611 + Penalty 843.855488 = -15248.227123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2822.230000 sec): 3 clusters
  Score: Raw -16244.039358 + Penalty 1687.710977 = -14556.328381
  nChanged 24
		SP:Iteration 1F (2822.230000 sec): 3 clusters
  Score: Raw -16314.598444 + Penalty 1687.710977 = -14626.887467
  nChanged 7
		SP:Iteration 2Q (2822.230000 sec): 3 clusters
  Score: Raw -16333.489815 + Penalty 1687.710977 = -14645.778838
  nChanged 2
		SP:Iteration 3Q (2822.230000 sec): 3 clusters
  Score: Raw -16336.610343 + Penalty 1687.710977 = -14648.899366
  nChanged 2
		SP:Iteration 4Q (2822.230000 sec): 3 clusters
  Score: Raw -16342.973519 + Penalty 1687.710977 = -14655.262542
  nChanged 1
		SP:Iteration 5Q (2822.240000 sec): 3 clusters
  Score: Raw -16347.935990 + Penalty 1687.710977 = -14660.225013
  nChanged 4
		SP:Iteration 6Q (2822.240000 sec): 3 clusters
  Score: Raw -16361.974477 + Penalty 1687.710977 = -14674.263501
  nChanged 3
		SP:Iteration 7Q (2822.240000 sec): 3 clusters
  Score: Raw -16373.593842 + Penalty 1687.710977 = -14685.882866
  nChanged 5
		SP:Iteration 8Q (2822.240000 sec): 3 clusters
  Score: Raw -16395.431517 + Penalty 1687.710977 = -14707.720541
  nChanged 4
		SP:Iteration 9Q (2822.240000 sec): 3 clusters
  Score: Raw -16419.957442 + Penalty 1687.710977 = -14732.246466
  nChanged 2
		SP:Iteration 10Q (2822.240000 sec): 3 clusters
  Score: Raw -16436.447025 + Penalty 1687.710977 = -14748.736049
  nChanged 1
		SP:Iteration 11Q (2822.240000 sec): 3 clusters
  Score: Raw -16439.655556 + Penalty 1687.710977 = -14751.944580
  nChanged 0
		SP:Iteration 12F (2822.240000 sec): 3 clusters
  Score: Raw -16439.686015 + Penalty 1687.710977 = -14751.975038
  nChanged 1
		SP:Iteration 13Q (2822.240000 sec): 3 clusters
  Score: Raw -16498.991068 + Penalty 1687.710977 = -14811.280091
  nChanged 0
		SP:Iteration 14F (2822.240000 sec): 3 clusters
  Score: Raw -16498.991068 + Penalty 1687.710977 = -14811.280091
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 39 (46456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2822.410000 sec): 2 clusters
  Score: Raw -4762079.941427 + Penalty 1746.267397 = -4760333.674030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2822.540000 sec): 3 clusters
  Score: Raw -4732759.883416 + Penalty 3492.534795 = -4729267.348621
  nChanged 21597
		SP:Iteration 1F (2822.670000 sec): 3 clusters
  Score: Raw -4745221.378079 + Penalty 3492.534795 = -4741728.843284
  nChanged 2008
		SP:Iteration 2Q (2822.790000 sec): 3 clusters
  Score: Raw -4745995.499078 + Penalty 3492.534795 = -4742502.964283
  nChanged 2208
		SP:Iteration 3Q (2822.930000 sec): 3 clusters
  Score: Raw -4746981.617028 + Penalty 3492.534795 = -4743489.082234
  nChanged 2537
		SP:Iteration 4F (2823.060000 sec): 3 clusters
  Score: Raw -4748244.126475 + Penalty 3492.534795 = -4744751.591681
  nChanged 2871
		SP:Iteration 5F (2823.180000 sec): 3 clusters
  Score: Raw -4749828.629451 + Penalty 3492.534795 = -4746336.094656
  nChanged 3122
		SP:Iteration 6F (2823.310000 sec): 3 clusters
  Score: Raw -4751765.700113 + Penalty 3492.534795 = -4748273.165318
  nChanged 3101
		SP:Iteration 7F (2823.430000 sec): 3 clusters
  Score: Raw -4753851.306439 + Penalty 3492.534795 = -4750358.771644
  nChanged 2712
		SP:Iteration 8F (2823.550000 sec): 3 clusters
  Score: Raw -4755846.339192 + Penalty 3492.534795 = -4752353.804397
  nChanged 2238
		SP:Iteration 9Q (2823.670000 sec): 3 clusters
  Score: Raw -4757657.882170 + Penalty 3492.534795 = -4754165.347375
  nChanged 1687
		SP:Iteration 10Q (2823.790000 sec): 3 clusters
  Score: Raw -4758947.494335 + Penalty 3492.534795 = -4755454.959540
  nChanged 1245
		SP:Iteration 11Q (2823.910000 sec): 3 clusters
  Score: Raw -4759781.710359 + Penalty 3492.534795 = -4756289.175565
  nChanged 984
		SP:Iteration 12Q (2824.020000 sec): 3 clusters
  Score: Raw -4760362.851015 + Penalty 3492.534795 = -4756870.316220
  nChanged 857
		SP:Iteration 13Q (2824.130000 sec): 3 clusters
  Score: Raw -4760838.435080 + Penalty 3492.534795 = -4757345.900285
  nChanged 722
		SP:Iteration 14Q (2824.240000 sec): 3 clusters
  Score: Raw -4761220.918563 + Penalty 3492.534795 = -4757728.383768
  nChanged 587
		SP:Iteration 15Q (2824.350000 sec): 3 clusters
  Score: Raw -4761525.782711 + Penalty 3492.534795 = -4758033.247916
  nChanged 500
		SP:Iteration 16Q (2824.450000 sec): 3 clusters
  Score: Raw -4761764.815292 + Penalty 3492.534795 = -4758272.280497
  nChanged 452
		SP:Iteration 17Q (2824.550000 sec): 3 clusters
  Score: Raw -4761976.332402 + Penalty 3492.534795 = -4758483.797608
  nChanged 376
		SP:Iteration 18Q (2824.650000 sec): 3 clusters
  Score: Raw -4762160.340284 + Penalty 3492.534795 = -4758667.805489
  nChanged 330
		SP:Iteration 19Q (2824.740000 sec): 3 clusters
  Score: Raw -4762326.932646 + Penalty 3492.534795 = -4758834.397851
  nChanged 290
		SP:Iteration 20F (2824.870000 sec): 3 clusters
  Score: Raw -4762463.631334 + Penalty 3492.534795 = -4758971.096540
  nChanged 243
		SP:Iteration 21Q (2824.960000 sec): 3 clusters
  Score: Raw -4762562.070918 + Penalty 3492.534795 = -4759069.536123
  nChanged 202
		SP:Iteration 22Q (2825.060000 sec): 3 clusters
  Score: Raw -4762631.926702 + Penalty 3492.534795 = -4759139.391907
  nChanged 147
		SP:Iteration 23Q (2825.150000 sec): 3 clusters
  Score: Raw -4762675.857824 + Penalty 3492.534795 = -4759183.323029
  nChanged 149
		SP:Iteration 24Q (2825.250000 sec): 3 clusters
  Score: Raw -4762716.592557 + Penalty 3492.534795 = -4759224.057762
  nChanged 117
		SP:Iteration 25Q (2825.340000 sec): 3 clusters
  Score: Raw -4762742.668356 + Penalty 3492.534795 = -4759250.133562
  nChanged 87
		SP:Iteration 26Q (2825.430000 sec): 3 clusters
  Score: Raw -4762761.655535 + Penalty 3492.534795 = -4759269.120740
  nChanged 76
		SP:Iteration 27Q (2825.520000 sec): 3 clusters
  Score: Raw -4762781.423893 + Penalty 3492.534795 = -4759288.889098
  nChanged 79
		SP:Iteration 28Q (2825.610000 sec): 3 clusters
  Score: Raw -4762799.490567 + Penalty 3492.534795 = -4759306.955773
  nChanged 65
		SP:Iteration 29Q (2825.700000 sec): 3 clusters
  Score: Raw -4762812.467314 + Penalty 3492.534795 = -4759319.932519
  nChanged 52
		SP:Iteration 30Q (2825.790000 sec): 3 clusters
  Score: Raw -4762823.302815 + Penalty 3492.534795 = -4759330.768020
  nChanged 54
		SP:Iteration 31Q (2825.890000 sec): 3 clusters
  Score: Raw -4762834.436973 + Penalty 3492.534795 = -4759341.902178
  nChanged 50
		SP:Iteration 32Q (2825.980000 sec): 3 clusters
  Score: Raw -4762844.072875 + Penalty 3492.534795 = -4759351.538080
  nChanged 52
		SP:Iteration 33Q (2826.070000 sec): 3 clusters
  Score: Raw -4762853.860649 + Penalty 3492.534795 = -4759361.325854
  nChanged 43
		SP:Iteration 34Q (2826.160000 sec): 3 clusters
  Score: Raw -4762860.378211 + Penalty 3492.534795 = -4759367.843416
  nChanged 33
		SP:Iteration 35Q (2826.250000 sec): 3 clusters
  Score: Raw -4762865.991392 + Penalty 3492.534795 = -4759373.456598
  nChanged 37
		SP:Iteration 36Q (2826.340000 sec): 3 clusters
  Score: Raw -4762871.303386 + Penalty 3492.534795 = -4759378.768591
  nChanged 25
		SP:Iteration 37Q (2826.430000 sec): 3 clusters
  Score: Raw -4762875.405623 + Penalty 3492.534795 = -4759382.870828
  nChanged 22
		SP:Iteration 38Q (2826.530000 sec): 3 clusters
  Score: Raw -4762879.832468 + Penalty 3492.534795 = -4759387.297673
  nChanged 28
		SP:Iteration 39Q (2826.620000 sec): 3 clusters
  Score: Raw -4762884.594460 + Penalty 3492.534795 = -4759392.059665
  nChanged 25
		SP:Iteration 40F (2826.740000 sec): 3 clusters
  Score: Raw -4762889.254698 + Penalty 3492.534795 = -4759396.719903
  nChanged 18
		SP:Iteration 41Q (2826.830000 sec): 3 clusters
  Score: Raw -4762891.564832 + Penalty 3492.534795 = -4759399.030037
  nChanged 16
		SP:Iteration 42Q (2826.920000 sec): 3 clusters
  Score: Raw -4762893.967663 + Penalty 3492.534795 = -4759401.432868
  nChanged 21
		SP:Iteration 43Q (2827.010000 sec): 3 clusters
  Score: Raw -4762897.671831 + Penalty 3492.534795 = -4759405.137037
  nChanged 14
		SP:Iteration 44Q (2827.100000 sec): 3 clusters
  Score: Raw -4762899.929968 + Penalty 3492.534795 = -4759407.395173
  nChanged 13
		SP:Iteration 45Q (2827.190000 sec): 3 clusters
  Score: Raw -4762901.917460 + Penalty 3492.534795 = -4759409.382665
  nChanged 7
		SP:Iteration 46Q (2827.280000 sec): 3 clusters
  Score: Raw -4762902.948302 + Penalty 3492.534795 = -4759410.413507
  nChanged 6
		SP:Iteration 47Q (2827.370000 sec): 3 clusters
  Score: Raw -4762903.969761 + Penalty 3492.534795 = -4759411.434966
  nChanged 9
		SP:Iteration 48Q (2827.470000 sec): 3 clusters
  Score: Raw -4762905.366842 + Penalty 3492.534795 = -4759412.832047
  nChanged 7
		SP:Iteration 49Q (2827.550000 sec): 3 clusters
  Score: Raw -4762906.096473 + Penalty 3492.534795 = -4759413.561678
  nChanged 9
		SP:Iteration 50Q (2827.650000 sec): 3 clusters
  Score: Raw -4762907.290767 + Penalty 3492.534795 = -4759414.755972
  nChanged 6
		SP:Iteration 51Q (2827.750000 sec): 3 clusters
  Score: Raw -4762907.988859 + Penalty 3492.534795 = -4759415.454064
  nChanged 5
		SP:Iteration 52Q (2827.840000 sec): 3 clusters
  Score: Raw -4762908.873770 + Penalty 3492.534795 = -4759416.338976
  nChanged 7
		SP:Iteration 53Q (2827.930000 sec): 3 clusters
  Score: Raw -4762909.706171 + Penalty 3492.534795 = -4759417.171376
  nChanged 9
		SP:Iteration 54Q (2828.020000 sec): 3 clusters
  Score: Raw -4762911.182264 + Penalty 3492.534795 = -4759418.647469
  nChanged 7
		SP:Iteration 55Q (2828.110000 sec): 3 clusters
  Score: Raw -4762912.259494 + Penalty 3492.534795 = -4759419.724699
  nChanged 7
		SP:Iteration 56Q (2828.200000 sec): 3 clusters
  Score: Raw -4762913.541125 + Penalty 3492.534795 = -4759421.006330
  nChanged 10
		SP:Iteration 57Q (2828.290000 sec): 3 clusters
  Score: Raw -4762914.959466 + Penalty 3492.534795 = -4759422.424671
  nChanged 9
		SP:Iteration 58Q (2828.390000 sec): 3 clusters
  Score: Raw -4762916.679881 + Penalty 3492.534795 = -4759424.145086
  nChanged 3
		SP:Iteration 59Q (2828.480000 sec): 3 clusters
  Score: Raw -4762917.096388 + Penalty 3492.534795 = -4759424.561594
  nChanged 1
		SP:Iteration 60F (2828.600000 sec): 3 clusters
  Score: Raw -4762917.130871 + Penalty 3492.534795 = -4759424.596077
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 40 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2828.630000 sec): 2 clusters
  Score: Raw -27765.311033 + Penalty 934.276360 = -26831.034673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2828.630000 sec): 3 clusters
  Score: Raw -27810.515384 + Penalty 1868.552720 = -25941.962663
  nChanged 59
		SP:Iteration 1F (2828.640000 sec): 3 clusters
  Score: Raw -27903.232950 + Penalty 1868.552720 = -26034.680230
  nChanged 15
		SP:Iteration 2Q (2828.640000 sec): 3 clusters
  Score: Raw -27924.700361 + Penalty 1868.552720 = -26056.147641
  nChanged 6
		SP:Iteration 3Q (2828.640000 sec): 3 clusters
  Score: Raw -27933.411378 + Penalty 1868.552720 = -26064.858658
  nChanged 4
		SP:Iteration 4Q (2828.640000 sec): 3 clusters
  Score: Raw -27939.989255 + Penalty 1868.552720 = -26071.436535
  nChanged 2
		SP:Iteration 5Q (2828.640000 sec): 3 clusters
  Score: Raw -27948.332866 + Penalty 1868.552720 = -26079.780146
  nChanged 2
		SP:Iteration 6Q (2828.640000 sec): 3 clusters
  Score: Raw -27961.573497 + Penalty 1868.552720 = -26093.020777
  nChanged 0
		SP:Iteration 7F (2828.640000 sec): 3 clusters
  Score: Raw -27961.573497 + Penalty 1868.552720 = -26093.020777
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 41 (3856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2828.650000 sec): 2 clusters
  Score: Raw -364870.623234 + Penalty 1341.825169 = -363528.798065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2828.670000 sec): 3 clusters
  Score: Raw -362917.313452 + Penalty 2683.650338 = -360233.663114
  nChanged 1542
		SP:Iteration 1F (2828.670000 sec): 3 clusters
  Score: Raw -363852.851551 + Penalty 2683.650338 = -361169.201213
  nChanged 334
		SP:Iteration 2F (2828.690000 sec): 3 clusters
  Score: Raw -364105.285410 + Penalty 2683.650338 = -361421.635072
  nChanged 263
		SP:Iteration 3F (2828.690000 sec): 3 clusters
  Score: Raw -364310.330114 + Penalty 2683.650338 = -361626.679775
  nChanged 215
		SP:Iteration 4F (2828.710000 sec): 3 clusters
  Score: Raw -364510.872680 + Penalty 2683.650338 = -361827.222342
  nChanged 212
		SP:Iteration 5F (2828.710000 sec): 3 clusters
  Score: Raw -364702.285531 + Penalty 2683.650338 = -362018.635193
  nChanged 188
		SP:Iteration 6Q (2828.730000 sec): 3 clusters
  Score: Raw -364845.905713 + Penalty 2683.650338 = -362162.255375
  nChanged 154
		SP:Iteration 7Q (2828.730000 sec): 3 clusters
  Score: Raw -364955.992753 + Penalty 2683.650338 = -362272.342415
  nChanged 139
		SP:Iteration 8Q (2828.740000 sec): 3 clusters
  Score: Raw -365054.028024 + Penalty 2683.650338 = -362370.377686
  nChanged 97
		SP:Iteration 9Q (2828.750000 sec): 3 clusters
  Score: Raw -365108.075412 + Penalty 2683.650338 = -362424.425073
  nChanged 75
		SP:Iteration 10Q (2828.760000 sec): 3 clusters
  Score: Raw -365145.101421 + Penalty 2683.650338 = -362461.451083
  nChanged 68
		SP:Iteration 11Q (2828.770000 sec): 3 clusters
  Score: Raw -365177.526399 + Penalty 2683.650338 = -362493.876061
  nChanged 52
		SP:Iteration 12Q (2828.780000 sec): 3 clusters
  Score: Raw -365197.446039 + Penalty 2683.650338 = -362513.795701
  nChanged 36
		SP:Iteration 13Q (2828.790000 sec): 3 clusters
  Score: Raw -365212.487082 + Penalty 2683.650338 = -362528.836743
  nChanged 31
		SP:Iteration 14Q (2828.800000 sec): 3 clusters
  Score: Raw -365224.203087 + Penalty 2683.650338 = -362540.552748
  nChanged 34
		SP:Iteration 15Q (2828.810000 sec): 3 clusters
  Score: Raw -365239.872015 + Penalty 2683.650338 = -362556.221677
  nChanged 32
		SP:Iteration 16Q (2828.820000 sec): 3 clusters
  Score: Raw -365253.788674 + Penalty 2683.650338 = -362570.138336
  nChanged 33
		SP:Iteration 17Q (2828.830000 sec): 3 clusters
  Score: Raw -365267.691293 + Penalty 2683.650338 = -362584.040954
  nChanged 34
		SP:Iteration 18Q (2828.830000 sec): 3 clusters
  Score: Raw -365280.182532 + Penalty 2683.650338 = -362596.532194
  nChanged 18
		SP:Iteration 19Q (2828.840000 sec): 3 clusters
  Score: Raw -365285.038718 + Penalty 2683.650338 = -362601.388380
  nChanged 16
		SP:Iteration 20F (2828.850000 sec): 3 clusters
  Score: Raw -365291.721593 + Penalty 2683.650338 = -362608.071255
  nChanged 22
		SP:Iteration 21Q (2828.860000 sec): 3 clusters
  Score: Raw -365298.536580 + Penalty 2683.650338 = -362614.886242
  nChanged 17
		SP:Iteration 22Q (2828.870000 sec): 3 clusters
  Score: Raw -365303.991843 + Penalty 2683.650338 = -362620.341505
  nChanged 14
		SP:Iteration 23Q (2828.880000 sec): 3 clusters
  Score: Raw -365308.972611 + Penalty 2683.650338 = -362625.322273
  nChanged 14
		SP:Iteration 24Q (2828.890000 sec): 3 clusters
  Score: Raw -365314.136829 + Penalty 2683.650338 = -362630.486491
  nChanged 19
		SP:Iteration 25Q (2828.900000 sec): 3 clusters
  Score: Raw -365320.674845 + Penalty 2683.650338 = -362637.024507
  nChanged 17
		SP:Iteration 26Q (2828.910000 sec): 3 clusters
  Score: Raw -365328.185479 + Penalty 2683.650338 = -362644.535141
  nChanged 14
		SP:Iteration 27Q (2828.920000 sec): 3 clusters
  Score: Raw -365332.943780 + Penalty 2683.650338 = -362649.293442
  nChanged 16
		SP:Iteration 28Q (2828.930000 sec): 3 clusters
  Score: Raw -365338.175229 + Penalty 2683.650338 = -362654.524891
  nChanged 7
		SP:Iteration 29Q (2828.930000 sec): 3 clusters
  Score: Raw -365340.443946 + Penalty 2683.650338 = -362656.793608
  nChanged 3
		SP:Iteration 30Q (2828.950000 sec): 3 clusters
  Score: Raw -365341.035674 + Penalty 2683.650338 = -362657.385336
  nChanged 1
		SP:Iteration 31Q (2828.950000 sec): 3 clusters
  Score: Raw -365341.202125 + Penalty 2683.650338 = -362657.551787
  nChanged 1
		SP:Iteration 32Q (2828.960000 sec): 3 clusters
  Score: Raw -365341.455739 + Penalty 2683.650338 = -362657.805401
  nChanged 4
		SP:Iteration 33Q (2828.970000 sec): 3 clusters
  Score: Raw -365342.090084 + Penalty 2683.650338 = -362658.439746
  nChanged 0
		SP:Iteration 34F (2828.980000 sec): 3 clusters
  Score: Raw -365342.090084 + Penalty 2683.650338 = -362658.439746
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 42 (2488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2828.990000 sec): 2 clusters
  Score: Raw -237667.995023 + Penalty 1270.625599 = -236397.369424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2829.000000 sec): 3 clusters
  Score: Raw -236571.818264 + Penalty 2541.251198 = -234030.567067
  nChanged 899
		SP:Iteration 1F (2829.000000 sec): 3 clusters
  Score: Raw -237234.943444 + Penalty 2541.251198 = -234693.692247
  nChanged 224
		SP:Iteration 2F (2829.010000 sec): 3 clusters
  Score: Raw -237452.792154 + Penalty 2541.251198 = -234911.540957
  nChanged 177
		SP:Iteration 3F (2829.010000 sec): 3 clusters
  Score: Raw -237656.932682 + Penalty 2541.251198 = -235115.681484
  nChanged 155
		SP:Iteration 4F (2829.020000 sec): 3 clusters
  Score: Raw -237869.948599 + Penalty 2541.251198 = -235328.697401
  nChanged 147
		SP:Iteration 5F (2829.030000 sec): 3 clusters
  Score: Raw -238042.291415 + Penalty 2541.251198 = -235501.040218
  nChanged 114
		SP:Iteration 6Q (2829.030000 sec): 3 clusters
  Score: Raw -238157.505152 + Penalty 2541.251198 = -235616.253954
  nChanged 85
		SP:Iteration 7Q (2829.040000 sec): 3 clusters
  Score: Raw -238242.439627 + Penalty 2541.251198 = -235701.188430
  nChanged 66
		SP:Iteration 8Q (2829.050000 sec): 3 clusters
  Score: Raw -238302.306130 + Penalty 2541.251198 = -235761.054933
  nChanged 45
		SP:Iteration 9Q (2829.050000 sec): 3 clusters
  Score: Raw -238337.473512 + Penalty 2541.251198 = -235796.222314
  nChanged 35
		SP:Iteration 10Q (2829.060000 sec): 3 clusters
  Score: Raw -238368.903870 + Penalty 2541.251198 = -235827.652673
  nChanged 41
		SP:Iteration 11Q (2829.060000 sec): 3 clusters
  Score: Raw -238398.231509 + Penalty 2541.251198 = -235856.980311
  nChanged 26
		SP:Iteration 12Q (2829.070000 sec): 3 clusters
  Score: Raw -238415.943661 + Penalty 2541.251198 = -235874.692464
  nChanged 25
		SP:Iteration 13Q (2829.070000 sec): 3 clusters
  Score: Raw -238430.696627 + Penalty 2541.251198 = -235889.445430
  nChanged 21
		SP:Iteration 14Q (2829.080000 sec): 3 clusters
  Score: Raw -238446.453514 + Penalty 2541.251198 = -235905.202317
  nChanged 25
		SP:Iteration 15Q (2829.090000 sec): 3 clusters
  Score: Raw -238464.789958 + Penalty 2541.251198 = -235923.538760
  nChanged 28
		SP:Iteration 16Q (2829.090000 sec): 3 clusters
  Score: Raw -238480.955340 + Penalty 2541.251198 = -235939.704143
  nChanged 21
		SP:Iteration 17Q (2829.100000 sec): 3 clusters
  Score: Raw -238498.421164 + Penalty 2541.251198 = -235957.169966
  nChanged 23
		SP:Iteration 18Q (2829.100000 sec): 3 clusters
  Score: Raw -238520.321171 + Penalty 2541.251198 = -235979.069974
  nChanged 27
		SP:Iteration 19Q (2829.110000 sec): 3 clusters
  Score: Raw -238542.305599 + Penalty 2541.251198 = -236001.054401
  nChanged 31
		SP:Iteration 20F (2829.110000 sec): 3 clusters
  Score: Raw -238566.719037 + Penalty 2541.251198 = -236025.467839
  nChanged 25
		SP:Iteration 21Q (2829.120000 sec): 3 clusters
  Score: Raw -238584.807987 + Penalty 2541.251198 = -236043.556789
  nChanged 19
		SP:Iteration 22Q (2829.130000 sec): 3 clusters
  Score: Raw -238597.605068 + Penalty 2541.251198 = -236056.353870
  nChanged 22
		SP:Iteration 23Q (2829.130000 sec): 3 clusters
  Score: Raw -238611.205076 + Penalty 2541.251198 = -236069.953878
  nChanged 15
		SP:Iteration 24Q (2829.140000 sec): 3 clusters
  Score: Raw -238619.065602 + Penalty 2541.251198 = -236077.814404
  nChanged 11
		SP:Iteration 25Q (2829.140000 sec): 3 clusters
  Score: Raw -238622.927019 + Penalty 2541.251198 = -236081.675822
  nChanged 6
		SP:Iteration 26Q (2829.150000 sec): 3 clusters
  Score: Raw -238625.026153 + Penalty 2541.251198 = -236083.774955
  nChanged 3
		SP:Iteration 27Q (2829.150000 sec): 3 clusters
  Score: Raw -238625.638439 + Penalty 2541.251198 = -236084.387241
  nChanged 3
		SP:Iteration 28Q (2829.160000 sec): 3 clusters
  Score: Raw -238626.699700 + Penalty 2541.251198 = -236085.448502
  nChanged 3
		SP:Iteration 29Q (2829.160000 sec): 3 clusters
  Score: Raw -238627.550313 + Penalty 2541.251198 = -236086.299116
  nChanged 3
		SP:Iteration 30Q (2829.170000 sec): 3 clusters
  Score: Raw -238628.882508 + Penalty 2541.251198 = -236087.631311
  nChanged 3
		SP:Iteration 31Q (2829.170000 sec): 3 clusters
  Score: Raw -238629.982455 + Penalty 2541.251198 = -236088.731258
  nChanged 1
		SP:Iteration 32Q (2829.180000 sec): 3 clusters
  Score: Raw -238630.709553 + Penalty 2541.251198 = -236089.458355
  nChanged 1
		SP:Iteration 33Q (2829.180000 sec): 3 clusters
  Score: Raw -238631.375627 + Penalty 2541.251198 = -236090.124430
  nChanged 3
		SP:Iteration 34Q (2829.190000 sec): 3 clusters
  Score: Raw -238632.257014 + Penalty 2541.251198 = -236091.005816
  nChanged 2
		SP:Iteration 35Q (2829.190000 sec): 3 clusters
  Score: Raw -238632.989861 + Penalty 2541.251198 = -236091.738664
  nChanged 3
		SP:Iteration 36Q (2829.200000 sec): 3 clusters
  Score: Raw -238634.748536 + Penalty 2541.251198 = -236093.497338
  nChanged 2
		SP:Iteration 37Q (2829.210000 sec): 3 clusters
  Score: Raw -238636.112506 + Penalty 2541.251198 = -236094.861308
  nChanged 0
		SP:Iteration 38F (2829.210000 sec): 3 clusters
  Score: Raw -238636.112506 + Penalty 2541.251198 = -236094.861308
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 43 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2829.220000 sec): 2 clusters
  Score: Raw -248569.356926 + Penalty 1278.715649 = -247290.641277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2829.230000 sec): 3 clusters
  Score: Raw -247439.872127 + Penalty 2557.431297 = -244882.440829
  nChanged 960
		SP:Iteration 1F (2829.230000 sec): 3 clusters
  Score: Raw -248064.012972 + Penalty 2557.431297 = -245506.581675
  nChanged 210
		SP:Iteration 2F (2829.240000 sec): 3 clusters
  Score: Raw -248257.255165 + Penalty 2557.431297 = -245699.823867
  nChanged 172
		SP:Iteration 3F (2829.250000 sec): 3 clusters
  Score: Raw -248439.937968 + Penalty 2557.431297 = -245882.506671
  nChanged 158
		SP:Iteration 4F (2829.250000 sec): 3 clusters
  Score: Raw -248607.259142 + Penalty 2557.431297 = -246049.827844
  nChanged 152
		SP:Iteration 5F (2829.260000 sec): 3 clusters
  Score: Raw -248750.910481 + Penalty 2557.431297 = -246193.479184
  nChanged 111
		SP:Iteration 6Q (2829.270000 sec): 3 clusters
  Score: Raw -248839.771596 + Penalty 2557.431297 = -246282.340299
  nChanged 74
		SP:Iteration 7Q (2829.270000 sec): 3 clusters
  Score: Raw -248888.728296 + Penalty 2557.431297 = -246331.296998
  nChanged 50
		SP:Iteration 8Q (2829.280000 sec): 3 clusters
  Score: Raw -248915.574862 + Penalty 2557.431297 = -246358.143564
  nChanged 38
		SP:Iteration 9Q (2829.290000 sec): 3 clusters
  Score: Raw -248938.245456 + Penalty 2557.431297 = -246380.814158
  nChanged 34
		SP:Iteration 10Q (2829.290000 sec): 3 clusters
  Score: Raw -248960.116202 + Penalty 2557.431297 = -246402.684905
  nChanged 26
		SP:Iteration 11Q (2829.300000 sec): 3 clusters
  Score: Raw -248972.921035 + Penalty 2557.431297 = -246415.489738
  nChanged 19
		SP:Iteration 12Q (2829.310000 sec): 3 clusters
  Score: Raw -248983.830954 + Penalty 2557.431297 = -246426.399656
  nChanged 22
		SP:Iteration 13Q (2829.310000 sec): 3 clusters
  Score: Raw -248995.432222 + Penalty 2557.431297 = -246438.000925
  nChanged 23
		SP:Iteration 14Q (2829.320000 sec): 3 clusters
  Score: Raw -249008.100741 + Penalty 2557.431297 = -246450.669443
  nChanged 25
		SP:Iteration 15Q (2829.330000 sec): 3 clusters
  Score: Raw -249024.122641 + Penalty 2557.431297 = -246466.691344
  nChanged 15
		SP:Iteration 16Q (2829.330000 sec): 3 clusters
  Score: Raw -249033.209583 + Penalty 2557.431297 = -246475.778286
  nChanged 22
		SP:Iteration 17Q (2829.340000 sec): 3 clusters
  Score: Raw -249051.597728 + Penalty 2557.431297 = -246494.166431
  nChanged 29
		SP:Iteration 18Q (2829.350000 sec): 3 clusters
  Score: Raw -249070.005824 + Penalty 2557.431297 = -246512.574526
  nChanged 22
		SP:Iteration 19Q (2829.350000 sec): 3 clusters
  Score: Raw -249084.649274 + Penalty 2557.431297 = -246527.217977
  nChanged 19
		SP:Iteration 20F (2829.360000 sec): 3 clusters
  Score: Raw -249093.353273 + Penalty 2557.431297 = -246535.921976
  nChanged 13
		SP:Iteration 21Q (2829.360000 sec): 3 clusters
  Score: Raw -249097.687673 + Penalty 2557.431297 = -246540.256376
  nChanged 14
		SP:Iteration 22Q (2829.370000 sec): 3 clusters
  Score: Raw -249104.801072 + Penalty 2557.431297 = -246547.369775
  nChanged 16
		SP:Iteration 23Q (2829.370000 sec): 3 clusters
  Score: Raw -249111.128603 + Penalty 2557.431297 = -246553.697306
  nChanged 8
		SP:Iteration 24Q (2829.380000 sec): 3 clusters
  Score: Raw -249114.130758 + Penalty 2557.431297 = -246556.699461
  nChanged 4
		SP:Iteration 25Q (2829.390000 sec): 3 clusters
  Score: Raw -249117.466646 + Penalty 2557.431297 = -246560.035349
  nChanged 4
		SP:Iteration 26Q (2829.390000 sec): 3 clusters
  Score: Raw -249119.481938 + Penalty 2557.431297 = -246562.050641
  nChanged 3
		SP:Iteration 27Q (2829.400000 sec): 3 clusters
  Score: Raw -249120.512146 + Penalty 2557.431297 = -246563.080848
  nChanged 3
		SP:Iteration 28Q (2829.410000 sec): 3 clusters
  Score: Raw -249120.937895 + Penalty 2557.431297 = -246563.506598
  nChanged 2
		SP:Iteration 29Q (2829.410000 sec): 3 clusters
  Score: Raw -249121.255051 + Penalty 2557.431297 = -246563.823754
  nChanged 2
		SP:Iteration 30Q (2829.420000 sec): 3 clusters
  Score: Raw -249121.657271 + Penalty 2557.431297 = -246564.225973
  nChanged 3
		SP:Iteration 31Q (2829.430000 sec): 3 clusters
  Score: Raw -249122.625945 + Penalty 2557.431297 = -246565.194648
  nChanged 2
		SP:Iteration 32Q (2829.430000 sec): 3 clusters
  Score: Raw -249123.347651 + Penalty 2557.431297 = -246565.916354
  nChanged 1
		SP:Iteration 33Q (2829.440000 sec): 3 clusters
  Score: Raw -249123.660182 + Penalty 2557.431297 = -246566.228884
  nChanged 0
		SP:Iteration 34F (2829.440000 sec): 3 clusters
  Score: Raw -249123.660182 + Penalty 2557.431297 = -246566.228884
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 44 (1347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2829.450000 sec): 2 clusters
  Score: Raw -134842.867631 + Penalty 1170.915716 = -133671.951915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2829.450000 sec): 3 clusters
  Score: Raw -134377.778583 + Penalty 2341.831432 = -132035.947150
  nChanged 450
		SP:Iteration 1F (2829.460000 sec): 3 clusters
  Score: Raw -134695.289005 + Penalty 2341.831432 = -132353.457573
  nChanged 91
		SP:Iteration 2F (2829.460000 sec): 3 clusters
  Score: Raw -134765.409667 + Penalty 2341.831432 = -132423.578234
  nChanged 46
		SP:Iteration 3Q (2829.460000 sec): 3 clusters
  Score: Raw -134794.152834 + Penalty 2341.831432 = -132452.321402
  nChanged 30
		SP:Iteration 4Q (2829.470000 sec): 3 clusters
  Score: Raw -134818.312403 + Penalty 2341.831432 = -132476.480971
  nChanged 30
		SP:Iteration 5Q (2829.470000 sec): 3 clusters
  Score: Raw -134844.171790 + Penalty 2341.831432 = -132502.340358
  nChanged 27
		SP:Iteration 6Q (2829.470000 sec): 3 clusters
  Score: Raw -134873.580099 + Penalty 2341.831432 = -132531.748667
  nChanged 21
		SP:Iteration 7Q (2829.480000 sec): 3 clusters
  Score: Raw -134892.795307 + Penalty 2341.831432 = -132550.963875
  nChanged 19
		SP:Iteration 8Q (2829.480000 sec): 3 clusters
  Score: Raw -134906.648214 + Penalty 2341.831432 = -132564.816782
  nChanged 17
		SP:Iteration 9Q (2829.480000 sec): 3 clusters
  Score: Raw -134919.961846 + Penalty 2341.831432 = -132578.130413
  nChanged 12
		SP:Iteration 10Q (2829.490000 sec): 3 clusters
  Score: Raw -134927.074669 + Penalty 2341.831432 = -132585.243237
  nChanged 8
		SP:Iteration 11Q (2829.490000 sec): 3 clusters
  Score: Raw -134931.014241 + Penalty 2341.831432 = -132589.182808
  nChanged 3
		SP:Iteration 12Q (2829.490000 sec): 3 clusters
  Score: Raw -134935.702563 + Penalty 2341.831432 = -132593.871131
  nChanged 10
		SP:Iteration 13Q (2829.500000 sec): 3 clusters
  Score: Raw -134939.903531 + Penalty 2341.831432 = -132598.072099
  nChanged 4
		SP:Iteration 14Q (2829.500000 sec): 3 clusters
  Score: Raw -134943.645840 + Penalty 2341.831432 = -132601.814408
  nChanged 7
		SP:Iteration 15Q (2829.500000 sec): 3 clusters
  Score: Raw -134946.854377 + Penalty 2341.831432 = -132605.022945
  nChanged 6
		SP:Iteration 16Q (2829.510000 sec): 3 clusters
  Score: Raw -134950.720801 + Penalty 2341.831432 = -132608.889368
  nChanged 7
		SP:Iteration 17Q (2829.510000 sec): 3 clusters
  Score: Raw -134960.062459 + Penalty 2341.831432 = -132618.231027
  nChanged 6
		SP:Iteration 18Q (2829.510000 sec): 3 clusters
  Score: Raw -134963.555521 + Penalty 2341.831432 = -132621.724089
  nChanged 5
		SP:Iteration 19Q (2829.520000 sec): 3 clusters
  Score: Raw -134966.119607 + Penalty 2341.831432 = -132624.288174
  nChanged 7
		SP:Iteration 20F (2829.520000 sec): 3 clusters
  Score: Raw -134970.118360 + Penalty 2341.831432 = -132628.286928
  nChanged 5
		SP:Iteration 21Q (2829.520000 sec): 3 clusters
  Score: Raw -134972.400191 + Penalty 2341.831432 = -132630.568759
  nChanged 4
		SP:Iteration 22Q (2829.530000 sec): 3 clusters
  Score: Raw -134975.268552 + Penalty 2341.831432 = -132633.437120
  nChanged 4
		SP:Iteration 23Q (2829.530000 sec): 3 clusters
  Score: Raw -134977.386492 + Penalty 2341.831432 = -132635.555060
  nChanged 5
		SP:Iteration 24Q (2829.530000 sec): 3 clusters
  Score: Raw -134979.587399 + Penalty 2341.831432 = -132637.755967
  nChanged 5
		SP:Iteration 25Q (2829.540000 sec): 3 clusters
  Score: Raw -134981.586729 + Penalty 2341.831432 = -132639.755296
  nChanged 6
		SP:Iteration 26Q (2829.540000 sec): 3 clusters
  Score: Raw -134987.513006 + Penalty 2341.831432 = -132645.681573
  nChanged 6
		SP:Iteration 27Q (2829.540000 sec): 3 clusters
  Score: Raw -134991.223289 + Penalty 2341.831432 = -132649.391857
  nChanged 7
		SP:Iteration 28Q (2829.550000 sec): 3 clusters
  Score: Raw -134996.377937 + Penalty 2341.831432 = -132654.546505
  nChanged 9
		SP:Iteration 29Q (2829.550000 sec): 3 clusters
  Score: Raw -135002.146142 + Penalty 2341.831432 = -132660.314710
  nChanged 9
		SP:Iteration 30Q (2829.550000 sec): 3 clusters
  Score: Raw -135007.684544 + Penalty 2341.831432 = -132665.853112
  nChanged 9
		SP:Iteration 31Q (2829.550000 sec): 3 clusters
  Score: Raw -135011.959092 + Penalty 2341.831432 = -132670.127660
  nChanged 9
		SP:Iteration 32Q (2829.560000 sec): 3 clusters
  Score: Raw -135017.088109 + Penalty 2341.831432 = -132675.256676
  nChanged 5
		SP:Iteration 33Q (2829.560000 sec): 3 clusters
  Score: Raw -135019.173009 + Penalty 2341.831432 = -132677.341576
  nChanged 3
		SP:Iteration 34Q (2829.570000 sec): 3 clusters
  Score: Raw -135021.028711 + Penalty 2341.831432 = -132679.197279
  nChanged 7
		SP:Iteration 35Q (2829.570000 sec): 3 clusters
  Score: Raw -135025.272931 + Penalty 2341.831432 = -132683.441499
  nChanged 8
		SP:Iteration 36Q (2829.570000 sec): 3 clusters
  Score: Raw -135031.490358 + Penalty 2341.831432 = -132689.658926
  nChanged 11
		SP:Iteration 37Q (2829.570000 sec): 3 clusters
  Score: Raw -135037.607748 + Penalty 2341.831432 = -132695.776316
  nChanged 5
		SP:Iteration 38Q (2829.580000 sec): 3 clusters
  Score: Raw -135038.796352 + Penalty 2341.831432 = -132696.964920
  nChanged 2
		SP:Iteration 39Q (2829.580000 sec): 3 clusters
  Score: Raw -135039.508713 + Penalty 2341.831432 = -132697.677280
  nChanged 3
		SP:Iteration 40F (2829.590000 sec): 3 clusters
  Score: Raw -135041.481869 + Penalty 2341.831432 = -132699.650437
  nChanged 4
		SP:Iteration 41Q (2829.590000 sec): 3 clusters
  Score: Raw -135043.807522 + Penalty 2341.831432 = -132701.976090
  nChanged 4
		SP:Iteration 42Q (2829.590000 sec): 3 clusters
  Score: Raw -135046.614537 + Penalty 2341.831432 = -132704.783105
  nChanged 3
		SP:Iteration 43Q (2829.590000 sec): 3 clusters
  Score: Raw -135047.942664 + Penalty 2341.831432 = -132706.111232
  nChanged 2
		SP:Iteration 44Q (2829.600000 sec): 3 clusters
  Score: Raw -135048.925360 + Penalty 2341.831432 = -132707.093928
  nChanged 1
		SP:Iteration 45Q (2829.600000 sec): 3 clusters
  Score: Raw -135049.463827 + Penalty 2341.831432 = -132707.632395
  nChanged 3
		SP:Iteration 46Q (2829.610000 sec): 3 clusters
  Score: Raw -135050.329131 + Penalty 2341.831432 = -132708.497699
  nChanged 1
		SP:Iteration 47Q (2829.610000 sec): 3 clusters
  Score: Raw -135050.492693 + Penalty 2341.831432 = -132708.661260
  nChanged 0
		SP:Iteration 48F (2829.610000 sec): 3 clusters
  Score: Raw -135050.492693 + Penalty 2341.831432 = -132708.661260
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 45 (2718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2829.620000 sec): 2 clusters
  Score: Raw -263159.205537 + Penalty 1284.993384 = -261874.212153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2829.630000 sec): 3 clusters
  Score: Raw -261886.998492 + Penalty 2569.986768 = -259317.011724
  nChanged 977
		SP:Iteration 1F (2829.640000 sec): 3 clusters
  Score: Raw -262482.842392 + Penalty 2569.986768 = -259912.855624
  nChanged 215
		SP:Iteration 2F (2829.650000 sec): 3 clusters
  Score: Raw -262619.283438 + Penalty 2569.986768 = -260049.296669
  nChanged 141
		SP:Iteration 3F (2829.650000 sec): 3 clusters
  Score: Raw -262712.426785 + Penalty 2569.986768 = -260142.440017
  nChanged 102
		SP:Iteration 4Q (2829.660000 sec): 3 clusters
  Score: Raw -262762.503018 + Penalty 2569.986768 = -260192.516250
  nChanged 68
		SP:Iteration 5Q (2829.670000 sec): 3 clusters
  Score: Raw -262798.421647 + Penalty 2569.986768 = -260228.434879
  nChanged 52
		SP:Iteration 6Q (2829.670000 sec): 3 clusters
  Score: Raw -262819.633483 + Penalty 2569.986768 = -260249.646714
  nChanged 44
		SP:Iteration 7Q (2829.680000 sec): 3 clusters
  Score: Raw -262836.230114 + Penalty 2569.986768 = -260266.243345
  nChanged 38
		SP:Iteration 8Q (2829.690000 sec): 3 clusters
  Score: Raw -262846.949206 + Penalty 2569.986768 = -260276.962437
  nChanged 24
		SP:Iteration 9Q (2829.690000 sec): 3 clusters
  Score: Raw -262858.133461 + Penalty 2569.986768 = -260288.146693
  nChanged 31
		SP:Iteration 10Q (2829.690000 sec): 3 clusters
  Score: Raw -262869.514584 + Penalty 2569.986768 = -260299.527816
  nChanged 23
		SP:Iteration 11Q (2829.700000 sec): 3 clusters
  Score: Raw -262879.347476 + Penalty 2569.986768 = -260309.360707
  nChanged 20
		SP:Iteration 12Q (2829.710000 sec): 3 clusters
  Score: Raw -262886.038598 + Penalty 2569.986768 = -260316.051830
  nChanged 18
		SP:Iteration 13Q (2829.710000 sec): 3 clusters
  Score: Raw -262893.828060 + Penalty 2569.986768 = -260323.841291
  nChanged 16
		SP:Iteration 14Q (2829.720000 sec): 3 clusters
  Score: Raw -262900.079196 + Penalty 2569.986768 = -260330.092428
  nChanged 19
		SP:Iteration 15Q (2829.730000 sec): 3 clusters
  Score: Raw -262905.113421 + Penalty 2569.986768 = -260335.126653
  nChanged 16
		SP:Iteration 16Q (2829.740000 sec): 3 clusters
  Score: Raw -262910.507356 + Penalty 2569.986768 = -260340.520588
  nChanged 17
		SP:Iteration 17Q (2829.740000 sec): 3 clusters
  Score: Raw -262918.201452 + Penalty 2569.986768 = -260348.214684
  nChanged 15
		SP:Iteration 18Q (2829.750000 sec): 3 clusters
  Score: Raw -262922.214665 + Penalty 2569.986768 = -260352.227896
  nChanged 18
		SP:Iteration 19Q (2829.760000 sec): 3 clusters
  Score: Raw -262927.210055 + Penalty 2569.986768 = -260357.223286
  nChanged 14
		SP:Iteration 20F (2829.760000 sec): 3 clusters
  Score: Raw -262932.435205 + Penalty 2569.986768 = -260362.448437
  nChanged 9
		SP:Iteration 21Q (2829.770000 sec): 3 clusters
  Score: Raw -262935.708208 + Penalty 2569.986768 = -260365.721440
  nChanged 9
		SP:Iteration 22Q (2829.780000 sec): 3 clusters
  Score: Raw -262938.689132 + Penalty 2569.986768 = -260368.702364
  nChanged 9
		SP:Iteration 23Q (2829.780000 sec): 3 clusters
  Score: Raw -262940.792835 + Penalty 2569.986768 = -260370.806066
  nChanged 8
		SP:Iteration 24Q (2829.790000 sec): 3 clusters
  Score: Raw -262943.018499 + Penalty 2569.986768 = -260373.031730
  nChanged 5
		SP:Iteration 25Q (2829.800000 sec): 3 clusters
  Score: Raw -262943.779912 + Penalty 2569.986768 = -260373.793144
  nChanged 4
		SP:Iteration 26Q (2829.810000 sec): 3 clusters
  Score: Raw -262944.538088 + Penalty 2569.986768 = -260374.551319
  nChanged 2
		SP:Iteration 27Q (2829.810000 sec): 3 clusters
  Score: Raw -262945.318258 + Penalty 2569.986768 = -260375.331490
  nChanged 5
		SP:Iteration 28Q (2829.820000 sec): 3 clusters
  Score: Raw -262946.369680 + Penalty 2569.986768 = -260376.382912
  nChanged 2
		SP:Iteration 29Q (2829.830000 sec): 3 clusters
  Score: Raw -262947.163983 + Penalty 2569.986768 = -260377.177214
  nChanged 4
		SP:Iteration 30Q (2829.830000 sec): 3 clusters
  Score: Raw -262948.365935 + Penalty 2569.986768 = -260378.379167
  nChanged 3
		SP:Iteration 31Q (2829.840000 sec): 3 clusters
  Score: Raw -262948.951343 + Penalty 2569.986768 = -260378.964575
  nChanged 6
		SP:Iteration 32Q (2829.850000 sec): 3 clusters
  Score: Raw -262950.333129 + Penalty 2569.986768 = -260380.346361
  nChanged 7
		SP:Iteration 33Q (2829.850000 sec): 3 clusters
  Score: Raw -262952.475779 + Penalty 2569.986768 = -260382.489011
  nChanged 7
		SP:Iteration 34Q (2829.860000 sec): 3 clusters
  Score: Raw -262954.431693 + Penalty 2569.986768 = -260384.444925
  nChanged 7
		SP:Iteration 35Q (2829.870000 sec): 3 clusters
  Score: Raw -262955.516591 + Penalty 2569.986768 = -260385.529823
  nChanged 6
		SP:Iteration 36Q (2829.870000 sec): 3 clusters
  Score: Raw -262956.989398 + Penalty 2569.986768 = -260387.002630
  nChanged 8
		SP:Iteration 37Q (2829.880000 sec): 3 clusters
  Score: Raw -262959.375561 + Penalty 2569.986768 = -260389.388793
  nChanged 7
		SP:Iteration 38Q (2829.890000 sec): 3 clusters
  Score: Raw -262963.387002 + Penalty 2569.986768 = -260393.400234
  nChanged 12
		SP:Iteration 39Q (2829.890000 sec): 3 clusters
  Score: Raw -262967.391198 + Penalty 2569.986768 = -260397.404430
  nChanged 12
		SP:Iteration 40F (2829.900000 sec): 3 clusters
  Score: Raw -262971.820736 + Penalty 2569.986768 = -260401.833968
  nChanged 12
		SP:Iteration 41Q (2829.910000 sec): 3 clusters
  Score: Raw -262976.263926 + Penalty 2569.986768 = -260406.277158
  nChanged 15
		SP:Iteration 42Q (2829.910000 sec): 3 clusters
  Score: Raw -262982.020056 + Penalty 2569.986768 = -260412.033287
  nChanged 13
		SP:Iteration 43Q (2829.920000 sec): 3 clusters
  Score: Raw -262985.443634 + Penalty 2569.986768 = -260415.456866
  nChanged 12
		SP:Iteration 44Q (2829.930000 sec): 3 clusters
  Score: Raw -262988.485199 + Penalty 2569.986768 = -260418.498430
  nChanged 9
		SP:Iteration 45Q (2829.930000 sec): 3 clusters
  Score: Raw -262991.637619 + Penalty 2569.986768 = -260421.650851
  nChanged 15
		SP:Iteration 46Q (2829.940000 sec): 3 clusters
  Score: Raw -262996.167985 + Penalty 2569.986768 = -260426.181217
  nChanged 19
		SP:Iteration 47Q (2829.950000 sec): 3 clusters
  Score: Raw -263001.781917 + Penalty 2569.986768 = -260431.795149
  nChanged 17
		SP:Iteration 48Q (2829.950000 sec): 3 clusters
  Score: Raw -263007.306705 + Penalty 2569.986768 = -260437.319937
  nChanged 23
		SP:Iteration 49Q (2829.960000 sec): 3 clusters
  Score: Raw -263014.574954 + Penalty 2569.986768 = -260444.588186
  nChanged 23
		SP:Iteration 50Q (2829.970000 sec): 3 clusters
  Score: Raw -263023.116543 + Penalty 2569.986768 = -260453.129775
  nChanged 18
		SP:Iteration 51Q (2829.970000 sec): 3 clusters
  Score: Raw -263030.200009 + Penalty 2569.986768 = -260460.213240
  nChanged 19
		SP:Iteration 52Q (2829.980000 sec): 3 clusters
  Score: Raw -263039.434251 + Penalty 2569.986768 = -260469.447483
  nChanged 21
		SP:Iteration 53Q (2829.990000 sec): 3 clusters
  Score: Raw -263050.617639 + Penalty 2569.986768 = -260480.630871
  nChanged 33
		SP:Iteration 54Q (2829.990000 sec): 3 clusters
  Score: Raw -263069.053598 + Penalty 2569.986768 = -260499.066830
  nChanged 39
		SP:Iteration 55Q (2830.000000 sec): 3 clusters
  Score: Raw -263087.916603 + Penalty 2569.986768 = -260517.929834
  nChanged 37
		SP:Iteration 56Q (2830.010000 sec): 3 clusters
  Score: Raw -263108.580448 + Penalty 2569.986768 = -260538.593680
  nChanged 32
		SP:Iteration 57Q (2830.020000 sec): 3 clusters
  Score: Raw -263126.040768 + Penalty 2569.986768 = -260556.053999
  nChanged 42
		SP:Iteration 58Q (2830.020000 sec): 3 clusters
  Score: Raw -263151.717086 + Penalty 2569.986768 = -260581.730318
  nChanged 46
		SP:Iteration 59Q (2830.030000 sec): 3 clusters
  Score: Raw -263177.844292 + Penalty 2569.986768 = -260607.857523
  nChanged 38
		SP:Iteration 60F (2830.040000 sec): 3 clusters
  Score: Raw -263203.350293 + Penalty 2569.986768 = -260633.363525
  nChanged 45
		SP:Iteration 61Q (2830.050000 sec): 3 clusters
  Score: Raw -263233.775650 + Penalty 2569.986768 = -260663.788882
  nChanged 37
		SP:Iteration 62Q (2830.050000 sec): 3 clusters
  Score: Raw -263257.984259 + Penalty 2569.986768 = -260687.997491
  nChanged 35
		SP:Iteration 63Q (2830.060000 sec): 3 clusters
  Score: Raw -263279.220128 + Penalty 2569.986768 = -260709.233360
  nChanged 26
		SP:Iteration 64Q (2830.070000 sec): 3 clusters
  Score: Raw -263293.620923 + Penalty 2569.986768 = -260723.634155
  nChanged 24
		SP:Iteration 65Q (2830.070000 sec): 3 clusters
  Score: Raw -263310.999644 + Penalty 2569.986768 = -260741.012876
  nChanged 26
		SP:Iteration 66Q (2830.080000 sec): 3 clusters
  Score: Raw -263329.427078 + Penalty 2569.986768 = -260759.440310
  nChanged 28
		SP:Iteration 67Q (2830.090000 sec): 3 clusters
  Score: Raw -263348.388450 + Penalty 2569.986768 = -260778.401682
  nChanged 25
		SP:Iteration 68Q (2830.090000 sec): 3 clusters
  Score: Raw -263362.282110 + Penalty 2569.986768 = -260792.295342
  nChanged 23
		SP:Iteration 69Q (2830.100000 sec): 3 clusters
  Score: Raw -263376.975007 + Penalty 2569.986768 = -260806.988238
  nChanged 20
		SP:Iteration 70Q (2830.110000 sec): 3 clusters
  Score: Raw -263387.554098 + Penalty 2569.986768 = -260817.567330
  nChanged 18
		SP:Iteration 71Q (2830.110000 sec): 3 clusters
  Score: Raw -263399.842972 + Penalty 2569.986768 = -260829.856204
  nChanged 20
		SP:Iteration 72Q (2830.120000 sec): 3 clusters
  Score: Raw -263414.238761 + Penalty 2569.986768 = -260844.251993
  nChanged 24
		SP:Iteration 73Q (2830.120000 sec): 3 clusters
  Score: Raw -263429.018900 + Penalty 2569.986768 = -260859.032132
  nChanged 18
		SP:Iteration 74Q (2830.130000 sec): 3 clusters
  Score: Raw -263440.586411 + Penalty 2569.986768 = -260870.599643
  nChanged 17
		SP:Iteration 75Q (2830.140000 sec): 3 clusters
  Score: Raw -263448.396880 + Penalty 2569.986768 = -260878.410112
  nChanged 12
		SP:Iteration 76Q (2830.140000 sec): 3 clusters
  Score: Raw -263454.670665 + Penalty 2569.986768 = -260884.683897
  nChanged 14
		SP:Iteration 77Q (2830.150000 sec): 3 clusters
  Score: Raw -263463.951197 + Penalty 2569.986768 = -260893.964429
  nChanged 10
		SP:Iteration 78Q (2830.160000 sec): 3 clusters
  Score: Raw -263469.468560 + Penalty 2569.986768 = -260899.481791
  nChanged 9
		SP:Iteration 79Q (2830.160000 sec): 3 clusters
  Score: Raw -263473.468377 + Penalty 2569.986768 = -260903.481609
  nChanged 4
		SP:Iteration 80F (2830.170000 sec): 3 clusters
  Score: Raw -263475.163573 + Penalty 2569.986768 = -260905.176805
  nChanged 5
		SP:Iteration 81Q (2830.170000 sec): 3 clusters
  Score: Raw -263476.856806 + Penalty 2569.986768 = -260906.870038
  nChanged 2
		SP:Iteration 82Q (2830.180000 sec): 3 clusters
  Score: Raw -263477.796746 + Penalty 2569.986768 = -260907.809978
  nChanged 1
		SP:Iteration 83Q (2830.190000 sec): 3 clusters
  Score: Raw -263478.467126 + Penalty 2569.986768 = -260908.480358
  nChanged 4
		SP:Iteration 84Q (2830.190000 sec): 3 clusters
  Score: Raw -263482.508365 + Penalty 2569.986768 = -260912.521597
  nChanged 8
		SP:Iteration 85Q (2830.200000 sec): 3 clusters
  Score: Raw -263487.127093 + Penalty 2569.986768 = -260917.140325
  nChanged 8
		SP:Iteration 86Q (2830.210000 sec): 3 clusters
  Score: Raw -263490.624546 + Penalty 2569.986768 = -260920.637778
  nChanged 8
		SP:Iteration 87Q (2830.210000 sec): 3 clusters
  Score: Raw -263494.037599 + Penalty 2569.986768 = -260924.050830
  nChanged 4
		SP:Iteration 88Q (2830.220000 sec): 3 clusters
  Score: Raw -263496.609511 + Penalty 2569.986768 = -260926.622743
  nChanged 3
		SP:Iteration 89Q (2830.230000 sec): 3 clusters
  Score: Raw -263497.484098 + Penalty 2569.986768 = -260927.497329
  nChanged 2
		SP:Iteration 90Q (2830.230000 sec): 3 clusters
  Score: Raw -263498.020176 + Penalty 2569.986768 = -260928.033408
  nChanged 0
		SP:Iteration 91F (2830.240000 sec): 3 clusters
  Score: Raw -263498.020176 + Penalty 2569.986768 = -260928.033408
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 46 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2830.260000 sec): 2 clusters
  Score: Raw -629854.601610 + Penalty 1435.508741 = -628419.092869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2830.280000 sec): 3 clusters
  Score: Raw -626139.719948 + Penalty 2871.017481 = -623268.702466
  nChanged 2904
		SP:Iteration 1F (2830.300000 sec): 3 clusters
  Score: Raw -627800.158101 + Penalty 2871.017481 = -624929.140620
  nChanged 517
		SP:Iteration 2F (2830.320000 sec): 3 clusters
  Score: Raw -628103.629806 + Penalty 2871.017481 = -625232.612325
  nChanged 428
		SP:Iteration 3F (2830.330000 sec): 3 clusters
  Score: Raw -628352.694633 + Penalty 2871.017481 = -625481.677152
  nChanged 375
		SP:Iteration 4F (2830.350000 sec): 3 clusters
  Score: Raw -628598.968809 + Penalty 2871.017481 = -625727.951327
  nChanged 364
		SP:Iteration 5F (2830.370000 sec): 3 clusters
  Score: Raw -628838.207131 + Penalty 2871.017481 = -625967.189649
  nChanged 379
		SP:Iteration 6F (2830.390000 sec): 3 clusters
  Score: Raw -629092.748695 + Penalty 2871.017481 = -626221.731214
  nChanged 353
		SP:Iteration 7F (2830.410000 sec): 3 clusters
  Score: Raw -629338.363329 + Penalty 2871.017481 = -626467.345847
  nChanged 315
		SP:Iteration 8Q (2830.420000 sec): 3 clusters
  Score: Raw -629522.198877 + Penalty 2871.017481 = -626651.181395
  nChanged 232
		SP:Iteration 9Q (2830.440000 sec): 3 clusters
  Score: Raw -629628.617525 + Penalty 2871.017481 = -626757.600044
  nChanged 180
		SP:Iteration 10Q (2830.460000 sec): 3 clusters
  Score: Raw -629712.813232 + Penalty 2871.017481 = -626841.795750
  nChanged 151
		SP:Iteration 11Q (2830.480000 sec): 3 clusters
  Score: Raw -629783.880847 + Penalty 2871.017481 = -626912.863366
  nChanged 144
		SP:Iteration 12Q (2830.490000 sec): 3 clusters
  Score: Raw -629851.523109 + Penalty 2871.017481 = -626980.505627
  nChanged 132
		SP:Iteration 13Q (2830.510000 sec): 3 clusters
  Score: Raw -629908.859497 + Penalty 2871.017481 = -627037.842015
  nChanged 131
		SP:Iteration 14Q (2830.530000 sec): 3 clusters
  Score: Raw -629960.956780 + Penalty 2871.017481 = -627089.939299
  nChanged 123
		SP:Iteration 15Q (2830.550000 sec): 3 clusters
  Score: Raw -630022.887715 + Penalty 2871.017481 = -627151.870234
  nChanged 99
		SP:Iteration 16Q (2830.570000 sec): 3 clusters
  Score: Raw -630074.845441 + Penalty 2871.017481 = -627203.827960
  nChanged 94
		SP:Iteration 17Q (2830.580000 sec): 3 clusters
  Score: Raw -630117.158329 + Penalty 2871.017481 = -627246.140848
  nChanged 69
		SP:Iteration 18Q (2830.600000 sec): 3 clusters
  Score: Raw -630138.855627 + Penalty 2871.017481 = -627267.838146
  nChanged 63
		SP:Iteration 19Q (2830.620000 sec): 3 clusters
  Score: Raw -630159.886628 + Penalty 2871.017481 = -627288.869147
  nChanged 48
		SP:Iteration 20F (2830.630000 sec): 3 clusters
  Score: Raw -630172.611448 + Penalty 2871.017481 = -627301.593966
  nChanged 44
		SP:Iteration 21Q (2830.650000 sec): 3 clusters
  Score: Raw -630184.617058 + Penalty 2871.017481 = -627313.599577
  nChanged 45
		SP:Iteration 22Q (2830.670000 sec): 3 clusters
  Score: Raw -630193.760049 + Penalty 2871.017481 = -627322.742568
  nChanged 23
		SP:Iteration 23Q (2830.690000 sec): 3 clusters
  Score: Raw -630199.059395 + Penalty 2871.017481 = -627328.041913
  nChanged 20
		SP:Iteration 24Q (2830.710000 sec): 3 clusters
  Score: Raw -630202.681587 + Penalty 2871.017481 = -627331.664105
  nChanged 15
		SP:Iteration 25Q (2830.730000 sec): 3 clusters
  Score: Raw -630204.955432 + Penalty 2871.017481 = -627333.937951
  nChanged 9
		SP:Iteration 26Q (2830.740000 sec): 3 clusters
  Score: Raw -630206.286301 + Penalty 2871.017481 = -627335.268819
  nChanged 10
		SP:Iteration 27Q (2830.760000 sec): 3 clusters
  Score: Raw -630208.222183 + Penalty 2871.017481 = -627337.204701
  nChanged 15
		SP:Iteration 28Q (2830.780000 sec): 3 clusters
  Score: Raw -630210.306203 + Penalty 2871.017481 = -627339.288721
  nChanged 7
		SP:Iteration 29Q (2830.800000 sec): 3 clusters
  Score: Raw -630211.529218 + Penalty 2871.017481 = -627340.511737
  nChanged 6
		SP:Iteration 30Q (2830.810000 sec): 3 clusters
  Score: Raw -630212.393213 + Penalty 2871.017481 = -627341.375731
  nChanged 9
		SP:Iteration 31Q (2830.830000 sec): 3 clusters
  Score: Raw -630214.468788 + Penalty 2871.017481 = -627343.451307
  nChanged 14
		SP:Iteration 32Q (2830.840000 sec): 3 clusters
  Score: Raw -630217.334124 + Penalty 2871.017481 = -627346.316643
  nChanged 13
		SP:Iteration 33Q (2830.860000 sec): 3 clusters
  Score: Raw -630221.742232 + Penalty 2871.017481 = -627350.724751
  nChanged 16
		SP:Iteration 34Q (2830.880000 sec): 3 clusters
  Score: Raw -630225.215339 + Penalty 2871.017481 = -627354.197858
  nChanged 19
		SP:Iteration 35Q (2830.900000 sec): 3 clusters
  Score: Raw -630228.706761 + Penalty 2871.017481 = -627357.689280
  nChanged 17
		SP:Iteration 36Q (2830.910000 sec): 3 clusters
  Score: Raw -630231.935973 + Penalty 2871.017481 = -627360.918491
  nChanged 20
		SP:Iteration 37Q (2830.930000 sec): 3 clusters
  Score: Raw -630237.680945 + Penalty 2871.017481 = -627366.663463
  nChanged 27
		SP:Iteration 38Q (2830.950000 sec): 3 clusters
  Score: Raw -630242.100143 + Penalty 2871.017481 = -627371.082662
  nChanged 25
		SP:Iteration 39Q (2830.960000 sec): 3 clusters
  Score: Raw -630246.936527 + Penalty 2871.017481 = -627375.919045
  nChanged 22
		SP:Iteration 40F (2830.980000 sec): 3 clusters
  Score: Raw -630251.655692 + Penalty 2871.017481 = -627380.638210
  nChanged 25
		SP:Iteration 41Q (2831.000000 sec): 3 clusters
  Score: Raw -630258.079361 + Penalty 2871.017481 = -627387.061880
  nChanged 28
		SP:Iteration 42Q (2831.020000 sec): 3 clusters
  Score: Raw -630264.221535 + Penalty 2871.017481 = -627393.204054
  nChanged 22
		SP:Iteration 43Q (2831.040000 sec): 3 clusters
  Score: Raw -630268.713045 + Penalty 2871.017481 = -627397.695564
  nChanged 17
		SP:Iteration 44Q (2831.050000 sec): 3 clusters
  Score: Raw -630272.429695 + Penalty 2871.017481 = -627401.412213
  nChanged 15
		SP:Iteration 45Q (2831.070000 sec): 3 clusters
  Score: Raw -630276.082029 + Penalty 2871.017481 = -627405.064548
  nChanged 26
		SP:Iteration 46Q (2831.080000 sec): 3 clusters
  Score: Raw -630283.793254 + Penalty 2871.017481 = -627412.775772
  nChanged 24
		SP:Iteration 47Q (2831.100000 sec): 3 clusters
  Score: Raw -630288.490378 + Penalty 2871.017481 = -627417.472896
  nChanged 23
		SP:Iteration 48Q (2831.120000 sec): 3 clusters
  Score: Raw -630292.555377 + Penalty 2871.017481 = -627421.537896
  nChanged 14
		SP:Iteration 49Q (2831.140000 sec): 3 clusters
  Score: Raw -630295.371123 + Penalty 2871.017481 = -627424.353641
  nChanged 15
		SP:Iteration 50Q (2831.150000 sec): 3 clusters
  Score: Raw -630298.255026 + Penalty 2871.017481 = -627427.237545
  nChanged 14
		SP:Iteration 51Q (2831.170000 sec): 3 clusters
  Score: Raw -630300.852108 + Penalty 2871.017481 = -627429.834626
  nChanged 16
		SP:Iteration 52Q (2831.180000 sec): 3 clusters
  Score: Raw -630303.415634 + Penalty 2871.017481 = -627432.398153
  nChanged 9
		SP:Iteration 53Q (2831.200000 sec): 3 clusters
  Score: Raw -630304.530765 + Penalty 2871.017481 = -627433.513283
  nChanged 2
		SP:Iteration 54Q (2831.220000 sec): 3 clusters
  Score: Raw -630304.684734 + Penalty 2871.017481 = -627433.667252
  nChanged 2
		SP:Iteration 55Q (2831.240000 sec): 3 clusters
  Score: Raw -630305.005536 + Penalty 2871.017481 = -627433.988055
  nChanged 3
		SP:Iteration 56Q (2831.250000 sec): 3 clusters
  Score: Raw -630305.549507 + Penalty 2871.017481 = -627434.532025
  nChanged 3
		SP:Iteration 57Q (2831.270000 sec): 3 clusters
  Score: Raw -630305.804006 + Penalty 2871.017481 = -627434.786525
  nChanged 0
		SP:Iteration 58F (2831.290000 sec): 3 clusters
  Score: Raw -630305.804006 + Penalty 2871.017481 = -627434.786525
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 47 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2831.300000 sec): 2 clusters
  Score: Raw -54654.664504 + Penalty 1022.980725 = -53631.683779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2831.300000 sec): 3 clusters
  Score: Raw -54567.167251 + Penalty 2045.961450 = -52521.205800
  nChanged 141
		SP:Iteration 1F (2831.300000 sec): 3 clusters
  Score: Raw -54735.726579 + Penalty 2045.961450 = -52689.765129
  nChanged 31
		SP:Iteration 2F (2831.300000 sec): 3 clusters
  Score: Raw -54787.971517 + Penalty 2045.961450 = -52742.010066
  nChanged 9
		SP:Iteration 3Q (2831.300000 sec): 3 clusters
  Score: Raw -54799.847148 + Penalty 2045.961450 = -52753.885698
  nChanged 4
		SP:Iteration 4Q (2831.300000 sec): 3 clusters
  Score: Raw -54807.043517 + Penalty 2045.961450 = -52761.082067
  nChanged 5
		SP:Iteration 5Q (2831.300000 sec): 3 clusters
  Score: Raw -54813.198703 + Penalty 2045.961450 = -52767.237253
  nChanged 3
		SP:Iteration 6Q (2831.300000 sec): 3 clusters
  Score: Raw -54820.331835 + Penalty 2045.961450 = -52774.370385
  nChanged 2
		SP:Iteration 7Q (2831.310000 sec): 3 clusters
  Score: Raw -54825.328275 + Penalty 2045.961450 = -52779.366824
  nChanged 2
		SP:Iteration 8Q (2831.310000 sec): 3 clusters
  Score: Raw -54830.767370 + Penalty 2045.961450 = -52784.805920
  nChanged 2
		SP:Iteration 9Q (2831.310000 sec): 3 clusters
  Score: Raw -54833.615525 + Penalty 2045.961450 = -52787.654075
  nChanged 3
		SP:Iteration 10Q (2831.310000 sec): 3 clusters
  Score: Raw -54839.913701 + Penalty 2045.961450 = -52793.952250
  nChanged 1
		SP:Iteration 11Q (2831.310000 sec): 3 clusters
  Score: Raw -54840.542316 + Penalty 2045.961450 = -52794.580866
  nChanged 0
		SP:Iteration 12F (2831.320000 sec): 3 clusters
  Score: Raw -54840.542316 + Penalty 2045.961450 = -52794.580866
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 48 (1443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2831.320000 sec): 2 clusters
  Score: Raw -128658.048092 + Penalty 1182.102928 = -127475.945164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2831.320000 sec): 3 clusters
  Score: Raw -128148.937101 + Penalty 2364.205857 = -125784.731245
  nChanged 490
		SP:Iteration 1F (2831.330000 sec): 3 clusters
  Score: Raw -128582.776739 + Penalty 2364.205857 = -126218.570883
  nChanged 124
		SP:Iteration 2F (2831.330000 sec): 3 clusters
  Score: Raw -128742.882302 + Penalty 2364.205857 = -126378.676446
  nChanged 83
		SP:Iteration 3F (2831.340000 sec): 3 clusters
  Score: Raw -128826.121225 + Penalty 2364.205857 = -126461.915368
  nChanged 57
		SP:Iteration 4Q (2831.340000 sec): 3 clusters
  Score: Raw -128882.039999 + Penalty 2364.205857 = -126517.834142
  nChanged 42
		SP:Iteration 5Q (2831.340000 sec): 3 clusters
  Score: Raw -128916.058131 + Penalty 2364.205857 = -126551.852274
  nChanged 30
		SP:Iteration 6Q (2831.350000 sec): 3 clusters
  Score: Raw -128945.781987 + Penalty 2364.205857 = -126581.576131
  nChanged 24
		SP:Iteration 7Q (2831.350000 sec): 3 clusters
  Score: Raw -128965.185568 + Penalty 2364.205857 = -126600.979712
  nChanged 17
		SP:Iteration 8Q (2831.350000 sec): 3 clusters
  Score: Raw -128976.852575 + Penalty 2364.205857 = -126612.646718
  nChanged 17
		SP:Iteration 9Q (2831.360000 sec): 3 clusters
  Score: Raw -128988.003445 + Penalty 2364.205857 = -126623.797588
  nChanged 9
		SP:Iteration 10Q (2831.360000 sec): 3 clusters
  Score: Raw -128993.369910 + Penalty 2364.205857 = -126629.164053
  nChanged 10
		SP:Iteration 11Q (2831.360000 sec): 3 clusters
  Score: Raw -129001.749069 + Penalty 2364.205857 = -126637.543213
  nChanged 6
		SP:Iteration 12Q (2831.370000 sec): 3 clusters
  Score: Raw -129006.366064 + Penalty 2364.205857 = -126642.160208
  nChanged 9
		SP:Iteration 13Q (2831.370000 sec): 3 clusters
  Score: Raw -129010.331266 + Penalty 2364.205857 = -126646.125410
  nChanged 8
		SP:Iteration 14Q (2831.380000 sec): 3 clusters
  Score: Raw -129013.868952 + Penalty 2364.205857 = -126649.663096
  nChanged 7
		SP:Iteration 15Q (2831.380000 sec): 3 clusters
  Score: Raw -129017.909076 + Penalty 2364.205857 = -126653.703219
  nChanged 4
		SP:Iteration 16Q (2831.380000 sec): 3 clusters
  Score: Raw -129020.743862 + Penalty 2364.205857 = -126656.538006
  nChanged 4
		SP:Iteration 17Q (2831.380000 sec): 3 clusters
  Score: Raw -129022.730054 + Penalty 2364.205857 = -126658.524198
  nChanged 4
		SP:Iteration 18Q (2831.390000 sec): 3 clusters
  Score: Raw -129025.049363 + Penalty 2364.205857 = -126660.843507
  nChanged 6
		SP:Iteration 19Q (2831.390000 sec): 3 clusters
  Score: Raw -129029.787271 + Penalty 2364.205857 = -126665.581414
  nChanged 6
		SP:Iteration 20F (2831.400000 sec): 3 clusters
  Score: Raw -129036.444527 + Penalty 2364.205857 = -126672.238671
  nChanged 8
		SP:Iteration 21Q (2831.400000 sec): 3 clusters
  Score: Raw -129041.734190 + Penalty 2364.205857 = -126677.528333
  nChanged 5
		SP:Iteration 22Q (2831.400000 sec): 3 clusters
  Score: Raw -129045.665183 + Penalty 2364.205857 = -126681.459326
  nChanged 7
		SP:Iteration 23Q (2831.410000 sec): 3 clusters
  Score: Raw -129051.275263 + Penalty 2364.205857 = -126687.069407
  nChanged 9
		SP:Iteration 24Q (2831.410000 sec): 3 clusters
  Score: Raw -129056.653095 + Penalty 2364.205857 = -126692.447238
  nChanged 11
		SP:Iteration 25Q (2831.410000 sec): 3 clusters
  Score: Raw -129063.247887 + Penalty 2364.205857 = -126699.042031
  nChanged 8
		SP:Iteration 26Q (2831.410000 sec): 3 clusters
  Score: Raw -129068.293402 + Penalty 2364.205857 = -126704.087546
  nChanged 6
		SP:Iteration 27Q (2831.420000 sec): 3 clusters
  Score: Raw -129071.681422 + Penalty 2364.205857 = -126707.475566
  nChanged 4
		SP:Iteration 28Q (2831.420000 sec): 3 clusters
  Score: Raw -129074.011767 + Penalty 2364.205857 = -126709.805910
  nChanged 2
		SP:Iteration 29Q (2831.420000 sec): 3 clusters
  Score: Raw -129074.829548 + Penalty 2364.205857 = -126710.623692
  nChanged 1
		SP:Iteration 30Q (2831.420000 sec): 3 clusters
  Score: Raw -129075.126783 + Penalty 2364.205857 = -126710.920926
  nChanged 1
		SP:Iteration 31Q (2831.430000 sec): 3 clusters
  Score: Raw -129076.549835 + Penalty 2364.205857 = -126712.343979
  nChanged 1
		SP:Iteration 32Q (2831.430000 sec): 3 clusters
  Score: Raw -129076.977247 + Penalty 2364.205857 = -126712.771391
  nChanged 0
		SP:Iteration 33F (2831.440000 sec): 3 clusters
  Score: Raw -129076.977247 + Penalty 2364.205857 = -126712.771391
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 49 (10563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2831.470000 sec): 2 clusters
  Score: Raw -1062557.382082 + Penalty 1505.580799 = -1061051.801284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2831.500000 sec): 3 clusters
  Score: Raw -1056529.061607 + Penalty 3011.161598 = -1053517.900010
  nChanged 4478
		SP:Iteration 1F (2831.530000 sec): 3 clusters
  Score: Raw -1058944.026470 + Penalty 3011.161598 = -1055932.864873
  nChanged 596
		SP:Iteration 2F (2831.550000 sec): 3 clusters
  Score: Raw -1059192.236943 + Penalty 3011.161598 = -1056181.075345
  nChanged 538
		SP:Iteration 3F (2831.580000 sec): 3 clusters
  Score: Raw -1059418.147663 + Penalty 3011.161598 = -1056406.986065
  nChanged 519
		SP:Iteration 4Q (2831.610000 sec): 3 clusters
  Score: Raw -1059669.997870 + Penalty 3011.161598 = -1056658.836273
  nChanged 553
		SP:Iteration 5F (2831.640000 sec): 3 clusters
  Score: Raw -1060012.652397 + Penalty 3011.161598 = -1057001.490800
  nChanged 581
		SP:Iteration 6F (2831.660000 sec): 3 clusters
  Score: Raw -1060399.799179 + Penalty 3011.161598 = -1057388.637582
  nChanged 615
		SP:Iteration 7F (2831.690000 sec): 3 clusters
  Score: Raw -1060808.620993 + Penalty 3011.161598 = -1057797.459396
  nChanged 603
		SP:Iteration 8F (2831.720000 sec): 3 clusters
  Score: Raw -1061187.020538 + Penalty 3011.161598 = -1058175.858941
  nChanged 528
		SP:Iteration 9Q (2831.750000 sec): 3 clusters
  Score: Raw -1061530.870860 + Penalty 3011.161598 = -1058519.709263
  nChanged 456
		SP:Iteration 10Q (2831.780000 sec): 3 clusters
  Score: Raw -1061815.706784 + Penalty 3011.161598 = -1058804.545187
  nChanged 391
		SP:Iteration 11Q (2831.800000 sec): 3 clusters
  Score: Raw -1062037.425103 + Penalty 3011.161598 = -1059026.263506
  nChanged 306
		SP:Iteration 12Q (2831.830000 sec): 3 clusters
  Score: Raw -1062194.863059 + Penalty 3011.161598 = -1059183.701462
  nChanged 263
		SP:Iteration 13Q (2831.860000 sec): 3 clusters
  Score: Raw -1062342.860264 + Penalty 3011.161598 = -1059331.698666
  nChanged 275
		SP:Iteration 14Q (2831.880000 sec): 3 clusters
  Score: Raw -1062502.774476 + Penalty 3011.161598 = -1059491.612879
  nChanged 267
		SP:Iteration 15Q (2831.910000 sec): 3 clusters
  Score: Raw -1062688.366087 + Penalty 3011.161598 = -1059677.204489
  nChanged 295
		SP:Iteration 16Q (2831.940000 sec): 3 clusters
  Score: Raw -1062907.553221 + Penalty 3011.161598 = -1059896.391624
  nChanged 284
		SP:Iteration 17Q (2831.960000 sec): 3 clusters
  Score: Raw -1063120.948950 + Penalty 3011.161598 = -1060109.787352
  nChanged 237
		SP:Iteration 18Q (2831.990000 sec): 3 clusters
  Score: Raw -1063284.983309 + Penalty 3011.161598 = -1060273.821712
  nChanged 175
		SP:Iteration 19Q (2832.020000 sec): 3 clusters
  Score: Raw -1063387.587434 + Penalty 3011.161598 = -1060376.425836
  nChanged 130
		SP:Iteration 20F (2832.040000 sec): 3 clusters
  Score: Raw -1063445.835894 + Penalty 3011.161598 = -1060434.674296
  nChanged 82
		SP:Iteration 21Q (2832.070000 sec): 3 clusters
  Score: Raw -1063478.484394 + Penalty 3011.161598 = -1060467.322796
  nChanged 59
		SP:Iteration 22Q (2832.090000 sec): 3 clusters
  Score: Raw -1063497.684049 + Penalty 3011.161598 = -1060486.522452
  nChanged 48
		SP:Iteration 23Q (2832.120000 sec): 3 clusters
  Score: Raw -1063506.736950 + Penalty 3011.161598 = -1060495.575352
  nChanged 28
		SP:Iteration 24Q (2832.140000 sec): 3 clusters
  Score: Raw -1063511.524930 + Penalty 3011.161598 = -1060500.363332
  nChanged 20
		SP:Iteration 25Q (2832.160000 sec): 3 clusters
  Score: Raw -1063514.614814 + Penalty 3011.161598 = -1060503.453216
  nChanged 22
		SP:Iteration 26Q (2832.190000 sec): 3 clusters
  Score: Raw -1063518.121187 + Penalty 3011.161598 = -1060506.959590
  nChanged 17
		SP:Iteration 27Q (2832.210000 sec): 3 clusters
  Score: Raw -1063521.266279 + Penalty 3011.161598 = -1060510.104681
  nChanged 13
		SP:Iteration 28Q (2832.240000 sec): 3 clusters
  Score: Raw -1063522.935114 + Penalty 3011.161598 = -1060511.773516
  nChanged 9
		SP:Iteration 29Q (2832.260000 sec): 3 clusters
  Score: Raw -1063523.893378 + Penalty 3011.161598 = -1060512.731781
  nChanged 9
		SP:Iteration 30Q (2832.280000 sec): 3 clusters
  Score: Raw -1063525.168815 + Penalty 3011.161598 = -1060514.007217
  nChanged 7
		SP:Iteration 31Q (2832.310000 sec): 3 clusters
  Score: Raw -1063526.098793 + Penalty 3011.161598 = -1060514.937196
  nChanged 4
		SP:Iteration 32Q (2832.330000 sec): 3 clusters
  Score: Raw -1063526.409213 + Penalty 3011.161598 = -1060515.247616
  nChanged 1
		SP:Iteration 33Q (2832.360000 sec): 3 clusters
  Score: Raw -1063526.604494 + Penalty 3011.161598 = -1060515.442897
  nChanged 3
		SP:Iteration 34Q (2832.380000 sec): 3 clusters
  Score: Raw -1063526.903229 + Penalty 3011.161598 = -1060515.741632
  nChanged 2
		SP:Iteration 35Q (2832.410000 sec): 3 clusters
  Score: Raw -1063527.224034 + Penalty 3011.161598 = -1060516.062436
  nChanged 1
		SP:Iteration 36Q (2832.430000 sec): 3 clusters
  Score: Raw -1063527.320012 + Penalty 3011.161598 = -1060516.158415
  nChanged 1
		SP:Iteration 37Q (2832.450000 sec): 3 clusters
  Score: Raw -1063527.383902 + Penalty 3011.161598 = -1060516.222304
  nChanged 1
		SP:Iteration 38Q (2832.470000 sec): 3 clusters
  Score: Raw -1063527.444819 + Penalty 3011.161598 = -1060516.283222
  nChanged 0
		SP:Iteration 39F (2832.500000 sec): 3 clusters
  Score: Raw -1063527.444819 + Penalty 3011.161598 = -1060516.283222
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 50 (2056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2832.510000 sec): 2 clusters
  Score: Raw -187559.637891 + Penalty 1239.634114 = -186320.003777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2832.520000 sec): 3 clusters
  Score: Raw -186661.881704 + Penalty 2479.268229 = -184182.613475
  nChanged 724
		SP:Iteration 1F (2832.520000 sec): 3 clusters
  Score: Raw -187131.221594 + Penalty 2479.268229 = -184651.953366
  nChanged 172
		SP:Iteration 2F (2832.530000 sec): 3 clusters
  Score: Raw -187261.928358 + Penalty 2479.268229 = -184782.660129
  nChanged 113
		SP:Iteration 3F (2832.540000 sec): 3 clusters
  Score: Raw -187325.486065 + Penalty 2479.268229 = -184846.217836
  nChanged 71
		SP:Iteration 4Q (2832.540000 sec): 3 clusters
  Score: Raw -187371.073467 + Penalty 2479.268229 = -184891.805238
  nChanged 50
		SP:Iteration 5Q (2832.540000 sec): 3 clusters
  Score: Raw -187401.235804 + Penalty 2479.268229 = -184921.967575
  nChanged 44
		SP:Iteration 6Q (2832.550000 sec): 3 clusters
  Score: Raw -187424.028359 + Penalty 2479.268229 = -184944.760130
  nChanged 33
		SP:Iteration 7Q (2832.560000 sec): 3 clusters
  Score: Raw -187441.496348 + Penalty 2479.268229 = -184962.228119
  nChanged 23
		SP:Iteration 8Q (2832.560000 sec): 3 clusters
  Score: Raw -187452.662865 + Penalty 2479.268229 = -184973.394636
  nChanged 15
		SP:Iteration 9Q (2832.560000 sec): 3 clusters
  Score: Raw -187462.572322 + Penalty 2479.268229 = -184983.304094
  nChanged 16
		SP:Iteration 10Q (2832.570000 sec): 3 clusters
  Score: Raw -187472.093061 + Penalty 2479.268229 = -184992.824833
  nChanged 19
		SP:Iteration 11Q (2832.580000 sec): 3 clusters
  Score: Raw -187481.581315 + Penalty 2479.268229 = -185002.313086
  nChanged 17
		SP:Iteration 12Q (2832.580000 sec): 3 clusters
  Score: Raw -187490.423744 + Penalty 2479.268229 = -185011.155516
  nChanged 18
		SP:Iteration 13Q (2832.580000 sec): 3 clusters
  Score: Raw -187499.718719 + Penalty 2479.268229 = -185020.450491
  nChanged 16
		SP:Iteration 14Q (2832.590000 sec): 3 clusters
  Score: Raw -187507.527974 + Penalty 2479.268229 = -185028.259746
  nChanged 14
		SP:Iteration 15Q (2832.600000 sec): 3 clusters
  Score: Raw -187514.324686 + Penalty 2479.268229 = -185035.056458
  nChanged 14
		SP:Iteration 16Q (2832.600000 sec): 3 clusters
  Score: Raw -187521.416491 + Penalty 2479.268229 = -185042.148262
  nChanged 15
		SP:Iteration 17Q (2832.600000 sec): 3 clusters
  Score: Raw -187529.838807 + Penalty 2479.268229 = -185050.570578
  nChanged 23
		SP:Iteration 18Q (2832.610000 sec): 3 clusters
  Score: Raw -187540.639025 + Penalty 2479.268229 = -185061.370797
  nChanged 16
		SP:Iteration 19Q (2832.620000 sec): 3 clusters
  Score: Raw -187547.573949 + Penalty 2479.268229 = -185068.305720
  nChanged 14
		SP:Iteration 20F (2832.620000 sec): 3 clusters
  Score: Raw -187552.033207 + Penalty 2479.268229 = -185072.764978
  nChanged 11
		SP:Iteration 21Q (2832.620000 sec): 3 clusters
  Score: Raw -187560.572706 + Penalty 2479.268229 = -185081.304477
  nChanged 17
		SP:Iteration 22Q (2832.630000 sec): 3 clusters
  Score: Raw -187569.619993 + Penalty 2479.268229 = -185090.351764
  nChanged 16
		SP:Iteration 23Q (2832.640000 sec): 3 clusters
  Score: Raw -187579.496074 + Penalty 2479.268229 = -185100.227846
  nChanged 13
		SP:Iteration 24Q (2832.640000 sec): 3 clusters
  Score: Raw -187586.091644 + Penalty 2479.268229 = -185106.823415
  nChanged 16
		SP:Iteration 25Q (2832.640000 sec): 3 clusters
  Score: Raw -187594.775345 + Penalty 2479.268229 = -185115.507116
  nChanged 17
		SP:Iteration 26Q (2832.650000 sec): 3 clusters
  Score: Raw -187606.458395 + Penalty 2479.268229 = -185127.190166
  nChanged 20
		SP:Iteration 27Q (2832.650000 sec): 3 clusters
  Score: Raw -187620.862427 + Penalty 2479.268229 = -185141.594198
  nChanged 21
		SP:Iteration 28Q (2832.660000 sec): 3 clusters
  Score: Raw -187633.851315 + Penalty 2479.268229 = -185154.583087
  nChanged 19
		SP:Iteration 29Q (2832.660000 sec): 3 clusters
  Score: Raw -187646.793029 + Penalty 2479.268229 = -185167.524800
  nChanged 17
		SP:Iteration 30Q (2832.670000 sec): 3 clusters
  Score: Raw -187654.950245 + Penalty 2479.268229 = -185175.682017
  nChanged 14
		SP:Iteration 31Q (2832.670000 sec): 3 clusters
  Score: Raw -187663.281150 + Penalty 2479.268229 = -185184.012922
  nChanged 13
		SP:Iteration 32Q (2832.680000 sec): 3 clusters
  Score: Raw -187671.048429 + Penalty 2479.268229 = -185191.780201
  nChanged 14
		SP:Iteration 33Q (2832.680000 sec): 3 clusters
  Score: Raw -187677.287849 + Penalty 2479.268229 = -185198.019620
  nChanged 9
		SP:Iteration 34Q (2832.690000 sec): 3 clusters
  Score: Raw -187683.743099 + Penalty 2479.268229 = -185204.474871
  nChanged 8
		SP:Iteration 35Q (2832.690000 sec): 3 clusters
  Score: Raw -187688.509738 + Penalty 2479.268229 = -185209.241509
  nChanged 10
		SP:Iteration 36Q (2832.700000 sec): 3 clusters
  Score: Raw -187700.207912 + Penalty 2479.268229 = -185220.939683
  nChanged 23
		SP:Iteration 37Q (2832.700000 sec): 3 clusters
  Score: Raw -187720.081456 + Penalty 2479.268229 = -185240.813227
  nChanged 27
		SP:Iteration 38Q (2832.710000 sec): 3 clusters
  Score: Raw -187740.230753 + Penalty 2479.268229 = -185260.962525
  nChanged 20
		SP:Iteration 39Q (2832.710000 sec): 3 clusters
  Score: Raw -187757.643615 + Penalty 2479.268229 = -185278.375387
  nChanged 25
		SP:Iteration 40F (2832.720000 sec): 3 clusters
  Score: Raw -187784.328164 + Penalty 2479.268229 = -185305.059935
  nChanged 35
		SP:Iteration 41Q (2832.720000 sec): 3 clusters
  Score: Raw -187811.483622 + Penalty 2479.268229 = -185332.215393
  nChanged 42
		SP:Iteration 42Q (2832.730000 sec): 3 clusters
  Score: Raw -187854.407993 + Penalty 2479.268229 = -185375.139764
  nChanged 45
		SP:Iteration 43Q (2832.730000 sec): 3 clusters
  Score: Raw -187909.163545 + Penalty 2479.268229 = -185429.895316
  nChanged 57
		SP:Iteration 44Q (2832.740000 sec): 3 clusters
  Score: Raw -187973.437474 + Penalty 2479.268229 = -185494.169245
  nChanged 50
		SP:Iteration 45Q (2832.740000 sec): 3 clusters
  Score: Raw -188029.956697 + Penalty 2479.268229 = -185550.688468
  nChanged 44
		SP:Iteration 46Q (2832.750000 sec): 3 clusters
  Score: Raw -188105.685787 + Penalty 2479.268229 = -185626.417558
  nChanged 47
		SP:Iteration 47Q (2832.750000 sec): 3 clusters
  Score: Raw -188212.644690 + Penalty 2479.268229 = -185733.376462
  nChanged 51
		SP:Iteration 48Q (2832.760000 sec): 3 clusters
  Score: Raw -188313.241585 + Penalty 2479.268229 = -185833.973357
  nChanged 44
		SP:Iteration 49Q (2832.760000 sec): 3 clusters
  Score: Raw -188370.201085 + Penalty 2479.268229 = -185890.932857
  nChanged 28
		SP:Iteration 50Q (2832.770000 sec): 3 clusters
  Score: Raw -188410.922652 + Penalty 2479.268229 = -185931.654424
  nChanged 22
		SP:Iteration 51Q (2832.770000 sec): 3 clusters
  Score: Raw -188441.208170 + Penalty 2479.268229 = -185961.939941
  nChanged 15
		SP:Iteration 52Q (2832.780000 sec): 3 clusters
  Score: Raw -188459.250466 + Penalty 2479.268229 = -185979.982237
  nChanged 13
		SP:Iteration 53Q (2832.780000 sec): 3 clusters
  Score: Raw -188473.041183 + Penalty 2479.268229 = -185993.772954
  nChanged 10
		SP:Iteration 54Q (2832.780000 sec): 3 clusters
  Score: Raw -188479.434030 + Penalty 2479.268229 = -186000.165802
  nChanged 5
		SP:Iteration 55Q (2832.790000 sec): 3 clusters
  Score: Raw -188483.575403 + Penalty 2479.268229 = -186004.307174
  nChanged 6
		SP:Iteration 56Q (2832.790000 sec): 3 clusters
  Score: Raw -188490.351788 + Penalty 2479.268229 = -186011.083559
  nChanged 7
		SP:Iteration 57Q (2832.800000 sec): 3 clusters
  Score: Raw -188496.137173 + Penalty 2479.268229 = -186016.868944
  nChanged 6
		SP:Iteration 58Q (2832.800000 sec): 3 clusters
  Score: Raw -188501.274780 + Penalty 2479.268229 = -186022.006552
  nChanged 6
		SP:Iteration 59Q (2832.800000 sec): 3 clusters
  Score: Raw -188506.659231 + Penalty 2479.268229 = -186027.391002
  nChanged 10
		SP:Iteration 60F (2832.810000 sec): 3 clusters
  Score: Raw -188515.520204 + Penalty 2479.268229 = -186036.251975
  nChanged 8
		SP:Iteration 61Q (2832.810000 sec): 3 clusters
  Score: Raw -188520.422000 + Penalty 2479.268229 = -186041.153771
  nChanged 5
		SP:Iteration 62Q (2832.820000 sec): 3 clusters
  Score: Raw -188522.184778 + Penalty 2479.268229 = -186042.916549
  nChanged 3
		SP:Iteration 63Q (2832.820000 sec): 3 clusters
  Score: Raw -188523.316586 + Penalty 2479.268229 = -186044.048358
  nChanged 1
		SP:Iteration 64Q (2832.820000 sec): 3 clusters
  Score: Raw -188523.630300 + Penalty 2479.268229 = -186044.362072
  nChanged 1
		SP:Iteration 65Q (2832.830000 sec): 3 clusters
  Score: Raw -188525.035095 + Penalty 2479.268229 = -186045.766867
  nChanged 2
		SP:Iteration 66Q (2832.830000 sec): 3 clusters
  Score: Raw -188526.047630 + Penalty 2479.268229 = -186046.779401
  nChanged 1
		SP:Iteration 67Q (2832.840000 sec): 3 clusters
  Score: Raw -188527.866030 + Penalty 2479.268229 = -186048.597802
  nChanged 1
		SP:Iteration 68Q (2832.840000 sec): 3 clusters
  Score: Raw -188528.435805 + Penalty 2479.268229 = -186049.167576
  nChanged 2
		SP:Iteration 69Q (2832.840000 sec): 3 clusters
  Score: Raw -188529.657302 + Penalty 2479.268229 = -186050.389074
  nChanged 1
		SP:Iteration 70Q (2832.850000 sec): 3 clusters
  Score: Raw -188530.875967 + Penalty 2479.268229 = -186051.607739
  nChanged 0
		SP:Iteration 71F (2832.860000 sec): 3 clusters
  Score: Raw -188530.875967 + Penalty 2479.268229 = -186051.607739
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 51 (20396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2832.920000 sec): 2 clusters
  Score: Raw -2031446.641705 + Penalty 1612.502788 = -2029834.138917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2832.980000 sec): 3 clusters
  Score: Raw -2019258.094211 + Penalty 3225.005577 = -2016033.088635
  nChanged 9190
		SP:Iteration 1F (2833.030000 sec): 3 clusters
  Score: Raw -2024448.534526 + Penalty 3225.005577 = -2021223.528950
  nChanged 1096
		SP:Iteration 2F (2833.080000 sec): 3 clusters
  Score: Raw -2024913.137844 + Penalty 3225.005577 = -2021688.132268
  nChanged 1135
		SP:Iteration 3F (2833.130000 sec): 3 clusters
  Score: Raw -2025443.850129 + Penalty 3225.005577 = -2022218.844553
  nChanged 1215
		SP:Iteration 4F (2833.180000 sec): 3 clusters
  Score: Raw -2026135.664469 + Penalty 3225.005577 = -2022910.658892
  nChanged 1370
		SP:Iteration 5F (2833.240000 sec): 3 clusters
  Score: Raw -2027064.869891 + Penalty 3225.005577 = -2023839.864314
  nChanged 1404
		SP:Iteration 6F (2833.290000 sec): 3 clusters
  Score: Raw -2028109.893886 + Penalty 3225.005577 = -2024884.888310
  nChanged 1365
		SP:Iteration 7F (2833.340000 sec): 3 clusters
  Score: Raw -2029222.788787 + Penalty 3225.005577 = -2025997.783210
  nChanged 1109
		SP:Iteration 8F (2833.400000 sec): 3 clusters
  Score: Raw -2030114.908363 + Penalty 3225.005577 = -2026889.902786
  nChanged 763
		SP:Iteration 9Q (2833.450000 sec): 3 clusters
  Score: Raw -2030724.952175 + Penalty 3225.005577 = -2027499.946599
  nChanged 526
		SP:Iteration 10Q (2833.500000 sec): 3 clusters
  Score: Raw -2031140.775181 + Penalty 3225.005577 = -2027915.769604
  nChanged 296
		SP:Iteration 11Q (2833.550000 sec): 3 clusters
  Score: Raw -2031364.598665 + Penalty 3225.005577 = -2028139.593088
  nChanged 192
		SP:Iteration 12Q (2833.600000 sec): 3 clusters
  Score: Raw -2031509.706434 + Penalty 3225.005577 = -2028284.700857
  nChanged 112
		SP:Iteration 13Q (2833.650000 sec): 3 clusters
  Score: Raw -2031596.787055 + Penalty 3225.005577 = -2028371.781479
  nChanged 74
		SP:Iteration 14Q (2833.700000 sec): 3 clusters
  Score: Raw -2031653.549416 + Penalty 3225.005577 = -2028428.543840
  nChanged 47
		SP:Iteration 15Q (2833.740000 sec): 3 clusters
  Score: Raw -2031692.108612 + Penalty 3225.005577 = -2028467.103035
  nChanged 42
		SP:Iteration 16Q (2833.790000 sec): 3 clusters
  Score: Raw -2031728.101057 + Penalty 3225.005577 = -2028503.095480
  nChanged 26
		SP:Iteration 17Q (2833.830000 sec): 3 clusters
  Score: Raw -2031753.258685 + Penalty 3225.005577 = -2028528.253108
  nChanged 19
		SP:Iteration 18Q (2833.870000 sec): 3 clusters
  Score: Raw -2031766.787390 + Penalty 3225.005577 = -2028541.781813
  nChanged 13
		SP:Iteration 19Q (2833.920000 sec): 3 clusters
  Score: Raw -2031776.531332 + Penalty 3225.005577 = -2028551.525755
  nChanged 10
		SP:Iteration 20F (2833.970000 sec): 3 clusters
  Score: Raw -2031784.093785 + Penalty 3225.005577 = -2028559.088208
  nChanged 5
		SP:Iteration 21Q (2834.010000 sec): 3 clusters
  Score: Raw -2031788.193264 + Penalty 3225.005577 = -2028563.187687
  nChanged 4
		SP:Iteration 22Q (2834.050000 sec): 3 clusters
  Score: Raw -2031791.894689 + Penalty 3225.005577 = -2028566.889113
  nChanged 12
		SP:Iteration 23Q (2834.090000 sec): 3 clusters
  Score: Raw -2031805.705509 + Penalty 3225.005577 = -2028580.699932
  nChanged 11
		SP:Iteration 24Q (2834.130000 sec): 3 clusters
  Score: Raw -2031814.833214 + Penalty 3225.005577 = -2028589.827637
  nChanged 6
		SP:Iteration 25Q (2834.170000 sec): 3 clusters
  Score: Raw -2031820.152928 + Penalty 3225.005577 = -2028595.147351
  nChanged 7
		SP:Iteration 26Q (2834.210000 sec): 3 clusters
  Score: Raw -2031824.920400 + Penalty 3225.005577 = -2028599.914823
  nChanged 6
		SP:Iteration 27Q (2834.260000 sec): 3 clusters
  Score: Raw -2031828.683979 + Penalty 3225.005577 = -2028603.678403
  nChanged 1
		SP:Iteration 28Q (2834.300000 sec): 3 clusters
  Score: Raw -2031829.507271 + Penalty 3225.005577 = -2028604.501695
  nChanged 1
		SP:Iteration 29Q (2834.340000 sec): 3 clusters
  Score: Raw -2031829.883816 + Penalty 3225.005577 = -2028604.878239
  nChanged 0
		SP:Iteration 30F (2834.390000 sec): 3 clusters
  Score: Raw -2031829.883816 + Penalty 3225.005577 = -2028604.878239
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 52 (814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2834.410000 sec): 2 clusters
  Score: Raw -75242.691198 + Penalty 1089.068559 = -74153.622639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2834.410000 sec): 3 clusters
  Score: Raw -75047.757281 + Penalty 2178.137119 = -72869.620162
  nChanged 231
		SP:Iteration 1F (2834.410000 sec): 3 clusters
  Score: Raw -75405.432474 + Penalty 2178.137119 = -73227.295355
  nChanged 98
		SP:Iteration 2F (2834.420000 sec): 3 clusters
  Score: Raw -75665.434624 + Penalty 2178.137119 = -73487.297506
  nChanged 71
		SP:Iteration 3F (2834.420000 sec): 3 clusters
  Score: Raw -75843.406750 + Penalty 2178.137119 = -73665.269631
  nChanged 52
		SP:Iteration 4F (2834.420000 sec): 3 clusters
  Score: Raw -75947.835736 + Penalty 2178.137119 = -73769.698617
  nChanged 41
		SP:Iteration 5F (2834.420000 sec): 3 clusters
  Score: Raw -76034.795310 + Penalty 2178.137119 = -73856.658191
  nChanged 29
		SP:Iteration 6Q (2834.420000 sec): 3 clusters
  Score: Raw -76096.490041 + Penalty 2178.137119 = -73918.352922
  nChanged 23
		SP:Iteration 7Q (2834.420000 sec): 3 clusters
  Score: Raw -76136.648912 + Penalty 2178.137119 = -73958.511793
  nChanged 17
		SP:Iteration 8Q (2834.420000 sec): 3 clusters
  Score: Raw -76172.435850 + Penalty 2178.137119 = -73994.298731
  nChanged 17
		SP:Iteration 9Q (2834.430000 sec): 3 clusters
  Score: Raw -76215.186946 + Penalty 2178.137119 = -74037.049827
  nChanged 11
		SP:Iteration 10Q (2834.430000 sec): 3 clusters
  Score: Raw -76246.027458 + Penalty 2178.137119 = -74067.890339
  nChanged 7
		SP:Iteration 11Q (2834.430000 sec): 3 clusters
  Score: Raw -76264.440839 + Penalty 2178.137119 = -74086.303720
  nChanged 3
		SP:Iteration 12Q (2834.430000 sec): 3 clusters
  Score: Raw -76271.524763 + Penalty 2178.137119 = -74093.387644
  nChanged 1
		SP:Iteration 13Q (2834.430000 sec): 3 clusters
  Score: Raw -76273.337568 + Penalty 2178.137119 = -74095.200449
  nChanged 0
		SP:Iteration 14F (2834.440000 sec): 3 clusters
  Score: Raw -76273.337568 + Penalty 2178.137119 = -74095.200449
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 53 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2834.450000 sec): 2 clusters
  Score: Raw -287723.437586 + Penalty 1291.152757 = -286432.284829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2834.450000 sec): 3 clusters
  Score: Raw -286411.920342 + Penalty 2582.305514 = -283829.614827
  nChanged 1019
		SP:Iteration 1F (2834.460000 sec): 3 clusters
  Score: Raw -287060.860782 + Penalty 2582.305514 = -284478.555267
  nChanged 230
		SP:Iteration 2F (2834.470000 sec): 3 clusters
  Score: Raw -287219.130375 + Penalty 2582.305514 = -284636.824861
  nChanged 147
		SP:Iteration 3F (2834.480000 sec): 3 clusters
  Score: Raw -287309.398587 + Penalty 2582.305514 = -284727.093073
  nChanged 109
		SP:Iteration 4Q (2834.480000 sec): 3 clusters
  Score: Raw -287379.496129 + Penalty 2582.305514 = -284797.190615
  nChanged 88
		SP:Iteration 5Q (2834.490000 sec): 3 clusters
  Score: Raw -287434.988364 + Penalty 2582.305514 = -284852.682850
  nChanged 84
		SP:Iteration 6Q (2834.500000 sec): 3 clusters
  Score: Raw -287484.718304 + Penalty 2582.305514 = -284902.412790
  nChanged 75
		SP:Iteration 7Q (2834.500000 sec): 3 clusters
  Score: Raw -287535.587696 + Penalty 2582.305514 = -284953.282182
  nChanged 68
		SP:Iteration 8Q (2834.510000 sec): 3 clusters
  Score: Raw -287585.101385 + Penalty 2582.305514 = -285002.795871
  nChanged 75
		SP:Iteration 9Q (2834.520000 sec): 3 clusters
  Score: Raw -287644.120739 + Penalty 2582.305514 = -285061.815225
  nChanged 82
		SP:Iteration 10Q (2834.520000 sec): 3 clusters
  Score: Raw -287723.303447 + Penalty 2582.305514 = -285140.997932
  nChanged 88
		SP:Iteration 11Q (2834.530000 sec): 3 clusters
  Score: Raw -287798.974545 + Penalty 2582.305514 = -285216.669031
  nChanged 85
		SP:Iteration 12Q (2834.540000 sec): 3 clusters
  Score: Raw -287872.538508 + Penalty 2582.305514 = -285290.232994
  nChanged 80
		SP:Iteration 13Q (2834.540000 sec): 3 clusters
  Score: Raw -287947.680618 + Penalty 2582.305514 = -285365.375104
  nChanged 80
		SP:Iteration 14Q (2834.550000 sec): 3 clusters
  Score: Raw -288013.506648 + Penalty 2582.305514 = -285431.201134
  nChanged 62
		SP:Iteration 15Q (2834.560000 sec): 3 clusters
  Score: Raw -288049.914189 + Penalty 2582.305514 = -285467.608675
  nChanged 33
		SP:Iteration 16Q (2834.560000 sec): 3 clusters
  Score: Raw -288066.730428 + Penalty 2582.305514 = -285484.424913
  nChanged 22
		SP:Iteration 17Q (2834.570000 sec): 3 clusters
  Score: Raw -288080.282752 + Penalty 2582.305514 = -285497.977237
  nChanged 22
		SP:Iteration 18Q (2834.580000 sec): 3 clusters
  Score: Raw -288090.470884 + Penalty 2582.305514 = -285508.165370
  nChanged 13
		SP:Iteration 19Q (2834.580000 sec): 3 clusters
  Score: Raw -288095.628515 + Penalty 2582.305514 = -285513.323001
  nChanged 5
		SP:Iteration 20F (2834.590000 sec): 3 clusters
  Score: Raw -288097.006259 + Penalty 2582.305514 = -285514.700744
  nChanged 4
		SP:Iteration 21Q (2834.600000 sec): 3 clusters
  Score: Raw -288098.343560 + Penalty 2582.305514 = -285516.038046
  nChanged 3
		SP:Iteration 22Q (2834.600000 sec): 3 clusters
  Score: Raw -288099.839432 + Penalty 2582.305514 = -285517.533918
  nChanged 4
		SP:Iteration 23Q (2834.610000 sec): 3 clusters
  Score: Raw -288100.964201 + Penalty 2582.305514 = -285518.658687
  nChanged 3
		SP:Iteration 24Q (2834.620000 sec): 3 clusters
  Score: Raw -288101.832244 + Penalty 2582.305514 = -285519.526730
  nChanged 4
		SP:Iteration 25Q (2834.620000 sec): 3 clusters
  Score: Raw -288104.020598 + Penalty 2582.305514 = -285521.715083
  nChanged 7
		SP:Iteration 26Q (2834.630000 sec): 3 clusters
  Score: Raw -288107.131855 + Penalty 2582.305514 = -285524.826340
  nChanged 4
		SP:Iteration 27Q (2834.640000 sec): 3 clusters
  Score: Raw -288108.345768 + Penalty 2582.305514 = -285526.040254
  nChanged 2
		SP:Iteration 28Q (2834.640000 sec): 3 clusters
  Score: Raw -288109.280264 + Penalty 2582.305514 = -285526.974750
  nChanged 5
		SP:Iteration 29Q (2834.650000 sec): 3 clusters
  Score: Raw -288110.401664 + Penalty 2582.305514 = -285528.096150
  nChanged 0
		SP:Iteration 30F (2834.660000 sec): 3 clusters
  Score: Raw -288110.401664 + Penalty 2582.305514 = -285528.096150
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 54 (9476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2834.690000 sec): 2 clusters
  Score: Raw -976788.067789 + Penalty 1487.934104 = -975300.133685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2834.720000 sec): 3 clusters
  Score: Raw -971446.867053 + Penalty 2975.868209 = -968470.998844
  nChanged 4125
		SP:Iteration 1F (2834.740000 sec): 3 clusters
  Score: Raw -973564.504503 + Penalty 2975.868209 = -970588.636294
  nChanged 526
		SP:Iteration 2F (2834.760000 sec): 3 clusters
  Score: Raw -973776.009261 + Penalty 2975.868209 = -970800.141052
  nChanged 457
		SP:Iteration 3Q (2834.790000 sec): 3 clusters
  Score: Raw -973965.705312 + Penalty 2975.868209 = -970989.837103
  nChanged 385
		SP:Iteration 4Q (2834.820000 sec): 3 clusters
  Score: Raw -974105.078766 + Penalty 2975.868209 = -971129.210558
  nChanged 323
		SP:Iteration 5Q (2834.840000 sec): 3 clusters
  Score: Raw -974228.237490 + Penalty 2975.868209 = -971252.369281
  nChanged 326
		SP:Iteration 6Q (2834.860000 sec): 3 clusters
  Score: Raw -974360.570219 + Penalty 2975.868209 = -971384.702010
  nChanged 338
		SP:Iteration 7Q (2834.890000 sec): 3 clusters
  Score: Raw -974499.922864 + Penalty 2975.868209 = -971524.054656
  nChanged 336
		SP:Iteration 8Q (2834.910000 sec): 3 clusters
  Score: Raw -974634.881472 + Penalty 2975.868209 = -971659.013263
  nChanged 295
		SP:Iteration 9Q (2834.940000 sec): 3 clusters
  Score: Raw -974762.395848 + Penalty 2975.868209 = -971786.527639
  nChanged 322
		SP:Iteration 10Q (2834.960000 sec): 3 clusters
  Score: Raw -974905.325128 + Penalty 2975.868209 = -971929.456920
  nChanged 298
		SP:Iteration 11Q (2834.980000 sec): 3 clusters
  Score: Raw -975033.584710 + Penalty 2975.868209 = -972057.716501
  nChanged 292
		SP:Iteration 12Q (2835.010000 sec): 3 clusters
  Score: Raw -975153.076752 + Penalty 2975.868209 = -972177.208543
  nChanged 258
		SP:Iteration 13Q (2835.030000 sec): 3 clusters
  Score: Raw -975268.556844 + Penalty 2975.868209 = -972292.688635
  nChanged 259
		SP:Iteration 14Q (2835.050000 sec): 3 clusters
  Score: Raw -975375.063904 + Penalty 2975.868209 = -972399.195695
  nChanged 259
		SP:Iteration 15Q (2835.080000 sec): 3 clusters
  Score: Raw -975479.667856 + Penalty 2975.868209 = -972503.799647
  nChanged 237
		SP:Iteration 16Q (2835.100000 sec): 3 clusters
  Score: Raw -975577.369578 + Penalty 2975.868209 = -972601.501369
  nChanged 216
		SP:Iteration 17Q (2835.120000 sec): 3 clusters
  Score: Raw -975660.073238 + Penalty 2975.868209 = -972684.205029
  nChanged 211
		SP:Iteration 18Q (2835.150000 sec): 3 clusters
  Score: Raw -975743.842021 + Penalty 2975.868209 = -972767.973812
  nChanged 177
		SP:Iteration 19Q (2835.170000 sec): 3 clusters
  Score: Raw -975817.168514 + Penalty 2975.868209 = -972841.300306
  nChanged 192
		SP:Iteration 20F (2835.200000 sec): 3 clusters
  Score: Raw -975917.073316 + Penalty 2975.868209 = -972941.205107
  nChanged 180
		SP:Iteration 21Q (2835.220000 sec): 3 clusters
  Score: Raw -976034.301840 + Penalty 2975.868209 = -973058.433631
  nChanged 207
		SP:Iteration 22Q (2835.240000 sec): 3 clusters
  Score: Raw -976141.865230 + Penalty 2975.868209 = -973165.997021
  nChanged 200
		SP:Iteration 23Q (2835.260000 sec): 3 clusters
  Score: Raw -976236.070088 + Penalty 2975.868209 = -973260.201879
  nChanged 179
		SP:Iteration 24Q (2835.290000 sec): 3 clusters
  Score: Raw -976301.443272 + Penalty 2975.868209 = -973325.575063
  nChanged 156
		SP:Iteration 25Q (2835.310000 sec): 3 clusters
  Score: Raw -976355.250120 + Penalty 2975.868209 = -973379.381911
  nChanged 134
		SP:Iteration 26Q (2835.330000 sec): 3 clusters
  Score: Raw -976400.873706 + Penalty 2975.868209 = -973425.005497
  nChanged 129
		SP:Iteration 27Q (2835.360000 sec): 3 clusters
  Score: Raw -976436.986647 + Penalty 2975.868209 = -973461.118439
  nChanged 107
		SP:Iteration 28Q (2835.380000 sec): 3 clusters
  Score: Raw -976465.436361 + Penalty 2975.868209 = -973489.568152
  nChanged 106
		SP:Iteration 29Q (2835.400000 sec): 3 clusters
  Score: Raw -976494.552101 + Penalty 2975.868209 = -973518.683892
  nChanged 88
		SP:Iteration 30Q (2835.420000 sec): 3 clusters
  Score: Raw -976517.702871 + Penalty 2975.868209 = -973541.834663
  nChanged 88
		SP:Iteration 31Q (2835.450000 sec): 3 clusters
  Score: Raw -976540.923419 + Penalty 2975.868209 = -973565.055210
  nChanged 89
		SP:Iteration 32Q (2835.470000 sec): 3 clusters
  Score: Raw -976560.636443 + Penalty 2975.868209 = -973584.768234
  nChanged 70
		SP:Iteration 33Q (2835.490000 sec): 3 clusters
  Score: Raw -976579.320256 + Penalty 2975.868209 = -973603.452047
  nChanged 64
		SP:Iteration 34Q (2835.510000 sec): 3 clusters
  Score: Raw -976596.458074 + Penalty 2975.868209 = -973620.589865
  nChanged 69
		SP:Iteration 35Q (2835.540000 sec): 3 clusters
  Score: Raw -976611.838531 + Penalty 2975.868209 = -973635.970322
  nChanged 49
		SP:Iteration 36Q (2835.560000 sec): 3 clusters
  Score: Raw -976624.695224 + Penalty 2975.868209 = -973648.827016
  nChanged 50
		SP:Iteration 37Q (2835.580000 sec): 3 clusters
  Score: Raw -976636.947354 + Penalty 2975.868209 = -973661.079145
  nChanged 38
		SP:Iteration 38Q (2835.600000 sec): 3 clusters
  Score: Raw -976646.877722 + Penalty 2975.868209 = -973671.009513
  nChanged 56
		SP:Iteration 39Q (2835.620000 sec): 3 clusters
  Score: Raw -976663.020628 + Penalty 2975.868209 = -973687.152420
  nChanged 59
		SP:Iteration 40F (2835.640000 sec): 3 clusters
  Score: Raw -976681.257870 + Penalty 2975.868209 = -973705.389662
  nChanged 65
		SP:Iteration 41Q (2835.670000 sec): 3 clusters
  Score: Raw -976699.117616 + Penalty 2975.868209 = -973723.249407
  nChanged 49
		SP:Iteration 42Q (2835.690000 sec): 3 clusters
  Score: Raw -976711.040814 + Penalty 2975.868209 = -973735.172606
  nChanged 59
		SP:Iteration 43Q (2835.710000 sec): 3 clusters
  Score: Raw -976729.505796 + Penalty 2975.868209 = -973753.637588
  nChanged 50
		SP:Iteration 44Q (2835.730000 sec): 3 clusters
  Score: Raw -976743.821632 + Penalty 2975.868209 = -973767.953423
  nChanged 50
		SP:Iteration 45Q (2835.750000 sec): 3 clusters
  Score: Raw -976759.078619 + Penalty 2975.868209 = -973783.210410
  nChanged 45
		SP:Iteration 46Q (2835.770000 sec): 3 clusters
  Score: Raw -976771.758571 + Penalty 2975.868209 = -973795.890362
  nChanged 41
		SP:Iteration 47Q (2835.800000 sec): 3 clusters
  Score: Raw -976783.203336 + Penalty 2975.868209 = -973807.335128
  nChanged 44
		SP:Iteration 48Q (2835.820000 sec): 3 clusters
  Score: Raw -976794.871537 + Penalty 2975.868209 = -973819.003328
  nChanged 49
		SP:Iteration 49Q (2835.840000 sec): 3 clusters
  Score: Raw -976807.266563 + Penalty 2975.868209 = -973831.398354
  nChanged 40
		SP:Iteration 50Q (2835.860000 sec): 3 clusters
  Score: Raw -976817.529305 + Penalty 2975.868209 = -973841.661096
  nChanged 36
		SP:Iteration 51Q (2835.880000 sec): 3 clusters
  Score: Raw -976827.549200 + Penalty 2975.868209 = -973851.680992
  nChanged 35
		SP:Iteration 52Q (2835.900000 sec): 3 clusters
  Score: Raw -976835.395169 + Penalty 2975.868209 = -973859.526960
  nChanged 28
		SP:Iteration 53Q (2835.920000 sec): 3 clusters
  Score: Raw -976843.502107 + Penalty 2975.868209 = -973867.633898
  nChanged 41
		SP:Iteration 54Q (2835.940000 sec): 3 clusters
  Score: Raw -976856.364102 + Penalty 2975.868209 = -973880.495893
  nChanged 45
		SP:Iteration 55Q (2835.960000 sec): 3 clusters
  Score: Raw -976870.129803 + Penalty 2975.868209 = -973894.261595
  nChanged 35
		SP:Iteration 56Q (2835.980000 sec): 3 clusters
  Score: Raw -976880.427909 + Penalty 2975.868209 = -973904.559700
  nChanged 35
		SP:Iteration 57Q (2836.000000 sec): 3 clusters
  Score: Raw -976891.774169 + Penalty 2975.868209 = -973915.905960
  nChanged 28
		SP:Iteration 58Q (2836.020000 sec): 3 clusters
  Score: Raw -976903.737864 + Penalty 2975.868209 = -973927.869655
  nChanged 43
		SP:Iteration 59Q (2836.040000 sec): 3 clusters
  Score: Raw -976921.157960 + Penalty 2975.868209 = -973945.289751
  nChanged 48
		SP:Iteration 60F (2836.060000 sec): 3 clusters
  Score: Raw -976938.741587 + Penalty 2975.868209 = -973962.873378
  nChanged 33
		SP:Iteration 61Q (2836.080000 sec): 3 clusters
  Score: Raw -976950.486475 + Penalty 2975.868209 = -973974.618266
  nChanged 28
		SP:Iteration 62Q (2836.100000 sec): 3 clusters
  Score: Raw -976959.630550 + Penalty 2975.868209 = -973983.762342
  nChanged 30
		SP:Iteration 63Q (2836.120000 sec): 3 clusters
  Score: Raw -976967.872341 + Penalty 2975.868209 = -973992.004132
  nChanged 22
		SP:Iteration 64Q (2836.140000 sec): 3 clusters
  Score: Raw -976975.021274 + Penalty 2975.868209 = -973999.153065
  nChanged 17
		SP:Iteration 65Q (2836.160000 sec): 3 clusters
  Score: Raw -976980.728936 + Penalty 2975.868209 = -974004.860727
  nChanged 17
		SP:Iteration 66Q (2836.180000 sec): 3 clusters
  Score: Raw -976985.947585 + Penalty 2975.868209 = -974010.079376
  nChanged 17
		SP:Iteration 67Q (2836.200000 sec): 3 clusters
  Score: Raw -976990.792248 + Penalty 2975.868209 = -974014.924039
  nChanged 13
		SP:Iteration 68Q (2836.220000 sec): 3 clusters
  Score: Raw -976993.612854 + Penalty 2975.868209 = -974017.744645
  nChanged 5
		SP:Iteration 69Q (2836.240000 sec): 3 clusters
  Score: Raw -976995.034983 + Penalty 2975.868209 = -974019.166774
  nChanged 7
		SP:Iteration 70Q (2836.260000 sec): 3 clusters
  Score: Raw -976997.854659 + Penalty 2975.868209 = -974021.986450
  nChanged 11
		SP:Iteration 71Q (2836.280000 sec): 3 clusters
  Score: Raw -977000.951475 + Penalty 2975.868209 = -974025.083266
  nChanged 14
		SP:Iteration 72Q (2836.300000 sec): 3 clusters
  Score: Raw -977004.215208 + Penalty 2975.868209 = -974028.346999
  nChanged 7
		SP:Iteration 73Q (2836.320000 sec): 3 clusters
  Score: Raw -977005.438622 + Penalty 2975.868209 = -974029.570414
  nChanged 4
		SP:Iteration 74Q (2836.340000 sec): 3 clusters
  Score: Raw -977006.340011 + Penalty 2975.868209 = -974030.471803
  nChanged 5
		SP:Iteration 75Q (2836.360000 sec): 3 clusters
  Score: Raw -977007.867856 + Penalty 2975.868209 = -974031.999647
  nChanged 7
		SP:Iteration 76Q (2836.380000 sec): 3 clusters
  Score: Raw -977010.131708 + Penalty 2975.868209 = -974034.263499
  nChanged 7
		SP:Iteration 77Q (2836.400000 sec): 3 clusters
  Score: Raw -977011.848372 + Penalty 2975.868209 = -974035.980163
  nChanged 6
		SP:Iteration 78Q (2836.420000 sec): 3 clusters
  Score: Raw -977013.491768 + Penalty 2975.868209 = -974037.623559
  nChanged 7
		SP:Iteration 79Q (2836.440000 sec): 3 clusters
  Score: Raw -977015.172058 + Penalty 2975.868209 = -974039.303849
  nChanged 3
		SP:Iteration 80F (2836.460000 sec): 3 clusters
  Score: Raw -977015.985071 + Penalty 2975.868209 = -974040.116862
  nChanged 1
		SP:Iteration 81Q (2836.480000 sec): 3 clusters
  Score: Raw -977016.269710 + Penalty 2975.868209 = -974040.401501
  nChanged 3
		SP:Iteration 82Q (2836.500000 sec): 3 clusters
  Score: Raw -977017.068678 + Penalty 2975.868209 = -974041.200469
  nChanged 2
		SP:Iteration 83Q (2836.520000 sec): 3 clusters
  Score: Raw -977017.354584 + Penalty 2975.868209 = -974041.486375
  nChanged 1
		SP:Iteration 84Q (2836.540000 sec): 3 clusters
  Score: Raw -977017.522954 + Penalty 2975.868209 = -974041.654745
  nChanged 1
		SP:Iteration 85Q (2836.560000 sec): 3 clusters
  Score: Raw -977017.774111 + Penalty 2975.868209 = -974041.905902
  nChanged 1
		SP:Iteration 86Q (2836.580000 sec): 3 clusters
  Score: Raw -977018.248010 + Penalty 2975.868209 = -974042.379802
  nChanged 2
		SP:Iteration 87Q (2836.590000 sec): 3 clusters
  Score: Raw -977018.712923 + Penalty 2975.868209 = -974042.844714
  nChanged 1
		SP:Iteration 88Q (2836.610000 sec): 3 clusters
  Score: Raw -977018.883612 + Penalty 2975.868209 = -974043.015404
  nChanged 2
		SP:Iteration 89Q (2836.630000 sec): 3 clusters
  Score: Raw -977019.309799 + Penalty 2975.868209 = -974043.441590
  nChanged 1
		SP:Iteration 90Q (2836.650000 sec): 3 clusters
  Score: Raw -977019.623075 + Penalty 2975.868209 = -974043.754866
  nChanged 3
		SP:Iteration 91Q (2836.670000 sec): 3 clusters
  Score: Raw -977020.039679 + Penalty 2975.868209 = -974044.171470
  nChanged 0
		SP:Iteration 92F (2836.700000 sec): 3 clusters
  Score: Raw -977020.039679 + Penalty 2975.868209 = -974044.171470
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 55 (1726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2836.710000 sec): 2 clusters
  Score: Raw -156955.822321 + Penalty 1211.203804 = -155744.618517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2836.710000 sec): 3 clusters
  Score: Raw -156287.381602 + Penalty 2422.407608 = -153864.973994
  nChanged 589
		SP:Iteration 1F (2836.720000 sec): 3 clusters
  Score: Raw -156759.912492 + Penalty 2422.407608 = -154337.504884
  nChanged 157
		SP:Iteration 2F (2836.720000 sec): 3 clusters
  Score: Raw -156920.305004 + Penalty 2422.407608 = -154497.897395
  nChanged 108
		SP:Iteration 3F (2836.720000 sec): 3 clusters
  Score: Raw -157027.204989 + Penalty 2422.407608 = -154604.797381
  nChanged 87
		SP:Iteration 4F (2836.730000 sec): 3 clusters
  Score: Raw -157116.795771 + Penalty 2422.407608 = -154694.388163
  nChanged 79
		SP:Iteration 5Q (2836.740000 sec): 3 clusters
  Score: Raw -157190.858853 + Penalty 2422.407608 = -154768.451245
  nChanged 55
		SP:Iteration 6Q (2836.740000 sec): 3 clusters
  Score: Raw -157253.916257 + Penalty 2422.407608 = -154831.508649
  nChanged 49
		SP:Iteration 7Q (2836.740000 sec): 3 clusters
  Score: Raw -157308.212541 + Penalty 2422.407608 = -154885.804932
  nChanged 46
		SP:Iteration 8Q (2836.750000 sec): 3 clusters
  Score: Raw -157355.636291 + Penalty 2422.407608 = -154933.228683
  nChanged 29
		SP:Iteration 9Q (2836.750000 sec): 3 clusters
  Score: Raw -157384.255042 + Penalty 2422.407608 = -154961.847433
  nChanged 24
		SP:Iteration 10Q (2836.760000 sec): 3 clusters
  Score: Raw -157406.349785 + Penalty 2422.407608 = -154983.942177
  nChanged 19
		SP:Iteration 11Q (2836.760000 sec): 3 clusters
  Score: Raw -157421.310412 + Penalty 2422.407608 = -154998.902804
  nChanged 11
		SP:Iteration 12Q (2836.760000 sec): 3 clusters
  Score: Raw -157427.390749 + Penalty 2422.407608 = -155004.983140
  nChanged 7
		SP:Iteration 13Q (2836.770000 sec): 3 clusters
  Score: Raw -157432.861408 + Penalty 2422.407608 = -155010.453799
  nChanged 3
		SP:Iteration 14Q (2836.770000 sec): 3 clusters
  Score: Raw -157435.208881 + Penalty 2422.407608 = -155012.801273
  nChanged 4
		SP:Iteration 15Q (2836.780000 sec): 3 clusters
  Score: Raw -157439.146759 + Penalty 2422.407608 = -155016.739151
  nChanged 6
		SP:Iteration 16Q (2836.780000 sec): 3 clusters
  Score: Raw -157445.116941 + Penalty 2422.407608 = -155022.709332
  nChanged 4
		SP:Iteration 17Q (2836.780000 sec): 3 clusters
  Score: Raw -157446.888161 + Penalty 2422.407608 = -155024.480553
  nChanged 1
		SP:Iteration 18Q (2836.790000 sec): 3 clusters
  Score: Raw -157447.860237 + Penalty 2422.407608 = -155025.452629
  nChanged 4
		SP:Iteration 19Q (2836.790000 sec): 3 clusters
  Score: Raw -157449.258836 + Penalty 2422.407608 = -155026.851227
  nChanged 3
		SP:Iteration 20F (2836.800000 sec): 3 clusters
  Score: Raw -157450.336962 + Penalty 2422.407608 = -155027.929354
  nChanged 2
		SP:Iteration 21Q (2836.800000 sec): 3 clusters
  Score: Raw -157451.304386 + Penalty 2422.407608 = -155028.896778
  nChanged 1
		SP:Iteration 22Q (2836.800000 sec): 3 clusters
  Score: Raw -157452.071093 + Penalty 2422.407608 = -155029.663485
  nChanged 4
		SP:Iteration 23Q (2836.810000 sec): 3 clusters
  Score: Raw -157454.666907 + Penalty 2422.407608 = -155032.259299
  nChanged 5
		SP:Iteration 24Q (2836.810000 sec): 3 clusters
  Score: Raw -157457.141973 + Penalty 2422.407608 = -155034.734365
  nChanged 2
		SP:Iteration 25Q (2836.820000 sec): 3 clusters
  Score: Raw -157459.222622 + Penalty 2422.407608 = -155036.815013
  nChanged 1
		SP:Iteration 26Q (2836.820000 sec): 3 clusters
  Score: Raw -157459.804220 + Penalty 2422.407608 = -155037.396612
  nChanged 1
		SP:Iteration 27Q (2836.820000 sec): 3 clusters
  Score: Raw -157460.908048 + Penalty 2422.407608 = -155038.500439
  nChanged 1
		SP:Iteration 28Q (2836.830000 sec): 3 clusters
  Score: Raw -157461.330863 + Penalty 2422.407608 = -155038.923255
  nChanged 0
		SP:Iteration 29F (2836.830000 sec): 3 clusters
  Score: Raw -157461.330863 + Penalty 2422.407608 = -155038.923255
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 56 (1279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2836.840000 sec): 2 clusters
  Score: Raw -132919.519401 + Penalty 1162.497993 = -131757.021408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2836.840000 sec): 3 clusters
  Score: Raw -132462.867030 + Penalty 2324.995986 = -130137.871044
  nChanged 400
		SP:Iteration 1F (2836.850000 sec): 3 clusters
  Score: Raw -132756.056720 + Penalty 2324.995986 = -130431.060734
  nChanged 90
		SP:Iteration 2F (2836.850000 sec): 3 clusters
  Score: Raw -132822.264964 + Penalty 2324.995986 = -130497.268978
  nChanged 48
		SP:Iteration 3Q (2836.850000 sec): 3 clusters
  Score: Raw -132860.233340 + Penalty 2324.995986 = -130535.237355
  nChanged 31
		SP:Iteration 4Q (2836.860000 sec): 3 clusters
  Score: Raw -132885.320610 + Penalty 2324.995986 = -130560.324625
  nChanged 24
		SP:Iteration 5Q (2836.860000 sec): 3 clusters
  Score: Raw -132904.831809 + Penalty 2324.995986 = -130579.835823
  nChanged 12
		SP:Iteration 6Q (2836.860000 sec): 3 clusters
  Score: Raw -132916.821145 + Penalty 2324.995986 = -130591.825160
  nChanged 10
		SP:Iteration 7Q (2836.860000 sec): 3 clusters
  Score: Raw -132922.313752 + Penalty 2324.995986 = -130597.317766
  nChanged 5
		SP:Iteration 8Q (2836.870000 sec): 3 clusters
  Score: Raw -132926.398128 + Penalty 2324.995986 = -130601.402142
  nChanged 7
		SP:Iteration 9Q (2836.870000 sec): 3 clusters
  Score: Raw -132932.222964 + Penalty 2324.995986 = -130607.226978
  nChanged 8
		SP:Iteration 10Q (2836.880000 sec): 3 clusters
  Score: Raw -132937.026813 + Penalty 2324.995986 = -130612.030828
  nChanged 2
		SP:Iteration 11Q (2836.880000 sec): 3 clusters
  Score: Raw -132937.729879 + Penalty 2324.995986 = -130612.733894
  nChanged 2
		SP:Iteration 12Q (2836.880000 sec): 3 clusters
  Score: Raw -132938.523918 + Penalty 2324.995986 = -130613.527933
  nChanged 1
		SP:Iteration 13Q (2836.880000 sec): 3 clusters
  Score: Raw -132939.047082 + Penalty 2324.995986 = -130614.051096
  nChanged 1
		SP:Iteration 14Q (2836.890000 sec): 3 clusters
  Score: Raw -132939.910086 + Penalty 2324.995986 = -130614.914101
  nChanged 0
		SP:Iteration 15F (2836.890000 sec): 3 clusters
  Score: Raw -132939.910086 + Penalty 2324.995986 = -130614.914101
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 57 (3701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2836.900000 sec): 2 clusters
  Score: Raw -285253.193068 + Penalty 1335.158229 = -283918.034839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2836.920000 sec): 3 clusters
  Score: Raw -283464.111710 + Penalty 2670.316458 = -280793.795252
  nChanged 1529
		SP:Iteration 1F (2836.920000 sec): 3 clusters
  Score: Raw -284728.308639 + Penalty 2670.316458 = -282057.992181
  nChanged 439
		SP:Iteration 2F (2836.930000 sec): 3 clusters
  Score: Raw -285204.528162 + Penalty 2670.316458 = -282534.211704
  nChanged 270
		SP:Iteration 3F (2836.940000 sec): 3 clusters
  Score: Raw -285476.487268 + Penalty 2670.316458 = -282806.170810
  nChanged 212
		SP:Iteration 4F (2836.950000 sec): 3 clusters
  Score: Raw -285658.511257 + Penalty 2670.316458 = -282988.194799
  nChanged 133
		SP:Iteration 5Q (2836.960000 sec): 3 clusters
  Score: Raw -285729.263247 + Penalty 2670.316458 = -283058.946789
  nChanged 75
		SP:Iteration 6Q (2836.970000 sec): 3 clusters
  Score: Raw -285766.693113 + Penalty 2670.316458 = -283096.376655
  nChanged 58
		SP:Iteration 7Q (2836.980000 sec): 3 clusters
  Score: Raw -285790.463250 + Penalty 2670.316458 = -283120.146792
  nChanged 44
		SP:Iteration 8Q (2836.990000 sec): 3 clusters
  Score: Raw -285806.670053 + Penalty 2670.316458 = -283136.353595
  nChanged 33
		SP:Iteration 9Q (2837.000000 sec): 3 clusters
  Score: Raw -285818.950487 + Penalty 2670.316458 = -283148.634029
  nChanged 30
		SP:Iteration 10Q (2837.000000 sec): 3 clusters
  Score: Raw -285830.605141 + Penalty 2670.316458 = -283160.288683
  nChanged 30
		SP:Iteration 11Q (2837.010000 sec): 3 clusters
  Score: Raw -285843.925379 + Penalty 2670.316458 = -283173.608921
  nChanged 30
		SP:Iteration 12Q (2837.020000 sec): 3 clusters
  Score: Raw -285859.077572 + Penalty 2670.316458 = -283188.761114
  nChanged 32
		SP:Iteration 13Q (2837.030000 sec): 3 clusters
  Score: Raw -285880.560224 + Penalty 2670.316458 = -283210.243766
  nChanged 34
		SP:Iteration 14Q (2837.040000 sec): 3 clusters
  Score: Raw -285903.412938 + Penalty 2670.316458 = -283233.096480
  nChanged 38
		SP:Iteration 15Q (2837.050000 sec): 3 clusters
  Score: Raw -285920.334853 + Penalty 2670.316458 = -283250.018395
  nChanged 29
		SP:Iteration 16Q (2837.060000 sec): 3 clusters
  Score: Raw -285931.396286 + Penalty 2670.316458 = -283261.079828
  nChanged 17
		SP:Iteration 17Q (2837.070000 sec): 3 clusters
  Score: Raw -285937.527808 + Penalty 2670.316458 = -283267.211350
  nChanged 19
		SP:Iteration 18Q (2837.080000 sec): 3 clusters
  Score: Raw -285948.927304 + Penalty 2670.316458 = -283278.610845
  nChanged 29
		SP:Iteration 19Q (2837.080000 sec): 3 clusters
  Score: Raw -285960.285066 + Penalty 2670.316458 = -283289.968608
  nChanged 19
		SP:Iteration 20F (2837.090000 sec): 3 clusters
  Score: Raw -285967.018381 + Penalty 2670.316458 = -283296.701923
  nChanged 13
		SP:Iteration 21Q (2837.100000 sec): 3 clusters
  Score: Raw -285972.187831 + Penalty 2670.316458 = -283301.871373
  nChanged 16
		SP:Iteration 22Q (2837.110000 sec): 3 clusters
  Score: Raw -285978.697150 + Penalty 2670.316458 = -283308.380692
  nChanged 17
		SP:Iteration 23Q (2837.120000 sec): 3 clusters
  Score: Raw -285986.147418 + Penalty 2670.316458 = -283315.830960
  nChanged 12
		SP:Iteration 24Q (2837.130000 sec): 3 clusters
  Score: Raw -285990.664653 + Penalty 2670.316458 = -283320.348195
  nChanged 14
		SP:Iteration 25Q (2837.140000 sec): 3 clusters
  Score: Raw -285995.956767 + Penalty 2670.316458 = -283325.640309
  nChanged 15
		SP:Iteration 26Q (2837.150000 sec): 3 clusters
  Score: Raw -286003.109769 + Penalty 2670.316458 = -283332.793311
  nChanged 19
		SP:Iteration 27Q (2837.160000 sec): 3 clusters
  Score: Raw -286012.321404 + Penalty 2670.316458 = -283342.004946
  nChanged 29
		SP:Iteration 28Q (2837.160000 sec): 3 clusters
  Score: Raw -286023.714748 + Penalty 2670.316458 = -283353.398290
  nChanged 26
		SP:Iteration 29Q (2837.170000 sec): 3 clusters
  Score: Raw -286035.624976 + Penalty 2670.316458 = -283365.308518
  nChanged 23
		SP:Iteration 30Q (2837.180000 sec): 3 clusters
  Score: Raw -286047.168104 + Penalty 2670.316458 = -283376.851646
  nChanged 30
		SP:Iteration 31Q (2837.190000 sec): 3 clusters
  Score: Raw -286066.605068 + Penalty 2670.316458 = -283396.288610
  nChanged 41
		SP:Iteration 32Q (2837.200000 sec): 3 clusters
  Score: Raw -286092.500209 + Penalty 2670.316458 = -283422.183751
  nChanged 43
		SP:Iteration 33Q (2837.210000 sec): 3 clusters
  Score: Raw -286135.525603 + Penalty 2670.316458 = -283465.209145
  nChanged 61
		SP:Iteration 34Q (2837.220000 sec): 3 clusters
  Score: Raw -286198.049588 + Penalty 2670.316458 = -283527.733130
  nChanged 71
		SP:Iteration 35Q (2837.220000 sec): 3 clusters
  Score: Raw -286293.719428 + Penalty 2670.316458 = -283623.402970
  nChanged 100
		SP:Iteration 36Q (2837.230000 sec): 3 clusters
  Score: Raw -286482.562959 + Penalty 2670.316458 = -283812.246501
  nChanged 121
		SP:Iteration 37Q (2837.240000 sec): 3 clusters
  Score: Raw -286687.907807 + Penalty 2670.316458 = -284017.591349
  nChanged 106
		SP:Iteration 38Q (2837.250000 sec): 3 clusters
  Score: Raw -286888.663723 + Penalty 2670.316458 = -284218.347265
  nChanged 85
		SP:Iteration 39Q (2837.260000 sec): 3 clusters
  Score: Raw -287018.512242 + Penalty 2670.316458 = -284348.195784
  nChanged 46
		SP:Iteration 40F (2837.260000 sec): 3 clusters
  Score: Raw -287120.777277 + Penalty 2670.316458 = -284450.460819
  nChanged 42
		SP:Iteration 41Q (2837.270000 sec): 3 clusters
  Score: Raw -287278.992783 + Penalty 2670.316458 = -284608.676325
  nChanged 39
		SP:Iteration 42Q (2837.280000 sec): 3 clusters
  Score: Raw -287450.613264 + Penalty 2670.316458 = -284780.296806
  nChanged 20
		SP:Iteration 43Q (2837.280000 sec): 3 clusters
  Score: Raw -287476.623426 + Penalty 2670.316458 = -284806.306968
  nChanged 12
		SP:Iteration 44Q (2837.290000 sec): 3 clusters
  Score: Raw -287482.139797 + Penalty 2670.316458 = -284811.823339
  nChanged 6
		SP:Iteration 45Q (2837.300000 sec): 3 clusters
  Score: Raw -287483.777886 + Penalty 2670.316458 = -284813.461428
  nChanged 1
		SP:Iteration 46Q (2837.300000 sec): 3 clusters
  Score: Raw -287484.027247 + Penalty 2670.316458 = -284813.710789
  nChanged 2
		SP:Iteration 47Q (2837.310000 sec): 3 clusters
  Score: Raw -287484.381350 + Penalty 2670.316458 = -284814.064892
  nChanged 0
		SP:Iteration 48F (2837.320000 sec): 3 clusters
  Score: Raw -287484.381350 + Penalty 2670.316458 = -284814.064892
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 58 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2837.330000 sec): 2 clusters
  Score: Raw -173958.906427 + Penalty 1212.236150 = -172746.670277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2837.340000 sec): 3 clusters
  Score: Raw -173202.896684 + Penalty 2424.472299 = -170778.424385
  nChanged 610
		SP:Iteration 1F (2837.340000 sec): 3 clusters
  Score: Raw -173587.671348 + Penalty 2424.472299 = -171163.199049
  nChanged 124
		SP:Iteration 2F (2837.340000 sec): 3 clusters
  Score: Raw -173676.180658 + Penalty 2424.472299 = -171251.708359
  nChanged 61
		SP:Iteration 3Q (2837.350000 sec): 3 clusters
  Score: Raw -173720.916061 + Penalty 2424.472299 = -171296.443762
  nChanged 50
		SP:Iteration 4Q (2837.350000 sec): 3 clusters
  Score: Raw -173754.538068 + Penalty 2424.472299 = -171330.065769
  nChanged 49
		SP:Iteration 5Q (2837.360000 sec): 3 clusters
  Score: Raw -173786.899289 + Penalty 2424.472299 = -171362.426990
  nChanged 40
		SP:Iteration 6Q (2837.360000 sec): 3 clusters
  Score: Raw -173814.734704 + Penalty 2424.472299 = -171390.262405
  nChanged 35
		SP:Iteration 7Q (2837.370000 sec): 3 clusters
  Score: Raw -173834.185469 + Penalty 2424.472299 = -171409.713170
  nChanged 20
		SP:Iteration 8Q (2837.370000 sec): 3 clusters
  Score: Raw -173843.723905 + Penalty 2424.472299 = -171419.251606
  nChanged 14
		SP:Iteration 9Q (2837.380000 sec): 3 clusters
  Score: Raw -173851.698814 + Penalty 2424.472299 = -171427.226515
  nChanged 14
		SP:Iteration 10Q (2837.380000 sec): 3 clusters
  Score: Raw -173858.931224 + Penalty 2424.472299 = -171434.458925
  nChanged 15
		SP:Iteration 11Q (2837.380000 sec): 3 clusters
  Score: Raw -173864.798681 + Penalty 2424.472299 = -171440.326382
  nChanged 14
		SP:Iteration 12Q (2837.390000 sec): 3 clusters
  Score: Raw -173871.008751 + Penalty 2424.472299 = -171446.536452
  nChanged 14
		SP:Iteration 13Q (2837.390000 sec): 3 clusters
  Score: Raw -173875.098595 + Penalty 2424.472299 = -171450.626296
  nChanged 5
		SP:Iteration 14Q (2837.400000 sec): 3 clusters
  Score: Raw -173876.846553 + Penalty 2424.472299 = -171452.374254
  nChanged 5
		SP:Iteration 15Q (2837.400000 sec): 3 clusters
  Score: Raw -173879.445812 + Penalty 2424.472299 = -171454.973513
  nChanged 2
		SP:Iteration 16Q (2837.410000 sec): 3 clusters
  Score: Raw -173880.199777 + Penalty 2424.472299 = -171455.727478
  nChanged 3
		SP:Iteration 17Q (2837.410000 sec): 3 clusters
  Score: Raw -173881.719480 + Penalty 2424.472299 = -171457.247181
  nChanged 3
		SP:Iteration 18Q (2837.420000 sec): 3 clusters
  Score: Raw -173883.077848 + Penalty 2424.472299 = -171458.605549
  nChanged 2
		SP:Iteration 19Q (2837.420000 sec): 3 clusters
  Score: Raw -173883.851625 + Penalty 2424.472299 = -171459.379326
  nChanged 2
		SP:Iteration 20F (2837.420000 sec): 3 clusters
  Score: Raw -173884.748884 + Penalty 2424.472299 = -171460.276585
  nChanged 3
		SP:Iteration 21Q (2837.430000 sec): 3 clusters
  Score: Raw -173887.001152 + Penalty 2424.472299 = -171462.528853
  nChanged 2
		SP:Iteration 22Q (2837.430000 sec): 3 clusters
  Score: Raw -173887.921519 + Penalty 2424.472299 = -171463.449220
  nChanged 5
		SP:Iteration 23Q (2837.440000 sec): 3 clusters
  Score: Raw -173889.791677 + Penalty 2424.472299 = -171465.319378
  nChanged 1
		SP:Iteration 24Q (2837.440000 sec): 3 clusters
  Score: Raw -173889.949879 + Penalty 2424.472299 = -171465.477580
  nChanged 0
		SP:Iteration 25F (2837.440000 sec): 3 clusters
  Score: Raw -173889.949879 + Penalty 2424.472299 = -171465.477580
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 59 (2439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2837.460000 sec): 2 clusters
  Score: Raw -259325.960909 + Penalty 1267.393302 = -258058.567607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2837.460000 sec): 3 clusters
  Score: Raw -258252.068037 + Penalty 2534.786604 = -255717.281432
  nChanged 916
		SP:Iteration 1F (2837.470000 sec): 3 clusters
  Score: Raw -258789.178965 + Penalty 2534.786604 = -256254.392361
  nChanged 178
		SP:Iteration 2F (2837.480000 sec): 3 clusters
  Score: Raw -258891.919940 + Penalty 2534.786604 = -256357.133336
  nChanged 92
		SP:Iteration 3Q (2837.480000 sec): 3 clusters
  Score: Raw -258937.465754 + Penalty 2534.786604 = -256402.679150
  nChanged 67
		SP:Iteration 4Q (2837.490000 sec): 3 clusters
  Score: Raw -258971.767583 + Penalty 2534.786604 = -256436.980978
  nChanged 39
		SP:Iteration 5Q (2837.490000 sec): 3 clusters
  Score: Raw -258992.139150 + Penalty 2534.786604 = -256457.352545
  nChanged 41
		SP:Iteration 6Q (2837.500000 sec): 3 clusters
  Score: Raw -259011.581926 + Penalty 2534.786604 = -256476.795322
  nChanged 32
		SP:Iteration 7Q (2837.500000 sec): 3 clusters
  Score: Raw -259027.850303 + Penalty 2534.786604 = -256493.063698
  nChanged 29
		SP:Iteration 8Q (2837.510000 sec): 3 clusters
  Score: Raw -259039.285669 + Penalty 2534.786604 = -256504.499064
  nChanged 22
		SP:Iteration 9Q (2837.520000 sec): 3 clusters
  Score: Raw -259050.034040 + Penalty 2534.786604 = -256515.247436
  nChanged 21
		SP:Iteration 10Q (2837.520000 sec): 3 clusters
  Score: Raw -259056.747516 + Penalty 2534.786604 = -256521.960911
  nChanged 17
		SP:Iteration 11Q (2837.530000 sec): 3 clusters
  Score: Raw -259064.875289 + Penalty 2534.786604 = -256530.088685
  nChanged 13
		SP:Iteration 12Q (2837.540000 sec): 3 clusters
  Score: Raw -259069.652290 + Penalty 2534.786604 = -256534.865686
  nChanged 13
		SP:Iteration 13Q (2837.540000 sec): 3 clusters
  Score: Raw -259075.935819 + Penalty 2534.786604 = -256541.149215
  nChanged 17
		SP:Iteration 14Q (2837.550000 sec): 3 clusters
  Score: Raw -259082.743176 + Penalty 2534.786604 = -256547.956572
  nChanged 17
		SP:Iteration 15Q (2837.560000 sec): 3 clusters
  Score: Raw -259089.884707 + Penalty 2534.786604 = -256555.098103
  nChanged 10
		SP:Iteration 16Q (2837.560000 sec): 3 clusters
  Score: Raw -259093.212855 + Penalty 2534.786604 = -256558.426250
  nChanged 9
		SP:Iteration 17Q (2837.570000 sec): 3 clusters
  Score: Raw -259097.773409 + Penalty 2534.786604 = -256562.986805
  nChanged 8
		SP:Iteration 18Q (2837.570000 sec): 3 clusters
  Score: Raw -259100.850929 + Penalty 2534.786604 = -256566.064325
  nChanged 2
		SP:Iteration 19Q (2837.580000 sec): 3 clusters
  Score: Raw -259101.431534 + Penalty 2534.786604 = -256566.644930
  nChanged 1
		SP:Iteration 20F (2837.580000 sec): 3 clusters
  Score: Raw -259102.832685 + Penalty 2534.786604 = -256568.046081
  nChanged 1
		SP:Iteration 21Q (2837.590000 sec): 3 clusters
  Score: Raw -259103.302923 + Penalty 2534.786604 = -256568.516319
  nChanged 3
		SP:Iteration 22Q (2837.600000 sec): 3 clusters
  Score: Raw -259103.693116 + Penalty 2534.786604 = -256568.906512
  nChanged 2
		SP:Iteration 23Q (2837.600000 sec): 3 clusters
  Score: Raw -259104.556177 + Penalty 2534.786604 = -256569.769572
  nChanged 2
		SP:Iteration 24Q (2837.610000 sec): 3 clusters
  Score: Raw -259104.907540 + Penalty 2534.786604 = -256570.120936
  nChanged 1
		SP:Iteration 25Q (2837.620000 sec): 3 clusters
  Score: Raw -259105.064568 + Penalty 2534.786604 = -256570.277963
  nChanged 0
		SP:Iteration 26F (2837.620000 sec): 3 clusters
  Score: Raw -259105.064568 + Penalty 2534.786604 = -256570.277963
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 60 (2781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2837.630000 sec): 2 clusters
  Score: Raw -251063.103083 + Penalty 1288.716951 = -249774.386131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2837.640000 sec): 3 clusters
  Score: Raw -249760.026700 + Penalty 2577.433903 = -247182.592797
  nChanged 1072
		SP:Iteration 1F (2837.650000 sec): 3 clusters
  Score: Raw -250555.551162 + Penalty 2577.433903 = -247978.117259
  nChanged 252
		SP:Iteration 2F (2837.660000 sec): 3 clusters
  Score: Raw -250835.532186 + Penalty 2577.433903 = -248258.098284
  nChanged 213
		SP:Iteration 3F (2837.660000 sec): 3 clusters
  Score: Raw -251055.987433 + Penalty 2577.433903 = -248478.553530
  nChanged 178
		SP:Iteration 4F (2837.670000 sec): 3 clusters
  Score: Raw -251248.516876 + Penalty 2577.433903 = -248671.082973
  nChanged 147
		SP:Iteration 5F (2837.680000 sec): 3 clusters
  Score: Raw -251396.099852 + Penalty 2577.433903 = -248818.665949
  nChanged 125
		SP:Iteration 6Q (2837.680000 sec): 3 clusters
  Score: Raw -251526.065825 + Penalty 2577.433903 = -248948.631922
  nChanged 108
		SP:Iteration 7Q (2837.690000 sec): 3 clusters
  Score: Raw -251624.309584 + Penalty 2577.433903 = -249046.875681
  nChanged 78
		SP:Iteration 8Q (2837.700000 sec): 3 clusters
  Score: Raw -251681.218188 + Penalty 2577.433903 = -249103.784285
  nChanged 49
		SP:Iteration 9Q (2837.700000 sec): 3 clusters
  Score: Raw -251724.827046 + Penalty 2577.433903 = -249147.393144
  nChanged 48
		SP:Iteration 10Q (2837.710000 sec): 3 clusters
  Score: Raw -251753.154996 + Penalty 2577.433903 = -249175.721093
  nChanged 29
		SP:Iteration 11Q (2837.720000 sec): 3 clusters
  Score: Raw -251771.281100 + Penalty 2577.433903 = -249193.847198
  nChanged 33
		SP:Iteration 12Q (2837.720000 sec): 3 clusters
  Score: Raw -251798.373677 + Penalty 2577.433903 = -249220.939775
  nChanged 34
		SP:Iteration 13Q (2837.730000 sec): 3 clusters
  Score: Raw -251828.918615 + Penalty 2577.433903 = -249251.484713
  nChanged 39
		SP:Iteration 14Q (2837.740000 sec): 3 clusters
  Score: Raw -251863.636218 + Penalty 2577.433903 = -249286.202315
  nChanged 34
		SP:Iteration 15Q (2837.740000 sec): 3 clusters
  Score: Raw -251896.970762 + Penalty 2577.433903 = -249319.536859
  nChanged 27
		SP:Iteration 16Q (2837.750000 sec): 3 clusters
  Score: Raw -251920.747151 + Penalty 2577.433903 = -249343.313248
  nChanged 21
		SP:Iteration 17Q (2837.750000 sec): 3 clusters
  Score: Raw -251931.716604 + Penalty 2577.433903 = -249354.282701
  nChanged 14
		SP:Iteration 18Q (2837.760000 sec): 3 clusters
  Score: Raw -251941.433734 + Penalty 2577.433903 = -249363.999831
  nChanged 9
		SP:Iteration 19Q (2837.770000 sec): 3 clusters
  Score: Raw -251948.029313 + Penalty 2577.433903 = -249370.595410
  nChanged 7
		SP:Iteration 20F (2837.770000 sec): 3 clusters
  Score: Raw -251953.779751 + Penalty 2577.433903 = -249376.345848
  nChanged 6
		SP:Iteration 21Q (2837.780000 sec): 3 clusters
  Score: Raw -251957.026910 + Penalty 2577.433903 = -249379.593007
  nChanged 9
		SP:Iteration 22Q (2837.780000 sec): 3 clusters
  Score: Raw -251963.163675 + Penalty 2577.433903 = -249385.729773
  nChanged 4
		SP:Iteration 23Q (2837.790000 sec): 3 clusters
  Score: Raw -251965.428657 + Penalty 2577.433903 = -249387.994754
  nChanged 3
		SP:Iteration 24Q (2837.800000 sec): 3 clusters
  Score: Raw -251966.681051 + Penalty 2577.433903 = -249389.247149
  nChanged 2
		SP:Iteration 25Q (2837.800000 sec): 3 clusters
  Score: Raw -251967.120584 + Penalty 2577.433903 = -249389.686682
  nChanged 1
		SP:Iteration 26Q (2837.810000 sec): 3 clusters
  Score: Raw -251967.348431 + Penalty 2577.433903 = -249389.914528
  nChanged 0
		SP:Iteration 27F (2837.820000 sec): 3 clusters
  Score: Raw -251967.348431 + Penalty 2577.433903 = -249389.914528
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 61 (5232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2837.840000 sec): 2 clusters
  Score: Raw -512456.221306 + Penalty 1391.414195 = -511064.807111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2837.850000 sec): 3 clusters
  Score: Raw -509686.040686 + Penalty 2782.828390 = -506903.212295
  nChanged 2133
		SP:Iteration 1F (2837.860000 sec): 3 clusters
  Score: Raw -510841.075540 + Penalty 2782.828390 = -508058.247150
  nChanged 316
		SP:Iteration 2F (2837.880000 sec): 3 clusters
  Score: Raw -511001.127145 + Penalty 2782.828390 = -508218.298755
  nChanged 257
		SP:Iteration 3Q (2837.890000 sec): 3 clusters
  Score: Raw -511126.633117 + Penalty 2782.828390 = -508343.804727
  nChanged 219
		SP:Iteration 4Q (2837.900000 sec): 3 clusters
  Score: Raw -511240.478478 + Penalty 2782.828390 = -508457.650088
  nChanged 198
		SP:Iteration 5Q (2837.920000 sec): 3 clusters
  Score: Raw -511343.608645 + Penalty 2782.828390 = -508560.780255
  nChanged 192
		SP:Iteration 6Q (2837.930000 sec): 3 clusters
  Score: Raw -511447.741095 + Penalty 2782.828390 = -508664.912705
  nChanged 198
		SP:Iteration 7Q (2837.940000 sec): 3 clusters
  Score: Raw -511548.461055 + Penalty 2782.828390 = -508765.632665
  nChanged 194
		SP:Iteration 8Q (2837.960000 sec): 3 clusters
  Score: Raw -511653.774924 + Penalty 2782.828390 = -508870.946534
  nChanged 188
		SP:Iteration 9Q (2837.970000 sec): 3 clusters
  Score: Raw -511759.605750 + Penalty 2782.828390 = -508976.777360
  nChanged 205
		SP:Iteration 10Q (2837.980000 sec): 3 clusters
  Score: Raw -511886.110768 + Penalty 2782.828390 = -509103.282378
  nChanged 188
		SP:Iteration 11Q (2838.000000 sec): 3 clusters
  Score: Raw -512010.401965 + Penalty 2782.828390 = -509227.573574
  nChanged 184
		SP:Iteration 12Q (2838.010000 sec): 3 clusters
  Score: Raw -512147.887084 + Penalty 2782.828390 = -509365.058694
  nChanged 170
		SP:Iteration 13Q (2838.020000 sec): 3 clusters
  Score: Raw -512277.538639 + Penalty 2782.828390 = -509494.710248
  nChanged 159
		SP:Iteration 14Q (2838.040000 sec): 3 clusters
  Score: Raw -512413.180284 + Penalty 2782.828390 = -509630.351894
  nChanged 128
		SP:Iteration 15Q (2838.050000 sec): 3 clusters
  Score: Raw -512518.745987 + Penalty 2782.828390 = -509735.917597
  nChanged 86
		SP:Iteration 16Q (2838.060000 sec): 3 clusters
  Score: Raw -512578.301665 + Penalty 2782.828390 = -509795.473274
  nChanged 53
		SP:Iteration 17Q (2838.070000 sec): 3 clusters
  Score: Raw -512608.902879 + Penalty 2782.828390 = -509826.074489
  nChanged 55
		SP:Iteration 18Q (2838.080000 sec): 3 clusters
  Score: Raw -512642.767062 + Penalty 2782.828390 = -509859.938672
  nChanged 43
		SP:Iteration 19Q (2838.100000 sec): 3 clusters
  Score: Raw -512669.825533 + Penalty 2782.828390 = -509886.997143
  nChanged 38
		SP:Iteration 20F (2838.110000 sec): 3 clusters
  Score: Raw -512690.364803 + Penalty 2782.828390 = -509907.536413
  nChanged 28
		SP:Iteration 21Q (2838.120000 sec): 3 clusters
  Score: Raw -512704.151843 + Penalty 2782.828390 = -509921.323453
  nChanged 28
		SP:Iteration 22Q (2838.130000 sec): 3 clusters
  Score: Raw -512722.610806 + Penalty 2782.828390 = -509939.782416
  nChanged 22
		SP:Iteration 23Q (2838.140000 sec): 3 clusters
  Score: Raw -512731.676362 + Penalty 2782.828390 = -509948.847972
  nChanged 11
		SP:Iteration 24Q (2838.160000 sec): 3 clusters
  Score: Raw -512735.743644 + Penalty 2782.828390 = -509952.915254
  nChanged 6
		SP:Iteration 25Q (2838.170000 sec): 3 clusters
  Score: Raw -512739.007227 + Penalty 2782.828390 = -509956.178837
  nChanged 10
		SP:Iteration 26Q (2838.180000 sec): 3 clusters
  Score: Raw -512743.367482 + Penalty 2782.828390 = -509960.539092
  nChanged 6
		SP:Iteration 27Q (2838.190000 sec): 3 clusters
  Score: Raw -512746.648749 + Penalty 2782.828390 = -509963.820358
  nChanged 8
		SP:Iteration 28Q (2838.200000 sec): 3 clusters
  Score: Raw -512751.814351 + Penalty 2782.828390 = -509968.985961
  nChanged 11
		SP:Iteration 29Q (2838.210000 sec): 3 clusters
  Score: Raw -512757.385149 + Penalty 2782.828390 = -509974.556759
  nChanged 9
		SP:Iteration 30Q (2838.220000 sec): 3 clusters
  Score: Raw -512762.344910 + Penalty 2782.828390 = -509979.516520
  nChanged 12
		SP:Iteration 31Q (2838.230000 sec): 3 clusters
  Score: Raw -512771.040481 + Penalty 2782.828390 = -509988.212090
  nChanged 12
		SP:Iteration 32Q (2838.240000 sec): 3 clusters
  Score: Raw -512776.472422 + Penalty 2782.828390 = -509993.644031
  nChanged 10
		SP:Iteration 33Q (2838.260000 sec): 3 clusters
  Score: Raw -512780.638604 + Penalty 2782.828390 = -509997.810214
  nChanged 4
		SP:Iteration 34Q (2838.260000 sec): 3 clusters
  Score: Raw -512781.710145 + Penalty 2782.828390 = -509998.881755
  nChanged 2
		SP:Iteration 35Q (2838.280000 sec): 3 clusters
  Score: Raw -512782.338755 + Penalty 2782.828390 = -509999.510365
  nChanged 3
		SP:Iteration 36Q (2838.290000 sec): 3 clusters
  Score: Raw -512783.696739 + Penalty 2782.828390 = -510000.868348
  nChanged 3
		SP:Iteration 37Q (2838.300000 sec): 3 clusters
  Score: Raw -512784.709093 + Penalty 2782.828390 = -510001.880702
  nChanged 5
		SP:Iteration 38Q (2838.310000 sec): 3 clusters
  Score: Raw -512788.924000 + Penalty 2782.828390 = -510006.095610
  nChanged 7
		SP:Iteration 39Q (2838.320000 sec): 3 clusters
  Score: Raw -512793.043686 + Penalty 2782.828390 = -510010.215296
  nChanged 3
		SP:Iteration 40F (2838.330000 sec): 3 clusters
  Score: Raw -512794.148439 + Penalty 2782.828390 = -510011.320049
  nChanged 2
		SP:Iteration 41Q (2838.340000 sec): 3 clusters
  Score: Raw -512795.509073 + Penalty 2782.828390 = -510012.680683
  nChanged 4
		SP:Iteration 42Q (2838.360000 sec): 3 clusters
  Score: Raw -512798.254844 + Penalty 2782.828390 = -510015.426454
  nChanged 3
		SP:Iteration 43Q (2838.370000 sec): 3 clusters
  Score: Raw -512801.220513 + Penalty 2782.828390 = -510018.392123
  nChanged 8
		SP:Iteration 44Q (2838.380000 sec): 3 clusters
  Score: Raw -512806.101394 + Penalty 2782.828390 = -510023.273004
  nChanged 7
		SP:Iteration 45Q (2838.390000 sec): 3 clusters
  Score: Raw -512811.201017 + Penalty 2782.828390 = -510028.372627
  nChanged 3
		SP:Iteration 46Q (2838.400000 sec): 3 clusters
  Score: Raw -512813.156230 + Penalty 2782.828390 = -510030.327839
  nChanged 1
		SP:Iteration 47Q (2838.410000 sec): 3 clusters
  Score: Raw -512813.870145 + Penalty 2782.828390 = -510031.041755
  nChanged 2
		SP:Iteration 48Q (2838.420000 sec): 3 clusters
  Score: Raw -512814.563431 + Penalty 2782.828390 = -510031.735041
  nChanged 1
		SP:Iteration 49Q (2838.430000 sec): 3 clusters
  Score: Raw -512814.950751 + Penalty 2782.828390 = -510032.122361
  nChanged 2
		SP:Iteration 50Q (2838.440000 sec): 3 clusters
  Score: Raw -512815.982700 + Penalty 2782.828390 = -510033.154309
  nChanged 1
		SP:Iteration 51Q (2838.450000 sec): 3 clusters
  Score: Raw -512816.509705 + Penalty 2782.828390 = -510033.681315
  nChanged 0
		SP:Iteration 52F (2838.460000 sec): 3 clusters
  Score: Raw -512816.509705 + Penalty 2782.828390 = -510033.681315
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 62 (2938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2838.480000 sec): 2 clusters
  Score: Raw -275431.836291 + Penalty 1297.641208 = -274134.195083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2838.480000 sec): 3 clusters
  Score: Raw -274071.554443 + Penalty 2595.282416 = -271476.272027
  nChanged 1084
		SP:Iteration 1F (2838.490000 sec): 3 clusters
  Score: Raw -274700.726195 + Penalty 2595.282416 = -272105.443779
  nChanged 231
		SP:Iteration 2F (2838.500000 sec): 3 clusters
  Score: Raw -274869.233355 + Penalty 2595.282416 = -272273.950939
  nChanged 175
		SP:Iteration 3F (2838.510000 sec): 3 clusters
  Score: Raw -275002.570649 + Penalty 2595.282416 = -272407.288233
  nChanged 128
		SP:Iteration 4Q (2838.520000 sec): 3 clusters
  Score: Raw -275088.300924 + Penalty 2595.282416 = -272493.018508
  nChanged 104
		SP:Iteration 5Q (2838.520000 sec): 3 clusters
  Score: Raw -275169.609003 + Penalty 2595.282416 = -272574.326587
  nChanged 107
		SP:Iteration 6Q (2838.530000 sec): 3 clusters
  Score: Raw -275260.044614 + Penalty 2595.282416 = -272664.762198
  nChanged 112
		SP:Iteration 7Q (2838.540000 sec): 3 clusters
  Score: Raw -275339.420398 + Penalty 2595.282416 = -272744.137982
  nChanged 91
		SP:Iteration 8Q (2838.540000 sec): 3 clusters
  Score: Raw -275399.670488 + Penalty 2595.282416 = -272804.388072
  nChanged 73
		SP:Iteration 9Q (2838.550000 sec): 3 clusters
  Score: Raw -275444.582769 + Penalty 2595.282416 = -272849.300353
  nChanged 61
		SP:Iteration 10Q (2838.560000 sec): 3 clusters
  Score: Raw -275484.541583 + Penalty 2595.282416 = -272889.259167
  nChanged 58
		SP:Iteration 11Q (2838.560000 sec): 3 clusters
  Score: Raw -275526.959580 + Penalty 2595.282416 = -272931.677164
  nChanged 63
		SP:Iteration 12Q (2838.570000 sec): 3 clusters
  Score: Raw -275577.240067 + Penalty 2595.282416 = -272981.957651
  nChanged 68
		SP:Iteration 13Q (2838.580000 sec): 3 clusters
  Score: Raw -275632.322027 + Penalty 2595.282416 = -273037.039611
  nChanged 60
		SP:Iteration 14Q (2838.590000 sec): 3 clusters
  Score: Raw -275668.280299 + Penalty 2595.282416 = -273072.997883
  nChanged 50
		SP:Iteration 15Q (2838.590000 sec): 3 clusters
  Score: Raw -275703.781462 + Penalty 2595.282416 = -273108.499046
  nChanged 46
		SP:Iteration 16Q (2838.600000 sec): 3 clusters
  Score: Raw -275742.896492 + Penalty 2595.282416 = -273147.614076
  nChanged 50
		SP:Iteration 17Q (2838.600000 sec): 3 clusters
  Score: Raw -275786.860290 + Penalty 2595.282416 = -273191.577874
  nChanged 49
		SP:Iteration 18Q (2838.610000 sec): 3 clusters
  Score: Raw -275828.843256 + Penalty 2595.282416 = -273233.560840
  nChanged 42
		SP:Iteration 19Q (2838.620000 sec): 3 clusters
  Score: Raw -275861.943090 + Penalty 2595.282416 = -273266.660674
  nChanged 33
		SP:Iteration 20F (2838.620000 sec): 3 clusters
  Score: Raw -275884.851495 + Penalty 2595.282416 = -273289.569079
  nChanged 24
		SP:Iteration 21Q (2838.630000 sec): 3 clusters
  Score: Raw -275898.846715 + Penalty 2595.282416 = -273303.564299
  nChanged 16
		SP:Iteration 22Q (2838.640000 sec): 3 clusters
  Score: Raw -275907.994324 + Penalty 2595.282416 = -273312.711908
  nChanged 8
		SP:Iteration 23Q (2838.640000 sec): 3 clusters
  Score: Raw -275911.479956 + Penalty 2595.282416 = -273316.197540
  nChanged 7
		SP:Iteration 24Q (2838.650000 sec): 3 clusters
  Score: Raw -275914.147143 + Penalty 2595.282416 = -273318.864727
  nChanged 5
		SP:Iteration 25Q (2838.660000 sec): 3 clusters
  Score: Raw -275916.537318 + Penalty 2595.282416 = -273321.254902
  nChanged 3
		SP:Iteration 26Q (2838.660000 sec): 3 clusters
  Score: Raw -275917.482619 + Penalty 2595.282416 = -273322.200203
  nChanged 2
		SP:Iteration 27Q (2838.670000 sec): 3 clusters
  Score: Raw -275918.124423 + Penalty 2595.282416 = -273322.842007
  nChanged 0
		SP:Iteration 28F (2838.680000 sec): 3 clusters
  Score: Raw -275918.124423 + Penalty 2595.282416 = -273322.842007
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 63 (10071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2838.710000 sec): 2 clusters
  Score: Raw -943588.922118 + Penalty 1497.829984 = -942091.092134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2838.740000 sec): 3 clusters
  Score: Raw -937966.692852 + Penalty 2995.659968 = -934971.032885
  nChanged 4306
		SP:Iteration 1F (2838.760000 sec): 3 clusters
  Score: Raw -940568.559066 + Penalty 2995.659968 = -937572.899098
  nChanged 705
		SP:Iteration 2F (2838.790000 sec): 3 clusters
  Score: Raw -941054.195104 + Penalty 2995.659968 = -938058.535136
  nChanged 733
		SP:Iteration 3F (2838.820000 sec): 3 clusters
  Score: Raw -941598.384717 + Penalty 2995.659968 = -938602.724749
  nChanged 666
		SP:Iteration 4F (2838.840000 sec): 3 clusters
  Score: Raw -942107.275460 + Penalty 2995.659968 = -939111.615493
  nChanged 595
		SP:Iteration 5F (2838.870000 sec): 3 clusters
  Score: Raw -942496.835584 + Penalty 2995.659968 = -939501.175616
  nChanged 493
		SP:Iteration 6Q (2838.890000 sec): 3 clusters
  Score: Raw -942781.892515 + Penalty 2995.659968 = -939786.232548
  nChanged 407
		SP:Iteration 7Q (2838.920000 sec): 3 clusters
  Score: Raw -942997.412953 + Penalty 2995.659968 = -940001.752985
  nChanged 332
		SP:Iteration 8Q (2838.940000 sec): 3 clusters
  Score: Raw -943147.557652 + Penalty 2995.659968 = -940151.897684
  nChanged 259
		SP:Iteration 9Q (2838.970000 sec): 3 clusters
  Score: Raw -943248.367571 + Penalty 2995.659968 = -940252.707603
  nChanged 209
		SP:Iteration 10Q (2839.000000 sec): 3 clusters
  Score: Raw -943319.132607 + Penalty 2995.659968 = -940323.472639
  nChanged 159
		SP:Iteration 11Q (2839.020000 sec): 3 clusters
  Score: Raw -943375.250390 + Penalty 2995.659968 = -940379.590422
  nChanged 152
		SP:Iteration 12Q (2839.040000 sec): 3 clusters
  Score: Raw -943423.212021 + Penalty 2995.659968 = -940427.552053
  nChanged 137
		SP:Iteration 13Q (2839.070000 sec): 3 clusters
  Score: Raw -943469.976854 + Penalty 2995.659968 = -940474.316886
  nChanged 134
		SP:Iteration 14Q (2839.100000 sec): 3 clusters
  Score: Raw -943511.561879 + Penalty 2995.659968 = -940515.901911
  nChanged 118
		SP:Iteration 15Q (2839.120000 sec): 3 clusters
  Score: Raw -943545.200226 + Penalty 2995.659968 = -940549.540258
  nChanged 95
		SP:Iteration 16Q (2839.140000 sec): 3 clusters
  Score: Raw -943567.318096 + Penalty 2995.659968 = -940571.658128
  nChanged 74
		SP:Iteration 17Q (2839.170000 sec): 3 clusters
  Score: Raw -943586.660239 + Penalty 2995.659968 = -940591.000271
  nChanged 90
		SP:Iteration 18Q (2839.200000 sec): 3 clusters
  Score: Raw -943606.822562 + Penalty 2995.659968 = -940611.162594
  nChanged 62
		SP:Iteration 19Q (2839.220000 sec): 3 clusters
  Score: Raw -943621.235648 + Penalty 2995.659968 = -940625.575680
  nChanged 53
		SP:Iteration 20F (2839.240000 sec): 3 clusters
  Score: Raw -943632.708454 + Penalty 2995.659968 = -940637.048486
  nChanged 48
		SP:Iteration 21Q (2839.270000 sec): 3 clusters
  Score: Raw -943640.876782 + Penalty 2995.659968 = -940645.216814
  nChanged 46
		SP:Iteration 22Q (2839.300000 sec): 3 clusters
  Score: Raw -943651.559395 + Penalty 2995.659968 = -940655.899427
  nChanged 49
		SP:Iteration 23Q (2839.320000 sec): 3 clusters
  Score: Raw -943661.433322 + Penalty 2995.659968 = -940665.773354
  nChanged 54
		SP:Iteration 24Q (2839.340000 sec): 3 clusters
  Score: Raw -943669.982286 + Penalty 2995.659968 = -940674.322318
  nChanged 35
		SP:Iteration 25Q (2839.370000 sec): 3 clusters
  Score: Raw -943675.763952 + Penalty 2995.659968 = -940680.103985
  nChanged 36
		SP:Iteration 26Q (2839.390000 sec): 3 clusters
  Score: Raw -943682.257748 + Penalty 2995.659968 = -940686.597780
  nChanged 34
		SP:Iteration 27Q (2839.420000 sec): 3 clusters
  Score: Raw -943688.649670 + Penalty 2995.659968 = -940692.989702
  nChanged 37
		SP:Iteration 28Q (2839.440000 sec): 3 clusters
  Score: Raw -943694.391605 + Penalty 2995.659968 = -940698.731637
  nChanged 34
		SP:Iteration 29Q (2839.470000 sec): 3 clusters
  Score: Raw -943698.953456 + Penalty 2995.659968 = -940703.293489
  nChanged 30
		SP:Iteration 30Q (2839.490000 sec): 3 clusters
  Score: Raw -943702.854741 + Penalty 2995.659968 = -940707.194773
  nChanged 30
		SP:Iteration 31Q (2839.520000 sec): 3 clusters
  Score: Raw -943707.295828 + Penalty 2995.659968 = -940711.635861
  nChanged 30
		SP:Iteration 32Q (2839.550000 sec): 3 clusters
  Score: Raw -943710.548886 + Penalty 2995.659968 = -940714.888919
  nChanged 23
		SP:Iteration 33Q (2839.570000 sec): 3 clusters
  Score: Raw -943714.474325 + Penalty 2995.659968 = -940718.814358
  nChanged 25
		SP:Iteration 34Q (2839.600000 sec): 3 clusters
  Score: Raw -943717.138806 + Penalty 2995.659968 = -940721.478838
  nChanged 26
		SP:Iteration 35Q (2839.620000 sec): 3 clusters
  Score: Raw -943721.854704 + Penalty 2995.659968 = -940726.194736
  nChanged 35
		SP:Iteration 36Q (2839.650000 sec): 3 clusters
  Score: Raw -943729.492374 + Penalty 2995.659968 = -940733.832406
  nChanged 45
		SP:Iteration 37Q (2839.670000 sec): 3 clusters
  Score: Raw -943737.459818 + Penalty 2995.659968 = -940741.799850
  nChanged 43
		SP:Iteration 38Q (2839.700000 sec): 3 clusters
  Score: Raw -943747.444184 + Penalty 2995.659968 = -940751.784216
  nChanged 56
		SP:Iteration 39Q (2839.720000 sec): 3 clusters
  Score: Raw -943761.107380 + Penalty 2995.659968 = -940765.447412
  nChanged 67
		SP:Iteration 40F (2839.750000 sec): 3 clusters
  Score: Raw -943777.404141 + Penalty 2995.659968 = -940781.744173
  nChanged 61
		SP:Iteration 41Q (2839.770000 sec): 3 clusters
  Score: Raw -943791.654406 + Penalty 2995.659968 = -940795.994438
  nChanged 74
		SP:Iteration 42Q (2839.800000 sec): 3 clusters
  Score: Raw -943809.284697 + Penalty 2995.659968 = -940813.624730
  nChanged 79
		SP:Iteration 43Q (2839.820000 sec): 3 clusters
  Score: Raw -943831.284588 + Penalty 2995.659968 = -940835.624620
  nChanged 82
		SP:Iteration 44Q (2839.850000 sec): 3 clusters
  Score: Raw -943855.776493 + Penalty 2995.659968 = -940860.116525
  nChanged 86
		SP:Iteration 45Q (2839.870000 sec): 3 clusters
  Score: Raw -943878.910088 + Penalty 2995.659968 = -940883.250120
  nChanged 90
		SP:Iteration 46Q (2839.900000 sec): 3 clusters
  Score: Raw -943906.766343 + Penalty 2995.659968 = -940911.106375
  nChanged 96
		SP:Iteration 47Q (2839.920000 sec): 3 clusters
  Score: Raw -943935.461738 + Penalty 2995.659968 = -940939.801771
  nChanged 93
		SP:Iteration 48Q (2839.950000 sec): 3 clusters
  Score: Raw -943967.903176 + Penalty 2995.659968 = -940972.243209
  nChanged 101
		SP:Iteration 49Q (2839.970000 sec): 3 clusters
  Score: Raw -943999.307539 + Penalty 2995.659968 = -941003.647571
  nChanged 104
		SP:Iteration 50Q (2839.990000 sec): 3 clusters
  Score: Raw -944034.853876 + Penalty 2995.659968 = -941039.193909
  nChanged 103
		SP:Iteration 51Q (2840.020000 sec): 3 clusters
  Score: Raw -944066.117509 + Penalty 2995.659968 = -941070.457541
  nChanged 97
		SP:Iteration 52Q (2840.040000 sec): 3 clusters
  Score: Raw -944093.499404 + Penalty 2995.659968 = -941097.839436
  nChanged 88
		SP:Iteration 53Q (2840.070000 sec): 3 clusters
  Score: Raw -944120.049636 + Penalty 2995.659968 = -941124.389668
  nChanged 94
		SP:Iteration 54Q (2840.090000 sec): 3 clusters
  Score: Raw -944146.631321 + Penalty 2995.659968 = -941150.971354
  nChanged 82
		SP:Iteration 55Q (2840.110000 sec): 3 clusters
  Score: Raw -944167.943592 + Penalty 2995.659968 = -941172.283625
  nChanged 85
		SP:Iteration 56Q (2840.140000 sec): 3 clusters
  Score: Raw -944191.683387 + Penalty 2995.659968 = -941196.023419
  nChanged 70
		SP:Iteration 57Q (2840.160000 sec): 3 clusters
  Score: Raw -944209.710498 + Penalty 2995.659968 = -941214.050531
  nChanged 71
		SP:Iteration 58Q (2840.190000 sec): 3 clusters
  Score: Raw -944226.699581 + Penalty 2995.659968 = -941231.039613
  nChanged 67
		SP:Iteration 59Q (2840.210000 sec): 3 clusters
  Score: Raw -944244.640348 + Penalty 2995.659968 = -941248.980380
  nChanged 68
		SP:Iteration 60F (2840.240000 sec): 3 clusters
  Score: Raw -944261.938843 + Penalty 2995.659968 = -941266.278875
  nChanged 72
		SP:Iteration 61Q (2840.260000 sec): 3 clusters
  Score: Raw -944277.115557 + Penalty 2995.659968 = -941281.455589
  nChanged 61
		SP:Iteration 62Q (2840.290000 sec): 3 clusters
  Score: Raw -944288.805960 + Penalty 2995.659968 = -941293.145992
  nChanged 42
		SP:Iteration 63Q (2840.310000 sec): 3 clusters
  Score: Raw -944296.695536 + Penalty 2995.659968 = -941301.035568
  nChanged 33
		SP:Iteration 64Q (2840.330000 sec): 3 clusters
  Score: Raw -944302.158623 + Penalty 2995.659968 = -941306.498655
  nChanged 35
		SP:Iteration 65Q (2840.360000 sec): 3 clusters
  Score: Raw -944307.863846 + Penalty 2995.659968 = -941312.203878
  nChanged 27
		SP:Iteration 66Q (2840.380000 sec): 3 clusters
  Score: Raw -944311.722328 + Penalty 2995.659968 = -941316.062360
  nChanged 20
		SP:Iteration 67Q (2840.410000 sec): 3 clusters
  Score: Raw -944314.914594 + Penalty 2995.659968 = -941319.254626
  nChanged 22
		SP:Iteration 68Q (2840.430000 sec): 3 clusters
  Score: Raw -944317.570201 + Penalty 2995.659968 = -941321.910234
  nChanged 23
		SP:Iteration 69Q (2840.450000 sec): 3 clusters
  Score: Raw -944320.136027 + Penalty 2995.659968 = -941324.476059
  nChanged 14
		SP:Iteration 70Q (2840.480000 sec): 3 clusters
  Score: Raw -944321.914575 + Penalty 2995.659968 = -941326.254607
  nChanged 13
		SP:Iteration 71Q (2840.500000 sec): 3 clusters
  Score: Raw -944324.035543 + Penalty 2995.659968 = -941328.375575
  nChanged 25
		SP:Iteration 72Q (2840.530000 sec): 3 clusters
  Score: Raw -944327.685227 + Penalty 2995.659968 = -941332.025259
  nChanged 15
		SP:Iteration 73Q (2840.550000 sec): 3 clusters
  Score: Raw -944330.390087 + Penalty 2995.659968 = -941334.730120
  nChanged 15
		SP:Iteration 74Q (2840.570000 sec): 3 clusters
  Score: Raw -944332.225256 + Penalty 2995.659968 = -941336.565288
  nChanged 13
		SP:Iteration 75Q (2840.600000 sec): 3 clusters
  Score: Raw -944333.725736 + Penalty 2995.659968 = -941338.065768
  nChanged 15
		SP:Iteration 76Q (2840.620000 sec): 3 clusters
  Score: Raw -944335.177526 + Penalty 2995.659968 = -941339.517558
  nChanged 8
		SP:Iteration 77Q (2840.650000 sec): 3 clusters
  Score: Raw -944335.773755 + Penalty 2995.659968 = -941340.113787
  nChanged 5
		SP:Iteration 78Q (2840.670000 sec): 3 clusters
  Score: Raw -944336.140348 + Penalty 2995.659968 = -941340.480381
  nChanged 6
		SP:Iteration 79Q (2840.690000 sec): 3 clusters
  Score: Raw -944336.657620 + Penalty 2995.659968 = -941340.997652
  nChanged 5
		SP:Iteration 80F (2840.720000 sec): 3 clusters
  Score: Raw -944337.033308 + Penalty 2995.659968 = -941341.373340
  nChanged 3
		SP:Iteration 81Q (2840.740000 sec): 3 clusters
  Score: Raw -944337.303225 + Penalty 2995.659968 = -941341.643257
  nChanged 6
		SP:Iteration 82Q (2840.770000 sec): 3 clusters
  Score: Raw -944337.850347 + Penalty 2995.659968 = -941342.190379
  nChanged 8
		SP:Iteration 83Q (2840.790000 sec): 3 clusters
  Score: Raw -944338.490820 + Penalty 2995.659968 = -941342.830852
  nChanged 2
		SP:Iteration 84Q (2840.810000 sec): 3 clusters
  Score: Raw -944338.755993 + Penalty 2995.659968 = -941343.096025
  nChanged 5
		SP:Iteration 85Q (2840.840000 sec): 3 clusters
  Score: Raw -944339.171827 + Penalty 2995.659968 = -941343.511859
  nChanged 5
		SP:Iteration 86Q (2840.860000 sec): 3 clusters
  Score: Raw -944339.796473 + Penalty 2995.659968 = -941344.136506
  nChanged 5
		SP:Iteration 87Q (2840.890000 sec): 3 clusters
  Score: Raw -944340.585701 + Penalty 2995.659968 = -941344.925733
  nChanged 5
		SP:Iteration 88Q (2840.910000 sec): 3 clusters
  Score: Raw -944341.176213 + Penalty 2995.659968 = -941345.516245
  nChanged 2
		SP:Iteration 89Q (2840.930000 sec): 3 clusters
  Score: Raw -944341.376562 + Penalty 2995.659968 = -941345.716594
  nChanged 0
		SP:Iteration 90F (2840.960000 sec): 3 clusters
  Score: Raw -944341.376562 + Penalty 2995.659968 = -941345.716594
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 64 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2840.980000 sec): 2 clusters
  Score: Raw -487643.102119 + Penalty 1377.917340 = -486265.184779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2840.990000 sec): 3 clusters
  Score: Raw -485160.358211 + Penalty 2755.834680 = -482404.523531
  nChanged 1930
		SP:Iteration 1F (2841.000000 sec): 3 clusters
  Score: Raw -486161.850601 + Penalty 2755.834680 = -483406.015920
  nChanged 349
		SP:Iteration 2F (2841.010000 sec): 3 clusters
  Score: Raw -486337.310302 + Penalty 2755.834680 = -483581.475621
  nChanged 264
		SP:Iteration 3F (2841.030000 sec): 3 clusters
  Score: Raw -486456.239293 + Penalty 2755.834680 = -483700.404612
  nChanged 202
		SP:Iteration 4Q (2841.040000 sec): 3 clusters
  Score: Raw -486559.343781 + Penalty 2755.834680 = -483803.509101
  nChanged 175
		SP:Iteration 5Q (2841.050000 sec): 3 clusters
  Score: Raw -486649.006783 + Penalty 2755.834680 = -483893.172102
  nChanged 152
		SP:Iteration 6Q (2841.060000 sec): 3 clusters
  Score: Raw -486711.568374 + Penalty 2755.834680 = -483955.733693
  nChanged 144
		SP:Iteration 7Q (2841.070000 sec): 3 clusters
  Score: Raw -486767.643257 + Penalty 2755.834680 = -484011.808576
  nChanged 115
		SP:Iteration 8Q (2841.090000 sec): 3 clusters
  Score: Raw -486819.727077 + Penalty 2755.834680 = -484063.892397
  nChanged 134
		SP:Iteration 9Q (2841.100000 sec): 3 clusters
  Score: Raw -486884.908657 + Penalty 2755.834680 = -484129.073977
  nChanged 132
		SP:Iteration 10Q (2841.110000 sec): 3 clusters
  Score: Raw -486934.772479 + Penalty 2755.834680 = -484178.937798
  nChanged 106
		SP:Iteration 11Q (2841.120000 sec): 3 clusters
  Score: Raw -486976.341153 + Penalty 2755.834680 = -484220.506472
  nChanged 95
		SP:Iteration 12Q (2841.130000 sec): 3 clusters
  Score: Raw -487011.060992 + Penalty 2755.834680 = -484255.226311
  nChanged 89
		SP:Iteration 13Q (2841.150000 sec): 3 clusters
  Score: Raw -487041.942553 + Penalty 2755.834680 = -484286.107872
  nChanged 74
		SP:Iteration 14Q (2841.160000 sec): 3 clusters
  Score: Raw -487067.854771 + Penalty 2755.834680 = -484312.020091
  nChanged 75
		SP:Iteration 15Q (2841.170000 sec): 3 clusters
  Score: Raw -487093.515465 + Penalty 2755.834680 = -484337.680784
  nChanged 73
		SP:Iteration 16Q (2841.180000 sec): 3 clusters
  Score: Raw -487117.815127 + Penalty 2755.834680 = -484361.980447
  nChanged 65
		SP:Iteration 17Q (2841.190000 sec): 3 clusters
  Score: Raw -487139.463253 + Penalty 2755.834680 = -484383.628572
  nChanged 57
		SP:Iteration 18Q (2841.210000 sec): 3 clusters
  Score: Raw -487159.566306 + Penalty 2755.834680 = -484403.731626
  nChanged 65
		SP:Iteration 19Q (2841.220000 sec): 3 clusters
  Score: Raw -487182.208507 + Penalty 2755.834680 = -484426.373826
  nChanged 53
		SP:Iteration 20F (2841.230000 sec): 3 clusters
  Score: Raw -487199.985539 + Penalty 2755.834680 = -484444.150859
  nChanged 44
		SP:Iteration 21Q (2841.240000 sec): 3 clusters
  Score: Raw -487215.794692 + Penalty 2755.834680 = -484459.960012
  nChanged 52
		SP:Iteration 22Q (2841.250000 sec): 3 clusters
  Score: Raw -487234.845166 + Penalty 2755.834680 = -484479.010486
  nChanged 49
		SP:Iteration 23Q (2841.270000 sec): 3 clusters
  Score: Raw -487255.711134 + Penalty 2755.834680 = -484499.876454
  nChanged 48
		SP:Iteration 24Q (2841.280000 sec): 3 clusters
  Score: Raw -487273.388086 + Penalty 2755.834680 = -484517.553405
  nChanged 37
		SP:Iteration 25Q (2841.290000 sec): 3 clusters
  Score: Raw -487286.809458 + Penalty 2755.834680 = -484530.974777
  nChanged 31
		SP:Iteration 26Q (2841.310000 sec): 3 clusters
  Score: Raw -487299.011514 + Penalty 2755.834680 = -484543.176833
  nChanged 36
		SP:Iteration 27Q (2841.320000 sec): 3 clusters
  Score: Raw -487312.744849 + Penalty 2755.834680 = -484556.910169
  nChanged 46
		SP:Iteration 28Q (2841.330000 sec): 3 clusters
  Score: Raw -487328.404725 + Penalty 2755.834680 = -484572.570045
  nChanged 43
		SP:Iteration 29Q (2841.340000 sec): 3 clusters
  Score: Raw -487347.270720 + Penalty 2755.834680 = -484591.436040
  nChanged 47
		SP:Iteration 30Q (2841.350000 sec): 3 clusters
  Score: Raw -487370.032753 + Penalty 2755.834680 = -484614.198072
  nChanged 49
		SP:Iteration 31Q (2841.370000 sec): 3 clusters
  Score: Raw -487395.453627 + Penalty 2755.834680 = -484639.618946
  nChanged 49
		SP:Iteration 32Q (2841.380000 sec): 3 clusters
  Score: Raw -487418.136327 + Penalty 2755.834680 = -484662.301647
  nChanged 46
		SP:Iteration 33Q (2841.390000 sec): 3 clusters
  Score: Raw -487439.075939 + Penalty 2755.834680 = -484683.241259
  nChanged 39
		SP:Iteration 34Q (2841.400000 sec): 3 clusters
  Score: Raw -487457.793216 + Penalty 2755.834680 = -484701.958536
  nChanged 41
		SP:Iteration 35Q (2841.410000 sec): 3 clusters
  Score: Raw -487477.115366 + Penalty 2755.834680 = -484721.280685
  nChanged 37
		SP:Iteration 36Q (2841.430000 sec): 3 clusters
  Score: Raw -487496.384611 + Penalty 2755.834680 = -484740.549931
  nChanged 41
		SP:Iteration 37Q (2841.440000 sec): 3 clusters
  Score: Raw -487519.844134 + Penalty 2755.834680 = -484764.009453
  nChanged 40
		SP:Iteration 38Q (2841.450000 sec): 3 clusters
  Score: Raw -487544.651587 + Penalty 2755.834680 = -484788.816906
  nChanged 43
		SP:Iteration 39Q (2841.460000 sec): 3 clusters
  Score: Raw -487571.382284 + Penalty 2755.834680 = -484815.547604
  nChanged 36
		SP:Iteration 40F (2841.470000 sec): 3 clusters
  Score: Raw -487590.273940 + Penalty 2755.834680 = -484834.439259
  nChanged 41
		SP:Iteration 41Q (2841.490000 sec): 3 clusters
  Score: Raw -487615.993293 + Penalty 2755.834680 = -484860.158613
  nChanged 32
		SP:Iteration 42Q (2841.490000 sec): 3 clusters
  Score: Raw -487636.203684 + Penalty 2755.834680 = -484880.369004
  nChanged 31
		SP:Iteration 43Q (2841.510000 sec): 3 clusters
  Score: Raw -487660.335065 + Penalty 2755.834680 = -484904.500385
  nChanged 26
		SP:Iteration 44Q (2841.520000 sec): 3 clusters
  Score: Raw -487676.991048 + Penalty 2755.834680 = -484921.156368
  nChanged 23
		SP:Iteration 45Q (2841.530000 sec): 3 clusters
  Score: Raw -487693.480391 + Penalty 2755.834680 = -484937.645711
  nChanged 31
		SP:Iteration 46Q (2841.540000 sec): 3 clusters
  Score: Raw -487715.656391 + Penalty 2755.834680 = -484959.821711
  nChanged 26
		SP:Iteration 47Q (2841.550000 sec): 3 clusters
  Score: Raw -487733.222495 + Penalty 2755.834680 = -484977.387815
  nChanged 21
		SP:Iteration 48Q (2841.560000 sec): 3 clusters
  Score: Raw -487751.820801 + Penalty 2755.834680 = -484995.986121
  nChanged 15
		SP:Iteration 49Q (2841.570000 sec): 3 clusters
  Score: Raw -487764.496068 + Penalty 2755.834680 = -485008.661387
  nChanged 14
		SP:Iteration 50Q (2841.580000 sec): 3 clusters
  Score: Raw -487776.460210 + Penalty 2755.834680 = -485020.625529
  nChanged 15
		SP:Iteration 51Q (2841.590000 sec): 3 clusters
  Score: Raw -487788.596534 + Penalty 2755.834680 = -485032.761854
  nChanged 12
		SP:Iteration 52Q (2841.600000 sec): 3 clusters
  Score: Raw -487799.505170 + Penalty 2755.834680 = -485043.670489
  nChanged 10
		SP:Iteration 53Q (2841.610000 sec): 3 clusters
  Score: Raw -487805.941540 + Penalty 2755.834680 = -485050.106859
  nChanged 6
		SP:Iteration 54Q (2841.620000 sec): 3 clusters
  Score: Raw -487812.266211 + Penalty 2755.834680 = -485056.431531
  nChanged 5
		SP:Iteration 55Q (2841.630000 sec): 3 clusters
  Score: Raw -487817.117643 + Penalty 2755.834680 = -485061.282963
  nChanged 8
		SP:Iteration 56Q (2841.640000 sec): 3 clusters
  Score: Raw -487823.513969 + Penalty 2755.834680 = -485067.679289
  nChanged 3
		SP:Iteration 57Q (2841.650000 sec): 3 clusters
  Score: Raw -487826.633213 + Penalty 2755.834680 = -485070.798533
  nChanged 3
		SP:Iteration 58Q (2841.660000 sec): 3 clusters
  Score: Raw -487828.382748 + Penalty 2755.834680 = -485072.548067
  nChanged 1
		SP:Iteration 59Q (2841.670000 sec): 3 clusters
  Score: Raw -487828.960473 + Penalty 2755.834680 = -485073.125793
  nChanged 1
		SP:Iteration 60F (2841.690000 sec): 3 clusters
  Score: Raw -487829.457083 + Penalty 2755.834680 = -485073.622402
  nChanged 1
		SP:Iteration 61Q (2841.690000 sec): 3 clusters
  Score: Raw -487829.653566 + Penalty 2755.834680 = -485073.818885
  nChanged 1
		SP:Iteration 62Q (2841.710000 sec): 3 clusters
  Score: Raw -487830.043123 + Penalty 2755.834680 = -485074.208442
  nChanged 1
		SP:Iteration 63Q (2841.710000 sec): 3 clusters
  Score: Raw -487830.228325 + Penalty 2755.834680 = -485074.393644
  nChanged 0
		SP:Iteration 64F (2841.730000 sec): 3 clusters
  Score: Raw -487830.228325 + Penalty 2755.834680 = -485074.393644
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 65 (24495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2841.800000 sec): 2 clusters
  Score: Raw -2413652.561531 + Penalty 1642.261448 = -2412010.300083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2841.870000 sec): 3 clusters
  Score: Raw -2398749.053718 + Penalty 3284.522896 = -2395464.530822
  nChanged 11144
		SP:Iteration 1F (2841.930000 sec): 3 clusters
  Score: Raw -2404965.043420 + Penalty 3284.522896 = -2401680.520525
  nChanged 1100
		SP:Iteration 2Q (2841.990000 sec): 3 clusters
  Score: Raw -2405334.433084 + Penalty 3284.522896 = -2402049.910188
  nChanged 1075
		SP:Iteration 3Q (2842.060000 sec): 3 clusters
  Score: Raw -2405759.619870 + Penalty 3284.522896 = -2402475.096975
  nChanged 1149
		SP:Iteration 4Q (2842.120000 sec): 3 clusters
  Score: Raw -2406301.434560 + Penalty 3284.522896 = -2403016.911665
  nChanged 1297
		SP:Iteration 5F (2842.180000 sec): 3 clusters
  Score: Raw -2407005.063860 + Penalty 3284.522896 = -2403720.540964
  nChanged 1450
		SP:Iteration 6F (2842.250000 sec): 3 clusters
  Score: Raw -2407846.625767 + Penalty 3284.522896 = -2404562.102871
  nChanged 1490
		SP:Iteration 7F (2842.310000 sec): 3 clusters
  Score: Raw -2408765.257524 + Penalty 3284.522896 = -2405480.734629
  nChanged 1459
		SP:Iteration 8F (2842.370000 sec): 3 clusters
  Score: Raw -2409773.171069 + Penalty 3284.522896 = -2406488.648173
  nChanged 1313
		SP:Iteration 9F (2842.430000 sec): 3 clusters
  Score: Raw -2410839.833442 + Penalty 3284.522896 = -2407555.310546
  nChanged 1199
		SP:Iteration 10Q (2842.500000 sec): 3 clusters
  Score: Raw -2412049.747759 + Penalty 3284.522896 = -2408765.224863
  nChanged 931
		SP:Iteration 11Q (2842.560000 sec): 3 clusters
  Score: Raw -2413021.006104 + Penalty 3284.522896 = -2409736.483209
  nChanged 671
		SP:Iteration 12Q (2842.620000 sec): 3 clusters
  Score: Raw -2413548.706910 + Penalty 3284.522896 = -2410264.184015
  nChanged 432
		SP:Iteration 13Q (2842.670000 sec): 3 clusters
  Score: Raw -2413830.784315 + Penalty 3284.522896 = -2410546.261419
  nChanged 320
		SP:Iteration 14Q (2842.730000 sec): 3 clusters
  Score: Raw -2414002.722986 + Penalty 3284.522896 = -2410718.200091
  nChanged 253
		SP:Iteration 15Q (2842.780000 sec): 3 clusters
  Score: Raw -2414108.236588 + Penalty 3284.522896 = -2410823.713692
  nChanged 196
		SP:Iteration 16Q (2842.830000 sec): 3 clusters
  Score: Raw -2414173.872947 + Penalty 3284.522896 = -2410889.350051
  nChanged 163
		SP:Iteration 17Q (2842.890000 sec): 3 clusters
  Score: Raw -2414221.381575 + Penalty 3284.522896 = -2410936.858680
  nChanged 130
		SP:Iteration 18Q (2842.940000 sec): 3 clusters
  Score: Raw -2414253.190991 + Penalty 3284.522896 = -2410968.668096
  nChanged 107
		SP:Iteration 19Q (2842.990000 sec): 3 clusters
  Score: Raw -2414274.199875 + Penalty 3284.522896 = -2410989.676980
  nChanged 82
		SP:Iteration 20F (2843.050000 sec): 3 clusters
  Score: Raw -2414287.291708 + Penalty 3284.522896 = -2411002.768812
  nChanged 83
		SP:Iteration 21Q (2843.110000 sec): 3 clusters
  Score: Raw -2414303.689941 + Penalty 3284.522896 = -2411019.167045
  nChanged 83
		SP:Iteration 22Q (2843.160000 sec): 3 clusters
  Score: Raw -2414318.886920 + Penalty 3284.522896 = -2411034.364025
  nChanged 68
		SP:Iteration 23Q (2843.210000 sec): 3 clusters
  Score: Raw -2414332.577170 + Penalty 3284.522896 = -2411048.054274
  nChanged 65
		SP:Iteration 24Q (2843.260000 sec): 3 clusters
  Score: Raw -2414344.095921 + Penalty 3284.522896 = -2411059.573025
  nChanged 57
		SP:Iteration 25Q (2843.310000 sec): 3 clusters
  Score: Raw -2414353.249980 + Penalty 3284.522896 = -2411068.727085
  nChanged 53
		SP:Iteration 26Q (2843.360000 sec): 3 clusters
  Score: Raw -2414361.999811 + Penalty 3284.522896 = -2411077.476915
  nChanged 48
		SP:Iteration 27Q (2843.410000 sec): 3 clusters
  Score: Raw -2414369.931335 + Penalty 3284.522896 = -2411085.408440
  nChanged 41
		SP:Iteration 28Q (2843.470000 sec): 3 clusters
  Score: Raw -2414375.824928 + Penalty 3284.522896 = -2411091.302032
  nChanged 38
		SP:Iteration 29Q (2843.510000 sec): 3 clusters
  Score: Raw -2414380.429667 + Penalty 3284.522896 = -2411095.906771
  nChanged 34
		SP:Iteration 30Q (2843.570000 sec): 3 clusters
  Score: Raw -2414384.217645 + Penalty 3284.522896 = -2411099.694750
  nChanged 26
		SP:Iteration 31Q (2843.620000 sec): 3 clusters
  Score: Raw -2414387.287644 + Penalty 3284.522896 = -2411102.764748
  nChanged 26
		SP:Iteration 32Q (2843.670000 sec): 3 clusters
  Score: Raw -2414390.372320 + Penalty 3284.522896 = -2411105.849424
  nChanged 18
		SP:Iteration 33Q (2843.720000 sec): 3 clusters
  Score: Raw -2414392.145604 + Penalty 3284.522896 = -2411107.622709
  nChanged 20
		SP:Iteration 34Q (2843.770000 sec): 3 clusters
  Score: Raw -2414394.229277 + Penalty 3284.522896 = -2411109.706381
  nChanged 16
		SP:Iteration 35Q (2843.820000 sec): 3 clusters
  Score: Raw -2414395.503507 + Penalty 3284.522896 = -2411110.980611
  nChanged 10
		SP:Iteration 36Q (2843.870000 sec): 3 clusters
  Score: Raw -2414396.438337 + Penalty 3284.522896 = -2411111.915441
  nChanged 3
		SP:Iteration 37Q (2843.920000 sec): 3 clusters
  Score: Raw -2414396.666051 + Penalty 3284.522896 = -2411112.143156
  nChanged 4
		SP:Iteration 38Q (2843.970000 sec): 3 clusters
  Score: Raw -2414396.934461 + Penalty 3284.522896 = -2411112.411565
  nChanged 4
		SP:Iteration 39Q (2844.020000 sec): 3 clusters
  Score: Raw -2414397.213525 + Penalty 3284.522896 = -2411112.690630
  nChanged 6
		SP:Iteration 40F (2844.080000 sec): 3 clusters
  Score: Raw -2414397.487557 + Penalty 3284.522896 = -2411112.964662
  nChanged 3
		SP:Iteration 41Q (2844.130000 sec): 3 clusters
  Score: Raw -2414397.714799 + Penalty 3284.522896 = -2411113.191904
  nChanged 4
		SP:Iteration 42Q (2844.180000 sec): 3 clusters
  Score: Raw -2414398.071663 + Penalty 3284.522896 = -2411113.548767
  nChanged 4
		SP:Iteration 43Q (2844.230000 sec): 3 clusters
  Score: Raw -2414398.308398 + Penalty 3284.522896 = -2411113.785503
  nChanged 4
		SP:Iteration 44Q (2844.290000 sec): 3 clusters
  Score: Raw -2414398.502005 + Penalty 3284.522896 = -2411113.979109
  nChanged 2
		SP:Iteration 45Q (2844.330000 sec): 3 clusters
  Score: Raw -2414398.649277 + Penalty 3284.522896 = -2411114.126382
  nChanged 3
		SP:Iteration 46Q (2844.390000 sec): 3 clusters
  Score: Raw -2414398.988563 + Penalty 3284.522896 = -2411114.465667
  nChanged 3
		SP:Iteration 47Q (2844.430000 sec): 3 clusters
  Score: Raw -2414399.195417 + Penalty 3284.522896 = -2411114.672522
  nChanged 3
		SP:Iteration 48Q (2844.490000 sec): 3 clusters
  Score: Raw -2414399.381529 + Penalty 3284.522896 = -2411114.858634
  nChanged 2
		SP:Iteration 49Q (2844.540000 sec): 3 clusters
  Score: Raw -2414399.510433 + Penalty 3284.522896 = -2411114.987538
  nChanged 0
		SP:Iteration 50F (2844.600000 sec): 3 clusters
  Score: Raw -2414399.510433 + Penalty 3284.522896 = -2411114.987538
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 66 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2844.620000 sec): 2 clusters
  Score: Raw -211448.407439 + Penalty 1256.010547 = -210192.396892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2844.630000 sec): 3 clusters
  Score: Raw -210433.685591 + Penalty 2512.021094 = -207921.664497
  nChanged 860
		SP:Iteration 1F (2844.630000 sec): 3 clusters
  Score: Raw -211022.951201 + Penalty 2512.021094 = -208510.930107
  nChanged 211
		SP:Iteration 2F (2844.630000 sec): 3 clusters
  Score: Raw -211202.535044 + Penalty 2512.021094 = -208690.513950
  nChanged 158
		SP:Iteration 3F (2844.640000 sec): 3 clusters
  Score: Raw -211379.827147 + Penalty 2512.021094 = -208867.806053
  nChanged 118
		SP:Iteration 4F (2844.650000 sec): 3 clusters
  Score: Raw -211506.898629 + Penalty 2512.021094 = -208994.877535
  nChanged 113
		SP:Iteration 5Q (2844.650000 sec): 3 clusters
  Score: Raw -211628.199865 + Penalty 2512.021094 = -209116.178771
  nChanged 123
		SP:Iteration 6F (2844.660000 sec): 3 clusters
  Score: Raw -211752.126275 + Penalty 2512.021094 = -209240.105181
  nChanged 109
		SP:Iteration 7Q (2844.670000 sec): 3 clusters
  Score: Raw -211868.809801 + Penalty 2512.021094 = -209356.788706
  nChanged 97
		SP:Iteration 8Q (2844.670000 sec): 3 clusters
  Score: Raw -211971.807130 + Penalty 2512.021094 = -209459.786035
  nChanged 72
		SP:Iteration 9Q (2844.670000 sec): 3 clusters
  Score: Raw -212048.982260 + Penalty 2512.021094 = -209536.961166
  nChanged 62
		SP:Iteration 10Q (2844.680000 sec): 3 clusters
  Score: Raw -212122.098094 + Penalty 2512.021094 = -209610.077000
  nChanged 50
		SP:Iteration 11Q (2844.690000 sec): 3 clusters
  Score: Raw -212174.036561 + Penalty 2512.021094 = -209662.015467
  nChanged 45
		SP:Iteration 12Q (2844.690000 sec): 3 clusters
  Score: Raw -212223.012979 + Penalty 2512.021094 = -209710.991885
  nChanged 38
		SP:Iteration 13Q (2844.700000 sec): 3 clusters
  Score: Raw -212260.152617 + Penalty 2512.021094 = -209748.131523
  nChanged 28
		SP:Iteration 14Q (2844.700000 sec): 3 clusters
  Score: Raw -212288.494580 + Penalty 2512.021094 = -209776.473486
  nChanged 29
		SP:Iteration 15Q (2844.710000 sec): 3 clusters
  Score: Raw -212311.408355 + Penalty 2512.021094 = -209799.387261
  nChanged 20
		SP:Iteration 16Q (2844.710000 sec): 3 clusters
  Score: Raw -212325.954748 + Penalty 2512.021094 = -209813.933654
  nChanged 14
		SP:Iteration 17Q (2844.720000 sec): 3 clusters
  Score: Raw -212334.131088 + Penalty 2512.021094 = -209822.109993
  nChanged 13
		SP:Iteration 18Q (2844.720000 sec): 3 clusters
  Score: Raw -212341.255574 + Penalty 2512.021094 = -209829.234480
  nChanged 11
		SP:Iteration 19Q (2844.730000 sec): 3 clusters
  Score: Raw -212347.986094 + Penalty 2512.021094 = -209835.965000
  nChanged 11
		SP:Iteration 20F (2844.730000 sec): 3 clusters
  Score: Raw -212354.324343 + Penalty 2512.021094 = -209842.303249
  nChanged 10
		SP:Iteration 21Q (2844.740000 sec): 3 clusters
  Score: Raw -212360.509616 + Penalty 2512.021094 = -209848.488522
  nChanged 9
		SP:Iteration 22Q (2844.740000 sec): 3 clusters
  Score: Raw -212366.606077 + Penalty 2512.021094 = -209854.584983
  nChanged 6
		SP:Iteration 23Q (2844.750000 sec): 3 clusters
  Score: Raw -212370.118427 + Penalty 2512.021094 = -209858.097333
  nChanged 4
		SP:Iteration 24Q (2844.750000 sec): 3 clusters
  Score: Raw -212371.723533 + Penalty 2512.021094 = -209859.702439
  nChanged 4
		SP:Iteration 25Q (2844.760000 sec): 3 clusters
  Score: Raw -212373.816699 + Penalty 2512.021094 = -209861.795605
  nChanged 4
		SP:Iteration 26Q (2844.770000 sec): 3 clusters
  Score: Raw -212375.671391 + Penalty 2512.021094 = -209863.650297
  nChanged 5
		SP:Iteration 27Q (2844.770000 sec): 3 clusters
  Score: Raw -212378.160261 + Penalty 2512.021094 = -209866.139167
  nChanged 2
		SP:Iteration 28Q (2844.770000 sec): 3 clusters
  Score: Raw -212378.685040 + Penalty 2512.021094 = -209866.663946
  nChanged 0
		SP:Iteration 29F (2844.780000 sec): 3 clusters
  Score: Raw -212378.685040 + Penalty 2512.021094 = -209866.663946
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 67 (1619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2844.790000 sec): 2 clusters
  Score: Raw -161485.595673 + Penalty 1200.804142 = -160284.791531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2844.790000 sec): 3 clusters
  Score: Raw -160826.302729 + Penalty 2401.608285 = -158424.694444
  nChanged 521
		SP:Iteration 1F (2844.800000 sec): 3 clusters
  Score: Raw -161181.978669 + Penalty 2401.608285 = -158780.370384
  nChanged 117
		SP:Iteration 2F (2844.800000 sec): 3 clusters
  Score: Raw -161292.624070 + Penalty 2401.608285 = -158891.015785
  nChanged 89
		SP:Iteration 3F (2844.810000 sec): 3 clusters
  Score: Raw -161372.167787 + Penalty 2401.608285 = -158970.559502
  nChanged 66
		SP:Iteration 4Q (2844.810000 sec): 3 clusters
  Score: Raw -161422.061111 + Penalty 2401.608285 = -159020.452826
  nChanged 37
		SP:Iteration 5Q (2844.810000 sec): 3 clusters
  Score: Raw -161448.323639 + Penalty 2401.608285 = -159046.715354
  nChanged 34
		SP:Iteration 6Q (2844.820000 sec): 3 clusters
  Score: Raw -161473.531252 + Penalty 2401.608285 = -159071.922967
  nChanged 33
		SP:Iteration 7Q (2844.820000 sec): 3 clusters
  Score: Raw -161494.661076 + Penalty 2401.608285 = -159093.052791
  nChanged 26
		SP:Iteration 8Q (2844.830000 sec): 3 clusters
  Score: Raw -161509.361298 + Penalty 2401.608285 = -159107.753013
  nChanged 23
		SP:Iteration 9Q (2844.830000 sec): 3 clusters
  Score: Raw -161525.219079 + Penalty 2401.608285 = -159123.610794
  nChanged 24
		SP:Iteration 10Q (2844.830000 sec): 3 clusters
  Score: Raw -161539.176167 + Penalty 2401.608285 = -159137.567882
  nChanged 8
		SP:Iteration 11Q (2844.840000 sec): 3 clusters
  Score: Raw -161542.500014 + Penalty 2401.608285 = -159140.891729
  nChanged 5
		SP:Iteration 12Q (2844.840000 sec): 3 clusters
  Score: Raw -161547.096394 + Penalty 2401.608285 = -159145.488109
  nChanged 14
		SP:Iteration 13Q (2844.850000 sec): 3 clusters
  Score: Raw -161554.859322 + Penalty 2401.608285 = -159153.251037
  nChanged 12
		SP:Iteration 14Q (2844.850000 sec): 3 clusters
  Score: Raw -161564.006108 + Penalty 2401.608285 = -159162.397823
  nChanged 10
		SP:Iteration 15Q (2844.850000 sec): 3 clusters
  Score: Raw -161569.763976 + Penalty 2401.608285 = -159168.155691
  nChanged 10
		SP:Iteration 16Q (2844.860000 sec): 3 clusters
  Score: Raw -161575.159251 + Penalty 2401.608285 = -159173.550966
  nChanged 8
		SP:Iteration 17Q (2844.860000 sec): 3 clusters
  Score: Raw -161581.241597 + Penalty 2401.608285 = -159179.633312
  nChanged 9
		SP:Iteration 18Q (2844.870000 sec): 3 clusters
  Score: Raw -161586.523089 + Penalty 2401.608285 = -159184.914804
  nChanged 12
		SP:Iteration 19Q (2844.870000 sec): 3 clusters
  Score: Raw -161594.555621 + Penalty 2401.608285 = -159192.947336
  nChanged 11
		SP:Iteration 20F (2844.870000 sec): 3 clusters
  Score: Raw -161602.678252 + Penalty 2401.608285 = -159201.069967
  nChanged 7
		SP:Iteration 21Q (2844.880000 sec): 3 clusters
  Score: Raw -161611.134894 + Penalty 2401.608285 = -159209.526609
  nChanged 7
		SP:Iteration 22Q (2844.880000 sec): 3 clusters
  Score: Raw -161616.697968 + Penalty 2401.608285 = -159215.089683
  nChanged 4
		SP:Iteration 23Q (2844.890000 sec): 3 clusters
  Score: Raw -161618.654377 + Penalty 2401.608285 = -159217.046092
  nChanged 3
		SP:Iteration 24Q (2844.890000 sec): 3 clusters
  Score: Raw -161620.521028 + Penalty 2401.608285 = -159218.912743
  nChanged 3
		SP:Iteration 25Q (2844.890000 sec): 3 clusters
  Score: Raw -161621.728819 + Penalty 2401.608285 = -159220.120534
  nChanged 0
		SP:Iteration 26F (2844.900000 sec): 3 clusters
  Score: Raw -161621.728819 + Penalty 2401.608285 = -159220.120534
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 68 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2844.910000 sec): 2 clusters
  Score: Raw -200540.375724 + Penalty 1250.264815 = -199290.110908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2844.910000 sec): 3 clusters
  Score: Raw -199571.654502 + Penalty 2500.529631 = -197071.124871
  nChanged 808
		SP:Iteration 1F (2844.920000 sec): 3 clusters
  Score: Raw -200155.709072 + Penalty 2500.529631 = -197655.179442
  nChanged 201
		SP:Iteration 2F (2844.920000 sec): 3 clusters
  Score: Raw -200399.247008 + Penalty 2500.529631 = -197898.717377
  nChanged 155
		SP:Iteration 3F (2844.930000 sec): 3 clusters
  Score: Raw -200569.613290 + Penalty 2500.529631 = -198069.083659
  nChanged 125
		SP:Iteration 4F (2844.930000 sec): 3 clusters
  Score: Raw -200691.951443 + Penalty 2500.529631 = -198191.421812
  nChanged 106
		SP:Iteration 5Q (2844.940000 sec): 3 clusters
  Score: Raw -200776.130012 + Penalty 2500.529631 = -198275.600381
  nChanged 84
		SP:Iteration 6Q (2844.950000 sec): 3 clusters
  Score: Raw -200845.436018 + Penalty 2500.529631 = -198344.906387
  nChanged 68
		SP:Iteration 7Q (2844.950000 sec): 3 clusters
  Score: Raw -200915.214546 + Penalty 2500.529631 = -198414.684915
  nChanged 68
		SP:Iteration 8Q (2844.950000 sec): 3 clusters
  Score: Raw -200980.376785 + Penalty 2500.529631 = -198479.847155
  nChanged 55
		SP:Iteration 9Q (2844.960000 sec): 3 clusters
  Score: Raw -201026.685471 + Penalty 2500.529631 = -198526.155840
  nChanged 43
		SP:Iteration 10Q (2844.970000 sec): 3 clusters
  Score: Raw -201056.137254 + Penalty 2500.529631 = -198555.607624
  nChanged 36
		SP:Iteration 11Q (2844.970000 sec): 3 clusters
  Score: Raw -201082.301349 + Penalty 2500.529631 = -198581.771718
  nChanged 20
		SP:Iteration 12Q (2844.980000 sec): 3 clusters
  Score: Raw -201095.093807 + Penalty 2500.529631 = -198594.564176
  nChanged 15
		SP:Iteration 13Q (2844.980000 sec): 3 clusters
  Score: Raw -201104.585524 + Penalty 2500.529631 = -198604.055893
  nChanged 10
		SP:Iteration 14Q (2844.990000 sec): 3 clusters
  Score: Raw -201110.316045 + Penalty 2500.529631 = -198609.786415
  nChanged 7
		SP:Iteration 15Q (2844.990000 sec): 3 clusters
  Score: Raw -201113.563328 + Penalty 2500.529631 = -198613.033697
  nChanged 7
		SP:Iteration 16Q (2845.000000 sec): 3 clusters
  Score: Raw -201116.654374 + Penalty 2500.529631 = -198616.124743
  nChanged 3
		SP:Iteration 17Q (2845.000000 sec): 3 clusters
  Score: Raw -201118.526037 + Penalty 2500.529631 = -198617.996406
  nChanged 2
		SP:Iteration 18Q (2845.010000 sec): 3 clusters
  Score: Raw -201119.103144 + Penalty 2500.529631 = -198618.573513
  nChanged 1
		SP:Iteration 19Q (2845.010000 sec): 3 clusters
  Score: Raw -201119.203623 + Penalty 2500.529631 = -198618.673993
  nChanged 0
		SP:Iteration 20F (2845.020000 sec): 3 clusters
  Score: Raw -201119.203623 + Penalty 2500.529631 = -198618.673993
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 69 (2281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2845.030000 sec): 2 clusters
  Score: Raw -228622.628675 + Penalty 1256.509999 = -227366.118676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2845.030000 sec): 3 clusters
  Score: Raw -227589.676092 + Penalty 2513.019997 = -225076.656095
  nChanged 842
		SP:Iteration 1F (2845.040000 sec): 3 clusters
  Score: Raw -228096.432999 + Penalty 2513.019997 = -225583.413002
  nChanged 159
		SP:Iteration 2F (2845.040000 sec): 3 clusters
  Score: Raw -228207.700047 + Penalty 2513.019997 = -225694.680049
  nChanged 106
		SP:Iteration 3Q (2845.050000 sec): 3 clusters
  Score: Raw -228271.117756 + Penalty 2513.019997 = -225758.097759
  nChanged 71
		SP:Iteration 4Q (2845.050000 sec): 3 clusters
  Score: Raw -228306.441548 + Penalty 2513.019997 = -225793.421551
  nChanged 49
		SP:Iteration 5Q (2845.060000 sec): 3 clusters
  Score: Raw -228331.473347 + Penalty 2513.019997 = -225818.453350
  nChanged 40
		SP:Iteration 6Q (2845.070000 sec): 3 clusters
  Score: Raw -228357.027195 + Penalty 2513.019997 = -225844.007198
  nChanged 33
		SP:Iteration 7Q (2845.070000 sec): 3 clusters
  Score: Raw -228374.724261 + Penalty 2513.019997 = -225861.704263
  nChanged 30
		SP:Iteration 8Q (2845.080000 sec): 3 clusters
  Score: Raw -228398.924645 + Penalty 2513.019997 = -225885.904647
  nChanged 41
		SP:Iteration 9Q (2845.080000 sec): 3 clusters
  Score: Raw -228426.829729 + Penalty 2513.019997 = -225913.809731
  nChanged 40
		SP:Iteration 10Q (2845.090000 sec): 3 clusters
  Score: Raw -228449.957063 + Penalty 2513.019997 = -225936.937066
  nChanged 42
		SP:Iteration 11Q (2845.090000 sec): 3 clusters
  Score: Raw -228479.590699 + Penalty 2513.019997 = -225966.570701
  nChanged 60
		SP:Iteration 12Q (2845.100000 sec): 3 clusters
  Score: Raw -228532.856348 + Penalty 2513.019997 = -226019.836351
  nChanged 61
		SP:Iteration 13Q (2845.110000 sec): 3 clusters
  Score: Raw -228574.060696 + Penalty 2513.019997 = -226061.040699
  nChanged 52
		SP:Iteration 14Q (2845.110000 sec): 3 clusters
  Score: Raw -228607.157818 + Penalty 2513.019997 = -226094.137821
  nChanged 42
		SP:Iteration 15Q (2845.120000 sec): 3 clusters
  Score: Raw -228629.208507 + Penalty 2513.019997 = -226116.188510
  nChanged 32
		SP:Iteration 16Q (2845.120000 sec): 3 clusters
  Score: Raw -228644.393119 + Penalty 2513.019997 = -226131.373122
  nChanged 33
		SP:Iteration 17Q (2845.130000 sec): 3 clusters
  Score: Raw -228661.418806 + Penalty 2513.019997 = -226148.398809
  nChanged 30
		SP:Iteration 18Q (2845.130000 sec): 3 clusters
  Score: Raw -228679.170383 + Penalty 2513.019997 = -226166.150386
  nChanged 34
		SP:Iteration 19Q (2845.140000 sec): 3 clusters
  Score: Raw -228699.602869 + Penalty 2513.019997 = -226186.582872
  nChanged 32
		SP:Iteration 20F (2845.150000 sec): 3 clusters
  Score: Raw -228721.714648 + Penalty 2513.019997 = -226208.694651
  nChanged 42
		SP:Iteration 21Q (2845.150000 sec): 3 clusters
  Score: Raw -228747.985884 + Penalty 2513.019997 = -226234.965887
  nChanged 36
		SP:Iteration 22Q (2845.160000 sec): 3 clusters
  Score: Raw -228770.711646 + Penalty 2513.019997 = -226257.691649
  nChanged 45
		SP:Iteration 23Q (2845.160000 sec): 3 clusters
  Score: Raw -228804.189957 + Penalty 2513.019997 = -226291.169960
  nChanged 41
		SP:Iteration 24Q (2845.170000 sec): 3 clusters
  Score: Raw -228828.947156 + Penalty 2513.019997 = -226315.927158
  nChanged 32
		SP:Iteration 25Q (2845.170000 sec): 3 clusters
  Score: Raw -228844.508027 + Penalty 2513.019997 = -226331.488029
  nChanged 29
		SP:Iteration 26Q (2845.180000 sec): 3 clusters
  Score: Raw -228860.200003 + Penalty 2513.019997 = -226347.180005
  nChanged 26
		SP:Iteration 27Q (2845.190000 sec): 3 clusters
  Score: Raw -228872.259753 + Penalty 2513.019997 = -226359.239756
  nChanged 15
		SP:Iteration 28Q (2845.190000 sec): 3 clusters
  Score: Raw -228880.017995 + Penalty 2513.019997 = -226366.997998
  nChanged 15
		SP:Iteration 29Q (2845.200000 sec): 3 clusters
  Score: Raw -228886.315694 + Penalty 2513.019997 = -226373.295697
  nChanged 7
		SP:Iteration 30Q (2845.200000 sec): 3 clusters
  Score: Raw -228889.481101 + Penalty 2513.019997 = -226376.461104
  nChanged 11
		SP:Iteration 31Q (2845.210000 sec): 3 clusters
  Score: Raw -228894.592761 + Penalty 2513.019997 = -226381.572764
  nChanged 15
		SP:Iteration 32Q (2845.210000 sec): 3 clusters
  Score: Raw -228902.557085 + Penalty 2513.019997 = -226389.537088
  nChanged 15
		SP:Iteration 33Q (2845.220000 sec): 3 clusters
  Score: Raw -228909.285432 + Penalty 2513.019997 = -226396.265435
  nChanged 9
		SP:Iteration 34Q (2845.230000 sec): 3 clusters
  Score: Raw -228914.078232 + Penalty 2513.019997 = -226401.058235
  nChanged 7
		SP:Iteration 35Q (2845.230000 sec): 3 clusters
  Score: Raw -228916.821379 + Penalty 2513.019997 = -226403.801382
  nChanged 7
		SP:Iteration 36Q (2845.230000 sec): 3 clusters
  Score: Raw -228920.820320 + Penalty 2513.019997 = -226407.800323
  nChanged 8
		SP:Iteration 37Q (2845.240000 sec): 3 clusters
  Score: Raw -228925.055137 + Penalty 2513.019997 = -226412.035140
  nChanged 5
		SP:Iteration 38Q (2845.250000 sec): 3 clusters
  Score: Raw -228927.403024 + Penalty 2513.019997 = -226414.383026
  nChanged 2
		SP:Iteration 39Q (2845.250000 sec): 3 clusters
  Score: Raw -228927.886328 + Penalty 2513.019997 = -226414.866330
  nChanged 1
		SP:Iteration 40F (2845.260000 sec): 3 clusters
  Score: Raw -228928.937621 + Penalty 2513.019997 = -226415.917624
  nChanged 2
		SP:Iteration 41Q (2845.270000 sec): 3 clusters
  Score: Raw -228929.800061 + Penalty 2513.019997 = -226416.780064
  nChanged 2
		SP:Iteration 42Q (2845.270000 sec): 3 clusters
  Score: Raw -228931.245613 + Penalty 2513.019997 = -226418.225616
  nChanged 3
		SP:Iteration 43Q (2845.270000 sec): 3 clusters
  Score: Raw -228933.258066 + Penalty 2513.019997 = -226420.238069
  nChanged 2
		SP:Iteration 44Q (2845.280000 sec): 3 clusters
  Score: Raw -228934.315324 + Penalty 2513.019997 = -226421.295327
  nChanged 1
		SP:Iteration 45Q (2845.290000 sec): 3 clusters
  Score: Raw -228934.449577 + Penalty 2513.019997 = -226421.429580
  nChanged 0
		SP:Iteration 46F (2845.290000 sec): 3 clusters
  Score: Raw -228934.449577 + Penalty 2513.019997 = -226421.429580
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 70 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2845.300000 sec): 2 clusters
  Score: Raw -29273.302466 + Penalty 931.667957 = -28341.634509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2845.300000 sec): 3 clusters
  Score: Raw -29340.017826 + Penalty 1863.335915 = -27476.681911
  nChanged 56
		SP:Iteration 1F (2845.300000 sec): 3 clusters
  Score: Raw -29449.112934 + Penalty 1863.335915 = -27585.777019
  nChanged 17
		SP:Iteration 2F (2845.300000 sec): 3 clusters
  Score: Raw -29498.594147 + Penalty 1863.335915 = -27635.258232
  nChanged 8
		SP:Iteration 3Q (2845.300000 sec): 3 clusters
  Score: Raw -29527.276661 + Penalty 1863.335915 = -27663.940746
  nChanged 4
		SP:Iteration 4Q (2845.300000 sec): 3 clusters
  Score: Raw -29532.182551 + Penalty 1863.335915 = -27668.846636
  nChanged 1
		SP:Iteration 5Q (2845.300000 sec): 3 clusters
  Score: Raw -29532.970731 + Penalty 1863.335915 = -27669.634816
  nChanged 0
		SP:Iteration 6F (2845.300000 sec): 3 clusters
  Score: Raw -29532.970731 + Penalty 1863.335915 = -27669.634816
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 71 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2845.310000 sec): 2 clusters
  Score: Raw -147306.585090 + Penalty 1181.086241 = -146125.498849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2845.310000 sec): 3 clusters
  Score: Raw -146802.292937 + Penalty 2362.172482 = -144440.120455
  nChanged 445
		SP:Iteration 1F (2845.320000 sec): 3 clusters
  Score: Raw -147171.937128 + Penalty 2362.172482 = -144809.764646
  nChanged 108
		SP:Iteration 2F (2845.320000 sec): 3 clusters
  Score: Raw -147260.246999 + Penalty 2362.172482 = -144898.074517
  nChanged 52
		SP:Iteration 3Q (2845.320000 sec): 3 clusters
  Score: Raw -147298.010678 + Penalty 2362.172482 = -144935.838196
  nChanged 34
		SP:Iteration 4Q (2845.330000 sec): 3 clusters
  Score: Raw -147321.731629 + Penalty 2362.172482 = -144959.559147
  nChanged 17
		SP:Iteration 5Q (2845.330000 sec): 3 clusters
  Score: Raw -147331.408457 + Penalty 2362.172482 = -144969.235975
  nChanged 13
		SP:Iteration 6Q (2845.330000 sec): 3 clusters
  Score: Raw -147339.939230 + Penalty 2362.172482 = -144977.766748
  nChanged 13
		SP:Iteration 7Q (2845.340000 sec): 3 clusters
  Score: Raw -147348.943590 + Penalty 2362.172482 = -144986.771108
  nChanged 11
		SP:Iteration 8Q (2845.340000 sec): 3 clusters
  Score: Raw -147356.237857 + Penalty 2362.172482 = -144994.065375
  nChanged 9
		SP:Iteration 9Q (2845.350000 sec): 3 clusters
  Score: Raw -147363.574955 + Penalty 2362.172482 = -145001.402473
  nChanged 14
		SP:Iteration 10Q (2845.350000 sec): 3 clusters
  Score: Raw -147371.424462 + Penalty 2362.172482 = -145009.251980
  nChanged 12
		SP:Iteration 11Q (2845.350000 sec): 3 clusters
  Score: Raw -147376.539516 + Penalty 2362.172482 = -145014.367034
  nChanged 5
		SP:Iteration 12Q (2845.350000 sec): 3 clusters
  Score: Raw -147379.082396 + Penalty 2362.172482 = -145016.909914
  nChanged 5
		SP:Iteration 13Q (2845.360000 sec): 3 clusters
  Score: Raw -147381.364508 + Penalty 2362.172482 = -145019.192026
  nChanged 3
		SP:Iteration 14Q (2845.360000 sec): 3 clusters
  Score: Raw -147382.619887 + Penalty 2362.172482 = -145020.447405
  nChanged 4
		SP:Iteration 15Q (2845.370000 sec): 3 clusters
  Score: Raw -147385.057657 + Penalty 2362.172482 = -145022.885175
  nChanged 2
		SP:Iteration 16Q (2845.370000 sec): 3 clusters
  Score: Raw -147386.502443 + Penalty 2362.172482 = -145024.329961
  nChanged 1
		SP:Iteration 17Q (2845.370000 sec): 3 clusters
  Score: Raw -147386.682312 + Penalty 2362.172482 = -145024.509830
  nChanged 0
		SP:Iteration 18F (2845.380000 sec): 3 clusters
  Score: Raw -147386.682312 + Penalty 2362.172482 = -145024.509830
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 72 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2845.390000 sec): 2 clusters
  Score: Raw -204158.203240 + Penalty 1248.702661 = -202909.500579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2845.390000 sec): 3 clusters
  Score: Raw -203218.146608 + Penalty 2497.405322 = -200720.741286
  nChanged 760
		SP:Iteration 1F (2845.400000 sec): 3 clusters
  Score: Raw -203731.603600 + Penalty 2497.405322 = -201234.198278
  nChanged 192
		SP:Iteration 2F (2845.400000 sec): 3 clusters
  Score: Raw -203880.684532 + Penalty 2497.405322 = -201383.279210
  nChanged 118
		SP:Iteration 3F (2845.410000 sec): 3 clusters
  Score: Raw -203970.026013 + Penalty 2497.405322 = -201472.620691
  nChanged 85
		SP:Iteration 4Q (2845.410000 sec): 3 clusters
  Score: Raw -204033.840180 + Penalty 2497.405322 = -201536.434858
  nChanged 69
		SP:Iteration 5Q (2845.420000 sec): 3 clusters
  Score: Raw -204083.140753 + Penalty 2497.405322 = -201585.735431
  nChanged 64
		SP:Iteration 6Q (2845.420000 sec): 3 clusters
  Score: Raw -204130.524303 + Penalty 2497.405322 = -201633.118981
  nChanged 50
		SP:Iteration 7Q (2845.430000 sec): 3 clusters
  Score: Raw -204158.457301 + Penalty 2497.405322 = -201661.051979
  nChanged 37
		SP:Iteration 8Q (2845.430000 sec): 3 clusters
  Score: Raw -204177.324135 + Penalty 2497.405322 = -201679.918813
  nChanged 34
		SP:Iteration 9Q (2845.440000 sec): 3 clusters
  Score: Raw -204194.113396 + Penalty 2497.405322 = -201696.708074
  nChanged 30
		SP:Iteration 10Q (2845.450000 sec): 3 clusters
  Score: Raw -204209.817878 + Penalty 2497.405322 = -201712.412556
  nChanged 31
		SP:Iteration 11Q (2845.450000 sec): 3 clusters
  Score: Raw -204226.595517 + Penalty 2497.405322 = -201729.190195
  nChanged 33
		SP:Iteration 12Q (2845.450000 sec): 3 clusters
  Score: Raw -204244.856695 + Penalty 2497.405322 = -201747.451373
  nChanged 24
		SP:Iteration 13Q (2845.460000 sec): 3 clusters
  Score: Raw -204257.176397 + Penalty 2497.405322 = -201759.771075
  nChanged 26
		SP:Iteration 14Q (2845.470000 sec): 3 clusters
  Score: Raw -204268.717337 + Penalty 2497.405322 = -201771.312015
  nChanged 27
		SP:Iteration 15Q (2845.470000 sec): 3 clusters
  Score: Raw -204282.844693 + Penalty 2497.405322 = -201785.439371
  nChanged 24
		SP:Iteration 16Q (2845.480000 sec): 3 clusters
  Score: Raw -204297.545941 + Penalty 2497.405322 = -201800.140619
  nChanged 19
		SP:Iteration 17Q (2845.480000 sec): 3 clusters
  Score: Raw -204309.659567 + Penalty 2497.405322 = -201812.254245
  nChanged 29
		SP:Iteration 18Q (2845.490000 sec): 3 clusters
  Score: Raw -204333.144246 + Penalty 2497.405322 = -201835.738924
  nChanged 34
		SP:Iteration 19Q (2845.490000 sec): 3 clusters
  Score: Raw -204358.533660 + Penalty 2497.405322 = -201861.128338
  nChanged 36
		SP:Iteration 20F (2845.500000 sec): 3 clusters
  Score: Raw -204382.562166 + Penalty 2497.405322 = -201885.156844
  nChanged 27
		SP:Iteration 21Q (2845.500000 sec): 3 clusters
  Score: Raw -204397.901450 + Penalty 2497.405322 = -201900.496128
  nChanged 33
		SP:Iteration 22Q (2845.510000 sec): 3 clusters
  Score: Raw -204420.229489 + Penalty 2497.405322 = -201922.824167
  nChanged 36
		SP:Iteration 23Q (2845.510000 sec): 3 clusters
  Score: Raw -204445.501931 + Penalty 2497.405322 = -201948.096609
  nChanged 32
		SP:Iteration 24Q (2845.520000 sec): 3 clusters
  Score: Raw -204466.176777 + Penalty 2497.405322 = -201968.771455
  nChanged 34
		SP:Iteration 25Q (2845.530000 sec): 3 clusters
  Score: Raw -204486.501852 + Penalty 2497.405322 = -201989.096530
  nChanged 23
		SP:Iteration 26Q (2845.530000 sec): 3 clusters
  Score: Raw -204499.035080 + Penalty 2497.405322 = -202001.629758
  nChanged 23
		SP:Iteration 27Q (2845.530000 sec): 3 clusters
  Score: Raw -204515.126911 + Penalty 2497.405322 = -202017.721589
  nChanged 19
		SP:Iteration 28Q (2845.540000 sec): 3 clusters
  Score: Raw -204532.533308 + Penalty 2497.405322 = -202035.127986
  nChanged 34
		SP:Iteration 29Q (2845.550000 sec): 3 clusters
  Score: Raw -204571.959200 + Penalty 2497.405322 = -202074.553878
  nChanged 46
		SP:Iteration 30Q (2845.550000 sec): 3 clusters
  Score: Raw -204609.768455 + Penalty 2497.405322 = -202112.363133
  nChanged 37
		SP:Iteration 31Q (2845.550000 sec): 3 clusters
  Score: Raw -204642.134289 + Penalty 2497.405322 = -202144.728967
  nChanged 29
		SP:Iteration 32Q (2845.560000 sec): 3 clusters
  Score: Raw -204666.765957 + Penalty 2497.405322 = -202169.360635
  nChanged 26
		SP:Iteration 33Q (2845.570000 sec): 3 clusters
  Score: Raw -204681.663877 + Penalty 2497.405322 = -202184.258555
  nChanged 17
		SP:Iteration 34Q (2845.570000 sec): 3 clusters
  Score: Raw -204693.047703 + Penalty 2497.405322 = -202195.642381
  nChanged 17
		SP:Iteration 35Q (2845.570000 sec): 3 clusters
  Score: Raw -204704.965073 + Penalty 2497.405322 = -202207.559751
  nChanged 22
		SP:Iteration 36Q (2845.580000 sec): 3 clusters
  Score: Raw -204719.199535 + Penalty 2497.405322 = -202221.794213
  nChanged 19
		SP:Iteration 37Q (2845.590000 sec): 3 clusters
  Score: Raw -204728.626020 + Penalty 2497.405322 = -202231.220698
  nChanged 12
		SP:Iteration 38Q (2845.590000 sec): 3 clusters
  Score: Raw -204734.532108 + Penalty 2497.405322 = -202237.126786
  nChanged 9
		SP:Iteration 39Q (2845.590000 sec): 3 clusters
  Score: Raw -204742.339910 + Penalty 2497.405322 = -202244.934588
  nChanged 12
		SP:Iteration 40F (2845.600000 sec): 3 clusters
  Score: Raw -204749.219519 + Penalty 2497.405322 = -202251.814197
  nChanged 11
		SP:Iteration 41Q (2845.610000 sec): 3 clusters
  Score: Raw -204755.584188 + Penalty 2497.405322 = -202258.178866
  nChanged 5
		SP:Iteration 42Q (2845.610000 sec): 3 clusters
  Score: Raw -204758.751899 + Penalty 2497.405322 = -202261.346577
  nChanged 3
		SP:Iteration 43Q (2845.610000 sec): 3 clusters
  Score: Raw -204760.712871 + Penalty 2497.405322 = -202263.307549
  nChanged 2
		SP:Iteration 44Q (2845.620000 sec): 3 clusters
  Score: Raw -204761.419650 + Penalty 2497.405322 = -202264.014328
  nChanged 0
		SP:Iteration 45F (2845.630000 sec): 3 clusters
  Score: Raw -204761.419650 + Penalty 2497.405322 = -202264.014328
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 73 (5841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2845.650000 sec): 2 clusters
  Score: Raw -561147.488492 + Penalty 1409.306810 = -559738.181681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2845.660000 sec): 3 clusters
  Score: Raw -558039.748816 + Penalty 2818.613621 = -555221.135196
  nChanged 2440
		SP:Iteration 1F (2845.680000 sec): 3 clusters
  Score: Raw -559595.183324 + Penalty 2818.613621 = -556776.569703
  nChanged 496
		SP:Iteration 2F (2845.690000 sec): 3 clusters
  Score: Raw -559986.148876 + Penalty 2818.613621 = -557167.535256
  nChanged 384
		SP:Iteration 3F (2845.710000 sec): 3 clusters
  Score: Raw -560222.847828 + Penalty 2818.613621 = -557404.234207
  nChanged 315
		SP:Iteration 4F (2845.720000 sec): 3 clusters
  Score: Raw -560419.801565 + Penalty 2818.613621 = -557601.187944
  nChanged 293
		SP:Iteration 5F (2845.740000 sec): 3 clusters
  Score: Raw -560607.813375 + Penalty 2818.613621 = -557789.199754
  nChanged 292
		SP:Iteration 6Q (2845.750000 sec): 3 clusters
  Score: Raw -560794.882440 + Penalty 2818.613621 = -557976.268819
  nChanged 280
		SP:Iteration 7Q (2845.770000 sec): 3 clusters
  Score: Raw -560998.797849 + Penalty 2818.613621 = -558180.184228
  nChanged 270
		SP:Iteration 8Q (2845.780000 sec): 3 clusters
  Score: Raw -561166.381318 + Penalty 2818.613621 = -558347.767697
  nChanged 228
		SP:Iteration 9Q (2845.790000 sec): 3 clusters
  Score: Raw -561311.561286 + Penalty 2818.613621 = -558492.947665
  nChanged 203
		SP:Iteration 10Q (2845.810000 sec): 3 clusters
  Score: Raw -561440.046657 + Penalty 2818.613621 = -558621.433036
  nChanged 191
		SP:Iteration 11Q (2845.820000 sec): 3 clusters
  Score: Raw -561554.952322 + Penalty 2818.613621 = -558736.338701
  nChanged 168
		SP:Iteration 12Q (2845.840000 sec): 3 clusters
  Score: Raw -561669.482920 + Penalty 2818.613621 = -558850.869300
  nChanged 141
		SP:Iteration 13Q (2845.850000 sec): 3 clusters
  Score: Raw -561754.939741 + Penalty 2818.613621 = -558936.326120
  nChanged 103
		SP:Iteration 14Q (2845.870000 sec): 3 clusters
  Score: Raw -561817.022733 + Penalty 2818.613621 = -558998.409112
  nChanged 87
		SP:Iteration 15Q (2845.880000 sec): 3 clusters
  Score: Raw -561865.787117 + Penalty 2818.613621 = -559047.173496
  nChanged 64
		SP:Iteration 16Q (2845.890000 sec): 3 clusters
  Score: Raw -561901.905320 + Penalty 2818.613621 = -559083.291700
  nChanged 46
		SP:Iteration 17Q (2845.910000 sec): 3 clusters
  Score: Raw -561929.926070 + Penalty 2818.613621 = -559111.312450
  nChanged 43
		SP:Iteration 18Q (2845.920000 sec): 3 clusters
  Score: Raw -561955.997167 + Penalty 2818.613621 = -559137.383546
  nChanged 43
		SP:Iteration 19Q (2845.930000 sec): 3 clusters
  Score: Raw -561984.442164 + Penalty 2818.613621 = -559165.828543
  nChanged 27
		SP:Iteration 20F (2845.950000 sec): 3 clusters
  Score: Raw -561998.893598 + Penalty 2818.613621 = -559180.279977
  nChanged 28
		SP:Iteration 21Q (2845.970000 sec): 3 clusters
  Score: Raw -562016.043366 + Penalty 2818.613621 = -559197.429746
  nChanged 23
		SP:Iteration 22Q (2845.980000 sec): 3 clusters
  Score: Raw -562034.881596 + Penalty 2818.613621 = -559216.267975
  nChanged 23
		SP:Iteration 23Q (2845.990000 sec): 3 clusters
  Score: Raw -562049.184220 + Penalty 2818.613621 = -559230.570600
  nChanged 20
		SP:Iteration 24Q (2846.000000 sec): 3 clusters
  Score: Raw -562059.641329 + Penalty 2818.613621 = -559241.027708
  nChanged 22
		SP:Iteration 25Q (2846.020000 sec): 3 clusters
  Score: Raw -562071.344297 + Penalty 2818.613621 = -559252.730677
  nChanged 14
		SP:Iteration 26Q (2846.030000 sec): 3 clusters
  Score: Raw -562079.958919 + Penalty 2818.613621 = -559261.345299
  nChanged 12
		SP:Iteration 27Q (2846.040000 sec): 3 clusters
  Score: Raw -562085.760183 + Penalty 2818.613621 = -559267.146562
  nChanged 12
		SP:Iteration 28Q (2846.060000 sec): 3 clusters
  Score: Raw -562092.216223 + Penalty 2818.613621 = -559273.602602
  nChanged 10
		SP:Iteration 29Q (2846.070000 sec): 3 clusters
  Score: Raw -562099.014735 + Penalty 2818.613621 = -559280.401115
  nChanged 7
		SP:Iteration 30Q (2846.080000 sec): 3 clusters
  Score: Raw -562102.169208 + Penalty 2818.613621 = -559283.555588
  nChanged 7
		SP:Iteration 31Q (2846.090000 sec): 3 clusters
  Score: Raw -562106.984026 + Penalty 2818.613621 = -559288.370405
  nChanged 6
		SP:Iteration 32Q (2846.110000 sec): 3 clusters
  Score: Raw -562109.695483 + Penalty 2818.613621 = -559291.081862
  nChanged 5
		SP:Iteration 33Q (2846.120000 sec): 3 clusters
  Score: Raw -562112.013927 + Penalty 2818.613621 = -559293.400306
  nChanged 4
		SP:Iteration 34Q (2846.130000 sec): 3 clusters
  Score: Raw -562115.296996 + Penalty 2818.613621 = -559296.683376
  nChanged 5
		SP:Iteration 35Q (2846.150000 sec): 3 clusters
  Score: Raw -562118.166940 + Penalty 2818.613621 = -559299.553319
  nChanged 3
		SP:Iteration 36Q (2846.160000 sec): 3 clusters
  Score: Raw -562120.912672 + Penalty 2818.613621 = -559302.299052
  nChanged 4
		SP:Iteration 37Q (2846.170000 sec): 3 clusters
  Score: Raw -562124.628491 + Penalty 2818.613621 = -559306.014871
  nChanged 3
		SP:Iteration 38Q (2846.180000 sec): 3 clusters
  Score: Raw -562125.893140 + Penalty 2818.613621 = -559307.279519
  nChanged 2
		SP:Iteration 39Q (2846.190000 sec): 3 clusters
  Score: Raw -562127.057034 + Penalty 2818.613621 = -559308.443414
  nChanged 1
		SP:Iteration 40F (2846.210000 sec): 3 clusters
  Score: Raw -562128.560494 + Penalty 2818.613621 = -559309.946873
  nChanged 2
		SP:Iteration 41Q (2846.220000 sec): 3 clusters
  Score: Raw -562129.394618 + Penalty 2818.613621 = -559310.780997
  nChanged 4
		SP:Iteration 42Q (2846.230000 sec): 3 clusters
  Score: Raw -562131.144094 + Penalty 2818.613621 = -559312.530473
  nChanged 4
		SP:Iteration 43Q (2846.250000 sec): 3 clusters
  Score: Raw -562134.068184 + Penalty 2818.613621 = -559315.454563
  nChanged 2
		SP:Iteration 44Q (2846.260000 sec): 3 clusters
  Score: Raw -562136.390955 + Penalty 2818.613621 = -559317.777335
  nChanged 4
		SP:Iteration 45Q (2846.270000 sec): 3 clusters
  Score: Raw -562138.865884 + Penalty 2818.613621 = -559320.252264
  nChanged 1
		SP:Iteration 46Q (2846.290000 sec): 3 clusters
  Score: Raw -562139.070271 + Penalty 2818.613621 = -559320.456650
  nChanged 0
		SP:Iteration 47F (2846.300000 sec): 3 clusters
  Score: Raw -562139.070271 + Penalty 2818.613621 = -559320.456650
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 74 (660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2846.310000 sec): 2 clusters
  Score: Raw -51047.346803 + Penalty 1054.988973 = -49992.357830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2846.310000 sec): 3 clusters
  Score: Raw -50921.054032 + Penalty 2109.977946 = -48811.076085
  nChanged 198
		SP:Iteration 1F (2846.310000 sec): 3 clusters
  Score: Raw -51188.982963 + Penalty 2109.977946 = -49079.005017
  nChanged 58
		SP:Iteration 2F (2846.310000 sec): 3 clusters
  Score: Raw -51348.138903 + Penalty 2109.977946 = -49238.160956
  nChanged 41
		SP:Iteration 3F (2846.310000 sec): 3 clusters
  Score: Raw -51506.574353 + Penalty 2109.977946 = -49396.596407
  nChanged 33
		SP:Iteration 4Q (2846.320000 sec): 3 clusters
  Score: Raw -51575.845601 + Penalty 2109.977946 = -49465.867655
  nChanged 20
		SP:Iteration 5Q (2846.320000 sec): 3 clusters
  Score: Raw -51622.404654 + Penalty 2109.977946 = -49512.426708
  nChanged 13
		SP:Iteration 6Q (2846.320000 sec): 3 clusters
  Score: Raw -51645.748829 + Penalty 2109.977946 = -49535.770883
  nChanged 16
		SP:Iteration 7Q (2846.320000 sec): 3 clusters
  Score: Raw -51673.237932 + Penalty 2109.977946 = -49563.259986
  nChanged 19
		SP:Iteration 8Q (2846.320000 sec): 3 clusters
  Score: Raw -51723.431812 + Penalty 2109.977946 = -49613.453866
  nChanged 22
		SP:Iteration 9Q (2846.320000 sec): 3 clusters
  Score: Raw -51773.822066 + Penalty 2109.977946 = -49663.844120
  nChanged 9
		SP:Iteration 10Q (2846.330000 sec): 3 clusters
  Score: Raw -51795.391306 + Penalty 2109.977946 = -49685.413360
  nChanged 5
		SP:Iteration 11Q (2846.330000 sec): 3 clusters
  Score: Raw -51803.163000 + Penalty 2109.977946 = -49693.185054
  nChanged 1
		SP:Iteration 12Q (2846.330000 sec): 3 clusters
  Score: Raw -51805.038197 + Penalty 2109.977946 = -49695.060251
  nChanged 1
		SP:Iteration 13Q (2846.330000 sec): 3 clusters
  Score: Raw -51806.578125 + Penalty 2109.977946 = -49696.600179
  nChanged 0
		SP:Iteration 14F (2846.330000 sec): 3 clusters
  Score: Raw -51806.578125 + Penalty 2109.977946 = -49696.600179
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 75 (1898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2846.340000 sec): 2 clusters
  Score: Raw -180176.364994 + Penalty 1226.640347 = -178949.724647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2846.340000 sec): 3 clusters
  Score: Raw -179387.505061 + Penalty 2453.280693 = -176934.224368
  nChanged 639
		SP:Iteration 1F (2846.350000 sec): 3 clusters
  Score: Raw -179876.622354 + Penalty 2453.280693 = -177423.341660
  nChanged 179
		SP:Iteration 2F (2846.350000 sec): 3 clusters
  Score: Raw -180035.712918 + Penalty 2453.280693 = -177582.432225
  nChanged 126
		SP:Iteration 3F (2846.360000 sec): 3 clusters
  Score: Raw -180164.560985 + Penalty 2453.280693 = -177711.280291
  nChanged 92
		SP:Iteration 4Q (2846.360000 sec): 3 clusters
  Score: Raw -180257.492803 + Penalty 2453.280693 = -177804.212109
  nChanged 72
		SP:Iteration 5Q (2846.370000 sec): 3 clusters
  Score: Raw -180337.945890 + Penalty 2453.280693 = -177884.665197
  nChanged 59
		SP:Iteration 6Q (2846.370000 sec): 3 clusters
  Score: Raw -180407.445732 + Penalty 2453.280693 = -177954.165039
  nChanged 61
		SP:Iteration 7Q (2846.380000 sec): 3 clusters
  Score: Raw -180497.552384 + Penalty 2453.280693 = -178044.271691
  nChanged 69
		SP:Iteration 8Q (2846.380000 sec): 3 clusters
  Score: Raw -180597.728421 + Penalty 2453.280693 = -178144.447727
  nChanged 65
		SP:Iteration 9Q (2846.390000 sec): 3 clusters
  Score: Raw -180669.884319 + Penalty 2453.280693 = -178216.603626
  nChanged 58
		SP:Iteration 10Q (2846.390000 sec): 3 clusters
  Score: Raw -180738.440999 + Penalty 2453.280693 = -178285.160306
  nChanged 47
		SP:Iteration 11Q (2846.390000 sec): 3 clusters
  Score: Raw -180794.185623 + Penalty 2453.280693 = -178340.904930
  nChanged 39
		SP:Iteration 12Q (2846.400000 sec): 3 clusters
  Score: Raw -180847.250972 + Penalty 2453.280693 = -178393.970279
  nChanged 44
		SP:Iteration 13Q (2846.400000 sec): 3 clusters
  Score: Raw -180901.315939 + Penalty 2453.280693 = -178448.035245
  nChanged 46
		SP:Iteration 14Q (2846.410000 sec): 3 clusters
  Score: Raw -180950.965404 + Penalty 2453.280693 = -178497.684711
  nChanged 34
		SP:Iteration 15Q (2846.410000 sec): 3 clusters
  Score: Raw -180984.818147 + Penalty 2453.280693 = -178531.537453
  nChanged 25
		SP:Iteration 16Q (2846.410000 sec): 3 clusters
  Score: Raw -181010.227516 + Penalty 2453.280693 = -178556.946823
  nChanged 18
		SP:Iteration 17Q (2846.420000 sec): 3 clusters
  Score: Raw -181026.866939 + Penalty 2453.280693 = -178573.586246
  nChanged 18
		SP:Iteration 18Q (2846.420000 sec): 3 clusters
  Score: Raw -181042.850752 + Penalty 2453.280693 = -178589.570059
  nChanged 8
		SP:Iteration 19Q (2846.430000 sec): 3 clusters
  Score: Raw -181047.675759 + Penalty 2453.280693 = -178594.395066
  nChanged 5
		SP:Iteration 20F (2846.430000 sec): 3 clusters
  Score: Raw -181050.571350 + Penalty 2453.280693 = -178597.290657
  nChanged 1
		SP:Iteration 21Q (2846.430000 sec): 3 clusters
  Score: Raw -181050.949321 + Penalty 2453.280693 = -178597.668628
  nChanged 1
		SP:Iteration 22Q (2846.440000 sec): 3 clusters
  Score: Raw -181051.787643 + Penalty 2453.280693 = -178598.506950
  nChanged 0
		SP:Iteration 23F (2846.440000 sec): 3 clusters
  Score: Raw -181051.787643 + Penalty 2453.280693 = -178598.506950
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 76 (2613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2846.450000 sec): 2 clusters
  Score: Raw -260990.759372 + Penalty 1278.591318 = -259712.168054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2846.460000 sec): 3 clusters
  Score: Raw -259806.465986 + Penalty 2557.182636 = -257249.283350
  nChanged 924
		SP:Iteration 1F (2846.470000 sec): 3 clusters
  Score: Raw -260384.022902 + Penalty 2557.182636 = -257826.840265
  nChanged 178
		SP:Iteration 2F (2846.470000 sec): 3 clusters
  Score: Raw -260513.955478 + Penalty 2557.182636 = -257956.772842
  nChanged 140
		SP:Iteration 3F (2846.480000 sec): 3 clusters
  Score: Raw -260608.634823 + Penalty 2557.182636 = -258051.452186
  nChanged 106
		SP:Iteration 4Q (2846.490000 sec): 3 clusters
  Score: Raw -260688.679126 + Penalty 2557.182636 = -258131.496490
  nChanged 72
		SP:Iteration 5Q (2846.490000 sec): 3 clusters
  Score: Raw -260738.592399 + Penalty 2557.182636 = -258181.409763
  nChanged 84
		SP:Iteration 6Q (2846.500000 sec): 3 clusters
  Score: Raw -260789.197411 + Penalty 2557.182636 = -258232.014774
  nChanged 63
		SP:Iteration 7Q (2846.510000 sec): 3 clusters
  Score: Raw -260826.625500 + Penalty 2557.182636 = -258269.442864
  nChanged 61
		SP:Iteration 8Q (2846.510000 sec): 3 clusters
  Score: Raw -260868.522467 + Penalty 2557.182636 = -258311.339830
  nChanged 53
		SP:Iteration 9Q (2846.520000 sec): 3 clusters
  Score: Raw -260905.346685 + Penalty 2557.182636 = -258348.164049
  nChanged 58
		SP:Iteration 10Q (2846.530000 sec): 3 clusters
  Score: Raw -260947.589511 + Penalty 2557.182636 = -258390.406875
  nChanged 69
		SP:Iteration 11Q (2846.530000 sec): 3 clusters
  Score: Raw -260991.127893 + Penalty 2557.182636 = -258433.945256
  nChanged 61
		SP:Iteration 12Q (2846.540000 sec): 3 clusters
  Score: Raw -261029.695061 + Penalty 2557.182636 = -258472.512425
  nChanged 48
		SP:Iteration 13Q (2846.550000 sec): 3 clusters
  Score: Raw -261055.717193 + Penalty 2557.182636 = -258498.534557
  nChanged 33
		SP:Iteration 14Q (2846.550000 sec): 3 clusters
  Score: Raw -261071.282003 + Penalty 2557.182636 = -258514.099367
  nChanged 35
		SP:Iteration 15Q (2846.560000 sec): 3 clusters
  Score: Raw -261094.619229 + Penalty 2557.182636 = -258537.436593
  nChanged 40
		SP:Iteration 16Q (2846.570000 sec): 3 clusters
  Score: Raw -261119.506053 + Penalty 2557.182636 = -258562.323417
  nChanged 32
		SP:Iteration 17Q (2846.570000 sec): 3 clusters
  Score: Raw -261139.795920 + Penalty 2557.182636 = -258582.613284
  nChanged 36
		SP:Iteration 18Q (2846.580000 sec): 3 clusters
  Score: Raw -261168.263739 + Penalty 2557.182636 = -258611.081103
  nChanged 42
		SP:Iteration 19Q (2846.580000 sec): 3 clusters
  Score: Raw -261200.568567 + Penalty 2557.182636 = -258643.385930
  nChanged 37
		SP:Iteration 20F (2846.590000 sec): 3 clusters
  Score: Raw -261230.086158 + Penalty 2557.182636 = -258672.903521
  nChanged 35
		SP:Iteration 21Q (2846.600000 sec): 3 clusters
  Score: Raw -261259.356930 + Penalty 2557.182636 = -258702.174293
  nChanged 40
		SP:Iteration 22Q (2846.600000 sec): 3 clusters
  Score: Raw -261292.677695 + Penalty 2557.182636 = -258735.495059
  nChanged 43
		SP:Iteration 23Q (2846.610000 sec): 3 clusters
  Score: Raw -261320.905205 + Penalty 2557.182636 = -258763.722569
  nChanged 39
		SP:Iteration 24Q (2846.610000 sec): 3 clusters
  Score: Raw -261349.748157 + Penalty 2557.182636 = -258792.565521
  nChanged 31
		SP:Iteration 25Q (2846.620000 sec): 3 clusters
  Score: Raw -261375.104483 + Penalty 2557.182636 = -258817.921847
  nChanged 25
		SP:Iteration 26Q (2846.630000 sec): 3 clusters
  Score: Raw -261395.781732 + Penalty 2557.182636 = -258838.599096
  nChanged 20
		SP:Iteration 27Q (2846.630000 sec): 3 clusters
  Score: Raw -261410.598501 + Penalty 2557.182636 = -258853.415865
  nChanged 20
		SP:Iteration 28Q (2846.640000 sec): 3 clusters
  Score: Raw -261425.079500 + Penalty 2557.182636 = -258867.896864
  nChanged 19
		SP:Iteration 29Q (2846.650000 sec): 3 clusters
  Score: Raw -261441.434186 + Penalty 2557.182636 = -258884.251550
  nChanged 26
		SP:Iteration 30Q (2846.650000 sec): 3 clusters
  Score: Raw -261457.102568 + Penalty 2557.182636 = -258899.919932
  nChanged 19
		SP:Iteration 31Q (2846.650000 sec): 3 clusters
  Score: Raw -261469.015869 + Penalty 2557.182636 = -258911.833232
  nChanged 17
		SP:Iteration 32Q (2846.660000 sec): 3 clusters
  Score: Raw -261481.516598 + Penalty 2557.182636 = -258924.333962
  nChanged 15
		SP:Iteration 33Q (2846.670000 sec): 3 clusters
  Score: Raw -261491.964351 + Penalty 2557.182636 = -258934.781715
  nChanged 17
		SP:Iteration 34Q (2846.670000 sec): 3 clusters
  Score: Raw -261507.806134 + Penalty 2557.182636 = -258950.623497
  nChanged 20
		SP:Iteration 35Q (2846.680000 sec): 3 clusters
  Score: Raw -261524.607846 + Penalty 2557.182636 = -258967.425210
  nChanged 30
		SP:Iteration 36Q (2846.690000 sec): 3 clusters
  Score: Raw -261548.681330 + Penalty 2557.182636 = -258991.498693
  nChanged 28
		SP:Iteration 37Q (2846.690000 sec): 3 clusters
  Score: Raw -261568.938363 + Penalty 2557.182636 = -259011.755727
  nChanged 22
		SP:Iteration 38Q (2846.690000 sec): 3 clusters
  Score: Raw -261586.247901 + Penalty 2557.182636 = -259029.065264
  nChanged 19
		SP:Iteration 39Q (2846.700000 sec): 3 clusters
  Score: Raw -261598.599733 + Penalty 2557.182636 = -259041.417096
  nChanged 12
		SP:Iteration 40F (2846.710000 sec): 3 clusters
  Score: Raw -261604.422228 + Penalty 2557.182636 = -259047.239592
  nChanged 14
		SP:Iteration 41Q (2846.710000 sec): 3 clusters
  Score: Raw -261612.433623 + Penalty 2557.182636 = -259055.250987
  nChanged 4
		SP:Iteration 42Q (2846.720000 sec): 3 clusters
  Score: Raw -261613.865912 + Penalty 2557.182636 = -259056.683276
  nChanged 1
		SP:Iteration 43Q (2846.730000 sec): 3 clusters
  Score: Raw -261614.453709 + Penalty 2557.182636 = -259057.271072
  nChanged 2
		SP:Iteration 44Q (2846.730000 sec): 3 clusters
  Score: Raw -261614.877254 + Penalty 2557.182636 = -259057.694617
  nChanged 3
		SP:Iteration 45Q (2846.730000 sec): 3 clusters
  Score: Raw -261615.814567 + Penalty 2557.182636 = -259058.631931
  nChanged 2
		SP:Iteration 46Q (2846.740000 sec): 3 clusters
  Score: Raw -261616.622770 + Penalty 2557.182636 = -259059.440134
  nChanged 3
		SP:Iteration 47Q (2846.750000 sec): 3 clusters
  Score: Raw -261618.077567 + Penalty 2557.182636 = -259060.894931
  nChanged 2
		SP:Iteration 48Q (2846.750000 sec): 3 clusters
  Score: Raw -261618.989689 + Penalty 2557.182636 = -259061.807053
  nChanged 1
		SP:Iteration 49Q (2846.760000 sec): 3 clusters
  Score: Raw -261619.234950 + Penalty 2557.182636 = -259062.052313
  nChanged 1
		SP:Iteration 50Q (2846.760000 sec): 3 clusters
  Score: Raw -261619.339339 + Penalty 2557.182636 = -259062.156703
  nChanged 0
		SP:Iteration 51F (2846.770000 sec): 3 clusters
  Score: Raw -261619.339339 + Penalty 2557.182636 = -259062.156703
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 77 (1492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2846.780000 sec): 2 clusters
  Score: Raw -138087.919766 + Penalty 1187.529327 = -136900.390439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2846.780000 sec): 3 clusters
  Score: Raw -137519.657320 + Penalty 2375.058654 = -135144.598666
  nChanged 516
		SP:Iteration 1F (2846.780000 sec): 3 clusters
  Score: Raw -137973.053217 + Penalty 2375.058654 = -135597.994563
  nChanged 127
		SP:Iteration 2F (2846.790000 sec): 3 clusters
  Score: Raw -138095.482622 + Penalty 2375.058654 = -135720.423968
  nChanged 75
		SP:Iteration 3F (2846.790000 sec): 3 clusters
  Score: Raw -138213.793149 + Penalty 2375.058654 = -135838.734495
  nChanged 67
		SP:Iteration 4Q (2846.790000 sec): 3 clusters
  Score: Raw -138335.778369 + Penalty 2375.058654 = -135960.719715
  nChanged 64
		SP:Iteration 5Q (2846.800000 sec): 3 clusters
  Score: Raw -138410.862912 + Penalty 2375.058654 = -136035.804258
  nChanged 47
		SP:Iteration 6Q (2846.800000 sec): 3 clusters
  Score: Raw -138470.744914 + Penalty 2375.058654 = -136095.686260
  nChanged 47
		SP:Iteration 7Q (2846.810000 sec): 3 clusters
  Score: Raw -138511.379153 + Penalty 2375.058654 = -136136.320499
  nChanged 29
		SP:Iteration 8Q (2846.810000 sec): 3 clusters
  Score: Raw -138534.855545 + Penalty 2375.058654 = -136159.796891
  nChanged 23
		SP:Iteration 9Q (2846.810000 sec): 3 clusters
  Score: Raw -138555.840809 + Penalty 2375.058654 = -136180.782156
  nChanged 20
		SP:Iteration 10Q (2846.820000 sec): 3 clusters
  Score: Raw -138571.592286 + Penalty 2375.058654 = -136196.533632
  nChanged 18
		SP:Iteration 11Q (2846.820000 sec): 3 clusters
  Score: Raw -138594.331319 + Penalty 2375.058654 = -136219.272665
  nChanged 19
		SP:Iteration 12Q (2846.830000 sec): 3 clusters
  Score: Raw -138615.274919 + Penalty 2375.058654 = -136240.216266
  nChanged 14
		SP:Iteration 13Q (2846.830000 sec): 3 clusters
  Score: Raw -138625.237587 + Penalty 2375.058654 = -136250.178933
  nChanged 12
		SP:Iteration 14Q (2846.830000 sec): 3 clusters
  Score: Raw -138632.132445 + Penalty 2375.058654 = -136257.073792
  nChanged 9
		SP:Iteration 15Q (2846.830000 sec): 3 clusters
  Score: Raw -138638.011875 + Penalty 2375.058654 = -136262.953221
  nChanged 3
		SP:Iteration 16Q (2846.840000 sec): 3 clusters
  Score: Raw -138640.401985 + Penalty 2375.058654 = -136265.343331
  nChanged 5
		SP:Iteration 17Q (2846.840000 sec): 3 clusters
  Score: Raw -138643.864842 + Penalty 2375.058654 = -136268.806188
  nChanged 3
		SP:Iteration 18Q (2846.850000 sec): 3 clusters
  Score: Raw -138646.204355 + Penalty 2375.058654 = -136271.145701
  nChanged 5
		SP:Iteration 19Q (2846.850000 sec): 3 clusters
  Score: Raw -138651.711058 + Penalty 2375.058654 = -136276.652404
  nChanged 4
		SP:Iteration 20F (2846.850000 sec): 3 clusters
  Score: Raw -138654.196573 + Penalty 2375.058654 = -136279.137920
  nChanged 2
		SP:Iteration 21Q (2846.860000 sec): 3 clusters
  Score: Raw -138655.442849 + Penalty 2375.058654 = -136280.384195
  nChanged 0
		SP:Iteration 22F (2846.860000 sec): 3 clusters
  Score: Raw -138655.442849 + Penalty 2375.058654 = -136280.384195
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 78 (2022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2846.870000 sec): 2 clusters
  Score: Raw -189946.354627 + Penalty 1236.924390 = -188709.430237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2846.870000 sec): 3 clusters
  Score: Raw -189120.563355 + Penalty 2473.848780 = -186646.714576
  nChanged 687
		SP:Iteration 1F (2846.880000 sec): 3 clusters
  Score: Raw -189609.375077 + Penalty 2473.848780 = -187135.526297
  nChanged 187
		SP:Iteration 2F (2846.880000 sec): 3 clusters
  Score: Raw -189804.862255 + Penalty 2473.848780 = -187331.013475
  nChanged 132
		SP:Iteration 3F (2846.890000 sec): 3 clusters
  Score: Raw -189940.872336 + Penalty 2473.848780 = -187467.023556
  nChanged 99
		SP:Iteration 4Q (2846.890000 sec): 3 clusters
  Score: Raw -190038.850033 + Penalty 2473.848780 = -187565.001254
  nChanged 78
		SP:Iteration 5Q (2846.900000 sec): 3 clusters
  Score: Raw -190134.219445 + Penalty 2473.848780 = -187660.370665
  nChanged 62
		SP:Iteration 6Q (2846.900000 sec): 3 clusters
  Score: Raw -190210.734745 + Penalty 2473.848780 = -187736.885965
  nChanged 63
		SP:Iteration 7Q (2846.910000 sec): 3 clusters
  Score: Raw -190273.105429 + Penalty 2473.848780 = -187799.256649
  nChanged 57
		SP:Iteration 8Q (2846.910000 sec): 3 clusters
  Score: Raw -190322.590398 + Penalty 2473.848780 = -187848.741618
  nChanged 41
		SP:Iteration 9Q (2846.920000 sec): 3 clusters
  Score: Raw -190349.042766 + Penalty 2473.848780 = -187875.193986
  nChanged 27
		SP:Iteration 10Q (2846.920000 sec): 3 clusters
  Score: Raw -190364.162830 + Penalty 2473.848780 = -187890.314050
  nChanged 21
		SP:Iteration 11Q (2846.930000 sec): 3 clusters
  Score: Raw -190381.019971 + Penalty 2473.848780 = -187907.171191
  nChanged 27
		SP:Iteration 12Q (2846.930000 sec): 3 clusters
  Score: Raw -190401.087792 + Penalty 2473.848780 = -187927.239012
  nChanged 31
		SP:Iteration 13Q (2846.940000 sec): 3 clusters
  Score: Raw -190427.168001 + Penalty 2473.848780 = -187953.319221
  nChanged 34
		SP:Iteration 14Q (2846.940000 sec): 3 clusters
  Score: Raw -190453.483411 + Penalty 2473.848780 = -187979.634631
  nChanged 26
		SP:Iteration 15Q (2846.950000 sec): 3 clusters
  Score: Raw -190468.778855 + Penalty 2473.848780 = -187994.930075
  nChanged 17
		SP:Iteration 16Q (2846.950000 sec): 3 clusters
  Score: Raw -190476.298503 + Penalty 2473.848780 = -188002.449723
  nChanged 14
		SP:Iteration 17Q (2846.960000 sec): 3 clusters
  Score: Raw -190486.260600 + Penalty 2473.848780 = -188012.411820
  nChanged 17
		SP:Iteration 18Q (2846.960000 sec): 3 clusters
  Score: Raw -190495.571082 + Penalty 2473.848780 = -188021.722302
  nChanged 9
		SP:Iteration 19Q (2846.970000 sec): 3 clusters
  Score: Raw -190500.855093 + Penalty 2473.848780 = -188027.006313
  nChanged 18
		SP:Iteration 20F (2846.970000 sec): 3 clusters
  Score: Raw -190513.305023 + Penalty 2473.848780 = -188039.456243
  nChanged 22
		SP:Iteration 21Q (2846.980000 sec): 3 clusters
  Score: Raw -190533.128615 + Penalty 2473.848780 = -188059.279835
  nChanged 20
		SP:Iteration 22Q (2846.980000 sec): 3 clusters
  Score: Raw -190547.638848 + Penalty 2473.848780 = -188073.790068
  nChanged 13
		SP:Iteration 23Q (2846.990000 sec): 3 clusters
  Score: Raw -190556.414031 + Penalty 2473.848780 = -188082.565252
  nChanged 17
		SP:Iteration 24Q (2846.990000 sec): 3 clusters
  Score: Raw -190568.610167 + Penalty 2473.848780 = -188094.761387
  nChanged 17
		SP:Iteration 25Q (2846.990000 sec): 3 clusters
  Score: Raw -190579.601231 + Penalty 2473.848780 = -188105.752451
  nChanged 16
		SP:Iteration 26Q (2847.000000 sec): 3 clusters
  Score: Raw -190588.407398 + Penalty 2473.848780 = -188114.558618
  nChanged 17
		SP:Iteration 27Q (2847.010000 sec): 3 clusters
  Score: Raw -190598.357922 + Penalty 2473.848780 = -188124.509143
  nChanged 10
		SP:Iteration 28Q (2847.010000 sec): 3 clusters
  Score: Raw -190603.632927 + Penalty 2473.848780 = -188129.784147
  nChanged 10
		SP:Iteration 29Q (2847.010000 sec): 3 clusters
  Score: Raw -190608.351596 + Penalty 2473.848780 = -188134.502816
  nChanged 12
		SP:Iteration 30Q (2847.020000 sec): 3 clusters
  Score: Raw -190615.082094 + Penalty 2473.848780 = -188141.233314
  nChanged 7
		SP:Iteration 31Q (2847.020000 sec): 3 clusters
  Score: Raw -190618.537048 + Penalty 2473.848780 = -188144.688268
  nChanged 4
		SP:Iteration 32Q (2847.030000 sec): 3 clusters
  Score: Raw -190621.177149 + Penalty 2473.848780 = -188147.328369
  nChanged 3
		SP:Iteration 33Q (2847.030000 sec): 3 clusters
  Score: Raw -190622.807490 + Penalty 2473.848780 = -188148.958710
  nChanged 2
		SP:Iteration 34Q (2847.040000 sec): 3 clusters
  Score: Raw -190623.614893 + Penalty 2473.848780 = -188149.766113
  nChanged 3
		SP:Iteration 35Q (2847.040000 sec): 3 clusters
  Score: Raw -190624.440383 + Penalty 2473.848780 = -188150.591604
  nChanged 3
		SP:Iteration 36Q (2847.050000 sec): 3 clusters
  Score: Raw -190625.517230 + Penalty 2473.848780 = -188151.668450
  nChanged 3
		SP:Iteration 37Q (2847.050000 sec): 3 clusters
  Score: Raw -190626.373940 + Penalty 2473.848780 = -188152.525160
  nChanged 1
		SP:Iteration 38Q (2847.050000 sec): 3 clusters
  Score: Raw -190626.523401 + Penalty 2473.848780 = -188152.674621
  nChanged 2
		SP:Iteration 39Q (2847.060000 sec): 3 clusters
  Score: Raw -190627.163768 + Penalty 2473.848780 = -188153.314988
  nChanged 2
		SP:Iteration 40F (2847.070000 sec): 3 clusters
  Score: Raw -190627.787235 + Penalty 2473.848780 = -188153.938456
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 79 (2186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.070000 sec): 2 clusters
  Score: Raw -210133.759034 + Penalty 1249.597159 = -208884.161875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.080000 sec): 3 clusters
  Score: Raw -209150.881950 + Penalty 2499.194317 = -206651.687633
  nChanged 780
		SP:Iteration 1F (2847.090000 sec): 3 clusters
  Score: Raw -209659.993630 + Penalty 2499.194317 = -207160.799313
  nChanged 189
		SP:Iteration 2F (2847.090000 sec): 3 clusters
  Score: Raw -209812.588117 + Penalty 2499.194317 = -207313.393800
  nChanged 113
		SP:Iteration 3F (2847.090000 sec): 3 clusters
  Score: Raw -209892.997417 + Penalty 2499.194317 = -207393.803099
  nChanged 72
		SP:Iteration 4Q (2847.100000 sec): 3 clusters
  Score: Raw -209949.187875 + Penalty 2499.194317 = -207449.993558
  nChanged 56
		SP:Iteration 5Q (2847.110000 sec): 3 clusters
  Score: Raw -209988.968469 + Penalty 2499.194317 = -207489.774152
  nChanged 56
		SP:Iteration 6Q (2847.110000 sec): 3 clusters
  Score: Raw -210033.814789 + Penalty 2499.194317 = -207534.620471
  nChanged 57
		SP:Iteration 7Q (2847.120000 sec): 3 clusters
  Score: Raw -210075.628249 + Penalty 2499.194317 = -207576.433932
  nChanged 48
		SP:Iteration 8Q (2847.120000 sec): 3 clusters
  Score: Raw -210110.054345 + Penalty 2499.194317 = -207610.860028
  nChanged 34
		SP:Iteration 9Q (2847.130000 sec): 3 clusters
  Score: Raw -210135.199865 + Penalty 2499.194317 = -207636.005548
  nChanged 32
		SP:Iteration 10Q (2847.130000 sec): 3 clusters
  Score: Raw -210155.656585 + Penalty 2499.194317 = -207656.462268
  nChanged 28
		SP:Iteration 11Q (2847.140000 sec): 3 clusters
  Score: Raw -210173.217085 + Penalty 2499.194317 = -207674.022768
  nChanged 28
		SP:Iteration 12Q (2847.140000 sec): 3 clusters
  Score: Raw -210197.678737 + Penalty 2499.194317 = -207698.484420
  nChanged 32
		SP:Iteration 13Q (2847.150000 sec): 3 clusters
  Score: Raw -210218.322004 + Penalty 2499.194317 = -207719.127687
  nChanged 19
		SP:Iteration 14Q (2847.150000 sec): 3 clusters
  Score: Raw -210228.091967 + Penalty 2499.194317 = -207728.897650
  nChanged 17
		SP:Iteration 15Q (2847.160000 sec): 3 clusters
  Score: Raw -210238.258378 + Penalty 2499.194317 = -207739.064061
  nChanged 17
		SP:Iteration 16Q (2847.170000 sec): 3 clusters
  Score: Raw -210248.785725 + Penalty 2499.194317 = -207749.591408
  nChanged 17
		SP:Iteration 17Q (2847.170000 sec): 3 clusters
  Score: Raw -210259.936950 + Penalty 2499.194317 = -207760.742633
  nChanged 15
		SP:Iteration 18Q (2847.170000 sec): 3 clusters
  Score: Raw -210269.863660 + Penalty 2499.194317 = -207770.669343
  nChanged 18
		SP:Iteration 19Q (2847.180000 sec): 3 clusters
  Score: Raw -210283.662771 + Penalty 2499.194317 = -207784.468454
  nChanged 19
		SP:Iteration 20F (2847.190000 sec): 3 clusters
  Score: Raw -210296.217416 + Penalty 2499.194317 = -207797.023098
  nChanged 15
		SP:Iteration 21Q (2847.190000 sec): 3 clusters
  Score: Raw -210302.541356 + Penalty 2499.194317 = -207803.347038
  nChanged 7
		SP:Iteration 22Q (2847.190000 sec): 3 clusters
  Score: Raw -210309.021764 + Penalty 2499.194317 = -207809.827447
  nChanged 10
		SP:Iteration 23Q (2847.200000 sec): 3 clusters
  Score: Raw -210313.854405 + Penalty 2499.194317 = -207814.660088
  nChanged 12
		SP:Iteration 24Q (2847.210000 sec): 3 clusters
  Score: Raw -210325.044288 + Penalty 2499.194317 = -207825.849970
  nChanged 9
		SP:Iteration 25Q (2847.210000 sec): 3 clusters
  Score: Raw -210334.982368 + Penalty 2499.194317 = -207835.788050
  nChanged 11
		SP:Iteration 26Q (2847.220000 sec): 3 clusters
  Score: Raw -210343.561783 + Penalty 2499.194317 = -207844.367466
  nChanged 6
		SP:Iteration 27Q (2847.220000 sec): 3 clusters
  Score: Raw -210347.743410 + Penalty 2499.194317 = -207848.549092
  nChanged 3
		SP:Iteration 28Q (2847.230000 sec): 3 clusters
  Score: Raw -210348.832481 + Penalty 2499.194317 = -207849.638164
  nChanged 3
		SP:Iteration 29Q (2847.230000 sec): 3 clusters
  Score: Raw -210351.250324 + Penalty 2499.194317 = -207852.056007
  nChanged 3
		SP:Iteration 30Q (2847.240000 sec): 3 clusters
  Score: Raw -210353.864763 + Penalty 2499.194317 = -207854.670446
  nChanged 4
		SP:Iteration 31Q (2847.240000 sec): 3 clusters
  Score: Raw -210354.758128 + Penalty 2499.194317 = -207855.563810
  nChanged 0
		SP:Iteration 32F (2847.250000 sec): 3 clusters
  Score: Raw -210354.758128 + Penalty 2499.194317 = -207855.563810
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 80 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.260000 sec): 2 clusters
  Score: Raw -267220.246710 + Penalty 1290.922342 = -265929.324367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.270000 sec): 3 clusters
  Score: Raw -265936.356885 + Penalty 2581.844685 = -263354.512200
  nChanged 1017
		SP:Iteration 1F (2847.270000 sec): 3 clusters
  Score: Raw -266529.305845 + Penalty 2581.844685 = -263947.461161
  nChanged 232
		SP:Iteration 2F (2847.280000 sec): 3 clusters
  Score: Raw -266671.906264 + Penalty 2581.844685 = -264090.061580
  nChanged 134
		SP:Iteration 3Q (2847.290000 sec): 3 clusters
  Score: Raw -266763.963161 + Penalty 2581.844685 = -264182.118476
  nChanged 105
		SP:Iteration 4Q (2847.290000 sec): 3 clusters
  Score: Raw -266839.276306 + Penalty 2581.844685 = -264257.431622
  nChanged 104
		SP:Iteration 5Q (2847.300000 sec): 3 clusters
  Score: Raw -266917.350056 + Penalty 2581.844685 = -264335.505371
  nChanged 111
		SP:Iteration 6Q (2847.310000 sec): 3 clusters
  Score: Raw -266980.088479 + Penalty 2581.844685 = -264398.243794
  nChanged 72
		SP:Iteration 7Q (2847.310000 sec): 3 clusters
  Score: Raw -267025.195468 + Penalty 2581.844685 = -264443.350783
  nChanged 68
		SP:Iteration 8Q (2847.320000 sec): 3 clusters
  Score: Raw -267063.588623 + Penalty 2581.844685 = -264481.743939
  nChanged 42
		SP:Iteration 9Q (2847.330000 sec): 3 clusters
  Score: Raw -267081.431814 + Penalty 2581.844685 = -264499.587130
  nChanged 34
		SP:Iteration 10Q (2847.330000 sec): 3 clusters
  Score: Raw -267097.195440 + Penalty 2581.844685 = -264515.350756
  nChanged 30
		SP:Iteration 11Q (2847.340000 sec): 3 clusters
  Score: Raw -267107.539187 + Penalty 2581.844685 = -264525.694503
  nChanged 24
		SP:Iteration 12Q (2847.350000 sec): 3 clusters
  Score: Raw -267115.951672 + Penalty 2581.844685 = -264534.106987
  nChanged 25
		SP:Iteration 13Q (2847.350000 sec): 3 clusters
  Score: Raw -267126.991251 + Penalty 2581.844685 = -264545.146567
  nChanged 19
		SP:Iteration 14Q (2847.360000 sec): 3 clusters
  Score: Raw -267136.313143 + Penalty 2581.844685 = -264554.468458
  nChanged 20
		SP:Iteration 15Q (2847.370000 sec): 3 clusters
  Score: Raw -267143.708785 + Penalty 2581.844685 = -264561.864101
  nChanged 15
		SP:Iteration 16Q (2847.380000 sec): 3 clusters
  Score: Raw -267150.317097 + Penalty 2581.844685 = -264568.472412
  nChanged 15
		SP:Iteration 17Q (2847.380000 sec): 3 clusters
  Score: Raw -267154.280089 + Penalty 2581.844685 = -264572.435404
  nChanged 12
		SP:Iteration 18Q (2847.390000 sec): 3 clusters
  Score: Raw -267159.482919 + Penalty 2581.844685 = -264577.638235
  nChanged 12
		SP:Iteration 19Q (2847.400000 sec): 3 clusters
  Score: Raw -267163.309407 + Penalty 2581.844685 = -264581.464723
  nChanged 11
		SP:Iteration 20F (2847.410000 sec): 3 clusters
  Score: Raw -267167.252318 + Penalty 2581.844685 = -264585.407633
  nChanged 13
		SP:Iteration 21Q (2847.410000 sec): 3 clusters
  Score: Raw -267173.626066 + Penalty 2581.844685 = -264591.781381
  nChanged 10
		SP:Iteration 22Q (2847.420000 sec): 3 clusters
  Score: Raw -267177.429609 + Penalty 2581.844685 = -264595.584924
  nChanged 8
		SP:Iteration 23Q (2847.430000 sec): 3 clusters
  Score: Raw -267180.227057 + Penalty 2581.844685 = -264598.382373
  nChanged 6
		SP:Iteration 24Q (2847.430000 sec): 3 clusters
  Score: Raw -267182.114718 + Penalty 2581.844685 = -264600.270034
  nChanged 4
		SP:Iteration 25Q (2847.440000 sec): 3 clusters
  Score: Raw -267183.990263 + Penalty 2581.844685 = -264602.145578
  nChanged 7
		SP:Iteration 26Q (2847.450000 sec): 3 clusters
  Score: Raw -267185.992055 + Penalty 2581.844685 = -264604.147370
  nChanged 1
		SP:Iteration 27Q (2847.450000 sec): 3 clusters
  Score: Raw -267186.211788 + Penalty 2581.844685 = -264604.367103
  nChanged 2
		SP:Iteration 28Q (2847.460000 sec): 3 clusters
  Score: Raw -267186.636119 + Penalty 2581.844685 = -264604.791434
  nChanged 1
		SP:Iteration 29Q (2847.470000 sec): 3 clusters
  Score: Raw -267187.057561 + Penalty 2581.844685 = -264605.212877
  nChanged 0
		SP:Iteration 30F (2847.470000 sec): 3 clusters
  Score: Raw -267187.057561 + Penalty 2581.844685 = -264605.212877
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 81 (1598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.480000 sec): 2 clusters
  Score: Raw -143479.361184 + Penalty 1198.682571 = -142280.678614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.490000 sec): 3 clusters
  Score: Raw -142871.275723 + Penalty 2397.365141 = -140473.910582
  nChanged 537
		SP:Iteration 1F (2847.490000 sec): 3 clusters
  Score: Raw -143310.882591 + Penalty 2397.365141 = -140913.517450
  nChanged 136
		SP:Iteration 2F (2847.490000 sec): 3 clusters
  Score: Raw -143450.927679 + Penalty 2397.365141 = -141053.562538
  nChanged 85
		SP:Iteration 3F (2847.500000 sec): 3 clusters
  Score: Raw -143554.892201 + Penalty 2397.365141 = -141157.527059
  nChanged 73
		SP:Iteration 4Q (2847.500000 sec): 3 clusters
  Score: Raw -143632.322505 + Penalty 2397.365141 = -141234.957364
  nChanged 51
		SP:Iteration 5Q (2847.510000 sec): 3 clusters
  Score: Raw -143682.659271 + Penalty 2397.365141 = -141285.294130
  nChanged 46
		SP:Iteration 6Q (2847.510000 sec): 3 clusters
  Score: Raw -143725.236297 + Penalty 2397.365141 = -141327.871156
  nChanged 34
		SP:Iteration 7Q (2847.510000 sec): 3 clusters
  Score: Raw -143756.133753 + Penalty 2397.365141 = -141358.768612
  nChanged 30
		SP:Iteration 8Q (2847.520000 sec): 3 clusters
  Score: Raw -143779.875133 + Penalty 2397.365141 = -141382.509992
  nChanged 38
		SP:Iteration 9Q (2847.520000 sec): 3 clusters
  Score: Raw -143809.985558 + Penalty 2397.365141 = -141412.620417
  nChanged 23
		SP:Iteration 10Q (2847.530000 sec): 3 clusters
  Score: Raw -143825.017990 + Penalty 2397.365141 = -141427.652849
  nChanged 16
		SP:Iteration 11Q (2847.530000 sec): 3 clusters
  Score: Raw -143836.465787 + Penalty 2397.365141 = -141439.100646
  nChanged 16
		SP:Iteration 12Q (2847.530000 sec): 3 clusters
  Score: Raw -143847.973519 + Penalty 2397.365141 = -141450.608378
  nChanged 11
		SP:Iteration 13Q (2847.530000 sec): 3 clusters
  Score: Raw -143855.459165 + Penalty 2397.365141 = -141458.094024
  nChanged 9
		SP:Iteration 14Q (2847.540000 sec): 3 clusters
  Score: Raw -143861.115272 + Penalty 2397.365141 = -141463.750131
  nChanged 11
		SP:Iteration 15Q (2847.540000 sec): 3 clusters
  Score: Raw -143870.517225 + Penalty 2397.365141 = -141473.152084
  nChanged 7
		SP:Iteration 16Q (2847.550000 sec): 3 clusters
  Score: Raw -143875.088413 + Penalty 2397.365141 = -141477.723272
  nChanged 8
		SP:Iteration 17Q (2847.550000 sec): 3 clusters
  Score: Raw -143880.046660 + Penalty 2397.365141 = -141482.681519
  nChanged 7
		SP:Iteration 18Q (2847.550000 sec): 3 clusters
  Score: Raw -143888.169869 + Penalty 2397.365141 = -141490.804728
  nChanged 7
		SP:Iteration 19Q (2847.560000 sec): 3 clusters
  Score: Raw -143895.431979 + Penalty 2397.365141 = -141498.066837
  nChanged 7
		SP:Iteration 20F (2847.560000 sec): 3 clusters
  Score: Raw -143899.647847 + Penalty 2397.365141 = -141502.282706
  nChanged 9
		SP:Iteration 21Q (2847.560000 sec): 3 clusters
  Score: Raw -143904.225336 + Penalty 2397.365141 = -141506.860195
  nChanged 4
		SP:Iteration 22Q (2847.570000 sec): 3 clusters
  Score: Raw -143906.047299 + Penalty 2397.365141 = -141508.682158
  nChanged 2
		SP:Iteration 23Q (2847.570000 sec): 3 clusters
  Score: Raw -143907.126115 + Penalty 2397.365141 = -141509.760974
  nChanged 3
		SP:Iteration 24Q (2847.570000 sec): 3 clusters
  Score: Raw -143908.690001 + Penalty 2397.365141 = -141511.324860
  nChanged 0
		SP:Iteration 25F (2847.580000 sec): 3 clusters
  Score: Raw -143908.690001 + Penalty 2397.365141 = -141511.324860
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 82 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.580000 sec): 2 clusters
  Score: Raw -42654.981407 + Penalty 997.029295 = -41657.952113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.580000 sec): 3 clusters
  Score: Raw -42610.691745 + Penalty 1994.058590 = -40616.633155
  nChanged 99
		SP:Iteration 1F (2847.580000 sec): 3 clusters
  Score: Raw -42745.173999 + Penalty 1994.058590 = -40751.115409
  nChanged 28
		SP:Iteration 2F (2847.590000 sec): 3 clusters
  Score: Raw -42830.627105 + Penalty 1994.058590 = -40836.568515
  nChanged 32
		SP:Iteration 3F (2847.590000 sec): 3 clusters
  Score: Raw -42928.311844 + Penalty 1994.058590 = -40934.253255
  nChanged 27
		SP:Iteration 4F (2847.590000 sec): 3 clusters
  Score: Raw -43029.146269 + Penalty 1994.058590 = -41035.087679
  nChanged 31
		SP:Iteration 5F (2847.590000 sec): 3 clusters
  Score: Raw -43149.739131 + Penalty 1994.058590 = -41155.680542
  nChanged 34
		SP:Iteration 6F (2847.590000 sec): 3 clusters
  Score: Raw -43314.126773 + Penalty 1994.058590 = -41320.068184
  nChanged 30
		SP:Iteration 7F (2847.590000 sec): 3 clusters
  Score: Raw -43481.162930 + Penalty 1994.058590 = -41487.104341
  nChanged 12
		SP:Iteration 8Q (2847.590000 sec): 3 clusters
  Score: Raw -43542.816118 + Penalty 1994.058590 = -41548.757528
  nChanged 15
		SP:Iteration 9Q (2847.590000 sec): 3 clusters
  Score: Raw -43578.459514 + Penalty 1994.058590 = -41584.400924
  nChanged 2
		SP:Iteration 10Q (2847.590000 sec): 3 clusters
  Score: Raw -43583.280898 + Penalty 1994.058590 = -41589.222309
  nChanged 2
		SP:Iteration 11Q (2847.590000 sec): 3 clusters
  Score: Raw -43587.046596 + Penalty 1994.058590 = -41592.988006
  nChanged 1
		SP:Iteration 12Q (2847.600000 sec): 3 clusters
  Score: Raw -43589.329352 + Penalty 1994.058590 = -41595.270762
  nChanged 1
		SP:Iteration 13Q (2847.600000 sec): 3 clusters
  Score: Raw -43592.647622 + Penalty 1994.058590 = -41598.589033
  nChanged 1
		SP:Iteration 14Q (2847.600000 sec): 3 clusters
  Score: Raw -43594.506367 + Penalty 1994.058590 = -41600.447777
  nChanged 1
		SP:Iteration 15Q (2847.600000 sec): 3 clusters
  Score: Raw -43596.268901 + Penalty 1994.058590 = -41602.210311
  nChanged 0
		SP:Iteration 16F (2847.600000 sec): 3 clusters
  Score: Raw -43596.268901 + Penalty 1994.058590 = -41602.210311
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 83 (1594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.610000 sec): 2 clusters
  Score: Raw -150454.044563 + Penalty 1198.275302 = -149255.769260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.610000 sec): 3 clusters
  Score: Raw -149838.847155 + Penalty 2396.550604 = -147442.296551
  nChanged 549
		SP:Iteration 1F (2847.610000 sec): 3 clusters
  Score: Raw -150239.933268 + Penalty 2396.550604 = -147843.382663
  nChanged 124
		SP:Iteration 2F (2847.620000 sec): 3 clusters
  Score: Raw -150362.418105 + Penalty 2396.550604 = -147965.867501
  nChanged 93
		SP:Iteration 3F (2847.620000 sec): 3 clusters
  Score: Raw -150512.354573 + Penalty 2396.550604 = -148115.803968
  nChanged 102
		SP:Iteration 4F (2847.630000 sec): 3 clusters
  Score: Raw -150687.223108 + Penalty 2396.550604 = -148290.672504
  nChanged 93
		SP:Iteration 5F (2847.630000 sec): 3 clusters
  Score: Raw -150802.634520 + Penalty 2396.550604 = -148406.083916
  nChanged 64
		SP:Iteration 6Q (2847.630000 sec): 3 clusters
  Score: Raw -150873.842202 + Penalty 2396.550604 = -148477.291598
  nChanged 57
		SP:Iteration 7Q (2847.640000 sec): 3 clusters
  Score: Raw -150931.422230 + Penalty 2396.550604 = -148534.871626
  nChanged 40
		SP:Iteration 8Q (2847.640000 sec): 3 clusters
  Score: Raw -150964.704040 + Penalty 2396.550604 = -148568.153436
  nChanged 17
		SP:Iteration 9Q (2847.650000 sec): 3 clusters
  Score: Raw -150977.075723 + Penalty 2396.550604 = -148580.525119
  nChanged 12
		SP:Iteration 10Q (2847.650000 sec): 3 clusters
  Score: Raw -150990.888991 + Penalty 2396.550604 = -148594.338386
  nChanged 14
		SP:Iteration 11Q (2847.650000 sec): 3 clusters
  Score: Raw -151005.421019 + Penalty 2396.550604 = -148608.870415
  nChanged 16
		SP:Iteration 12Q (2847.660000 sec): 3 clusters
  Score: Raw -151020.317015 + Penalty 2396.550604 = -148623.766411
  nChanged 12
		SP:Iteration 13Q (2847.660000 sec): 3 clusters
  Score: Raw -151028.019582 + Penalty 2396.550604 = -148631.468978
  nChanged 12
		SP:Iteration 14Q (2847.670000 sec): 3 clusters
  Score: Raw -151038.739940 + Penalty 2396.550604 = -148642.189335
  nChanged 10
		SP:Iteration 15Q (2847.670000 sec): 3 clusters
  Score: Raw -151046.535423 + Penalty 2396.550604 = -148649.984819
  nChanged 8
		SP:Iteration 16Q (2847.670000 sec): 3 clusters
  Score: Raw -151052.506891 + Penalty 2396.550604 = -148655.956286
  nChanged 7
		SP:Iteration 17Q (2847.670000 sec): 3 clusters
  Score: Raw -151056.613533 + Penalty 2396.550604 = -148660.062929
  nChanged 9
		SP:Iteration 18Q (2847.680000 sec): 3 clusters
  Score: Raw -151062.617236 + Penalty 2396.550604 = -148666.066632
  nChanged 6
		SP:Iteration 19Q (2847.680000 sec): 3 clusters
  Score: Raw -151066.463934 + Penalty 2396.550604 = -148669.913330
  nChanged 6
		SP:Iteration 20F (2847.690000 sec): 3 clusters
  Score: Raw -151070.600002 + Penalty 2396.550604 = -148674.049398
  nChanged 6
		SP:Iteration 21Q (2847.690000 sec): 3 clusters
  Score: Raw -151073.901768 + Penalty 2396.550604 = -148677.351163
  nChanged 4
		SP:Iteration 22Q (2847.690000 sec): 3 clusters
  Score: Raw -151075.552493 + Penalty 2396.550604 = -148679.001889
  nChanged 1
		SP:Iteration 23Q (2847.700000 sec): 3 clusters
  Score: Raw -151075.908584 + Penalty 2396.550604 = -148679.357980
  nChanged 1
		SP:Iteration 24Q (2847.700000 sec): 3 clusters
  Score: Raw -151076.576663 + Penalty 2396.550604 = -148680.026059
  nChanged 1
		SP:Iteration 25Q (2847.710000 sec): 3 clusters
  Score: Raw -151077.069137 + Penalty 2396.550604 = -148680.518532
  nChanged 1
		SP:Iteration 26Q (2847.710000 sec): 3 clusters
  Score: Raw -151078.209429 + Penalty 2396.550604 = -148681.658825
  nChanged 0
		SP:Iteration 27F (2847.710000 sec): 3 clusters
  Score: Raw -151078.209429 + Penalty 2396.550604 = -148681.658825
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 84 (2131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.720000 sec): 2 clusters
  Score: Raw -193973.453476 + Penalty 1245.456328 = -192727.997148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.730000 sec): 3 clusters
  Score: Raw -193081.181958 + Penalty 2490.912655 = -190590.269303
  nChanged 763
		SP:Iteration 1F (2847.730000 sec): 3 clusters
  Score: Raw -193603.214271 + Penalty 2490.912655 = -191112.301616
  nChanged 187
		SP:Iteration 2F (2847.740000 sec): 3 clusters
  Score: Raw -193766.651384 + Penalty 2490.912655 = -191275.738729
  nChanged 109
		SP:Iteration 3F (2847.740000 sec): 3 clusters
  Score: Raw -193866.712461 + Penalty 2490.912655 = -191375.799805
  nChanged 95
		SP:Iteration 4Q (2847.750000 sec): 3 clusters
  Score: Raw -193945.260543 + Penalty 2490.912655 = -191454.347888
  nChanged 85
		SP:Iteration 5Q (2847.750000 sec): 3 clusters
  Score: Raw -194005.241030 + Penalty 2490.912655 = -191514.328375
  nChanged 62
		SP:Iteration 6Q (2847.760000 sec): 3 clusters
  Score: Raw -194052.274020 + Penalty 2490.912655 = -191561.361365
  nChanged 56
		SP:Iteration 7Q (2847.760000 sec): 3 clusters
  Score: Raw -194093.997900 + Penalty 2490.912655 = -191603.085245
  nChanged 52
		SP:Iteration 8Q (2847.770000 sec): 3 clusters
  Score: Raw -194132.330145 + Penalty 2490.912655 = -191641.417489
  nChanged 47
		SP:Iteration 9Q (2847.770000 sec): 3 clusters
  Score: Raw -194167.646039 + Penalty 2490.912655 = -191676.733384
  nChanged 43
		SP:Iteration 10Q (2847.780000 sec): 3 clusters
  Score: Raw -194207.117724 + Penalty 2490.912655 = -191716.205068
  nChanged 48
		SP:Iteration 11Q (2847.790000 sec): 3 clusters
  Score: Raw -194246.059595 + Penalty 2490.912655 = -191755.146940
  nChanged 45
		SP:Iteration 12Q (2847.790000 sec): 3 clusters
  Score: Raw -194279.553580 + Penalty 2490.912655 = -191788.640924
  nChanged 29
		SP:Iteration 13Q (2847.790000 sec): 3 clusters
  Score: Raw -194301.834417 + Penalty 2490.912655 = -191810.921761
  nChanged 36
		SP:Iteration 14Q (2847.800000 sec): 3 clusters
  Score: Raw -194328.352754 + Penalty 2490.912655 = -191837.440099
  nChanged 23
		SP:Iteration 15Q (2847.810000 sec): 3 clusters
  Score: Raw -194341.916859 + Penalty 2490.912655 = -191851.004204
  nChanged 25
		SP:Iteration 16Q (2847.810000 sec): 3 clusters
  Score: Raw -194357.365647 + Penalty 2490.912655 = -191866.452992
  nChanged 21
		SP:Iteration 17Q (2847.810000 sec): 3 clusters
  Score: Raw -194374.953491 + Penalty 2490.912655 = -191884.040835
  nChanged 14
		SP:Iteration 18Q (2847.820000 sec): 3 clusters
  Score: Raw -194385.349477 + Penalty 2490.912655 = -191894.436822
  nChanged 20
		SP:Iteration 19Q (2847.830000 sec): 3 clusters
  Score: Raw -194397.987863 + Penalty 2490.912655 = -191907.075208
  nChanged 20
		SP:Iteration 20F (2847.830000 sec): 3 clusters
  Score: Raw -194412.184135 + Penalty 2490.912655 = -191921.271480
  nChanged 13
		SP:Iteration 21Q (2847.830000 sec): 3 clusters
  Score: Raw -194421.126212 + Penalty 2490.912655 = -191930.213557
  nChanged 12
		SP:Iteration 22Q (2847.840000 sec): 3 clusters
  Score: Raw -194430.664451 + Penalty 2490.912655 = -191939.751796
  nChanged 17
		SP:Iteration 23Q (2847.850000 sec): 3 clusters
  Score: Raw -194443.980745 + Penalty 2490.912655 = -191953.068089
  nChanged 21
		SP:Iteration 24Q (2847.850000 sec): 3 clusters
  Score: Raw -194456.399759 + Penalty 2490.912655 = -191965.487103
  nChanged 13
		SP:Iteration 25Q (2847.850000 sec): 3 clusters
  Score: Raw -194462.966719 + Penalty 2490.912655 = -191972.054064
  nChanged 9
		SP:Iteration 26Q (2847.860000 sec): 3 clusters
  Score: Raw -194467.383840 + Penalty 2490.912655 = -191976.471184
  nChanged 9
		SP:Iteration 27Q (2847.870000 sec): 3 clusters
  Score: Raw -194471.845927 + Penalty 2490.912655 = -191980.933271
  nChanged 8
		SP:Iteration 28Q (2847.870000 sec): 3 clusters
  Score: Raw -194475.063092 + Penalty 2490.912655 = -191984.150436
  nChanged 9
		SP:Iteration 29Q (2847.870000 sec): 3 clusters
  Score: Raw -194478.490870 + Penalty 2490.912655 = -191987.578214
  nChanged 5
		SP:Iteration 30Q (2847.880000 sec): 3 clusters
  Score: Raw -194480.674929 + Penalty 2490.912655 = -191989.762273
  nChanged 3
		SP:Iteration 31Q (2847.890000 sec): 3 clusters
  Score: Raw -194482.028279 + Penalty 2490.912655 = -191991.115624
  nChanged 1
		SP:Iteration 32Q (2847.890000 sec): 3 clusters
  Score: Raw -194482.413277 + Penalty 2490.912655 = -191991.500622
  nChanged 0
		SP:Iteration 33F (2847.890000 sec): 3 clusters
  Score: Raw -194482.413277 + Penalty 2490.912655 = -191991.500622
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 85 (1247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.900000 sec): 2 clusters
  Score: Raw -118102.295558 + Penalty 1158.380591 = -116943.914967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.910000 sec): 3 clusters
  Score: Raw -117662.401304 + Penalty 2316.761182 = -115345.640121
  nChanged 361
		SP:Iteration 1F (2847.910000 sec): 3 clusters
  Score: Raw -117961.809363 + Penalty 2316.761182 = -115645.048181
  nChanged 98
		SP:Iteration 2F (2847.910000 sec): 3 clusters
  Score: Raw -118049.163681 + Penalty 2316.761182 = -115732.402498
  nChanged 62
		SP:Iteration 3Q (2847.910000 sec): 3 clusters
  Score: Raw -118101.113868 + Penalty 2316.761182 = -115784.352686
  nChanged 34
		SP:Iteration 4Q (2847.920000 sec): 3 clusters
  Score: Raw -118126.107974 + Penalty 2316.761182 = -115809.346792
  nChanged 24
		SP:Iteration 5Q (2847.920000 sec): 3 clusters
  Score: Raw -118142.708681 + Penalty 2316.761182 = -115825.947499
  nChanged 15
		SP:Iteration 6Q (2847.930000 sec): 3 clusters
  Score: Raw -118150.592871 + Penalty 2316.761182 = -115833.831689
  nChanged 7
		SP:Iteration 7Q (2847.930000 sec): 3 clusters
  Score: Raw -118155.937211 + Penalty 2316.761182 = -115839.176028
  nChanged 7
		SP:Iteration 8Q (2847.930000 sec): 3 clusters
  Score: Raw -118161.005777 + Penalty 2316.761182 = -115844.244594
  nChanged 6
		SP:Iteration 9Q (2847.930000 sec): 3 clusters
  Score: Raw -118163.700600 + Penalty 2316.761182 = -115846.939418
  nChanged 3
		SP:Iteration 10Q (2847.940000 sec): 3 clusters
  Score: Raw -118165.162777 + Penalty 2316.761182 = -115848.401595
  nChanged 4
		SP:Iteration 11Q (2847.940000 sec): 3 clusters
  Score: Raw -118172.441478 + Penalty 2316.761182 = -115855.680295
  nChanged 3
		SP:Iteration 12Q (2847.940000 sec): 3 clusters
  Score: Raw -118174.024501 + Penalty 2316.761182 = -115857.263319
  nChanged 1
		SP:Iteration 13Q (2847.950000 sec): 3 clusters
  Score: Raw -118174.596690 + Penalty 2316.761182 = -115857.835508
  nChanged 2
		SP:Iteration 14Q (2847.950000 sec): 3 clusters
  Score: Raw -118175.752856 + Penalty 2316.761182 = -115858.991674
  nChanged 3
		SP:Iteration 15Q (2847.950000 sec): 3 clusters
  Score: Raw -118177.355882 + Penalty 2316.761182 = -115860.594700
  nChanged 3
		SP:Iteration 16Q (2847.950000 sec): 3 clusters
  Score: Raw -118180.028513 + Penalty 2316.761182 = -115863.267330
  nChanged 4
		SP:Iteration 17Q (2847.960000 sec): 3 clusters
  Score: Raw -118181.871233 + Penalty 2316.761182 = -115865.110050
  nChanged 1
		SP:Iteration 18Q (2847.960000 sec): 3 clusters
  Score: Raw -118182.069396 + Penalty 2316.761182 = -115865.308213
  nChanged 1
		SP:Iteration 19Q (2847.970000 sec): 3 clusters
  Score: Raw -118183.260751 + Penalty 2316.761182 = -115866.499569
  nChanged 1
		SP:Iteration 20F (2847.970000 sec): 3 clusters
  Score: Raw -118184.685954 + Penalty 2316.761182 = -115867.924772
  nChanged 3
		SP:Iteration 21Q (2847.970000 sec): 3 clusters
  Score: Raw -118185.903627 + Penalty 2316.761182 = -115869.142444
  nChanged 0
		SP:Iteration 22F (2847.970000 sec): 3 clusters
  Score: Raw -118185.903627 + Penalty 2316.761182 = -115869.142444
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 86 (2516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2847.990000 sec): 2 clusters
  Score: Raw -247074.213212 + Penalty 1272.444163 = -245801.769049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2847.990000 sec): 3 clusters
  Score: Raw -245944.752813 + Penalty 2544.888326 = -243399.864488
  nChanged 895
		SP:Iteration 1F (2848.000000 sec): 3 clusters
  Score: Raw -246479.851628 + Penalty 2544.888326 = -243934.963302
  nChanged 198
		SP:Iteration 2F (2848.000000 sec): 3 clusters
  Score: Raw -246632.782255 + Penalty 2544.888326 = -244087.893929
  nChanged 166
		SP:Iteration 3F (2848.010000 sec): 3 clusters
  Score: Raw -246780.784441 + Penalty 2544.888326 = -244235.896115
  nChanged 146
		SP:Iteration 4F (2848.020000 sec): 3 clusters
  Score: Raw -246899.591123 + Penalty 2544.888326 = -244354.702797
  nChanged 101
		SP:Iteration 5Q (2848.020000 sec): 3 clusters
  Score: Raw -246974.208444 + Penalty 2544.888326 = -244429.320118
  nChanged 94
		SP:Iteration 6Q (2848.030000 sec): 3 clusters
  Score: Raw -247037.902641 + Penalty 2544.888326 = -244493.014315
  nChanged 71
		SP:Iteration 7Q (2848.030000 sec): 3 clusters
  Score: Raw -247087.366439 + Penalty 2544.888326 = -244542.478113
  nChanged 54
		SP:Iteration 8Q (2848.040000 sec): 3 clusters
  Score: Raw -247124.774494 + Penalty 2544.888326 = -244579.886169
  nChanged 44
		SP:Iteration 9Q (2848.050000 sec): 3 clusters
  Score: Raw -247153.636123 + Penalty 2544.888326 = -244608.747797
  nChanged 34
		SP:Iteration 10Q (2848.050000 sec): 3 clusters
  Score: Raw -247175.422354 + Penalty 2544.888326 = -244630.534029
  nChanged 28
		SP:Iteration 11Q (2848.060000 sec): 3 clusters
  Score: Raw -247192.851426 + Penalty 2544.888326 = -244647.963101
  nChanged 35
		SP:Iteration 12Q (2848.070000 sec): 3 clusters
  Score: Raw -247220.720456 + Penalty 2544.888326 = -244675.832130
  nChanged 43
		SP:Iteration 13Q (2848.070000 sec): 3 clusters
  Score: Raw -247251.529683 + Penalty 2544.888326 = -244706.641357
  nChanged 38
		SP:Iteration 14Q (2848.080000 sec): 3 clusters
  Score: Raw -247279.233883 + Penalty 2544.888326 = -244734.345558
  nChanged 31
		SP:Iteration 15Q (2848.090000 sec): 3 clusters
  Score: Raw -247297.122408 + Penalty 2544.888326 = -244752.234082
  nChanged 23
		SP:Iteration 16Q (2848.090000 sec): 3 clusters
  Score: Raw -247316.418321 + Penalty 2544.888326 = -244771.529995
  nChanged 25
		SP:Iteration 17Q (2848.100000 sec): 3 clusters
  Score: Raw -247335.074428 + Penalty 2544.888326 = -244790.186102
  nChanged 19
		SP:Iteration 18Q (2848.100000 sec): 3 clusters
  Score: Raw -247346.680434 + Penalty 2544.888326 = -244801.792109
  nChanged 10
		SP:Iteration 19Q (2848.110000 sec): 3 clusters
  Score: Raw -247354.474997 + Penalty 2544.888326 = -244809.586672
  nChanged 6
		SP:Iteration 20F (2848.110000 sec): 3 clusters
  Score: Raw -247358.310556 + Penalty 2544.888326 = -244813.422230
  nChanged 6
		SP:Iteration 21Q (2848.120000 sec): 3 clusters
  Score: Raw -247362.649464 + Penalty 2544.888326 = -244817.761138
  nChanged 10
		SP:Iteration 22Q (2848.130000 sec): 3 clusters
  Score: Raw -247369.767693 + Penalty 2544.888326 = -244824.879367
  nChanged 6
		SP:Iteration 23Q (2848.130000 sec): 3 clusters
  Score: Raw -247374.063494 + Penalty 2544.888326 = -244829.175168
  nChanged 5
		SP:Iteration 24Q (2848.140000 sec): 3 clusters
  Score: Raw -247377.748498 + Penalty 2544.888326 = -244832.860172
  nChanged 8
		SP:Iteration 25Q (2848.150000 sec): 3 clusters
  Score: Raw -247384.682833 + Penalty 2544.888326 = -244839.794507
  nChanged 7
		SP:Iteration 26Q (2848.150000 sec): 3 clusters
  Score: Raw -247390.371298 + Penalty 2544.888326 = -244845.482972
  nChanged 3
		SP:Iteration 27Q (2848.150000 sec): 3 clusters
  Score: Raw -247392.155346 + Penalty 2544.888326 = -244847.267020
  nChanged 0
		SP:Iteration 28F (2848.160000 sec): 3 clusters
  Score: Raw -247392.155346 + Penalty 2544.888326 = -244847.267020
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 87 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2848.180000 sec): 2 clusters
  Score: Raw -445617.294007 + Penalty 1361.712384 = -444255.581624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2848.190000 sec): 3 clusters
  Score: Raw -443413.178830 + Penalty 2723.424768 = -440689.754062
  nChanged 1732
		SP:Iteration 1F (2848.200000 sec): 3 clusters
  Score: Raw -444343.612337 + Penalty 2723.424768 = -441620.187569
  nChanged 287
		SP:Iteration 2F (2848.210000 sec): 3 clusters
  Score: Raw -444503.245922 + Penalty 2723.424768 = -441779.821154
  nChanged 234
		SP:Iteration 3F (2848.220000 sec): 3 clusters
  Score: Raw -444622.981099 + Penalty 2723.424768 = -441899.556332
  nChanged 187
		SP:Iteration 4Q (2848.230000 sec): 3 clusters
  Score: Raw -444722.508965 + Penalty 2723.424768 = -441999.084197
  nChanged 149
		SP:Iteration 5Q (2848.240000 sec): 3 clusters
  Score: Raw -444787.289386 + Penalty 2723.424768 = -442063.864618
  nChanged 132
		SP:Iteration 6Q (2848.250000 sec): 3 clusters
  Score: Raw -444841.653294 + Penalty 2723.424768 = -442118.228526
  nChanged 118
		SP:Iteration 7Q (2848.270000 sec): 3 clusters
  Score: Raw -444898.067648 + Penalty 2723.424768 = -442174.642880
  nChanged 111
		SP:Iteration 8Q (2848.280000 sec): 3 clusters
  Score: Raw -444952.300351 + Penalty 2723.424768 = -442228.875583
  nChanged 114
		SP:Iteration 9Q (2848.290000 sec): 3 clusters
  Score: Raw -445004.429152 + Penalty 2723.424768 = -442281.004385
  nChanged 110
		SP:Iteration 10Q (2848.300000 sec): 3 clusters
  Score: Raw -445058.636124 + Penalty 2723.424768 = -442335.211357
  nChanged 121
		SP:Iteration 11Q (2848.310000 sec): 3 clusters
  Score: Raw -445114.233343 + Penalty 2723.424768 = -442390.808576
  nChanged 107
		SP:Iteration 12Q (2848.320000 sec): 3 clusters
  Score: Raw -445159.651380 + Penalty 2723.424768 = -442436.226613
  nChanged 86
		SP:Iteration 13Q (2848.330000 sec): 3 clusters
  Score: Raw -445201.622103 + Penalty 2723.424768 = -442478.197335
  nChanged 89
		SP:Iteration 14Q (2848.340000 sec): 3 clusters
  Score: Raw -445242.792272 + Penalty 2723.424768 = -442519.367504
  nChanged 100
		SP:Iteration 15Q (2848.350000 sec): 3 clusters
  Score: Raw -445300.996920 + Penalty 2723.424768 = -442577.572152
  nChanged 107
		SP:Iteration 16Q (2848.360000 sec): 3 clusters
  Score: Raw -445363.918705 + Penalty 2723.424768 = -442640.493938
  nChanged 107
		SP:Iteration 17Q (2848.370000 sec): 3 clusters
  Score: Raw -445419.238193 + Penalty 2723.424768 = -442695.813425
  nChanged 95
		SP:Iteration 18Q (2848.390000 sec): 3 clusters
  Score: Raw -445472.896724 + Penalty 2723.424768 = -442749.471957
  nChanged 81
		SP:Iteration 19Q (2848.390000 sec): 3 clusters
  Score: Raw -445517.401048 + Penalty 2723.424768 = -442793.976280
  nChanged 70
		SP:Iteration 20F (2848.410000 sec): 3 clusters
  Score: Raw -445564.009159 + Penalty 2723.424768 = -442840.584391
  nChanged 67
		SP:Iteration 21Q (2848.420000 sec): 3 clusters
  Score: Raw -445602.039996 + Penalty 2723.424768 = -442878.615229
  nChanged 55
		SP:Iteration 22Q (2848.430000 sec): 3 clusters
  Score: Raw -445637.193905 + Penalty 2723.424768 = -442913.769138
  nChanged 61
		SP:Iteration 23Q (2848.440000 sec): 3 clusters
  Score: Raw -445671.611500 + Penalty 2723.424768 = -442948.186733
  nChanged 47
		SP:Iteration 24Q (2848.450000 sec): 3 clusters
  Score: Raw -445692.810397 + Penalty 2723.424768 = -442969.385629
  nChanged 37
		SP:Iteration 25Q (2848.460000 sec): 3 clusters
  Score: Raw -445711.741861 + Penalty 2723.424768 = -442988.317094
  nChanged 30
		SP:Iteration 26Q (2848.470000 sec): 3 clusters
  Score: Raw -445722.367161 + Penalty 2723.424768 = -442998.942394
  nChanged 19
		SP:Iteration 27Q (2848.480000 sec): 3 clusters
  Score: Raw -445728.506150 + Penalty 2723.424768 = -443005.081382
  nChanged 18
		SP:Iteration 28Q (2848.490000 sec): 3 clusters
  Score: Raw -445733.861745 + Penalty 2723.424768 = -443010.436977
  nChanged 11
		SP:Iteration 29Q (2848.500000 sec): 3 clusters
  Score: Raw -445738.315390 + Penalty 2723.424768 = -443014.890622
  nChanged 13
		SP:Iteration 30Q (2848.510000 sec): 3 clusters
  Score: Raw -445742.032035 + Penalty 2723.424768 = -443018.607267
  nChanged 12
		SP:Iteration 31Q (2848.520000 sec): 3 clusters
  Score: Raw -445745.845321 + Penalty 2723.424768 = -443022.420554
  nChanged 10
		SP:Iteration 32Q (2848.530000 sec): 3 clusters
  Score: Raw -445748.524444 + Penalty 2723.424768 = -443025.099676
  nChanged 10
		SP:Iteration 33Q (2848.540000 sec): 3 clusters
  Score: Raw -445753.230156 + Penalty 2723.424768 = -443029.805388
  nChanged 9
		SP:Iteration 34Q (2848.550000 sec): 3 clusters
  Score: Raw -445755.007197 + Penalty 2723.424768 = -443031.582430
  nChanged 4
		SP:Iteration 35Q (2848.560000 sec): 3 clusters
  Score: Raw -445755.983561 + Penalty 2723.424768 = -443032.558793
  nChanged 2
		SP:Iteration 36Q (2848.570000 sec): 3 clusters
  Score: Raw -445756.352508 + Penalty 2723.424768 = -443032.927741
  nChanged 2
		SP:Iteration 37Q (2848.580000 sec): 3 clusters
  Score: Raw -445756.786715 + Penalty 2723.424768 = -443033.361948
  nChanged 2
		SP:Iteration 38Q (2848.590000 sec): 3 clusters
  Score: Raw -445757.198066 + Penalty 2723.424768 = -443033.773298
  nChanged 0
		SP:Iteration 39F (2848.610000 sec): 3 clusters
  Score: Raw -445757.198066 + Penalty 2723.424768 = -443033.773298
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 88 (8742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2848.630000 sec): 2 clusters
  Score: Raw -888243.631033 + Penalty 1474.832820 = -886768.798213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2848.650000 sec): 3 clusters
  Score: Raw -883319.446944 + Penalty 2949.665640 = -880369.781305
  nChanged 3743
		SP:Iteration 1F (2848.670000 sec): 3 clusters
  Score: Raw -885338.601633 + Penalty 2949.665640 = -882388.935993
  nChanged 544
		SP:Iteration 2F (2848.700000 sec): 3 clusters
  Score: Raw -885583.954009 + Penalty 2949.665640 = -882634.288369
  nChanged 416
		SP:Iteration 3Q (2848.720000 sec): 3 clusters
  Score: Raw -885755.580985 + Penalty 2949.665640 = -882805.915345
  nChanged 352
		SP:Iteration 4Q (2848.740000 sec): 3 clusters
  Score: Raw -885881.210428 + Penalty 2949.665640 = -882931.544788
  nChanged 298
		SP:Iteration 5Q (2848.770000 sec): 3 clusters
  Score: Raw -885988.956852 + Penalty 2949.665640 = -883039.291212
  nChanged 276
		SP:Iteration 6Q (2848.790000 sec): 3 clusters
  Score: Raw -886094.894995 + Penalty 2949.665640 = -883145.229356
  nChanged 268
		SP:Iteration 7Q (2848.810000 sec): 3 clusters
  Score: Raw -886198.238183 + Penalty 2949.665640 = -883248.572544
  nChanged 272
		SP:Iteration 8Q (2848.830000 sec): 3 clusters
  Score: Raw -886304.259602 + Penalty 2949.665640 = -883354.593963
  nChanged 229
		SP:Iteration 9Q (2848.850000 sec): 3 clusters
  Score: Raw -886406.587090 + Penalty 2949.665640 = -883456.921450
  nChanged 276
		SP:Iteration 10Q (2848.870000 sec): 3 clusters
  Score: Raw -886552.985724 + Penalty 2949.665640 = -883603.320085
  nChanged 301
		SP:Iteration 11Q (2848.900000 sec): 3 clusters
  Score: Raw -886705.218432 + Penalty 2949.665640 = -883755.552792
  nChanged 280
		SP:Iteration 12Q (2848.920000 sec): 3 clusters
  Score: Raw -886853.488211 + Penalty 2949.665640 = -883903.822572
  nChanged 248
		SP:Iteration 13Q (2848.940000 sec): 3 clusters
  Score: Raw -886994.616940 + Penalty 2949.665640 = -884044.951301
  nChanged 228
		SP:Iteration 14Q (2848.960000 sec): 3 clusters
  Score: Raw -887101.243740 + Penalty 2949.665640 = -884151.578100
  nChanged 187
		SP:Iteration 15Q (2848.990000 sec): 3 clusters
  Score: Raw -887177.377810 + Penalty 2949.665640 = -884227.712171
  nChanged 170
		SP:Iteration 16Q (2849.010000 sec): 3 clusters
  Score: Raw -887247.506981 + Penalty 2949.665640 = -884297.841342
  nChanged 140
		SP:Iteration 17Q (2849.030000 sec): 3 clusters
  Score: Raw -887305.807466 + Penalty 2949.665640 = -884356.141826
  nChanged 129
		SP:Iteration 18Q (2849.050000 sec): 3 clusters
  Score: Raw -887354.310219 + Penalty 2949.665640 = -884404.644579
  nChanged 112
		SP:Iteration 19Q (2849.070000 sec): 3 clusters
  Score: Raw -887393.566532 + Penalty 2949.665640 = -884443.900893
  nChanged 105
		SP:Iteration 20F (2849.090000 sec): 3 clusters
  Score: Raw -887429.707158 + Penalty 2949.665640 = -884480.041518
  nChanged 112
		SP:Iteration 21Q (2849.110000 sec): 3 clusters
  Score: Raw -887470.556507 + Penalty 2949.665640 = -884520.890867
  nChanged 90
		SP:Iteration 22Q (2849.130000 sec): 3 clusters
  Score: Raw -887502.319293 + Penalty 2949.665640 = -884552.653653
  nChanged 90
		SP:Iteration 23Q (2849.150000 sec): 3 clusters
  Score: Raw -887535.147826 + Penalty 2949.665640 = -884585.482186
  nChanged 99
		SP:Iteration 24Q (2849.170000 sec): 3 clusters
  Score: Raw -887570.747318 + Penalty 2949.665640 = -884621.081678
  nChanged 94
		SP:Iteration 25Q (2849.190000 sec): 3 clusters
  Score: Raw -887602.938338 + Penalty 2949.665640 = -884653.272699
  nChanged 101
		SP:Iteration 26Q (2849.210000 sec): 3 clusters
  Score: Raw -887636.985813 + Penalty 2949.665640 = -884687.320173
  nChanged 94
		SP:Iteration 27Q (2849.240000 sec): 3 clusters
  Score: Raw -887677.399127 + Penalty 2949.665640 = -884727.733488
  nChanged 121
		SP:Iteration 28Q (2849.260000 sec): 3 clusters
  Score: Raw -887730.987655 + Penalty 2949.665640 = -884781.322016
  nChanged 129
		SP:Iteration 29Q (2849.280000 sec): 3 clusters
  Score: Raw -887784.017330 + Penalty 2949.665640 = -884834.351690
  nChanged 113
		SP:Iteration 30Q (2849.300000 sec): 3 clusters
  Score: Raw -887831.403932 + Penalty 2949.665640 = -884881.738293
  nChanged 110
		SP:Iteration 31Q (2849.320000 sec): 3 clusters
  Score: Raw -887883.421790 + Penalty 2949.665640 = -884933.756151
  nChanged 129
		SP:Iteration 32Q (2849.330000 sec): 3 clusters
  Score: Raw -887946.242085 + Penalty 2949.665640 = -884996.576445
  nChanged 111
		SP:Iteration 33Q (2849.350000 sec): 3 clusters
  Score: Raw -887997.612738 + Penalty 2949.665640 = -885047.947098
  nChanged 104
		SP:Iteration 34Q (2849.370000 sec): 3 clusters
  Score: Raw -888049.786792 + Penalty 2949.665640 = -885100.121152
  nChanged 95
		SP:Iteration 35Q (2849.390000 sec): 3 clusters
  Score: Raw -888102.973540 + Penalty 2949.665640 = -885153.307901
  nChanged 94
		SP:Iteration 36Q (2849.410000 sec): 3 clusters
  Score: Raw -888151.878981 + Penalty 2949.665640 = -885202.213342
  nChanged 76
		SP:Iteration 37Q (2849.430000 sec): 3 clusters
  Score: Raw -888191.250133 + Penalty 2949.665640 = -885241.584493
  nChanged 64
		SP:Iteration 38Q (2849.450000 sec): 3 clusters
  Score: Raw -888223.391497 + Penalty 2949.665640 = -885273.725857
  nChanged 58
		SP:Iteration 39Q (2849.470000 sec): 3 clusters
  Score: Raw -888257.391106 + Penalty 2949.665640 = -885307.725467
  nChanged 56
		SP:Iteration 40F (2849.490000 sec): 3 clusters
  Score: Raw -888294.380104 + Penalty 2949.665640 = -885344.714464
  nChanged 59
		SP:Iteration 41Q (2849.510000 sec): 3 clusters
  Score: Raw -888334.020381 + Penalty 2949.665640 = -885384.354741
  nChanged 61
		SP:Iteration 42Q (2849.530000 sec): 3 clusters
  Score: Raw -888373.078404 + Penalty 2949.665640 = -885423.412765
  nChanged 48
		SP:Iteration 43Q (2849.540000 sec): 3 clusters
  Score: Raw -888402.643353 + Penalty 2949.665640 = -885452.977714
  nChanged 45
		SP:Iteration 44Q (2849.560000 sec): 3 clusters
  Score: Raw -888433.987786 + Penalty 2949.665640 = -885484.322146
  nChanged 45
		SP:Iteration 45Q (2849.580000 sec): 3 clusters
  Score: Raw -888464.391584 + Penalty 2949.665640 = -885514.725944
  nChanged 32
		SP:Iteration 46Q (2849.600000 sec): 3 clusters
  Score: Raw -888487.976774 + Penalty 2949.665640 = -885538.311135
  nChanged 27
		SP:Iteration 47Q (2849.610000 sec): 3 clusters
  Score: Raw -888505.971630 + Penalty 2949.665640 = -885556.305990
  nChanged 16
		SP:Iteration 48Q (2849.630000 sec): 3 clusters
  Score: Raw -888514.029087 + Penalty 2949.665640 = -885564.363448
  nChanged 13
		SP:Iteration 49Q (2849.650000 sec): 3 clusters
  Score: Raw -888522.033763 + Penalty 2949.665640 = -885572.368123
  nChanged 8
		SP:Iteration 50Q (2849.660000 sec): 3 clusters
  Score: Raw -888525.332045 + Penalty 2949.665640 = -885575.666406
  nChanged 8
		SP:Iteration 51Q (2849.680000 sec): 3 clusters
  Score: Raw -888529.664091 + Penalty 2949.665640 = -885579.998452
  nChanged 12
		SP:Iteration 52Q (2849.690000 sec): 3 clusters
  Score: Raw -888538.259845 + Penalty 2949.665640 = -885588.594206
  nChanged 14
		SP:Iteration 53Q (2849.710000 sec): 3 clusters
  Score: Raw -888547.423706 + Penalty 2949.665640 = -885597.758067
  nChanged 14
		SP:Iteration 54Q (2849.730000 sec): 3 clusters
  Score: Raw -888557.537686 + Penalty 2949.665640 = -885607.872047
  nChanged 8
		SP:Iteration 55Q (2849.750000 sec): 3 clusters
  Score: Raw -888563.279430 + Penalty 2949.665640 = -885613.613790
  nChanged 7
		SP:Iteration 56Q (2849.760000 sec): 3 clusters
  Score: Raw -888567.380998 + Penalty 2949.665640 = -885617.715358
  nChanged 5
		SP:Iteration 57Q (2849.780000 sec): 3 clusters
  Score: Raw -888570.077535 + Penalty 2949.665640 = -885620.411895
  nChanged 3
		SP:Iteration 58Q (2849.790000 sec): 3 clusters
  Score: Raw -888571.531162 + Penalty 2949.665640 = -885621.865523
  nChanged 1
		SP:Iteration 59Q (2849.810000 sec): 3 clusters
  Score: Raw -888572.077727 + Penalty 2949.665640 = -885622.412088
  nChanged 2
		SP:Iteration 60F (2849.830000 sec): 3 clusters
  Score: Raw -888573.388441 + Penalty 2949.665640 = -885623.722801
  nChanged 1
		SP:Iteration 61Q (2849.850000 sec): 3 clusters
  Score: Raw -888574.115105 + Penalty 2949.665640 = -885624.449465
  nChanged 1
		SP:Iteration 62Q (2849.860000 sec): 3 clusters
  Score: Raw -888575.134710 + Penalty 2949.665640 = -885625.469071
  nChanged 0
		SP:Iteration 63F (2849.890000 sec): 3 clusters
  Score: Raw -888575.134710 + Penalty 2949.665640 = -885625.469071
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 89 (4203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2849.900000 sec): 2 clusters
  Score: Raw -414200.505830 + Penalty 1355.827498 = -412844.678332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2849.910000 sec): 3 clusters
  Score: Raw -412070.702905 + Penalty 2711.654996 = -409359.047909
  nChanged 1631
		SP:Iteration 1F (2849.930000 sec): 3 clusters
  Score: Raw -412923.207690 + Penalty 2711.654996 = -410211.552694
  nChanged 291
		SP:Iteration 2F (2849.930000 sec): 3 clusters
  Score: Raw -413080.759041 + Penalty 2711.654996 = -410369.104045
  nChanged 219
		SP:Iteration 3F (2849.950000 sec): 3 clusters
  Score: Raw -413197.842287 + Penalty 2711.654996 = -410486.187291
  nChanged 178
		SP:Iteration 4Q (2849.950000 sec): 3 clusters
  Score: Raw -413287.814602 + Penalty 2711.654996 = -410576.159606
  nChanged 144
		SP:Iteration 5Q (2849.970000 sec): 3 clusters
  Score: Raw -413361.632525 + Penalty 2711.654996 = -410649.977528
  nChanged 123
		SP:Iteration 6Q (2849.980000 sec): 3 clusters
  Score: Raw -413421.964571 + Penalty 2711.654996 = -410710.309574
  nChanged 135
		SP:Iteration 7Q (2849.990000 sec): 3 clusters
  Score: Raw -413491.196202 + Penalty 2711.654996 = -410779.541206
  nChanged 111
		SP:Iteration 8Q (2850.000000 sec): 3 clusters
  Score: Raw -413546.656965 + Penalty 2711.654996 = -410835.001969
  nChanged 119
		SP:Iteration 9Q (2850.010000 sec): 3 clusters
  Score: Raw -413609.853710 + Penalty 2711.654996 = -410898.198713
  nChanged 127
		SP:Iteration 10Q (2850.020000 sec): 3 clusters
  Score: Raw -413685.802379 + Penalty 2711.654996 = -410974.147382
  nChanged 134
		SP:Iteration 11Q (2850.030000 sec): 3 clusters
  Score: Raw -413767.371298 + Penalty 2711.654996 = -411055.716301
  nChanged 141
		SP:Iteration 12Q (2850.040000 sec): 3 clusters
  Score: Raw -413859.049656 + Penalty 2711.654996 = -411147.394660
  nChanged 123
		SP:Iteration 13Q (2850.050000 sec): 3 clusters
  Score: Raw -413940.831817 + Penalty 2711.654996 = -411229.176821
  nChanged 101
		SP:Iteration 14Q (2850.060000 sec): 3 clusters
  Score: Raw -413999.525826 + Penalty 2711.654996 = -411287.870829
  nChanged 77
		SP:Iteration 15Q (2850.070000 sec): 3 clusters
  Score: Raw -414052.245461 + Penalty 2711.654996 = -411340.590465
  nChanged 79
		SP:Iteration 16Q (2850.080000 sec): 3 clusters
  Score: Raw -414111.565133 + Penalty 2711.654996 = -411399.910137
  nChanged 72
		SP:Iteration 17Q (2850.090000 sec): 3 clusters
  Score: Raw -414166.272499 + Penalty 2711.654996 = -411454.617503
  nChanged 74
		SP:Iteration 18Q (2850.100000 sec): 3 clusters
  Score: Raw -414215.396490 + Penalty 2711.654996 = -411503.741494
  nChanged 49
		SP:Iteration 19Q (2850.110000 sec): 3 clusters
  Score: Raw -414249.974242 + Penalty 2711.654996 = -411538.319246
  nChanged 28
		SP:Iteration 20F (2850.120000 sec): 3 clusters
  Score: Raw -414272.448997 + Penalty 2711.654996 = -411560.794001
  nChanged 26
		SP:Iteration 21Q (2850.130000 sec): 3 clusters
  Score: Raw -414295.469098 + Penalty 2711.654996 = -411583.814101
  nChanged 17
		SP:Iteration 22Q (2850.140000 sec): 3 clusters
  Score: Raw -414311.059434 + Penalty 2711.654996 = -411599.404437
  nChanged 14
		SP:Iteration 23Q (2850.150000 sec): 3 clusters
  Score: Raw -414327.385187 + Penalty 2711.654996 = -411615.730190
  nChanged 21
		SP:Iteration 24Q (2850.160000 sec): 3 clusters
  Score: Raw -414348.051403 + Penalty 2711.654996 = -411636.396406
  nChanged 13
		SP:Iteration 25Q (2850.170000 sec): 3 clusters
  Score: Raw -414354.861583 + Penalty 2711.654996 = -411643.206586
  nChanged 8
		SP:Iteration 26Q (2850.180000 sec): 3 clusters
  Score: Raw -414361.614048 + Penalty 2711.654996 = -411649.959052
  nChanged 13
		SP:Iteration 27Q (2850.190000 sec): 3 clusters
  Score: Raw -414375.104493 + Penalty 2711.654996 = -411663.449497
  nChanged 17
		SP:Iteration 28Q (2850.200000 sec): 3 clusters
  Score: Raw -414391.404127 + Penalty 2711.654996 = -411679.749130
  nChanged 20
		SP:Iteration 29Q (2850.210000 sec): 3 clusters
  Score: Raw -414403.189019 + Penalty 2711.654996 = -411691.534023
  nChanged 10
		SP:Iteration 30Q (2850.210000 sec): 3 clusters
  Score: Raw -414410.538718 + Penalty 2711.654996 = -411698.883722
  nChanged 5
		SP:Iteration 31Q (2850.220000 sec): 3 clusters
  Score: Raw -414415.679899 + Penalty 2711.654996 = -411704.024902
  nChanged 3
		SP:Iteration 32Q (2850.230000 sec): 3 clusters
  Score: Raw -414417.815730 + Penalty 2711.654996 = -411706.160734
  nChanged 3
		SP:Iteration 33Q (2850.240000 sec): 3 clusters
  Score: Raw -414419.580205 + Penalty 2711.654996 = -411707.925209
  nChanged 4
		SP:Iteration 34Q (2850.250000 sec): 3 clusters
  Score: Raw -414422.410811 + Penalty 2711.654996 = -411710.755815
  nChanged 4
		SP:Iteration 35Q (2850.260000 sec): 3 clusters
  Score: Raw -414427.217207 + Penalty 2711.654996 = -411715.562210
  nChanged 2
		SP:Iteration 36Q (2850.270000 sec): 3 clusters
  Score: Raw -414429.919819 + Penalty 2711.654996 = -411718.264823
  nChanged 6
		SP:Iteration 37Q (2850.280000 sec): 3 clusters
  Score: Raw -414436.347492 + Penalty 2711.654996 = -411724.692496
  nChanged 5
		SP:Iteration 38Q (2850.290000 sec): 3 clusters
  Score: Raw -414440.619354 + Penalty 2711.654996 = -411728.964357
  nChanged 1
		SP:Iteration 39Q (2850.300000 sec): 3 clusters
  Score: Raw -414441.427585 + Penalty 2711.654996 = -411729.772589
  nChanged 2
		SP:Iteration 40F (2850.310000 sec): 3 clusters
  Score: Raw -414442.526395 + Penalty 2711.654996 = -411730.871399
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 90 (6206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2850.330000 sec): 2 clusters
  Score: Raw -600541.754040 + Penalty 1419.156675 = -599122.597365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2850.340000 sec): 3 clusters
  Score: Raw -597176.792415 + Penalty 2838.313350 = -594338.479065
  nChanged 2578
		SP:Iteration 1F (2850.360000 sec): 3 clusters
  Score: Raw -598760.091445 + Penalty 2838.313350 = -595921.778095
  nChanged 475
		SP:Iteration 2F (2850.370000 sec): 3 clusters
  Score: Raw -599075.045632 + Penalty 2838.313350 = -596236.732282
  nChanged 398
		SP:Iteration 3F (2850.390000 sec): 3 clusters
  Score: Raw -599330.292300 + Penalty 2838.313350 = -596491.978950
  nChanged 333
		SP:Iteration 4F (2850.410000 sec): 3 clusters
  Score: Raw -599570.378078 + Penalty 2838.313350 = -596732.064729
  nChanged 345
		SP:Iteration 5F (2850.420000 sec): 3 clusters
  Score: Raw -599825.132035 + Penalty 2838.313350 = -596986.818686
  nChanged 325
		SP:Iteration 6F (2850.440000 sec): 3 clusters
  Score: Raw -600049.981222 + Penalty 2838.313350 = -597211.667872
  nChanged 232
		SP:Iteration 7Q (2850.450000 sec): 3 clusters
  Score: Raw -600197.988154 + Penalty 2838.313350 = -597359.674805
  nChanged 179
		SP:Iteration 8Q (2850.470000 sec): 3 clusters
  Score: Raw -600310.778092 + Penalty 2838.313350 = -597472.464742
  nChanged 159
		SP:Iteration 9Q (2850.490000 sec): 3 clusters
  Score: Raw -600413.847564 + Penalty 2838.313350 = -597575.534214
  nChanged 126
		SP:Iteration 10Q (2850.500000 sec): 3 clusters
  Score: Raw -600496.611240 + Penalty 2838.313350 = -597658.297891
  nChanged 106
		SP:Iteration 11Q (2850.520000 sec): 3 clusters
  Score: Raw -600560.120104 + Penalty 2838.313350 = -597721.806754
  nChanged 95
		SP:Iteration 12Q (2850.530000 sec): 3 clusters
  Score: Raw -600625.409924 + Penalty 2838.313350 = -597787.096574
  nChanged 71
		SP:Iteration 13Q (2850.550000 sec): 3 clusters
  Score: Raw -600674.581209 + Penalty 2838.313350 = -597836.267859
  nChanged 57
		SP:Iteration 14Q (2850.560000 sec): 3 clusters
  Score: Raw -600711.642427 + Penalty 2838.313350 = -597873.329077
  nChanged 43
		SP:Iteration 15Q (2850.570000 sec): 3 clusters
  Score: Raw -600736.546816 + Penalty 2838.313350 = -597898.233466
  nChanged 37
		SP:Iteration 16Q (2850.590000 sec): 3 clusters
  Score: Raw -600760.668152 + Penalty 2838.313350 = -597922.354802
  nChanged 30
		SP:Iteration 17Q (2850.600000 sec): 3 clusters
  Score: Raw -600776.441744 + Penalty 2838.313350 = -597938.128395
  nChanged 18
		SP:Iteration 18Q (2850.620000 sec): 3 clusters
  Score: Raw -600785.636964 + Penalty 2838.313350 = -597947.323614
  nChanged 12
		SP:Iteration 19Q (2850.630000 sec): 3 clusters
  Score: Raw -600792.747359 + Penalty 2838.313350 = -597954.434010
  nChanged 10
		SP:Iteration 20F (2850.650000 sec): 3 clusters
  Score: Raw -600800.856916 + Penalty 2838.313350 = -597962.543566
  nChanged 12
		SP:Iteration 21Q (2850.660000 sec): 3 clusters
  Score: Raw -600808.934584 + Penalty 2838.313350 = -597970.621234
  nChanged 12
		SP:Iteration 22Q (2850.670000 sec): 3 clusters
  Score: Raw -600816.706474 + Penalty 2838.313350 = -597978.393124
  nChanged 9
		SP:Iteration 23Q (2850.690000 sec): 3 clusters
  Score: Raw -600822.914743 + Penalty 2838.313350 = -597984.601393
  nChanged 8
		SP:Iteration 24Q (2850.700000 sec): 3 clusters
  Score: Raw -600828.332852 + Penalty 2838.313350 = -597990.019502
  nChanged 6
		SP:Iteration 25Q (2850.720000 sec): 3 clusters
  Score: Raw -600832.543517 + Penalty 2838.313350 = -597994.230168
  nChanged 5
		SP:Iteration 26Q (2850.730000 sec): 3 clusters
  Score: Raw -600837.477227 + Penalty 2838.313350 = -597999.163877
  nChanged 8
		SP:Iteration 27Q (2850.740000 sec): 3 clusters
  Score: Raw -600845.978777 + Penalty 2838.313350 = -598007.665427
  nChanged 7
		SP:Iteration 28Q (2850.760000 sec): 3 clusters
  Score: Raw -600851.134366 + Penalty 2838.313350 = -598012.821016
  nChanged 6
		SP:Iteration 29Q (2850.770000 sec): 3 clusters
  Score: Raw -600855.965355 + Penalty 2838.313350 = -598017.652005
  nChanged 5
		SP:Iteration 30Q (2850.790000 sec): 3 clusters
  Score: Raw -600859.889420 + Penalty 2838.313350 = -598021.576070
  nChanged 4
		SP:Iteration 31Q (2850.800000 sec): 3 clusters
  Score: Raw -600864.764435 + Penalty 2838.313350 = -598026.451085
  nChanged 6
		SP:Iteration 32Q (2850.810000 sec): 3 clusters
  Score: Raw -600869.054297 + Penalty 2838.313350 = -598030.740947
  nChanged 3
		SP:Iteration 33Q (2850.830000 sec): 3 clusters
  Score: Raw -600871.676580 + Penalty 2838.313350 = -598033.363230
  nChanged 2
		SP:Iteration 34Q (2850.840000 sec): 3 clusters
  Score: Raw -600873.068026 + Penalty 2838.313350 = -598034.754676
  nChanged 2
		SP:Iteration 35Q (2850.850000 sec): 3 clusters
  Score: Raw -600875.505062 + Penalty 2838.313350 = -598037.191712
  nChanged 1
		SP:Iteration 36Q (2850.870000 sec): 3 clusters
  Score: Raw -600877.194373 + Penalty 2838.313350 = -598038.881024
  nChanged 2
		SP:Iteration 37Q (2850.880000 sec): 3 clusters
  Score: Raw -600878.087753 + Penalty 2838.313350 = -598039.774404
  nChanged 1
		SP:Iteration 38Q (2850.890000 sec): 3 clusters
  Score: Raw -600878.483025 + Penalty 2838.313350 = -598040.169675
  nChanged 1
		SP:Iteration 39Q (2850.900000 sec): 3 clusters
  Score: Raw -600879.673614 + Penalty 2838.313350 = -598041.360265
  nChanged 1
		SP:Iteration 40F (2850.920000 sec): 3 clusters
  Score: Raw -600880.168991 + Penalty 2838.313350 = -598041.855642
  nChanged 1
		SP:Iteration 41Q (2850.930000 sec): 3 clusters
  Score: Raw -600880.489409 + Penalty 2838.313350 = -598042.176059
  nChanged 0
		SP:Iteration 42F (2850.950000 sec): 3 clusters
  Score: Raw -600880.489409 + Penalty 2838.313350 = -598042.176059
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 91 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2850.960000 sec): 2 clusters
  Score: Raw -175505.887495 + Penalty 1222.302128 = -174283.585367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2850.960000 sec): 3 clusters
  Score: Raw -174737.565085 + Penalty 2444.604257 = -172292.960828
  nChanged 662
		SP:Iteration 1F (2850.970000 sec): 3 clusters
  Score: Raw -175222.856944 + Penalty 2444.604257 = -172778.252687
  nChanged 187
		SP:Iteration 2F (2850.970000 sec): 3 clusters
  Score: Raw -175394.428971 + Penalty 2444.604257 = -172949.824714
  nChanged 116
		SP:Iteration 3F (2850.980000 sec): 3 clusters
  Score: Raw -175499.426752 + Penalty 2444.604257 = -173054.822495
  nChanged 75
		SP:Iteration 4Q (2850.980000 sec): 3 clusters
  Score: Raw -175559.777448 + Penalty 2444.604257 = -173115.173191
  nChanged 44
		SP:Iteration 5Q (2850.990000 sec): 3 clusters
  Score: Raw -175591.079217 + Penalty 2444.604257 = -173146.474960
  nChanged 40
		SP:Iteration 6Q (2850.990000 sec): 3 clusters
  Score: Raw -175620.189118 + Penalty 2444.604257 = -173175.584861
  nChanged 33
		SP:Iteration 7Q (2850.990000 sec): 3 clusters
  Score: Raw -175647.119389 + Penalty 2444.604257 = -173202.515132
  nChanged 19
		SP:Iteration 8Q (2851.000000 sec): 3 clusters
  Score: Raw -175658.133093 + Penalty 2444.604257 = -173213.528836
  nChanged 19
		SP:Iteration 9Q (2851.000000 sec): 3 clusters
  Score: Raw -175665.960178 + Penalty 2444.604257 = -173221.355921
  nChanged 14
		SP:Iteration 10Q (2851.010000 sec): 3 clusters
  Score: Raw -175676.664790 + Penalty 2444.604257 = -173232.060533
  nChanged 11
		SP:Iteration 11Q (2851.010000 sec): 3 clusters
  Score: Raw -175682.727277 + Penalty 2444.604257 = -173238.123020
  nChanged 6
		SP:Iteration 12Q (2851.020000 sec): 3 clusters
  Score: Raw -175686.372310 + Penalty 2444.604257 = -173241.768053
  nChanged 10
		SP:Iteration 13Q (2851.020000 sec): 3 clusters
  Score: Raw -175693.858751 + Penalty 2444.604257 = -173249.254494
  nChanged 8
		SP:Iteration 14Q (2851.030000 sec): 3 clusters
  Score: Raw -175696.456764 + Penalty 2444.604257 = -173251.852507
  nChanged 8
		SP:Iteration 15Q (2851.030000 sec): 3 clusters
  Score: Raw -175700.774176 + Penalty 2444.604257 = -173256.169919
  nChanged 8
		SP:Iteration 16Q (2851.030000 sec): 3 clusters
  Score: Raw -175706.354611 + Penalty 2444.604257 = -173261.750354
  nChanged 7
		SP:Iteration 17Q (2851.040000 sec): 3 clusters
  Score: Raw -175710.057261 + Penalty 2444.604257 = -173265.453004
  nChanged 7
		SP:Iteration 18Q (2851.050000 sec): 3 clusters
  Score: Raw -175714.069156 + Penalty 2444.604257 = -173269.464899
  nChanged 5
		SP:Iteration 19Q (2851.050000 sec): 3 clusters
  Score: Raw -175718.487940 + Penalty 2444.604257 = -173273.883683
  nChanged 6
		SP:Iteration 20F (2851.050000 sec): 3 clusters
  Score: Raw -175721.836164 + Penalty 2444.604257 = -173277.231907
  nChanged 6
		SP:Iteration 21Q (2851.060000 sec): 3 clusters
  Score: Raw -175725.996930 + Penalty 2444.604257 = -173281.392673
  nChanged 7
		SP:Iteration 22Q (2851.060000 sec): 3 clusters
  Score: Raw -175731.350804 + Penalty 2444.604257 = -173286.746547
  nChanged 4
		SP:Iteration 23Q (2851.070000 sec): 3 clusters
  Score: Raw -175733.532563 + Penalty 2444.604257 = -173288.928306
  nChanged 3
		SP:Iteration 24Q (2851.070000 sec): 3 clusters
  Score: Raw -175735.426176 + Penalty 2444.604257 = -173290.821919
  nChanged 8
		SP:Iteration 25Q (2851.080000 sec): 3 clusters
  Score: Raw -175739.612679 + Penalty 2444.604257 = -173295.008422
  nChanged 5
		SP:Iteration 26Q (2851.080000 sec): 3 clusters
  Score: Raw -175743.375085 + Penalty 2444.604257 = -173298.770828
  nChanged 10
		SP:Iteration 27Q (2851.090000 sec): 3 clusters
  Score: Raw -175749.866934 + Penalty 2444.604257 = -173305.262677
  nChanged 7
		SP:Iteration 28Q (2851.090000 sec): 3 clusters
  Score: Raw -175755.172570 + Penalty 2444.604257 = -173310.568313
  nChanged 9
		SP:Iteration 29Q (2851.090000 sec): 3 clusters
  Score: Raw -175759.939364 + Penalty 2444.604257 = -173315.335107
  nChanged 7
		SP:Iteration 30Q (2851.100000 sec): 3 clusters
  Score: Raw -175763.462187 + Penalty 2444.604257 = -173318.857930
  nChanged 7
		SP:Iteration 31Q (2851.100000 sec): 3 clusters
  Score: Raw -175766.066128 + Penalty 2444.604257 = -173321.461871
  nChanged 4
		SP:Iteration 32Q (2851.110000 sec): 3 clusters
  Score: Raw -175769.372065 + Penalty 2444.604257 = -173324.767808
  nChanged 6
		SP:Iteration 33Q (2851.110000 sec): 3 clusters
  Score: Raw -175774.817319 + Penalty 2444.604257 = -173330.213062
  nChanged 7
		SP:Iteration 34Q (2851.120000 sec): 3 clusters
  Score: Raw -175779.869081 + Penalty 2444.604257 = -173335.264824
  nChanged 8
		SP:Iteration 35Q (2851.120000 sec): 3 clusters
  Score: Raw -175784.209779 + Penalty 2444.604257 = -173339.605523
  nChanged 5
		SP:Iteration 36Q (2851.130000 sec): 3 clusters
  Score: Raw -175788.474753 + Penalty 2444.604257 = -173343.870496
  nChanged 5
		SP:Iteration 37Q (2851.130000 sec): 3 clusters
  Score: Raw -175791.428243 + Penalty 2444.604257 = -173346.823986
  nChanged 4
		SP:Iteration 38Q (2851.130000 sec): 3 clusters
  Score: Raw -175793.011040 + Penalty 2444.604257 = -173348.406783
  nChanged 3
		SP:Iteration 39Q (2851.140000 sec): 3 clusters
  Score: Raw -175794.760636 + Penalty 2444.604257 = -173350.156379
  nChanged 6
		SP:Iteration 40F (2851.140000 sec): 3 clusters
  Score: Raw -175798.257016 + Penalty 2444.604257 = -173353.652760
  nChanged 5
		SP:Iteration 41Q (2851.150000 sec): 3 clusters
  Score: Raw -175801.958112 + Penalty 2444.604257 = -173357.353855
  nChanged 6
		SP:Iteration 42Q (2851.150000 sec): 3 clusters
  Score: Raw -175805.009546 + Penalty 2444.604257 = -173360.405289
  nChanged 5
		SP:Iteration 43Q (2851.160000 sec): 3 clusters
  Score: Raw -175810.177401 + Penalty 2444.604257 = -173365.573144
  nChanged 6
		SP:Iteration 44Q (2851.160000 sec): 3 clusters
  Score: Raw -175812.444778 + Penalty 2444.604257 = -173367.840521
  nChanged 2
		SP:Iteration 45Q (2851.170000 sec): 3 clusters
  Score: Raw -175813.278857 + Penalty 2444.604257 = -173368.674600
  nChanged 3
		SP:Iteration 46Q (2851.170000 sec): 3 clusters
  Score: Raw -175814.494072 + Penalty 2444.604257 = -173369.889815
  nChanged 2
		SP:Iteration 47Q (2851.170000 sec): 3 clusters
  Score: Raw -175815.491868 + Penalty 2444.604257 = -173370.887611
  nChanged 2
		SP:Iteration 48Q (2851.180000 sec): 3 clusters
  Score: Raw -175816.849911 + Penalty 2444.604257 = -173372.245654
  nChanged 2
		SP:Iteration 49Q (2851.180000 sec): 3 clusters
  Score: Raw -175817.630993 + Penalty 2444.604257 = -173373.026736
  nChanged 2
		SP:Iteration 50Q (2851.190000 sec): 3 clusters
  Score: Raw -175818.174707 + Penalty 2444.604257 = -173373.570450
  nChanged 1
		SP:Iteration 51Q (2851.190000 sec): 3 clusters
  Score: Raw -175818.390786 + Penalty 2444.604257 = -173373.786529
  nChanged 1
		SP:Iteration 52Q (2851.190000 sec): 3 clusters
  Score: Raw -175818.575355 + Penalty 2444.604257 = -173373.971098
  nChanged 0
		SP:Iteration 53F (2851.200000 sec): 3 clusters
  Score: Raw -175818.575355 + Penalty 2444.604257 = -173373.971098
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 92 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2851.210000 sec): 2 clusters
  Score: Raw -58087.296409 + Penalty 1039.230010 = -57048.066399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2851.210000 sec): 3 clusters
  Score: Raw -58028.240299 + Penalty 2078.460019 = -55949.780279
  nChanged 156
		SP:Iteration 1F (2851.210000 sec): 3 clusters
  Score: Raw -58230.789963 + Penalty 2078.460019 = -56152.329943
  nChanged 42
		SP:Iteration 2F (2851.210000 sec): 3 clusters
  Score: Raw -58286.330245 + Penalty 2078.460019 = -56207.870225
  nChanged 21
		SP:Iteration 3Q (2851.210000 sec): 3 clusters
  Score: Raw -58310.787728 + Penalty 2078.460019 = -56232.327709
  nChanged 10
		SP:Iteration 4Q (2851.210000 sec): 3 clusters
  Score: Raw -58331.193347 + Penalty 2078.460019 = -56252.733328
  nChanged 7
		SP:Iteration 5Q (2851.210000 sec): 3 clusters
  Score: Raw -58347.500828 + Penalty 2078.460019 = -56269.040808
  nChanged 6
		SP:Iteration 6Q (2851.220000 sec): 3 clusters
  Score: Raw -58353.438762 + Penalty 2078.460019 = -56274.978742
  nChanged 2
		SP:Iteration 7Q (2851.220000 sec): 3 clusters
  Score: Raw -58355.736529 + Penalty 2078.460019 = -56277.276509
  nChanged 3
		SP:Iteration 8Q (2851.220000 sec): 3 clusters
  Score: Raw -58359.689452 + Penalty 2078.460019 = -56281.229432
  nChanged 3
		SP:Iteration 9Q (2851.220000 sec): 3 clusters
  Score: Raw -58363.355502 + Penalty 2078.460019 = -56284.895483
  nChanged 3
		SP:Iteration 10Q (2851.220000 sec): 3 clusters
  Score: Raw -58368.093786 + Penalty 2078.460019 = -56289.633767
  nChanged 4
		SP:Iteration 11Q (2851.220000 sec): 3 clusters
  Score: Raw -58376.169199 + Penalty 2078.460019 = -56297.709180
  nChanged 5
		SP:Iteration 12Q (2851.230000 sec): 3 clusters
  Score: Raw -58406.100363 + Penalty 2078.460019 = -56327.640343
  nChanged 12
		SP:Iteration 13Q (2851.230000 sec): 3 clusters
  Score: Raw -58434.517137 + Penalty 2078.460019 = -56356.057118
  nChanged 11
		SP:Iteration 14Q (2851.230000 sec): 3 clusters
  Score: Raw -58454.071389 + Penalty 2078.460019 = -56375.611369
  nChanged 5
		SP:Iteration 15Q (2851.230000 sec): 3 clusters
  Score: Raw -58461.182981 + Penalty 2078.460019 = -56382.722962
  nChanged 1
		SP:Iteration 16Q (2851.230000 sec): 3 clusters
  Score: Raw -58463.681162 + Penalty 2078.460019 = -56385.221142
  nChanged 3
		SP:Iteration 17Q (2851.230000 sec): 3 clusters
  Score: Raw -58466.494829 + Penalty 2078.460019 = -56388.034810
  nChanged 2
		SP:Iteration 18Q (2851.230000 sec): 3 clusters
  Score: Raw -58468.832133 + Penalty 2078.460019 = -56390.372113
  nChanged 0
		SP:Iteration 19F (2851.230000 sec): 3 clusters
  Score: Raw -58468.832133 + Penalty 2078.460019 = -56390.372113
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 93 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2851.250000 sec): 2 clusters
  Score: Raw -267840.862953 + Penalty 1290.113308 = -266550.749645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2851.250000 sec): 3 clusters
  Score: Raw -266546.442218 + Penalty 2580.226616 = -263966.215602
  nChanged 1029
		SP:Iteration 1F (2851.260000 sec): 3 clusters
  Score: Raw -267155.297660 + Penalty 2580.226616 = -264575.071044
  nChanged 221
		SP:Iteration 2F (2851.270000 sec): 3 clusters
  Score: Raw -267280.689210 + Penalty 2580.226616 = -264700.462594
  nChanged 132
		SP:Iteration 3Q (2851.270000 sec): 3 clusters
  Score: Raw -267347.851102 + Penalty 2580.226616 = -264767.624486
  nChanged 75
		SP:Iteration 4Q (2851.280000 sec): 3 clusters
  Score: Raw -267381.659731 + Penalty 2580.226616 = -264801.433115
  nChanged 67
		SP:Iteration 5Q (2851.290000 sec): 3 clusters
  Score: Raw -267412.070997 + Penalty 2580.226616 = -264831.844382
  nChanged 57
		SP:Iteration 6Q (2851.290000 sec): 3 clusters
  Score: Raw -267433.975912 + Penalty 2580.226616 = -264853.749297
  nChanged 39
		SP:Iteration 7Q (2851.300000 sec): 3 clusters
  Score: Raw -267447.219026 + Penalty 2580.226616 = -264866.992410
  nChanged 28
		SP:Iteration 8Q (2851.310000 sec): 3 clusters
  Score: Raw -267456.834433 + Penalty 2580.226616 = -264876.607817
  nChanged 16
		SP:Iteration 9Q (2851.310000 sec): 3 clusters
  Score: Raw -267461.629656 + Penalty 2580.226616 = -264881.403040
  nChanged 13
		SP:Iteration 10Q (2851.320000 sec): 3 clusters
  Score: Raw -267467.115962 + Penalty 2580.226616 = -264886.889346
  nChanged 16
		SP:Iteration 11Q (2851.330000 sec): 3 clusters
  Score: Raw -267471.397068 + Penalty 2580.226616 = -264891.170452
  nChanged 13
		SP:Iteration 12Q (2851.340000 sec): 3 clusters
  Score: Raw -267475.688334 + Penalty 2580.226616 = -264895.461718
  nChanged 16
		SP:Iteration 13Q (2851.340000 sec): 3 clusters
  Score: Raw -267480.805471 + Penalty 2580.226616 = -264900.578855
  nChanged 15
		SP:Iteration 14Q (2851.350000 sec): 3 clusters
  Score: Raw -267485.231288 + Penalty 2580.226616 = -264905.004672
  nChanged 9
		SP:Iteration 15Q (2851.360000 sec): 3 clusters
  Score: Raw -267487.669933 + Penalty 2580.226616 = -264907.443317
  nChanged 12
		SP:Iteration 16Q (2851.370000 sec): 3 clusters
  Score: Raw -267492.703505 + Penalty 2580.226616 = -264912.476889
  nChanged 12
		SP:Iteration 17Q (2851.370000 sec): 3 clusters
  Score: Raw -267496.183200 + Penalty 2580.226616 = -264915.956584
  nChanged 11
		SP:Iteration 18Q (2851.380000 sec): 3 clusters
  Score: Raw -267499.078946 + Penalty 2580.226616 = -264918.852330
  nChanged 9
		SP:Iteration 19Q (2851.390000 sec): 3 clusters
  Score: Raw -267502.564454 + Penalty 2580.226616 = -264922.337838
  nChanged 15
		SP:Iteration 20F (2851.390000 sec): 3 clusters
  Score: Raw -267505.929996 + Penalty 2580.226616 = -264925.703380
  nChanged 9
		SP:Iteration 21Q (2851.400000 sec): 3 clusters
  Score: Raw -267508.482422 + Penalty 2580.226616 = -264928.255806
  nChanged 12
		SP:Iteration 22Q (2851.410000 sec): 3 clusters
  Score: Raw -267511.790058 + Penalty 2580.226616 = -264931.563442
  nChanged 11
		SP:Iteration 23Q (2851.410000 sec): 3 clusters
  Score: Raw -267515.948656 + Penalty 2580.226616 = -264935.722040
  nChanged 10
		SP:Iteration 24Q (2851.420000 sec): 3 clusters
  Score: Raw -267521.016365 + Penalty 2580.226616 = -264940.789749
  nChanged 19
		SP:Iteration 25Q (2851.430000 sec): 3 clusters
  Score: Raw -267528.769401 + Penalty 2580.226616 = -264948.542785
  nChanged 16
		SP:Iteration 26Q (2851.430000 sec): 3 clusters
  Score: Raw -267533.381805 + Penalty 2580.226616 = -264953.155189
  nChanged 19
		SP:Iteration 27Q (2851.440000 sec): 3 clusters
  Score: Raw -267539.868637 + Penalty 2580.226616 = -264959.642022
  nChanged 14
		SP:Iteration 28Q (2851.450000 sec): 3 clusters
  Score: Raw -267543.970610 + Penalty 2580.226616 = -264963.743994
  nChanged 14
		SP:Iteration 29Q (2851.460000 sec): 3 clusters
  Score: Raw -267548.966771 + Penalty 2580.226616 = -264968.740155
  nChanged 20
		SP:Iteration 30Q (2851.460000 sec): 3 clusters
  Score: Raw -267555.282040 + Penalty 2580.226616 = -264975.055424
  nChanged 24
		SP:Iteration 31Q (2851.470000 sec): 3 clusters
  Score: Raw -267563.912061 + Penalty 2580.226616 = -264983.685445
  nChanged 19
		SP:Iteration 32Q (2851.480000 sec): 3 clusters
  Score: Raw -267570.300311 + Penalty 2580.226616 = -264990.073695
  nChanged 18
		SP:Iteration 33Q (2851.490000 sec): 3 clusters
  Score: Raw -267575.735561 + Penalty 2580.226616 = -264995.508946
  nChanged 11
		SP:Iteration 34Q (2851.490000 sec): 3 clusters
  Score: Raw -267579.707975 + Penalty 2580.226616 = -264999.481359
  nChanged 16
		SP:Iteration 35Q (2851.500000 sec): 3 clusters
  Score: Raw -267585.061276 + Penalty 2580.226616 = -265004.834661
  nChanged 21
		SP:Iteration 36Q (2851.510000 sec): 3 clusters
  Score: Raw -267594.624626 + Penalty 2580.226616 = -265014.398011
  nChanged 33
		SP:Iteration 37Q (2851.510000 sec): 3 clusters
  Score: Raw -267606.212057 + Penalty 2580.226616 = -265025.985441
  nChanged 30
		SP:Iteration 38Q (2851.520000 sec): 3 clusters
  Score: Raw -267616.528738 + Penalty 2580.226616 = -265036.302122
  nChanged 32
		SP:Iteration 39Q (2851.530000 sec): 3 clusters
  Score: Raw -267631.724487 + Penalty 2580.226616 = -265051.497871
  nChanged 33
		SP:Iteration 40F (2851.530000 sec): 3 clusters
  Score: Raw -267647.813160 + Penalty 2580.226616 = -265067.586544
  nChanged 41
		SP:Iteration 41Q (2851.540000 sec): 3 clusters
  Score: Raw -267668.507005 + Penalty 2580.226616 = -265088.280389
  nChanged 36
		SP:Iteration 42Q (2851.550000 sec): 3 clusters
  Score: Raw -267688.586793 + Penalty 2580.226616 = -265108.360177
  nChanged 45
		SP:Iteration 43Q (2851.550000 sec): 3 clusters
  Score: Raw -267715.095770 + Penalty 2580.226616 = -265134.869154
  nChanged 54
		SP:Iteration 44Q (2851.560000 sec): 3 clusters
  Score: Raw -267746.664648 + Penalty 2580.226616 = -265166.438032
  nChanged 45
		SP:Iteration 45Q (2851.570000 sec): 3 clusters
  Score: Raw -267771.467813 + Penalty 2580.226616 = -265191.241197
  nChanged 28
		SP:Iteration 46Q (2851.570000 sec): 3 clusters
  Score: Raw -267788.611055 + Penalty 2580.226616 = -265208.384439
  nChanged 33
		SP:Iteration 47Q (2851.580000 sec): 3 clusters
  Score: Raw -267805.181379 + Penalty 2580.226616 = -265224.954763
  nChanged 28
		SP:Iteration 48Q (2851.590000 sec): 3 clusters
  Score: Raw -267819.234385 + Penalty 2580.226616 = -265239.007769
  nChanged 23
		SP:Iteration 49Q (2851.590000 sec): 3 clusters
  Score: Raw -267833.045083 + Penalty 2580.226616 = -265252.818467
  nChanged 24
		SP:Iteration 50Q (2851.600000 sec): 3 clusters
  Score: Raw -267844.472742 + Penalty 2580.226616 = -265264.246126
  nChanged 19
		SP:Iteration 51Q (2851.610000 sec): 3 clusters
  Score: Raw -267857.381945 + Penalty 2580.226616 = -265277.155329
  nChanged 22
		SP:Iteration 52Q (2851.620000 sec): 3 clusters
  Score: Raw -267870.998562 + Penalty 2580.226616 = -265290.771946
  nChanged 28
		SP:Iteration 53Q (2851.620000 sec): 3 clusters
  Score: Raw -267885.278670 + Penalty 2580.226616 = -265305.052054
  nChanged 28
		SP:Iteration 54Q (2851.630000 sec): 3 clusters
  Score: Raw -267901.589312 + Penalty 2580.226616 = -265321.362696
  nChanged 22
		SP:Iteration 55Q (2851.640000 sec): 3 clusters
  Score: Raw -267912.886592 + Penalty 2580.226616 = -265332.659976
  nChanged 15
		SP:Iteration 56Q (2851.640000 sec): 3 clusters
  Score: Raw -267921.290871 + Penalty 2580.226616 = -265341.064255
  nChanged 16
		SP:Iteration 57Q (2851.650000 sec): 3 clusters
  Score: Raw -267928.160920 + Penalty 2580.226616 = -265347.934304
  nChanged 9
		SP:Iteration 58Q (2851.660000 sec): 3 clusters
  Score: Raw -267931.394451 + Penalty 2580.226616 = -265351.167835
  nChanged 6
		SP:Iteration 59Q (2851.660000 sec): 3 clusters
  Score: Raw -267934.592770 + Penalty 2580.226616 = -265354.366154
  nChanged 8
		SP:Iteration 60F (2851.670000 sec): 3 clusters
  Score: Raw -267940.028330 + Penalty 2580.226616 = -265359.801714
  nChanged 15
		SP:Iteration 61Q (2851.680000 sec): 3 clusters
  Score: Raw -267946.478883 + Penalty 2580.226616 = -265366.252268
  nChanged 10
		SP:Iteration 62Q (2851.690000 sec): 3 clusters
  Score: Raw -267951.369282 + Penalty 2580.226616 = -265371.142666
  nChanged 10
		SP:Iteration 63Q (2851.690000 sec): 3 clusters
  Score: Raw -267955.369643 + Penalty 2580.226616 = -265375.143027
  nChanged 5
		SP:Iteration 64Q (2851.700000 sec): 3 clusters
  Score: Raw -267956.739413 + Penalty 2580.226616 = -265376.512797
  nChanged 3
		SP:Iteration 65Q (2851.700000 sec): 3 clusters
  Score: Raw -267958.173695 + Penalty 2580.226616 = -265377.947079
  nChanged 5
		SP:Iteration 66Q (2851.710000 sec): 3 clusters
  Score: Raw -267960.769927 + Penalty 2580.226616 = -265380.543311
  nChanged 5
		SP:Iteration 67Q (2851.720000 sec): 3 clusters
  Score: Raw -267962.985974 + Penalty 2580.226616 = -265382.759358
  nChanged 5
		SP:Iteration 68Q (2851.720000 sec): 3 clusters
  Score: Raw -267965.346463 + Penalty 2580.226616 = -265385.119847
  nChanged 4
		SP:Iteration 69Q (2851.730000 sec): 3 clusters
  Score: Raw -267966.246626 + Penalty 2580.226616 = -265386.020010
  nChanged 1
		SP:Iteration 70Q (2851.740000 sec): 3 clusters
  Score: Raw -267966.942728 + Penalty 2580.226616 = -265386.716112
  nChanged 3
		SP:Iteration 71Q (2851.740000 sec): 3 clusters
  Score: Raw -267968.550116 + Penalty 2580.226616 = -265388.323500
  nChanged 3
		SP:Iteration 72Q (2851.750000 sec): 3 clusters
  Score: Raw -267969.885451 + Penalty 2580.226616 = -265389.658835
  nChanged 0
		SP:Iteration 73F (2851.760000 sec): 3 clusters
  Score: Raw -267969.885451 + Penalty 2580.226616 = -265389.658835
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 94 (4151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2851.770000 sec): 2 clusters
  Score: Raw -391827.146565 + Penalty 1353.804489 = -390473.342076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2851.780000 sec): 3 clusters
  Score: Raw -389717.697412 + Penalty 2707.608978 = -387010.088434
  nChanged 1638
		SP:Iteration 1F (2851.790000 sec): 3 clusters
  Score: Raw -390646.320629 + Penalty 2707.608978 = -387938.711651
  nChanged 305
		SP:Iteration 2F (2851.800000 sec): 3 clusters
  Score: Raw -390836.030518 + Penalty 2707.608978 = -388128.421540
  nChanged 245
		SP:Iteration 3F (2851.810000 sec): 3 clusters
  Score: Raw -390976.333175 + Penalty 2707.608978 = -388268.724197
  nChanged 199
		SP:Iteration 4Q (2851.820000 sec): 3 clusters
  Score: Raw -391099.925663 + Penalty 2707.608978 = -388392.316685
  nChanged 184
		SP:Iteration 5Q (2851.830000 sec): 3 clusters
  Score: Raw -391214.803955 + Penalty 2707.608978 = -388507.194977
  nChanged 153
		SP:Iteration 6Q (2851.850000 sec): 3 clusters
  Score: Raw -391312.377981 + Penalty 2707.608978 = -388604.769003
  nChanged 137
		SP:Iteration 7Q (2851.850000 sec): 3 clusters
  Score: Raw -391399.500872 + Penalty 2707.608978 = -388691.891893
  nChanged 127
		SP:Iteration 8Q (2851.870000 sec): 3 clusters
  Score: Raw -391473.044188 + Penalty 2707.608978 = -388765.435210
  nChanged 114
		SP:Iteration 9Q (2851.870000 sec): 3 clusters
  Score: Raw -391537.016189 + Penalty 2707.608978 = -388829.407211
  nChanged 117
		SP:Iteration 10Q (2851.890000 sec): 3 clusters
  Score: Raw -391590.805033 + Penalty 2707.608978 = -388883.196055
  nChanged 86
		SP:Iteration 11Q (2851.890000 sec): 3 clusters
  Score: Raw -391625.758200 + Penalty 2707.608978 = -388918.149222
  nChanged 61
		SP:Iteration 12Q (2851.910000 sec): 3 clusters
  Score: Raw -391655.941821 + Penalty 2707.608978 = -388948.332843
  nChanged 59
		SP:Iteration 13Q (2851.920000 sec): 3 clusters
  Score: Raw -391683.098042 + Penalty 2707.608978 = -388975.489064
  nChanged 61
		SP:Iteration 14Q (2851.930000 sec): 3 clusters
  Score: Raw -391714.163200 + Penalty 2707.608978 = -389006.554221
  nChanged 67
		SP:Iteration 15Q (2851.940000 sec): 3 clusters
  Score: Raw -391748.139947 + Penalty 2707.608978 = -389040.530969
  nChanged 66
		SP:Iteration 16Q (2851.950000 sec): 3 clusters
  Score: Raw -391776.440053 + Penalty 2707.608978 = -389068.831075
  nChanged 51
		SP:Iteration 17Q (2851.960000 sec): 3 clusters
  Score: Raw -391801.330171 + Penalty 2707.608978 = -389093.721193
  nChanged 59
		SP:Iteration 18Q (2851.970000 sec): 3 clusters
  Score: Raw -391832.190392 + Penalty 2707.608978 = -389124.581413
  nChanged 69
		SP:Iteration 19Q (2851.980000 sec): 3 clusters
  Score: Raw -391865.346263 + Penalty 2707.608978 = -389157.737285
  nChanged 51
		SP:Iteration 20F (2851.990000 sec): 3 clusters
  Score: Raw -391892.009339 + Penalty 2707.608978 = -389184.400361
  nChanged 44
		SP:Iteration 21Q (2852.000000 sec): 3 clusters
  Score: Raw -391912.553614 + Penalty 2707.608978 = -389204.944636
  nChanged 47
		SP:Iteration 22Q (2852.010000 sec): 3 clusters
  Score: Raw -391934.329415 + Penalty 2707.608978 = -389226.720437
  nChanged 56
		SP:Iteration 23Q (2852.020000 sec): 3 clusters
  Score: Raw -391960.886231 + Penalty 2707.608978 = -389253.277253
  nChanged 60
		SP:Iteration 24Q (2852.030000 sec): 3 clusters
  Score: Raw -391995.157701 + Penalty 2707.608978 = -389287.548722
  nChanged 57
		SP:Iteration 25Q (2852.040000 sec): 3 clusters
  Score: Raw -392033.109618 + Penalty 2707.608978 = -389325.500640
  nChanged 56
		SP:Iteration 26Q (2852.050000 sec): 3 clusters
  Score: Raw -392072.114396 + Penalty 2707.608978 = -389364.505418
  nChanged 69
		SP:Iteration 27Q (2852.050000 sec): 3 clusters
  Score: Raw -392112.856438 + Penalty 2707.608978 = -389405.247460
  nChanged 54
		SP:Iteration 28Q (2852.070000 sec): 3 clusters
  Score: Raw -392144.352633 + Penalty 2707.608978 = -389436.743655
  nChanged 61
		SP:Iteration 29Q (2852.070000 sec): 3 clusters
  Score: Raw -392172.601757 + Penalty 2707.608978 = -389464.992779
  nChanged 40
		SP:Iteration 30Q (2852.080000 sec): 3 clusters
  Score: Raw -392187.980311 + Penalty 2707.608978 = -389480.371332
  nChanged 28
		SP:Iteration 31Q (2852.090000 sec): 3 clusters
  Score: Raw -392198.003805 + Penalty 2707.608978 = -389490.394827
  nChanged 24
		SP:Iteration 32Q (2852.100000 sec): 3 clusters
  Score: Raw -392208.380327 + Penalty 2707.608978 = -389500.771349
  nChanged 22
		SP:Iteration 33Q (2852.110000 sec): 3 clusters
  Score: Raw -392216.987064 + Penalty 2707.608978 = -389509.378086
  nChanged 27
		SP:Iteration 34Q (2852.120000 sec): 3 clusters
  Score: Raw -392230.226478 + Penalty 2707.608978 = -389522.617500
  nChanged 23
		SP:Iteration 35Q (2852.130000 sec): 3 clusters
  Score: Raw -392242.365374 + Penalty 2707.608978 = -389534.756396
  nChanged 26
		SP:Iteration 36Q (2852.140000 sec): 3 clusters
  Score: Raw -392254.911615 + Penalty 2707.608978 = -389547.302637
  nChanged 27
		SP:Iteration 37Q (2852.150000 sec): 3 clusters
  Score: Raw -392264.139325 + Penalty 2707.608978 = -389556.530347
  nChanged 17
		SP:Iteration 38Q (2852.160000 sec): 3 clusters
  Score: Raw -392268.789433 + Penalty 2707.608978 = -389561.180455
  nChanged 10
		SP:Iteration 39Q (2852.170000 sec): 3 clusters
  Score: Raw -392271.496691 + Penalty 2707.608978 = -389563.887713
  nChanged 10
		SP:Iteration 40F (2852.180000 sec): 3 clusters
  Score: Raw -392274.884390 + Penalty 2707.608978 = -389567.275411
  nChanged 9
		SP:Iteration 41Q (2852.190000 sec): 3 clusters
  Score: Raw -392277.504819 + Penalty 2707.608978 = -389569.895841
  nChanged 11
		SP:Iteration 42Q (2852.200000 sec): 3 clusters
  Score: Raw -392281.473078 + Penalty 2707.608978 = -389573.864100
  nChanged 13
		SP:Iteration 43Q (2852.210000 sec): 3 clusters
  Score: Raw -392286.143026 + Penalty 2707.608978 = -389578.534048
  nChanged 11
		SP:Iteration 44Q (2852.220000 sec): 3 clusters
  Score: Raw -392289.425940 + Penalty 2707.608978 = -389581.816962
  nChanged 10
		SP:Iteration 45Q (2852.230000 sec): 3 clusters
  Score: Raw -392291.453856 + Penalty 2707.608978 = -389583.844878
  nChanged 6
		SP:Iteration 46Q (2852.240000 sec): 3 clusters
  Score: Raw -392292.615940 + Penalty 2707.608978 = -389585.006962
  nChanged 4
		SP:Iteration 47Q (2852.250000 sec): 3 clusters
  Score: Raw -392293.489617 + Penalty 2707.608978 = -389585.880639
  nChanged 5
		SP:Iteration 48Q (2852.260000 sec): 3 clusters
  Score: Raw -392294.803230 + Penalty 2707.608978 = -389587.194252
  nChanged 7
		SP:Iteration 49Q (2852.270000 sec): 3 clusters
  Score: Raw -392296.416158 + Penalty 2707.608978 = -389588.807180
  nChanged 11
		SP:Iteration 50Q (2852.280000 sec): 3 clusters
  Score: Raw -392298.266195 + Penalty 2707.608978 = -389590.657217
  nChanged 5
		SP:Iteration 51Q (2852.290000 sec): 3 clusters
  Score: Raw -392299.633213 + Penalty 2707.608978 = -389592.024235
  nChanged 5
		SP:Iteration 52Q (2852.300000 sec): 3 clusters
  Score: Raw -392300.699244 + Penalty 2707.608978 = -389593.090266
  nChanged 3
		SP:Iteration 53Q (2852.300000 sec): 3 clusters
  Score: Raw -392300.966155 + Penalty 2707.608978 = -389593.357177
  nChanged 1
		SP:Iteration 54Q (2852.320000 sec): 3 clusters
  Score: Raw -392301.087656 + Penalty 2707.608978 = -389593.478678
  nChanged 3
		SP:Iteration 55Q (2852.320000 sec): 3 clusters
  Score: Raw -392301.877095 + Penalty 2707.608978 = -389594.268117
  nChanged 1
		SP:Iteration 56Q (2852.330000 sec): 3 clusters
  Score: Raw -392301.972055 + Penalty 2707.608978 = -389594.363076
  nChanged 1
		SP:Iteration 57Q (2852.340000 sec): 3 clusters
  Score: Raw -392302.254258 + Penalty 2707.608978 = -389594.645280
  nChanged 0
		SP:Iteration 58F (2852.350000 sec): 3 clusters
  Score: Raw -392302.254258 + Penalty 2707.608978 = -389594.645280
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 95 (2124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2852.360000 sec): 2 clusters
  Score: Raw -199238.869526 + Penalty 1244.921662 = -197993.947864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2852.370000 sec): 3 clusters
  Score: Raw -198307.778514 + Penalty 2489.843324 = -195817.935190
  nChanged 795
		SP:Iteration 1F (2852.370000 sec): 3 clusters
  Score: Raw -198813.251335 + Penalty 2489.843324 = -196323.408011
  nChanged 184
		SP:Iteration 2F (2852.380000 sec): 3 clusters
  Score: Raw -198974.302161 + Penalty 2489.843324 = -196484.458837
  nChanged 142
		SP:Iteration 3F (2852.380000 sec): 3 clusters
  Score: Raw -199107.495345 + Penalty 2489.843324 = -196617.652021
  nChanged 115
		SP:Iteration 4F (2852.390000 sec): 3 clusters
  Score: Raw -199209.465063 + Penalty 2489.843324 = -196719.621739
  nChanged 92
		SP:Iteration 5Q (2852.400000 sec): 3 clusters
  Score: Raw -199309.813696 + Penalty 2489.843324 = -196819.970372
  nChanged 82
		SP:Iteration 6Q (2852.400000 sec): 3 clusters
  Score: Raw -199396.719655 + Penalty 2489.843324 = -196906.876331
  nChanged 75
		SP:Iteration 7Q (2852.400000 sec): 3 clusters
  Score: Raw -199473.450785 + Penalty 2489.843324 = -196983.607460
  nChanged 71
		SP:Iteration 8Q (2852.410000 sec): 3 clusters
  Score: Raw -199536.861613 + Penalty 2489.843324 = -197047.018289
  nChanged 61
		SP:Iteration 9Q (2852.420000 sec): 3 clusters
  Score: Raw -199583.400365 + Penalty 2489.843324 = -197093.557041
  nChanged 36
		SP:Iteration 10Q (2852.420000 sec): 3 clusters
  Score: Raw -199605.303835 + Penalty 2489.843324 = -197115.460511
  nChanged 23
		SP:Iteration 11Q (2852.420000 sec): 3 clusters
  Score: Raw -199623.119829 + Penalty 2489.843324 = -197133.276504
  nChanged 20
		SP:Iteration 12Q (2852.430000 sec): 3 clusters
  Score: Raw -199632.533904 + Penalty 2489.843324 = -197142.690580
  nChanged 15
		SP:Iteration 13Q (2852.440000 sec): 3 clusters
  Score: Raw -199640.206550 + Penalty 2489.843324 = -197150.363226
  nChanged 4
		SP:Iteration 14Q (2852.440000 sec): 3 clusters
  Score: Raw -199642.118979 + Penalty 2489.843324 = -197152.275655
  nChanged 7
		SP:Iteration 15Q (2852.440000 sec): 3 clusters
  Score: Raw -199644.929931 + Penalty 2489.843324 = -197155.086607
  nChanged 4
		SP:Iteration 16Q (2852.450000 sec): 3 clusters
  Score: Raw -199648.993990 + Penalty 2489.843324 = -197159.150665
  nChanged 7
		SP:Iteration 17Q (2852.460000 sec): 3 clusters
  Score: Raw -199654.996979 + Penalty 2489.843324 = -197165.153655
  nChanged 11
		SP:Iteration 18Q (2852.460000 sec): 3 clusters
  Score: Raw -199662.961540 + Penalty 2489.843324 = -197173.118216
  nChanged 8
		SP:Iteration 19Q (2852.470000 sec): 3 clusters
  Score: Raw -199668.443740 + Penalty 2489.843324 = -197178.600416
  nChanged 8
		SP:Iteration 20F (2852.470000 sec): 3 clusters
  Score: Raw -199674.311534 + Penalty 2489.843324 = -197184.468209
  nChanged 8
		SP:Iteration 21Q (2852.480000 sec): 3 clusters
  Score: Raw -199681.577335 + Penalty 2489.843324 = -197191.734011
  nChanged 10
		SP:Iteration 22Q (2852.480000 sec): 3 clusters
  Score: Raw -199688.286804 + Penalty 2489.843324 = -197198.443480
  nChanged 8
		SP:Iteration 23Q (2852.490000 sec): 3 clusters
  Score: Raw -199694.135404 + Penalty 2489.843324 = -197204.292080
  nChanged 9
		SP:Iteration 24Q (2852.490000 sec): 3 clusters
  Score: Raw -199701.740428 + Penalty 2489.843324 = -197211.897104
  nChanged 11
		SP:Iteration 25Q (2852.500000 sec): 3 clusters
  Score: Raw -199712.403813 + Penalty 2489.843324 = -197222.560489
  nChanged 11
		SP:Iteration 26Q (2852.500000 sec): 3 clusters
  Score: Raw -199722.344008 + Penalty 2489.843324 = -197232.500684
  nChanged 13
		SP:Iteration 27Q (2852.510000 sec): 3 clusters
  Score: Raw -199728.353689 + Penalty 2489.843324 = -197238.510365
  nChanged 5
		SP:Iteration 28Q (2852.510000 sec): 3 clusters
  Score: Raw -199730.349477 + Penalty 2489.843324 = -197240.506153
  nChanged 4
		SP:Iteration 29Q (2852.520000 sec): 3 clusters
  Score: Raw -199732.523969 + Penalty 2489.843324 = -197242.680645
  nChanged 6
		SP:Iteration 30Q (2852.520000 sec): 3 clusters
  Score: Raw -199736.130883 + Penalty 2489.843324 = -197246.287558
  nChanged 4
		SP:Iteration 31Q (2852.530000 sec): 3 clusters
  Score: Raw -199737.693257 + Penalty 2489.843324 = -197247.849932
  nChanged 4
		SP:Iteration 32Q (2852.530000 sec): 3 clusters
  Score: Raw -199739.166580 + Penalty 2489.843324 = -197249.323256
  nChanged 1
		SP:Iteration 33Q (2852.540000 sec): 3 clusters
  Score: Raw -199739.580977 + Penalty 2489.843324 = -197249.737653
  nChanged 2
		SP:Iteration 34Q (2852.540000 sec): 3 clusters
  Score: Raw -199740.425597 + Penalty 2489.843324 = -197250.582272
  nChanged 0
		SP:Iteration 35F (2852.550000 sec): 3 clusters
  Score: Raw -199740.425597 + Penalty 2489.843324 = -197250.582272
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 96 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2852.550000 sec): 2 clusters
  Score: Raw -19806.979394 + Penalty 882.979826 = -18923.999568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2852.550000 sec): 3 clusters
  Score: Raw -19959.273021 + Penalty 1765.959651 = -18193.313370
  nChanged 38
		SP:Iteration 1F (2852.550000 sec): 3 clusters
  Score: Raw -20029.258444 + Penalty 1765.959651 = -18263.298793
  nChanged 5
		SP:Iteration 2Q (2852.560000 sec): 3 clusters
  Score: Raw -20042.033992 + Penalty 1765.959651 = -18276.074341
  nChanged 4
		SP:Iteration 3Q (2852.560000 sec): 3 clusters
  Score: Raw -20067.224781 + Penalty 1765.959651 = -18301.265130
  nChanged 2
		SP:Iteration 4Q (2852.560000 sec): 3 clusters
  Score: Raw -20076.008186 + Penalty 1765.959651 = -18310.048535
  nChanged 3
		SP:Iteration 5Q (2852.560000 sec): 3 clusters
  Score: Raw -20104.437217 + Penalty 1765.959651 = -18338.477566
  nChanged 4
		SP:Iteration 6Q (2852.560000 sec): 3 clusters
  Score: Raw -20111.172562 + Penalty 1765.959651 = -18345.212911
  nChanged 1
		SP:Iteration 7Q (2852.560000 sec): 3 clusters
  Score: Raw -20114.672519 + Penalty 1765.959651 = -18348.712868
  nChanged 1
		SP:Iteration 8Q (2852.560000 sec): 3 clusters
  Score: Raw -20115.699835 + Penalty 1765.959651 = -18349.740184
  nChanged 0
		SP:Iteration 9F (2852.560000 sec): 3 clusters
  Score: Raw -20115.699835 + Penalty 1765.959651 = -18349.740184
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 97 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2852.560000 sec): 2 clusters
  Score: Raw -67824.791425 + Penalty 1056.215394 = -66768.576031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2852.560000 sec): 3 clusters
  Score: Raw -67678.148673 + Penalty 2112.430788 = -65565.717884
  nChanged 182
		SP:Iteration 1F (2852.560000 sec): 3 clusters
  Score: Raw -67848.082194 + Penalty 2112.430788 = -65735.651406
  nChanged 44
		SP:Iteration 2F (2852.560000 sec): 3 clusters
  Score: Raw -67908.719710 + Penalty 2112.430788 = -65796.288922
  nChanged 19
		SP:Iteration 3Q (2852.570000 sec): 3 clusters
  Score: Raw -67953.046822 + Penalty 2112.430788 = -65840.616034
  nChanged 23
		SP:Iteration 4Q (2852.570000 sec): 3 clusters
  Score: Raw -68002.076884 + Penalty 2112.430788 = -65889.646096
  nChanged 26
		SP:Iteration 5Q (2852.570000 sec): 3 clusters
  Score: Raw -68057.498057 + Penalty 2112.430788 = -65945.067269
  nChanged 26
		SP:Iteration 6Q (2852.570000 sec): 3 clusters
  Score: Raw -68100.503339 + Penalty 2112.430788 = -65988.072551
  nChanged 14
		SP:Iteration 7Q (2852.570000 sec): 3 clusters
  Score: Raw -68122.011466 + Penalty 2112.430788 = -66009.580678
  nChanged 6
		SP:Iteration 8Q (2852.580000 sec): 3 clusters
  Score: Raw -68129.946418 + Penalty 2112.430788 = -66017.515630
  nChanged 5
		SP:Iteration 9Q (2852.580000 sec): 3 clusters
  Score: Raw -68142.619781 + Penalty 2112.430788 = -66030.188993
  nChanged 5
		SP:Iteration 10Q (2852.580000 sec): 3 clusters
  Score: Raw -68150.225873 + Penalty 2112.430788 = -66037.795084
  nChanged 5
		SP:Iteration 11Q (2852.580000 sec): 3 clusters
  Score: Raw -68158.527964 + Penalty 2112.430788 = -66046.097175
  nChanged 2
		SP:Iteration 12Q (2852.580000 sec): 3 clusters
  Score: Raw -68160.407460 + Penalty 2112.430788 = -66047.976671
  nChanged 1
		SP:Iteration 13Q (2852.580000 sec): 3 clusters
  Score: Raw -68160.870883 + Penalty 2112.430788 = -66048.440095
  nChanged 1
		SP:Iteration 14Q (2852.580000 sec): 3 clusters
  Score: Raw -68162.611000 + Penalty 2112.430788 = -66050.180212
  nChanged 0
		SP:Iteration 15F (2852.580000 sec): 3 clusters
  Score: Raw -68162.611000 + Penalty 2112.430788 = -66050.180212
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 98 (854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2852.590000 sec): 2 clusters
  Score: Raw -80638.342506 + Penalty 1096.863819 = -79541.478687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2852.590000 sec): 3 clusters
  Score: Raw -80399.168530 + Penalty 2193.727638 = -78205.440892
  nChanged 253
		SP:Iteration 1F (2852.600000 sec): 3 clusters
  Score: Raw -80596.812312 + Penalty 2193.727638 = -78403.084674
  nChanged 45
		SP:Iteration 2F (2852.600000 sec): 3 clusters
  Score: Raw -80651.279395 + Penalty 2193.727638 = -78457.551757
  nChanged 26
		SP:Iteration 3Q (2852.600000 sec): 3 clusters
  Score: Raw -80678.695618 + Penalty 2193.727638 = -78484.967980
  nChanged 18
		SP:Iteration 4Q (2852.600000 sec): 3 clusters
  Score: Raw -80699.075813 + Penalty 2193.727638 = -78505.348175
  nChanged 21
		SP:Iteration 5Q (2852.600000 sec): 3 clusters
  Score: Raw -80724.254962 + Penalty 2193.727638 = -78530.527325
  nChanged 9
		SP:Iteration 6Q (2852.600000 sec): 3 clusters
  Score: Raw -80735.669397 + Penalty 2193.727638 = -78541.941759
  nChanged 11
		SP:Iteration 7Q (2852.610000 sec): 3 clusters
  Score: Raw -80752.260064 + Penalty 2193.727638 = -78558.532426
  nChanged 16
		SP:Iteration 8Q (2852.610000 sec): 3 clusters
  Score: Raw -80768.975337 + Penalty 2193.727638 = -78575.247699
  nChanged 11
		SP:Iteration 9Q (2852.610000 sec): 3 clusters
  Score: Raw -80777.590892 + Penalty 2193.727638 = -78583.863254
  nChanged 8
		SP:Iteration 10Q (2852.610000 sec): 3 clusters
  Score: Raw -80787.596813 + Penalty 2193.727638 = -78593.869175
  nChanged 7
		SP:Iteration 11Q (2852.620000 sec): 3 clusters
  Score: Raw -80794.847633 + Penalty 2193.727638 = -78601.119995
  nChanged 6
		SP:Iteration 12Q (2852.620000 sec): 3 clusters
  Score: Raw -80800.167842 + Penalty 2193.727638 = -78606.440204
  nChanged 4
		SP:Iteration 13Q (2852.620000 sec): 3 clusters
  Score: Raw -80808.805402 + Penalty 2193.727638 = -78615.077764
  nChanged 5
		SP:Iteration 14Q (2852.620000 sec): 3 clusters
  Score: Raw -80824.049683 + Penalty 2193.727638 = -78630.322045
  nChanged 12
		SP:Iteration 15Q (2852.620000 sec): 3 clusters
  Score: Raw -80843.522707 + Penalty 2193.727638 = -78649.795069
  nChanged 18
		SP:Iteration 16Q (2852.630000 sec): 3 clusters
  Score: Raw -80866.488512 + Penalty 2193.727638 = -78672.760874
  nChanged 15
		SP:Iteration 17Q (2852.630000 sec): 3 clusters
  Score: Raw -80882.084593 + Penalty 2193.727638 = -78688.356955
  nChanged 5
		SP:Iteration 18Q (2852.630000 sec): 3 clusters
  Score: Raw -80894.490567 + Penalty 2193.727638 = -78700.762929
  nChanged 3
		SP:Iteration 19Q (2852.630000 sec): 3 clusters
  Score: Raw -80898.491347 + Penalty 2193.727638 = -78704.763709
  nChanged 6
		SP:Iteration 20F (2852.640000 sec): 3 clusters
  Score: Raw -80903.208760 + Penalty 2193.727638 = -78709.481122
  nChanged 3
		SP:Iteration 21Q (2852.640000 sec): 3 clusters
  Score: Raw -80905.999906 + Penalty 2193.727638 = -78712.272268
  nChanged 3
		SP:Iteration 22Q (2852.640000 sec): 3 clusters
  Score: Raw -80908.505979 + Penalty 2193.727638 = -78714.778341
  nChanged 1
		SP:Iteration 23Q (2852.640000 sec): 3 clusters
  Score: Raw -80909.698563 + Penalty 2193.727638 = -78715.970925
  nChanged 2
		SP:Iteration 24Q (2852.640000 sec): 3 clusters
  Score: Raw -80910.992501 + Penalty 2193.727638 = -78717.264863
  nChanged 2
		SP:Iteration 25Q (2852.640000 sec): 3 clusters
  Score: Raw -80913.125828 + Penalty 2193.727638 = -78719.398190
  nChanged 4
		SP:Iteration 26Q (2852.650000 sec): 3 clusters
  Score: Raw -80916.820483 + Penalty 2193.727638 = -78723.092845
  nChanged 5
		SP:Iteration 27Q (2852.650000 sec): 3 clusters
  Score: Raw -80922.847276 + Penalty 2193.727638 = -78729.119638
  nChanged 4
		SP:Iteration 28Q (2852.650000 sec): 3 clusters
  Score: Raw -80927.140196 + Penalty 2193.727638 = -78733.412558
  nChanged 5
		SP:Iteration 29Q (2852.650000 sec): 3 clusters
  Score: Raw -80933.381438 + Penalty 2193.727638 = -78739.653800
  nChanged 4
		SP:Iteration 30Q (2852.660000 sec): 3 clusters
  Score: Raw -80936.971047 + Penalty 2193.727638 = -78743.243409
  nChanged 3
		SP:Iteration 31Q (2852.660000 sec): 3 clusters
  Score: Raw -80938.935374 + Penalty 2193.727638 = -78745.207736
  nChanged 2
		SP:Iteration 32Q (2852.660000 sec): 3 clusters
  Score: Raw -80940.091395 + Penalty 2193.727638 = -78746.363757
  nChanged 0
		SP:Iteration 33F (2852.660000 sec): 3 clusters
  Score: Raw -80940.091395 + Penalty 2193.727638 = -78746.363757
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 99 (20849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2852.730000 sec): 2 clusters
  Score: Raw -1984720.148481 + Penalty 1616.072455 = -1983104.076025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2852.780000 sec): 3 clusters
  Score: Raw -1972145.807715 + Penalty 3232.144911 = -1968913.662804
  nChanged 9364
		SP:Iteration 1F (2852.840000 sec): 3 clusters
  Score: Raw -1977542.274036 + Penalty 3232.144911 = -1974310.129125
  nChanged 1198
		SP:Iteration 2F (2852.890000 sec): 3 clusters
  Score: Raw -1978098.307719 + Penalty 3232.144911 = -1974866.162808
  nChanged 1223
		SP:Iteration 3F (2852.950000 sec): 3 clusters
  Score: Raw -1978781.582264 + Penalty 3232.144911 = -1975549.437353
  nChanged 1281
		SP:Iteration 4F (2853.000000 sec): 3 clusters
  Score: Raw -1979614.533184 + Penalty 3232.144911 = -1976382.388273
  nChanged 1349
		SP:Iteration 5F (2853.060000 sec): 3 clusters
  Score: Raw -1980581.841486 + Penalty 3232.144911 = -1977349.696575
  nChanged 1267
		SP:Iteration 6F (2853.110000 sec): 3 clusters
  Score: Raw -1981518.267869 + Penalty 3232.144911 = -1978286.122958
  nChanged 1089
		SP:Iteration 7F (2853.160000 sec): 3 clusters
  Score: Raw -1982264.672247 + Penalty 3232.144911 = -1979032.527337
  nChanged 910
		SP:Iteration 8Q (2853.220000 sec): 3 clusters
  Score: Raw -1982823.729340 + Penalty 3232.144911 = -1979591.584429
  nChanged 708
		SP:Iteration 9Q (2853.270000 sec): 3 clusters
  Score: Raw -1983226.072945 + Penalty 3232.144911 = -1979993.928034
  nChanged 572
		SP:Iteration 10Q (2853.320000 sec): 3 clusters
  Score: Raw -1983527.323775 + Penalty 3232.144911 = -1980295.178864
  nChanged 456
		SP:Iteration 11Q (2853.380000 sec): 3 clusters
  Score: Raw -1983782.723266 + Penalty 3232.144911 = -1980550.578355
  nChanged 392
		SP:Iteration 12Q (2853.430000 sec): 3 clusters
  Score: Raw -1983999.202296 + Penalty 3232.144911 = -1980767.057385
  nChanged 367
		SP:Iteration 13Q (2853.480000 sec): 3 clusters
  Score: Raw -1984246.163489 + Penalty 3232.144911 = -1981014.018578
  nChanged 323
		SP:Iteration 14Q (2853.520000 sec): 3 clusters
  Score: Raw -1984474.985614 + Penalty 3232.144911 = -1981242.840703
  nChanged 293
		SP:Iteration 15Q (2853.570000 sec): 3 clusters
  Score: Raw -1984700.161485 + Penalty 3232.144911 = -1981468.016574
  nChanged 263
		SP:Iteration 16Q (2853.620000 sec): 3 clusters
  Score: Raw -1984909.597575 + Penalty 3232.144911 = -1981677.452664
  nChanged 257
		SP:Iteration 17Q (2853.660000 sec): 3 clusters
  Score: Raw -1985105.143285 + Penalty 3232.144911 = -1981872.998374
  nChanged 218
		SP:Iteration 18Q (2853.710000 sec): 3 clusters
  Score: Raw -1985230.090037 + Penalty 3232.144911 = -1981997.945126
  nChanged 181
		SP:Iteration 19Q (2853.750000 sec): 3 clusters
  Score: Raw -1985318.637401 + Penalty 3232.144911 = -1982086.492490
  nChanged 136
		SP:Iteration 20F (2853.800000 sec): 3 clusters
  Score: Raw -1985377.489437 + Penalty 3232.144911 = -1982145.344526
  nChanged 115
		SP:Iteration 21Q (2853.850000 sec): 3 clusters
  Score: Raw -1985427.746366 + Penalty 3232.144911 = -1982195.601455
  nChanged 93
		SP:Iteration 22Q (2853.890000 sec): 3 clusters
  Score: Raw -1985463.568759 + Penalty 3232.144911 = -1982231.423848
  nChanged 88
		SP:Iteration 23Q (2853.940000 sec): 3 clusters
  Score: Raw -1985494.815851 + Penalty 3232.144911 = -1982262.670940
  nChanged 70
		SP:Iteration 24Q (2853.980000 sec): 3 clusters
  Score: Raw -1985518.212985 + Penalty 3232.144911 = -1982286.068074
  nChanged 58
		SP:Iteration 25Q (2854.020000 sec): 3 clusters
  Score: Raw -1985536.732355 + Penalty 3232.144911 = -1982304.587444
  nChanged 44
		SP:Iteration 26Q (2854.070000 sec): 3 clusters
  Score: Raw -1985551.035540 + Penalty 3232.144911 = -1982318.890629
  nChanged 42
		SP:Iteration 27Q (2854.110000 sec): 3 clusters
  Score: Raw -1985563.456116 + Penalty 3232.144911 = -1982331.311205
  nChanged 36
		SP:Iteration 28Q (2854.150000 sec): 3 clusters
  Score: Raw -1985572.404219 + Penalty 3232.144911 = -1982340.259308
  nChanged 24
		SP:Iteration 29Q (2854.190000 sec): 3 clusters
  Score: Raw -1985578.530642 + Penalty 3232.144911 = -1982346.385732
  nChanged 21
		SP:Iteration 30Q (2854.240000 sec): 3 clusters
  Score: Raw -1985583.092147 + Penalty 3232.144911 = -1982350.947236
  nChanged 22
		SP:Iteration 31Q (2854.280000 sec): 3 clusters
  Score: Raw -1985587.471178 + Penalty 3232.144911 = -1982355.326267
  nChanged 20
		SP:Iteration 32Q (2854.320000 sec): 3 clusters
  Score: Raw -1985591.271108 + Penalty 3232.144911 = -1982359.126197
  nChanged 14
		SP:Iteration 33Q (2854.370000 sec): 3 clusters
  Score: Raw -1985593.652509 + Penalty 3232.144911 = -1982361.507598
  nChanged 9
		SP:Iteration 34Q (2854.410000 sec): 3 clusters
  Score: Raw -1985595.167276 + Penalty 3232.144911 = -1982363.022365
  nChanged 5
		SP:Iteration 35Q (2854.450000 sec): 3 clusters
  Score: Raw -1985596.236072 + Penalty 3232.144911 = -1982364.091161
  nChanged 4
		SP:Iteration 36Q (2854.500000 sec): 3 clusters
  Score: Raw -1985596.960719 + Penalty 3232.144911 = -1982364.815808
  nChanged 3
		SP:Iteration 37Q (2854.550000 sec): 3 clusters
  Score: Raw -1985597.395855 + Penalty 3232.144911 = -1982365.250944
  nChanged 4
		SP:Iteration 38Q (2854.590000 sec): 3 clusters
  Score: Raw -1985598.044592 + Penalty 3232.144911 = -1982365.899681
  nChanged 1
		SP:Iteration 39Q (2854.630000 sec): 3 clusters
  Score: Raw -1985598.289790 + Penalty 3232.144911 = -1982366.144879
  nChanged 4
		SP:Iteration 40F (2854.690000 sec): 3 clusters
  Score: Raw -1985598.930593 + Penalty 3232.144911 = -1982366.785682
  nChanged 4
		SP:Iteration 41Q (2854.740000 sec): 3 clusters
  Score: Raw -1985599.431360 + Penalty 3232.144911 = -1982367.286449
  nChanged 3
		SP:Iteration 42Q (2854.780000 sec): 3 clusters
  Score: Raw -1985599.839199 + Penalty 3232.144911 = -1982367.694288
  nChanged 3
		SP:Iteration 43Q (2854.830000 sec): 3 clusters
  Score: Raw -1985600.396595 + Penalty 3232.144911 = -1982368.251684
  nChanged 5
		SP:Iteration 44Q (2854.870000 sec): 3 clusters
  Score: Raw -1985601.203808 + Penalty 3232.144911 = -1982369.058897
  nChanged 2
		SP:Iteration 45Q (2854.920000 sec): 3 clusters
  Score: Raw -1985601.480745 + Penalty 3232.144911 = -1982369.335834
  nChanged 5
		SP:Iteration 46Q (2854.970000 sec): 3 clusters
  Score: Raw -1985602.543462 + Penalty 3232.144911 = -1982370.398551
  nChanged 6
		SP:Iteration 47Q (2855.010000 sec): 3 clusters
  Score: Raw -1985603.620619 + Penalty 3232.144911 = -1982371.475708
  nChanged 3
		SP:Iteration 48Q (2855.060000 sec): 3 clusters
  Score: Raw -1985604.989425 + Penalty 3232.144911 = -1982372.844514
  nChanged 5
		SP:Iteration 49Q (2855.100000 sec): 3 clusters
  Score: Raw -1985606.410826 + Penalty 3232.144911 = -1982374.265915
  nChanged 5
		SP:Iteration 50Q (2855.150000 sec): 3 clusters
  Score: Raw -1985607.973640 + Penalty 3232.144911 = -1982375.828729
  nChanged 3
		SP:Iteration 51Q (2855.190000 sec): 3 clusters
  Score: Raw -1985608.904785 + Penalty 3232.144911 = -1982376.759874
  nChanged 5
		SP:Iteration 52Q (2855.240000 sec): 3 clusters
  Score: Raw -1985609.504432 + Penalty 3232.144911 = -1982377.359521
  nChanged 1
		SP:Iteration 53Q (2855.280000 sec): 3 clusters
  Score: Raw -1985609.638123 + Penalty 3232.144911 = -1982377.493212
  nChanged 1
		SP:Iteration 54Q (2855.320000 sec): 3 clusters
  Score: Raw -1985609.689614 + Penalty 3232.144911 = -1982377.544703
  nChanged 0
		SP:Iteration 55F (2855.380000 sec): 3 clusters
  Score: Raw -1985609.689614 + Penalty 3232.144911 = -1982377.544703
  nChanged 0
Iteration 219Q (2864.100000 sec): 102 clusters
  Score: Raw -92201774.078047 + Penalty 226020.217777 = -91975753.860270
  nChanged 593
Iteration 220F (2948.860000 sec): 102 clusters
  Score: Raw -92202325.147192 + Penalty 226020.217777 = -91976304.929414
  nChanged 800
Iteration 221Q (2957.200000 sec): 102 clusters
  Score: Raw -92202694.005437 + Penalty 226020.217777 = -91976673.787659
  nChanged 661
Iteration 222Q (2965.560000 sec): 102 clusters
  Score: Raw -92202902.015100 + Penalty 226020.217777 = -91976881.797322
  nChanged 580
Iteration 223Q (2973.800000 sec): 102 clusters
  Score: Raw -92203048.081680 + Penalty 226020.217777 = -91977027.863902
  nChanged 460
Iteration 224Q (2982.030000 sec): 102 clusters
  Score: Raw -92203155.285415 + Penalty 226020.217777 = -91977135.067638
  nChanged 414
Iteration 225Q (2990.300000 sec): 102 clusters
  Score: Raw -92203252.449217 + Penalty 226020.217777 = -91977232.231440
  nChanged 333
Iteration 226Q (2998.540000 sec): 102 clusters
  Score: Raw -92203313.336609 + Penalty 226020.217777 = -91977293.118831
  nChanged 313
Iteration 227Q (3006.820000 sec): 102 clusters
  Score: Raw -92203366.955392 + Penalty 226020.217777 = -91977346.737615
  nChanged 263
Iteration 228Q (3015.070000 sec): 102 clusters
  Score: Raw -92203405.858455 + Penalty 226020.217777 = -91977385.640678
  nChanged 216
Iteration 229Q (3023.270000 sec): 102 clusters
  Score: Raw -92203433.870345 + Penalty 226020.217777 = -91977413.652568
  nChanged 202
Iteration 230Q (3031.440000 sec): 102 clusters
  Score: Raw -92203461.447978 + Penalty 226020.217777 = -91977441.230200
  nChanged 198
Iteration 231Q (3039.620000 sec): 102 clusters
  Score: Raw -92203488.121364 + Penalty 226020.217777 = -91977467.903586
  nChanged 182
Iteration 232Q (3047.930000 sec): 102 clusters
  Score: Raw -92203517.112419 + Penalty 226020.217777 = -91977496.894641
  nChanged 189
Iteration 233Q (3056.290000 sec): 102 clusters
  Score: Raw -92203544.861112 + Penalty 226020.217777 = -91977524.643334
  nChanged 171
Iteration 234Q (3064.670000 sec): 102 clusters
  Score: Raw -92203569.995254 + Penalty 226020.217777 = -91977549.777477
  nChanged 162
Iteration 235Q (3073.030000 sec): 102 clusters
  Score: Raw -92203593.122713 + Penalty 226020.217777 = -91977572.904935
  nChanged 138
Iteration 236Q (3081.400000 sec): 102 clusters
  Score: Raw -92203611.073322 + Penalty 226020.217777 = -91977590.855545
  nChanged 123
Iteration 237Q (3089.760000 sec): 102 clusters
  Score: Raw -92203625.976772 + Penalty 226020.217777 = -91977605.758995
  nChanged 113
Iteration 238Q (3098.080000 sec): 102 clusters
  Score: Raw -92203639.238962 + Penalty 226020.217777 = -91977619.021184
  nChanged 108
Iteration 239Q (3106.390000 sec): 102 clusters
  Score: Raw -92203651.606114 + Penalty 226020.217777 = -91977631.388336
  nChanged 106
Iteration 240F (3191.190000 sec): 102 clusters
  Score: Raw -92203691.289065 + Penalty 226020.217777 = -91977671.071287
  nChanged 88
Iteration 241Q (3199.440000 sec): 102 clusters
  Score: Raw -92203715.581714 + Penalty 226020.217777 = -91977695.363936
  nChanged 90
Iteration 242Q (3207.620000 sec): 102 clusters
  Score: Raw -92203724.234657 + Penalty 226020.217777 = -91977704.016879
  nChanged 71
Iteration 243Q (3215.820000 sec): 102 clusters
  Score: Raw -92203732.199446 + Penalty 226020.217777 = -91977711.981669
  nChanged 63
Iteration 244Q (3224.070000 sec): 102 clusters
  Score: Raw -92203738.805409 + Penalty 226020.217777 = -91977718.587632
  nChanged 53
Iteration 245Q (3232.250000 sec): 102 clusters
  Score: Raw -92203744.487318 + Penalty 226020.217777 = -91977724.269541
  nChanged 46
Iteration 246Q (3240.470000 sec): 102 clusters
  Score: Raw -92203748.902015 + Penalty 226020.217777 = -91977728.684237
  nChanged 40
Iteration 247Q (3248.730000 sec): 102 clusters
  Score: Raw -92203753.423477 + Penalty 226020.217777 = -91977733.205699
  nChanged 40
Iteration 248Q (3257.000000 sec): 102 clusters
  Score: Raw -92203758.883912 + Penalty 226020.217777 = -91977738.666135
  nChanged 37
Iteration 249Q (3265.300000 sec): 102 clusters
  Score: Raw -92203763.857644 + Penalty 226020.217777 = -91977743.639867
  nChanged 37
Iteration 250Q (3273.650000 sec): 102 clusters
  Score: Raw -92203768.079832 + Penalty 226020.217777 = -91977747.862054
  nChanged 42
Iteration 251Q (3281.990000 sec): 102 clusters
  Score: Raw -92203771.975376 + Penalty 226020.217777 = -91977751.757598
  nChanged 40
Iteration 252Q (3290.300000 sec): 102 clusters
  Score: Raw -92203775.264273 + Penalty 226020.217777 = -91977755.046496
  nChanged 42
Iteration 253Q (3298.610000 sec): 102 clusters
  Score: Raw -92203778.396939 + Penalty 226020.217777 = -91977758.179161
  nChanged 27
Iteration 254Q (3306.930000 sec): 102 clusters
  Score: Raw -92203781.270800 + Penalty 226020.217777 = -91977761.053023
  nChanged 26
Iteration 255Q (3315.270000 sec): 102 clusters
  Score: Raw -92203783.960518 + Penalty 226020.217777 = -91977763.742740
  nChanged 27
Iteration 256Q (3323.600000 sec): 102 clusters
  Score: Raw -92203785.736487 + Penalty 226020.217777 = -91977765.518710
  nChanged 27
Iteration 257Q (3331.990000 sec): 102 clusters
  Score: Raw -92203789.687306 + Penalty 226020.217777 = -91977769.469529
  nChanged 27
Iteration 258Q (3340.370000 sec): 102 clusters
  Score: Raw -92203792.682308 + Penalty 226020.217777 = -91977772.464531
  nChanged 28
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92203792.682308 + Penalty 226020.217777 = -91977772.464531
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (1672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3340.540000 sec): 2 clusters
  Score: Raw -165231.830387 + Penalty 1206.038566 = -164025.791821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3340.550000 sec): 3 clusters
  Score: Raw -164561.900991 + Penalty 2412.077133 = -162149.823858
  nChanged 579
		SP:Iteration 1F (3340.550000 sec): 3 clusters
  Score: Raw -164942.056169 + Penalty 2412.077133 = -162529.979036
  nChanged 133
		SP:Iteration 2F (3340.560000 sec): 3 clusters
  Score: Raw -165083.613286 + Penalty 2412.077133 = -162671.536153
  nChanged 121
		SP:Iteration 3F (3340.560000 sec): 3 clusters
  Score: Raw -165219.616117 + Penalty 2412.077133 = -162807.538984
  nChanged 105
		SP:Iteration 4F (3340.560000 sec): 3 clusters
  Score: Raw -165351.369007 + Penalty 2412.077133 = -162939.291874
  nChanged 75
		SP:Iteration 5Q (3340.570000 sec): 3 clusters
  Score: Raw -165425.949012 + Penalty 2412.077133 = -163013.871879
  nChanged 40
		SP:Iteration 6Q (3340.570000 sec): 3 clusters
  Score: Raw -165463.217337 + Penalty 2412.077133 = -163051.140204
  nChanged 38
		SP:Iteration 7Q (3340.580000 sec): 3 clusters
  Score: Raw -165490.783402 + Penalty 2412.077133 = -163078.706269
  nChanged 23
		SP:Iteration 8Q (3340.580000 sec): 3 clusters
  Score: Raw -165506.690400 + Penalty 2412.077133 = -163094.613267
  nChanged 21
		SP:Iteration 9Q (3340.580000 sec): 3 clusters
  Score: Raw -165522.298922 + Penalty 2412.077133 = -163110.221789
  nChanged 19
		SP:Iteration 10Q (3340.590000 sec): 3 clusters
  Score: Raw -165535.901195 + Penalty 2412.077133 = -163123.824062
  nChanged 19
		SP:Iteration 11Q (3340.590000 sec): 3 clusters
  Score: Raw -165547.183559 + Penalty 2412.077133 = -163135.106426
  nChanged 10
		SP:Iteration 12Q (3340.600000 sec): 3 clusters
  Score: Raw -165555.466914 + Penalty 2412.077133 = -163143.389782
  nChanged 11
		SP:Iteration 13Q (3340.600000 sec): 3 clusters
  Score: Raw -165563.441365 + Penalty 2412.077133 = -163151.364232
  nChanged 6
		SP:Iteration 14Q (3340.600000 sec): 3 clusters
  Score: Raw -165567.199245 + Penalty 2412.077133 = -163155.122112
  nChanged 3
		SP:Iteration 15Q (3340.610000 sec): 3 clusters
  Score: Raw -165568.418397 + Penalty 2412.077133 = -163156.341264
  nChanged 3
		SP:Iteration 16Q (3340.610000 sec): 3 clusters
  Score: Raw -165569.469045 + Penalty 2412.077133 = -163157.391912
  nChanged 3
		SP:Iteration 17Q (3340.620000 sec): 3 clusters
  Score: Raw -165571.603412 + Penalty 2412.077133 = -163159.526279
  nChanged 6
		SP:Iteration 18Q (3340.620000 sec): 3 clusters
  Score: Raw -165576.742405 + Penalty 2412.077133 = -163164.665272
  nChanged 6
		SP:Iteration 19Q (3340.620000 sec): 3 clusters
  Score: Raw -165580.424173 + Penalty 2412.077133 = -163168.347040
  nChanged 6
		SP:Iteration 20F (3340.630000 sec): 3 clusters
  Score: Raw -165584.287093 + Penalty 2412.077133 = -163172.209960
  nChanged 3
		SP:Iteration 21Q (3340.630000 sec): 3 clusters
  Score: Raw -165585.597752 + Penalty 2412.077133 = -163173.520619
  nChanged 3
		SP:Iteration 22Q (3340.640000 sec): 3 clusters
  Score: Raw -165587.873106 + Penalty 2412.077133 = -163175.795973
  nChanged 2
		SP:Iteration 23Q (3340.640000 sec): 3 clusters
  Score: Raw -165589.406354 + Penalty 2412.077133 = -163177.329221
  nChanged 3
		SP:Iteration 24Q (3340.640000 sec): 3 clusters
  Score: Raw -165590.837950 + Penalty 2412.077133 = -163178.760817
  nChanged 5
		SP:Iteration 25Q (3340.650000 sec): 3 clusters
  Score: Raw -165592.242972 + Penalty 2412.077133 = -163180.165840
  nChanged 0
		SP:Iteration 26F (3340.650000 sec): 3 clusters
  Score: Raw -165592.242972 + Penalty 2412.077133 = -163180.165840
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 2 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3340.660000 sec): 2 clusters
  Score: Raw -153392.528879 + Penalty 1194.250009 = -152198.278870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3340.660000 sec): 3 clusters
  Score: Raw -152766.193916 + Penalty 2388.500018 = -150377.693898
  nChanged 520
		SP:Iteration 1F (3340.670000 sec): 3 clusters
  Score: Raw -153190.252762 + Penalty 2388.500018 = -150801.752744
  nChanged 119
		SP:Iteration 2F (3340.670000 sec): 3 clusters
  Score: Raw -153302.938635 + Penalty 2388.500018 = -150914.438617
  nChanged 72
		SP:Iteration 3Q (3340.680000 sec): 3 clusters
  Score: Raw -153371.703994 + Penalty 2388.500018 = -150983.203976
  nChanged 47
		SP:Iteration 4Q (3340.680000 sec): 3 clusters
  Score: Raw -153406.749949 + Penalty 2388.500018 = -151018.249931
  nChanged 30
		SP:Iteration 5Q (3340.680000 sec): 3 clusters
  Score: Raw -153433.010875 + Penalty 2388.500018 = -151044.510857
  nChanged 32
		SP:Iteration 6Q (3340.690000 sec): 3 clusters
  Score: Raw -153459.590399 + Penalty 2388.500018 = -151071.090381
  nChanged 26
		SP:Iteration 7Q (3340.690000 sec): 3 clusters
  Score: Raw -153478.616418 + Penalty 2388.500018 = -151090.116400
  nChanged 22
		SP:Iteration 8Q (3340.700000 sec): 3 clusters
  Score: Raw -153492.943684 + Penalty 2388.500018 = -151104.443666
  nChanged 26
		SP:Iteration 9Q (3340.700000 sec): 3 clusters
  Score: Raw -153514.412029 + Penalty 2388.500018 = -151125.912011
  nChanged 25
		SP:Iteration 10Q (3340.700000 sec): 3 clusters
  Score: Raw -153534.530869 + Penalty 2388.500018 = -151146.030851
  nChanged 22
		SP:Iteration 11Q (3340.710000 sec): 3 clusters
  Score: Raw -153559.223236 + Penalty 2388.500018 = -151170.723218
  nChanged 25
		SP:Iteration 12Q (3340.710000 sec): 3 clusters
  Score: Raw -153574.975054 + Penalty 2388.500018 = -151186.475036
  nChanged 12
		SP:Iteration 13Q (3340.720000 sec): 3 clusters
  Score: Raw -153583.090254 + Penalty 2388.500018 = -151194.590236
  nChanged 12
		SP:Iteration 14Q (3340.720000 sec): 3 clusters
  Score: Raw -153592.674782 + Penalty 2388.500018 = -151204.174764
  nChanged 17
		SP:Iteration 15Q (3340.720000 sec): 3 clusters
  Score: Raw -153606.146449 + Penalty 2388.500018 = -151217.646431
  nChanged 21
		SP:Iteration 16Q (3340.720000 sec): 3 clusters
  Score: Raw -153627.434980 + Penalty 2388.500018 = -151238.934962
  nChanged 26
		SP:Iteration 17Q (3340.730000 sec): 3 clusters
  Score: Raw -153656.801408 + Penalty 2388.500018 = -151268.301390
  nChanged 23
		SP:Iteration 18Q (3340.730000 sec): 3 clusters
  Score: Raw -153683.709513 + Penalty 2388.500018 = -151295.209495
  nChanged 29
		SP:Iteration 19Q (3340.740000 sec): 3 clusters
  Score: Raw -153722.143943 + Penalty 2388.500018 = -151333.643925
  nChanged 33
		SP:Iteration 20F (3340.740000 sec): 3 clusters
  Score: Raw -153770.368651 + Penalty 2388.500018 = -151381.868633
  nChanged 39
		SP:Iteration 21Q (3340.740000 sec): 3 clusters
  Score: Raw -153819.371774 + Penalty 2388.500018 = -151430.871756
  nChanged 37
		SP:Iteration 22Q (3340.750000 sec): 3 clusters
  Score: Raw -153873.400255 + Penalty 2388.500018 = -151484.900237
  nChanged 32
		SP:Iteration 23Q (3340.750000 sec): 3 clusters
  Score: Raw -153914.428089 + Penalty 2388.500018 = -151525.928071
  nChanged 19
		SP:Iteration 24Q (3340.760000 sec): 3 clusters
  Score: Raw -153934.469988 + Penalty 2388.500018 = -151545.969970
  nChanged 16
		SP:Iteration 25Q (3340.760000 sec): 3 clusters
  Score: Raw -153955.891579 + Penalty 2388.500018 = -151567.391561
  nChanged 23
		SP:Iteration 26Q (3340.760000 sec): 3 clusters
  Score: Raw -153986.779414 + Penalty 2388.500018 = -151598.279396
  nChanged 15
		SP:Iteration 27Q (3340.760000 sec): 3 clusters
  Score: Raw -154022.404418 + Penalty 2388.500018 = -151633.904400
  nChanged 18
		SP:Iteration 28Q (3340.770000 sec): 3 clusters
  Score: Raw -154065.796918 + Penalty 2388.500018 = -151677.296900
  nChanged 17
		SP:Iteration 29Q (3340.770000 sec): 3 clusters
  Score: Raw -154104.728589 + Penalty 2388.500018 = -151716.228571
  nChanged 18
		SP:Iteration 30Q (3340.780000 sec): 3 clusters
  Score: Raw -154124.899353 + Penalty 2388.500018 = -151736.399335
  nChanged 12
		SP:Iteration 31Q (3340.780000 sec): 3 clusters
  Score: Raw -154134.876883 + Penalty 2388.500018 = -151746.376865
  nChanged 3
		SP:Iteration 32Q (3340.780000 sec): 3 clusters
  Score: Raw -154136.601906 + Penalty 2388.500018 = -151748.101888
  nChanged 2
		SP:Iteration 33Q (3340.780000 sec): 3 clusters
  Score: Raw -154137.123730 + Penalty 2388.500018 = -151748.623712
  nChanged 0
		SP:Iteration 34F (3340.790000 sec): 3 clusters
  Score: Raw -154137.123730 + Penalty 2388.500018 = -151748.623712
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 3 (54447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3340.980000 sec): 2 clusters
  Score: Raw -5499824.326153 + Penalty 1772.059742 = -5498052.266410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3341.130000 sec): 3 clusters
  Score: Raw -5465234.686145 + Penalty 3544.119485 = -5461690.566660
  nChanged 25696
		SP:Iteration 1F (3341.280000 sec): 3 clusters
  Score: Raw -5480309.925703 + Penalty 3544.119485 = -5476765.806218
  nChanged 2538
		SP:Iteration 2Q (3341.430000 sec): 3 clusters
  Score: Raw -5481340.121453 + Penalty 3544.119485 = -5477796.001968
  nChanged 2893
		SP:Iteration 3F (3341.580000 sec): 3 clusters
  Score: Raw -5482737.368930 + Penalty 3544.119485 = -5479193.249445
  nChanged 3264
		SP:Iteration 4F (3341.730000 sec): 3 clusters
  Score: Raw -5484538.967894 + Penalty 3544.119485 = -5480994.848410
  nChanged 3463
		SP:Iteration 5F (3341.890000 sec): 3 clusters
  Score: Raw -5486612.000991 + Penalty 3544.119485 = -5483067.881506
  nChanged 3421
		SP:Iteration 6F (3342.040000 sec): 3 clusters
  Score: Raw -5488513.828501 + Penalty 3544.119485 = -5484969.709016
  nChanged 3003
		SP:Iteration 7F (3342.200000 sec): 3 clusters
  Score: Raw -5490072.554606 + Penalty 3544.119485 = -5486528.435121
  nChanged 2502
		SP:Iteration 8Q (3342.350000 sec): 3 clusters
  Score: Raw -5491337.387266 + Penalty 3544.119485 = -5487793.267781
  nChanged 2106
		SP:Iteration 9Q (3342.500000 sec): 3 clusters
  Score: Raw -5492375.622702 + Penalty 3544.119485 = -5488831.503217
  nChanged 1774
		SP:Iteration 10Q (3342.650000 sec): 3 clusters
  Score: Raw -5493120.238155 + Penalty 3544.119485 = -5489576.118670
  nChanged 1458
		SP:Iteration 11Q (3342.800000 sec): 3 clusters
  Score: Raw -5493619.748065 + Penalty 3544.119485 = -5490075.628580
  nChanged 1261
		SP:Iteration 12Q (3342.950000 sec): 3 clusters
  Score: Raw -5493993.229688 + Penalty 3544.119485 = -5490449.110203
  nChanged 1205
		SP:Iteration 13Q (3343.100000 sec): 3 clusters
  Score: Raw -5494340.170247 + Penalty 3544.119485 = -5490796.050762
  nChanged 1215
		SP:Iteration 14Q (3343.240000 sec): 3 clusters
  Score: Raw -5494684.151062 + Penalty 3544.119485 = -5491140.031577
  nChanged 1288
		SP:Iteration 15Q (3343.390000 sec): 3 clusters
  Score: Raw -5495064.552083 + Penalty 3544.119485 = -5491520.432598
  nChanged 1368
		SP:Iteration 16Q (3343.530000 sec): 3 clusters
  Score: Raw -5495487.410622 + Penalty 3544.119485 = -5491943.291137
  nChanged 1373
		SP:Iteration 17Q (3343.670000 sec): 3 clusters
  Score: Raw -5495913.841492 + Penalty 3544.119485 = -5492369.722007
  nChanged 1318
		SP:Iteration 18Q (3343.810000 sec): 3 clusters
  Score: Raw -5496325.773903 + Penalty 3544.119485 = -5492781.654418
  nChanged 1286
		SP:Iteration 19Q (3343.950000 sec): 3 clusters
  Score: Raw -5496737.409751 + Penalty 3544.119485 = -5493193.290266
  nChanged 1273
		SP:Iteration 20F (3344.100000 sec): 3 clusters
  Score: Raw -5497169.250185 + Penalty 3544.119485 = -5493625.130700
  nChanged 1254
		SP:Iteration 21Q (3344.240000 sec): 3 clusters
  Score: Raw -5497616.375536 + Penalty 3544.119485 = -5494072.256051
  nChanged 1140
		SP:Iteration 22Q (3344.370000 sec): 3 clusters
  Score: Raw -5498028.217677 + Penalty 3544.119485 = -5494484.098192
  nChanged 1066
		SP:Iteration 23Q (3344.500000 sec): 3 clusters
  Score: Raw -5498415.038734 + Penalty 3544.119485 = -5494870.919249
  nChanged 954
		SP:Iteration 24Q (3344.640000 sec): 3 clusters
  Score: Raw -5498763.865609 + Penalty 3544.119485 = -5495219.746124
  nChanged 787
		SP:Iteration 25Q (3344.760000 sec): 3 clusters
  Score: Raw -5499041.938913 + Penalty 3544.119485 = -5495497.819428
  nChanged 710
		SP:Iteration 26Q (3344.890000 sec): 3 clusters
  Score: Raw -5499289.579391 + Penalty 3544.119485 = -5495745.459906
  nChanged 553
		SP:Iteration 27Q (3345.010000 sec): 3 clusters
  Score: Raw -5499472.778177 + Penalty 3544.119485 = -5495928.658692
  nChanged 431
		SP:Iteration 28Q (3345.130000 sec): 3 clusters
  Score: Raw -5499611.829906 + Penalty 3544.119485 = -5496067.710421
  nChanged 350
		SP:Iteration 29Q (3345.250000 sec): 3 clusters
  Score: Raw -5499726.342912 + Penalty 3544.119485 = -5496182.223428
  nChanged 275
		SP:Iteration 30Q (3345.370000 sec): 3 clusters
  Score: Raw -5499809.730086 + Penalty 3544.119485 = -5496265.610601
  nChanged 229
		SP:Iteration 31Q (3345.490000 sec): 3 clusters
  Score: Raw -5499881.028120 + Penalty 3544.119485 = -5496336.908635
  nChanged 192
		SP:Iteration 32Q (3345.610000 sec): 3 clusters
  Score: Raw -5499937.399719 + Penalty 3544.119485 = -5496393.280234
  nChanged 142
		SP:Iteration 33Q (3345.730000 sec): 3 clusters
  Score: Raw -5499975.987547 + Penalty 3544.119485 = -5496431.868063
  nChanged 126
		SP:Iteration 34Q (3345.850000 sec): 3 clusters
  Score: Raw -5500011.953733 + Penalty 3544.119485 = -5496467.834248
  nChanged 115
		SP:Iteration 35Q (3345.960000 sec): 3 clusters
  Score: Raw -5500046.709646 + Penalty 3544.119485 = -5496502.590161
  nChanged 101
		SP:Iteration 36Q (3346.080000 sec): 3 clusters
  Score: Raw -5500075.597391 + Penalty 3544.119485 = -5496531.477906
  nChanged 91
		SP:Iteration 37Q (3346.190000 sec): 3 clusters
  Score: Raw -5500101.980239 + Penalty 3544.119485 = -5496557.860754
  nChanged 77
		SP:Iteration 38Q (3346.300000 sec): 3 clusters
  Score: Raw -5500123.380868 + Penalty 3544.119485 = -5496579.261383
  nChanged 62
		SP:Iteration 39Q (3346.420000 sec): 3 clusters
  Score: Raw -5500137.434734 + Penalty 3544.119485 = -5496593.315249
  nChanged 51
		SP:Iteration 40F (3346.560000 sec): 3 clusters
  Score: Raw -5500148.649873 + Penalty 3544.119485 = -5496604.530388
  nChanged 46
		SP:Iteration 41Q (3346.680000 sec): 3 clusters
  Score: Raw -5500158.960119 + Penalty 3544.119485 = -5496614.840634
  nChanged 31
		SP:Iteration 42Q (3346.790000 sec): 3 clusters
  Score: Raw -5500165.892138 + Penalty 3544.119485 = -5496621.772653
  nChanged 35
		SP:Iteration 43Q (3346.900000 sec): 3 clusters
  Score: Raw -5500173.818282 + Penalty 3544.119485 = -5496629.698797
  nChanged 31
		SP:Iteration 44Q (3347.020000 sec): 3 clusters
  Score: Raw -5500180.832438 + Penalty 3544.119485 = -5496636.712953
  nChanged 28
		SP:Iteration 45Q (3347.130000 sec): 3 clusters
  Score: Raw -5500189.276012 + Penalty 3544.119485 = -5496645.156527
  nChanged 29
		SP:Iteration 46Q (3347.250000 sec): 3 clusters
  Score: Raw -5500195.870059 + Penalty 3544.119485 = -5496651.750574
  nChanged 26
		SP:Iteration 47Q (3347.360000 sec): 3 clusters
  Score: Raw -5500201.086100 + Penalty 3544.119485 = -5496656.966615
  nChanged 16
		SP:Iteration 48Q (3347.470000 sec): 3 clusters
  Score: Raw -5500203.593297 + Penalty 3544.119485 = -5496659.473812
  nChanged 13
		SP:Iteration 49Q (3347.580000 sec): 3 clusters
  Score: Raw -5500205.641519 + Penalty 3544.119485 = -5496661.522034
  nChanged 11
		SP:Iteration 50Q (3347.700000 sec): 3 clusters
  Score: Raw -5500207.994664 + Penalty 3544.119485 = -5496663.875179
  nChanged 10
		SP:Iteration 51Q (3347.810000 sec): 3 clusters
  Score: Raw -5500210.666734 + Penalty 3544.119485 = -5496666.547249
  nChanged 17
		SP:Iteration 52Q (3347.930000 sec): 3 clusters
  Score: Raw -5500214.497672 + Penalty 3544.119485 = -5496670.378187
  nChanged 18
		SP:Iteration 53Q (3348.040000 sec): 3 clusters
  Score: Raw -5500218.174883 + Penalty 3544.119485 = -5496674.055399
  nChanged 12
		SP:Iteration 54Q (3348.160000 sec): 3 clusters
  Score: Raw -5500221.095915 + Penalty 3544.119485 = -5496676.976430
  nChanged 18
		SP:Iteration 55Q (3348.270000 sec): 3 clusters
  Score: Raw -5500225.163058 + Penalty 3544.119485 = -5496681.043573
  nChanged 12
		SP:Iteration 56Q (3348.380000 sec): 3 clusters
  Score: Raw -5500228.759347 + Penalty 3544.119485 = -5496684.639862
  nChanged 17
		SP:Iteration 57Q (3348.490000 sec): 3 clusters
  Score: Raw -5500233.232737 + Penalty 3544.119485 = -5496689.113252
  nChanged 17
		SP:Iteration 58Q (3348.610000 sec): 3 clusters
  Score: Raw -5500237.315799 + Penalty 3544.119485 = -5496693.196314
  nChanged 8
		SP:Iteration 59Q (3348.720000 sec): 3 clusters
  Score: Raw -5500239.137069 + Penalty 3544.119485 = -5496695.017584
  nChanged 13
		SP:Iteration 60F (3348.870000 sec): 3 clusters
  Score: Raw -5500242.113143 + Penalty 3544.119485 = -5496697.993658
  nChanged 10
		SP:Iteration 61Q (3348.980000 sec): 3 clusters
  Score: Raw -5500243.752911 + Penalty 3544.119485 = -5496699.633426
  nChanged 4
		SP:Iteration 62Q (3349.090000 sec): 3 clusters
  Score: Raw -5500244.709492 + Penalty 3544.119485 = -5496700.590007
  nChanged 8
		SP:Iteration 63Q (3349.200000 sec): 3 clusters
  Score: Raw -5500246.337139 + Penalty 3544.119485 = -5496702.217654
  nChanged 5
		SP:Iteration 64Q (3349.310000 sec): 3 clusters
  Score: Raw -5500247.323400 + Penalty 3544.119485 = -5496703.203915
  nChanged 6
		SP:Iteration 65Q (3349.420000 sec): 3 clusters
  Score: Raw -5500248.477021 + Penalty 3544.119485 = -5496704.357536
  nChanged 4
		SP:Iteration 66Q (3349.530000 sec): 3 clusters
  Score: Raw -5500249.244261 + Penalty 3544.119485 = -5496705.124776
  nChanged 3
		SP:Iteration 67Q (3349.640000 sec): 3 clusters
  Score: Raw -5500250.108334 + Penalty 3544.119485 = -5496705.988849
  nChanged 6
		SP:Iteration 68Q (3349.760000 sec): 3 clusters
  Score: Raw -5500251.377241 + Penalty 3544.119485 = -5496707.257756
  nChanged 4
		SP:Iteration 69Q (3349.880000 sec): 3 clusters
  Score: Raw -5500252.125270 + Penalty 3544.119485 = -5496708.005785
  nChanged 8
		SP:Iteration 70Q (3349.990000 sec): 3 clusters
  Score: Raw -5500253.766098 + Penalty 3544.119485 = -5496709.646613
  nChanged 7
		SP:Iteration 71Q (3350.100000 sec): 3 clusters
  Score: Raw -5500255.267282 + Penalty 3544.119485 = -5496711.147797
  nChanged 5
		SP:Iteration 72Q (3350.220000 sec): 3 clusters
  Score: Raw -5500256.391128 + Penalty 3544.119485 = -5496712.271643
  nChanged 6
		SP:Iteration 73Q (3350.320000 sec): 3 clusters
  Score: Raw -5500257.703059 + Penalty 3544.119485 = -5496713.583574
  nChanged 3
		SP:Iteration 74Q (3350.440000 sec): 3 clusters
  Score: Raw -5500258.340932 + Penalty 3544.119485 = -5496714.221447
  nChanged 4
		SP:Iteration 75Q (3350.540000 sec): 3 clusters
  Score: Raw -5500259.136167 + Penalty 3544.119485 = -5496715.016682
  nChanged 3
		SP:Iteration 76Q (3350.660000 sec): 3 clusters
  Score: Raw -5500259.783113 + Penalty 3544.119485 = -5496715.663628
  nChanged 1
		SP:Iteration 77Q (3350.770000 sec): 3 clusters
  Score: Raw -5500259.929212 + Penalty 3544.119485 = -5496715.809727
  nChanged 4
		SP:Iteration 78Q (3350.880000 sec): 3 clusters
  Score: Raw -5500260.413127 + Penalty 3544.119485 = -5496716.293642
  nChanged 2
		SP:Iteration 79Q (3350.990000 sec): 3 clusters
  Score: Raw -5500260.816270 + Penalty 3544.119485 = -5496716.696785
  nChanged 1
		SP:Iteration 80F (3351.130000 sec): 3 clusters
  Score: Raw -5500260.929291 + Penalty 3544.119485 = -5496716.809806
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 4 (951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3351.180000 sec): 2 clusters
  Score: Raw -90130.186739 + Penalty 1114.346035 = -89015.840704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3351.180000 sec): 3 clusters
  Score: Raw -89886.877233 + Penalty 2228.692070 = -87658.185162
  nChanged 299
		SP:Iteration 1F (3351.190000 sec): 3 clusters
  Score: Raw -90163.417968 + Penalty 2228.692070 = -87934.725898
  nChanged 82
		SP:Iteration 2F (3351.190000 sec): 3 clusters
  Score: Raw -90253.411600 + Penalty 2228.692070 = -88024.719530
  nChanged 37
		SP:Iteration 3Q (3351.190000 sec): 3 clusters
  Score: Raw -90297.085570 + Penalty 2228.692070 = -88068.393499
  nChanged 18
		SP:Iteration 4Q (3351.200000 sec): 3 clusters
  Score: Raw -90312.071113 + Penalty 2228.692070 = -88083.379043
  nChanged 14
		SP:Iteration 5Q (3351.200000 sec): 3 clusters
  Score: Raw -90324.501389 + Penalty 2228.692070 = -88095.809319
  nChanged 10
		SP:Iteration 6Q (3351.200000 sec): 3 clusters
  Score: Raw -90333.590871 + Penalty 2228.692070 = -88104.898801
  nChanged 15
		SP:Iteration 7Q (3351.200000 sec): 3 clusters
  Score: Raw -90351.763732 + Penalty 2228.692070 = -88123.071662
  nChanged 14
		SP:Iteration 8Q (3351.200000 sec): 3 clusters
  Score: Raw -90377.317673 + Penalty 2228.692070 = -88148.625602
  nChanged 24
		SP:Iteration 9Q (3351.210000 sec): 3 clusters
  Score: Raw -90426.151608 + Penalty 2228.692070 = -88197.459538
  nChanged 18
		SP:Iteration 10Q (3351.210000 sec): 3 clusters
  Score: Raw -90473.754738 + Penalty 2228.692070 = -88245.062668
  nChanged 25
		SP:Iteration 11Q (3351.210000 sec): 3 clusters
  Score: Raw -90508.842420 + Penalty 2228.692070 = -88280.150350
  nChanged 21
		SP:Iteration 12Q (3351.210000 sec): 3 clusters
  Score: Raw -90542.296884 + Penalty 2228.692070 = -88313.604814
  nChanged 27
		SP:Iteration 13Q (3351.220000 sec): 3 clusters
  Score: Raw -90583.928163 + Penalty 2228.692070 = -88355.236093
  nChanged 16
		SP:Iteration 14Q (3351.220000 sec): 3 clusters
  Score: Raw -90604.051112 + Penalty 2228.692070 = -88375.359042
  nChanged 17
		SP:Iteration 15Q (3351.220000 sec): 3 clusters
  Score: Raw -90620.652863 + Penalty 2228.692070 = -88391.960792
  nChanged 11
		SP:Iteration 16Q (3351.220000 sec): 3 clusters
  Score: Raw -90633.113285 + Penalty 2228.692070 = -88404.421214
  nChanged 9
		SP:Iteration 17Q (3351.220000 sec): 3 clusters
  Score: Raw -90646.489686 + Penalty 2228.692070 = -88417.797615
  nChanged 11
		SP:Iteration 18Q (3351.230000 sec): 3 clusters
  Score: Raw -90691.581657 + Penalty 2228.692070 = -88462.889587
  nChanged 21
		SP:Iteration 19Q (3351.230000 sec): 3 clusters
  Score: Raw -90710.782202 + Penalty 2228.692070 = -88482.090131
  nChanged 19
		SP:Iteration 20F (3351.230000 sec): 3 clusters
  Score: Raw -90738.141818 + Penalty 2228.692070 = -88509.449748
  nChanged 19
		SP:Iteration 21Q (3351.230000 sec): 3 clusters
  Score: Raw -90765.672846 + Penalty 2228.692070 = -88536.980776
  nChanged 13
		SP:Iteration 22Q (3351.240000 sec): 3 clusters
  Score: Raw -90797.778853 + Penalty 2228.692070 = -88569.086783
  nChanged 13
		SP:Iteration 23Q (3351.240000 sec): 3 clusters
  Score: Raw -90823.630157 + Penalty 2228.692070 = -88594.938087
  nChanged 5
		SP:Iteration 24Q (3351.240000 sec): 3 clusters
  Score: Raw -90830.450270 + Penalty 2228.692070 = -88601.758199
  nChanged 5
		SP:Iteration 25Q (3351.240000 sec): 3 clusters
  Score: Raw -90838.942489 + Penalty 2228.692070 = -88610.250418
  nChanged 5
		SP:Iteration 26Q (3351.240000 sec): 3 clusters
  Score: Raw -90846.245532 + Penalty 2228.692070 = -88617.553462
  nChanged 4
		SP:Iteration 27Q (3351.250000 sec): 3 clusters
  Score: Raw -90853.255620 + Penalty 2228.692070 = -88624.563550
  nChanged 2
		SP:Iteration 28Q (3351.250000 sec): 3 clusters
  Score: Raw -90854.783087 + Penalty 2228.692070 = -88626.091017
  nChanged 0
		SP:Iteration 29F (3351.250000 sec): 3 clusters
  Score: Raw -90854.783087 + Penalty 2228.692070 = -88626.091017
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 5 (5526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3351.270000 sec): 2 clusters
  Score: Raw -519594.784913 + Penalty 1400.298170 = -518194.486743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3351.280000 sec): 3 clusters
  Score: Raw -516686.898357 + Penalty 2800.596339 = -513886.302018
  nChanged 2279
		SP:Iteration 1F (3351.300000 sec): 3 clusters
  Score: Raw -518069.620796 + Penalty 2800.596339 = -515269.024457
  nChanged 469
		SP:Iteration 2F (3351.310000 sec): 3 clusters
  Score: Raw -518443.643461 + Penalty 2800.596339 = -515643.047121
  nChanged 406
		SP:Iteration 3F (3351.330000 sec): 3 clusters
  Score: Raw -518769.071942 + Penalty 2800.596339 = -515968.475603
  nChanged 332
		SP:Iteration 4F (3351.340000 sec): 3 clusters
  Score: Raw -519035.620216 + Penalty 2800.596339 = -516235.023877
  nChanged 283
		SP:Iteration 5F (3351.360000 sec): 3 clusters
  Score: Raw -519275.800063 + Penalty 2800.596339 = -516475.203723
  nChanged 228
		SP:Iteration 6Q (3351.370000 sec): 3 clusters
  Score: Raw -519458.989673 + Penalty 2800.596339 = -516658.393334
  nChanged 227
		SP:Iteration 7Q (3351.380000 sec): 3 clusters
  Score: Raw -519626.416003 + Penalty 2800.596339 = -516825.819663
  nChanged 204
		SP:Iteration 8Q (3351.400000 sec): 3 clusters
  Score: Raw -519802.295576 + Penalty 2800.596339 = -517001.699237
  nChanged 210
		SP:Iteration 9Q (3351.410000 sec): 3 clusters
  Score: Raw -519952.614383 + Penalty 2800.596339 = -517152.018043
  nChanged 171
		SP:Iteration 10Q (3351.420000 sec): 3 clusters
  Score: Raw -520053.518000 + Penalty 2800.596339 = -517252.921661
  nChanged 117
		SP:Iteration 11Q (3351.440000 sec): 3 clusters
  Score: Raw -520105.683411 + Penalty 2800.596339 = -517305.087071
  nChanged 70
		SP:Iteration 12Q (3351.450000 sec): 3 clusters
  Score: Raw -520134.128198 + Penalty 2800.596339 = -517333.531859
  nChanged 68
		SP:Iteration 13Q (3351.460000 sec): 3 clusters
  Score: Raw -520161.323072 + Penalty 2800.596339 = -517360.726733
  nChanged 49
		SP:Iteration 14Q (3351.480000 sec): 3 clusters
  Score: Raw -520181.235540 + Penalty 2800.596339 = -517380.639201
  nChanged 50
		SP:Iteration 15Q (3351.490000 sec): 3 clusters
  Score: Raw -520199.133648 + Penalty 2800.596339 = -517398.537309
  nChanged 41
		SP:Iteration 16Q (3351.500000 sec): 3 clusters
  Score: Raw -520208.701097 + Penalty 2800.596339 = -517408.104757
  nChanged 28
		SP:Iteration 17Q (3351.520000 sec): 3 clusters
  Score: Raw -520217.055292 + Penalty 2800.596339 = -517416.458952
  nChanged 27
		SP:Iteration 18Q (3351.530000 sec): 3 clusters
  Score: Raw -520224.568769 + Penalty 2800.596339 = -517423.972430
  nChanged 20
		SP:Iteration 19Q (3351.540000 sec): 3 clusters
  Score: Raw -520228.820308 + Penalty 2800.596339 = -517428.223969
  nChanged 19
		SP:Iteration 20F (3351.560000 sec): 3 clusters
  Score: Raw -520237.287702 + Penalty 2800.596339 = -517436.691362
  nChanged 22
		SP:Iteration 21Q (3351.570000 sec): 3 clusters
  Score: Raw -520243.813482 + Penalty 2800.596339 = -517443.217143
  nChanged 11
		SP:Iteration 22Q (3351.580000 sec): 3 clusters
  Score: Raw -520245.825553 + Penalty 2800.596339 = -517445.229214
  nChanged 11
		SP:Iteration 23Q (3351.600000 sec): 3 clusters
  Score: Raw -520247.874790 + Penalty 2800.596339 = -517447.278451
  nChanged 8
		SP:Iteration 24Q (3351.610000 sec): 3 clusters
  Score: Raw -520249.519670 + Penalty 2800.596339 = -517448.923330
  nChanged 6
		SP:Iteration 25Q (3351.620000 sec): 3 clusters
  Score: Raw -520250.920624 + Penalty 2800.596339 = -517450.324285
  nChanged 5
		SP:Iteration 26Q (3351.640000 sec): 3 clusters
  Score: Raw -520251.650178 + Penalty 2800.596339 = -517451.053839
  nChanged 4
		SP:Iteration 27Q (3351.650000 sec): 3 clusters
  Score: Raw -520252.254018 + Penalty 2800.596339 = -517451.657679
  nChanged 2
		SP:Iteration 28Q (3351.660000 sec): 3 clusters
  Score: Raw -520252.636178 + Penalty 2800.596339 = -517452.039839
  nChanged 0
		SP:Iteration 29F (3351.680000 sec): 3 clusters
  Score: Raw -520252.636178 + Penalty 2800.596339 = -517452.039839
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3351.690000 sec): 2 clusters
  Score: Raw -225351.696201 + Penalty 1271.017008 = -224080.679193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3351.690000 sec): 3 clusters
  Score: Raw -224314.986203 + Penalty 2542.034016 = -221772.952187
  nChanged 949
		SP:Iteration 1F (3351.700000 sec): 3 clusters
  Score: Raw -225032.029594 + Penalty 2542.034016 = -222489.995578
  nChanged 246
		SP:Iteration 2F (3351.710000 sec): 3 clusters
  Score: Raw -225254.656781 + Penalty 2542.034016 = -222712.622765
  nChanged 142
		SP:Iteration 3F (3351.710000 sec): 3 clusters
  Score: Raw -225418.963425 + Penalty 2542.034016 = -222876.929409
  nChanged 129
		SP:Iteration 4F (3351.720000 sec): 3 clusters
  Score: Raw -225582.345323 + Penalty 2542.034016 = -223040.311307
  nChanged 126
		SP:Iteration 5F (3351.720000 sec): 3 clusters
  Score: Raw -225744.044062 + Penalty 2542.034016 = -223202.010046
  nChanged 126
		SP:Iteration 6F (3351.730000 sec): 3 clusters
  Score: Raw -225861.670820 + Penalty 2542.034016 = -223319.636804
  nChanged 117
		SP:Iteration 7Q (3351.740000 sec): 3 clusters
  Score: Raw -225954.370160 + Penalty 2542.034016 = -223412.336144
  nChanged 66
		SP:Iteration 8Q (3351.740000 sec): 3 clusters
  Score: Raw -226004.803605 + Penalty 2542.034016 = -223462.769589
  nChanged 58
		SP:Iteration 9Q (3351.750000 sec): 3 clusters
  Score: Raw -226057.801214 + Penalty 2542.034016 = -223515.767198
  nChanged 58
		SP:Iteration 10Q (3351.760000 sec): 3 clusters
  Score: Raw -226107.748014 + Penalty 2542.034016 = -223565.713998
  nChanged 49
		SP:Iteration 11Q (3351.760000 sec): 3 clusters
  Score: Raw -226137.748626 + Penalty 2542.034016 = -223595.714610
  nChanged 29
		SP:Iteration 12Q (3351.770000 sec): 3 clusters
  Score: Raw -226164.164483 + Penalty 2542.034016 = -223622.130467
  nChanged 25
		SP:Iteration 13Q (3351.770000 sec): 3 clusters
  Score: Raw -226180.095986 + Penalty 2542.034016 = -223638.061970
  nChanged 24
		SP:Iteration 14Q (3351.780000 sec): 3 clusters
  Score: Raw -226193.592559 + Penalty 2542.034016 = -223651.558543
  nChanged 22
		SP:Iteration 15Q (3351.780000 sec): 3 clusters
  Score: Raw -226204.035350 + Penalty 2542.034016 = -223662.001334
  nChanged 15
		SP:Iteration 16Q (3351.790000 sec): 3 clusters
  Score: Raw -226212.586397 + Penalty 2542.034016 = -223670.552381
  nChanged 15
		SP:Iteration 17Q (3351.800000 sec): 3 clusters
  Score: Raw -226224.024452 + Penalty 2542.034016 = -223681.990436
  nChanged 11
		SP:Iteration 18Q (3351.800000 sec): 3 clusters
  Score: Raw -226228.103836 + Penalty 2542.034016 = -223686.069820
  nChanged 5
		SP:Iteration 19Q (3351.810000 sec): 3 clusters
  Score: Raw -226230.497115 + Penalty 2542.034016 = -223688.463099
  nChanged 6
		SP:Iteration 20F (3351.820000 sec): 3 clusters
  Score: Raw -226233.315490 + Penalty 2542.034016 = -223691.281474
  nChanged 1
		SP:Iteration 21Q (3351.820000 sec): 3 clusters
  Score: Raw -226233.991781 + Penalty 2542.034016 = -223691.957765
  nChanged 1
		SP:Iteration 22Q (3351.830000 sec): 3 clusters
  Score: Raw -226234.161707 + Penalty 2542.034016 = -223692.127691
  nChanged 0
		SP:Iteration 23F (3351.830000 sec): 3 clusters
  Score: Raw -226234.161707 + Penalty 2542.034016 = -223692.127691
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 7 (1939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3351.840000 sec): 2 clusters
  Score: Raw -181488.659869 + Penalty 1230.113244 = -180258.546625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3351.850000 sec): 3 clusters
  Score: Raw -180708.303257 + Penalty 2460.226488 = -178248.076769
  nChanged 665
		SP:Iteration 1F (3351.850000 sec): 3 clusters
  Score: Raw -181142.128345 + Penalty 2460.226488 = -178681.901857
  nChanged 153
		SP:Iteration 2F (3351.860000 sec): 3 clusters
  Score: Raw -181257.632579 + Penalty 2460.226488 = -178797.406091
  nChanged 95
		SP:Iteration 3Q (3351.860000 sec): 3 clusters
  Score: Raw -181333.389847 + Penalty 2460.226488 = -178873.163359
  nChanged 88
		SP:Iteration 4Q (3351.870000 sec): 3 clusters
  Score: Raw -181422.598969 + Penalty 2460.226488 = -178962.372481
  nChanged 91
		SP:Iteration 5Q (3351.870000 sec): 3 clusters
  Score: Raw -181519.967381 + Penalty 2460.226488 = -179059.740893
  nChanged 81
		SP:Iteration 6Q (3351.880000 sec): 3 clusters
  Score: Raw -181608.533955 + Penalty 2460.226488 = -179148.307467
  nChanged 67
		SP:Iteration 7Q (3351.880000 sec): 3 clusters
  Score: Raw -181673.160525 + Penalty 2460.226488 = -179212.934037
  nChanged 61
		SP:Iteration 8Q (3351.880000 sec): 3 clusters
  Score: Raw -181744.734802 + Penalty 2460.226488 = -179284.508314
  nChanged 58
		SP:Iteration 9Q (3351.890000 sec): 3 clusters
  Score: Raw -181806.061847 + Penalty 2460.226488 = -179345.835359
  nChanged 64
		SP:Iteration 10Q (3351.900000 sec): 3 clusters
  Score: Raw -181871.303787 + Penalty 2460.226488 = -179411.077299
  nChanged 58
		SP:Iteration 11Q (3351.900000 sec): 3 clusters
  Score: Raw -181941.389053 + Penalty 2460.226488 = -179481.162565
  nChanged 66
		SP:Iteration 12Q (3351.900000 sec): 3 clusters
  Score: Raw -182029.988274 + Penalty 2460.226488 = -179569.761786
  nChanged 67
		SP:Iteration 13Q (3351.910000 sec): 3 clusters
  Score: Raw -182111.090303 + Penalty 2460.226488 = -179650.863815
  nChanged 49
		SP:Iteration 14Q (3351.910000 sec): 3 clusters
  Score: Raw -182174.221394 + Penalty 2460.226488 = -179713.994906
  nChanged 39
		SP:Iteration 15Q (3351.920000 sec): 3 clusters
  Score: Raw -182228.816395 + Penalty 2460.226488 = -179768.589907
  nChanged 44
		SP:Iteration 16Q (3351.920000 sec): 3 clusters
  Score: Raw -182287.178274 + Penalty 2460.226488 = -179826.951786
  nChanged 32
		SP:Iteration 17Q (3351.920000 sec): 3 clusters
  Score: Raw -182322.219725 + Penalty 2460.226488 = -179861.993237
  nChanged 23
		SP:Iteration 18Q (3351.930000 sec): 3 clusters
  Score: Raw -182350.409177 + Penalty 2460.226488 = -179890.182689
  nChanged 23
		SP:Iteration 19Q (3351.930000 sec): 3 clusters
  Score: Raw -182382.406819 + Penalty 2460.226488 = -179922.180331
  nChanged 15
		SP:Iteration 20F (3351.940000 sec): 3 clusters
  Score: Raw -182401.337727 + Penalty 2460.226488 = -179941.111239
  nChanged 9
		SP:Iteration 21Q (3351.940000 sec): 3 clusters
  Score: Raw -182410.447053 + Penalty 2460.226488 = -179950.220565
  nChanged 5
		SP:Iteration 22Q (3351.940000 sec): 3 clusters
  Score: Raw -182416.410972 + Penalty 2460.226488 = -179956.184484
  nChanged 7
		SP:Iteration 23Q (3351.950000 sec): 3 clusters
  Score: Raw -182423.963363 + Penalty 2460.226488 = -179963.736875
  nChanged 1
		SP:Iteration 24Q (3351.950000 sec): 3 clusters
  Score: Raw -182424.452730 + Penalty 2460.226488 = -179964.226242
  nChanged 1
		SP:Iteration 25Q (3351.960000 sec): 3 clusters
  Score: Raw -182425.143682 + Penalty 2460.226488 = -179964.917194
  nChanged 2
		SP:Iteration 26Q (3351.960000 sec): 3 clusters
  Score: Raw -182426.288277 + Penalty 2460.226488 = -179966.061789
  nChanged 2
		SP:Iteration 27Q (3351.960000 sec): 3 clusters
  Score: Raw -182427.920519 + Penalty 2460.226488 = -179967.694031
  nChanged 3
		SP:Iteration 28Q (3351.970000 sec): 3 clusters
  Score: Raw -182429.224672 + Penalty 2460.226488 = -179968.998184
  nChanged 1
		SP:Iteration 29Q (3351.970000 sec): 3 clusters
  Score: Raw -182429.441421 + Penalty 2460.226488 = -179969.214934
  nChanged 1
		SP:Iteration 30Q (3351.980000 sec): 3 clusters
  Score: Raw -182430.844359 + Penalty 2460.226488 = -179970.617871
  nChanged 2
		SP:Iteration 31Q (3351.980000 sec): 3 clusters
  Score: Raw -182432.138320 + Penalty 2460.226488 = -179971.911832
  nChanged 1
		SP:Iteration 32Q (3351.990000 sec): 3 clusters
  Score: Raw -182432.426166 + Penalty 2460.226488 = -179972.199678
  nChanged 1
		SP:Iteration 33Q (3351.990000 sec): 3 clusters
  Score: Raw -182432.749152 + Penalty 2460.226488 = -179972.522665
  nChanged 0
		SP:Iteration 34F (3352.000000 sec): 3 clusters
  Score: Raw -182432.749152 + Penalty 2460.226488 = -179972.522665
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 8 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3352.010000 sec): 2 clusters
  Score: Raw -303458.621722 + Penalty 1308.083772 = -302150.537950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3352.020000 sec): 3 clusters
  Score: Raw -302000.388545 + Penalty 2616.167545 = -299384.221000
  nChanged 1180
		SP:Iteration 1F (3352.030000 sec): 3 clusters
  Score: Raw -302634.937359 + Penalty 2616.167545 = -300018.769815
  nChanged 210
		SP:Iteration 2F (3352.030000 sec): 3 clusters
  Score: Raw -302766.458302 + Penalty 2616.167545 = -300150.290757
  nChanged 161
		SP:Iteration 3F (3352.040000 sec): 3 clusters
  Score: Raw -302848.206337 + Penalty 2616.167545 = -300232.038793
  nChanged 97
		SP:Iteration 4Q (3352.050000 sec): 3 clusters
  Score: Raw -302910.305426 + Penalty 2616.167545 = -300294.137881
  nChanged 115
		SP:Iteration 5Q (3352.050000 sec): 3 clusters
  Score: Raw -302971.784992 + Penalty 2616.167545 = -300355.617447
  nChanged 93
		SP:Iteration 6Q (3352.060000 sec): 3 clusters
  Score: Raw -303021.608223 + Penalty 2616.167545 = -300405.440679
  nChanged 83
		SP:Iteration 7Q (3352.070000 sec): 3 clusters
  Score: Raw -303064.695842 + Penalty 2616.167545 = -300448.528298
  nChanged 71
		SP:Iteration 8Q (3352.080000 sec): 3 clusters
  Score: Raw -303103.050386 + Penalty 2616.167545 = -300486.882841
  nChanged 69
		SP:Iteration 9Q (3352.090000 sec): 3 clusters
  Score: Raw -303135.318167 + Penalty 2616.167545 = -300519.150623
  nChanged 66
		SP:Iteration 10Q (3352.090000 sec): 3 clusters
  Score: Raw -303173.014861 + Penalty 2616.167545 = -300556.847316
  nChanged 70
		SP:Iteration 11Q (3352.100000 sec): 3 clusters
  Score: Raw -303211.862630 + Penalty 2616.167545 = -300595.695086
  nChanged 77
		SP:Iteration 12Q (3352.110000 sec): 3 clusters
  Score: Raw -303255.316779 + Penalty 2616.167545 = -300639.149234
  nChanged 74
		SP:Iteration 13Q (3352.120000 sec): 3 clusters
  Score: Raw -303302.105917 + Penalty 2616.167545 = -300685.938372
  nChanged 90
		SP:Iteration 14Q (3352.130000 sec): 3 clusters
  Score: Raw -303361.038413 + Penalty 2616.167545 = -300744.870868
  nChanged 77
		SP:Iteration 15Q (3352.130000 sec): 3 clusters
  Score: Raw -303412.377534 + Penalty 2616.167545 = -300796.209990
  nChanged 68
		SP:Iteration 16Q (3352.140000 sec): 3 clusters
  Score: Raw -303455.754389 + Penalty 2616.167545 = -300839.586845
  nChanged 51
		SP:Iteration 17Q (3352.150000 sec): 3 clusters
  Score: Raw -303488.000639 + Penalty 2616.167545 = -300871.833094
  nChanged 49
		SP:Iteration 18Q (3352.150000 sec): 3 clusters
  Score: Raw -303517.861457 + Penalty 2616.167545 = -300901.693912
  nChanged 46
		SP:Iteration 19Q (3352.160000 sec): 3 clusters
  Score: Raw -303551.724821 + Penalty 2616.167545 = -300935.557277
  nChanged 46
		SP:Iteration 20F (3352.170000 sec): 3 clusters
  Score: Raw -303579.597180 + Penalty 2616.167545 = -300963.429635
  nChanged 32
		SP:Iteration 21Q (3352.180000 sec): 3 clusters
  Score: Raw -303598.451164 + Penalty 2616.167545 = -300982.283620
  nChanged 26
		SP:Iteration 22Q (3352.190000 sec): 3 clusters
  Score: Raw -303615.532768 + Penalty 2616.167545 = -300999.365223
  nChanged 20
		SP:Iteration 23Q (3352.190000 sec): 3 clusters
  Score: Raw -303631.784493 + Penalty 2616.167545 = -301015.616949
  nChanged 28
		SP:Iteration 24Q (3352.200000 sec): 3 clusters
  Score: Raw -303651.711631 + Penalty 2616.167545 = -301035.544086
  nChanged 22
		SP:Iteration 25Q (3352.210000 sec): 3 clusters
  Score: Raw -303666.281485 + Penalty 2616.167545 = -301050.113940
  nChanged 23
		SP:Iteration 26Q (3352.220000 sec): 3 clusters
  Score: Raw -303686.658833 + Penalty 2616.167545 = -301070.491288
  nChanged 29
		SP:Iteration 27Q (3352.220000 sec): 3 clusters
  Score: Raw -303708.719731 + Penalty 2616.167545 = -301092.552186
  nChanged 24
		SP:Iteration 28Q (3352.230000 sec): 3 clusters
  Score: Raw -303725.918451 + Penalty 2616.167545 = -301109.750907
  nChanged 19
		SP:Iteration 29Q (3352.240000 sec): 3 clusters
  Score: Raw -303748.016771 + Penalty 2616.167545 = -301131.849226
  nChanged 31
		SP:Iteration 30Q (3352.250000 sec): 3 clusters
  Score: Raw -303775.817717 + Penalty 2616.167545 = -301159.650173
  nChanged 23
		SP:Iteration 31Q (3352.250000 sec): 3 clusters
  Score: Raw -303787.523894 + Penalty 2616.167545 = -301171.356349
  nChanged 12
		SP:Iteration 32Q (3352.260000 sec): 3 clusters
  Score: Raw -303792.196218 + Penalty 2616.167545 = -301176.028673
  nChanged 6
		SP:Iteration 33Q (3352.270000 sec): 3 clusters
  Score: Raw -303794.280688 + Penalty 2616.167545 = -301178.113144
  nChanged 5
		SP:Iteration 34Q (3352.270000 sec): 3 clusters
  Score: Raw -303796.546192 + Penalty 2616.167545 = -301180.378647
  nChanged 2
		SP:Iteration 35Q (3352.280000 sec): 3 clusters
  Score: Raw -303797.241878 + Penalty 2616.167545 = -301181.074333
  nChanged 0
		SP:Iteration 36F (3352.290000 sec): 3 clusters
  Score: Raw -303797.241878 + Penalty 2616.167545 = -301181.074333
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 9 (20074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3352.360000 sec): 2 clusters
  Score: Raw -2038875.960178 + Penalty 1609.916868 = -2037266.043310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3352.410000 sec): 3 clusters
  Score: Raw -2026717.425289 + Penalty 3219.833735 = -2023497.591553
  nChanged 9033
		SP:Iteration 1F (3352.470000 sec): 3 clusters
  Score: Raw -2031768.012919 + Penalty 3219.833735 = -2028548.179183
  nChanged 1054
		SP:Iteration 2F (3352.520000 sec): 3 clusters
  Score: Raw -2032265.492849 + Penalty 3219.833735 = -2029045.659113
  nChanged 1104
		SP:Iteration 3F (3352.570000 sec): 3 clusters
  Score: Raw -2032870.235654 + Penalty 3219.833735 = -2029650.401919
  nChanged 1199
		SP:Iteration 4F (3352.630000 sec): 3 clusters
  Score: Raw -2033612.420932 + Penalty 3219.833735 = -2030392.587196
  nChanged 1380
		SP:Iteration 5F (3352.680000 sec): 3 clusters
  Score: Raw -2034548.767625 + Penalty 3219.833735 = -2031328.933890
  nChanged 1486
		SP:Iteration 6F (3352.730000 sec): 3 clusters
  Score: Raw -2035681.187266 + Penalty 3219.833735 = -2032461.353530
  nChanged 1373
		SP:Iteration 7F (3352.790000 sec): 3 clusters
  Score: Raw -2036818.905810 + Penalty 3219.833735 = -2033599.072075
  nChanged 1146
		SP:Iteration 8F (3352.840000 sec): 3 clusters
  Score: Raw -2037813.114690 + Penalty 3219.833735 = -2034593.280955
  nChanged 856
		SP:Iteration 9Q (3352.890000 sec): 3 clusters
  Score: Raw -2038565.518961 + Penalty 3219.833735 = -2035345.685226
  nChanged 558
		SP:Iteration 10Q (3352.950000 sec): 3 clusters
  Score: Raw -2039011.176936 + Penalty 3219.833735 = -2035791.343200
  nChanged 387
		SP:Iteration 11Q (3352.990000 sec): 3 clusters
  Score: Raw -2039221.688998 + Penalty 3219.833735 = -2036001.855263
  nChanged 237
		SP:Iteration 12Q (3353.040000 sec): 3 clusters
  Score: Raw -2039322.342892 + Penalty 3219.833735 = -2036102.509157
  nChanged 179
		SP:Iteration 13Q (3353.090000 sec): 3 clusters
  Score: Raw -2039393.992275 + Penalty 3219.833735 = -2036174.158539
  nChanged 119
		SP:Iteration 14Q (3353.140000 sec): 3 clusters
  Score: Raw -2039441.925544 + Penalty 3219.833735 = -2036222.091809
  nChanged 104
		SP:Iteration 15Q (3353.180000 sec): 3 clusters
  Score: Raw -2039484.152078 + Penalty 3219.833735 = -2036264.318342
  nChanged 88
		SP:Iteration 16Q (3353.230000 sec): 3 clusters
  Score: Raw -2039523.238756 + Penalty 3219.833735 = -2036303.405020
  nChanged 99
		SP:Iteration 17Q (3353.270000 sec): 3 clusters
  Score: Raw -2039566.394532 + Penalty 3219.833735 = -2036346.560797
  nChanged 100
		SP:Iteration 18Q (3353.320000 sec): 3 clusters
  Score: Raw -2039615.563267 + Penalty 3219.833735 = -2036395.729532
  nChanged 98
		SP:Iteration 19Q (3353.370000 sec): 3 clusters
  Score: Raw -2039664.590605 + Penalty 3219.833735 = -2036444.756870
  nChanged 98
		SP:Iteration 20F (3353.420000 sec): 3 clusters
  Score: Raw -2039726.554560 + Penalty 3219.833735 = -2036506.720825
  nChanged 111
		SP:Iteration 21Q (3353.460000 sec): 3 clusters
  Score: Raw -2039789.535695 + Penalty 3219.833735 = -2036569.701959
  nChanged 93
		SP:Iteration 22Q (3353.510000 sec): 3 clusters
  Score: Raw -2039838.352479 + Penalty 3219.833735 = -2036618.518744
  nChanged 80
		SP:Iteration 23Q (3353.550000 sec): 3 clusters
  Score: Raw -2039866.524498 + Penalty 3219.833735 = -2036646.690762
  nChanged 60
		SP:Iteration 24Q (3353.600000 sec): 3 clusters
  Score: Raw -2039880.088310 + Penalty 3219.833735 = -2036660.254574
  nChanged 41
		SP:Iteration 25Q (3353.650000 sec): 3 clusters
  Score: Raw -2039888.525210 + Penalty 3219.833735 = -2036668.691474
  nChanged 34
		SP:Iteration 26Q (3353.690000 sec): 3 clusters
  Score: Raw -2039893.576883 + Penalty 3219.833735 = -2036673.743147
  nChanged 15
		SP:Iteration 27Q (3353.730000 sec): 3 clusters
  Score: Raw -2039896.011522 + Penalty 3219.833735 = -2036676.177786
  nChanged 18
		SP:Iteration 28Q (3353.780000 sec): 3 clusters
  Score: Raw -2039899.809392 + Penalty 3219.833735 = -2036679.975656
  nChanged 18
		SP:Iteration 29Q (3353.830000 sec): 3 clusters
  Score: Raw -2039904.747648 + Penalty 3219.833735 = -2036684.913912
  nChanged 21
		SP:Iteration 30Q (3353.870000 sec): 3 clusters
  Score: Raw -2039908.353859 + Penalty 3219.833735 = -2036688.520124
  nChanged 17
		SP:Iteration 31Q (3353.920000 sec): 3 clusters
  Score: Raw -2039910.722429 + Penalty 3219.833735 = -2036690.888694
  nChanged 9
		SP:Iteration 32Q (3353.970000 sec): 3 clusters
  Score: Raw -2039911.522845 + Penalty 3219.833735 = -2036691.689109
  nChanged 5
		SP:Iteration 33Q (3354.010000 sec): 3 clusters
  Score: Raw -2039912.234726 + Penalty 3219.833735 = -2036692.400990
  nChanged 0
		SP:Iteration 34F (3354.070000 sec): 3 clusters
  Score: Raw -2039912.234726 + Penalty 3219.833735 = -2036692.400990
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 10 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3354.100000 sec): 2 clusters
  Score: Raw -407313.494597 + Penalty 1355.246518 = -405958.248080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3354.110000 sec): 3 clusters
  Score: Raw -405258.352156 + Penalty 2710.493036 = -402547.859120
  nChanged 1598
		SP:Iteration 1F (3354.120000 sec): 3 clusters
  Score: Raw -406177.585161 + Penalty 2710.493036 = -403467.092125
  nChanged 306
		SP:Iteration 2F (3354.130000 sec): 3 clusters
  Score: Raw -406389.702519 + Penalty 2710.493036 = -403679.209483
  nChanged 249
		SP:Iteration 3F (3354.140000 sec): 3 clusters
  Score: Raw -406538.700826 + Penalty 2710.493036 = -403828.207790
  nChanged 184
		SP:Iteration 4Q (3354.150000 sec): 3 clusters
  Score: Raw -406635.375632 + Penalty 2710.493036 = -403924.882596
  nChanged 150
		SP:Iteration 5Q (3354.170000 sec): 3 clusters
  Score: Raw -406716.739982 + Penalty 2710.493036 = -404006.246946
  nChanged 141
		SP:Iteration 6Q (3354.170000 sec): 3 clusters
  Score: Raw -406791.288545 + Penalty 2710.493036 = -404080.795510
  nChanged 129
		SP:Iteration 7Q (3354.190000 sec): 3 clusters
  Score: Raw -406850.982929 + Penalty 2710.493036 = -404140.489893
  nChanged 118
		SP:Iteration 8Q (3354.200000 sec): 3 clusters
  Score: Raw -406905.077911 + Penalty 2710.493036 = -404194.584875
  nChanged 104
		SP:Iteration 9Q (3354.210000 sec): 3 clusters
  Score: Raw -406951.601846 + Penalty 2710.493036 = -404241.108810
  nChanged 100
		SP:Iteration 10Q (3354.220000 sec): 3 clusters
  Score: Raw -407004.251960 + Penalty 2710.493036 = -404293.758924
  nChanged 107
		SP:Iteration 11Q (3354.230000 sec): 3 clusters
  Score: Raw -407074.914753 + Penalty 2710.493036 = -404364.421717
  nChanged 128
		SP:Iteration 12Q (3354.240000 sec): 3 clusters
  Score: Raw -407150.313092 + Penalty 2710.493036 = -404439.820057
  nChanged 116
		SP:Iteration 13Q (3354.250000 sec): 3 clusters
  Score: Raw -407217.973249 + Penalty 2710.493036 = -404507.480213
  nChanged 116
		SP:Iteration 14Q (3354.260000 sec): 3 clusters
  Score: Raw -407290.130595 + Penalty 2710.493036 = -404579.637559
  nChanged 109
		SP:Iteration 15Q (3354.270000 sec): 3 clusters
  Score: Raw -407371.340856 + Penalty 2710.493036 = -404660.847820
  nChanged 104
		SP:Iteration 16Q (3354.280000 sec): 3 clusters
  Score: Raw -407447.496721 + Penalty 2710.493036 = -404737.003686
  nChanged 88
		SP:Iteration 17Q (3354.290000 sec): 3 clusters
  Score: Raw -407509.057789 + Penalty 2710.493036 = -404798.564753
  nChanged 64
		SP:Iteration 18Q (3354.300000 sec): 3 clusters
  Score: Raw -407568.105465 + Penalty 2710.493036 = -404857.612430
  nChanged 67
		SP:Iteration 19Q (3354.310000 sec): 3 clusters
  Score: Raw -407622.927344 + Penalty 2710.493036 = -404912.434308
  nChanged 68
		SP:Iteration 20F (3354.330000 sec): 3 clusters
  Score: Raw -407703.086993 + Penalty 2710.493036 = -404992.593958
  nChanged 87
		SP:Iteration 21Q (3354.330000 sec): 3 clusters
  Score: Raw -407795.516711 + Penalty 2710.493036 = -405085.023675
  nChanged 66
		SP:Iteration 22Q (3354.350000 sec): 3 clusters
  Score: Raw -407862.281354 + Penalty 2710.493036 = -405151.788318
  nChanged 65
		SP:Iteration 23Q (3354.350000 sec): 3 clusters
  Score: Raw -407941.014256 + Penalty 2710.493036 = -405230.521220
  nChanged 48
		SP:Iteration 24Q (3354.370000 sec): 3 clusters
  Score: Raw -407984.100850 + Penalty 2710.493036 = -405273.607814
  nChanged 41
		SP:Iteration 25Q (3354.370000 sec): 3 clusters
  Score: Raw -408021.379660 + Penalty 2710.493036 = -405310.886624
  nChanged 33
		SP:Iteration 26Q (3354.390000 sec): 3 clusters
  Score: Raw -408057.577432 + Penalty 2710.493036 = -405347.084396
  nChanged 39
		SP:Iteration 27Q (3354.390000 sec): 3 clusters
  Score: Raw -408094.009084 + Penalty 2710.493036 = -405383.516049
  nChanged 35
		SP:Iteration 28Q (3354.400000 sec): 3 clusters
  Score: Raw -408117.944380 + Penalty 2710.493036 = -405407.451344
  nChanged 29
		SP:Iteration 29Q (3354.410000 sec): 3 clusters
  Score: Raw -408133.716426 + Penalty 2710.493036 = -405423.223390
  nChanged 20
		SP:Iteration 30Q (3354.420000 sec): 3 clusters
  Score: Raw -408143.093893 + Penalty 2710.493036 = -405432.600857
  nChanged 14
		SP:Iteration 31Q (3354.430000 sec): 3 clusters
  Score: Raw -408151.408195 + Penalty 2710.493036 = -405440.915159
  nChanged 17
		SP:Iteration 32Q (3354.440000 sec): 3 clusters
  Score: Raw -408160.523258 + Penalty 2710.493036 = -405450.030222
  nChanged 19
		SP:Iteration 33Q (3354.450000 sec): 3 clusters
  Score: Raw -408168.386927 + Penalty 2710.493036 = -405457.893891
  nChanged 17
		SP:Iteration 34Q (3354.460000 sec): 3 clusters
  Score: Raw -408177.151150 + Penalty 2710.493036 = -405466.658114
  nChanged 13
		SP:Iteration 35Q (3354.470000 sec): 3 clusters
  Score: Raw -408182.425843 + Penalty 2710.493036 = -405471.932807
  nChanged 8
		SP:Iteration 36Q (3354.480000 sec): 3 clusters
  Score: Raw -408187.646107 + Penalty 2710.493036 = -405477.153071
  nChanged 12
		SP:Iteration 37Q (3354.490000 sec): 3 clusters
  Score: Raw -408196.058910 + Penalty 2710.493036 = -405485.565874
  nChanged 15
		SP:Iteration 38Q (3354.490000 sec): 3 clusters
  Score: Raw -408204.504319 + Penalty 2710.493036 = -405494.011283
  nChanged 10
		SP:Iteration 39Q (3354.500000 sec): 3 clusters
  Score: Raw -408207.857841 + Penalty 2710.493036 = -405497.364805
  nChanged 10
		SP:Iteration 40F (3354.510000 sec): 3 clusters
  Score: Raw -408211.588504 + Penalty 2710.493036 = -405501.095468
  nChanged 8
		SP:Iteration 41Q (3354.520000 sec): 3 clusters
  Score: Raw -408213.691659 + Penalty 2710.493036 = -405503.198623
  nChanged 3
		SP:Iteration 42Q (3354.530000 sec): 3 clusters
  Score: Raw -408214.667896 + Penalty 2710.493036 = -405504.174860
  nChanged 4
		SP:Iteration 43Q (3354.540000 sec): 3 clusters
  Score: Raw -408216.011500 + Penalty 2710.493036 = -405505.518464
  nChanged 4
		SP:Iteration 44Q (3354.550000 sec): 3 clusters
  Score: Raw -408217.706799 + Penalty 2710.493036 = -405507.213763
  nChanged 4
		SP:Iteration 45Q (3354.560000 sec): 3 clusters
  Score: Raw -408219.538874 + Penalty 2710.493036 = -405509.045838
  nChanged 3
		SP:Iteration 46Q (3354.570000 sec): 3 clusters
  Score: Raw -408220.489271 + Penalty 2710.493036 = -405509.996235
  nChanged 2
		SP:Iteration 47Q (3354.570000 sec): 3 clusters
  Score: Raw -408221.138989 + Penalty 2710.493036 = -405510.645953
  nChanged 0
		SP:Iteration 48F (3354.590000 sec): 3 clusters
  Score: Raw -408221.138989 + Penalty 2710.493036 = -405510.645953
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 11 (21957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3354.660000 sec): 2 clusters
  Score: Raw -2224115.405132 + Penalty 1624.486707 = -2222490.918425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3354.710000 sec): 3 clusters
  Score: Raw -2210879.421571 + Penalty 3248.973414 = -2207630.448156
  nChanged 9941
		SP:Iteration 1F (3354.770000 sec): 3 clusters
  Score: Raw -2216536.152864 + Penalty 3248.973414 = -2213287.179450
  nChanged 1233
		SP:Iteration 2F (3354.830000 sec): 3 clusters
  Score: Raw -2217095.277641 + Penalty 3248.973414 = -2213846.304226
  nChanged 1310
		SP:Iteration 3F (3354.890000 sec): 3 clusters
  Score: Raw -2217775.707503 + Penalty 3248.973414 = -2214526.734089
  nChanged 1397
		SP:Iteration 4F (3354.950000 sec): 3 clusters
  Score: Raw -2218663.738319 + Penalty 3248.973414 = -2215414.764905
  nChanged 1503
		SP:Iteration 5F (3355.010000 sec): 3 clusters
  Score: Raw -2219803.616129 + Penalty 3248.973414 = -2216554.642715
  nChanged 1589
		SP:Iteration 6F (3355.060000 sec): 3 clusters
  Score: Raw -2221173.040276 + Penalty 3248.973414 = -2217924.066862
  nChanged 1388
		SP:Iteration 7F (3355.120000 sec): 3 clusters
  Score: Raw -2222428.021806 + Penalty 3248.973414 = -2219179.048392
  nChanged 995
		SP:Iteration 8Q (3355.180000 sec): 3 clusters
  Score: Raw -2223344.614426 + Penalty 3248.973414 = -2220095.641012
  nChanged 644
		SP:Iteration 9Q (3355.240000 sec): 3 clusters
  Score: Raw -2223946.476152 + Penalty 3248.973414 = -2220697.502738
  nChanged 395
		SP:Iteration 10Q (3355.290000 sec): 3 clusters
  Score: Raw -2224340.861479 + Penalty 3248.973414 = -2221091.888065
  nChanged 229
		SP:Iteration 11Q (3355.340000 sec): 3 clusters
  Score: Raw -2224553.657184 + Penalty 3248.973414 = -2221304.683770
  nChanged 139
		SP:Iteration 12Q (3355.390000 sec): 3 clusters
  Score: Raw -2224677.768056 + Penalty 3248.973414 = -2221428.794642
  nChanged 108
		SP:Iteration 13Q (3355.430000 sec): 3 clusters
  Score: Raw -2224762.295489 + Penalty 3248.973414 = -2221513.322075
  nChanged 86
		SP:Iteration 14Q (3355.480000 sec): 3 clusters
  Score: Raw -2224808.832094 + Penalty 3248.973414 = -2221559.858680
  nChanged 45
		SP:Iteration 15Q (3355.520000 sec): 3 clusters
  Score: Raw -2224834.506337 + Penalty 3248.973414 = -2221585.532923
  nChanged 41
		SP:Iteration 16Q (3355.570000 sec): 3 clusters
  Score: Raw -2224859.965299 + Penalty 3248.973414 = -2221610.991885
  nChanged 40
		SP:Iteration 17Q (3355.610000 sec): 3 clusters
  Score: Raw -2224886.904551 + Penalty 3248.973414 = -2221637.931137
  nChanged 48
		SP:Iteration 18Q (3355.650000 sec): 3 clusters
  Score: Raw -2224918.417374 + Penalty 3248.973414 = -2221669.443960
  nChanged 36
		SP:Iteration 19Q (3355.700000 sec): 3 clusters
  Score: Raw -2224941.650479 + Penalty 3248.973414 = -2221692.677065
  nChanged 37
		SP:Iteration 20F (3355.760000 sec): 3 clusters
  Score: Raw -2224959.477972 + Penalty 3248.973414 = -2221710.504558
  nChanged 24
		SP:Iteration 21Q (3355.800000 sec): 3 clusters
  Score: Raw -2224978.520873 + Penalty 3248.973414 = -2221729.547459
  nChanged 27
		SP:Iteration 22Q (3355.840000 sec): 3 clusters
  Score: Raw -2225001.407151 + Penalty 3248.973414 = -2221752.433737
  nChanged 25
		SP:Iteration 23Q (3355.890000 sec): 3 clusters
  Score: Raw -2225017.621340 + Penalty 3248.973414 = -2221768.647926
  nChanged 24
		SP:Iteration 24Q (3355.930000 sec): 3 clusters
  Score: Raw -2225028.786374 + Penalty 3248.973414 = -2221779.812960
  nChanged 18
		SP:Iteration 25Q (3355.970000 sec): 3 clusters
  Score: Raw -2225039.230591 + Penalty 3248.973414 = -2221790.257177
  nChanged 12
		SP:Iteration 26Q (3356.010000 sec): 3 clusters
  Score: Raw -2225044.507525 + Penalty 3248.973414 = -2221795.534111
  nChanged 12
		SP:Iteration 27Q (3356.050000 sec): 3 clusters
  Score: Raw -2225049.838492 + Penalty 3248.973414 = -2221800.865078
  nChanged 14
		SP:Iteration 28Q (3356.100000 sec): 3 clusters
  Score: Raw -2225056.589019 + Penalty 3248.973414 = -2221807.615605
  nChanged 8
		SP:Iteration 29Q (3356.140000 sec): 3 clusters
  Score: Raw -2225059.232468 + Penalty 3248.973414 = -2221810.259054
  nChanged 3
		SP:Iteration 30Q (3356.190000 sec): 3 clusters
  Score: Raw -2225061.062838 + Penalty 3248.973414 = -2221812.089424
  nChanged 4
		SP:Iteration 31Q (3356.230000 sec): 3 clusters
  Score: Raw -2225062.852014 + Penalty 3248.973414 = -2221813.878600
  nChanged 4
		SP:Iteration 32Q (3356.270000 sec): 3 clusters
  Score: Raw -2225064.040639 + Penalty 3248.973414 = -2221815.067225
  nChanged 4
		SP:Iteration 33Q (3356.310000 sec): 3 clusters
  Score: Raw -2225065.463802 + Penalty 3248.973414 = -2221816.490388
  nChanged 6
		SP:Iteration 34Q (3356.360000 sec): 3 clusters
  Score: Raw -2225066.814693 + Penalty 3248.973414 = -2221817.841279
  nChanged 2
		SP:Iteration 35Q (3356.400000 sec): 3 clusters
  Score: Raw -2225067.136062 + Penalty 3248.973414 = -2221818.162648
  nChanged 1
		SP:Iteration 36Q (3356.440000 sec): 3 clusters
  Score: Raw -2225068.211276 + Penalty 3248.973414 = -2221819.237862
  nChanged 2
		SP:Iteration 37Q (3356.480000 sec): 3 clusters
  Score: Raw -2225071.004760 + Penalty 3248.973414 = -2221822.031346
  nChanged 6
		SP:Iteration 38Q (3356.530000 sec): 3 clusters
  Score: Raw -2225074.547172 + Penalty 3248.973414 = -2221825.573758
  nChanged 7
		SP:Iteration 39Q (3356.570000 sec): 3 clusters
  Score: Raw -2225077.805060 + Penalty 3248.973414 = -2221828.831646
  nChanged 9
		SP:Iteration 40F (3356.630000 sec): 3 clusters
  Score: Raw -2225081.462580 + Penalty 3248.973414 = -2221832.489166
  nChanged 6
		SP:Iteration 41Q (3356.670000 sec): 3 clusters
  Score: Raw -2225085.070453 + Penalty 3248.973414 = -2221836.097038
  nChanged 3
		SP:Iteration 42Q (3356.710000 sec): 3 clusters
  Score: Raw -2225086.768908 + Penalty 3248.973414 = -2221837.795494
  nChanged 4
		SP:Iteration 43Q (3356.760000 sec): 3 clusters
  Score: Raw -2225089.454698 + Penalty 3248.973414 = -2221840.481284
  nChanged 4
		SP:Iteration 44Q (3356.800000 sec): 3 clusters
  Score: Raw -2225091.545146 + Penalty 3248.973414 = -2221842.571732
  nChanged 7
		SP:Iteration 45Q (3356.850000 sec): 3 clusters
  Score: Raw -2225094.771202 + Penalty 3248.973414 = -2221845.797788
  nChanged 11
		SP:Iteration 46Q (3356.890000 sec): 3 clusters
  Score: Raw -2225100.947369 + Penalty 3248.973414 = -2221851.973955
  nChanged 15
		SP:Iteration 47Q (3356.930000 sec): 3 clusters
  Score: Raw -2225118.401912 + Penalty 3248.973414 = -2221869.428498
  nChanged 14
		SP:Iteration 48Q (3356.970000 sec): 3 clusters
  Score: Raw -2225132.319231 + Penalty 3248.973414 = -2221883.345817
  nChanged 18
		SP:Iteration 49Q (3357.010000 sec): 3 clusters
  Score: Raw -2225142.755821 + Penalty 3248.973414 = -2221893.782407
  nChanged 13
		SP:Iteration 50Q (3357.060000 sec): 3 clusters
  Score: Raw -2225149.572043 + Penalty 3248.973414 = -2221900.598629
  nChanged 7
		SP:Iteration 51Q (3357.100000 sec): 3 clusters
  Score: Raw -2225153.459309 + Penalty 3248.973414 = -2221904.485895
  nChanged 8
		SP:Iteration 52Q (3357.140000 sec): 3 clusters
  Score: Raw -2225156.149014 + Penalty 3248.973414 = -2221907.175600
  nChanged 4
		SP:Iteration 53Q (3357.180000 sec): 3 clusters
  Score: Raw -2225157.450104 + Penalty 3248.973414 = -2221908.476690
  nChanged 2
		SP:Iteration 54Q (3357.220000 sec): 3 clusters
  Score: Raw -2225158.566410 + Penalty 3248.973414 = -2221909.592996
  nChanged 2
		SP:Iteration 55Q (3357.270000 sec): 3 clusters
  Score: Raw -2225159.434824 + Penalty 3248.973414 = -2221910.461410
  nChanged 1
		SP:Iteration 56Q (3357.310000 sec): 3 clusters
  Score: Raw -2225160.064102 + Penalty 3248.973414 = -2221911.090688
  nChanged 1
		SP:Iteration 57Q (3357.350000 sec): 3 clusters
  Score: Raw -2225160.281890 + Penalty 3248.973414 = -2221911.308476
  nChanged 0
		SP:Iteration 58F (3357.410000 sec): 3 clusters
  Score: Raw -2225160.281890 + Penalty 3248.973414 = -2221911.308476
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 12 (60592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3357.600000 sec): 2 clusters
  Score: Raw -6219026.041606 + Penalty 1789.436699 = -6217236.604907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3357.770000 sec): 3 clusters
  Score: Raw -6180361.645056 + Penalty 3578.873399 = -6176782.771658
  nChanged 28702
		SP:Iteration 1F (3357.930000 sec): 3 clusters
  Score: Raw -6197120.084758 + Penalty 3578.873399 = -6193541.211360
  nChanged 2383
		SP:Iteration 2Q (3358.110000 sec): 3 clusters
  Score: Raw -6197887.985762 + Penalty 3578.873399 = -6194309.112363
  nChanged 2674
		SP:Iteration 3Q (3358.280000 sec): 3 clusters
  Score: Raw -6198935.329695 + Penalty 3578.873399 = -6195356.456297
  nChanged 3046
		SP:Iteration 4F (3358.450000 sec): 3 clusters
  Score: Raw -6200339.144290 + Penalty 3578.873399 = -6196760.270891
  nChanged 3423
		SP:Iteration 5F (3358.610000 sec): 3 clusters
  Score: Raw -6202170.903011 + Penalty 3578.873399 = -6198592.029612
  nChanged 3747
		SP:Iteration 6F (3358.780000 sec): 3 clusters
  Score: Raw -6204378.875503 + Penalty 3578.873399 = -6200800.002104
  nChanged 3635
		SP:Iteration 7F (3358.950000 sec): 3 clusters
  Score: Raw -6206693.188811 + Penalty 3578.873399 = -6203114.315412
  nChanged 3354
		SP:Iteration 8F (3359.110000 sec): 3 clusters
  Score: Raw -6209002.203664 + Penalty 3578.873399 = -6205423.330265
  nChanged 2971
		SP:Iteration 9Q (3359.280000 sec): 3 clusters
  Score: Raw -6211119.312444 + Penalty 3578.873399 = -6207540.439045
  nChanged 2440
		SP:Iteration 10Q (3359.450000 sec): 3 clusters
  Score: Raw -6212839.979072 + Penalty 3578.873399 = -6209261.105673
  nChanged 1943
		SP:Iteration 11Q (3359.610000 sec): 3 clusters
  Score: Raw -6213987.573773 + Penalty 3578.873399 = -6210408.700374
  nChanged 1458
		SP:Iteration 12Q (3359.770000 sec): 3 clusters
  Score: Raw -6214669.181117 + Penalty 3578.873399 = -6211090.307718
  nChanged 1068
		SP:Iteration 13Q (3359.930000 sec): 3 clusters
  Score: Raw -6215079.719460 + Penalty 3578.873399 = -6211500.846061
  nChanged 855
		SP:Iteration 14Q (3360.080000 sec): 3 clusters
  Score: Raw -6215330.182791 + Penalty 3578.873399 = -6211751.309392
  nChanged 672
		SP:Iteration 15Q (3360.230000 sec): 3 clusters
  Score: Raw -6215497.211593 + Penalty 3578.873399 = -6211918.338194
  nChanged 533
		SP:Iteration 16Q (3360.390000 sec): 3 clusters
  Score: Raw -6215602.512605 + Penalty 3578.873399 = -6212023.639206
  nChanged 438
		SP:Iteration 17Q (3360.550000 sec): 3 clusters
  Score: Raw -6215676.798745 + Penalty 3578.873399 = -6212097.925346
  nChanged 367
		SP:Iteration 18Q (3360.700000 sec): 3 clusters
  Score: Raw -6215735.509435 + Penalty 3578.873399 = -6212156.636037
  nChanged 326
		SP:Iteration 19Q (3360.850000 sec): 3 clusters
  Score: Raw -6215783.329212 + Penalty 3578.873399 = -6212204.455813
  nChanged 302
		SP:Iteration 20F (3361.010000 sec): 3 clusters
  Score: Raw -6215823.414498 + Penalty 3578.873399 = -6212244.541100
  nChanged 307
		SP:Iteration 21Q (3361.170000 sec): 3 clusters
  Score: Raw -6215862.665532 + Penalty 3578.873399 = -6212283.792133
  nChanged 276
		SP:Iteration 22Q (3361.320000 sec): 3 clusters
  Score: Raw -6215897.249063 + Penalty 3578.873399 = -6212318.375665
  nChanged 279
		SP:Iteration 23Q (3361.470000 sec): 3 clusters
  Score: Raw -6215934.190041 + Penalty 3578.873399 = -6212355.316643
  nChanged 265
		SP:Iteration 24Q (3361.620000 sec): 3 clusters
  Score: Raw -6215971.463237 + Penalty 3578.873399 = -6212392.589838
  nChanged 287
		SP:Iteration 25Q (3361.770000 sec): 3 clusters
  Score: Raw -6216013.420444 + Penalty 3578.873399 = -6212434.547045
  nChanged 309
		SP:Iteration 26Q (3361.930000 sec): 3 clusters
  Score: Raw -6216059.797370 + Penalty 3578.873399 = -6212480.923971
  nChanged 304
		SP:Iteration 27Q (3362.080000 sec): 3 clusters
  Score: Raw -6216107.834244 + Penalty 3578.873399 = -6212528.960846
  nChanged 343
		SP:Iteration 28Q (3362.220000 sec): 3 clusters
  Score: Raw -6216170.340467 + Penalty 3578.873399 = -6212591.467069
  nChanged 383
		SP:Iteration 29Q (3362.370000 sec): 3 clusters
  Score: Raw -6216246.440995 + Penalty 3578.873399 = -6212667.567596
  nChanged 418
		SP:Iteration 30Q (3362.520000 sec): 3 clusters
  Score: Raw -6216337.463847 + Penalty 3578.873399 = -6212758.590448
  nChanged 461
		SP:Iteration 31Q (3362.670000 sec): 3 clusters
  Score: Raw -6216449.969289 + Penalty 3578.873399 = -6212871.095890
  nChanged 468
		SP:Iteration 32Q (3362.820000 sec): 3 clusters
  Score: Raw -6216574.216394 + Penalty 3578.873399 = -6212995.342995
  nChanged 472
		SP:Iteration 33Q (3362.960000 sec): 3 clusters
  Score: Raw -6216700.742263 + Penalty 3578.873399 = -6213121.868864
  nChanged 471
		SP:Iteration 34Q (3363.110000 sec): 3 clusters
  Score: Raw -6216828.018562 + Penalty 3578.873399 = -6213249.145163
  nChanged 461
		SP:Iteration 35Q (3363.260000 sec): 3 clusters
  Score: Raw -6216938.265761 + Penalty 3578.873399 = -6213359.392362
  nChanged 427
		SP:Iteration 36Q (3363.400000 sec): 3 clusters
  Score: Raw -6217036.114205 + Penalty 3578.873399 = -6213457.240806
  nChanged 404
		SP:Iteration 37Q (3363.540000 sec): 3 clusters
  Score: Raw -6217128.864430 + Penalty 3578.873399 = -6213549.991031
  nChanged 383
		SP:Iteration 38Q (3363.690000 sec): 3 clusters
  Score: Raw -6217211.493201 + Penalty 3578.873399 = -6213632.619803
  nChanged 358
		SP:Iteration 39Q (3363.830000 sec): 3 clusters
  Score: Raw -6217290.027599 + Penalty 3578.873399 = -6213711.154200
  nChanged 373
		SP:Iteration 40F (3364.000000 sec): 3 clusters
  Score: Raw -6217375.348266 + Penalty 3578.873399 = -6213796.474867
  nChanged 392
		SP:Iteration 41Q (3364.150000 sec): 3 clusters
  Score: Raw -6217464.114217 + Penalty 3578.873399 = -6213885.240818
  nChanged 372
		SP:Iteration 42Q (3364.290000 sec): 3 clusters
  Score: Raw -6217544.625757 + Penalty 3578.873399 = -6213965.752358
  nChanged 341
		SP:Iteration 43Q (3364.430000 sec): 3 clusters
  Score: Raw -6217613.769283 + Penalty 3578.873399 = -6214034.895885
  nChanged 325
		SP:Iteration 44Q (3364.570000 sec): 3 clusters
  Score: Raw -6217677.298457 + Penalty 3578.873399 = -6214098.425058
  nChanged 319
		SP:Iteration 45Q (3364.710000 sec): 3 clusters
  Score: Raw -6217737.534228 + Penalty 3578.873399 = -6214158.660829
  nChanged 304
		SP:Iteration 46Q (3364.850000 sec): 3 clusters
  Score: Raw -6217797.488004 + Penalty 3578.873399 = -6214218.614605
  nChanged 299
		SP:Iteration 47Q (3364.990000 sec): 3 clusters
  Score: Raw -6217858.996858 + Penalty 3578.873399 = -6214280.123459
  nChanged 300
		SP:Iteration 48Q (3365.130000 sec): 3 clusters
  Score: Raw -6217919.173859 + Penalty 3578.873399 = -6214340.300461
  nChanged 274
		SP:Iteration 49Q (3365.270000 sec): 3 clusters
  Score: Raw -6217970.006281 + Penalty 3578.873399 = -6214391.132882
  nChanged 260
		SP:Iteration 50Q (3365.400000 sec): 3 clusters
  Score: Raw -6218014.043497 + Penalty 3578.873399 = -6214435.170098
  nChanged 246
		SP:Iteration 51Q (3365.540000 sec): 3 clusters
  Score: Raw -6218056.942238 + Penalty 3578.873399 = -6214478.068840
  nChanged 245
		SP:Iteration 52Q (3365.670000 sec): 3 clusters
  Score: Raw -6218094.999716 + Penalty 3578.873399 = -6214516.126318
  nChanged 192
		SP:Iteration 53Q (3365.810000 sec): 3 clusters
  Score: Raw -6218122.952987 + Penalty 3578.873399 = -6214544.079588
  nChanged 198
		SP:Iteration 54Q (3365.940000 sec): 3 clusters
  Score: Raw -6218152.553763 + Penalty 3578.873399 = -6214573.680364
  nChanged 196
		SP:Iteration 55Q (3366.080000 sec): 3 clusters
  Score: Raw -6218182.496095 + Penalty 3578.873399 = -6214603.622696
  nChanged 191
		SP:Iteration 56Q (3366.210000 sec): 3 clusters
  Score: Raw -6218210.788424 + Penalty 3578.873399 = -6214631.915025
  nChanged 199
		SP:Iteration 57Q (3366.350000 sec): 3 clusters
  Score: Raw -6218240.399790 + Penalty 3578.873399 = -6214661.526391
  nChanged 195
		SP:Iteration 58Q (3366.480000 sec): 3 clusters
  Score: Raw -6218271.372215 + Penalty 3578.873399 = -6214692.498816
  nChanged 193
		SP:Iteration 59Q (3366.610000 sec): 3 clusters
  Score: Raw -6218304.371361 + Penalty 3578.873399 = -6214725.497962
  nChanged 192
		SP:Iteration 60F (3366.780000 sec): 3 clusters
  Score: Raw -6218338.385432 + Penalty 3578.873399 = -6214759.512033
  nChanged 170
		SP:Iteration 61Q (3366.900000 sec): 3 clusters
  Score: Raw -6218370.073244 + Penalty 3578.873399 = -6214791.199845
  nChanged 179
		SP:Iteration 62Q (3367.030000 sec): 3 clusters
  Score: Raw -6218402.705909 + Penalty 3578.873399 = -6214823.832511
  nChanged 173
		SP:Iteration 63Q (3367.170000 sec): 3 clusters
  Score: Raw -6218436.312715 + Penalty 3578.873399 = -6214857.439316
  nChanged 171
		SP:Iteration 64Q (3367.290000 sec): 3 clusters
  Score: Raw -6218468.237612 + Penalty 3578.873399 = -6214889.364213
  nChanged 182
		SP:Iteration 65Q (3367.430000 sec): 3 clusters
  Score: Raw -6218500.009904 + Penalty 3578.873399 = -6214921.136505
  nChanged 178
		SP:Iteration 66Q (3367.570000 sec): 3 clusters
  Score: Raw -6218531.874739 + Penalty 3578.873399 = -6214953.001340
  nChanged 170
		SP:Iteration 67Q (3367.700000 sec): 3 clusters
  Score: Raw -6218561.117921 + Penalty 3578.873399 = -6214982.244522
  nChanged 169
		SP:Iteration 68Q (3367.830000 sec): 3 clusters
  Score: Raw -6218591.109303 + Penalty 3578.873399 = -6215012.235904
  nChanged 147
		SP:Iteration 69Q (3367.950000 sec): 3 clusters
  Score: Raw -6218619.093465 + Penalty 3578.873399 = -6215040.220066
  nChanged 155
		SP:Iteration 70Q (3368.080000 sec): 3 clusters
  Score: Raw -6218646.622133 + Penalty 3578.873399 = -6215067.748734
  nChanged 138
		SP:Iteration 71Q (3368.210000 sec): 3 clusters
  Score: Raw -6218670.498492 + Penalty 3578.873399 = -6215091.625093
  nChanged 123
		SP:Iteration 72Q (3368.340000 sec): 3 clusters
  Score: Raw -6218689.888538 + Penalty 3578.873399 = -6215111.015139
  nChanged 105
		SP:Iteration 73Q (3368.470000 sec): 3 clusters
  Score: Raw -6218704.834304 + Penalty 3578.873399 = -6215125.960906
  nChanged 98
		SP:Iteration 74Q (3368.590000 sec): 3 clusters
  Score: Raw -6218719.843057 + Penalty 3578.873399 = -6215140.969658
  nChanged 95
		SP:Iteration 75Q (3368.720000 sec): 3 clusters
  Score: Raw -6218735.136988 + Penalty 3578.873399 = -6215156.263590
  nChanged 110
		SP:Iteration 76Q (3368.850000 sec): 3 clusters
  Score: Raw -6218757.269980 + Penalty 3578.873399 = -6215178.396582
  nChanged 116
		SP:Iteration 77Q (3368.970000 sec): 3 clusters
  Score: Raw -6218779.246204 + Penalty 3578.873399 = -6215200.372805
  nChanged 107
		SP:Iteration 78Q (3369.100000 sec): 3 clusters
  Score: Raw -6218801.745074 + Penalty 3578.873399 = -6215222.871675
  nChanged 107
		SP:Iteration 79Q (3369.230000 sec): 3 clusters
  Score: Raw -6218822.005465 + Penalty 3578.873399 = -6215243.132067
  nChanged 80
		SP:Iteration 80F (3369.390000 sec): 3 clusters
  Score: Raw -6218837.318466 + Penalty 3578.873399 = -6215258.445068
  nChanged 88
		SP:Iteration 81Q (3369.510000 sec): 3 clusters
  Score: Raw -6218853.828475 + Penalty 3578.873399 = -6215274.955076
  nChanged 88
		SP:Iteration 82Q (3369.640000 sec): 3 clusters
  Score: Raw -6218871.393828 + Penalty 3578.873399 = -6215292.520429
  nChanged 89
		SP:Iteration 83Q (3369.760000 sec): 3 clusters
  Score: Raw -6218888.539335 + Penalty 3578.873399 = -6215309.665936
  nChanged 94
		SP:Iteration 84Q (3369.880000 sec): 3 clusters
  Score: Raw -6218905.654554 + Penalty 3578.873399 = -6215326.781155
  nChanged 80
		SP:Iteration 85Q (3370.010000 sec): 3 clusters
  Score: Raw -6218922.214294 + Penalty 3578.873399 = -6215343.340895
  nChanged 83
		SP:Iteration 86Q (3370.130000 sec): 3 clusters
  Score: Raw -6218937.488426 + Penalty 3578.873399 = -6215358.615027
  nChanged 71
		SP:Iteration 87Q (3370.260000 sec): 3 clusters
  Score: Raw -6218951.704600 + Penalty 3578.873399 = -6215372.831201
  nChanged 88
		SP:Iteration 88Q (3370.380000 sec): 3 clusters
  Score: Raw -6218971.953722 + Penalty 3578.873399 = -6215393.080324
  nChanged 102
		SP:Iteration 89Q (3370.500000 sec): 3 clusters
  Score: Raw -6218992.493619 + Penalty 3578.873399 = -6215413.620220
  nChanged 87
		SP:Iteration 90Q (3370.630000 sec): 3 clusters
  Score: Raw -6219011.217803 + Penalty 3578.873399 = -6215432.344405
  nChanged 68
		SP:Iteration 91Q (3370.750000 sec): 3 clusters
  Score: Raw -6219024.011008 + Penalty 3578.873399 = -6215445.137610
  nChanged 56
		SP:Iteration 92Q (3370.870000 sec): 3 clusters
  Score: Raw -6219034.132112 + Penalty 3578.873399 = -6215455.258713
  nChanged 46
		SP:Iteration 93Q (3371.000000 sec): 3 clusters
  Score: Raw -6219042.700946 + Penalty 3578.873399 = -6215463.827547
  nChanged 52
		SP:Iteration 94Q (3371.130000 sec): 3 clusters
  Score: Raw -6219053.219839 + Penalty 3578.873399 = -6215474.346440
  nChanged 51
		SP:Iteration 95Q (3371.250000 sec): 3 clusters
  Score: Raw -6219062.470231 + Penalty 3578.873399 = -6215483.596833
  nChanged 47
		SP:Iteration 96Q (3371.370000 sec): 3 clusters
  Score: Raw -6219072.151806 + Penalty 3578.873399 = -6215493.278407
  nChanged 48
		SP:Iteration 97Q (3371.490000 sec): 3 clusters
  Score: Raw -6219080.542570 + Penalty 3578.873399 = -6215501.669171
  nChanged 41
		SP:Iteration 98Q (3371.610000 sec): 3 clusters
  Score: Raw -6219087.812189 + Penalty 3578.873399 = -6215508.938790
  nChanged 36
		SP:Iteration 99Q (3371.730000 sec): 3 clusters
  Score: Raw -6219094.603261 + Penalty 3578.873399 = -6215515.729862
  nChanged 32
		SP:Iteration 100F (3371.900000 sec): 3 clusters
  Score: Raw -6219100.017066 + Penalty 3578.873399 = -6215521.143667
  nChanged 27
		SP:Iteration 101Q (3372.020000 sec): 3 clusters
  Score: Raw -6219105.644765 + Penalty 3578.873399 = -6215526.771366
  nChanged 23
		SP:Iteration 102Q (3372.140000 sec): 3 clusters
  Score: Raw -6219110.328852 + Penalty 3578.873399 = -6215531.455454
  nChanged 23
		SP:Iteration 103Q (3372.270000 sec): 3 clusters
  Score: Raw -6219114.574600 + Penalty 3578.873399 = -6215535.701201
  nChanged 23
		SP:Iteration 104Q (3372.390000 sec): 3 clusters
  Score: Raw -6219119.532382 + Penalty 3578.873399 = -6215540.658983
  nChanged 23
		SP:Iteration 105Q (3372.510000 sec): 3 clusters
  Score: Raw -6219123.711332 + Penalty 3578.873399 = -6215544.837933
  nChanged 25
		SP:Iteration 106Q (3372.630000 sec): 3 clusters
  Score: Raw -6219128.502141 + Penalty 3578.873399 = -6215549.628742
  nChanged 28
		SP:Iteration 107Q (3372.750000 sec): 3 clusters
  Score: Raw -6219135.255386 + Penalty 3578.873399 = -6215556.381987
  nChanged 26
		SP:Iteration 108Q (3372.870000 sec): 3 clusters
  Score: Raw -6219141.424015 + Penalty 3578.873399 = -6215562.550617
  nChanged 27
		SP:Iteration 109Q (3372.990000 sec): 3 clusters
  Score: Raw -6219147.595498 + Penalty 3578.873399 = -6215568.722100
  nChanged 28
		SP:Iteration 110Q (3373.110000 sec): 3 clusters
  Score: Raw -6219155.562181 + Penalty 3578.873399 = -6215576.688782
  nChanged 31
		SP:Iteration 111Q (3373.240000 sec): 3 clusters
  Score: Raw -6219161.919352 + Penalty 3578.873399 = -6215583.045954
  nChanged 30
		SP:Iteration 112Q (3373.360000 sec): 3 clusters
  Score: Raw -6219168.873100 + Penalty 3578.873399 = -6215589.999701
  nChanged 38
		SP:Iteration 113Q (3373.480000 sec): 3 clusters
  Score: Raw -6219178.603442 + Penalty 3578.873399 = -6215599.730043
  nChanged 36
		SP:Iteration 114Q (3373.600000 sec): 3 clusters
  Score: Raw -6219185.755886 + Penalty 3578.873399 = -6215606.882488
  nChanged 22
		SP:Iteration 115Q (3373.730000 sec): 3 clusters
  Score: Raw -6219190.354292 + Penalty 3578.873399 = -6215611.480893
  nChanged 26
		SP:Iteration 116Q (3373.850000 sec): 3 clusters
  Score: Raw -6219197.556128 + Penalty 3578.873399 = -6215618.682729
  nChanged 26
		SP:Iteration 117Q (3373.970000 sec): 3 clusters
  Score: Raw -6219203.990912 + Penalty 3578.873399 = -6215625.117513
  nChanged 22
		SP:Iteration 118Q (3374.090000 sec): 3 clusters
  Score: Raw -6219210.210076 + Penalty 3578.873399 = -6215631.336677
  nChanged 27
		SP:Iteration 119Q (3374.210000 sec): 3 clusters
  Score: Raw -6219216.473006 + Penalty 3578.873399 = -6215637.599607
  nChanged 27
		SP:Iteration 120F (3374.370000 sec): 3 clusters
  Score: Raw -6219223.417047 + Penalty 3578.873399 = -6215644.543648
  nChanged 29
		SP:Iteration 121Q (3374.490000 sec): 3 clusters
  Score: Raw -6219231.970370 + Penalty 3578.873399 = -6215653.096971
  nChanged 33
		SP:Iteration 122Q (3374.620000 sec): 3 clusters
  Score: Raw -6219240.124568 + Penalty 3578.873399 = -6215661.251169
  nChanged 30
		SP:Iteration 123Q (3374.740000 sec): 3 clusters
  Score: Raw -6219248.595873 + Penalty 3578.873399 = -6215669.722474
  nChanged 29
		SP:Iteration 124Q (3374.860000 sec): 3 clusters
  Score: Raw -6219257.452192 + Penalty 3578.873399 = -6215678.578793
  nChanged 41
		SP:Iteration 125Q (3374.980000 sec): 3 clusters
  Score: Raw -6219269.818514 + Penalty 3578.873399 = -6215690.945115
  nChanged 38
		SP:Iteration 126Q (3375.100000 sec): 3 clusters
  Score: Raw -6219279.191058 + Penalty 3578.873399 = -6215700.317659
  nChanged 19
		SP:Iteration 127Q (3375.220000 sec): 3 clusters
  Score: Raw -6219283.630520 + Penalty 3578.873399 = -6215704.757121
  nChanged 15
		SP:Iteration 128Q (3375.340000 sec): 3 clusters
  Score: Raw -6219286.350495 + Penalty 3578.873399 = -6215707.477097
  nChanged 14
		SP:Iteration 129Q (3375.460000 sec): 3 clusters
  Score: Raw -6219289.868885 + Penalty 3578.873399 = -6215710.995487
  nChanged 15
		SP:Iteration 130Q (3375.580000 sec): 3 clusters
  Score: Raw -6219293.819121 + Penalty 3578.873399 = -6215714.945722
  nChanged 13
		SP:Iteration 131Q (3375.700000 sec): 3 clusters
  Score: Raw -6219296.872831 + Penalty 3578.873399 = -6215717.999433
  nChanged 6
		SP:Iteration 132Q (3375.820000 sec): 3 clusters
  Score: Raw -6219298.536614 + Penalty 3578.873399 = -6215719.663215
  nChanged 9
		SP:Iteration 133Q (3375.940000 sec): 3 clusters
  Score: Raw -6219300.124029 + Penalty 3578.873399 = -6215721.250630
  nChanged 4
		SP:Iteration 134Q (3376.050000 sec): 3 clusters
  Score: Raw -6219300.950905 + Penalty 3578.873399 = -6215722.077506
  nChanged 5
		SP:Iteration 135Q (3376.170000 sec): 3 clusters
  Score: Raw -6219302.201982 + Penalty 3578.873399 = -6215723.328583
  nChanged 5
		SP:Iteration 136Q (3376.300000 sec): 3 clusters
  Score: Raw -6219303.690896 + Penalty 3578.873399 = -6215724.817497
  nChanged 3
		SP:Iteration 137Q (3376.430000 sec): 3 clusters
  Score: Raw -6219304.458003 + Penalty 3578.873399 = -6215725.584604
  nChanged 6
		SP:Iteration 138Q (3376.550000 sec): 3 clusters
  Score: Raw -6219305.830864 + Penalty 3578.873399 = -6215726.957465
  nChanged 4
		SP:Iteration 139Q (3376.670000 sec): 3 clusters
  Score: Raw -6219306.910877 + Penalty 3578.873399 = -6215728.037479
  nChanged 6
		SP:Iteration 140F (3376.830000 sec): 3 clusters
  Score: Raw -6219308.098956 + Penalty 3578.873399 = -6215729.225557
  nChanged 4
		SP:Iteration 141Q (3376.950000 sec): 3 clusters
  Score: Raw -6219308.820080 + Penalty 3578.873399 = -6215729.946681
  nChanged 5
		SP:Iteration 142Q (3377.070000 sec): 3 clusters
  Score: Raw -6219309.817027 + Penalty 3578.873399 = -6215730.943628
  nChanged 4
		SP:Iteration 143Q (3377.190000 sec): 3 clusters
  Score: Raw -6219310.541876 + Penalty 3578.873399 = -6215731.668477
  nChanged 1
		SP:Iteration 144Q (3377.310000 sec): 3 clusters
  Score: Raw -6219310.814997 + Penalty 3578.873399 = -6215731.941598
  nChanged 1
		SP:Iteration 145Q (3377.430000 sec): 3 clusters
  Score: Raw -6219310.910747 + Penalty 3578.873399 = -6215732.037348
  nChanged 1
		SP:Iteration 146Q (3377.550000 sec): 3 clusters
  Score: Raw -6219311.217021 + Penalty 3578.873399 = -6215732.343622
  nChanged 1
		SP:Iteration 147Q (3377.670000 sec): 3 clusters
  Score: Raw -6219311.353687 + Penalty 3578.873399 = -6215732.480288
  nChanged 2
		SP:Iteration 148Q (3377.780000 sec): 3 clusters
  Score: Raw -6219311.629623 + Penalty 3578.873399 = -6215732.756224
  nChanged 1
		SP:Iteration 149Q (3377.900000 sec): 3 clusters
  Score: Raw -6219311.890125 + Penalty 3578.873399 = -6215733.016726
  nChanged 0
		SP:Iteration 150F (3378.070000 sec): 3 clusters
  Score: Raw -6219311.890125 + Penalty 3578.873399 = -6215733.016726
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (6425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3378.130000 sec): 2 clusters
  Score: Raw -630561.860432 + Penalty 1424.792185 = -629137.068247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3378.140000 sec): 3 clusters
  Score: Raw -627126.379999 + Penalty 2849.584371 = -624276.795628
  nChanged 2658
		SP:Iteration 1F (3378.160000 sec): 3 clusters
  Score: Raw -628513.646155 + Penalty 2849.584371 = -625664.061784
  nChanged 457
		SP:Iteration 2F (3378.180000 sec): 3 clusters
  Score: Raw -628741.841000 + Penalty 2849.584371 = -625892.256629
  nChanged 357
		SP:Iteration 3F (3378.190000 sec): 3 clusters
  Score: Raw -628921.245518 + Penalty 2849.584371 = -626071.661147
  nChanged 324
		SP:Iteration 4F (3378.210000 sec): 3 clusters
  Score: Raw -629068.620993 + Penalty 2849.584371 = -626219.036622
  nChanged 275
		SP:Iteration 5Q (3378.230000 sec): 3 clusters
  Score: Raw -629204.279625 + Penalty 2849.584371 = -626354.695255
  nChanged 286
		SP:Iteration 6Q (3378.240000 sec): 3 clusters
  Score: Raw -629351.840423 + Penalty 2849.584371 = -626502.256053
  nChanged 260
		SP:Iteration 7Q (3378.260000 sec): 3 clusters
  Score: Raw -629488.687052 + Penalty 2849.584371 = -626639.102681
  nChanged 236
		SP:Iteration 8Q (3378.280000 sec): 3 clusters
  Score: Raw -629598.861493 + Penalty 2849.584371 = -626749.277122
  nChanged 218
		SP:Iteration 9Q (3378.290000 sec): 3 clusters
  Score: Raw -629695.795091 + Penalty 2849.584371 = -626846.210720
  nChanged 183
		SP:Iteration 10Q (3378.310000 sec): 3 clusters
  Score: Raw -629778.894518 + Penalty 2849.584371 = -626929.310147
  nChanged 163
		SP:Iteration 11Q (3378.330000 sec): 3 clusters
  Score: Raw -629849.791698 + Penalty 2849.584371 = -627000.207327
  nChanged 165
		SP:Iteration 12Q (3378.340000 sec): 3 clusters
  Score: Raw -629921.384736 + Penalty 2849.584371 = -627071.800365
  nChanged 149
		SP:Iteration 13Q (3378.360000 sec): 3 clusters
  Score: Raw -629984.137494 + Penalty 2849.584371 = -627134.553123
  nChanged 134
		SP:Iteration 14Q (3378.370000 sec): 3 clusters
  Score: Raw -630037.729471 + Penalty 2849.584371 = -627188.145100
  nChanged 121
		SP:Iteration 15Q (3378.390000 sec): 3 clusters
  Score: Raw -630085.329920 + Penalty 2849.584371 = -627235.745549
  nChanged 105
		SP:Iteration 16Q (3378.410000 sec): 3 clusters
  Score: Raw -630133.865678 + Penalty 2849.584371 = -627284.281307
  nChanged 100
		SP:Iteration 17Q (3378.430000 sec): 3 clusters
  Score: Raw -630180.330359 + Penalty 2849.584371 = -627330.745988
  nChanged 76
		SP:Iteration 18Q (3378.440000 sec): 3 clusters
  Score: Raw -630215.678279 + Penalty 2849.584371 = -627366.093908
  nChanged 74
		SP:Iteration 19Q (3378.460000 sec): 3 clusters
  Score: Raw -630243.482440 + Penalty 2849.584371 = -627393.898069
  nChanged 56
		SP:Iteration 20F (3378.470000 sec): 3 clusters
  Score: Raw -630265.372646 + Penalty 2849.584371 = -627415.788276
  nChanged 44
		SP:Iteration 21Q (3378.490000 sec): 3 clusters
  Score: Raw -630280.974523 + Penalty 2849.584371 = -627431.390152
  nChanged 53
		SP:Iteration 22Q (3378.510000 sec): 3 clusters
  Score: Raw -630300.610970 + Penalty 2849.584371 = -627451.026600
  nChanged 55
		SP:Iteration 23Q (3378.520000 sec): 3 clusters
  Score: Raw -630327.072519 + Penalty 2849.584371 = -627477.488149
  nChanged 74
		SP:Iteration 24Q (3378.540000 sec): 3 clusters
  Score: Raw -630364.080699 + Penalty 2849.584371 = -627514.496328
  nChanged 64
		SP:Iteration 25Q (3378.550000 sec): 3 clusters
  Score: Raw -630394.308716 + Penalty 2849.584371 = -627544.724345
  nChanged 52
		SP:Iteration 26Q (3378.570000 sec): 3 clusters
  Score: Raw -630415.127641 + Penalty 2849.584371 = -627565.543271
  nChanged 46
		SP:Iteration 27Q (3378.590000 sec): 3 clusters
  Score: Raw -630438.981729 + Penalty 2849.584371 = -627589.397358
  nChanged 45
		SP:Iteration 28Q (3378.600000 sec): 3 clusters
  Score: Raw -630465.550393 + Penalty 2849.584371 = -627615.966023
  nChanged 49
		SP:Iteration 29Q (3378.620000 sec): 3 clusters
  Score: Raw -630495.820230 + Penalty 2849.584371 = -627646.235859
  nChanged 47
		SP:Iteration 30Q (3378.630000 sec): 3 clusters
  Score: Raw -630527.108255 + Penalty 2849.584371 = -627677.523884
  nChanged 46
		SP:Iteration 31Q (3378.650000 sec): 3 clusters
  Score: Raw -630562.611650 + Penalty 2849.584371 = -627713.027279
  nChanged 47
		SP:Iteration 32Q (3378.660000 sec): 3 clusters
  Score: Raw -630602.730798 + Penalty 2849.584371 = -627753.146427
  nChanged 39
		SP:Iteration 33Q (3378.680000 sec): 3 clusters
  Score: Raw -630632.159106 + Penalty 2849.584371 = -627782.574735
  nChanged 34
		SP:Iteration 34Q (3378.690000 sec): 3 clusters
  Score: Raw -630655.694891 + Penalty 2849.584371 = -627806.110520
  nChanged 26
		SP:Iteration 35Q (3378.710000 sec): 3 clusters
  Score: Raw -630672.314304 + Penalty 2849.584371 = -627822.729933
  nChanged 16
		SP:Iteration 36Q (3378.720000 sec): 3 clusters
  Score: Raw -630687.538918 + Penalty 2849.584371 = -627837.954548
  nChanged 27
		SP:Iteration 37Q (3378.740000 sec): 3 clusters
  Score: Raw -630707.997678 + Penalty 2849.584371 = -627858.413307
  nChanged 17
		SP:Iteration 38Q (3378.750000 sec): 3 clusters
  Score: Raw -630717.519778 + Penalty 2849.584371 = -627867.935408
  nChanged 8
		SP:Iteration 39Q (3378.770000 sec): 3 clusters
  Score: Raw -630721.561908 + Penalty 2849.584371 = -627871.977538
  nChanged 3
		SP:Iteration 40F (3378.780000 sec): 3 clusters
  Score: Raw -630723.294919 + Penalty 2849.584371 = -627873.710548
  nChanged 2
		SP:Iteration 41Q (3378.800000 sec): 3 clusters
  Score: Raw -630724.951555 + Penalty 2849.584371 = -627875.367184
  nChanged 5
		SP:Iteration 42Q (3378.810000 sec): 3 clusters
  Score: Raw -630727.324064 + Penalty 2849.584371 = -627877.739694
  nChanged 3
		SP:Iteration 43Q (3378.830000 sec): 3 clusters
  Score: Raw -630729.432026 + Penalty 2849.584371 = -627879.847655
  nChanged 3
		SP:Iteration 44Q (3378.840000 sec): 3 clusters
  Score: Raw -630731.768443 + Penalty 2849.584371 = -627882.184072
  nChanged 4
		SP:Iteration 45Q (3378.850000 sec): 3 clusters
  Score: Raw -630733.247271 + Penalty 2849.584371 = -627883.662900
  nChanged 3
		SP:Iteration 46Q (3378.870000 sec): 3 clusters
  Score: Raw -630734.586455 + Penalty 2849.584371 = -627885.002084
  nChanged 1
		SP:Iteration 47Q (3378.880000 sec): 3 clusters
  Score: Raw -630735.077549 + Penalty 2849.584371 = -627885.493178
  nChanged 0
		SP:Iteration 48F (3378.900000 sec): 3 clusters
  Score: Raw -630735.077549 + Penalty 2849.584371 = -627885.493178
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 14 (4970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3378.910000 sec): 2 clusters
  Score: Raw -497683.590018 + Penalty 1383.065957 = -496300.524061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3378.930000 sec): 3 clusters
  Score: Raw -495022.520766 + Penalty 2766.131914 = -492256.388852
  nChanged 2072
		SP:Iteration 1F (3378.940000 sec): 3 clusters
  Score: Raw -496162.308021 + Penalty 2766.131914 = -493396.176107
  nChanged 356
		SP:Iteration 2F (3378.950000 sec): 3 clusters
  Score: Raw -496370.456374 + Penalty 2766.131914 = -493604.324461
  nChanged 297
		SP:Iteration 3F (3378.970000 sec): 3 clusters
  Score: Raw -496549.491738 + Penalty 2766.131914 = -493783.359824
  nChanged 260
		SP:Iteration 4F (3378.980000 sec): 3 clusters
  Score: Raw -496712.241791 + Penalty 2766.131914 = -493946.109878
  nChanged 261
		SP:Iteration 5F (3378.990000 sec): 3 clusters
  Score: Raw -496852.647944 + Penalty 2766.131914 = -494086.516030
  nChanged 217
		SP:Iteration 6Q (3379.000000 sec): 3 clusters
  Score: Raw -496978.372870 + Penalty 2766.131914 = -494212.240956
  nChanged 193
		SP:Iteration 7Q (3379.010000 sec): 3 clusters
  Score: Raw -497090.957037 + Penalty 2766.131914 = -494324.825124
  nChanged 185
		SP:Iteration 8Q (3379.030000 sec): 3 clusters
  Score: Raw -497199.985296 + Penalty 2766.131914 = -494433.853382
  nChanged 186
		SP:Iteration 9Q (3379.040000 sec): 3 clusters
  Score: Raw -497309.870288 + Penalty 2766.131914 = -494543.738374
  nChanged 166
		SP:Iteration 10Q (3379.050000 sec): 3 clusters
  Score: Raw -497406.007409 + Penalty 2766.131914 = -494639.875495
  nChanged 136
		SP:Iteration 11Q (3379.070000 sec): 3 clusters
  Score: Raw -497490.337795 + Penalty 2766.131914 = -494724.205881
  nChanged 113
		SP:Iteration 12Q (3379.080000 sec): 3 clusters
  Score: Raw -497556.826643 + Penalty 2766.131914 = -494790.694729
  nChanged 110
		SP:Iteration 13Q (3379.090000 sec): 3 clusters
  Score: Raw -497611.579905 + Penalty 2766.131914 = -494845.447991
  nChanged 87
		SP:Iteration 14Q (3379.100000 sec): 3 clusters
  Score: Raw -497654.278463 + Penalty 2766.131914 = -494888.146550
  nChanged 68
		SP:Iteration 15Q (3379.110000 sec): 3 clusters
  Score: Raw -497684.326401 + Penalty 2766.131914 = -494918.194487
  nChanged 55
		SP:Iteration 16Q (3379.130000 sec): 3 clusters
  Score: Raw -497713.952237 + Penalty 2766.131914 = -494947.820323
  nChanged 48
		SP:Iteration 17Q (3379.140000 sec): 3 clusters
  Score: Raw -497739.943932 + Penalty 2766.131914 = -494973.812018
  nChanged 49
		SP:Iteration 18Q (3379.150000 sec): 3 clusters
  Score: Raw -497768.475496 + Penalty 2766.131914 = -495002.343582
  nChanged 55
		SP:Iteration 19Q (3379.160000 sec): 3 clusters
  Score: Raw -497800.364107 + Penalty 2766.131914 = -495034.232193
  nChanged 44
		SP:Iteration 20F (3379.170000 sec): 3 clusters
  Score: Raw -497820.745704 + Penalty 2766.131914 = -495054.613790
  nChanged 29
		SP:Iteration 21Q (3379.190000 sec): 3 clusters
  Score: Raw -497837.035275 + Penalty 2766.131914 = -495070.903361
  nChanged 28
		SP:Iteration 22Q (3379.200000 sec): 3 clusters
  Score: Raw -497850.303644 + Penalty 2766.131914 = -495084.171730
  nChanged 31
		SP:Iteration 23Q (3379.210000 sec): 3 clusters
  Score: Raw -497865.691642 + Penalty 2766.131914 = -495099.559728
  nChanged 28
		SP:Iteration 24Q (3379.230000 sec): 3 clusters
  Score: Raw -497878.784093 + Penalty 2766.131914 = -495112.652179
  nChanged 27
		SP:Iteration 25Q (3379.240000 sec): 3 clusters
  Score: Raw -497889.158606 + Penalty 2766.131914 = -495123.026692
  nChanged 21
		SP:Iteration 26Q (3379.250000 sec): 3 clusters
  Score: Raw -497898.753637 + Penalty 2766.131914 = -495132.621723
  nChanged 15
		SP:Iteration 27Q (3379.260000 sec): 3 clusters
  Score: Raw -497905.283800 + Penalty 2766.131914 = -495139.151886
  nChanged 10
		SP:Iteration 28Q (3379.270000 sec): 3 clusters
  Score: Raw -497909.976373 + Penalty 2766.131914 = -495143.844460
  nChanged 12
		SP:Iteration 29Q (3379.280000 sec): 3 clusters
  Score: Raw -497915.558068 + Penalty 2766.131914 = -495149.426154
  nChanged 20
		SP:Iteration 30Q (3379.290000 sec): 3 clusters
  Score: Raw -497927.598589 + Penalty 2766.131914 = -495161.466676
  nChanged 24
		SP:Iteration 31Q (3379.310000 sec): 3 clusters
  Score: Raw -497941.855721 + Penalty 2766.131914 = -495175.723807
  nChanged 28
		SP:Iteration 32Q (3379.320000 sec): 3 clusters
  Score: Raw -497960.595221 + Penalty 2766.131914 = -495194.463307
  nChanged 28
		SP:Iteration 33Q (3379.330000 sec): 3 clusters
  Score: Raw -497979.980538 + Penalty 2766.131914 = -495213.848625
  nChanged 30
		SP:Iteration 34Q (3379.340000 sec): 3 clusters
  Score: Raw -498005.682574 + Penalty 2766.131914 = -495239.550660
  nChanged 33
		SP:Iteration 35Q (3379.350000 sec): 3 clusters
  Score: Raw -498034.529477 + Penalty 2766.131914 = -495268.397563
  nChanged 29
		SP:Iteration 36Q (3379.360000 sec): 3 clusters
  Score: Raw -498058.442146 + Penalty 2766.131914 = -495292.310232
  nChanged 21
		SP:Iteration 37Q (3379.370000 sec): 3 clusters
  Score: Raw -498069.325840 + Penalty 2766.131914 = -495303.193927
  nChanged 9
		SP:Iteration 38Q (3379.380000 sec): 3 clusters
  Score: Raw -498073.367791 + Penalty 2766.131914 = -495307.235877
  nChanged 9
		SP:Iteration 39Q (3379.390000 sec): 3 clusters
  Score: Raw -498077.789100 + Penalty 2766.131914 = -495311.657187
  nChanged 9
		SP:Iteration 40F (3379.400000 sec): 3 clusters
  Score: Raw -498080.645607 + Penalty 2766.131914 = -495314.513693
  nChanged 2
		SP:Iteration 41Q (3379.410000 sec): 3 clusters
  Score: Raw -498082.399137 + Penalty 2766.131914 = -495316.267223
  nChanged 5
		SP:Iteration 42Q (3379.420000 sec): 3 clusters
  Score: Raw -498086.052345 + Penalty 2766.131914 = -495319.920431
  nChanged 5
		SP:Iteration 43Q (3379.430000 sec): 3 clusters
  Score: Raw -498088.256209 + Penalty 2766.131914 = -495322.124295
  nChanged 5
		SP:Iteration 44Q (3379.450000 sec): 3 clusters
  Score: Raw -498090.961798 + Penalty 2766.131914 = -495324.829884
  nChanged 8
		SP:Iteration 45Q (3379.450000 sec): 3 clusters
  Score: Raw -498094.225498 + Penalty 2766.131914 = -495328.093584
  nChanged 7
		SP:Iteration 46Q (3379.470000 sec): 3 clusters
  Score: Raw -498097.058507 + Penalty 2766.131914 = -495330.926593
  nChanged 6
		SP:Iteration 47Q (3379.470000 sec): 3 clusters
  Score: Raw -498098.742195 + Penalty 2766.131914 = -495332.610281
  nChanged 4
		SP:Iteration 48Q (3379.490000 sec): 3 clusters
  Score: Raw -498099.782134 + Penalty 2766.131914 = -495333.650220
  nChanged 2
		SP:Iteration 49Q (3379.490000 sec): 3 clusters
  Score: Raw -498100.038045 + Penalty 2766.131914 = -495333.906131
  nChanged 1
		SP:Iteration 50Q (3379.510000 sec): 3 clusters
  Score: Raw -498100.142074 + Penalty 2766.131914 = -495334.010160
  nChanged 0
		SP:Iteration 51F (3379.520000 sec): 3 clusters
  Score: Raw -498100.142074 + Penalty 2766.131914 = -495334.010160
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 15 (1667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3379.530000 sec): 2 clusters
  Score: Raw -152198.897436 + Penalty 1205.551893 = -150993.345543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3379.530000 sec): 3 clusters
  Score: Raw -151514.971017 + Penalty 2411.103787 = -149103.867230
  nChanged 564
		SP:Iteration 1F (3379.540000 sec): 3 clusters
  Score: Raw -151960.630000 + Penalty 2411.103787 = -149549.526213
  nChanged 141
		SP:Iteration 2F (3379.540000 sec): 3 clusters
  Score: Raw -152082.520749 + Penalty 2411.103787 = -149671.416962
  nChanged 86
		SP:Iteration 3F (3379.550000 sec): 3 clusters
  Score: Raw -152161.295402 + Penalty 2411.103787 = -149750.191615
  nChanged 78
		SP:Iteration 4Q (3379.550000 sec): 3 clusters
  Score: Raw -152230.737289 + Penalty 2411.103787 = -149819.633502
  nChanged 55
		SP:Iteration 5Q (3379.550000 sec): 3 clusters
  Score: Raw -152272.890810 + Penalty 2411.103787 = -149861.787023
  nChanged 33
		SP:Iteration 6Q (3379.560000 sec): 3 clusters
  Score: Raw -152307.251550 + Penalty 2411.103787 = -149896.147763
  nChanged 38
		SP:Iteration 7Q (3379.560000 sec): 3 clusters
  Score: Raw -152342.530490 + Penalty 2411.103787 = -149931.426703
  nChanged 40
		SP:Iteration 8Q (3379.570000 sec): 3 clusters
  Score: Raw -152379.957173 + Penalty 2411.103787 = -149968.853386
  nChanged 42
		SP:Iteration 9Q (3379.570000 sec): 3 clusters
  Score: Raw -152417.354032 + Penalty 2411.103787 = -150006.250245
  nChanged 35
		SP:Iteration 10Q (3379.570000 sec): 3 clusters
  Score: Raw -152457.650143 + Penalty 2411.103787 = -150046.546356
  nChanged 39
		SP:Iteration 11Q (3379.580000 sec): 3 clusters
  Score: Raw -152491.040435 + Penalty 2411.103787 = -150079.936648
  nChanged 29
		SP:Iteration 12Q (3379.580000 sec): 3 clusters
  Score: Raw -152517.329204 + Penalty 2411.103787 = -150106.225417
  nChanged 22
		SP:Iteration 13Q (3379.590000 sec): 3 clusters
  Score: Raw -152544.128567 + Penalty 2411.103787 = -150133.024780
  nChanged 31
		SP:Iteration 14Q (3379.590000 sec): 3 clusters
  Score: Raw -152578.153296 + Penalty 2411.103787 = -150167.049509
  nChanged 26
		SP:Iteration 15Q (3379.590000 sec): 3 clusters
  Score: Raw -152595.393671 + Penalty 2411.103787 = -150184.289884
  nChanged 16
		SP:Iteration 16Q (3379.600000 sec): 3 clusters
  Score: Raw -152609.325224 + Penalty 2411.103787 = -150198.221437
  nChanged 12
		SP:Iteration 17Q (3379.600000 sec): 3 clusters
  Score: Raw -152617.121505 + Penalty 2411.103787 = -150206.017718
  nChanged 12
		SP:Iteration 18Q (3379.610000 sec): 3 clusters
  Score: Raw -152623.450629 + Penalty 2411.103787 = -150212.346842
  nChanged 8
		SP:Iteration 19Q (3379.610000 sec): 3 clusters
  Score: Raw -152629.355919 + Penalty 2411.103787 = -150218.252133
  nChanged 6
		SP:Iteration 20F (3379.610000 sec): 3 clusters
  Score: Raw -152634.575975 + Penalty 2411.103787 = -150223.472188
  nChanged 9
		SP:Iteration 21Q (3379.620000 sec): 3 clusters
  Score: Raw -152643.181245 + Penalty 2411.103787 = -150232.077458
  nChanged 9
		SP:Iteration 22Q (3379.620000 sec): 3 clusters
  Score: Raw -152649.833135 + Penalty 2411.103787 = -150238.729348
  nChanged 7
		SP:Iteration 23Q (3379.630000 sec): 3 clusters
  Score: Raw -152655.021627 + Penalty 2411.103787 = -150243.917840
  nChanged 6
		SP:Iteration 24Q (3379.630000 sec): 3 clusters
  Score: Raw -152659.983744 + Penalty 2411.103787 = -150248.879957
  nChanged 7
		SP:Iteration 25Q (3379.630000 sec): 3 clusters
  Score: Raw -152666.084993 + Penalty 2411.103787 = -150254.981206
  nChanged 4
		SP:Iteration 26Q (3379.640000 sec): 3 clusters
  Score: Raw -152668.796920 + Penalty 2411.103787 = -150257.693133
  nChanged 6
		SP:Iteration 27Q (3379.640000 sec): 3 clusters
  Score: Raw -152673.367987 + Penalty 2411.103787 = -150262.264200
  nChanged 9
		SP:Iteration 28Q (3379.640000 sec): 3 clusters
  Score: Raw -152679.831773 + Penalty 2411.103787 = -150268.727986
  nChanged 11
		SP:Iteration 29Q (3379.650000 sec): 3 clusters
  Score: Raw -152687.692252 + Penalty 2411.103787 = -150276.588465
  nChanged 7
		SP:Iteration 30Q (3379.660000 sec): 3 clusters
  Score: Raw -152693.178616 + Penalty 2411.103787 = -150282.074830
  nChanged 7
		SP:Iteration 31Q (3379.660000 sec): 3 clusters
  Score: Raw -152697.957264 + Penalty 2411.103787 = -150286.853477
  nChanged 10
		SP:Iteration 32Q (3379.660000 sec): 3 clusters
  Score: Raw -152707.952397 + Penalty 2411.103787 = -150296.848610
  nChanged 11
		SP:Iteration 33Q (3379.670000 sec): 3 clusters
  Score: Raw -152722.751581 + Penalty 2411.103787 = -150311.647794
  nChanged 13
		SP:Iteration 34Q (3379.670000 sec): 3 clusters
  Score: Raw -152736.662094 + Penalty 2411.103787 = -150325.558307
  nChanged 11
		SP:Iteration 35Q (3379.680000 sec): 3 clusters
  Score: Raw -152743.534266 + Penalty 2411.103787 = -150332.430479
  nChanged 4
		SP:Iteration 36Q (3379.680000 sec): 3 clusters
  Score: Raw -152745.960769 + Penalty 2411.103787 = -150334.856982
  nChanged 3
		SP:Iteration 37Q (3379.680000 sec): 3 clusters
  Score: Raw -152747.101578 + Penalty 2411.103787 = -150335.997791
  nChanged 1
		SP:Iteration 38Q (3379.690000 sec): 3 clusters
  Score: Raw -152747.578511 + Penalty 2411.103787 = -150336.474724
  nChanged 0
		SP:Iteration 39F (3379.690000 sec): 3 clusters
  Score: Raw -152747.578511 + Penalty 2411.103787 = -150336.474724
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 16 (4956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3379.710000 sec): 2 clusters
  Score: Raw -504239.477722 + Penalty 1382.607564 = -502856.870158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3379.720000 sec): 3 clusters
  Score: Raw -501656.558039 + Penalty 2765.215129 = -498891.342910
  nChanged 2048
		SP:Iteration 1F (3379.740000 sec): 3 clusters
  Score: Raw -502740.219273 + Penalty 2765.215129 = -499975.004144
  nChanged 361
		SP:Iteration 2F (3379.750000 sec): 3 clusters
  Score: Raw -502913.998055 + Penalty 2765.215129 = -500148.782926
  nChanged 243
		SP:Iteration 3Q (3379.760000 sec): 3 clusters
  Score: Raw -503040.070317 + Penalty 2765.215129 = -500274.855189
  nChanged 187
		SP:Iteration 4Q (3379.770000 sec): 3 clusters
  Score: Raw -503135.709110 + Penalty 2765.215129 = -500370.493981
  nChanged 137
		SP:Iteration 5Q (3379.780000 sec): 3 clusters
  Score: Raw -503200.005201 + Penalty 2765.215129 = -500434.790073
  nChanged 130
		SP:Iteration 6Q (3379.800000 sec): 3 clusters
  Score: Raw -503261.902043 + Penalty 2765.215129 = -500496.686914
  nChanged 127
		SP:Iteration 7Q (3379.810000 sec): 3 clusters
  Score: Raw -503315.483064 + Penalty 2765.215129 = -500550.267935
  nChanged 112
		SP:Iteration 8Q (3379.820000 sec): 3 clusters
  Score: Raw -503360.417069 + Penalty 2765.215129 = -500595.201940
  nChanged 97
		SP:Iteration 9Q (3379.840000 sec): 3 clusters
  Score: Raw -503400.035188 + Penalty 2765.215129 = -500634.820060
  nChanged 98
		SP:Iteration 10Q (3379.850000 sec): 3 clusters
  Score: Raw -503454.388702 + Penalty 2765.215129 = -500689.173573
  nChanged 123
		SP:Iteration 11Q (3379.860000 sec): 3 clusters
  Score: Raw -503516.927444 + Penalty 2765.215129 = -500751.712315
  nChanged 103
		SP:Iteration 12Q (3379.870000 sec): 3 clusters
  Score: Raw -503566.524739 + Penalty 2765.215129 = -500801.309610
  nChanged 99
		SP:Iteration 13Q (3379.880000 sec): 3 clusters
  Score: Raw -503614.139586 + Penalty 2765.215129 = -500848.924457
  nChanged 109
		SP:Iteration 14Q (3379.900000 sec): 3 clusters
  Score: Raw -503668.023569 + Penalty 2765.215129 = -500902.808440
  nChanged 114
		SP:Iteration 15Q (3379.910000 sec): 3 clusters
  Score: Raw -503726.413953 + Penalty 2765.215129 = -500961.198824
  nChanged 111
		SP:Iteration 16Q (3379.920000 sec): 3 clusters
  Score: Raw -503792.703985 + Penalty 2765.215129 = -501027.488856
  nChanged 128
		SP:Iteration 17Q (3379.930000 sec): 3 clusters
  Score: Raw -503877.088403 + Penalty 2765.215129 = -501111.873274
  nChanged 124
		SP:Iteration 18Q (3379.940000 sec): 3 clusters
  Score: Raw -503959.089648 + Penalty 2765.215129 = -501193.874519
  nChanged 108
		SP:Iteration 19Q (3379.960000 sec): 3 clusters
  Score: Raw -504024.148899 + Penalty 2765.215129 = -501258.933770
  nChanged 96
		SP:Iteration 20F (3379.970000 sec): 3 clusters
  Score: Raw -504088.791370 + Penalty 2765.215129 = -501323.576241
  nChanged 85
		SP:Iteration 21Q (3379.980000 sec): 3 clusters
  Score: Raw -504144.445860 + Penalty 2765.215129 = -501379.230731
  nChanged 68
		SP:Iteration 22Q (3379.990000 sec): 3 clusters
  Score: Raw -504193.257295 + Penalty 2765.215129 = -501428.042166
  nChanged 62
		SP:Iteration 23Q (3380.000000 sec): 3 clusters
  Score: Raw -504242.951745 + Penalty 2765.215129 = -501477.736616
  nChanged 59
		SP:Iteration 24Q (3380.010000 sec): 3 clusters
  Score: Raw -504287.197298 + Penalty 2765.215129 = -501521.982169
  nChanged 49
		SP:Iteration 25Q (3380.020000 sec): 3 clusters
  Score: Raw -504324.513993 + Penalty 2765.215129 = -501559.298864
  nChanged 36
		SP:Iteration 26Q (3380.030000 sec): 3 clusters
  Score: Raw -504356.318476 + Penalty 2765.215129 = -501591.103347
  nChanged 24
		SP:Iteration 27Q (3380.040000 sec): 3 clusters
  Score: Raw -504376.810365 + Penalty 2765.215129 = -501611.595237
  nChanged 22
		SP:Iteration 28Q (3380.060000 sec): 3 clusters
  Score: Raw -504394.965456 + Penalty 2765.215129 = -501629.750327
  nChanged 16
		SP:Iteration 29Q (3380.060000 sec): 3 clusters
  Score: Raw -504413.702845 + Penalty 2765.215129 = -501648.487716
  nChanged 12
		SP:Iteration 30Q (3380.070000 sec): 3 clusters
  Score: Raw -504424.928252 + Penalty 2765.215129 = -501659.713123
  nChanged 5
		SP:Iteration 31Q (3380.080000 sec): 3 clusters
  Score: Raw -504430.380805 + Penalty 2765.215129 = -501665.165676
  nChanged 2
		SP:Iteration 32Q (3380.090000 sec): 3 clusters
  Score: Raw -504431.012618 + Penalty 2765.215129 = -501665.797489
  nChanged 0
		SP:Iteration 33F (3380.110000 sec): 3 clusters
  Score: Raw -504431.012618 + Penalty 2765.215129 = -501665.797489
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 17 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3380.120000 sec): 2 clusters
  Score: Raw -312167.082320 + Penalty 1308.756651 = -310858.325669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3380.130000 sec): 3 clusters
  Score: Raw -310698.368242 + Penalty 2617.513302 = -308080.854940
  nChanged 1186
		SP:Iteration 1F (3380.140000 sec): 3 clusters
  Score: Raw -311403.102353 + Penalty 2617.513302 = -308785.589051
  nChanged 248
		SP:Iteration 2F (3380.140000 sec): 3 clusters
  Score: Raw -311579.388860 + Penalty 2617.513302 = -308961.875558
  nChanged 176
		SP:Iteration 3F (3380.150000 sec): 3 clusters
  Score: Raw -311709.771815 + Penalty 2617.513302 = -309092.258512
  nChanged 161
		SP:Iteration 4F (3380.160000 sec): 3 clusters
  Score: Raw -311813.461202 + Penalty 2617.513302 = -309195.947900
  nChanged 119
		SP:Iteration 5Q (3380.170000 sec): 3 clusters
  Score: Raw -311883.479925 + Penalty 2617.513302 = -309265.966623
  nChanged 118
		SP:Iteration 6Q (3380.180000 sec): 3 clusters
  Score: Raw -311962.103295 + Penalty 2617.513302 = -309344.589993
  nChanged 107
		SP:Iteration 7Q (3380.180000 sec): 3 clusters
  Score: Raw -312036.875223 + Penalty 2617.513302 = -309419.361921
  nChanged 96
		SP:Iteration 8Q (3380.190000 sec): 3 clusters
  Score: Raw -312108.984673 + Penalty 2617.513302 = -309491.471371
  nChanged 81
		SP:Iteration 9Q (3380.200000 sec): 3 clusters
  Score: Raw -312167.359644 + Penalty 2617.513302 = -309549.846342
  nChanged 79
		SP:Iteration 10Q (3380.210000 sec): 3 clusters
  Score: Raw -312221.753526 + Penalty 2617.513302 = -309604.240224
  nChanged 86
		SP:Iteration 11Q (3380.220000 sec): 3 clusters
  Score: Raw -312278.023923 + Penalty 2617.513302 = -309660.510621
  nChanged 72
		SP:Iteration 12Q (3380.220000 sec): 3 clusters
  Score: Raw -312332.633788 + Penalty 2617.513302 = -309715.120485
  nChanged 69
		SP:Iteration 13Q (3380.230000 sec): 3 clusters
  Score: Raw -312387.908487 + Penalty 2617.513302 = -309770.395185
  nChanged 93
		SP:Iteration 14Q (3380.240000 sec): 3 clusters
  Score: Raw -312460.571831 + Penalty 2617.513302 = -309843.058529
  nChanged 74
		SP:Iteration 15Q (3380.240000 sec): 3 clusters
  Score: Raw -312530.417535 + Penalty 2617.513302 = -309912.904233
  nChanged 86
		SP:Iteration 16Q (3380.250000 sec): 3 clusters
  Score: Raw -312603.898518 + Penalty 2617.513302 = -309986.385216
  nChanged 95
		SP:Iteration 17Q (3380.260000 sec): 3 clusters
  Score: Raw -312711.102689 + Penalty 2617.513302 = -310093.589387
  nChanged 91
		SP:Iteration 18Q (3380.270000 sec): 3 clusters
  Score: Raw -312872.816875 + Penalty 2617.513302 = -310255.303573
  nChanged 85
		SP:Iteration 19Q (3380.280000 sec): 3 clusters
  Score: Raw -312986.764776 + Penalty 2617.513302 = -310369.251474
  nChanged 65
		SP:Iteration 20F (3380.280000 sec): 3 clusters
  Score: Raw -313037.018652 + Penalty 2617.513302 = -310419.505350
  nChanged 41
		SP:Iteration 21Q (3380.290000 sec): 3 clusters
  Score: Raw -313061.344945 + Penalty 2617.513302 = -310443.831643
  nChanged 36
		SP:Iteration 22Q (3380.300000 sec): 3 clusters
  Score: Raw -313084.031856 + Penalty 2617.513302 = -310466.518553
  nChanged 24
		SP:Iteration 23Q (3380.300000 sec): 3 clusters
  Score: Raw -313096.831320 + Penalty 2617.513302 = -310479.318018
  nChanged 20
		SP:Iteration 24Q (3380.310000 sec): 3 clusters
  Score: Raw -313107.094038 + Penalty 2617.513302 = -310489.580736
  nChanged 19
		SP:Iteration 25Q (3380.320000 sec): 3 clusters
  Score: Raw -313116.869782 + Penalty 2617.513302 = -310499.356479
  nChanged 23
		SP:Iteration 26Q (3380.320000 sec): 3 clusters
  Score: Raw -313127.559025 + Penalty 2617.513302 = -310510.045723
  nChanged 16
		SP:Iteration 27Q (3380.330000 sec): 3 clusters
  Score: Raw -313136.468535 + Penalty 2617.513302 = -310518.955233
  nChanged 13
		SP:Iteration 28Q (3380.340000 sec): 3 clusters
  Score: Raw -313144.075629 + Penalty 2617.513302 = -310526.562327
  nChanged 12
		SP:Iteration 29Q (3380.340000 sec): 3 clusters
  Score: Raw -313152.164738 + Penalty 2617.513302 = -310534.651436
  nChanged 8
		SP:Iteration 30Q (3380.350000 sec): 3 clusters
  Score: Raw -313155.651703 + Penalty 2617.513302 = -310538.138401
  nChanged 5
		SP:Iteration 31Q (3380.360000 sec): 3 clusters
  Score: Raw -313158.457996 + Penalty 2617.513302 = -310540.944694
  nChanged 7
		SP:Iteration 32Q (3380.360000 sec): 3 clusters
  Score: Raw -313162.034107 + Penalty 2617.513302 = -310544.520805
  nChanged 7
		SP:Iteration 33Q (3380.370000 sec): 3 clusters
  Score: Raw -313165.430398 + Penalty 2617.513302 = -310547.917096
  nChanged 7
		SP:Iteration 34Q (3380.380000 sec): 3 clusters
  Score: Raw -313169.413087 + Penalty 2617.513302 = -310551.899785
  nChanged 10
		SP:Iteration 35Q (3380.380000 sec): 3 clusters
  Score: Raw -313174.730971 + Penalty 2617.513302 = -310557.217669
  nChanged 7
		SP:Iteration 36Q (3380.390000 sec): 3 clusters
  Score: Raw -313177.251885 + Penalty 2617.513302 = -310559.738583
  nChanged 7
		SP:Iteration 37Q (3380.400000 sec): 3 clusters
  Score: Raw -313180.237200 + Penalty 2617.513302 = -310562.723898
  nChanged 8
		SP:Iteration 38Q (3380.400000 sec): 3 clusters
  Score: Raw -313184.413700 + Penalty 2617.513302 = -310566.900398
  nChanged 8
		SP:Iteration 39Q (3380.410000 sec): 3 clusters
  Score: Raw -313189.020828 + Penalty 2617.513302 = -310571.507526
  nChanged 12
		SP:Iteration 40F (3380.420000 sec): 3 clusters
  Score: Raw -313197.156969 + Penalty 2617.513302 = -310579.643667
  nChanged 10
		SP:Iteration 41Q (3380.420000 sec): 3 clusters
  Score: Raw -313204.529094 + Penalty 2617.513302 = -310587.015792
  nChanged 12
		SP:Iteration 42Q (3380.430000 sec): 3 clusters
  Score: Raw -313212.741726 + Penalty 2617.513302 = -310595.228424
  nChanged 20
		SP:Iteration 43Q (3380.440000 sec): 3 clusters
  Score: Raw -313225.528685 + Penalty 2617.513302 = -310608.015382
  nChanged 14
		SP:Iteration 44Q (3380.440000 sec): 3 clusters
  Score: Raw -313234.287033 + Penalty 2617.513302 = -310616.773731
  nChanged 11
		SP:Iteration 45Q (3380.450000 sec): 3 clusters
  Score: Raw -313242.915399 + Penalty 2617.513302 = -310625.402097
  nChanged 12
		SP:Iteration 46Q (3380.460000 sec): 3 clusters
  Score: Raw -313255.403922 + Penalty 2617.513302 = -310637.890620
  nChanged 11
		SP:Iteration 47Q (3380.460000 sec): 3 clusters
  Score: Raw -313264.625129 + Penalty 2617.513302 = -310647.111827
  nChanged 13
		SP:Iteration 48Q (3380.470000 sec): 3 clusters
  Score: Raw -313280.347212 + Penalty 2617.513302 = -310662.833910
  nChanged 17
		SP:Iteration 49Q (3380.480000 sec): 3 clusters
  Score: Raw -313295.926236 + Penalty 2617.513302 = -310678.412934
  nChanged 12
		SP:Iteration 50Q (3380.480000 sec): 3 clusters
  Score: Raw -313313.821504 + Penalty 2617.513302 = -310696.308202
  nChanged 18
		SP:Iteration 51Q (3380.490000 sec): 3 clusters
  Score: Raw -313347.505321 + Penalty 2617.513302 = -310729.992019
  nChanged 19
		SP:Iteration 52Q (3380.500000 sec): 3 clusters
  Score: Raw -313390.208061 + Penalty 2617.513302 = -310772.694759
  nChanged 23
		SP:Iteration 53Q (3380.500000 sec): 3 clusters
  Score: Raw -313418.549963 + Penalty 2617.513302 = -310801.036660
  nChanged 13
		SP:Iteration 54Q (3380.510000 sec): 3 clusters
  Score: Raw -313426.739040 + Penalty 2617.513302 = -310809.225738
  nChanged 6
		SP:Iteration 55Q (3380.520000 sec): 3 clusters
  Score: Raw -313430.620514 + Penalty 2617.513302 = -310813.107212
  nChanged 3
		SP:Iteration 56Q (3380.520000 sec): 3 clusters
  Score: Raw -313432.316433 + Penalty 2617.513302 = -310814.803131
  nChanged 0
		SP:Iteration 57F (3380.530000 sec): 3 clusters
  Score: Raw -313432.316433 + Penalty 2617.513302 = -310814.803131
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (3219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3380.540000 sec): 2 clusters
  Score: Raw -299064.160713 + Penalty 1312.484230 = -297751.676483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3380.550000 sec): 3 clusters
  Score: Raw -297531.058254 + Penalty 2624.968460 = -294906.089794
  nChanged 1213
		SP:Iteration 1F (3380.560000 sec): 3 clusters
  Score: Raw -298263.846619 + Penalty 2624.968460 = -295638.878159
  nChanged 273
		SP:Iteration 2F (3380.560000 sec): 3 clusters
  Score: Raw -298460.181798 + Penalty 2624.968460 = -295835.213337
  nChanged 200
		SP:Iteration 3F (3380.580000 sec): 3 clusters
  Score: Raw -298613.892116 + Penalty 2624.968460 = -295988.923656
  nChanged 156
		SP:Iteration 4Q (3380.580000 sec): 3 clusters
  Score: Raw -298717.065212 + Penalty 2624.968460 = -296092.096752
  nChanged 129
		SP:Iteration 5Q (3380.590000 sec): 3 clusters
  Score: Raw -298792.862038 + Penalty 2624.968460 = -296167.893578
  nChanged 105
		SP:Iteration 6Q (3380.600000 sec): 3 clusters
  Score: Raw -298859.725716 + Penalty 2624.968460 = -296234.757256
  nChanged 104
		SP:Iteration 7Q (3380.610000 sec): 3 clusters
  Score: Raw -298917.344983 + Penalty 2624.968460 = -296292.376523
  nChanged 80
		SP:Iteration 8Q (3380.620000 sec): 3 clusters
  Score: Raw -298957.983340 + Penalty 2624.968460 = -296333.014879
  nChanged 62
		SP:Iteration 9Q (3380.620000 sec): 3 clusters
  Score: Raw -298991.121313 + Penalty 2624.968460 = -296366.152853
  nChanged 44
		SP:Iteration 10Q (3380.630000 sec): 3 clusters
  Score: Raw -299011.756152 + Penalty 2624.968460 = -296386.787692
  nChanged 34
		SP:Iteration 11Q (3380.640000 sec): 3 clusters
  Score: Raw -299022.799310 + Penalty 2624.968460 = -296397.830850
  nChanged 27
		SP:Iteration 12Q (3380.640000 sec): 3 clusters
  Score: Raw -299034.576593 + Penalty 2624.968460 = -296409.608132
  nChanged 30
		SP:Iteration 13Q (3380.650000 sec): 3 clusters
  Score: Raw -299047.188110 + Penalty 2624.968460 = -296422.219650
  nChanged 32
		SP:Iteration 14Q (3380.660000 sec): 3 clusters
  Score: Raw -299058.438991 + Penalty 2624.968460 = -296433.470531
  nChanged 30
		SP:Iteration 15Q (3380.670000 sec): 3 clusters
  Score: Raw -299067.399532 + Penalty 2624.968460 = -296442.431072
  nChanged 16
		SP:Iteration 16Q (3380.680000 sec): 3 clusters
  Score: Raw -299071.341834 + Penalty 2624.968460 = -296446.373374
  nChanged 10
		SP:Iteration 17Q (3380.680000 sec): 3 clusters
  Score: Raw -299074.610782 + Penalty 2624.968460 = -296449.642322
  nChanged 11
		SP:Iteration 18Q (3380.690000 sec): 3 clusters
  Score: Raw -299078.729125 + Penalty 2624.968460 = -296453.760665
  nChanged 10
		SP:Iteration 19Q (3380.700000 sec): 3 clusters
  Score: Raw -299081.983610 + Penalty 2624.968460 = -296457.015150
  nChanged 10
		SP:Iteration 20F (3380.710000 sec): 3 clusters
  Score: Raw -299085.171859 + Penalty 2624.968460 = -296460.203399
  nChanged 16
		SP:Iteration 21Q (3380.720000 sec): 3 clusters
  Score: Raw -299089.798775 + Penalty 2624.968460 = -296464.830315
  nChanged 18
		SP:Iteration 22Q (3380.720000 sec): 3 clusters
  Score: Raw -299096.952811 + Penalty 2624.968460 = -296471.984351
  nChanged 19
		SP:Iteration 23Q (3380.730000 sec): 3 clusters
  Score: Raw -299104.233122 + Penalty 2624.968460 = -296479.264662
  nChanged 25
		SP:Iteration 24Q (3380.740000 sec): 3 clusters
  Score: Raw -299113.246039 + Penalty 2624.968460 = -296488.277579
  nChanged 15
		SP:Iteration 25Q (3380.750000 sec): 3 clusters
  Score: Raw -299118.852883 + Penalty 2624.968460 = -296493.884423
  nChanged 17
		SP:Iteration 26Q (3380.760000 sec): 3 clusters
  Score: Raw -299124.218093 + Penalty 2624.968460 = -296499.249633
  nChanged 10
		SP:Iteration 27Q (3380.760000 sec): 3 clusters
  Score: Raw -299127.608451 + Penalty 2624.968460 = -296502.639991
  nChanged 10
		SP:Iteration 28Q (3380.770000 sec): 3 clusters
  Score: Raw -299132.268104 + Penalty 2624.968460 = -296507.299644
  nChanged 12
		SP:Iteration 29Q (3380.780000 sec): 3 clusters
  Score: Raw -299136.902207 + Penalty 2624.968460 = -296511.933747
  nChanged 17
		SP:Iteration 30Q (3380.790000 sec): 3 clusters
  Score: Raw -299145.132826 + Penalty 2624.968460 = -296520.164366
  nChanged 16
		SP:Iteration 31Q (3380.800000 sec): 3 clusters
  Score: Raw -299152.220279 + Penalty 2624.968460 = -296527.251819
  nChanged 24
		SP:Iteration 32Q (3380.800000 sec): 3 clusters
  Score: Raw -299163.112182 + Penalty 2624.968460 = -296538.143721
  nChanged 26
		SP:Iteration 33Q (3380.810000 sec): 3 clusters
  Score: Raw -299175.481325 + Penalty 2624.968460 = -296550.512865
  nChanged 31
		SP:Iteration 34Q (3380.820000 sec): 3 clusters
  Score: Raw -299190.444312 + Penalty 2624.968460 = -296565.475852
  nChanged 26
		SP:Iteration 35Q (3380.830000 sec): 3 clusters
  Score: Raw -299202.059061 + Penalty 2624.968460 = -296577.090601
  nChanged 19
		SP:Iteration 36Q (3380.840000 sec): 3 clusters
  Score: Raw -299210.192332 + Penalty 2624.968460 = -296585.223872
  nChanged 16
		SP:Iteration 37Q (3380.840000 sec): 3 clusters
  Score: Raw -299215.526500 + Penalty 2624.968460 = -296590.558040
  nChanged 9
		SP:Iteration 38Q (3380.850000 sec): 3 clusters
  Score: Raw -299218.505520 + Penalty 2624.968460 = -296593.537060
  nChanged 11
		SP:Iteration 39Q (3380.860000 sec): 3 clusters
  Score: Raw -299223.593181 + Penalty 2624.968460 = -296598.624721
  nChanged 12
		SP:Iteration 40F (3380.870000 sec): 3 clusters
  Score: Raw -299227.994581 + Penalty 2624.968460 = -296603.026121
  nChanged 15
		SP:Iteration 41Q (3380.880000 sec): 3 clusters
  Score: Raw -299233.740317 + Penalty 2624.968460 = -296608.771857
  nChanged 8
		SP:Iteration 42Q (3380.880000 sec): 3 clusters
  Score: Raw -299236.001210 + Penalty 2624.968460 = -296611.032750
  nChanged 7
		SP:Iteration 43Q (3380.890000 sec): 3 clusters
  Score: Raw -299239.007735 + Penalty 2624.968460 = -296614.039275
  nChanged 5
		SP:Iteration 44Q (3380.900000 sec): 3 clusters
  Score: Raw -299240.490334 + Penalty 2624.968460 = -296615.521874
  nChanged 3
		SP:Iteration 45Q (3380.900000 sec): 3 clusters
  Score: Raw -299241.136819 + Penalty 2624.968460 = -296616.168359
  nChanged 2
		SP:Iteration 46Q (3380.910000 sec): 3 clusters
  Score: Raw -299242.183662 + Penalty 2624.968460 = -296617.215202
  nChanged 2
		SP:Iteration 47Q (3380.920000 sec): 3 clusters
  Score: Raw -299242.508738 + Penalty 2624.968460 = -296617.540278
  nChanged 0
		SP:Iteration 48F (3380.930000 sec): 3 clusters
  Score: Raw -299242.508738 + Penalty 2624.968460 = -296617.540278
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 19 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3380.940000 sec): 2 clusters
  Score: Raw -204080.474667 + Penalty 1246.141180 = -202834.333487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3380.940000 sec): 3 clusters
  Score: Raw -203160.917912 + Penalty 2492.282360 = -200668.635552
  nChanged 763
		SP:Iteration 1F (3380.950000 sec): 3 clusters
  Score: Raw -203637.047490 + Penalty 2492.282360 = -201144.765130
  nChanged 162
		SP:Iteration 2F (3380.960000 sec): 3 clusters
  Score: Raw -203744.189252 + Penalty 2492.282360 = -201251.906892
  nChanged 97
		SP:Iteration 3Q (3380.960000 sec): 3 clusters
  Score: Raw -203824.831890 + Penalty 2492.282360 = -201332.549530
  nChanged 96
		SP:Iteration 4Q (3380.970000 sec): 3 clusters
  Score: Raw -203903.335601 + Penalty 2492.282360 = -201411.053241
  nChanged 82
		SP:Iteration 5Q (3380.970000 sec): 3 clusters
  Score: Raw -203969.439116 + Penalty 2492.282360 = -201477.156756
  nChanged 70
		SP:Iteration 6Q (3380.980000 sec): 3 clusters
  Score: Raw -204019.593697 + Penalty 2492.282360 = -201527.311337
  nChanged 75
		SP:Iteration 7Q (3380.980000 sec): 3 clusters
  Score: Raw -204070.055842 + Penalty 2492.282360 = -201577.773482
  nChanged 67
		SP:Iteration 8Q (3380.990000 sec): 3 clusters
  Score: Raw -204133.139379 + Penalty 2492.282360 = -201640.857019
  nChanged 59
		SP:Iteration 9Q (3380.990000 sec): 3 clusters
  Score: Raw -204178.925368 + Penalty 2492.282360 = -201686.643008
  nChanged 50
		SP:Iteration 10Q (3381.000000 sec): 3 clusters
  Score: Raw -204214.697068 + Penalty 2492.282360 = -201722.414708
  nChanged 39
		SP:Iteration 11Q (3381.000000 sec): 3 clusters
  Score: Raw -204245.377649 + Penalty 2492.282360 = -201753.095289
  nChanged 43
		SP:Iteration 12Q (3381.010000 sec): 3 clusters
  Score: Raw -204274.856595 + Penalty 2492.282360 = -201782.574235
  nChanged 34
		SP:Iteration 13Q (3381.020000 sec): 3 clusters
  Score: Raw -204294.638277 + Penalty 2492.282360 = -201802.355917
  nChanged 23
		SP:Iteration 14Q (3381.020000 sec): 3 clusters
  Score: Raw -204309.416227 + Penalty 2492.282360 = -201817.133867
  nChanged 13
		SP:Iteration 15Q (3381.020000 sec): 3 clusters
  Score: Raw -204316.829746 + Penalty 2492.282360 = -201824.547386
  nChanged 13
		SP:Iteration 16Q (3381.030000 sec): 3 clusters
  Score: Raw -204322.086042 + Penalty 2492.282360 = -201829.803682
  nChanged 7
		SP:Iteration 17Q (3381.040000 sec): 3 clusters
  Score: Raw -204325.110409 + Penalty 2492.282360 = -201832.828049
  nChanged 7
		SP:Iteration 18Q (3381.040000 sec): 3 clusters
  Score: Raw -204328.332438 + Penalty 2492.282360 = -201836.050078
  nChanged 6
		SP:Iteration 19Q (3381.050000 sec): 3 clusters
  Score: Raw -204331.762713 + Penalty 2492.282360 = -201839.480353
  nChanged 6
		SP:Iteration 20F (3381.050000 sec): 3 clusters
  Score: Raw -204335.534550 + Penalty 2492.282360 = -201843.252190
  nChanged 5
		SP:Iteration 21Q (3381.060000 sec): 3 clusters
  Score: Raw -204338.678917 + Penalty 2492.282360 = -201846.396557
  nChanged 6
		SP:Iteration 22Q (3381.060000 sec): 3 clusters
  Score: Raw -204343.638365 + Penalty 2492.282360 = -201851.356005
  nChanged 7
		SP:Iteration 23Q (3381.070000 sec): 3 clusters
  Score: Raw -204347.822576 + Penalty 2492.282360 = -201855.540216
  nChanged 6
		SP:Iteration 24Q (3381.070000 sec): 3 clusters
  Score: Raw -204352.307388 + Penalty 2492.282360 = -201860.025028
  nChanged 5
		SP:Iteration 25Q (3381.080000 sec): 3 clusters
  Score: Raw -204354.530262 + Penalty 2492.282360 = -201862.247901
  nChanged 3
		SP:Iteration 26Q (3381.080000 sec): 3 clusters
  Score: Raw -204356.287851 + Penalty 2492.282360 = -201864.005491
  nChanged 3
		SP:Iteration 27Q (3381.090000 sec): 3 clusters
  Score: Raw -204357.700695 + Penalty 2492.282360 = -201865.418335
  nChanged 3
		SP:Iteration 28Q (3381.100000 sec): 3 clusters
  Score: Raw -204358.724763 + Penalty 2492.282360 = -201866.442403
  nChanged 1
		SP:Iteration 29Q (3381.100000 sec): 3 clusters
  Score: Raw -204359.507408 + Penalty 2492.282360 = -201867.225047
  nChanged 2
		SP:Iteration 30Q (3381.100000 sec): 3 clusters
  Score: Raw -204360.138626 + Penalty 2492.282360 = -201867.856265
  nChanged 1
		SP:Iteration 31Q (3381.110000 sec): 3 clusters
  Score: Raw -204360.701755 + Penalty 2492.282360 = -201868.419395
  nChanged 0
		SP:Iteration 32F (3381.120000 sec): 3 clusters
  Score: Raw -204360.701755 + Penalty 2492.282360 = -201868.419395
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 20 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3381.120000 sec): 2 clusters
  Score: Raw -19987.702100 + Penalty 870.445270 = -19117.256830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3381.120000 sec): 3 clusters
  Score: Raw -20126.504927 + Penalty 1740.890539 = -18385.614388
  nChanged 37
		SP:Iteration 1F (3381.120000 sec): 3 clusters
  Score: Raw -20251.484669 + Penalty 1740.890539 = -18510.594130
  nChanged 10
		SP:Iteration 2Q (3381.120000 sec): 3 clusters
  Score: Raw -20286.469212 + Penalty 1740.890539 = -18545.578672
  nChanged 4
		SP:Iteration 3Q (3381.120000 sec): 3 clusters
  Score: Raw -20295.256099 + Penalty 1740.890539 = -18554.365560
  nChanged 1
		SP:Iteration 4Q (3381.120000 sec): 3 clusters
  Score: Raw -20296.713223 + Penalty 1740.890539 = -18555.822684
  nChanged 0
		SP:Iteration 5F (3381.120000 sec): 3 clusters
  Score: Raw -20296.713223 + Penalty 1740.890539 = -18555.822684
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 21 (25507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3381.220000 sec): 2 clusters
  Score: Raw -2654054.806722 + Penalty 1648.840083 = -2652405.966639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3381.280000 sec): 3 clusters
  Score: Raw -2638421.577491 + Penalty 3297.680166 = -2635123.897325
  nChanged 11640
		SP:Iteration 1F (3381.360000 sec): 3 clusters
  Score: Raw -2644830.653477 + Penalty 3297.680166 = -2641532.973311
  nChanged 1188
		SP:Iteration 2Q (3381.420000 sec): 3 clusters
  Score: Raw -2645217.031671 + Penalty 3297.680166 = -2641919.351505
  nChanged 1150
		SP:Iteration 3Q (3381.490000 sec): 3 clusters
  Score: Raw -2645635.588798 + Penalty 3297.680166 = -2642337.908632
  nChanged 1130
		SP:Iteration 4Q (3381.560000 sec): 3 clusters
  Score: Raw -2646116.367042 + Penalty 3297.680166 = -2642818.686876
  nChanged 1277
		SP:Iteration 5F (3381.630000 sec): 3 clusters
  Score: Raw -2646727.348009 + Penalty 3297.680166 = -2643429.667842
  nChanged 1503
		SP:Iteration 6F (3381.700000 sec): 3 clusters
  Score: Raw -2647633.863746 + Penalty 3297.680166 = -2644336.183580
  nChanged 1802
		SP:Iteration 7F (3381.780000 sec): 3 clusters
  Score: Raw -2649012.347789 + Penalty 3297.680166 = -2645714.667623
  nChanged 1929
		SP:Iteration 8F (3381.850000 sec): 3 clusters
  Score: Raw -2650721.364493 + Penalty 3297.680166 = -2647423.684327
  nChanged 1640
		SP:Iteration 9F (3381.920000 sec): 3 clusters
  Score: Raw -2652227.764443 + Penalty 3297.680166 = -2648930.084277
  nChanged 1154
		SP:Iteration 10Q (3381.980000 sec): 3 clusters
  Score: Raw -2653183.739554 + Penalty 3297.680166 = -2649886.059388
  nChanged 622
		SP:Iteration 11Q (3382.050000 sec): 3 clusters
  Score: Raw -2653651.204980 + Penalty 3297.680166 = -2650353.524814
  nChanged 358
		SP:Iteration 12Q (3382.120000 sec): 3 clusters
  Score: Raw -2653970.058944 + Penalty 3297.680166 = -2650672.378778
  nChanged 221
		SP:Iteration 13Q (3382.180000 sec): 3 clusters
  Score: Raw -2654171.490727 + Penalty 3297.680166 = -2650873.810561
  nChanged 169
		SP:Iteration 14Q (3382.240000 sec): 3 clusters
  Score: Raw -2654315.568504 + Penalty 3297.680166 = -2651017.888338
  nChanged 129
		SP:Iteration 15Q (3382.290000 sec): 3 clusters
  Score: Raw -2654399.835397 + Penalty 3297.680166 = -2651102.155231
  nChanged 96
		SP:Iteration 16Q (3382.350000 sec): 3 clusters
  Score: Raw -2654444.086298 + Penalty 3297.680166 = -2651146.406132
  nChanged 62
		SP:Iteration 17Q (3382.400000 sec): 3 clusters
  Score: Raw -2654472.039254 + Penalty 3297.680166 = -2651174.359088
  nChanged 47
		SP:Iteration 18Q (3382.460000 sec): 3 clusters
  Score: Raw -2654491.559831 + Penalty 3297.680166 = -2651193.879664
  nChanged 36
		SP:Iteration 19Q (3382.510000 sec): 3 clusters
  Score: Raw -2654504.976599 + Penalty 3297.680166 = -2651207.296433
  nChanged 29
		SP:Iteration 20F (3382.580000 sec): 3 clusters
  Score: Raw -2654516.801760 + Penalty 3297.680166 = -2651219.121594
  nChanged 24
		SP:Iteration 21Q (3382.630000 sec): 3 clusters
  Score: Raw -2654525.102902 + Penalty 3297.680166 = -2651227.422736
  nChanged 21
		SP:Iteration 22Q (3382.680000 sec): 3 clusters
  Score: Raw -2654533.231814 + Penalty 3297.680166 = -2651235.551648
  nChanged 26
		SP:Iteration 23Q (3382.730000 sec): 3 clusters
  Score: Raw -2654540.907827 + Penalty 3297.680166 = -2651243.227661
  nChanged 27
		SP:Iteration 24Q (3382.780000 sec): 3 clusters
  Score: Raw -2654550.744901 + Penalty 3297.680166 = -2651253.064735
  nChanged 26
		SP:Iteration 25Q (3382.830000 sec): 3 clusters
  Score: Raw -2654558.908758 + Penalty 3297.680166 = -2651261.228592
  nChanged 19
		SP:Iteration 26Q (3382.880000 sec): 3 clusters
  Score: Raw -2654564.044831 + Penalty 3297.680166 = -2651266.364664
  nChanged 19
		SP:Iteration 27Q (3382.940000 sec): 3 clusters
  Score: Raw -2654571.174249 + Penalty 3297.680166 = -2651273.494083
  nChanged 20
		SP:Iteration 28Q (3382.980000 sec): 3 clusters
  Score: Raw -2654576.909644 + Penalty 3297.680166 = -2651279.229478
  nChanged 13
		SP:Iteration 29Q (3383.040000 sec): 3 clusters
  Score: Raw -2654581.127872 + Penalty 3297.680166 = -2651283.447706
  nChanged 15
		SP:Iteration 30Q (3383.090000 sec): 3 clusters
  Score: Raw -2654586.254293 + Penalty 3297.680166 = -2651288.574127
  nChanged 16
		SP:Iteration 31Q (3383.140000 sec): 3 clusters
  Score: Raw -2654591.082651 + Penalty 3297.680166 = -2651293.402485
  nChanged 15
		SP:Iteration 32Q (3383.190000 sec): 3 clusters
  Score: Raw -2654595.184296 + Penalty 3297.680166 = -2651297.504130
  nChanged 13
		SP:Iteration 33Q (3383.240000 sec): 3 clusters
  Score: Raw -2654598.867534 + Penalty 3297.680166 = -2651301.187368
  nChanged 8
		SP:Iteration 34Q (3383.290000 sec): 3 clusters
  Score: Raw -2654600.980488 + Penalty 3297.680166 = -2651303.300322
  nChanged 5
		SP:Iteration 35Q (3383.340000 sec): 3 clusters
  Score: Raw -2654602.409240 + Penalty 3297.680166 = -2651304.729074
  nChanged 5
		SP:Iteration 36Q (3383.400000 sec): 3 clusters
  Score: Raw -2654603.507767 + Penalty 3297.680166 = -2651305.827601
  nChanged 2
		SP:Iteration 37Q (3383.440000 sec): 3 clusters
  Score: Raw -2654603.711535 + Penalty 3297.680166 = -2651306.031369
  nChanged 1
		SP:Iteration 38Q (3383.500000 sec): 3 clusters
  Score: Raw -2654603.903308 + Penalty 3297.680166 = -2651306.223142
  nChanged 1
		SP:Iteration 39Q (3383.550000 sec): 3 clusters
  Score: Raw -2654603.951922 + Penalty 3297.680166 = -2651306.271755
  nChanged 0
		SP:Iteration 40F (3383.620000 sec): 3 clusters
  Score: Raw -2654603.951922 + Penalty 3297.680166 = -2651306.271755
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (111582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3383.980000 sec): 2 clusters
  Score: Raw -11224900.948151 + Penalty 1888.658692 = -11223012.289460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3384.290000 sec): 3 clusters
  Score: Raw -11152068.219760 + Penalty 3777.317383 = -11148290.902377
  nChanged 53560
		SP:Iteration 1F (3384.600000 sec): 3 clusters
  Score: Raw -11185252.998251 + Penalty 3777.317383 = -11181475.680868
  nChanged 5272
		SP:Iteration 2Q (3384.920000 sec): 3 clusters
  Score: Raw -11187421.148956 + Penalty 3777.317383 = -11183643.831573
  nChanged 5801
		SP:Iteration 3F (3385.230000 sec): 3 clusters
  Score: Raw -11190178.410744 + Penalty 3777.317383 = -11186401.093361
  nChanged 6266
		SP:Iteration 4F (3385.540000 sec): 3 clusters
  Score: Raw -11193382.133500 + Penalty 3777.317383 = -11189604.816117
  nChanged 6330
		SP:Iteration 5F (3385.850000 sec): 3 clusters
  Score: Raw -11196853.457437 + Penalty 3777.317383 = -11193076.140053
  nChanged 6291
		SP:Iteration 6F (3386.160000 sec): 3 clusters
  Score: Raw -11200673.607563 + Penalty 3777.317383 = -11196896.290179
  nChanged 5963
		SP:Iteration 7F (3386.470000 sec): 3 clusters
  Score: Raw -11204675.772440 + Penalty 3777.317383 = -11200898.455057
  nChanged 5452
		SP:Iteration 8Q (3386.780000 sec): 3 clusters
  Score: Raw -11208620.935899 + Penalty 3777.317383 = -11204843.618516
  nChanged 4588
		SP:Iteration 9Q (3387.100000 sec): 3 clusters
  Score: Raw -11212153.593733 + Penalty 3777.317383 = -11208376.276350
  nChanged 3710
		SP:Iteration 10Q (3387.390000 sec): 3 clusters
  Score: Raw -11215009.636667 + Penalty 3777.317383 = -11211232.319283
  nChanged 2861
		SP:Iteration 11Q (3387.670000 sec): 3 clusters
  Score: Raw -11217054.792150 + Penalty 3777.317383 = -11213277.474767
  nChanged 2154
		SP:Iteration 12Q (3387.940000 sec): 3 clusters
  Score: Raw -11218474.729549 + Penalty 3777.317383 = -11214697.412165
  nChanged 1764
		SP:Iteration 13Q (3388.210000 sec): 3 clusters
  Score: Raw -11219607.012988 + Penalty 3777.317383 = -11215829.695604
  nChanged 1560
		SP:Iteration 14Q (3388.470000 sec): 3 clusters
  Score: Raw -11220610.764281 + Penalty 3777.317383 = -11216833.446898
  nChanged 1337
		SP:Iteration 15Q (3388.720000 sec): 3 clusters
  Score: Raw -11221488.130057 + Penalty 3777.317383 = -11217710.812673
  nChanged 1172
		SP:Iteration 16Q (3388.980000 sec): 3 clusters
  Score: Raw -11222239.550569 + Penalty 3777.317383 = -11218462.233185
  nChanged 1003
		SP:Iteration 17Q (3389.230000 sec): 3 clusters
  Score: Raw -11222854.428762 + Penalty 3777.317383 = -11219077.111378
  nChanged 882
		SP:Iteration 18Q (3389.470000 sec): 3 clusters
  Score: Raw -11223317.238404 + Penalty 3777.317383 = -11219539.921021
  nChanged 696
		SP:Iteration 19Q (3389.710000 sec): 3 clusters
  Score: Raw -11223629.539491 + Penalty 3777.317383 = -11219852.222108
  nChanged 572
		SP:Iteration 20F (3390.020000 sec): 3 clusters
  Score: Raw -11223858.787364 + Penalty 3777.317383 = -11220081.469980
  nChanged 477
		SP:Iteration 21Q (3390.250000 sec): 3 clusters
  Score: Raw -11224032.414996 + Penalty 3777.317383 = -11220255.097613
  nChanged 441
		SP:Iteration 22Q (3390.480000 sec): 3 clusters
  Score: Raw -11224196.065143 + Penalty 3777.317383 = -11220418.747760
  nChanged 370
		SP:Iteration 23Q (3390.710000 sec): 3 clusters
  Score: Raw -11224324.647490 + Penalty 3777.317383 = -11220547.330107
  nChanged 322
		SP:Iteration 24Q (3390.950000 sec): 3 clusters
  Score: Raw -11224436.999942 + Penalty 3777.317383 = -11220659.682559
  nChanged 293
		SP:Iteration 25Q (3391.180000 sec): 3 clusters
  Score: Raw -11224536.476814 + Penalty 3777.317383 = -11220759.159431
  nChanged 280
		SP:Iteration 26Q (3391.400000 sec): 3 clusters
  Score: Raw -11224623.841963 + Penalty 3777.317383 = -11220846.524580
  nChanged 256
		SP:Iteration 27Q (3391.630000 sec): 3 clusters
  Score: Raw -11224698.674604 + Penalty 3777.317383 = -11220921.357221
  nChanged 216
		SP:Iteration 28Q (3391.860000 sec): 3 clusters
  Score: Raw -11224763.332071 + Penalty 3777.317383 = -11220986.014688
  nChanged 203
		SP:Iteration 29Q (3392.080000 sec): 3 clusters
  Score: Raw -11224818.776122 + Penalty 3777.317383 = -11221041.458739
  nChanged 193
		SP:Iteration 30Q (3392.310000 sec): 3 clusters
  Score: Raw -11224874.207186 + Penalty 3777.317383 = -11221096.889803
  nChanged 174
		SP:Iteration 31Q (3392.540000 sec): 3 clusters
  Score: Raw -11224932.475849 + Penalty 3777.317383 = -11221155.158466
  nChanged 165
		SP:Iteration 32Q (3392.770000 sec): 3 clusters
  Score: Raw -11224981.928488 + Penalty 3777.317383 = -11221204.611105
  nChanged 151
		SP:Iteration 33Q (3393.000000 sec): 3 clusters
  Score: Raw -11225030.134974 + Penalty 3777.317383 = -11221252.817591
  nChanged 131
		SP:Iteration 34Q (3393.230000 sec): 3 clusters
  Score: Raw -11225068.905292 + Penalty 3777.317383 = -11221291.587908
  nChanged 96
		SP:Iteration 35Q (3393.460000 sec): 3 clusters
  Score: Raw -11225094.914201 + Penalty 3777.317383 = -11221317.596817
  nChanged 88
		SP:Iteration 36Q (3393.680000 sec): 3 clusters
  Score: Raw -11225118.524835 + Penalty 3777.317383 = -11221341.207451
  nChanged 84
		SP:Iteration 37Q (3393.920000 sec): 3 clusters
  Score: Raw -11225143.088385 + Penalty 3777.317383 = -11221365.771001
  nChanged 88
		SP:Iteration 38Q (3394.140000 sec): 3 clusters
  Score: Raw -11225166.577785 + Penalty 3777.317383 = -11221389.260401
  nChanged 62
		SP:Iteration 39Q (3394.370000 sec): 3 clusters
  Score: Raw -11225181.377465 + Penalty 3777.317383 = -11221404.060081
  nChanged 41
		SP:Iteration 40F (3394.690000 sec): 3 clusters
  Score: Raw -11225190.458778 + Penalty 3777.317383 = -11221413.141395
  nChanged 41
		SP:Iteration 41Q (3394.920000 sec): 3 clusters
  Score: Raw -11225200.404092 + Penalty 3777.317383 = -11221423.086709
  nChanged 43
		SP:Iteration 42Q (3395.150000 sec): 3 clusters
  Score: Raw -11225209.903060 + Penalty 3777.317383 = -11221432.585677
  nChanged 39
		SP:Iteration 43Q (3395.370000 sec): 3 clusters
  Score: Raw -11225220.051973 + Penalty 3777.317383 = -11221442.734589
  nChanged 39
		SP:Iteration 44Q (3395.600000 sec): 3 clusters
  Score: Raw -11225228.420880 + Penalty 3777.317383 = -11221451.103496
  nChanged 25
		SP:Iteration 45Q (3395.820000 sec): 3 clusters
  Score: Raw -11225234.142309 + Penalty 3777.317383 = -11221456.824926
  nChanged 24
		SP:Iteration 46Q (3396.050000 sec): 3 clusters
  Score: Raw -11225239.587466 + Penalty 3777.317383 = -11221462.270083
  nChanged 20
		SP:Iteration 47Q (3396.270000 sec): 3 clusters
  Score: Raw -11225244.846749 + Penalty 3777.317383 = -11221467.529366
  nChanged 22
		SP:Iteration 48Q (3396.490000 sec): 3 clusters
  Score: Raw -11225251.409703 + Penalty 3777.317383 = -11221474.092320
  nChanged 16
		SP:Iteration 49Q (3396.710000 sec): 3 clusters
  Score: Raw -11225254.312643 + Penalty 3777.317383 = -11221476.995260
  nChanged 10
		SP:Iteration 50Q (3396.940000 sec): 3 clusters
  Score: Raw -11225256.832843 + Penalty 3777.317383 = -11221479.515460
  nChanged 11
		SP:Iteration 51Q (3397.160000 sec): 3 clusters
  Score: Raw -11225258.633325 + Penalty 3777.317383 = -11221481.315941
  nChanged 6
		SP:Iteration 52Q (3397.380000 sec): 3 clusters
  Score: Raw -11225259.521529 + Penalty 3777.317383 = -11221482.204146
  nChanged 4
		SP:Iteration 53Q (3397.600000 sec): 3 clusters
  Score: Raw -11225260.135181 + Penalty 3777.317383 = -11221482.817798
  nChanged 5
		SP:Iteration 54Q (3397.820000 sec): 3 clusters
  Score: Raw -11225261.042379 + Penalty 3777.317383 = -11221483.724996
  nChanged 9
		SP:Iteration 55Q (3398.050000 sec): 3 clusters
  Score: Raw -11225262.424137 + Penalty 3777.317383 = -11221485.106754
  nChanged 7
		SP:Iteration 56Q (3398.270000 sec): 3 clusters
  Score: Raw -11225263.288654 + Penalty 3777.317383 = -11221485.971271
  nChanged 2
		SP:Iteration 57Q (3398.490000 sec): 3 clusters
  Score: Raw -11225263.578007 + Penalty 3777.317383 = -11221486.260623
  nChanged 0
		SP:Iteration 58F (3398.800000 sec): 3 clusters
  Score: Raw -11225263.578007 + Penalty 3777.317383 = -11221486.260623
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (11732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3398.900000 sec): 2 clusters
  Score: Raw -1209319.300266 + Penalty 1522.637257 = -1207796.663008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3398.930000 sec): 3 clusters
  Score: Raw -1202519.123974 + Penalty 3045.274515 = -1199473.849459
  nChanged 5187
		SP:Iteration 1F (3398.970000 sec): 3 clusters
  Score: Raw -1205362.310564 + Penalty 3045.274515 = -1202317.036049
  nChanged 825
		SP:Iteration 2F (3398.990000 sec): 3 clusters
  Score: Raw -1205804.906083 + Penalty 3045.274515 = -1202759.631569
  nChanged 759
		SP:Iteration 3F (3399.030000 sec): 3 clusters
  Score: Raw -1206232.144304 + Penalty 3045.274515 = -1203186.869789
  nChanged 705
		SP:Iteration 4F (3399.060000 sec): 3 clusters
  Score: Raw -1206616.951771 + Penalty 3045.274515 = -1203571.677256
  nChanged 670
		SP:Iteration 5F (3399.090000 sec): 3 clusters
  Score: Raw -1206969.559522 + Penalty 3045.274515 = -1203924.285007
  nChanged 562
		SP:Iteration 6Q (3399.120000 sec): 3 clusters
  Score: Raw -1207242.235720 + Penalty 3045.274515 = -1204196.961205
  nChanged 459
		SP:Iteration 7Q (3399.150000 sec): 3 clusters
  Score: Raw -1207444.909576 + Penalty 3045.274515 = -1204399.635061
  nChanged 374
		SP:Iteration 8Q (3399.190000 sec): 3 clusters
  Score: Raw -1207595.489120 + Penalty 3045.274515 = -1204550.214605
  nChanged 314
		SP:Iteration 9Q (3399.210000 sec): 3 clusters
  Score: Raw -1207720.685816 + Penalty 3045.274515 = -1204675.411301
  nChanged 295
		SP:Iteration 10Q (3399.250000 sec): 3 clusters
  Score: Raw -1207851.292854 + Penalty 3045.274515 = -1204806.018339
  nChanged 270
		SP:Iteration 11Q (3399.270000 sec): 3 clusters
  Score: Raw -1207981.726126 + Penalty 3045.274515 = -1204936.451611
  nChanged 270
		SP:Iteration 12Q (3399.310000 sec): 3 clusters
  Score: Raw -1208109.764223 + Penalty 3045.274515 = -1205064.489708
  nChanged 265
		SP:Iteration 13Q (3399.330000 sec): 3 clusters
  Score: Raw -1208236.076629 + Penalty 3045.274515 = -1205190.802114
  nChanged 237
		SP:Iteration 14Q (3399.370000 sec): 3 clusters
  Score: Raw -1208349.089535 + Penalty 3045.274515 = -1205303.815020
  nChanged 231
		SP:Iteration 15Q (3399.400000 sec): 3 clusters
  Score: Raw -1208470.913396 + Penalty 3045.274515 = -1205425.638881
  nChanged 242
		SP:Iteration 16Q (3399.430000 sec): 3 clusters
  Score: Raw -1208625.897454 + Penalty 3045.274515 = -1205580.622939
  nChanged 262
		SP:Iteration 17Q (3399.460000 sec): 3 clusters
  Score: Raw -1208810.818470 + Penalty 3045.274515 = -1205765.543956
  nChanged 216
		SP:Iteration 18Q (3399.490000 sec): 3 clusters
  Score: Raw -1208969.966905 + Penalty 3045.274515 = -1205924.692390
  nChanged 163
		SP:Iteration 19Q (3399.520000 sec): 3 clusters
  Score: Raw -1209103.395269 + Penalty 3045.274515 = -1206058.120754
  nChanged 129
		SP:Iteration 20F (3399.550000 sec): 3 clusters
  Score: Raw -1209196.674494 + Penalty 3045.274515 = -1206151.399980
  nChanged 105
		SP:Iteration 21Q (3399.590000 sec): 3 clusters
  Score: Raw -1209279.378836 + Penalty 3045.274515 = -1206234.104321
  nChanged 67
		SP:Iteration 22Q (3399.610000 sec): 3 clusters
  Score: Raw -1209326.010812 + Penalty 3045.274515 = -1206280.736297
  nChanged 49
		SP:Iteration 23Q (3399.640000 sec): 3 clusters
  Score: Raw -1209367.064487 + Penalty 3045.274515 = -1206321.789973
  nChanged 39
		SP:Iteration 24Q (3399.670000 sec): 3 clusters
  Score: Raw -1209401.450303 + Penalty 3045.274515 = -1206356.175789
  nChanged 29
		SP:Iteration 25Q (3399.690000 sec): 3 clusters
  Score: Raw -1209424.174296 + Penalty 3045.274515 = -1206378.899782
  nChanged 20
		SP:Iteration 26Q (3399.720000 sec): 3 clusters
  Score: Raw -1209442.993883 + Penalty 3045.274515 = -1206397.719368
  nChanged 15
		SP:Iteration 27Q (3399.740000 sec): 3 clusters
  Score: Raw -1209459.520358 + Penalty 3045.274515 = -1206414.245843
  nChanged 10
		SP:Iteration 28Q (3399.770000 sec): 3 clusters
  Score: Raw -1209470.028844 + Penalty 3045.274515 = -1206424.754329
  nChanged 13
		SP:Iteration 29Q (3399.790000 sec): 3 clusters
  Score: Raw -1209481.637149 + Penalty 3045.274515 = -1206436.362635
  nChanged 9
		SP:Iteration 30Q (3399.820000 sec): 3 clusters
  Score: Raw -1209488.255595 + Penalty 3045.274515 = -1206442.981080
  nChanged 2
		SP:Iteration 31Q (3399.840000 sec): 3 clusters
  Score: Raw -1209489.701040 + Penalty 3045.274515 = -1206444.426525
  nChanged 1
		SP:Iteration 32Q (3399.870000 sec): 3 clusters
  Score: Raw -1209490.176195 + Penalty 3045.274515 = -1206444.901680
  nChanged 1
		SP:Iteration 33Q (3399.890000 sec): 3 clusters
  Score: Raw -1209490.703550 + Penalty 3045.274515 = -1206445.429036
  nChanged 0
		SP:Iteration 34F (3399.920000 sec): 3 clusters
  Score: Raw -1209490.703550 + Penalty 3045.274515 = -1206445.429036
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 24 (12961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3399.960000 sec): 2 clusters
  Score: Raw -1316535.422375 + Penalty 1538.826271 = -1314996.596104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3399.990000 sec): 3 clusters
  Score: Raw -1309036.335705 + Penalty 3077.652541 = -1305958.683163
  nChanged 5646
		SP:Iteration 1F (3400.030000 sec): 3 clusters
  Score: Raw -1312284.530123 + Penalty 3077.652541 = -1309206.877582
  nChanged 872
		SP:Iteration 2F (3400.060000 sec): 3 clusters
  Score: Raw -1312753.030145 + Penalty 3077.652541 = -1309675.377604
  nChanged 856
		SP:Iteration 3F (3400.090000 sec): 3 clusters
  Score: Raw -1313303.249506 + Penalty 3077.652541 = -1310225.596964
  nChanged 916
		SP:Iteration 4F (3400.130000 sec): 3 clusters
  Score: Raw -1313983.686069 + Penalty 3077.652541 = -1310906.033528
  nChanged 929
		SP:Iteration 5F (3400.160000 sec): 3 clusters
  Score: Raw -1314701.209781 + Penalty 3077.652541 = -1311623.557240
  nChanged 870
		SP:Iteration 6F (3400.190000 sec): 3 clusters
  Score: Raw -1315308.794255 + Penalty 3077.652541 = -1312231.141713
  nChanged 650
		SP:Iteration 7F (3400.230000 sec): 3 clusters
  Score: Raw -1315689.428258 + Penalty 3077.652541 = -1312611.775716
  nChanged 424
		SP:Iteration 8Q (3400.260000 sec): 3 clusters
  Score: Raw -1315909.695391 + Penalty 3077.652541 = -1312832.042850
  nChanged 301
		SP:Iteration 9Q (3400.300000 sec): 3 clusters
  Score: Raw -1316045.051614 + Penalty 3077.652541 = -1312967.399073
  nChanged 230
		SP:Iteration 10Q (3400.330000 sec): 3 clusters
  Score: Raw -1316135.633054 + Penalty 3077.652541 = -1313057.980512
  nChanged 167
		SP:Iteration 11Q (3400.370000 sec): 3 clusters
  Score: Raw -1316201.002426 + Penalty 3077.652541 = -1313123.349884
  nChanged 132
		SP:Iteration 12Q (3400.400000 sec): 3 clusters
  Score: Raw -1316252.505791 + Penalty 3077.652541 = -1313174.853250
  nChanged 122
		SP:Iteration 13Q (3400.430000 sec): 3 clusters
  Score: Raw -1316303.595987 + Penalty 3077.652541 = -1313225.943445
  nChanged 101
		SP:Iteration 14Q (3400.470000 sec): 3 clusters
  Score: Raw -1316349.106211 + Penalty 3077.652541 = -1313271.453669
  nChanged 95
		SP:Iteration 15Q (3400.500000 sec): 3 clusters
  Score: Raw -1316391.050667 + Penalty 3077.652541 = -1313313.398125
  nChanged 108
		SP:Iteration 16Q (3400.540000 sec): 3 clusters
  Score: Raw -1316440.267768 + Penalty 3077.652541 = -1313362.615227
  nChanged 98
		SP:Iteration 17Q (3400.570000 sec): 3 clusters
  Score: Raw -1316484.310031 + Penalty 3077.652541 = -1313406.657489
  nChanged 82
		SP:Iteration 18Q (3400.610000 sec): 3 clusters
  Score: Raw -1316527.234690 + Penalty 3077.652541 = -1313449.582148
  nChanged 77
		SP:Iteration 19Q (3400.640000 sec): 3 clusters
  Score: Raw -1316563.637502 + Penalty 3077.652541 = -1313485.984961
  nChanged 65
		SP:Iteration 20F (3400.670000 sec): 3 clusters
  Score: Raw -1316596.803808 + Penalty 3077.652541 = -1313519.151266
  nChanged 60
		SP:Iteration 21Q (3400.710000 sec): 3 clusters
  Score: Raw -1316629.380521 + Penalty 3077.652541 = -1313551.727979
  nChanged 56
		SP:Iteration 22Q (3400.740000 sec): 3 clusters
  Score: Raw -1316653.466238 + Penalty 3077.652541 = -1313575.813697
  nChanged 39
		SP:Iteration 23Q (3400.770000 sec): 3 clusters
  Score: Raw -1316671.631437 + Penalty 3077.652541 = -1313593.978896
  nChanged 31
		SP:Iteration 24Q (3400.810000 sec): 3 clusters
  Score: Raw -1316687.574118 + Penalty 3077.652541 = -1313609.921577
  nChanged 30
		SP:Iteration 25Q (3400.840000 sec): 3 clusters
  Score: Raw -1316700.227741 + Penalty 3077.652541 = -1313622.575199
  nChanged 26
		SP:Iteration 26Q (3400.870000 sec): 3 clusters
  Score: Raw -1316710.089688 + Penalty 3077.652541 = -1313632.437147
  nChanged 25
		SP:Iteration 27Q (3400.910000 sec): 3 clusters
  Score: Raw -1316719.925235 + Penalty 3077.652541 = -1313642.272693
  nChanged 27
		SP:Iteration 28Q (3400.940000 sec): 3 clusters
  Score: Raw -1316730.839577 + Penalty 3077.652541 = -1313653.187035
  nChanged 15
		SP:Iteration 29Q (3400.970000 sec): 3 clusters
  Score: Raw -1316738.346904 + Penalty 3077.652541 = -1313660.694363
  nChanged 16
		SP:Iteration 30Q (3401.000000 sec): 3 clusters
  Score: Raw -1316745.531307 + Penalty 3077.652541 = -1313667.878766
  nChanged 14
		SP:Iteration 31Q (3401.030000 sec): 3 clusters
  Score: Raw -1316753.068220 + Penalty 3077.652541 = -1313675.415678
  nChanged 12
		SP:Iteration 32Q (3401.060000 sec): 3 clusters
  Score: Raw -1316759.860784 + Penalty 3077.652541 = -1313682.208243
  nChanged 22
		SP:Iteration 33Q (3401.090000 sec): 3 clusters
  Score: Raw -1316772.238244 + Penalty 3077.652541 = -1313694.585702
  nChanged 24
		SP:Iteration 34Q (3401.110000 sec): 3 clusters
  Score: Raw -1316788.909487 + Penalty 3077.652541 = -1313711.256946
  nChanged 17
		SP:Iteration 35Q (3401.150000 sec): 3 clusters
  Score: Raw -1316799.886129 + Penalty 3077.652541 = -1313722.233587
  nChanged 9
		SP:Iteration 36Q (3401.170000 sec): 3 clusters
  Score: Raw -1316803.885507 + Penalty 3077.652541 = -1313726.232965
  nChanged 9
		SP:Iteration 37Q (3401.210000 sec): 3 clusters
  Score: Raw -1316808.217750 + Penalty 3077.652541 = -1313730.565209
  nChanged 11
		SP:Iteration 38Q (3401.230000 sec): 3 clusters
  Score: Raw -1316814.807709 + Penalty 3077.652541 = -1313737.155167
  nChanged 12
		SP:Iteration 39Q (3401.260000 sec): 3 clusters
  Score: Raw -1316821.693052 + Penalty 3077.652541 = -1313744.040511
  nChanged 10
		SP:Iteration 40F (3401.300000 sec): 3 clusters
  Score: Raw -1316828.236334 + Penalty 3077.652541 = -1313750.583793
  nChanged 11
		SP:Iteration 41Q (3401.330000 sec): 3 clusters
  Score: Raw -1316834.833993 + Penalty 3077.652541 = -1313757.181452
  nChanged 9
		SP:Iteration 42Q (3401.350000 sec): 3 clusters
  Score: Raw -1316838.897324 + Penalty 3077.652541 = -1313761.244783
  nChanged 8
		SP:Iteration 43Q (3401.380000 sec): 3 clusters
  Score: Raw -1316843.927794 + Penalty 3077.652541 = -1313766.275253
  nChanged 9
		SP:Iteration 44Q (3401.410000 sec): 3 clusters
  Score: Raw -1316847.975388 + Penalty 3077.652541 = -1313770.322847
  nChanged 6
		SP:Iteration 45Q (3401.440000 sec): 3 clusters
  Score: Raw -1316850.759696 + Penalty 3077.652541 = -1313773.107155
  nChanged 5
		SP:Iteration 46Q (3401.470000 sec): 3 clusters
  Score: Raw -1316853.201151 + Penalty 3077.652541 = -1313775.548610
  nChanged 8
		SP:Iteration 47Q (3401.490000 sec): 3 clusters
  Score: Raw -1316858.474359 + Penalty 3077.652541 = -1313780.821818
  nChanged 8
		SP:Iteration 48Q (3401.520000 sec): 3 clusters
  Score: Raw -1316863.648924 + Penalty 3077.652541 = -1313785.996382
  nChanged 5
		SP:Iteration 49Q (3401.550000 sec): 3 clusters
  Score: Raw -1316867.571649 + Penalty 3077.652541 = -1313789.919108
  nChanged 7
		SP:Iteration 50Q (3401.580000 sec): 3 clusters
  Score: Raw -1316870.902432 + Penalty 3077.652541 = -1313793.249890
  nChanged 6
		SP:Iteration 51Q (3401.610000 sec): 3 clusters
  Score: Raw -1316874.174534 + Penalty 3077.652541 = -1313796.521992
  nChanged 6
		SP:Iteration 52Q (3401.630000 sec): 3 clusters
  Score: Raw -1316878.462127 + Penalty 3077.652541 = -1313800.809585
  nChanged 5
		SP:Iteration 53Q (3401.660000 sec): 3 clusters
  Score: Raw -1316882.025892 + Penalty 3077.652541 = -1313804.373351
  nChanged 5
		SP:Iteration 54Q (3401.690000 sec): 3 clusters
  Score: Raw -1316884.525336 + Penalty 3077.652541 = -1313806.872795
  nChanged 7
		SP:Iteration 55Q (3401.720000 sec): 3 clusters
  Score: Raw -1316889.903386 + Penalty 3077.652541 = -1313812.250845
  nChanged 10
		SP:Iteration 56Q (3401.740000 sec): 3 clusters
  Score: Raw -1316896.537505 + Penalty 3077.652541 = -1313818.884963
  nChanged 12
		SP:Iteration 57Q (3401.770000 sec): 3 clusters
  Score: Raw -1316907.799483 + Penalty 3077.652541 = -1313830.146942
  nChanged 13
		SP:Iteration 58Q (3401.800000 sec): 3 clusters
  Score: Raw -1316918.029640 + Penalty 3077.652541 = -1313840.377098
  nChanged 13
		SP:Iteration 59Q (3401.820000 sec): 3 clusters
  Score: Raw -1316924.072265 + Penalty 3077.652541 = -1313846.419723
  nChanged 6
		SP:Iteration 60F (3401.860000 sec): 3 clusters
  Score: Raw -1316927.549415 + Penalty 3077.652541 = -1313849.896874
  nChanged 5
		SP:Iteration 61Q (3401.880000 sec): 3 clusters
  Score: Raw -1316930.887158 + Penalty 3077.652541 = -1313853.234617
  nChanged 6
		SP:Iteration 62Q (3401.910000 sec): 3 clusters
  Score: Raw -1316934.295959 + Penalty 3077.652541 = -1313856.643417
  nChanged 3
		SP:Iteration 63Q (3401.930000 sec): 3 clusters
  Score: Raw -1316937.585337 + Penalty 3077.652541 = -1313859.932796
  nChanged 3
		SP:Iteration 64Q (3401.960000 sec): 3 clusters
  Score: Raw -1316940.726602 + Penalty 3077.652541 = -1313863.074060
  nChanged 3
		SP:Iteration 65Q (3401.990000 sec): 3 clusters
  Score: Raw -1316942.534689 + Penalty 3077.652541 = -1313864.882148
  nChanged 1
		SP:Iteration 66Q (3402.010000 sec): 3 clusters
  Score: Raw -1316943.917128 + Penalty 3077.652541 = -1313866.264587
  nChanged 2
		SP:Iteration 67Q (3402.040000 sec): 3 clusters
  Score: Raw -1316945.373871 + Penalty 3077.652541 = -1313867.721329
  nChanged 6
		SP:Iteration 68Q (3402.070000 sec): 3 clusters
  Score: Raw -1316949.257825 + Penalty 3077.652541 = -1313871.605283
  nChanged 7
		SP:Iteration 69Q (3402.090000 sec): 3 clusters
  Score: Raw -1316953.934403 + Penalty 3077.652541 = -1313876.281861
  nChanged 3
		SP:Iteration 70Q (3402.110000 sec): 3 clusters
  Score: Raw -1316955.567023 + Penalty 3077.652541 = -1313877.914481
  nChanged 1
		SP:Iteration 71Q (3402.140000 sec): 3 clusters
  Score: Raw -1316956.191339 + Penalty 3077.652541 = -1313878.538797
  nChanged 2
		SP:Iteration 72Q (3402.170000 sec): 3 clusters
  Score: Raw -1316957.804358 + Penalty 3077.652541 = -1313880.151817
  nChanged 1
		SP:Iteration 73Q (3402.190000 sec): 3 clusters
  Score: Raw -1316958.081035 + Penalty 3077.652541 = -1313880.428493
  nChanged 1
		SP:Iteration 74Q (3402.220000 sec): 3 clusters
  Score: Raw -1316958.495053 + Penalty 3077.652541 = -1313880.842512
  nChanged 1
		SP:Iteration 75Q (3402.250000 sec): 3 clusters
  Score: Raw -1316958.795451 + Penalty 3077.652541 = -1313881.142910
  nChanged 1
		SP:Iteration 76Q (3402.270000 sec): 3 clusters
  Score: Raw -1316959.223913 + Penalty 3077.652541 = -1313881.571372
  nChanged 0
		SP:Iteration 77F (3402.310000 sec): 3 clusters
  Score: Raw -1316959.223913 + Penalty 3077.652541 = -1313881.571372
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (68236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3402.530000 sec): 2 clusters
  Score: Raw -6982720.548432 + Penalty 1808.743229 = -6980911.805203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3402.720000 sec): 3 clusters
  Score: Raw -6938801.646854 + Penalty 3617.486458 = -6935184.160396
  nChanged 32434
		SP:Iteration 1F (3402.900000 sec): 3 clusters
  Score: Raw -6957751.701129 + Penalty 3617.486458 = -6954134.214671
  nChanged 3254
		SP:Iteration 2Q (3403.100000 sec): 3 clusters
  Score: Raw -6959031.469162 + Penalty 3617.486458 = -6955413.982704
  nChanged 4138
		SP:Iteration 3F (3403.290000 sec): 3 clusters
  Score: Raw -6961189.818099 + Penalty 3617.486458 = -6957572.331641
  nChanged 5146
		SP:Iteration 4F (3403.470000 sec): 3 clusters
  Score: Raw -6964721.701889 + Penalty 3617.486458 = -6961104.215431
  nChanged 5855
		SP:Iteration 5F (3403.660000 sec): 3 clusters
  Score: Raw -6969644.238092 + Penalty 3617.486458 = -6966026.751634
  nChanged 5689
		SP:Iteration 6F (3403.840000 sec): 3 clusters
  Score: Raw -6975147.413210 + Penalty 3617.486458 = -6971529.926752
  nChanged 4208
		SP:Iteration 7F (3404.030000 sec): 3 clusters
  Score: Raw -6979407.817616 + Penalty 3617.486458 = -6975790.331158
  nChanged 2277
		SP:Iteration 8Q (3404.220000 sec): 3 clusters
  Score: Raw -6981632.042631 + Penalty 3617.486458 = -6978014.556173
  nChanged 857
		SP:Iteration 9Q (3404.390000 sec): 3 clusters
  Score: Raw -6982470.932332 + Penalty 3617.486458 = -6978853.445873
  nChanged 269
		SP:Iteration 10Q (3404.540000 sec): 3 clusters
  Score: Raw -6982752.457783 + Penalty 3617.486458 = -6979134.971325
  nChanged 93
		SP:Iteration 11Q (3404.680000 sec): 3 clusters
  Score: Raw -6982864.192127 + Penalty 3617.486458 = -6979246.705669
  nChanged 47
		SP:Iteration 12Q (3404.820000 sec): 3 clusters
  Score: Raw -6982924.877373 + Penalty 3617.486458 = -6979307.390915
  nChanged 26
		SP:Iteration 13Q (3404.960000 sec): 3 clusters
  Score: Raw -6982966.232241 + Penalty 3617.486458 = -6979348.745783
  nChanged 16
		SP:Iteration 14Q (3405.090000 sec): 3 clusters
  Score: Raw -6982988.303437 + Penalty 3617.486458 = -6979370.816978
  nChanged 13
		SP:Iteration 15Q (3405.230000 sec): 3 clusters
  Score: Raw -6983004.181811 + Penalty 3617.486458 = -6979386.695353
  nChanged 9
		SP:Iteration 16Q (3405.360000 sec): 3 clusters
  Score: Raw -6983012.004290 + Penalty 3617.486458 = -6979394.517832
  nChanged 4
		SP:Iteration 17Q (3405.500000 sec): 3 clusters
  Score: Raw -6983014.364034 + Penalty 3617.486458 = -6979396.877575
  nChanged 0
		SP:Iteration 18F (3405.680000 sec): 3 clusters
  Score: Raw -6983014.364034 + Penalty 3617.486458 = -6979396.877575
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (8428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3405.750000 sec): 2 clusters
  Score: Raw -852739.105258 + Penalty 1468.888651 = -851270.216607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3405.770000 sec): 3 clusters
  Score: Raw -848057.418775 + Penalty 2937.777302 = -845119.641473
  nChanged 3606
		SP:Iteration 1F (3405.790000 sec): 3 clusters
  Score: Raw -850017.469292 + Penalty 2937.777302 = -847079.691990
  nChanged 551
		SP:Iteration 2F (3405.810000 sec): 3 clusters
  Score: Raw -850304.532835 + Penalty 2937.777302 = -847366.755533
  nChanged 510
		SP:Iteration 3F (3405.830000 sec): 3 clusters
  Score: Raw -850585.609659 + Penalty 2937.777302 = -847647.832357
  nChanged 457
		SP:Iteration 4F (3405.860000 sec): 3 clusters
  Score: Raw -850848.464129 + Penalty 2937.777302 = -847910.686827
  nChanged 426
		SP:Iteration 5F (3405.880000 sec): 3 clusters
  Score: Raw -851102.081439 + Penalty 2937.777302 = -848164.304137
  nChanged 442
		SP:Iteration 6F (3405.900000 sec): 3 clusters
  Score: Raw -851395.215657 + Penalty 2937.777302 = -848457.438355
  nChanged 446
		SP:Iteration 7F (3405.920000 sec): 3 clusters
  Score: Raw -851707.555442 + Penalty 2937.777302 = -848769.778140
  nChanged 398
		SP:Iteration 8Q (3405.940000 sec): 3 clusters
  Score: Raw -852007.137127 + Penalty 2937.777302 = -849069.359825
  nChanged 356
		SP:Iteration 9Q (3405.960000 sec): 3 clusters
  Score: Raw -852299.073238 + Penalty 2937.777302 = -849361.295936
  nChanged 284
		SP:Iteration 10Q (3405.990000 sec): 3 clusters
  Score: Raw -852581.900119 + Penalty 2937.777302 = -849644.122818
  nChanged 235
		SP:Iteration 11Q (3406.010000 sec): 3 clusters
  Score: Raw -852855.219773 + Penalty 2937.777302 = -849917.442471
  nChanged 188
		SP:Iteration 12Q (3406.030000 sec): 3 clusters
  Score: Raw -853076.975158 + Penalty 2937.777302 = -850139.197856
  nChanged 125
		SP:Iteration 13Q (3406.050000 sec): 3 clusters
  Score: Raw -853196.498759 + Penalty 2937.777302 = -850258.721457
  nChanged 91
		SP:Iteration 14Q (3406.060000 sec): 3 clusters
  Score: Raw -853255.636336 + Penalty 2937.777302 = -850317.859034
  nChanged 67
		SP:Iteration 15Q (3406.080000 sec): 3 clusters
  Score: Raw -853290.355038 + Penalty 2937.777302 = -850352.577736
  nChanged 49
		SP:Iteration 16Q (3406.100000 sec): 3 clusters
  Score: Raw -853314.506078 + Penalty 2937.777302 = -850376.728776
  nChanged 28
		SP:Iteration 17Q (3406.110000 sec): 3 clusters
  Score: Raw -853326.594086 + Penalty 2937.777302 = -850388.816784
  nChanged 18
		SP:Iteration 18Q (3406.130000 sec): 3 clusters
  Score: Raw -853332.223523 + Penalty 2937.777302 = -850394.446222
  nChanged 17
		SP:Iteration 19Q (3406.150000 sec): 3 clusters
  Score: Raw -853336.852910 + Penalty 2937.777302 = -850399.075608
  nChanged 12
		SP:Iteration 20F (3406.170000 sec): 3 clusters
  Score: Raw -853341.303615 + Penalty 2937.777302 = -850403.526314
  nChanged 13
		SP:Iteration 21Q (3406.190000 sec): 3 clusters
  Score: Raw -853344.903649 + Penalty 2937.777302 = -850407.126348
  nChanged 7
		SP:Iteration 22Q (3406.210000 sec): 3 clusters
  Score: Raw -853347.027873 + Penalty 2937.777302 = -850409.250572
  nChanged 5
		SP:Iteration 23Q (3406.220000 sec): 3 clusters
  Score: Raw -853348.489471 + Penalty 2937.777302 = -850410.712169
  nChanged 3
		SP:Iteration 24Q (3406.240000 sec): 3 clusters
  Score: Raw -853349.054266 + Penalty 2937.777302 = -850411.276964
  nChanged 3
		SP:Iteration 25Q (3406.260000 sec): 3 clusters
  Score: Raw -853349.704854 + Penalty 2937.777302 = -850411.927553
  nChanged 5
		SP:Iteration 26Q (3406.270000 sec): 3 clusters
  Score: Raw -853350.761105 + Penalty 2937.777302 = -850412.983803
  nChanged 5
		SP:Iteration 27Q (3406.290000 sec): 3 clusters
  Score: Raw -853351.677618 + Penalty 2937.777302 = -850413.900317
  nChanged 2
		SP:Iteration 28Q (3406.310000 sec): 3 clusters
  Score: Raw -853352.020809 + Penalty 2937.777302 = -850414.243508
  nChanged 2
		SP:Iteration 29Q (3406.330000 sec): 3 clusters
  Score: Raw -853352.375479 + Penalty 2937.777302 = -850414.598177
  nChanged 0
		SP:Iteration 30F (3406.350000 sec): 3 clusters
  Score: Raw -853352.375479 + Penalty 2937.777302 = -850414.598177
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 27 (2108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3406.360000 sec): 2 clusters
  Score: Raw -192693.970190 + Penalty 1243.692923 = -191450.277267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3406.360000 sec): 3 clusters
  Score: Raw -191806.539196 + Penalty 2487.385846 = -189319.153350
  nChanged 724
		SP:Iteration 1F (3406.370000 sec): 3 clusters
  Score: Raw -192285.239330 + Penalty 2487.385846 = -189797.853484
  nChanged 192
		SP:Iteration 2F (3406.370000 sec): 3 clusters
  Score: Raw -192447.756345 + Penalty 2487.385846 = -189960.370499
  nChanged 140
		SP:Iteration 3F (3406.380000 sec): 3 clusters
  Score: Raw -192560.332546 + Penalty 2487.385846 = -190072.946700
  nChanged 99
		SP:Iteration 4Q (3406.390000 sec): 3 clusters
  Score: Raw -192634.562269 + Penalty 2487.385846 = -190147.176423
  nChanged 84
		SP:Iteration 5Q (3406.390000 sec): 3 clusters
  Score: Raw -192708.397736 + Penalty 2487.385846 = -190221.011890
  nChanged 69
		SP:Iteration 6Q (3406.390000 sec): 3 clusters
  Score: Raw -192758.671580 + Penalty 2487.385846 = -190271.285735
  nChanged 62
		SP:Iteration 7Q (3406.400000 sec): 3 clusters
  Score: Raw -192802.172224 + Penalty 2487.385846 = -190314.786378
  nChanged 48
		SP:Iteration 8Q (3406.410000 sec): 3 clusters
  Score: Raw -192837.442451 + Penalty 2487.385846 = -190350.056606
  nChanged 43
		SP:Iteration 9Q (3406.410000 sec): 3 clusters
  Score: Raw -192864.416448 + Penalty 2487.385846 = -190377.030603
  nChanged 36
		SP:Iteration 10Q (3406.420000 sec): 3 clusters
  Score: Raw -192888.362544 + Penalty 2487.385846 = -190400.976698
  nChanged 28
		SP:Iteration 11Q (3406.420000 sec): 3 clusters
  Score: Raw -192904.741372 + Penalty 2487.385846 = -190417.355527
  nChanged 22
		SP:Iteration 12Q (3406.430000 sec): 3 clusters
  Score: Raw -192917.016503 + Penalty 2487.385846 = -190429.630657
  nChanged 20
		SP:Iteration 13Q (3406.430000 sec): 3 clusters
  Score: Raw -192930.263353 + Penalty 2487.385846 = -190442.877508
  nChanged 24
		SP:Iteration 14Q (3406.440000 sec): 3 clusters
  Score: Raw -192939.407704 + Penalty 2487.385846 = -190452.021859
  nChanged 11
		SP:Iteration 15Q (3406.440000 sec): 3 clusters
  Score: Raw -192942.895979 + Penalty 2487.385846 = -190455.510133
  nChanged 6
		SP:Iteration 16Q (3406.450000 sec): 3 clusters
  Score: Raw -192946.342565 + Penalty 2487.385846 = -190458.956719
  nChanged 4
		SP:Iteration 17Q (3406.450000 sec): 3 clusters
  Score: Raw -192947.417629 + Penalty 2487.385846 = -190460.031784
  nChanged 3
		SP:Iteration 18Q (3406.460000 sec): 3 clusters
  Score: Raw -192948.742740 + Penalty 2487.385846 = -190461.356895
  nChanged 4
		SP:Iteration 19Q (3406.460000 sec): 3 clusters
  Score: Raw -192950.500579 + Penalty 2487.385846 = -190463.114733
  nChanged 3
		SP:Iteration 20F (3406.470000 sec): 3 clusters
  Score: Raw -192953.149394 + Penalty 2487.385846 = -190465.763548
  nChanged 5
		SP:Iteration 21Q (3406.470000 sec): 3 clusters
  Score: Raw -192955.136757 + Penalty 2487.385846 = -190467.750911
  nChanged 4
		SP:Iteration 22Q (3406.480000 sec): 3 clusters
  Score: Raw -192956.061291 + Penalty 2487.385846 = -190468.675446
  nChanged 3
		SP:Iteration 23Q (3406.480000 sec): 3 clusters
  Score: Raw -192959.177534 + Penalty 2487.385846 = -190471.791688
  nChanged 5
		SP:Iteration 24Q (3406.490000 sec): 3 clusters
  Score: Raw -192961.165581 + Penalty 2487.385846 = -190473.779735
  nChanged 1
		SP:Iteration 25Q (3406.490000 sec): 3 clusters
  Score: Raw -192961.281923 + Penalty 2487.385846 = -190473.896078
  nChanged 0
		SP:Iteration 26F (3406.500000 sec): 3 clusters
  Score: Raw -192961.281923 + Penalty 2487.385846 = -190473.896078
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 28 (12148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3406.540000 sec): 2 clusters
  Score: Raw -1248762.435137 + Penalty 1528.299472 = -1247234.135666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3406.570000 sec): 3 clusters
  Score: Raw -1241723.527761 + Penalty 3056.598944 = -1238666.928818
  nChanged 5299
		SP:Iteration 1F (3406.600000 sec): 3 clusters
  Score: Raw -1244743.625522 + Penalty 3056.598944 = -1241687.026579
  nChanged 870
		SP:Iteration 2F (3406.640000 sec): 3 clusters
  Score: Raw -1245272.032866 + Penalty 3056.598944 = -1242215.433923
  nChanged 888
		SP:Iteration 3F (3406.670000 sec): 3 clusters
  Score: Raw -1245928.831026 + Penalty 3056.598944 = -1242872.232083
  nChanged 987
		SP:Iteration 4F (3406.700000 sec): 3 clusters
  Score: Raw -1246752.548159 + Penalty 3056.598944 = -1243695.949215
  nChanged 912
		SP:Iteration 5F (3406.730000 sec): 3 clusters
  Score: Raw -1247546.560251 + Penalty 3056.598944 = -1244489.961308
  nChanged 728
		SP:Iteration 6F (3406.770000 sec): 3 clusters
  Score: Raw -1248158.717014 + Penalty 3056.598944 = -1245102.118070
  nChanged 496
		SP:Iteration 7Q (3406.800000 sec): 3 clusters
  Score: Raw -1248534.431191 + Penalty 3056.598944 = -1245477.832248
  nChanged 317
		SP:Iteration 8Q (3406.830000 sec): 3 clusters
  Score: Raw -1248781.785629 + Penalty 3056.598944 = -1245725.186686
  nChanged 229
		SP:Iteration 9Q (3406.860000 sec): 3 clusters
  Score: Raw -1248989.009458 + Penalty 3056.598944 = -1245932.410515
  nChanged 214
		SP:Iteration 10Q (3406.890000 sec): 3 clusters
  Score: Raw -1249183.808833 + Penalty 3056.598944 = -1246127.209890
  nChanged 163
		SP:Iteration 11Q (3406.910000 sec): 3 clusters
  Score: Raw -1249324.023651 + Penalty 3056.598944 = -1246267.424708
  nChanged 143
		SP:Iteration 12Q (3406.940000 sec): 3 clusters
  Score: Raw -1249426.079017 + Penalty 3056.598944 = -1246369.480073
  nChanged 114
		SP:Iteration 13Q (3406.970000 sec): 3 clusters
  Score: Raw -1249487.407472 + Penalty 3056.598944 = -1246430.808529
  nChanged 67
		SP:Iteration 14Q (3406.990000 sec): 3 clusters
  Score: Raw -1249526.570294 + Penalty 3056.598944 = -1246469.971351
  nChanged 63
		SP:Iteration 15Q (3407.020000 sec): 3 clusters
  Score: Raw -1249549.070497 + Penalty 3056.598944 = -1246492.471553
  nChanged 39
		SP:Iteration 16Q (3407.040000 sec): 3 clusters
  Score: Raw -1249558.904864 + Penalty 3056.598944 = -1246502.305921
  nChanged 24
		SP:Iteration 17Q (3407.070000 sec): 3 clusters
  Score: Raw -1249563.225756 + Penalty 3056.598944 = -1246506.626812
  nChanged 10
		SP:Iteration 18Q (3407.090000 sec): 3 clusters
  Score: Raw -1249564.455387 + Penalty 3056.598944 = -1246507.856444
  nChanged 3
		SP:Iteration 19Q (3407.120000 sec): 3 clusters
  Score: Raw -1249565.104254 + Penalty 3056.598944 = -1246508.505311
  nChanged 1
		SP:Iteration 20F (3407.150000 sec): 3 clusters
  Score: Raw -1249565.138300 + Penalty 3056.598944 = -1246508.539356
  nChanged 1
		SP:Iteration 21Q (3407.170000 sec): 3 clusters
  Score: Raw -1249565.233129 + Penalty 3056.598944 = -1246508.634185
  nChanged 0
		SP:Iteration 22F (3407.200000 sec): 3 clusters
  Score: Raw -1249565.233129 + Penalty 3056.598944 = -1246508.634185
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (40929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3407.330000 sec): 2 clusters
  Score: Raw -4243052.242330 + Penalty 1725.684047 = -4241326.558283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3407.440000 sec): 3 clusters
  Score: Raw -4217310.318283 + Penalty 3451.368095 = -4213858.950189
  nChanged 19157
		SP:Iteration 1F (3407.550000 sec): 3 clusters
  Score: Raw -4228186.752103 + Penalty 3451.368095 = -4224735.384009
  nChanged 1702
		SP:Iteration 2Q (3407.670000 sec): 3 clusters
  Score: Raw -4228706.850742 + Penalty 3451.368095 = -4225255.482647
  nChanged 1836
		SP:Iteration 3Q (3407.780000 sec): 3 clusters
  Score: Raw -4229421.542016 + Penalty 3451.368095 = -4225970.173921
  nChanged 2226
		SP:Iteration 4F (3407.890000 sec): 3 clusters
  Score: Raw -4230579.397184 + Penalty 3451.368095 = -4227128.029089
  nChanged 2799
		SP:Iteration 5F (3408.000000 sec): 3 clusters
  Score: Raw -4232441.115583 + Penalty 3451.368095 = -4228989.747489
  nChanged 3110
		SP:Iteration 6F (3408.110000 sec): 3 clusters
  Score: Raw -4234842.793162 + Penalty 3451.368095 = -4231391.425067
  nChanged 3019
		SP:Iteration 7F (3408.230000 sec): 3 clusters
  Score: Raw -4237411.373841 + Penalty 3451.368095 = -4233960.005746
  nChanged 2552
		SP:Iteration 8F (3408.340000 sec): 3 clusters
  Score: Raw -4239600.679286 + Penalty 3451.368095 = -4236149.311192
  nChanged 1752
		SP:Iteration 9Q (3408.450000 sec): 3 clusters
  Score: Raw -4241002.180830 + Penalty 3451.368095 = -4237550.812735
  nChanged 1161
		SP:Iteration 10Q (3408.560000 sec): 3 clusters
  Score: Raw -4241917.003047 + Penalty 3451.368095 = -4238465.634953
  nChanged 733
		SP:Iteration 11Q (3408.660000 sec): 3 clusters
  Score: Raw -4242512.324750 + Penalty 3451.368095 = -4239060.956655
  nChanged 462
		SP:Iteration 12Q (3408.750000 sec): 3 clusters
  Score: Raw -4242865.688096 + Penalty 3451.368095 = -4239414.320001
  nChanged 268
		SP:Iteration 13Q (3408.840000 sec): 3 clusters
  Score: Raw -4243076.935834 + Penalty 3451.368095 = -4239625.567740
  nChanged 133
		SP:Iteration 14Q (3408.930000 sec): 3 clusters
  Score: Raw -4243171.935091 + Penalty 3451.368095 = -4239720.566996
  nChanged 69
		SP:Iteration 15Q (3409.010000 sec): 3 clusters
  Score: Raw -4243224.377992 + Penalty 3451.368095 = -4239773.009898
  nChanged 47
		SP:Iteration 16Q (3409.090000 sec): 3 clusters
  Score: Raw -4243253.127888 + Penalty 3451.368095 = -4239801.759793
  nChanged 31
		SP:Iteration 17Q (3409.170000 sec): 3 clusters
  Score: Raw -4243276.425962 + Penalty 3451.368095 = -4239825.057868
  nChanged 27
		SP:Iteration 18Q (3409.260000 sec): 3 clusters
  Score: Raw -4243292.183339 + Penalty 3451.368095 = -4239840.815245
  nChanged 17
		SP:Iteration 19Q (3409.340000 sec): 3 clusters
  Score: Raw -4243299.611036 + Penalty 3451.368095 = -4239848.242941
  nChanged 10
		SP:Iteration 20F (3409.450000 sec): 3 clusters
  Score: Raw -4243304.508200 + Penalty 3451.368095 = -4239853.140106
  nChanged 8
		SP:Iteration 21Q (3409.530000 sec): 3 clusters
  Score: Raw -4243308.240723 + Penalty 3451.368095 = -4239856.872628
  nChanged 11
		SP:Iteration 22Q (3409.610000 sec): 3 clusters
  Score: Raw -4243313.294909 + Penalty 3451.368095 = -4239861.926814
  nChanged 4
		SP:Iteration 23Q (3409.690000 sec): 3 clusters
  Score: Raw -4243315.330372 + Penalty 3451.368095 = -4239863.962278
  nChanged 4
		SP:Iteration 24Q (3409.770000 sec): 3 clusters
  Score: Raw -4243317.433305 + Penalty 3451.368095 = -4239866.065210
  nChanged 4
		SP:Iteration 25Q (3409.860000 sec): 3 clusters
  Score: Raw -4243320.001986 + Penalty 3451.368095 = -4239868.633891
  nChanged 6
		SP:Iteration 26Q (3409.950000 sec): 3 clusters
  Score: Raw -4243325.538975 + Penalty 3451.368095 = -4239874.170881
  nChanged 5
		SP:Iteration 27Q (3410.030000 sec): 3 clusters
  Score: Raw -4243329.791676 + Penalty 3451.368095 = -4239878.423582
  nChanged 7
		SP:Iteration 28Q (3410.110000 sec): 3 clusters
  Score: Raw -4243332.489303 + Penalty 3451.368095 = -4239881.121208
  nChanged 5
		SP:Iteration 29Q (3410.190000 sec): 3 clusters
  Score: Raw -4243336.058788 + Penalty 3451.368095 = -4239884.690693
  nChanged 9
		SP:Iteration 30Q (3410.280000 sec): 3 clusters
  Score: Raw -4243341.421474 + Penalty 3451.368095 = -4239890.053379
  nChanged 9
		SP:Iteration 31Q (3410.360000 sec): 3 clusters
  Score: Raw -4243344.528775 + Penalty 3451.368095 = -4239893.160680
  nChanged 3
		SP:Iteration 32Q (3410.440000 sec): 3 clusters
  Score: Raw -4243346.788797 + Penalty 3451.368095 = -4239895.420702
  nChanged 5
		SP:Iteration 33Q (3410.530000 sec): 3 clusters
  Score: Raw -4243348.233624 + Penalty 3451.368095 = -4239896.865530
  nChanged 2
		SP:Iteration 34Q (3410.610000 sec): 3 clusters
  Score: Raw -4243349.077925 + Penalty 3451.368095 = -4239897.709830
  nChanged 1
		SP:Iteration 35Q (3410.690000 sec): 3 clusters
  Score: Raw -4243349.807157 + Penalty 3451.368095 = -4239898.439062
  nChanged 1
		SP:Iteration 36Q (3410.770000 sec): 3 clusters
  Score: Raw -4243349.920450 + Penalty 3451.368095 = -4239898.552355
  nChanged 0
		SP:Iteration 37F (3410.890000 sec): 3 clusters
  Score: Raw -4243349.920450 + Penalty 3451.368095 = -4239898.552355
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (35796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3410.990000 sec): 2 clusters
  Score: Raw -3540391.411918 + Penalty 1703.908608 = -3538687.503310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3411.090000 sec): 3 clusters
  Score: Raw -3518123.234420 + Penalty 3407.817216 = -3514715.417204
  nChanged 16546
		SP:Iteration 1F (3411.190000 sec): 3 clusters
  Score: Raw -3527443.829573 + Penalty 3407.817216 = -3524036.012357
  nChanged 1713
		SP:Iteration 2Q (3411.290000 sec): 3 clusters
  Score: Raw -3528199.958745 + Penalty 3407.817216 = -3524792.141529
  nChanged 2039
		SP:Iteration 3F (3411.390000 sec): 3 clusters
  Score: Raw -3529279.790388 + Penalty 3407.817216 = -3525871.973172
  nChanged 2401
		SP:Iteration 4F (3411.490000 sec): 3 clusters
  Score: Raw -3530718.345165 + Penalty 3407.817216 = -3527310.527948
  nChanged 2576
		SP:Iteration 5F (3411.590000 sec): 3 clusters
  Score: Raw -3532337.304748 + Penalty 3407.817216 = -3528929.487532
  nChanged 2355
		SP:Iteration 6F (3411.680000 sec): 3 clusters
  Score: Raw -3533648.063263 + Penalty 3407.817216 = -3530240.246047
  nChanged 1926
		SP:Iteration 7F (3411.780000 sec): 3 clusters
  Score: Raw -3534542.496186 + Penalty 3407.817216 = -3531134.678970
  nChanged 1517
		SP:Iteration 8Q (3411.880000 sec): 3 clusters
  Score: Raw -3535217.979608 + Penalty 3407.817216 = -3531810.162392
  nChanged 1270
		SP:Iteration 9Q (3411.980000 sec): 3 clusters
  Score: Raw -3535805.105895 + Penalty 3407.817216 = -3532397.288679
  nChanged 1106
		SP:Iteration 10Q (3412.070000 sec): 3 clusters
  Score: Raw -3536399.280591 + Penalty 3407.817216 = -3532991.463375
  nChanged 1056
		SP:Iteration 11Q (3412.170000 sec): 3 clusters
  Score: Raw -3537079.453422 + Penalty 3407.817216 = -3533671.636206
  nChanged 959
		SP:Iteration 12Q (3412.270000 sec): 3 clusters
  Score: Raw -3537736.185100 + Penalty 3407.817216 = -3534328.367884
  nChanged 920
		SP:Iteration 13Q (3412.370000 sec): 3 clusters
  Score: Raw -3538348.893948 + Penalty 3407.817216 = -3534941.076732
  nChanged 782
		SP:Iteration 14Q (3412.470000 sec): 3 clusters
  Score: Raw -3538799.585768 + Penalty 3407.817216 = -3535391.768552
  nChanged 624
		SP:Iteration 15Q (3412.560000 sec): 3 clusters
  Score: Raw -3539113.810750 + Penalty 3407.817216 = -3535705.993534
  nChanged 526
		SP:Iteration 16Q (3412.650000 sec): 3 clusters
  Score: Raw -3539372.929475 + Penalty 3407.817216 = -3535965.112259
  nChanged 486
		SP:Iteration 17Q (3412.730000 sec): 3 clusters
  Score: Raw -3539619.584423 + Penalty 3407.817216 = -3536211.767207
  nChanged 430
		SP:Iteration 18Q (3412.810000 sec): 3 clusters
  Score: Raw -3539805.542100 + Penalty 3407.817216 = -3536397.724883
  nChanged 368
		SP:Iteration 19Q (3412.900000 sec): 3 clusters
  Score: Raw -3539962.103745 + Penalty 3407.817216 = -3536554.286529
  nChanged 326
		SP:Iteration 20F (3413.000000 sec): 3 clusters
  Score: Raw -3540096.390596 + Penalty 3407.817216 = -3536688.573380
  nChanged 296
		SP:Iteration 21Q (3413.080000 sec): 3 clusters
  Score: Raw -3540221.166691 + Penalty 3407.817216 = -3536813.349474
  nChanged 250
		SP:Iteration 22Q (3413.160000 sec): 3 clusters
  Score: Raw -3540320.276210 + Penalty 3407.817216 = -3536912.458993
  nChanged 222
		SP:Iteration 23Q (3413.240000 sec): 3 clusters
  Score: Raw -3540408.735216 + Penalty 3407.817216 = -3537000.918000
  nChanged 179
		SP:Iteration 24Q (3413.320000 sec): 3 clusters
  Score: Raw -3540472.171803 + Penalty 3407.817216 = -3537064.354587
  nChanged 161
		SP:Iteration 25Q (3413.390000 sec): 3 clusters
  Score: Raw -3540530.215350 + Penalty 3407.817216 = -3537122.398134
  nChanged 144
		SP:Iteration 26Q (3413.470000 sec): 3 clusters
  Score: Raw -3540586.045417 + Penalty 3407.817216 = -3537178.228200
  nChanged 126
		SP:Iteration 27Q (3413.550000 sec): 3 clusters
  Score: Raw -3540643.756402 + Penalty 3407.817216 = -3537235.939186
  nChanged 124
		SP:Iteration 28Q (3413.620000 sec): 3 clusters
  Score: Raw -3540702.979312 + Penalty 3407.817216 = -3537295.162096
  nChanged 119
		SP:Iteration 29Q (3413.700000 sec): 3 clusters
  Score: Raw -3540756.444725 + Penalty 3407.817216 = -3537348.627509
  nChanged 118
		SP:Iteration 30Q (3413.770000 sec): 3 clusters
  Score: Raw -3540811.326405 + Penalty 3407.817216 = -3537403.509189
  nChanged 110
		SP:Iteration 31Q (3413.850000 sec): 3 clusters
  Score: Raw -3540867.649299 + Penalty 3407.817216 = -3537459.832083
  nChanged 119
		SP:Iteration 32Q (3413.920000 sec): 3 clusters
  Score: Raw -3540929.448542 + Penalty 3407.817216 = -3537521.631326
  nChanged 96
		SP:Iteration 33Q (3414.000000 sec): 3 clusters
  Score: Raw -3540989.807127 + Penalty 3407.817216 = -3537581.989910
  nChanged 112
		SP:Iteration 34Q (3414.070000 sec): 3 clusters
  Score: Raw -3541049.439585 + Penalty 3407.817216 = -3537641.622369
  nChanged 103
		SP:Iteration 35Q (3414.150000 sec): 3 clusters
  Score: Raw -3541107.576010 + Penalty 3407.817216 = -3537699.758794
  nChanged 90
		SP:Iteration 36Q (3414.220000 sec): 3 clusters
  Score: Raw -3541167.528325 + Penalty 3407.817216 = -3537759.711109
  nChanged 91
		SP:Iteration 37Q (3414.290000 sec): 3 clusters
  Score: Raw -3541223.709884 + Penalty 3407.817216 = -3537815.892668
  nChanged 75
		SP:Iteration 38Q (3414.360000 sec): 3 clusters
  Score: Raw -3541276.593950 + Penalty 3407.817216 = -3537868.776734
  nChanged 60
		SP:Iteration 39Q (3414.430000 sec): 3 clusters
  Score: Raw -3541320.864617 + Penalty 3407.817216 = -3537913.047401
  nChanged 62
		SP:Iteration 40F (3414.530000 sec): 3 clusters
  Score: Raw -3541361.003796 + Penalty 3407.817216 = -3537953.186580
  nChanged 50
		SP:Iteration 41Q (3414.600000 sec): 3 clusters
  Score: Raw -3541390.994142 + Penalty 3407.817216 = -3537983.176926
  nChanged 42
		SP:Iteration 42Q (3414.680000 sec): 3 clusters
  Score: Raw -3541418.817198 + Penalty 3407.817216 = -3538010.999982
  nChanged 38
		SP:Iteration 43Q (3414.750000 sec): 3 clusters
  Score: Raw -3541439.781409 + Penalty 3407.817216 = -3538031.964193
  nChanged 27
		SP:Iteration 44Q (3414.820000 sec): 3 clusters
  Score: Raw -3541453.530881 + Penalty 3407.817216 = -3538045.713665
  nChanged 23
		SP:Iteration 45Q (3414.880000 sec): 3 clusters
  Score: Raw -3541462.975201 + Penalty 3407.817216 = -3538055.157985
  nChanged 17
		SP:Iteration 46Q (3414.960000 sec): 3 clusters
  Score: Raw -3541469.637107 + Penalty 3407.817216 = -3538061.819891
  nChanged 15
		SP:Iteration 47Q (3415.030000 sec): 3 clusters
  Score: Raw -3541475.796140 + Penalty 3407.817216 = -3538067.978924
  nChanged 18
		SP:Iteration 48Q (3415.090000 sec): 3 clusters
  Score: Raw -3541481.765940 + Penalty 3407.817216 = -3538073.948724
  nChanged 14
		SP:Iteration 49Q (3415.160000 sec): 3 clusters
  Score: Raw -3541485.511851 + Penalty 3407.817216 = -3538077.694635
  nChanged 4
		SP:Iteration 50Q (3415.230000 sec): 3 clusters
  Score: Raw -3541486.214228 + Penalty 3407.817216 = -3538078.397012
  nChanged 1
		SP:Iteration 51Q (3415.300000 sec): 3 clusters
  Score: Raw -3541486.328027 + Penalty 3407.817216 = -3538078.510811
  nChanged 1
		SP:Iteration 52Q (3415.370000 sec): 3 clusters
  Score: Raw -3541486.584675 + Penalty 3407.817216 = -3538078.767459
  nChanged 3
		SP:Iteration 53Q (3415.440000 sec): 3 clusters
  Score: Raw -3541487.213575 + Penalty 3407.817216 = -3538079.396358
  nChanged 1
		SP:Iteration 54Q (3415.520000 sec): 3 clusters
  Score: Raw -3541487.508590 + Penalty 3407.817216 = -3538079.691374
  nChanged 2
		SP:Iteration 55Q (3415.590000 sec): 3 clusters
  Score: Raw -3541488.167018 + Penalty 3407.817216 = -3538080.349802
  nChanged 3
		SP:Iteration 56Q (3415.660000 sec): 3 clusters
  Score: Raw -3541489.171401 + Penalty 3407.817216 = -3538081.354184
  nChanged 2
		SP:Iteration 57Q (3415.730000 sec): 3 clusters
  Score: Raw -3541489.530599 + Penalty 3407.817216 = -3538081.713383
  nChanged 1
		SP:Iteration 58Q (3415.810000 sec): 3 clusters
  Score: Raw -3541489.660958 + Penalty 3407.817216 = -3538081.843742
  nChanged 0
		SP:Iteration 59F (3415.910000 sec): 3 clusters
  Score: Raw -3541489.660958 + Penalty 3407.817216 = -3538081.843742
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 31 (4066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3415.960000 sec): 2 clusters
  Score: Raw -383961.900283 + Penalty 1350.442437 = -382611.457847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3415.970000 sec): 3 clusters
  Score: Raw -381915.625397 + Penalty 2700.884873 = -379214.740524
  nChanged 1618
		SP:Iteration 1F (3415.980000 sec): 3 clusters
  Score: Raw -382841.500456 + Penalty 2700.884873 = -380140.615583
  nChanged 319
		SP:Iteration 2F (3415.990000 sec): 3 clusters
  Score: Raw -383035.701443 + Penalty 2700.884873 = -380334.816570
  nChanged 218
		SP:Iteration 3F (3416.000000 sec): 3 clusters
  Score: Raw -383164.509853 + Penalty 2700.884873 = -380463.624980
  nChanged 184
		SP:Iteration 4Q (3416.010000 sec): 3 clusters
  Score: Raw -383280.000788 + Penalty 2700.884873 = -380579.115915
  nChanged 165
		SP:Iteration 5Q (3416.020000 sec): 3 clusters
  Score: Raw -383383.607324 + Penalty 2700.884873 = -380682.722451
  nChanged 163
		SP:Iteration 6Q (3416.030000 sec): 3 clusters
  Score: Raw -383494.345700 + Penalty 2700.884873 = -380793.460827
  nChanged 167
		SP:Iteration 7Q (3416.040000 sec): 3 clusters
  Score: Raw -383619.308456 + Penalty 2700.884873 = -380918.423583
  nChanged 155
		SP:Iteration 8Q (3416.050000 sec): 3 clusters
  Score: Raw -383730.565780 + Penalty 2700.884873 = -381029.680907
  nChanged 115
		SP:Iteration 9Q (3416.060000 sec): 3 clusters
  Score: Raw -383814.222405 + Penalty 2700.884873 = -381113.337532
  nChanged 113
		SP:Iteration 10Q (3416.070000 sec): 3 clusters
  Score: Raw -383902.908289 + Penalty 2700.884873 = -381202.023415
  nChanged 108
		SP:Iteration 11Q (3416.080000 sec): 3 clusters
  Score: Raw -383970.137974 + Penalty 2700.884873 = -381269.253101
  nChanged 96
		SP:Iteration 12Q (3416.100000 sec): 3 clusters
  Score: Raw -384057.043478 + Penalty 2700.884873 = -381356.158605
  nChanged 103
		SP:Iteration 13Q (3416.100000 sec): 3 clusters
  Score: Raw -384139.238586 + Penalty 2700.884873 = -381438.353713
  nChanged 98
		SP:Iteration 14Q (3416.120000 sec): 3 clusters
  Score: Raw -384196.728161 + Penalty 2700.884873 = -381495.843288
  nChanged 64
		SP:Iteration 15Q (3416.120000 sec): 3 clusters
  Score: Raw -384232.061919 + Penalty 2700.884873 = -381531.177046
  nChanged 57
		SP:Iteration 16Q (3416.140000 sec): 3 clusters
  Score: Raw -384264.387301 + Penalty 2700.884873 = -381563.502428
  nChanged 59
		SP:Iteration 17Q (3416.140000 sec): 3 clusters
  Score: Raw -384295.471993 + Penalty 2700.884873 = -381594.587120
  nChanged 52
		SP:Iteration 18Q (3416.160000 sec): 3 clusters
  Score: Raw -384324.395827 + Penalty 2700.884873 = -381623.510954
  nChanged 47
		SP:Iteration 19Q (3416.160000 sec): 3 clusters
  Score: Raw -384350.341931 + Penalty 2700.884873 = -381649.457058
  nChanged 50
		SP:Iteration 20F (3416.180000 sec): 3 clusters
  Score: Raw -384378.080562 + Penalty 2700.884873 = -381677.195689
  nChanged 42
		SP:Iteration 21Q (3416.190000 sec): 3 clusters
  Score: Raw -384396.600172 + Penalty 2700.884873 = -381695.715298
  nChanged 27
		SP:Iteration 22Q (3416.200000 sec): 3 clusters
  Score: Raw -384404.132744 + Penalty 2700.884873 = -381703.247871
  nChanged 19
		SP:Iteration 23Q (3416.210000 sec): 3 clusters
  Score: Raw -384409.334661 + Penalty 2700.884873 = -381708.449788
  nChanged 21
		SP:Iteration 24Q (3416.220000 sec): 3 clusters
  Score: Raw -384419.121700 + Penalty 2700.884873 = -381718.236827
  nChanged 18
		SP:Iteration 25Q (3416.220000 sec): 3 clusters
  Score: Raw -384425.434257 + Penalty 2700.884873 = -381724.549384
  nChanged 13
		SP:Iteration 26Q (3416.240000 sec): 3 clusters
  Score: Raw -384429.712718 + Penalty 2700.884873 = -381728.827845
  nChanged 12
		SP:Iteration 27Q (3416.240000 sec): 3 clusters
  Score: Raw -384433.094088 + Penalty 2700.884873 = -381732.209215
  nChanged 8
		SP:Iteration 28Q (3416.260000 sec): 3 clusters
  Score: Raw -384435.073949 + Penalty 2700.884873 = -381734.189076
  nChanged 7
		SP:Iteration 29Q (3416.260000 sec): 3 clusters
  Score: Raw -384436.145765 + Penalty 2700.884873 = -381735.260892
  nChanged 4
		SP:Iteration 30Q (3416.280000 sec): 3 clusters
  Score: Raw -384436.989623 + Penalty 2700.884873 = -381736.104750
  nChanged 3
		SP:Iteration 31Q (3416.280000 sec): 3 clusters
  Score: Raw -384437.666020 + Penalty 2700.884873 = -381736.781147
  nChanged 1
		SP:Iteration 32Q (3416.300000 sec): 3 clusters
  Score: Raw -384438.242930 + Penalty 2700.884873 = -381737.358057
  nChanged 4
		SP:Iteration 33Q (3416.300000 sec): 3 clusters
  Score: Raw -384438.925187 + Penalty 2700.884873 = -381738.040313
  nChanged 1
		SP:Iteration 34Q (3416.320000 sec): 3 clusters
  Score: Raw -384439.632804 + Penalty 2700.884873 = -381738.747931
  nChanged 0
		SP:Iteration 35F (3416.320000 sec): 3 clusters
  Score: Raw -384439.632804 + Penalty 2700.884873 = -381738.747931
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3416.330000 sec): 2 clusters
  Score: Raw -56752.014833 + Penalty 1062.917375 = -55689.097458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3416.340000 sec): 3 clusters
  Score: Raw -56615.807506 + Penalty 2125.834750 = -54489.972756
  nChanged 194
		SP:Iteration 1F (3416.340000 sec): 3 clusters
  Score: Raw -56834.947667 + Penalty 2125.834750 = -54709.112918
  nChanged 44
		SP:Iteration 2F (3416.340000 sec): 3 clusters
  Score: Raw -56907.796991 + Penalty 2125.834750 = -54781.962241
  nChanged 31
		SP:Iteration 3Q (3416.340000 sec): 3 clusters
  Score: Raw -56953.093959 + Penalty 2125.834750 = -54827.259209
  nChanged 15
		SP:Iteration 4Q (3416.340000 sec): 3 clusters
  Score: Raw -56973.440791 + Penalty 2125.834750 = -54847.606041
  nChanged 16
		SP:Iteration 5Q (3416.340000 sec): 3 clusters
  Score: Raw -57012.526070 + Penalty 2125.834750 = -54886.691321
  nChanged 26
		SP:Iteration 6Q (3416.340000 sec): 3 clusters
  Score: Raw -57079.504094 + Penalty 2125.834750 = -54953.669344
  nChanged 23
		SP:Iteration 7Q (3416.350000 sec): 3 clusters
  Score: Raw -57145.657732 + Penalty 2125.834750 = -55019.822982
  nChanged 24
		SP:Iteration 8Q (3416.350000 sec): 3 clusters
  Score: Raw -57241.640401 + Penalty 2125.834750 = -55115.805651
  nChanged 20
		SP:Iteration 9Q (3416.350000 sec): 3 clusters
  Score: Raw -57294.739743 + Penalty 2125.834750 = -55168.904994
  nChanged 12
		SP:Iteration 10Q (3416.350000 sec): 3 clusters
  Score: Raw -57325.986685 + Penalty 2125.834750 = -55200.151936
  nChanged 12
		SP:Iteration 11Q (3416.350000 sec): 3 clusters
  Score: Raw -57360.301943 + Penalty 2125.834750 = -55234.467193
  nChanged 13
		SP:Iteration 12Q (3416.360000 sec): 3 clusters
  Score: Raw -57391.013010 + Penalty 2125.834750 = -55265.178260
  nChanged 8
		SP:Iteration 13Q (3416.360000 sec): 3 clusters
  Score: Raw -57402.296667 + Penalty 2125.834750 = -55276.461918
  nChanged 3
		SP:Iteration 14Q (3416.360000 sec): 3 clusters
  Score: Raw -57408.430341 + Penalty 2125.834750 = -55282.595592
  nChanged 2
		SP:Iteration 15Q (3416.360000 sec): 3 clusters
  Score: Raw -57419.475929 + Penalty 2125.834750 = -55293.641180
  nChanged 3
		SP:Iteration 16Q (3416.360000 sec): 3 clusters
  Score: Raw -57436.922709 + Penalty 2125.834750 = -55311.087959
  nChanged 4
		SP:Iteration 17Q (3416.360000 sec): 3 clusters
  Score: Raw -57453.354477 + Penalty 2125.834750 = -55327.519727
  nChanged 1
		SP:Iteration 18Q (3416.360000 sec): 3 clusters
  Score: Raw -57454.111970 + Penalty 2125.834750 = -55328.277220
  nChanged 2
		SP:Iteration 19Q (3416.360000 sec): 3 clusters
  Score: Raw -57455.620168 + Penalty 2125.834750 = -55329.785419
  nChanged 1
		SP:Iteration 20F (3416.370000 sec): 3 clusters
  Score: Raw -57456.082771 + Penalty 2125.834750 = -55330.248021
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 33 (1699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3416.380000 sec): 2 clusters
  Score: Raw -152039.665063 + Penalty 1208.641707 = -150831.023355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3416.380000 sec): 3 clusters
  Score: Raw -151412.912192 + Penalty 2417.283415 = -148995.628777
  nChanged 578
		SP:Iteration 1F (3416.380000 sec): 3 clusters
  Score: Raw -151988.407023 + Penalty 2417.283415 = -149571.123608
  nChanged 160
		SP:Iteration 2F (3416.390000 sec): 3 clusters
  Score: Raw -152188.385830 + Penalty 2417.283415 = -149771.102416
  nChanged 101
		SP:Iteration 3F (3416.390000 sec): 3 clusters
  Score: Raw -152292.675790 + Penalty 2417.283415 = -149875.392375
  nChanged 76
		SP:Iteration 4Q (3416.400000 sec): 3 clusters
  Score: Raw -152363.538753 + Penalty 2417.283415 = -149946.255339
  nChanged 51
		SP:Iteration 5Q (3416.400000 sec): 3 clusters
  Score: Raw -152414.167112 + Penalty 2417.283415 = -149996.883698
  nChanged 53
		SP:Iteration 6Q (3416.400000 sec): 3 clusters
  Score: Raw -152457.476057 + Penalty 2417.283415 = -150040.192642
  nChanged 39
		SP:Iteration 7Q (3416.410000 sec): 3 clusters
  Score: Raw -152488.254745 + Penalty 2417.283415 = -150070.971330
  nChanged 36
		SP:Iteration 8Q (3416.420000 sec): 3 clusters
  Score: Raw -152521.362988 + Penalty 2417.283415 = -150104.079574
  nChanged 30
		SP:Iteration 9Q (3416.420000 sec): 3 clusters
  Score: Raw -152553.301973 + Penalty 2417.283415 = -150136.018559
  nChanged 29
		SP:Iteration 10Q (3416.420000 sec): 3 clusters
  Score: Raw -152574.913381 + Penalty 2417.283415 = -150157.629967
  nChanged 25
		SP:Iteration 11Q (3416.430000 sec): 3 clusters
  Score: Raw -152593.472053 + Penalty 2417.283415 = -150176.188639
  nChanged 21
		SP:Iteration 12Q (3416.430000 sec): 3 clusters
  Score: Raw -152610.965131 + Penalty 2417.283415 = -150193.681717
  nChanged 19
		SP:Iteration 13Q (3416.440000 sec): 3 clusters
  Score: Raw -152624.746741 + Penalty 2417.283415 = -150207.463326
  nChanged 24
		SP:Iteration 14Q (3416.440000 sec): 3 clusters
  Score: Raw -152645.775291 + Penalty 2417.283415 = -150228.491876
  nChanged 17
		SP:Iteration 15Q (3416.440000 sec): 3 clusters
  Score: Raw -152657.108880 + Penalty 2417.283415 = -150239.825466
  nChanged 20
		SP:Iteration 16Q (3416.450000 sec): 3 clusters
  Score: Raw -152671.611326 + Penalty 2417.283415 = -150254.327911
  nChanged 8
		SP:Iteration 17Q (3416.450000 sec): 3 clusters
  Score: Raw -152677.571014 + Penalty 2417.283415 = -150260.287600
  nChanged 6
		SP:Iteration 18Q (3416.460000 sec): 3 clusters
  Score: Raw -152682.162215 + Penalty 2417.283415 = -150264.878800
  nChanged 9
		SP:Iteration 19Q (3416.460000 sec): 3 clusters
  Score: Raw -152690.786505 + Penalty 2417.283415 = -150273.503091
  nChanged 8
		SP:Iteration 20F (3416.460000 sec): 3 clusters
  Score: Raw -152699.499778 + Penalty 2417.283415 = -150282.216363
  nChanged 5
		SP:Iteration 21Q (3416.470000 sec): 3 clusters
  Score: Raw -152703.419203 + Penalty 2417.283415 = -150286.135789
  nChanged 8
		SP:Iteration 22Q (3416.470000 sec): 3 clusters
  Score: Raw -152709.322287 + Penalty 2417.283415 = -150292.038872
  nChanged 6
		SP:Iteration 23Q (3416.480000 sec): 3 clusters
  Score: Raw -152714.464594 + Penalty 2417.283415 = -150297.181180
  nChanged 2
		SP:Iteration 24Q (3416.480000 sec): 3 clusters
  Score: Raw -152717.461209 + Penalty 2417.283415 = -150300.177794
  nChanged 1
		SP:Iteration 25Q (3416.480000 sec): 3 clusters
  Score: Raw -152718.176011 + Penalty 2417.283415 = -150300.892597
  nChanged 0
		SP:Iteration 26F (3416.490000 sec): 3 clusters
  Score: Raw -152718.176011 + Penalty 2417.283415 = -150300.892597
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 34 (115979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3416.920000 sec): 2 clusters
  Score: Raw -11929878.998602 + Penalty 1894.939218 = -11927984.059384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3417.240000 sec): 3 clusters
  Score: Raw -11854316.458357 + Penalty 3789.878436 = -11850526.579921
  nChanged 55304
		SP:Iteration 1F (3417.570000 sec): 3 clusters
  Score: Raw -11887283.012593 + Penalty 3789.878436 = -11883493.134157
  nChanged 4329
		SP:Iteration 2Q (3417.900000 sec): 3 clusters
  Score: Raw -11888598.732152 + Penalty 3789.878436 = -11884808.853716
  nChanged 4943
		SP:Iteration 3Q (3418.220000 sec): 3 clusters
  Score: Raw -11890511.178508 + Penalty 3789.878436 = -11886721.300072
  nChanged 6179
		SP:Iteration 4F (3418.550000 sec): 3 clusters
  Score: Raw -11893569.173826 + Penalty 3789.878436 = -11889779.295390
  nChanged 7162
		SP:Iteration 5F (3418.880000 sec): 3 clusters
  Score: Raw -11897946.025611 + Penalty 3789.878436 = -11894156.147174
  nChanged 7857
		SP:Iteration 6F (3419.190000 sec): 3 clusters
  Score: Raw -11903452.540589 + Penalty 3789.878436 = -11899662.662152
  nChanged 7668
		SP:Iteration 7F (3419.510000 sec): 3 clusters
  Score: Raw -11909333.183436 + Penalty 3789.878436 = -11905543.305000
  nChanged 6412
		SP:Iteration 8F (3419.820000 sec): 3 clusters
  Score: Raw -11914160.023375 + Penalty 3789.878436 = -11910370.144938
  nChanged 4881
		SP:Iteration 9Q (3420.140000 sec): 3 clusters
  Score: Raw -11917679.077249 + Penalty 3789.878436 = -11913889.198813
  nChanged 3703
		SP:Iteration 10Q (3420.440000 sec): 3 clusters
  Score: Raw -11920280.412548 + Penalty 3789.878436 = -11916490.534112
  nChanged 3100
		SP:Iteration 11Q (3420.720000 sec): 3 clusters
  Score: Raw -11922379.859401 + Penalty 3789.878436 = -11918589.980964
  nChanged 2634
		SP:Iteration 12Q (3421.000000 sec): 3 clusters
  Score: Raw -11924137.400147 + Penalty 3789.878436 = -11920347.521710
  nChanged 2262
		SP:Iteration 13Q (3421.270000 sec): 3 clusters
  Score: Raw -11925653.809739 + Penalty 3789.878436 = -11921863.931303
  nChanged 1903
		SP:Iteration 14Q (3421.530000 sec): 3 clusters
  Score: Raw -11926899.807638 + Penalty 3789.878436 = -11923109.929202
  nChanged 1453
		SP:Iteration 15Q (3421.780000 sec): 3 clusters
  Score: Raw -11927821.401247 + Penalty 3789.878436 = -11924031.522811
  nChanged 1081
		SP:Iteration 16Q (3422.030000 sec): 3 clusters
  Score: Raw -11928516.901396 + Penalty 3789.878436 = -11924727.022960
  nChanged 804
		SP:Iteration 17Q (3422.280000 sec): 3 clusters
  Score: Raw -11929011.123845 + Penalty 3789.878436 = -11925221.245409
  nChanged 579
		SP:Iteration 18Q (3422.520000 sec): 3 clusters
  Score: Raw -11929357.989376 + Penalty 3789.878436 = -11925568.110940
  nChanged 420
		SP:Iteration 19Q (3422.760000 sec): 3 clusters
  Score: Raw -11929593.128369 + Penalty 3789.878436 = -11925803.249932
  nChanged 293
		SP:Iteration 20F (3423.070000 sec): 3 clusters
  Score: Raw -11929753.722815 + Penalty 3789.878436 = -11925963.844379
  nChanged 207
		SP:Iteration 21Q (3423.310000 sec): 3 clusters
  Score: Raw -11929874.569941 + Penalty 3789.878436 = -11926084.691505
  nChanged 156
		SP:Iteration 22Q (3423.540000 sec): 3 clusters
  Score: Raw -11929968.051420 + Penalty 3789.878436 = -11926178.172983
  nChanged 132
		SP:Iteration 23Q (3423.770000 sec): 3 clusters
  Score: Raw -11930033.326062 + Penalty 3789.878436 = -11926243.447625
  nChanged 101
		SP:Iteration 24Q (3424.010000 sec): 3 clusters
  Score: Raw -11930081.904809 + Penalty 3789.878436 = -11926292.026373
  nChanged 86
		SP:Iteration 25Q (3424.240000 sec): 3 clusters
  Score: Raw -11930137.790862 + Penalty 3789.878436 = -11926347.912425
  nChanged 85
		SP:Iteration 26Q (3424.480000 sec): 3 clusters
  Score: Raw -11930188.061565 + Penalty 3789.878436 = -11926398.183129
  nChanged 61
		SP:Iteration 27Q (3424.700000 sec): 3 clusters
  Score: Raw -11930214.910479 + Penalty 3789.878436 = -11926425.032042
  nChanged 45
		SP:Iteration 28Q (3424.930000 sec): 3 clusters
  Score: Raw -11930236.031923 + Penalty 3789.878436 = -11926446.153487
  nChanged 40
		SP:Iteration 29Q (3425.160000 sec): 3 clusters
  Score: Raw -11930252.377965 + Penalty 3789.878436 = -11926462.499529
  nChanged 35
		SP:Iteration 30Q (3425.380000 sec): 3 clusters
  Score: Raw -11930267.294039 + Penalty 3789.878436 = -11926477.415602
  nChanged 30
		SP:Iteration 31Q (3425.600000 sec): 3 clusters
  Score: Raw -11930280.682308 + Penalty 3789.878436 = -11926490.803871
  nChanged 23
		SP:Iteration 32Q (3425.830000 sec): 3 clusters
  Score: Raw -11930291.438057 + Penalty 3789.878436 = -11926501.559621
  nChanged 14
		SP:Iteration 33Q (3426.090000 sec): 3 clusters
  Score: Raw -11930296.398683 + Penalty 3789.878436 = -11926506.520247
  nChanged 15
		SP:Iteration 34Q (3426.320000 sec): 3 clusters
  Score: Raw -11930301.221320 + Penalty 3789.878436 = -11926511.342884
  nChanged 9
		SP:Iteration 35Q (3426.540000 sec): 3 clusters
  Score: Raw -11930305.878138 + Penalty 3789.878436 = -11926515.999702
  nChanged 13
		SP:Iteration 36Q (3426.770000 sec): 3 clusters
  Score: Raw -11930309.553616 + Penalty 3789.878436 = -11926519.675180
  nChanged 10
		SP:Iteration 37Q (3427.000000 sec): 3 clusters
  Score: Raw -11930311.796326 + Penalty 3789.878436 = -11926521.917889
  nChanged 2
		SP:Iteration 38Q (3427.220000 sec): 3 clusters
  Score: Raw -11930312.771870 + Penalty 3789.878436 = -11926522.893434
  nChanged 4
		SP:Iteration 39Q (3427.460000 sec): 3 clusters
  Score: Raw -11930314.557738 + Penalty 3789.878436 = -11926524.679302
  nChanged 5
		SP:Iteration 40F (3427.780000 sec): 3 clusters
  Score: Raw -11930316.202386 + Penalty 3789.878436 = -11926526.323949
  nChanged 3
		SP:Iteration 41Q (3428.000000 sec): 3 clusters
  Score: Raw -11930317.363713 + Penalty 3789.878436 = -11926527.485277
  nChanged 3
		SP:Iteration 42Q (3428.240000 sec): 3 clusters
  Score: Raw -11930318.564651 + Penalty 3789.878436 = -11926528.686215
  nChanged 4
		SP:Iteration 43Q (3428.470000 sec): 3 clusters
  Score: Raw -11930320.052092 + Penalty 3789.878436 = -11926530.173656
  nChanged 6
		SP:Iteration 44Q (3428.700000 sec): 3 clusters
  Score: Raw -11930321.484007 + Penalty 3789.878436 = -11926531.605571
  nChanged 0
		SP:Iteration 45F (3429.020000 sec): 3 clusters
  Score: Raw -11930321.484007 + Penalty 3789.878436 = -11926531.605571
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 35 (8540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.130000 sec): 2 clusters
  Score: Raw -773513.068831 + Penalty 1471.033897 = -772042.034934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.150000 sec): 3 clusters
  Score: Raw -768810.659554 + Penalty 2942.067793 = -765868.591760
  nChanged 3620
		SP:Iteration 1F (3429.170000 sec): 3 clusters
  Score: Raw -770970.966617 + Penalty 2942.067793 = -768028.898824
  nChanged 683
		SP:Iteration 2F (3429.200000 sec): 3 clusters
  Score: Raw -771347.362083 + Penalty 2942.067793 = -768405.294290
  nChanged 530
		SP:Iteration 3F (3429.220000 sec): 3 clusters
  Score: Raw -771630.988755 + Penalty 2942.067793 = -768688.920961
  nChanged 443
		SP:Iteration 4F (3429.240000 sec): 3 clusters
  Score: Raw -771861.781073 + Penalty 2942.067793 = -768919.713279
  nChanged 384
		SP:Iteration 5Q (3429.260000 sec): 3 clusters
  Score: Raw -772036.506470 + Penalty 2942.067793 = -769094.438677
  nChanged 315
		SP:Iteration 6Q (3429.280000 sec): 3 clusters
  Score: Raw -772176.002968 + Penalty 2942.067793 = -769233.935175
  nChanged 285
		SP:Iteration 7Q (3429.300000 sec): 3 clusters
  Score: Raw -772299.065627 + Penalty 2942.067793 = -769356.997834
  nChanged 250
		SP:Iteration 8Q (3429.320000 sec): 3 clusters
  Score: Raw -772399.317468 + Penalty 2942.067793 = -769457.249674
  nChanged 238
		SP:Iteration 9Q (3429.350000 sec): 3 clusters
  Score: Raw -772494.939353 + Penalty 2942.067793 = -769552.871560
  nChanged 227
		SP:Iteration 10Q (3429.370000 sec): 3 clusters
  Score: Raw -772582.375114 + Penalty 2942.067793 = -769640.307320
  nChanged 215
		SP:Iteration 11Q (3429.390000 sec): 3 clusters
  Score: Raw -772661.474671 + Penalty 2942.067793 = -769719.406878
  nChanged 195
		SP:Iteration 12Q (3429.420000 sec): 3 clusters
  Score: Raw -772731.663259 + Penalty 2942.067793 = -769789.595466
  nChanged 158
		SP:Iteration 13Q (3429.440000 sec): 3 clusters
  Score: Raw -772787.057252 + Penalty 2942.067793 = -769844.989458
  nChanged 159
		SP:Iteration 14Q (3429.460000 sec): 3 clusters
  Score: Raw -772828.013656 + Penalty 2942.067793 = -769885.945862
  nChanged 123
		SP:Iteration 15Q (3429.480000 sec): 3 clusters
  Score: Raw -772863.659708 + Penalty 2942.067793 = -769921.591914
  nChanged 115
		SP:Iteration 16Q (3429.500000 sec): 3 clusters
  Score: Raw -772891.020669 + Penalty 2942.067793 = -769948.952876
  nChanged 83
		SP:Iteration 17Q (3429.520000 sec): 3 clusters
  Score: Raw -772912.392861 + Penalty 2942.067793 = -769970.325067
  nChanged 74
		SP:Iteration 18Q (3429.540000 sec): 3 clusters
  Score: Raw -772930.998792 + Penalty 2942.067793 = -769988.930998
  nChanged 79
		SP:Iteration 19Q (3429.560000 sec): 3 clusters
  Score: Raw -772949.381166 + Penalty 2942.067793 = -770007.313373
  nChanged 73
		SP:Iteration 20F (3429.590000 sec): 3 clusters
  Score: Raw -772964.613573 + Penalty 2942.067793 = -770022.545779
  nChanged 63
		SP:Iteration 21Q (3429.610000 sec): 3 clusters
  Score: Raw -772978.340864 + Penalty 2942.067793 = -770036.273071
  nChanged 48
		SP:Iteration 22Q (3429.630000 sec): 3 clusters
  Score: Raw -772988.011295 + Penalty 2942.067793 = -770045.943502
  nChanged 51
		SP:Iteration 23Q (3429.650000 sec): 3 clusters
  Score: Raw -772998.623036 + Penalty 2942.067793 = -770056.555242
  nChanged 43
		SP:Iteration 24Q (3429.680000 sec): 3 clusters
  Score: Raw -773008.016313 + Penalty 2942.067793 = -770065.948520
  nChanged 39
		SP:Iteration 25Q (3429.700000 sec): 3 clusters
  Score: Raw -773015.171671 + Penalty 2942.067793 = -770073.103877
  nChanged 43
		SP:Iteration 26Q (3429.720000 sec): 3 clusters
  Score: Raw -773022.953539 + Penalty 2942.067793 = -770080.885746
  nChanged 43
		SP:Iteration 27Q (3429.740000 sec): 3 clusters
  Score: Raw -773033.081736 + Penalty 2942.067793 = -770091.013943
  nChanged 55
		SP:Iteration 28Q (3429.760000 sec): 3 clusters
  Score: Raw -773046.714372 + Penalty 2942.067793 = -770104.646579
  nChanged 57
		SP:Iteration 29Q (3429.790000 sec): 3 clusters
  Score: Raw -773063.390914 + Penalty 2942.067793 = -770121.323121
  nChanged 51
		SP:Iteration 30Q (3429.810000 sec): 3 clusters
  Score: Raw -773077.045491 + Penalty 2942.067793 = -770134.977698
  nChanged 53
		SP:Iteration 31Q (3429.830000 sec): 3 clusters
  Score: Raw -773093.517731 + Penalty 2942.067793 = -770151.449937
  nChanged 59
		SP:Iteration 32Q (3429.850000 sec): 3 clusters
  Score: Raw -773109.644643 + Penalty 2942.067793 = -770167.576850
  nChanged 65
		SP:Iteration 33Q (3429.870000 sec): 3 clusters
  Score: Raw -773126.937447 + Penalty 2942.067793 = -770184.869654
  nChanged 51
		SP:Iteration 34Q (3429.900000 sec): 3 clusters
  Score: Raw -773142.413786 + Penalty 2942.067793 = -770200.345993
  nChanged 51
		SP:Iteration 35Q (3429.920000 sec): 3 clusters
  Score: Raw -773155.359693 + Penalty 2942.067793 = -770213.291899
  nChanged 46
		SP:Iteration 36Q (3429.940000 sec): 3 clusters
  Score: Raw -773166.854211 + Penalty 2942.067793 = -770224.786417
  nChanged 44
		SP:Iteration 37Q (3429.960000 sec): 3 clusters
  Score: Raw -773177.724526 + Penalty 2942.067793 = -770235.656733
  nChanged 38
		SP:Iteration 38Q (3429.980000 sec): 3 clusters
  Score: Raw -773186.867111 + Penalty 2942.067793 = -770244.799318
  nChanged 47
		SP:Iteration 39Q (3430.000000 sec): 3 clusters
  Score: Raw -773198.363373 + Penalty 2942.067793 = -770256.295580
  nChanged 54
		SP:Iteration 40F (3430.020000 sec): 3 clusters
  Score: Raw -773212.640149 + Penalty 2942.067793 = -770270.572356
  nChanged 52
		SP:Iteration 41Q (3430.050000 sec): 3 clusters
  Score: Raw -773226.222663 + Penalty 2942.067793 = -770284.154869
  nChanged 37
		SP:Iteration 42Q (3430.070000 sec): 3 clusters
  Score: Raw -773234.075234 + Penalty 2942.067793 = -770292.007441
  nChanged 38
		SP:Iteration 43Q (3430.090000 sec): 3 clusters
  Score: Raw -773243.391767 + Penalty 2942.067793 = -770301.323973
  nChanged 48
		SP:Iteration 44Q (3430.110000 sec): 3 clusters
  Score: Raw -773260.047733 + Penalty 2942.067793 = -770317.979940
  nChanged 62
		SP:Iteration 45Q (3430.130000 sec): 3 clusters
  Score: Raw -773278.737480 + Penalty 2942.067793 = -770336.669687
  nChanged 69
		SP:Iteration 46Q (3430.150000 sec): 3 clusters
  Score: Raw -773298.548213 + Penalty 2942.067793 = -770356.480420
  nChanged 62
		SP:Iteration 47Q (3430.180000 sec): 3 clusters
  Score: Raw -773315.105962 + Penalty 2942.067793 = -770373.038169
  nChanged 62
		SP:Iteration 48Q (3430.200000 sec): 3 clusters
  Score: Raw -773332.772506 + Penalty 2942.067793 = -770390.704713
  nChanged 65
		SP:Iteration 49Q (3430.220000 sec): 3 clusters
  Score: Raw -773351.005082 + Penalty 2942.067793 = -770408.937288
  nChanged 67
		SP:Iteration 50Q (3430.240000 sec): 3 clusters
  Score: Raw -773369.633180 + Penalty 2942.067793 = -770427.565387
  nChanged 59
		SP:Iteration 51Q (3430.270000 sec): 3 clusters
  Score: Raw -773386.772152 + Penalty 2942.067793 = -770444.704359
  nChanged 60
		SP:Iteration 52Q (3430.290000 sec): 3 clusters
  Score: Raw -773403.271622 + Penalty 2942.067793 = -770461.203829
  nChanged 61
		SP:Iteration 53Q (3430.310000 sec): 3 clusters
  Score: Raw -773423.559506 + Penalty 2942.067793 = -770481.491713
  nChanged 68
		SP:Iteration 54Q (3430.330000 sec): 3 clusters
  Score: Raw -773445.686279 + Penalty 2942.067793 = -770503.618486
  nChanged 56
		SP:Iteration 55Q (3430.350000 sec): 3 clusters
  Score: Raw -773463.251457 + Penalty 2942.067793 = -770521.183664
  nChanged 53
		SP:Iteration 56Q (3430.370000 sec): 3 clusters
  Score: Raw -773477.887236 + Penalty 2942.067793 = -770535.819442
  nChanged 42
		SP:Iteration 57Q (3430.390000 sec): 3 clusters
  Score: Raw -773490.172820 + Penalty 2942.067793 = -770548.105027
  nChanged 43
		SP:Iteration 58Q (3430.410000 sec): 3 clusters
  Score: Raw -773504.985568 + Penalty 2942.067793 = -770562.917775
  nChanged 42
		SP:Iteration 59Q (3430.430000 sec): 3 clusters
  Score: Raw -773517.880493 + Penalty 2942.067793 = -770575.812699
  nChanged 50
		SP:Iteration 60F (3430.450000 sec): 3 clusters
  Score: Raw -773533.341037 + Penalty 2942.067793 = -770591.273244
  nChanged 42
		SP:Iteration 61Q (3430.470000 sec): 3 clusters
  Score: Raw -773546.482337 + Penalty 2942.067793 = -770604.414544
  nChanged 48
		SP:Iteration 62Q (3430.490000 sec): 3 clusters
  Score: Raw -773563.845786 + Penalty 2942.067793 = -770621.777993
  nChanged 47
		SP:Iteration 63Q (3430.510000 sec): 3 clusters
  Score: Raw -773579.328457 + Penalty 2942.067793 = -770637.260664
  nChanged 58
		SP:Iteration 64Q (3430.530000 sec): 3 clusters
  Score: Raw -773599.788290 + Penalty 2942.067793 = -770657.720497
  nChanged 55
		SP:Iteration 65Q (3430.550000 sec): 3 clusters
  Score: Raw -773622.511752 + Penalty 2942.067793 = -770680.443959
  nChanged 70
		SP:Iteration 66Q (3430.570000 sec): 3 clusters
  Score: Raw -773651.471525 + Penalty 2942.067793 = -770709.403731
  nChanged 61
		SP:Iteration 67Q (3430.590000 sec): 3 clusters
  Score: Raw -773676.884453 + Penalty 2942.067793 = -770734.816659
  nChanged 64
		SP:Iteration 68Q (3430.610000 sec): 3 clusters
  Score: Raw -773703.630279 + Penalty 2942.067793 = -770761.562486
  nChanged 61
		SP:Iteration 69Q (3430.630000 sec): 3 clusters
  Score: Raw -773727.912096 + Penalty 2942.067793 = -770785.844303
  nChanged 54
		SP:Iteration 70Q (3430.650000 sec): 3 clusters
  Score: Raw -773749.145113 + Penalty 2942.067793 = -770807.077320
  nChanged 63
		SP:Iteration 71Q (3430.670000 sec): 3 clusters
  Score: Raw -773778.191641 + Penalty 2942.067793 = -770836.123847
  nChanged 71
		SP:Iteration 72Q (3430.690000 sec): 3 clusters
  Score: Raw -773810.017112 + Penalty 2942.067793 = -770867.949319
  nChanged 58
		SP:Iteration 73Q (3430.700000 sec): 3 clusters
  Score: Raw -773840.235284 + Penalty 2942.067793 = -770898.167491
  nChanged 54
		SP:Iteration 74Q (3430.720000 sec): 3 clusters
  Score: Raw -773869.073692 + Penalty 2942.067793 = -770927.005899
  nChanged 55
		SP:Iteration 75Q (3430.740000 sec): 3 clusters
  Score: Raw -773903.445832 + Penalty 2942.067793 = -770961.378038
  nChanged 48
		SP:Iteration 76Q (3430.760000 sec): 3 clusters
  Score: Raw -773925.218745 + Penalty 2942.067793 = -770983.150952
  nChanged 32
		SP:Iteration 77Q (3430.780000 sec): 3 clusters
  Score: Raw -773938.257942 + Penalty 2942.067793 = -770996.190149
  nChanged 24
		SP:Iteration 78Q (3430.790000 sec): 3 clusters
  Score: Raw -773949.710515 + Penalty 2942.067793 = -771007.642722
  nChanged 29
		SP:Iteration 79Q (3430.810000 sec): 3 clusters
  Score: Raw -773965.557976 + Penalty 2942.067793 = -771023.490183
  nChanged 32
		SP:Iteration 80F (3430.840000 sec): 3 clusters
  Score: Raw -773984.508397 + Penalty 2942.067793 = -771042.440604
  nChanged 40
		SP:Iteration 81Q (3430.850000 sec): 3 clusters
  Score: Raw -774012.519526 + Penalty 2942.067793 = -771070.451732
  nChanged 39
		SP:Iteration 82Q (3430.870000 sec): 3 clusters
  Score: Raw -774036.499869 + Penalty 2942.067793 = -771094.432076
  nChanged 34
		SP:Iteration 83Q (3430.890000 sec): 3 clusters
  Score: Raw -774060.512137 + Penalty 2942.067793 = -771118.444344
  nChanged 40
		SP:Iteration 84Q (3430.910000 sec): 3 clusters
  Score: Raw -774084.434385 + Penalty 2942.067793 = -771142.366592
  nChanged 30
		SP:Iteration 85Q (3430.930000 sec): 3 clusters
  Score: Raw -774103.737542 + Penalty 2942.067793 = -771161.669749
  nChanged 28
		SP:Iteration 86Q (3430.940000 sec): 3 clusters
  Score: Raw -774129.843440 + Penalty 2942.067793 = -771187.775647
  nChanged 32
		SP:Iteration 87Q (3430.960000 sec): 3 clusters
  Score: Raw -774155.615435 + Penalty 2942.067793 = -771213.547642
  nChanged 26
		SP:Iteration 88Q (3430.980000 sec): 3 clusters
  Score: Raw -774172.623340 + Penalty 2942.067793 = -771230.555547
  nChanged 22
		SP:Iteration 89Q (3430.990000 sec): 3 clusters
  Score: Raw -774184.269014 + Penalty 2942.067793 = -771242.201221
  nChanged 16
		SP:Iteration 90Q (3431.010000 sec): 3 clusters
  Score: Raw -774193.150804 + Penalty 2942.067793 = -771251.083011
  nChanged 23
		SP:Iteration 91Q (3431.030000 sec): 3 clusters
  Score: Raw -774207.740582 + Penalty 2942.067793 = -771265.672789
  nChanged 21
		SP:Iteration 92Q (3431.040000 sec): 3 clusters
  Score: Raw -774215.471193 + Penalty 2942.067793 = -771273.403400
  nChanged 13
		SP:Iteration 93Q (3431.060000 sec): 3 clusters
  Score: Raw -774223.664610 + Penalty 2942.067793 = -771281.596817
  nChanged 18
		SP:Iteration 94Q (3431.080000 sec): 3 clusters
  Score: Raw -774236.654320 + Penalty 2942.067793 = -771294.586526
  nChanged 24
		SP:Iteration 95Q (3431.090000 sec): 3 clusters
  Score: Raw -774251.392855 + Penalty 2942.067793 = -771309.325062
  nChanged 10
		SP:Iteration 96Q (3431.110000 sec): 3 clusters
  Score: Raw -774256.579373 + Penalty 2942.067793 = -771314.511580
  nChanged 3
		SP:Iteration 97Q (3431.130000 sec): 3 clusters
  Score: Raw -774258.641170 + Penalty 2942.067793 = -771316.573377
  nChanged 6
		SP:Iteration 98Q (3431.150000 sec): 3 clusters
  Score: Raw -774261.211192 + Penalty 2942.067793 = -771319.143399
  nChanged 2
		SP:Iteration 99Q (3431.160000 sec): 3 clusters
  Score: Raw -774262.013307 + Penalty 2942.067793 = -771319.945514
  nChanged 2
		SP:Iteration 100F (3431.180000 sec): 3 clusters
  Score: Raw -774262.659184 + Penalty 2942.067793 = -771320.591391
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 36 (3732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3431.200000 sec): 2 clusters
  Score: Raw -379756.778834 + Penalty 1336.513679 = -378420.265156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.210000 sec): 3 clusters
  Score: Raw -377888.389812 + Penalty 2673.027358 = -375215.362455
  nChanged 1485
		SP:Iteration 1F (3431.220000 sec): 3 clusters
  Score: Raw -378794.229756 + Penalty 2673.027358 = -376121.202398
  nChanged 310
		SP:Iteration 2F (3431.230000 sec): 3 clusters
  Score: Raw -379032.768544 + Penalty 2673.027358 = -376359.741187
  nChanged 267
		SP:Iteration 3F (3431.240000 sec): 3 clusters
  Score: Raw -379247.769669 + Penalty 2673.027358 = -376574.742311
  nChanged 256
		SP:Iteration 4F (3431.250000 sec): 3 clusters
  Score: Raw -379479.802246 + Penalty 2673.027358 = -376806.774888
  nChanged 252
		SP:Iteration 5F (3431.250000 sec): 3 clusters
  Score: Raw -379721.936019 + Penalty 2673.027358 = -377048.908661
  nChanged 220
		SP:Iteration 6F (3431.270000 sec): 3 clusters
  Score: Raw -379922.395379 + Penalty 2673.027358 = -377249.368021
  nChanged 146
		SP:Iteration 7Q (3431.270000 sec): 3 clusters
  Score: Raw -380014.146962 + Penalty 2673.027358 = -377341.119605
  nChanged 103
		SP:Iteration 8Q (3431.280000 sec): 3 clusters
  Score: Raw -380077.327723 + Penalty 2673.027358 = -377404.300365
  nChanged 82
		SP:Iteration 9Q (3431.290000 sec): 3 clusters
  Score: Raw -380125.658319 + Penalty 2673.027358 = -377452.630962
  nChanged 64
		SP:Iteration 10Q (3431.300000 sec): 3 clusters
  Score: Raw -380158.527571 + Penalty 2673.027358 = -377485.500214
  nChanged 46
		SP:Iteration 11Q (3431.310000 sec): 3 clusters
  Score: Raw -380182.358576 + Penalty 2673.027358 = -377509.331218
  nChanged 46
		SP:Iteration 12Q (3431.320000 sec): 3 clusters
  Score: Raw -380207.923115 + Penalty 2673.027358 = -377534.895757
  nChanged 37
		SP:Iteration 13Q (3431.330000 sec): 3 clusters
  Score: Raw -380229.220997 + Penalty 2673.027358 = -377556.193639
  nChanged 33
		SP:Iteration 14Q (3431.340000 sec): 3 clusters
  Score: Raw -380244.646395 + Penalty 2673.027358 = -377571.619037
  nChanged 25
		SP:Iteration 15Q (3431.350000 sec): 3 clusters
  Score: Raw -380258.966222 + Penalty 2673.027358 = -377585.938864
  nChanged 26
		SP:Iteration 16Q (3431.360000 sec): 3 clusters
  Score: Raw -380282.403207 + Penalty 2673.027358 = -377609.375850
  nChanged 32
		SP:Iteration 17Q (3431.370000 sec): 3 clusters
  Score: Raw -380307.862240 + Penalty 2673.027358 = -377634.834883
  nChanged 32
		SP:Iteration 18Q (3431.380000 sec): 3 clusters
  Score: Raw -380339.882926 + Penalty 2673.027358 = -377666.855568
  nChanged 51
		SP:Iteration 19Q (3431.390000 sec): 3 clusters
  Score: Raw -380397.439616 + Penalty 2673.027358 = -377724.412258
  nChanged 59
		SP:Iteration 20F (3431.390000 sec): 3 clusters
  Score: Raw -380483.621425 + Penalty 2673.027358 = -377810.594068
  nChanged 63
		SP:Iteration 21Q (3431.410000 sec): 3 clusters
  Score: Raw -380547.487170 + Penalty 2673.027358 = -377874.459812
  nChanged 58
		SP:Iteration 22Q (3431.410000 sec): 3 clusters
  Score: Raw -380592.180762 + Penalty 2673.027358 = -377919.153404
  nChanged 43
		SP:Iteration 23Q (3431.420000 sec): 3 clusters
  Score: Raw -380614.170217 + Penalty 2673.027358 = -377941.142859
  nChanged 30
		SP:Iteration 24Q (3431.430000 sec): 3 clusters
  Score: Raw -380625.579235 + Penalty 2673.027358 = -377952.551877
  nChanged 20
		SP:Iteration 25Q (3431.440000 sec): 3 clusters
  Score: Raw -380631.404105 + Penalty 2673.027358 = -377958.376747
  nChanged 10
		SP:Iteration 26Q (3431.450000 sec): 3 clusters
  Score: Raw -380634.050206 + Penalty 2673.027358 = -377961.022849
  nChanged 17
		SP:Iteration 27Q (3431.460000 sec): 3 clusters
  Score: Raw -380637.671343 + Penalty 2673.027358 = -377964.643985
  nChanged 8
		SP:Iteration 28Q (3431.470000 sec): 3 clusters
  Score: Raw -380639.846381 + Penalty 2673.027358 = -377966.819023
  nChanged 8
		SP:Iteration 29Q (3431.480000 sec): 3 clusters
  Score: Raw -380641.625320 + Penalty 2673.027358 = -377968.597962
  nChanged 4
		SP:Iteration 30Q (3431.490000 sec): 3 clusters
  Score: Raw -380642.401247 + Penalty 2673.027358 = -377969.373890
  nChanged 2
		SP:Iteration 31Q (3431.490000 sec): 3 clusters
  Score: Raw -380642.818750 + Penalty 2673.027358 = -377969.791392
  nChanged 1
		SP:Iteration 32Q (3431.500000 sec): 3 clusters
  Score: Raw -380643.023880 + Penalty 2673.027358 = -377969.996523
  nChanged 1
		SP:Iteration 33Q (3431.510000 sec): 3 clusters
  Score: Raw -380643.284801 + Penalty 2673.027358 = -377970.257443
  nChanged 1
		SP:Iteration 34Q (3431.520000 sec): 3 clusters
  Score: Raw -380643.379167 + Penalty 2673.027358 = -377970.351810
  nChanged 1
		SP:Iteration 35Q (3431.530000 sec): 3 clusters
  Score: Raw -380643.560120 + Penalty 2673.027358 = -377970.532763
  nChanged 2
		SP:Iteration 36Q (3431.540000 sec): 3 clusters
  Score: Raw -380644.056002 + Penalty 2673.027358 = -377971.028644
  nChanged 0
		SP:Iteration 37F (3431.550000 sec): 3 clusters
  Score: Raw -380644.056002 + Penalty 2673.027358 = -377971.028644
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 37 (8276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3431.570000 sec): 2 clusters
  Score: Raw -770418.409949 + Penalty 1465.931194 = -768952.478755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.600000 sec): 3 clusters
  Score: Raw -765791.241165 + Penalty 2931.862388 = -762859.378777
  nChanged 3545
		SP:Iteration 1F (3431.620000 sec): 3 clusters
  Score: Raw -767907.251849 + Penalty 2931.862388 = -764975.389461
  nChanged 659
		SP:Iteration 2F (3431.640000 sec): 3 clusters
  Score: Raw -768365.425832 + Penalty 2931.862388 = -765433.563444
  nChanged 584
		SP:Iteration 3F (3431.660000 sec): 3 clusters
  Score: Raw -768836.460618 + Penalty 2931.862388 = -765904.598231
  nChanged 561
		SP:Iteration 4F (3431.680000 sec): 3 clusters
  Score: Raw -769275.487292 + Penalty 2931.862388 = -766343.624905
  nChanged 527
		SP:Iteration 5F (3431.700000 sec): 3 clusters
  Score: Raw -769647.311243 + Penalty 2931.862388 = -766715.448855
  nChanged 450
		SP:Iteration 6F (3431.720000 sec): 3 clusters
  Score: Raw -769944.399226 + Penalty 2931.862388 = -767012.536839
  nChanged 353
		SP:Iteration 7Q (3431.750000 sec): 3 clusters
  Score: Raw -770130.079572 + Penalty 2931.862388 = -767198.217184
  nChanged 265
		SP:Iteration 8Q (3431.770000 sec): 3 clusters
  Score: Raw -770268.653291 + Penalty 2931.862388 = -767336.790903
  nChanged 228
		SP:Iteration 9Q (3431.790000 sec): 3 clusters
  Score: Raw -770379.559707 + Penalty 2931.862388 = -767447.697320
  nChanged 186
		SP:Iteration 10Q (3431.810000 sec): 3 clusters
  Score: Raw -770461.320060 + Penalty 2931.862388 = -767529.457673
  nChanged 148
		SP:Iteration 11Q (3431.830000 sec): 3 clusters
  Score: Raw -770522.951942 + Penalty 2931.862388 = -767591.089554
  nChanged 135
		SP:Iteration 12Q (3431.850000 sec): 3 clusters
  Score: Raw -770578.560710 + Penalty 2931.862388 = -767646.698323
  nChanged 126
		SP:Iteration 13Q (3431.870000 sec): 3 clusters
  Score: Raw -770632.992248 + Penalty 2931.862388 = -767701.129860
  nChanged 119
		SP:Iteration 14Q (3431.890000 sec): 3 clusters
  Score: Raw -770689.099339 + Penalty 2931.862388 = -767757.236952
  nChanged 116
		SP:Iteration 15Q (3431.910000 sec): 3 clusters
  Score: Raw -770749.037330 + Penalty 2931.862388 = -767817.174942
  nChanged 122
		SP:Iteration 16Q (3431.930000 sec): 3 clusters
  Score: Raw -770825.573863 + Penalty 2931.862388 = -767893.711476
  nChanged 107
		SP:Iteration 17Q (3431.950000 sec): 3 clusters
  Score: Raw -770897.445098 + Penalty 2931.862388 = -767965.582711
  nChanged 112
		SP:Iteration 18Q (3431.970000 sec): 3 clusters
  Score: Raw -770980.182315 + Penalty 2931.862388 = -768048.319927
  nChanged 103
		SP:Iteration 19Q (3431.990000 sec): 3 clusters
  Score: Raw -771077.131072 + Penalty 2931.862388 = -768145.268684
  nChanged 109
		SP:Iteration 20F (3432.010000 sec): 3 clusters
  Score: Raw -771183.585250 + Penalty 2931.862388 = -768251.722862
  nChanged 97
		SP:Iteration 21Q (3432.030000 sec): 3 clusters
  Score: Raw -771253.042138 + Penalty 2931.862388 = -768321.179751
  nChanged 73
		SP:Iteration 22Q (3432.050000 sec): 3 clusters
  Score: Raw -771296.164271 + Penalty 2931.862388 = -768364.301883
  nChanged 67
		SP:Iteration 23Q (3432.070000 sec): 3 clusters
  Score: Raw -771338.678018 + Penalty 2931.862388 = -768406.815630
  nChanged 65
		SP:Iteration 24Q (3432.090000 sec): 3 clusters
  Score: Raw -771381.496014 + Penalty 2931.862388 = -768449.633626
  nChanged 65
		SP:Iteration 25Q (3432.110000 sec): 3 clusters
  Score: Raw -771419.253217 + Penalty 2931.862388 = -768487.390830
  nChanged 50
		SP:Iteration 26Q (3432.120000 sec): 3 clusters
  Score: Raw -771442.317501 + Penalty 2931.862388 = -768510.455113
  nChanged 39
		SP:Iteration 27Q (3432.140000 sec): 3 clusters
  Score: Raw -771460.747299 + Penalty 2931.862388 = -768528.884911
  nChanged 37
		SP:Iteration 28Q (3432.160000 sec): 3 clusters
  Score: Raw -771475.669271 + Penalty 2931.862388 = -768543.806884
  nChanged 32
		SP:Iteration 29Q (3432.180000 sec): 3 clusters
  Score: Raw -771488.703897 + Penalty 2931.862388 = -768556.841509
  nChanged 20
		SP:Iteration 30Q (3432.190000 sec): 3 clusters
  Score: Raw -771498.892079 + Penalty 2931.862388 = -768567.029691
  nChanged 25
		SP:Iteration 31Q (3432.210000 sec): 3 clusters
  Score: Raw -771509.066612 + Penalty 2931.862388 = -768577.204224
  nChanged 22
		SP:Iteration 32Q (3432.230000 sec): 3 clusters
  Score: Raw -771513.953399 + Penalty 2931.862388 = -768582.091012
  nChanged 11
		SP:Iteration 33Q (3432.250000 sec): 3 clusters
  Score: Raw -771519.257824 + Penalty 2931.862388 = -768587.395436
  nChanged 15
		SP:Iteration 34Q (3432.270000 sec): 3 clusters
  Score: Raw -771525.021891 + Penalty 2931.862388 = -768593.159503
  nChanged 15
		SP:Iteration 35Q (3432.280000 sec): 3 clusters
  Score: Raw -771531.110291 + Penalty 2931.862388 = -768599.247903
  nChanged 10
		SP:Iteration 36Q (3432.300000 sec): 3 clusters
  Score: Raw -771535.544280 + Penalty 2931.862388 = -768603.681892
  nChanged 13
		SP:Iteration 37Q (3432.310000 sec): 3 clusters
  Score: Raw -771542.554384 + Penalty 2931.862388 = -768610.691996
  nChanged 15
		SP:Iteration 38Q (3432.330000 sec): 3 clusters
  Score: Raw -771548.419441 + Penalty 2931.862388 = -768616.557054
  nChanged 13
		SP:Iteration 39Q (3432.350000 sec): 3 clusters
  Score: Raw -771553.297825 + Penalty 2931.862388 = -768621.435437
  nChanged 9
		SP:Iteration 40F (3432.370000 sec): 3 clusters
  Score: Raw -771556.372722 + Penalty 2931.862388 = -768624.510335
  nChanged 9
		SP:Iteration 41Q (3432.390000 sec): 3 clusters
  Score: Raw -771558.255293 + Penalty 2931.862388 = -768626.392905
  nChanged 6
		SP:Iteration 42Q (3432.410000 sec): 3 clusters
  Score: Raw -771559.554355 + Penalty 2931.862388 = -768627.691968
  nChanged 2
		SP:Iteration 43Q (3432.420000 sec): 3 clusters
  Score: Raw -771560.001823 + Penalty 2931.862388 = -768628.139435
  nChanged 1
		SP:Iteration 44Q (3432.440000 sec): 3 clusters
  Score: Raw -771560.242662 + Penalty 2931.862388 = -768628.380274
  nChanged 1
		SP:Iteration 45Q (3432.460000 sec): 3 clusters
  Score: Raw -771560.393808 + Penalty 2931.862388 = -768628.531420
  nChanged 1
		SP:Iteration 46Q (3432.470000 sec): 3 clusters
  Score: Raw -771560.561646 + Penalty 2931.862388 = -768628.699259
  nChanged 1
		SP:Iteration 47Q (3432.490000 sec): 3 clusters
  Score: Raw -771560.778604 + Penalty 2931.862388 = -768628.916216
  nChanged 0
		SP:Iteration 48F (3432.510000 sec): 3 clusters
  Score: Raw -771560.778604 + Penalty 2931.862388 = -768628.916216
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 38 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3432.520000 sec): 2 clusters
  Score: Raw -16092.082611 + Penalty 843.855488 = -15248.227123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3432.520000 sec): 3 clusters
  Score: Raw -16262.949321 + Penalty 1687.710977 = -14575.238344
  nChanged 26
		SP:Iteration 1F (3432.520000 sec): 3 clusters
  Score: Raw -16354.148131 + Penalty 1687.710977 = -14666.437155
  nChanged 9
		SP:Iteration 2Q (3432.520000 sec): 3 clusters
  Score: Raw -16383.281781 + Penalty 1687.710977 = -14695.570804
  nChanged 6
		SP:Iteration 3Q (3432.520000 sec): 3 clusters
  Score: Raw -16413.846075 + Penalty 1687.710977 = -14726.135099
  nChanged 5
		SP:Iteration 4Q (3432.520000 sec): 3 clusters
  Score: Raw -16463.880768 + Penalty 1687.710977 = -14776.169791
  nChanged 3
		SP:Iteration 5Q (3432.520000 sec): 3 clusters
  Score: Raw -16479.611956 + Penalty 1687.710977 = -14791.900979
  nChanged 4
		SP:Iteration 6Q (3432.520000 sec): 3 clusters
  Score: Raw -16503.081973 + Penalty 1687.710977 = -14815.370996
  nChanged 2
		SP:Iteration 7Q (3432.520000 sec): 3 clusters
  Score: Raw -16511.519069 + Penalty 1687.710977 = -14823.808093
  nChanged 1
		SP:Iteration 8Q (3432.530000 sec): 3 clusters
  Score: Raw -16518.458996 + Penalty 1687.710977 = -14830.748020
  nChanged 0
		SP:Iteration 9F (3432.530000 sec): 3 clusters
  Score: Raw -16518.458996 + Penalty 1687.710977 = -14830.748020
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 39 (46461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3432.680000 sec): 2 clusters
  Score: Raw -4762608.283663 + Penalty 1746.284886 = -4760861.998777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3432.810000 sec): 3 clusters
  Score: Raw -4733375.108278 + Penalty 3492.569772 = -4729882.538506
  nChanged 21717
		SP:Iteration 1F (3432.930000 sec): 3 clusters
  Score: Raw -4745980.056864 + Penalty 3492.569772 = -4742487.487091
  nChanged 2108
		SP:Iteration 2Q (3433.060000 sec): 3 clusters
  Score: Raw -4746721.964061 + Penalty 3492.569772 = -4743229.394289
  nChanged 2192
		SP:Iteration 3Q (3433.190000 sec): 3 clusters
  Score: Raw -4747572.824617 + Penalty 3492.569772 = -4744080.254845
  nChanged 2348
		SP:Iteration 4F (3433.330000 sec): 3 clusters
  Score: Raw -4748632.940361 + Penalty 3492.569772 = -4745140.370588
  nChanged 2562
		SP:Iteration 5F (3433.460000 sec): 3 clusters
  Score: Raw -4750006.875988 + Penalty 3492.569772 = -4746514.306216
  nChanged 2905
		SP:Iteration 6F (3433.590000 sec): 3 clusters
  Score: Raw -4751870.972447 + Penalty 3492.569772 = -4748378.402675
  nChanged 3022
		SP:Iteration 7F (3433.710000 sec): 3 clusters
  Score: Raw -4754075.602396 + Penalty 3492.569772 = -4750583.032624
  nChanged 2734
		SP:Iteration 8F (3433.840000 sec): 3 clusters
  Score: Raw -4756154.058340 + Penalty 3492.569772 = -4752661.488568
  nChanged 2203
		SP:Iteration 9Q (3433.970000 sec): 3 clusters
  Score: Raw -4757850.802347 + Penalty 3492.569772 = -4754358.232575
  nChanged 1746
		SP:Iteration 10Q (3434.100000 sec): 3 clusters
  Score: Raw -4759161.287892 + Penalty 3492.569772 = -4755668.718119
  nChanged 1294
		SP:Iteration 11Q (3434.230000 sec): 3 clusters
  Score: Raw -4760057.207337 + Penalty 3492.569772 = -4756564.637564
  nChanged 1027
		SP:Iteration 12Q (3434.340000 sec): 3 clusters
  Score: Raw -4760739.949819 + Penalty 3492.569772 = -4757247.380046
  nChanged 844
		SP:Iteration 13Q (3434.460000 sec): 3 clusters
  Score: Raw -4761265.529777 + Penalty 3492.569772 = -4757772.960005
  nChanged 679
		SP:Iteration 14Q (3434.570000 sec): 3 clusters
  Score: Raw -4761648.410659 + Penalty 3492.569772 = -4758155.840887
  nChanged 553
		SP:Iteration 15Q (3434.670000 sec): 3 clusters
  Score: Raw -4761947.685195 + Penalty 3492.569772 = -4758455.115423
  nChanged 450
		SP:Iteration 16Q (3434.780000 sec): 3 clusters
  Score: Raw -4762196.862241 + Penalty 3492.569772 = -4758704.292468
  nChanged 372
		SP:Iteration 17Q (3434.890000 sec): 3 clusters
  Score: Raw -4762412.819100 + Penalty 3492.569772 = -4758920.249328
  nChanged 300
		SP:Iteration 18Q (3434.990000 sec): 3 clusters
  Score: Raw -4762579.261625 + Penalty 3492.569772 = -4759086.691853
  nChanged 236
		SP:Iteration 19Q (3435.090000 sec): 3 clusters
  Score: Raw -4762704.087402 + Penalty 3492.569772 = -4759211.517630
  nChanged 184
		SP:Iteration 20F (3435.220000 sec): 3 clusters
  Score: Raw -4762815.881131 + Penalty 3492.569772 = -4759323.311359
  nChanged 153
		SP:Iteration 21Q (3435.320000 sec): 3 clusters
  Score: Raw -4762906.146223 + Penalty 3492.569772 = -4759413.576451
  nChanged 104
		SP:Iteration 22Q (3435.410000 sec): 3 clusters
  Score: Raw -4762965.977568 + Penalty 3492.569772 = -4759473.407795
  nChanged 98
		SP:Iteration 23Q (3435.500000 sec): 3 clusters
  Score: Raw -4763023.604837 + Penalty 3492.569772 = -4759531.035065
  nChanged 78
		SP:Iteration 24Q (3435.600000 sec): 3 clusters
  Score: Raw -4763065.607221 + Penalty 3492.569772 = -4759573.037449
  nChanged 67
		SP:Iteration 25Q (3435.690000 sec): 3 clusters
  Score: Raw -4763106.996781 + Penalty 3492.569772 = -4759614.427009
  nChanged 63
		SP:Iteration 26Q (3435.780000 sec): 3 clusters
  Score: Raw -4763154.018878 + Penalty 3492.569772 = -4759661.449106
  nChanged 67
		SP:Iteration 27Q (3435.880000 sec): 3 clusters
  Score: Raw -4763206.197202 + Penalty 3492.569772 = -4759713.627430
  nChanged 64
		SP:Iteration 28Q (3435.970000 sec): 3 clusters
  Score: Raw -4763252.952859 + Penalty 3492.569772 = -4759760.383087
  nChanged 65
		SP:Iteration 29Q (3436.060000 sec): 3 clusters
  Score: Raw -4763298.545367 + Penalty 3492.569772 = -4759805.975595
  nChanged 59
		SP:Iteration 30Q (3436.160000 sec): 3 clusters
  Score: Raw -4763330.793509 + Penalty 3492.569772 = -4759838.223737
  nChanged 37
		SP:Iteration 31Q (3436.250000 sec): 3 clusters
  Score: Raw -4763347.149771 + Penalty 3492.569772 = -4759854.579999
  nChanged 34
		SP:Iteration 32Q (3436.340000 sec): 3 clusters
  Score: Raw -4763361.942871 + Penalty 3492.569772 = -4759869.373099
  nChanged 27
		SP:Iteration 33Q (3436.430000 sec): 3 clusters
  Score: Raw -4763374.485792 + Penalty 3492.569772 = -4759881.916019
  nChanged 26
		SP:Iteration 34Q (3436.520000 sec): 3 clusters
  Score: Raw -4763384.423903 + Penalty 3492.569772 = -4759891.854131
  nChanged 17
		SP:Iteration 35Q (3436.610000 sec): 3 clusters
  Score: Raw -4763390.637556 + Penalty 3492.569772 = -4759898.067784
  nChanged 15
		SP:Iteration 36Q (3436.700000 sec): 3 clusters
  Score: Raw -4763395.078612 + Penalty 3492.569772 = -4759902.508839
  nChanged 16
		SP:Iteration 37Q (3436.790000 sec): 3 clusters
  Score: Raw -4763399.745555 + Penalty 3492.569772 = -4759907.175783
  nChanged 11
		SP:Iteration 38Q (3436.880000 sec): 3 clusters
  Score: Raw -4763402.102659 + Penalty 3492.569772 = -4759909.532886
  nChanged 5
		SP:Iteration 39Q (3436.970000 sec): 3 clusters
  Score: Raw -4763403.411003 + Penalty 3492.569772 = -4759910.841230
  nChanged 6
		SP:Iteration 40F (3437.100000 sec): 3 clusters
  Score: Raw -4763407.421643 + Penalty 3492.569772 = -4759914.851871
  nChanged 9
		SP:Iteration 41Q (3437.180000 sec): 3 clusters
  Score: Raw -4763410.107137 + Penalty 3492.569772 = -4759917.537365
  nChanged 10
		SP:Iteration 42Q (3437.280000 sec): 3 clusters
  Score: Raw -4763412.394055 + Penalty 3492.569772 = -4759919.824283
  nChanged 9
		SP:Iteration 43Q (3437.360000 sec): 3 clusters
  Score: Raw -4763415.995159 + Penalty 3492.569772 = -4759923.425386
  nChanged 14
		SP:Iteration 44Q (3437.460000 sec): 3 clusters
  Score: Raw -4763420.559485 + Penalty 3492.569772 = -4759927.989713
  nChanged 12
		SP:Iteration 45Q (3437.540000 sec): 3 clusters
  Score: Raw -4763424.961656 + Penalty 3492.569772 = -4759932.391884
  nChanged 16
		SP:Iteration 46Q (3437.640000 sec): 3 clusters
  Score: Raw -4763429.415397 + Penalty 3492.569772 = -4759936.845625
  nChanged 8
		SP:Iteration 47Q (3437.730000 sec): 3 clusters
  Score: Raw -4763431.457077 + Penalty 3492.569772 = -4759938.887305
  nChanged 4
		SP:Iteration 48Q (3437.820000 sec): 3 clusters
  Score: Raw -4763432.128670 + Penalty 3492.569772 = -4759939.558898
  nChanged 3
		SP:Iteration 49Q (3437.910000 sec): 3 clusters
  Score: Raw -4763432.814794 + Penalty 3492.569772 = -4759940.245022
  nChanged 6
		SP:Iteration 50Q (3438.000000 sec): 3 clusters
  Score: Raw -4763433.967196 + Penalty 3492.569772 = -4759941.397424
  nChanged 2
		SP:Iteration 51Q (3438.090000 sec): 3 clusters
  Score: Raw -4763434.477209 + Penalty 3492.569772 = -4759941.907437
  nChanged 1
		SP:Iteration 52Q (3438.180000 sec): 3 clusters
  Score: Raw -4763434.952264 + Penalty 3492.569772 = -4759942.382491
  nChanged 3
		SP:Iteration 53Q (3438.270000 sec): 3 clusters
  Score: Raw -4763435.732869 + Penalty 3492.569772 = -4759943.163097
  nChanged 3
		SP:Iteration 54Q (3438.360000 sec): 3 clusters
  Score: Raw -4763436.167298 + Penalty 3492.569772 = -4759943.597525
  nChanged 2
		SP:Iteration 55Q (3438.450000 sec): 3 clusters
  Score: Raw -4763436.647092 + Penalty 3492.569772 = -4759944.077320
  nChanged 3
		SP:Iteration 56Q (3438.540000 sec): 3 clusters
  Score: Raw -4763437.113156 + Penalty 3492.569772 = -4759944.543384
  nChanged 1
		SP:Iteration 57Q (3438.630000 sec): 3 clusters
  Score: Raw -4763437.312997 + Penalty 3492.569772 = -4759944.743225
  nChanged 0
		SP:Iteration 58F (3438.750000 sec): 3 clusters
  Score: Raw -4763437.312997 + Penalty 3492.569772 = -4759944.743225
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 40 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3438.780000 sec): 2 clusters
  Score: Raw -27765.311033 + Penalty 934.276360 = -26831.034673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3438.790000 sec): 3 clusters
  Score: Raw -27810.966927 + Penalty 1868.552720 = -25942.414206
  nChanged 72
		SP:Iteration 1F (3438.790000 sec): 3 clusters
  Score: Raw -27963.327214 + Penalty 1868.552720 = -26094.774494
  nChanged 18
		SP:Iteration 2F (3438.790000 sec): 3 clusters
  Score: Raw -28014.037212 + Penalty 1868.552720 = -26145.484492
  nChanged 7
		SP:Iteration 3Q (3438.790000 sec): 3 clusters
  Score: Raw -28031.912674 + Penalty 1868.552720 = -26163.359954
  nChanged 3
		SP:Iteration 4Q (3438.790000 sec): 3 clusters
  Score: Raw -28045.193894 + Penalty 1868.552720 = -26176.641174
  nChanged 0
		SP:Iteration 5F (3438.790000 sec): 3 clusters
  Score: Raw -28045.193894 + Penalty 1868.552720 = -26176.641174
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 41 (3840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3438.800000 sec): 2 clusters
  Score: Raw -363524.579974 + Penalty 1341.149492 = -362183.430482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3438.820000 sec): 3 clusters
  Score: Raw -361665.853465 + Penalty 2682.298985 = -358983.554480
  nChanged 1520
		SP:Iteration 1F (3438.820000 sec): 3 clusters
  Score: Raw -362596.267682 + Penalty 2682.298985 = -359913.968697
  nChanged 313
		SP:Iteration 2F (3438.840000 sec): 3 clusters
  Score: Raw -362864.569355 + Penalty 2682.298985 = -360182.270371
  nChanged 271
		SP:Iteration 3F (3438.840000 sec): 3 clusters
  Score: Raw -363097.454050 + Penalty 2682.298985 = -360415.155066
  nChanged 241
		SP:Iteration 4F (3438.860000 sec): 3 clusters
  Score: Raw -363344.591741 + Penalty 2682.298985 = -360662.292756
  nChanged 230
		SP:Iteration 5F (3438.860000 sec): 3 clusters
  Score: Raw -363567.057920 + Penalty 2682.298985 = -360884.758935
  nChanged 200
		SP:Iteration 6F (3438.880000 sec): 3 clusters
  Score: Raw -363735.813708 + Penalty 2682.298985 = -361053.514724
  nChanged 170
		SP:Iteration 7Q (3438.880000 sec): 3 clusters
  Score: Raw -363885.746800 + Penalty 2682.298985 = -361203.447815
  nChanged 147
		SP:Iteration 8Q (3438.890000 sec): 3 clusters
  Score: Raw -364011.207429 + Penalty 2682.298985 = -361328.908444
  nChanged 124
		SP:Iteration 9Q (3438.900000 sec): 3 clusters
  Score: Raw -364095.826685 + Penalty 2682.298985 = -361413.527700
  nChanged 89
		SP:Iteration 10Q (3438.910000 sec): 3 clusters
  Score: Raw -364151.821195 + Penalty 2682.298985 = -361469.522210
  nChanged 72
		SP:Iteration 11Q (3438.920000 sec): 3 clusters
  Score: Raw -364186.037359 + Penalty 2682.298985 = -361503.738375
  nChanged 50
		SP:Iteration 12Q (3438.930000 sec): 3 clusters
  Score: Raw -364209.552542 + Penalty 2682.298985 = -361527.253557
  nChanged 44
		SP:Iteration 13Q (3438.940000 sec): 3 clusters
  Score: Raw -364229.078560 + Penalty 2682.298985 = -361546.779575
  nChanged 24
		SP:Iteration 14Q (3438.950000 sec): 3 clusters
  Score: Raw -364242.618517 + Penalty 2682.298985 = -361560.319533
  nChanged 26
		SP:Iteration 15Q (3438.960000 sec): 3 clusters
  Score: Raw -364255.144471 + Penalty 2682.298985 = -361572.845486
  nChanged 26
		SP:Iteration 16Q (3438.960000 sec): 3 clusters
  Score: Raw -364267.811813 + Penalty 2682.298985 = -361585.512828
  nChanged 21
		SP:Iteration 17Q (3438.970000 sec): 3 clusters
  Score: Raw -364276.955078 + Penalty 2682.298985 = -361594.656093
  nChanged 32
		SP:Iteration 18Q (3438.980000 sec): 3 clusters
  Score: Raw -364291.854464 + Penalty 2682.298985 = -361609.555479
  nChanged 26
		SP:Iteration 19Q (3438.990000 sec): 3 clusters
  Score: Raw -364300.629757 + Penalty 2682.298985 = -361618.330772
  nChanged 17
		SP:Iteration 20F (3439.000000 sec): 3 clusters
  Score: Raw -364307.963208 + Penalty 2682.298985 = -361625.664223
  nChanged 17
		SP:Iteration 21Q (3439.010000 sec): 3 clusters
  Score: Raw -364312.738924 + Penalty 2682.298985 = -361630.439940
  nChanged 17
		SP:Iteration 22Q (3439.020000 sec): 3 clusters
  Score: Raw -364319.764215 + Penalty 2682.298985 = -361637.465230
  nChanged 22
		SP:Iteration 23Q (3439.030000 sec): 3 clusters
  Score: Raw -364327.745259 + Penalty 2682.298985 = -361645.446274
  nChanged 18
		SP:Iteration 24Q (3439.040000 sec): 3 clusters
  Score: Raw -364333.969858 + Penalty 2682.298985 = -361651.670873
  nChanged 12
		SP:Iteration 25Q (3439.050000 sec): 3 clusters
  Score: Raw -364338.406901 + Penalty 2682.298985 = -361656.107916
  nChanged 14
		SP:Iteration 26Q (3439.060000 sec): 3 clusters
  Score: Raw -364344.093257 + Penalty 2682.298985 = -361661.794272
  nChanged 13
		SP:Iteration 27Q (3439.060000 sec): 3 clusters
  Score: Raw -364347.559193 + Penalty 2682.298985 = -361665.260208
  nChanged 6
		SP:Iteration 28Q (3439.070000 sec): 3 clusters
  Score: Raw -364349.620895 + Penalty 2682.298985 = -361667.321910
  nChanged 10
		SP:Iteration 29Q (3439.080000 sec): 3 clusters
  Score: Raw -364354.064750 + Penalty 2682.298985 = -361671.765765
  nChanged 10
		SP:Iteration 30Q (3439.090000 sec): 3 clusters
  Score: Raw -364358.322766 + Penalty 2682.298985 = -361676.023781
  nChanged 6
		SP:Iteration 31Q (3439.100000 sec): 3 clusters
  Score: Raw -364359.692235 + Penalty 2682.298985 = -361677.393250
  nChanged 5
		SP:Iteration 32Q (3439.110000 sec): 3 clusters
  Score: Raw -364360.913702 + Penalty 2682.298985 = -361678.614717
  nChanged 4
		SP:Iteration 33Q (3439.120000 sec): 3 clusters
  Score: Raw -364362.057133 + Penalty 2682.298985 = -361679.758148
  nChanged 4
		SP:Iteration 34Q (3439.120000 sec): 3 clusters
  Score: Raw -364362.794354 + Penalty 2682.298985 = -361680.495370
  nChanged 1
		SP:Iteration 35Q (3439.130000 sec): 3 clusters
  Score: Raw -364362.990588 + Penalty 2682.298985 = -361680.691603
  nChanged 3
		SP:Iteration 36Q (3439.140000 sec): 3 clusters
  Score: Raw -364363.823174 + Penalty 2682.298985 = -361681.524189
  nChanged 2
		SP:Iteration 37Q (3439.150000 sec): 3 clusters
  Score: Raw -364364.127214 + Penalty 2682.298985 = -361681.828229
  nChanged 0
		SP:Iteration 38F (3439.160000 sec): 3 clusters
  Score: Raw -364364.127214 + Penalty 2682.298985 = -361681.828229
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 42 (2445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.170000 sec): 2 clusters
  Score: Raw -234072.993704 + Penalty 1267.792565 = -232805.201139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.180000 sec): 3 clusters
  Score: Raw -232943.682602 + Penalty 2535.585131 = -230408.097471
  nChanged 913
		SP:Iteration 1F (3439.180000 sec): 3 clusters
  Score: Raw -233545.345835 + Penalty 2535.585131 = -231009.760705
  nChanged 182
		SP:Iteration 2F (3439.190000 sec): 3 clusters
  Score: Raw -233670.189242 + Penalty 2535.585131 = -231134.604112
  nChanged 99
		SP:Iteration 3Q (3439.200000 sec): 3 clusters
  Score: Raw -233748.568388 + Penalty 2535.585131 = -231212.983257
  nChanged 88
		SP:Iteration 4Q (3439.200000 sec): 3 clusters
  Score: Raw -233822.238458 + Penalty 2535.585131 = -231286.653327
  nChanged 80
		SP:Iteration 5Q (3439.210000 sec): 3 clusters
  Score: Raw -233878.289795 + Penalty 2535.585131 = -231342.704664
  nChanged 95
		SP:Iteration 6Q (3439.220000 sec): 3 clusters
  Score: Raw -233945.506759 + Penalty 2535.585131 = -231409.921629
  nChanged 77
		SP:Iteration 7Q (3439.220000 sec): 3 clusters
  Score: Raw -234005.664801 + Penalty 2535.585131 = -231470.079671
  nChanged 69
		SP:Iteration 8Q (3439.230000 sec): 3 clusters
  Score: Raw -234061.928101 + Penalty 2535.585131 = -231526.342970
  nChanged 65
		SP:Iteration 9Q (3439.230000 sec): 3 clusters
  Score: Raw -234109.496232 + Penalty 2535.585131 = -231573.911101
  nChanged 73
		SP:Iteration 10Q (3439.240000 sec): 3 clusters
  Score: Raw -234161.249798 + Penalty 2535.585131 = -231625.664667
  nChanged 63
		SP:Iteration 11Q (3439.240000 sec): 3 clusters
  Score: Raw -234218.229766 + Penalty 2535.585131 = -231682.644635
  nChanged 74
		SP:Iteration 12Q (3439.250000 sec): 3 clusters
  Score: Raw -234286.424501 + Penalty 2535.585131 = -231750.839370
  nChanged 83
		SP:Iteration 13Q (3439.260000 sec): 3 clusters
  Score: Raw -234348.499498 + Penalty 2535.585131 = -231812.914367
  nChanged 74
		SP:Iteration 14Q (3439.260000 sec): 3 clusters
  Score: Raw -234415.479650 + Penalty 2535.585131 = -231879.894520
  nChanged 77
		SP:Iteration 15Q (3439.270000 sec): 3 clusters
  Score: Raw -234474.796995 + Penalty 2535.585131 = -231939.211864
  nChanged 56
		SP:Iteration 16Q (3439.280000 sec): 3 clusters
  Score: Raw -234516.273431 + Penalty 2535.585131 = -231980.688301
  nChanged 48
		SP:Iteration 17Q (3439.280000 sec): 3 clusters
  Score: Raw -234552.372406 + Penalty 2535.585131 = -232016.787275
  nChanged 40
		SP:Iteration 18Q (3439.290000 sec): 3 clusters
  Score: Raw -234586.287644 + Penalty 2535.585131 = -232050.702513
  nChanged 32
		SP:Iteration 19Q (3439.290000 sec): 3 clusters
  Score: Raw -234610.294368 + Penalty 2535.585131 = -232074.709237
  nChanged 29
		SP:Iteration 20F (3439.300000 sec): 3 clusters
  Score: Raw -234636.905959 + Penalty 2535.585131 = -232101.320828
  nChanged 23
		SP:Iteration 21Q (3439.300000 sec): 3 clusters
  Score: Raw -234657.522080 + Penalty 2535.585131 = -232121.936950
  nChanged 26
		SP:Iteration 22Q (3439.310000 sec): 3 clusters
  Score: Raw -234693.799369 + Penalty 2535.585131 = -232158.214238
  nChanged 34
		SP:Iteration 23Q (3439.320000 sec): 3 clusters
  Score: Raw -234722.943636 + Penalty 2535.585131 = -232187.358505
  nChanged 27
		SP:Iteration 24Q (3439.320000 sec): 3 clusters
  Score: Raw -234745.250534 + Penalty 2535.585131 = -232209.665404
  nChanged 24
		SP:Iteration 25Q (3439.330000 sec): 3 clusters
  Score: Raw -234758.356719 + Penalty 2535.585131 = -232222.771588
  nChanged 15
		SP:Iteration 26Q (3439.340000 sec): 3 clusters
  Score: Raw -234768.109867 + Penalty 2535.585131 = -232232.524736
  nChanged 15
		SP:Iteration 27Q (3439.340000 sec): 3 clusters
  Score: Raw -234776.999545 + Penalty 2535.585131 = -232241.414414
  nChanged 17
		SP:Iteration 28Q (3439.340000 sec): 3 clusters
  Score: Raw -234787.368006 + Penalty 2535.585131 = -232251.782876
  nChanged 16
		SP:Iteration 29Q (3439.350000 sec): 3 clusters
  Score: Raw -234794.763702 + Penalty 2535.585131 = -232259.178571
  nChanged 10
		SP:Iteration 30Q (3439.360000 sec): 3 clusters
  Score: Raw -234801.219611 + Penalty 2535.585131 = -232265.634480
  nChanged 10
		SP:Iteration 31Q (3439.360000 sec): 3 clusters
  Score: Raw -234804.474515 + Penalty 2535.585131 = -232268.889385
  nChanged 3
		SP:Iteration 32Q (3439.370000 sec): 3 clusters
  Score: Raw -234805.302331 + Penalty 2535.585131 = -232269.717201
  nChanged 1
		SP:Iteration 33Q (3439.370000 sec): 3 clusters
  Score: Raw -234805.538348 + Penalty 2535.585131 = -232269.953217
  nChanged 0
		SP:Iteration 34F (3439.380000 sec): 3 clusters
  Score: Raw -234805.538348 + Penalty 2535.585131 = -232269.953217
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 43 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.390000 sec): 2 clusters
  Score: Raw -249530.713863 + Penalty 1279.088071 = -248251.625793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.400000 sec): 3 clusters
  Score: Raw -248362.788531 + Penalty 2558.176141 = -245804.612390
  nChanged 940
		SP:Iteration 1F (3439.400000 sec): 3 clusters
  Score: Raw -248966.519392 + Penalty 2558.176141 = -246408.343251
  nChanged 190
		SP:Iteration 2F (3439.410000 sec): 3 clusters
  Score: Raw -249094.528122 + Penalty 2558.176141 = -246536.351981
  nChanged 138
		SP:Iteration 3F (3439.420000 sec): 3 clusters
  Score: Raw -249197.999825 + Penalty 2558.176141 = -246639.823684
  nChanged 108
		SP:Iteration 4Q (3439.420000 sec): 3 clusters
  Score: Raw -249268.607575 + Penalty 2558.176141 = -246710.431434
  nChanged 94
		SP:Iteration 5Q (3439.430000 sec): 3 clusters
  Score: Raw -249339.649805 + Penalty 2558.176141 = -246781.473664
  nChanged 91
		SP:Iteration 6Q (3439.440000 sec): 3 clusters
  Score: Raw -249412.877116 + Penalty 2558.176141 = -246854.700975
  nChanged 91
		SP:Iteration 7Q (3439.440000 sec): 3 clusters
  Score: Raw -249471.573041 + Penalty 2558.176141 = -246913.396900
  nChanged 92
		SP:Iteration 8Q (3439.450000 sec): 3 clusters
  Score: Raw -249539.073362 + Penalty 2558.176141 = -246980.897221
  nChanged 85
		SP:Iteration 9Q (3439.460000 sec): 3 clusters
  Score: Raw -249598.170830 + Penalty 2558.176141 = -247039.994689
  nChanged 67
		SP:Iteration 10Q (3439.460000 sec): 3 clusters
  Score: Raw -249651.862177 + Penalty 2558.176141 = -247093.686035
  nChanged 74
		SP:Iteration 11Q (3439.470000 sec): 3 clusters
  Score: Raw -249696.938560 + Penalty 2558.176141 = -247138.762419
  nChanged 69
		SP:Iteration 12Q (3439.480000 sec): 3 clusters
  Score: Raw -249759.165975 + Penalty 2558.176141 = -247200.989834
  nChanged 74
		SP:Iteration 13Q (3439.480000 sec): 3 clusters
  Score: Raw -249819.120633 + Penalty 2558.176141 = -247260.944492
  nChanged 63
		SP:Iteration 14Q (3439.490000 sec): 3 clusters
  Score: Raw -249868.820954 + Penalty 2558.176141 = -247310.644813
  nChanged 44
		SP:Iteration 15Q (3439.500000 sec): 3 clusters
  Score: Raw -249895.680709 + Penalty 2558.176141 = -247337.504568
  nChanged 32
		SP:Iteration 16Q (3439.500000 sec): 3 clusters
  Score: Raw -249912.855248 + Penalty 2558.176141 = -247354.679107
  nChanged 21
		SP:Iteration 17Q (3439.510000 sec): 3 clusters
  Score: Raw -249921.702431 + Penalty 2558.176141 = -247363.526290
  nChanged 16
		SP:Iteration 18Q (3439.520000 sec): 3 clusters
  Score: Raw -249932.601015 + Penalty 2558.176141 = -247374.424874
  nChanged 21
		SP:Iteration 19Q (3439.520000 sec): 3 clusters
  Score: Raw -249949.431647 + Penalty 2558.176141 = -247391.255506
  nChanged 29
		SP:Iteration 20F (3439.530000 sec): 3 clusters
  Score: Raw -249971.636072 + Penalty 2558.176141 = -247413.459931
  nChanged 31
		SP:Iteration 21Q (3439.540000 sec): 3 clusters
  Score: Raw -250000.403930 + Penalty 2558.176141 = -247442.227789
  nChanged 36
		SP:Iteration 22Q (3439.540000 sec): 3 clusters
  Score: Raw -250021.551112 + Penalty 2558.176141 = -247463.374971
  nChanged 28
		SP:Iteration 23Q (3439.550000 sec): 3 clusters
  Score: Raw -250038.196598 + Penalty 2558.176141 = -247480.020457
  nChanged 18
		SP:Iteration 24Q (3439.560000 sec): 3 clusters
  Score: Raw -250047.372748 + Penalty 2558.176141 = -247489.196607
  nChanged 9
		SP:Iteration 25Q (3439.560000 sec): 3 clusters
  Score: Raw -250051.962445 + Penalty 2558.176141 = -247493.786304
  nChanged 7
		SP:Iteration 26Q (3439.570000 sec): 3 clusters
  Score: Raw -250053.866025 + Penalty 2558.176141 = -247495.689884
  nChanged 6
		SP:Iteration 27Q (3439.580000 sec): 3 clusters
  Score: Raw -250055.765957 + Penalty 2558.176141 = -247497.589816
  nChanged 2
		SP:Iteration 28Q (3439.580000 sec): 3 clusters
  Score: Raw -250056.125034 + Penalty 2558.176141 = -247497.948893
  nChanged 2
		SP:Iteration 29Q (3439.590000 sec): 3 clusters
  Score: Raw -250057.265549 + Penalty 2558.176141 = -247499.089408
  nChanged 2
		SP:Iteration 30Q (3439.600000 sec): 3 clusters
  Score: Raw -250058.077013 + Penalty 2558.176141 = -247499.900871
  nChanged 3
		SP:Iteration 31Q (3439.600000 sec): 3 clusters
  Score: Raw -250059.897863 + Penalty 2558.176141 = -247501.721722
  nChanged 3
		SP:Iteration 32Q (3439.610000 sec): 3 clusters
  Score: Raw -250060.610560 + Penalty 2558.176141 = -247502.434419
  nChanged 2
		SP:Iteration 33Q (3439.610000 sec): 3 clusters
  Score: Raw -250061.158354 + Penalty 2558.176141 = -247502.982213
  nChanged 0
		SP:Iteration 34F (3439.620000 sec): 3 clusters
  Score: Raw -250061.158354 + Penalty 2558.176141 = -247502.982213
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 44 (1346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.630000 sec): 2 clusters
  Score: Raw -134900.066284 + Penalty 1170.795033 = -133729.271251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.640000 sec): 3 clusters
  Score: Raw -134354.683162 + Penalty 2341.590066 = -132013.093096
  nChanged 458
		SP:Iteration 1F (3439.640000 sec): 3 clusters
  Score: Raw -134672.414333 + Penalty 2341.590066 = -132330.824267
  nChanged 118
		SP:Iteration 2F (3439.640000 sec): 3 clusters
  Score: Raw -134779.387442 + Penalty 2341.590066 = -132437.797376
  nChanged 64
		SP:Iteration 3Q (3439.640000 sec): 3 clusters
  Score: Raw -134850.527226 + Penalty 2341.590066 = -132508.937160
  nChanged 64
		SP:Iteration 4Q (3439.650000 sec): 3 clusters
  Score: Raw -134915.661708 + Penalty 2341.590066 = -132574.071642
  nChanged 45
		SP:Iteration 5Q (3439.650000 sec): 3 clusters
  Score: Raw -134963.761600 + Penalty 2341.590066 = -132622.171534
  nChanged 44
		SP:Iteration 6Q (3439.660000 sec): 3 clusters
  Score: Raw -135013.445802 + Penalty 2341.590066 = -132671.855736
  nChanged 53
		SP:Iteration 7Q (3439.660000 sec): 3 clusters
  Score: Raw -135066.784455 + Penalty 2341.590066 = -132725.194390
  nChanged 42
		SP:Iteration 8Q (3439.660000 sec): 3 clusters
  Score: Raw -135123.746376 + Penalty 2341.590066 = -132782.156310
  nChanged 42
		SP:Iteration 9Q (3439.660000 sec): 3 clusters
  Score: Raw -135177.122250 + Penalty 2341.590066 = -132835.532184
  nChanged 48
		SP:Iteration 10Q (3439.670000 sec): 3 clusters
  Score: Raw -135227.851635 + Penalty 2341.590066 = -132886.261569
  nChanged 34
		SP:Iteration 11Q (3439.670000 sec): 3 clusters
  Score: Raw -135259.239936 + Penalty 2341.590066 = -132917.649870
  nChanged 20
		SP:Iteration 12Q (3439.680000 sec): 3 clusters
  Score: Raw -135274.484987 + Penalty 2341.590066 = -132932.894921
  nChanged 10
		SP:Iteration 13Q (3439.680000 sec): 3 clusters
  Score: Raw -135284.764333 + Penalty 2341.590066 = -132943.174268
  nChanged 9
		SP:Iteration 14Q (3439.680000 sec): 3 clusters
  Score: Raw -135292.509497 + Penalty 2341.590066 = -132950.919431
  nChanged 5
		SP:Iteration 15Q (3439.680000 sec): 3 clusters
  Score: Raw -135295.804650 + Penalty 2341.590066 = -132954.214584
  nChanged 5
		SP:Iteration 16Q (3439.690000 sec): 3 clusters
  Score: Raw -135298.484668 + Penalty 2341.590066 = -132956.894602
  nChanged 3
		SP:Iteration 17Q (3439.690000 sec): 3 clusters
  Score: Raw -135299.784160 + Penalty 2341.590066 = -132958.194094
  nChanged 2
		SP:Iteration 18Q (3439.700000 sec): 3 clusters
  Score: Raw -135301.511124 + Penalty 2341.590066 = -132959.921058
  nChanged 1
		SP:Iteration 19Q (3439.700000 sec): 3 clusters
  Score: Raw -135302.337969 + Penalty 2341.590066 = -132960.747903
  nChanged 2
		SP:Iteration 20F (3439.700000 sec): 3 clusters
  Score: Raw -135303.892311 + Penalty 2341.590066 = -132962.302245
  nChanged 7
		SP:Iteration 21Q (3439.700000 sec): 3 clusters
  Score: Raw -135308.001778 + Penalty 2341.590066 = -132966.411712
  nChanged 2
		SP:Iteration 22Q (3439.710000 sec): 3 clusters
  Score: Raw -135308.582643 + Penalty 2341.590066 = -132966.992577
  nChanged 1
		SP:Iteration 23Q (3439.710000 sec): 3 clusters
  Score: Raw -135308.806621 + Penalty 2341.590066 = -132967.216556
  nChanged 0
		SP:Iteration 24F (3439.720000 sec): 3 clusters
  Score: Raw -135308.806621 + Penalty 2341.590066 = -132967.216556
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 45 (2752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.730000 sec): 2 clusters
  Score: Raw -266473.138121 + Penalty 1287.013520 = -265186.124601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.730000 sec): 3 clusters
  Score: Raw -265139.426572 + Penalty 2574.027040 = -262565.399532
  nChanged 1063
		SP:Iteration 1F (3439.740000 sec): 3 clusters
  Score: Raw -265784.508637 + Penalty 2574.027040 = -263210.481597
  nChanged 196
		SP:Iteration 2F (3439.750000 sec): 3 clusters
  Score: Raw -265908.574143 + Penalty 2574.027040 = -263334.547103
  nChanged 138
		SP:Iteration 3F (3439.760000 sec): 3 clusters
  Score: Raw -265993.366788 + Penalty 2574.027040 = -263419.339748
  nChanged 99
		SP:Iteration 4Q (3439.760000 sec): 3 clusters
  Score: Raw -266040.403575 + Penalty 2574.027040 = -263466.376535
  nChanged 67
		SP:Iteration 5Q (3439.770000 sec): 3 clusters
  Score: Raw -266077.039006 + Penalty 2574.027040 = -263503.011966
  nChanged 68
		SP:Iteration 6Q (3439.780000 sec): 3 clusters
  Score: Raw -266109.940132 + Penalty 2574.027040 = -263535.913092
  nChanged 44
		SP:Iteration 7Q (3439.780000 sec): 3 clusters
  Score: Raw -266134.735222 + Penalty 2574.027040 = -263560.708183
  nChanged 56
		SP:Iteration 8Q (3439.790000 sec): 3 clusters
  Score: Raw -266168.817217 + Penalty 2574.027040 = -263594.790177
  nChanged 53
		SP:Iteration 9Q (3439.800000 sec): 3 clusters
  Score: Raw -266195.111097 + Penalty 2574.027040 = -263621.084058
  nChanged 44
		SP:Iteration 10Q (3439.800000 sec): 3 clusters
  Score: Raw -266222.470896 + Penalty 2574.027040 = -263648.443856
  nChanged 38
		SP:Iteration 11Q (3439.810000 sec): 3 clusters
  Score: Raw -266254.220922 + Penalty 2574.027040 = -263680.193882
  nChanged 40
		SP:Iteration 12Q (3439.820000 sec): 3 clusters
  Score: Raw -266286.416360 + Penalty 2574.027040 = -263712.389320
  nChanged 42
		SP:Iteration 13Q (3439.820000 sec): 3 clusters
  Score: Raw -266316.870702 + Penalty 2574.027040 = -263742.843662
  nChanged 43
		SP:Iteration 14Q (3439.830000 sec): 3 clusters
  Score: Raw -266341.443980 + Penalty 2574.027040 = -263767.416940
  nChanged 36
		SP:Iteration 15Q (3439.840000 sec): 3 clusters
  Score: Raw -266366.834842 + Penalty 2574.027040 = -263792.807802
  nChanged 38
		SP:Iteration 16Q (3439.840000 sec): 3 clusters
  Score: Raw -266393.437997 + Penalty 2574.027040 = -263819.410958
  nChanged 43
		SP:Iteration 17Q (3439.850000 sec): 3 clusters
  Score: Raw -266416.725608 + Penalty 2574.027040 = -263842.698568
  nChanged 42
		SP:Iteration 18Q (3439.860000 sec): 3 clusters
  Score: Raw -266439.919831 + Penalty 2574.027040 = -263865.892792
  nChanged 33
		SP:Iteration 19Q (3439.870000 sec): 3 clusters
  Score: Raw -266455.994004 + Penalty 2574.027040 = -263881.966964
  nChanged 37
		SP:Iteration 20F (3439.870000 sec): 3 clusters
  Score: Raw -266473.176059 + Penalty 2574.027040 = -263899.149019
  nChanged 20
		SP:Iteration 21Q (3439.880000 sec): 3 clusters
  Score: Raw -266481.543150 + Penalty 2574.027040 = -263907.516110
  nChanged 16
		SP:Iteration 22Q (3439.890000 sec): 3 clusters
  Score: Raw -266488.277021 + Penalty 2574.027040 = -263914.249982
  nChanged 17
		SP:Iteration 23Q (3439.890000 sec): 3 clusters
  Score: Raw -266495.782198 + Penalty 2574.027040 = -263921.755158
  nChanged 13
		SP:Iteration 24Q (3439.900000 sec): 3 clusters
  Score: Raw -266500.799256 + Penalty 2574.027040 = -263926.772217
  nChanged 15
		SP:Iteration 25Q (3439.910000 sec): 3 clusters
  Score: Raw -266507.431385 + Penalty 2574.027040 = -263933.404346
  nChanged 14
		SP:Iteration 26Q (3439.910000 sec): 3 clusters
  Score: Raw -266517.253858 + Penalty 2574.027040 = -263943.226819
  nChanged 19
		SP:Iteration 27Q (3439.920000 sec): 3 clusters
  Score: Raw -266530.548761 + Penalty 2574.027040 = -263956.521721
  nChanged 12
		SP:Iteration 28Q (3439.930000 sec): 3 clusters
  Score: Raw -266536.793136 + Penalty 2574.027040 = -263962.766096
  nChanged 12
		SP:Iteration 29Q (3439.930000 sec): 3 clusters
  Score: Raw -266544.216373 + Penalty 2574.027040 = -263970.189333
  nChanged 18
		SP:Iteration 30Q (3439.940000 sec): 3 clusters
  Score: Raw -266556.483303 + Penalty 2574.027040 = -263982.456263
  nChanged 15
		SP:Iteration 31Q (3439.950000 sec): 3 clusters
  Score: Raw -266566.217727 + Penalty 2574.027040 = -263992.190688
  nChanged 11
		SP:Iteration 32Q (3439.950000 sec): 3 clusters
  Score: Raw -266573.157213 + Penalty 2574.027040 = -263999.130173
  nChanged 11
		SP:Iteration 33Q (3439.960000 sec): 3 clusters
  Score: Raw -266580.973269 + Penalty 2574.027040 = -264006.946230
  nChanged 10
		SP:Iteration 34Q (3439.970000 sec): 3 clusters
  Score: Raw -266591.066253 + Penalty 2574.027040 = -264017.039213
  nChanged 12
		SP:Iteration 35Q (3439.970000 sec): 3 clusters
  Score: Raw -266597.971461 + Penalty 2574.027040 = -264023.944421
  nChanged 11
		SP:Iteration 36Q (3439.980000 sec): 3 clusters
  Score: Raw -266604.310642 + Penalty 2574.027040 = -264030.283603
  nChanged 11
		SP:Iteration 37Q (3439.980000 sec): 3 clusters
  Score: Raw -266611.220034 + Penalty 2574.027040 = -264037.192994
  nChanged 7
		SP:Iteration 38Q (3439.990000 sec): 3 clusters
  Score: Raw -266614.827186 + Penalty 2574.027040 = -264040.800146
  nChanged 7
		SP:Iteration 39Q (3440.000000 sec): 3 clusters
  Score: Raw -266618.370015 + Penalty 2574.027040 = -264044.342975
  nChanged 7
		SP:Iteration 40F (3440.000000 sec): 3 clusters
  Score: Raw -266620.969394 + Penalty 2574.027040 = -264046.942355
  nChanged 3
		SP:Iteration 41Q (3440.010000 sec): 3 clusters
  Score: Raw -266621.995494 + Penalty 2574.027040 = -264047.968454
  nChanged 5
		SP:Iteration 42Q (3440.020000 sec): 3 clusters
  Score: Raw -266625.238722 + Penalty 2574.027040 = -264051.211682
  nChanged 2
		SP:Iteration 43Q (3440.020000 sec): 3 clusters
  Score: Raw -266625.961135 + Penalty 2574.027040 = -264051.934096
  nChanged 1
		SP:Iteration 44Q (3440.030000 sec): 3 clusters
  Score: Raw -266627.487862 + Penalty 2574.027040 = -264053.460822
  nChanged 1
		SP:Iteration 45Q (3440.040000 sec): 3 clusters
  Score: Raw -266628.007932 + Penalty 2574.027040 = -264053.980893
  nChanged 2
		SP:Iteration 46Q (3440.040000 sec): 3 clusters
  Score: Raw -266629.053759 + Penalty 2574.027040 = -264055.026719
  nChanged 2
		SP:Iteration 47Q (3440.050000 sec): 3 clusters
  Score: Raw -266631.124828 + Penalty 2574.027040 = -264057.097788
  nChanged 2
		SP:Iteration 48Q (3440.060000 sec): 3 clusters
  Score: Raw -266632.802448 + Penalty 2574.027040 = -264058.775408
  nChanged 2
		SP:Iteration 49Q (3440.060000 sec): 3 clusters
  Score: Raw -266633.878203 + Penalty 2574.027040 = -264059.851163
  nChanged 2
		SP:Iteration 50Q (3440.070000 sec): 3 clusters
  Score: Raw -266634.630554 + Penalty 2574.027040 = -264060.603515
  nChanged 0
		SP:Iteration 51F (3440.080000 sec): 3 clusters
  Score: Raw -266634.630554 + Penalty 2574.027040 = -264060.603515
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 46 (6507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.100000 sec): 2 clusters
  Score: Raw -598233.334471 + Penalty 1426.852992 = -596806.481479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3440.120000 sec): 3 clusters
  Score: Raw -594729.091703 + Penalty 2853.705985 = -591875.385718
  nChanged 2718
		SP:Iteration 1F (3440.130000 sec): 3 clusters
  Score: Raw -596249.255467 + Penalty 2853.705985 = -593395.549482
  nChanged 520
		SP:Iteration 2F (3440.150000 sec): 3 clusters
  Score: Raw -596614.671566 + Penalty 2853.705985 = -593760.965581
  nChanged 456
		SP:Iteration 3F (3440.170000 sec): 3 clusters
  Score: Raw -596924.030348 + Penalty 2853.705985 = -594070.324363
  nChanged 395
		SP:Iteration 4F (3440.180000 sec): 3 clusters
  Score: Raw -597183.061582 + Penalty 2853.705985 = -594329.355597
  nChanged 349
		SP:Iteration 5F (3440.200000 sec): 3 clusters
  Score: Raw -597403.268952 + Penalty 2853.705985 = -594549.562968
  nChanged 307
		SP:Iteration 6Q (3440.220000 sec): 3 clusters
  Score: Raw -597577.983024 + Penalty 2853.705985 = -594724.277039
  nChanged 267
		SP:Iteration 7Q (3440.230000 sec): 3 clusters
  Score: Raw -597737.551167 + Penalty 2853.705985 = -594883.845182
  nChanged 230
		SP:Iteration 8Q (3440.250000 sec): 3 clusters
  Score: Raw -597864.081875 + Penalty 2853.705985 = -595010.375891
  nChanged 185
		SP:Iteration 9Q (3440.270000 sec): 3 clusters
  Score: Raw -597969.246264 + Penalty 2853.705985 = -595115.540280
  nChanged 170
		SP:Iteration 10Q (3440.280000 sec): 3 clusters
  Score: Raw -598058.571412 + Penalty 2853.705985 = -595204.865428
  nChanged 155
		SP:Iteration 11Q (3440.300000 sec): 3 clusters
  Score: Raw -598141.122718 + Penalty 2853.705985 = -595287.416734
  nChanged 158
		SP:Iteration 12Q (3440.320000 sec): 3 clusters
  Score: Raw -598216.463019 + Penalty 2853.705985 = -595362.757034
  nChanged 141
		SP:Iteration 13Q (3440.330000 sec): 3 clusters
  Score: Raw -598279.880020 + Penalty 2853.705985 = -595426.174035
  nChanged 116
		SP:Iteration 14Q (3440.350000 sec): 3 clusters
  Score: Raw -598329.873190 + Penalty 2853.705985 = -595476.167205
  nChanged 97
		SP:Iteration 15Q (3440.360000 sec): 3 clusters
  Score: Raw -598369.572035 + Penalty 2853.705985 = -595515.866051
  nChanged 86
		SP:Iteration 16Q (3440.380000 sec): 3 clusters
  Score: Raw -598402.680974 + Penalty 2853.705985 = -595548.974990
  nChanged 67
		SP:Iteration 17Q (3440.400000 sec): 3 clusters
  Score: Raw -598427.061334 + Penalty 2853.705985 = -595573.355350
  nChanged 68
		SP:Iteration 18Q (3440.420000 sec): 3 clusters
  Score: Raw -598446.577409 + Penalty 2853.705985 = -595592.871424
  nChanged 37
		SP:Iteration 19Q (3440.430000 sec): 3 clusters
  Score: Raw -598456.099975 + Penalty 2853.705985 = -595602.393991
  nChanged 36
		SP:Iteration 20F (3440.450000 sec): 3 clusters
  Score: Raw -598467.011632 + Penalty 2853.705985 = -595613.305647
  nChanged 32
		SP:Iteration 21Q (3440.460000 sec): 3 clusters
  Score: Raw -598476.931393 + Penalty 2853.705985 = -595623.225409
  nChanged 34
		SP:Iteration 22Q (3440.480000 sec): 3 clusters
  Score: Raw -598487.807911 + Penalty 2853.705985 = -595634.101927
  nChanged 38
		SP:Iteration 23Q (3440.500000 sec): 3 clusters
  Score: Raw -598499.723583 + Penalty 2853.705985 = -595646.017598
  nChanged 37
		SP:Iteration 24Q (3440.510000 sec): 3 clusters
  Score: Raw -598511.925265 + Penalty 2853.705985 = -595658.219280
  nChanged 39
		SP:Iteration 25Q (3440.530000 sec): 3 clusters
  Score: Raw -598526.561474 + Penalty 2853.705985 = -595672.855489
  nChanged 35
		SP:Iteration 26Q (3440.550000 sec): 3 clusters
  Score: Raw -598538.263443 + Penalty 2853.705985 = -595684.557458
  nChanged 37
		SP:Iteration 27Q (3440.560000 sec): 3 clusters
  Score: Raw -598547.615394 + Penalty 2853.705985 = -595693.909409
  nChanged 28
		SP:Iteration 28Q (3440.580000 sec): 3 clusters
  Score: Raw -598554.698523 + Penalty 2853.705985 = -595700.992538
  nChanged 24
		SP:Iteration 29Q (3440.600000 sec): 3 clusters
  Score: Raw -598562.655315 + Penalty 2853.705985 = -595708.949331
  nChanged 25
		SP:Iteration 30Q (3440.610000 sec): 3 clusters
  Score: Raw -598570.395869 + Penalty 2853.705985 = -595716.689884
  nChanged 27
		SP:Iteration 31Q (3440.630000 sec): 3 clusters
  Score: Raw -598581.032628 + Penalty 2853.705985 = -595727.326643
  nChanged 38
		SP:Iteration 32Q (3440.640000 sec): 3 clusters
  Score: Raw -598596.005525 + Penalty 2853.705985 = -595742.299540
  nChanged 35
		SP:Iteration 33Q (3440.660000 sec): 3 clusters
  Score: Raw -598610.481118 + Penalty 2853.705985 = -595756.775133
  nChanged 24
		SP:Iteration 34Q (3440.680000 sec): 3 clusters
  Score: Raw -598621.952288 + Penalty 2853.705985 = -595768.246303
  nChanged 38
		SP:Iteration 35Q (3440.690000 sec): 3 clusters
  Score: Raw -598640.700574 + Penalty 2853.705985 = -595786.994590
  nChanged 34
		SP:Iteration 36Q (3440.710000 sec): 3 clusters
  Score: Raw -598654.884851 + Penalty 2853.705985 = -595801.178866
  nChanged 33
		SP:Iteration 37Q (3440.730000 sec): 3 clusters
  Score: Raw -598666.939167 + Penalty 2853.705985 = -595813.233182
  nChanged 28
		SP:Iteration 38Q (3440.740000 sec): 3 clusters
  Score: Raw -598677.473298 + Penalty 2853.705985 = -595823.767313
  nChanged 33
		SP:Iteration 39Q (3440.760000 sec): 3 clusters
  Score: Raw -598690.743099 + Penalty 2853.705985 = -595837.037114
  nChanged 26
		SP:Iteration 40F (3440.780000 sec): 3 clusters
  Score: Raw -598702.147605 + Penalty 2853.705985 = -595848.441620
  nChanged 36
		SP:Iteration 41Q (3440.790000 sec): 3 clusters
  Score: Raw -598721.768404 + Penalty 2853.705985 = -595868.062419
  nChanged 38
		SP:Iteration 42Q (3440.810000 sec): 3 clusters
  Score: Raw -598747.580339 + Penalty 2853.705985 = -595893.874354
  nChanged 42
		SP:Iteration 43Q (3440.820000 sec): 3 clusters
  Score: Raw -598779.710288 + Penalty 2853.705985 = -595926.004303
  nChanged 54
		SP:Iteration 44Q (3440.840000 sec): 3 clusters
  Score: Raw -598816.070105 + Penalty 2853.705985 = -595962.364120
  nChanged 45
		SP:Iteration 45Q (3440.850000 sec): 3 clusters
  Score: Raw -598844.198897 + Penalty 2853.705985 = -595990.492912
  nChanged 51
		SP:Iteration 46Q (3440.870000 sec): 3 clusters
  Score: Raw -598875.089079 + Penalty 2853.705985 = -596021.383095
  nChanged 36
		SP:Iteration 47Q (3440.890000 sec): 3 clusters
  Score: Raw -598899.151885 + Penalty 2853.705985 = -596045.445900
  nChanged 41
		SP:Iteration 48Q (3440.900000 sec): 3 clusters
  Score: Raw -598919.040475 + Penalty 2853.705985 = -596065.334491
  nChanged 26
		SP:Iteration 49Q (3440.920000 sec): 3 clusters
  Score: Raw -598933.153734 + Penalty 2853.705985 = -596079.447749
  nChanged 15
		SP:Iteration 50Q (3440.930000 sec): 3 clusters
  Score: Raw -598939.351477 + Penalty 2853.705985 = -596085.645492
  nChanged 14
		SP:Iteration 51Q (3440.950000 sec): 3 clusters
  Score: Raw -598944.326233 + Penalty 2853.705985 = -596090.620248
  nChanged 9
		SP:Iteration 52Q (3440.960000 sec): 3 clusters
  Score: Raw -598946.775441 + Penalty 2853.705985 = -596093.069456
  nChanged 5
		SP:Iteration 53Q (3440.970000 sec): 3 clusters
  Score: Raw -598947.551417 + Penalty 2853.705985 = -596093.845432
  nChanged 2
		SP:Iteration 54Q (3440.990000 sec): 3 clusters
  Score: Raw -598948.156865 + Penalty 2853.705985 = -596094.450881
  nChanged 2
		SP:Iteration 55Q (3441.010000 sec): 3 clusters
  Score: Raw -598948.676727 + Penalty 2853.705985 = -596094.970743
  nChanged 2
		SP:Iteration 56Q (3441.020000 sec): 3 clusters
  Score: Raw -598949.198403 + Penalty 2853.705985 = -596095.492419
  nChanged 4
		SP:Iteration 57Q (3441.030000 sec): 3 clusters
  Score: Raw -598950.048210 + Penalty 2853.705985 = -596096.342225
  nChanged 3
		SP:Iteration 58Q (3441.050000 sec): 3 clusters
  Score: Raw -598950.884309 + Penalty 2853.705985 = -596097.178324
  nChanged 4
		SP:Iteration 59Q (3441.060000 sec): 3 clusters
  Score: Raw -598952.780075 + Penalty 2853.705985 = -596099.074090
  nChanged 7
		SP:Iteration 60F (3441.080000 sec): 3 clusters
  Score: Raw -598954.363995 + Penalty 2853.705985 = -596100.658010
  nChanged 5
		SP:Iteration 61Q (3441.090000 sec): 3 clusters
  Score: Raw -598955.596797 + Penalty 2853.705985 = -596101.890812
  nChanged 3
		SP:Iteration 62Q (3441.110000 sec): 3 clusters
  Score: Raw -598956.455799 + Penalty 2853.705985 = -596102.749814
  nChanged 1
		SP:Iteration 63Q (3441.120000 sec): 3 clusters
  Score: Raw -598956.743025 + Penalty 2853.705985 = -596103.037040
  nChanged 1
		SP:Iteration 64Q (3441.130000 sec): 3 clusters
  Score: Raw -598956.853213 + Penalty 2853.705985 = -596103.147228
  nChanged 0
		SP:Iteration 65F (3441.150000 sec): 3 clusters
  Score: Raw -598956.853213 + Penalty 2853.705985 = -596103.147228
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 47 (537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3441.160000 sec): 2 clusters
  Score: Raw -54171.984673 + Penalty 1021.474690 = -53150.509983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.160000 sec): 3 clusters
  Score: Raw -54076.163897 + Penalty 2042.949381 = -52033.214517
  nChanged 132
		SP:Iteration 1F (3441.160000 sec): 3 clusters
  Score: Raw -54237.512007 + Penalty 2042.949381 = -52194.562626
  nChanged 23
		SP:Iteration 2Q (3441.160000 sec): 3 clusters
  Score: Raw -54272.695268 + Penalty 2042.949381 = -52229.745887
  nChanged 9
		SP:Iteration 3Q (3441.170000 sec): 3 clusters
  Score: Raw -54290.145599 + Penalty 2042.949381 = -52247.196219
  nChanged 5
		SP:Iteration 4Q (3441.170000 sec): 3 clusters
  Score: Raw -54296.971643 + Penalty 2042.949381 = -52254.022262
  nChanged 2
		SP:Iteration 5Q (3441.170000 sec): 3 clusters
  Score: Raw -54302.171585 + Penalty 2042.949381 = -52259.222205
  nChanged 6
		SP:Iteration 6Q (3441.170000 sec): 3 clusters
  Score: Raw -54310.658641 + Penalty 2042.949381 = -52267.709261
  nChanged 4
		SP:Iteration 7Q (3441.170000 sec): 3 clusters
  Score: Raw -54318.223021 + Penalty 2042.949381 = -52275.273641
  nChanged 5
		SP:Iteration 8Q (3441.170000 sec): 3 clusters
  Score: Raw -54326.695325 + Penalty 2042.949381 = -52283.745945
  nChanged 2
		SP:Iteration 9Q (3441.170000 sec): 3 clusters
  Score: Raw -54328.264292 + Penalty 2042.949381 = -52285.314912
  nChanged 0
		SP:Iteration 10F (3441.170000 sec): 3 clusters
  Score: Raw -54328.264292 + Penalty 2042.949381 = -52285.314912
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 48 (1413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3441.180000 sec): 2 clusters
  Score: Raw -126190.820823 + Penalty 1178.688937 = -125012.131886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.190000 sec): 3 clusters
  Score: Raw -125695.376647 + Penalty 2357.377874 = -123337.998772
  nChanged 464
		SP:Iteration 1F (3441.190000 sec): 3 clusters
  Score: Raw -126038.005789 + Penalty 2357.377874 = -123680.627915
  nChanged 95
		SP:Iteration 2F (3441.190000 sec): 3 clusters
  Score: Raw -126164.466473 + Penalty 2357.377874 = -123807.088599
  nChanged 76
		SP:Iteration 3F (3441.200000 sec): 3 clusters
  Score: Raw -126243.009561 + Penalty 2357.377874 = -123885.631686
  nChanged 55
		SP:Iteration 4Q (3441.200000 sec): 3 clusters
  Score: Raw -126294.889718 + Penalty 2357.377874 = -123937.511844
  nChanged 49
		SP:Iteration 5Q (3441.200000 sec): 3 clusters
  Score: Raw -126347.926794 + Penalty 2357.377874 = -123990.548920
  nChanged 41
		SP:Iteration 6Q (3441.210000 sec): 3 clusters
  Score: Raw -126391.522693 + Penalty 2357.377874 = -124034.144819
  nChanged 32
		SP:Iteration 7Q (3441.210000 sec): 3 clusters
  Score: Raw -126430.098162 + Penalty 2357.377874 = -124072.720287
  nChanged 32
		SP:Iteration 8Q (3441.210000 sec): 3 clusters
  Score: Raw -126465.043467 + Penalty 2357.377874 = -124107.665593
  nChanged 38
		SP:Iteration 9Q (3441.220000 sec): 3 clusters
  Score: Raw -126510.881716 + Penalty 2357.377874 = -124153.503841
  nChanged 39
		SP:Iteration 10Q (3441.220000 sec): 3 clusters
  Score: Raw -126544.364801 + Penalty 2357.377874 = -124186.986927
  nChanged 31
		SP:Iteration 11Q (3441.220000 sec): 3 clusters
  Score: Raw -126571.105027 + Penalty 2357.377874 = -124213.727153
  nChanged 22
		SP:Iteration 12Q (3441.230000 sec): 3 clusters
  Score: Raw -126587.779177 + Penalty 2357.377874 = -124230.401303
  nChanged 20
		SP:Iteration 13Q (3441.230000 sec): 3 clusters
  Score: Raw -126601.847806 + Penalty 2357.377874 = -124244.469932
  nChanged 17
		SP:Iteration 14Q (3441.230000 sec): 3 clusters
  Score: Raw -126613.614867 + Penalty 2357.377874 = -124256.236992
  nChanged 14
		SP:Iteration 15Q (3441.240000 sec): 3 clusters
  Score: Raw -126623.255490 + Penalty 2357.377874 = -124265.877615
  nChanged 12
		SP:Iteration 16Q (3441.240000 sec): 3 clusters
  Score: Raw -126631.832875 + Penalty 2357.377874 = -124274.455000
  nChanged 7
		SP:Iteration 17Q (3441.240000 sec): 3 clusters
  Score: Raw -126634.660389 + Penalty 2357.377874 = -124277.282514
  nChanged 1
		SP:Iteration 18Q (3441.250000 sec): 3 clusters
  Score: Raw -126635.357397 + Penalty 2357.377874 = -124277.979523
  nChanged 1
		SP:Iteration 19Q (3441.250000 sec): 3 clusters
  Score: Raw -126636.545601 + Penalty 2357.377874 = -124279.167727
  nChanged 3
		SP:Iteration 20F (3441.250000 sec): 3 clusters
  Score: Raw -126640.116799 + Penalty 2357.377874 = -124282.738925
  nChanged 5
		SP:Iteration 21Q (3441.260000 sec): 3 clusters
  Score: Raw -126645.531632 + Penalty 2357.377874 = -124288.153758
  nChanged 3
		SP:Iteration 22Q (3441.260000 sec): 3 clusters
  Score: Raw -126646.846703 + Penalty 2357.377874 = -124289.468828
  nChanged 1
		SP:Iteration 23Q (3441.270000 sec): 3 clusters
  Score: Raw -126647.307698 + Penalty 2357.377874 = -124289.929824
  nChanged 0
		SP:Iteration 24F (3441.270000 sec): 3 clusters
  Score: Raw -126647.307698 + Penalty 2357.377874 = -124289.929824
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 49 (10564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3441.300000 sec): 2 clusters
  Score: Raw -1062651.490390 + Penalty 1505.596182 = -1061145.894208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.330000 sec): 3 clusters
  Score: Raw -1056653.376902 + Penalty 3011.192364 = -1053642.184538
  nChanged 4518
		SP:Iteration 1F (3441.360000 sec): 3 clusters
  Score: Raw -1059111.709951 + Penalty 3011.192364 = -1056100.517587
  nChanged 662
		SP:Iteration 2F (3441.390000 sec): 3 clusters
  Score: Raw -1059392.451107 + Penalty 3011.192364 = -1056381.258743
  nChanged 543
		SP:Iteration 3F (3441.410000 sec): 3 clusters
  Score: Raw -1059654.006427 + Penalty 3011.192364 = -1056642.814063
  nChanged 519
		SP:Iteration 4Q (3441.440000 sec): 3 clusters
  Score: Raw -1059929.590420 + Penalty 3011.192364 = -1056918.398056
  nChanged 540
		SP:Iteration 5F (3441.470000 sec): 3 clusters
  Score: Raw -1060184.999509 + Penalty 3011.192364 = -1057173.807145
  nChanged 462
		SP:Iteration 6Q (3441.500000 sec): 3 clusters
  Score: Raw -1060409.109116 + Penalty 3011.192364 = -1057397.916752
  nChanged 416
		SP:Iteration 7Q (3441.520000 sec): 3 clusters
  Score: Raw -1060603.268876 + Penalty 3011.192364 = -1057592.076512
  nChanged 418
		SP:Iteration 8Q (3441.550000 sec): 3 clusters
  Score: Raw -1060779.580267 + Penalty 3011.192364 = -1057768.387903
  nChanged 349
		SP:Iteration 9Q (3441.580000 sec): 3 clusters
  Score: Raw -1060932.088592 + Penalty 3011.192364 = -1057920.896228
  nChanged 337
		SP:Iteration 10Q (3441.610000 sec): 3 clusters
  Score: Raw -1061087.968616 + Penalty 3011.192364 = -1058076.776252
  nChanged 335
		SP:Iteration 11Q (3441.630000 sec): 3 clusters
  Score: Raw -1061252.038145 + Penalty 3011.192364 = -1058240.845782
  nChanged 359
		SP:Iteration 12Q (3441.660000 sec): 3 clusters
  Score: Raw -1061468.149315 + Penalty 3011.192364 = -1058456.956951
  nChanged 421
		SP:Iteration 13Q (3441.690000 sec): 3 clusters
  Score: Raw -1061739.764376 + Penalty 3011.192364 = -1058728.572012
  nChanged 435
		SP:Iteration 14Q (3441.720000 sec): 3 clusters
  Score: Raw -1062098.134082 + Penalty 3011.192364 = -1059086.941718
  nChanged 463
		SP:Iteration 15Q (3441.740000 sec): 3 clusters
  Score: Raw -1062517.572248 + Penalty 3011.192364 = -1059506.379884
  nChanged 458
		SP:Iteration 16Q (3441.770000 sec): 3 clusters
  Score: Raw -1062898.517901 + Penalty 3011.192364 = -1059887.325537
  nChanged 354
		SP:Iteration 17Q (3441.800000 sec): 3 clusters
  Score: Raw -1063107.088570 + Penalty 3011.192364 = -1060095.896206
  nChanged 240
		SP:Iteration 18Q (3441.830000 sec): 3 clusters
  Score: Raw -1063208.190943 + Penalty 3011.192364 = -1060196.998579
  nChanged 161
		SP:Iteration 19Q (3441.850000 sec): 3 clusters
  Score: Raw -1063263.920138 + Penalty 3011.192364 = -1060252.727774
  nChanged 115
		SP:Iteration 20F (3441.880000 sec): 3 clusters
  Score: Raw -1063293.479728 + Penalty 3011.192364 = -1060282.287364
  nChanged 86
		SP:Iteration 21Q (3441.910000 sec): 3 clusters
  Score: Raw -1063311.193023 + Penalty 3011.192364 = -1060300.000659
  nChanged 63
		SP:Iteration 22Q (3441.930000 sec): 3 clusters
  Score: Raw -1063324.343008 + Penalty 3011.192364 = -1060313.150645
  nChanged 50
		SP:Iteration 23Q (3441.960000 sec): 3 clusters
  Score: Raw -1063332.259960 + Penalty 3011.192364 = -1060321.067597
  nChanged 35
		SP:Iteration 24Q (3441.990000 sec): 3 clusters
  Score: Raw -1063337.979458 + Penalty 3011.192364 = -1060326.787094
  nChanged 39
		SP:Iteration 25Q (3442.010000 sec): 3 clusters
  Score: Raw -1063345.138419 + Penalty 3011.192364 = -1060333.946056
  nChanged 41
		SP:Iteration 26Q (3442.040000 sec): 3 clusters
  Score: Raw -1063352.901277 + Penalty 3011.192364 = -1060341.708913
  nChanged 45
		SP:Iteration 27Q (3442.070000 sec): 3 clusters
  Score: Raw -1063361.542351 + Penalty 3011.192364 = -1060350.349987
  nChanged 36
		SP:Iteration 28Q (3442.090000 sec): 3 clusters
  Score: Raw -1063366.804746 + Penalty 3011.192364 = -1060355.612382
  nChanged 31
		SP:Iteration 29Q (3442.110000 sec): 3 clusters
  Score: Raw -1063370.507969 + Penalty 3011.192364 = -1060359.315605
  nChanged 20
		SP:Iteration 30Q (3442.140000 sec): 3 clusters
  Score: Raw -1063372.556062 + Penalty 3011.192364 = -1060361.363698
  nChanged 16
		SP:Iteration 31Q (3442.160000 sec): 3 clusters
  Score: Raw -1063374.328837 + Penalty 3011.192364 = -1060363.136473
  nChanged 19
		SP:Iteration 32Q (3442.190000 sec): 3 clusters
  Score: Raw -1063377.005832 + Penalty 3011.192364 = -1060365.813469
  nChanged 23
		SP:Iteration 33Q (3442.210000 sec): 3 clusters
  Score: Raw -1063380.929359 + Penalty 3011.192364 = -1060369.736995
  nChanged 25
		SP:Iteration 34Q (3442.240000 sec): 3 clusters
  Score: Raw -1063384.495252 + Penalty 3011.192364 = -1060373.302888
  nChanged 21
		SP:Iteration 35Q (3442.260000 sec): 3 clusters
  Score: Raw -1063388.183883 + Penalty 3011.192364 = -1060376.991519
  nChanged 22
		SP:Iteration 36Q (3442.290000 sec): 3 clusters
  Score: Raw -1063391.543388 + Penalty 3011.192364 = -1060380.351024
  nChanged 18
		SP:Iteration 37Q (3442.310000 sec): 3 clusters
  Score: Raw -1063393.828219 + Penalty 3011.192364 = -1060382.635855
  nChanged 12
		SP:Iteration 38Q (3442.330000 sec): 3 clusters
  Score: Raw -1063395.441104 + Penalty 3011.192364 = -1060384.248740
  nChanged 17
		SP:Iteration 39Q (3442.360000 sec): 3 clusters
  Score: Raw -1063398.034710 + Penalty 3011.192364 = -1060386.842346
  nChanged 13
		SP:Iteration 40F (3442.390000 sec): 3 clusters
  Score: Raw -1063400.008967 + Penalty 3011.192364 = -1060388.816603
  nChanged 16
		SP:Iteration 41Q (3442.410000 sec): 3 clusters
  Score: Raw -1063401.992679 + Penalty 3011.192364 = -1060390.800315
  nChanged 20
		SP:Iteration 42Q (3442.440000 sec): 3 clusters
  Score: Raw -1063404.914997 + Penalty 3011.192364 = -1060393.722633
  nChanged 26
		SP:Iteration 43Q (3442.460000 sec): 3 clusters
  Score: Raw -1063408.928314 + Penalty 3011.192364 = -1060397.735951
  nChanged 23
		SP:Iteration 44Q (3442.490000 sec): 3 clusters
  Score: Raw -1063412.298795 + Penalty 3011.192364 = -1060401.106432
  nChanged 28
		SP:Iteration 45Q (3442.510000 sec): 3 clusters
  Score: Raw -1063417.403192 + Penalty 3011.192364 = -1060406.210828
  nChanged 25
		SP:Iteration 46Q (3442.530000 sec): 3 clusters
  Score: Raw -1063420.554943 + Penalty 3011.192364 = -1060409.362580
  nChanged 18
		SP:Iteration 47Q (3442.560000 sec): 3 clusters
  Score: Raw -1063422.767574 + Penalty 3011.192364 = -1060411.575211
  nChanged 14
		SP:Iteration 48Q (3442.590000 sec): 3 clusters
  Score: Raw -1063424.311297 + Penalty 3011.192364 = -1060413.118933
  nChanged 16
		SP:Iteration 49Q (3442.610000 sec): 3 clusters
  Score: Raw -1063426.376820 + Penalty 3011.192364 = -1060415.184456
  nChanged 16
		SP:Iteration 50Q (3442.630000 sec): 3 clusters
  Score: Raw -1063428.965905 + Penalty 3011.192364 = -1060417.773541
  nChanged 14
		SP:Iteration 51Q (3442.660000 sec): 3 clusters
  Score: Raw -1063431.112452 + Penalty 3011.192364 = -1060419.920089
  nChanged 17
		SP:Iteration 52Q (3442.680000 sec): 3 clusters
  Score: Raw -1063433.888177 + Penalty 3011.192364 = -1060422.695813
  nChanged 19
		SP:Iteration 53Q (3442.710000 sec): 3 clusters
  Score: Raw -1063436.769237 + Penalty 3011.192364 = -1060425.576873
  nChanged 15
		SP:Iteration 54Q (3442.730000 sec): 3 clusters
  Score: Raw -1063439.096579 + Penalty 3011.192364 = -1060427.904215
  nChanged 17
		SP:Iteration 55Q (3442.760000 sec): 3 clusters
  Score: Raw -1063441.425111 + Penalty 3011.192364 = -1060430.232747
  nChanged 15
		SP:Iteration 56Q (3442.780000 sec): 3 clusters
  Score: Raw -1063442.966439 + Penalty 3011.192364 = -1060431.774075
  nChanged 14
		SP:Iteration 57Q (3442.810000 sec): 3 clusters
  Score: Raw -1063444.678870 + Penalty 3011.192364 = -1060433.486506
  nChanged 13
		SP:Iteration 58Q (3442.830000 sec): 3 clusters
  Score: Raw -1063446.043670 + Penalty 3011.192364 = -1060434.851306
  nChanged 11
		SP:Iteration 59Q (3442.860000 sec): 3 clusters
  Score: Raw -1063446.923558 + Penalty 3011.192364 = -1060435.731194
  nChanged 10
		SP:Iteration 60F (3442.890000 sec): 3 clusters
  Score: Raw -1063447.689410 + Penalty 3011.192364 = -1060436.497046
  nChanged 9
		SP:Iteration 61Q (3442.910000 sec): 3 clusters
  Score: Raw -1063448.712253 + Penalty 3011.192364 = -1060437.519889
  nChanged 13
		SP:Iteration 62Q (3442.930000 sec): 3 clusters
  Score: Raw -1063450.507194 + Penalty 3011.192364 = -1060439.314830
  nChanged 12
		SP:Iteration 63Q (3442.960000 sec): 3 clusters
  Score: Raw -1063451.969674 + Penalty 3011.192364 = -1060440.777310
  nChanged 13
		SP:Iteration 64Q (3442.980000 sec): 3 clusters
  Score: Raw -1063453.582974 + Penalty 3011.192364 = -1060442.390610
  nChanged 13
		SP:Iteration 65Q (3443.010000 sec): 3 clusters
  Score: Raw -1063454.853071 + Penalty 3011.192364 = -1060443.660707
  nChanged 11
		SP:Iteration 66Q (3443.030000 sec): 3 clusters
  Score: Raw -1063455.847138 + Penalty 3011.192364 = -1060444.654774
  nChanged 8
		SP:Iteration 67Q (3443.060000 sec): 3 clusters
  Score: Raw -1063456.661280 + Penalty 3011.192364 = -1060445.468916
  nChanged 9
		SP:Iteration 68Q (3443.080000 sec): 3 clusters
  Score: Raw -1063457.692185 + Penalty 3011.192364 = -1060446.499821
  nChanged 8
		SP:Iteration 69Q (3443.110000 sec): 3 clusters
  Score: Raw -1063458.217943 + Penalty 3011.192364 = -1060447.025579
  nChanged 6
		SP:Iteration 70Q (3443.130000 sec): 3 clusters
  Score: Raw -1063458.920143 + Penalty 3011.192364 = -1060447.727779
  nChanged 8
		SP:Iteration 71Q (3443.150000 sec): 3 clusters
  Score: Raw -1063459.754806 + Penalty 3011.192364 = -1060448.562442
  nChanged 9
		SP:Iteration 72Q (3443.180000 sec): 3 clusters
  Score: Raw -1063460.886713 + Penalty 3011.192364 = -1060449.694349
  nChanged 10
		SP:Iteration 73Q (3443.210000 sec): 3 clusters
  Score: Raw -1063461.594645 + Penalty 3011.192364 = -1060450.402281
  nChanged 6
		SP:Iteration 74Q (3443.230000 sec): 3 clusters
  Score: Raw -1063462.017414 + Penalty 3011.192364 = -1060450.825050
  nChanged 5
		SP:Iteration 75Q (3443.250000 sec): 3 clusters
  Score: Raw -1063462.698892 + Penalty 3011.192364 = -1060451.506528
  nChanged 10
		SP:Iteration 76Q (3443.280000 sec): 3 clusters
  Score: Raw -1063464.052139 + Penalty 3011.192364 = -1060452.859775
  nChanged 10
		SP:Iteration 77Q (3443.300000 sec): 3 clusters
  Score: Raw -1063465.060917 + Penalty 3011.192364 = -1060453.868553
  nChanged 8
		SP:Iteration 78Q (3443.330000 sec): 3 clusters
  Score: Raw -1063465.830207 + Penalty 3011.192364 = -1060454.637843
  nChanged 8
		SP:Iteration 79Q (3443.350000 sec): 3 clusters
  Score: Raw -1063466.669926 + Penalty 3011.192364 = -1060455.477562
  nChanged 4
		SP:Iteration 80F (3443.380000 sec): 3 clusters
  Score: Raw -1063467.252421 + Penalty 3011.192364 = -1060456.060057
  nChanged 14
		SP:Iteration 81Q (3443.410000 sec): 3 clusters
  Score: Raw -1063468.531037 + Penalty 3011.192364 = -1060457.338673
  nChanged 10
		SP:Iteration 82Q (3443.430000 sec): 3 clusters
  Score: Raw -1063469.602249 + Penalty 3011.192364 = -1060458.409885
  nChanged 11
		SP:Iteration 83Q (3443.450000 sec): 3 clusters
  Score: Raw -1063471.328445 + Penalty 3011.192364 = -1060460.136081
  nChanged 11
		SP:Iteration 84Q (3443.480000 sec): 3 clusters
  Score: Raw -1063472.666071 + Penalty 3011.192364 = -1060461.473707
  nChanged 9
		SP:Iteration 85Q (3443.510000 sec): 3 clusters
  Score: Raw -1063473.593773 + Penalty 3011.192364 = -1060462.401409
  nChanged 8
		SP:Iteration 86Q (3443.530000 sec): 3 clusters
  Score: Raw -1063474.500132 + Penalty 3011.192364 = -1060463.307768
  nChanged 12
		SP:Iteration 87Q (3443.560000 sec): 3 clusters
  Score: Raw -1063475.769631 + Penalty 3011.192364 = -1060464.577267
  nChanged 10
		SP:Iteration 88Q (3443.580000 sec): 3 clusters
  Score: Raw -1063476.686194 + Penalty 3011.192364 = -1060465.493830
  nChanged 9
		SP:Iteration 89Q (3443.610000 sec): 3 clusters
  Score: Raw -1063477.407079 + Penalty 3011.192364 = -1060466.214715
  nChanged 8
		SP:Iteration 90Q (3443.640000 sec): 3 clusters
  Score: Raw -1063477.943105 + Penalty 3011.192364 = -1060466.750742
  nChanged 6
		SP:Iteration 91Q (3443.660000 sec): 3 clusters
  Score: Raw -1063478.629802 + Penalty 3011.192364 = -1060467.437439
  nChanged 4
		SP:Iteration 92Q (3443.690000 sec): 3 clusters
  Score: Raw -1063479.011339 + Penalty 3011.192364 = -1060467.818975
  nChanged 1
		SP:Iteration 93Q (3443.710000 sec): 3 clusters
  Score: Raw -1063479.102485 + Penalty 3011.192364 = -1060467.910121
  nChanged 2
		SP:Iteration 94Q (3443.740000 sec): 3 clusters
  Score: Raw -1063479.222510 + Penalty 3011.192364 = -1060468.030146
  nChanged 2
		SP:Iteration 95Q (3443.760000 sec): 3 clusters
  Score: Raw -1063479.388311 + Penalty 3011.192364 = -1060468.195948
  nChanged 3
		SP:Iteration 96Q (3443.790000 sec): 3 clusters
  Score: Raw -1063479.810261 + Penalty 3011.192364 = -1060468.617897
  nChanged 2
		SP:Iteration 97Q (3443.810000 sec): 3 clusters
  Score: Raw -1063479.984565 + Penalty 3011.192364 = -1060468.792201
  nChanged 3
		SP:Iteration 98Q (3443.840000 sec): 3 clusters
  Score: Raw -1063480.285461 + Penalty 3011.192364 = -1060469.093097
  nChanged 5
		SP:Iteration 99Q (3443.860000 sec): 3 clusters
  Score: Raw -1063480.828024 + Penalty 3011.192364 = -1060469.635660
  nChanged 4
		SP:Iteration 100F (3443.890000 sec): 3 clusters
  Score: Raw -1063481.162483 + Penalty 3011.192364 = -1060469.970119
  nChanged 3
		SP:Iteration 101Q (3443.910000 sec): 3 clusters
  Score: Raw -1063481.564483 + Penalty 3011.192364 = -1060470.372119
  nChanged 3
		SP:Iteration 102Q (3443.940000 sec): 3 clusters
  Score: Raw -1063481.862909 + Penalty 3011.192364 = -1060470.670545
  nChanged 2
		SP:Iteration 103Q (3443.960000 sec): 3 clusters
  Score: Raw -1063481.962187 + Penalty 3011.192364 = -1060470.769823
  nChanged 2
		SP:Iteration 104Q (3443.990000 sec): 3 clusters
  Score: Raw -1063482.161257 + Penalty 3011.192364 = -1060470.968893
  nChanged 1
		SP:Iteration 105Q (3444.010000 sec): 3 clusters
  Score: Raw -1063482.220623 + Penalty 3011.192364 = -1060471.028259
  nChanged 1
		SP:Iteration 106Q (3444.040000 sec): 3 clusters
  Score: Raw -1063482.281450 + Penalty 3011.192364 = -1060471.089086
  nChanged 2
		SP:Iteration 107Q (3444.060000 sec): 3 clusters
  Score: Raw -1063482.611186 + Penalty 3011.192364 = -1060471.418822
  nChanged 8
		SP:Iteration 108Q (3444.090000 sec): 3 clusters
  Score: Raw -1063483.495446 + Penalty 3011.192364 = -1060472.303082
  nChanged 10
		SP:Iteration 109Q (3444.110000 sec): 3 clusters
  Score: Raw -1063484.354162 + Penalty 3011.192364 = -1060473.161799
  nChanged 6
		SP:Iteration 110Q (3444.140000 sec): 3 clusters
  Score: Raw -1063484.929578 + Penalty 3011.192364 = -1060473.737214
  nChanged 6
		SP:Iteration 111Q (3444.160000 sec): 3 clusters
  Score: Raw -1063485.367944 + Penalty 3011.192364 = -1060474.175580
  nChanged 2
		SP:Iteration 112Q (3444.190000 sec): 3 clusters
  Score: Raw -1063485.495047 + Penalty 3011.192364 = -1060474.302683
  nChanged 0
		SP:Iteration 113F (3444.210000 sec): 3 clusters
  Score: Raw -1063485.495047 + Penalty 3011.192364 = -1060474.302683
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 50 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3444.230000 sec): 2 clusters
  Score: Raw -183793.992429 + Penalty 1236.360852 = -182557.631577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3444.240000 sec): 3 clusters
  Score: Raw -182910.974576 + Penalty 2472.721704 = -180438.252871
  nChanged 725
		SP:Iteration 1F (3444.240000 sec): 3 clusters
  Score: Raw -183418.431769 + Penalty 2472.721704 = -180945.710065
  nChanged 175
		SP:Iteration 2F (3444.250000 sec): 3 clusters
  Score: Raw -183570.252561 + Penalty 2472.721704 = -181097.530857
  nChanged 110
		SP:Iteration 3F (3444.250000 sec): 3 clusters
  Score: Raw -183665.327506 + Penalty 2472.721704 = -181192.605801
  nChanged 80
		SP:Iteration 4Q (3444.260000 sec): 3 clusters
  Score: Raw -183730.477526 + Penalty 2472.721704 = -181257.755822
  nChanged 70
		SP:Iteration 5Q (3444.260000 sec): 3 clusters
  Score: Raw -183781.427879 + Penalty 2472.721704 = -181308.706175
  nChanged 47
		SP:Iteration 6Q (3444.270000 sec): 3 clusters
  Score: Raw -183821.500257 + Penalty 2472.721704 = -181348.778553
  nChanged 49
		SP:Iteration 7Q (3444.270000 sec): 3 clusters
  Score: Raw -183864.305998 + Penalty 2472.721704 = -181391.584294
  nChanged 39
		SP:Iteration 8Q (3444.280000 sec): 3 clusters
  Score: Raw -183898.578381 + Penalty 2472.721704 = -181425.856677
  nChanged 39
		SP:Iteration 9Q (3444.280000 sec): 3 clusters
  Score: Raw -183941.036596 + Penalty 2472.721704 = -181468.314891
  nChanged 49
		SP:Iteration 10Q (3444.290000 sec): 3 clusters
  Score: Raw -183991.176307 + Penalty 2472.721704 = -181518.454603
  nChanged 40
		SP:Iteration 11Q (3444.290000 sec): 3 clusters
  Score: Raw -184026.789187 + Penalty 2472.721704 = -181554.067483
  nChanged 40
		SP:Iteration 12Q (3444.300000 sec): 3 clusters
  Score: Raw -184058.360044 + Penalty 2472.721704 = -181585.638340
  nChanged 32
		SP:Iteration 13Q (3444.300000 sec): 3 clusters
  Score: Raw -184077.469244 + Penalty 2472.721704 = -181604.747540
  nChanged 17
		SP:Iteration 14Q (3444.310000 sec): 3 clusters
  Score: Raw -184086.707035 + Penalty 2472.721704 = -181613.985331
  nChanged 14
		SP:Iteration 15Q (3444.310000 sec): 3 clusters
  Score: Raw -184096.293306 + Penalty 2472.721704 = -181623.571602
  nChanged 11
		SP:Iteration 16Q (3444.320000 sec): 3 clusters
  Score: Raw -184102.094228 + Penalty 2472.721704 = -181629.372524
  nChanged 14
		SP:Iteration 17Q (3444.320000 sec): 3 clusters
  Score: Raw -184109.690592 + Penalty 2472.721704 = -181636.968887
  nChanged 12
		SP:Iteration 18Q (3444.330000 sec): 3 clusters
  Score: Raw -184114.417621 + Penalty 2472.721704 = -181641.695917
  nChanged 5
		SP:Iteration 19Q (3444.330000 sec): 3 clusters
  Score: Raw -184118.575299 + Penalty 2472.721704 = -181645.853595
  nChanged 2
		SP:Iteration 20F (3444.340000 sec): 3 clusters
  Score: Raw -184119.040700 + Penalty 2472.721704 = -181646.318996
  nChanged 1
		SP:Iteration 21Q (3444.340000 sec): 3 clusters
  Score: Raw -184119.675427 + Penalty 2472.721704 = -181646.953723
  nChanged 0
		SP:Iteration 22F (3444.350000 sec): 3 clusters
  Score: Raw -184119.675427 + Penalty 2472.721704 = -181646.953723
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 51 (20203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3444.410000 sec): 2 clusters
  Score: Raw -2013555.154584 + Penalty 1610.957788 = -2011944.196796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3444.470000 sec): 3 clusters
  Score: Raw -2001437.239456 + Penalty 3221.915576 = -1998215.323880
  nChanged 9092
		SP:Iteration 1F (3444.520000 sec): 3 clusters
  Score: Raw -2006217.327023 + Penalty 3221.915576 = -2002995.411447
  nChanged 936
		SP:Iteration 2Q (3444.570000 sec): 3 clusters
  Score: Raw -2006531.563603 + Penalty 3221.915576 = -2003309.648027
  nChanged 901
		SP:Iteration 3Q (3444.630000 sec): 3 clusters
  Score: Raw -2006866.097151 + Penalty 3221.915576 = -2003644.181575
  nChanged 951
		SP:Iteration 4Q (3444.690000 sec): 3 clusters
  Score: Raw -2007312.515099 + Penalty 3221.915576 = -2004090.599523
  nChanged 1233
		SP:Iteration 5F (3444.740000 sec): 3 clusters
  Score: Raw -2008046.581726 + Penalty 3221.915576 = -2004824.666150
  nChanged 1527
		SP:Iteration 6F (3444.800000 sec): 3 clusters
  Score: Raw -2009205.015509 + Penalty 3221.915576 = -2005983.099933
  nChanged 1679
		SP:Iteration 7F (3444.850000 sec): 3 clusters
  Score: Raw -2010678.258552 + Penalty 3221.915576 = -2007456.342976
  nChanged 1438
		SP:Iteration 8F (3444.910000 sec): 3 clusters
  Score: Raw -2012062.977195 + Penalty 3221.915576 = -2008841.061620
  nChanged 910
		SP:Iteration 9Q (3444.970000 sec): 3 clusters
  Score: Raw -2012942.833440 + Penalty 3221.915576 = -2009720.917864
  nChanged 464
		SP:Iteration 10Q (3445.020000 sec): 3 clusters
  Score: Raw -2013407.007222 + Penalty 3221.915576 = -2010185.091646
  nChanged 222
		SP:Iteration 11Q (3445.070000 sec): 3 clusters
  Score: Raw -2013631.881061 + Penalty 3221.915576 = -2010409.965485
  nChanged 91
		SP:Iteration 12Q (3445.110000 sec): 3 clusters
  Score: Raw -2013726.075625 + Penalty 3221.915576 = -2010504.160049
  nChanged 44
		SP:Iteration 13Q (3445.150000 sec): 3 clusters
  Score: Raw -2013777.096127 + Penalty 3221.915576 = -2010555.180551
  nChanged 23
		SP:Iteration 14Q (3445.200000 sec): 3 clusters
  Score: Raw -2013801.548323 + Penalty 3221.915576 = -2010579.632747
  nChanged 20
		SP:Iteration 15Q (3445.240000 sec): 3 clusters
  Score: Raw -2013823.938677 + Penalty 3221.915576 = -2010602.023101
  nChanged 14
		SP:Iteration 16Q (3445.280000 sec): 3 clusters
  Score: Raw -2013833.458447 + Penalty 3221.915576 = -2010611.542871
  nChanged 6
		SP:Iteration 17Q (3445.320000 sec): 3 clusters
  Score: Raw -2013839.897382 + Penalty 3221.915576 = -2010617.981807
  nChanged 6
		SP:Iteration 18Q (3445.360000 sec): 3 clusters
  Score: Raw -2013848.159003 + Penalty 3221.915576 = -2010626.243427
  nChanged 7
		SP:Iteration 19Q (3445.400000 sec): 3 clusters
  Score: Raw -2013856.534023 + Penalty 3221.915576 = -2010634.618447
  nChanged 6
		SP:Iteration 20F (3445.450000 sec): 3 clusters
  Score: Raw -2013862.526151 + Penalty 3221.915576 = -2010640.610575
  nChanged 2
		SP:Iteration 21Q (3445.490000 sec): 3 clusters
  Score: Raw -2013864.018970 + Penalty 3221.915576 = -2010642.103394
  nChanged 1
		SP:Iteration 22Q (3445.530000 sec): 3 clusters
  Score: Raw -2013865.064820 + Penalty 3221.915576 = -2010643.149244
  nChanged 0
		SP:Iteration 23F (3445.590000 sec): 3 clusters
  Score: Raw -2013865.064820 + Penalty 3221.915576 = -2010643.149244
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 52 (814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3445.610000 sec): 2 clusters
  Score: Raw -75242.691198 + Penalty 1089.068559 = -74153.622639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3445.610000 sec): 3 clusters
  Score: Raw -75166.526228 + Penalty 2178.137119 = -72988.389109
  nChanged 217
		SP:Iteration 1F (3445.610000 sec): 3 clusters
  Score: Raw -75436.254702 + Penalty 2178.137119 = -73258.117583
  nChanged 49
		SP:Iteration 2F (3445.610000 sec): 3 clusters
  Score: Raw -75494.216145 + Penalty 2178.137119 = -73316.079026
  nChanged 29
		SP:Iteration 3Q (3445.610000 sec): 3 clusters
  Score: Raw -75541.044341 + Penalty 2178.137119 = -73362.907222
  nChanged 18
		SP:Iteration 4Q (3445.620000 sec): 3 clusters
  Score: Raw -75576.017220 + Penalty 2178.137119 = -73397.880101
  nChanged 18
		SP:Iteration 5Q (3445.620000 sec): 3 clusters
  Score: Raw -75606.565998 + Penalty 2178.137119 = -73428.428879
  nChanged 12
		SP:Iteration 6Q (3445.620000 sec): 3 clusters
  Score: Raw -75615.747277 + Penalty 2178.137119 = -73437.610158
  nChanged 7
		SP:Iteration 7Q (3445.620000 sec): 3 clusters
  Score: Raw -75621.789146 + Penalty 2178.137119 = -73443.652027
  nChanged 4
		SP:Iteration 8Q (3445.630000 sec): 3 clusters
  Score: Raw -75625.391218 + Penalty 2178.137119 = -73447.254099
  nChanged 4
		SP:Iteration 9Q (3445.630000 sec): 3 clusters
  Score: Raw -75627.946686 + Penalty 2178.137119 = -73449.809568
  nChanged 2
		SP:Iteration 10Q (3445.630000 sec): 3 clusters
  Score: Raw -75630.539896 + Penalty 2178.137119 = -73452.402777
  nChanged 2
		SP:Iteration 11Q (3445.630000 sec): 3 clusters
  Score: Raw -75631.903599 + Penalty 2178.137119 = -73453.766480
  nChanged 0
		SP:Iteration 12F (3445.630000 sec): 3 clusters
  Score: Raw -75631.903599 + Penalty 2178.137119 = -73453.766480
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 53 (2822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3445.650000 sec): 2 clusters
  Score: Raw -287623.639457 + Penalty 1291.095184 = -286332.544273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3445.650000 sec): 3 clusters
  Score: Raw -286311.788655 + Penalty 2582.190368 = -283729.598287
  nChanged 1022
		SP:Iteration 1F (3445.660000 sec): 3 clusters
  Score: Raw -286935.961238 + Penalty 2582.190368 = -284353.770870
  nChanged 196
		SP:Iteration 2F (3445.670000 sec): 3 clusters
  Score: Raw -287077.373716 + Penalty 2582.190368 = -284495.183348
  nChanged 148
		SP:Iteration 3F (3445.670000 sec): 3 clusters
  Score: Raw -287193.819845 + Penalty 2582.190368 = -284611.629477
  nChanged 126
		SP:Iteration 4Q (3445.680000 sec): 3 clusters
  Score: Raw -287287.116003 + Penalty 2582.190368 = -284704.925635
  nChanged 108
		SP:Iteration 5Q (3445.690000 sec): 3 clusters
  Score: Raw -287370.275475 + Penalty 2582.190368 = -284788.085107
  nChanged 101
		SP:Iteration 6Q (3445.690000 sec): 3 clusters
  Score: Raw -287459.879209 + Penalty 2582.190368 = -284877.688841
  nChanged 109
		SP:Iteration 7Q (3445.700000 sec): 3 clusters
  Score: Raw -287567.275854 + Penalty 2582.190368 = -284985.085486
  nChanged 124
		SP:Iteration 8Q (3445.710000 sec): 3 clusters
  Score: Raw -287680.194364 + Penalty 2582.190368 = -285098.003996
  nChanged 124
		SP:Iteration 9Q (3445.720000 sec): 3 clusters
  Score: Raw -287797.809835 + Penalty 2582.190368 = -285215.619467
  nChanged 114
		SP:Iteration 10Q (3445.720000 sec): 3 clusters
  Score: Raw -287897.382470 + Penalty 2582.190368 = -285315.192102
  nChanged 107
		SP:Iteration 11Q (3445.730000 sec): 3 clusters
  Score: Raw -288010.148948 + Penalty 2582.190368 = -285427.958580
  nChanged 97
		SP:Iteration 12Q (3445.740000 sec): 3 clusters
  Score: Raw -288105.516225 + Penalty 2582.190368 = -285523.325857
  nChanged 85
		SP:Iteration 13Q (3445.740000 sec): 3 clusters
  Score: Raw -288196.723710 + Penalty 2582.190368 = -285614.533342
  nChanged 68
		SP:Iteration 14Q (3445.750000 sec): 3 clusters
  Score: Raw -288268.774085 + Penalty 2582.190368 = -285686.583717
  nChanged 44
		SP:Iteration 15Q (3445.760000 sec): 3 clusters
  Score: Raw -288315.277070 + Penalty 2582.190368 = -285733.086702
  nChanged 31
		SP:Iteration 16Q (3445.760000 sec): 3 clusters
  Score: Raw -288339.209787 + Penalty 2582.190368 = -285757.019419
  nChanged 25
		SP:Iteration 17Q (3445.770000 sec): 3 clusters
  Score: Raw -288359.170429 + Penalty 2582.190368 = -285776.980061
  nChanged 24
		SP:Iteration 18Q (3445.780000 sec): 3 clusters
  Score: Raw -288371.871543 + Penalty 2582.190368 = -285789.681175
  nChanged 10
		SP:Iteration 19Q (3445.780000 sec): 3 clusters
  Score: Raw -288376.403720 + Penalty 2582.190368 = -285794.213352
  nChanged 5
		SP:Iteration 20F (3445.790000 sec): 3 clusters
  Score: Raw -288378.083556 + Penalty 2582.190368 = -285795.893188
  nChanged 1
		SP:Iteration 21Q (3445.790000 sec): 3 clusters
  Score: Raw -288378.317944 + Penalty 2582.190368 = -285796.127576
  nChanged 0
		SP:Iteration 22F (3445.800000 sec): 3 clusters
  Score: Raw -288378.317944 + Penalty 2582.190368 = -285796.127576
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 54 (9467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3445.840000 sec): 2 clusters
  Score: Raw -975917.164693 + Penalty 1487.779694 = -974429.384999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3445.860000 sec): 3 clusters
  Score: Raw -970602.553986 + Penalty 2975.559387 = -967626.994599
  nChanged 4044
		SP:Iteration 1F (3445.890000 sec): 3 clusters
  Score: Raw -973145.208072 + Penalty 2975.559387 = -970169.648684
  nChanged 750
		SP:Iteration 2F (3445.910000 sec): 3 clusters
  Score: Raw -973618.311023 + Penalty 2975.559387 = -970642.751636
  nChanged 657
		SP:Iteration 3F (3445.940000 sec): 3 clusters
  Score: Raw -974086.392793 + Penalty 2975.559387 = -971110.833406
  nChanged 624
		SP:Iteration 4F (3445.960000 sec): 3 clusters
  Score: Raw -974524.092967 + Penalty 2975.559387 = -971548.533580
  nChanged 588
		SP:Iteration 5F (3445.990000 sec): 3 clusters
  Score: Raw -974912.735602 + Penalty 2975.559387 = -971937.176214
  nChanged 491
		SP:Iteration 6F (3446.010000 sec): 3 clusters
  Score: Raw -975228.198584 + Penalty 2975.559387 = -972252.639197
  nChanged 394
		SP:Iteration 7Q (3446.040000 sec): 3 clusters
  Score: Raw -975451.347600 + Penalty 2975.559387 = -972475.788213
  nChanged 301
		SP:Iteration 8Q (3446.060000 sec): 3 clusters
  Score: Raw -975603.066301 + Penalty 2975.559387 = -972627.506913
  nChanged 229
		SP:Iteration 9Q (3446.090000 sec): 3 clusters
  Score: Raw -975708.231435 + Penalty 2975.559387 = -972732.672047
  nChanged 157
		SP:Iteration 10Q (3446.110000 sec): 3 clusters
  Score: Raw -975772.043203 + Penalty 2975.559387 = -972796.483815
  nChanged 111
		SP:Iteration 11Q (3446.140000 sec): 3 clusters
  Score: Raw -975814.642733 + Penalty 2975.559387 = -972839.083346
  nChanged 81
		SP:Iteration 12Q (3446.160000 sec): 3 clusters
  Score: Raw -975844.915157 + Penalty 2975.559387 = -972869.355769
  nChanged 70
		SP:Iteration 13Q (3446.190000 sec): 3 clusters
  Score: Raw -975866.967758 + Penalty 2975.559387 = -972891.408370
  nChanged 58
		SP:Iteration 14Q (3446.210000 sec): 3 clusters
  Score: Raw -975887.425868 + Penalty 2975.559387 = -972911.866480
  nChanged 49
		SP:Iteration 15Q (3446.240000 sec): 3 clusters
  Score: Raw -975905.403421 + Penalty 2975.559387 = -972929.844033
  nChanged 48
		SP:Iteration 16Q (3446.260000 sec): 3 clusters
  Score: Raw -975922.584316 + Penalty 2975.559387 = -972947.024928
  nChanged 42
		SP:Iteration 17Q (3446.290000 sec): 3 clusters
  Score: Raw -975938.428382 + Penalty 2975.559387 = -972962.868994
  nChanged 37
		SP:Iteration 18Q (3446.310000 sec): 3 clusters
  Score: Raw -975951.998085 + Penalty 2975.559387 = -972976.438698
  nChanged 31
		SP:Iteration 19Q (3446.330000 sec): 3 clusters
  Score: Raw -975962.162893 + Penalty 2975.559387 = -972986.603505
  nChanged 30
		SP:Iteration 20F (3446.360000 sec): 3 clusters
  Score: Raw -975971.366962 + Penalty 2975.559387 = -972995.807575
  nChanged 27
		SP:Iteration 21Q (3446.390000 sec): 3 clusters
  Score: Raw -975980.801160 + Penalty 2975.559387 = -973005.241772
  nChanged 21
		SP:Iteration 22Q (3446.410000 sec): 3 clusters
  Score: Raw -975987.582909 + Penalty 2975.559387 = -973012.023522
  nChanged 19
		SP:Iteration 23Q (3446.440000 sec): 3 clusters
  Score: Raw -975993.355931 + Penalty 2975.559387 = -973017.796543
  nChanged 13
		SP:Iteration 24Q (3446.460000 sec): 3 clusters
  Score: Raw -975995.997018 + Penalty 2975.559387 = -973020.437630
  nChanged 11
		SP:Iteration 25Q (3446.490000 sec): 3 clusters
  Score: Raw -975998.771810 + Penalty 2975.559387 = -973023.212423
  nChanged 8
		SP:Iteration 26Q (3446.510000 sec): 3 clusters
  Score: Raw -976001.265420 + Penalty 2975.559387 = -973025.706032
  nChanged 7
		SP:Iteration 27Q (3446.540000 sec): 3 clusters
  Score: Raw -976003.496930 + Penalty 2975.559387 = -973027.937543
  nChanged 11
		SP:Iteration 28Q (3446.560000 sec): 3 clusters
  Score: Raw -976006.594851 + Penalty 2975.559387 = -973031.035463
  nChanged 13
		SP:Iteration 29Q (3446.590000 sec): 3 clusters
  Score: Raw -976009.804867 + Penalty 2975.559387 = -973034.245480
  nChanged 11
		SP:Iteration 30Q (3446.610000 sec): 3 clusters
  Score: Raw -976012.431542 + Penalty 2975.559387 = -973036.872154
  nChanged 11
		SP:Iteration 31Q (3446.640000 sec): 3 clusters
  Score: Raw -976015.682302 + Penalty 2975.559387 = -973040.122915
  nChanged 17
		SP:Iteration 32Q (3446.660000 sec): 3 clusters
  Score: Raw -976021.767756 + Penalty 2975.559387 = -973046.208368
  nChanged 19
		SP:Iteration 33Q (3446.690000 sec): 3 clusters
  Score: Raw -976028.064849 + Penalty 2975.559387 = -973052.505462
  nChanged 19
		SP:Iteration 34Q (3446.720000 sec): 3 clusters
  Score: Raw -976035.514024 + Penalty 2975.559387 = -973059.954636
  nChanged 17
		SP:Iteration 35Q (3446.740000 sec): 3 clusters
  Score: Raw -976042.264417 + Penalty 2975.559387 = -973066.705029
  nChanged 19
		SP:Iteration 36Q (3446.770000 sec): 3 clusters
  Score: Raw -976050.638657 + Penalty 2975.559387 = -973075.079269
  nChanged 17
		SP:Iteration 37Q (3446.790000 sec): 3 clusters
  Score: Raw -976056.260558 + Penalty 2975.559387 = -973080.701170
  nChanged 14
		SP:Iteration 38Q (3446.810000 sec): 3 clusters
  Score: Raw -976060.745587 + Penalty 2975.559387 = -973085.186200
  nChanged 19
		SP:Iteration 39Q (3446.840000 sec): 3 clusters
  Score: Raw -976067.401830 + Penalty 2975.559387 = -973091.842443
  nChanged 18
		SP:Iteration 40F (3446.870000 sec): 3 clusters
  Score: Raw -976076.530251 + Penalty 2975.559387 = -973100.970864
  nChanged 21
		SP:Iteration 41Q (3446.890000 sec): 3 clusters
  Score: Raw -976086.634383 + Penalty 2975.559387 = -973111.074996
  nChanged 17
		SP:Iteration 42Q (3446.910000 sec): 3 clusters
  Score: Raw -976094.498891 + Penalty 2975.559387 = -973118.939503
  nChanged 17
		SP:Iteration 43Q (3446.940000 sec): 3 clusters
  Score: Raw -976101.362614 + Penalty 2975.559387 = -973125.803226
  nChanged 14
		SP:Iteration 44Q (3446.960000 sec): 3 clusters
  Score: Raw -976106.664286 + Penalty 2975.559387 = -973131.104898
  nChanged 12
		SP:Iteration 45Q (3446.990000 sec): 3 clusters
  Score: Raw -976112.771850 + Penalty 2975.559387 = -973137.212462
  nChanged 11
		SP:Iteration 46Q (3447.010000 sec): 3 clusters
  Score: Raw -976118.542313 + Penalty 2975.559387 = -973142.982925
  nChanged 14
		SP:Iteration 47Q (3447.030000 sec): 3 clusters
  Score: Raw -976123.255984 + Penalty 2975.559387 = -973147.696596
  nChanged 11
		SP:Iteration 48Q (3447.050000 sec): 3 clusters
  Score: Raw -976127.658759 + Penalty 2975.559387 = -973152.099371
  nChanged 14
		SP:Iteration 49Q (3447.080000 sec): 3 clusters
  Score: Raw -976133.658592 + Penalty 2975.559387 = -973158.099204
  nChanged 18
		SP:Iteration 50Q (3447.100000 sec): 3 clusters
  Score: Raw -976144.975117 + Penalty 2975.559387 = -973169.415729
  nChanged 24
		SP:Iteration 51Q (3447.130000 sec): 3 clusters
  Score: Raw -976159.851575 + Penalty 2975.559387 = -973184.292188
  nChanged 32
		SP:Iteration 52Q (3447.150000 sec): 3 clusters
  Score: Raw -976178.102096 + Penalty 2975.559387 = -973202.542708
  nChanged 16
		SP:Iteration 53Q (3447.170000 sec): 3 clusters
  Score: Raw -976187.632917 + Penalty 2975.559387 = -973212.073529
  nChanged 17
		SP:Iteration 54Q (3447.190000 sec): 3 clusters
  Score: Raw -976195.178382 + Penalty 2975.559387 = -973219.618994
  nChanged 19
		SP:Iteration 55Q (3447.210000 sec): 3 clusters
  Score: Raw -976202.188490 + Penalty 2975.559387 = -973226.629103
  nChanged 9
		SP:Iteration 56Q (3447.240000 sec): 3 clusters
  Score: Raw -976206.490734 + Penalty 2975.559387 = -973230.931347
  nChanged 8
		SP:Iteration 57Q (3447.260000 sec): 3 clusters
  Score: Raw -976210.305265 + Penalty 2975.559387 = -973234.745878
  nChanged 5
		SP:Iteration 58Q (3447.280000 sec): 3 clusters
  Score: Raw -976212.031415 + Penalty 2975.559387 = -973236.472028
  nChanged 4
		SP:Iteration 59Q (3447.300000 sec): 3 clusters
  Score: Raw -976213.448753 + Penalty 2975.559387 = -973237.889365
  nChanged 4
		SP:Iteration 60F (3447.330000 sec): 3 clusters
  Score: Raw -976215.636396 + Penalty 2975.559387 = -973240.077009
  nChanged 5
		SP:Iteration 61Q (3447.350000 sec): 3 clusters
  Score: Raw -976220.222301 + Penalty 2975.559387 = -973244.662914
  nChanged 9
		SP:Iteration 62Q (3447.370000 sec): 3 clusters
  Score: Raw -976224.876262 + Penalty 2975.559387 = -973249.316875
  nChanged 7
		SP:Iteration 63Q (3447.390000 sec): 3 clusters
  Score: Raw -976227.443164 + Penalty 2975.559387 = -973251.883776
  nChanged 4
		SP:Iteration 64Q (3447.410000 sec): 3 clusters
  Score: Raw -976229.318071 + Penalty 2975.559387 = -973253.758684
  nChanged 5
		SP:Iteration 65Q (3447.440000 sec): 3 clusters
  Score: Raw -976230.990887 + Penalty 2975.559387 = -973255.431500
  nChanged 2
		SP:Iteration 66Q (3447.460000 sec): 3 clusters
  Score: Raw -976231.800851 + Penalty 2975.559387 = -973256.241463
  nChanged 0
		SP:Iteration 67F (3447.480000 sec): 3 clusters
  Score: Raw -976231.800851 + Penalty 2975.559387 = -973256.241463
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 55 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3447.490000 sec): 2 clusters
  Score: Raw -155528.179479 + Penalty 1209.500236 = -154318.679243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3447.490000 sec): 3 clusters
  Score: Raw -154863.373479 + Penalty 2419.000472 = -152444.373007
  nChanged 596
		SP:Iteration 1F (3447.500000 sec): 3 clusters
  Score: Raw -155309.788056 + Penalty 2419.000472 = -152890.787584
  nChanged 151
		SP:Iteration 2F (3447.510000 sec): 3 clusters
  Score: Raw -155456.418627 + Penalty 2419.000472 = -153037.418156
  nChanged 101
		SP:Iteration 3F (3447.510000 sec): 3 clusters
  Score: Raw -155552.573717 + Penalty 2419.000472 = -153133.573245
  nChanged 67
		SP:Iteration 4Q (3447.510000 sec): 3 clusters
  Score: Raw -155609.857808 + Penalty 2419.000472 = -153190.857336
  nChanged 58
		SP:Iteration 5Q (3447.520000 sec): 3 clusters
  Score: Raw -155662.462484 + Penalty 2419.000472 = -153243.462012
  nChanged 60
		SP:Iteration 6Q (3447.520000 sec): 3 clusters
  Score: Raw -155713.058018 + Penalty 2419.000472 = -153294.057546
  nChanged 61
		SP:Iteration 7Q (3447.530000 sec): 3 clusters
  Score: Raw -155774.701409 + Penalty 2419.000472 = -153355.700937
  nChanged 51
		SP:Iteration 8Q (3447.530000 sec): 3 clusters
  Score: Raw -155826.773738 + Penalty 2419.000472 = -153407.773267
  nChanged 45
		SP:Iteration 9Q (3447.530000 sec): 3 clusters
  Score: Raw -155866.768675 + Penalty 2419.000472 = -153447.768203
  nChanged 36
		SP:Iteration 10Q (3447.540000 sec): 3 clusters
  Score: Raw -155896.974672 + Penalty 2419.000472 = -153477.974200
  nChanged 31
		SP:Iteration 11Q (3447.540000 sec): 3 clusters
  Score: Raw -155920.385150 + Penalty 2419.000472 = -153501.384678
  nChanged 20
		SP:Iteration 12Q (3447.550000 sec): 3 clusters
  Score: Raw -155938.071307 + Penalty 2419.000472 = -153519.070836
  nChanged 16
		SP:Iteration 13Q (3447.550000 sec): 3 clusters
  Score: Raw -155950.963503 + Penalty 2419.000472 = -153531.963032
  nChanged 17
		SP:Iteration 14Q (3447.550000 sec): 3 clusters
  Score: Raw -155962.455603 + Penalty 2419.000472 = -153543.455131
  nChanged 7
		SP:Iteration 15Q (3447.560000 sec): 3 clusters
  Score: Raw -155967.162988 + Penalty 2419.000472 = -153548.162516
  nChanged 7
		SP:Iteration 16Q (3447.560000 sec): 3 clusters
  Score: Raw -155970.683528 + Penalty 2419.000472 = -153551.683056
  nChanged 4
		SP:Iteration 17Q (3447.570000 sec): 3 clusters
  Score: Raw -155972.556902 + Penalty 2419.000472 = -153553.556431
  nChanged 3
		SP:Iteration 18Q (3447.570000 sec): 3 clusters
  Score: Raw -155974.876669 + Penalty 2419.000472 = -153555.876197
  nChanged 2
		SP:Iteration 19Q (3447.570000 sec): 3 clusters
  Score: Raw -155975.662624 + Penalty 2419.000472 = -153556.662152
  nChanged 1
		SP:Iteration 20F (3447.580000 sec): 3 clusters
  Score: Raw -155976.061938 + Penalty 2419.000472 = -153557.061466
  nChanged 3
		SP:Iteration 21Q (3447.580000 sec): 3 clusters
  Score: Raw -155979.230903 + Penalty 2419.000472 = -153560.230432
  nChanged 3
		SP:Iteration 22Q (3447.590000 sec): 3 clusters
  Score: Raw -155981.988319 + Penalty 2419.000472 = -153562.987848
  nChanged 3
		SP:Iteration 23Q (3447.590000 sec): 3 clusters
  Score: Raw -155984.788960 + Penalty 2419.000472 = -153565.788488
  nChanged 2
		SP:Iteration 24Q (3447.600000 sec): 3 clusters
  Score: Raw -155985.359786 + Penalty 2419.000472 = -153566.359315
  nChanged 1
		SP:Iteration 25Q (3447.600000 sec): 3 clusters
  Score: Raw -155986.005943 + Penalty 2419.000472 = -153567.005471
  nChanged 0
		SP:Iteration 26F (3447.610000 sec): 3 clusters
  Score: Raw -155986.005943 + Penalty 2419.000472 = -153567.005471
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 56 (1242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3447.610000 sec): 2 clusters
  Score: Raw -128976.474713 + Penalty 1157.727718 = -127818.746995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3447.610000 sec): 3 clusters
  Score: Raw -128504.082679 + Penalty 2315.455435 = -126188.627244
  nChanged 410
		SP:Iteration 1F (3447.620000 sec): 3 clusters
  Score: Raw -128814.443109 + Penalty 2315.455435 = -126498.987674
  nChanged 89
		SP:Iteration 2F (3447.620000 sec): 3 clusters
  Score: Raw -128900.138859 + Penalty 2315.455435 = -126584.683424
  nChanged 46
		SP:Iteration 3Q (3447.630000 sec): 3 clusters
  Score: Raw -128939.442778 + Penalty 2315.455435 = -126623.987343
  nChanged 23
		SP:Iteration 4Q (3447.630000 sec): 3 clusters
  Score: Raw -128959.548767 + Penalty 2315.455435 = -126644.093332
  nChanged 17
		SP:Iteration 5Q (3447.630000 sec): 3 clusters
  Score: Raw -128975.457159 + Penalty 2315.455435 = -126660.001724
  nChanged 15
		SP:Iteration 6Q (3447.630000 sec): 3 clusters
  Score: Raw -128988.471780 + Penalty 2315.455435 = -126673.016345
  nChanged 15
		SP:Iteration 7Q (3447.640000 sec): 3 clusters
  Score: Raw -128999.289546 + Penalty 2315.455435 = -126683.834111
  nChanged 15
		SP:Iteration 8Q (3447.640000 sec): 3 clusters
  Score: Raw -129008.880635 + Penalty 2315.455435 = -126693.425199
  nChanged 11
		SP:Iteration 9Q (3447.650000 sec): 3 clusters
  Score: Raw -129014.981614 + Penalty 2315.455435 = -126699.526178
  nChanged 3
		SP:Iteration 10Q (3447.650000 sec): 3 clusters
  Score: Raw -129017.049121 + Penalty 2315.455435 = -126701.593686
  nChanged 6
		SP:Iteration 11Q (3447.650000 sec): 3 clusters
  Score: Raw -129021.106506 + Penalty 2315.455435 = -126705.651071
  nChanged 3
		SP:Iteration 12Q (3447.650000 sec): 3 clusters
  Score: Raw -129022.957237 + Penalty 2315.455435 = -126707.501801
  nChanged 4
		SP:Iteration 13Q (3447.660000 sec): 3 clusters
  Score: Raw -129024.800312 + Penalty 2315.455435 = -126709.344877
  nChanged 1
		SP:Iteration 14Q (3447.660000 sec): 3 clusters
  Score: Raw -129025.983030 + Penalty 2315.455435 = -126710.527595
  nChanged 1
		SP:Iteration 15Q (3447.660000 sec): 3 clusters
  Score: Raw -129027.087401 + Penalty 2315.455435 = -126711.631966
  nChanged 0
		SP:Iteration 16F (3447.670000 sec): 3 clusters
  Score: Raw -129027.087401 + Penalty 2315.455435 = -126711.631966
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 57 (1834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3447.670000 sec): 2 clusters
  Score: Raw -146372.522991 + Penalty 1221.066381 = -145151.456610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3447.680000 sec): 3 clusters
  Score: Raw -145657.617811 + Penalty 2442.132762 = -143215.485049
  nChanged 683
		SP:Iteration 1F (3447.680000 sec): 3 clusters
  Score: Raw -146222.016686 + Penalty 2442.132762 = -143779.883923
  nChanged 191
		SP:Iteration 2F (3447.690000 sec): 3 clusters
  Score: Raw -146413.315513 + Penalty 2442.132762 = -143971.182751
  nChanged 121
		SP:Iteration 3F (3447.690000 sec): 3 clusters
  Score: Raw -146553.180628 + Penalty 2442.132762 = -144111.047866
  nChanged 90
		SP:Iteration 4Q (3447.700000 sec): 3 clusters
  Score: Raw -146649.408103 + Penalty 2442.132762 = -144207.275341
  nChanged 71
		SP:Iteration 5Q (3447.700000 sec): 3 clusters
  Score: Raw -146723.736087 + Penalty 2442.132762 = -144281.603325
  nChanged 67
		SP:Iteration 6Q (3447.710000 sec): 3 clusters
  Score: Raw -146796.808030 + Penalty 2442.132762 = -144354.675268
  nChanged 44
		SP:Iteration 7Q (3447.710000 sec): 3 clusters
  Score: Raw -146842.126425 + Penalty 2442.132762 = -144399.993663
  nChanged 38
		SP:Iteration 8Q (3447.720000 sec): 3 clusters
  Score: Raw -146877.436776 + Penalty 2442.132762 = -144435.304013
  nChanged 23
		SP:Iteration 9Q (3447.720000 sec): 3 clusters
  Score: Raw -146891.989032 + Penalty 2442.132762 = -144449.856270
  nChanged 24
		SP:Iteration 10Q (3447.730000 sec): 3 clusters
  Score: Raw -146907.446384 + Penalty 2442.132762 = -144465.313621
  nChanged 13
		SP:Iteration 11Q (3447.730000 sec): 3 clusters
  Score: Raw -146915.072022 + Penalty 2442.132762 = -144472.939260
  nChanged 8
		SP:Iteration 12Q (3447.730000 sec): 3 clusters
  Score: Raw -146919.085848 + Penalty 2442.132762 = -144476.953086
  nChanged 9
		SP:Iteration 13Q (3447.740000 sec): 3 clusters
  Score: Raw -146923.841809 + Penalty 2442.132762 = -144481.709047
  nChanged 8
		SP:Iteration 14Q (3447.740000 sec): 3 clusters
  Score: Raw -146928.207678 + Penalty 2442.132762 = -144486.074915
  nChanged 7
		SP:Iteration 15Q (3447.750000 sec): 3 clusters
  Score: Raw -146931.695615 + Penalty 2442.132762 = -144489.562852
  nChanged 4
		SP:Iteration 16Q (3447.750000 sec): 3 clusters
  Score: Raw -146934.062788 + Penalty 2442.132762 = -144491.930026
  nChanged 5
		SP:Iteration 17Q (3447.750000 sec): 3 clusters
  Score: Raw -146938.672366 + Penalty 2442.132762 = -144496.539604
  nChanged 4
		SP:Iteration 18Q (3447.760000 sec): 3 clusters
  Score: Raw -146940.470247 + Penalty 2442.132762 = -144498.337484
  nChanged 4
		SP:Iteration 19Q (3447.760000 sec): 3 clusters
  Score: Raw -146942.370420 + Penalty 2442.132762 = -144500.237658
  nChanged 5
		SP:Iteration 20F (3447.770000 sec): 3 clusters
  Score: Raw -146945.104406 + Penalty 2442.132762 = -144502.971643
  nChanged 4
		SP:Iteration 21Q (3447.770000 sec): 3 clusters
  Score: Raw -146947.145634 + Penalty 2442.132762 = -144505.012871
  nChanged 5
		SP:Iteration 22Q (3447.770000 sec): 3 clusters
  Score: Raw -146950.582860 + Penalty 2442.132762 = -144508.450098
  nChanged 5
		SP:Iteration 23Q (3447.780000 sec): 3 clusters
  Score: Raw -146953.008500 + Penalty 2442.132762 = -144510.875738
  nChanged 2
		SP:Iteration 24Q (3447.780000 sec): 3 clusters
  Score: Raw -146954.067367 + Penalty 2442.132762 = -144511.934605
  nChanged 2
		SP:Iteration 25Q (3447.790000 sec): 3 clusters
  Score: Raw -146955.112304 + Penalty 2442.132762 = -144512.979542
  nChanged 4
		SP:Iteration 26Q (3447.790000 sec): 3 clusters
  Score: Raw -146958.527746 + Penalty 2442.132762 = -144516.394984
  nChanged 4
		SP:Iteration 27Q (3447.800000 sec): 3 clusters
  Score: Raw -146960.452617 + Penalty 2442.132762 = -144518.319855
  nChanged 5
		SP:Iteration 28Q (3447.810000 sec): 3 clusters
  Score: Raw -146963.153715 + Penalty 2442.132762 = -144521.020953
  nChanged 3
		SP:Iteration 29Q (3447.810000 sec): 3 clusters
  Score: Raw -146965.181428 + Penalty 2442.132762 = -144523.048665
  nChanged 4
		SP:Iteration 30Q (3447.820000 sec): 3 clusters
  Score: Raw -146966.647457 + Penalty 2442.132762 = -144524.514695
  nChanged 2
		SP:Iteration 31Q (3447.820000 sec): 3 clusters
  Score: Raw -146967.349691 + Penalty 2442.132762 = -144525.216928
  nChanged 0
		SP:Iteration 32F (3447.820000 sec): 3 clusters
  Score: Raw -146967.349691 + Penalty 2442.132762 = -144525.216928
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 58 (1738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3447.830000 sec): 2 clusters
  Score: Raw -174056.154763 + Penalty 1212.329675 = -172843.825088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3447.840000 sec): 3 clusters
  Score: Raw -173317.391089 + Penalty 2424.659349 = -170892.731739
  nChanged 618
		SP:Iteration 1F (3447.840000 sec): 3 clusters
  Score: Raw -173725.060889 + Penalty 2424.659349 = -171300.401540
  nChanged 125
		SP:Iteration 2F (3447.850000 sec): 3 clusters
  Score: Raw -173804.995123 + Penalty 2424.659349 = -171380.335773
  nChanged 62
		SP:Iteration 3Q (3447.850000 sec): 3 clusters
  Score: Raw -173844.017047 + Penalty 2424.659349 = -171419.357698
  nChanged 41
		SP:Iteration 4Q (3447.860000 sec): 3 clusters
  Score: Raw -173869.653430 + Penalty 2424.659349 = -171444.994080
  nChanged 33
		SP:Iteration 5Q (3447.860000 sec): 3 clusters
  Score: Raw -173889.676840 + Penalty 2424.659349 = -171465.017490
  nChanged 32
		SP:Iteration 6Q (3447.860000 sec): 3 clusters
  Score: Raw -173907.606192 + Penalty 2424.659349 = -171482.946843
  nChanged 18
		SP:Iteration 7Q (3447.870000 sec): 3 clusters
  Score: Raw -173919.176745 + Penalty 2424.659349 = -171494.517396
  nChanged 24
		SP:Iteration 8Q (3447.880000 sec): 3 clusters
  Score: Raw -173931.189120 + Penalty 2424.659349 = -171506.529770
  nChanged 17
		SP:Iteration 9Q (3447.880000 sec): 3 clusters
  Score: Raw -173940.810955 + Penalty 2424.659349 = -171516.151606
  nChanged 10
		SP:Iteration 10Q (3447.880000 sec): 3 clusters
  Score: Raw -173947.564843 + Penalty 2424.659349 = -171522.905494
  nChanged 12
		SP:Iteration 11Q (3447.890000 sec): 3 clusters
  Score: Raw -173955.453415 + Penalty 2424.659349 = -171530.794066
  nChanged 11
		SP:Iteration 12Q (3447.890000 sec): 3 clusters
  Score: Raw -173962.728528 + Penalty 2424.659349 = -171538.069179
  nChanged 12
		SP:Iteration 13Q (3447.900000 sec): 3 clusters
  Score: Raw -173968.677577 + Penalty 2424.659349 = -171544.018228
  nChanged 7
		SP:Iteration 14Q (3447.900000 sec): 3 clusters
  Score: Raw -173971.566500 + Penalty 2424.659349 = -171546.907150
  nChanged 4
		SP:Iteration 15Q (3447.900000 sec): 3 clusters
  Score: Raw -173972.981753 + Penalty 2424.659349 = -171548.322404
  nChanged 2
		SP:Iteration 16Q (3447.910000 sec): 3 clusters
  Score: Raw -173973.916421 + Penalty 2424.659349 = -171549.257071
  nChanged 0
		SP:Iteration 17F (3447.910000 sec): 3 clusters
  Score: Raw -173973.916421 + Penalty 2424.659349 = -171549.257071
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 59 (2439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3447.920000 sec): 2 clusters
  Score: Raw -259325.960909 + Penalty 1267.393302 = -258058.567607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3447.930000 sec): 3 clusters
  Score: Raw -258207.010373 + Penalty 2534.786604 = -255672.223769
  nChanged 889
		SP:Iteration 1F (3447.940000 sec): 3 clusters
  Score: Raw -258702.241733 + Penalty 2534.786604 = -256167.455129
  nChanged 174
		SP:Iteration 2F (3447.940000 sec): 3 clusters
  Score: Raw -258801.999740 + Penalty 2534.786604 = -256267.213135
  nChanged 108
		SP:Iteration 3Q (3447.950000 sec): 3 clusters
  Score: Raw -258862.422712 + Penalty 2534.786604 = -256327.636108
  nChanged 70
		SP:Iteration 4Q (3447.960000 sec): 3 clusters
  Score: Raw -258899.058085 + Penalty 2534.786604 = -256364.271481
  nChanged 55
		SP:Iteration 5Q (3447.960000 sec): 3 clusters
  Score: Raw -258933.770101 + Penalty 2534.786604 = -256398.983496
  nChanged 43
		SP:Iteration 6Q (3447.970000 sec): 3 clusters
  Score: Raw -258957.673547 + Penalty 2534.786604 = -256422.886943
  nChanged 43
		SP:Iteration 7Q (3447.970000 sec): 3 clusters
  Score: Raw -258977.393349 + Penalty 2534.786604 = -256442.606745
  nChanged 35
		SP:Iteration 8Q (3447.980000 sec): 3 clusters
  Score: Raw -258992.991339 + Penalty 2534.786604 = -256458.204734
  nChanged 33
		SP:Iteration 9Q (3447.980000 sec): 3 clusters
  Score: Raw -259010.521995 + Penalty 2534.786604 = -256475.735390
  nChanged 37
		SP:Iteration 10Q (3447.990000 sec): 3 clusters
  Score: Raw -259027.661356 + Penalty 2534.786604 = -256492.874751
  nChanged 31
		SP:Iteration 11Q (3448.000000 sec): 3 clusters
  Score: Raw -259043.929977 + Penalty 2534.786604 = -256509.143373
  nChanged 30
		SP:Iteration 12Q (3448.000000 sec): 3 clusters
  Score: Raw -259056.447911 + Penalty 2534.786604 = -256521.661307
  nChanged 26
		SP:Iteration 13Q (3448.010000 sec): 3 clusters
  Score: Raw -259068.508277 + Penalty 2534.786604 = -256533.721672
  nChanged 30
		SP:Iteration 14Q (3448.020000 sec): 3 clusters
  Score: Raw -259083.202675 + Penalty 2534.786604 = -256548.416071
  nChanged 33
		SP:Iteration 15Q (3448.020000 sec): 3 clusters
  Score: Raw -259102.832307 + Penalty 2534.786604 = -256568.045702
  nChanged 39
		SP:Iteration 16Q (3448.030000 sec): 3 clusters
  Score: Raw -259124.515899 + Penalty 2534.786604 = -256589.729295
  nChanged 28
		SP:Iteration 17Q (3448.030000 sec): 3 clusters
  Score: Raw -259135.628154 + Penalty 2534.786604 = -256600.841550
  nChanged 22
		SP:Iteration 18Q (3448.040000 sec): 3 clusters
  Score: Raw -259144.238716 + Penalty 2534.786604 = -256609.452111
  nChanged 18
		SP:Iteration 19Q (3448.040000 sec): 3 clusters
  Score: Raw -259152.923717 + Penalty 2534.786604 = -256618.137112
  nChanged 24
		SP:Iteration 20F (3448.050000 sec): 3 clusters
  Score: Raw -259162.554701 + Penalty 2534.786604 = -256627.768096
  nChanged 20
		SP:Iteration 21Q (3448.060000 sec): 3 clusters
  Score: Raw -259174.036015 + Penalty 2534.786604 = -256639.249410
  nChanged 32
		SP:Iteration 22Q (3448.060000 sec): 3 clusters
  Score: Raw -259193.181360 + Penalty 2534.786604 = -256658.394755
  nChanged 34
		SP:Iteration 23Q (3448.070000 sec): 3 clusters
  Score: Raw -259212.230796 + Penalty 2534.786604 = -256677.444191
  nChanged 32
		SP:Iteration 24Q (3448.080000 sec): 3 clusters
  Score: Raw -259229.644706 + Penalty 2534.786604 = -256694.858102
  nChanged 37
		SP:Iteration 25Q (3448.080000 sec): 3 clusters
  Score: Raw -259251.774041 + Penalty 2534.786604 = -256716.987436
  nChanged 42
		SP:Iteration 26Q (3448.090000 sec): 3 clusters
  Score: Raw -259275.265962 + Penalty 2534.786604 = -256740.479358
  nChanged 38
		SP:Iteration 27Q (3448.100000 sec): 3 clusters
  Score: Raw -259302.309997 + Penalty 2534.786604 = -256767.523393
  nChanged 34
		SP:Iteration 28Q (3448.100000 sec): 3 clusters
  Score: Raw -259326.146236 + Penalty 2534.786604 = -256791.359632
  nChanged 32
		SP:Iteration 29Q (3448.110000 sec): 3 clusters
  Score: Raw -259349.465642 + Penalty 2534.786604 = -256814.679038
  nChanged 27
		SP:Iteration 30Q (3448.110000 sec): 3 clusters
  Score: Raw -259365.761040 + Penalty 2534.786604 = -256830.974436
  nChanged 22
		SP:Iteration 31Q (3448.120000 sec): 3 clusters
  Score: Raw -259378.672512 + Penalty 2534.786604 = -256843.885908
  nChanged 18
		SP:Iteration 32Q (3448.120000 sec): 3 clusters
  Score: Raw -259392.008630 + Penalty 2534.786604 = -256857.222026
  nChanged 17
		SP:Iteration 33Q (3448.130000 sec): 3 clusters
  Score: Raw -259405.484486 + Penalty 2534.786604 = -256870.697882
  nChanged 18
		SP:Iteration 34Q (3448.140000 sec): 3 clusters
  Score: Raw -259420.100322 + Penalty 2534.786604 = -256885.313717
  nChanged 13
		SP:Iteration 35Q (3448.140000 sec): 3 clusters
  Score: Raw -259432.472679 + Penalty 2534.786604 = -256897.686074
  nChanged 10
		SP:Iteration 36Q (3448.150000 sec): 3 clusters
  Score: Raw -259442.748686 + Penalty 2534.786604 = -256907.962081
  nChanged 11
		SP:Iteration 37Q (3448.150000 sec): 3 clusters
  Score: Raw -259454.045291 + Penalty 2534.786604 = -256919.258687
  nChanged 13
		SP:Iteration 38Q (3448.160000 sec): 3 clusters
  Score: Raw -259464.742210 + Penalty 2534.786604 = -256929.955605
  nChanged 9
		SP:Iteration 39Q (3448.160000 sec): 3 clusters
  Score: Raw -259469.945534 + Penalty 2534.786604 = -256935.158930
  nChanged 5
		SP:Iteration 40F (3448.170000 sec): 3 clusters
  Score: Raw -259473.540479 + Penalty 2534.786604 = -256938.753875
  nChanged 4
		SP:Iteration 41Q (3448.180000 sec): 3 clusters
  Score: Raw -259479.888202 + Penalty 2534.786604 = -256945.101598
  nChanged 6
		SP:Iteration 42Q (3448.180000 sec): 3 clusters
  Score: Raw -259486.566209 + Penalty 2534.786604 = -256951.779605
  nChanged 5
		SP:Iteration 43Q (3448.180000 sec): 3 clusters
  Score: Raw -259490.470828 + Penalty 2534.786604 = -256955.684224
  nChanged 1
		SP:Iteration 44Q (3448.190000 sec): 3 clusters
  Score: Raw -259491.405362 + Penalty 2534.786604 = -256956.618758
  nChanged 0
		SP:Iteration 45F (3448.200000 sec): 3 clusters
  Score: Raw -259491.405362 + Penalty 2534.786604 = -256956.618758
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 60 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3448.210000 sec): 2 clusters
  Score: Raw -246407.834399 + Penalty 1285.112913 = -245122.721486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3448.210000 sec): 3 clusters
  Score: Raw -245166.487863 + Penalty 2570.225827 = -242596.262037
  nChanged 1002
		SP:Iteration 1F (3448.220000 sec): 3 clusters
  Score: Raw -245860.175386 + Penalty 2570.225827 = -243289.949559
  nChanged 239
		SP:Iteration 2F (3448.230000 sec): 3 clusters
  Score: Raw -246093.495610 + Penalty 2570.225827 = -243523.269783
  nChanged 199
		SP:Iteration 3F (3448.240000 sec): 3 clusters
  Score: Raw -246304.652604 + Penalty 2570.225827 = -243734.426777
  nChanged 184
		SP:Iteration 4F (3448.240000 sec): 3 clusters
  Score: Raw -246499.148875 + Penalty 2570.225827 = -243928.923049
  nChanged 156
		SP:Iteration 5F (3448.250000 sec): 3 clusters
  Score: Raw -246679.116518 + Penalty 2570.225827 = -244108.890691
  nChanged 132
		SP:Iteration 6Q (3448.260000 sec): 3 clusters
  Score: Raw -246826.870938 + Penalty 2570.225827 = -244256.645111
  nChanged 112
		SP:Iteration 7Q (3448.260000 sec): 3 clusters
  Score: Raw -246969.023807 + Penalty 2570.225827 = -244398.797980
  nChanged 86
		SP:Iteration 8Q (3448.270000 sec): 3 clusters
  Score: Raw -247029.443847 + Penalty 2570.225827 = -244459.218021
  nChanged 45
		SP:Iteration 9Q (3448.280000 sec): 3 clusters
  Score: Raw -247057.065698 + Penalty 2570.225827 = -244486.839872
  nChanged 35
		SP:Iteration 10Q (3448.280000 sec): 3 clusters
  Score: Raw -247081.107920 + Penalty 2570.225827 = -244510.882093
  nChanged 20
		SP:Iteration 11Q (3448.290000 sec): 3 clusters
  Score: Raw -247093.880390 + Penalty 2570.225827 = -244523.654563
  nChanged 20
		SP:Iteration 12Q (3448.300000 sec): 3 clusters
  Score: Raw -247107.365838 + Penalty 2570.225827 = -244537.140011
  nChanged 20
		SP:Iteration 13Q (3448.300000 sec): 3 clusters
  Score: Raw -247118.989762 + Penalty 2570.225827 = -244548.763935
  nChanged 20
		SP:Iteration 14Q (3448.310000 sec): 3 clusters
  Score: Raw -247131.937872 + Penalty 2570.225827 = -244561.712045
  nChanged 19
		SP:Iteration 15Q (3448.310000 sec): 3 clusters
  Score: Raw -247141.658246 + Penalty 2570.225827 = -244571.432420
  nChanged 23
		SP:Iteration 16Q (3448.320000 sec): 3 clusters
  Score: Raw -247152.162720 + Penalty 2570.225827 = -244581.936893
  nChanged 19
		SP:Iteration 17Q (3448.330000 sec): 3 clusters
  Score: Raw -247159.706517 + Penalty 2570.225827 = -244589.480691
  nChanged 15
		SP:Iteration 18Q (3448.330000 sec): 3 clusters
  Score: Raw -247167.088878 + Penalty 2570.225827 = -244596.863051
  nChanged 12
		SP:Iteration 19Q (3448.340000 sec): 3 clusters
  Score: Raw -247173.074333 + Penalty 2570.225827 = -244602.848506
  nChanged 8
		SP:Iteration 20F (3448.350000 sec): 3 clusters
  Score: Raw -247176.043217 + Penalty 2570.225827 = -244605.817390
  nChanged 7
		SP:Iteration 21Q (3448.350000 sec): 3 clusters
  Score: Raw -247178.432500 + Penalty 2570.225827 = -244608.206674
  nChanged 6
		SP:Iteration 22Q (3448.360000 sec): 3 clusters
  Score: Raw -247180.477307 + Penalty 2570.225827 = -244610.251481
  nChanged 7
		SP:Iteration 23Q (3448.370000 sec): 3 clusters
  Score: Raw -247184.539238 + Penalty 2570.225827 = -244614.313412
  nChanged 9
		SP:Iteration 24Q (3448.370000 sec): 3 clusters
  Score: Raw -247189.007519 + Penalty 2570.225827 = -244618.781692
  nChanged 12
		SP:Iteration 25Q (3448.380000 sec): 3 clusters
  Score: Raw -247194.356777 + Penalty 2570.225827 = -244624.130950
  nChanged 6
		SP:Iteration 26Q (3448.390000 sec): 3 clusters
  Score: Raw -247197.632065 + Penalty 2570.225827 = -244627.406238
  nChanged 7
		SP:Iteration 27Q (3448.390000 sec): 3 clusters
  Score: Raw -247201.004292 + Penalty 2570.225827 = -244630.778465
  nChanged 9
		SP:Iteration 28Q (3448.400000 sec): 3 clusters
  Score: Raw -247205.508078 + Penalty 2570.225827 = -244635.282251
  nChanged 4
		SP:Iteration 29Q (3448.410000 sec): 3 clusters
  Score: Raw -247206.558974 + Penalty 2570.225827 = -244636.333148
  nChanged 4
		SP:Iteration 30Q (3448.410000 sec): 3 clusters
  Score: Raw -247208.577201 + Penalty 2570.225827 = -244638.351375
  nChanged 1
		SP:Iteration 31Q (3448.420000 sec): 3 clusters
  Score: Raw -247208.829890 + Penalty 2570.225827 = -244638.604063
  nChanged 0
		SP:Iteration 32F (3448.430000 sec): 3 clusters
  Score: Raw -247208.829890 + Penalty 2570.225827 = -244638.604063
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 61 (5236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3448.440000 sec): 2 clusters
  Score: Raw -512738.668252 + Penalty 1391.538383 = -511347.129869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3448.460000 sec): 3 clusters
  Score: Raw -509983.013018 + Penalty 2783.076766 = -507199.936252
  nChanged 2092
		SP:Iteration 1F (3448.470000 sec): 3 clusters
  Score: Raw -511107.260173 + Penalty 2783.076766 = -508324.183407
  nChanged 382
		SP:Iteration 2F (3448.480000 sec): 3 clusters
  Score: Raw -511306.924919 + Penalty 2783.076766 = -508523.848153
  nChanged 274
		SP:Iteration 3F (3448.500000 sec): 3 clusters
  Score: Raw -511433.193179 + Penalty 2783.076766 = -508650.116413
  nChanged 236
		SP:Iteration 4Q (3448.510000 sec): 3 clusters
  Score: Raw -511549.593719 + Penalty 2783.076766 = -508766.516952
  nChanged 192
		SP:Iteration 5Q (3448.520000 sec): 3 clusters
  Score: Raw -511660.881056 + Penalty 2783.076766 = -508877.804290
  nChanged 217
		SP:Iteration 6Q (3448.540000 sec): 3 clusters
  Score: Raw -511787.974629 + Penalty 2783.076766 = -509004.897863
  nChanged 187
		SP:Iteration 7Q (3448.550000 sec): 3 clusters
  Score: Raw -511892.538362 + Penalty 2783.076766 = -509109.461596
  nChanged 157
		SP:Iteration 8Q (3448.560000 sec): 3 clusters
  Score: Raw -511983.367975 + Penalty 2783.076766 = -509200.291209
  nChanged 177
		SP:Iteration 9Q (3448.580000 sec): 3 clusters
  Score: Raw -512091.457581 + Penalty 2783.076766 = -509308.380815
  nChanged 168
		SP:Iteration 10Q (3448.590000 sec): 3 clusters
  Score: Raw -512199.928783 + Penalty 2783.076766 = -509416.852017
  nChanged 165
		SP:Iteration 11Q (3448.600000 sec): 3 clusters
  Score: Raw -512311.757359 + Penalty 2783.076766 = -509528.680593
  nChanged 170
		SP:Iteration 12Q (3448.620000 sec): 3 clusters
  Score: Raw -512453.682800 + Penalty 2783.076766 = -509670.606033
  nChanged 149
		SP:Iteration 13Q (3448.630000 sec): 3 clusters
  Score: Raw -512574.395051 + Penalty 2783.076766 = -509791.318284
  nChanged 104
		SP:Iteration 14Q (3448.640000 sec): 3 clusters
  Score: Raw -512651.996469 + Penalty 2783.076766 = -509868.919703
  nChanged 75
		SP:Iteration 15Q (3448.650000 sec): 3 clusters
  Score: Raw -512716.838575 + Penalty 2783.076766 = -509933.761809
  nChanged 60
		SP:Iteration 16Q (3448.660000 sec): 3 clusters
  Score: Raw -512773.841924 + Penalty 2783.076766 = -509990.765157
  nChanged 44
		SP:Iteration 17Q (3448.670000 sec): 3 clusters
  Score: Raw -512811.522038 + Penalty 2783.076766 = -510028.445271
  nChanged 31
		SP:Iteration 18Q (3448.680000 sec): 3 clusters
  Score: Raw -512835.341239 + Penalty 2783.076766 = -510052.264473
  nChanged 16
		SP:Iteration 19Q (3448.700000 sec): 3 clusters
  Score: Raw -512850.746085 + Penalty 2783.076766 = -510067.669318
  nChanged 13
		SP:Iteration 20F (3448.710000 sec): 3 clusters
  Score: Raw -512861.699739 + Penalty 2783.076766 = -510078.622972
  nChanged 6
		SP:Iteration 21Q (3448.720000 sec): 3 clusters
  Score: Raw -512867.775507 + Penalty 2783.076766 = -510084.698741
  nChanged 2
		SP:Iteration 22Q (3448.730000 sec): 3 clusters
  Score: Raw -512870.663417 + Penalty 2783.076766 = -510087.586651
  nChanged 5
		SP:Iteration 23Q (3448.740000 sec): 3 clusters
  Score: Raw -512874.677848 + Penalty 2783.076766 = -510091.601082
  nChanged 4
		SP:Iteration 24Q (3448.750000 sec): 3 clusters
  Score: Raw -512877.640972 + Penalty 2783.076766 = -510094.564206
  nChanged 3
		SP:Iteration 25Q (3448.760000 sec): 3 clusters
  Score: Raw -512881.755381 + Penalty 2783.076766 = -510098.678615
  nChanged 6
		SP:Iteration 26Q (3448.770000 sec): 3 clusters
  Score: Raw -512888.776030 + Penalty 2783.076766 = -510105.699264
  nChanged 4
		SP:Iteration 27Q (3448.780000 sec): 3 clusters
  Score: Raw -512892.672879 + Penalty 2783.076766 = -510109.596113
  nChanged 4
		SP:Iteration 28Q (3448.790000 sec): 3 clusters
  Score: Raw -512897.431774 + Penalty 2783.076766 = -510114.355008
  nChanged 8
		SP:Iteration 29Q (3448.800000 sec): 3 clusters
  Score: Raw -512903.177934 + Penalty 2783.076766 = -510120.101168
  nChanged 7
		SP:Iteration 30Q (3448.810000 sec): 3 clusters
  Score: Raw -512909.010531 + Penalty 2783.076766 = -510125.933765
  nChanged 4
		SP:Iteration 31Q (3448.820000 sec): 3 clusters
  Score: Raw -512911.734473 + Penalty 2783.076766 = -510128.657707
  nChanged 2
		SP:Iteration 32Q (3448.830000 sec): 3 clusters
  Score: Raw -512912.839904 + Penalty 2783.076766 = -510129.763138
  nChanged 1
		SP:Iteration 33Q (3448.840000 sec): 3 clusters
  Score: Raw -512914.923713 + Penalty 2783.076766 = -510131.846947
  nChanged 4
		SP:Iteration 34Q (3448.850000 sec): 3 clusters
  Score: Raw -512919.203889 + Penalty 2783.076766 = -510136.127123
  nChanged 2
		SP:Iteration 35Q (3448.860000 sec): 3 clusters
  Score: Raw -512922.607834 + Penalty 2783.076766 = -510139.531067
  nChanged 4
		SP:Iteration 36Q (3448.870000 sec): 3 clusters
  Score: Raw -512926.308543 + Penalty 2783.076766 = -510143.231777
  nChanged 6
		SP:Iteration 37Q (3448.880000 sec): 3 clusters
  Score: Raw -512933.282117 + Penalty 2783.076766 = -510150.205351
  nChanged 2
		SP:Iteration 38Q (3448.890000 sec): 3 clusters
  Score: Raw -512935.455798 + Penalty 2783.076766 = -510152.379032
  nChanged 0
		SP:Iteration 39F (3448.900000 sec): 3 clusters
  Score: Raw -512935.455798 + Penalty 2783.076766 = -510152.379032
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 62 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3448.920000 sec): 2 clusters
  Score: Raw -276848.217102 + Penalty 1298.303573 = -275549.913529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3448.920000 sec): 3 clusters
  Score: Raw -275454.372701 + Penalty 2596.607146 = -272857.765555
  nChanged 1125
		SP:Iteration 1F (3448.930000 sec): 3 clusters
  Score: Raw -276143.282269 + Penalty 2596.607146 = -273546.675123
  nChanged 224
		SP:Iteration 2F (3448.940000 sec): 3 clusters
  Score: Raw -276267.395316 + Penalty 2596.607146 = -273670.788170
  nChanged 130
		SP:Iteration 3Q (3448.950000 sec): 3 clusters
  Score: Raw -276344.799202 + Penalty 2596.607146 = -273748.192056
  nChanged 98
		SP:Iteration 4Q (3448.960000 sec): 3 clusters
  Score: Raw -276398.180652 + Penalty 2596.607146 = -273801.573505
  nChanged 81
		SP:Iteration 5Q (3448.960000 sec): 3 clusters
  Score: Raw -276440.755287 + Penalty 2596.607146 = -273844.148141
  nChanged 65
		SP:Iteration 6Q (3448.970000 sec): 3 clusters
  Score: Raw -276471.721799 + Penalty 2596.607146 = -273875.114653
  nChanged 62
		SP:Iteration 7Q (3448.980000 sec): 3 clusters
  Score: Raw -276501.369701 + Penalty 2596.607146 = -273904.762555
  nChanged 56
		SP:Iteration 8Q (3448.980000 sec): 3 clusters
  Score: Raw -276527.036775 + Penalty 2596.607146 = -273930.429629
  nChanged 50
		SP:Iteration 9Q (3448.990000 sec): 3 clusters
  Score: Raw -276547.865131 + Penalty 2596.607146 = -273951.257985
  nChanged 46
		SP:Iteration 10Q (3449.000000 sec): 3 clusters
  Score: Raw -276568.869795 + Penalty 2596.607146 = -273972.262649
  nChanged 49
		SP:Iteration 11Q (3449.010000 sec): 3 clusters
  Score: Raw -276593.226060 + Penalty 2596.607146 = -273996.618914
  nChanged 49
		SP:Iteration 12Q (3449.020000 sec): 3 clusters
  Score: Raw -276623.466538 + Penalty 2596.607146 = -274026.859392
  nChanged 52
		SP:Iteration 13Q (3449.020000 sec): 3 clusters
  Score: Raw -276651.236611 + Penalty 2596.607146 = -274054.629465
  nChanged 54
		SP:Iteration 14Q (3449.030000 sec): 3 clusters
  Score: Raw -276684.322261 + Penalty 2596.607146 = -274087.715115
  nChanged 48
		SP:Iteration 15Q (3449.040000 sec): 3 clusters
  Score: Raw -276712.549100 + Penalty 2596.607146 = -274115.941954
  nChanged 54
		SP:Iteration 16Q (3449.040000 sec): 3 clusters
  Score: Raw -276741.562016 + Penalty 2596.607146 = -274144.954870
  nChanged 38
		SP:Iteration 17Q (3449.050000 sec): 3 clusters
  Score: Raw -276759.886628 + Penalty 2596.607146 = -274163.279482
  nChanged 40
		SP:Iteration 18Q (3449.060000 sec): 3 clusters
  Score: Raw -276778.420178 + Penalty 2596.607146 = -274181.813032
  nChanged 42
		SP:Iteration 19Q (3449.070000 sec): 3 clusters
  Score: Raw -276796.650868 + Penalty 2596.607146 = -274200.043722
  nChanged 38
		SP:Iteration 20F (3449.080000 sec): 3 clusters
  Score: Raw -276817.455790 + Penalty 2596.607146 = -274220.848644
  nChanged 34
		SP:Iteration 21Q (3449.080000 sec): 3 clusters
  Score: Raw -276834.042185 + Penalty 2596.607146 = -274237.435039
  nChanged 33
		SP:Iteration 22Q (3449.090000 sec): 3 clusters
  Score: Raw -276849.362010 + Penalty 2596.607146 = -274252.754864
  nChanged 31
		SP:Iteration 23Q (3449.100000 sec): 3 clusters
  Score: Raw -276864.604691 + Penalty 2596.607146 = -274267.997545
  nChanged 28
		SP:Iteration 24Q (3449.100000 sec): 3 clusters
  Score: Raw -276883.644414 + Penalty 2596.607146 = -274287.037268
  nChanged 36
		SP:Iteration 25Q (3449.110000 sec): 3 clusters
  Score: Raw -276907.690920 + Penalty 2596.607146 = -274311.083774
  nChanged 43
		SP:Iteration 26Q (3449.120000 sec): 3 clusters
  Score: Raw -276937.437755 + Penalty 2596.607146 = -274340.830609
  nChanged 36
		SP:Iteration 27Q (3449.130000 sec): 3 clusters
  Score: Raw -276962.043224 + Penalty 2596.607146 = -274365.436078
  nChanged 39
		SP:Iteration 28Q (3449.130000 sec): 3 clusters
  Score: Raw -276985.849485 + Penalty 2596.607146 = -274389.242339
  nChanged 43
		SP:Iteration 29Q (3449.140000 sec): 3 clusters
  Score: Raw -277017.127454 + Penalty 2596.607146 = -274420.520308
  nChanged 50
		SP:Iteration 30Q (3449.150000 sec): 3 clusters
  Score: Raw -277052.849521 + Penalty 2596.607146 = -274456.242375
  nChanged 41
		SP:Iteration 31Q (3449.160000 sec): 3 clusters
  Score: Raw -277078.130080 + Penalty 2596.607146 = -274481.522934
  nChanged 35
		SP:Iteration 32Q (3449.160000 sec): 3 clusters
  Score: Raw -277104.193947 + Penalty 2596.607146 = -274507.586800
  nChanged 40
		SP:Iteration 33Q (3449.170000 sec): 3 clusters
  Score: Raw -277131.160976 + Penalty 2596.607146 = -274534.553830
  nChanged 42
		SP:Iteration 34Q (3449.180000 sec): 3 clusters
  Score: Raw -277162.873725 + Penalty 2596.607146 = -274566.266579
  nChanged 40
		SP:Iteration 35Q (3449.180000 sec): 3 clusters
  Score: Raw -277188.778583 + Penalty 2596.607146 = -274592.171437
  nChanged 41
		SP:Iteration 36Q (3449.190000 sec): 3 clusters
  Score: Raw -277218.680130 + Penalty 2596.607146 = -274622.072984
  nChanged 44
		SP:Iteration 37Q (3449.200000 sec): 3 clusters
  Score: Raw -277246.865387 + Penalty 2596.607146 = -274650.258241
  nChanged 49
		SP:Iteration 38Q (3449.200000 sec): 3 clusters
  Score: Raw -277281.333025 + Penalty 2596.607146 = -274684.725879
  nChanged 48
		SP:Iteration 39Q (3449.210000 sec): 3 clusters
  Score: Raw -277314.178805 + Penalty 2596.607146 = -274717.571659
  nChanged 38
		SP:Iteration 40F (3449.220000 sec): 3 clusters
  Score: Raw -277337.922591 + Penalty 2596.607146 = -274741.315445
  nChanged 20
		SP:Iteration 41Q (3449.220000 sec): 3 clusters
  Score: Raw -277347.719584 + Penalty 2596.607146 = -274751.112438
  nChanged 15
		SP:Iteration 42Q (3449.230000 sec): 3 clusters
  Score: Raw -277353.397280 + Penalty 2596.607146 = -274756.790134
  nChanged 10
		SP:Iteration 43Q (3449.240000 sec): 3 clusters
  Score: Raw -277356.922445 + Penalty 2596.607146 = -274760.315299
  nChanged 6
		SP:Iteration 44Q (3449.240000 sec): 3 clusters
  Score: Raw -277358.949524 + Penalty 2596.607146 = -274762.342378
  nChanged 4
		SP:Iteration 45Q (3449.250000 sec): 3 clusters
  Score: Raw -277360.055815 + Penalty 2596.607146 = -274763.448669
  nChanged 4
		SP:Iteration 46Q (3449.260000 sec): 3 clusters
  Score: Raw -277361.994748 + Penalty 2596.607146 = -274765.387602
  nChanged 8
		SP:Iteration 47Q (3449.260000 sec): 3 clusters
  Score: Raw -277364.531271 + Penalty 2596.607146 = -274767.924125
  nChanged 2
		SP:Iteration 48Q (3449.270000 sec): 3 clusters
  Score: Raw -277365.193899 + Penalty 2596.607146 = -274768.586753
  nChanged 4
		SP:Iteration 49Q (3449.280000 sec): 3 clusters
  Score: Raw -277366.101374 + Penalty 2596.607146 = -274769.494228
  nChanged 2
		SP:Iteration 50Q (3449.280000 sec): 3 clusters
  Score: Raw -277366.508238 + Penalty 2596.607146 = -274769.901092
  nChanged 0
		SP:Iteration 51F (3449.290000 sec): 3 clusters
  Score: Raw -277366.508238 + Penalty 2596.607146 = -274769.901092
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 63 (9887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3449.330000 sec): 2 clusters
  Score: Raw -927344.008605 + Penalty 1494.833607 = -925849.174998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3449.360000 sec): 3 clusters
  Score: Raw -921723.302824 + Penalty 2989.667214 = -918733.635610
  nChanged 4312
		SP:Iteration 1F (3449.380000 sec): 3 clusters
  Score: Raw -924214.517673 + Penalty 2989.667214 = -921224.850459
  nChanged 784
		SP:Iteration 2F (3449.400000 sec): 3 clusters
  Score: Raw -924767.538544 + Penalty 2989.667214 = -921777.871331
  nChanged 729
		SP:Iteration 3F (3449.430000 sec): 3 clusters
  Score: Raw -925401.599630 + Penalty 2989.667214 = -922411.932416
  nChanged 723
		SP:Iteration 4F (3449.460000 sec): 3 clusters
  Score: Raw -926023.022500 + Penalty 2989.667214 = -923033.355286
  nChanged 677
		SP:Iteration 5F (3449.480000 sec): 3 clusters
  Score: Raw -926565.612947 + Penalty 2989.667214 = -923575.945734
  nChanged 581
		SP:Iteration 6F (3449.510000 sec): 3 clusters
  Score: Raw -926968.525518 + Penalty 2989.667214 = -923978.858305
  nChanged 431
		SP:Iteration 7Q (3449.540000 sec): 3 clusters
  Score: Raw -927207.495450 + Penalty 2989.667214 = -924217.828236
  nChanged 309
		SP:Iteration 8Q (3449.560000 sec): 3 clusters
  Score: Raw -927361.167021 + Penalty 2989.667214 = -924371.499807
  nChanged 245
		SP:Iteration 9Q (3449.580000 sec): 3 clusters
  Score: Raw -927478.448978 + Penalty 2989.667214 = -924488.781765
  nChanged 204
		SP:Iteration 10Q (3449.610000 sec): 3 clusters
  Score: Raw -927573.410238 + Penalty 2989.667214 = -924583.743024
  nChanged 180
		SP:Iteration 11Q (3449.640000 sec): 3 clusters
  Score: Raw -927652.033705 + Penalty 2989.667214 = -924662.366491
  nChanged 164
		SP:Iteration 12Q (3449.660000 sec): 3 clusters
  Score: Raw -927718.938010 + Penalty 2989.667214 = -924729.270797
  nChanged 160
		SP:Iteration 13Q (3449.680000 sec): 3 clusters
  Score: Raw -927783.773090 + Penalty 2989.667214 = -924794.105876
  nChanged 134
		SP:Iteration 14Q (3449.710000 sec): 3 clusters
  Score: Raw -927832.676269 + Penalty 2989.667214 = -924843.009055
  nChanged 125
		SP:Iteration 15Q (3449.730000 sec): 3 clusters
  Score: Raw -927875.382988 + Penalty 2989.667214 = -924885.715775
  nChanged 107
		SP:Iteration 16Q (3449.760000 sec): 3 clusters
  Score: Raw -927907.303970 + Penalty 2989.667214 = -924917.636756
  nChanged 92
		SP:Iteration 17Q (3449.780000 sec): 3 clusters
  Score: Raw -927930.799021 + Penalty 2989.667214 = -924941.131808
  nChanged 75
		SP:Iteration 18Q (3449.800000 sec): 3 clusters
  Score: Raw -927947.508266 + Penalty 2989.667214 = -924957.841052
  nChanged 57
		SP:Iteration 19Q (3449.830000 sec): 3 clusters
  Score: Raw -927959.486434 + Penalty 2989.667214 = -924969.819220
  nChanged 45
		SP:Iteration 20F (3449.860000 sec): 3 clusters
  Score: Raw -927966.926568 + Penalty 2989.667214 = -924977.259355
  nChanged 46
		SP:Iteration 21Q (3449.880000 sec): 3 clusters
  Score: Raw -927975.451038 + Penalty 2989.667214 = -924985.783824
  nChanged 38
		SP:Iteration 22Q (3449.900000 sec): 3 clusters
  Score: Raw -927982.328994 + Penalty 2989.667214 = -924992.661780
  nChanged 29
		SP:Iteration 23Q (3449.920000 sec): 3 clusters
  Score: Raw -927988.882936 + Penalty 2989.667214 = -924999.215723
  nChanged 42
		SP:Iteration 24Q (3449.950000 sec): 3 clusters
  Score: Raw -927997.709525 + Penalty 2989.667214 = -925008.042311
  nChanged 50
		SP:Iteration 25Q (3449.970000 sec): 3 clusters
  Score: Raw -928007.511162 + Penalty 2989.667214 = -925017.843949
  nChanged 37
		SP:Iteration 26Q (3450.000000 sec): 3 clusters
  Score: Raw -928016.223575 + Penalty 2989.667214 = -925026.556361
  nChanged 42
		SP:Iteration 27Q (3450.020000 sec): 3 clusters
  Score: Raw -928025.046074 + Penalty 2989.667214 = -925035.378861
  nChanged 39
		SP:Iteration 28Q (3450.040000 sec): 3 clusters
  Score: Raw -928032.493079 + Penalty 2989.667214 = -925042.825865
  nChanged 28
		SP:Iteration 29Q (3450.070000 sec): 3 clusters
  Score: Raw -928037.627231 + Penalty 2989.667214 = -925047.960017
  nChanged 25
		SP:Iteration 30Q (3450.090000 sec): 3 clusters
  Score: Raw -928042.886005 + Penalty 2989.667214 = -925053.218791
  nChanged 32
		SP:Iteration 31Q (3450.120000 sec): 3 clusters
  Score: Raw -928051.569247 + Penalty 2989.667214 = -925061.902034
  nChanged 35
		SP:Iteration 32Q (3450.140000 sec): 3 clusters
  Score: Raw -928057.426275 + Penalty 2989.667214 = -925067.759061
  nChanged 25
		SP:Iteration 33Q (3450.160000 sec): 3 clusters
  Score: Raw -928061.552999 + Penalty 2989.667214 = -925071.885785
  nChanged 23
		SP:Iteration 34Q (3450.190000 sec): 3 clusters
  Score: Raw -928065.061056 + Penalty 2989.667214 = -925075.393843
  nChanged 25
		SP:Iteration 35Q (3450.210000 sec): 3 clusters
  Score: Raw -928068.549811 + Penalty 2989.667214 = -925078.882597
  nChanged 23
		SP:Iteration 36Q (3450.230000 sec): 3 clusters
  Score: Raw -928073.003765 + Penalty 2989.667214 = -925083.336551
  nChanged 33
		SP:Iteration 37Q (3450.260000 sec): 3 clusters
  Score: Raw -928079.695841 + Penalty 2989.667214 = -925090.028627
  nChanged 35
		SP:Iteration 38Q (3450.280000 sec): 3 clusters
  Score: Raw -928086.062516 + Penalty 2989.667214 = -925096.395302
  nChanged 25
		SP:Iteration 39Q (3450.300000 sec): 3 clusters
  Score: Raw -928090.269120 + Penalty 2989.667214 = -925100.601906
  nChanged 29
		SP:Iteration 40F (3450.330000 sec): 3 clusters
  Score: Raw -928094.808312 + Penalty 2989.667214 = -925105.141098
  nChanged 25
		SP:Iteration 41Q (3450.350000 sec): 3 clusters
  Score: Raw -928098.388762 + Penalty 2989.667214 = -925108.721548
  nChanged 19
		SP:Iteration 42Q (3450.380000 sec): 3 clusters
  Score: Raw -928101.159768 + Penalty 2989.667214 = -925111.492554
  nChanged 13
		SP:Iteration 43Q (3450.400000 sec): 3 clusters
  Score: Raw -928102.979847 + Penalty 2989.667214 = -925113.312633
  nChanged 14
		SP:Iteration 44Q (3450.420000 sec): 3 clusters
  Score: Raw -928104.409469 + Penalty 2989.667214 = -925114.742255
  nChanged 9
		SP:Iteration 45Q (3450.440000 sec): 3 clusters
  Score: Raw -928105.678610 + Penalty 2989.667214 = -925116.011397
  nChanged 8
		SP:Iteration 46Q (3450.470000 sec): 3 clusters
  Score: Raw -928107.078118 + Penalty 2989.667214 = -925117.410905
  nChanged 6
		SP:Iteration 47Q (3450.490000 sec): 3 clusters
  Score: Raw -928107.910145 + Penalty 2989.667214 = -925118.242931
  nChanged 5
		SP:Iteration 48Q (3450.520000 sec): 3 clusters
  Score: Raw -928108.331749 + Penalty 2989.667214 = -925118.664536
  nChanged 6
		SP:Iteration 49Q (3450.540000 sec): 3 clusters
  Score: Raw -928108.982425 + Penalty 2989.667214 = -925119.315211
  nChanged 5
		SP:Iteration 50Q (3450.560000 sec): 3 clusters
  Score: Raw -928109.600426 + Penalty 2989.667214 = -925119.933212
  nChanged 3
		SP:Iteration 51Q (3450.580000 sec): 3 clusters
  Score: Raw -928110.084517 + Penalty 2989.667214 = -925120.417303
  nChanged 7
		SP:Iteration 52Q (3450.610000 sec): 3 clusters
  Score: Raw -928110.709718 + Penalty 2989.667214 = -925121.042505
  nChanged 2
		SP:Iteration 53Q (3450.630000 sec): 3 clusters
  Score: Raw -928110.943054 + Penalty 2989.667214 = -925121.275841
  nChanged 2
		SP:Iteration 54Q (3450.650000 sec): 3 clusters
  Score: Raw -928111.160482 + Penalty 2989.667214 = -925121.493268
  nChanged 1
		SP:Iteration 55Q (3450.680000 sec): 3 clusters
  Score: Raw -928111.266035 + Penalty 2989.667214 = -925121.598822
  nChanged 1
		SP:Iteration 56Q (3450.700000 sec): 3 clusters
  Score: Raw -928111.491939 + Penalty 2989.667214 = -925121.824725
  nChanged 2
		SP:Iteration 57Q (3450.720000 sec): 3 clusters
  Score: Raw -928111.709165 + Penalty 2989.667214 = -925122.041952
  nChanged 0
		SP:Iteration 58F (3450.750000 sec): 3 clusters
  Score: Raw -928111.709165 + Penalty 2989.667214 = -925122.041952
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 64 (4812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3450.770000 sec): 2 clusters
  Score: Raw -487421.463157 + Penalty 1377.816063 = -486043.647095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3450.780000 sec): 3 clusters
  Score: Raw -484921.175026 + Penalty 2755.632125 = -482165.542901
  nChanged 1890
		SP:Iteration 1F (3450.790000 sec): 3 clusters
  Score: Raw -485892.735990 + Penalty 2755.632125 = -483137.103865
  nChanged 320
		SP:Iteration 2F (3450.810000 sec): 3 clusters
  Score: Raw -486067.314812 + Penalty 2755.632125 = -483311.682687
  nChanged 245
		SP:Iteration 3F (3450.820000 sec): 3 clusters
  Score: Raw -486196.200073 + Penalty 2755.632125 = -483440.567948
  nChanged 212
		SP:Iteration 4Q (3450.830000 sec): 3 clusters
  Score: Raw -486294.301678 + Penalty 2755.632125 = -483538.669553
  nChanged 176
		SP:Iteration 5Q (3450.840000 sec): 3 clusters
  Score: Raw -486376.147524 + Penalty 2755.632125 = -483620.515399
  nChanged 147
		SP:Iteration 6Q (3450.860000 sec): 3 clusters
  Score: Raw -486434.722442 + Penalty 2755.632125 = -483679.090317
  nChanged 127
		SP:Iteration 7Q (3450.870000 sec): 3 clusters
  Score: Raw -486484.540366 + Penalty 2755.632125 = -483728.908240
  nChanged 110
		SP:Iteration 8Q (3450.880000 sec): 3 clusters
  Score: Raw -486526.199843 + Penalty 2755.632125 = -483770.567718
  nChanged 105
		SP:Iteration 9Q (3450.900000 sec): 3 clusters
  Score: Raw -486572.697145 + Penalty 2755.632125 = -483817.065020
  nChanged 96
		SP:Iteration 10Q (3450.910000 sec): 3 clusters
  Score: Raw -486615.394464 + Penalty 2755.632125 = -483859.762339
  nChanged 93
		SP:Iteration 11Q (3450.920000 sec): 3 clusters
  Score: Raw -486656.963432 + Penalty 2755.632125 = -483901.331307
  nChanged 94
		SP:Iteration 12Q (3450.930000 sec): 3 clusters
  Score: Raw -486700.123313 + Penalty 2755.632125 = -483944.491188
  nChanged 93
		SP:Iteration 13Q (3450.940000 sec): 3 clusters
  Score: Raw -486747.839314 + Penalty 2755.632125 = -483992.207189
  nChanged 90
		SP:Iteration 14Q (3450.960000 sec): 3 clusters
  Score: Raw -486793.080652 + Penalty 2755.632125 = -484037.448527
  nChanged 92
		SP:Iteration 15Q (3450.970000 sec): 3 clusters
  Score: Raw -486840.221978 + Penalty 2755.632125 = -484084.589853
  nChanged 95
		SP:Iteration 16Q (3450.980000 sec): 3 clusters
  Score: Raw -486892.626047 + Penalty 2755.632125 = -484136.993922
  nChanged 103
		SP:Iteration 17Q (3450.990000 sec): 3 clusters
  Score: Raw -486945.425276 + Penalty 2755.632125 = -484189.793151
  nChanged 101
		SP:Iteration 18Q (3451.000000 sec): 3 clusters
  Score: Raw -486992.759971 + Penalty 2755.632125 = -484237.127846
  nChanged 89
		SP:Iteration 19Q (3451.020000 sec): 3 clusters
  Score: Raw -487039.763213 + Penalty 2755.632125 = -484284.131088
  nChanged 89
		SP:Iteration 20F (3451.030000 sec): 3 clusters
  Score: Raw -487088.915108 + Penalty 2755.632125 = -484333.282983
  nChanged 94
		SP:Iteration 21Q (3451.040000 sec): 3 clusters
  Score: Raw -487139.091112 + Penalty 2755.632125 = -484383.458987
  nChanged 85
		SP:Iteration 22Q (3451.060000 sec): 3 clusters
  Score: Raw -487185.650845 + Penalty 2755.632125 = -484430.018720
  nChanged 81
		SP:Iteration 23Q (3451.070000 sec): 3 clusters
  Score: Raw -487239.520272 + Penalty 2755.632125 = -484483.888147
  nChanged 86
		SP:Iteration 24Q (3451.080000 sec): 3 clusters
  Score: Raw -487296.972501 + Penalty 2755.632125 = -484541.340376
  nChanged 93
		SP:Iteration 25Q (3451.090000 sec): 3 clusters
  Score: Raw -487353.551490 + Penalty 2755.632125 = -484597.919365
  nChanged 77
		SP:Iteration 26Q (3451.100000 sec): 3 clusters
  Score: Raw -487403.372008 + Penalty 2755.632125 = -484647.739883
  nChanged 71
		SP:Iteration 27Q (3451.110000 sec): 3 clusters
  Score: Raw -487447.595807 + Penalty 2755.632125 = -484691.963682
  nChanged 64
		SP:Iteration 28Q (3451.120000 sec): 3 clusters
  Score: Raw -487483.935683 + Penalty 2755.632125 = -484728.303558
  nChanged 51
		SP:Iteration 29Q (3451.140000 sec): 3 clusters
  Score: Raw -487514.453983 + Penalty 2755.632125 = -484758.821858
  nChanged 54
		SP:Iteration 30Q (3451.140000 sec): 3 clusters
  Score: Raw -487545.545236 + Penalty 2755.632125 = -484789.913111
  nChanged 42
		SP:Iteration 31Q (3451.160000 sec): 3 clusters
  Score: Raw -487565.265283 + Penalty 2755.632125 = -484809.633158
  nChanged 37
		SP:Iteration 32Q (3451.170000 sec): 3 clusters
  Score: Raw -487585.550714 + Penalty 2755.632125 = -484829.918589
  nChanged 39
		SP:Iteration 33Q (3451.180000 sec): 3 clusters
  Score: Raw -487611.789233 + Penalty 2755.632125 = -484856.157108
  nChanged 41
		SP:Iteration 34Q (3451.190000 sec): 3 clusters
  Score: Raw -487642.424026 + Penalty 2755.632125 = -484886.791901
  nChanged 40
		SP:Iteration 35Q (3451.200000 sec): 3 clusters
  Score: Raw -487662.660571 + Penalty 2755.632125 = -484907.028446
  nChanged 31
		SP:Iteration 36Q (3451.210000 sec): 3 clusters
  Score: Raw -487677.230973 + Penalty 2755.632125 = -484921.598848
  nChanged 20
		SP:Iteration 37Q (3451.220000 sec): 3 clusters
  Score: Raw -487688.036599 + Penalty 2755.632125 = -484932.404474
  nChanged 21
		SP:Iteration 38Q (3451.230000 sec): 3 clusters
  Score: Raw -487699.008108 + Penalty 2755.632125 = -484943.375982
  nChanged 21
		SP:Iteration 39Q (3451.240000 sec): 3 clusters
  Score: Raw -487706.535428 + Penalty 2755.632125 = -484950.903303
  nChanged 11
		SP:Iteration 40F (3451.250000 sec): 3 clusters
  Score: Raw -487711.791903 + Penalty 2755.632125 = -484956.159778
  nChanged 13
		SP:Iteration 41Q (3451.260000 sec): 3 clusters
  Score: Raw -487718.117707 + Penalty 2755.632125 = -484962.485582
  nChanged 7
		SP:Iteration 42Q (3451.280000 sec): 3 clusters
  Score: Raw -487721.796498 + Penalty 2755.632125 = -484966.164373
  nChanged 12
		SP:Iteration 43Q (3451.280000 sec): 3 clusters
  Score: Raw -487727.155055 + Penalty 2755.632125 = -484971.522930
  nChanged 9
		SP:Iteration 44Q (3451.300000 sec): 3 clusters
  Score: Raw -487731.456421 + Penalty 2755.632125 = -484975.824296
  nChanged 7
		SP:Iteration 45Q (3451.300000 sec): 3 clusters
  Score: Raw -487734.522814 + Penalty 2755.632125 = -484978.890689
  nChanged 7
		SP:Iteration 46Q (3451.320000 sec): 3 clusters
  Score: Raw -487737.321415 + Penalty 2755.632125 = -484981.689290
  nChanged 4
		SP:Iteration 47Q (3451.330000 sec): 3 clusters
  Score: Raw -487739.150458 + Penalty 2755.632125 = -484983.518333
  nChanged 5
		SP:Iteration 48Q (3451.340000 sec): 3 clusters
  Score: Raw -487741.179797 + Penalty 2755.632125 = -484985.547672
  nChanged 2
		SP:Iteration 49Q (3451.350000 sec): 3 clusters
  Score: Raw -487742.460716 + Penalty 2755.632125 = -484986.828591
  nChanged 2
		SP:Iteration 50Q (3451.360000 sec): 3 clusters
  Score: Raw -487743.313581 + Penalty 2755.632125 = -484987.681456
  nChanged 4
		SP:Iteration 51Q (3451.370000 sec): 3 clusters
  Score: Raw -487744.747106 + Penalty 2755.632125 = -484989.114981
  nChanged 4
		SP:Iteration 52Q (3451.380000 sec): 3 clusters
  Score: Raw -487746.397789 + Penalty 2755.632125 = -484990.765664
  nChanged 2
		SP:Iteration 53Q (3451.390000 sec): 3 clusters
  Score: Raw -487747.051390 + Penalty 2755.632125 = -484991.419265
  nChanged 2
		SP:Iteration 54Q (3451.400000 sec): 3 clusters
  Score: Raw -487747.697559 + Penalty 2755.632125 = -484992.065434
  nChanged 0
		SP:Iteration 55F (3451.410000 sec): 3 clusters
  Score: Raw -487747.697559 + Penalty 2755.632125 = -484992.065434
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 65 (24560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3451.510000 sec): 2 clusters
  Score: Raw -2419491.975824 + Penalty 1642.692087 = -2417849.283737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3451.580000 sec): 3 clusters
  Score: Raw -2404511.507050 + Penalty 3285.384174 = -2401226.122875
  nChanged 11140
		SP:Iteration 1F (3451.640000 sec): 3 clusters
  Score: Raw -2410486.269697 + Penalty 3285.384174 = -2407200.885523
  nChanged 1091
		SP:Iteration 2Q (3451.720000 sec): 3 clusters
  Score: Raw -2410884.508460 + Penalty 3285.384174 = -2407599.124286
  nChanged 1227
		SP:Iteration 3Q (3451.780000 sec): 3 clusters
  Score: Raw -2411444.389894 + Penalty 3285.384174 = -2408159.005719
  nChanged 1454
		SP:Iteration 4F (3451.850000 sec): 3 clusters
  Score: Raw -2412309.204792 + Penalty 3285.384174 = -2409023.820618
  nChanged 1725
		SP:Iteration 5F (3451.920000 sec): 3 clusters
  Score: Raw -2413502.256664 + Penalty 3285.384174 = -2410216.872489
  nChanged 1835
		SP:Iteration 6F (3451.990000 sec): 3 clusters
  Score: Raw -2415005.082728 + Penalty 3285.384174 = -2411719.698554
  nChanged 1757
		SP:Iteration 7F (3452.050000 sec): 3 clusters
  Score: Raw -2416552.515723 + Penalty 3285.384174 = -2413267.131549
  nChanged 1316
		SP:Iteration 8F (3452.120000 sec): 3 clusters
  Score: Raw -2417767.339953 + Penalty 3285.384174 = -2414481.955779
  nChanged 878
		SP:Iteration 9Q (3452.180000 sec): 3 clusters
  Score: Raw -2418615.037357 + Penalty 3285.384174 = -2415329.653183
  nChanged 568
		SP:Iteration 10Q (3452.250000 sec): 3 clusters
  Score: Raw -2419236.282437 + Penalty 3285.384174 = -2415950.898263
  nChanged 435
		SP:Iteration 11Q (3452.300000 sec): 3 clusters
  Score: Raw -2419686.639475 + Penalty 3285.384174 = -2416401.255301
  nChanged 338
		SP:Iteration 12Q (3452.360000 sec): 3 clusters
  Score: Raw -2419964.411145 + Penalty 3285.384174 = -2416679.026971
  nChanged 244
		SP:Iteration 13Q (3452.410000 sec): 3 clusters
  Score: Raw -2420078.406409 + Penalty 3285.384174 = -2416793.022235
  nChanged 155
		SP:Iteration 14Q (3452.470000 sec): 3 clusters
  Score: Raw -2420132.195566 + Penalty 3285.384174 = -2416846.811392
  nChanged 91
		SP:Iteration 15Q (3452.520000 sec): 3 clusters
  Score: Raw -2420158.779089 + Penalty 3285.384174 = -2416873.394915
  nChanged 78
		SP:Iteration 16Q (3452.580000 sec): 3 clusters
  Score: Raw -2420176.639166 + Penalty 3285.384174 = -2416891.254992
  nChanged 60
		SP:Iteration 17Q (3452.630000 sec): 3 clusters
  Score: Raw -2420188.460681 + Penalty 3285.384174 = -2416903.076507
  nChanged 50
		SP:Iteration 18Q (3452.680000 sec): 3 clusters
  Score: Raw -2420199.202647 + Penalty 3285.384174 = -2416913.818472
  nChanged 46
		SP:Iteration 19Q (3452.730000 sec): 3 clusters
  Score: Raw -2420208.737302 + Penalty 3285.384174 = -2416923.353128
  nChanged 47
		SP:Iteration 20F (3452.800000 sec): 3 clusters
  Score: Raw -2420216.486645 + Penalty 3285.384174 = -2416931.102471
  nChanged 34
		SP:Iteration 21Q (3452.850000 sec): 3 clusters
  Score: Raw -2420222.977104 + Penalty 3285.384174 = -2416937.592930
  nChanged 33
		SP:Iteration 22Q (3452.900000 sec): 3 clusters
  Score: Raw -2420227.379873 + Penalty 3285.384174 = -2416941.995698
  nChanged 22
		SP:Iteration 23Q (3452.960000 sec): 3 clusters
  Score: Raw -2420229.510482 + Penalty 3285.384174 = -2416944.126308
  nChanged 13
		SP:Iteration 24Q (3453.010000 sec): 3 clusters
  Score: Raw -2420231.131473 + Penalty 3285.384174 = -2416945.747298
  nChanged 8
		SP:Iteration 25Q (3453.060000 sec): 3 clusters
  Score: Raw -2420231.898884 + Penalty 3285.384174 = -2416946.514710
  nChanged 4
		SP:Iteration 26Q (3453.110000 sec): 3 clusters
  Score: Raw -2420232.547362 + Penalty 3285.384174 = -2416947.163187
  nChanged 3
		SP:Iteration 27Q (3453.160000 sec): 3 clusters
  Score: Raw -2420232.684252 + Penalty 3285.384174 = -2416947.300078
  nChanged 0
		SP:Iteration 28F (3453.230000 sec): 3 clusters
  Score: Raw -2420232.684252 + Penalty 3285.384174 = -2416947.300078
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 66 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3453.250000 sec): 2 clusters
  Score: Raw -202796.424805 + Penalty 1248.702661 = -201547.722144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3453.260000 sec): 3 clusters
  Score: Raw -201886.986892 + Penalty 2497.405322 = -199389.581570
  nChanged 771
		SP:Iteration 1F (3453.260000 sec): 3 clusters
  Score: Raw -202425.325027 + Penalty 2497.405322 = -199927.919705
  nChanged 196
		SP:Iteration 2F (3453.270000 sec): 3 clusters
  Score: Raw -202625.995339 + Penalty 2497.405322 = -200128.590017
  nChanged 139
		SP:Iteration 3F (3453.270000 sec): 3 clusters
  Score: Raw -202776.836532 + Penalty 2497.405322 = -200279.431210
  nChanged 115
		SP:Iteration 4F (3453.280000 sec): 3 clusters
  Score: Raw -202900.985226 + Penalty 2497.405322 = -200403.579904
  nChanged 98
		SP:Iteration 5Q (3453.280000 sec): 3 clusters
  Score: Raw -202996.438823 + Penalty 2497.405322 = -200499.033501
  nChanged 83
		SP:Iteration 6Q (3453.290000 sec): 3 clusters
  Score: Raw -203065.303411 + Penalty 2497.405322 = -200567.898089
  nChanged 62
		SP:Iteration 7Q (3453.300000 sec): 3 clusters
  Score: Raw -203102.331045 + Penalty 2497.405322 = -200604.925723
  nChanged 42
		SP:Iteration 8Q (3453.300000 sec): 3 clusters
  Score: Raw -203124.909223 + Penalty 2497.405322 = -200627.503901
  nChanged 32
		SP:Iteration 9Q (3453.300000 sec): 3 clusters
  Score: Raw -203142.402910 + Penalty 2497.405322 = -200644.997588
  nChanged 22
		SP:Iteration 10Q (3453.310000 sec): 3 clusters
  Score: Raw -203154.762943 + Penalty 2497.405322 = -200657.357621
  nChanged 20
		SP:Iteration 11Q (3453.320000 sec): 3 clusters
  Score: Raw -203165.952765 + Penalty 2497.405322 = -200668.547443
  nChanged 22
		SP:Iteration 12Q (3453.320000 sec): 3 clusters
  Score: Raw -203177.385414 + Penalty 2497.405322 = -200679.980092
  nChanged 20
		SP:Iteration 13Q (3453.320000 sec): 3 clusters
  Score: Raw -203186.011759 + Penalty 2497.405322 = -200688.606437
  nChanged 12
		SP:Iteration 14Q (3453.330000 sec): 3 clusters
  Score: Raw -203191.237302 + Penalty 2497.405322 = -200693.831980
  nChanged 11
		SP:Iteration 15Q (3453.340000 sec): 3 clusters
  Score: Raw -203195.059279 + Penalty 2497.405322 = -200697.653957
  nChanged 9
		SP:Iteration 16Q (3453.340000 sec): 3 clusters
  Score: Raw -203198.507585 + Penalty 2497.405322 = -200701.102263
  nChanged 6
		SP:Iteration 17Q (3453.350000 sec): 3 clusters
  Score: Raw -203201.038924 + Penalty 2497.405322 = -200703.633602
  nChanged 9
		SP:Iteration 18Q (3453.350000 sec): 3 clusters
  Score: Raw -203204.909236 + Penalty 2497.405322 = -200707.503914
  nChanged 9
		SP:Iteration 19Q (3453.360000 sec): 3 clusters
  Score: Raw -203209.189939 + Penalty 2497.405322 = -200711.784617
  nChanged 9
		SP:Iteration 20F (3453.360000 sec): 3 clusters
  Score: Raw -203213.547700 + Penalty 2497.405322 = -200716.142378
  nChanged 9
		SP:Iteration 21Q (3453.370000 sec): 3 clusters
  Score: Raw -203217.346117 + Penalty 2497.405322 = -200719.940795
  nChanged 5
		SP:Iteration 22Q (3453.370000 sec): 3 clusters
  Score: Raw -203218.944298 + Penalty 2497.405322 = -200721.538976
  nChanged 8
		SP:Iteration 23Q (3453.380000 sec): 3 clusters
  Score: Raw -203222.495368 + Penalty 2497.405322 = -200725.090046
  nChanged 15
		SP:Iteration 24Q (3453.380000 sec): 3 clusters
  Score: Raw -203231.724393 + Penalty 2497.405322 = -200734.319071
  nChanged 18
		SP:Iteration 25Q (3453.390000 sec): 3 clusters
  Score: Raw -203243.207672 + Penalty 2497.405322 = -200745.802350
  nChanged 26
		SP:Iteration 26Q (3453.400000 sec): 3 clusters
  Score: Raw -203258.475557 + Penalty 2497.405322 = -200761.070235
  nChanged 31
		SP:Iteration 27Q (3453.400000 sec): 3 clusters
  Score: Raw -203275.856545 + Penalty 2497.405322 = -200778.451223
  nChanged 23
		SP:Iteration 28Q (3453.400000 sec): 3 clusters
  Score: Raw -203292.360354 + Penalty 2497.405322 = -200794.955032
  nChanged 28
		SP:Iteration 29Q (3453.410000 sec): 3 clusters
  Score: Raw -203310.419824 + Penalty 2497.405322 = -200813.014502
  nChanged 26
		SP:Iteration 30Q (3453.420000 sec): 3 clusters
  Score: Raw -203324.421519 + Penalty 2497.405322 = -200827.016197
  nChanged 24
		SP:Iteration 31Q (3453.420000 sec): 3 clusters
  Score: Raw -203342.899053 + Penalty 2497.405322 = -200845.493731
  nChanged 22
		SP:Iteration 32Q (3453.420000 sec): 3 clusters
  Score: Raw -203359.526906 + Penalty 2497.405322 = -200862.121584
  nChanged 27
		SP:Iteration 33Q (3453.430000 sec): 3 clusters
  Score: Raw -203379.144425 + Penalty 2497.405322 = -200881.739103
  nChanged 20
		SP:Iteration 34Q (3453.440000 sec): 3 clusters
  Score: Raw -203394.269215 + Penalty 2497.405322 = -200896.863893
  nChanged 20
		SP:Iteration 35Q (3453.440000 sec): 3 clusters
  Score: Raw -203404.191912 + Penalty 2497.405322 = -200906.786590
  nChanged 15
		SP:Iteration 36Q (3453.440000 sec): 3 clusters
  Score: Raw -203417.249599 + Penalty 2497.405322 = -200919.844277
  nChanged 21
		SP:Iteration 37Q (3453.450000 sec): 3 clusters
  Score: Raw -203436.314299 + Penalty 2497.405322 = -200938.908977
  nChanged 20
		SP:Iteration 38Q (3453.460000 sec): 3 clusters
  Score: Raw -203460.267816 + Penalty 2497.405322 = -200962.862494
  nChanged 28
		SP:Iteration 39Q (3453.460000 sec): 3 clusters
  Score: Raw -203490.723864 + Penalty 2497.405322 = -200993.318542
  nChanged 21
		SP:Iteration 40F (3453.470000 sec): 3 clusters
  Score: Raw -203503.461994 + Penalty 2497.405322 = -201006.056672
  nChanged 8
		SP:Iteration 41Q (3453.470000 sec): 3 clusters
  Score: Raw -203509.695959 + Penalty 2497.405322 = -201012.290637
  nChanged 9
		SP:Iteration 42Q (3453.480000 sec): 3 clusters
  Score: Raw -203514.911837 + Penalty 2497.405322 = -201017.506515
  nChanged 9
		SP:Iteration 43Q (3453.480000 sec): 3 clusters
  Score: Raw -203521.435387 + Penalty 2497.405322 = -201024.030065
  nChanged 9
		SP:Iteration 44Q (3453.490000 sec): 3 clusters
  Score: Raw -203527.004911 + Penalty 2497.405322 = -201029.599589
  nChanged 12
		SP:Iteration 45Q (3453.490000 sec): 3 clusters
  Score: Raw -203532.283285 + Penalty 2497.405322 = -201034.877963
  nChanged 16
		SP:Iteration 46Q (3453.500000 sec): 3 clusters
  Score: Raw -203547.104124 + Penalty 2497.405322 = -201049.698802
  nChanged 17
		SP:Iteration 47Q (3453.500000 sec): 3 clusters
  Score: Raw -203559.233340 + Penalty 2497.405322 = -201061.828018
  nChanged 14
		SP:Iteration 48Q (3453.510000 sec): 3 clusters
  Score: Raw -203567.215658 + Penalty 2497.405322 = -201069.810336
  nChanged 11
		SP:Iteration 49Q (3453.510000 sec): 3 clusters
  Score: Raw -203572.525727 + Penalty 2497.405322 = -201075.120405
  nChanged 9
		SP:Iteration 50Q (3453.520000 sec): 3 clusters
  Score: Raw -203577.480088 + Penalty 2497.405322 = -201080.074766
  nChanged 8
		SP:Iteration 51Q (3453.520000 sec): 3 clusters
  Score: Raw -203580.372294 + Penalty 2497.405322 = -201082.966972
  nChanged 8
		SP:Iteration 52Q (3453.530000 sec): 3 clusters
  Score: Raw -203583.145984 + Penalty 2497.405322 = -201085.740662
  nChanged 5
		SP:Iteration 53Q (3453.530000 sec): 3 clusters
  Score: Raw -203585.924186 + Penalty 2497.405322 = -201088.518864
  nChanged 9
		SP:Iteration 54Q (3453.540000 sec): 3 clusters
  Score: Raw -203589.375886 + Penalty 2497.405322 = -201091.970564
  nChanged 5
		SP:Iteration 55Q (3453.540000 sec): 3 clusters
  Score: Raw -203591.337174 + Penalty 2497.405322 = -201093.931852
  nChanged 8
		SP:Iteration 56Q (3453.550000 sec): 3 clusters
  Score: Raw -203595.787555 + Penalty 2497.405322 = -201098.382233
  nChanged 10
		SP:Iteration 57Q (3453.550000 sec): 3 clusters
  Score: Raw -203600.715067 + Penalty 2497.405322 = -201103.309745
  nChanged 9
		SP:Iteration 58Q (3453.560000 sec): 3 clusters
  Score: Raw -203605.030142 + Penalty 2497.405322 = -201107.624820
  nChanged 11
		SP:Iteration 59Q (3453.560000 sec): 3 clusters
  Score: Raw -203608.994458 + Penalty 2497.405322 = -201111.589136
  nChanged 6
		SP:Iteration 60F (3453.570000 sec): 3 clusters
  Score: Raw -203611.241177 + Penalty 2497.405322 = -201113.835855
  nChanged 4
		SP:Iteration 61Q (3453.570000 sec): 3 clusters
  Score: Raw -203614.174762 + Penalty 2497.405322 = -201116.769440
  nChanged 4
		SP:Iteration 62Q (3453.580000 sec): 3 clusters
  Score: Raw -203615.619012 + Penalty 2497.405322 = -201118.213690
  nChanged 2
		SP:Iteration 63Q (3453.580000 sec): 3 clusters
  Score: Raw -203616.065796 + Penalty 2497.405322 = -201118.660474
  nChanged 1
		SP:Iteration 64Q (3453.590000 sec): 3 clusters
  Score: Raw -203617.055767 + Penalty 2497.405322 = -201119.650445
  nChanged 3
		SP:Iteration 65Q (3453.590000 sec): 3 clusters
  Score: Raw -203618.242979 + Penalty 2497.405322 = -201120.837657
  nChanged 5
		SP:Iteration 66Q (3453.600000 sec): 3 clusters
  Score: Raw -203620.971189 + Penalty 2497.405322 = -201123.565867
  nChanged 5
		SP:Iteration 67Q (3453.600000 sec): 3 clusters
  Score: Raw -203623.897674 + Penalty 2497.405322 = -201126.492352
  nChanged 3
		SP:Iteration 68Q (3453.600000 sec): 3 clusters
  Score: Raw -203626.038977 + Penalty 2497.405322 = -201128.633655
  nChanged 6
		SP:Iteration 69Q (3453.610000 sec): 3 clusters
  Score: Raw -203628.706825 + Penalty 2497.405322 = -201131.301503
  nChanged 1
		SP:Iteration 70Q (3453.610000 sec): 3 clusters
  Score: Raw -203629.056095 + Penalty 2497.405322 = -201131.650773
  nChanged 0
		SP:Iteration 71F (3453.620000 sec): 3 clusters
  Score: Raw -203629.056095 + Penalty 2497.405322 = -201131.650773
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 67 (1624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3453.630000 sec): 2 clusters
  Score: Raw -161947.232861 + Penalty 1201.305222 = -160745.927639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3453.630000 sec): 3 clusters
  Score: Raw -161279.341601 + Penalty 2402.610444 = -158876.731156
  nChanged 554
		SP:Iteration 1F (3453.640000 sec): 3 clusters
  Score: Raw -161655.446678 + Penalty 2402.610444 = -159252.836234
  nChanged 131
		SP:Iteration 2F (3453.640000 sec): 3 clusters
  Score: Raw -161754.536145 + Penalty 2402.610444 = -159351.925700
  nChanged 67
		SP:Iteration 3Q (3453.640000 sec): 3 clusters
  Score: Raw -161800.666979 + Penalty 2402.610444 = -159398.056534
  nChanged 46
		SP:Iteration 4Q (3453.650000 sec): 3 clusters
  Score: Raw -161833.754287 + Penalty 2402.610444 = -159431.143843
  nChanged 40
		SP:Iteration 5Q (3453.650000 sec): 3 clusters
  Score: Raw -161867.873595 + Penalty 2402.610444 = -159465.263151
  nChanged 31
		SP:Iteration 6Q (3453.660000 sec): 3 clusters
  Score: Raw -161890.554502 + Penalty 2402.610444 = -159487.944057
  nChanged 25
		SP:Iteration 7Q (3453.660000 sec): 3 clusters
  Score: Raw -161900.973541 + Penalty 2402.610444 = -159498.363097
  nChanged 13
		SP:Iteration 8Q (3453.660000 sec): 3 clusters
  Score: Raw -161907.400184 + Penalty 2402.610444 = -159504.789740
  nChanged 12
		SP:Iteration 9Q (3453.670000 sec): 3 clusters
  Score: Raw -161915.696705 + Penalty 2402.610444 = -159513.086261
  nChanged 16
		SP:Iteration 10Q (3453.670000 sec): 3 clusters
  Score: Raw -161929.624641 + Penalty 2402.610444 = -159527.014196
  nChanged 17
		SP:Iteration 11Q (3453.680000 sec): 3 clusters
  Score: Raw -161941.712110 + Penalty 2402.610444 = -159539.101666
  nChanged 21
		SP:Iteration 12Q (3453.680000 sec): 3 clusters
  Score: Raw -161958.445067 + Penalty 2402.610444 = -159555.834622
  nChanged 16
		SP:Iteration 13Q (3453.680000 sec): 3 clusters
  Score: Raw -161968.983799 + Penalty 2402.610444 = -159566.373355
  nChanged 18
		SP:Iteration 14Q (3453.690000 sec): 3 clusters
  Score: Raw -161984.714261 + Penalty 2402.610444 = -159582.103816
  nChanged 20
		SP:Iteration 15Q (3453.690000 sec): 3 clusters
  Score: Raw -161997.487205 + Penalty 2402.610444 = -159594.876761
  nChanged 14
		SP:Iteration 16Q (3453.700000 sec): 3 clusters
  Score: Raw -162007.498891 + Penalty 2402.610444 = -159604.888446
  nChanged 12
		SP:Iteration 17Q (3453.700000 sec): 3 clusters
  Score: Raw -162014.947051 + Penalty 2402.610444 = -159612.336607
  nChanged 8
		SP:Iteration 18Q (3453.700000 sec): 3 clusters
  Score: Raw -162018.810240 + Penalty 2402.610444 = -159616.199796
  nChanged 4
		SP:Iteration 19Q (3453.710000 sec): 3 clusters
  Score: Raw -162020.511958 + Penalty 2402.610444 = -159617.901513
  nChanged 2
		SP:Iteration 20F (3453.710000 sec): 3 clusters
  Score: Raw -162021.570309 + Penalty 2402.610444 = -159618.959865
  nChanged 1
		SP:Iteration 21Q (3453.720000 sec): 3 clusters
  Score: Raw -162022.328406 + Penalty 2402.610444 = -159619.717962
  nChanged 4
		SP:Iteration 22Q (3453.720000 sec): 3 clusters
  Score: Raw -162025.019091 + Penalty 2402.610444 = -159622.408646
  nChanged 4
		SP:Iteration 23Q (3453.720000 sec): 3 clusters
  Score: Raw -162027.394817 + Penalty 2402.610444 = -159624.784373
  nChanged 2
		SP:Iteration 24Q (3453.730000 sec): 3 clusters
  Score: Raw -162028.979434 + Penalty 2402.610444 = -159626.368990
  nChanged 2
		SP:Iteration 25Q (3453.730000 sec): 3 clusters
  Score: Raw -162029.627605 + Penalty 2402.610444 = -159627.017161
  nChanged 2
		SP:Iteration 26Q (3453.740000 sec): 3 clusters
  Score: Raw -162031.003491 + Penalty 2402.610444 = -159628.393047
  nChanged 3
		SP:Iteration 27Q (3453.740000 sec): 3 clusters
  Score: Raw -162033.322725 + Penalty 2402.610444 = -159630.712280
  nChanged 2
		SP:Iteration 28Q (3453.740000 sec): 3 clusters
  Score: Raw -162034.465546 + Penalty 2402.610444 = -159631.855102
  nChanged 3
		SP:Iteration 29Q (3453.750000 sec): 3 clusters
  Score: Raw -162036.592288 + Penalty 2402.610444 = -159633.981843
  nChanged 2
		SP:Iteration 30Q (3453.760000 sec): 3 clusters
  Score: Raw -162036.973719 + Penalty 2402.610444 = -159634.363275
  nChanged 0
		SP:Iteration 31F (3453.760000 sec): 3 clusters
  Score: Raw -162036.973719 + Penalty 2402.610444 = -159634.363275
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 68 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3453.770000 sec): 2 clusters
  Score: Raw -196417.783049 + Penalty 1246.065228 = -195171.717822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3453.780000 sec): 3 clusters
  Score: Raw -195437.873199 + Penalty 2492.130455 = -192945.742743
  nChanged 774
		SP:Iteration 1F (3453.780000 sec): 3 clusters
  Score: Raw -195931.569378 + Penalty 2492.130455 = -193439.438922
  nChanged 173
		SP:Iteration 2F (3453.780000 sec): 3 clusters
  Score: Raw -196092.704297 + Penalty 2492.130455 = -193600.573842
  nChanged 151
		SP:Iteration 3F (3453.790000 sec): 3 clusters
  Score: Raw -196227.597697 + Penalty 2492.130455 = -193735.467242
  nChanged 110
		SP:Iteration 4F (3453.800000 sec): 3 clusters
  Score: Raw -196338.273283 + Penalty 2492.130455 = -193846.142828
  nChanged 92
		SP:Iteration 5Q (3453.800000 sec): 3 clusters
  Score: Raw -196429.842397 + Penalty 2492.130455 = -193937.711942
  nChanged 73
		SP:Iteration 6Q (3453.810000 sec): 3 clusters
  Score: Raw -196498.703831 + Penalty 2492.130455 = -194006.573376
  nChanged 72
		SP:Iteration 7Q (3453.810000 sec): 3 clusters
  Score: Raw -196545.188293 + Penalty 2492.130455 = -194053.057838
  nChanged 46
		SP:Iteration 8Q (3453.820000 sec): 3 clusters
  Score: Raw -196576.120764 + Penalty 2492.130455 = -194083.990309
  nChanged 44
		SP:Iteration 9Q (3453.820000 sec): 3 clusters
  Score: Raw -196609.006028 + Penalty 2492.130455 = -194116.875573
  nChanged 34
		SP:Iteration 10Q (3453.830000 sec): 3 clusters
  Score: Raw -196630.926292 + Penalty 2492.130455 = -194138.795837
  nChanged 42
		SP:Iteration 11Q (3453.830000 sec): 3 clusters
  Score: Raw -196660.551087 + Penalty 2492.130455 = -194168.420632
  nChanged 35
		SP:Iteration 12Q (3453.840000 sec): 3 clusters
  Score: Raw -196680.287182 + Penalty 2492.130455 = -194188.156727
  nChanged 31
		SP:Iteration 13Q (3453.840000 sec): 3 clusters
  Score: Raw -196701.761595 + Penalty 2492.130455 = -194209.631139
  nChanged 23
		SP:Iteration 14Q (3453.850000 sec): 3 clusters
  Score: Raw -196718.091068 + Penalty 2492.130455 = -194225.960612
  nChanged 24
		SP:Iteration 15Q (3453.860000 sec): 3 clusters
  Score: Raw -196733.607493 + Penalty 2492.130455 = -194241.477038
  nChanged 25
		SP:Iteration 16Q (3453.860000 sec): 3 clusters
  Score: Raw -196746.063523 + Penalty 2492.130455 = -194253.933067
  nChanged 16
		SP:Iteration 17Q (3453.860000 sec): 3 clusters
  Score: Raw -196753.774408 + Penalty 2492.130455 = -194261.643952
  nChanged 16
		SP:Iteration 18Q (3453.870000 sec): 3 clusters
  Score: Raw -196762.017721 + Penalty 2492.130455 = -194269.887266
  nChanged 20
		SP:Iteration 19Q (3453.880000 sec): 3 clusters
  Score: Raw -196771.670472 + Penalty 2492.130455 = -194279.540016
  nChanged 16
		SP:Iteration 20F (3453.880000 sec): 3 clusters
  Score: Raw -196780.646714 + Penalty 2492.130455 = -194288.516259
  nChanged 7
		SP:Iteration 21Q (3453.880000 sec): 3 clusters
  Score: Raw -196783.720906 + Penalty 2492.130455 = -194291.590451
  nChanged 6
		SP:Iteration 22Q (3453.890000 sec): 3 clusters
  Score: Raw -196786.962614 + Penalty 2492.130455 = -194294.832158
  nChanged 7
		SP:Iteration 23Q (3453.900000 sec): 3 clusters
  Score: Raw -196791.980711 + Penalty 2492.130455 = -194299.850256
  nChanged 11
		SP:Iteration 24Q (3453.900000 sec): 3 clusters
  Score: Raw -196797.288813 + Penalty 2492.130455 = -194305.158358
  nChanged 5
		SP:Iteration 25Q (3453.910000 sec): 3 clusters
  Score: Raw -196800.399653 + Penalty 2492.130455 = -194308.269198
  nChanged 4
		SP:Iteration 26Q (3453.910000 sec): 3 clusters
  Score: Raw -196803.449621 + Penalty 2492.130455 = -194311.319166
  nChanged 10
		SP:Iteration 27Q (3453.920000 sec): 3 clusters
  Score: Raw -196807.580983 + Penalty 2492.130455 = -194315.450527
  nChanged 7
		SP:Iteration 28Q (3453.920000 sec): 3 clusters
  Score: Raw -196810.161493 + Penalty 2492.130455 = -194318.031037
  nChanged 2
		SP:Iteration 29Q (3453.930000 sec): 3 clusters
  Score: Raw -196810.758150 + Penalty 2492.130455 = -194318.627695
  nChanged 0
		SP:Iteration 30F (3453.930000 sec): 3 clusters
  Score: Raw -196810.758150 + Penalty 2492.130455 = -194318.627695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 69 (2288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3453.940000 sec): 2 clusters
  Score: Raw -229289.152804 + Penalty 1257.007920 = -228032.144884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3453.950000 sec): 3 clusters
  Score: Raw -228271.966470 + Penalty 2514.015840 = -225757.950631
  nChanged 837
		SP:Iteration 1F (3453.950000 sec): 3 clusters
  Score: Raw -228802.973855 + Penalty 2514.015840 = -226288.958015
  nChanged 161
		SP:Iteration 2F (3453.960000 sec): 3 clusters
  Score: Raw -228911.334656 + Penalty 2514.015840 = -226397.318817
  nChanged 93
		SP:Iteration 3Q (3453.960000 sec): 3 clusters
  Score: Raw -228966.178393 + Penalty 2514.015840 = -226452.162554
  nChanged 68
		SP:Iteration 4Q (3453.970000 sec): 3 clusters
  Score: Raw -229003.691888 + Penalty 2514.015840 = -226489.676049
  nChanged 45
		SP:Iteration 5Q (3453.980000 sec): 3 clusters
  Score: Raw -229025.080648 + Penalty 2514.015840 = -226511.064808
  nChanged 27
		SP:Iteration 6Q (3453.980000 sec): 3 clusters
  Score: Raw -229037.491672 + Penalty 2514.015840 = -226523.475832
  nChanged 21
		SP:Iteration 7Q (3453.990000 sec): 3 clusters
  Score: Raw -229048.092230 + Penalty 2514.015840 = -226534.076390
  nChanged 16
		SP:Iteration 8Q (3453.990000 sec): 3 clusters
  Score: Raw -229058.144098 + Penalty 2514.015840 = -226544.128259
  nChanged 21
		SP:Iteration 9Q (3454.000000 sec): 3 clusters
  Score: Raw -229071.119713 + Penalty 2514.015840 = -226557.103874
  nChanged 17
		SP:Iteration 10Q (3454.000000 sec): 3 clusters
  Score: Raw -229081.268872 + Penalty 2514.015840 = -226567.253032
  nChanged 20
		SP:Iteration 11Q (3454.010000 sec): 3 clusters
  Score: Raw -229093.315816 + Penalty 2514.015840 = -226579.299977
  nChanged 20
		SP:Iteration 12Q (3454.020000 sec): 3 clusters
  Score: Raw -229102.784939 + Penalty 2514.015840 = -226588.769099
  nChanged 22
		SP:Iteration 13Q (3454.020000 sec): 3 clusters
  Score: Raw -229114.472484 + Penalty 2514.015840 = -226600.456644
  nChanged 29
		SP:Iteration 14Q (3454.030000 sec): 3 clusters
  Score: Raw -229129.323074 + Penalty 2514.015840 = -226615.307235
  nChanged 20
		SP:Iteration 15Q (3454.030000 sec): 3 clusters
  Score: Raw -229139.736653 + Penalty 2514.015840 = -226625.720814
  nChanged 28
		SP:Iteration 16Q (3454.040000 sec): 3 clusters
  Score: Raw -229152.551635 + Penalty 2514.015840 = -226638.535795
  nChanged 18
		SP:Iteration 17Q (3454.040000 sec): 3 clusters
  Score: Raw -229160.265291 + Penalty 2514.015840 = -226646.249452
  nChanged 23
		SP:Iteration 18Q (3454.050000 sec): 3 clusters
  Score: Raw -229169.183937 + Penalty 2514.015840 = -226655.168097
  nChanged 13
		SP:Iteration 19Q (3454.060000 sec): 3 clusters
  Score: Raw -229174.467997 + Penalty 2514.015840 = -226660.452157
  nChanged 10
		SP:Iteration 20F (3454.060000 sec): 3 clusters
  Score: Raw -229179.499007 + Penalty 2514.015840 = -226665.483167
  nChanged 16
		SP:Iteration 21Q (3454.070000 sec): 3 clusters
  Score: Raw -229188.359478 + Penalty 2514.015840 = -226674.343638
  nChanged 16
		SP:Iteration 22Q (3454.070000 sec): 3 clusters
  Score: Raw -229196.893446 + Penalty 2514.015840 = -226682.877607
  nChanged 14
		SP:Iteration 23Q (3454.080000 sec): 3 clusters
  Score: Raw -229202.526361 + Penalty 2514.015840 = -226688.510521
  nChanged 7
		SP:Iteration 24Q (3454.080000 sec): 3 clusters
  Score: Raw -229206.328930 + Penalty 2514.015840 = -226692.313090
  nChanged 9
		SP:Iteration 25Q (3454.090000 sec): 3 clusters
  Score: Raw -229210.142507 + Penalty 2514.015840 = -226696.126668
  nChanged 13
		SP:Iteration 26Q (3454.100000 sec): 3 clusters
  Score: Raw -229215.259641 + Penalty 2514.015840 = -226701.243801
  nChanged 12
		SP:Iteration 27Q (3454.100000 sec): 3 clusters
  Score: Raw -229221.145706 + Penalty 2514.015840 = -226707.129866
  nChanged 8
		SP:Iteration 28Q (3454.110000 sec): 3 clusters
  Score: Raw -229224.094577 + Penalty 2514.015840 = -226710.078737
  nChanged 9
		SP:Iteration 29Q (3454.110000 sec): 3 clusters
  Score: Raw -229228.625905 + Penalty 2514.015840 = -226714.610066
  nChanged 11
		SP:Iteration 30Q (3454.120000 sec): 3 clusters
  Score: Raw -229233.529326 + Penalty 2514.015840 = -226719.513486
  nChanged 7
		SP:Iteration 31Q (3454.120000 sec): 3 clusters
  Score: Raw -229237.547223 + Penalty 2514.015840 = -226723.531383
  nChanged 5
		SP:Iteration 32Q (3454.130000 sec): 3 clusters
  Score: Raw -229239.207729 + Penalty 2514.015840 = -226725.191889
  nChanged 5
		SP:Iteration 33Q (3454.140000 sec): 3 clusters
  Score: Raw -229242.468053 + Penalty 2514.015840 = -226728.452213
  nChanged 12
		SP:Iteration 34Q (3454.140000 sec): 3 clusters
  Score: Raw -229247.190243 + Penalty 2514.015840 = -226733.174403
  nChanged 8
		SP:Iteration 35Q (3454.150000 sec): 3 clusters
  Score: Raw -229249.436719 + Penalty 2514.015840 = -226735.420879
  nChanged 6
		SP:Iteration 36Q (3454.150000 sec): 3 clusters
  Score: Raw -229251.193396 + Penalty 2514.015840 = -226737.177556
  nChanged 6
		SP:Iteration 37Q (3454.160000 sec): 3 clusters
  Score: Raw -229253.394720 + Penalty 2514.015840 = -226739.378880
  nChanged 3
		SP:Iteration 38Q (3454.160000 sec): 3 clusters
  Score: Raw -229254.387844 + Penalty 2514.015840 = -226740.372004
  nChanged 6
		SP:Iteration 39Q (3454.170000 sec): 3 clusters
  Score: Raw -229255.724169 + Penalty 2514.015840 = -226741.708329
  nChanged 3
		SP:Iteration 40F (3454.180000 sec): 3 clusters
  Score: Raw -229256.511284 + Penalty 2514.015840 = -226742.495444
  nChanged 1
		SP:Iteration 41Q (3454.180000 sec): 3 clusters
  Score: Raw -229256.728112 + Penalty 2514.015840 = -226742.712273
  nChanged 0
		SP:Iteration 42F (3454.190000 sec): 3 clusters
  Score: Raw -229256.728112 + Penalty 2514.015840 = -226742.712273
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 70 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3454.190000 sec): 2 clusters
  Score: Raw -29356.334499 + Penalty 932.192998 = -28424.141500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3454.190000 sec): 3 clusters
  Score: Raw -29426.719865 + Penalty 1864.385997 = -27562.333868
  nChanged 62
		SP:Iteration 1F (3454.190000 sec): 3 clusters
  Score: Raw -29551.905672 + Penalty 1864.385997 = -27687.519676
  nChanged 14
		SP:Iteration 2Q (3454.190000 sec): 3 clusters
  Score: Raw -29591.449789 + Penalty 1864.385997 = -27727.063792
  nChanged 9
		SP:Iteration 3Q (3454.200000 sec): 3 clusters
  Score: Raw -29608.863262 + Penalty 1864.385997 = -27744.477266
  nChanged 5
		SP:Iteration 4Q (3454.200000 sec): 3 clusters
  Score: Raw -29621.222233 + Penalty 1864.385997 = -27756.836236
  nChanged 2
		SP:Iteration 5Q (3454.200000 sec): 3 clusters
  Score: Raw -29632.997057 + Penalty 1864.385997 = -27768.611060
  nChanged 2
		SP:Iteration 6Q (3454.200000 sec): 3 clusters
  Score: Raw -29636.609266 + Penalty 1864.385997 = -27772.223269
  nChanged 0
		SP:Iteration 7F (3454.200000 sec): 3 clusters
  Score: Raw -29636.609266 + Penalty 1864.385997 = -27772.223269
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 71 (1432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3454.200000 sec): 2 clusters
  Score: Raw -147122.286378 + Penalty 1180.859444 = -145941.426934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3454.210000 sec): 3 clusters
  Score: Raw -146592.016307 + Penalty 2361.718888 = -144230.297419
  nChanged 452
		SP:Iteration 1F (3454.210000 sec): 3 clusters
  Score: Raw -146932.696536 + Penalty 2361.718888 = -144570.977649
  nChanged 98
		SP:Iteration 2F (3454.220000 sec): 3 clusters
  Score: Raw -147010.352939 + Penalty 2361.718888 = -144648.634051
  nChanged 59
		SP:Iteration 3Q (3454.220000 sec): 3 clusters
  Score: Raw -147053.831112 + Penalty 2361.718888 = -144692.112224
  nChanged 34
		SP:Iteration 4Q (3454.220000 sec): 3 clusters
  Score: Raw -147073.753751 + Penalty 2361.718888 = -144712.034863
  nChanged 20
		SP:Iteration 5Q (3454.230000 sec): 3 clusters
  Score: Raw -147087.724241 + Penalty 2361.718888 = -144726.005353
  nChanged 13
		SP:Iteration 6Q (3454.230000 sec): 3 clusters
  Score: Raw -147095.267749 + Penalty 2361.718888 = -144733.548862
  nChanged 11
		SP:Iteration 7Q (3454.230000 sec): 3 clusters
  Score: Raw -147102.400958 + Penalty 2361.718888 = -144740.682070
  nChanged 10
		SP:Iteration 8Q (3454.240000 sec): 3 clusters
  Score: Raw -147109.586971 + Penalty 2361.718888 = -144747.868083
  nChanged 10
		SP:Iteration 9Q (3454.240000 sec): 3 clusters
  Score: Raw -147116.118089 + Penalty 2361.718888 = -144754.399201
  nChanged 7
		SP:Iteration 10Q (3454.240000 sec): 3 clusters
  Score: Raw -147119.296031 + Penalty 2361.718888 = -144757.577143
  nChanged 2
		SP:Iteration 11Q (3454.250000 sec): 3 clusters
  Score: Raw -147120.981217 + Penalty 2361.718888 = -144759.262329
  nChanged 3
		SP:Iteration 12Q (3454.250000 sec): 3 clusters
  Score: Raw -147122.672124 + Penalty 2361.718888 = -144760.953236
  nChanged 4
		SP:Iteration 13Q (3454.260000 sec): 3 clusters
  Score: Raw -147126.535667 + Penalty 2361.718888 = -144764.816779
  nChanged 5
		SP:Iteration 14Q (3454.260000 sec): 3 clusters
  Score: Raw -147130.810509 + Penalty 2361.718888 = -144769.091621
  nChanged 8
		SP:Iteration 15Q (3454.260000 sec): 3 clusters
  Score: Raw -147136.943387 + Penalty 2361.718888 = -144775.224499
  nChanged 10
		SP:Iteration 16Q (3454.270000 sec): 3 clusters
  Score: Raw -147142.368429 + Penalty 2361.718888 = -144780.649541
  nChanged 12
		SP:Iteration 17Q (3454.270000 sec): 3 clusters
  Score: Raw -147148.628821 + Penalty 2361.718888 = -144786.909933
  nChanged 9
		SP:Iteration 18Q (3454.270000 sec): 3 clusters
  Score: Raw -147155.583962 + Penalty 2361.718888 = -144793.865074
  nChanged 10
		SP:Iteration 19Q (3454.280000 sec): 3 clusters
  Score: Raw -147161.993726 + Penalty 2361.718888 = -144800.274838
  nChanged 5
		SP:Iteration 20F (3454.280000 sec): 3 clusters
  Score: Raw -147164.335040 + Penalty 2361.718888 = -144802.616152
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 72 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3454.290000 sec): 2 clusters
  Score: Raw -204802.254663 + Penalty 1249.225050 = -203553.029614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3454.300000 sec): 3 clusters
  Score: Raw -203837.822748 + Penalty 2498.450099 = -201339.372649
  nChanged 792
		SP:Iteration 1F (3454.300000 sec): 3 clusters
  Score: Raw -204438.626437 + Penalty 2498.450099 = -201940.176338
  nChanged 201
		SP:Iteration 2F (3454.300000 sec): 3 clusters
  Score: Raw -204754.663417 + Penalty 2498.450099 = -202256.213318
  nChanged 205
		SP:Iteration 3F (3454.310000 sec): 3 clusters
  Score: Raw -205069.564502 + Penalty 2498.450099 = -202571.114403
  nChanged 174
		SP:Iteration 4F (3454.320000 sec): 3 clusters
  Score: Raw -205281.438938 + Penalty 2498.450099 = -202782.988839
  nChanged 112
		SP:Iteration 5F (3454.320000 sec): 3 clusters
  Score: Raw -205423.842584 + Penalty 2498.450099 = -202925.392485
  nChanged 85
		SP:Iteration 6Q (3454.330000 sec): 3 clusters
  Score: Raw -205520.348120 + Penalty 2498.450099 = -203021.898021
  nChanged 57
		SP:Iteration 7Q (3454.330000 sec): 3 clusters
  Score: Raw -205574.652392 + Penalty 2498.450099 = -203076.202293
  nChanged 46
		SP:Iteration 8Q (3454.340000 sec): 3 clusters
  Score: Raw -205614.414531 + Penalty 2498.450099 = -203115.964432
  nChanged 25
		SP:Iteration 9Q (3454.340000 sec): 3 clusters
  Score: Raw -205629.555293 + Penalty 2498.450099 = -203131.105194
  nChanged 12
		SP:Iteration 10Q (3454.350000 sec): 3 clusters
  Score: Raw -205638.100660 + Penalty 2498.450099 = -203139.650561
  nChanged 12
		SP:Iteration 11Q (3454.350000 sec): 3 clusters
  Score: Raw -205644.092692 + Penalty 2498.450099 = -203145.642593
  nChanged 10
		SP:Iteration 12Q (3454.360000 sec): 3 clusters
  Score: Raw -205651.006890 + Penalty 2498.450099 = -203152.556791
  nChanged 9
		SP:Iteration 13Q (3454.360000 sec): 3 clusters
  Score: Raw -205656.300441 + Penalty 2498.450099 = -203157.850342
  nChanged 6
		SP:Iteration 14Q (3454.370000 sec): 3 clusters
  Score: Raw -205662.085283 + Penalty 2498.450099 = -203163.635184
  nChanged 4
		SP:Iteration 15Q (3454.370000 sec): 3 clusters
  Score: Raw -205666.222378 + Penalty 2498.450099 = -203167.772279
  nChanged 6
		SP:Iteration 16Q (3454.380000 sec): 3 clusters
  Score: Raw -205669.710009 + Penalty 2498.450099 = -203171.259910
  nChanged 4
		SP:Iteration 17Q (3454.380000 sec): 3 clusters
  Score: Raw -205673.692886 + Penalty 2498.450099 = -203175.242787
  nChanged 4
		SP:Iteration 18Q (3454.390000 sec): 3 clusters
  Score: Raw -205676.171377 + Penalty 2498.450099 = -203177.721278
  nChanged 7
		SP:Iteration 19Q (3454.390000 sec): 3 clusters
  Score: Raw -205681.371933 + Penalty 2498.450099 = -203182.921834
  nChanged 7
		SP:Iteration 20F (3454.400000 sec): 3 clusters
  Score: Raw -205685.574057 + Penalty 2498.450099 = -203187.123958
  nChanged 4
		SP:Iteration 21Q (3454.400000 sec): 3 clusters
  Score: Raw -205687.606564 + Penalty 2498.450099 = -203189.156465
  nChanged 2
		SP:Iteration 22Q (3454.410000 sec): 3 clusters
  Score: Raw -205687.974083 + Penalty 2498.450099 = -203189.523984
  nChanged 1
		SP:Iteration 23Q (3454.410000 sec): 3 clusters
  Score: Raw -205688.305947 + Penalty 2498.450099 = -203189.855848
  nChanged 1
		SP:Iteration 24Q (3454.420000 sec): 3 clusters
  Score: Raw -205688.666678 + Penalty 2498.450099 = -203190.216579
  nChanged 0
		SP:Iteration 25F (3454.420000 sec): 3 clusters
  Score: Raw -205688.666678 + Penalty 2498.450099 = -203190.216579
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 73 (5821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3454.440000 sec): 2 clusters
  Score: Raw -559765.040714 + Penalty 1408.749444 = -558356.291270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3454.460000 sec): 3 clusters
  Score: Raw -556723.995912 + Penalty 2817.498888 = -553906.497024
  nChanged 2365
		SP:Iteration 1F (3454.470000 sec): 3 clusters
  Score: Raw -558173.235655 + Penalty 2817.498888 = -555355.736767
  nChanged 431
		SP:Iteration 2F (3454.490000 sec): 3 clusters
  Score: Raw -558496.562061 + Penalty 2817.498888 = -555679.063174
  nChanged 376
		SP:Iteration 3F (3454.500000 sec): 3 clusters
  Score: Raw -558755.252360 + Penalty 2817.498888 = -555937.753472
  nChanged 332
		SP:Iteration 4F (3454.520000 sec): 3 clusters
  Score: Raw -558968.265686 + Penalty 2817.498888 = -556150.766798
  nChanged 294
		SP:Iteration 5F (3454.530000 sec): 3 clusters
  Score: Raw -559137.163102 + Penalty 2817.498888 = -556319.664214
  nChanged 239
		SP:Iteration 6Q (3454.550000 sec): 3 clusters
  Score: Raw -559280.269445 + Penalty 2817.498888 = -556462.770557
  nChanged 251
		SP:Iteration 7Q (3454.560000 sec): 3 clusters
  Score: Raw -559429.478561 + Penalty 2817.498888 = -556611.979673
  nChanged 246
		SP:Iteration 8Q (3454.580000 sec): 3 clusters
  Score: Raw -559571.371454 + Penalty 2817.498888 = -556753.872566
  nChanged 217
		SP:Iteration 9Q (3454.590000 sec): 3 clusters
  Score: Raw -559711.828589 + Penalty 2817.498888 = -556894.329701
  nChanged 212
		SP:Iteration 10Q (3454.600000 sec): 3 clusters
  Score: Raw -559841.912808 + Penalty 2817.498888 = -557024.413920
  nChanged 192
		SP:Iteration 11Q (3454.620000 sec): 3 clusters
  Score: Raw -559952.255659 + Penalty 2817.498888 = -557134.756771
  nChanged 168
		SP:Iteration 12Q (3454.630000 sec): 3 clusters
  Score: Raw -560062.195858 + Penalty 2817.498888 = -557244.696970
  nChanged 148
		SP:Iteration 13Q (3454.650000 sec): 3 clusters
  Score: Raw -560164.643845 + Penalty 2817.498888 = -557347.144957
  nChanged 136
		SP:Iteration 14Q (3454.660000 sec): 3 clusters
  Score: Raw -560257.573227 + Penalty 2817.498888 = -557440.074339
  nChanged 123
		SP:Iteration 15Q (3454.680000 sec): 3 clusters
  Score: Raw -560343.915501 + Penalty 2817.498888 = -557526.416614
  nChanged 94
		SP:Iteration 16Q (3454.690000 sec): 3 clusters
  Score: Raw -560402.825970 + Penalty 2817.498888 = -557585.327082
  nChanged 70
		SP:Iteration 17Q (3454.700000 sec): 3 clusters
  Score: Raw -560442.801406 + Penalty 2817.498888 = -557625.302518
  nChanged 47
		SP:Iteration 18Q (3454.720000 sec): 3 clusters
  Score: Raw -560467.813177 + Penalty 2817.498888 = -557650.314289
  nChanged 38
		SP:Iteration 19Q (3454.730000 sec): 3 clusters
  Score: Raw -560488.621654 + Penalty 2817.498888 = -557671.122767
  nChanged 29
		SP:Iteration 20F (3454.740000 sec): 3 clusters
  Score: Raw -560509.110552 + Penalty 2817.498888 = -557691.611664
  nChanged 35
		SP:Iteration 21Q (3454.760000 sec): 3 clusters
  Score: Raw -560539.278763 + Penalty 2817.498888 = -557721.779875
  nChanged 35
		SP:Iteration 22Q (3454.770000 sec): 3 clusters
  Score: Raw -560575.025507 + Penalty 2817.498888 = -557757.526619
  nChanged 22
		SP:Iteration 23Q (3454.780000 sec): 3 clusters
  Score: Raw -560597.486126 + Penalty 2817.498888 = -557779.987239
  nChanged 28
		SP:Iteration 24Q (3454.800000 sec): 3 clusters
  Score: Raw -560620.177384 + Penalty 2817.498888 = -557802.678496
  nChanged 20
		SP:Iteration 25Q (3454.810000 sec): 3 clusters
  Score: Raw -560635.351819 + Penalty 2817.498888 = -557817.852931
  nChanged 20
		SP:Iteration 26Q (3454.820000 sec): 3 clusters
  Score: Raw -560655.723308 + Penalty 2817.498888 = -557838.224420
  nChanged 20
		SP:Iteration 27Q (3454.830000 sec): 3 clusters
  Score: Raw -560670.219742 + Penalty 2817.498888 = -557852.720854
  nChanged 10
		SP:Iteration 28Q (3454.840000 sec): 3 clusters
  Score: Raw -560676.143801 + Penalty 2817.498888 = -557858.644913
  nChanged 9
		SP:Iteration 29Q (3454.860000 sec): 3 clusters
  Score: Raw -560679.754151 + Penalty 2817.498888 = -557862.255263
  nChanged 4
		SP:Iteration 30Q (3454.870000 sec): 3 clusters
  Score: Raw -560681.587747 + Penalty 2817.498888 = -557864.088859
  nChanged 4
		SP:Iteration 31Q (3454.890000 sec): 3 clusters
  Score: Raw -560683.801330 + Penalty 2817.498888 = -557866.302442
  nChanged 4
		SP:Iteration 32Q (3454.900000 sec): 3 clusters
  Score: Raw -560686.293885 + Penalty 2817.498888 = -557868.794997
  nChanged 3
		SP:Iteration 33Q (3454.910000 sec): 3 clusters
  Score: Raw -560687.218526 + Penalty 2817.498888 = -557869.719638
  nChanged 1
		SP:Iteration 34Q (3454.920000 sec): 3 clusters
  Score: Raw -560687.358294 + Penalty 2817.498888 = -557869.859406
  nChanged 1
		SP:Iteration 35Q (3454.930000 sec): 3 clusters
  Score: Raw -560687.631210 + Penalty 2817.498888 = -557870.132323
  nChanged 1
		SP:Iteration 36Q (3454.950000 sec): 3 clusters
  Score: Raw -560688.150306 + Penalty 2817.498888 = -557870.651418
  nChanged 3
		SP:Iteration 37Q (3454.960000 sec): 3 clusters
  Score: Raw -560689.529121 + Penalty 2817.498888 = -557872.030233
  nChanged 2
		SP:Iteration 38Q (3454.970000 sec): 3 clusters
  Score: Raw -560690.789581 + Penalty 2817.498888 = -557873.290693
  nChanged 1
		SP:Iteration 39Q (3454.980000 sec): 3 clusters
  Score: Raw -560691.605522 + Penalty 2817.498888 = -557874.106634
  nChanged 0
		SP:Iteration 40F (3454.990000 sec): 3 clusters
  Score: Raw -560691.605522 + Penalty 2817.498888 = -557874.106634
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 74 (632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3455.000000 sec): 2 clusters
  Score: Raw -48916.785461 + Penalty 1047.944527 = -47868.840935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3455.000000 sec): 3 clusters
  Score: Raw -48839.160026 + Penalty 2095.889053 = -46743.270973
  nChanged 173
		SP:Iteration 1F (3455.010000 sec): 3 clusters
  Score: Raw -49151.715285 + Penalty 2095.889053 = -47055.826231
  nChanged 64
		SP:Iteration 2F (3455.010000 sec): 3 clusters
  Score: Raw -49267.174581 + Penalty 2095.889053 = -47171.285528
  nChanged 35
		SP:Iteration 3F (3455.010000 sec): 3 clusters
  Score: Raw -49369.776724 + Penalty 2095.889053 = -47273.887671
  nChanged 31
		SP:Iteration 4Q (3455.010000 sec): 3 clusters
  Score: Raw -49438.130562 + Penalty 2095.889053 = -47342.241509
  nChanged 12
		SP:Iteration 5Q (3455.010000 sec): 3 clusters
  Score: Raw -49468.823285 + Penalty 2095.889053 = -47372.934232
  nChanged 4
		SP:Iteration 6Q (3455.010000 sec): 3 clusters
  Score: Raw -49492.356414 + Penalty 2095.889053 = -47396.467361
  nChanged 6
		SP:Iteration 7Q (3455.010000 sec): 3 clusters
  Score: Raw -49510.769094 + Penalty 2095.889053 = -47414.880041
  nChanged 3
		SP:Iteration 8Q (3455.010000 sec): 3 clusters
  Score: Raw -49520.003775 + Penalty 2095.889053 = -47424.114722
  nChanged 5
		SP:Iteration 9Q (3455.020000 sec): 3 clusters
  Score: Raw -49535.422113 + Penalty 2095.889053 = -47439.533059
  nChanged 2
		SP:Iteration 10Q (3455.020000 sec): 3 clusters
  Score: Raw -49539.416657 + Penalty 2095.889053 = -47443.527604
  nChanged 0
		SP:Iteration 11F (3455.020000 sec): 3 clusters
  Score: Raw -49539.416657 + Penalty 2095.889053 = -47443.527604
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 75 (1835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3455.030000 sec): 2 clusters
  Score: Raw -173584.580109 + Penalty 1221.154961 = -172363.425147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3455.030000 sec): 3 clusters
  Score: Raw -172883.258349 + Penalty 2442.309922 = -170440.948427
  nChanged 612
		SP:Iteration 1F (3455.040000 sec): 3 clusters
  Score: Raw -173324.685127 + Penalty 2442.309922 = -170882.375205
  nChanged 177
		SP:Iteration 2F (3455.040000 sec): 3 clusters
  Score: Raw -173503.812483 + Penalty 2442.309922 = -171061.502561
  nChanged 118
		SP:Iteration 3F (3455.050000 sec): 3 clusters
  Score: Raw -173635.496348 + Penalty 2442.309922 = -171193.186426
  nChanged 91
		SP:Iteration 4Q (3455.050000 sec): 3 clusters
  Score: Raw -173744.224162 + Penalty 2442.309922 = -171301.914240
  nChanged 72
		SP:Iteration 5Q (3455.050000 sec): 3 clusters
  Score: Raw -173815.725099 + Penalty 2442.309922 = -171373.415177
  nChanged 60
		SP:Iteration 6Q (3455.060000 sec): 3 clusters
  Score: Raw -173880.511423 + Penalty 2442.309922 = -171438.201501
  nChanged 52
		SP:Iteration 7Q (3455.060000 sec): 3 clusters
  Score: Raw -173942.065069 + Penalty 2442.309922 = -171499.755147
  nChanged 57
		SP:Iteration 8Q (3455.070000 sec): 3 clusters
  Score: Raw -173997.242781 + Penalty 2442.309922 = -171554.932859
  nChanged 45
		SP:Iteration 9Q (3455.070000 sec): 3 clusters
  Score: Raw -174047.013927 + Penalty 2442.309922 = -171604.704005
  nChanged 47
		SP:Iteration 10Q (3455.080000 sec): 3 clusters
  Score: Raw -174096.957623 + Penalty 2442.309922 = -171654.647701
  nChanged 38
		SP:Iteration 11Q (3455.080000 sec): 3 clusters
  Score: Raw -174138.787101 + Penalty 2442.309922 = -171696.477178
  nChanged 40
		SP:Iteration 12Q (3455.090000 sec): 3 clusters
  Score: Raw -174184.477429 + Penalty 2442.309922 = -171742.167507
  nChanged 29
		SP:Iteration 13Q (3455.090000 sec): 3 clusters
  Score: Raw -174208.957407 + Penalty 2442.309922 = -171766.647485
  nChanged 23
		SP:Iteration 14Q (3455.090000 sec): 3 clusters
  Score: Raw -174226.603006 + Penalty 2442.309922 = -171784.293084
  nChanged 20
		SP:Iteration 15Q (3455.100000 sec): 3 clusters
  Score: Raw -174244.261465 + Penalty 2442.309922 = -171801.951543
  nChanged 23
		SP:Iteration 16Q (3455.100000 sec): 3 clusters
  Score: Raw -174271.485983 + Penalty 2442.309922 = -171829.176061
  nChanged 34
		SP:Iteration 17Q (3455.110000 sec): 3 clusters
  Score: Raw -174305.286911 + Penalty 2442.309922 = -171862.976989
  nChanged 30
		SP:Iteration 18Q (3455.110000 sec): 3 clusters
  Score: Raw -174346.900768 + Penalty 2442.309922 = -171904.590846
  nChanged 31
		SP:Iteration 19Q (3455.110000 sec): 3 clusters
  Score: Raw -174372.356769 + Penalty 2442.309922 = -171930.046847
  nChanged 15
		SP:Iteration 20F (3455.120000 sec): 3 clusters
  Score: Raw -174384.633156 + Penalty 2442.309922 = -171942.323234
  nChanged 15
		SP:Iteration 21Q (3455.120000 sec): 3 clusters
  Score: Raw -174396.500714 + Penalty 2442.309922 = -171954.190791
  nChanged 10
		SP:Iteration 22Q (3455.130000 sec): 3 clusters
  Score: Raw -174403.288139 + Penalty 2442.309922 = -171960.978217
  nChanged 9
		SP:Iteration 23Q (3455.130000 sec): 3 clusters
  Score: Raw -174408.171866 + Penalty 2442.309922 = -171965.861944
  nChanged 6
		SP:Iteration 24Q (3455.130000 sec): 3 clusters
  Score: Raw -174411.089163 + Penalty 2442.309922 = -171968.779241
  nChanged 7
		SP:Iteration 25Q (3455.140000 sec): 3 clusters
  Score: Raw -174414.122015 + Penalty 2442.309922 = -171971.812093
  nChanged 3
		SP:Iteration 26Q (3455.140000 sec): 3 clusters
  Score: Raw -174415.451807 + Penalty 2442.309922 = -171973.141884
  nChanged 2
		SP:Iteration 27Q (3455.140000 sec): 3 clusters
  Score: Raw -174416.205003 + Penalty 2442.309922 = -171973.895081
  nChanged 0
		SP:Iteration 28F (3455.150000 sec): 3 clusters
  Score: Raw -174416.205003 + Penalty 2442.309922 = -171973.895081
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 76 (2632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3455.160000 sec): 2 clusters
  Score: Raw -262798.284711 + Penalty 1279.768635 = -261518.516075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3455.170000 sec): 3 clusters
  Score: Raw -261595.144732 + Penalty 2559.537270 = -259035.607462
  nChanged 966
		SP:Iteration 1F (3455.170000 sec): 3 clusters
  Score: Raw -262180.707392 + Penalty 2559.537270 = -259621.170122
  nChanged 202
		SP:Iteration 2F (3455.180000 sec): 3 clusters
  Score: Raw -262308.687468 + Penalty 2559.537270 = -259749.150198
  nChanged 122
		SP:Iteration 3Q (3455.190000 sec): 3 clusters
  Score: Raw -262378.966423 + Penalty 2559.537270 = -259819.429153
  nChanged 91
		SP:Iteration 4Q (3455.190000 sec): 3 clusters
  Score: Raw -262432.971861 + Penalty 2559.537270 = -259873.434591
  nChanged 61
		SP:Iteration 5Q (3455.200000 sec): 3 clusters
  Score: Raw -262473.381679 + Penalty 2559.537270 = -259913.844409
  nChanged 54
		SP:Iteration 6Q (3455.210000 sec): 3 clusters
  Score: Raw -262503.282637 + Penalty 2559.537270 = -259943.745367
  nChanged 38
		SP:Iteration 7Q (3455.210000 sec): 3 clusters
  Score: Raw -262531.736823 + Penalty 2559.537270 = -259972.199553
  nChanged 48
		SP:Iteration 8Q (3455.220000 sec): 3 clusters
  Score: Raw -262562.377338 + Penalty 2559.537270 = -260002.840068
  nChanged 55
		SP:Iteration 9Q (3455.230000 sec): 3 clusters
  Score: Raw -262597.854302 + Penalty 2559.537270 = -260038.317032
  nChanged 56
		SP:Iteration 10Q (3455.230000 sec): 3 clusters
  Score: Raw -262643.825630 + Penalty 2559.537270 = -260084.288360
  nChanged 66
		SP:Iteration 11Q (3455.240000 sec): 3 clusters
  Score: Raw -262694.101286 + Penalty 2559.537270 = -260134.564016
  nChanged 55
		SP:Iteration 12Q (3455.250000 sec): 3 clusters
  Score: Raw -262733.818938 + Penalty 2559.537270 = -260174.281668
  nChanged 48
		SP:Iteration 13Q (3455.250000 sec): 3 clusters
  Score: Raw -262767.469664 + Penalty 2559.537270 = -260207.932394
  nChanged 53
		SP:Iteration 14Q (3455.260000 sec): 3 clusters
  Score: Raw -262801.124066 + Penalty 2559.537270 = -260241.586796
  nChanged 54
		SP:Iteration 15Q (3455.270000 sec): 3 clusters
  Score: Raw -262839.297021 + Penalty 2559.537270 = -260279.759751
  nChanged 44
		SP:Iteration 16Q (3455.270000 sec): 3 clusters
  Score: Raw -262866.251513 + Penalty 2559.537270 = -260306.714243
  nChanged 44
		SP:Iteration 17Q (3455.280000 sec): 3 clusters
  Score: Raw -262886.021300 + Penalty 2559.537270 = -260326.484030
  nChanged 38
		SP:Iteration 18Q (3455.290000 sec): 3 clusters
  Score: Raw -262906.676721 + Penalty 2559.537270 = -260347.139451
  nChanged 41
		SP:Iteration 19Q (3455.290000 sec): 3 clusters
  Score: Raw -262930.444385 + Penalty 2559.537270 = -260370.907115
  nChanged 37
		SP:Iteration 20F (3455.300000 sec): 3 clusters
  Score: Raw -262946.700806 + Penalty 2559.537270 = -260387.163536
  nChanged 29
		SP:Iteration 21Q (3455.310000 sec): 3 clusters
  Score: Raw -262965.460001 + Penalty 2559.537270 = -260405.922731
  nChanged 41
		SP:Iteration 22Q (3455.310000 sec): 3 clusters
  Score: Raw -262989.221141 + Penalty 2559.537270 = -260429.683871
  nChanged 30
		SP:Iteration 23Q (3455.320000 sec): 3 clusters
  Score: Raw -263002.962676 + Penalty 2559.537270 = -260443.425406
  nChanged 23
		SP:Iteration 24Q (3455.330000 sec): 3 clusters
  Score: Raw -263014.735850 + Penalty 2559.537270 = -260455.198580
  nChanged 27
		SP:Iteration 25Q (3455.330000 sec): 3 clusters
  Score: Raw -263033.013727 + Penalty 2559.537270 = -260473.476457
  nChanged 34
		SP:Iteration 26Q (3455.340000 sec): 3 clusters
  Score: Raw -263054.721892 + Penalty 2559.537270 = -260495.184622
  nChanged 39
		SP:Iteration 27Q (3455.350000 sec): 3 clusters
  Score: Raw -263078.371989 + Penalty 2559.537270 = -260518.834719
  nChanged 34
		SP:Iteration 28Q (3455.350000 sec): 3 clusters
  Score: Raw -263099.206339 + Penalty 2559.537270 = -260539.669069
  nChanged 36
		SP:Iteration 29Q (3455.360000 sec): 3 clusters
  Score: Raw -263118.386958 + Penalty 2559.537270 = -260558.849687
  nChanged 27
		SP:Iteration 30Q (3455.360000 sec): 3 clusters
  Score: Raw -263133.392459 + Penalty 2559.537270 = -260573.855189
  nChanged 19
		SP:Iteration 31Q (3455.370000 sec): 3 clusters
  Score: Raw -263144.817552 + Penalty 2559.537270 = -260585.280282
  nChanged 23
		SP:Iteration 32Q (3455.380000 sec): 3 clusters
  Score: Raw -263156.754424 + Penalty 2559.537270 = -260597.217154
  nChanged 25
		SP:Iteration 33Q (3455.380000 sec): 3 clusters
  Score: Raw -263171.621104 + Penalty 2559.537270 = -260612.083834
  nChanged 25
		SP:Iteration 34Q (3455.390000 sec): 3 clusters
  Score: Raw -263185.700516 + Penalty 2559.537270 = -260626.163246
  nChanged 16
		SP:Iteration 35Q (3455.400000 sec): 3 clusters
  Score: Raw -263196.950408 + Penalty 2559.537270 = -260637.413138
  nChanged 16
		SP:Iteration 36Q (3455.400000 sec): 3 clusters
  Score: Raw -263208.068066 + Penalty 2559.537270 = -260648.530796
  nChanged 18
		SP:Iteration 37Q (3455.410000 sec): 3 clusters
  Score: Raw -263218.898892 + Penalty 2559.537270 = -260659.361622
  nChanged 15
		SP:Iteration 38Q (3455.410000 sec): 3 clusters
  Score: Raw -263229.809304 + Penalty 2559.537270 = -260670.272034
  nChanged 17
		SP:Iteration 39Q (3455.420000 sec): 3 clusters
  Score: Raw -263242.814188 + Penalty 2559.537270 = -260683.276918
  nChanged 16
		SP:Iteration 40F (3455.430000 sec): 3 clusters
  Score: Raw -263258.174424 + Penalty 2559.537270 = -260698.637154
  nChanged 27
		SP:Iteration 41Q (3455.430000 sec): 3 clusters
  Score: Raw -263277.473753 + Penalty 2559.537270 = -260717.936483
  nChanged 20
		SP:Iteration 42Q (3455.440000 sec): 3 clusters
  Score: Raw -263289.753612 + Penalty 2559.537270 = -260730.216342
  nChanged 16
		SP:Iteration 43Q (3455.450000 sec): 3 clusters
  Score: Raw -263304.939802 + Penalty 2559.537270 = -260745.402532
  nChanged 21
		SP:Iteration 44Q (3455.450000 sec): 3 clusters
  Score: Raw -263324.444046 + Penalty 2559.537270 = -260764.906776
  nChanged 24
		SP:Iteration 45Q (3455.460000 sec): 3 clusters
  Score: Raw -263344.176406 + Penalty 2559.537270 = -260784.639136
  nChanged 24
		SP:Iteration 46Q (3455.460000 sec): 3 clusters
  Score: Raw -263362.805174 + Penalty 2559.537270 = -260803.267904
  nChanged 25
		SP:Iteration 47Q (3455.470000 sec): 3 clusters
  Score: Raw -263379.133322 + Penalty 2559.537270 = -260819.596052
  nChanged 18
		SP:Iteration 48Q (3455.470000 sec): 3 clusters
  Score: Raw -263397.092042 + Penalty 2559.537270 = -260837.554772
  nChanged 21
		SP:Iteration 49Q (3455.480000 sec): 3 clusters
  Score: Raw -263415.878462 + Penalty 2559.537270 = -260856.341192
  nChanged 21
		SP:Iteration 50Q (3455.490000 sec): 3 clusters
  Score: Raw -263428.295741 + Penalty 2559.537270 = -260868.758471
  nChanged 17
		SP:Iteration 51Q (3455.490000 sec): 3 clusters
  Score: Raw -263437.890804 + Penalty 2559.537270 = -260878.353533
  nChanged 17
		SP:Iteration 52Q (3455.500000 sec): 3 clusters
  Score: Raw -263447.184801 + Penalty 2559.537270 = -260887.647530
  nChanged 13
		SP:Iteration 53Q (3455.500000 sec): 3 clusters
  Score: Raw -263452.876375 + Penalty 2559.537270 = -260893.339105
  nChanged 8
		SP:Iteration 54Q (3455.510000 sec): 3 clusters
  Score: Raw -263457.262254 + Penalty 2559.537270 = -260897.724984
  nChanged 10
		SP:Iteration 55Q (3455.510000 sec): 3 clusters
  Score: Raw -263462.466716 + Penalty 2559.537270 = -260902.929446
  nChanged 6
		SP:Iteration 56Q (3455.520000 sec): 3 clusters
  Score: Raw -263465.712380 + Penalty 2559.537270 = -260906.175110
  nChanged 5
		SP:Iteration 57Q (3455.530000 sec): 3 clusters
  Score: Raw -263467.518920 + Penalty 2559.537270 = -260907.981650
  nChanged 5
		SP:Iteration 58Q (3455.530000 sec): 3 clusters
  Score: Raw -263469.319529 + Penalty 2559.537270 = -260909.782259
  nChanged 7
		SP:Iteration 59Q (3455.540000 sec): 3 clusters
  Score: Raw -263472.124285 + Penalty 2559.537270 = -260912.587015
  nChanged 4
		SP:Iteration 60F (3455.550000 sec): 3 clusters
  Score: Raw -263473.448768 + Penalty 2559.537270 = -260913.911498
  nChanged 4
		SP:Iteration 61Q (3455.550000 sec): 3 clusters
  Score: Raw -263474.618259 + Penalty 2559.537270 = -260915.080989
  nChanged 2
		SP:Iteration 62Q (3455.550000 sec): 3 clusters
  Score: Raw -263475.419865 + Penalty 2559.537270 = -260915.882595
  nChanged 0
		SP:Iteration 63F (3455.560000 sec): 3 clusters
  Score: Raw -263475.419865 + Penalty 2559.537270 = -260915.882595
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 77 (1488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3455.570000 sec): 2 clusters
  Score: Raw -137964.655719 + Penalty 1187.093085 = -136777.562634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3455.570000 sec): 3 clusters
  Score: Raw -137373.366380 + Penalty 2374.186170 = -134999.180210
  nChanged 485
		SP:Iteration 1F (3455.580000 sec): 3 clusters
  Score: Raw -137731.083524 + Penalty 2374.186170 = -135356.897354
  nChanged 126
		SP:Iteration 2F (3455.580000 sec): 3 clusters
  Score: Raw -137864.447830 + Penalty 2374.186170 = -135490.261660
  nChanged 85
		SP:Iteration 3F (3455.590000 sec): 3 clusters
  Score: Raw -137963.076727 + Penalty 2374.186170 = -135588.890557
  nChanged 66
		SP:Iteration 4Q (3455.590000 sec): 3 clusters
  Score: Raw -138040.221519 + Penalty 2374.186170 = -135666.035349
  nChanged 58
		SP:Iteration 5Q (3455.590000 sec): 3 clusters
  Score: Raw -138102.159688 + Penalty 2374.186170 = -135727.973518
  nChanged 44
		SP:Iteration 6Q (3455.590000 sec): 3 clusters
  Score: Raw -138144.096399 + Penalty 2374.186170 = -135769.910228
  nChanged 34
		SP:Iteration 7Q (3455.600000 sec): 3 clusters
  Score: Raw -138182.003494 + Penalty 2374.186170 = -135807.817324
  nChanged 26
		SP:Iteration 8Q (3455.600000 sec): 3 clusters
  Score: Raw -138203.928280 + Penalty 2374.186170 = -135829.742110
  nChanged 21
		SP:Iteration 9Q (3455.610000 sec): 3 clusters
  Score: Raw -138219.989548 + Penalty 2374.186170 = -135845.803378
  nChanged 22
		SP:Iteration 10Q (3455.610000 sec): 3 clusters
  Score: Raw -138242.114283 + Penalty 2374.186170 = -135867.928113
  nChanged 35
		SP:Iteration 11Q (3455.610000 sec): 3 clusters
  Score: Raw -138277.901460 + Penalty 2374.186170 = -135903.715290
  nChanged 34
		SP:Iteration 12Q (3455.620000 sec): 3 clusters
  Score: Raw -138313.435957 + Penalty 2374.186170 = -135939.249787
  nChanged 34
		SP:Iteration 13Q (3455.620000 sec): 3 clusters
  Score: Raw -138345.856248 + Penalty 2374.186170 = -135971.670078
  nChanged 29
		SP:Iteration 14Q (3455.630000 sec): 3 clusters
  Score: Raw -138371.318813 + Penalty 2374.186170 = -135997.132643
  nChanged 26
		SP:Iteration 15Q (3455.630000 sec): 3 clusters
  Score: Raw -138400.341935 + Penalty 2374.186170 = -136026.155765
  nChanged 33
		SP:Iteration 16Q (3455.630000 sec): 3 clusters
  Score: Raw -138435.784804 + Penalty 2374.186170 = -136061.598634
  nChanged 26
		SP:Iteration 17Q (3455.630000 sec): 3 clusters
  Score: Raw -138455.423162 + Penalty 2374.186170 = -136081.236992
  nChanged 26
		SP:Iteration 18Q (3455.640000 sec): 3 clusters
  Score: Raw -138478.795604 + Penalty 2374.186170 = -136104.609434
  nChanged 23
		SP:Iteration 19Q (3455.640000 sec): 3 clusters
  Score: Raw -138500.184567 + Penalty 2374.186170 = -136125.998397
  nChanged 25
		SP:Iteration 20F (3455.650000 sec): 3 clusters
  Score: Raw -138525.533173 + Penalty 2374.186170 = -136151.347003
  nChanged 18
		SP:Iteration 21Q (3455.650000 sec): 3 clusters
  Score: Raw -138549.189330 + Penalty 2374.186170 = -136175.003160
  nChanged 19
		SP:Iteration 22Q (3455.650000 sec): 3 clusters
  Score: Raw -138570.829234 + Penalty 2374.186170 = -136196.643064
  nChanged 11
		SP:Iteration 23Q (3455.660000 sec): 3 clusters
  Score: Raw -138583.210275 + Penalty 2374.186170 = -136209.024105
  nChanged 8
		SP:Iteration 24Q (3455.660000 sec): 3 clusters
  Score: Raw -138591.022365 + Penalty 2374.186170 = -136216.836195
  nChanged 6
		SP:Iteration 25Q (3455.660000 sec): 3 clusters
  Score: Raw -138594.919657 + Penalty 2374.186170 = -136220.733487
  nChanged 7
		SP:Iteration 26Q (3455.670000 sec): 3 clusters
  Score: Raw -138599.331980 + Penalty 2374.186170 = -136225.145810
  nChanged 6
		SP:Iteration 27Q (3455.670000 sec): 3 clusters
  Score: Raw -138606.152173 + Penalty 2374.186170 = -136231.966003
  nChanged 8
		SP:Iteration 28Q (3455.670000 sec): 3 clusters
  Score: Raw -138612.998696 + Penalty 2374.186170 = -136238.812526
  nChanged 5
		SP:Iteration 29Q (3455.680000 sec): 3 clusters
  Score: Raw -138617.138909 + Penalty 2374.186170 = -136242.952739
  nChanged 5
		SP:Iteration 30Q (3455.680000 sec): 3 clusters
  Score: Raw -138619.414928 + Penalty 2374.186170 = -136245.228758
  nChanged 2
		SP:Iteration 31Q (3455.680000 sec): 3 clusters
  Score: Raw -138620.050017 + Penalty 2374.186170 = -136245.863847
  nChanged 1
		SP:Iteration 32Q (3455.690000 sec): 3 clusters
  Score: Raw -138620.419663 + Penalty 2374.186170 = -136246.233493
  nChanged 0
		SP:Iteration 33F (3455.690000 sec): 3 clusters
  Score: Raw -138620.419663 + Penalty 2374.186170 = -136246.233493
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 78 (1980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3455.700000 sec): 2 clusters
  Score: Raw -186524.266025 + Penalty 1233.513470 = -185290.752555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3455.700000 sec): 3 clusters
  Score: Raw -185679.931706 + Penalty 2467.026940 = -183212.904766
  nChanged 696
		SP:Iteration 1F (3455.710000 sec): 3 clusters
  Score: Raw -186130.937327 + Penalty 2467.026940 = -183663.910387
  nChanged 166
		SP:Iteration 2F (3455.710000 sec): 3 clusters
  Score: Raw -186264.336260 + Penalty 2467.026940 = -183797.309320
  nChanged 122
		SP:Iteration 3F (3455.720000 sec): 3 clusters
  Score: Raw -186357.530865 + Penalty 2467.026940 = -183890.503925
  nChanged 79
		SP:Iteration 4Q (3455.720000 sec): 3 clusters
  Score: Raw -186408.492359 + Penalty 2467.026940 = -183941.465419
  nChanged 59
		SP:Iteration 5Q (3455.730000 sec): 3 clusters
  Score: Raw -186456.257736 + Penalty 2467.026940 = -183989.230796
  nChanged 45
		SP:Iteration 6Q (3455.730000 sec): 3 clusters
  Score: Raw -186507.238182 + Penalty 2467.026940 = -184040.211242
  nChanged 57
		SP:Iteration 7Q (3455.740000 sec): 3 clusters
  Score: Raw -186559.537062 + Penalty 2467.026940 = -184092.510122
  nChanged 66
		SP:Iteration 8Q (3455.740000 sec): 3 clusters
  Score: Raw -186617.981268 + Penalty 2467.026940 = -184150.954328
  nChanged 62
		SP:Iteration 9Q (3455.750000 sec): 3 clusters
  Score: Raw -186667.856604 + Penalty 2467.026940 = -184200.829663
  nChanged 51
		SP:Iteration 10Q (3455.750000 sec): 3 clusters
  Score: Raw -186713.046138 + Penalty 2467.026940 = -184246.019198
  nChanged 53
		SP:Iteration 11Q (3455.760000 sec): 3 clusters
  Score: Raw -186758.285330 + Penalty 2467.026940 = -184291.258390
  nChanged 46
		SP:Iteration 12Q (3455.760000 sec): 3 clusters
  Score: Raw -186792.873022 + Penalty 2467.026940 = -184325.846082
  nChanged 39
		SP:Iteration 13Q (3455.770000 sec): 3 clusters
  Score: Raw -186820.861097 + Penalty 2467.026940 = -184353.834157
  nChanged 33
		SP:Iteration 14Q (3455.770000 sec): 3 clusters
  Score: Raw -186847.933240 + Penalty 2467.026940 = -184380.906300
  nChanged 43
		SP:Iteration 15Q (3455.780000 sec): 3 clusters
  Score: Raw -186886.121293 + Penalty 2467.026940 = -184419.094353
  nChanged 43
		SP:Iteration 16Q (3455.780000 sec): 3 clusters
  Score: Raw -186922.252007 + Penalty 2467.026940 = -184455.225067
  nChanged 41
		SP:Iteration 17Q (3455.790000 sec): 3 clusters
  Score: Raw -186960.167327 + Penalty 2467.026940 = -184493.140386
  nChanged 37
		SP:Iteration 18Q (3455.790000 sec): 3 clusters
  Score: Raw -187000.311727 + Penalty 2467.026940 = -184533.284786
  nChanged 33
		SP:Iteration 19Q (3455.800000 sec): 3 clusters
  Score: Raw -187029.516109 + Penalty 2467.026940 = -184562.489169
  nChanged 34
		SP:Iteration 20F (3455.800000 sec): 3 clusters
  Score: Raw -187061.139111 + Penalty 2467.026940 = -184594.112171
  nChanged 31
		SP:Iteration 21Q (3455.810000 sec): 3 clusters
  Score: Raw -187090.583359 + Penalty 2467.026940 = -184623.556418
  nChanged 23
		SP:Iteration 22Q (3455.810000 sec): 3 clusters
  Score: Raw -187114.428396 + Penalty 2467.026940 = -184647.401456
  nChanged 28
		SP:Iteration 23Q (3455.810000 sec): 3 clusters
  Score: Raw -187140.944076 + Penalty 2467.026940 = -184673.917135
  nChanged 22
		SP:Iteration 24Q (3455.820000 sec): 3 clusters
  Score: Raw -187161.669588 + Penalty 2467.026940 = -184694.642648
  nChanged 20
		SP:Iteration 25Q (3455.820000 sec): 3 clusters
  Score: Raw -187174.430964 + Penalty 2467.026940 = -184707.404024
  nChanged 10
		SP:Iteration 26Q (3455.830000 sec): 3 clusters
  Score: Raw -187181.946667 + Penalty 2467.026940 = -184714.919726
  nChanged 10
		SP:Iteration 27Q (3455.830000 sec): 3 clusters
  Score: Raw -187187.527534 + Penalty 2467.026940 = -184720.500594
  nChanged 7
		SP:Iteration 28Q (3455.840000 sec): 3 clusters
  Score: Raw -187191.143469 + Penalty 2467.026940 = -184724.116529
  nChanged 8
		SP:Iteration 29Q (3455.840000 sec): 3 clusters
  Score: Raw -187195.843991 + Penalty 2467.026940 = -184728.817051
  nChanged 5
		SP:Iteration 30Q (3455.850000 sec): 3 clusters
  Score: Raw -187200.059413 + Penalty 2467.026940 = -184733.032473
  nChanged 8
		SP:Iteration 31Q (3455.850000 sec): 3 clusters
  Score: Raw -187203.172871 + Penalty 2467.026940 = -184736.145931
  nChanged 5
		SP:Iteration 32Q (3455.850000 sec): 3 clusters
  Score: Raw -187206.029259 + Penalty 2467.026940 = -184739.002318
  nChanged 2
		SP:Iteration 33Q (3455.860000 sec): 3 clusters
  Score: Raw -187207.605565 + Penalty 2467.026940 = -184740.578625
  nChanged 2
		SP:Iteration 34Q (3455.860000 sec): 3 clusters
  Score: Raw -187210.440808 + Penalty 2467.026940 = -184743.413868
  nChanged 3
		SP:Iteration 35Q (3455.870000 sec): 3 clusters
  Score: Raw -187212.247308 + Penalty 2467.026940 = -184745.220368
  nChanged 0
		SP:Iteration 36F (3455.870000 sec): 3 clusters
  Score: Raw -187212.247308 + Penalty 2467.026940 = -184745.220368
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 79 (2184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3455.880000 sec): 2 clusters
  Score: Raw -210526.694916 + Penalty 1249.448417 = -209277.246499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3455.890000 sec): 3 clusters
  Score: Raw -209547.133298 + Penalty 2498.896834 = -207048.236464
  nChanged 810
		SP:Iteration 1F (3455.890000 sec): 3 clusters
  Score: Raw -210086.488794 + Penalty 2498.896834 = -207587.591959
  nChanged 189
		SP:Iteration 2F (3455.900000 sec): 3 clusters
  Score: Raw -210230.042096 + Penalty 2498.896834 = -207731.145261
  nChanged 113
		SP:Iteration 3F (3455.910000 sec): 3 clusters
  Score: Raw -210302.784031 + Penalty 2498.896834 = -207803.887196
  nChanged 76
		SP:Iteration 4Q (3455.910000 sec): 3 clusters
  Score: Raw -210360.082585 + Penalty 2498.896834 = -207861.185751
  nChanged 70
		SP:Iteration 5Q (3455.910000 sec): 3 clusters
  Score: Raw -210413.264288 + Penalty 2498.896834 = -207914.367453
  nChanged 59
		SP:Iteration 6Q (3455.920000 sec): 3 clusters
  Score: Raw -210451.918540 + Penalty 2498.896834 = -207953.021705
  nChanged 61
		SP:Iteration 7Q (3455.930000 sec): 3 clusters
  Score: Raw -210498.167211 + Penalty 2498.896834 = -207999.270377
  nChanged 46
		SP:Iteration 8Q (3455.930000 sec): 3 clusters
  Score: Raw -210519.827788 + Penalty 2498.896834 = -208020.930953
  nChanged 27
		SP:Iteration 9Q (3455.940000 sec): 3 clusters
  Score: Raw -210537.711815 + Penalty 2498.896834 = -208038.814981
  nChanged 26
		SP:Iteration 10Q (3455.940000 sec): 3 clusters
  Score: Raw -210553.189816 + Penalty 2498.896834 = -208054.292982
  nChanged 24
		SP:Iteration 11Q (3455.950000 sec): 3 clusters
  Score: Raw -210566.759018 + Penalty 2498.896834 = -208067.862183
  nChanged 27
		SP:Iteration 12Q (3455.950000 sec): 3 clusters
  Score: Raw -210582.785882 + Penalty 2498.896834 = -208083.889047
  nChanged 22
		SP:Iteration 13Q (3455.960000 sec): 3 clusters
  Score: Raw -210593.830352 + Penalty 2498.896834 = -208094.933517
  nChanged 19
		SP:Iteration 14Q (3455.970000 sec): 3 clusters
  Score: Raw -210602.774000 + Penalty 2498.896834 = -208103.877166
  nChanged 17
		SP:Iteration 15Q (3455.970000 sec): 3 clusters
  Score: Raw -210615.126878 + Penalty 2498.896834 = -208116.230043
  nChanged 20
		SP:Iteration 16Q (3455.970000 sec): 3 clusters
  Score: Raw -210632.055054 + Penalty 2498.896834 = -208133.158219
  nChanged 26
		SP:Iteration 17Q (3455.980000 sec): 3 clusters
  Score: Raw -210652.544297 + Penalty 2498.896834 = -208153.647463
  nChanged 29
		SP:Iteration 18Q (3455.990000 sec): 3 clusters
  Score: Raw -210673.628135 + Penalty 2498.896834 = -208174.731300
  nChanged 38
		SP:Iteration 19Q (3455.990000 sec): 3 clusters
  Score: Raw -210707.402235 + Penalty 2498.896834 = -208208.505400
  nChanged 34
		SP:Iteration 20F (3456.000000 sec): 3 clusters
  Score: Raw -210735.540582 + Penalty 2498.896834 = -208236.643747
  nChanged 36
		SP:Iteration 21Q (3456.000000 sec): 3 clusters
  Score: Raw -210759.861434 + Penalty 2498.896834 = -208260.964599
  nChanged 25
		SP:Iteration 22Q (3456.010000 sec): 3 clusters
  Score: Raw -210778.827240 + Penalty 2498.896834 = -208279.930405
  nChanged 28
		SP:Iteration 23Q (3456.010000 sec): 3 clusters
  Score: Raw -210797.417869 + Penalty 2498.896834 = -208298.521035
  nChanged 24
		SP:Iteration 24Q (3456.020000 sec): 3 clusters
  Score: Raw -210816.663810 + Penalty 2498.896834 = -208317.766976
  nChanged 32
		SP:Iteration 25Q (3456.020000 sec): 3 clusters
  Score: Raw -210839.004131 + Penalty 2498.896834 = -208340.107296
  nChanged 35
		SP:Iteration 26Q (3456.030000 sec): 3 clusters
  Score: Raw -210863.358681 + Penalty 2498.896834 = -208364.461846
  nChanged 28
		SP:Iteration 27Q (3456.030000 sec): 3 clusters
  Score: Raw -210879.549492 + Penalty 2498.896834 = -208380.652658
  nChanged 25
		SP:Iteration 28Q (3456.040000 sec): 3 clusters
  Score: Raw -210895.375012 + Penalty 2498.896834 = -208396.478177
  nChanged 17
		SP:Iteration 29Q (3456.050000 sec): 3 clusters
  Score: Raw -210903.957894 + Penalty 2498.896834 = -208405.061059
  nChanged 12
		SP:Iteration 30Q (3456.050000 sec): 3 clusters
  Score: Raw -210911.937547 + Penalty 2498.896834 = -208413.040713
  nChanged 19
		SP:Iteration 31Q (3456.050000 sec): 3 clusters
  Score: Raw -210922.792706 + Penalty 2498.896834 = -208423.895871
  nChanged 13
		SP:Iteration 32Q (3456.060000 sec): 3 clusters
  Score: Raw -210932.791109 + Penalty 2498.896834 = -208433.894274
  nChanged 11
		SP:Iteration 33Q (3456.070000 sec): 3 clusters
  Score: Raw -210938.244284 + Penalty 2498.896834 = -208439.347450
  nChanged 8
		SP:Iteration 34Q (3456.070000 sec): 3 clusters
  Score: Raw -210943.643647 + Penalty 2498.896834 = -208444.746812
  nChanged 5
		SP:Iteration 35Q (3456.070000 sec): 3 clusters
  Score: Raw -210947.051791 + Penalty 2498.896834 = -208448.154956
  nChanged 3
		SP:Iteration 36Q (3456.080000 sec): 3 clusters
  Score: Raw -210947.869383 + Penalty 2498.896834 = -208448.972549
  nChanged 1
		SP:Iteration 37Q (3456.090000 sec): 3 clusters
  Score: Raw -210948.324742 + Penalty 2498.896834 = -208449.427908
  nChanged 0
		SP:Iteration 38F (3456.090000 sec): 3 clusters
  Score: Raw -210948.324742 + Penalty 2498.896834 = -208449.427908
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 80 (2803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.100000 sec): 2 clusters
  Score: Raw -265845.467049 + Penalty 1289.997402 = -264555.469647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.110000 sec): 3 clusters
  Score: Raw -264534.933030 + Penalty 2579.994804 = -261954.938226
  nChanged 1054
		SP:Iteration 1F (3456.110000 sec): 3 clusters
  Score: Raw -265165.366320 + Penalty 2579.994804 = -262585.371516
  nChanged 226
		SP:Iteration 2F (3456.120000 sec): 3 clusters
  Score: Raw -265330.273646 + Penalty 2579.994804 = -262750.278842
  nChanged 158
		SP:Iteration 3F (3456.130000 sec): 3 clusters
  Score: Raw -265447.261917 + Penalty 2579.994804 = -262867.267113
  nChanged 115
		SP:Iteration 4Q (3456.140000 sec): 3 clusters
  Score: Raw -265529.002944 + Penalty 2579.994804 = -262949.008140
  nChanged 101
		SP:Iteration 5Q (3456.150000 sec): 3 clusters
  Score: Raw -265601.786445 + Penalty 2579.994804 = -263021.791641
  nChanged 85
		SP:Iteration 6Q (3456.150000 sec): 3 clusters
  Score: Raw -265674.362756 + Penalty 2579.994804 = -263094.367952
  nChanged 89
		SP:Iteration 7Q (3456.160000 sec): 3 clusters
  Score: Raw -265744.814171 + Penalty 2579.994804 = -263164.819367
  nChanged 104
		SP:Iteration 8Q (3456.170000 sec): 3 clusters
  Score: Raw -265827.188228 + Penalty 2579.994804 = -263247.193424
  nChanged 106
		SP:Iteration 9Q (3456.170000 sec): 3 clusters
  Score: Raw -265920.426297 + Penalty 2579.994804 = -263340.431493
  nChanged 91
		SP:Iteration 10Q (3456.180000 sec): 3 clusters
  Score: Raw -265994.131519 + Penalty 2579.994804 = -263414.136714
  nChanged 77
		SP:Iteration 11Q (3456.190000 sec): 3 clusters
  Score: Raw -266054.757093 + Penalty 2579.994804 = -263474.762289
  nChanged 66
		SP:Iteration 12Q (3456.190000 sec): 3 clusters
  Score: Raw -266095.682592 + Penalty 2579.994804 = -263515.687788
  nChanged 52
		SP:Iteration 13Q (3456.200000 sec): 3 clusters
  Score: Raw -266126.712850 + Penalty 2579.994804 = -263546.718046
  nChanged 41
		SP:Iteration 14Q (3456.210000 sec): 3 clusters
  Score: Raw -266153.043457 + Penalty 2579.994804 = -263573.048653
  nChanged 38
		SP:Iteration 15Q (3456.210000 sec): 3 clusters
  Score: Raw -266175.248153 + Penalty 2579.994804 = -263595.253349
  nChanged 38
		SP:Iteration 16Q (3456.220000 sec): 3 clusters
  Score: Raw -266198.754280 + Penalty 2579.994804 = -263618.759476
  nChanged 41
		SP:Iteration 17Q (3456.230000 sec): 3 clusters
  Score: Raw -266219.080888 + Penalty 2579.994804 = -263639.086083
  nChanged 26
		SP:Iteration 18Q (3456.230000 sec): 3 clusters
  Score: Raw -266230.816883 + Penalty 2579.994804 = -263650.822079
  nChanged 20
		SP:Iteration 19Q (3456.240000 sec): 3 clusters
  Score: Raw -266239.137390 + Penalty 2579.994804 = -263659.142586
  nChanged 15
		SP:Iteration 20F (3456.250000 sec): 3 clusters
  Score: Raw -266245.039579 + Penalty 2579.994804 = -263665.044775
  nChanged 12
		SP:Iteration 21Q (3456.250000 sec): 3 clusters
  Score: Raw -266250.783874 + Penalty 2579.994804 = -263670.789069
  nChanged 13
		SP:Iteration 22Q (3456.260000 sec): 3 clusters
  Score: Raw -266255.636812 + Penalty 2579.994804 = -263675.642008
  nChanged 7
		SP:Iteration 23Q (3456.270000 sec): 3 clusters
  Score: Raw -266258.151444 + Penalty 2579.994804 = -263678.156640
  nChanged 4
		SP:Iteration 24Q (3456.270000 sec): 3 clusters
  Score: Raw -266259.431774 + Penalty 2579.994804 = -263679.436970
  nChanged 1
		SP:Iteration 25Q (3456.280000 sec): 3 clusters
  Score: Raw -266259.568222 + Penalty 2579.994804 = -263679.573418
  nChanged 1
		SP:Iteration 26Q (3456.290000 sec): 3 clusters
  Score: Raw -266259.855077 + Penalty 2579.994804 = -263679.860273
  nChanged 0
		SP:Iteration 27F (3456.290000 sec): 3 clusters
  Score: Raw -266259.855077 + Penalty 2579.994804 = -263679.860273
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 81 (1600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.300000 sec): 2 clusters
  Score: Raw -143536.486167 + Penalty 1198.885823 = -142337.600345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.310000 sec): 3 clusters
  Score: Raw -142884.520607 + Penalty 2397.771645 = -140486.748962
  nChanged 534
		SP:Iteration 1F (3456.310000 sec): 3 clusters
  Score: Raw -143288.993014 + Penalty 2397.771645 = -140891.221369
  nChanged 137
		SP:Iteration 2F (3456.310000 sec): 3 clusters
  Score: Raw -143425.528596 + Penalty 2397.771645 = -141027.756950
  nChanged 83
		SP:Iteration 3F (3456.320000 sec): 3 clusters
  Score: Raw -143491.550822 + Penalty 2397.771645 = -141093.779177
  nChanged 54
		SP:Iteration 4Q (3456.320000 sec): 3 clusters
  Score: Raw -143536.260183 + Penalty 2397.771645 = -141138.488538
  nChanged 47
		SP:Iteration 5Q (3456.330000 sec): 3 clusters
  Score: Raw -143566.928271 + Penalty 2397.771645 = -141169.156626
  nChanged 30
		SP:Iteration 6Q (3456.330000 sec): 3 clusters
  Score: Raw -143589.081916 + Penalty 2397.771645 = -141191.310271
  nChanged 22
		SP:Iteration 7Q (3456.330000 sec): 3 clusters
  Score: Raw -143603.234369 + Penalty 2397.771645 = -141205.462724
  nChanged 22
		SP:Iteration 8Q (3456.340000 sec): 3 clusters
  Score: Raw -143622.126513 + Penalty 2397.771645 = -141224.354868
  nChanged 23
		SP:Iteration 9Q (3456.340000 sec): 3 clusters
  Score: Raw -143636.175246 + Penalty 2397.771645 = -141238.403601
  nChanged 17
		SP:Iteration 10Q (3456.350000 sec): 3 clusters
  Score: Raw -143649.684269 + Penalty 2397.771645 = -141251.912624
  nChanged 12
		SP:Iteration 11Q (3456.350000 sec): 3 clusters
  Score: Raw -143655.524558 + Penalty 2397.771645 = -141257.752913
  nChanged 12
		SP:Iteration 12Q (3456.350000 sec): 3 clusters
  Score: Raw -143661.241826 + Penalty 2397.771645 = -141263.470181
  nChanged 10
		SP:Iteration 13Q (3456.360000 sec): 3 clusters
  Score: Raw -143665.010652 + Penalty 2397.771645 = -141267.239007
  nChanged 6
		SP:Iteration 14Q (3456.360000 sec): 3 clusters
  Score: Raw -143667.628383 + Penalty 2397.771645 = -141269.856738
  nChanged 3
		SP:Iteration 15Q (3456.370000 sec): 3 clusters
  Score: Raw -143668.910233 + Penalty 2397.771645 = -141271.138588
  nChanged 1
		SP:Iteration 16Q (3456.370000 sec): 3 clusters
  Score: Raw -143669.201257 + Penalty 2397.771645 = -141271.429612
  nChanged 1
		SP:Iteration 17Q (3456.370000 sec): 3 clusters
  Score: Raw -143669.331516 + Penalty 2397.771645 = -141271.559871
  nChanged 0
		SP:Iteration 18F (3456.380000 sec): 3 clusters
  Score: Raw -143669.331516 + Penalty 2397.771645 = -141271.559871
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 82 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.380000 sec): 2 clusters
  Score: Raw -42654.981407 + Penalty 997.029295 = -41657.952113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.380000 sec): 3 clusters
  Score: Raw -42638.675398 + Penalty 1994.058590 = -40644.616808
  nChanged 98
		SP:Iteration 1F (3456.390000 sec): 3 clusters
  Score: Raw -42783.897956 + Penalty 1994.058590 = -40789.839367
  nChanged 34
		SP:Iteration 2F (3456.390000 sec): 3 clusters
  Score: Raw -42844.607583 + Penalty 1994.058590 = -40850.548994
  nChanged 20
		SP:Iteration 3Q (3456.390000 sec): 3 clusters
  Score: Raw -42887.199868 + Penalty 1994.058590 = -40893.141278
  nChanged 12
		SP:Iteration 4Q (3456.390000 sec): 3 clusters
  Score: Raw -42913.391724 + Penalty 1994.058590 = -40919.333134
  nChanged 14
		SP:Iteration 5Q (3456.390000 sec): 3 clusters
  Score: Raw -42939.352744 + Penalty 1994.058590 = -40945.294154
  nChanged 14
		SP:Iteration 6Q (3456.390000 sec): 3 clusters
  Score: Raw -42966.325009 + Penalty 1994.058590 = -40972.266419
  nChanged 10
		SP:Iteration 7Q (3456.390000 sec): 3 clusters
  Score: Raw -42986.496068 + Penalty 1994.058590 = -40992.437479
  nChanged 12
		SP:Iteration 8Q (3456.390000 sec): 3 clusters
  Score: Raw -43010.351163 + Penalty 1994.058590 = -41016.292573
  nChanged 12
		SP:Iteration 9Q (3456.390000 sec): 3 clusters
  Score: Raw -43034.170746 + Penalty 1994.058590 = -41040.112157
  nChanged 4
		SP:Iteration 10Q (3456.390000 sec): 3 clusters
  Score: Raw -43049.676774 + Penalty 1994.058590 = -41055.618185
  nChanged 1
		SP:Iteration 11Q (3456.400000 sec): 3 clusters
  Score: Raw -43051.206631 + Penalty 1994.058590 = -41057.148041
  nChanged 0
		SP:Iteration 12F (3456.400000 sec): 3 clusters
  Score: Raw -43051.206631 + Penalty 1994.058590 = -41057.148041
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 83 (1607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.410000 sec): 2 clusters
  Score: Raw -151598.296668 + Penalty 1199.595209 = -150398.701459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.410000 sec): 3 clusters
  Score: Raw -150982.481667 + Penalty 2399.190419 = -148583.291248
  nChanged 531
		SP:Iteration 1F (3456.410000 sec): 3 clusters
  Score: Raw -151436.498865 + Penalty 2399.190419 = -149037.308447
  nChanged 136
		SP:Iteration 2F (3456.420000 sec): 3 clusters
  Score: Raw -151630.019473 + Penalty 2399.190419 = -149230.829054
  nChanged 111
		SP:Iteration 3F (3456.420000 sec): 3 clusters
  Score: Raw -151759.429953 + Penalty 2399.190419 = -149360.239534
  nChanged 94
		SP:Iteration 4F (3456.430000 sec): 3 clusters
  Score: Raw -151854.025760 + Penalty 2399.190419 = -149454.835341
  nChanged 68
		SP:Iteration 5Q (3456.430000 sec): 3 clusters
  Score: Raw -151930.504876 + Penalty 2399.190419 = -149531.314457
  nChanged 60
		SP:Iteration 6Q (3456.430000 sec): 3 clusters
  Score: Raw -151997.325626 + Penalty 2399.190419 = -149598.135207
  nChanged 50
		SP:Iteration 7Q (3456.440000 sec): 3 clusters
  Score: Raw -152041.263549 + Penalty 2399.190419 = -149642.073130
  nChanged 36
		SP:Iteration 8Q (3456.440000 sec): 3 clusters
  Score: Raw -152074.232383 + Penalty 2399.190419 = -149675.041964
  nChanged 24
		SP:Iteration 9Q (3456.450000 sec): 3 clusters
  Score: Raw -152098.365367 + Penalty 2399.190419 = -149699.174948
  nChanged 24
		SP:Iteration 10Q (3456.450000 sec): 3 clusters
  Score: Raw -152127.528301 + Penalty 2399.190419 = -149728.337882
  nChanged 24
		SP:Iteration 11Q (3456.450000 sec): 3 clusters
  Score: Raw -152154.240412 + Penalty 2399.190419 = -149755.049993
  nChanged 18
		SP:Iteration 12Q (3456.460000 sec): 3 clusters
  Score: Raw -152175.351967 + Penalty 2399.190419 = -149776.161548
  nChanged 11
		SP:Iteration 13Q (3456.460000 sec): 3 clusters
  Score: Raw -152184.571996 + Penalty 2399.190419 = -149785.381577
  nChanged 12
		SP:Iteration 14Q (3456.460000 sec): 3 clusters
  Score: Raw -152196.762448 + Penalty 2399.190419 = -149797.572029
  nChanged 10
		SP:Iteration 15Q (3456.470000 sec): 3 clusters
  Score: Raw -152207.096600 + Penalty 2399.190419 = -149807.906181
  nChanged 9
		SP:Iteration 16Q (3456.470000 sec): 3 clusters
  Score: Raw -152215.912191 + Penalty 2399.190419 = -149816.721772
  nChanged 10
		SP:Iteration 17Q (3456.470000 sec): 3 clusters
  Score: Raw -152223.968293 + Penalty 2399.190419 = -149824.777874
  nChanged 6
		SP:Iteration 18Q (3456.480000 sec): 3 clusters
  Score: Raw -152232.500052 + Penalty 2399.190419 = -149833.309633
  nChanged 9
		SP:Iteration 19Q (3456.480000 sec): 3 clusters
  Score: Raw -152241.083427 + Penalty 2399.190419 = -149841.893009
  nChanged 4
		SP:Iteration 20F (3456.490000 sec): 3 clusters
  Score: Raw -152243.982443 + Penalty 2399.190419 = -149844.792024
  nChanged 1
		SP:Iteration 21Q (3456.490000 sec): 3 clusters
  Score: Raw -152244.324074 + Penalty 2399.190419 = -149845.133655
  nChanged 0
		SP:Iteration 22F (3456.490000 sec): 3 clusters
  Score: Raw -152244.324074 + Penalty 2399.190419 = -149845.133655
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 84 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.500000 sec): 2 clusters
  Score: Raw -192656.981459 + Penalty 1244.231640 = -191412.749819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.510000 sec): 3 clusters
  Score: Raw -191754.859291 + Penalty 2488.463280 = -189266.396011
  nChanged 764
		SP:Iteration 1F (3456.510000 sec): 3 clusters
  Score: Raw -192294.085977 + Penalty 2488.463280 = -189805.622697
  nChanged 173
		SP:Iteration 2F (3456.520000 sec): 3 clusters
  Score: Raw -192425.635965 + Penalty 2488.463280 = -189937.172685
  nChanged 104
		SP:Iteration 3Q (3456.520000 sec): 3 clusters
  Score: Raw -192487.466540 + Penalty 2488.463280 = -189999.003260
  nChanged 58
		SP:Iteration 4Q (3456.530000 sec): 3 clusters
  Score: Raw -192526.688186 + Penalty 2488.463280 = -190038.224906
  nChanged 42
		SP:Iteration 5Q (3456.530000 sec): 3 clusters
  Score: Raw -192552.626161 + Penalty 2488.463280 = -190064.162881
  nChanged 32
		SP:Iteration 6Q (3456.540000 sec): 3 clusters
  Score: Raw -192569.799820 + Penalty 2488.463280 = -190081.336540
  nChanged 29
		SP:Iteration 7Q (3456.540000 sec): 3 clusters
  Score: Raw -192587.438042 + Penalty 2488.463280 = -190098.974762
  nChanged 31
		SP:Iteration 8Q (3456.550000 sec): 3 clusters
  Score: Raw -192603.397626 + Penalty 2488.463280 = -190114.934346
  nChanged 15
		SP:Iteration 9Q (3456.550000 sec): 3 clusters
  Score: Raw -192612.092147 + Penalty 2488.463280 = -190123.628867
  nChanged 16
		SP:Iteration 10Q (3456.560000 sec): 3 clusters
  Score: Raw -192620.729644 + Penalty 2488.463280 = -190132.266364
  nChanged 18
		SP:Iteration 11Q (3456.570000 sec): 3 clusters
  Score: Raw -192630.120259 + Penalty 2488.463280 = -190141.656979
  nChanged 22
		SP:Iteration 12Q (3456.570000 sec): 3 clusters
  Score: Raw -192641.079326 + Penalty 2488.463280 = -190152.616047
  nChanged 16
		SP:Iteration 13Q (3456.570000 sec): 3 clusters
  Score: Raw -192650.389012 + Penalty 2488.463280 = -190161.925732
  nChanged 18
		SP:Iteration 14Q (3456.580000 sec): 3 clusters
  Score: Raw -192656.938265 + Penalty 2488.463280 = -190168.474986
  nChanged 13
		SP:Iteration 15Q (3456.590000 sec): 3 clusters
  Score: Raw -192665.892229 + Penalty 2488.463280 = -190177.428950
  nChanged 19
		SP:Iteration 16Q (3456.590000 sec): 3 clusters
  Score: Raw -192677.205907 + Penalty 2488.463280 = -190188.742628
  nChanged 21
		SP:Iteration 17Q (3456.600000 sec): 3 clusters
  Score: Raw -192690.062629 + Penalty 2488.463280 = -190201.599350
  nChanged 20
		SP:Iteration 18Q (3456.600000 sec): 3 clusters
  Score: Raw -192703.280425 + Penalty 2488.463280 = -190214.817145
  nChanged 23
		SP:Iteration 19Q (3456.610000 sec): 3 clusters
  Score: Raw -192717.244667 + Penalty 2488.463280 = -190228.781388
  nChanged 25
		SP:Iteration 20F (3456.610000 sec): 3 clusters
  Score: Raw -192736.586135 + Penalty 2488.463280 = -190248.122855
  nChanged 27
		SP:Iteration 21Q (3456.620000 sec): 3 clusters
  Score: Raw -192751.566859 + Penalty 2488.463280 = -190263.103579
  nChanged 27
		SP:Iteration 22Q (3456.620000 sec): 3 clusters
  Score: Raw -192765.531562 + Penalty 2488.463280 = -190277.068282
  nChanged 23
		SP:Iteration 23Q (3456.630000 sec): 3 clusters
  Score: Raw -192778.068370 + Penalty 2488.463280 = -190289.605090
  nChanged 16
		SP:Iteration 24Q (3456.630000 sec): 3 clusters
  Score: Raw -192784.869373 + Penalty 2488.463280 = -190296.406093
  nChanged 10
		SP:Iteration 25Q (3456.640000 sec): 3 clusters
  Score: Raw -192789.307339 + Penalty 2488.463280 = -190300.844060
  nChanged 13
		SP:Iteration 26Q (3456.640000 sec): 3 clusters
  Score: Raw -192797.348829 + Penalty 2488.463280 = -190308.885550
  nChanged 12
		SP:Iteration 27Q (3456.650000 sec): 3 clusters
  Score: Raw -192804.119226 + Penalty 2488.463280 = -190315.655947
  nChanged 8
		SP:Iteration 28Q (3456.650000 sec): 3 clusters
  Score: Raw -192808.901633 + Penalty 2488.463280 = -190320.438353
  nChanged 11
		SP:Iteration 29Q (3456.660000 sec): 3 clusters
  Score: Raw -192812.513298 + Penalty 2488.463280 = -190324.050018
  nChanged 10
		SP:Iteration 30Q (3456.670000 sec): 3 clusters
  Score: Raw -192817.570318 + Penalty 2488.463280 = -190329.107038
  nChanged 6
		SP:Iteration 31Q (3456.670000 sec): 3 clusters
  Score: Raw -192819.338416 + Penalty 2488.463280 = -190330.875136
  nChanged 4
		SP:Iteration 32Q (3456.670000 sec): 3 clusters
  Score: Raw -192820.338304 + Penalty 2488.463280 = -190331.875025
  nChanged 4
		SP:Iteration 33Q (3456.680000 sec): 3 clusters
  Score: Raw -192823.074495 + Penalty 2488.463280 = -190334.611215
  nChanged 4
		SP:Iteration 34Q (3456.690000 sec): 3 clusters
  Score: Raw -192824.880331 + Penalty 2488.463280 = -190336.417051
  nChanged 5
		SP:Iteration 35Q (3456.690000 sec): 3 clusters
  Score: Raw -192826.854291 + Penalty 2488.463280 = -190338.391012
  nChanged 6
		SP:Iteration 36Q (3456.690000 sec): 3 clusters
  Score: Raw -192828.945317 + Penalty 2488.463280 = -190340.482037
  nChanged 5
		SP:Iteration 37Q (3456.700000 sec): 3 clusters
  Score: Raw -192830.728932 + Penalty 2488.463280 = -190342.265652
  nChanged 3
		SP:Iteration 38Q (3456.710000 sec): 3 clusters
  Score: Raw -192831.639076 + Penalty 2488.463280 = -190343.175796
  nChanged 4
		SP:Iteration 39Q (3456.710000 sec): 3 clusters
  Score: Raw -192833.078499 + Penalty 2488.463280 = -190344.615219
  nChanged 4
		SP:Iteration 40F (3456.720000 sec): 3 clusters
  Score: Raw -192835.612361 + Penalty 2488.463280 = -190347.149082
  nChanged 4
		SP:Iteration 41Q (3456.720000 sec): 3 clusters
  Score: Raw -192836.858885 + Penalty 2488.463280 = -190348.395605
  nChanged 4
		SP:Iteration 42Q (3456.730000 sec): 3 clusters
  Score: Raw -192838.531995 + Penalty 2488.463280 = -190350.068715
  nChanged 6
		SP:Iteration 43Q (3456.730000 sec): 3 clusters
  Score: Raw -192841.783448 + Penalty 2488.463280 = -190353.320169
  nChanged 6
		SP:Iteration 44Q (3456.740000 sec): 3 clusters
  Score: Raw -192844.574634 + Penalty 2488.463280 = -190356.111355
  nChanged 3
		SP:Iteration 45Q (3456.740000 sec): 3 clusters
  Score: Raw -192845.423711 + Penalty 2488.463280 = -190356.960432
  nChanged 2
		SP:Iteration 46Q (3456.750000 sec): 3 clusters
  Score: Raw -192845.743484 + Penalty 2488.463280 = -190357.280204
  nChanged 1
		SP:Iteration 47Q (3456.750000 sec): 3 clusters
  Score: Raw -192846.010613 + Penalty 2488.463280 = -190357.547333
  nChanged 0
		SP:Iteration 48F (3456.760000 sec): 3 clusters
  Score: Raw -192846.010613 + Penalty 2488.463280 = -190357.547333
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 85 (1249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.770000 sec): 2 clusters
  Score: Raw -118625.843847 + Penalty 1158.641008 = -117467.202839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.770000 sec): 3 clusters
  Score: Raw -118219.259697 + Penalty 2317.282016 = -115901.977682
  nChanged 377
		SP:Iteration 1F (3456.770000 sec): 3 clusters
  Score: Raw -118521.479757 + Penalty 2317.282016 = -116204.197742
  nChanged 106
		SP:Iteration 2F (3456.770000 sec): 3 clusters
  Score: Raw -118620.200656 + Penalty 2317.282016 = -116302.918641
  nChanged 56
		SP:Iteration 3Q (3456.780000 sec): 3 clusters
  Score: Raw -118673.059991 + Penalty 2317.282016 = -116355.777975
  nChanged 37
		SP:Iteration 4Q (3456.780000 sec): 3 clusters
  Score: Raw -118708.789582 + Penalty 2317.282016 = -116391.507566
  nChanged 29
		SP:Iteration 5Q (3456.790000 sec): 3 clusters
  Score: Raw -118741.207415 + Penalty 2317.282016 = -116423.925400
  nChanged 21
		SP:Iteration 6Q (3456.790000 sec): 3 clusters
  Score: Raw -118756.443865 + Penalty 2317.282016 = -116439.161849
  nChanged 18
		SP:Iteration 7Q (3456.790000 sec): 3 clusters
  Score: Raw -118770.690299 + Penalty 2317.282016 = -116453.408283
  nChanged 15
		SP:Iteration 8Q (3456.790000 sec): 3 clusters
  Score: Raw -118784.116247 + Penalty 2317.282016 = -116466.834232
  nChanged 15
		SP:Iteration 9Q (3456.800000 sec): 3 clusters
  Score: Raw -118796.295156 + Penalty 2317.282016 = -116479.013141
  nChanged 9
		SP:Iteration 10Q (3456.800000 sec): 3 clusters
  Score: Raw -118802.576713 + Penalty 2317.282016 = -116485.294697
  nChanged 5
		SP:Iteration 11Q (3456.800000 sec): 3 clusters
  Score: Raw -118805.325252 + Penalty 2317.282016 = -116488.043236
  nChanged 2
		SP:Iteration 12Q (3456.810000 sec): 3 clusters
  Score: Raw -118806.038840 + Penalty 2317.282016 = -116488.756825
  nChanged 3
		SP:Iteration 13Q (3456.810000 sec): 3 clusters
  Score: Raw -118809.181987 + Penalty 2317.282016 = -116491.899971
  nChanged 4
		SP:Iteration 14Q (3456.810000 sec): 3 clusters
  Score: Raw -118811.554833 + Penalty 2317.282016 = -116494.272817
  nChanged 2
		SP:Iteration 15Q (3456.810000 sec): 3 clusters
  Score: Raw -118812.275146 + Penalty 2317.282016 = -116494.993131
  nChanged 0
		SP:Iteration 16F (3456.820000 sec): 3 clusters
  Score: Raw -118812.275146 + Penalty 2317.282016 = -116494.993131
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 86 (2522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3456.830000 sec): 2 clusters
  Score: Raw -247791.493424 + Penalty 1272.831221 = -246518.662202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3456.840000 sec): 3 clusters
  Score: Raw -246625.602423 + Penalty 2545.662443 = -244079.939980
  nChanged 933
		SP:Iteration 1F (3456.840000 sec): 3 clusters
  Score: Raw -247171.799632 + Penalty 2545.662443 = -244626.137190
  nChanged 197
		SP:Iteration 2F (3456.850000 sec): 3 clusters
  Score: Raw -247287.567338 + Penalty 2545.662443 = -244741.904895
  nChanged 121
		SP:Iteration 3Q (3456.850000 sec): 3 clusters
  Score: Raw -247365.802039 + Penalty 2545.662443 = -244820.139596
  nChanged 97
		SP:Iteration 4Q (3456.860000 sec): 3 clusters
  Score: Raw -247418.424535 + Penalty 2545.662443 = -244872.762092
  nChanged 70
		SP:Iteration 5Q (3456.870000 sec): 3 clusters
  Score: Raw -247459.232605 + Penalty 2545.662443 = -244913.570162
  nChanged 50
		SP:Iteration 6Q (3456.870000 sec): 3 clusters
  Score: Raw -247485.891732 + Penalty 2545.662443 = -244940.229289
  nChanged 42
		SP:Iteration 7Q (3456.880000 sec): 3 clusters
  Score: Raw -247508.138476 + Penalty 2545.662443 = -244962.476033
  nChanged 32
		SP:Iteration 8Q (3456.890000 sec): 3 clusters
  Score: Raw -247520.209576 + Penalty 2545.662443 = -244974.547133
  nChanged 28
		SP:Iteration 9Q (3456.890000 sec): 3 clusters
  Score: Raw -247537.775672 + Penalty 2545.662443 = -244992.113229
  nChanged 35
		SP:Iteration 10Q (3456.900000 sec): 3 clusters
  Score: Raw -247560.085803 + Penalty 2545.662443 = -245014.423360
  nChanged 48
		SP:Iteration 11Q (3456.910000 sec): 3 clusters
  Score: Raw -247590.044219 + Penalty 2545.662443 = -245044.381776
  nChanged 51
		SP:Iteration 12Q (3456.910000 sec): 3 clusters
  Score: Raw -247622.560708 + Penalty 2545.662443 = -245076.898265
  nChanged 43
		SP:Iteration 13Q (3456.920000 sec): 3 clusters
  Score: Raw -247646.243029 + Penalty 2545.662443 = -245100.580586
  nChanged 44
		SP:Iteration 14Q (3456.930000 sec): 3 clusters
  Score: Raw -247666.834762 + Penalty 2545.662443 = -245121.172319
  nChanged 27
		SP:Iteration 15Q (3456.930000 sec): 3 clusters
  Score: Raw -247677.818155 + Penalty 2545.662443 = -245132.155712
  nChanged 18
		SP:Iteration 16Q (3456.940000 sec): 3 clusters
  Score: Raw -247684.507699 + Penalty 2545.662443 = -245138.845256
  nChanged 24
		SP:Iteration 17Q (3456.950000 sec): 3 clusters
  Score: Raw -247694.041461 + Penalty 2545.662443 = -245148.379018
  nChanged 18
		SP:Iteration 18Q (3456.950000 sec): 3 clusters
  Score: Raw -247702.354104 + Penalty 2545.662443 = -245156.691661
  nChanged 11
		SP:Iteration 19Q (3456.960000 sec): 3 clusters
  Score: Raw -247711.398827 + Penalty 2545.662443 = -245165.736384
  nChanged 16
		SP:Iteration 20F (3456.960000 sec): 3 clusters
  Score: Raw -247720.351110 + Penalty 2545.662443 = -245174.688667
  nChanged 17
		SP:Iteration 21Q (3456.970000 sec): 3 clusters
  Score: Raw -247733.012650 + Penalty 2545.662443 = -245187.350207
  nChanged 19
		SP:Iteration 22Q (3456.980000 sec): 3 clusters
  Score: Raw -247746.269120 + Penalty 2545.662443 = -245200.606677
  nChanged 13
		SP:Iteration 23Q (3456.980000 sec): 3 clusters
  Score: Raw -247754.911620 + Penalty 2545.662443 = -245209.249177
  nChanged 11
		SP:Iteration 24Q (3456.990000 sec): 3 clusters
  Score: Raw -247762.590568 + Penalty 2545.662443 = -245216.928125
  nChanged 11
		SP:Iteration 25Q (3456.990000 sec): 3 clusters
  Score: Raw -247766.972141 + Penalty 2545.662443 = -245221.309698
  nChanged 13
		SP:Iteration 26Q (3457.000000 sec): 3 clusters
  Score: Raw -247777.261192 + Penalty 2545.662443 = -245231.598749
  nChanged 17
		SP:Iteration 27Q (3457.010000 sec): 3 clusters
  Score: Raw -247786.634326 + Penalty 2545.662443 = -245240.971884
  nChanged 19
		SP:Iteration 28Q (3457.010000 sec): 3 clusters
  Score: Raw -247797.887817 + Penalty 2545.662443 = -245252.225374
  nChanged 14
		SP:Iteration 29Q (3457.020000 sec): 3 clusters
  Score: Raw -247805.427885 + Penalty 2545.662443 = -245259.765442
  nChanged 13
		SP:Iteration 30Q (3457.030000 sec): 3 clusters
  Score: Raw -247812.922657 + Penalty 2545.662443 = -245267.260214
  nChanged 8
		SP:Iteration 31Q (3457.030000 sec): 3 clusters
  Score: Raw -247819.075509 + Penalty 2545.662443 = -245273.413067
  nChanged 10
		SP:Iteration 32Q (3457.040000 sec): 3 clusters
  Score: Raw -247824.852687 + Penalty 2545.662443 = -245279.190244
  nChanged 6
		SP:Iteration 33Q (3457.040000 sec): 3 clusters
  Score: Raw -247829.235910 + Penalty 2545.662443 = -245283.573467
  nChanged 9
		SP:Iteration 34Q (3457.050000 sec): 3 clusters
  Score: Raw -247835.472020 + Penalty 2545.662443 = -245289.809577
  nChanged 9
		SP:Iteration 35Q (3457.050000 sec): 3 clusters
  Score: Raw -247839.466081 + Penalty 2545.662443 = -245293.803638
  nChanged 4
		SP:Iteration 36Q (3457.060000 sec): 3 clusters
  Score: Raw -247840.439629 + Penalty 2545.662443 = -245294.777186
  nChanged 1
		SP:Iteration 37Q (3457.070000 sec): 3 clusters
  Score: Raw -247841.244647 + Penalty 2545.662443 = -245295.582204
  nChanged 2
		SP:Iteration 38Q (3457.070000 sec): 3 clusters
  Score: Raw -247842.297577 + Penalty 2545.662443 = -245296.635135
  nChanged 2
		SP:Iteration 39Q (3457.080000 sec): 3 clusters
  Score: Raw -247843.582816 + Penalty 2545.662443 = -245297.920373
  nChanged 4
		SP:Iteration 40F (3457.090000 sec): 3 clusters
  Score: Raw -247847.080054 + Penalty 2545.662443 = -245301.417611
  nChanged 4
		SP:Iteration 41Q (3457.090000 sec): 3 clusters
  Score: Raw -247849.570831 + Penalty 2545.662443 = -245303.908388
  nChanged 2
		SP:Iteration 42Q (3457.100000 sec): 3 clusters
  Score: Raw -247850.569917 + Penalty 2545.662443 = -245304.907474
  nChanged 1
		SP:Iteration 43Q (3457.100000 sec): 3 clusters
  Score: Raw -247851.161641 + Penalty 2545.662443 = -245305.499199
  nChanged 0
		SP:Iteration 44F (3457.110000 sec): 3 clusters
  Score: Raw -247851.161641 + Penalty 2545.662443 = -245305.499199
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 87 (4361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3457.130000 sec): 2 clusters
  Score: Raw -446015.986203 + Penalty 1361.824209 = -444654.161995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3457.140000 sec): 3 clusters
  Score: Raw -443824.649063 + Penalty 2723.648417 = -441101.000646
  nChanged 1698
		SP:Iteration 1F (3457.150000 sec): 3 clusters
  Score: Raw -444783.348008 + Penalty 2723.648417 = -442059.699590
  nChanged 330
		SP:Iteration 2F (3457.160000 sec): 3 clusters
  Score: Raw -444964.509301 + Penalty 2723.648417 = -442240.860884
  nChanged 231
		SP:Iteration 3F (3457.170000 sec): 3 clusters
  Score: Raw -445086.733178 + Penalty 2723.648417 = -442363.084761
  nChanged 177
		SP:Iteration 4Q (3457.180000 sec): 3 clusters
  Score: Raw -445179.861825 + Penalty 2723.648417 = -442456.213408
  nChanged 149
		SP:Iteration 5Q (3457.190000 sec): 3 clusters
  Score: Raw -445262.605971 + Penalty 2723.648417 = -442538.957554
  nChanged 122
		SP:Iteration 6Q (3457.200000 sec): 3 clusters
  Score: Raw -445319.942392 + Penalty 2723.648417 = -442596.293975
  nChanged 108
		SP:Iteration 7Q (3457.210000 sec): 3 clusters
  Score: Raw -445373.822578 + Penalty 2723.648417 = -442650.174160
  nChanged 117
		SP:Iteration 8Q (3457.230000 sec): 3 clusters
  Score: Raw -445432.101176 + Penalty 2723.648417 = -442708.452759
  nChanged 129
		SP:Iteration 9Q (3457.240000 sec): 3 clusters
  Score: Raw -445493.322053 + Penalty 2723.648417 = -442769.673636
  nChanged 113
		SP:Iteration 10Q (3457.250000 sec): 3 clusters
  Score: Raw -445552.838760 + Penalty 2723.648417 = -442829.190343
  nChanged 107
		SP:Iteration 11Q (3457.260000 sec): 3 clusters
  Score: Raw -445617.799875 + Penalty 2723.648417 = -442894.151458
  nChanged 107
		SP:Iteration 12Q (3457.270000 sec): 3 clusters
  Score: Raw -445675.186386 + Penalty 2723.648417 = -442951.537969
  nChanged 102
		SP:Iteration 13Q (3457.280000 sec): 3 clusters
  Score: Raw -445738.326255 + Penalty 2723.648417 = -443014.677838
  nChanged 93
		SP:Iteration 14Q (3457.290000 sec): 3 clusters
  Score: Raw -445790.246179 + Penalty 2723.648417 = -443066.597762
  nChanged 84
		SP:Iteration 15Q (3457.310000 sec): 3 clusters
  Score: Raw -445840.857408 + Penalty 2723.648417 = -443117.208991
  nChanged 77
		SP:Iteration 16Q (3457.320000 sec): 3 clusters
  Score: Raw -445880.190497 + Penalty 2723.648417 = -443156.542080
  nChanged 68
		SP:Iteration 17Q (3457.330000 sec): 3 clusters
  Score: Raw -445909.497962 + Penalty 2723.648417 = -443185.849545
  nChanged 55
		SP:Iteration 18Q (3457.340000 sec): 3 clusters
  Score: Raw -445935.028404 + Penalty 2723.648417 = -443211.379987
  nChanged 51
		SP:Iteration 19Q (3457.360000 sec): 3 clusters
  Score: Raw -445961.114716 + Penalty 2723.648417 = -443237.466299
  nChanged 49
		SP:Iteration 20F (3457.370000 sec): 3 clusters
  Score: Raw -445982.561702 + Penalty 2723.648417 = -443258.913285
  nChanged 39
		SP:Iteration 21Q (3457.380000 sec): 3 clusters
  Score: Raw -446000.263195 + Penalty 2723.648417 = -443276.614778
  nChanged 41
		SP:Iteration 22Q (3457.390000 sec): 3 clusters
  Score: Raw -446024.367707 + Penalty 2723.648417 = -443300.719290
  nChanged 49
		SP:Iteration 23Q (3457.400000 sec): 3 clusters
  Score: Raw -446050.896496 + Penalty 2723.648417 = -443327.248079
  nChanged 43
		SP:Iteration 24Q (3457.410000 sec): 3 clusters
  Score: Raw -446074.569861 + Penalty 2723.648417 = -443350.921444
  nChanged 38
		SP:Iteration 25Q (3457.420000 sec): 3 clusters
  Score: Raw -446092.847032 + Penalty 2723.648417 = -443369.198615
  nChanged 34
		SP:Iteration 26Q (3457.430000 sec): 3 clusters
  Score: Raw -446107.768208 + Penalty 2723.648417 = -443384.119791
  nChanged 37
		SP:Iteration 27Q (3457.440000 sec): 3 clusters
  Score: Raw -446125.337841 + Penalty 2723.648417 = -443401.689424
  nChanged 28
		SP:Iteration 28Q (3457.460000 sec): 3 clusters
  Score: Raw -446138.039337 + Penalty 2723.648417 = -443414.390920
  nChanged 22
		SP:Iteration 29Q (3457.460000 sec): 3 clusters
  Score: Raw -446146.939655 + Penalty 2723.648417 = -443423.291238
  nChanged 21
		SP:Iteration 30Q (3457.480000 sec): 3 clusters
  Score: Raw -446153.130059 + Penalty 2723.648417 = -443429.481642
  nChanged 15
		SP:Iteration 31Q (3457.490000 sec): 3 clusters
  Score: Raw -446158.136567 + Penalty 2723.648417 = -443434.488150
  nChanged 18
		SP:Iteration 32Q (3457.500000 sec): 3 clusters
  Score: Raw -446165.790926 + Penalty 2723.648417 = -443442.142509
  nChanged 17
		SP:Iteration 33Q (3457.510000 sec): 3 clusters
  Score: Raw -446173.278316 + Penalty 2723.648417 = -443449.629899
  nChanged 17
		SP:Iteration 34Q (3457.520000 sec): 3 clusters
  Score: Raw -446181.297402 + Penalty 2723.648417 = -443457.648985
  nChanged 16
		SP:Iteration 35Q (3457.530000 sec): 3 clusters
  Score: Raw -446187.855913 + Penalty 2723.648417 = -443464.207496
  nChanged 20
		SP:Iteration 36Q (3457.540000 sec): 3 clusters
  Score: Raw -446196.374996 + Penalty 2723.648417 = -443472.726579
  nChanged 20
		SP:Iteration 37Q (3457.550000 sec): 3 clusters
  Score: Raw -446205.734186 + Penalty 2723.648417 = -443482.085769
  nChanged 19
		SP:Iteration 38Q (3457.560000 sec): 3 clusters
  Score: Raw -446213.773308 + Penalty 2723.648417 = -443490.124891
  nChanged 17
		SP:Iteration 39Q (3457.570000 sec): 3 clusters
  Score: Raw -446219.420512 + Penalty 2723.648417 = -443495.772095
  nChanged 17
		SP:Iteration 40F (3457.580000 sec): 3 clusters
  Score: Raw -446225.696086 + Penalty 2723.648417 = -443502.047669
  nChanged 7
		SP:Iteration 41Q (3457.590000 sec): 3 clusters
  Score: Raw -446227.916925 + Penalty 2723.648417 = -443504.268508
  nChanged 6
		SP:Iteration 42Q (3457.600000 sec): 3 clusters
  Score: Raw -446229.362836 + Penalty 2723.648417 = -443505.714419
  nChanged 7
		SP:Iteration 43Q (3457.620000 sec): 3 clusters
  Score: Raw -446232.155555 + Penalty 2723.648417 = -443508.507138
  nChanged 7
		SP:Iteration 44Q (3457.620000 sec): 3 clusters
  Score: Raw -446234.066709 + Penalty 2723.648417 = -443510.418292
  nChanged 10
		SP:Iteration 45Q (3457.640000 sec): 3 clusters
  Score: Raw -446236.295380 + Penalty 2723.648417 = -443512.646962
  nChanged 3
		SP:Iteration 46Q (3457.640000 sec): 3 clusters
  Score: Raw -446237.500685 + Penalty 2723.648417 = -443513.852268
  nChanged 2
		SP:Iteration 47Q (3457.660000 sec): 3 clusters
  Score: Raw -446238.815594 + Penalty 2723.648417 = -443515.167177
  nChanged 4
		SP:Iteration 48Q (3457.660000 sec): 3 clusters
  Score: Raw -446240.263805 + Penalty 2723.648417 = -443516.615388
  nChanged 5
		SP:Iteration 49Q (3457.680000 sec): 3 clusters
  Score: Raw -446242.925038 + Penalty 2723.648417 = -443519.276621
  nChanged 6
		SP:Iteration 50Q (3457.680000 sec): 3 clusters
  Score: Raw -446245.216548 + Penalty 2723.648417 = -443521.568131
  nChanged 3
		SP:Iteration 51Q (3457.700000 sec): 3 clusters
  Score: Raw -446246.417404 + Penalty 2723.648417 = -443522.768987
  nChanged 2
		SP:Iteration 52Q (3457.700000 sec): 3 clusters
  Score: Raw -446246.852913 + Penalty 2723.648417 = -443523.204496
  nChanged 4
		SP:Iteration 53Q (3457.720000 sec): 3 clusters
  Score: Raw -446248.182745 + Penalty 2723.648417 = -443524.534328
  nChanged 5
		SP:Iteration 54Q (3457.720000 sec): 3 clusters
  Score: Raw -446249.867752 + Penalty 2723.648417 = -443526.219335
  nChanged 3
		SP:Iteration 55Q (3457.740000 sec): 3 clusters
  Score: Raw -446250.422198 + Penalty 2723.648417 = -443526.773781
  nChanged 1
		SP:Iteration 56Q (3457.740000 sec): 3 clusters
  Score: Raw -446250.801819 + Penalty 2723.648417 = -443527.153402
  nChanged 2
		SP:Iteration 57Q (3457.760000 sec): 3 clusters
  Score: Raw -446251.804076 + Penalty 2723.648417 = -443528.155659
  nChanged 3
		SP:Iteration 58Q (3457.760000 sec): 3 clusters
  Score: Raw -446252.284234 + Penalty 2723.648417 = -443528.635817
  nChanged 1
		SP:Iteration 59Q (3457.780000 sec): 3 clusters
  Score: Raw -446252.381198 + Penalty 2723.648417 = -443528.732781
  nChanged 1
		SP:Iteration 60F (3457.790000 sec): 3 clusters
  Score: Raw -446252.442051 + Penalty 2723.648417 = -443528.793634
  nChanged 1
		SP:Iteration 61Q (3457.800000 sec): 3 clusters
  Score: Raw -446252.616653 + Penalty 2723.648417 = -443528.968236
  nChanged 2
		SP:Iteration 62Q (3457.810000 sec): 3 clusters
  Score: Raw -446252.860152 + Penalty 2723.648417 = -443529.211735
  nChanged 0
		SP:Iteration 63F (3457.820000 sec): 3 clusters
  Score: Raw -446252.860152 + Penalty 2723.648417 = -443529.211735
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 88 (8750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3457.850000 sec): 2 clusters
  Score: Raw -889059.877332 + Penalty 1474.981459 = -887584.895873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3457.870000 sec): 3 clusters
  Score: Raw -884187.181968 + Penalty 2949.962918 = -881237.219050
  nChanged 3709
		SP:Iteration 1F (3457.890000 sec): 3 clusters
  Score: Raw -886110.116810 + Penalty 2949.962918 = -883160.153892
  nChanged 532
		SP:Iteration 2F (3457.920000 sec): 3 clusters
  Score: Raw -886314.880140 + Penalty 2949.962918 = -883364.917221
  nChanged 405
		SP:Iteration 3Q (3457.940000 sec): 3 clusters
  Score: Raw -886478.805468 + Penalty 2949.962918 = -883528.842549
  nChanged 368
		SP:Iteration 4Q (3457.960000 sec): 3 clusters
  Score: Raw -886611.804054 + Penalty 2949.962918 = -883661.841135
  nChanged 285
		SP:Iteration 5Q (3457.980000 sec): 3 clusters
  Score: Raw -886713.405406 + Penalty 2949.962918 = -883763.442487
  nChanged 269
		SP:Iteration 6Q (3458.010000 sec): 3 clusters
  Score: Raw -886810.238483 + Penalty 2949.962918 = -883860.275565
  nChanged 239
		SP:Iteration 7Q (3458.030000 sec): 3 clusters
  Score: Raw -886895.723162 + Penalty 2949.962918 = -883945.760244
  nChanged 244
		SP:Iteration 8Q (3458.060000 sec): 3 clusters
  Score: Raw -886986.785760 + Penalty 2949.962918 = -884036.822841
  nChanged 240
		SP:Iteration 9Q (3458.080000 sec): 3 clusters
  Score: Raw -887072.538806 + Penalty 2949.962918 = -884122.575888
  nChanged 253
		SP:Iteration 10Q (3458.100000 sec): 3 clusters
  Score: Raw -887165.922397 + Penalty 2949.962918 = -884215.959479
  nChanged 259
		SP:Iteration 11Q (3458.120000 sec): 3 clusters
  Score: Raw -887281.381561 + Penalty 2949.962918 = -884331.418643
  nChanged 316
		SP:Iteration 12Q (3458.150000 sec): 3 clusters
  Score: Raw -887445.545310 + Penalty 2949.962918 = -884495.582392
  nChanged 342
		SP:Iteration 13Q (3458.170000 sec): 3 clusters
  Score: Raw -887647.993045 + Penalty 2949.962918 = -884698.030126
  nChanged 341
		SP:Iteration 14Q (3458.190000 sec): 3 clusters
  Score: Raw -887875.431346 + Penalty 2949.962918 = -884925.468427
  nChanged 365
		SP:Iteration 15Q (3458.220000 sec): 3 clusters
  Score: Raw -888123.674915 + Penalty 2949.962918 = -885173.711997
  nChanged 328
		SP:Iteration 16Q (3458.240000 sec): 3 clusters
  Score: Raw -888361.805865 + Penalty 2949.962918 = -885411.842946
  nChanged 275
		SP:Iteration 17Q (3458.260000 sec): 3 clusters
  Score: Raw -888563.911500 + Penalty 2949.962918 = -885613.948581
  nChanged 225
		SP:Iteration 18Q (3458.280000 sec): 3 clusters
  Score: Raw -888740.911698 + Penalty 2949.962918 = -885790.948780
  nChanged 180
		SP:Iteration 19Q (3458.310000 sec): 3 clusters
  Score: Raw -888873.493104 + Penalty 2949.962918 = -885923.530186
  nChanged 128
		SP:Iteration 20F (3458.330000 sec): 3 clusters
  Score: Raw -888968.359987 + Penalty 2949.962918 = -886018.397068
  nChanged 106
		SP:Iteration 21Q (3458.350000 sec): 3 clusters
  Score: Raw -889040.533559 + Penalty 2949.962918 = -886090.570641
  nChanged 85
		SP:Iteration 22Q (3458.370000 sec): 3 clusters
  Score: Raw -889093.578349 + Penalty 2949.962918 = -886143.615431
  nChanged 67
		SP:Iteration 23Q (3458.390000 sec): 3 clusters
  Score: Raw -889140.898439 + Penalty 2949.962918 = -886190.935520
  nChanged 50
		SP:Iteration 24Q (3458.410000 sec): 3 clusters
  Score: Raw -889179.111463 + Penalty 2949.962918 = -886229.148545
  nChanged 34
		SP:Iteration 25Q (3458.430000 sec): 3 clusters
  Score: Raw -889208.533161 + Penalty 2949.962918 = -886258.570243
  nChanged 30
		SP:Iteration 26Q (3458.450000 sec): 3 clusters
  Score: Raw -889230.576838 + Penalty 2949.962918 = -886280.613920
  nChanged 23
		SP:Iteration 27Q (3458.460000 sec): 3 clusters
  Score: Raw -889250.618775 + Penalty 2949.962918 = -886300.655857
  nChanged 28
		SP:Iteration 28Q (3458.480000 sec): 3 clusters
  Score: Raw -889273.733088 + Penalty 2949.962918 = -886323.770170
  nChanged 29
		SP:Iteration 29Q (3458.500000 sec): 3 clusters
  Score: Raw -889303.874405 + Penalty 2949.962918 = -886353.911487
  nChanged 12
		SP:Iteration 30Q (3458.520000 sec): 3 clusters
  Score: Raw -889315.474996 + Penalty 2949.962918 = -886365.512078
  nChanged 12
		SP:Iteration 31Q (3458.540000 sec): 3 clusters
  Score: Raw -889325.369852 + Penalty 2949.962918 = -886375.406934
  nChanged 6
		SP:Iteration 32Q (3458.550000 sec): 3 clusters
  Score: Raw -889329.560384 + Penalty 2949.962918 = -886379.597466
  nChanged 4
		SP:Iteration 33Q (3458.570000 sec): 3 clusters
  Score: Raw -889333.618703 + Penalty 2949.962918 = -886383.655784
  nChanged 5
		SP:Iteration 34Q (3458.590000 sec): 3 clusters
  Score: Raw -889339.529993 + Penalty 2949.962918 = -886389.567074
  nChanged 8
		SP:Iteration 35Q (3458.610000 sec): 3 clusters
  Score: Raw -889347.621981 + Penalty 2949.962918 = -886397.659062
  nChanged 9
		SP:Iteration 36Q (3458.620000 sec): 3 clusters
  Score: Raw -889353.836221 + Penalty 2949.962918 = -886403.873303
  nChanged 5
		SP:Iteration 37Q (3458.640000 sec): 3 clusters
  Score: Raw -889356.391981 + Penalty 2949.962918 = -886406.429062
  nChanged 2
		SP:Iteration 38Q (3458.660000 sec): 3 clusters
  Score: Raw -889357.665594 + Penalty 2949.962918 = -886407.702675
  nChanged 3
		SP:Iteration 39Q (3458.680000 sec): 3 clusters
  Score: Raw -889361.654403 + Penalty 2949.962918 = -886411.691484
  nChanged 6
		SP:Iteration 40F (3458.700000 sec): 3 clusters
  Score: Raw -889366.145095 + Penalty 2949.962918 = -886416.182177
  nChanged 2
		SP:Iteration 41Q (3458.720000 sec): 3 clusters
  Score: Raw -889368.048596 + Penalty 2949.962918 = -886418.085677
  nChanged 2
		SP:Iteration 42Q (3458.740000 sec): 3 clusters
  Score: Raw -889369.154223 + Penalty 2949.962918 = -886419.191305
  nChanged 2
		SP:Iteration 43Q (3458.750000 sec): 3 clusters
  Score: Raw -889370.113548 + Penalty 2949.962918 = -886420.150630
  nChanged 1
		SP:Iteration 44Q (3458.770000 sec): 3 clusters
  Score: Raw -889370.389885 + Penalty 2949.962918 = -886420.426967
  nChanged 0
		SP:Iteration 45F (3458.790000 sec): 3 clusters
  Score: Raw -889370.389885 + Penalty 2949.962918 = -886420.426967
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 89 (4204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.810000 sec): 2 clusters
  Score: Raw -414276.138711 + Penalty 1355.866156 = -412920.272555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.820000 sec): 3 clusters
  Score: Raw -412193.518485 + Penalty 2711.732313 = -409481.786172
  nChanged 1607
		SP:Iteration 1F (3458.830000 sec): 3 clusters
  Score: Raw -413084.970810 + Penalty 2711.732313 = -410373.238497
  nChanged 291
		SP:Iteration 2F (3458.840000 sec): 3 clusters
  Score: Raw -413250.866598 + Penalty 2711.732313 = -410539.134285
  nChanged 233
		SP:Iteration 3F (3458.850000 sec): 3 clusters
  Score: Raw -413399.886305 + Penalty 2711.732313 = -410688.153992
  nChanged 207
		SP:Iteration 4Q (3458.860000 sec): 3 clusters
  Score: Raw -413504.246238 + Penalty 2711.732313 = -410792.513926
  nChanged 136
		SP:Iteration 5Q (3458.870000 sec): 3 clusters
  Score: Raw -413565.434303 + Penalty 2711.732313 = -410853.701990
  nChanged 113
		SP:Iteration 6Q (3458.880000 sec): 3 clusters
  Score: Raw -413613.858526 + Penalty 2711.732313 = -410902.126213
  nChanged 110
		SP:Iteration 7Q (3458.900000 sec): 3 clusters
  Score: Raw -413662.922040 + Penalty 2711.732313 = -410951.189727
  nChanged 104
		SP:Iteration 8Q (3458.900000 sec): 3 clusters
  Score: Raw -413715.060519 + Penalty 2711.732313 = -411003.328206
  nChanged 102
		SP:Iteration 9Q (3458.920000 sec): 3 clusters
  Score: Raw -413770.035095 + Penalty 2711.732313 = -411058.302783
  nChanged 102
		SP:Iteration 10Q (3458.930000 sec): 3 clusters
  Score: Raw -413829.239104 + Penalty 2711.732313 = -411117.506791
  nChanged 103
		SP:Iteration 11Q (3458.940000 sec): 3 clusters
  Score: Raw -413886.285325 + Penalty 2711.732313 = -411174.553012
  nChanged 97
		SP:Iteration 12Q (3458.950000 sec): 3 clusters
  Score: Raw -413945.727010 + Penalty 2711.732313 = -411233.994697
  nChanged 109
		SP:Iteration 13Q (3458.960000 sec): 3 clusters
  Score: Raw -414012.218047 + Penalty 2711.732313 = -411300.485734
  nChanged 88
		SP:Iteration 14Q (3458.970000 sec): 3 clusters
  Score: Raw -414062.201255 + Penalty 2711.732313 = -411350.468942
  nChanged 79
		SP:Iteration 15Q (3458.980000 sec): 3 clusters
  Score: Raw -414111.854718 + Penalty 2711.732313 = -411400.122405
  nChanged 73
		SP:Iteration 16Q (3458.990000 sec): 3 clusters
  Score: Raw -414159.584648 + Penalty 2711.732313 = -411447.852335
  nChanged 63
		SP:Iteration 17Q (3459.000000 sec): 3 clusters
  Score: Raw -414196.021121 + Penalty 2711.732313 = -411484.288808
  nChanged 52
		SP:Iteration 18Q (3459.010000 sec): 3 clusters
  Score: Raw -414229.578380 + Penalty 2711.732313 = -411517.846067
  nChanged 52
		SP:Iteration 19Q (3459.020000 sec): 3 clusters
  Score: Raw -414266.005175 + Penalty 2711.732313 = -411554.272862
  nChanged 48
		SP:Iteration 20F (3459.030000 sec): 3 clusters
  Score: Raw -414296.971576 + Penalty 2711.732313 = -411585.239263
  nChanged 37
		SP:Iteration 21Q (3459.040000 sec): 3 clusters
  Score: Raw -414320.258996 + Penalty 2711.732313 = -411608.526683
  nChanged 36
		SP:Iteration 22Q (3459.050000 sec): 3 clusters
  Score: Raw -414345.378019 + Penalty 2711.732313 = -411633.645706
  nChanged 25
		SP:Iteration 23Q (3459.060000 sec): 3 clusters
  Score: Raw -414359.382731 + Penalty 2711.732313 = -411647.650418
  nChanged 27
		SP:Iteration 24Q (3459.070000 sec): 3 clusters
  Score: Raw -414377.730974 + Penalty 2711.732313 = -411665.998661
  nChanged 18
		SP:Iteration 25Q (3459.080000 sec): 3 clusters
  Score: Raw -414392.880398 + Penalty 2711.732313 = -411681.148085
  nChanged 22
		SP:Iteration 26Q (3459.090000 sec): 3 clusters
  Score: Raw -414406.488764 + Penalty 2711.732313 = -411694.756451
  nChanged 24
		SP:Iteration 27Q (3459.100000 sec): 3 clusters
  Score: Raw -414422.600014 + Penalty 2711.732313 = -411710.867701
  nChanged 20
		SP:Iteration 28Q (3459.110000 sec): 3 clusters
  Score: Raw -414438.811460 + Penalty 2711.732313 = -411727.079147
  nChanged 14
		SP:Iteration 29Q (3459.120000 sec): 3 clusters
  Score: Raw -414447.451299 + Penalty 2711.732313 = -411735.718986
  nChanged 12
		SP:Iteration 30Q (3459.130000 sec): 3 clusters
  Score: Raw -414455.752067 + Penalty 2711.732313 = -411744.019754
  nChanged 13
		SP:Iteration 31Q (3459.140000 sec): 3 clusters
  Score: Raw -414463.803893 + Penalty 2711.732313 = -411752.071580
  nChanged 10
		SP:Iteration 32Q (3459.140000 sec): 3 clusters
  Score: Raw -414469.026078 + Penalty 2711.732313 = -411757.293765
  nChanged 10
		SP:Iteration 33Q (3459.150000 sec): 3 clusters
  Score: Raw -414476.364176 + Penalty 2711.732313 = -411764.631863
  nChanged 11
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -414482.367801 + Penalty 2711.732313 = -411770.635488
  nChanged 5
		SP:Iteration 35Q (3459.170000 sec): 3 clusters
  Score: Raw -414486.182289 + Penalty 2711.732313 = -411774.449976
  nChanged 7
		SP:Iteration 36Q (3459.180000 sec): 3 clusters
  Score: Raw -414489.541870 + Penalty 2711.732313 = -411777.809557
  nChanged 5
		SP:Iteration 37Q (3459.190000 sec): 3 clusters
  Score: Raw -414492.543525 + Penalty 2711.732313 = -411780.811212
  nChanged 6
		SP:Iteration 38Q (3459.200000 sec): 3 clusters
  Score: Raw -414497.467349 + Penalty 2711.732313 = -411785.735037
  nChanged 4
		SP:Iteration 39Q (3459.210000 sec): 3 clusters
  Score: Raw -414499.407335 + Penalty 2711.732313 = -411787.675022
  nChanged 2
		SP:Iteration 40F (3459.220000 sec): 3 clusters
  Score: Raw -414500.474393 + Penalty 2711.732313 = -411788.742080
  nChanged 1
		SP:Iteration 41Q (3459.230000 sec): 3 clusters
  Score: Raw -414501.126106 + Penalty 2711.732313 = -411789.393793
  nChanged 1
		SP:Iteration 42Q (3459.240000 sec): 3 clusters
  Score: Raw -414501.961173 + Penalty 2711.732313 = -411790.228861
  nChanged 2
		SP:Iteration 43Q (3459.250000 sec): 3 clusters
  Score: Raw -414502.603508 + Penalty 2711.732313 = -411790.871195
  nChanged 1
		SP:Iteration 44Q (3459.260000 sec): 3 clusters
  Score: Raw -414502.845098 + Penalty 2711.732313 = -411791.112786
  nChanged 0
		SP:Iteration 45F (3459.270000 sec): 3 clusters
  Score: Raw -414502.845098 + Penalty 2711.732313 = -411791.112786
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 90 (6179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.290000 sec): 2 clusters
  Score: Raw -598212.585956 + Penalty 1418.448155 = -596794.137800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.300000 sec): 3 clusters
  Score: Raw -594920.227437 + Penalty 2836.896311 = -592083.331127
  nChanged 2566
		SP:Iteration 1F (3459.320000 sec): 3 clusters
  Score: Raw -596337.979238 + Penalty 2836.896311 = -593501.082927
  nChanged 404
		SP:Iteration 2F (3459.340000 sec): 3 clusters
  Score: Raw -596535.891341 + Penalty 2836.896311 = -593698.995031
  nChanged 338
		SP:Iteration 3F (3459.350000 sec): 3 clusters
  Score: Raw -596728.469418 + Penalty 2836.896311 = -593891.573107
  nChanged 295
		SP:Iteration 4Q (3459.370000 sec): 3 clusters
  Score: Raw -596907.476043 + Penalty 2836.896311 = -594070.579733
  nChanged 303
		SP:Iteration 5Q (3459.380000 sec): 3 clusters
  Score: Raw -597113.527271 + Penalty 2836.896311 = -594276.630961
  nChanged 316
		SP:Iteration 6F (3459.400000 sec): 3 clusters
  Score: Raw -597343.282520 + Penalty 2836.896311 = -594506.386209
  nChanged 286
		SP:Iteration 7Q (3459.420000 sec): 3 clusters
  Score: Raw -597552.342827 + Penalty 2836.896311 = -594715.446517
  nChanged 256
		SP:Iteration 8Q (3459.430000 sec): 3 clusters
  Score: Raw -597712.011185 + Penalty 2836.896311 = -594875.114874
  nChanged 228
		SP:Iteration 9Q (3459.450000 sec): 3 clusters
  Score: Raw -597869.734048 + Penalty 2836.896311 = -595032.837737
  nChanged 207
		SP:Iteration 10Q (3459.460000 sec): 3 clusters
  Score: Raw -598009.754644 + Penalty 2836.896311 = -595172.858333
  nChanged 212
		SP:Iteration 11Q (3459.480000 sec): 3 clusters
  Score: Raw -598171.498815 + Penalty 2836.896311 = -595334.602504
  nChanged 198
		SP:Iteration 12Q (3459.500000 sec): 3 clusters
  Score: Raw -598334.237035 + Penalty 2836.896311 = -595497.340724
  nChanged 173
		SP:Iteration 13Q (3459.510000 sec): 3 clusters
  Score: Raw -598492.830638 + Penalty 2836.896311 = -595655.934328
  nChanged 179
		SP:Iteration 14Q (3459.520000 sec): 3 clusters
  Score: Raw -598666.478935 + Penalty 2836.896311 = -595829.582624
  nChanged 167
		SP:Iteration 15Q (3459.540000 sec): 3 clusters
  Score: Raw -598799.593187 + Penalty 2836.896311 = -595962.696876
  nChanged 164
		SP:Iteration 16Q (3459.550000 sec): 3 clusters
  Score: Raw -598896.465389 + Penalty 2836.896311 = -596059.569078
  nChanged 98
		SP:Iteration 17Q (3459.570000 sec): 3 clusters
  Score: Raw -598935.175031 + Penalty 2836.896311 = -596098.278721
  nChanged 73
		SP:Iteration 18Q (3459.580000 sec): 3 clusters
  Score: Raw -598962.977111 + Penalty 2836.896311 = -596126.080801
  nChanged 50
		SP:Iteration 19Q (3459.600000 sec): 3 clusters
  Score: Raw -598979.337970 + Penalty 2836.896311 = -596142.441659
  nChanged 34
		SP:Iteration 20F (3459.620000 sec): 3 clusters
  Score: Raw -598987.476220 + Penalty 2836.896311 = -596150.579910
  nChanged 22
		SP:Iteration 21Q (3459.630000 sec): 3 clusters
  Score: Raw -598993.549485 + Penalty 2836.896311 = -596156.653174
  nChanged 17
		SP:Iteration 22Q (3459.640000 sec): 3 clusters
  Score: Raw -598998.536726 + Penalty 2836.896311 = -596161.640415
  nChanged 20
		SP:Iteration 23Q (3459.660000 sec): 3 clusters
  Score: Raw -599003.263221 + Penalty 2836.896311 = -596166.366910
  nChanged 20
		SP:Iteration 24Q (3459.670000 sec): 3 clusters
  Score: Raw -599007.890597 + Penalty 2836.896311 = -596170.994286
  nChanged 18
		SP:Iteration 25Q (3459.680000 sec): 3 clusters
  Score: Raw -599011.481840 + Penalty 2836.896311 = -596174.585529
  nChanged 12
		SP:Iteration 26Q (3459.700000 sec): 3 clusters
  Score: Raw -599014.061330 + Penalty 2836.896311 = -596177.165020
  nChanged 14
		SP:Iteration 27Q (3459.710000 sec): 3 clusters
  Score: Raw -599017.388415 + Penalty 2836.896311 = -596180.492104
  nChanged 10
		SP:Iteration 28Q (3459.720000 sec): 3 clusters
  Score: Raw -599019.551707 + Penalty 2836.896311 = -596182.655396
  nChanged 10
		SP:Iteration 29Q (3459.740000 sec): 3 clusters
  Score: Raw -599021.505417 + Penalty 2836.896311 = -596184.609106
  nChanged 11
		SP:Iteration 30Q (3459.750000 sec): 3 clusters
  Score: Raw -599025.074753 + Penalty 2836.896311 = -596188.178442
  nChanged 5
		SP:Iteration 31Q (3459.760000 sec): 3 clusters
  Score: Raw -599026.847662 + Penalty 2836.896311 = -596189.951351
  nChanged 11
		SP:Iteration 32Q (3459.780000 sec): 3 clusters
  Score: Raw -599029.503389 + Penalty 2836.896311 = -596192.607078
  nChanged 11
		SP:Iteration 33Q (3459.790000 sec): 3 clusters
  Score: Raw -599031.313905 + Penalty 2836.896311 = -596194.417594
  nChanged 7
		SP:Iteration 34Q (3459.810000 sec): 3 clusters
  Score: Raw -599032.368408 + Penalty 2836.896311 = -596195.472098
  nChanged 4
		SP:Iteration 35Q (3459.820000 sec): 3 clusters
  Score: Raw -599033.029744 + Penalty 2836.896311 = -596196.133433
  nChanged 4
		SP:Iteration 36Q (3459.830000 sec): 3 clusters
  Score: Raw -599033.625599 + Penalty 2836.896311 = -596196.729288
  nChanged 1
		SP:Iteration 37Q (3459.850000 sec): 3 clusters
  Score: Raw -599033.807309 + Penalty 2836.896311 = -596196.910998
  nChanged 2
		SP:Iteration 38Q (3459.860000 sec): 3 clusters
  Score: Raw -599033.965678 + Penalty 2836.896311 = -596197.069367
  nChanged 0
		SP:Iteration 39F (3459.880000 sec): 3 clusters
  Score: Raw -599033.965678 + Penalty 2836.896311 = -596197.069367
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 91 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.890000 sec): 2 clusters
  Score: Raw -177112.385332 + Penalty 1223.702999 = -175888.682332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.890000 sec): 3 clusters
  Score: Raw -176347.000418 + Penalty 2447.405998 = -173899.594420
  nChanged 673
		SP:Iteration 1F (3459.900000 sec): 3 clusters
  Score: Raw -176821.045913 + Penalty 2447.405998 = -174373.639914
  nChanged 145
		SP:Iteration 2F (3459.900000 sec): 3 clusters
  Score: Raw -176946.251642 + Penalty 2447.405998 = -174498.845644
  nChanged 88
		SP:Iteration 3Q (3459.900000 sec): 3 clusters
  Score: Raw -177028.048228 + Penalty 2447.405998 = -174580.642230
  nChanged 62
		SP:Iteration 4Q (3459.910000 sec): 3 clusters
  Score: Raw -177076.427866 + Penalty 2447.405998 = -174629.021867
  nChanged 55
		SP:Iteration 5Q (3459.920000 sec): 3 clusters
  Score: Raw -177122.919884 + Penalty 2447.405998 = -174675.513886
  nChanged 48
		SP:Iteration 6Q (3459.920000 sec): 3 clusters
  Score: Raw -177164.690061 + Penalty 2447.405998 = -174717.284063
  nChanged 41
		SP:Iteration 7Q (3459.920000 sec): 3 clusters
  Score: Raw -177193.898358 + Penalty 2447.405998 = -174746.492360
  nChanged 36
		SP:Iteration 8Q (3459.930000 sec): 3 clusters
  Score: Raw -177217.701104 + Penalty 2447.405998 = -174770.295105
  nChanged 26
		SP:Iteration 9Q (3459.930000 sec): 3 clusters
  Score: Raw -177231.352560 + Penalty 2447.405998 = -174783.946562
  nChanged 24
		SP:Iteration 10Q (3459.940000 sec): 3 clusters
  Score: Raw -177246.295192 + Penalty 2447.405998 = -174798.889194
  nChanged 25
		SP:Iteration 11Q (3459.940000 sec): 3 clusters
  Score: Raw -177261.840917 + Penalty 2447.405998 = -174814.434918
  nChanged 29
		SP:Iteration 12Q (3459.950000 sec): 3 clusters
  Score: Raw -177283.946815 + Penalty 2447.405998 = -174836.540817
  nChanged 36
		SP:Iteration 13Q (3459.950000 sec): 3 clusters
  Score: Raw -177322.502806 + Penalty 2447.405998 = -174875.096807
  nChanged 39
		SP:Iteration 14Q (3459.960000 sec): 3 clusters
  Score: Raw -177358.606268 + Penalty 2447.405998 = -174911.200269
  nChanged 38
		SP:Iteration 15Q (3459.960000 sec): 3 clusters
  Score: Raw -177396.923437 + Penalty 2447.405998 = -174949.517438
  nChanged 47
		SP:Iteration 16Q (3459.960000 sec): 3 clusters
  Score: Raw -177435.602120 + Penalty 2447.405998 = -174988.196121
  nChanged 32
		SP:Iteration 17Q (3459.970000 sec): 3 clusters
  Score: Raw -177461.859689 + Penalty 2447.405998 = -175014.453690
  nChanged 29
		SP:Iteration 18Q (3459.980000 sec): 3 clusters
  Score: Raw -177484.438108 + Penalty 2447.405998 = -175037.032110
  nChanged 24
		SP:Iteration 19Q (3459.980000 sec): 3 clusters
  Score: Raw -177512.659138 + Penalty 2447.405998 = -175065.253139
  nChanged 23
		SP:Iteration 20F (3459.980000 sec): 3 clusters
  Score: Raw -177535.782357 + Penalty 2447.405998 = -175088.376359
  nChanged 23
		SP:Iteration 21Q (3459.990000 sec): 3 clusters
  Score: Raw -177554.883785 + Penalty 2447.405998 = -175107.477787
  nChanged 15
		SP:Iteration 22Q (3459.990000 sec): 3 clusters
  Score: Raw -177567.986338 + Penalty 2447.405998 = -175120.580339
  nChanged 18
		SP:Iteration 23Q (3460.000000 sec): 3 clusters
  Score: Raw -177586.317016 + Penalty 2447.405998 = -175138.911017
  nChanged 22
		SP:Iteration 24Q (3460.000000 sec): 3 clusters
  Score: Raw -177610.521174 + Penalty 2447.405998 = -175163.115176
  nChanged 17
		SP:Iteration 25Q (3460.000000 sec): 3 clusters
  Score: Raw -177624.624520 + Penalty 2447.405998 = -175177.218521
  nChanged 13
		SP:Iteration 26Q (3460.010000 sec): 3 clusters
  Score: Raw -177639.696510 + Penalty 2447.405998 = -175192.290511
  nChanged 12
		SP:Iteration 27Q (3460.010000 sec): 3 clusters
  Score: Raw -177655.528808 + Penalty 2447.405998 = -175208.122809
  nChanged 16
		SP:Iteration 28Q (3460.020000 sec): 3 clusters
  Score: Raw -177678.161282 + Penalty 2447.405998 = -175230.755284
  nChanged 19
		SP:Iteration 29Q (3460.020000 sec): 3 clusters
  Score: Raw -177698.126116 + Penalty 2447.405998 = -175250.720118
  nChanged 14
		SP:Iteration 30Q (3460.020000 sec): 3 clusters
  Score: Raw -177711.041883 + Penalty 2447.405998 = -175263.635884
  nChanged 7
		SP:Iteration 31Q (3460.030000 sec): 3 clusters
  Score: Raw -177715.968489 + Penalty 2447.405998 = -175268.562491
  nChanged 2
		SP:Iteration 32Q (3460.030000 sec): 3 clusters
  Score: Raw -177716.976155 + Penalty 2447.405998 = -175269.570157
  nChanged 5
		SP:Iteration 33Q (3460.040000 sec): 3 clusters
  Score: Raw -177718.707432 + Penalty 2447.405998 = -175271.301433
  nChanged 2
		SP:Iteration 34Q (3460.040000 sec): 3 clusters
  Score: Raw -177719.668478 + Penalty 2447.405998 = -175272.262480
  nChanged 2
		SP:Iteration 35Q (3460.040000 sec): 3 clusters
  Score: Raw -177720.221326 + Penalty 2447.405998 = -175272.815328
  nChanged 0
		SP:Iteration 36F (3460.050000 sec): 3 clusters
  Score: Raw -177720.221326 + Penalty 2447.405998 = -175272.815328
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 92 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3460.060000 sec): 2 clusters
  Score: Raw -57512.470539 + Penalty 1036.769912 = -56475.700627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3460.060000 sec): 3 clusters
  Score: Raw -57447.298204 + Penalty 2073.539824 = -55373.758379
  nChanged 159
		SP:Iteration 1F (3460.060000 sec): 3 clusters
  Score: Raw -57667.421775 + Penalty 2073.539824 = -55593.881950
  nChanged 32
		SP:Iteration 2F (3460.060000 sec): 3 clusters
  Score: Raw -57712.969350 + Penalty 2073.539824 = -55639.429525
  nChanged 18
		SP:Iteration 3Q (3460.060000 sec): 3 clusters
  Score: Raw -57745.129654 + Penalty 2073.539824 = -55671.589829
  nChanged 14
		SP:Iteration 4Q (3460.060000 sec): 3 clusters
  Score: Raw -57767.135210 + Penalty 2073.539824 = -55693.595386
  nChanged 9
		SP:Iteration 5Q (3460.060000 sec): 3 clusters
  Score: Raw -57781.131948 + Penalty 2073.539824 = -55707.592123
  nChanged 4
		SP:Iteration 6Q (3460.060000 sec): 3 clusters
  Score: Raw -57783.949163 + Penalty 2073.539824 = -55710.409338
  nChanged 3
		SP:Iteration 7Q (3460.070000 sec): 3 clusters
  Score: Raw -57788.440465 + Penalty 2073.539824 = -55714.900641
  nChanged 2
		SP:Iteration 8Q (3460.070000 sec): 3 clusters
  Score: Raw -57790.597878 + Penalty 2073.539824 = -55717.058054
  nChanged 2
		SP:Iteration 9Q (3460.070000 sec): 3 clusters
  Score: Raw -57792.320387 + Penalty 2073.539824 = -55718.780563
  nChanged 1
		SP:Iteration 10Q (3460.070000 sec): 3 clusters
  Score: Raw -57793.213860 + Penalty 2073.539824 = -55719.674035
  nChanged 0
		SP:Iteration 11F (3460.070000 sec): 3 clusters
  Score: Raw -57793.213860 + Penalty 2073.539824 = -55719.674035
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 93 (2840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3460.080000 sec): 2 clusters
  Score: Raw -271167.124745 + Penalty 1292.128391 = -269874.996353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3460.090000 sec): 3 clusters
  Score: Raw -269845.255815 + Penalty 2584.256783 = -267260.999032
  nChanged 1052
		SP:Iteration 1F (3460.100000 sec): 3 clusters
  Score: Raw -270415.487616 + Penalty 2584.256783 = -267831.230834
  nChanged 209
		SP:Iteration 2F (3460.110000 sec): 3 clusters
  Score: Raw -270530.453612 + Penalty 2584.256783 = -267946.196829
  nChanged 113
		SP:Iteration 3Q (3460.110000 sec): 3 clusters
  Score: Raw -270592.878566 + Penalty 2584.256783 = -268008.621784
  nChanged 87
		SP:Iteration 4Q (3460.120000 sec): 3 clusters
  Score: Raw -270629.388122 + Penalty 2584.256783 = -268045.131339
  nChanged 76
		SP:Iteration 5Q (3460.130000 sec): 3 clusters
  Score: Raw -270665.337877 + Penalty 2584.256783 = -268081.081094
  nChanged 59
		SP:Iteration 6Q (3460.140000 sec): 3 clusters
  Score: Raw -270689.721475 + Penalty 2584.256783 = -268105.464693
  nChanged 42
		SP:Iteration 7Q (3460.140000 sec): 3 clusters
  Score: Raw -270706.148823 + Penalty 2584.256783 = -268121.892040
  nChanged 43
		SP:Iteration 8Q (3460.150000 sec): 3 clusters
  Score: Raw -270723.430026 + Penalty 2584.256783 = -268139.173244
  nChanged 34
		SP:Iteration 9Q (3460.160000 sec): 3 clusters
  Score: Raw -270737.525462 + Penalty 2584.256783 = -268153.268679
  nChanged 21
		SP:Iteration 10Q (3460.160000 sec): 3 clusters
  Score: Raw -270745.992899 + Penalty 2584.256783 = -268161.736117
  nChanged 23
		SP:Iteration 11Q (3460.170000 sec): 3 clusters
  Score: Raw -270755.200685 + Penalty 2584.256783 = -268170.943902
  nChanged 21
		SP:Iteration 12Q (3460.180000 sec): 3 clusters
  Score: Raw -270764.705410 + Penalty 2584.256783 = -268180.448627
  nChanged 16
		SP:Iteration 13Q (3460.180000 sec): 3 clusters
  Score: Raw -270771.997588 + Penalty 2584.256783 = -268187.740805
  nChanged 19
		SP:Iteration 14Q (3460.190000 sec): 3 clusters
  Score: Raw -270779.876654 + Penalty 2584.256783 = -268195.619871
  nChanged 15
		SP:Iteration 15Q (3460.200000 sec): 3 clusters
  Score: Raw -270786.344275 + Penalty 2584.256783 = -268202.087492
  nChanged 12
		SP:Iteration 16Q (3460.210000 sec): 3 clusters
  Score: Raw -270790.068901 + Penalty 2584.256783 = -268205.812118
  nChanged 7
		SP:Iteration 17Q (3460.220000 sec): 3 clusters
  Score: Raw -270791.349270 + Penalty 2584.256783 = -268207.092487
  nChanged 7
		SP:Iteration 18Q (3460.220000 sec): 3 clusters
  Score: Raw -270793.569266 + Penalty 2584.256783 = -268209.312484
  nChanged 5
		SP:Iteration 19Q (3460.230000 sec): 3 clusters
  Score: Raw -270795.465317 + Penalty 2584.256783 = -268211.208534
  nChanged 8
		SP:Iteration 20F (3460.240000 sec): 3 clusters
  Score: Raw -270797.826572 + Penalty 2584.256783 = -268213.569790
  nChanged 6
		SP:Iteration 21Q (3460.240000 sec): 3 clusters
  Score: Raw -270799.161374 + Penalty 2584.256783 = -268214.904591
  nChanged 1
		SP:Iteration 22Q (3460.250000 sec): 3 clusters
  Score: Raw -270799.300490 + Penalty 2584.256783 = -268215.043708
  nChanged 1
		SP:Iteration 23Q (3460.260000 sec): 3 clusters
  Score: Raw -270799.551754 + Penalty 2584.256783 = -268215.294972
  nChanged 1
		SP:Iteration 24Q (3460.260000 sec): 3 clusters
  Score: Raw -270799.788506 + Penalty 2584.256783 = -268215.531723
  nChanged 1
		SP:Iteration 25Q (3460.270000 sec): 3 clusters
  Score: Raw -270799.950699 + Penalty 2584.256783 = -268215.693916
  nChanged 2
		SP:Iteration 26Q (3460.280000 sec): 3 clusters
  Score: Raw -270800.189269 + Penalty 2584.256783 = -268215.932487
  nChanged 1
		SP:Iteration 27Q (3460.290000 sec): 3 clusters
  Score: Raw -270800.361923 + Penalty 2584.256783 = -268216.105140
  nChanged 1
		SP:Iteration 28Q (3460.290000 sec): 3 clusters
  Score: Raw -270800.494727 + Penalty 2584.256783 = -268216.237944
  nChanged 0
		SP:Iteration 29F (3460.300000 sec): 3 clusters
  Score: Raw -270800.494727 + Penalty 2584.256783 = -268216.237944
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 94 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3460.320000 sec): 2 clusters
  Score: Raw -395397.113252 + Penalty 1355.246518 = -394041.866734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3460.330000 sec): 3 clusters
  Score: Raw -393298.674059 + Penalty 2710.493036 = -390588.181023
  nChanged 1638
		SP:Iteration 1F (3460.340000 sec): 3 clusters
  Score: Raw -394198.215636 + Penalty 2710.493036 = -391487.722600
  nChanged 333
		SP:Iteration 2F (3460.350000 sec): 3 clusters
  Score: Raw -394400.858732 + Penalty 2710.493036 = -391690.365696
  nChanged 251
		SP:Iteration 3F (3460.360000 sec): 3 clusters
  Score: Raw -394544.752128 + Penalty 2710.493036 = -391834.259092
  nChanged 197
		SP:Iteration 4Q (3460.370000 sec): 3 clusters
  Score: Raw -394641.291847 + Penalty 2710.493036 = -391930.798811
  nChanged 141
		SP:Iteration 5Q (3460.380000 sec): 3 clusters
  Score: Raw -394710.179972 + Penalty 2710.493036 = -391999.686936
  nChanged 111
		SP:Iteration 6Q (3460.390000 sec): 3 clusters
  Score: Raw -394761.278279 + Penalty 2710.493036 = -392050.785243
  nChanged 112
		SP:Iteration 7Q (3460.400000 sec): 3 clusters
  Score: Raw -394815.680821 + Penalty 2710.493036 = -392105.187785
  nChanged 114
		SP:Iteration 8Q (3460.410000 sec): 3 clusters
  Score: Raw -394878.279344 + Penalty 2710.493036 = -392167.786308
  nChanged 117
		SP:Iteration 9Q (3460.420000 sec): 3 clusters
  Score: Raw -394946.970070 + Penalty 2710.493036 = -392236.477034
  nChanged 109
		SP:Iteration 10Q (3460.430000 sec): 3 clusters
  Score: Raw -395009.089422 + Penalty 2710.493036 = -392298.596386
  nChanged 105
		SP:Iteration 11Q (3460.440000 sec): 3 clusters
  Score: Raw -395067.998427 + Penalty 2710.493036 = -392357.505391
  nChanged 102
		SP:Iteration 12Q (3460.460000 sec): 3 clusters
  Score: Raw -395118.016933 + Penalty 2710.493036 = -392407.523897
  nChanged 86
		SP:Iteration 13Q (3460.460000 sec): 3 clusters
  Score: Raw -395152.800938 + Penalty 2710.493036 = -392442.307902
  nChanged 69
		SP:Iteration 14Q (3460.480000 sec): 3 clusters
  Score: Raw -395180.369346 + Penalty 2710.493036 = -392469.876310
  nChanged 59
		SP:Iteration 15Q (3460.490000 sec): 3 clusters
  Score: Raw -395199.569828 + Penalty 2710.493036 = -392489.076792
  nChanged 40
		SP:Iteration 16Q (3460.500000 sec): 3 clusters
  Score: Raw -395211.379558 + Penalty 2710.493036 = -392500.886522
  nChanged 29
		SP:Iteration 17Q (3460.510000 sec): 3 clusters
  Score: Raw -395220.297763 + Penalty 2710.493036 = -392509.804728
  nChanged 28
		SP:Iteration 18Q (3460.520000 sec): 3 clusters
  Score: Raw -395230.303180 + Penalty 2710.493036 = -392519.810144
  nChanged 27
		SP:Iteration 19Q (3460.530000 sec): 3 clusters
  Score: Raw -395237.398954 + Penalty 2710.493036 = -392526.905919
  nChanged 24
		SP:Iteration 20F (3460.540000 sec): 3 clusters
  Score: Raw -395245.277597 + Penalty 2710.493036 = -392534.784561
  nChanged 30
		SP:Iteration 21Q (3460.550000 sec): 3 clusters
  Score: Raw -395254.281329 + Penalty 2710.493036 = -392543.788294
  nChanged 20
		SP:Iteration 22Q (3460.560000 sec): 3 clusters
  Score: Raw -395260.971856 + Penalty 2710.493036 = -392550.478820
  nChanged 12
		SP:Iteration 23Q (3460.570000 sec): 3 clusters
  Score: Raw -395263.722285 + Penalty 2710.493036 = -392553.229249
  nChanged 12
		SP:Iteration 24Q (3460.580000 sec): 3 clusters
  Score: Raw -395266.993262 + Penalty 2710.493036 = -392556.500226
  nChanged 15
		SP:Iteration 25Q (3460.590000 sec): 3 clusters
  Score: Raw -395270.415504 + Penalty 2710.493036 = -392559.922468
  nChanged 17
		SP:Iteration 26Q (3460.600000 sec): 3 clusters
  Score: Raw -395275.330826 + Penalty 2710.493036 = -392564.837790
  nChanged 13
		SP:Iteration 27Q (3460.610000 sec): 3 clusters
  Score: Raw -395279.782486 + Penalty 2710.493036 = -392569.289450
  nChanged 10
		SP:Iteration 28Q (3460.620000 sec): 3 clusters
  Score: Raw -395282.797222 + Penalty 2710.493036 = -392572.304186
  nChanged 11
		SP:Iteration 29Q (3460.630000 sec): 3 clusters
  Score: Raw -395285.593175 + Penalty 2710.493036 = -392575.100139
  nChanged 7
		SP:Iteration 30Q (3460.640000 sec): 3 clusters
  Score: Raw -395286.874663 + Penalty 2710.493036 = -392576.381627
  nChanged 5
		SP:Iteration 31Q (3460.650000 sec): 3 clusters
  Score: Raw -395288.431555 + Penalty 2710.493036 = -392577.938519
  nChanged 7
		SP:Iteration 32Q (3460.660000 sec): 3 clusters
  Score: Raw -395290.010982 + Penalty 2710.493036 = -392579.517946
  nChanged 5
		SP:Iteration 33Q (3460.670000 sec): 3 clusters
  Score: Raw -395291.069814 + Penalty 2710.493036 = -392580.576778
  nChanged 11
		SP:Iteration 34Q (3460.680000 sec): 3 clusters
  Score: Raw -395294.346497 + Penalty 2710.493036 = -392583.853461
  nChanged 19
		SP:Iteration 35Q (3460.690000 sec): 3 clusters
  Score: Raw -395299.268763 + Penalty 2710.493036 = -392588.775727
  nChanged 15
		SP:Iteration 36Q (3460.700000 sec): 3 clusters
  Score: Raw -395303.404420 + Penalty 2710.493036 = -392592.911384
  nChanged 9
		SP:Iteration 37Q (3460.720000 sec): 3 clusters
  Score: Raw -395306.285461 + Penalty 2710.493036 = -392595.792426
  nChanged 11
		SP:Iteration 38Q (3460.720000 sec): 3 clusters
  Score: Raw -395309.249977 + Penalty 2710.493036 = -392598.756941
  nChanged 15
		SP:Iteration 39Q (3460.740000 sec): 3 clusters
  Score: Raw -395313.477735 + Penalty 2710.493036 = -392602.984699
  nChanged 14
		SP:Iteration 40F (3460.740000 sec): 3 clusters
  Score: Raw -395316.580530 + Penalty 2710.493036 = -392606.087494
  nChanged 13
		SP:Iteration 41Q (3460.760000 sec): 3 clusters
  Score: Raw -395320.020018 + Penalty 2710.493036 = -392609.526982
  nChanged 16
		SP:Iteration 42Q (3460.770000 sec): 3 clusters
  Score: Raw -395324.528114 + Penalty 2710.493036 = -392614.035078
  nChanged 14
		SP:Iteration 43Q (3460.780000 sec): 3 clusters
  Score: Raw -395329.483096 + Penalty 2710.493036 = -392618.990060
  nChanged 15
		SP:Iteration 44Q (3460.790000 sec): 3 clusters
  Score: Raw -395335.202724 + Penalty 2710.493036 = -392624.709688
  nChanged 14
		SP:Iteration 45Q (3460.800000 sec): 3 clusters
  Score: Raw -395339.621227 + Penalty 2710.493036 = -392629.128191
  nChanged 12
		SP:Iteration 46Q (3460.810000 sec): 3 clusters
  Score: Raw -395342.375932 + Penalty 2710.493036 = -392631.882896
  nChanged 3
		SP:Iteration 47Q (3460.820000 sec): 3 clusters
  Score: Raw -395343.317616 + Penalty 2710.493036 = -392632.824580
  nChanged 5
		SP:Iteration 48Q (3460.830000 sec): 3 clusters
  Score: Raw -395344.467789 + Penalty 2710.493036 = -392633.974753
  nChanged 5
		SP:Iteration 49Q (3460.840000 sec): 3 clusters
  Score: Raw -395346.052737 + Penalty 2710.493036 = -392635.559701
  nChanged 6
		SP:Iteration 50Q (3460.850000 sec): 3 clusters
  Score: Raw -395346.696658 + Penalty 2710.493036 = -392636.203622
  nChanged 0
		SP:Iteration 51F (3460.860000 sec): 3 clusters
  Score: Raw -395346.696658 + Penalty 2710.493036 = -392636.203622
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 95 (2165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3460.870000 sec): 2 clusters
  Score: Raw -203073.929673 + Penalty 1248.028542 = -201825.901132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3460.880000 sec): 3 clusters
  Score: Raw -202125.484514 + Penalty 2496.057083 = -199629.427431
  nChanged 765
		SP:Iteration 1F (3460.880000 sec): 3 clusters
  Score: Raw -202647.304207 + Penalty 2496.057083 = -200151.247124
  nChanged 201
		SP:Iteration 2F (3460.890000 sec): 3 clusters
  Score: Raw -202839.110466 + Penalty 2496.057083 = -200343.053383
  nChanged 150
		SP:Iteration 3F (3460.890000 sec): 3 clusters
  Score: Raw -203000.113040 + Penalty 2496.057083 = -200504.055957
  nChanged 148
		SP:Iteration 4F (3460.900000 sec): 3 clusters
  Score: Raw -203159.623201 + Penalty 2496.057083 = -200663.566117
  nChanged 124
		SP:Iteration 5F (3460.900000 sec): 3 clusters
  Score: Raw -203294.241939 + Penalty 2496.057083 = -200798.184856
  nChanged 99
		SP:Iteration 6Q (3460.910000 sec): 3 clusters
  Score: Raw -203400.445721 + Penalty 2496.057083 = -200904.388638
  nChanged 65
		SP:Iteration 7Q (3460.920000 sec): 3 clusters
  Score: Raw -203452.174793 + Penalty 2496.057083 = -200956.117710
  nChanged 44
		SP:Iteration 8Q (3460.920000 sec): 3 clusters
  Score: Raw -203481.544049 + Penalty 2496.057083 = -200985.486966
  nChanged 22
		SP:Iteration 9Q (3460.920000 sec): 3 clusters
  Score: Raw -203495.604902 + Penalty 2496.057083 = -200999.547819
  nChanged 17
		SP:Iteration 10Q (3460.930000 sec): 3 clusters
  Score: Raw -203508.818506 + Penalty 2496.057083 = -201012.761423
  nChanged 13
		SP:Iteration 11Q (3460.940000 sec): 3 clusters
  Score: Raw -203515.703484 + Penalty 2496.057083 = -201019.646400
  nChanged 4
		SP:Iteration 12Q (3460.940000 sec): 3 clusters
  Score: Raw -203517.458191 + Penalty 2496.057083 = -201021.401108
  nChanged 3
		SP:Iteration 13Q (3460.950000 sec): 3 clusters
  Score: Raw -203518.803546 + Penalty 2496.057083 = -201022.746463
  nChanged 1
		SP:Iteration 14Q (3460.950000 sec): 3 clusters
  Score: Raw -203519.416138 + Penalty 2496.057083 = -201023.359055
  nChanged 0
		SP:Iteration 15F (3460.960000 sec): 3 clusters
  Score: Raw -203519.416138 + Penalty 2496.057083 = -201023.359055
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 96 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3460.960000 sec): 2 clusters
  Score: Raw -20417.513731 + Penalty 889.243984 = -19528.269747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3460.960000 sec): 3 clusters
  Score: Raw -20541.557696 + Penalty 1778.487969 = -18763.069727
  nChanged 31
		SP:Iteration 1F (3460.960000 sec): 3 clusters
  Score: Raw -20617.978131 + Penalty 1778.487969 = -18839.490162
  nChanged 7
		SP:Iteration 2Q (3460.960000 sec): 3 clusters
  Score: Raw -20655.980068 + Penalty 1778.487969 = -18877.492099
  nChanged 4
		SP:Iteration 3Q (3460.970000 sec): 3 clusters
  Score: Raw -20686.668067 + Penalty 1778.487969 = -18908.180098
  nChanged 2
		SP:Iteration 4Q (3460.970000 sec): 3 clusters
  Score: Raw -20689.541774 + Penalty 1778.487969 = -18911.053805
  nChanged 1
		SP:Iteration 5Q (3460.970000 sec): 3 clusters
  Score: Raw -20692.376456 + Penalty 1778.487969 = -18913.888487
  nChanged 2
		SP:Iteration 6Q (3460.970000 sec): 3 clusters
  Score: Raw -20695.874199 + Penalty 1778.487969 = -18917.386230
  nChanged 3
		SP:Iteration 7Q (3460.970000 sec): 3 clusters
  Score: Raw -20700.853409 + Penalty 1778.487969 = -18922.365440
  nChanged 3
		SP:Iteration 8Q (3460.970000 sec): 3 clusters
  Score: Raw -20705.856411 + Penalty 1778.487969 = -18927.368442
  nChanged 4
		SP:Iteration 9Q (3460.970000 sec): 3 clusters
  Score: Raw -20716.800355 + Penalty 1778.487969 = -18938.312386
  nChanged 5
		SP:Iteration 10Q (3460.970000 sec): 3 clusters
  Score: Raw -20737.713368 + Penalty 1778.487969 = -18959.225399
  nChanged 5
		SP:Iteration 11Q (3460.970000 sec): 3 clusters
  Score: Raw -20751.110314 + Penalty 1778.487969 = -18972.622345
  nChanged 1
		SP:Iteration 12Q (3460.970000 sec): 3 clusters
  Score: Raw -20752.454448 + Penalty 1778.487969 = -18973.966479
  nChanged 0
		SP:Iteration 13F (3460.970000 sec): 3 clusters
  Score: Raw -20752.454448 + Penalty 1778.487969 = -18973.966479
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 97 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3460.980000 sec): 2 clusters
  Score: Raw -67630.486978 + Penalty 1055.725936 = -66574.761042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3460.980000 sec): 3 clusters
  Score: Raw -67465.534432 + Penalty 2111.451872 = -65354.082560
  nChanged 173
		SP:Iteration 1F (3460.980000 sec): 3 clusters
  Score: Raw -67651.937307 + Penalty 2111.451872 = -65540.485435
  nChanged 41
		SP:Iteration 2F (3460.980000 sec): 3 clusters
  Score: Raw -67720.045647 + Penalty 2111.451872 = -65608.593775
  nChanged 23
		SP:Iteration 3Q (3460.980000 sec): 3 clusters
  Score: Raw -67752.717237 + Penalty 2111.451872 = -65641.265365
  nChanged 18
		SP:Iteration 4Q (3460.990000 sec): 3 clusters
  Score: Raw -67774.563091 + Penalty 2111.451872 = -65663.111219
  nChanged 9
		SP:Iteration 5Q (3460.990000 sec): 3 clusters
  Score: Raw -67789.708359 + Penalty 2111.451872 = -65678.256488
  nChanged 6
		SP:Iteration 6Q (3460.990000 sec): 3 clusters
  Score: Raw -67799.894980 + Penalty 2111.451872 = -65688.443109
  nChanged 6
		SP:Iteration 7Q (3460.990000 sec): 3 clusters
  Score: Raw -67809.975259 + Penalty 2111.451872 = -65698.523387
  nChanged 7
		SP:Iteration 8Q (3460.990000 sec): 3 clusters
  Score: Raw -67822.162599 + Penalty 2111.451872 = -65710.710727
  nChanged 10
		SP:Iteration 9Q (3461.000000 sec): 3 clusters
  Score: Raw -67844.343082 + Penalty 2111.451872 = -65732.891210
  nChanged 10
		SP:Iteration 10Q (3461.000000 sec): 3 clusters
  Score: Raw -67869.794708 + Penalty 2111.451872 = -65758.342837
  nChanged 10
		SP:Iteration 11Q (3461.000000 sec): 3 clusters
  Score: Raw -67893.959422 + Penalty 2111.451872 = -65782.507550
  nChanged 10
		SP:Iteration 12Q (3461.000000 sec): 3 clusters
  Score: Raw -67911.745366 + Penalty 2111.451872 = -65800.293495
  nChanged 9
		SP:Iteration 13Q (3461.000000 sec): 3 clusters
  Score: Raw -67930.492436 + Penalty 2111.451872 = -65819.040564
  nChanged 9
		SP:Iteration 14Q (3461.000000 sec): 3 clusters
  Score: Raw -67946.474389 + Penalty 2111.451872 = -65835.022517
  nChanged 6
		SP:Iteration 15Q (3461.000000 sec): 3 clusters
  Score: Raw -67963.760018 + Penalty 2111.451872 = -65852.308146
  nChanged 8
		SP:Iteration 16Q (3461.000000 sec): 3 clusters
  Score: Raw -67971.464536 + Penalty 2111.451872 = -65860.012665
  nChanged 3
		SP:Iteration 17Q (3461.010000 sec): 3 clusters
  Score: Raw -67976.883432 + Penalty 2111.451872 = -65865.431561
  nChanged 5
		SP:Iteration 18Q (3461.010000 sec): 3 clusters
  Score: Raw -67985.467555 + Penalty 2111.451872 = -65874.015683
  nChanged 2
		SP:Iteration 19Q (3461.010000 sec): 3 clusters
  Score: Raw -67986.829259 + Penalty 2111.451872 = -65875.377388
  nChanged 1
		SP:Iteration 20F (3461.010000 sec): 3 clusters
  Score: Raw -67988.414359 + Penalty 2111.451872 = -65876.962487
  nChanged 2
		SP:Iteration 21Q (3461.010000 sec): 3 clusters
  Score: Raw -67998.937291 + Penalty 2111.451872 = -65887.485419
  nChanged 4
		SP:Iteration 22Q (3461.020000 sec): 3 clusters
  Score: Raw -68004.531742 + Penalty 2111.451872 = -65893.079870
  nChanged 2
		SP:Iteration 23Q (3461.020000 sec): 3 clusters
  Score: Raw -68006.753239 + Penalty 2111.451872 = -65895.301367
  nChanged 2
		SP:Iteration 24Q (3461.020000 sec): 3 clusters
  Score: Raw -68009.805290 + Penalty 2111.451872 = -65898.353419
  nChanged 3
		SP:Iteration 25Q (3461.020000 sec): 3 clusters
  Score: Raw -68013.650961 + Penalty 2111.451872 = -65902.199089
  nChanged 0
		SP:Iteration 26F (3461.020000 sec): 3 clusters
  Score: Raw -68013.650961 + Penalty 2111.451872 = -65902.199089
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 98 (854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3461.030000 sec): 2 clusters
  Score: Raw -80638.342506 + Penalty 1096.863819 = -79541.478687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3461.030000 sec): 3 clusters
  Score: Raw -80405.240099 + Penalty 2193.727638 = -78211.512461
  nChanged 249
		SP:Iteration 1F (3461.030000 sec): 3 clusters
  Score: Raw -80660.768669 + Penalty 2193.727638 = -78467.041031
  nChanged 66
		SP:Iteration 2F (3461.040000 sec): 3 clusters
  Score: Raw -80748.304000 + Penalty 2193.727638 = -78554.576362
  nChanged 32
		SP:Iteration 3Q (3461.040000 sec): 3 clusters
  Score: Raw -80792.003881 + Penalty 2193.727638 = -78598.276243
  nChanged 14
		SP:Iteration 4Q (3461.040000 sec): 3 clusters
  Score: Raw -80807.715803 + Penalty 2193.727638 = -78613.988165
  nChanged 9
		SP:Iteration 5Q (3461.040000 sec): 3 clusters
  Score: Raw -80815.204661 + Penalty 2193.727638 = -78621.477023
  nChanged 5
		SP:Iteration 6Q (3461.040000 sec): 3 clusters
  Score: Raw -80819.441674 + Penalty 2193.727638 = -78625.714036
  nChanged 3
		SP:Iteration 7Q (3461.040000 sec): 3 clusters
  Score: Raw -80822.891922 + Penalty 2193.727638 = -78629.164284
  nChanged 4
		SP:Iteration 8Q (3461.050000 sec): 3 clusters
  Score: Raw -80828.073714 + Penalty 2193.727638 = -78634.346076
  nChanged 4
		SP:Iteration 9Q (3461.050000 sec): 3 clusters
  Score: Raw -80830.511315 + Penalty 2193.727638 = -78636.783677
  nChanged 4
		SP:Iteration 10Q (3461.050000 sec): 3 clusters
  Score: Raw -80833.731099 + Penalty 2193.727638 = -78640.003461
  nChanged 5
		SP:Iteration 11Q (3461.060000 sec): 3 clusters
  Score: Raw -80845.954744 + Penalty 2193.727638 = -78652.227106
  nChanged 5
		SP:Iteration 12Q (3461.060000 sec): 3 clusters
  Score: Raw -80854.958419 + Penalty 2193.727638 = -78661.230781
  nChanged 8
		SP:Iteration 13Q (3461.060000 sec): 3 clusters
  Score: Raw -80864.209380 + Penalty 2193.727638 = -78670.481742
  nChanged 6
		SP:Iteration 14Q (3461.060000 sec): 3 clusters
  Score: Raw -80874.042390 + Penalty 2193.727638 = -78680.314752
  nChanged 4
		SP:Iteration 15Q (3461.060000 sec): 3 clusters
  Score: Raw -80877.054728 + Penalty 2193.727638 = -78683.327090
  nChanged 5
		SP:Iteration 16Q (3461.060000 sec): 3 clusters
  Score: Raw -80884.767525 + Penalty 2193.727638 = -78691.039887
  nChanged 6
		SP:Iteration 17Q (3461.070000 sec): 3 clusters
  Score: Raw -80891.796324 + Penalty 2193.727638 = -78698.068686
  nChanged 4
		SP:Iteration 18Q (3461.070000 sec): 3 clusters
  Score: Raw -80894.341397 + Penalty 2193.727638 = -78700.613759
  nChanged 4
		SP:Iteration 19Q (3461.070000 sec): 3 clusters
  Score: Raw -80898.950965 + Penalty 2193.727638 = -78705.223327
  nChanged 2
		SP:Iteration 20F (3461.070000 sec): 3 clusters
  Score: Raw -80901.018148 + Penalty 2193.727638 = -78707.290510
  nChanged 3
		SP:Iteration 21Q (3461.080000 sec): 3 clusters
  Score: Raw -80904.492383 + Penalty 2193.727638 = -78710.764745
  nChanged 1
		SP:Iteration 22Q (3461.080000 sec): 3 clusters
  Score: Raw -80905.335936 + Penalty 2193.727638 = -78711.608298
  nChanged 1
		SP:Iteration 23Q (3461.080000 sec): 3 clusters
  Score: Raw -80905.914107 + Penalty 2193.727638 = -78712.186469
  nChanged 1
		SP:Iteration 24Q (3461.080000 sec): 3 clusters
  Score: Raw -80906.515150 + Penalty 2193.727638 = -78712.787512
  nChanged 2
		SP:Iteration 25Q (3461.080000 sec): 3 clusters
  Score: Raw -80908.338654 + Penalty 2193.727638 = -78714.611016
  nChanged 2
		SP:Iteration 26Q (3461.080000 sec): 3 clusters
  Score: Raw -80910.306777 + Penalty 2193.727638 = -78716.579139
  nChanged 1
		SP:Iteration 27Q (3461.090000 sec): 3 clusters
  Score: Raw -80910.693512 + Penalty 2193.727638 = -78716.965874
  nChanged 0
		SP:Iteration 28F (3461.090000 sec): 3 clusters
  Score: Raw -80910.693512 + Penalty 2193.727638 = -78716.965874
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 99 (20859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3461.160000 sec): 2 clusters
  Score: Raw -1986334.657170 + Penalty 1616.150378 = -1984718.506792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3461.220000 sec): 3 clusters
  Score: Raw -1973803.019624 + Penalty 3232.300756 = -1970570.718867
  nChanged 9389
		SP:Iteration 1F (3461.280000 sec): 3 clusters
  Score: Raw -1978900.709684 + Penalty 3232.300756 = -1975668.408927
  nChanged 1074
		SP:Iteration 2F (3461.330000 sec): 3 clusters
  Score: Raw -1979328.554424 + Penalty 3232.300756 = -1976096.253667
  nChanged 1065
		SP:Iteration 3F (3461.390000 sec): 3 clusters
  Score: Raw -1979789.102043 + Penalty 3232.300756 = -1976556.801286
  nChanged 1076
		SP:Iteration 4F (3461.440000 sec): 3 clusters
  Score: Raw -1980288.700588 + Penalty 3232.300756 = -1977056.399831
  nChanged 1039
		SP:Iteration 5Q (3461.500000 sec): 3 clusters
  Score: Raw -1980829.826627 + Penalty 3232.300756 = -1977597.525870
  nChanged 1130
		SP:Iteration 6F (3461.560000 sec): 3 clusters
  Score: Raw -1981455.415016 + Penalty 3232.300756 = -1978223.114259
  nChanged 1109
		SP:Iteration 7F (3461.620000 sec): 3 clusters
  Score: Raw -1982123.900591 + Penalty 3232.300756 = -1978891.599834
  nChanged 1077
		SP:Iteration 8F (3461.670000 sec): 3 clusters
  Score: Raw -1982826.761279 + Penalty 3232.300756 = -1979594.460523
  nChanged 1022
		SP:Iteration 9Q (3461.730000 sec): 3 clusters
  Score: Raw -1983548.886014 + Penalty 3232.300756 = -1980316.585258
  nChanged 953
		SP:Iteration 10Q (3461.780000 sec): 3 clusters
  Score: Raw -1984182.980617 + Penalty 3232.300756 = -1980950.679860
  nChanged 825
		SP:Iteration 11Q (3461.840000 sec): 3 clusters
  Score: Raw -1984773.494036 + Penalty 3232.300756 = -1981541.193279
  nChanged 731
		SP:Iteration 12Q (3461.900000 sec): 3 clusters
  Score: Raw -1985289.385133 + Penalty 3232.300756 = -1982057.084376
  nChanged 623
		SP:Iteration 13Q (3461.950000 sec): 3 clusters
  Score: Raw -1985696.156953 + Penalty 3232.300756 = -1982463.856196
  nChanged 508
		SP:Iteration 14Q (3462.000000 sec): 3 clusters
  Score: Raw -1985982.686319 + Penalty 3232.300756 = -1982750.385562
  nChanged 398
		SP:Iteration 15Q (3462.050000 sec): 3 clusters
  Score: Raw -1986202.445630 + Penalty 3232.300756 = -1982970.144874
  nChanged 325
		SP:Iteration 16Q (3462.100000 sec): 3 clusters
  Score: Raw -1986393.565399 + Penalty 3232.300756 = -1983161.264643
  nChanged 313
		SP:Iteration 17Q (3462.150000 sec): 3 clusters
  Score: Raw -1986548.528079 + Penalty 3232.300756 = -1983316.227323
  nChanged 215
		SP:Iteration 18Q (3462.200000 sec): 3 clusters
  Score: Raw -1986651.741572 + Penalty 3232.300756 = -1983419.440815
  nChanged 201
		SP:Iteration 19Q (3462.250000 sec): 3 clusters
  Score: Raw -1986762.288093 + Penalty 3232.300756 = -1983529.987337
  nChanged 195
		SP:Iteration 20F (3462.300000 sec): 3 clusters
  Score: Raw -1986883.911504 + Penalty 3232.300756 = -1983651.610748
  nChanged 198
		SP:Iteration 21Q (3462.350000 sec): 3 clusters
  Score: Raw -1987006.579412 + Penalty 3232.300756 = -1983774.278655
  nChanged 192
		SP:Iteration 22Q (3462.390000 sec): 3 clusters
  Score: Raw -1987129.433795 + Penalty 3232.300756 = -1983897.133039
  nChanged 171
		SP:Iteration 23Q (3462.440000 sec): 3 clusters
  Score: Raw -1987218.617236 + Penalty 3232.300756 = -1983986.316479
  nChanged 131
		SP:Iteration 24Q (3462.490000 sec): 3 clusters
  Score: Raw -1987285.878512 + Penalty 3232.300756 = -1984053.577755
  nChanged 113
		SP:Iteration 25Q (3462.530000 sec): 3 clusters
  Score: Raw -1987340.050245 + Penalty 3232.300756 = -1984107.749488
  nChanged 94
		SP:Iteration 26Q (3462.580000 sec): 3 clusters
  Score: Raw -1987381.175185 + Penalty 3232.300756 = -1984148.874428
  nChanged 81
		SP:Iteration 27Q (3462.630000 sec): 3 clusters
  Score: Raw -1987413.197592 + Penalty 3232.300756 = -1984180.896835
  nChanged 60
		SP:Iteration 28Q (3462.670000 sec): 3 clusters
  Score: Raw -1987433.823610 + Penalty 3232.300756 = -1984201.522854
  nChanged 63
		SP:Iteration 29Q (3462.720000 sec): 3 clusters
  Score: Raw -1987454.570160 + Penalty 3232.300756 = -1984222.269403
  nChanged 47
		SP:Iteration 30Q (3462.760000 sec): 3 clusters
  Score: Raw -1987470.585747 + Penalty 3232.300756 = -1984238.284991
  nChanged 44
		SP:Iteration 31Q (3462.810000 sec): 3 clusters
  Score: Raw -1987484.182673 + Penalty 3232.300756 = -1984251.881917
  nChanged 30
		SP:Iteration 32Q (3462.850000 sec): 3 clusters
  Score: Raw -1987492.610450 + Penalty 3232.300756 = -1984260.309694
  nChanged 28
		SP:Iteration 33Q (3462.900000 sec): 3 clusters
  Score: Raw -1987501.816601 + Penalty 3232.300756 = -1984269.515844
  nChanged 26
		SP:Iteration 34Q (3462.940000 sec): 3 clusters
  Score: Raw -1987507.668950 + Penalty 3232.300756 = -1984275.368194
  nChanged 19
		SP:Iteration 35Q (3462.990000 sec): 3 clusters
  Score: Raw -1987512.281907 + Penalty 3232.300756 = -1984279.981150
  nChanged 11
		SP:Iteration 36Q (3463.030000 sec): 3 clusters
  Score: Raw -1987514.846058 + Penalty 3232.300756 = -1984282.545302
  nChanged 10
		SP:Iteration 37Q (3463.080000 sec): 3 clusters
  Score: Raw -1987516.657448 + Penalty 3232.300756 = -1984284.356692
  nChanged 9
		SP:Iteration 38Q (3463.120000 sec): 3 clusters
  Score: Raw -1987519.099307 + Penalty 3232.300756 = -1984286.798551
  nChanged 8
		SP:Iteration 39Q (3463.170000 sec): 3 clusters
  Score: Raw -1987520.690705 + Penalty 3232.300756 = -1984288.389948
  nChanged 12
		SP:Iteration 40F (3463.230000 sec): 3 clusters
  Score: Raw -1987523.430458 + Penalty 3232.300756 = -1984291.129702
  nChanged 8
		SP:Iteration 41Q (3463.270000 sec): 3 clusters
  Score: Raw -1987525.982767 + Penalty 3232.300756 = -1984293.682010
  nChanged 9
		SP:Iteration 42Q (3463.320000 sec): 3 clusters
  Score: Raw -1987527.584376 + Penalty 3232.300756 = -1984295.283620
  nChanged 7
		SP:Iteration 43Q (3463.360000 sec): 3 clusters
  Score: Raw -1987529.411342 + Penalty 3232.300756 = -1984297.110585
  nChanged 9
		SP:Iteration 44Q (3463.410000 sec): 3 clusters
  Score: Raw -1987530.583778 + Penalty 3232.300756 = -1984298.283021
  nChanged 1
		SP:Iteration 45Q (3463.460000 sec): 3 clusters
  Score: Raw -1987530.712041 + Penalty 3232.300756 = -1984298.411285
  nChanged 1
		SP:Iteration 46Q (3463.510000 sec): 3 clusters
  Score: Raw -1987530.803172 + Penalty 3232.300756 = -1984298.502416
  nChanged 2
		SP:Iteration 47Q (3463.550000 sec): 3 clusters
  Score: Raw -1987531.189545 + Penalty 3232.300756 = -1984298.888789
  nChanged 1
		SP:Iteration 48Q (3463.590000 sec): 3 clusters
  Score: Raw -1987531.307347 + Penalty 3232.300756 = -1984299.006591
  nChanged 1
		SP:Iteration 49Q (3463.640000 sec): 3 clusters
  Score: Raw -1987531.500345 + Penalty 3232.300756 = -1984299.199588
  nChanged 0
		SP:Iteration 50F (3463.700000 sec): 3 clusters
  Score: Raw -1987531.500345 + Penalty 3232.300756 = -1984299.199588
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 100 (1375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.720000 sec): 2 clusters
  Score: Raw -125812.643458 + Penalty 1174.258964 = -124638.384494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.720000 sec): 3 clusters
  Score: Raw -125345.811823 + Penalty 2348.517928 = -122997.293895
  nChanged 402
		SP:Iteration 1F (3463.730000 sec): 3 clusters
  Score: Raw -125666.238749 + Penalty 2348.517928 = -123317.720820
  nChanged 125
		SP:Iteration 2F (3463.730000 sec): 3 clusters
  Score: Raw -125806.226800 + Penalty 2348.517928 = -123457.708871
  nChanged 74
		SP:Iteration 3F (3463.730000 sec): 3 clusters
  Score: Raw -125880.341521 + Penalty 2348.517928 = -123531.823593
  nChanged 57
		SP:Iteration 4Q (3463.740000 sec): 3 clusters
  Score: Raw -125933.117387 + Penalty 2348.517928 = -123584.599458
  nChanged 40
		SP:Iteration 5Q (3463.740000 sec): 3 clusters
  Score: Raw -125967.059084 + Penalty 2348.517928 = -123618.541156
  nChanged 30
		SP:Iteration 6Q (3463.740000 sec): 3 clusters
  Score: Raw -126000.281491 + Penalty 2348.517928 = -123651.763562
  nChanged 15
		SP:Iteration 7Q (3463.750000 sec): 3 clusters
  Score: Raw -126014.400885 + Penalty 2348.517928 = -123665.882957
  nChanged 10
		SP:Iteration 8Q (3463.750000 sec): 3 clusters
  Score: Raw -126023.656730 + Penalty 2348.517928 = -123675.138802
  nChanged 12
		SP:Iteration 9Q (3463.750000 sec): 3 clusters
  Score: Raw -126032.551311 + Penalty 2348.517928 = -123684.033383
  nChanged 10
		SP:Iteration 10Q (3463.760000 sec): 3 clusters
  Score: Raw -126040.952713 + Penalty 2348.517928 = -123692.434785
  nChanged 9
		SP:Iteration 11Q (3463.760000 sec): 3 clusters
  Score: Raw -126048.016309 + Penalty 2348.517928 = -123699.498381
  nChanged 6
		SP:Iteration 12Q (3463.770000 sec): 3 clusters
  Score: Raw -126052.038713 + Penalty 2348.517928 = -123703.520785
  nChanged 4
		SP:Iteration 13Q (3463.770000 sec): 3 clusters
  Score: Raw -126054.901202 + Penalty 2348.517928 = -123706.383274
  nChanged 3
		SP:Iteration 14Q (3463.770000 sec): 3 clusters
  Score: Raw -126055.564378 + Penalty 2348.517928 = -123707.046450
  nChanged 1
		SP:Iteration 15Q (3463.770000 sec): 3 clusters
  Score: Raw -126056.038503 + Penalty 2348.517928 = -123707.520575
  nChanged 0
		SP:Iteration 16F (3463.780000 sec): 3 clusters
  Score: Raw -126056.038503 + Penalty 2348.517928 = -123707.520575
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 101 (3231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.790000 sec): 2 clusters
  Score: Raw -254507.205805 + Penalty 1313.088882 = -253194.116923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.800000 sec): 3 clusters
  Score: Raw -252983.211662 + Penalty 2626.177764 = -250357.033898
  nChanged 1268
		SP:Iteration 1F (3463.810000 sec): 3 clusters
  Score: Raw -254013.324636 + Penalty 2626.177764 = -251387.146872
  nChanged 342
		SP:Iteration 2F (3463.810000 sec): 3 clusters
  Score: Raw -254424.493082 + Penalty 2626.177764 = -251798.315319
  nChanged 281
		SP:Iteration 3F (3463.820000 sec): 3 clusters
  Score: Raw -254759.167127 + Penalty 2626.177764 = -252132.989363
  nChanged 208
		SP:Iteration 4F (3463.830000 sec): 3 clusters
  Score: Raw -254945.166596 + Penalty 2626.177764 = -252318.988832
  nChanged 151
		SP:Iteration 5Q (3463.840000 sec): 3 clusters
  Score: Raw -255085.263556 + Penalty 2626.177764 = -252459.085792
  nChanged 112
		SP:Iteration 6Q (3463.850000 sec): 3 clusters
  Score: Raw -255197.241864 + Penalty 2626.177764 = -252571.064100
  nChanged 97
		SP:Iteration 7Q (3463.850000 sec): 3 clusters
  Score: Raw -255264.024678 + Penalty 2626.177764 = -252637.846914
  nChanged 65
		SP:Iteration 8Q (3463.860000 sec): 3 clusters
  Score: Raw -255314.012004 + Penalty 2626.177764 = -252687.834240
  nChanged 63
		SP:Iteration 9Q (3463.870000 sec): 3 clusters
  Score: Raw -255352.617631 + Penalty 2626.177764 = -252726.439867
  nChanged 53
		SP:Iteration 10Q (3463.880000 sec): 3 clusters
  Score: Raw -255378.496619 + Penalty 2626.177764 = -252752.318855
  nChanged 44
		SP:Iteration 11Q (3463.890000 sec): 3 clusters
  Score: Raw -255398.114482 + Penalty 2626.177764 = -252771.936718
  nChanged 37
		SP:Iteration 12Q (3463.890000 sec): 3 clusters
  Score: Raw -255416.315429 + Penalty 2626.177764 = -252790.137665
  nChanged 25
		SP:Iteration 13Q (3463.900000 sec): 3 clusters
  Score: Raw -255427.074595 + Penalty 2626.177764 = -252800.896831
  nChanged 17
		SP:Iteration 14Q (3463.910000 sec): 3 clusters
  Score: Raw -255432.067061 + Penalty 2626.177764 = -252805.889298
  nChanged 12
		SP:Iteration 15Q (3463.920000 sec): 3 clusters
  Score: Raw -255435.370393 + Penalty 2626.177764 = -252809.192629
  nChanged 8
		SP:Iteration 16Q (3463.930000 sec): 3 clusters
  Score: Raw -255438.329862 + Penalty 2626.177764 = -252812.152098
  nChanged 8
		SP:Iteration 17Q (3463.930000 sec): 3 clusters
  Score: Raw -255440.740185 + Penalty 2626.177764 = -252814.562421
  nChanged 7
		SP:Iteration 18Q (3463.940000 sec): 3 clusters
  Score: Raw -255443.120383 + Penalty 2626.177764 = -252816.942619
  nChanged 6
		SP:Iteration 19Q (3463.950000 sec): 3 clusters
  Score: Raw -255444.668559 + Penalty 2626.177764 = -252818.490795
  nChanged 5
		SP:Iteration 20F (3463.960000 sec): 3 clusters
  Score: Raw -255446.380613 + Penalty 2626.177764 = -252820.202849
  nChanged 2
		SP:Iteration 21Q (3463.970000 sec): 3 clusters
  Score: Raw -255446.777600 + Penalty 2626.177764 = -252820.599836
  nChanged 1
		SP:Iteration 22Q (3463.970000 sec): 3 clusters
  Score: Raw -255446.882689 + Penalty 2626.177764 = -252820.704925
  nChanged 0
		SP:Iteration 23F (3463.980000 sec): 3 clusters
  Score: Raw -255446.882689 + Penalty 2626.177764 = -252820.704925
  nChanged 0
Iteration 259Q (3471.350000 sec): 102 clusters
  Score: Raw -92203795.680365 + Penalty 226020.217777 = -91977775.462588
  nChanged 27
Iteration 260F (3555.650000 sec): 102 clusters
  Score: Raw -92203797.952562 + Penalty 226020.217777 = -91977777.734785
  nChanged 34
Iteration 261Q (3562.970000 sec): 102 clusters
  Score: Raw -92203801.976339 + Penalty 226020.217777 = -91977781.758561
  nChanged 38
Iteration 262Q (3570.740000 sec): 102 clusters
  Score: Raw -92203807.003038 + Penalty 226020.217777 = -91977786.785261
  nChanged 30
Iteration 263Q (3578.980000 sec): 102 clusters
  Score: Raw -92203811.479716 + Penalty 226020.217777 = -91977791.261938
  nChanged 25
Iteration 264Q (3587.200000 sec): 102 clusters
  Score: Raw -92203813.386702 + Penalty 226020.217777 = -91977793.168925
  nChanged 18
Iteration 265Q (3595.400000 sec): 102 clusters
  Score: Raw -92203815.631398 + Penalty 226020.217777 = -91977795.413621
  nChanged 10
Iteration 266Q (3603.620000 sec): 102 clusters
  Score: Raw -92203816.489273 + Penalty 226020.217777 = -91977796.271496
  nChanged 13
Iteration 267Q (3611.830000 sec): 102 clusters
  Score: Raw -92203817.406504 + Penalty 226020.217777 = -91977797.188726
  nChanged 12
Iteration 268Q (3620.100000 sec): 102 clusters
  Score: Raw -92203819.086083 + Penalty 226020.217777 = -91977798.868305
  nChanged 16
Iteration 269Q (3628.400000 sec): 102 clusters
  Score: Raw -92203820.544830 + Penalty 226020.217777 = -91977800.327053
  nChanged 11
Iteration 270Q (3636.690000 sec): 102 clusters
  Score: Raw -92203821.711962 + Penalty 226020.217777 = -91977801.494184
  nChanged 13
Iteration 271Q (3644.990000 sec): 102 clusters
  Score: Raw -92203822.501506 + Penalty 226020.217777 = -91977802.283729
  nChanged 12
Iteration 272Q (3653.300000 sec): 102 clusters
  Score: Raw -92203823.250874 + Penalty 226020.217777 = -91977803.033096
  nChanged 3
Iteration 273Q (3661.670000 sec): 102 clusters
  Score: Raw -92203823.346498 + Penalty 226020.217777 = -91977803.128721
  nChanged 4
Iteration 274Q (3669.920000 sec): 102 clusters
  Score: Raw -92203823.495595 + Penalty 226020.217777 = -91977803.277818
  nChanged 4
Iteration 275Q (3678.230000 sec): 102 clusters
  Score: Raw -92203823.648868 + Penalty 226020.217777 = -91977803.431091
  nChanged 4
Iteration 276Q (3686.410000 sec): 102 clusters
  Score: Raw -92203823.861393 + Penalty 226020.217777 = -91977803.643615
  nChanged 3
Iteration 277Q (3694.600000 sec): 102 clusters
  Score: Raw -92203824.064569 + Penalty 226020.217777 = -91977803.846792
  nChanged 3
Iteration 278Q (3702.750000 sec): 102 clusters
  Score: Raw -92203824.189697 + Penalty 226020.217777 = -91977803.971919
  nChanged 4
Iteration 279Q (3710.910000 sec): 102 clusters
  Score: Raw -92203824.352475 + Penalty 226020.217777 = -91977804.134697
  nChanged 1
Iteration 280F (3795.770000 sec): 102 clusters
  Score: Raw -92203824.375229 + Penalty 226020.217777 = -91977804.157451
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92203824.375229 + Penalty 226020.217777 = -91977804.157451
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 1 (1672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3795.910000 sec): 2 clusters
  Score: Raw -165231.830387 + Penalty 1206.038566 = -164025.791821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3795.910000 sec): 3 clusters
  Score: Raw -164569.484868 + Penalty 2412.077133 = -162157.407735
  nChanged 556
		SP:Iteration 1F (3795.910000 sec): 3 clusters
  Score: Raw -164992.091765 + Penalty 2412.077133 = -162580.014632
  nChanged 152
		SP:Iteration 2F (3795.920000 sec): 3 clusters
  Score: Raw -165157.843934 + Penalty 2412.077133 = -162745.766801
  nChanged 120
		SP:Iteration 3F (3795.930000 sec): 3 clusters
  Score: Raw -165311.310527 + Penalty 2412.077133 = -162899.233394
  nChanged 95
		SP:Iteration 4F (3795.930000 sec): 3 clusters
  Score: Raw -165413.046612 + Penalty 2412.077133 = -163000.969479
  nChanged 58
		SP:Iteration 5Q (3795.930000 sec): 3 clusters
  Score: Raw -165471.212372 + Penalty 2412.077133 = -163059.135239
  nChanged 37
		SP:Iteration 6Q (3795.940000 sec): 3 clusters
  Score: Raw -165508.082794 + Penalty 2412.077133 = -163096.005661
  nChanged 37
		SP:Iteration 7Q (3795.940000 sec): 3 clusters
  Score: Raw -165542.708653 + Penalty 2412.077133 = -163130.631521
  nChanged 20
		SP:Iteration 8Q (3795.950000 sec): 3 clusters
  Score: Raw -165559.462321 + Penalty 2412.077133 = -163147.385188
  nChanged 13
		SP:Iteration 9Q (3795.950000 sec): 3 clusters
  Score: Raw -165570.014669 + Penalty 2412.077133 = -163157.937536
  nChanged 5
		SP:Iteration 10Q (3795.950000 sec): 3 clusters
  Score: Raw -165572.226015 + Penalty 2412.077133 = -163160.148882
  nChanged 4
		SP:Iteration 11Q (3795.960000 sec): 3 clusters
  Score: Raw -165575.366908 + Penalty 2412.077133 = -163163.289775
  nChanged 5
		SP:Iteration 12Q (3795.960000 sec): 3 clusters
  Score: Raw -165578.006655 + Penalty 2412.077133 = -163165.929522
  nChanged 2
		SP:Iteration 13Q (3795.970000 sec): 3 clusters
  Score: Raw -165578.534037 + Penalty 2412.077133 = -163166.456904
  nChanged 0
		SP:Iteration 14F (3795.970000 sec): 3 clusters
  Score: Raw -165578.534037 + Penalty 2412.077133 = -163166.456904
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 2 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3795.980000 sec): 2 clusters
  Score: Raw -153392.528879 + Penalty 1194.250009 = -152198.278870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3795.980000 sec): 3 clusters
  Score: Raw -152755.583004 + Penalty 2388.500018 = -150367.082986
  nChanged 507
		SP:Iteration 1F (3795.990000 sec): 3 clusters
  Score: Raw -153137.861298 + Penalty 2388.500018 = -150749.361280
  nChanged 133
		SP:Iteration 2F (3795.990000 sec): 3 clusters
  Score: Raw -153278.689366 + Penalty 2388.500018 = -150890.189348
  nChanged 72
		SP:Iteration 3Q (3795.990000 sec): 3 clusters
  Score: Raw -153340.559814 + Penalty 2388.500018 = -150952.059796
  nChanged 55
		SP:Iteration 4Q (3796.000000 sec): 3 clusters
  Score: Raw -153386.133033 + Penalty 2388.500018 = -150997.633015
  nChanged 40
		SP:Iteration 5Q (3796.000000 sec): 3 clusters
  Score: Raw -153418.604585 + Penalty 2388.500018 = -151030.104567
  nChanged 32
		SP:Iteration 6Q (3796.010000 sec): 3 clusters
  Score: Raw -153441.713320 + Penalty 2388.500018 = -151053.213302
  nChanged 27
		SP:Iteration 7Q (3796.010000 sec): 3 clusters
  Score: Raw -153460.349395 + Penalty 2388.500018 = -151071.849377
  nChanged 18
		SP:Iteration 8Q (3796.010000 sec): 3 clusters
  Score: Raw -153470.747789 + Penalty 2388.500018 = -151082.247771
  nChanged 14
		SP:Iteration 9Q (3796.010000 sec): 3 clusters
  Score: Raw -153477.717757 + Penalty 2388.500018 = -151089.217739
  nChanged 9
		SP:Iteration 10Q (3796.020000 sec): 3 clusters
  Score: Raw -153485.323030 + Penalty 2388.500018 = -151096.823012
  nChanged 12
		SP:Iteration 11Q (3796.020000 sec): 3 clusters
  Score: Raw -153492.431127 + Penalty 2388.500018 = -151103.931109
  nChanged 11
		SP:Iteration 12Q (3796.030000 sec): 3 clusters
  Score: Raw -153498.926543 + Penalty 2388.500018 = -151110.426525
  nChanged 10
		SP:Iteration 13Q (3796.030000 sec): 3 clusters
  Score: Raw -153505.251292 + Penalty 2388.500018 = -151116.751274
  nChanged 9
		SP:Iteration 14Q (3796.030000 sec): 3 clusters
  Score: Raw -153511.542244 + Penalty 2388.500018 = -151123.042226
  nChanged 10
		SP:Iteration 15Q (3796.040000 sec): 3 clusters
  Score: Raw -153517.214416 + Penalty 2388.500018 = -151128.714398
  nChanged 9
		SP:Iteration 16Q (3796.040000 sec): 3 clusters
  Score: Raw -153522.650743 + Penalty 2388.500018 = -151134.150725
  nChanged 4
		SP:Iteration 17Q (3796.050000 sec): 3 clusters
  Score: Raw -153524.449327 + Penalty 2388.500018 = -151135.949309
  nChanged 3
		SP:Iteration 18Q (3796.050000 sec): 3 clusters
  Score: Raw -153527.526534 + Penalty 2388.500018 = -151139.026516
  nChanged 2
		SP:Iteration 19Q (3796.050000 sec): 3 clusters
  Score: Raw -153529.795719 + Penalty 2388.500018 = -151141.295701
  nChanged 1
		SP:Iteration 20F (3796.060000 sec): 3 clusters
  Score: Raw -153530.355884 + Penalty 2388.500018 = -151141.855866
  nChanged 4
		SP:Iteration 21Q (3796.060000 sec): 3 clusters
  Score: Raw -153531.693393 + Penalty 2388.500018 = -151143.193375
  nChanged 1
		SP:Iteration 22Q (3796.070000 sec): 3 clusters
  Score: Raw -153532.099700 + Penalty 2388.500018 = -151143.599682
  nChanged 1
		SP:Iteration 23Q (3796.070000 sec): 3 clusters
  Score: Raw -153532.224388 + Penalty 2388.500018 = -151143.724370
  nChanged 0
		SP:Iteration 24F (3796.070000 sec): 3 clusters
  Score: Raw -153532.224388 + Penalty 2388.500018 = -151143.724370
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 3 (54447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3796.250000 sec): 2 clusters
  Score: Raw -5499824.326153 + Penalty 1772.059742 = -5498052.266410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3796.390000 sec): 3 clusters
  Score: Raw -5465072.671660 + Penalty 3544.119485 = -5461528.552175
  nChanged 25679
		SP:Iteration 1F (3796.530000 sec): 3 clusters
  Score: Raw -5479782.341868 + Penalty 3544.119485 = -5476238.222383
  nChanged 2123
		SP:Iteration 2Q (3796.680000 sec): 3 clusters
  Score: Raw -5480439.724494 + Penalty 3544.119485 = -5476895.605009
  nChanged 2277
		SP:Iteration 3Q (3796.830000 sec): 3 clusters
  Score: Raw -5481218.913772 + Penalty 3544.119485 = -5477674.794287
  nChanged 2536
		SP:Iteration 4Q (3796.970000 sec): 3 clusters
  Score: Raw -5482194.972403 + Penalty 3544.119485 = -5478650.852918
  nChanged 2771
		SP:Iteration 5F (3797.110000 sec): 3 clusters
  Score: Raw -5483469.783447 + Penalty 3544.119485 = -5479925.663962
  nChanged 3123
		SP:Iteration 6F (3797.250000 sec): 3 clusters
  Score: Raw -5485170.333157 + Penalty 3544.119485 = -5481626.213672
  nChanged 3478
		SP:Iteration 7F (3797.400000 sec): 3 clusters
  Score: Raw -5487327.891438 + Penalty 3544.119485 = -5483783.771953
  nChanged 3630
		SP:Iteration 8F (3797.540000 sec): 3 clusters
  Score: Raw -5489813.037110 + Penalty 3544.119485 = -5486268.917625
  nChanged 3304
		SP:Iteration 9F (3797.680000 sec): 3 clusters
  Score: Raw -5492208.516353 + Penalty 3544.119485 = -5488664.396868
  nChanged 2760
		SP:Iteration 10F (3797.820000 sec): 3 clusters
  Score: Raw -5494320.167493 + Penalty 3544.119485 = -5490776.048008
  nChanged 2229
		SP:Iteration 11Q (3797.970000 sec): 3 clusters
  Score: Raw -5496123.587213 + Penalty 3544.119485 = -5492579.467728
  nChanged 1680
		SP:Iteration 12Q (3798.110000 sec): 3 clusters
  Score: Raw -5497521.531509 + Penalty 3544.119485 = -5493977.412024
  nChanged 1128
		SP:Iteration 13Q (3798.240000 sec): 3 clusters
  Score: Raw -5498431.802688 + Penalty 3544.119485 = -5494887.683203
  nChanged 771
		SP:Iteration 14Q (3798.360000 sec): 3 clusters
  Score: Raw -5499044.708936 + Penalty 3544.119485 = -5495500.589451
  nChanged 495
		SP:Iteration 15Q (3798.480000 sec): 3 clusters
  Score: Raw -5499389.232019 + Penalty 3544.119485 = -5495845.112534
  nChanged 333
		SP:Iteration 16Q (3798.590000 sec): 3 clusters
  Score: Raw -5499621.854837 + Penalty 3544.119485 = -5496077.735352
  nChanged 234
		SP:Iteration 17Q (3798.690000 sec): 3 clusters
  Score: Raw -5499783.047232 + Penalty 3544.119485 = -5496238.927747
  nChanged 176
		SP:Iteration 18Q (3798.800000 sec): 3 clusters
  Score: Raw -5499883.401820 + Penalty 3544.119485 = -5496339.282335
  nChanged 113
		SP:Iteration 19Q (3798.910000 sec): 3 clusters
  Score: Raw -5499940.755580 + Penalty 3544.119485 = -5496396.636095
  nChanged 95
		SP:Iteration 20F (3799.050000 sec): 3 clusters
  Score: Raw -5499981.958931 + Penalty 3544.119485 = -5496437.839446
  nChanged 65
		SP:Iteration 21Q (3799.150000 sec): 3 clusters
  Score: Raw -5500004.605514 + Penalty 3544.119485 = -5496460.486029
  nChanged 43
		SP:Iteration 22Q (3799.260000 sec): 3 clusters
  Score: Raw -5500017.852888 + Penalty 3544.119485 = -5496473.733403
  nChanged 37
		SP:Iteration 23Q (3799.360000 sec): 3 clusters
  Score: Raw -5500031.778551 + Penalty 3544.119485 = -5496487.659067
  nChanged 25
		SP:Iteration 24Q (3799.470000 sec): 3 clusters
  Score: Raw -5500040.339797 + Penalty 3544.119485 = -5496496.220312
  nChanged 22
		SP:Iteration 25Q (3799.570000 sec): 3 clusters
  Score: Raw -5500046.575373 + Penalty 3544.119485 = -5496502.455889
  nChanged 18
		SP:Iteration 26Q (3799.680000 sec): 3 clusters
  Score: Raw -5500052.447263 + Penalty 3544.119485 = -5496508.327778
  nChanged 17
		SP:Iteration 27Q (3799.790000 sec): 3 clusters
  Score: Raw -5500060.360697 + Penalty 3544.119485 = -5496516.241212
  nChanged 21
		SP:Iteration 28Q (3799.910000 sec): 3 clusters
  Score: Raw -5500067.316845 + Penalty 3544.119485 = -5496523.197360
  nChanged 18
		SP:Iteration 29Q (3800.040000 sec): 3 clusters
  Score: Raw -5500074.046273 + Penalty 3544.119485 = -5496529.926788
  nChanged 20
		SP:Iteration 30Q (3800.150000 sec): 3 clusters
  Score: Raw -5500084.530569 + Penalty 3544.119485 = -5496540.411084
  nChanged 20
		SP:Iteration 31Q (3800.250000 sec): 3 clusters
  Score: Raw -5500091.970341 + Penalty 3544.119485 = -5496547.850856
  nChanged 12
		SP:Iteration 32Q (3800.350000 sec): 3 clusters
  Score: Raw -5500095.585885 + Penalty 3544.119485 = -5496551.466400
  nChanged 11
		SP:Iteration 33Q (3800.450000 sec): 3 clusters
  Score: Raw -5500101.450166 + Penalty 3544.119485 = -5496557.330681
  nChanged 18
		SP:Iteration 34Q (3800.550000 sec): 3 clusters
  Score: Raw -5500110.602862 + Penalty 3544.119485 = -5496566.483377
  nChanged 18
		SP:Iteration 35Q (3800.650000 sec): 3 clusters
  Score: Raw -5500117.148756 + Penalty 3544.119485 = -5496573.029271
  nChanged 12
		SP:Iteration 36Q (3800.750000 sec): 3 clusters
  Score: Raw -5500121.499177 + Penalty 3544.119485 = -5496577.379692
  nChanged 8
		SP:Iteration 37Q (3800.860000 sec): 3 clusters
  Score: Raw -5500124.749175 + Penalty 3544.119485 = -5496580.629690
  nChanged 12
		SP:Iteration 38Q (3800.960000 sec): 3 clusters
  Score: Raw -5500129.589986 + Penalty 3544.119485 = -5496585.470502
  nChanged 6
		SP:Iteration 39Q (3801.060000 sec): 3 clusters
  Score: Raw -5500131.784941 + Penalty 3544.119485 = -5496587.665456
  nChanged 4
		SP:Iteration 40F (3801.210000 sec): 3 clusters
  Score: Raw -5500133.330615 + Penalty 3544.119485 = -5496589.211130
  nChanged 5
		SP:Iteration 41Q (3801.310000 sec): 3 clusters
  Score: Raw -5500135.185462 + Penalty 3544.119485 = -5496591.065977
  nChanged 3
		SP:Iteration 42Q (3801.410000 sec): 3 clusters
  Score: Raw -5500136.323187 + Penalty 3544.119485 = -5496592.203702
  nChanged 6
		SP:Iteration 43Q (3801.510000 sec): 3 clusters
  Score: Raw -5500138.403186 + Penalty 3544.119485 = -5496594.283701
  nChanged 3
		SP:Iteration 44Q (3801.610000 sec): 3 clusters
  Score: Raw -5500139.380490 + Penalty 3544.119485 = -5496595.261005
  nChanged 1
		SP:Iteration 45Q (3801.710000 sec): 3 clusters
  Score: Raw -5500139.815737 + Penalty 3544.119485 = -5496595.696252
  nChanged 1
		SP:Iteration 46Q (3801.820000 sec): 3 clusters
  Score: Raw -5500140.055775 + Penalty 3544.119485 = -5496595.936290
  nChanged 1
		SP:Iteration 47Q (3801.920000 sec): 3 clusters
  Score: Raw -5500140.413905 + Penalty 3544.119485 = -5496596.294420
  nChanged 1
		SP:Iteration 48Q (3802.020000 sec): 3 clusters
  Score: Raw -5500140.605329 + Penalty 3544.119485 = -5496596.485844
  nChanged 0
		SP:Iteration 49F (3802.160000 sec): 3 clusters
  Score: Raw -5500140.605329 + Penalty 3544.119485 = -5496596.485844
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 4 (951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3802.200000 sec): 2 clusters
  Score: Raw -90130.186739 + Penalty 1114.346035 = -89015.840704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3802.200000 sec): 3 clusters
  Score: Raw -89893.265955 + Penalty 2228.692070 = -87664.573885
  nChanged 290
		SP:Iteration 1F (3802.210000 sec): 3 clusters
  Score: Raw -90227.743098 + Penalty 2228.692070 = -87999.051027
  nChanged 84
		SP:Iteration 2F (3802.210000 sec): 3 clusters
  Score: Raw -90398.653163 + Penalty 2228.692070 = -88169.961092
  nChanged 61
		SP:Iteration 3F (3802.210000 sec): 3 clusters
  Score: Raw -90535.775759 + Penalty 2228.692070 = -88307.083689
  nChanged 49
		SP:Iteration 4F (3802.210000 sec): 3 clusters
  Score: Raw -90616.661695 + Penalty 2228.692070 = -88387.969625
  nChanged 34
		SP:Iteration 5Q (3802.210000 sec): 3 clusters
  Score: Raw -90654.159075 + Penalty 2228.692070 = -88425.467005
  nChanged 15
		SP:Iteration 6Q (3802.220000 sec): 3 clusters
  Score: Raw -90673.564821 + Penalty 2228.692070 = -88444.872750
  nChanged 14
		SP:Iteration 7Q (3802.220000 sec): 3 clusters
  Score: Raw -90689.088527 + Penalty 2228.692070 = -88460.396457
  nChanged 10
		SP:Iteration 8Q (3802.220000 sec): 3 clusters
  Score: Raw -90699.743065 + Penalty 2228.692070 = -88471.050995
  nChanged 11
		SP:Iteration 9Q (3802.220000 sec): 3 clusters
  Score: Raw -90719.541920 + Penalty 2228.692070 = -88490.849850
  nChanged 16
		SP:Iteration 10Q (3802.230000 sec): 3 clusters
  Score: Raw -90740.637338 + Penalty 2228.692070 = -88511.945267
  nChanged 17
		SP:Iteration 11Q (3802.230000 sec): 3 clusters
  Score: Raw -90755.931853 + Penalty 2228.692070 = -88527.239783
  nChanged 13
		SP:Iteration 12Q (3802.230000 sec): 3 clusters
  Score: Raw -90768.648382 + Penalty 2228.692070 = -88539.956312
  nChanged 6
		SP:Iteration 13Q (3802.230000 sec): 3 clusters
  Score: Raw -90777.039642 + Penalty 2228.692070 = -88548.347572
  nChanged 5
		SP:Iteration 14Q (3802.230000 sec): 3 clusters
  Score: Raw -90782.100344 + Penalty 2228.692070 = -88553.408274
  nChanged 8
		SP:Iteration 15Q (3802.240000 sec): 3 clusters
  Score: Raw -90807.955494 + Penalty 2228.692070 = -88579.263423
  nChanged 11
		SP:Iteration 16Q (3802.240000 sec): 3 clusters
  Score: Raw -90822.777284 + Penalty 2228.692070 = -88594.085214
  nChanged 10
		SP:Iteration 17Q (3802.240000 sec): 3 clusters
  Score: Raw -90834.160457 + Penalty 2228.692070 = -88605.468387
  nChanged 10
		SP:Iteration 18Q (3802.240000 sec): 3 clusters
  Score: Raw -90849.978331 + Penalty 2228.692070 = -88621.286260
  nChanged 10
		SP:Iteration 19Q (3802.250000 sec): 3 clusters
  Score: Raw -90865.329585 + Penalty 2228.692070 = -88636.637514
  nChanged 6
		SP:Iteration 20F (3802.250000 sec): 3 clusters
  Score: Raw -90875.674786 + Penalty 2228.692070 = -88646.982716
  nChanged 7
		SP:Iteration 21Q (3802.250000 sec): 3 clusters
  Score: Raw -90886.467514 + Penalty 2228.692070 = -88657.775444
  nChanged 4
		SP:Iteration 22Q (3802.250000 sec): 3 clusters
  Score: Raw -90906.728478 + Penalty 2228.692070 = -88678.036408
  nChanged 7
		SP:Iteration 23Q (3802.250000 sec): 3 clusters
  Score: Raw -90932.872262 + Penalty 2228.692070 = -88704.180192
  nChanged 8
		SP:Iteration 24Q (3802.250000 sec): 3 clusters
  Score: Raw -90953.848698 + Penalty 2228.692070 = -88725.156627
  nChanged 6
		SP:Iteration 25Q (3802.260000 sec): 3 clusters
  Score: Raw -90965.844937 + Penalty 2228.692070 = -88737.152867
  nChanged 4
		SP:Iteration 26Q (3802.260000 sec): 3 clusters
  Score: Raw -90972.863137 + Penalty 2228.692070 = -88744.171067
  nChanged 4
		SP:Iteration 27Q (3802.260000 sec): 3 clusters
  Score: Raw -90977.819239 + Penalty 2228.692070 = -88749.127169
  nChanged 4
		SP:Iteration 28Q (3802.260000 sec): 3 clusters
  Score: Raw -90984.033133 + Penalty 2228.692070 = -88755.341062
  nChanged 2
		SP:Iteration 29Q (3802.270000 sec): 3 clusters
  Score: Raw -90988.941585 + Penalty 2228.692070 = -88760.249514
  nChanged 4
		SP:Iteration 30Q (3802.270000 sec): 3 clusters
  Score: Raw -90996.084733 + Penalty 2228.692070 = -88767.392662
  nChanged 2
		SP:Iteration 31Q (3802.270000 sec): 3 clusters
  Score: Raw -91001.143238 + Penalty 2228.692070 = -88772.451167
  nChanged 1
		SP:Iteration 32Q (3802.270000 sec): 3 clusters
  Score: Raw -91005.673547 + Penalty 2228.692070 = -88776.981477
  nChanged 1
		SP:Iteration 33Q (3802.270000 sec): 3 clusters
  Score: Raw -91011.135311 + Penalty 2228.692070 = -88782.443241
  nChanged 3
		SP:Iteration 34Q (3802.270000 sec): 3 clusters
  Score: Raw -91016.847164 + Penalty 2228.692070 = -88788.155094
  nChanged 0
		SP:Iteration 35F (3802.280000 sec): 3 clusters
  Score: Raw -91016.847164 + Penalty 2228.692070 = -88788.155094
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 5 (5526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3802.300000 sec): 2 clusters
  Score: Raw -519594.784913 + Penalty 1400.298170 = -518194.486743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3802.310000 sec): 3 clusters
  Score: Raw -516706.359843 + Penalty 2800.596339 = -513905.763504
  nChanged 2270
		SP:Iteration 1F (3802.330000 sec): 3 clusters
  Score: Raw -518214.196586 + Penalty 2800.596339 = -515413.600247
  nChanged 485
		SP:Iteration 2F (3802.340000 sec): 3 clusters
  Score: Raw -518593.295010 + Penalty 2800.596339 = -515792.698671
  nChanged 410
		SP:Iteration 3F (3802.350000 sec): 3 clusters
  Score: Raw -518883.039110 + Penalty 2800.596339 = -516082.442770
  nChanged 323
		SP:Iteration 4F (3802.370000 sec): 3 clusters
  Score: Raw -519106.475326 + Penalty 2800.596339 = -516305.878986
  nChanged 257
		SP:Iteration 5Q (3802.380000 sec): 3 clusters
  Score: Raw -519256.564592 + Penalty 2800.596339 = -516455.968253
  nChanged 218
		SP:Iteration 6Q (3802.390000 sec): 3 clusters
  Score: Raw -519383.016113 + Penalty 2800.596339 = -516582.419774
  nChanged 201
		SP:Iteration 7Q (3802.410000 sec): 3 clusters
  Score: Raw -519484.195044 + Penalty 2800.596339 = -516683.598705
  nChanged 150
		SP:Iteration 8Q (3802.420000 sec): 3 clusters
  Score: Raw -519556.773639 + Penalty 2800.596339 = -516756.177300
  nChanged 137
		SP:Iteration 9Q (3802.430000 sec): 3 clusters
  Score: Raw -519618.541378 + Penalty 2800.596339 = -516817.945039
  nChanged 100
		SP:Iteration 10Q (3802.450000 sec): 3 clusters
  Score: Raw -519655.053509 + Penalty 2800.596339 = -516854.457170
  nChanged 73
		SP:Iteration 11Q (3802.460000 sec): 3 clusters
  Score: Raw -519682.284365 + Penalty 2800.596339 = -516881.688026
  nChanged 67
		SP:Iteration 12Q (3802.470000 sec): 3 clusters
  Score: Raw -519707.931915 + Penalty 2800.596339 = -516907.335576
  nChanged 57
		SP:Iteration 13Q (3802.490000 sec): 3 clusters
  Score: Raw -519736.863289 + Penalty 2800.596339 = -516936.266950
  nChanged 52
		SP:Iteration 14Q (3802.500000 sec): 3 clusters
  Score: Raw -519760.005674 + Penalty 2800.596339 = -516959.409334
  nChanged 65
		SP:Iteration 15Q (3802.510000 sec): 3 clusters
  Score: Raw -519789.714973 + Penalty 2800.596339 = -516989.118634
  nChanged 69
		SP:Iteration 16Q (3802.530000 sec): 3 clusters
  Score: Raw -519822.846244 + Penalty 2800.596339 = -517022.249905
  nChanged 67
		SP:Iteration 17Q (3802.540000 sec): 3 clusters
  Score: Raw -519851.799870 + Penalty 2800.596339 = -517051.203530
  nChanged 64
		SP:Iteration 18Q (3802.550000 sec): 3 clusters
  Score: Raw -519879.910150 + Penalty 2800.596339 = -517079.313811
  nChanged 70
		SP:Iteration 19Q (3802.570000 sec): 3 clusters
  Score: Raw -519903.251972 + Penalty 2800.596339 = -517102.655632
  nChanged 59
		SP:Iteration 20F (3802.580000 sec): 3 clusters
  Score: Raw -519920.641793 + Penalty 2800.596339 = -517120.045454
  nChanged 53
		SP:Iteration 21Q (3802.590000 sec): 3 clusters
  Score: Raw -519937.335022 + Penalty 2800.596339 = -517136.738683
  nChanged 35
		SP:Iteration 22Q (3802.610000 sec): 3 clusters
  Score: Raw -519947.970599 + Penalty 2800.596339 = -517147.374260
  nChanged 31
		SP:Iteration 23Q (3802.620000 sec): 3 clusters
  Score: Raw -519955.705125 + Penalty 2800.596339 = -517155.108786
  nChanged 25
		SP:Iteration 24Q (3802.630000 sec): 3 clusters
  Score: Raw -519962.314769 + Penalty 2800.596339 = -517161.718429
  nChanged 36
		SP:Iteration 25Q (3802.650000 sec): 3 clusters
  Score: Raw -519972.287496 + Penalty 2800.596339 = -517171.691156
  nChanged 32
		SP:Iteration 26Q (3802.660000 sec): 3 clusters
  Score: Raw -519980.654831 + Penalty 2800.596339 = -517180.058492
  nChanged 24
		SP:Iteration 27Q (3802.670000 sec): 3 clusters
  Score: Raw -519986.243257 + Penalty 2800.596339 = -517185.646918
  nChanged 15
		SP:Iteration 28Q (3802.690000 sec): 3 clusters
  Score: Raw -519989.480876 + Penalty 2800.596339 = -517188.884537
  nChanged 11
		SP:Iteration 29Q (3802.700000 sec): 3 clusters
  Score: Raw -519992.650325 + Penalty 2800.596339 = -517192.053986
  nChanged 8
		SP:Iteration 30Q (3802.710000 sec): 3 clusters
  Score: Raw -519993.961243 + Penalty 2800.596339 = -517193.364904
  nChanged 11
		SP:Iteration 31Q (3802.730000 sec): 3 clusters
  Score: Raw -519995.931867 + Penalty 2800.596339 = -517195.335528
  nChanged 6
		SP:Iteration 32Q (3802.740000 sec): 3 clusters
  Score: Raw -519997.057518 + Penalty 2800.596339 = -517196.461179
  nChanged 5
		SP:Iteration 33Q (3802.750000 sec): 3 clusters
  Score: Raw -519997.956503 + Penalty 2800.596339 = -517197.360163
  nChanged 2
		SP:Iteration 34Q (3802.770000 sec): 3 clusters
  Score: Raw -519998.369937 + Penalty 2800.596339 = -517197.773597
  nChanged 6
		SP:Iteration 35Q (3802.780000 sec): 3 clusters
  Score: Raw -519999.571189 + Penalty 2800.596339 = -517198.974850
  nChanged 4
		SP:Iteration 36Q (3802.790000 sec): 3 clusters
  Score: Raw -520000.274591 + Penalty 2800.596339 = -517199.678251
  nChanged 1
		SP:Iteration 37Q (3802.810000 sec): 3 clusters
  Score: Raw -520000.544850 + Penalty 2800.596339 = -517199.948511
  nChanged 2
		SP:Iteration 38Q (3802.820000 sec): 3 clusters
  Score: Raw -520000.774957 + Penalty 2800.596339 = -517200.178618
  nChanged 5
		SP:Iteration 39Q (3802.830000 sec): 3 clusters
  Score: Raw -520001.576762 + Penalty 2800.596339 = -517200.980423
  nChanged 4
		SP:Iteration 40F (3802.850000 sec): 3 clusters
  Score: Raw -520002.294090 + Penalty 2800.596339 = -517201.697751
  nChanged 4
		SP:Iteration 41Q (3802.860000 sec): 3 clusters
  Score: Raw -520003.178466 + Penalty 2800.596339 = -517202.582127
  nChanged 5
		SP:Iteration 42Q (3802.870000 sec): 3 clusters
  Score: Raw -520004.712038 + Penalty 2800.596339 = -517204.115699
  nChanged 0
		SP:Iteration 43F (3802.880000 sec): 3 clusters
  Score: Raw -520004.712038 + Penalty 2800.596339 = -517204.115699
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 6 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3802.890000 sec): 2 clusters
  Score: Raw -225469.536247 + Penalty 1271.082151 = -224198.454096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3802.900000 sec): 3 clusters
  Score: Raw -224395.513286 + Penalty 2542.164303 = -221853.348983
  nChanged 954
		SP:Iteration 1F (3802.910000 sec): 3 clusters
  Score: Raw -225280.983661 + Penalty 2542.164303 = -222738.819358
  nChanged 267
		SP:Iteration 2F (3802.910000 sec): 3 clusters
  Score: Raw -225696.939148 + Penalty 2542.164303 = -223154.774845
  nChanged 219
		SP:Iteration 3F (3802.920000 sec): 3 clusters
  Score: Raw -225921.187802 + Penalty 2542.164303 = -223379.023500
  nChanged 131
		SP:Iteration 4F (3802.930000 sec): 3 clusters
  Score: Raw -226048.634897 + Penalty 2542.164303 = -223506.470594
  nChanged 92
		SP:Iteration 5Q (3802.930000 sec): 3 clusters
  Score: Raw -226132.286604 + Penalty 2542.164303 = -223590.122302
  nChanged 60
		SP:Iteration 6Q (3802.940000 sec): 3 clusters
  Score: Raw -226181.245527 + Penalty 2542.164303 = -223639.081224
  nChanged 40
		SP:Iteration 7Q (3802.950000 sec): 3 clusters
  Score: Raw -226211.743461 + Penalty 2542.164303 = -223669.579158
  nChanged 23
		SP:Iteration 8Q (3802.950000 sec): 3 clusters
  Score: Raw -226226.439886 + Penalty 2542.164303 = -223684.275584
  nChanged 16
		SP:Iteration 9Q (3802.950000 sec): 3 clusters
  Score: Raw -226236.941854 + Penalty 2542.164303 = -223694.777552
  nChanged 10
		SP:Iteration 10Q (3802.960000 sec): 3 clusters
  Score: Raw -226244.286522 + Penalty 2542.164303 = -223702.122220
  nChanged 12
		SP:Iteration 11Q (3802.970000 sec): 3 clusters
  Score: Raw -226251.013904 + Penalty 2542.164303 = -223708.849602
  nChanged 9
		SP:Iteration 12Q (3802.970000 sec): 3 clusters
  Score: Raw -226255.587610 + Penalty 2542.164303 = -223713.423307
  nChanged 5
		SP:Iteration 13Q (3802.980000 sec): 3 clusters
  Score: Raw -226258.226182 + Penalty 2542.164303 = -223716.061879
  nChanged 6
		SP:Iteration 14Q (3802.990000 sec): 3 clusters
  Score: Raw -226260.914109 + Penalty 2542.164303 = -223718.749807
  nChanged 8
		SP:Iteration 15Q (3802.990000 sec): 3 clusters
  Score: Raw -226266.054866 + Penalty 2542.164303 = -223723.890563
  nChanged 4
		SP:Iteration 16Q (3803.000000 sec): 3 clusters
  Score: Raw -226268.217608 + Penalty 2542.164303 = -223726.053306
  nChanged 4
		SP:Iteration 17Q (3803.000000 sec): 3 clusters
  Score: Raw -226269.627998 + Penalty 2542.164303 = -223727.463695
  nChanged 6
		SP:Iteration 18Q (3803.010000 sec): 3 clusters
  Score: Raw -226271.582669 + Penalty 2542.164303 = -223729.418366
  nChanged 2
		SP:Iteration 19Q (3803.010000 sec): 3 clusters
  Score: Raw -226272.155128 + Penalty 2542.164303 = -223729.990825
  nChanged 1
		SP:Iteration 20F (3803.020000 sec): 3 clusters
  Score: Raw -226272.560749 + Penalty 2542.164303 = -223730.396446
  nChanged 1
		SP:Iteration 21Q (3803.030000 sec): 3 clusters
  Score: Raw -226272.906360 + Penalty 2542.164303 = -223730.742058
  nChanged 1
		SP:Iteration 22Q (3803.030000 sec): 3 clusters
  Score: Raw -226273.539438 + Penalty 2542.164303 = -223731.375135
  nChanged 2
		SP:Iteration 23Q (3803.040000 sec): 3 clusters
  Score: Raw -226274.651313 + Penalty 2542.164303 = -223732.487010
  nChanged 2
		SP:Iteration 24Q (3803.040000 sec): 3 clusters
  Score: Raw -226275.381563 + Penalty 2542.164303 = -223733.217260
  nChanged 4
		SP:Iteration 25Q (3803.050000 sec): 3 clusters
  Score: Raw -226277.351449 + Penalty 2542.164303 = -223735.187146
  nChanged 4
		SP:Iteration 26Q (3803.050000 sec): 3 clusters
  Score: Raw -226279.590580 + Penalty 2542.164303 = -223737.426278
  nChanged 4
		SP:Iteration 27Q (3803.060000 sec): 3 clusters
  Score: Raw -226281.455001 + Penalty 2542.164303 = -223739.290698
  nChanged 3
		SP:Iteration 28Q (3803.070000 sec): 3 clusters
  Score: Raw -226283.906497 + Penalty 2542.164303 = -223741.742194
  nChanged 2
		SP:Iteration 29Q (3803.070000 sec): 3 clusters
  Score: Raw -226284.792504 + Penalty 2542.164303 = -223742.628202
  nChanged 2
		SP:Iteration 30Q (3803.080000 sec): 3 clusters
  Score: Raw -226285.533087 + Penalty 2542.164303 = -223743.368784
  nChanged 1
		SP:Iteration 31Q (3803.080000 sec): 3 clusters
  Score: Raw -226285.716203 + Penalty 2542.164303 = -223743.551900
  nChanged 0
		SP:Iteration 32F (3803.090000 sec): 3 clusters
  Score: Raw -226285.716203 + Penalty 2542.164303 = -223743.551900
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 7 (1939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3803.100000 sec): 2 clusters
  Score: Raw -181488.659869 + Penalty 1230.113244 = -180258.546625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3803.100000 sec): 3 clusters
  Score: Raw -180658.445615 + Penalty 2460.226488 = -178198.219127
  nChanged 674
		SP:Iteration 1F (3803.110000 sec): 3 clusters
  Score: Raw -181204.031851 + Penalty 2460.226488 = -178743.805364
  nChanged 187
		SP:Iteration 2F (3803.110000 sec): 3 clusters
  Score: Raw -181392.426697 + Penalty 2460.226488 = -178932.200209
  nChanged 123
		SP:Iteration 3F (3803.120000 sec): 3 clusters
  Score: Raw -181530.759887 + Penalty 2460.226488 = -179070.533399
  nChanged 109
		SP:Iteration 4F (3803.120000 sec): 3 clusters
  Score: Raw -181645.260172 + Penalty 2460.226488 = -179185.033684
  nChanged 88
		SP:Iteration 5Q (3803.130000 sec): 3 clusters
  Score: Raw -181755.180890 + Penalty 2460.226488 = -179294.954403
  nChanged 71
		SP:Iteration 6Q (3803.130000 sec): 3 clusters
  Score: Raw -181838.579676 + Penalty 2460.226488 = -179378.353188
  nChanged 69
		SP:Iteration 7Q (3803.140000 sec): 3 clusters
  Score: Raw -181899.460230 + Penalty 2460.226488 = -179439.233742
  nChanged 46
		SP:Iteration 8Q (3803.140000 sec): 3 clusters
  Score: Raw -181939.300484 + Penalty 2460.226488 = -179479.073996
  nChanged 43
		SP:Iteration 9Q (3803.150000 sec): 3 clusters
  Score: Raw -181973.313934 + Penalty 2460.226488 = -179513.087446
  nChanged 23
		SP:Iteration 10Q (3803.150000 sec): 3 clusters
  Score: Raw -181992.740047 + Penalty 2460.226488 = -179532.513559
  nChanged 23
		SP:Iteration 11Q (3803.150000 sec): 3 clusters
  Score: Raw -182008.512640 + Penalty 2460.226488 = -179548.286152
  nChanged 23
		SP:Iteration 12Q (3803.160000 sec): 3 clusters
  Score: Raw -182033.286188 + Penalty 2460.226488 = -179573.059700
  nChanged 30
		SP:Iteration 13Q (3803.170000 sec): 3 clusters
  Score: Raw -182072.868930 + Penalty 2460.226488 = -179612.642442
  nChanged 34
		SP:Iteration 14Q (3803.170000 sec): 3 clusters
  Score: Raw -182112.397749 + Penalty 2460.226488 = -179652.171261
  nChanged 37
		SP:Iteration 15Q (3803.170000 sec): 3 clusters
  Score: Raw -182152.931884 + Penalty 2460.226488 = -179692.705396
  nChanged 29
		SP:Iteration 16Q (3803.180000 sec): 3 clusters
  Score: Raw -182185.760168 + Penalty 2460.226488 = -179725.533680
  nChanged 22
		SP:Iteration 17Q (3803.180000 sec): 3 clusters
  Score: Raw -182198.421838 + Penalty 2460.226488 = -179738.195350
  nChanged 16
		SP:Iteration 18Q (3803.190000 sec): 3 clusters
  Score: Raw -182210.589248 + Penalty 2460.226488 = -179750.362760
  nChanged 14
		SP:Iteration 19Q (3803.190000 sec): 3 clusters
  Score: Raw -182221.530490 + Penalty 2460.226488 = -179761.304002
  nChanged 11
		SP:Iteration 20F (3803.200000 sec): 3 clusters
  Score: Raw -182232.085710 + Penalty 2460.226488 = -179771.859222
  nChanged 11
		SP:Iteration 21Q (3803.200000 sec): 3 clusters
  Score: Raw -182247.687935 + Penalty 2460.226488 = -179787.461447
  nChanged 13
		SP:Iteration 22Q (3803.210000 sec): 3 clusters
  Score: Raw -182261.620278 + Penalty 2460.226488 = -179801.393791
  nChanged 15
		SP:Iteration 23Q (3803.210000 sec): 3 clusters
  Score: Raw -182280.975552 + Penalty 2460.226488 = -179820.749064
  nChanged 15
		SP:Iteration 24Q (3803.210000 sec): 3 clusters
  Score: Raw -182292.541829 + Penalty 2460.226488 = -179832.315341
  nChanged 11
		SP:Iteration 25Q (3803.220000 sec): 3 clusters
  Score: Raw -182301.616803 + Penalty 2460.226488 = -179841.390315
  nChanged 10
		SP:Iteration 26Q (3803.220000 sec): 3 clusters
  Score: Raw -182311.762777 + Penalty 2460.226488 = -179851.536290
  nChanged 11
		SP:Iteration 27Q (3803.230000 sec): 3 clusters
  Score: Raw -182322.870795 + Penalty 2460.226488 = -179862.644307
  nChanged 8
		SP:Iteration 28Q (3803.230000 sec): 3 clusters
  Score: Raw -182330.030872 + Penalty 2460.226488 = -179869.804384
  nChanged 7
		SP:Iteration 29Q (3803.230000 sec): 3 clusters
  Score: Raw -182337.357805 + Penalty 2460.226488 = -179877.131317
  nChanged 7
		SP:Iteration 30Q (3803.240000 sec): 3 clusters
  Score: Raw -182344.841949 + Penalty 2460.226488 = -179884.615461
  nChanged 6
		SP:Iteration 31Q (3803.240000 sec): 3 clusters
  Score: Raw -182359.992683 + Penalty 2460.226488 = -179899.766195
  nChanged 16
		SP:Iteration 32Q (3803.250000 sec): 3 clusters
  Score: Raw -182379.869111 + Penalty 2460.226488 = -179919.642623
  nChanged 12
		SP:Iteration 33Q (3803.250000 sec): 3 clusters
  Score: Raw -182394.179123 + Penalty 2460.226488 = -179933.952635
  nChanged 8
		SP:Iteration 34Q (3803.250000 sec): 3 clusters
  Score: Raw -182404.956742 + Penalty 2460.226488 = -179944.730254
  nChanged 8
		SP:Iteration 35Q (3803.260000 sec): 3 clusters
  Score: Raw -182412.313674 + Penalty 2460.226488 = -179952.087186
  nChanged 4
		SP:Iteration 36Q (3803.260000 sec): 3 clusters
  Score: Raw -182415.481752 + Penalty 2460.226488 = -179955.255264
  nChanged 5
		SP:Iteration 37Q (3803.270000 sec): 3 clusters
  Score: Raw -182421.672543 + Penalty 2460.226488 = -179961.446055
  nChanged 1
		SP:Iteration 38Q (3803.270000 sec): 3 clusters
  Score: Raw -182421.881885 + Penalty 2460.226488 = -179961.655397
  nChanged 0
		SP:Iteration 39F (3803.270000 sec): 3 clusters
  Score: Raw -182421.881885 + Penalty 2460.226488 = -179961.655397
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 8 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3803.290000 sec): 2 clusters
  Score: Raw -303458.621722 + Penalty 1308.083772 = -302150.537950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3803.290000 sec): 3 clusters
  Score: Raw -302001.998589 + Penalty 2616.167545 = -299385.831045
  nChanged 1180
		SP:Iteration 1F (3803.300000 sec): 3 clusters
  Score: Raw -302705.239902 + Penalty 2616.167545 = -300089.072357
  nChanged 250
		SP:Iteration 2F (3803.310000 sec): 3 clusters
  Score: Raw -302876.390965 + Penalty 2616.167545 = -300260.223420
  nChanged 160
		SP:Iteration 3F (3803.320000 sec): 3 clusters
  Score: Raw -302977.472852 + Penalty 2616.167545 = -300361.305307
  nChanged 136
		SP:Iteration 4Q (3803.330000 sec): 3 clusters
  Score: Raw -303062.000405 + Penalty 2616.167545 = -300445.832860
  nChanged 100
		SP:Iteration 5Q (3803.330000 sec): 3 clusters
  Score: Raw -303118.167082 + Penalty 2616.167545 = -300501.999537
  nChanged 82
		SP:Iteration 6Q (3803.340000 sec): 3 clusters
  Score: Raw -303169.990626 + Penalty 2616.167545 = -300553.823081
  nChanged 74
		SP:Iteration 7Q (3803.350000 sec): 3 clusters
  Score: Raw -303217.331447 + Penalty 2616.167545 = -300601.163903
  nChanged 93
		SP:Iteration 8Q (3803.360000 sec): 3 clusters
  Score: Raw -303281.672090 + Penalty 2616.167545 = -300665.504545
  nChanged 76
		SP:Iteration 9Q (3803.370000 sec): 3 clusters
  Score: Raw -303334.931915 + Penalty 2616.167545 = -300718.764371
  nChanged 76
		SP:Iteration 10Q (3803.370000 sec): 3 clusters
  Score: Raw -303398.920678 + Penalty 2616.167545 = -300782.753134
  nChanged 91
		SP:Iteration 11Q (3803.380000 sec): 3 clusters
  Score: Raw -303458.518943 + Penalty 2616.167545 = -300842.351398
  nChanged 79
		SP:Iteration 12Q (3803.390000 sec): 3 clusters
  Score: Raw -303513.541544 + Penalty 2616.167545 = -300897.374000
  nChanged 56
		SP:Iteration 13Q (3803.400000 sec): 3 clusters
  Score: Raw -303552.180845 + Penalty 2616.167545 = -300936.013301
  nChanged 50
		SP:Iteration 14Q (3803.410000 sec): 3 clusters
  Score: Raw -303579.706297 + Penalty 2616.167545 = -300963.538752
  nChanged 43
		SP:Iteration 15Q (3803.410000 sec): 3 clusters
  Score: Raw -303603.151099 + Penalty 2616.167545 = -300986.983554
  nChanged 38
		SP:Iteration 16Q (3803.420000 sec): 3 clusters
  Score: Raw -303624.665113 + Penalty 2616.167545 = -301008.497569
  nChanged 35
		SP:Iteration 17Q (3803.430000 sec): 3 clusters
  Score: Raw -303645.114989 + Penalty 2616.167545 = -301028.947444
  nChanged 33
		SP:Iteration 18Q (3803.430000 sec): 3 clusters
  Score: Raw -303659.957171 + Penalty 2616.167545 = -301043.789626
  nChanged 25
		SP:Iteration 19Q (3803.440000 sec): 3 clusters
  Score: Raw -303669.590894 + Penalty 2616.167545 = -301053.423350
  nChanged 21
		SP:Iteration 20F (3803.450000 sec): 3 clusters
  Score: Raw -303682.553834 + Penalty 2616.167545 = -301066.386289
  nChanged 28
		SP:Iteration 21Q (3803.460000 sec): 3 clusters
  Score: Raw -303693.608920 + Penalty 2616.167545 = -301077.441376
  nChanged 23
		SP:Iteration 22Q (3803.470000 sec): 3 clusters
  Score: Raw -303701.175313 + Penalty 2616.167545 = -301085.007769
  nChanged 15
		SP:Iteration 23Q (3803.470000 sec): 3 clusters
  Score: Raw -303706.328193 + Penalty 2616.167545 = -301090.160648
  nChanged 11
		SP:Iteration 24Q (3803.480000 sec): 3 clusters
  Score: Raw -303710.068804 + Penalty 2616.167545 = -301093.901259
  nChanged 11
		SP:Iteration 25Q (3803.490000 sec): 3 clusters
  Score: Raw -303714.465032 + Penalty 2616.167545 = -301098.297488
  nChanged 19
		SP:Iteration 26Q (3803.490000 sec): 3 clusters
  Score: Raw -303724.160799 + Penalty 2616.167545 = -301107.993255
  nChanged 17
		SP:Iteration 27Q (3803.500000 sec): 3 clusters
  Score: Raw -303734.173736 + Penalty 2616.167545 = -301118.006191
  nChanged 17
		SP:Iteration 28Q (3803.510000 sec): 3 clusters
  Score: Raw -303740.848613 + Penalty 2616.167545 = -301124.681069
  nChanged 11
		SP:Iteration 29Q (3803.520000 sec): 3 clusters
  Score: Raw -303746.046342 + Penalty 2616.167545 = -301129.878797
  nChanged 12
		SP:Iteration 30Q (3803.520000 sec): 3 clusters
  Score: Raw -303751.749969 + Penalty 2616.167545 = -301135.582425
  nChanged 18
		SP:Iteration 31Q (3803.530000 sec): 3 clusters
  Score: Raw -303759.912108 + Penalty 2616.167545 = -301143.744563
  nChanged 16
		SP:Iteration 32Q (3803.540000 sec): 3 clusters
  Score: Raw -303766.988116 + Penalty 2616.167545 = -301150.820571
  nChanged 15
		SP:Iteration 33Q (3803.550000 sec): 3 clusters
  Score: Raw -303773.565821 + Penalty 2616.167545 = -301157.398277
  nChanged 13
		SP:Iteration 34Q (3803.550000 sec): 3 clusters
  Score: Raw -303781.234128 + Penalty 2616.167545 = -301165.066583
  nChanged 17
		SP:Iteration 35Q (3803.560000 sec): 3 clusters
  Score: Raw -303793.719011 + Penalty 2616.167545 = -301177.551466
  nChanged 18
		SP:Iteration 36Q (3803.570000 sec): 3 clusters
  Score: Raw -303809.076055 + Penalty 2616.167545 = -301192.908510
  nChanged 24
		SP:Iteration 37Q (3803.570000 sec): 3 clusters
  Score: Raw -303826.056784 + Penalty 2616.167545 = -301209.889239
  nChanged 17
		SP:Iteration 38Q (3803.580000 sec): 3 clusters
  Score: Raw -303837.940462 + Penalty 2616.167545 = -301221.772917
  nChanged 25
		SP:Iteration 39Q (3803.590000 sec): 3 clusters
  Score: Raw -303849.080860 + Penalty 2616.167545 = -301232.913315
  nChanged 19
		SP:Iteration 40F (3803.600000 sec): 3 clusters
  Score: Raw -303857.123786 + Penalty 2616.167545 = -301240.956241
  nChanged 14
		SP:Iteration 41Q (3803.600000 sec): 3 clusters
  Score: Raw -303864.670422 + Penalty 2616.167545 = -301248.502877
  nChanged 18
		SP:Iteration 42Q (3803.610000 sec): 3 clusters
  Score: Raw -303873.918395 + Penalty 2616.167545 = -301257.750850
  nChanged 19
		SP:Iteration 43Q (3803.620000 sec): 3 clusters
  Score: Raw -303884.196532 + Penalty 2616.167545 = -301268.028987
  nChanged 21
		SP:Iteration 44Q (3803.630000 sec): 3 clusters
  Score: Raw -303895.987966 + Penalty 2616.167545 = -301279.820421
  nChanged 25
		SP:Iteration 45Q (3803.630000 sec): 3 clusters
  Score: Raw -303911.827122 + Penalty 2616.167545 = -301295.659577
  nChanged 21
		SP:Iteration 46Q (3803.640000 sec): 3 clusters
  Score: Raw -303922.924935 + Penalty 2616.167545 = -301306.757391
  nChanged 23
		SP:Iteration 47Q (3803.650000 sec): 3 clusters
  Score: Raw -303936.525689 + Penalty 2616.167545 = -301320.358144
  nChanged 26
		SP:Iteration 48Q (3803.650000 sec): 3 clusters
  Score: Raw -303958.387728 + Penalty 2616.167545 = -301342.220183
  nChanged 24
		SP:Iteration 49Q (3803.660000 sec): 3 clusters
  Score: Raw -303979.375875 + Penalty 2616.167545 = -301363.208330
  nChanged 22
		SP:Iteration 50Q (3803.670000 sec): 3 clusters
  Score: Raw -303992.653405 + Penalty 2616.167545 = -301376.485861
  nChanged 15
		SP:Iteration 51Q (3803.670000 sec): 3 clusters
  Score: Raw -304001.394473 + Penalty 2616.167545 = -301385.226928
  nChanged 15
		SP:Iteration 52Q (3803.680000 sec): 3 clusters
  Score: Raw -304007.356567 + Penalty 2616.167545 = -301391.189023
  nChanged 11
		SP:Iteration 53Q (3803.690000 sec): 3 clusters
  Score: Raw -304011.285743 + Penalty 2616.167545 = -301395.118199
  nChanged 8
		SP:Iteration 54Q (3803.690000 sec): 3 clusters
  Score: Raw -304014.278148 + Penalty 2616.167545 = -301398.110604
  nChanged 4
		SP:Iteration 55Q (3803.700000 sec): 3 clusters
  Score: Raw -304015.397527 + Penalty 2616.167545 = -301399.229983
  nChanged 5
		SP:Iteration 56Q (3803.710000 sec): 3 clusters
  Score: Raw -304017.043552 + Penalty 2616.167545 = -301400.876007
  nChanged 3
		SP:Iteration 57Q (3803.710000 sec): 3 clusters
  Score: Raw -304017.667836 + Penalty 2616.167545 = -301401.500291
  nChanged 3
		SP:Iteration 58Q (3803.720000 sec): 3 clusters
  Score: Raw -304018.842431 + Penalty 2616.167545 = -301402.674886
  nChanged 0
		SP:Iteration 59F (3803.730000 sec): 3 clusters
  Score: Raw -304018.842431 + Penalty 2616.167545 = -301402.674886
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 9 (20074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3803.790000 sec): 2 clusters
  Score: Raw -2038875.960178 + Penalty 1609.916868 = -2037266.043310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3803.850000 sec): 3 clusters
  Score: Raw -2026831.442619 + Penalty 3219.833735 = -2023611.608883
  nChanged 9058
		SP:Iteration 1F (3803.900000 sec): 3 clusters
  Score: Raw -2031646.113308 + Penalty 3219.833735 = -2028426.279572
  nChanged 962
		SP:Iteration 2Q (3803.950000 sec): 3 clusters
  Score: Raw -2032007.723961 + Penalty 3219.833735 = -2028787.890226
  nChanged 954
		SP:Iteration 3Q (3804.010000 sec): 3 clusters
  Score: Raw -2032426.284335 + Penalty 3219.833735 = -2029206.450600
  nChanged 1015
		SP:Iteration 4F (3804.060000 sec): 3 clusters
  Score: Raw -2032972.214428 + Penalty 3219.833735 = -2029752.380693
  nChanged 1247
		SP:Iteration 5F (3804.110000 sec): 3 clusters
  Score: Raw -2033821.027131 + Penalty 3219.833735 = -2030601.193396
  nChanged 1399
		SP:Iteration 6F (3804.160000 sec): 3 clusters
  Score: Raw -2034872.020614 + Penalty 3219.833735 = -2031652.186878
  nChanged 1419
		SP:Iteration 7F (3804.210000 sec): 3 clusters
  Score: Raw -2035883.851212 + Penalty 3219.833735 = -2032664.017476
  nChanged 1236
		SP:Iteration 8F (3804.270000 sec): 3 clusters
  Score: Raw -2036685.609093 + Penalty 3219.833735 = -2033465.775358
  nChanged 993
		SP:Iteration 9Q (3804.320000 sec): 3 clusters
  Score: Raw -2037199.854775 + Penalty 3219.833735 = -2033980.021040
  nChanged 748
		SP:Iteration 10Q (3804.370000 sec): 3 clusters
  Score: Raw -2037480.857007 + Penalty 3219.833735 = -2034261.023272
  nChanged 515
		SP:Iteration 11Q (3804.430000 sec): 3 clusters
  Score: Raw -2037623.980129 + Penalty 3219.833735 = -2034404.146393
  nChanged 350
		SP:Iteration 12Q (3804.480000 sec): 3 clusters
  Score: Raw -2037700.821708 + Penalty 3219.833735 = -2034480.987973
  nChanged 240
		SP:Iteration 13Q (3804.530000 sec): 3 clusters
  Score: Raw -2037747.078559 + Penalty 3219.833735 = -2034527.244824
  nChanged 173
		SP:Iteration 14Q (3804.580000 sec): 3 clusters
  Score: Raw -2037776.577249 + Penalty 3219.833735 = -2034556.743514
  nChanged 125
		SP:Iteration 15Q (3804.630000 sec): 3 clusters
  Score: Raw -2037793.942193 + Penalty 3219.833735 = -2034574.108458
  nChanged 102
		SP:Iteration 16Q (3804.690000 sec): 3 clusters
  Score: Raw -2037809.200655 + Penalty 3219.833735 = -2034589.366919
  nChanged 100
		SP:Iteration 17Q (3804.740000 sec): 3 clusters
  Score: Raw -2037824.637074 + Penalty 3219.833735 = -2034604.803338
  nChanged 95
		SP:Iteration 18Q (3804.790000 sec): 3 clusters
  Score: Raw -2037840.163283 + Penalty 3219.833735 = -2034620.329547
  nChanged 101
		SP:Iteration 19Q (3804.850000 sec): 3 clusters
  Score: Raw -2037857.858342 + Penalty 3219.833735 = -2034638.024607
  nChanged 113
		SP:Iteration 20F (3804.900000 sec): 3 clusters
  Score: Raw -2037878.592893 + Penalty 3219.833735 = -2034658.759158
  nChanged 112
		SP:Iteration 21Q (3804.950000 sec): 3 clusters
  Score: Raw -2037898.411346 + Penalty 3219.833735 = -2034678.577610
  nChanged 109
		SP:Iteration 22Q (3805.010000 sec): 3 clusters
  Score: Raw -2037916.072619 + Penalty 3219.833735 = -2034696.238884
  nChanged 105
		SP:Iteration 23Q (3805.060000 sec): 3 clusters
  Score: Raw -2037932.937695 + Penalty 3219.833735 = -2034713.103959
  nChanged 120
		SP:Iteration 24Q (3805.110000 sec): 3 clusters
  Score: Raw -2037955.420280 + Penalty 3219.833735 = -2034735.586545
  nChanged 110
		SP:Iteration 25Q (3805.170000 sec): 3 clusters
  Score: Raw -2037977.067228 + Penalty 3219.833735 = -2034757.233492
  nChanged 99
		SP:Iteration 26Q (3805.220000 sec): 3 clusters
  Score: Raw -2037996.316711 + Penalty 3219.833735 = -2034776.482975
  nChanged 115
		SP:Iteration 27Q (3805.270000 sec): 3 clusters
  Score: Raw -2038024.342956 + Penalty 3219.833735 = -2034804.509221
  nChanged 135
		SP:Iteration 28Q (3805.320000 sec): 3 clusters
  Score: Raw -2038059.455973 + Penalty 3219.833735 = -2034839.622237
  nChanged 132
		SP:Iteration 29Q (3805.370000 sec): 3 clusters
  Score: Raw -2038092.224672 + Penalty 3219.833735 = -2034872.390937
  nChanged 132
		SP:Iteration 30Q (3805.420000 sec): 3 clusters
  Score: Raw -2038125.870125 + Penalty 3219.833735 = -2034906.036389
  nChanged 147
		SP:Iteration 31Q (3805.470000 sec): 3 clusters
  Score: Raw -2038159.550306 + Penalty 3219.833735 = -2034939.716570
  nChanged 132
		SP:Iteration 32Q (3805.530000 sec): 3 clusters
  Score: Raw -2038186.945288 + Penalty 3219.833735 = -2034967.111552
  nChanged 131
		SP:Iteration 33Q (3805.580000 sec): 3 clusters
  Score: Raw -2038214.942989 + Penalty 3219.833735 = -2034995.109254
  nChanged 134
		SP:Iteration 34Q (3805.630000 sec): 3 clusters
  Score: Raw -2038244.154895 + Penalty 3219.833735 = -2035024.321159
  nChanged 117
		SP:Iteration 35Q (3805.680000 sec): 3 clusters
  Score: Raw -2038275.930164 + Penalty 3219.833735 = -2035056.096428
  nChanged 145
		SP:Iteration 36Q (3805.730000 sec): 3 clusters
  Score: Raw -2038317.965421 + Penalty 3219.833735 = -2035098.131686
  nChanged 168
		SP:Iteration 37Q (3805.780000 sec): 3 clusters
  Score: Raw -2038362.738649 + Penalty 3219.833735 = -2035142.904914
  nChanged 156
		SP:Iteration 38Q (3805.830000 sec): 3 clusters
  Score: Raw -2038400.173175 + Penalty 3219.833735 = -2035180.339440
  nChanged 127
		SP:Iteration 39Q (3805.880000 sec): 3 clusters
  Score: Raw -2038428.026483 + Penalty 3219.833735 = -2035208.192748
  nChanged 133
		SP:Iteration 40F (3805.930000 sec): 3 clusters
  Score: Raw -2038457.925243 + Penalty 3219.833735 = -2035238.091508
  nChanged 117
		SP:Iteration 41Q (3805.980000 sec): 3 clusters
  Score: Raw -2038482.942723 + Penalty 3219.833735 = -2035263.108988
  nChanged 103
		SP:Iteration 42Q (3806.030000 sec): 3 clusters
  Score: Raw -2038507.185068 + Penalty 3219.833735 = -2035287.351332
  nChanged 108
		SP:Iteration 43Q (3806.080000 sec): 3 clusters
  Score: Raw -2038530.290999 + Penalty 3219.833735 = -2035310.457264
  nChanged 105
		SP:Iteration 44Q (3806.130000 sec): 3 clusters
  Score: Raw -2038553.318965 + Penalty 3219.833735 = -2035333.485230
  nChanged 118
		SP:Iteration 45Q (3806.180000 sec): 3 clusters
  Score: Raw -2038577.896498 + Penalty 3219.833735 = -2035358.062762
  nChanged 118
		SP:Iteration 46Q (3806.230000 sec): 3 clusters
  Score: Raw -2038604.726114 + Penalty 3219.833735 = -2035384.892379
  nChanged 113
		SP:Iteration 47Q (3806.280000 sec): 3 clusters
  Score: Raw -2038630.568381 + Penalty 3219.833735 = -2035410.734645
  nChanged 116
		SP:Iteration 48Q (3806.320000 sec): 3 clusters
  Score: Raw -2038655.660056 + Penalty 3219.833735 = -2035435.826320
  nChanged 120
		SP:Iteration 49Q (3806.370000 sec): 3 clusters
  Score: Raw -2038682.460850 + Penalty 3219.833735 = -2035462.627115
  nChanged 123
		SP:Iteration 50Q (3806.420000 sec): 3 clusters
  Score: Raw -2038710.128915 + Penalty 3219.833735 = -2035490.295180
  nChanged 110
		SP:Iteration 51Q (3806.470000 sec): 3 clusters
  Score: Raw -2038736.771223 + Penalty 3219.833735 = -2035516.937488
  nChanged 114
		SP:Iteration 52Q (3806.510000 sec): 3 clusters
  Score: Raw -2038764.211749 + Penalty 3219.833735 = -2035544.378014
  nChanged 101
		SP:Iteration 53Q (3806.560000 sec): 3 clusters
  Score: Raw -2038789.923271 + Penalty 3219.833735 = -2035570.089535
  nChanged 110
		SP:Iteration 54Q (3806.600000 sec): 3 clusters
  Score: Raw -2038819.727105 + Penalty 3219.833735 = -2035599.893370
  nChanged 113
		SP:Iteration 55Q (3806.650000 sec): 3 clusters
  Score: Raw -2038846.889908 + Penalty 3219.833735 = -2035627.056172
  nChanged 98
		SP:Iteration 56Q (3806.690000 sec): 3 clusters
  Score: Raw -2038868.879574 + Penalty 3219.833735 = -2035649.045838
  nChanged 90
		SP:Iteration 57Q (3806.740000 sec): 3 clusters
  Score: Raw -2038889.922100 + Penalty 3219.833735 = -2035670.088364
  nChanged 98
		SP:Iteration 58Q (3806.790000 sec): 3 clusters
  Score: Raw -2038910.975965 + Penalty 3219.833735 = -2035691.142230
  nChanged 81
		SP:Iteration 59Q (3806.830000 sec): 3 clusters
  Score: Raw -2038926.023613 + Penalty 3219.833735 = -2035706.189878
  nChanged 74
		SP:Iteration 60F (3806.880000 sec): 3 clusters
  Score: Raw -2038943.591331 + Penalty 3219.833735 = -2035723.757595
  nChanged 78
		SP:Iteration 61Q (3806.930000 sec): 3 clusters
  Score: Raw -2038962.889542 + Penalty 3219.833735 = -2035743.055807
  nChanged 78
		SP:Iteration 62Q (3806.970000 sec): 3 clusters
  Score: Raw -2038983.455211 + Penalty 3219.833735 = -2035763.621476
  nChanged 85
		SP:Iteration 63Q (3807.020000 sec): 3 clusters
  Score: Raw -2039008.069094 + Penalty 3219.833735 = -2035788.235359
  nChanged 86
		SP:Iteration 64Q (3807.060000 sec): 3 clusters
  Score: Raw -2039030.137088 + Penalty 3219.833735 = -2035810.303353
  nChanged 75
		SP:Iteration 65Q (3807.110000 sec): 3 clusters
  Score: Raw -2039050.756655 + Penalty 3219.833735 = -2035830.922919
  nChanged 76
		SP:Iteration 66Q (3807.150000 sec): 3 clusters
  Score: Raw -2039073.845005 + Penalty 3219.833735 = -2035854.011270
  nChanged 83
		SP:Iteration 67Q (3807.190000 sec): 3 clusters
  Score: Raw -2039101.283769 + Penalty 3219.833735 = -2035881.450033
  nChanged 80
		SP:Iteration 68Q (3807.240000 sec): 3 clusters
  Score: Raw -2039130.110125 + Penalty 3219.833735 = -2035910.276389
  nChanged 78
		SP:Iteration 69Q (3807.280000 sec): 3 clusters
  Score: Raw -2039155.178585 + Penalty 3219.833735 = -2035935.344849
  nChanged 72
		SP:Iteration 70Q (3807.320000 sec): 3 clusters
  Score: Raw -2039175.673221 + Penalty 3219.833735 = -2035955.839485
  nChanged 64
		SP:Iteration 71Q (3807.360000 sec): 3 clusters
  Score: Raw -2039193.501499 + Penalty 3219.833735 = -2035973.667764
  nChanged 59
		SP:Iteration 72Q (3807.410000 sec): 3 clusters
  Score: Raw -2039213.560467 + Penalty 3219.833735 = -2035993.726732
  nChanged 62
		SP:Iteration 73Q (3807.450000 sec): 3 clusters
  Score: Raw -2039236.915707 + Penalty 3219.833735 = -2036017.081971
  nChanged 66
		SP:Iteration 74Q (3807.490000 sec): 3 clusters
  Score: Raw -2039261.155564 + Penalty 3219.833735 = -2036041.321828
  nChanged 62
		SP:Iteration 75Q (3807.530000 sec): 3 clusters
  Score: Raw -2039279.761887 + Penalty 3219.833735 = -2036059.928152
  nChanged 43
		SP:Iteration 76Q (3807.570000 sec): 3 clusters
  Score: Raw -2039293.242635 + Penalty 3219.833735 = -2036073.408899
  nChanged 52
		SP:Iteration 77Q (3807.610000 sec): 3 clusters
  Score: Raw -2039311.430729 + Penalty 3219.833735 = -2036091.596994
  nChanged 53
		SP:Iteration 78Q (3807.650000 sec): 3 clusters
  Score: Raw -2039336.066120 + Penalty 3219.833735 = -2036116.232385
  nChanged 56
		SP:Iteration 79Q (3807.700000 sec): 3 clusters
  Score: Raw -2039355.115371 + Penalty 3219.833735 = -2036135.281635
  nChanged 47
		SP:Iteration 80F (3807.750000 sec): 3 clusters
  Score: Raw -2039372.949475 + Penalty 3219.833735 = -2036153.115740
  nChanged 40
		SP:Iteration 81Q (3807.790000 sec): 3 clusters
  Score: Raw -2039384.889396 + Penalty 3219.833735 = -2036165.055660
  nChanged 35
		SP:Iteration 82Q (3807.830000 sec): 3 clusters
  Score: Raw -2039395.517308 + Penalty 3219.833735 = -2036175.683572
  nChanged 31
		SP:Iteration 83Q (3807.870000 sec): 3 clusters
  Score: Raw -2039407.732874 + Penalty 3219.833735 = -2036187.899138
  nChanged 32
		SP:Iteration 84Q (3807.910000 sec): 3 clusters
  Score: Raw -2039418.057948 + Penalty 3219.833735 = -2036198.224212
  nChanged 30
		SP:Iteration 85Q (3807.960000 sec): 3 clusters
  Score: Raw -2039426.806609 + Penalty 3219.833735 = -2036206.972873
  nChanged 30
		SP:Iteration 86Q (3808.000000 sec): 3 clusters
  Score: Raw -2039437.194347 + Penalty 3219.833735 = -2036217.360611
  nChanged 31
		SP:Iteration 87Q (3808.040000 sec): 3 clusters
  Score: Raw -2039445.958382 + Penalty 3219.833735 = -2036226.124646
  nChanged 22
		SP:Iteration 88Q (3808.080000 sec): 3 clusters
  Score: Raw -2039451.945605 + Penalty 3219.833735 = -2036232.111869
  nChanged 24
		SP:Iteration 89Q (3808.120000 sec): 3 clusters
  Score: Raw -2039458.108951 + Penalty 3219.833735 = -2036238.275216
  nChanged 22
		SP:Iteration 90Q (3808.160000 sec): 3 clusters
  Score: Raw -2039464.595782 + Penalty 3219.833735 = -2036244.762047
  nChanged 17
		SP:Iteration 91Q (3808.200000 sec): 3 clusters
  Score: Raw -2039468.742805 + Penalty 3219.833735 = -2036248.909069
  nChanged 17
		SP:Iteration 92Q (3808.240000 sec): 3 clusters
  Score: Raw -2039472.352348 + Penalty 3219.833735 = -2036252.518613
  nChanged 12
		SP:Iteration 93Q (3808.280000 sec): 3 clusters
  Score: Raw -2039474.942088 + Penalty 3219.833735 = -2036255.108352
  nChanged 7
		SP:Iteration 94Q (3808.320000 sec): 3 clusters
  Score: Raw -2039476.211994 + Penalty 3219.833735 = -2036256.378259
  nChanged 6
		SP:Iteration 95Q (3808.360000 sec): 3 clusters
  Score: Raw -2039476.928886 + Penalty 3219.833735 = -2036257.095150
  nChanged 5
		SP:Iteration 96Q (3808.400000 sec): 3 clusters
  Score: Raw -2039477.769858 + Penalty 3219.833735 = -2036257.936122
  nChanged 7
		SP:Iteration 97Q (3808.440000 sec): 3 clusters
  Score: Raw -2039478.979136 + Penalty 3219.833735 = -2036259.145400
  nChanged 6
		SP:Iteration 98Q (3808.480000 sec): 3 clusters
  Score: Raw -2039480.679338 + Penalty 3219.833735 = -2036260.845603
  nChanged 5
		SP:Iteration 99Q (3808.520000 sec): 3 clusters
  Score: Raw -2039481.779225 + Penalty 3219.833735 = -2036261.945489
  nChanged 2
		SP:Iteration 100F (3808.570000 sec): 3 clusters
  Score: Raw -2039482.397850 + Penalty 3219.833735 = -2036262.564114
  nChanged 3
		SP:Iteration 101Q (3808.610000 sec): 3 clusters
  Score: Raw -2039482.913842 + Penalty 3219.833735 = -2036263.080107
  nChanged 5
		SP:Iteration 102Q (3808.650000 sec): 3 clusters
  Score: Raw -2039483.735606 + Penalty 3219.833735 = -2036263.901870
  nChanged 5
		SP:Iteration 103Q (3808.690000 sec): 3 clusters
  Score: Raw -2039484.800440 + Penalty 3219.833735 = -2036264.966704
  nChanged 3
		SP:Iteration 104Q (3808.730000 sec): 3 clusters
  Score: Raw -2039485.596724 + Penalty 3219.833735 = -2036265.762988
  nChanged 4
		SP:Iteration 105Q (3808.770000 sec): 3 clusters
  Score: Raw -2039486.627516 + Penalty 3219.833735 = -2036266.793781
  nChanged 3
		SP:Iteration 106Q (3808.810000 sec): 3 clusters
  Score: Raw -2039487.340975 + Penalty 3219.833735 = -2036267.507240
  nChanged 5
		SP:Iteration 107Q (3808.850000 sec): 3 clusters
  Score: Raw -2039488.257634 + Penalty 3219.833735 = -2036268.423898
  nChanged 2
		SP:Iteration 108Q (3808.880000 sec): 3 clusters
  Score: Raw -2039488.743026 + Penalty 3219.833735 = -2036268.909290
  nChanged 3
		SP:Iteration 109Q (3808.920000 sec): 3 clusters
  Score: Raw -2039489.511163 + Penalty 3219.833735 = -2036269.677427
  nChanged 2
		SP:Iteration 110Q (3808.960000 sec): 3 clusters
  Score: Raw -2039489.906878 + Penalty 3219.833735 = -2036270.073142
  nChanged 0
		SP:Iteration 111F (3809.010000 sec): 3 clusters
  Score: Raw -2039489.906878 + Penalty 3219.833735 = -2036270.073142
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 10 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3809.040000 sec): 2 clusters
  Score: Raw -407313.494597 + Penalty 1355.246518 = -405958.248080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3809.050000 sec): 3 clusters
  Score: Raw -405240.835360 + Penalty 2710.493036 = -402530.342324
  nChanged 1647
		SP:Iteration 1F (3809.060000 sec): 3 clusters
  Score: Raw -406372.158476 + Penalty 2710.493036 = -403661.665440
  nChanged 414
		SP:Iteration 2F (3809.070000 sec): 3 clusters
  Score: Raw -406840.384477 + Penalty 2710.493036 = -404129.891441
  nChanged 381
		SP:Iteration 3F (3809.080000 sec): 3 clusters
  Score: Raw -407231.833167 + Penalty 2710.493036 = -404521.340131
  nChanged 290
		SP:Iteration 4F (3809.090000 sec): 3 clusters
  Score: Raw -407528.303584 + Penalty 2710.493036 = -404817.810548
  nChanged 237
		SP:Iteration 5F (3809.100000 sec): 3 clusters
  Score: Raw -407733.301591 + Penalty 2710.493036 = -405022.808555
  nChanged 174
		SP:Iteration 6Q (3809.110000 sec): 3 clusters
  Score: Raw -407878.977817 + Penalty 2710.493036 = -405168.484781
  nChanged 124
		SP:Iteration 7Q (3809.120000 sec): 3 clusters
  Score: Raw -407985.235128 + Penalty 2710.493036 = -405274.742092
  nChanged 95
		SP:Iteration 8Q (3809.130000 sec): 3 clusters
  Score: Raw -408052.706237 + Penalty 2710.493036 = -405342.213201
  nChanged 69
		SP:Iteration 9Q (3809.140000 sec): 3 clusters
  Score: Raw -408101.982321 + Penalty 2710.493036 = -405391.489286
  nChanged 51
		SP:Iteration 10Q (3809.150000 sec): 3 clusters
  Score: Raw -408132.645534 + Penalty 2710.493036 = -405422.152498
  nChanged 47
		SP:Iteration 11Q (3809.160000 sec): 3 clusters
  Score: Raw -408162.113924 + Penalty 2710.493036 = -405451.620888
  nChanged 47
		SP:Iteration 12Q (3809.170000 sec): 3 clusters
  Score: Raw -408192.090001 + Penalty 2710.493036 = -405481.596966
  nChanged 37
		SP:Iteration 13Q (3809.180000 sec): 3 clusters
  Score: Raw -408211.487281 + Penalty 2710.493036 = -405500.994246
  nChanged 30
		SP:Iteration 14Q (3809.190000 sec): 3 clusters
  Score: Raw -408224.445132 + Penalty 2710.493036 = -405513.952096
  nChanged 14
		SP:Iteration 15Q (3809.200000 sec): 3 clusters
  Score: Raw -408229.785299 + Penalty 2710.493036 = -405519.292263
  nChanged 13
		SP:Iteration 16Q (3809.210000 sec): 3 clusters
  Score: Raw -408234.235899 + Penalty 2710.493036 = -405523.742863
  nChanged 10
		SP:Iteration 17Q (3809.210000 sec): 3 clusters
  Score: Raw -408238.386214 + Penalty 2710.493036 = -405527.893178
  nChanged 8
		SP:Iteration 18Q (3809.220000 sec): 3 clusters
  Score: Raw -408241.011547 + Penalty 2710.493036 = -405530.518511
  nChanged 10
		SP:Iteration 19Q (3809.230000 sec): 3 clusters
  Score: Raw -408243.490187 + Penalty 2710.493036 = -405532.997151
  nChanged 8
		SP:Iteration 20F (3809.240000 sec): 3 clusters
  Score: Raw -408247.365003 + Penalty 2710.493036 = -405536.871967
  nChanged 9
		SP:Iteration 21Q (3809.250000 sec): 3 clusters
  Score: Raw -408249.485859 + Penalty 2710.493036 = -405538.992823
  nChanged 3
		SP:Iteration 22Q (3809.260000 sec): 3 clusters
  Score: Raw -408249.996048 + Penalty 2710.493036 = -405539.503012
  nChanged 3
		SP:Iteration 23Q (3809.270000 sec): 3 clusters
  Score: Raw -408250.705112 + Penalty 2710.493036 = -405540.212076
  nChanged 5
		SP:Iteration 24Q (3809.280000 sec): 3 clusters
  Score: Raw -408252.322569 + Penalty 2710.493036 = -405541.829533
  nChanged 8
		SP:Iteration 25Q (3809.290000 sec): 3 clusters
  Score: Raw -408254.076532 + Penalty 2710.493036 = -405543.583496
  nChanged 6
		SP:Iteration 26Q (3809.300000 sec): 3 clusters
  Score: Raw -408255.751213 + Penalty 2710.493036 = -405545.258177
  nChanged 4
		SP:Iteration 27Q (3809.310000 sec): 3 clusters
  Score: Raw -408257.231834 + Penalty 2710.493036 = -405546.738799
  nChanged 2
		SP:Iteration 28Q (3809.310000 sec): 3 clusters
  Score: Raw -408257.903182 + Penalty 2710.493036 = -405547.410146
  nChanged 2
		SP:Iteration 29Q (3809.320000 sec): 3 clusters
  Score: Raw -408258.251147 + Penalty 2710.493036 = -405547.758111
  nChanged 1
		SP:Iteration 30Q (3809.330000 sec): 3 clusters
  Score: Raw -408258.527983 + Penalty 2710.493036 = -405548.034947
  nChanged 1
		SP:Iteration 31Q (3809.340000 sec): 3 clusters
  Score: Raw -408258.634785 + Penalty 2710.493036 = -405548.141749
  nChanged 1
		SP:Iteration 32Q (3809.350000 sec): 3 clusters
  Score: Raw -408258.843115 + Penalty 2710.493036 = -405548.350079
  nChanged 2
		SP:Iteration 33Q (3809.360000 sec): 3 clusters
  Score: Raw -408259.253225 + Penalty 2710.493036 = -405548.760189
  nChanged 0
		SP:Iteration 34F (3809.370000 sec): 3 clusters
  Score: Raw -408259.253225 + Penalty 2710.493036 = -405548.760189
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 11 (21953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3809.450000 sec): 2 clusters
  Score: Raw -2223734.106631 + Penalty 1624.457101 = -2222109.649530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3809.510000 sec): 3 clusters
  Score: Raw -2210466.568917 + Penalty 3248.914202 = -2207217.654715
  nChanged 9882
		SP:Iteration 1F (3809.570000 sec): 3 clusters
  Score: Raw -2215985.238383 + Penalty 3248.914202 = -2212736.324181
  nChanged 1156
		SP:Iteration 2F (3809.630000 sec): 3 clusters
  Score: Raw -2216484.709580 + Penalty 3248.914202 = -2213235.795378
  nChanged 1198
		SP:Iteration 3F (3809.680000 sec): 3 clusters
  Score: Raw -2217080.029391 + Penalty 3248.914202 = -2213831.115189
  nChanged 1349
		SP:Iteration 4F (3809.740000 sec): 3 clusters
  Score: Raw -2217841.318831 + Penalty 3248.914202 = -2214592.404629
  nChanged 1513
		SP:Iteration 5F (3809.800000 sec): 3 clusters
  Score: Raw -2218848.396256 + Penalty 3248.914202 = -2215599.482054
  nChanged 1600
		SP:Iteration 6F (3809.860000 sec): 3 clusters
  Score: Raw -2220010.795450 + Penalty 3248.914202 = -2216761.881248
  nChanged 1448
		SP:Iteration 7F (3809.920000 sec): 3 clusters
  Score: Raw -2221172.537589 + Penalty 3248.914202 = -2217923.623387
  nChanged 1225
		SP:Iteration 8F (3809.980000 sec): 3 clusters
  Score: Raw -2222177.298045 + Penalty 3248.914202 = -2218928.383843
  nChanged 932
		SP:Iteration 9Q (3810.040000 sec): 3 clusters
  Score: Raw -2222938.262478 + Penalty 3248.914202 = -2219689.348275
  nChanged 660
		SP:Iteration 10Q (3810.090000 sec): 3 clusters
  Score: Raw -2223493.828372 + Penalty 3248.914202 = -2220244.914170
  nChanged 430
		SP:Iteration 11Q (3810.150000 sec): 3 clusters
  Score: Raw -2223864.498023 + Penalty 3248.914202 = -2220615.583821
  nChanged 254
		SP:Iteration 12Q (3810.190000 sec): 3 clusters
  Score: Raw -2224073.496121 + Penalty 3248.914202 = -2220824.581919
  nChanged 172
		SP:Iteration 13Q (3810.240000 sec): 3 clusters
  Score: Raw -2224218.328259 + Penalty 3248.914202 = -2220969.414057
  nChanged 125
		SP:Iteration 14Q (3810.290000 sec): 3 clusters
  Score: Raw -2224327.834974 + Penalty 3248.914202 = -2221078.920772
  nChanged 93
		SP:Iteration 15Q (3810.330000 sec): 3 clusters
  Score: Raw -2224410.523803 + Penalty 3248.914202 = -2221161.609601
  nChanged 72
		SP:Iteration 16Q (3810.380000 sec): 3 clusters
  Score: Raw -2224477.054937 + Penalty 3248.914202 = -2221228.140735
  nChanged 64
		SP:Iteration 17Q (3810.420000 sec): 3 clusters
  Score: Raw -2224536.282417 + Penalty 3248.914202 = -2221287.368215
  nChanged 49
		SP:Iteration 18Q (3810.460000 sec): 3 clusters
  Score: Raw -2224597.455665 + Penalty 3248.914202 = -2221348.541463
  nChanged 47
		SP:Iteration 19Q (3810.500000 sec): 3 clusters
  Score: Raw -2224643.815233 + Penalty 3248.914202 = -2221394.901031
  nChanged 45
		SP:Iteration 20F (3810.560000 sec): 3 clusters
  Score: Raw -2224681.478917 + Penalty 3248.914202 = -2221432.564715
  nChanged 41
		SP:Iteration 21Q (3810.600000 sec): 3 clusters
  Score: Raw -2224716.992161 + Penalty 3248.914202 = -2221468.077959
  nChanged 28
		SP:Iteration 22Q (3810.650000 sec): 3 clusters
  Score: Raw -2224744.738190 + Penalty 3248.914202 = -2221495.823988
  nChanged 20
		SP:Iteration 23Q (3810.690000 sec): 3 clusters
  Score: Raw -2224755.013552 + Penalty 3248.914202 = -2221506.099349
  nChanged 10
		SP:Iteration 24Q (3810.730000 sec): 3 clusters
  Score: Raw -2224759.614691 + Penalty 3248.914202 = -2221510.700489
  nChanged 8
		SP:Iteration 25Q (3810.770000 sec): 3 clusters
  Score: Raw -2224762.793835 + Penalty 3248.914202 = -2221513.879633
  nChanged 4
		SP:Iteration 26Q (3810.810000 sec): 3 clusters
  Score: Raw -2224765.186985 + Penalty 3248.914202 = -2221516.272783
  nChanged 4
		SP:Iteration 27Q (3810.850000 sec): 3 clusters
  Score: Raw -2224767.439851 + Penalty 3248.914202 = -2221518.525649
  nChanged 5
		SP:Iteration 28Q (3810.890000 sec): 3 clusters
  Score: Raw -2224769.384441 + Penalty 3248.914202 = -2221520.470239
  nChanged 4
		SP:Iteration 29Q (3810.930000 sec): 3 clusters
  Score: Raw -2224771.185428 + Penalty 3248.914202 = -2221522.271226
  nChanged 4
		SP:Iteration 30Q (3810.970000 sec): 3 clusters
  Score: Raw -2224772.923468 + Penalty 3248.914202 = -2221524.009266
  nChanged 4
		SP:Iteration 31Q (3811.010000 sec): 3 clusters
  Score: Raw -2224774.477229 + Penalty 3248.914202 = -2221525.563027
  nChanged 1
		SP:Iteration 32Q (3811.050000 sec): 3 clusters
  Score: Raw -2224774.692757 + Penalty 3248.914202 = -2221525.778555
  nChanged 1
		SP:Iteration 33Q (3811.090000 sec): 3 clusters
  Score: Raw -2224775.249973 + Penalty 3248.914202 = -2221526.335771
  nChanged 1
		SP:Iteration 34Q (3811.140000 sec): 3 clusters
  Score: Raw -2224775.398487 + Penalty 3248.914202 = -2221526.484285
  nChanged 0
		SP:Iteration 35F (3811.190000 sec): 3 clusters
  Score: Raw -2224775.398487 + Penalty 3248.914202 = -2221526.484285
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 12 (60591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3811.390000 sec): 2 clusters
  Score: Raw -6218930.402605 + Penalty 1789.434018 = -6217140.968588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3811.550000 sec): 3 clusters
  Score: Raw -6180328.382002 + Penalty 3578.868035 = -6176749.513967
  nChanged 28666
		SP:Iteration 1F (3811.710000 sec): 3 clusters
  Score: Raw -6196723.931937 + Penalty 3578.868035 = -6193145.063902
  nChanged 2428
		SP:Iteration 2Q (3811.880000 sec): 3 clusters
  Score: Raw -6197511.658504 + Penalty 3578.868035 = -6193932.790469
  nChanged 2941
		SP:Iteration 3Q (3812.050000 sec): 3 clusters
  Score: Raw -6198820.320596 + Penalty 3578.868035 = -6195241.452561
  nChanged 3800
		SP:Iteration 4F (3812.210000 sec): 3 clusters
  Score: Raw -6201065.605251 + Penalty 3578.868035 = -6197486.737216
  nChanged 4706
		SP:Iteration 5F (3812.360000 sec): 3 clusters
  Score: Raw -6204613.309873 + Penalty 3578.868035 = -6201034.441838
  nChanged 5127
		SP:Iteration 6F (3812.520000 sec): 3 clusters
  Score: Raw -6209257.453696 + Penalty 3578.868035 = -6205678.585661
  nChanged 4572
		SP:Iteration 7F (3812.680000 sec): 3 clusters
  Score: Raw -6213742.263363 + Penalty 3578.868035 = -6210163.395328
  nChanged 2995
		SP:Iteration 8Q (3812.840000 sec): 3 clusters
  Score: Raw -6216631.731633 + Penalty 3578.868035 = -6213052.863598
  nChanged 1570
		SP:Iteration 9Q (3813.000000 sec): 3 clusters
  Score: Raw -6218104.064584 + Penalty 3578.868035 = -6214525.196549
  nChanged 653
		SP:Iteration 10Q (3813.140000 sec): 3 clusters
  Score: Raw -6218717.310475 + Penalty 3578.868035 = -6215138.442440
  nChanged 213
		SP:Iteration 11Q (3813.260000 sec): 3 clusters
  Score: Raw -6218930.856665 + Penalty 3578.868035 = -6215351.988630
  nChanged 81
		SP:Iteration 12Q (3813.380000 sec): 3 clusters
  Score: Raw -6219034.124910 + Penalty 3578.868035 = -6215455.256875
  nChanged 45
		SP:Iteration 13Q (3813.490000 sec): 3 clusters
  Score: Raw -6219086.110416 + Penalty 3578.868035 = -6215507.242381
  nChanged 24
		SP:Iteration 14Q (3813.600000 sec): 3 clusters
  Score: Raw -6219108.001399 + Penalty 3578.868035 = -6215529.133364
  nChanged 12
		SP:Iteration 15Q (3813.710000 sec): 3 clusters
  Score: Raw -6219121.184782 + Penalty 3578.868035 = -6215542.316747
  nChanged 6
		SP:Iteration 16Q (3813.830000 sec): 3 clusters
  Score: Raw -6219130.380360 + Penalty 3578.868035 = -6215551.512325
  nChanged 7
		SP:Iteration 17Q (3813.940000 sec): 3 clusters
  Score: Raw -6219138.133277 + Penalty 3578.868035 = -6215559.265242
  nChanged 9
		SP:Iteration 18Q (3814.060000 sec): 3 clusters
  Score: Raw -6219148.084409 + Penalty 3578.868035 = -6215569.216374
  nChanged 8
		SP:Iteration 19Q (3814.170000 sec): 3 clusters
  Score: Raw -6219161.153628 + Penalty 3578.868035 = -6215582.285593
  nChanged 9
		SP:Iteration 20F (3814.320000 sec): 3 clusters
  Score: Raw -6219176.162527 + Penalty 3578.868035 = -6215597.294492
  nChanged 9
		SP:Iteration 21Q (3814.430000 sec): 3 clusters
  Score: Raw -6219192.692314 + Penalty 3578.868035 = -6215613.824279
  nChanged 5
		SP:Iteration 22Q (3814.540000 sec): 3 clusters
  Score: Raw -6219200.138513 + Penalty 3578.868035 = -6215621.270478
  nChanged 2
		SP:Iteration 23Q (3814.650000 sec): 3 clusters
  Score: Raw -6219203.949936 + Penalty 3578.868035 = -6215625.081901
  nChanged 3
		SP:Iteration 24Q (3814.760000 sec): 3 clusters
  Score: Raw -6219208.549993 + Penalty 3578.868035 = -6215629.681958
  nChanged 4
		SP:Iteration 25Q (3814.870000 sec): 3 clusters
  Score: Raw -6219212.550657 + Penalty 3578.868035 = -6215633.682622
  nChanged 5
		SP:Iteration 26Q (3814.980000 sec): 3 clusters
  Score: Raw -6219219.590978 + Penalty 3578.868035 = -6215640.722943
  nChanged 3
		SP:Iteration 27Q (3815.080000 sec): 3 clusters
  Score: Raw -6219224.357134 + Penalty 3578.868035 = -6215645.489099
  nChanged 2
		SP:Iteration 28Q (3815.190000 sec): 3 clusters
  Score: Raw -6219226.309507 + Penalty 3578.868035 = -6215647.441472
  nChanged 0
		SP:Iteration 29F (3815.350000 sec): 3 clusters
  Score: Raw -6219226.309507 + Penalty 3578.868035 = -6215647.441472
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 13 (6426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3815.400000 sec): 2 clusters
  Score: Raw -630651.936633 + Penalty 1424.817475 = -629227.119158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3815.420000 sec): 3 clusters
  Score: Raw -627205.115090 + Penalty 2849.634950 = -624355.480139
  nChanged 2711
		SP:Iteration 1F (3815.430000 sec): 3 clusters
  Score: Raw -628676.642993 + Penalty 2849.634950 = -625827.008043
  nChanged 461
		SP:Iteration 2F (3815.450000 sec): 3 clusters
  Score: Raw -628921.731520 + Penalty 2849.634950 = -626072.096570
  nChanged 359
		SP:Iteration 3F (3815.460000 sec): 3 clusters
  Score: Raw -629107.237854 + Penalty 2849.634950 = -626257.602904
  nChanged 322
		SP:Iteration 4F (3815.480000 sec): 3 clusters
  Score: Raw -629269.445031 + Penalty 2849.634950 = -626419.810080
  nChanged 276
		SP:Iteration 5Q (3815.500000 sec): 3 clusters
  Score: Raw -629415.212413 + Penalty 2849.634950 = -626565.577462
  nChanged 270
		SP:Iteration 6Q (3815.510000 sec): 3 clusters
  Score: Raw -629557.119594 + Penalty 2849.634950 = -626707.484644
  nChanged 266
		SP:Iteration 7Q (3815.530000 sec): 3 clusters
  Score: Raw -629714.350234 + Penalty 2849.634950 = -626864.715284
  nChanged 299
		SP:Iteration 8Q (3815.540000 sec): 3 clusters
  Score: Raw -629898.417703 + Penalty 2849.634950 = -627048.782752
  nChanged 243
		SP:Iteration 9Q (3815.560000 sec): 3 clusters
  Score: Raw -630036.358708 + Penalty 2849.634950 = -627186.723758
  nChanged 226
		SP:Iteration 10Q (3815.580000 sec): 3 clusters
  Score: Raw -630166.577341 + Penalty 2849.634950 = -627316.942391
  nChanged 167
		SP:Iteration 11Q (3815.590000 sec): 3 clusters
  Score: Raw -630260.950845 + Penalty 2849.634950 = -627411.315894
  nChanged 138
		SP:Iteration 12Q (3815.610000 sec): 3 clusters
  Score: Raw -630339.737734 + Penalty 2849.634950 = -627490.102784
  nChanged 113
		SP:Iteration 13Q (3815.620000 sec): 3 clusters
  Score: Raw -630401.353614 + Penalty 2849.634950 = -627551.718664
  nChanged 106
		SP:Iteration 14Q (3815.640000 sec): 3 clusters
  Score: Raw -630470.097235 + Penalty 2849.634950 = -627620.462285
  nChanged 92
		SP:Iteration 15Q (3815.660000 sec): 3 clusters
  Score: Raw -630531.440505 + Penalty 2849.634950 = -627681.805555
  nChanged 71
		SP:Iteration 16Q (3815.670000 sec): 3 clusters
  Score: Raw -630575.917259 + Penalty 2849.634950 = -627726.282309
  nChanged 56
		SP:Iteration 17Q (3815.690000 sec): 3 clusters
  Score: Raw -630605.425626 + Penalty 2849.634950 = -627755.790676
  nChanged 47
		SP:Iteration 18Q (3815.700000 sec): 3 clusters
  Score: Raw -630630.136047 + Penalty 2849.634950 = -627780.501096
  nChanged 40
		SP:Iteration 19Q (3815.720000 sec): 3 clusters
  Score: Raw -630653.806911 + Penalty 2849.634950 = -627804.171960
  nChanged 42
		SP:Iteration 20F (3815.740000 sec): 3 clusters
  Score: Raw -630689.561002 + Penalty 2849.634950 = -627839.926051
  nChanged 39
		SP:Iteration 21Q (3815.750000 sec): 3 clusters
  Score: Raw -630714.426499 + Penalty 2849.634950 = -627864.791549
  nChanged 26
		SP:Iteration 22Q (3815.760000 sec): 3 clusters
  Score: Raw -630732.483667 + Penalty 2849.634950 = -627882.848717
  nChanged 29
		SP:Iteration 23Q (3815.780000 sec): 3 clusters
  Score: Raw -630750.790753 + Penalty 2849.634950 = -627901.155803
  nChanged 23
		SP:Iteration 24Q (3815.790000 sec): 3 clusters
  Score: Raw -630765.671985 + Penalty 2849.634950 = -627916.037035
  nChanged 11
		SP:Iteration 25Q (3815.810000 sec): 3 clusters
  Score: Raw -630776.856777 + Penalty 2849.634950 = -627927.221826
  nChanged 17
		SP:Iteration 26Q (3815.820000 sec): 3 clusters
  Score: Raw -630786.015411 + Penalty 2849.634950 = -627936.380460
  nChanged 8
		SP:Iteration 27Q (3815.840000 sec): 3 clusters
  Score: Raw -630792.124625 + Penalty 2849.634950 = -627942.489674
  nChanged 9
		SP:Iteration 28Q (3815.850000 sec): 3 clusters
  Score: Raw -630798.695628 + Penalty 2849.634950 = -627949.060678
  nChanged 8
		SP:Iteration 29Q (3815.860000 sec): 3 clusters
  Score: Raw -630804.323995 + Penalty 2849.634950 = -627954.689044
  nChanged 11
		SP:Iteration 30Q (3815.880000 sec): 3 clusters
  Score: Raw -630811.540202 + Penalty 2849.634950 = -627961.905251
  nChanged 7
		SP:Iteration 31Q (3815.890000 sec): 3 clusters
  Score: Raw -630815.756565 + Penalty 2849.634950 = -627966.121614
  nChanged 3
		SP:Iteration 32Q (3815.910000 sec): 3 clusters
  Score: Raw -630817.877989 + Penalty 2849.634950 = -627968.243039
  nChanged 4
		SP:Iteration 33Q (3815.920000 sec): 3 clusters
  Score: Raw -630820.119407 + Penalty 2849.634950 = -627970.484456
  nChanged 6
		SP:Iteration 34Q (3815.940000 sec): 3 clusters
  Score: Raw -630823.374168 + Penalty 2849.634950 = -627973.739218
  nChanged 2
		SP:Iteration 35Q (3815.950000 sec): 3 clusters
  Score: Raw -630824.073087 + Penalty 2849.634950 = -627974.438136
  nChanged 0
		SP:Iteration 36F (3815.960000 sec): 3 clusters
  Score: Raw -630824.073087 + Penalty 2849.634950 = -627974.438136
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 14 (4958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3815.980000 sec): 2 clusters
  Score: Raw -496494.284696 + Penalty 1382.673128 = -495111.611568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3816.000000 sec): 3 clusters
  Score: Raw -493925.283609 + Penalty 2765.346257 = -491159.937353
  nChanged 1983
		SP:Iteration 1F (3816.010000 sec): 3 clusters
  Score: Raw -495077.773214 + Penalty 2765.346257 = -492312.426957
  nChanged 387
		SP:Iteration 2F (3816.020000 sec): 3 clusters
  Score: Raw -495321.474977 + Penalty 2765.346257 = -492556.128721
  nChanged 325
		SP:Iteration 3F (3816.040000 sec): 3 clusters
  Score: Raw -495524.583652 + Penalty 2765.346257 = -492759.237395
  nChanged 284
		SP:Iteration 4F (3816.050000 sec): 3 clusters
  Score: Raw -495705.630138 + Penalty 2765.346257 = -492940.283882
  nChanged 247
		SP:Iteration 5Q (3816.060000 sec): 3 clusters
  Score: Raw -495865.419482 + Penalty 2765.346257 = -493100.073226
  nChanged 209
		SP:Iteration 6Q (3816.070000 sec): 3 clusters
  Score: Raw -496001.432442 + Penalty 2765.346257 = -493236.086185
  nChanged 170
		SP:Iteration 7Q (3816.090000 sec): 3 clusters
  Score: Raw -496121.863326 + Penalty 2765.346257 = -493356.517069
  nChanged 160
		SP:Iteration 8Q (3816.100000 sec): 3 clusters
  Score: Raw -496243.830581 + Penalty 2765.346257 = -493478.484324
  nChanged 133
		SP:Iteration 9Q (3816.110000 sec): 3 clusters
  Score: Raw -496340.438342 + Penalty 2765.346257 = -493575.092086
  nChanged 109
		SP:Iteration 10Q (3816.120000 sec): 3 clusters
  Score: Raw -496404.188370 + Penalty 2765.346257 = -493638.842114
  nChanged 85
		SP:Iteration 11Q (3816.140000 sec): 3 clusters
  Score: Raw -496459.929640 + Penalty 2765.346257 = -493694.583384
  nChanged 80
		SP:Iteration 12Q (3816.150000 sec): 3 clusters
  Score: Raw -496505.521979 + Penalty 2765.346257 = -493740.175722
  nChanged 59
		SP:Iteration 13Q (3816.160000 sec): 3 clusters
  Score: Raw -496541.062436 + Penalty 2765.346257 = -493775.716180
  nChanged 46
		SP:Iteration 14Q (3816.170000 sec): 3 clusters
  Score: Raw -496567.125607 + Penalty 2765.346257 = -493801.779350
  nChanged 40
		SP:Iteration 15Q (3816.180000 sec): 3 clusters
  Score: Raw -496592.275442 + Penalty 2765.346257 = -493826.929186
  nChanged 29
		SP:Iteration 16Q (3816.200000 sec): 3 clusters
  Score: Raw -496609.280896 + Penalty 2765.346257 = -493843.934640
  nChanged 20
		SP:Iteration 17Q (3816.210000 sec): 3 clusters
  Score: Raw -496619.392195 + Penalty 2765.346257 = -493854.045939
  nChanged 15
		SP:Iteration 18Q (3816.220000 sec): 3 clusters
  Score: Raw -496632.629580 + Penalty 2765.346257 = -493867.283323
  nChanged 26
		SP:Iteration 19Q (3816.230000 sec): 3 clusters
  Score: Raw -496652.593699 + Penalty 2765.346257 = -493887.247443
  nChanged 22
		SP:Iteration 20F (3816.240000 sec): 3 clusters
  Score: Raw -496664.580821 + Penalty 2765.346257 = -493899.234564
  nChanged 22
		SP:Iteration 21Q (3816.260000 sec): 3 clusters
  Score: Raw -496678.365605 + Penalty 2765.346257 = -493913.019348
  nChanged 15
		SP:Iteration 22Q (3816.260000 sec): 3 clusters
  Score: Raw -496685.554585 + Penalty 2765.346257 = -493920.208328
  nChanged 12
		SP:Iteration 23Q (3816.280000 sec): 3 clusters
  Score: Raw -496691.624376 + Penalty 2765.346257 = -493926.278120
  nChanged 4
		SP:Iteration 24Q (3816.290000 sec): 3 clusters
  Score: Raw -496693.192767 + Penalty 2765.346257 = -493927.846511
  nChanged 3
		SP:Iteration 25Q (3816.300000 sec): 3 clusters
  Score: Raw -496695.708399 + Penalty 2765.346257 = -493930.362142
  nChanged 2
		SP:Iteration 26Q (3816.310000 sec): 3 clusters
  Score: Raw -496697.638937 + Penalty 2765.346257 = -493932.292680
  nChanged 0
		SP:Iteration 27F (3816.320000 sec): 3 clusters
  Score: Raw -496697.638937 + Penalty 2765.346257 = -493932.292680
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 15 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3816.330000 sec): 2 clusters
  Score: Raw -152767.313876 + Penalty 1206.135726 = -151561.178150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3816.340000 sec): 3 clusters
  Score: Raw -152068.757867 + Penalty 2412.271453 = -149656.486414
  nChanged 582
		SP:Iteration 1F (3816.340000 sec): 3 clusters
  Score: Raw -152537.307543 + Penalty 2412.271453 = -150125.036090
  nChanged 143
		SP:Iteration 2F (3816.340000 sec): 3 clusters
  Score: Raw -152652.917502 + Penalty 2412.271453 = -150240.646049
  nChanged 83
		SP:Iteration 3Q (3816.350000 sec): 3 clusters
  Score: Raw -152731.867031 + Penalty 2412.271453 = -150319.595579
  nChanged 64
		SP:Iteration 4Q (3816.350000 sec): 3 clusters
  Score: Raw -152798.284811 + Penalty 2412.271453 = -150386.013358
  nChanged 51
		SP:Iteration 5Q (3816.360000 sec): 3 clusters
  Score: Raw -152840.818458 + Penalty 2412.271453 = -150428.547005
  nChanged 44
		SP:Iteration 6Q (3816.360000 sec): 3 clusters
  Score: Raw -152879.269237 + Penalty 2412.271453 = -150466.997784
  nChanged 28
		SP:Iteration 7Q (3816.360000 sec): 3 clusters
  Score: Raw -152899.485532 + Penalty 2412.271453 = -150487.214080
  nChanged 27
		SP:Iteration 8Q (3816.370000 sec): 3 clusters
  Score: Raw -152922.444626 + Penalty 2412.271453 = -150510.173173
  nChanged 22
		SP:Iteration 9Q (3816.370000 sec): 3 clusters
  Score: Raw -152939.849339 + Penalty 2412.271453 = -150527.577886
  nChanged 18
		SP:Iteration 10Q (3816.380000 sec): 3 clusters
  Score: Raw -152950.101804 + Penalty 2412.271453 = -150537.830351
  nChanged 13
		SP:Iteration 11Q (3816.380000 sec): 3 clusters
  Score: Raw -152959.479474 + Penalty 2412.271453 = -150547.208021
  nChanged 13
		SP:Iteration 12Q (3816.380000 sec): 3 clusters
  Score: Raw -152969.019923 + Penalty 2412.271453 = -150556.748470
  nChanged 10
		SP:Iteration 13Q (3816.390000 sec): 3 clusters
  Score: Raw -152977.895076 + Penalty 2412.271453 = -150565.623624
  nChanged 12
		SP:Iteration 14Q (3816.390000 sec): 3 clusters
  Score: Raw -152984.451399 + Penalty 2412.271453 = -150572.179946
  nChanged 10
		SP:Iteration 15Q (3816.400000 sec): 3 clusters
  Score: Raw -152989.773077 + Penalty 2412.271453 = -150577.501624
  nChanged 11
		SP:Iteration 16Q (3816.400000 sec): 3 clusters
  Score: Raw -152995.834022 + Penalty 2412.271453 = -150583.562569
  nChanged 11
		SP:Iteration 17Q (3816.400000 sec): 3 clusters
  Score: Raw -153000.317226 + Penalty 2412.271453 = -150588.045773
  nChanged 6
		SP:Iteration 18Q (3816.410000 sec): 3 clusters
  Score: Raw -153003.757039 + Penalty 2412.271453 = -150591.485586
  nChanged 6
		SP:Iteration 19Q (3816.410000 sec): 3 clusters
  Score: Raw -153006.616929 + Penalty 2412.271453 = -150594.345476
  nChanged 6
		SP:Iteration 20F (3816.420000 sec): 3 clusters
  Score: Raw -153010.326647 + Penalty 2412.271453 = -150598.055194
  nChanged 5
		SP:Iteration 21Q (3816.420000 sec): 3 clusters
  Score: Raw -153013.444736 + Penalty 2412.271453 = -150601.173283
  nChanged 5
		SP:Iteration 22Q (3816.420000 sec): 3 clusters
  Score: Raw -153017.505006 + Penalty 2412.271453 = -150605.233553
  nChanged 7
		SP:Iteration 23Q (3816.430000 sec): 3 clusters
  Score: Raw -153021.243772 + Penalty 2412.271453 = -150608.972319
  nChanged 6
		SP:Iteration 24Q (3816.430000 sec): 3 clusters
  Score: Raw -153024.625663 + Penalty 2412.271453 = -150612.354210
  nChanged 7
		SP:Iteration 25Q (3816.440000 sec): 3 clusters
  Score: Raw -153028.456578 + Penalty 2412.271453 = -150616.185125
  nChanged 4
		SP:Iteration 26Q (3816.440000 sec): 3 clusters
  Score: Raw -153032.330940 + Penalty 2412.271453 = -150620.059487
  nChanged 4
		SP:Iteration 27Q (3816.440000 sec): 3 clusters
  Score: Raw -153034.128886 + Penalty 2412.271453 = -150621.857433
  nChanged 5
		SP:Iteration 28Q (3816.450000 sec): 3 clusters
  Score: Raw -153037.250383 + Penalty 2412.271453 = -150624.978930
  nChanged 5
		SP:Iteration 29Q (3816.450000 sec): 3 clusters
  Score: Raw -153040.799565 + Penalty 2412.271453 = -150628.528112
  nChanged 9
		SP:Iteration 30Q (3816.460000 sec): 3 clusters
  Score: Raw -153048.186830 + Penalty 2412.271453 = -150635.915377
  nChanged 11
		SP:Iteration 31Q (3816.460000 sec): 3 clusters
  Score: Raw -153060.779711 + Penalty 2412.271453 = -150648.508259
  nChanged 16
		SP:Iteration 32Q (3816.460000 sec): 3 clusters
  Score: Raw -153073.617552 + Penalty 2412.271453 = -150661.346099
  nChanged 15
		SP:Iteration 33Q (3816.470000 sec): 3 clusters
  Score: Raw -153082.438598 + Penalty 2412.271453 = -150670.167146
  nChanged 14
		SP:Iteration 34Q (3816.470000 sec): 3 clusters
  Score: Raw -153090.847560 + Penalty 2412.271453 = -150678.576108
  nChanged 11
		SP:Iteration 35Q (3816.480000 sec): 3 clusters
  Score: Raw -153099.415827 + Penalty 2412.271453 = -150687.144374
  nChanged 15
		SP:Iteration 36Q (3816.480000 sec): 3 clusters
  Score: Raw -153109.814724 + Penalty 2412.271453 = -150697.543272
  nChanged 9
		SP:Iteration 37Q (3816.480000 sec): 3 clusters
  Score: Raw -153115.891744 + Penalty 2412.271453 = -150703.620291
  nChanged 8
		SP:Iteration 38Q (3816.490000 sec): 3 clusters
  Score: Raw -153121.022664 + Penalty 2412.271453 = -150708.751211
  nChanged 7
		SP:Iteration 39Q (3816.490000 sec): 3 clusters
  Score: Raw -153125.154273 + Penalty 2412.271453 = -150712.882820
  nChanged 6
		SP:Iteration 40F (3816.500000 sec): 3 clusters
  Score: Raw -153132.136046 + Penalty 2412.271453 = -150719.864593
  nChanged 11
		SP:Iteration 41Q (3816.500000 sec): 3 clusters
  Score: Raw -153145.029085 + Penalty 2412.271453 = -150732.757632
  nChanged 13
		SP:Iteration 42Q (3816.500000 sec): 3 clusters
  Score: Raw -153155.186387 + Penalty 2412.271453 = -150742.914934
  nChanged 11
		SP:Iteration 43Q (3816.510000 sec): 3 clusters
  Score: Raw -153163.251000 + Penalty 2412.271453 = -150750.979548
  nChanged 10
		SP:Iteration 44Q (3816.510000 sec): 3 clusters
  Score: Raw -153168.262396 + Penalty 2412.271453 = -150755.990943
  nChanged 8
		SP:Iteration 45Q (3816.520000 sec): 3 clusters
  Score: Raw -153172.476452 + Penalty 2412.271453 = -150760.205000
  nChanged 4
		SP:Iteration 46Q (3816.520000 sec): 3 clusters
  Score: Raw -153177.884179 + Penalty 2412.271453 = -150765.612726
  nChanged 2
		SP:Iteration 47Q (3816.520000 sec): 3 clusters
  Score: Raw -153178.552644 + Penalty 2412.271453 = -150766.281191
  nChanged 0
		SP:Iteration 48F (3816.530000 sec): 3 clusters
  Score: Raw -153178.552644 + Penalty 2412.271453 = -150766.281191
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 16 (4956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3816.540000 sec): 2 clusters
  Score: Raw -504239.477722 + Penalty 1382.607564 = -502856.870158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3816.560000 sec): 3 clusters
  Score: Raw -501633.897283 + Penalty 2765.215129 = -498868.682154
  nChanged 2020
		SP:Iteration 1F (3816.570000 sec): 3 clusters
  Score: Raw -502802.493572 + Penalty 2765.215129 = -500037.278443
  nChanged 390
		SP:Iteration 2F (3816.580000 sec): 3 clusters
  Score: Raw -503027.762988 + Penalty 2765.215129 = -500262.547859
  nChanged 265
		SP:Iteration 3F (3816.600000 sec): 3 clusters
  Score: Raw -503159.539519 + Penalty 2765.215129 = -500394.324390
  nChanged 204
		SP:Iteration 4Q (3816.610000 sec): 3 clusters
  Score: Raw -503267.455476 + Penalty 2765.215129 = -500502.240347
  nChanged 177
		SP:Iteration 5Q (3816.620000 sec): 3 clusters
  Score: Raw -503341.355341 + Penalty 2765.215129 = -500576.140212
  nChanged 141
		SP:Iteration 6Q (3816.630000 sec): 3 clusters
  Score: Raw -503405.463649 + Penalty 2765.215129 = -500640.248520
  nChanged 112
		SP:Iteration 7Q (3816.640000 sec): 3 clusters
  Score: Raw -503450.413612 + Penalty 2765.215129 = -500685.198483
  nChanged 88
		SP:Iteration 8Q (3816.660000 sec): 3 clusters
  Score: Raw -503481.519738 + Penalty 2765.215129 = -500716.304609
  nChanged 69
		SP:Iteration 9Q (3816.670000 sec): 3 clusters
  Score: Raw -503506.679050 + Penalty 2765.215129 = -500741.463921
  nChanged 68
		SP:Iteration 10Q (3816.680000 sec): 3 clusters
  Score: Raw -503533.650825 + Penalty 2765.215129 = -500768.435696
  nChanged 60
		SP:Iteration 11Q (3816.700000 sec): 3 clusters
  Score: Raw -503551.276085 + Penalty 2765.215129 = -500786.060956
  nChanged 62
		SP:Iteration 12Q (3816.710000 sec): 3 clusters
  Score: Raw -503569.565032 + Penalty 2765.215129 = -500804.349903
  nChanged 49
		SP:Iteration 13Q (3816.720000 sec): 3 clusters
  Score: Raw -503582.039640 + Penalty 2765.215129 = -500816.824511
  nChanged 53
		SP:Iteration 14Q (3816.730000 sec): 3 clusters
  Score: Raw -503595.895635 + Penalty 2765.215129 = -500830.680506
  nChanged 67
		SP:Iteration 15Q (3816.740000 sec): 3 clusters
  Score: Raw -503615.626509 + Penalty 2765.215129 = -500850.411380
  nChanged 64
		SP:Iteration 16Q (3816.760000 sec): 3 clusters
  Score: Raw -503635.169060 + Penalty 2765.215129 = -500869.953931
  nChanged 62
		SP:Iteration 17Q (3816.770000 sec): 3 clusters
  Score: Raw -503653.810744 + Penalty 2765.215129 = -500888.595615
  nChanged 60
		SP:Iteration 18Q (3816.780000 sec): 3 clusters
  Score: Raw -503675.314527 + Penalty 2765.215129 = -500910.099398
  nChanged 74
		SP:Iteration 19Q (3816.790000 sec): 3 clusters
  Score: Raw -503700.856764 + Penalty 2765.215129 = -500935.641635
  nChanged 67
		SP:Iteration 20F (3816.800000 sec): 3 clusters
  Score: Raw -503728.293047 + Penalty 2765.215129 = -500963.077918
  nChanged 77
		SP:Iteration 21Q (3816.820000 sec): 3 clusters
  Score: Raw -503755.836571 + Penalty 2765.215129 = -500990.621442
  nChanged 60
		SP:Iteration 22Q (3816.830000 sec): 3 clusters
  Score: Raw -503781.672897 + Penalty 2765.215129 = -501016.457768
  nChanged 85
		SP:Iteration 23Q (3816.840000 sec): 3 clusters
  Score: Raw -503826.248555 + Penalty 2765.215129 = -501061.033426
  nChanged 103
		SP:Iteration 24Q (3816.850000 sec): 3 clusters
  Score: Raw -503880.317517 + Penalty 2765.215129 = -501115.102389
  nChanged 97
		SP:Iteration 25Q (3816.860000 sec): 3 clusters
  Score: Raw -503928.096716 + Penalty 2765.215129 = -501162.881587
  nChanged 83
		SP:Iteration 26Q (3816.880000 sec): 3 clusters
  Score: Raw -503967.986016 + Penalty 2765.215129 = -501202.770887
  nChanged 82
		SP:Iteration 27Q (3816.890000 sec): 3 clusters
  Score: Raw -504010.941867 + Penalty 2765.215129 = -501245.726738
  nChanged 94
		SP:Iteration 28Q (3816.900000 sec): 3 clusters
  Score: Raw -504062.282230 + Penalty 2765.215129 = -501297.067101
  nChanged 82
		SP:Iteration 29Q (3816.910000 sec): 3 clusters
  Score: Raw -504111.616949 + Penalty 2765.215129 = -501346.401820
  nChanged 81
		SP:Iteration 30Q (3816.920000 sec): 3 clusters
  Score: Raw -504165.264485 + Penalty 2765.215129 = -501400.049356
  nChanged 73
		SP:Iteration 31Q (3816.930000 sec): 3 clusters
  Score: Raw -504215.894075 + Penalty 2765.215129 = -501450.678946
  nChanged 51
		SP:Iteration 32Q (3816.940000 sec): 3 clusters
  Score: Raw -504255.637622 + Penalty 2765.215129 = -501490.422493
  nChanged 46
		SP:Iteration 33Q (3816.960000 sec): 3 clusters
  Score: Raw -504283.354085 + Penalty 2765.215129 = -501518.138956
  nChanged 37
		SP:Iteration 34Q (3816.970000 sec): 3 clusters
  Score: Raw -504304.250834 + Penalty 2765.215129 = -501539.035705
  nChanged 30
		SP:Iteration 35Q (3816.980000 sec): 3 clusters
  Score: Raw -504323.667364 + Penalty 2765.215129 = -501558.452235
  nChanged 30
		SP:Iteration 36Q (3816.990000 sec): 3 clusters
  Score: Raw -504348.047064 + Penalty 2765.215129 = -501582.831935
  nChanged 27
		SP:Iteration 37Q (3817.000000 sec): 3 clusters
  Score: Raw -504373.353203 + Penalty 2765.215129 = -501608.138074
  nChanged 23
		SP:Iteration 38Q (3817.010000 sec): 3 clusters
  Score: Raw -504393.097146 + Penalty 2765.215129 = -501627.882017
  nChanged 20
		SP:Iteration 39Q (3817.020000 sec): 3 clusters
  Score: Raw -504405.664009 + Penalty 2765.215129 = -501640.448880
  nChanged 5
		SP:Iteration 40F (3817.030000 sec): 3 clusters
  Score: Raw -504408.442135 + Penalty 2765.215129 = -501643.227006
  nChanged 8
		SP:Iteration 41Q (3817.040000 sec): 3 clusters
  Score: Raw -504415.472884 + Penalty 2765.215129 = -501650.257755
  nChanged 5
		SP:Iteration 42Q (3817.050000 sec): 3 clusters
  Score: Raw -504418.904843 + Penalty 2765.215129 = -501653.689714
  nChanged 5
		SP:Iteration 43Q (3817.060000 sec): 3 clusters
  Score: Raw -504421.775711 + Penalty 2765.215129 = -501656.560582
  nChanged 2
		SP:Iteration 44Q (3817.080000 sec): 3 clusters
  Score: Raw -504423.242913 + Penalty 2765.215129 = -501658.027784
  nChanged 3
		SP:Iteration 45Q (3817.080000 sec): 3 clusters
  Score: Raw -504425.609661 + Penalty 2765.215129 = -501660.394532
  nChanged 4
		SP:Iteration 46Q (3817.100000 sec): 3 clusters
  Score: Raw -504429.140957 + Penalty 2765.215129 = -501663.925828
  nChanged 5
		SP:Iteration 47Q (3817.100000 sec): 3 clusters
  Score: Raw -504431.390582 + Penalty 2765.215129 = -501666.175453
  nChanged 4
		SP:Iteration 48Q (3817.120000 sec): 3 clusters
  Score: Raw -504433.684583 + Penalty 2765.215129 = -501668.469455
  nChanged 3
		SP:Iteration 49Q (3817.120000 sec): 3 clusters
  Score: Raw -504435.253216 + Penalty 2765.215129 = -501670.038087
  nChanged 3
		SP:Iteration 50Q (3817.140000 sec): 3 clusters
  Score: Raw -504436.148025 + Penalty 2765.215129 = -501670.932896
  nChanged 2
		SP:Iteration 51Q (3817.140000 sec): 3 clusters
  Score: Raw -504437.088471 + Penalty 2765.215129 = -501671.873342
  nChanged 0
		SP:Iteration 52F (3817.160000 sec): 3 clusters
  Score: Raw -504437.088471 + Penalty 2765.215129 = -501671.873342
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 17 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3817.170000 sec): 2 clusters
  Score: Raw -312167.082320 + Penalty 1308.756651 = -310858.325669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3817.180000 sec): 3 clusters
  Score: Raw -310652.185643 + Penalty 2617.513302 = -308034.672341
  nChanged 1208
		SP:Iteration 1F (3817.190000 sec): 3 clusters
  Score: Raw -311397.555123 + Penalty 2617.513302 = -308780.041821
  nChanged 281
		SP:Iteration 2F (3817.200000 sec): 3 clusters
  Score: Raw -311622.498800 + Penalty 2617.513302 = -309004.985498
  nChanged 220
		SP:Iteration 3F (3817.200000 sec): 3 clusters
  Score: Raw -311832.609042 + Penalty 2617.513302 = -309215.095740
  nChanged 210
		SP:Iteration 4F (3817.210000 sec): 3 clusters
  Score: Raw -312009.051557 + Penalty 2617.513302 = -309391.538255
  nChanged 172
		SP:Iteration 5F (3817.220000 sec): 3 clusters
  Score: Raw -312162.633177 + Penalty 2617.513302 = -309545.119875
  nChanged 144
		SP:Iteration 6Q (3817.220000 sec): 3 clusters
  Score: Raw -312286.044302 + Penalty 2617.513302 = -309668.531000
  nChanged 118
		SP:Iteration 7Q (3817.230000 sec): 3 clusters
  Score: Raw -312394.137302 + Penalty 2617.513302 = -309776.623999
  nChanged 119
		SP:Iteration 8Q (3817.240000 sec): 3 clusters
  Score: Raw -312526.287832 + Penalty 2617.513302 = -309908.774530
  nChanged 117
		SP:Iteration 9Q (3817.250000 sec): 3 clusters
  Score: Raw -312672.434195 + Penalty 2617.513302 = -310054.920893
  nChanged 124
		SP:Iteration 10Q (3817.260000 sec): 3 clusters
  Score: Raw -312849.874783 + Penalty 2617.513302 = -310232.361481
  nChanged 111
		SP:Iteration 11Q (3817.260000 sec): 3 clusters
  Score: Raw -313017.155995 + Penalty 2617.513302 = -310399.642693
  nChanged 87
		SP:Iteration 12Q (3817.270000 sec): 3 clusters
  Score: Raw -313132.829730 + Penalty 2617.513302 = -310515.316428
  nChanged 49
		SP:Iteration 13Q (3817.280000 sec): 3 clusters
  Score: Raw -313180.427257 + Penalty 2617.513302 = -310562.913954
  nChanged 34
		SP:Iteration 14Q (3817.280000 sec): 3 clusters
  Score: Raw -313203.018153 + Penalty 2617.513302 = -310585.504851
  nChanged 22
		SP:Iteration 15Q (3817.290000 sec): 3 clusters
  Score: Raw -313215.721913 + Penalty 2617.513302 = -310598.208611
  nChanged 15
		SP:Iteration 16Q (3817.300000 sec): 3 clusters
  Score: Raw -313222.254745 + Penalty 2617.513302 = -310604.741443
  nChanged 8
		SP:Iteration 17Q (3817.300000 sec): 3 clusters
  Score: Raw -313226.208506 + Penalty 2617.513302 = -310608.695204
  nChanged 2
		SP:Iteration 18Q (3817.310000 sec): 3 clusters
  Score: Raw -313226.529276 + Penalty 2617.513302 = -310609.015974
  nChanged 1
		SP:Iteration 19Q (3817.320000 sec): 3 clusters
  Score: Raw -313226.636802 + Penalty 2617.513302 = -310609.123500
  nChanged 1
		SP:Iteration 20F (3817.320000 sec): 3 clusters
  Score: Raw -313226.709226 + Penalty 2617.513302 = -310609.195924
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 18 (3209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3817.340000 sec): 2 clusters
  Score: Raw -298141.653123 + Penalty 1311.978629 = -296829.674494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3817.340000 sec): 3 clusters
  Score: Raw -296641.669719 + Penalty 2623.957258 = -294017.712460
  nChanged 1213
		SP:Iteration 1F (3817.350000 sec): 3 clusters
  Score: Raw -297435.090236 + Penalty 2623.957258 = -294811.132977
  nChanged 269
		SP:Iteration 2F (3817.360000 sec): 3 clusters
  Score: Raw -297618.877434 + Penalty 2623.957258 = -294994.920176
  nChanged 164
		SP:Iteration 3F (3817.370000 sec): 3 clusters
  Score: Raw -297726.624554 + Penalty 2623.957258 = -295102.667295
  nChanged 129
		SP:Iteration 4Q (3817.380000 sec): 3 clusters
  Score: Raw -297811.093968 + Penalty 2623.957258 = -295187.136709
  nChanged 100
		SP:Iteration 5Q (3817.380000 sec): 3 clusters
  Score: Raw -297871.376003 + Penalty 2623.957258 = -295247.418744
  nChanged 104
		SP:Iteration 6Q (3817.390000 sec): 3 clusters
  Score: Raw -297932.607093 + Penalty 2623.957258 = -295308.649834
  nChanged 94
		SP:Iteration 7Q (3817.400000 sec): 3 clusters
  Score: Raw -297992.675353 + Penalty 2623.957258 = -295368.718094
  nChanged 96
		SP:Iteration 8Q (3817.410000 sec): 3 clusters
  Score: Raw -298071.360762 + Penalty 2623.957258 = -295447.403503
  nChanged 105
		SP:Iteration 9Q (3817.420000 sec): 3 clusters
  Score: Raw -298145.999466 + Penalty 2623.957258 = -295522.042208
  nChanged 84
		SP:Iteration 10Q (3817.420000 sec): 3 clusters
  Score: Raw -298224.677905 + Penalty 2623.957258 = -295600.720646
  nChanged 85
		SP:Iteration 11Q (3817.430000 sec): 3 clusters
  Score: Raw -298298.926950 + Penalty 2623.957258 = -295674.969692
  nChanged 74
		SP:Iteration 12Q (3817.440000 sec): 3 clusters
  Score: Raw -298359.037192 + Penalty 2623.957258 = -295735.079934
  nChanged 57
		SP:Iteration 13Q (3817.450000 sec): 3 clusters
  Score: Raw -298390.319606 + Penalty 2623.957258 = -295766.362348
  nChanged 39
		SP:Iteration 14Q (3817.460000 sec): 3 clusters
  Score: Raw -298406.760195 + Penalty 2623.957258 = -295782.802937
  nChanged 23
		SP:Iteration 15Q (3817.460000 sec): 3 clusters
  Score: Raw -298415.921633 + Penalty 2623.957258 = -295791.964375
  nChanged 20
		SP:Iteration 16Q (3817.470000 sec): 3 clusters
  Score: Raw -298427.257229 + Penalty 2623.957258 = -295803.299971
  nChanged 24
		SP:Iteration 17Q (3817.480000 sec): 3 clusters
  Score: Raw -298435.873243 + Penalty 2623.957258 = -295811.915984
  nChanged 18
		SP:Iteration 18Q (3817.490000 sec): 3 clusters
  Score: Raw -298442.379590 + Penalty 2623.957258 = -295818.422332
  nChanged 13
		SP:Iteration 19Q (3817.500000 sec): 3 clusters
  Score: Raw -298449.037185 + Penalty 2623.957258 = -295825.079926
  nChanged 10
		SP:Iteration 20F (3817.500000 sec): 3 clusters
  Score: Raw -298452.991586 + Penalty 2623.957258 = -295829.034328
  nChanged 10
		SP:Iteration 21Q (3817.510000 sec): 3 clusters
  Score: Raw -298459.109623 + Penalty 2623.957258 = -295835.152364
  nChanged 10
		SP:Iteration 22Q (3817.520000 sec): 3 clusters
  Score: Raw -298462.959194 + Penalty 2623.957258 = -295839.001936
  nChanged 8
		SP:Iteration 23Q (3817.530000 sec): 3 clusters
  Score: Raw -298466.926692 + Penalty 2623.957258 = -295842.969434
  nChanged 7
		SP:Iteration 24Q (3817.530000 sec): 3 clusters
  Score: Raw -298469.649937 + Penalty 2623.957258 = -295845.692679
  nChanged 9
		SP:Iteration 25Q (3817.540000 sec): 3 clusters
  Score: Raw -298474.733600 + Penalty 2623.957258 = -295850.776342
  nChanged 8
		SP:Iteration 26Q (3817.550000 sec): 3 clusters
  Score: Raw -298478.661578 + Penalty 2623.957258 = -295854.704320
  nChanged 3
		SP:Iteration 27Q (3817.560000 sec): 3 clusters
  Score: Raw -298480.349895 + Penalty 2623.957258 = -295856.392636
  nChanged 5
		SP:Iteration 28Q (3817.560000 sec): 3 clusters
  Score: Raw -298482.111368 + Penalty 2623.957258 = -295858.154109
  nChanged 2
		SP:Iteration 29Q (3817.570000 sec): 3 clusters
  Score: Raw -298482.909961 + Penalty 2623.957258 = -295858.952703
  nChanged 1
		SP:Iteration 30Q (3817.580000 sec): 3 clusters
  Score: Raw -298483.080491 + Penalty 2623.957258 = -295859.123232
  nChanged 1
		SP:Iteration 31Q (3817.590000 sec): 3 clusters
  Score: Raw -298483.180150 + Penalty 2623.957258 = -295859.222892
  nChanged 1
		SP:Iteration 32Q (3817.600000 sec): 3 clusters
  Score: Raw -298483.496963 + Penalty 2623.957258 = -295859.539704
  nChanged 0
		SP:Iteration 33F (3817.600000 sec): 3 clusters
  Score: Raw -298483.496963 + Penalty 2623.957258 = -295859.539704
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 19 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3817.610000 sec): 2 clusters
  Score: Raw -204080.474667 + Penalty 1246.141180 = -202834.333487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3817.620000 sec): 3 clusters
  Score: Raw -203164.740138 + Penalty 2492.282360 = -200672.457778
  nChanged 768
		SP:Iteration 1F (3817.620000 sec): 3 clusters
  Score: Raw -203666.887399 + Penalty 2492.282360 = -201174.605039
  nChanged 153
		SP:Iteration 2F (3817.630000 sec): 3 clusters
  Score: Raw -203782.191093 + Penalty 2492.282360 = -201289.908732
  nChanged 91
		SP:Iteration 3Q (3817.630000 sec): 3 clusters
  Score: Raw -203850.253732 + Penalty 2492.282360 = -201357.971371
  nChanged 80
		SP:Iteration 4Q (3817.640000 sec): 3 clusters
  Score: Raw -203898.315500 + Penalty 2492.282360 = -201406.033140
  nChanged 52
		SP:Iteration 5Q (3817.640000 sec): 3 clusters
  Score: Raw -203929.217860 + Penalty 2492.282360 = -201436.935500
  nChanged 52
		SP:Iteration 6Q (3817.650000 sec): 3 clusters
  Score: Raw -203965.406872 + Penalty 2492.282360 = -201473.124512
  nChanged 56
		SP:Iteration 7Q (3817.650000 sec): 3 clusters
  Score: Raw -204004.140293 + Penalty 2492.282360 = -201511.857933
  nChanged 55
		SP:Iteration 8Q (3817.660000 sec): 3 clusters
  Score: Raw -204042.250148 + Penalty 2492.282360 = -201549.967787
  nChanged 48
		SP:Iteration 9Q (3817.660000 sec): 3 clusters
  Score: Raw -204072.670442 + Penalty 2492.282360 = -201580.388082
  nChanged 51
		SP:Iteration 10Q (3817.670000 sec): 3 clusters
  Score: Raw -204100.475435 + Penalty 2492.282360 = -201608.193075
  nChanged 39
		SP:Iteration 11Q (3817.680000 sec): 3 clusters
  Score: Raw -204124.199755 + Penalty 2492.282360 = -201631.917395
  nChanged 30
		SP:Iteration 12Q (3817.680000 sec): 3 clusters
  Score: Raw -204140.400175 + Penalty 2492.282360 = -201648.117815
  nChanged 25
		SP:Iteration 13Q (3817.680000 sec): 3 clusters
  Score: Raw -204155.493382 + Penalty 2492.282360 = -201663.211021
  nChanged 31
		SP:Iteration 14Q (3817.690000 sec): 3 clusters
  Score: Raw -204168.990481 + Penalty 2492.282360 = -201676.708120
  nChanged 26
		SP:Iteration 15Q (3817.700000 sec): 3 clusters
  Score: Raw -204180.941635 + Penalty 2492.282360 = -201688.659275
  nChanged 18
		SP:Iteration 16Q (3817.700000 sec): 3 clusters
  Score: Raw -204190.588170 + Penalty 2492.282360 = -201698.305810
  nChanged 19
		SP:Iteration 17Q (3817.710000 sec): 3 clusters
  Score: Raw -204200.912377 + Penalty 2492.282360 = -201708.630017
  nChanged 18
		SP:Iteration 18Q (3817.710000 sec): 3 clusters
  Score: Raw -204211.185362 + Penalty 2492.282360 = -201718.903002
  nChanged 25
		SP:Iteration 19Q (3817.720000 sec): 3 clusters
  Score: Raw -204223.813219 + Penalty 2492.282360 = -201731.530859
  nChanged 21
		SP:Iteration 20F (3817.720000 sec): 3 clusters
  Score: Raw -204233.334540 + Penalty 2492.282360 = -201741.052180
  nChanged 20
		SP:Iteration 21Q (3817.730000 sec): 3 clusters
  Score: Raw -204243.685882 + Penalty 2492.282360 = -201751.403521
  nChanged 15
		SP:Iteration 22Q (3817.730000 sec): 3 clusters
  Score: Raw -204249.558031 + Penalty 2492.282360 = -201757.275671
  nChanged 13
		SP:Iteration 23Q (3817.740000 sec): 3 clusters
  Score: Raw -204256.017091 + Penalty 2492.282360 = -201763.734731
  nChanged 12
		SP:Iteration 24Q (3817.740000 sec): 3 clusters
  Score: Raw -204261.961056 + Penalty 2492.282360 = -201769.678696
  nChanged 13
		SP:Iteration 25Q (3817.750000 sec): 3 clusters
  Score: Raw -204267.021742 + Penalty 2492.282360 = -201774.739382
  nChanged 9
		SP:Iteration 26Q (3817.760000 sec): 3 clusters
  Score: Raw -204271.343667 + Penalty 2492.282360 = -201779.061307
  nChanged 13
		SP:Iteration 27Q (3817.760000 sec): 3 clusters
  Score: Raw -204278.165333 + Penalty 2492.282360 = -201785.882973
  nChanged 14
		SP:Iteration 28Q (3817.760000 sec): 3 clusters
  Score: Raw -204285.285922 + Penalty 2492.282360 = -201793.003562
  nChanged 10
		SP:Iteration 29Q (3817.770000 sec): 3 clusters
  Score: Raw -204291.901382 + Penalty 2492.282360 = -201799.619022
  nChanged 10
		SP:Iteration 30Q (3817.780000 sec): 3 clusters
  Score: Raw -204296.172301 + Penalty 2492.282360 = -201803.889941
  nChanged 8
		SP:Iteration 31Q (3817.780000 sec): 3 clusters
  Score: Raw -204300.450837 + Penalty 2492.282360 = -201808.168477
  nChanged 7
		SP:Iteration 32Q (3817.780000 sec): 3 clusters
  Score: Raw -204304.654732 + Penalty 2492.282360 = -201812.372372
  nChanged 8
		SP:Iteration 33Q (3817.790000 sec): 3 clusters
  Score: Raw -204308.792780 + Penalty 2492.282360 = -201816.510420
  nChanged 4
		SP:Iteration 34Q (3817.800000 sec): 3 clusters
  Score: Raw -204310.347744 + Penalty 2492.282360 = -201818.065384
  nChanged 0
		SP:Iteration 35F (3817.800000 sec): 3 clusters
  Score: Raw -204310.347744 + Penalty 2492.282360 = -201818.065384
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 20 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3817.800000 sec): 2 clusters
  Score: Raw -19987.702100 + Penalty 870.445270 = -19117.256830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3817.810000 sec): 3 clusters
  Score: Raw -20119.142717 + Penalty 1740.890539 = -18378.252177
  nChanged 32
		SP:Iteration 1F (3817.810000 sec): 3 clusters
  Score: Raw -20220.949438 + Penalty 1740.890539 = -18480.058899
  nChanged 11
		SP:Iteration 2F (3817.810000 sec): 3 clusters
  Score: Raw -20270.673576 + Penalty 1740.890539 = -18529.783037
  nChanged 6
		SP:Iteration 3Q (3817.810000 sec): 3 clusters
  Score: Raw -20295.250830 + Penalty 1740.890539 = -18554.360291
  nChanged 5
		SP:Iteration 4Q (3817.810000 sec): 3 clusters
  Score: Raw -20313.315981 + Penalty 1740.890539 = -18572.425442
  nChanged 1
		SP:Iteration 5Q (3817.810000 sec): 3 clusters
  Score: Raw -20315.764985 + Penalty 1740.890539 = -18574.874445
  nChanged 1
		SP:Iteration 6Q (3817.810000 sec): 3 clusters
  Score: Raw -20325.963858 + Penalty 1740.890539 = -18585.073319
  nChanged 0
		SP:Iteration 7F (3817.810000 sec): 3 clusters
  Score: Raw -20325.963858 + Penalty 1740.890539 = -18585.073319
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 21 (25507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3817.900000 sec): 2 clusters
  Score: Raw -2654054.806722 + Penalty 1648.840083 = -2652405.966639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3817.960000 sec): 3 clusters
  Score: Raw -2638380.557699 + Penalty 3297.680166 = -2635082.877532
  nChanged 11621
		SP:Iteration 1F (3818.030000 sec): 3 clusters
  Score: Raw -2644921.560836 + Penalty 3297.680166 = -2641623.880670
  nChanged 1324
		SP:Iteration 2F (3818.100000 sec): 3 clusters
  Score: Raw -2645533.578992 + Penalty 3297.680166 = -2642235.898826
  nChanged 1460
		SP:Iteration 3F (3818.160000 sec): 3 clusters
  Score: Raw -2646379.812275 + Penalty 3297.680166 = -2643082.132109
  nChanged 1697
		SP:Iteration 4F (3818.230000 sec): 3 clusters
  Score: Raw -2647623.829207 + Penalty 3297.680166 = -2644326.149041
  nChanged 2000
		SP:Iteration 5F (3818.300000 sec): 3 clusters
  Score: Raw -2649360.419836 + Penalty 3297.680166 = -2646062.739670
  nChanged 2003
		SP:Iteration 6F (3818.370000 sec): 3 clusters
  Score: Raw -2651271.631624 + Penalty 3297.680166 = -2647973.951458
  nChanged 1538
		SP:Iteration 7F (3818.440000 sec): 3 clusters
  Score: Raw -2652743.751362 + Penalty 3297.680166 = -2649446.071196
  nChanged 885
		SP:Iteration 8Q (3818.490000 sec): 3 clusters
  Score: Raw -2653575.353774 + Penalty 3297.680166 = -2650277.673607
  nChanged 385
		SP:Iteration 9Q (3818.550000 sec): 3 clusters
  Score: Raw -2653930.421744 + Penalty 3297.680166 = -2650632.741578
  nChanged 131
		SP:Iteration 10Q (3818.600000 sec): 3 clusters
  Score: Raw -2654071.418988 + Penalty 3297.680166 = -2650773.738822
  nChanged 56
		SP:Iteration 11Q (3818.650000 sec): 3 clusters
  Score: Raw -2654137.036880 + Penalty 3297.680166 = -2650839.356714
  nChanged 28
		SP:Iteration 12Q (3818.690000 sec): 3 clusters
  Score: Raw -2654174.873070 + Penalty 3297.680166 = -2650877.192904
  nChanged 19
		SP:Iteration 13Q (3818.740000 sec): 3 clusters
  Score: Raw -2654197.340222 + Penalty 3297.680166 = -2650899.660056
  nChanged 11
		SP:Iteration 14Q (3818.780000 sec): 3 clusters
  Score: Raw -2654212.893495 + Penalty 3297.680166 = -2650915.213329
  nChanged 7
		SP:Iteration 15Q (3818.830000 sec): 3 clusters
  Score: Raw -2654221.162142 + Penalty 3297.680166 = -2650923.481976
  nChanged 3
		SP:Iteration 16Q (3818.880000 sec): 3 clusters
  Score: Raw -2654226.669775 + Penalty 3297.680166 = -2650928.989609
  nChanged 5
		SP:Iteration 17Q (3818.920000 sec): 3 clusters
  Score: Raw -2654238.183725 + Penalty 3297.680166 = -2650940.503559
  nChanged 6
		SP:Iteration 18Q (3818.970000 sec): 3 clusters
  Score: Raw -2654247.275723 + Penalty 3297.680166 = -2650949.595557
  nChanged 6
		SP:Iteration 19Q (3819.020000 sec): 3 clusters
  Score: Raw -2654257.918453 + Penalty 3297.680166 = -2650960.238287
  nChanged 2
		SP:Iteration 20F (3819.080000 sec): 3 clusters
  Score: Raw -2654261.345451 + Penalty 3297.680166 = -2650963.665285
  nChanged 2
		SP:Iteration 21Q (3819.130000 sec): 3 clusters
  Score: Raw -2654263.898104 + Penalty 3297.680166 = -2650966.217938
  nChanged 0
		SP:Iteration 22F (3819.200000 sec): 3 clusters
  Score: Raw -2654263.898104 + Penalty 3297.680166 = -2650966.217938
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 22 (111584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3819.530000 sec): 2 clusters
  Score: Raw -11225079.576140 + Penalty 1888.661604 = -11223190.914535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3819.840000 sec): 3 clusters
  Score: Raw -11152161.348250 + Penalty 3777.323209 = -11148384.025041
  nChanged 53507
		SP:Iteration 1F (3820.160000 sec): 3 clusters
  Score: Raw -11184515.462987 + Penalty 3777.323209 = -11180738.139779
  nChanged 4513
		SP:Iteration 2Q (3820.460000 sec): 3 clusters
  Score: Raw -11186055.503804 + Penalty 3777.323209 = -11182278.180596
  nChanged 4916
		SP:Iteration 3Q (3820.760000 sec): 3 clusters
  Score: Raw -11187952.210632 + Penalty 3777.323209 = -11184174.887423
  nChanged 5223
		SP:Iteration 4Q (3821.060000 sec): 3 clusters
  Score: Raw -11190250.543675 + Penalty 3777.323209 = -11186473.220466
  nChanged 5627
		SP:Iteration 5F (3821.350000 sec): 3 clusters
  Score: Raw -11193136.570856 + Penalty 3777.323209 = -11189359.247647
  nChanged 6121
		SP:Iteration 6F (3821.650000 sec): 3 clusters
  Score: Raw -11196617.221777 + Penalty 3777.323209 = -11192839.898568
  nChanged 6325
		SP:Iteration 7F (3821.940000 sec): 3 clusters
  Score: Raw -11200417.937238 + Penalty 3777.323209 = -11196640.614030
  nChanged 6132
		SP:Iteration 8F (3822.240000 sec): 3 clusters
  Score: Raw -11204029.180787 + Penalty 3777.323209 = -11200251.857578
  nChanged 5429
		SP:Iteration 9Q (3822.540000 sec): 3 clusters
  Score: Raw -11206828.845423 + Penalty 3777.323209 = -11203051.522214
  nChanged 4377
		SP:Iteration 10Q (3822.830000 sec): 3 clusters
  Score: Raw -11208674.530581 + Penalty 3777.323209 = -11204897.207373
  nChanged 3257
		SP:Iteration 11Q (3823.120000 sec): 3 clusters
  Score: Raw -11209780.379118 + Penalty 3777.323209 = -11206003.055910
  nChanged 2464
		SP:Iteration 12Q (3823.410000 sec): 3 clusters
  Score: Raw -11210518.443874 + Penalty 3777.323209 = -11206741.120666
  nChanged 2015
		SP:Iteration 13Q (3823.700000 sec): 3 clusters
  Score: Raw -11211141.270714 + Penalty 3777.323209 = -11207363.947505
  nChanged 1962
		SP:Iteration 14Q (3823.980000 sec): 3 clusters
  Score: Raw -11211767.665562 + Penalty 3777.323209 = -11207990.342354
  nChanged 1953
		SP:Iteration 15Q (3824.260000 sec): 3 clusters
  Score: Raw -11212387.969539 + Penalty 3777.323209 = -11208610.646330
  nChanged 1981
		SP:Iteration 16Q (3824.540000 sec): 3 clusters
  Score: Raw -11213052.544410 + Penalty 3777.323209 = -11209275.221202
  nChanged 1996
		SP:Iteration 17Q (3824.820000 sec): 3 clusters
  Score: Raw -11213759.217674 + Penalty 3777.323209 = -11209981.894465
  nChanged 2021
		SP:Iteration 18Q (3825.090000 sec): 3 clusters
  Score: Raw -11214520.492218 + Penalty 3777.323209 = -11210743.169009
  nChanged 2129
		SP:Iteration 19Q (3825.360000 sec): 3 clusters
  Score: Raw -11215385.642208 + Penalty 3777.323209 = -11211608.319000
  nChanged 2192
		SP:Iteration 20F (3825.650000 sec): 3 clusters
  Score: Raw -11216308.856273 + Penalty 3777.323209 = -11212531.533064
  nChanged 2121
		SP:Iteration 21Q (3825.910000 sec): 3 clusters
  Score: Raw -11217242.870836 + Penalty 3777.323209 = -11213465.547627
  nChanged 2051
		SP:Iteration 22Q (3826.170000 sec): 3 clusters
  Score: Raw -11218181.711843 + Penalty 3777.323209 = -11214404.388634
  nChanged 2022
		SP:Iteration 23Q (3826.430000 sec): 3 clusters
  Score: Raw -11219131.734817 + Penalty 3777.323209 = -11215354.411608
  nChanged 1915
		SP:Iteration 24Q (3826.680000 sec): 3 clusters
  Score: Raw -11220056.458622 + Penalty 3777.323209 = -11216279.135413
  nChanged 1747
		SP:Iteration 25Q (3826.930000 sec): 3 clusters
  Score: Raw -11220919.362004 + Penalty 3777.323209 = -11217142.038795
  nChanged 1578
		SP:Iteration 26Q (3827.170000 sec): 3 clusters
  Score: Raw -11221704.942163 + Penalty 3777.323209 = -11217927.618954
  nChanged 1398
		SP:Iteration 27Q (3827.410000 sec): 3 clusters
  Score: Raw -11222424.410690 + Penalty 3777.323209 = -11218647.087481
  nChanged 1236
		SP:Iteration 28Q (3827.640000 sec): 3 clusters
  Score: Raw -11223071.890746 + Penalty 3777.323209 = -11219294.567538
  nChanged 1089
		SP:Iteration 29Q (3827.870000 sec): 3 clusters
  Score: Raw -11223640.948207 + Penalty 3777.323209 = -11219863.624999
  nChanged 860
		SP:Iteration 30Q (3828.100000 sec): 3 clusters
  Score: Raw -11224070.217288 + Penalty 3777.323209 = -11220292.894079
  nChanged 731
		SP:Iteration 31Q (3828.320000 sec): 3 clusters
  Score: Raw -11224445.969709 + Penalty 3777.323209 = -11220668.646501
  nChanged 607
		SP:Iteration 32Q (3828.540000 sec): 3 clusters
  Score: Raw -11224780.771553 + Penalty 3777.323209 = -11221003.448344
  nChanged 506
		SP:Iteration 33Q (3828.750000 sec): 3 clusters
  Score: Raw -11225068.732330 + Penalty 3777.323209 = -11221291.409121
  nChanged 348
		SP:Iteration 34Q (3828.990000 sec): 3 clusters
  Score: Raw -11225269.660429 + Penalty 3777.323209 = -11221492.337220
  nChanged 290
		SP:Iteration 35Q (3829.200000 sec): 3 clusters
  Score: Raw -11225431.607934 + Penalty 3777.323209 = -11221654.284726
  nChanged 228
		SP:Iteration 36Q (3829.410000 sec): 3 clusters
  Score: Raw -11225562.858804 + Penalty 3777.323209 = -11221785.535595
  nChanged 176
		SP:Iteration 37Q (3829.620000 sec): 3 clusters
  Score: Raw -11225653.365804 + Penalty 3777.323209 = -11221876.042596
  nChanged 144
		SP:Iteration 38Q (3829.840000 sec): 3 clusters
  Score: Raw -11225710.258000 + Penalty 3777.323209 = -11221932.934792
  nChanged 112
		SP:Iteration 39Q (3830.060000 sec): 3 clusters
  Score: Raw -11225756.902652 + Penalty 3777.323209 = -11221979.579443
  nChanged 87
		SP:Iteration 40F (3830.350000 sec): 3 clusters
  Score: Raw -11225787.235048 + Penalty 3777.323209 = -11222009.911840
  nChanged 70
		SP:Iteration 41Q (3830.560000 sec): 3 clusters
  Score: Raw -11225809.297583 + Penalty 3777.323209 = -11222031.974375
  nChanged 44
		SP:Iteration 42Q (3830.770000 sec): 3 clusters
  Score: Raw -11225822.543571 + Penalty 3777.323209 = -11222045.220363
  nChanged 45
		SP:Iteration 43Q (3830.980000 sec): 3 clusters
  Score: Raw -11225835.881844 + Penalty 3777.323209 = -11222058.558635
  nChanged 41
		SP:Iteration 44Q (3831.190000 sec): 3 clusters
  Score: Raw -11225849.301890 + Penalty 3777.323209 = -11222071.978682
  nChanged 44
		SP:Iteration 45Q (3831.400000 sec): 3 clusters
  Score: Raw -11225862.055877 + Penalty 3777.323209 = -11222084.732669
  nChanged 35
		SP:Iteration 46Q (3831.600000 sec): 3 clusters
  Score: Raw -11225873.697433 + Penalty 3777.323209 = -11222096.374224
  nChanged 38
		SP:Iteration 47Q (3831.810000 sec): 3 clusters
  Score: Raw -11225886.605518 + Penalty 3777.323209 = -11222109.282309
  nChanged 30
		SP:Iteration 48Q (3832.010000 sec): 3 clusters
  Score: Raw -11225897.085486 + Penalty 3777.323209 = -11222119.762278
  nChanged 29
		SP:Iteration 49Q (3832.220000 sec): 3 clusters
  Score: Raw -11225906.627498 + Penalty 3777.323209 = -11222129.304289
  nChanged 25
		SP:Iteration 50Q (3832.420000 sec): 3 clusters
  Score: Raw -11225914.678687 + Penalty 3777.323209 = -11222137.355478
  nChanged 25
		SP:Iteration 51Q (3832.630000 sec): 3 clusters
  Score: Raw -11225923.065931 + Penalty 3777.323209 = -11222145.742722
  nChanged 26
		SP:Iteration 52Q (3832.840000 sec): 3 clusters
  Score: Raw -11225932.771705 + Penalty 3777.323209 = -11222155.448497
  nChanged 25
		SP:Iteration 53Q (3833.040000 sec): 3 clusters
  Score: Raw -11225940.531899 + Penalty 3777.323209 = -11222163.208690
  nChanged 17
		SP:Iteration 54Q (3833.250000 sec): 3 clusters
  Score: Raw -11225945.103468 + Penalty 3777.323209 = -11222167.780260
  nChanged 13
		SP:Iteration 55Q (3833.460000 sec): 3 clusters
  Score: Raw -11225949.095757 + Penalty 3777.323209 = -11222171.772548
  nChanged 12
		SP:Iteration 56Q (3833.660000 sec): 3 clusters
  Score: Raw -11225951.766933 + Penalty 3777.323209 = -11222174.443724
  nChanged 8
		SP:Iteration 57Q (3833.870000 sec): 3 clusters
  Score: Raw -11225954.264732 + Penalty 3777.323209 = -11222176.941523
  nChanged 12
		SP:Iteration 58Q (3834.080000 sec): 3 clusters
  Score: Raw -11225957.479740 + Penalty 3777.323209 = -11222180.156532
  nChanged 10
		SP:Iteration 59Q (3834.280000 sec): 3 clusters
  Score: Raw -11225960.915879 + Penalty 3777.323209 = -11222183.592670
  nChanged 8
		SP:Iteration 60F (3834.580000 sec): 3 clusters
  Score: Raw -11225963.094198 + Penalty 3777.323209 = -11222185.770989
  nChanged 9
		SP:Iteration 61Q (3834.780000 sec): 3 clusters
  Score: Raw -11225965.466913 + Penalty 3777.323209 = -11222188.143704
  nChanged 7
		SP:Iteration 62Q (3834.990000 sec): 3 clusters
  Score: Raw -11225967.018398 + Penalty 3777.323209 = -11222189.695189
  nChanged 6
		SP:Iteration 63Q (3835.200000 sec): 3 clusters
  Score: Raw -11225968.845677 + Penalty 3777.323209 = -11222191.522468
  nChanged 5
		SP:Iteration 64Q (3835.400000 sec): 3 clusters
  Score: Raw -11225970.281833 + Penalty 3777.323209 = -11222192.958624
  nChanged 5
		SP:Iteration 65Q (3835.610000 sec): 3 clusters
  Score: Raw -11225970.848920 + Penalty 3777.323209 = -11222193.525712
  nChanged 3
		SP:Iteration 66Q (3835.810000 sec): 3 clusters
  Score: Raw -11225971.639666 + Penalty 3777.323209 = -11222194.316457
  nChanged 5
		SP:Iteration 67Q (3836.020000 sec): 3 clusters
  Score: Raw -11225972.776000 + Penalty 3777.323209 = -11222195.452792
  nChanged 3
		SP:Iteration 68Q (3836.240000 sec): 3 clusters
  Score: Raw -11225973.307130 + Penalty 3777.323209 = -11222195.983921
  nChanged 0
		SP:Iteration 69F (3836.520000 sec): 3 clusters
  Score: Raw -11225973.307130 + Penalty 3777.323209 = -11222195.983921
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 23 (11732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3836.610000 sec): 2 clusters
  Score: Raw -1209319.300266 + Penalty 1522.637257 = -1207796.663008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3836.640000 sec): 3 clusters
  Score: Raw -1202579.840008 + Penalty 3045.274515 = -1199534.565494
  nChanged 5084
		SP:Iteration 1F (3836.670000 sec): 3 clusters
  Score: Raw -1205260.562656 + Penalty 3045.274515 = -1202215.288141
  nChanged 722
		SP:Iteration 2F (3836.700000 sec): 3 clusters
  Score: Raw -1205562.166446 + Penalty 3045.274515 = -1202516.891931
  nChanged 624
		SP:Iteration 3F (3836.730000 sec): 3 clusters
  Score: Raw -1205823.468233 + Penalty 3045.274515 = -1202778.193718
  nChanged 547
		SP:Iteration 4Q (3836.760000 sec): 3 clusters
  Score: Raw -1206030.165272 + Penalty 3045.274515 = -1202984.890758
  nChanged 454
		SP:Iteration 5Q (3836.790000 sec): 3 clusters
  Score: Raw -1206190.900312 + Penalty 3045.274515 = -1203145.625798
  nChanged 430
		SP:Iteration 6Q (3836.820000 sec): 3 clusters
  Score: Raw -1206371.858357 + Penalty 3045.274515 = -1203326.583842
  nChanged 455
		SP:Iteration 7Q (3836.850000 sec): 3 clusters
  Score: Raw -1206576.513764 + Penalty 3045.274515 = -1203531.239249
  nChanged 490
		SP:Iteration 8Q (3836.880000 sec): 3 clusters
  Score: Raw -1206815.720506 + Penalty 3045.274515 = -1203770.445991
  nChanged 520
		SP:Iteration 9Q (3836.910000 sec): 3 clusters
  Score: Raw -1207091.026837 + Penalty 3045.274515 = -1204045.752322
  nChanged 508
		SP:Iteration 10Q (3836.940000 sec): 3 clusters
  Score: Raw -1207375.935423 + Penalty 3045.274515 = -1204330.660908
  nChanged 507
		SP:Iteration 11Q (3836.970000 sec): 3 clusters
  Score: Raw -1207652.204268 + Penalty 3045.274515 = -1204606.929753
  nChanged 413
		SP:Iteration 12Q (3837.000000 sec): 3 clusters
  Score: Raw -1207874.666949 + Penalty 3045.274515 = -1204829.392435
  nChanged 388
		SP:Iteration 13Q (3837.030000 sec): 3 clusters
  Score: Raw -1208090.787315 + Penalty 3045.274515 = -1205045.512801
  nChanged 354
		SP:Iteration 14Q (3837.060000 sec): 3 clusters
  Score: Raw -1208290.069399 + Penalty 3045.274515 = -1205244.794884
  nChanged 311
		SP:Iteration 15Q (3837.090000 sec): 3 clusters
  Score: Raw -1208461.353160 + Penalty 3045.274515 = -1205416.078646
  nChanged 260
		SP:Iteration 16Q (3837.120000 sec): 3 clusters
  Score: Raw -1208622.768921 + Penalty 3045.274515 = -1205577.494406
  nChanged 248
		SP:Iteration 17Q (3837.150000 sec): 3 clusters
  Score: Raw -1208792.407508 + Penalty 3045.274515 = -1205747.132994
  nChanged 216
		SP:Iteration 18Q (3837.180000 sec): 3 clusters
  Score: Raw -1208949.999052 + Penalty 3045.274515 = -1205904.724537
  nChanged 173
		SP:Iteration 19Q (3837.200000 sec): 3 clusters
  Score: Raw -1209086.623086 + Penalty 3045.274515 = -1206041.348571
  nChanged 146
		SP:Iteration 20F (3837.230000 sec): 3 clusters
  Score: Raw -1209205.228199 + Penalty 3045.274515 = -1206159.953684
  nChanged 106
		SP:Iteration 21Q (3837.260000 sec): 3 clusters
  Score: Raw -1209284.893034 + Penalty 3045.274515 = -1206239.618519
  nChanged 67
		SP:Iteration 22Q (3837.290000 sec): 3 clusters
  Score: Raw -1209336.460536 + Penalty 3045.274515 = -1206291.186022
  nChanged 50
		SP:Iteration 23Q (3837.310000 sec): 3 clusters
  Score: Raw -1209376.790056 + Penalty 3045.274515 = -1206331.515542
  nChanged 31
		SP:Iteration 24Q (3837.340000 sec): 3 clusters
  Score: Raw -1209405.187860 + Penalty 3045.274515 = -1206359.913345
  nChanged 40
		SP:Iteration 25Q (3837.360000 sec): 3 clusters
  Score: Raw -1209438.749082 + Penalty 3045.274515 = -1206393.474567
  nChanged 23
		SP:Iteration 26Q (3837.390000 sec): 3 clusters
  Score: Raw -1209461.332338 + Penalty 3045.274515 = -1206416.057824
  nChanged 15
		SP:Iteration 27Q (3837.410000 sec): 3 clusters
  Score: Raw -1209477.334089 + Penalty 3045.274515 = -1206432.059574
  nChanged 13
		SP:Iteration 28Q (3837.430000 sec): 3 clusters
  Score: Raw -1209487.995210 + Penalty 3045.274515 = -1206442.720695
  nChanged 7
		SP:Iteration 29Q (3837.460000 sec): 3 clusters
  Score: Raw -1209491.603364 + Penalty 3045.274515 = -1206446.328849
  nChanged 3
		SP:Iteration 30Q (3837.480000 sec): 3 clusters
  Score: Raw -1209494.645218 + Penalty 3045.274515 = -1206449.370703
  nChanged 6
		SP:Iteration 31Q (3837.500000 sec): 3 clusters
  Score: Raw -1209502.422041 + Penalty 3045.274515 = -1206457.147526
  nChanged 3
		SP:Iteration 32Q (3837.520000 sec): 3 clusters
  Score: Raw -1209504.608010 + Penalty 3045.274515 = -1206459.333496
  nChanged 3
		SP:Iteration 33Q (3837.550000 sec): 3 clusters
  Score: Raw -1209507.194672 + Penalty 3045.274515 = -1206461.920158
  nChanged 3
		SP:Iteration 34Q (3837.570000 sec): 3 clusters
  Score: Raw -1209510.076596 + Penalty 3045.274515 = -1206464.802081
  nChanged 2
		SP:Iteration 35Q (3837.590000 sec): 3 clusters
  Score: Raw -1209511.654789 + Penalty 3045.274515 = -1206466.380274
  nChanged 3
		SP:Iteration 36Q (3837.610000 sec): 3 clusters
  Score: Raw -1209514.047394 + Penalty 3045.274515 = -1206468.772879
  nChanged 0
		SP:Iteration 37F (3837.640000 sec): 3 clusters
  Score: Raw -1209514.047394 + Penalty 3045.274515 = -1206468.772879
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 24 (12960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3837.680000 sec): 2 clusters
  Score: Raw -1316443.708046 + Penalty 1538.813733 = -1314904.894313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3837.720000 sec): 3 clusters
  Score: Raw -1308926.631797 + Penalty 3077.627465 = -1305849.004332
  nChanged 5699
		SP:Iteration 1F (3837.750000 sec): 3 clusters
  Score: Raw -1312262.756525 + Penalty 3077.627465 = -1309185.129060
  nChanged 922
		SP:Iteration 2F (3837.780000 sec): 3 clusters
  Score: Raw -1312876.418670 + Penalty 3077.627465 = -1309798.791204
  nChanged 1000
		SP:Iteration 3F (3837.820000 sec): 3 clusters
  Score: Raw -1313621.267163 + Penalty 3077.627465 = -1310543.639697
  nChanged 999
		SP:Iteration 4F (3837.850000 sec): 3 clusters
  Score: Raw -1314363.852236 + Penalty 3077.627465 = -1311286.224771
  nChanged 869
		SP:Iteration 5F (3837.880000 sec): 3 clusters
  Score: Raw -1314994.143263 + Penalty 3077.627465 = -1311916.515798
  nChanged 713
		SP:Iteration 6F (3837.920000 sec): 3 clusters
  Score: Raw -1315416.546247 + Penalty 3077.627465 = -1312338.918782
  nChanged 487
		SP:Iteration 7Q (3837.950000 sec): 3 clusters
  Score: Raw -1315638.995578 + Penalty 3077.627465 = -1312561.368113
  nChanged 312
		SP:Iteration 8Q (3837.980000 sec): 3 clusters
  Score: Raw -1315769.059757 + Penalty 3077.627465 = -1312691.432291
  nChanged 244
		SP:Iteration 9Q (3838.020000 sec): 3 clusters
  Score: Raw -1315854.484277 + Penalty 3077.627465 = -1312776.856811
  nChanged 182
		SP:Iteration 10Q (3838.050000 sec): 3 clusters
  Score: Raw -1315922.817120 + Penalty 3077.627465 = -1312845.189655
  nChanged 158
		SP:Iteration 11Q (3838.080000 sec): 3 clusters
  Score: Raw -1315983.741044 + Penalty 3077.627465 = -1312906.113579
  nChanged 143
		SP:Iteration 12Q (3838.120000 sec): 3 clusters
  Score: Raw -1316034.249822 + Penalty 3077.627465 = -1312956.622357
  nChanged 128
		SP:Iteration 13Q (3838.150000 sec): 3 clusters
  Score: Raw -1316076.313302 + Penalty 3077.627465 = -1312998.685837
  nChanged 119
		SP:Iteration 14Q (3838.180000 sec): 3 clusters
  Score: Raw -1316113.951004 + Penalty 3077.627465 = -1313036.323539
  nChanged 117
		SP:Iteration 15Q (3838.220000 sec): 3 clusters
  Score: Raw -1316152.748815 + Penalty 3077.627465 = -1313075.121350
  nChanged 100
		SP:Iteration 16Q (3838.250000 sec): 3 clusters
  Score: Raw -1316188.465297 + Penalty 3077.627465 = -1313110.837832
  nChanged 106
		SP:Iteration 17Q (3838.280000 sec): 3 clusters
  Score: Raw -1316223.774534 + Penalty 3077.627465 = -1313146.147069
  nChanged 102
		SP:Iteration 18Q (3838.320000 sec): 3 clusters
  Score: Raw -1316263.582789 + Penalty 3077.627465 = -1313185.955324
  nChanged 113
		SP:Iteration 19Q (3838.350000 sec): 3 clusters
  Score: Raw -1316310.029363 + Penalty 3077.627465 = -1313232.401897
  nChanged 103
		SP:Iteration 20F (3838.380000 sec): 3 clusters
  Score: Raw -1316353.569215 + Penalty 3077.627465 = -1313275.941750
  nChanged 90
		SP:Iteration 21Q (3838.410000 sec): 3 clusters
  Score: Raw -1316391.839331 + Penalty 3077.627465 = -1313314.211866
  nChanged 79
		SP:Iteration 22Q (3838.440000 sec): 3 clusters
  Score: Raw -1316429.492718 + Penalty 3077.627465 = -1313351.865252
  nChanged 70
		SP:Iteration 23Q (3838.480000 sec): 3 clusters
  Score: Raw -1316460.830833 + Penalty 3077.627465 = -1313383.203368
  nChanged 62
		SP:Iteration 24Q (3838.510000 sec): 3 clusters
  Score: Raw -1316482.564221 + Penalty 3077.627465 = -1313404.936756
  nChanged 48
		SP:Iteration 25Q (3838.540000 sec): 3 clusters
  Score: Raw -1316505.345725 + Penalty 3077.627465 = -1313427.718260
  nChanged 60
		SP:Iteration 26Q (3838.570000 sec): 3 clusters
  Score: Raw -1316533.758508 + Penalty 3077.627465 = -1313456.131043
  nChanged 50
		SP:Iteration 27Q (3838.600000 sec): 3 clusters
  Score: Raw -1316556.439609 + Penalty 3077.627465 = -1313478.812144
  nChanged 37
		SP:Iteration 28Q (3838.640000 sec): 3 clusters
  Score: Raw -1316572.952335 + Penalty 3077.627465 = -1313495.324870
  nChanged 34
		SP:Iteration 29Q (3838.660000 sec): 3 clusters
  Score: Raw -1316588.775421 + Penalty 3077.627465 = -1313511.147956
  nChanged 34
		SP:Iteration 30Q (3838.700000 sec): 3 clusters
  Score: Raw -1316608.667199 + Penalty 3077.627465 = -1313531.039734
  nChanged 27
		SP:Iteration 31Q (3838.730000 sec): 3 clusters
  Score: Raw -1316626.792470 + Penalty 3077.627465 = -1313549.165005
  nChanged 32
		SP:Iteration 32Q (3838.760000 sec): 3 clusters
  Score: Raw -1316643.755802 + Penalty 3077.627465 = -1313566.128337
  nChanged 28
		SP:Iteration 33Q (3838.790000 sec): 3 clusters
  Score: Raw -1316656.093361 + Penalty 3077.627465 = -1313578.465896
  nChanged 13
		SP:Iteration 34Q (3838.820000 sec): 3 clusters
  Score: Raw -1316663.039764 + Penalty 3077.627465 = -1313585.412299
  nChanged 18
		SP:Iteration 35Q (3838.850000 sec): 3 clusters
  Score: Raw -1316673.789508 + Penalty 3077.627465 = -1313596.162042
  nChanged 22
		SP:Iteration 36Q (3838.880000 sec): 3 clusters
  Score: Raw -1316683.516233 + Penalty 3077.627465 = -1313605.888767
  nChanged 17
		SP:Iteration 37Q (3838.910000 sec): 3 clusters
  Score: Raw -1316694.205735 + Penalty 3077.627465 = -1313616.578269
  nChanged 23
		SP:Iteration 38Q (3838.940000 sec): 3 clusters
  Score: Raw -1316708.650860 + Penalty 3077.627465 = -1313631.023394
  nChanged 21
		SP:Iteration 39Q (3838.970000 sec): 3 clusters
  Score: Raw -1316720.887488 + Penalty 3077.627465 = -1313643.260023
  nChanged 19
		SP:Iteration 40F (3839.000000 sec): 3 clusters
  Score: Raw -1316732.546402 + Penalty 3077.627465 = -1313654.918937
  nChanged 15
		SP:Iteration 41Q (3839.030000 sec): 3 clusters
  Score: Raw -1316740.338326 + Penalty 3077.627465 = -1313662.710860
  nChanged 13
		SP:Iteration 42Q (3839.060000 sec): 3 clusters
  Score: Raw -1316747.915598 + Penalty 3077.627465 = -1313670.288133
  nChanged 13
		SP:Iteration 43Q (3839.090000 sec): 3 clusters
  Score: Raw -1316755.036037 + Penalty 3077.627465 = -1313677.408572
  nChanged 15
		SP:Iteration 44Q (3839.120000 sec): 3 clusters
  Score: Raw -1316763.663578 + Penalty 3077.627465 = -1313686.036113
  nChanged 10
		SP:Iteration 45Q (3839.140000 sec): 3 clusters
  Score: Raw -1316769.728554 + Penalty 3077.627465 = -1313692.101089
  nChanged 13
		SP:Iteration 46Q (3839.170000 sec): 3 clusters
  Score: Raw -1316777.157309 + Penalty 3077.627465 = -1313699.529844
  nChanged 10
		SP:Iteration 47Q (3839.200000 sec): 3 clusters
  Score: Raw -1316784.091215 + Penalty 3077.627465 = -1313706.463750
  nChanged 6
		SP:Iteration 48Q (3839.230000 sec): 3 clusters
  Score: Raw -1316787.911190 + Penalty 3077.627465 = -1313710.283725
  nChanged 6
		SP:Iteration 49Q (3839.260000 sec): 3 clusters
  Score: Raw -1316791.476053 + Penalty 3077.627465 = -1313713.848588
  nChanged 8
		SP:Iteration 50Q (3839.280000 sec): 3 clusters
  Score: Raw -1316795.744359 + Penalty 3077.627465 = -1313718.116894
  nChanged 3
		SP:Iteration 51Q (3839.310000 sec): 3 clusters
  Score: Raw -1316797.227447 + Penalty 3077.627465 = -1313719.599982
  nChanged 1
		SP:Iteration 52Q (3839.340000 sec): 3 clusters
  Score: Raw -1316797.422555 + Penalty 3077.627465 = -1313719.795090
  nChanged 2
		SP:Iteration 53Q (3839.360000 sec): 3 clusters
  Score: Raw -1316797.980482 + Penalty 3077.627465 = -1313720.353017
  nChanged 0
		SP:Iteration 54F (3839.400000 sec): 3 clusters
  Score: Raw -1316797.980482 + Penalty 3077.627465 = -1313720.353017
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 25 (68236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3839.600000 sec): 2 clusters
  Score: Raw -6982720.548432 + Penalty 1808.743229 = -6980911.805203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3839.790000 sec): 3 clusters
  Score: Raw -6939093.660666 + Penalty 3617.486458 = -6935476.174208
  nChanged 32290
		SP:Iteration 1F (3839.980000 sec): 3 clusters
  Score: Raw -6957222.573820 + Penalty 3617.486458 = -6953605.087362
  nChanged 2273
		SP:Iteration 2Q (3840.160000 sec): 3 clusters
  Score: Raw -6957791.848522 + Penalty 3617.486458 = -6954174.362064
  nChanged 2313
		SP:Iteration 3Q (3840.360000 sec): 3 clusters
  Score: Raw -6958454.385690 + Penalty 3617.486458 = -6954836.899232
  nChanged 2531
		SP:Iteration 4Q (3840.540000 sec): 3 clusters
  Score: Raw -6959319.308660 + Penalty 3617.486458 = -6955701.822202
  nChanged 2938
		SP:Iteration 5Q (3840.720000 sec): 3 clusters
  Score: Raw -6960584.871996 + Penalty 3617.486458 = -6956967.385538
  nChanged 3766
		SP:Iteration 6F (3840.900000 sec): 3 clusters
  Score: Raw -6962738.592765 + Penalty 3617.486458 = -6959121.106307
  nChanged 4898
		SP:Iteration 7F (3841.080000 sec): 3 clusters
  Score: Raw -6966229.173564 + Penalty 3617.486458 = -6962611.687106
  nChanged 5756
		SP:Iteration 8F (3841.260000 sec): 3 clusters
  Score: Raw -6971244.135475 + Penalty 3617.486458 = -6967626.649017
  nChanged 5506
		SP:Iteration 9F (3841.440000 sec): 3 clusters
  Score: Raw -6976507.991312 + Penalty 3617.486458 = -6972890.504854
  nChanged 3820
		SP:Iteration 10F (3841.620000 sec): 3 clusters
  Score: Raw -6980231.847309 + Penalty 3617.486458 = -6976614.360851
  nChanged 1819
		SP:Iteration 11Q (3841.780000 sec): 3 clusters
  Score: Raw -6981915.445054 + Penalty 3617.486458 = -6978297.958596
  nChanged 704
		SP:Iteration 12Q (3841.920000 sec): 3 clusters
  Score: Raw -6982525.323113 + Penalty 3617.486458 = -6978907.836655
  nChanged 272
		SP:Iteration 13Q (3842.050000 sec): 3 clusters
  Score: Raw -6982760.882957 + Penalty 3617.486458 = -6979143.396498
  nChanged 106
		SP:Iteration 14Q (3842.180000 sec): 3 clusters
  Score: Raw -6982851.751887 + Penalty 3617.486458 = -6979234.265429
  nChanged 43
		SP:Iteration 15Q (3842.300000 sec): 3 clusters
  Score: Raw -6982888.642907 + Penalty 3617.486458 = -6979271.156448
  nChanged 27
		SP:Iteration 16Q (3842.430000 sec): 3 clusters
  Score: Raw -6982924.859069 + Penalty 3617.486458 = -6979307.372611
  nChanged 27
		SP:Iteration 17Q (3842.560000 sec): 3 clusters
  Score: Raw -6982953.642811 + Penalty 3617.486458 = -6979336.156353
  nChanged 17
		SP:Iteration 18Q (3842.680000 sec): 3 clusters
  Score: Raw -6982974.047340 + Penalty 3617.486458 = -6979356.560882
  nChanged 13
		SP:Iteration 19Q (3842.810000 sec): 3 clusters
  Score: Raw -6982987.098876 + Penalty 3617.486458 = -6979369.612417
  nChanged 5
		SP:Iteration 20F (3842.990000 sec): 3 clusters
  Score: Raw -6982993.532043 + Penalty 3617.486458 = -6979376.045585
  nChanged 8
		SP:Iteration 21Q (3843.120000 sec): 3 clusters
  Score: Raw -6983003.470227 + Penalty 3617.486458 = -6979385.983769
  nChanged 5
		SP:Iteration 22Q (3843.240000 sec): 3 clusters
  Score: Raw -6983007.603539 + Penalty 3617.486458 = -6979390.117080
  nChanged 0
		SP:Iteration 23F (3843.420000 sec): 3 clusters
  Score: Raw -6983007.603539 + Penalty 3617.486458 = -6979390.117080
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 26 (8428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3843.470000 sec): 2 clusters
  Score: Raw -852739.105258 + Penalty 1468.888651 = -851270.216607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3843.500000 sec): 3 clusters
  Score: Raw -848045.487242 + Penalty 2937.777302 = -845107.709940
  nChanged 3602
		SP:Iteration 1F (3843.520000 sec): 3 clusters
  Score: Raw -849936.346441 + Penalty 2937.777302 = -846998.569139
  nChanged 517
		SP:Iteration 2F (3843.540000 sec): 3 clusters
  Score: Raw -850135.852998 + Penalty 2937.777302 = -847198.075696
  nChanged 346
		SP:Iteration 3Q (3843.560000 sec): 3 clusters
  Score: Raw -850264.893285 + Penalty 2937.777302 = -847327.115983
  nChanged 297
		SP:Iteration 4Q (3843.580000 sec): 3 clusters
  Score: Raw -850381.830485 + Penalty 2937.777302 = -847444.053183
  nChanged 272
		SP:Iteration 5Q (3843.600000 sec): 3 clusters
  Score: Raw -850497.315865 + Penalty 2937.777302 = -847559.538564
  nChanged 279
		SP:Iteration 6Q (3843.620000 sec): 3 clusters
  Score: Raw -850629.085231 + Penalty 2937.777302 = -847691.307929
  nChanged 275
		SP:Iteration 7Q (3843.640000 sec): 3 clusters
  Score: Raw -850770.107824 + Penalty 2937.777302 = -847832.330522
  nChanged 284
		SP:Iteration 8Q (3843.660000 sec): 3 clusters
  Score: Raw -850910.412484 + Penalty 2937.777302 = -847972.635182
  nChanged 289
		SP:Iteration 9Q (3843.690000 sec): 3 clusters
  Score: Raw -851090.246123 + Penalty 2937.777302 = -848152.468821
  nChanged 322
		SP:Iteration 10Q (3843.710000 sec): 3 clusters
  Score: Raw -851302.170823 + Penalty 2937.777302 = -848364.393522
  nChanged 325
		SP:Iteration 11Q (3843.730000 sec): 3 clusters
  Score: Raw -851527.699568 + Penalty 2937.777302 = -848589.922266
  nChanged 307
		SP:Iteration 12Q (3843.750000 sec): 3 clusters
  Score: Raw -851738.180115 + Penalty 2937.777302 = -848800.402813
  nChanged 277
		SP:Iteration 13Q (3843.770000 sec): 3 clusters
  Score: Raw -851883.304123 + Penalty 2937.777302 = -848945.526821
  nChanged 233
		SP:Iteration 14Q (3843.790000 sec): 3 clusters
  Score: Raw -851996.837600 + Penalty 2937.777302 = -849059.060298
  nChanged 200
		SP:Iteration 15Q (3843.810000 sec): 3 clusters
  Score: Raw -852088.366833 + Penalty 2937.777302 = -849150.589531
  nChanged 178
		SP:Iteration 16Q (3843.830000 sec): 3 clusters
  Score: Raw -852161.287302 + Penalty 2937.777302 = -849223.510000
  nChanged 159
		SP:Iteration 17Q (3843.850000 sec): 3 clusters
  Score: Raw -852224.072107 + Penalty 2937.777302 = -849286.294805
  nChanged 149
		SP:Iteration 18Q (3843.870000 sec): 3 clusters
  Score: Raw -852289.582078 + Penalty 2937.777302 = -849351.804776
  nChanged 134
		SP:Iteration 19Q (3843.890000 sec): 3 clusters
  Score: Raw -852346.510354 + Penalty 2937.777302 = -849408.733052
  nChanged 129
		SP:Iteration 20F (3843.910000 sec): 3 clusters
  Score: Raw -852404.992404 + Penalty 2937.777302 = -849467.215102
  nChanged 101
		SP:Iteration 21Q (3843.930000 sec): 3 clusters
  Score: Raw -852450.480986 + Penalty 2937.777302 = -849512.703684
  nChanged 95
		SP:Iteration 22Q (3843.950000 sec): 3 clusters
  Score: Raw -852487.209319 + Penalty 2937.777302 = -849549.432017
  nChanged 82
		SP:Iteration 23Q (3843.970000 sec): 3 clusters
  Score: Raw -852518.905923 + Penalty 2937.777302 = -849581.128621
  nChanged 68
		SP:Iteration 24Q (3843.980000 sec): 3 clusters
  Score: Raw -852543.562783 + Penalty 2937.777302 = -849605.785482
  nChanged 56
		SP:Iteration 25Q (3844.000000 sec): 3 clusters
  Score: Raw -852565.976254 + Penalty 2937.777302 = -849628.198953
  nChanged 61
		SP:Iteration 26Q (3844.020000 sec): 3 clusters
  Score: Raw -852590.887249 + Penalty 2937.777302 = -849653.109947
  nChanged 59
		SP:Iteration 27Q (3844.040000 sec): 3 clusters
  Score: Raw -852619.688810 + Penalty 2937.777302 = -849681.911508
  nChanged 66
		SP:Iteration 28Q (3844.060000 sec): 3 clusters
  Score: Raw -852644.995479 + Penalty 2937.777302 = -849707.218177
  nChanged 47
		SP:Iteration 29Q (3844.080000 sec): 3 clusters
  Score: Raw -852665.822721 + Penalty 2937.777302 = -849728.045419
  nChanged 52
		SP:Iteration 30Q (3844.090000 sec): 3 clusters
  Score: Raw -852689.915504 + Penalty 2937.777302 = -849752.138202
  nChanged 42
		SP:Iteration 31Q (3844.110000 sec): 3 clusters
  Score: Raw -852709.739504 + Penalty 2937.777302 = -849771.962202
  nChanged 41
		SP:Iteration 32Q (3844.130000 sec): 3 clusters
  Score: Raw -852728.038446 + Penalty 2937.777302 = -849790.261144
  nChanged 30
		SP:Iteration 33Q (3844.140000 sec): 3 clusters
  Score: Raw -852741.345686 + Penalty 2937.777302 = -849803.568384
  nChanged 19
		SP:Iteration 34Q (3844.160000 sec): 3 clusters
  Score: Raw -852749.066091 + Penalty 2937.777302 = -849811.288789
  nChanged 22
		SP:Iteration 35Q (3844.180000 sec): 3 clusters
  Score: Raw -852758.093102 + Penalty 2937.777302 = -849820.315800
  nChanged 28
		SP:Iteration 36Q (3844.200000 sec): 3 clusters
  Score: Raw -852769.957347 + Penalty 2937.777302 = -849832.180046
  nChanged 20
		SP:Iteration 37Q (3844.210000 sec): 3 clusters
  Score: Raw -852778.095068 + Penalty 2937.777302 = -849840.317766
  nChanged 21
		SP:Iteration 38Q (3844.230000 sec): 3 clusters
  Score: Raw -852786.239102 + Penalty 2937.777302 = -849848.461800
  nChanged 22
		SP:Iteration 39Q (3844.250000 sec): 3 clusters
  Score: Raw -852797.773224 + Penalty 2937.777302 = -849859.995923
  nChanged 17
		SP:Iteration 40F (3844.270000 sec): 3 clusters
  Score: Raw -852807.168138 + Penalty 2937.777302 = -849869.390836
  nChanged 24
		SP:Iteration 41Q (3844.280000 sec): 3 clusters
  Score: Raw -852818.010405 + Penalty 2937.777302 = -849880.233103
  nChanged 17
		SP:Iteration 42Q (3844.300000 sec): 3 clusters
  Score: Raw -852825.728725 + Penalty 2937.777302 = -849887.951423
  nChanged 16
		SP:Iteration 43Q (3844.320000 sec): 3 clusters
  Score: Raw -852835.812510 + Penalty 2937.777302 = -849898.035208
  nChanged 19
		SP:Iteration 44Q (3844.340000 sec): 3 clusters
  Score: Raw -852846.895776 + Penalty 2937.777302 = -849909.118474
  nChanged 16
		SP:Iteration 45Q (3844.350000 sec): 3 clusters
  Score: Raw -852857.118923 + Penalty 2937.777302 = -849919.341621
  nChanged 14
		SP:Iteration 46Q (3844.370000 sec): 3 clusters
  Score: Raw -852864.366133 + Penalty 2937.777302 = -849926.588831
  nChanged 16
		SP:Iteration 47Q (3844.390000 sec): 3 clusters
  Score: Raw -852873.182781 + Penalty 2937.777302 = -849935.405479
  nChanged 13
		SP:Iteration 48Q (3844.400000 sec): 3 clusters
  Score: Raw -852880.029928 + Penalty 2937.777302 = -849942.252627
  nChanged 15
		SP:Iteration 49Q (3844.420000 sec): 3 clusters
  Score: Raw -852890.925623 + Penalty 2937.777302 = -849953.148321
  nChanged 14
		SP:Iteration 50Q (3844.440000 sec): 3 clusters
  Score: Raw -852900.992721 + Penalty 2937.777302 = -849963.215419
  nChanged 14
		SP:Iteration 51Q (3844.450000 sec): 3 clusters
  Score: Raw -852907.288660 + Penalty 2937.777302 = -849969.511358
  nChanged 10
		SP:Iteration 52Q (3844.470000 sec): 3 clusters
  Score: Raw -852913.401065 + Penalty 2937.777302 = -849975.623764
  nChanged 12
		SP:Iteration 53Q (3844.480000 sec): 3 clusters
  Score: Raw -852919.123063 + Penalty 2937.777302 = -849981.345761
  nChanged 10
		SP:Iteration 54Q (3844.500000 sec): 3 clusters
  Score: Raw -852923.765818 + Penalty 2937.777302 = -849985.988516
  nChanged 8
		SP:Iteration 55Q (3844.520000 sec): 3 clusters
  Score: Raw -852927.107933 + Penalty 2937.777302 = -849989.330631
  nChanged 5
		SP:Iteration 56Q (3844.540000 sec): 3 clusters
  Score: Raw -852930.275675 + Penalty 2937.777302 = -849992.498373
  nChanged 5
		SP:Iteration 57Q (3844.550000 sec): 3 clusters
  Score: Raw -852932.505658 + Penalty 2937.777302 = -849994.728356
  nChanged 3
		SP:Iteration 58Q (3844.570000 sec): 3 clusters
  Score: Raw -852933.384049 + Penalty 2937.777302 = -849995.606747
  nChanged 1
		SP:Iteration 59Q (3844.580000 sec): 3 clusters
  Score: Raw -852933.768398 + Penalty 2937.777302 = -849995.991097
  nChanged 0
		SP:Iteration 60F (3844.600000 sec): 3 clusters
  Score: Raw -852933.768398 + Penalty 2937.777302 = -849995.991097
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 27 (2108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3844.620000 sec): 2 clusters
  Score: Raw -192693.970190 + Penalty 1243.692923 = -191450.277267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3844.620000 sec): 3 clusters
  Score: Raw -191787.710685 + Penalty 2487.385846 = -189300.324840
  nChanged 748
		SP:Iteration 1F (3844.620000 sec): 3 clusters
  Score: Raw -192329.821402 + Penalty 2487.385846 = -189842.435556
  nChanged 198
		SP:Iteration 2F (3844.630000 sec): 3 clusters
  Score: Raw -192499.628607 + Penalty 2487.385846 = -190012.242762
  nChanged 141
		SP:Iteration 3F (3844.640000 sec): 3 clusters
  Score: Raw -192635.410650 + Penalty 2487.385846 = -190148.024804
  nChanged 123
		SP:Iteration 4F (3844.640000 sec): 3 clusters
  Score: Raw -192772.868571 + Penalty 2487.385846 = -190285.482726
  nChanged 100
		SP:Iteration 5Q (3844.650000 sec): 3 clusters
  Score: Raw -192874.312261 + Penalty 2487.385846 = -190386.926415
  nChanged 100
		SP:Iteration 6Q (3844.650000 sec): 3 clusters
  Score: Raw -192980.683153 + Penalty 2487.385846 = -190493.297308
  nChanged 76
		SP:Iteration 7Q (3844.660000 sec): 3 clusters
  Score: Raw -193063.517151 + Penalty 2487.385846 = -190576.131305
  nChanged 55
		SP:Iteration 8Q (3844.660000 sec): 3 clusters
  Score: Raw -193100.680242 + Penalty 2487.385846 = -190613.294397
  nChanged 32
		SP:Iteration 9Q (3844.670000 sec): 3 clusters
  Score: Raw -193124.084154 + Penalty 2487.385846 = -190636.698308
  nChanged 21
		SP:Iteration 10Q (3844.670000 sec): 3 clusters
  Score: Raw -193138.711155 + Penalty 2487.385846 = -190651.325310
  nChanged 17
		SP:Iteration 11Q (3844.680000 sec): 3 clusters
  Score: Raw -193151.148163 + Penalty 2487.385846 = -190663.762318
  nChanged 20
		SP:Iteration 12Q (3844.680000 sec): 3 clusters
  Score: Raw -193168.250505 + Penalty 2487.385846 = -190680.864660
  nChanged 20
		SP:Iteration 13Q (3844.690000 sec): 3 clusters
  Score: Raw -193181.771589 + Penalty 2487.385846 = -190694.385744
  nChanged 15
		SP:Iteration 14Q (3844.690000 sec): 3 clusters
  Score: Raw -193194.250544 + Penalty 2487.385846 = -190706.864698
  nChanged 12
		SP:Iteration 15Q (3844.700000 sec): 3 clusters
  Score: Raw -193204.147237 + Penalty 2487.385846 = -190716.761391
  nChanged 8
		SP:Iteration 16Q (3844.700000 sec): 3 clusters
  Score: Raw -193211.155552 + Penalty 2487.385846 = -190723.769706
  nChanged 8
		SP:Iteration 17Q (3844.710000 sec): 3 clusters
  Score: Raw -193214.955259 + Penalty 2487.385846 = -190727.569413
  nChanged 2
		SP:Iteration 18Q (3844.710000 sec): 3 clusters
  Score: Raw -193215.687329 + Penalty 2487.385846 = -190728.301483
  nChanged 0
		SP:Iteration 19F (3844.720000 sec): 3 clusters
  Score: Raw -193215.687329 + Penalty 2487.385846 = -190728.301483
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 28 (12150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3844.760000 sec): 2 clusters
  Score: Raw -1248959.992713 + Penalty 1528.326223 = -1247431.666490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3844.790000 sec): 3 clusters
  Score: Raw -1241849.032012 + Penalty 3056.652446 = -1238792.379566
  nChanged 5332
		SP:Iteration 1F (3844.820000 sec): 3 clusters
  Score: Raw -1244629.548145 + Penalty 3056.652446 = -1241572.895700
  nChanged 671
		SP:Iteration 2F (3844.850000 sec): 3 clusters
  Score: Raw -1244878.483529 + Penalty 3056.652446 = -1241821.831083
  nChanged 574
		SP:Iteration 3Q (3844.880000 sec): 3 clusters
  Score: Raw -1245085.305974 + Penalty 3056.652446 = -1242028.653528
  nChanged 505
		SP:Iteration 4Q (3844.910000 sec): 3 clusters
  Score: Raw -1245308.025269 + Penalty 3056.652446 = -1242251.372823
  nChanged 553
		SP:Iteration 5Q (3844.940000 sec): 3 clusters
  Score: Raw -1245618.616049 + Penalty 3056.652446 = -1242561.963603
  nChanged 654
		SP:Iteration 6F (3844.970000 sec): 3 clusters
  Score: Raw -1246052.553644 + Penalty 3056.652446 = -1242995.901198
  nChanged 701
		SP:Iteration 7F (3845.000000 sec): 3 clusters
  Score: Raw -1246558.704901 + Penalty 3056.652446 = -1243502.052455
  nChanged 709
		SP:Iteration 8F (3845.030000 sec): 3 clusters
  Score: Raw -1247128.012733 + Penalty 3056.652446 = -1244071.360287
  nChanged 672
		SP:Iteration 9F (3845.060000 sec): 3 clusters
  Score: Raw -1247677.569733 + Penalty 3056.652446 = -1244620.917287
  nChanged 584
		SP:Iteration 10Q (3845.090000 sec): 3 clusters
  Score: Raw -1248182.003130 + Penalty 3056.652446 = -1245125.350685
  nChanged 429
		SP:Iteration 11Q (3845.120000 sec): 3 clusters
  Score: Raw -1248560.575993 + Penalty 3056.652446 = -1245503.923548
  nChanged 267
		SP:Iteration 12Q (3845.140000 sec): 3 clusters
  Score: Raw -1248821.054272 + Penalty 3056.652446 = -1245764.401827
  nChanged 155
		SP:Iteration 13Q (3845.170000 sec): 3 clusters
  Score: Raw -1248980.433919 + Penalty 3056.652446 = -1245923.781473
  nChanged 65
		SP:Iteration 14Q (3845.190000 sec): 3 clusters
  Score: Raw -1249048.912026 + Penalty 3056.652446 = -1245992.259580
  nChanged 42
		SP:Iteration 15Q (3845.220000 sec): 3 clusters
  Score: Raw -1249087.851735 + Penalty 3056.652446 = -1246031.199289
  nChanged 22
		SP:Iteration 16Q (3845.240000 sec): 3 clusters
  Score: Raw -1249110.550850 + Penalty 3056.652446 = -1246053.898404
  nChanged 11
		SP:Iteration 17Q (3845.260000 sec): 3 clusters
  Score: Raw -1249123.517506 + Penalty 3056.652446 = -1246066.865060
  nChanged 10
		SP:Iteration 18Q (3845.280000 sec): 3 clusters
  Score: Raw -1249134.937623 + Penalty 3056.652446 = -1246078.285177
  nChanged 5
		SP:Iteration 19Q (3845.300000 sec): 3 clusters
  Score: Raw -1249137.670975 + Penalty 3056.652446 = -1246081.018530
  nChanged 5
		SP:Iteration 20F (3845.330000 sec): 3 clusters
  Score: Raw -1249140.212608 + Penalty 3056.652446 = -1246083.560162
  nChanged 3
		SP:Iteration 21Q (3845.360000 sec): 3 clusters
  Score: Raw -1249144.803268 + Penalty 3056.652446 = -1246088.150822
  nChanged 1
		SP:Iteration 22Q (3845.380000 sec): 3 clusters
  Score: Raw -1249146.252206 + Penalty 3056.652446 = -1246089.599760
  nChanged 2
		SP:Iteration 23Q (3845.400000 sec): 3 clusters
  Score: Raw -1249147.323844 + Penalty 3056.652446 = -1246090.671398
  nChanged 1
		SP:Iteration 24Q (3845.420000 sec): 3 clusters
  Score: Raw -1249147.758567 + Penalty 3056.652446 = -1246091.106121
  nChanged 0
		SP:Iteration 25F (3845.450000 sec): 3 clusters
  Score: Raw -1249147.758567 + Penalty 3056.652446 = -1246091.106121
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 29 (40929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3845.580000 sec): 2 clusters
  Score: Raw -4243051.057502 + Penalty 1725.684047 = -4241325.373455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3845.680000 sec): 3 clusters
  Score: Raw -4217333.219206 + Penalty 3451.368095 = -4213881.851111
  nChanged 19182
		SP:Iteration 1F (3845.790000 sec): 3 clusters
  Score: Raw -4228222.740361 + Penalty 3451.368095 = -4224771.372266
  nChanged 1726
		SP:Iteration 2Q (3845.900000 sec): 3 clusters
  Score: Raw -4228753.634916 + Penalty 3451.368095 = -4225302.266821
  nChanged 1725
		SP:Iteration 3Q (3846.010000 sec): 3 clusters
  Score: Raw -4229319.431662 + Penalty 3451.368095 = -4225868.063567
  nChanged 1757
		SP:Iteration 4Q (3846.120000 sec): 3 clusters
  Score: Raw -4229937.667719 + Penalty 3451.368095 = -4226486.299624
  nChanged 1894
		SP:Iteration 5Q (3846.230000 sec): 3 clusters
  Score: Raw -4230710.081640 + Penalty 3451.368095 = -4227258.713545
  nChanged 2010
		SP:Iteration 6Q (3846.340000 sec): 3 clusters
  Score: Raw -4231601.591693 + Penalty 3451.368095 = -4228150.223599
  nChanged 2167
		SP:Iteration 7F (3846.450000 sec): 3 clusters
  Score: Raw -4232638.554102 + Penalty 3451.368095 = -4229187.186007
  nChanged 2218
		SP:Iteration 8F (3846.550000 sec): 3 clusters
  Score: Raw -4233728.074669 + Penalty 3451.368095 = -4230276.706574
  nChanged 2094
		SP:Iteration 9F (3846.670000 sec): 3 clusters
  Score: Raw -4234758.156926 + Penalty 3451.368095 = -4231306.788831
  nChanged 1989
		SP:Iteration 10Q (3846.780000 sec): 3 clusters
  Score: Raw -4235758.492077 + Penalty 3451.368095 = -4232307.123982
  nChanged 1830
		SP:Iteration 11Q (3846.890000 sec): 3 clusters
  Score: Raw -4236708.002856 + Penalty 3451.368095 = -4233256.634762
  nChanged 1639
		SP:Iteration 12Q (3846.990000 sec): 3 clusters
  Score: Raw -4237566.045108 + Penalty 3451.368095 = -4234114.677014
  nChanged 1564
		SP:Iteration 13Q (3847.100000 sec): 3 clusters
  Score: Raw -4238440.668801 + Penalty 3451.368095 = -4234989.300706
  nChanged 1446
		SP:Iteration 14Q (3847.220000 sec): 3 clusters
  Score: Raw -4239325.935522 + Penalty 3451.368095 = -4235874.567428
  nChanged 1370
		SP:Iteration 15Q (3847.320000 sec): 3 clusters
  Score: Raw -4240232.340693 + Penalty 3451.368095 = -4236780.972598
  nChanged 1170
		SP:Iteration 16Q (3847.430000 sec): 3 clusters
  Score: Raw -4241108.124917 + Penalty 3451.368095 = -4237656.756822
  nChanged 978
		SP:Iteration 17Q (3847.540000 sec): 3 clusters
  Score: Raw -4241912.360951 + Penalty 3451.368095 = -4238460.992856
  nChanged 708
		SP:Iteration 18Q (3847.640000 sec): 3 clusters
  Score: Raw -4242515.279683 + Penalty 3451.368095 = -4239063.911588
  nChanged 402
		SP:Iteration 19Q (3847.730000 sec): 3 clusters
  Score: Raw -4242841.738274 + Penalty 3451.368095 = -4239390.370179
  nChanged 241
		SP:Iteration 20F (3847.840000 sec): 3 clusters
  Score: Raw -4243026.248392 + Penalty 3451.368095 = -4239574.880297
  nChanged 124
		SP:Iteration 21Q (3847.920000 sec): 3 clusters
  Score: Raw -4243119.010430 + Penalty 3451.368095 = -4239667.642335
  nChanged 82
		SP:Iteration 22Q (3848.000000 sec): 3 clusters
  Score: Raw -4243178.656698 + Penalty 3451.368095 = -4239727.288604
  nChanged 55
		SP:Iteration 23Q (3848.080000 sec): 3 clusters
  Score: Raw -4243222.890751 + Penalty 3451.368095 = -4239771.522656
  nChanged 26
		SP:Iteration 24Q (3848.160000 sec): 3 clusters
  Score: Raw -4243249.376558 + Penalty 3451.368095 = -4239798.008463
  nChanged 22
		SP:Iteration 25Q (3848.240000 sec): 3 clusters
  Score: Raw -4243272.043090 + Penalty 3451.368095 = -4239820.674995
  nChanged 16
		SP:Iteration 26Q (3848.320000 sec): 3 clusters
  Score: Raw -4243284.666603 + Penalty 3451.368095 = -4239833.298508
  nChanged 13
		SP:Iteration 27Q (3848.390000 sec): 3 clusters
  Score: Raw -4243292.071976 + Penalty 3451.368095 = -4239840.703882
  nChanged 6
		SP:Iteration 28Q (3848.470000 sec): 3 clusters
  Score: Raw -4243296.615885 + Penalty 3451.368095 = -4239845.247790
  nChanged 4
		SP:Iteration 29Q (3848.540000 sec): 3 clusters
  Score: Raw -4243298.479842 + Penalty 3451.368095 = -4239847.111747
  nChanged 2
		SP:Iteration 30Q (3848.620000 sec): 3 clusters
  Score: Raw -4243299.759937 + Penalty 3451.368095 = -4239848.391843
  nChanged 3
		SP:Iteration 31Q (3848.700000 sec): 3 clusters
  Score: Raw -4243303.047758 + Penalty 3451.368095 = -4239851.679664
  nChanged 4
		SP:Iteration 32Q (3848.780000 sec): 3 clusters
  Score: Raw -4243305.459011 + Penalty 3451.368095 = -4239854.090916
  nChanged 0
		SP:Iteration 33F (3848.880000 sec): 3 clusters
  Score: Raw -4243305.459011 + Penalty 3451.368095 = -4239854.090916
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 30 (35681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3848.980000 sec): 2 clusters
  Score: Raw -3529729.783826 + Penalty 1703.385712 = -3528026.398114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3849.080000 sec): 3 clusters
  Score: Raw -3507495.458025 + Penalty 3406.771424 = -3504088.686601
  nChanged 16527
		SP:Iteration 1F (3849.170000 sec): 3 clusters
  Score: Raw -3516959.690623 + Penalty 3406.771424 = -3513552.919198
  nChanged 1632
		SP:Iteration 2Q (3849.270000 sec): 3 clusters
  Score: Raw -3517564.655582 + Penalty 3406.771424 = -3514157.884158
  nChanged 1570
		SP:Iteration 3Q (3849.360000 sec): 3 clusters
  Score: Raw -3518196.103203 + Penalty 3406.771424 = -3514789.331778
  nChanged 1624
		SP:Iteration 4Q (3849.460000 sec): 3 clusters
  Score: Raw -3518851.182171 + Penalty 3406.771424 = -3515444.410747
  nChanged 1583
		SP:Iteration 5Q (3849.560000 sec): 3 clusters
  Score: Raw -3519510.778091 + Penalty 3406.771424 = -3516104.006666
  nChanged 1605
		SP:Iteration 6Q (3849.650000 sec): 3 clusters
  Score: Raw -3520200.554879 + Penalty 3406.771424 = -3516793.783455
  nChanged 1596
		SP:Iteration 7Q (3849.760000 sec): 3 clusters
  Score: Raw -3520979.094480 + Penalty 3406.771424 = -3517572.323055
  nChanged 1709
		SP:Iteration 8Q (3849.850000 sec): 3 clusters
  Score: Raw -3521838.012741 + Penalty 3406.771424 = -3518431.241316
  nChanged 1737
		SP:Iteration 9Q (3849.940000 sec): 3 clusters
  Score: Raw -3522773.990373 + Penalty 3406.771424 = -3519367.218949
  nChanged 1715
		SP:Iteration 10Q (3850.040000 sec): 3 clusters
  Score: Raw -3523725.507408 + Penalty 3406.771424 = -3520318.735984
  nChanged 1564
		SP:Iteration 11Q (3850.130000 sec): 3 clusters
  Score: Raw -3524550.600275 + Penalty 3406.771424 = -3521143.828851
  nChanged 1373
		SP:Iteration 12Q (3850.220000 sec): 3 clusters
  Score: Raw -3525256.000813 + Penalty 3406.771424 = -3521849.229389
  nChanged 1138
		SP:Iteration 13Q (3850.320000 sec): 3 clusters
  Score: Raw -3525823.752127 + Penalty 3406.771424 = -3522416.980703
  nChanged 1055
		SP:Iteration 14Q (3850.400000 sec): 3 clusters
  Score: Raw -3526350.501313 + Penalty 3406.771424 = -3522943.729888
  nChanged 924
		SP:Iteration 15Q (3850.500000 sec): 3 clusters
  Score: Raw -3526790.893048 + Penalty 3406.771424 = -3523384.121624
  nChanged 855
		SP:Iteration 16Q (3850.580000 sec): 3 clusters
  Score: Raw -3527192.821152 + Penalty 3406.771424 = -3523786.049728
  nChanged 816
		SP:Iteration 17Q (3850.670000 sec): 3 clusters
  Score: Raw -3527604.086761 + Penalty 3406.771424 = -3524197.315336
  nChanged 791
		SP:Iteration 18Q (3850.750000 sec): 3 clusters
  Score: Raw -3528026.645040 + Penalty 3406.771424 = -3524619.873616
  nChanged 702
		SP:Iteration 19Q (3850.830000 sec): 3 clusters
  Score: Raw -3528426.175749 + Penalty 3406.771424 = -3525019.404325
  nChanged 692
		SP:Iteration 20F (3850.920000 sec): 3 clusters
  Score: Raw -3528806.099342 + Penalty 3406.771424 = -3525399.327918
  nChanged 586
		SP:Iteration 21Q (3851.010000 sec): 3 clusters
  Score: Raw -3529115.842918 + Penalty 3406.771424 = -3525709.071494
  nChanged 553
		SP:Iteration 22Q (3851.090000 sec): 3 clusters
  Score: Raw -3529378.716923 + Penalty 3406.771424 = -3525971.945498
  nChanged 505
		SP:Iteration 23Q (3851.170000 sec): 3 clusters
  Score: Raw -3529637.693895 + Penalty 3406.771424 = -3526230.922471
  nChanged 469
		SP:Iteration 24Q (3851.250000 sec): 3 clusters
  Score: Raw -3529853.449259 + Penalty 3406.771424 = -3526446.677835
  nChanged 397
		SP:Iteration 25Q (3851.330000 sec): 3 clusters
  Score: Raw -3530014.410571 + Penalty 3406.771424 = -3526607.639147
  nChanged 339
		SP:Iteration 26Q (3851.410000 sec): 3 clusters
  Score: Raw -3530151.769549 + Penalty 3406.771424 = -3526744.998124
  nChanged 303
		SP:Iteration 27Q (3851.480000 sec): 3 clusters
  Score: Raw -3530261.481923 + Penalty 3406.771424 = -3526854.710498
  nChanged 208
		SP:Iteration 28Q (3851.560000 sec): 3 clusters
  Score: Raw -3530320.238943 + Penalty 3406.771424 = -3526913.467518
  nChanged 175
		SP:Iteration 29Q (3851.640000 sec): 3 clusters
  Score: Raw -3530362.837500 + Penalty 3406.771424 = -3526956.066076
  nChanged 137
		SP:Iteration 30Q (3851.710000 sec): 3 clusters
  Score: Raw -3530393.809035 + Penalty 3406.771424 = -3526987.037611
  nChanged 108
		SP:Iteration 31Q (3851.780000 sec): 3 clusters
  Score: Raw -3530418.430153 + Penalty 3406.771424 = -3527011.658729
  nChanged 88
		SP:Iteration 32Q (3851.860000 sec): 3 clusters
  Score: Raw -3530437.725691 + Penalty 3406.771424 = -3527030.954267
  nChanged 71
		SP:Iteration 33Q (3851.930000 sec): 3 clusters
  Score: Raw -3530452.721491 + Penalty 3406.771424 = -3527045.950067
  nChanged 68
		SP:Iteration 34Q (3852.000000 sec): 3 clusters
  Score: Raw -3530466.691843 + Penalty 3406.771424 = -3527059.920419
  nChanged 64
		SP:Iteration 35Q (3852.080000 sec): 3 clusters
  Score: Raw -3530477.957033 + Penalty 3406.771424 = -3527071.185609
  nChanged 50
		SP:Iteration 36Q (3852.150000 sec): 3 clusters
  Score: Raw -3530486.747737 + Penalty 3406.771424 = -3527079.976313
  nChanged 39
		SP:Iteration 37Q (3852.230000 sec): 3 clusters
  Score: Raw -3530493.950527 + Penalty 3406.771424 = -3527087.179103
  nChanged 36
		SP:Iteration 38Q (3852.300000 sec): 3 clusters
  Score: Raw -3530500.226616 + Penalty 3406.771424 = -3527093.455192
  nChanged 28
		SP:Iteration 39Q (3852.380000 sec): 3 clusters
  Score: Raw -3530505.677507 + Penalty 3406.771424 = -3527098.906082
  nChanged 33
		SP:Iteration 40F (3852.470000 sec): 3 clusters
  Score: Raw -3530510.441573 + Penalty 3406.771424 = -3527103.670148
  nChanged 27
		SP:Iteration 41Q (3852.550000 sec): 3 clusters
  Score: Raw -3530514.642818 + Penalty 3406.771424 = -3527107.871394
  nChanged 24
		SP:Iteration 42Q (3852.620000 sec): 3 clusters
  Score: Raw -3530518.733516 + Penalty 3406.771424 = -3527111.962092
  nChanged 18
		SP:Iteration 43Q (3852.700000 sec): 3 clusters
  Score: Raw -3530521.700497 + Penalty 3406.771424 = -3527114.929072
  nChanged 14
		SP:Iteration 44Q (3852.780000 sec): 3 clusters
  Score: Raw -3530523.664219 + Penalty 3406.771424 = -3527116.892795
  nChanged 12
		SP:Iteration 45Q (3852.850000 sec): 3 clusters
  Score: Raw -3530525.383318 + Penalty 3406.771424 = -3527118.611894
  nChanged 15
		SP:Iteration 46Q (3852.920000 sec): 3 clusters
  Score: Raw -3530526.942264 + Penalty 3406.771424 = -3527120.170840
  nChanged 8
		SP:Iteration 47Q (3852.990000 sec): 3 clusters
  Score: Raw -3530528.036486 + Penalty 3406.771424 = -3527121.265062
  nChanged 8
		SP:Iteration 48Q (3853.070000 sec): 3 clusters
  Score: Raw -3530528.921122 + Penalty 3406.771424 = -3527122.149697
  nChanged 8
		SP:Iteration 49Q (3853.140000 sec): 3 clusters
  Score: Raw -3530529.872692 + Penalty 3406.771424 = -3527123.101267
  nChanged 8
		SP:Iteration 50Q (3853.210000 sec): 3 clusters
  Score: Raw -3530530.809292 + Penalty 3406.771424 = -3527124.037868
  nChanged 3
		SP:Iteration 51Q (3853.280000 sec): 3 clusters
  Score: Raw -3530531.153911 + Penalty 3406.771424 = -3527124.382487
  nChanged 6
		SP:Iteration 52Q (3853.360000 sec): 3 clusters
  Score: Raw -3530531.753859 + Penalty 3406.771424 = -3527124.982435
  nChanged 5
		SP:Iteration 53Q (3853.430000 sec): 3 clusters
  Score: Raw -3530532.230895 + Penalty 3406.771424 = -3527125.459471
  nChanged 2
		SP:Iteration 54Q (3853.500000 sec): 3 clusters
  Score: Raw -3530532.425930 + Penalty 3406.771424 = -3527125.654506
  nChanged 2
		SP:Iteration 55Q (3853.570000 sec): 3 clusters
  Score: Raw -3530532.633039 + Penalty 3406.771424 = -3527125.861615
  nChanged 2
		SP:Iteration 56Q (3853.640000 sec): 3 clusters
  Score: Raw -3530532.872967 + Penalty 3406.771424 = -3527126.101543
  nChanged 2
		SP:Iteration 57Q (3853.720000 sec): 3 clusters
  Score: Raw -3530533.122972 + Penalty 3406.771424 = -3527126.351547
  nChanged 3
		SP:Iteration 58Q (3853.790000 sec): 3 clusters
  Score: Raw -3530533.426584 + Penalty 3406.771424 = -3527126.655159
  nChanged 5
		SP:Iteration 59Q (3853.860000 sec): 3 clusters
  Score: Raw -3530533.984618 + Penalty 3406.771424 = -3527127.213193
  nChanged 6
		SP:Iteration 60F (3853.960000 sec): 3 clusters
  Score: Raw -3530534.733394 + Penalty 3406.771424 = -3527127.961969
  nChanged 4
		SP:Iteration 61Q (3854.030000 sec): 3 clusters
  Score: Raw -3530535.096174 + Penalty 3406.771424 = -3527128.324750
  nChanged 4
		SP:Iteration 62Q (3854.100000 sec): 3 clusters
  Score: Raw -3530535.590279 + Penalty 3406.771424 = -3527128.818855
  nChanged 6
		SP:Iteration 63Q (3854.170000 sec): 3 clusters
  Score: Raw -3530536.266660 + Penalty 3406.771424 = -3527129.495235
  nChanged 6
		SP:Iteration 64Q (3854.240000 sec): 3 clusters
  Score: Raw -3530536.836565 + Penalty 3406.771424 = -3527130.065141
  nChanged 8
		SP:Iteration 65Q (3854.320000 sec): 3 clusters
  Score: Raw -3530538.009616 + Penalty 3406.771424 = -3527131.238192
  nChanged 5
		SP:Iteration 66Q (3854.390000 sec): 3 clusters
  Score: Raw -3530538.742006 + Penalty 3406.771424 = -3527131.970582
  nChanged 6
		SP:Iteration 67Q (3854.460000 sec): 3 clusters
  Score: Raw -3530539.391183 + Penalty 3406.771424 = -3527132.619759
  nChanged 3
		SP:Iteration 68Q (3854.530000 sec): 3 clusters
  Score: Raw -3530539.859715 + Penalty 3406.771424 = -3527133.088291
  nChanged 8
		SP:Iteration 69Q (3854.600000 sec): 3 clusters
  Score: Raw -3530540.564242 + Penalty 3406.771424 = -3527133.792818
  nChanged 3
		SP:Iteration 70Q (3854.680000 sec): 3 clusters
  Score: Raw -3530540.886148 + Penalty 3406.771424 = -3527134.114724
  nChanged 3
		SP:Iteration 71Q (3854.750000 sec): 3 clusters
  Score: Raw -3530541.537940 + Penalty 3406.771424 = -3527134.766516
  nChanged 5
		SP:Iteration 72Q (3854.820000 sec): 3 clusters
  Score: Raw -3530542.223854 + Penalty 3406.771424 = -3527135.452429
  nChanged 5
		SP:Iteration 73Q (3854.900000 sec): 3 clusters
  Score: Raw -3530542.914501 + Penalty 3406.771424 = -3527136.143077
  nChanged 6
		SP:Iteration 74Q (3854.970000 sec): 3 clusters
  Score: Raw -3530543.672151 + Penalty 3406.771424 = -3527136.900727
  nChanged 5
		SP:Iteration 75Q (3855.040000 sec): 3 clusters
  Score: Raw -3530544.299635 + Penalty 3406.771424 = -3527137.528211
  nChanged 3
		SP:Iteration 76Q (3855.110000 sec): 3 clusters
  Score: Raw -3530544.550244 + Penalty 3406.771424 = -3527137.778820
  nChanged 1
		SP:Iteration 77Q (3855.180000 sec): 3 clusters
  Score: Raw -3530544.740249 + Penalty 3406.771424 = -3527137.968824
  nChanged 4
		SP:Iteration 78Q (3855.260000 sec): 3 clusters
  Score: Raw -3530545.222573 + Penalty 3406.771424 = -3527138.451148
  nChanged 7
		SP:Iteration 79Q (3855.320000 sec): 3 clusters
  Score: Raw -3530545.990921 + Penalty 3406.771424 = -3527139.219497
  nChanged 5
		SP:Iteration 80F (3855.420000 sec): 3 clusters
  Score: Raw -3530546.575075 + Penalty 3406.771424 = -3527139.803651
  nChanged 2
		SP:Iteration 81Q (3855.490000 sec): 3 clusters
  Score: Raw -3530546.762564 + Penalty 3406.771424 = -3527139.991140
  nChanged 1
		SP:Iteration 82Q (3855.560000 sec): 3 clusters
  Score: Raw -3530546.841397 + Penalty 3406.771424 = -3527140.069973
  nChanged 0
		SP:Iteration 83F (3855.660000 sec): 3 clusters
  Score: Raw -3530546.841397 + Penalty 3406.771424 = -3527140.069973
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 31 (4072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3855.690000 sec): 2 clusters
  Score: Raw -384519.590426 + Penalty 1350.682053 = -383168.908373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3855.700000 sec): 3 clusters
  Score: Raw -382476.906053 + Penalty 2701.364106 = -379775.541947
  nChanged 1607
		SP:Iteration 1F (3855.710000 sec): 3 clusters
  Score: Raw -383459.958688 + Penalty 2701.364106 = -380758.594581
  nChanged 387
		SP:Iteration 2F (3855.720000 sec): 3 clusters
  Score: Raw -383785.813327 + Penalty 2701.364106 = -381084.449220
  nChanged 280
		SP:Iteration 3F (3855.730000 sec): 3 clusters
  Score: Raw -383995.795065 + Penalty 2701.364106 = -381294.430959
  nChanged 202
		SP:Iteration 4Q (3855.740000 sec): 3 clusters
  Score: Raw -384151.424949 + Penalty 2701.364106 = -381450.060843
  nChanged 146
		SP:Iteration 5Q (3855.750000 sec): 3 clusters
  Score: Raw -384275.670247 + Penalty 2701.364106 = -381574.306141
  nChanged 151
		SP:Iteration 6Q (3855.760000 sec): 3 clusters
  Score: Raw -384394.172090 + Penalty 2701.364106 = -381692.807984
  nChanged 143
		SP:Iteration 7Q (3855.770000 sec): 3 clusters
  Score: Raw -384490.000769 + Penalty 2701.364106 = -381788.636663
  nChanged 111
		SP:Iteration 8Q (3855.780000 sec): 3 clusters
  Score: Raw -384558.586211 + Penalty 2701.364106 = -381857.222105
  nChanged 106
		SP:Iteration 9Q (3855.790000 sec): 3 clusters
  Score: Raw -384623.399402 + Penalty 2701.364106 = -381922.035295
  nChanged 103
		SP:Iteration 10Q (3855.800000 sec): 3 clusters
  Score: Raw -384684.170172 + Penalty 2701.364106 = -381982.806066
  nChanged 96
		SP:Iteration 11Q (3855.810000 sec): 3 clusters
  Score: Raw -384738.097714 + Penalty 2701.364106 = -382036.733607
  nChanged 80
		SP:Iteration 12Q (3855.820000 sec): 3 clusters
  Score: Raw -384781.556873 + Penalty 2701.364106 = -382080.192766
  nChanged 64
		SP:Iteration 13Q (3855.830000 sec): 3 clusters
  Score: Raw -384813.507280 + Penalty 2701.364106 = -382112.143173
  nChanged 45
		SP:Iteration 14Q (3855.840000 sec): 3 clusters
  Score: Raw -384833.885621 + Penalty 2701.364106 = -382132.521515
  nChanged 33
		SP:Iteration 15Q (3855.850000 sec): 3 clusters
  Score: Raw -384849.670924 + Penalty 2701.364106 = -382148.306818
  nChanged 37
		SP:Iteration 16Q (3855.860000 sec): 3 clusters
  Score: Raw -384864.898114 + Penalty 2701.364106 = -382163.534008
  nChanged 28
		SP:Iteration 17Q (3855.870000 sec): 3 clusters
  Score: Raw -384877.359120 + Penalty 2701.364106 = -382175.995013
  nChanged 28
		SP:Iteration 18Q (3855.880000 sec): 3 clusters
  Score: Raw -384890.089417 + Penalty 2701.364106 = -382188.725311
  nChanged 31
		SP:Iteration 19Q (3855.890000 sec): 3 clusters
  Score: Raw -384902.653725 + Penalty 2701.364106 = -382201.289619
  nChanged 27
		SP:Iteration 20F (3855.900000 sec): 3 clusters
  Score: Raw -384912.016357 + Penalty 2701.364106 = -382210.652250
  nChanged 17
		SP:Iteration 21Q (3855.910000 sec): 3 clusters
  Score: Raw -384917.249028 + Penalty 2701.364106 = -382215.884922
  nChanged 13
		SP:Iteration 22Q (3855.920000 sec): 3 clusters
  Score: Raw -384921.111568 + Penalty 2701.364106 = -382219.747461
  nChanged 9
		SP:Iteration 23Q (3855.920000 sec): 3 clusters
  Score: Raw -384924.748884 + Penalty 2701.364106 = -382223.384777
  nChanged 9
		SP:Iteration 24Q (3855.940000 sec): 3 clusters
  Score: Raw -384926.939720 + Penalty 2701.364106 = -382225.575614
  nChanged 4
		SP:Iteration 25Q (3855.940000 sec): 3 clusters
  Score: Raw -384928.006266 + Penalty 2701.364106 = -382226.642159
  nChanged 8
		SP:Iteration 26Q (3855.950000 sec): 3 clusters
  Score: Raw -384929.591521 + Penalty 2701.364106 = -382228.227415
  nChanged 8
		SP:Iteration 27Q (3855.960000 sec): 3 clusters
  Score: Raw -384932.308272 + Penalty 2701.364106 = -382230.944166
  nChanged 7
		SP:Iteration 28Q (3855.970000 sec): 3 clusters
  Score: Raw -384933.585620 + Penalty 2701.364106 = -382232.221514
  nChanged 3
		SP:Iteration 29Q (3855.980000 sec): 3 clusters
  Score: Raw -384934.167090 + Penalty 2701.364106 = -382232.802983
  nChanged 2
		SP:Iteration 30Q (3855.990000 sec): 3 clusters
  Score: Raw -384934.357594 + Penalty 2701.364106 = -382232.993488
  nChanged 0
		SP:Iteration 31F (3856.000000 sec): 3 clusters
  Score: Raw -384934.357594 + Penalty 2701.364106 = -382232.993488
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 32 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3856.010000 sec): 2 clusters
  Score: Raw -56762.373514 + Penalty 1062.917375 = -55699.456139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3856.010000 sec): 3 clusters
  Score: Raw -56671.101002 + Penalty 2125.834750 = -54545.266252
  nChanged 210
		SP:Iteration 1F (3856.010000 sec): 3 clusters
  Score: Raw -57077.886997 + Penalty 2125.834750 = -54952.052247
  nChanged 60
		SP:Iteration 2F (3856.010000 sec): 3 clusters
  Score: Raw -57207.610116 + Penalty 2125.834750 = -55081.775366
  nChanged 28
		SP:Iteration 3Q (3856.020000 sec): 3 clusters
  Score: Raw -57292.414145 + Penalty 2125.834750 = -55166.579396
  nChanged 31
		SP:Iteration 4Q (3856.020000 sec): 3 clusters
  Score: Raw -57380.844853 + Penalty 2125.834750 = -55255.010103
  nChanged 21
		SP:Iteration 5Q (3856.020000 sec): 3 clusters
  Score: Raw -57451.137618 + Penalty 2125.834750 = -55325.302868
  nChanged 17
		SP:Iteration 6Q (3856.020000 sec): 3 clusters
  Score: Raw -57511.623999 + Penalty 2125.834750 = -55385.789249
  nChanged 12
		SP:Iteration 7Q (3856.020000 sec): 3 clusters
  Score: Raw -57545.718276 + Penalty 2125.834750 = -55419.883527
  nChanged 14
		SP:Iteration 8Q (3856.020000 sec): 3 clusters
  Score: Raw -57580.786947 + Penalty 2125.834750 = -55454.952197
  nChanged 4
		SP:Iteration 9Q (3856.020000 sec): 3 clusters
  Score: Raw -57593.330601 + Penalty 2125.834750 = -55467.495851
  nChanged 5
		SP:Iteration 10Q (3856.020000 sec): 3 clusters
  Score: Raw -57609.844800 + Penalty 2125.834750 = -55484.010050
  nChanged 3
		SP:Iteration 11Q (3856.030000 sec): 3 clusters
  Score: Raw -57616.843487 + Penalty 2125.834750 = -55491.008737
  nChanged 2
		SP:Iteration 12Q (3856.030000 sec): 3 clusters
  Score: Raw -57621.673358 + Penalty 2125.834750 = -55495.838608
  nChanged 2
		SP:Iteration 13Q (3856.030000 sec): 3 clusters
  Score: Raw -57623.387890 + Penalty 2125.834750 = -55497.553140
  nChanged 1
		SP:Iteration 14Q (3856.030000 sec): 3 clusters
  Score: Raw -57626.490660 + Penalty 2125.834750 = -55500.655910
  nChanged 1
		SP:Iteration 15Q (3856.030000 sec): 3 clusters
  Score: Raw -57627.342394 + Penalty 2125.834750 = -55501.507644
  nChanged 0
		SP:Iteration 16F (3856.030000 sec): 3 clusters
  Score: Raw -57627.342394 + Penalty 2125.834750 = -55501.507644
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 33 (1699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3856.040000 sec): 2 clusters
  Score: Raw -152039.665063 + Penalty 1208.641707 = -150831.023355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3856.040000 sec): 3 clusters
  Score: Raw -151416.644793 + Penalty 2417.283415 = -148999.361378
  nChanged 587
		SP:Iteration 1F (3856.050000 sec): 3 clusters
  Score: Raw -152005.484521 + Penalty 2417.283415 = -149588.201106
  nChanged 173
		SP:Iteration 2F (3856.050000 sec): 3 clusters
  Score: Raw -152214.631317 + Penalty 2417.283415 = -149797.347902
  nChanged 116
		SP:Iteration 3F (3856.060000 sec): 3 clusters
  Score: Raw -152345.385735 + Penalty 2417.283415 = -149928.102321
  nChanged 83
		SP:Iteration 4Q (3856.060000 sec): 3 clusters
  Score: Raw -152425.593224 + Penalty 2417.283415 = -150008.309810
  nChanged 66
		SP:Iteration 5Q (3856.060000 sec): 3 clusters
  Score: Raw -152495.553900 + Penalty 2417.283415 = -150078.270485
  nChanged 55
		SP:Iteration 6Q (3856.070000 sec): 3 clusters
  Score: Raw -152544.334850 + Penalty 2417.283415 = -150127.051436
  nChanged 44
		SP:Iteration 7Q (3856.070000 sec): 3 clusters
  Score: Raw -152576.861798 + Penalty 2417.283415 = -150159.578383
  nChanged 28
		SP:Iteration 8Q (3856.080000 sec): 3 clusters
  Score: Raw -152606.207674 + Penalty 2417.283415 = -150188.924260
  nChanged 23
		SP:Iteration 9Q (3856.080000 sec): 3 clusters
  Score: Raw -152631.798560 + Penalty 2417.283415 = -150214.515145
  nChanged 25
		SP:Iteration 10Q (3856.080000 sec): 3 clusters
  Score: Raw -152649.068544 + Penalty 2417.283415 = -150231.785130
  nChanged 21
		SP:Iteration 11Q (3856.090000 sec): 3 clusters
  Score: Raw -152666.562127 + Penalty 2417.283415 = -150249.278713
  nChanged 19
		SP:Iteration 12Q (3856.090000 sec): 3 clusters
  Score: Raw -152684.518860 + Penalty 2417.283415 = -150267.235446
  nChanged 19
		SP:Iteration 13Q (3856.100000 sec): 3 clusters
  Score: Raw -152706.677715 + Penalty 2417.283415 = -150289.394300
  nChanged 24
		SP:Iteration 14Q (3856.100000 sec): 3 clusters
  Score: Raw -152727.754657 + Penalty 2417.283415 = -150310.471243
  nChanged 24
		SP:Iteration 15Q (3856.100000 sec): 3 clusters
  Score: Raw -152753.428528 + Penalty 2417.283415 = -150336.145114
  nChanged 16
		SP:Iteration 16Q (3856.110000 sec): 3 clusters
  Score: Raw -152774.703735 + Penalty 2417.283415 = -150357.420320
  nChanged 11
		SP:Iteration 17Q (3856.110000 sec): 3 clusters
  Score: Raw -152785.699059 + Penalty 2417.283415 = -150368.415644
  nChanged 11
		SP:Iteration 18Q (3856.120000 sec): 3 clusters
  Score: Raw -152794.121981 + Penalty 2417.283415 = -150376.838567
  nChanged 7
		SP:Iteration 19Q (3856.120000 sec): 3 clusters
  Score: Raw -152797.749001 + Penalty 2417.283415 = -150380.465586
  nChanged 3
		SP:Iteration 20F (3856.120000 sec): 3 clusters
  Score: Raw -152799.164604 + Penalty 2417.283415 = -150381.881189
  nChanged 4
		SP:Iteration 21Q (3856.130000 sec): 3 clusters
  Score: Raw -152800.632303 + Penalty 2417.283415 = -150383.348889
  nChanged 3
		SP:Iteration 22Q (3856.130000 sec): 3 clusters
  Score: Raw -152802.336464 + Penalty 2417.283415 = -150385.053049
  nChanged 2
		SP:Iteration 23Q (3856.140000 sec): 3 clusters
  Score: Raw -152803.375448 + Penalty 2417.283415 = -150386.092033
  nChanged 1
		SP:Iteration 24Q (3856.140000 sec): 3 clusters
  Score: Raw -152804.248811 + Penalty 2417.283415 = -150386.965396
  nChanged 2
		SP:Iteration 25Q (3856.140000 sec): 3 clusters
  Score: Raw -152805.102850 + Penalty 2417.283415 = -150387.819436
  nChanged 1
		SP:Iteration 26Q (3856.150000 sec): 3 clusters
  Score: Raw -152805.927367 + Penalty 2417.283415 = -150388.643952
  nChanged 1
		SP:Iteration 27Q (3856.150000 sec): 3 clusters
  Score: Raw -152806.280701 + Penalty 2417.283415 = -150388.997286
  nChanged 0
		SP:Iteration 28F (3856.160000 sec): 3 clusters
  Score: Raw -152806.280701 + Penalty 2417.283415 = -150388.997286
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 34 (115979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3856.540000 sec): 2 clusters
  Score: Raw -11929878.998602 + Penalty 1894.939218 = -11927984.059384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3856.850000 sec): 3 clusters
  Score: Raw -11853949.997435 + Penalty 3789.878436 = -11850160.118999
  nChanged 55870
		SP:Iteration 1F (3857.150000 sec): 3 clusters
  Score: Raw -11887286.119231 + Penalty 3789.878436 = -11883496.240794
  nChanged 5040
		SP:Iteration 2Q (3857.460000 sec): 3 clusters
  Score: Raw -11889196.996088 + Penalty 3789.878436 = -11885407.117652
  nChanged 6843
		SP:Iteration 3F (3857.770000 sec): 3 clusters
  Score: Raw -11892871.271938 + Penalty 3789.878436 = -11889081.393501
  nChanged 9038
		SP:Iteration 4F (3858.080000 sec): 3 clusters
  Score: Raw -11899531.947604 + Penalty 3789.878436 = -11895742.069168
  nChanged 10905
		SP:Iteration 5F (3858.380000 sec): 3 clusters
  Score: Raw -11909519.153610 + Penalty 3789.878436 = -11905729.275174
  nChanged 9769
		SP:Iteration 6F (3858.690000 sec): 3 clusters
  Score: Raw -11919271.973261 + Penalty 3789.878436 = -11915482.094824
  nChanged 6315
		SP:Iteration 7F (3858.990000 sec): 3 clusters
  Score: Raw -11925597.100933 + Penalty 3789.878436 = -11921807.222496
  nChanged 3038
		SP:Iteration 8Q (3859.280000 sec): 3 clusters
  Score: Raw -11928539.585940 + Penalty 3789.878436 = -11924749.707503
  nChanged 1094
		SP:Iteration 9Q (3859.540000 sec): 3 clusters
  Score: Raw -11929556.710830 + Penalty 3789.878436 = -11925766.832394
  nChanged 316
		SP:Iteration 10Q (3859.770000 sec): 3 clusters
  Score: Raw -11929862.964003 + Penalty 3789.878436 = -11926073.085567
  nChanged 109
		SP:Iteration 11Q (3859.990000 sec): 3 clusters
  Score: Raw -11929994.106991 + Penalty 3789.878436 = -11926204.228555
  nChanged 56
		SP:Iteration 12Q (3860.200000 sec): 3 clusters
  Score: Raw -11930052.053711 + Penalty 3789.878436 = -11926262.175274
  nChanged 39
		SP:Iteration 13Q (3860.420000 sec): 3 clusters
  Score: Raw -11930099.874131 + Penalty 3789.878436 = -11926309.995695
  nChanged 23
		SP:Iteration 14Q (3860.620000 sec): 3 clusters
  Score: Raw -11930126.068521 + Penalty 3789.878436 = -11926336.190085
  nChanged 13
		SP:Iteration 15Q (3860.840000 sec): 3 clusters
  Score: Raw -11930141.724105 + Penalty 3789.878436 = -11926351.845669
  nChanged 8
		SP:Iteration 16Q (3861.050000 sec): 3 clusters
  Score: Raw -11930150.594713 + Penalty 3789.878436 = -11926360.716276
  nChanged 4
		SP:Iteration 17Q (3861.260000 sec): 3 clusters
  Score: Raw -11930154.869698 + Penalty 3789.878436 = -11926364.991262
  nChanged 2
		SP:Iteration 18Q (3861.470000 sec): 3 clusters
  Score: Raw -11930156.597946 + Penalty 3789.878436 = -11926366.719510
  nChanged 2
		SP:Iteration 19Q (3861.690000 sec): 3 clusters
  Score: Raw -11930158.577560 + Penalty 3789.878436 = -11926368.699124
  nChanged 1
		SP:Iteration 20F (3862.000000 sec): 3 clusters
  Score: Raw -11930160.600531 + Penalty 3789.878436 = -11926370.722095
  nChanged 2
		SP:Iteration 21Q (3862.210000 sec): 3 clusters
  Score: Raw -11930161.783669 + Penalty 3789.878436 = -11926371.905232
  nChanged 1
		SP:Iteration 22Q (3862.420000 sec): 3 clusters
  Score: Raw -11930162.222724 + Penalty 3789.878436 = -11926372.344288
  nChanged 0
		SP:Iteration 23F (3862.710000 sec): 3 clusters
  Score: Raw -11930162.222724 + Penalty 3789.878436 = -11926372.344288
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 35 (8641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3862.820000 sec): 2 clusters
  Score: Raw -783284.249429 + Penalty 1472.944459 = -781811.304969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3862.850000 sec): 3 clusters
  Score: Raw -778514.737171 + Penalty 2945.888919 = -775568.848252
  nChanged 3668
		SP:Iteration 1F (3862.870000 sec): 3 clusters
  Score: Raw -780626.785250 + Penalty 2945.888919 = -777680.896331
  nChanged 595
		SP:Iteration 2F (3862.890000 sec): 3 clusters
  Score: Raw -780969.329078 + Penalty 2945.888919 = -778023.440159
  nChanged 503
		SP:Iteration 3F (3862.910000 sec): 3 clusters
  Score: Raw -781273.541615 + Penalty 2945.888919 = -778327.652696
  nChanged 456
		SP:Iteration 4F (3862.940000 sec): 3 clusters
  Score: Raw -781556.381082 + Penalty 2945.888919 = -778610.492163
  nChanged 436
		SP:Iteration 5F (3862.960000 sec): 3 clusters
  Score: Raw -781811.839016 + Penalty 2945.888919 = -778865.950097
  nChanged 414
		SP:Iteration 6Q (3862.980000 sec): 3 clusters
  Score: Raw -782037.886094 + Penalty 2945.888919 = -779091.997175
  nChanged 370
		SP:Iteration 7Q (3863.000000 sec): 3 clusters
  Score: Raw -782254.851239 + Penalty 2945.888919 = -779308.962320
  nChanged 333
		SP:Iteration 8Q (3863.020000 sec): 3 clusters
  Score: Raw -782452.605770 + Penalty 2945.888919 = -779506.716852
  nChanged 316
		SP:Iteration 9Q (3863.040000 sec): 3 clusters
  Score: Raw -782626.785011 + Penalty 2945.888919 = -779680.896092
  nChanged 274
		SP:Iteration 10Q (3863.060000 sec): 3 clusters
  Score: Raw -782784.747244 + Penalty 2945.888919 = -779838.858326
  nChanged 219
		SP:Iteration 11Q (3863.080000 sec): 3 clusters
  Score: Raw -782912.882916 + Penalty 2945.888919 = -779966.993998
  nChanged 188
		SP:Iteration 12Q (3863.110000 sec): 3 clusters
  Score: Raw -783010.011662 + Penalty 2945.888919 = -780064.122743
  nChanged 154
		SP:Iteration 13Q (3863.130000 sec): 3 clusters
  Score: Raw -783083.454542 + Penalty 2945.888919 = -780137.565623
  nChanged 135
		SP:Iteration 14Q (3863.150000 sec): 3 clusters
  Score: Raw -783150.404191 + Penalty 2945.888919 = -780204.515273
  nChanged 110
		SP:Iteration 15Q (3863.170000 sec): 3 clusters
  Score: Raw -783203.085968 + Penalty 2945.888919 = -780257.197049
  nChanged 103
		SP:Iteration 16Q (3863.190000 sec): 3 clusters
  Score: Raw -783255.197494 + Penalty 2945.888919 = -780309.308575
  nChanged 84
		SP:Iteration 17Q (3863.210000 sec): 3 clusters
  Score: Raw -783295.447065 + Penalty 2945.888919 = -780349.558147
  nChanged 70
		SP:Iteration 18Q (3863.230000 sec): 3 clusters
  Score: Raw -783327.176583 + Penalty 2945.888919 = -780381.287664
  nChanged 71
		SP:Iteration 19Q (3863.250000 sec): 3 clusters
  Score: Raw -783355.825222 + Penalty 2945.888919 = -780409.936303
  nChanged 55
		SP:Iteration 20F (3863.270000 sec): 3 clusters
  Score: Raw -783378.134789 + Penalty 2945.888919 = -780432.245870
  nChanged 54
		SP:Iteration 21Q (3863.290000 sec): 3 clusters
  Score: Raw -783397.644049 + Penalty 2945.888919 = -780451.755130
  nChanged 51
		SP:Iteration 22Q (3863.310000 sec): 3 clusters
  Score: Raw -783416.430039 + Penalty 2945.888919 = -780470.541120
  nChanged 42
		SP:Iteration 23Q (3863.330000 sec): 3 clusters
  Score: Raw -783434.754390 + Penalty 2945.888919 = -780488.865471
  nChanged 50
		SP:Iteration 24Q (3863.350000 sec): 3 clusters
  Score: Raw -783452.833405 + Penalty 2945.888919 = -780506.944487
  nChanged 40
		SP:Iteration 25Q (3863.360000 sec): 3 clusters
  Score: Raw -783466.713376 + Penalty 2945.888919 = -780520.824457
  nChanged 44
		SP:Iteration 26Q (3863.380000 sec): 3 clusters
  Score: Raw -783482.450481 + Penalty 2945.888919 = -780536.561563
  nChanged 44
		SP:Iteration 27Q (3863.400000 sec): 3 clusters
  Score: Raw -783498.151292 + Penalty 2945.888919 = -780552.262373
  nChanged 43
		SP:Iteration 28Q (3863.420000 sec): 3 clusters
  Score: Raw -783512.488480 + Penalty 2945.888919 = -780566.599562
  nChanged 32
		SP:Iteration 29Q (3863.440000 sec): 3 clusters
  Score: Raw -783524.812601 + Penalty 2945.888919 = -780578.923682
  nChanged 34
		SP:Iteration 30Q (3863.460000 sec): 3 clusters
  Score: Raw -783535.059234 + Penalty 2945.888919 = -780589.170316
  nChanged 29
		SP:Iteration 31Q (3863.480000 sec): 3 clusters
  Score: Raw -783543.654729 + Penalty 2945.888919 = -780597.765810
  nChanged 26
		SP:Iteration 32Q (3863.500000 sec): 3 clusters
  Score: Raw -783549.624374 + Penalty 2945.888919 = -780603.735455
  nChanged 14
		SP:Iteration 33Q (3863.520000 sec): 3 clusters
  Score: Raw -783554.029959 + Penalty 2945.888919 = -780608.141040
  nChanged 15
		SP:Iteration 34Q (3863.530000 sec): 3 clusters
  Score: Raw -783558.474284 + Penalty 2945.888919 = -780612.585365
  nChanged 12
		SP:Iteration 35Q (3863.550000 sec): 3 clusters
  Score: Raw -783562.675833 + Penalty 2945.888919 = -780616.786914
  nChanged 10
		SP:Iteration 36Q (3863.570000 sec): 3 clusters
  Score: Raw -783567.316463 + Penalty 2945.888919 = -780621.427544
  nChanged 10
		SP:Iteration 37Q (3863.590000 sec): 3 clusters
  Score: Raw -783570.463011 + Penalty 2945.888919 = -780624.574092
  nChanged 10
		SP:Iteration 38Q (3863.600000 sec): 3 clusters
  Score: Raw -783574.121947 + Penalty 2945.888919 = -780628.233028
  nChanged 6
		SP:Iteration 39Q (3863.620000 sec): 3 clusters
  Score: Raw -783575.869836 + Penalty 2945.888919 = -780629.980917
  nChanged 6
		SP:Iteration 40F (3863.640000 sec): 3 clusters
  Score: Raw -783577.010790 + Penalty 2945.888919 = -780631.121872
  nChanged 8
		SP:Iteration 41Q (3863.660000 sec): 3 clusters
  Score: Raw -783578.714397 + Penalty 2945.888919 = -780632.825478
  nChanged 6
		SP:Iteration 42Q (3863.680000 sec): 3 clusters
  Score: Raw -783580.826695 + Penalty 2945.888919 = -780634.937776
  nChanged 6
		SP:Iteration 43Q (3863.700000 sec): 3 clusters
  Score: Raw -783581.909969 + Penalty 2945.888919 = -780636.021050
  nChanged 3
		SP:Iteration 44Q (3863.720000 sec): 3 clusters
  Score: Raw -783582.895861 + Penalty 2945.888919 = -780637.006943
  nChanged 3
		SP:Iteration 45Q (3863.740000 sec): 3 clusters
  Score: Raw -783583.937029 + Penalty 2945.888919 = -780638.048111
  nChanged 4
		SP:Iteration 46Q (3863.750000 sec): 3 clusters
  Score: Raw -783584.827139 + Penalty 2945.888919 = -780638.938220
  nChanged 6
		SP:Iteration 47Q (3863.770000 sec): 3 clusters
  Score: Raw -783586.386350 + Penalty 2945.888919 = -780640.497431
  nChanged 3
		SP:Iteration 48Q (3863.790000 sec): 3 clusters
  Score: Raw -783586.869057 + Penalty 2945.888919 = -780640.980138
  nChanged 2
		SP:Iteration 49Q (3863.810000 sec): 3 clusters
  Score: Raw -783587.445689 + Penalty 2945.888919 = -780641.556770
  nChanged 2
		SP:Iteration 50Q (3863.820000 sec): 3 clusters
  Score: Raw -783587.999308 + Penalty 2945.888919 = -780642.110390
  nChanged 1
		SP:Iteration 51Q (3863.840000 sec): 3 clusters
  Score: Raw -783588.121365 + Penalty 2945.888919 = -780642.232446
  nChanged 1
		SP:Iteration 52Q (3863.860000 sec): 3 clusters
  Score: Raw -783588.403903 + Penalty 2945.888919 = -780642.514984
  nChanged 0
		SP:Iteration 53F (3863.880000 sec): 3 clusters
  Score: Raw -783588.403903 + Penalty 2945.888919 = -780642.514984
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 36 (3732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3863.900000 sec): 2 clusters
  Score: Raw -379756.778834 + Penalty 1336.513679 = -378420.265156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3863.910000 sec): 3 clusters
  Score: Raw -377910.346414 + Penalty 2673.027358 = -375237.319056
  nChanged 1452
		SP:Iteration 1F (3863.920000 sec): 3 clusters
  Score: Raw -378684.829324 + Penalty 2673.027358 = -376011.801967
  nChanged 299
		SP:Iteration 2F (3863.920000 sec): 3 clusters
  Score: Raw -378924.685386 + Penalty 2673.027358 = -376251.658029
  nChanged 262
		SP:Iteration 3F (3863.940000 sec): 3 clusters
  Score: Raw -379173.945642 + Penalty 2673.027358 = -376500.918285
  nChanged 295
		SP:Iteration 4F (3863.940000 sec): 3 clusters
  Score: Raw -379506.976123 + Penalty 2673.027358 = -376833.948766
  nChanged 293
		SP:Iteration 5F (3863.950000 sec): 3 clusters
  Score: Raw -379895.283705 + Penalty 2673.027358 = -377222.256348
  nChanged 271
		SP:Iteration 6F (3863.960000 sec): 3 clusters
  Score: Raw -380236.965534 + Penalty 2673.027358 = -377563.938176
  nChanged 201
		SP:Iteration 7F (3863.970000 sec): 3 clusters
  Score: Raw -380421.923055 + Penalty 2673.027358 = -377748.895698
  nChanged 124
		SP:Iteration 8Q (3863.980000 sec): 3 clusters
  Score: Raw -380502.814889 + Penalty 2673.027358 = -377829.787531
  nChanged 84
		SP:Iteration 9Q (3863.990000 sec): 3 clusters
  Score: Raw -380544.642193 + Penalty 2673.027358 = -377871.614835
  nChanged 36
		SP:Iteration 10Q (3864.000000 sec): 3 clusters
  Score: Raw -380559.462998 + Penalty 2673.027358 = -377886.435640
  nChanged 26
		SP:Iteration 11Q (3864.010000 sec): 3 clusters
  Score: Raw -380573.952022 + Penalty 2673.027358 = -377900.924665
  nChanged 27
		SP:Iteration 12Q (3864.020000 sec): 3 clusters
  Score: Raw -380584.363998 + Penalty 2673.027358 = -377911.336641
  nChanged 18
		SP:Iteration 13Q (3864.020000 sec): 3 clusters
  Score: Raw -380592.509576 + Penalty 2673.027358 = -377919.482219
  nChanged 12
		SP:Iteration 14Q (3864.040000 sec): 3 clusters
  Score: Raw -380598.737700 + Penalty 2673.027358 = -377925.710343
  nChanged 18
		SP:Iteration 15Q (3864.040000 sec): 3 clusters
  Score: Raw -380607.011562 + Penalty 2673.027358 = -377933.984204
  nChanged 20
		SP:Iteration 16Q (3864.050000 sec): 3 clusters
  Score: Raw -380617.027572 + Penalty 2673.027358 = -377944.000214
  nChanged 19
		SP:Iteration 17Q (3864.060000 sec): 3 clusters
  Score: Raw -380625.824607 + Penalty 2673.027358 = -377952.797250
  nChanged 16
		SP:Iteration 18Q (3864.070000 sec): 3 clusters
  Score: Raw -380631.246534 + Penalty 2673.027358 = -377958.219177
  nChanged 8
		SP:Iteration 19Q (3864.080000 sec): 3 clusters
  Score: Raw -380635.191939 + Penalty 2673.027358 = -377962.164582
  nChanged 10
		SP:Iteration 20F (3864.090000 sec): 3 clusters
  Score: Raw -380639.290461 + Penalty 2673.027358 = -377966.263103
  nChanged 9
		SP:Iteration 21Q (3864.100000 sec): 3 clusters
  Score: Raw -380642.218620 + Penalty 2673.027358 = -377969.191262
  nChanged 5
		SP:Iteration 22Q (3864.100000 sec): 3 clusters
  Score: Raw -380643.673712 + Penalty 2673.027358 = -377970.646354
  nChanged 3
		SP:Iteration 23Q (3864.120000 sec): 3 clusters
  Score: Raw -380644.504973 + Penalty 2673.027358 = -377971.477615
  nChanged 3
		SP:Iteration 24Q (3864.120000 sec): 3 clusters
  Score: Raw -380644.937032 + Penalty 2673.027358 = -377971.909674
  nChanged 3
		SP:Iteration 25Q (3864.130000 sec): 3 clusters
  Score: Raw -380645.711341 + Penalty 2673.027358 = -377972.683983
  nChanged 4
		SP:Iteration 26Q (3864.140000 sec): 3 clusters
  Score: Raw -380646.872584 + Penalty 2673.027358 = -377973.845226
  nChanged 2
		SP:Iteration 27Q (3864.150000 sec): 3 clusters
  Score: Raw -380647.381636 + Penalty 2673.027358 = -377974.354279
  nChanged 2
		SP:Iteration 28Q (3864.160000 sec): 3 clusters
  Score: Raw -380648.225250 + Penalty 2673.027358 = -377975.197893
  nChanged 4
		SP:Iteration 29Q (3864.170000 sec): 3 clusters
  Score: Raw -380650.292290 + Penalty 2673.027358 = -377977.264933
  nChanged 3
		SP:Iteration 30Q (3864.180000 sec): 3 clusters
  Score: Raw -380651.195767 + Penalty 2673.027358 = -377978.168409
  nChanged 1
		SP:Iteration 31Q (3864.180000 sec): 3 clusters
  Score: Raw -380651.660458 + Penalty 2673.027358 = -377978.633100
  nChanged 2
		SP:Iteration 32Q (3864.190000 sec): 3 clusters
  Score: Raw -380652.256357 + Penalty 2673.027358 = -377979.229000
  nChanged 0
		SP:Iteration 33F (3864.200000 sec): 3 clusters
  Score: Raw -380652.256357 + Penalty 2673.027358 = -377979.229000
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 37 (8276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3864.230000 sec): 2 clusters
  Score: Raw -770424.683684 + Penalty 1465.931194 = -768958.752491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3864.250000 sec): 3 clusters
  Score: Raw -765867.633846 + Penalty 2931.862388 = -762935.771458
  nChanged 3503
		SP:Iteration 1F (3864.270000 sec): 3 clusters
  Score: Raw -768112.653921 + Penalty 2931.862388 = -765180.791533
  nChanged 766
		SP:Iteration 2F (3864.290000 sec): 3 clusters
  Score: Raw -768762.651252 + Penalty 2931.862388 = -765830.788864
  nChanged 634
		SP:Iteration 3F (3864.310000 sec): 3 clusters
  Score: Raw -769226.353644 + Penalty 2931.862388 = -766294.491256
  nChanged 505
		SP:Iteration 4F (3864.340000 sec): 3 clusters
  Score: Raw -769584.461835 + Penalty 2931.862388 = -766652.599447
  nChanged 456
		SP:Iteration 5F (3864.360000 sec): 3 clusters
  Score: Raw -769892.440656 + Penalty 2931.862388 = -766960.578268
  nChanged 410
		SP:Iteration 6Q (3864.380000 sec): 3 clusters
  Score: Raw -770140.024136 + Penalty 2931.862388 = -767208.161748
  nChanged 305
		SP:Iteration 7Q (3864.400000 sec): 3 clusters
  Score: Raw -770313.870362 + Penalty 2931.862388 = -767382.007974
  nChanged 279
		SP:Iteration 8Q (3864.420000 sec): 3 clusters
  Score: Raw -770478.445895 + Penalty 2931.862388 = -767546.583507
  nChanged 229
		SP:Iteration 9Q (3864.440000 sec): 3 clusters
  Score: Raw -770587.606285 + Penalty 2931.862388 = -767655.743897
  nChanged 190
		SP:Iteration 10Q (3864.460000 sec): 3 clusters
  Score: Raw -770674.399454 + Penalty 2931.862388 = -767742.537067
  nChanged 159
		SP:Iteration 11Q (3864.480000 sec): 3 clusters
  Score: Raw -770732.554132 + Penalty 2931.862388 = -767800.691745
  nChanged 119
		SP:Iteration 12Q (3864.500000 sec): 3 clusters
  Score: Raw -770774.811061 + Penalty 2931.862388 = -767842.948673
  nChanged 112
		SP:Iteration 13Q (3864.520000 sec): 3 clusters
  Score: Raw -770812.224030 + Penalty 2931.862388 = -767880.361643
  nChanged 80
		SP:Iteration 14Q (3864.540000 sec): 3 clusters
  Score: Raw -770840.100858 + Penalty 2931.862388 = -767908.238470
  nChanged 78
		SP:Iteration 15Q (3864.560000 sec): 3 clusters
  Score: Raw -770868.870400 + Penalty 2931.862388 = -767937.008013
  nChanged 82
		SP:Iteration 16Q (3864.580000 sec): 3 clusters
  Score: Raw -770898.584230 + Penalty 2931.862388 = -767966.721842
  nChanged 56
		SP:Iteration 17Q (3864.600000 sec): 3 clusters
  Score: Raw -770918.313272 + Penalty 2931.862388 = -767986.450884
  nChanged 51
		SP:Iteration 18Q (3864.620000 sec): 3 clusters
  Score: Raw -770930.625371 + Penalty 2931.862388 = -767998.762983
  nChanged 40
		SP:Iteration 19Q (3864.640000 sec): 3 clusters
  Score: Raw -770941.118100 + Penalty 2931.862388 = -768009.255713
  nChanged 35
		SP:Iteration 20F (3864.660000 sec): 3 clusters
  Score: Raw -770948.104835 + Penalty 2931.862388 = -768016.242448
  nChanged 23
		SP:Iteration 21Q (3864.680000 sec): 3 clusters
  Score: Raw -770952.192674 + Penalty 2931.862388 = -768020.330287
  nChanged 17
		SP:Iteration 22Q (3864.700000 sec): 3 clusters
  Score: Raw -770955.237845 + Penalty 2931.862388 = -768023.375457
  nChanged 10
		SP:Iteration 23Q (3864.710000 sec): 3 clusters
  Score: Raw -770956.989331 + Penalty 2931.862388 = -768025.126944
  nChanged 13
		SP:Iteration 24Q (3864.730000 sec): 3 clusters
  Score: Raw -770958.966023 + Penalty 2931.862388 = -768027.103636
  nChanged 12
		SP:Iteration 25Q (3864.750000 sec): 3 clusters
  Score: Raw -770961.493313 + Penalty 2931.862388 = -768029.630925
  nChanged 17
		SP:Iteration 26Q (3864.770000 sec): 3 clusters
  Score: Raw -770965.063598 + Penalty 2931.862388 = -768033.201210
  nChanged 16
		SP:Iteration 27Q (3864.790000 sec): 3 clusters
  Score: Raw -770967.768438 + Penalty 2931.862388 = -768035.906050
  nChanged 12
		SP:Iteration 28Q (3864.810000 sec): 3 clusters
  Score: Raw -770969.101550 + Penalty 2931.862388 = -768037.239162
  nChanged 5
		SP:Iteration 29Q (3864.830000 sec): 3 clusters
  Score: Raw -770969.532762 + Penalty 2931.862388 = -768037.670374
  nChanged 5
		SP:Iteration 30Q (3864.850000 sec): 3 clusters
  Score: Raw -770969.944311 + Penalty 2931.862388 = -768038.081924
  nChanged 3
		SP:Iteration 31Q (3864.870000 sec): 3 clusters
  Score: Raw -770970.253954 + Penalty 2931.862388 = -768038.391566
  nChanged 1
		SP:Iteration 32Q (3864.890000 sec): 3 clusters
  Score: Raw -770970.423156 + Penalty 2931.862388 = -768038.560769
  nChanged 2
		SP:Iteration 33Q (3864.910000 sec): 3 clusters
  Score: Raw -770970.733744 + Penalty 2931.862388 = -768038.871357
  nChanged 6
		SP:Iteration 34Q (3864.930000 sec): 3 clusters
  Score: Raw -770971.415355 + Penalty 2931.862388 = -768039.552967
  nChanged 4
		SP:Iteration 35Q (3864.950000 sec): 3 clusters
  Score: Raw -770972.133073 + Penalty 2931.862388 = -768040.270685
  nChanged 5
		SP:Iteration 36Q (3864.970000 sec): 3 clusters
  Score: Raw -770973.021033 + Penalty 2931.862388 = -768041.158645
  nChanged 8
		SP:Iteration 37Q (3864.990000 sec): 3 clusters
  Score: Raw -770974.057317 + Penalty 2931.862388 = -768042.194929
  nChanged 4
		SP:Iteration 38Q (3865.010000 sec): 3 clusters
  Score: Raw -770974.453489 + Penalty 2931.862388 = -768042.591101
  nChanged 6
		SP:Iteration 39Q (3865.020000 sec): 3 clusters
  Score: Raw -770975.249159 + Penalty 2931.862388 = -768043.386771
  nChanged 2
		SP:Iteration 40F (3865.050000 sec): 3 clusters
  Score: Raw -770975.585934 + Penalty 2931.862388 = -768043.723546
  nChanged 2
		SP:Iteration 41Q (3865.070000 sec): 3 clusters
  Score: Raw -770975.801728 + Penalty 2931.862388 = -768043.939340
  nChanged 0
		SP:Iteration 42F (3865.090000 sec): 3 clusters
  Score: Raw -770975.801728 + Penalty 2931.862388 = -768043.939340
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 38 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3865.100000 sec): 2 clusters
  Score: Raw -16092.082611 + Penalty 843.855488 = -15248.227123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3865.100000 sec): 3 clusters
  Score: Raw -16252.852832 + Penalty 1687.710977 = -14565.141855
  nChanged 23
		SP:Iteration 1F (3865.100000 sec): 3 clusters
  Score: Raw -16322.425882 + Penalty 1687.710977 = -14634.714905
  nChanged 10
		SP:Iteration 2F (3865.100000 sec): 3 clusters
  Score: Raw -16353.849031 + Penalty 1687.710977 = -14666.138055
  nChanged 6
		SP:Iteration 3Q (3865.100000 sec): 3 clusters
  Score: Raw -16392.469213 + Penalty 1687.710977 = -14704.758236
  nChanged 6
		SP:Iteration 4Q (3865.100000 sec): 3 clusters
  Score: Raw -16405.497288 + Penalty 1687.710977 = -14717.786311
  nChanged 1
		SP:Iteration 5Q (3865.100000 sec): 3 clusters
  Score: Raw -16406.435697 + Penalty 1687.710977 = -14718.724720
  nChanged 1
		SP:Iteration 6Q (3865.100000 sec): 3 clusters
  Score: Raw -16407.285248 + Penalty 1687.710977 = -14719.574272
  nChanged 0
		SP:Iteration 7F (3865.100000 sec): 3 clusters
  Score: Raw -16407.285248 + Penalty 1687.710977 = -14719.574272
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 39 (46461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3865.240000 sec): 2 clusters
  Score: Raw -4762608.283663 + Penalty 1746.284886 = -4760861.998777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3865.370000 sec): 3 clusters
  Score: Raw -4733209.087032 + Penalty 3492.569772 = -4729716.517259
  nChanged 21770
		SP:Iteration 1F (3865.490000 sec): 3 clusters
  Score: Raw -4745347.572694 + Penalty 3492.569772 = -4741855.002921
  nChanged 2013
		SP:Iteration 2Q (3865.620000 sec): 3 clusters
  Score: Raw -4746054.859639 + Penalty 3492.569772 = -4742562.289866
  nChanged 2436
		SP:Iteration 3F (3865.740000 sec): 3 clusters
  Score: Raw -4747178.158470 + Penalty 3492.569772 = -4743685.588698
  nChanged 2969
		SP:Iteration 4F (3865.860000 sec): 3 clusters
  Score: Raw -4748996.437945 + Penalty 3492.569772 = -4745503.868172
  nChanged 3644
		SP:Iteration 5F (3865.980000 sec): 3 clusters
  Score: Raw -4751779.607475 + Penalty 3492.569772 = -4748287.037703
  nChanged 3760
		SP:Iteration 6F (3866.100000 sec): 3 clusters
  Score: Raw -4754943.177139 + Penalty 3492.569772 = -4751450.607366
  nChanged 3230
		SP:Iteration 7F (3866.220000 sec): 3 clusters
  Score: Raw -4757688.984153 + Penalty 3492.569772 = -4754196.414381
  nChanged 2381
		SP:Iteration 8F (3866.340000 sec): 3 clusters
  Score: Raw -4759708.338120 + Penalty 3492.569772 = -4756215.768348
  nChanged 1540
		SP:Iteration 9Q (3866.460000 sec): 3 clusters
  Score: Raw -4761046.536938 + Penalty 3492.569772 = -4757553.967166
  nChanged 955
		SP:Iteration 10Q (3866.580000 sec): 3 clusters
  Score: Raw -4761926.580445 + Penalty 3492.569772 = -4758434.010673
  nChanged 552
		SP:Iteration 11Q (3866.680000 sec): 3 clusters
  Score: Raw -4762422.102039 + Penalty 3492.569772 = -4758929.532266
  nChanged 353
		SP:Iteration 12Q (3866.780000 sec): 3 clusters
  Score: Raw -4762765.021537 + Penalty 3492.569772 = -4759272.451764
  nChanged 236
		SP:Iteration 13Q (3866.880000 sec): 3 clusters
  Score: Raw -4762997.763960 + Penalty 3492.569772 = -4759505.194187
  nChanged 178
		SP:Iteration 14Q (3866.970000 sec): 3 clusters
  Score: Raw -4763184.451398 + Penalty 3492.569772 = -4759691.881626
  nChanged 146
		SP:Iteration 15Q (3867.060000 sec): 3 clusters
  Score: Raw -4763294.651013 + Penalty 3492.569772 = -4759802.081241
  nChanged 99
		SP:Iteration 16Q (3867.140000 sec): 3 clusters
  Score: Raw -4763354.465904 + Penalty 3492.569772 = -4759861.896132
  nChanged 68
		SP:Iteration 17Q (3867.230000 sec): 3 clusters
  Score: Raw -4763381.393058 + Penalty 3492.569772 = -4759888.823286
  nChanged 55
		SP:Iteration 18Q (3867.320000 sec): 3 clusters
  Score: Raw -4763401.591550 + Penalty 3492.569772 = -4759909.021778
  nChanged 53
		SP:Iteration 19Q (3867.400000 sec): 3 clusters
  Score: Raw -4763416.394432 + Penalty 3492.569772 = -4759923.824660
  nChanged 34
		SP:Iteration 20F (3867.530000 sec): 3 clusters
  Score: Raw -4763426.288800 + Penalty 3492.569772 = -4759933.719028
  nChanged 22
		SP:Iteration 21Q (3867.620000 sec): 3 clusters
  Score: Raw -4763433.423148 + Penalty 3492.569772 = -4759940.853376
  nChanged 19
		SP:Iteration 22Q (3867.710000 sec): 3 clusters
  Score: Raw -4763437.417935 + Penalty 3492.569772 = -4759944.848162
  nChanged 12
		SP:Iteration 23Q (3867.790000 sec): 3 clusters
  Score: Raw -4763439.785173 + Penalty 3492.569772 = -4759947.215400
  nChanged 9
		SP:Iteration 24Q (3867.880000 sec): 3 clusters
  Score: Raw -4763441.618508 + Penalty 3492.569772 = -4759949.048735
  nChanged 3
		SP:Iteration 25Q (3867.960000 sec): 3 clusters
  Score: Raw -4763442.050043 + Penalty 3492.569772 = -4759949.480270
  nChanged 3
		SP:Iteration 26Q (3868.050000 sec): 3 clusters
  Score: Raw -4763442.368641 + Penalty 3492.569772 = -4759949.798869
  nChanged 0
		SP:Iteration 27F (3868.170000 sec): 3 clusters
  Score: Raw -4763442.368641 + Penalty 3492.569772 = -4759949.798869
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 40 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3868.200000 sec): 2 clusters
  Score: Raw -27765.311033 + Penalty 934.276360 = -26831.034673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3868.200000 sec): 3 clusters
  Score: Raw -27814.354961 + Penalty 1868.552720 = -25945.802241
  nChanged 53
		SP:Iteration 1F (3868.200000 sec): 3 clusters
  Score: Raw -27923.487548 + Penalty 1868.552720 = -26054.934827
  nChanged 11
		SP:Iteration 2Q (3868.200000 sec): 3 clusters
  Score: Raw -27944.592203 + Penalty 1868.552720 = -26076.039482
  nChanged 4
		SP:Iteration 3Q (3868.200000 sec): 3 clusters
  Score: Raw -27953.553166 + Penalty 1868.552720 = -26085.000446
  nChanged 2
		SP:Iteration 4Q (3868.200000 sec): 3 clusters
  Score: Raw -27957.552454 + Penalty 1868.552720 = -26088.999733
  nChanged 3
		SP:Iteration 5Q (3868.210000 sec): 3 clusters
  Score: Raw -27966.665986 + Penalty 1868.552720 = -26098.113266
  nChanged 2
		SP:Iteration 6Q (3868.210000 sec): 3 clusters
  Score: Raw -27971.522680 + Penalty 1868.552720 = -26102.969959
  nChanged 0
		SP:Iteration 7F (3868.210000 sec): 3 clusters
  Score: Raw -27971.522680 + Penalty 1868.552720 = -26102.969959
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 41 (3840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3868.220000 sec): 2 clusters
  Score: Raw -363524.579974 + Penalty 1341.149492 = -362183.430482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3868.230000 sec): 3 clusters
  Score: Raw -361679.057871 + Penalty 2682.298985 = -358996.758886
  nChanged 1514
		SP:Iteration 1F (3868.240000 sec): 3 clusters
  Score: Raw -362585.216927 + Penalty 2682.298985 = -359902.917943
  nChanged 308
		SP:Iteration 2F (3868.250000 sec): 3 clusters
  Score: Raw -362866.554117 + Penalty 2682.298985 = -360184.255132
  nChanged 249
		SP:Iteration 3F (3868.260000 sec): 3 clusters
  Score: Raw -363118.077836 + Penalty 2682.298985 = -360435.778851
  nChanged 247
		SP:Iteration 4F (3868.270000 sec): 3 clusters
  Score: Raw -363325.231976 + Penalty 2682.298985 = -360642.932992
  nChanged 207
		SP:Iteration 5F (3868.280000 sec): 3 clusters
  Score: Raw -363494.570800 + Penalty 2682.298985 = -360812.271815
  nChanged 176
		SP:Iteration 6Q (3868.290000 sec): 3 clusters
  Score: Raw -363651.802426 + Penalty 2682.298985 = -360969.503441
  nChanged 165
		SP:Iteration 7Q (3868.300000 sec): 3 clusters
  Score: Raw -363777.808311 + Penalty 2682.298985 = -361095.509326
  nChanged 144
		SP:Iteration 8Q (3868.310000 sec): 3 clusters
  Score: Raw -363909.977315 + Penalty 2682.298985 = -361227.678330
  nChanged 143
		SP:Iteration 9Q (3868.320000 sec): 3 clusters
  Score: Raw -364051.701807 + Penalty 2682.298985 = -361369.402822
  nChanged 136
		SP:Iteration 10Q (3868.330000 sec): 3 clusters
  Score: Raw -364173.146525 + Penalty 2682.298985 = -361490.847540
  nChanged 120
		SP:Iteration 11Q (3868.340000 sec): 3 clusters
  Score: Raw -364261.152054 + Penalty 2682.298985 = -361578.853069
  nChanged 82
		SP:Iteration 12Q (3868.340000 sec): 3 clusters
  Score: Raw -364318.152241 + Penalty 2682.298985 = -361635.853256
  nChanged 76
		SP:Iteration 13Q (3868.350000 sec): 3 clusters
  Score: Raw -364364.315833 + Penalty 2682.298985 = -361682.016848
  nChanged 61
		SP:Iteration 14Q (3868.360000 sec): 3 clusters
  Score: Raw -364403.771515 + Penalty 2682.298985 = -361721.472530
  nChanged 47
		SP:Iteration 15Q (3868.370000 sec): 3 clusters
  Score: Raw -364434.231054 + Penalty 2682.298985 = -361751.932069
  nChanged 34
		SP:Iteration 16Q (3868.380000 sec): 3 clusters
  Score: Raw -364450.072262 + Penalty 2682.298985 = -361767.773277
  nChanged 25
		SP:Iteration 17Q (3868.390000 sec): 3 clusters
  Score: Raw -364461.433798 + Penalty 2682.298985 = -361779.134813
  nChanged 22
		SP:Iteration 18Q (3868.400000 sec): 3 clusters
  Score: Raw -364468.589231 + Penalty 2682.298985 = -361786.290246
  nChanged 15
		SP:Iteration 19Q (3868.400000 sec): 3 clusters
  Score: Raw -364474.923363 + Penalty 2682.298985 = -361792.624378
  nChanged 10
		SP:Iteration 20F (3868.410000 sec): 3 clusters
  Score: Raw -364478.169823 + Penalty 2682.298985 = -361795.870838
  nChanged 1
		SP:Iteration 21Q (3868.420000 sec): 3 clusters
  Score: Raw -364478.675946 + Penalty 2682.298985 = -361796.376961
  nChanged 2
		SP:Iteration 22Q (3868.430000 sec): 3 clusters
  Score: Raw -364479.071717 + Penalty 2682.298985 = -361796.772733
  nChanged 1
		SP:Iteration 23Q (3868.440000 sec): 3 clusters
  Score: Raw -364479.502680 + Penalty 2682.298985 = -361797.203695
  nChanged 2
		SP:Iteration 24Q (3868.450000 sec): 3 clusters
  Score: Raw -364479.923737 + Penalty 2682.298985 = -361797.624752
  nChanged 4
		SP:Iteration 25Q (3868.460000 sec): 3 clusters
  Score: Raw -364480.637477 + Penalty 2682.298985 = -361798.338492
  nChanged 1
		SP:Iteration 26Q (3868.460000 sec): 3 clusters
  Score: Raw -364480.837358 + Penalty 2682.298985 = -361798.538373
  nChanged 0
		SP:Iteration 27F (3868.470000 sec): 3 clusters
  Score: Raw -364480.837358 + Penalty 2682.298985 = -361798.538373
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 42 (2445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3868.480000 sec): 2 clusters
  Score: Raw -234072.993704 + Penalty 1267.792565 = -232805.201139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3868.490000 sec): 3 clusters
  Score: Raw -233043.915151 + Penalty 2535.585131 = -230508.330020
  nChanged 912
		SP:Iteration 1F (3868.500000 sec): 3 clusters
  Score: Raw -233708.126069 + Penalty 2535.585131 = -231172.540939
  nChanged 261
		SP:Iteration 2F (3868.500000 sec): 3 clusters
  Score: Raw -233999.510142 + Penalty 2535.585131 = -231463.925011
  nChanged 174
		SP:Iteration 3F (3868.510000 sec): 3 clusters
  Score: Raw -234166.790390 + Penalty 2535.585131 = -231631.205259
  nChanged 114
		SP:Iteration 4Q (3868.520000 sec): 3 clusters
  Score: Raw -234279.712903 + Penalty 2535.585131 = -231744.127773
  nChanged 102
		SP:Iteration 5Q (3868.520000 sec): 3 clusters
  Score: Raw -234375.952015 + Penalty 2535.585131 = -231840.366884
  nChanged 86
		SP:Iteration 6Q (3868.530000 sec): 3 clusters
  Score: Raw -234460.410878 + Penalty 2535.585131 = -231924.825748
  nChanged 83
		SP:Iteration 7Q (3868.530000 sec): 3 clusters
  Score: Raw -234542.391271 + Penalty 2535.585131 = -232006.806140
  nChanged 61
		SP:Iteration 8Q (3868.540000 sec): 3 clusters
  Score: Raw -234597.760356 + Penalty 2535.585131 = -232062.175225
  nChanged 51
		SP:Iteration 9Q (3868.540000 sec): 3 clusters
  Score: Raw -234635.486798 + Penalty 2535.585131 = -232099.901667
  nChanged 41
		SP:Iteration 10Q (3868.550000 sec): 3 clusters
  Score: Raw -234662.198127 + Penalty 2535.585131 = -232126.612996
  nChanged 31
		SP:Iteration 11Q (3868.560000 sec): 3 clusters
  Score: Raw -234690.823980 + Penalty 2535.585131 = -232155.238850
  nChanged 25
		SP:Iteration 12Q (3868.560000 sec): 3 clusters
  Score: Raw -234721.811130 + Penalty 2535.585131 = -232186.226000
  nChanged 29
		SP:Iteration 13Q (3868.560000 sec): 3 clusters
  Score: Raw -234761.922962 + Penalty 2535.585131 = -232226.337832
  nChanged 24
		SP:Iteration 14Q (3868.570000 sec): 3 clusters
  Score: Raw -234785.543685 + Penalty 2535.585131 = -232249.958554
  nChanged 20
		SP:Iteration 15Q (3868.580000 sec): 3 clusters
  Score: Raw -234795.636159 + Penalty 2535.585131 = -232260.051029
  nChanged 15
		SP:Iteration 16Q (3868.580000 sec): 3 clusters
  Score: Raw -234803.592999 + Penalty 2535.585131 = -232268.007869
  nChanged 4
		SP:Iteration 17Q (3868.590000 sec): 3 clusters
  Score: Raw -234804.641799 + Penalty 2535.585131 = -232269.056668
  nChanged 4
		SP:Iteration 18Q (3868.590000 sec): 3 clusters
  Score: Raw -234805.919245 + Penalty 2535.585131 = -232270.334114
  nChanged 5
		SP:Iteration 19Q (3868.600000 sec): 3 clusters
  Score: Raw -234807.782952 + Penalty 2535.585131 = -232272.197821
  nChanged 5
		SP:Iteration 20F (3868.600000 sec): 3 clusters
  Score: Raw -234809.259296 + Penalty 2535.585131 = -232273.674166
  nChanged 3
		SP:Iteration 21Q (3868.610000 sec): 3 clusters
  Score: Raw -234810.700781 + Penalty 2535.585131 = -232275.115651
  nChanged 1
		SP:Iteration 22Q (3868.610000 sec): 3 clusters
  Score: Raw -234811.657101 + Penalty 2535.585131 = -232276.071971
  nChanged 0
		SP:Iteration 23F (3868.620000 sec): 3 clusters
  Score: Raw -234811.657101 + Penalty 2535.585131 = -232276.071971
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 43 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3868.630000 sec): 2 clusters
  Score: Raw -249530.713863 + Penalty 1279.088071 = -248251.625793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3868.640000 sec): 3 clusters
  Score: Raw -248327.046218 + Penalty 2558.176141 = -245768.870077
  nChanged 969
		SP:Iteration 1F (3868.640000 sec): 3 clusters
  Score: Raw -248932.264967 + Penalty 2558.176141 = -246374.088826
  nChanged 221
		SP:Iteration 2F (3868.650000 sec): 3 clusters
  Score: Raw -249113.610125 + Penalty 2558.176141 = -246555.433984
  nChanged 152
		SP:Iteration 3F (3868.660000 sec): 3 clusters
  Score: Raw -249238.272030 + Penalty 2558.176141 = -246680.095889
  nChanged 111
		SP:Iteration 4Q (3868.660000 sec): 3 clusters
  Score: Raw -249311.989233 + Penalty 2558.176141 = -246753.813091
  nChanged 87
		SP:Iteration 5Q (3868.670000 sec): 3 clusters
  Score: Raw -249370.895998 + Penalty 2558.176141 = -246812.719857
  nChanged 73
		SP:Iteration 6Q (3868.680000 sec): 3 clusters
  Score: Raw -249414.459060 + Penalty 2558.176141 = -246856.282919
  nChanged 56
		SP:Iteration 7Q (3868.680000 sec): 3 clusters
  Score: Raw -249449.113656 + Penalty 2558.176141 = -246890.937515
  nChanged 49
		SP:Iteration 8Q (3868.690000 sec): 3 clusters
  Score: Raw -249481.328453 + Penalty 2558.176141 = -246923.152311
  nChanged 42
		SP:Iteration 9Q (3868.700000 sec): 3 clusters
  Score: Raw -249511.199420 + Penalty 2558.176141 = -246953.023279
  nChanged 41
		SP:Iteration 10Q (3868.700000 sec): 3 clusters
  Score: Raw -249541.965088 + Penalty 2558.176141 = -246983.788947
  nChanged 48
		SP:Iteration 11Q (3868.710000 sec): 3 clusters
  Score: Raw -249575.027816 + Penalty 2558.176141 = -247016.851675
  nChanged 44
		SP:Iteration 12Q (3868.710000 sec): 3 clusters
  Score: Raw -249607.336587 + Penalty 2558.176141 = -247049.160446
  nChanged 55
		SP:Iteration 13Q (3868.720000 sec): 3 clusters
  Score: Raw -249643.265265 + Penalty 2558.176141 = -247085.089124
  nChanged 53
		SP:Iteration 14Q (3868.730000 sec): 3 clusters
  Score: Raw -249691.128746 + Penalty 2558.176141 = -247132.952604
  nChanged 59
		SP:Iteration 15Q (3868.730000 sec): 3 clusters
  Score: Raw -249744.746167 + Penalty 2558.176141 = -247186.570026
  nChanged 77
		SP:Iteration 16Q (3868.740000 sec): 3 clusters
  Score: Raw -249800.682640 + Penalty 2558.176141 = -247242.506499
  nChanged 56
		SP:Iteration 17Q (3868.740000 sec): 3 clusters
  Score: Raw -249842.336767 + Penalty 2558.176141 = -247284.160625
  nChanged 55
		SP:Iteration 18Q (3868.750000 sec): 3 clusters
  Score: Raw -249877.318027 + Penalty 2558.176141 = -247319.141886
  nChanged 48
		SP:Iteration 19Q (3868.760000 sec): 3 clusters
  Score: Raw -249910.078591 + Penalty 2558.176141 = -247351.902450
  nChanged 47
		SP:Iteration 20F (3868.760000 sec): 3 clusters
  Score: Raw -249942.444507 + Penalty 2558.176141 = -247384.268366
  nChanged 36
		SP:Iteration 21Q (3868.770000 sec): 3 clusters
  Score: Raw -249967.664762 + Penalty 2558.176141 = -247409.488621
  nChanged 31
		SP:Iteration 22Q (3868.780000 sec): 3 clusters
  Score: Raw -249984.750939 + Penalty 2558.176141 = -247426.574798
  nChanged 29
		SP:Iteration 23Q (3868.780000 sec): 3 clusters
  Score: Raw -250000.771846 + Penalty 2558.176141 = -247442.595705
  nChanged 17
		SP:Iteration 24Q (3868.790000 sec): 3 clusters
  Score: Raw -250008.652601 + Penalty 2558.176141 = -247450.476460
  nChanged 11
		SP:Iteration 25Q (3868.790000 sec): 3 clusters
  Score: Raw -250013.847294 + Penalty 2558.176141 = -247455.671153
  nChanged 15
		SP:Iteration 26Q (3868.800000 sec): 3 clusters
  Score: Raw -250019.323848 + Penalty 2558.176141 = -247461.147707
  nChanged 14
		SP:Iteration 27Q (3868.800000 sec): 3 clusters
  Score: Raw -250026.073310 + Penalty 2558.176141 = -247467.897169
  nChanged 10
		SP:Iteration 28Q (3868.810000 sec): 3 clusters
  Score: Raw -250033.224180 + Penalty 2558.176141 = -247475.048039
  nChanged 6
		SP:Iteration 29Q (3868.820000 sec): 3 clusters
  Score: Raw -250036.184643 + Penalty 2558.176141 = -247478.008502
  nChanged 4
		SP:Iteration 30Q (3868.820000 sec): 3 clusters
  Score: Raw -250037.515554 + Penalty 2558.176141 = -247479.339413
  nChanged 5
		SP:Iteration 31Q (3868.830000 sec): 3 clusters
  Score: Raw -250039.939068 + Penalty 2558.176141 = -247481.762927
  nChanged 7
		SP:Iteration 32Q (3868.840000 sec): 3 clusters
  Score: Raw -250042.995806 + Penalty 2558.176141 = -247484.819665
  nChanged 5
		SP:Iteration 33Q (3868.840000 sec): 3 clusters
  Score: Raw -250044.875652 + Penalty 2558.176141 = -247486.699510
  nChanged 3
		SP:Iteration 34Q (3868.850000 sec): 3 clusters
  Score: Raw -250045.676350 + Penalty 2558.176141 = -247487.500209
  nChanged 2
		SP:Iteration 35Q (3868.860000 sec): 3 clusters
  Score: Raw -250046.247665 + Penalty 2558.176141 = -247488.071524
  nChanged 1
		SP:Iteration 36Q (3868.860000 sec): 3 clusters
  Score: Raw -250046.687461 + Penalty 2558.176141 = -247488.511320
  nChanged 5
		SP:Iteration 37Q (3868.870000 sec): 3 clusters
  Score: Raw -250048.486057 + Penalty 2558.176141 = -247490.309916
  nChanged 3
		SP:Iteration 38Q (3868.870000 sec): 3 clusters
  Score: Raw -250049.263345 + Penalty 2558.176141 = -247491.087204
  nChanged 2
		SP:Iteration 39Q (3868.880000 sec): 3 clusters
  Score: Raw -250050.261343 + Penalty 2558.176141 = -247492.085202
  nChanged 2
		SP:Iteration 40F (3868.880000 sec): 3 clusters
  Score: Raw -250050.740891 + Penalty 2558.176141 = -247492.564750
  nChanged 2
		SP:Iteration 41Q (3868.890000 sec): 3 clusters
  Score: Raw -250051.481175 + Penalty 2558.176141 = -247493.305034
  nChanged 3
		SP:Iteration 42Q (3868.900000 sec): 3 clusters
  Score: Raw -250052.095276 + Penalty 2558.176141 = -247493.919134
  nChanged 0
		SP:Iteration 43F (3868.900000 sec): 3 clusters
  Score: Raw -250052.095276 + Penalty 2558.176141 = -247493.919134
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 44 (1346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3868.910000 sec): 2 clusters
  Score: Raw -134900.066284 + Penalty 1170.795033 = -133729.271251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3868.910000 sec): 3 clusters
  Score: Raw -134403.738668 + Penalty 2341.590066 = -132062.148602
  nChanged 432
		SP:Iteration 1F (3868.920000 sec): 3 clusters
  Score: Raw -134755.227784 + Penalty 2341.590066 = -132413.637719
  nChanged 95
		SP:Iteration 2F (3868.920000 sec): 3 clusters
  Score: Raw -134823.686442 + Penalty 2341.590066 = -132482.096376
  nChanged 46
		SP:Iteration 3Q (3868.920000 sec): 3 clusters
  Score: Raw -134860.883282 + Penalty 2341.590066 = -132519.293216
  nChanged 36
		SP:Iteration 4Q (3868.930000 sec): 3 clusters
  Score: Raw -134887.301037 + Penalty 2341.590066 = -132545.710971
  nChanged 32
		SP:Iteration 5Q (3868.930000 sec): 3 clusters
  Score: Raw -134904.853738 + Penalty 2341.590066 = -132563.263673
  nChanged 24
		SP:Iteration 6Q (3868.930000 sec): 3 clusters
  Score: Raw -134924.564569 + Penalty 2341.590066 = -132582.974503
  nChanged 26
		SP:Iteration 7Q (3868.940000 sec): 3 clusters
  Score: Raw -134947.514206 + Penalty 2341.590066 = -132605.924140
  nChanged 19
		SP:Iteration 8Q (3868.940000 sec): 3 clusters
  Score: Raw -134957.407291 + Penalty 2341.590066 = -132615.817226
  nChanged 15
		SP:Iteration 9Q (3868.940000 sec): 3 clusters
  Score: Raw -134972.654142 + Penalty 2341.590066 = -132631.064076
  nChanged 14
		SP:Iteration 10Q (3868.950000 sec): 3 clusters
  Score: Raw -134983.867097 + Penalty 2341.590066 = -132642.277031
  nChanged 14
		SP:Iteration 11Q (3868.950000 sec): 3 clusters
  Score: Raw -134994.930563 + Penalty 2341.590066 = -132653.340497
  nChanged 20
		SP:Iteration 12Q (3868.950000 sec): 3 clusters
  Score: Raw -135009.312348 + Penalty 2341.590066 = -132667.722282
  nChanged 22
		SP:Iteration 13Q (3868.960000 sec): 3 clusters
  Score: Raw -135025.349691 + Penalty 2341.590066 = -132683.759626
  nChanged 15
		SP:Iteration 14Q (3868.960000 sec): 3 clusters
  Score: Raw -135036.287326 + Penalty 2341.590066 = -132694.697261
  nChanged 15
		SP:Iteration 15Q (3868.960000 sec): 3 clusters
  Score: Raw -135048.286026 + Penalty 2341.590066 = -132706.695960
  nChanged 25
		SP:Iteration 16Q (3868.970000 sec): 3 clusters
  Score: Raw -135069.455305 + Penalty 2341.590066 = -132727.865239
  nChanged 23
		SP:Iteration 17Q (3868.970000 sec): 3 clusters
  Score: Raw -135088.091300 + Penalty 2341.590066 = -132746.501234
  nChanged 30
		SP:Iteration 18Q (3868.970000 sec): 3 clusters
  Score: Raw -135113.100933 + Penalty 2341.590066 = -132771.510867
  nChanged 24
		SP:Iteration 19Q (3868.980000 sec): 3 clusters
  Score: Raw -135132.243723 + Penalty 2341.590066 = -132790.653658
  nChanged 24
		SP:Iteration 20F (3868.980000 sec): 3 clusters
  Score: Raw -135153.805453 + Penalty 2341.590066 = -132812.215387
  nChanged 21
		SP:Iteration 21Q (3868.980000 sec): 3 clusters
  Score: Raw -135170.307089 + Penalty 2341.590066 = -132828.717024
  nChanged 18
		SP:Iteration 22Q (3868.990000 sec): 3 clusters
  Score: Raw -135184.938639 + Penalty 2341.590066 = -132843.348573
  nChanged 13
		SP:Iteration 23Q (3868.990000 sec): 3 clusters
  Score: Raw -135194.404884 + Penalty 2341.590066 = -132852.814818
  nChanged 5
		SP:Iteration 24Q (3868.990000 sec): 3 clusters
  Score: Raw -135197.591395 + Penalty 2341.590066 = -132856.001329
  nChanged 8
		SP:Iteration 25Q (3869.000000 sec): 3 clusters
  Score: Raw -135202.276555 + Penalty 2341.590066 = -132860.686489
  nChanged 6
		SP:Iteration 26Q (3869.000000 sec): 3 clusters
  Score: Raw -135206.865064 + Penalty 2341.590066 = -132865.274998
  nChanged 5
		SP:Iteration 27Q (3869.000000 sec): 3 clusters
  Score: Raw -135210.844789 + Penalty 2341.590066 = -132869.254723
  nChanged 5
		SP:Iteration 28Q (3869.010000 sec): 3 clusters
  Score: Raw -135215.271102 + Penalty 2341.590066 = -132873.681036
  nChanged 1
		SP:Iteration 29Q (3869.010000 sec): 3 clusters
  Score: Raw -135215.802651 + Penalty 2341.590066 = -132874.212585
  nChanged 1
		SP:Iteration 30Q (3869.010000 sec): 3 clusters
  Score: Raw -135216.657049 + Penalty 2341.590066 = -132875.066983
  nChanged 1
		SP:Iteration 31Q (3869.020000 sec): 3 clusters
  Score: Raw -135217.309270 + Penalty 2341.590066 = -132875.719205
  nChanged 0
		SP:Iteration 32F (3869.020000 sec): 3 clusters
  Score: Raw -135217.309270 + Penalty 2341.590066 = -132875.719205
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 45 (2752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3869.030000 sec): 2 clusters
  Score: Raw -266473.138121 + Penalty 1287.013520 = -265186.124601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3869.040000 sec): 3 clusters
  Score: Raw -265191.712458 + Penalty 2574.027040 = -262617.685418
  nChanged 1072
		SP:Iteration 1F (3869.040000 sec): 3 clusters
  Score: Raw -265832.853156 + Penalty 2574.027040 = -263258.826117
  nChanged 203
		SP:Iteration 2F (3869.050000 sec): 3 clusters
  Score: Raw -265973.884111 + Penalty 2574.027040 = -263399.857071
  nChanged 167
		SP:Iteration 3F (3869.060000 sec): 3 clusters
  Score: Raw -266086.800740 + Penalty 2574.027040 = -263512.773700
  nChanged 135
		SP:Iteration 4Q (3869.060000 sec): 3 clusters
  Score: Raw -266173.851896 + Penalty 2574.027040 = -263599.824856
  nChanged 113
		SP:Iteration 5Q (3869.070000 sec): 3 clusters
  Score: Raw -266249.157961 + Penalty 2574.027040 = -263675.130921
  nChanged 97
		SP:Iteration 6Q (3869.080000 sec): 3 clusters
  Score: Raw -266314.173207 + Penalty 2574.027040 = -263740.146167
  nChanged 105
		SP:Iteration 7Q (3869.080000 sec): 3 clusters
  Score: Raw -266390.275506 + Penalty 2574.027040 = -263816.248467
  nChanged 82
		SP:Iteration 8Q (3869.090000 sec): 3 clusters
  Score: Raw -266451.417795 + Penalty 2574.027040 = -263877.390755
  nChanged 76
		SP:Iteration 9Q (3869.100000 sec): 3 clusters
  Score: Raw -266510.243017 + Penalty 2574.027040 = -263936.215977
  nChanged 63
		SP:Iteration 10Q (3869.100000 sec): 3 clusters
  Score: Raw -266548.794381 + Penalty 2574.027040 = -263974.767341
  nChanged 46
		SP:Iteration 11Q (3869.110000 sec): 3 clusters
  Score: Raw -266577.016279 + Penalty 2574.027040 = -264002.989240
  nChanged 43
		SP:Iteration 12Q (3869.120000 sec): 3 clusters
  Score: Raw -266603.291532 + Penalty 2574.027040 = -264029.264493
  nChanged 40
		SP:Iteration 13Q (3869.130000 sec): 3 clusters
  Score: Raw -266624.103496 + Penalty 2574.027040 = -264050.076456
  nChanged 27
		SP:Iteration 14Q (3869.130000 sec): 3 clusters
  Score: Raw -266637.954341 + Penalty 2574.027040 = -264063.927301
  nChanged 23
		SP:Iteration 15Q (3869.140000 sec): 3 clusters
  Score: Raw -266648.979347 + Penalty 2574.027040 = -264074.952307
  nChanged 25
		SP:Iteration 16Q (3869.150000 sec): 3 clusters
  Score: Raw -266665.210886 + Penalty 2574.027040 = -264091.183846
  nChanged 26
		SP:Iteration 17Q (3869.150000 sec): 3 clusters
  Score: Raw -266681.453155 + Penalty 2574.027040 = -264107.426115
  nChanged 21
		SP:Iteration 18Q (3869.160000 sec): 3 clusters
  Score: Raw -266696.647046 + Penalty 2574.027040 = -264122.620007
  nChanged 17
		SP:Iteration 19Q (3869.170000 sec): 3 clusters
  Score: Raw -266711.643944 + Penalty 2574.027040 = -264137.616905
  nChanged 18
		SP:Iteration 20F (3869.170000 sec): 3 clusters
  Score: Raw -266725.475430 + Penalty 2574.027040 = -264151.448390
  nChanged 12
		SP:Iteration 21Q (3869.180000 sec): 3 clusters
  Score: Raw -266732.738435 + Penalty 2574.027040 = -264158.711395
  nChanged 7
		SP:Iteration 22Q (3869.190000 sec): 3 clusters
  Score: Raw -266738.024671 + Penalty 2574.027040 = -264163.997631
  nChanged 7
		SP:Iteration 23Q (3869.190000 sec): 3 clusters
  Score: Raw -266742.112951 + Penalty 2574.027040 = -264168.085912
  nChanged 8
		SP:Iteration 24Q (3869.200000 sec): 3 clusters
  Score: Raw -266747.719408 + Penalty 2574.027040 = -264173.692369
  nChanged 7
		SP:Iteration 25Q (3869.210000 sec): 3 clusters
  Score: Raw -266751.779226 + Penalty 2574.027040 = -264177.752186
  nChanged 5
		SP:Iteration 26Q (3869.210000 sec): 3 clusters
  Score: Raw -266755.246556 + Penalty 2574.027040 = -264181.219517
  nChanged 5
		SP:Iteration 27Q (3869.220000 sec): 3 clusters
  Score: Raw -266757.917132 + Penalty 2574.027040 = -264183.890093
  nChanged 3
		SP:Iteration 28Q (3869.230000 sec): 3 clusters
  Score: Raw -266759.383865 + Penalty 2574.027040 = -264185.356825
  nChanged 2
		SP:Iteration 29Q (3869.230000 sec): 3 clusters
  Score: Raw -266760.136670 + Penalty 2574.027040 = -264186.109630
  nChanged 0
		SP:Iteration 30F (3869.240000 sec): 3 clusters
  Score: Raw -266760.136670 + Penalty 2574.027040 = -264186.109630
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 46 (6497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3869.260000 sec): 2 clusters
  Score: Raw -597320.447058 + Penalty 1426.603069 = -595893.843988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3869.280000 sec): 3 clusters
  Score: Raw -593821.300212 + Penalty 2853.206139 = -590968.094073
  nChanged 2785
		SP:Iteration 1F (3869.290000 sec): 3 clusters
  Score: Raw -595463.010018 + Penalty 2853.206139 = -592609.803879
  nChanged 481
		SP:Iteration 2F (3869.310000 sec): 3 clusters
  Score: Raw -595763.934619 + Penalty 2853.206139 = -592910.728481
  nChanged 368
		SP:Iteration 3F (3869.330000 sec): 3 clusters
  Score: Raw -595970.117933 + Penalty 2853.206139 = -593116.911794
  nChanged 284
		SP:Iteration 4Q (3869.340000 sec): 3 clusters
  Score: Raw -596119.322985 + Penalty 2853.206139 = -593266.116847
  nChanged 238
		SP:Iteration 5Q (3869.360000 sec): 3 clusters
  Score: Raw -596246.785196 + Penalty 2853.206139 = -593393.579057
  nChanged 235
		SP:Iteration 6Q (3869.380000 sec): 3 clusters
  Score: Raw -596387.815262 + Penalty 2853.206139 = -593534.609123
  nChanged 250
		SP:Iteration 7Q (3869.390000 sec): 3 clusters
  Score: Raw -596529.949247 + Penalty 2853.206139 = -593676.743108
  nChanged 239
		SP:Iteration 8Q (3869.410000 sec): 3 clusters
  Score: Raw -596670.551472 + Penalty 2853.206139 = -593817.345333
  nChanged 241
		SP:Iteration 9Q (3869.420000 sec): 3 clusters
  Score: Raw -596799.410064 + Penalty 2853.206139 = -593946.203925
  nChanged 191
		SP:Iteration 10Q (3869.440000 sec): 3 clusters
  Score: Raw -596898.324849 + Penalty 2853.206139 = -594045.118711
  nChanged 170
		SP:Iteration 11Q (3869.460000 sec): 3 clusters
  Score: Raw -596990.792119 + Penalty 2853.206139 = -594137.585981
  nChanged 175
		SP:Iteration 12Q (3869.470000 sec): 3 clusters
  Score: Raw -597073.887939 + Penalty 2853.206139 = -594220.681800
  nChanged 146
		SP:Iteration 13Q (3869.490000 sec): 3 clusters
  Score: Raw -597145.807916 + Penalty 2853.206139 = -594292.601778
  nChanged 124
		SP:Iteration 14Q (3869.500000 sec): 3 clusters
  Score: Raw -597200.460289 + Penalty 2853.206139 = -594347.254150
  nChanged 106
		SP:Iteration 15Q (3869.520000 sec): 3 clusters
  Score: Raw -597235.120622 + Penalty 2853.206139 = -594381.914483
  nChanged 92
		SP:Iteration 16Q (3869.540000 sec): 3 clusters
  Score: Raw -597267.209279 + Penalty 2853.206139 = -594414.003140
  nChanged 78
		SP:Iteration 17Q (3869.550000 sec): 3 clusters
  Score: Raw -597293.200569 + Penalty 2853.206139 = -594439.994430
  nChanged 62
		SP:Iteration 18Q (3869.570000 sec): 3 clusters
  Score: Raw -597312.300454 + Penalty 2853.206139 = -594459.094315
  nChanged 57
		SP:Iteration 19Q (3869.580000 sec): 3 clusters
  Score: Raw -597330.685248 + Penalty 2853.206139 = -594477.479110
  nChanged 62
		SP:Iteration 20F (3869.600000 sec): 3 clusters
  Score: Raw -597350.095002 + Penalty 2853.206139 = -594496.888863
  nChanged 59
		SP:Iteration 21Q (3869.620000 sec): 3 clusters
  Score: Raw -597366.161082 + Penalty 2853.206139 = -594512.954944
  nChanged 46
		SP:Iteration 22Q (3869.630000 sec): 3 clusters
  Score: Raw -597381.251772 + Penalty 2853.206139 = -594528.045633
  nChanged 45
		SP:Iteration 23Q (3869.640000 sec): 3 clusters
  Score: Raw -597397.503607 + Penalty 2853.206139 = -594544.297468
  nChanged 41
		SP:Iteration 24Q (3869.660000 sec): 3 clusters
  Score: Raw -597411.073508 + Penalty 2853.206139 = -594557.867369
  nChanged 48
		SP:Iteration 25Q (3869.670000 sec): 3 clusters
  Score: Raw -597426.558225 + Penalty 2853.206139 = -594573.352086
  nChanged 53
		SP:Iteration 26Q (3869.690000 sec): 3 clusters
  Score: Raw -597444.518704 + Penalty 2853.206139 = -594591.312565
  nChanged 44
		SP:Iteration 27Q (3869.700000 sec): 3 clusters
  Score: Raw -597456.813780 + Penalty 2853.206139 = -594603.607641
  nChanged 36
		SP:Iteration 28Q (3869.720000 sec): 3 clusters
  Score: Raw -597469.667556 + Penalty 2853.206139 = -594616.461417
  nChanged 44
		SP:Iteration 29Q (3869.740000 sec): 3 clusters
  Score: Raw -597489.961369 + Penalty 2853.206139 = -594636.755231
  nChanged 52
		SP:Iteration 30Q (3869.750000 sec): 3 clusters
  Score: Raw -597505.752352 + Penalty 2853.206139 = -594652.546214
  nChanged 46
		SP:Iteration 31Q (3869.770000 sec): 3 clusters
  Score: Raw -597520.287261 + Penalty 2853.206139 = -594667.081123
  nChanged 55
		SP:Iteration 32Q (3869.780000 sec): 3 clusters
  Score: Raw -597543.259685 + Penalty 2853.206139 = -594690.053546
  nChanged 44
		SP:Iteration 33Q (3869.800000 sec): 3 clusters
  Score: Raw -597558.736431 + Penalty 2853.206139 = -594705.530293
  nChanged 41
		SP:Iteration 34Q (3869.810000 sec): 3 clusters
  Score: Raw -597571.831832 + Penalty 2853.206139 = -594718.625693
  nChanged 47
		SP:Iteration 35Q (3869.830000 sec): 3 clusters
  Score: Raw -597589.193132 + Penalty 2853.206139 = -594735.986993
  nChanged 46
		SP:Iteration 36Q (3869.840000 sec): 3 clusters
  Score: Raw -597603.541421 + Penalty 2853.206139 = -594750.335282
  nChanged 41
		SP:Iteration 37Q (3869.860000 sec): 3 clusters
  Score: Raw -597614.454905 + Penalty 2853.206139 = -594761.248766
  nChanged 31
		SP:Iteration 38Q (3869.880000 sec): 3 clusters
  Score: Raw -597621.753827 + Penalty 2853.206139 = -594768.547689
  nChanged 30
		SP:Iteration 39Q (3869.890000 sec): 3 clusters
  Score: Raw -597629.650399 + Penalty 2853.206139 = -594776.444260
  nChanged 30
		SP:Iteration 40F (3869.910000 sec): 3 clusters
  Score: Raw -597634.868347 + Penalty 2853.206139 = -594781.662208
  nChanged 21
		SP:Iteration 41Q (3869.920000 sec): 3 clusters
  Score: Raw -597638.973267 + Penalty 2853.206139 = -594785.767129
  nChanged 19
		SP:Iteration 42Q (3869.940000 sec): 3 clusters
  Score: Raw -597642.124672 + Penalty 2853.206139 = -594788.918533
  nChanged 15
		SP:Iteration 43Q (3869.950000 sec): 3 clusters
  Score: Raw -597645.056050 + Penalty 2853.206139 = -594791.849912
  nChanged 14
		SP:Iteration 44Q (3869.970000 sec): 3 clusters
  Score: Raw -597649.054281 + Penalty 2853.206139 = -594795.848143
  nChanged 13
		SP:Iteration 45Q (3869.980000 sec): 3 clusters
  Score: Raw -597651.874948 + Penalty 2853.206139 = -594798.668809
  nChanged 10
		SP:Iteration 46Q (3870.000000 sec): 3 clusters
  Score: Raw -597653.549529 + Penalty 2853.206139 = -594800.343391
  nChanged 12
		SP:Iteration 47Q (3870.010000 sec): 3 clusters
  Score: Raw -597655.367739 + Penalty 2853.206139 = -594802.161600
  nChanged 5
		SP:Iteration 48Q (3870.030000 sec): 3 clusters
  Score: Raw -597656.194918 + Penalty 2853.206139 = -594802.988780
  nChanged 8
		SP:Iteration 49Q (3870.040000 sec): 3 clusters
  Score: Raw -597657.571708 + Penalty 2853.206139 = -594804.365569
  nChanged 6
		SP:Iteration 50Q (3870.060000 sec): 3 clusters
  Score: Raw -597659.222842 + Penalty 2853.206139 = -594806.016704
  nChanged 11
		SP:Iteration 51Q (3870.070000 sec): 3 clusters
  Score: Raw -597660.993982 + Penalty 2853.206139 = -594807.787844
  nChanged 8
		SP:Iteration 52Q (3870.090000 sec): 3 clusters
  Score: Raw -597662.139037 + Penalty 2853.206139 = -594808.932899
  nChanged 8
		SP:Iteration 53Q (3870.100000 sec): 3 clusters
  Score: Raw -597663.482664 + Penalty 2853.206139 = -594810.276526
  nChanged 8
		SP:Iteration 54Q (3870.120000 sec): 3 clusters
  Score: Raw -597665.014162 + Penalty 2853.206139 = -594811.808023
  nChanged 6
		SP:Iteration 55Q (3870.140000 sec): 3 clusters
  Score: Raw -597665.940453 + Penalty 2853.206139 = -594812.734315
  nChanged 5
		SP:Iteration 56Q (3870.150000 sec): 3 clusters
  Score: Raw -597667.379814 + Penalty 2853.206139 = -594814.173676
  nChanged 8
		SP:Iteration 57Q (3870.160000 sec): 3 clusters
  Score: Raw -597669.175899 + Penalty 2853.206139 = -594815.969761
  nChanged 11
		SP:Iteration 58Q (3870.180000 sec): 3 clusters
  Score: Raw -597671.322503 + Penalty 2853.206139 = -594818.116365
  nChanged 14
		SP:Iteration 59Q (3870.200000 sec): 3 clusters
  Score: Raw -597674.167351 + Penalty 2853.206139 = -594820.961213
  nChanged 10
		SP:Iteration 60F (3870.210000 sec): 3 clusters
  Score: Raw -597675.615704 + Penalty 2853.206139 = -594822.409565
  nChanged 3
		SP:Iteration 61Q (3870.230000 sec): 3 clusters
  Score: Raw -597676.052390 + Penalty 2853.206139 = -594822.846251
  nChanged 2
		SP:Iteration 62Q (3870.240000 sec): 3 clusters
  Score: Raw -597676.349121 + Penalty 2853.206139 = -594823.142982
  nChanged 1
		SP:Iteration 63Q (3870.260000 sec): 3 clusters
  Score: Raw -597676.537906 + Penalty 2853.206139 = -594823.331768
  nChanged 0
		SP:Iteration 64F (3870.270000 sec): 3 clusters
  Score: Raw -597676.537906 + Penalty 2853.206139 = -594823.331768
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 47 (536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3870.280000 sec): 2 clusters
  Score: Raw -54078.256763 + Penalty 1021.171801 = -53057.084962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3870.280000 sec): 3 clusters
  Score: Raw -53988.017415 + Penalty 2042.343602 = -51945.673813
  nChanged 116
		SP:Iteration 1F (3870.280000 sec): 3 clusters
  Score: Raw -54142.343296 + Penalty 2042.343602 = -52099.999694
  nChanged 41
		SP:Iteration 2F (3870.280000 sec): 3 clusters
  Score: Raw -54196.008196 + Penalty 2042.343602 = -52153.664594
  nChanged 16
		SP:Iteration 3Q (3870.280000 sec): 3 clusters
  Score: Raw -54219.378657 + Penalty 2042.343602 = -52177.035055
  nChanged 10
		SP:Iteration 4Q (3870.290000 sec): 3 clusters
  Score: Raw -54233.982558 + Penalty 2042.343602 = -52191.638956
  nChanged 4
		SP:Iteration 5Q (3870.290000 sec): 3 clusters
  Score: Raw -54241.008226 + Penalty 2042.343602 = -52198.664624
  nChanged 2
		SP:Iteration 6Q (3870.290000 sec): 3 clusters
  Score: Raw -54244.822187 + Penalty 2042.343602 = -52202.478585
  nChanged 1
		SP:Iteration 7Q (3870.290000 sec): 3 clusters
  Score: Raw -54245.948592 + Penalty 2042.343602 = -52203.604990
  nChanged 1
		SP:Iteration 8Q (3870.290000 sec): 3 clusters
  Score: Raw -54247.234818 + Penalty 2042.343602 = -52204.891215
  nChanged 0
		SP:Iteration 9F (3870.290000 sec): 3 clusters
  Score: Raw -54247.234818 + Penalty 2042.343602 = -52204.891215
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 48 (1404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3870.300000 sec): 2 clusters
  Score: Raw -125354.234887 + Penalty 1177.650595 = -124176.584292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3870.300000 sec): 3 clusters
  Score: Raw -124815.862313 + Penalty 2355.301190 = -122460.561123
  nChanged 445
		SP:Iteration 1F (3870.310000 sec): 3 clusters
  Score: Raw -125206.929661 + Penalty 2355.301190 = -122851.628471
  nChanged 136
		SP:Iteration 2F (3870.310000 sec): 3 clusters
  Score: Raw -125372.274035 + Penalty 2355.301190 = -123016.972845
  nChanged 97
		SP:Iteration 3F (3870.310000 sec): 3 clusters
  Score: Raw -125491.217641 + Penalty 2355.301190 = -123135.916451
  nChanged 55
		SP:Iteration 4Q (3870.320000 sec): 3 clusters
  Score: Raw -125546.467111 + Penalty 2355.301190 = -123191.165921
  nChanged 44
		SP:Iteration 5Q (3870.320000 sec): 3 clusters
  Score: Raw -125598.460944 + Penalty 2355.301190 = -123243.159754
  nChanged 43
		SP:Iteration 6Q (3870.320000 sec): 3 clusters
  Score: Raw -125645.889382 + Penalty 2355.301190 = -123290.588192
  nChanged 34
		SP:Iteration 7Q (3870.330000 sec): 3 clusters
  Score: Raw -125679.854967 + Penalty 2355.301190 = -123324.553777
  nChanged 29
		SP:Iteration 8Q (3870.330000 sec): 3 clusters
  Score: Raw -125711.279820 + Penalty 2355.301190 = -123355.978630
  nChanged 25
		SP:Iteration 9Q (3870.330000 sec): 3 clusters
  Score: Raw -125735.582520 + Penalty 2355.301190 = -123380.281330
  nChanged 15
		SP:Iteration 10Q (3870.340000 sec): 3 clusters
  Score: Raw -125747.177779 + Penalty 2355.301190 = -123391.876589
  nChanged 11
		SP:Iteration 11Q (3870.340000 sec): 3 clusters
  Score: Raw -125755.621438 + Penalty 2355.301190 = -123400.320248
  nChanged 5
		SP:Iteration 12Q (3870.340000 sec): 3 clusters
  Score: Raw -125759.053400 + Penalty 2355.301190 = -123403.752210
  nChanged 6
		SP:Iteration 13Q (3870.350000 sec): 3 clusters
  Score: Raw -125765.155914 + Penalty 2355.301190 = -123409.854724
  nChanged 7
		SP:Iteration 14Q (3870.350000 sec): 3 clusters
  Score: Raw -125772.879935 + Penalty 2355.301190 = -123417.578745
  nChanged 8
		SP:Iteration 15Q (3870.350000 sec): 3 clusters
  Score: Raw -125782.668664 + Penalty 2355.301190 = -123427.367474
  nChanged 12
		SP:Iteration 16Q (3870.360000 sec): 3 clusters
  Score: Raw -125789.432833 + Penalty 2355.301190 = -123434.131643
  nChanged 3
		SP:Iteration 17Q (3870.360000 sec): 3 clusters
  Score: Raw -125790.839144 + Penalty 2355.301190 = -123435.537954
  nChanged 1
		SP:Iteration 18Q (3870.360000 sec): 3 clusters
  Score: Raw -125791.400053 + Penalty 2355.301190 = -123436.098863
  nChanged 1
		SP:Iteration 19Q (3870.370000 sec): 3 clusters
  Score: Raw -125792.003421 + Penalty 2355.301190 = -123436.702231
  nChanged 2
		SP:Iteration 20F (3870.370000 sec): 3 clusters
  Score: Raw -125792.502241 + Penalty 2355.301190 = -123437.201051
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 49 (10564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3870.400000 sec): 2 clusters
  Score: Raw -1062651.490390 + Penalty 1505.596182 = -1061145.894208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3870.430000 sec): 3 clusters
  Score: Raw -1056639.974511 + Penalty 3011.192364 = -1053628.782147
  nChanged 4582
		SP:Iteration 1F (3870.460000 sec): 3 clusters
  Score: Raw -1059092.890402 + Penalty 3011.192364 = -1056081.698038
  nChanged 654
		SP:Iteration 2F (3870.480000 sec): 3 clusters
  Score: Raw -1059347.349363 + Penalty 3011.192364 = -1056336.157000
  nChanged 472
		SP:Iteration 3Q (3870.510000 sec): 3 clusters
  Score: Raw -1059502.566063 + Penalty 3011.192364 = -1056491.373699
  nChanged 386
		SP:Iteration 4Q (3870.540000 sec): 3 clusters
  Score: Raw -1059650.186491 + Penalty 3011.192364 = -1056638.994127
  nChanged 349
		SP:Iteration 5Q (3870.560000 sec): 3 clusters
  Score: Raw -1059790.944048 + Penalty 3011.192364 = -1056779.751684
  nChanged 359
		SP:Iteration 6Q (3870.590000 sec): 3 clusters
  Score: Raw -1059941.952804 + Penalty 3011.192364 = -1056930.760440
  nChanged 348
		SP:Iteration 7Q (3870.620000 sec): 3 clusters
  Score: Raw -1060114.958909 + Penalty 3011.192364 = -1057103.766545
  nChanged 409
		SP:Iteration 8Q (3870.640000 sec): 3 clusters
  Score: Raw -1060347.050659 + Penalty 3011.192364 = -1057335.858295
  nChanged 467
		SP:Iteration 9Q (3870.670000 sec): 3 clusters
  Score: Raw -1060651.410071 + Penalty 3011.192364 = -1057640.217707
  nChanged 511
		SP:Iteration 10Q (3870.700000 sec): 3 clusters
  Score: Raw -1060997.444904 + Penalty 3011.192364 = -1057986.252541
  nChanged 544
		SP:Iteration 11F (3870.720000 sec): 3 clusters
  Score: Raw -1061476.745419 + Penalty 3011.192364 = -1058465.553055
  nChanged 571
		SP:Iteration 12F (3870.750000 sec): 3 clusters
  Score: Raw -1062008.517687 + Penalty 3011.192364 = -1058997.325323
  nChanged 597
		SP:Iteration 13F (3870.780000 sec): 3 clusters
  Score: Raw -1062516.802573 + Penalty 3011.192364 = -1059505.610209
  nChanged 471
		SP:Iteration 14Q (3870.800000 sec): 3 clusters
  Score: Raw -1062862.003022 + Penalty 3011.192364 = -1059850.810658
  nChanged 380
		SP:Iteration 15Q (3870.830000 sec): 3 clusters
  Score: Raw -1063119.908406 + Penalty 3011.192364 = -1060108.716042
  nChanged 297
		SP:Iteration 16Q (3870.860000 sec): 3 clusters
  Score: Raw -1063281.019342 + Penalty 3011.192364 = -1060269.826979
  nChanged 196
		SP:Iteration 17Q (3870.880000 sec): 3 clusters
  Score: Raw -1063363.085191 + Penalty 3011.192364 = -1060351.892828
  nChanged 140
		SP:Iteration 18Q (3870.900000 sec): 3 clusters
  Score: Raw -1063411.910935 + Penalty 3011.192364 = -1060400.718571
  nChanged 103
		SP:Iteration 19Q (3870.930000 sec): 3 clusters
  Score: Raw -1063440.128541 + Penalty 3011.192364 = -1060428.936177
  nChanged 77
		SP:Iteration 20F (3870.960000 sec): 3 clusters
  Score: Raw -1063458.697939 + Penalty 3011.192364 = -1060447.505575
  nChanged 49
		SP:Iteration 21Q (3870.980000 sec): 3 clusters
  Score: Raw -1063467.563989 + Penalty 3011.192364 = -1060456.371625
  nChanged 37
		SP:Iteration 22Q (3871.000000 sec): 3 clusters
  Score: Raw -1063473.579129 + Penalty 3011.192364 = -1060462.386765
  nChanged 27
		SP:Iteration 23Q (3871.030000 sec): 3 clusters
  Score: Raw -1063478.637461 + Penalty 3011.192364 = -1060467.445097
  nChanged 32
		SP:Iteration 24Q (3871.050000 sec): 3 clusters
  Score: Raw -1063484.051945 + Penalty 3011.192364 = -1060472.859581
  nChanged 19
		SP:Iteration 25Q (3871.080000 sec): 3 clusters
  Score: Raw -1063487.187695 + Penalty 3011.192364 = -1060475.995331
  nChanged 16
		SP:Iteration 26Q (3871.100000 sec): 3 clusters
  Score: Raw -1063489.165302 + Penalty 3011.192364 = -1060477.972938
  nChanged 14
		SP:Iteration 27Q (3871.120000 sec): 3 clusters
  Score: Raw -1063490.929319 + Penalty 3011.192364 = -1060479.736955
  nChanged 10
		SP:Iteration 28Q (3871.150000 sec): 3 clusters
  Score: Raw -1063492.437687 + Penalty 3011.192364 = -1060481.245323
  nChanged 10
		SP:Iteration 29Q (3871.170000 sec): 3 clusters
  Score: Raw -1063494.000630 + Penalty 3011.192364 = -1060482.808266
  nChanged 5
		SP:Iteration 30Q (3871.200000 sec): 3 clusters
  Score: Raw -1063494.425604 + Penalty 3011.192364 = -1060483.233240
  nChanged 2
		SP:Iteration 31Q (3871.220000 sec): 3 clusters
  Score: Raw -1063494.577679 + Penalty 3011.192364 = -1060483.385315
  nChanged 2
		SP:Iteration 32Q (3871.250000 sec): 3 clusters
  Score: Raw -1063494.763470 + Penalty 3011.192364 = -1060483.571106
  nChanged 2
		SP:Iteration 33Q (3871.270000 sec): 3 clusters
  Score: Raw -1063495.079910 + Penalty 3011.192364 = -1060483.887546
  nChanged 2
		SP:Iteration 34Q (3871.300000 sec): 3 clusters
  Score: Raw -1063495.274990 + Penalty 3011.192364 = -1060484.082626
  nChanged 0
		SP:Iteration 35F (3871.320000 sec): 3 clusters
  Score: Raw -1063495.274990 + Penalty 3011.192364 = -1060484.082626
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 50 (2014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3871.330000 sec): 2 clusters
  Score: Raw -183684.856251 + Penalty 1236.280187 = -182448.576064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3871.340000 sec): 3 clusters
  Score: Raw -182829.270344 + Penalty 2472.560374 = -180356.709971
  nChanged 728
		SP:Iteration 1F (3871.340000 sec): 3 clusters
  Score: Raw -183333.322397 + Penalty 2472.560374 = -180860.762023
  nChanged 162
		SP:Iteration 2F (3871.350000 sec): 3 clusters
  Score: Raw -183458.963179 + Penalty 2472.560374 = -180986.402806
  nChanged 98
		SP:Iteration 3Q (3871.350000 sec): 3 clusters
  Score: Raw -183528.440094 + Penalty 2472.560374 = -181055.879721
  nChanged 82
		SP:Iteration 4Q (3871.360000 sec): 3 clusters
  Score: Raw -183589.682445 + Penalty 2472.560374 = -181117.122072
  nChanged 64
		SP:Iteration 5Q (3871.360000 sec): 3 clusters
  Score: Raw -183641.163109 + Penalty 2472.560374 = -181168.602735
  nChanged 60
		SP:Iteration 6Q (3871.370000 sec): 3 clusters
  Score: Raw -183680.654643 + Penalty 2472.560374 = -181208.094269
  nChanged 36
		SP:Iteration 7Q (3871.370000 sec): 3 clusters
  Score: Raw -183706.557602 + Penalty 2472.560374 = -181233.997228
  nChanged 39
		SP:Iteration 8Q (3871.380000 sec): 3 clusters
  Score: Raw -183740.795093 + Penalty 2472.560374 = -181268.234719
  nChanged 46
		SP:Iteration 9Q (3871.380000 sec): 3 clusters
  Score: Raw -183773.018087 + Penalty 2472.560374 = -181300.457714
  nChanged 32
		SP:Iteration 10Q (3871.390000 sec): 3 clusters
  Score: Raw -183797.446211 + Penalty 2472.560374 = -181324.885838
  nChanged 33
		SP:Iteration 11Q (3871.390000 sec): 3 clusters
  Score: Raw -183822.406923 + Penalty 2472.560374 = -181349.846550
  nChanged 27
		SP:Iteration 12Q (3871.400000 sec): 3 clusters
  Score: Raw -183844.225953 + Penalty 2472.560374 = -181371.665579
  nChanged 30
		SP:Iteration 13Q (3871.400000 sec): 3 clusters
  Score: Raw -183867.483498 + Penalty 2472.560374 = -181394.923124
  nChanged 34
		SP:Iteration 14Q (3871.410000 sec): 3 clusters
  Score: Raw -183894.175735 + Penalty 2472.560374 = -181421.615361
  nChanged 30
		SP:Iteration 15Q (3871.410000 sec): 3 clusters
  Score: Raw -183923.578928 + Penalty 2472.560374 = -181451.018554
  nChanged 40
		SP:Iteration 16Q (3871.420000 sec): 3 clusters
  Score: Raw -183957.771016 + Penalty 2472.560374 = -181485.210642
  nChanged 35
		SP:Iteration 17Q (3871.420000 sec): 3 clusters
  Score: Raw -183982.937271 + Penalty 2472.560374 = -181510.376897
  nChanged 21
		SP:Iteration 18Q (3871.420000 sec): 3 clusters
  Score: Raw -183996.725321 + Penalty 2472.560374 = -181524.164947
  nChanged 18
		SP:Iteration 19Q (3871.430000 sec): 3 clusters
  Score: Raw -184009.032160 + Penalty 2472.560374 = -181536.471786
  nChanged 17
		SP:Iteration 20F (3871.440000 sec): 3 clusters
  Score: Raw -184019.990727 + Penalty 2472.560374 = -181547.430353
  nChanged 9
		SP:Iteration 21Q (3871.440000 sec): 3 clusters
  Score: Raw -184025.041125 + Penalty 2472.560374 = -181552.480751
  nChanged 7
		SP:Iteration 22Q (3871.440000 sec): 3 clusters
  Score: Raw -184029.719730 + Penalty 2472.560374 = -181557.159356
  nChanged 5
		SP:Iteration 23Q (3871.450000 sec): 3 clusters
  Score: Raw -184031.381482 + Penalty 2472.560374 = -181558.821108
  nChanged 3
		SP:Iteration 24Q (3871.460000 sec): 3 clusters
  Score: Raw -184032.566957 + Penalty 2472.560374 = -181560.006583
  nChanged 2
		SP:Iteration 25Q (3871.460000 sec): 3 clusters
  Score: Raw -184033.042983 + Penalty 2472.560374 = -181560.482609
  nChanged 1
		SP:Iteration 26Q (3871.460000 sec): 3 clusters
  Score: Raw -184033.930640 + Penalty 2472.560374 = -181561.370266
  nChanged 2
		SP:Iteration 27Q (3871.470000 sec): 3 clusters
  Score: Raw -184035.352803 + Penalty 2472.560374 = -181562.792429
  nChanged 3
		SP:Iteration 28Q (3871.470000 sec): 3 clusters
  Score: Raw -184037.201872 + Penalty 2472.560374 = -181564.641498
  nChanged 1
		SP:Iteration 29Q (3871.480000 sec): 3 clusters
  Score: Raw -184038.388053 + Penalty 2472.560374 = -181565.827679
  nChanged 4
		SP:Iteration 30Q (3871.480000 sec): 3 clusters
  Score: Raw -184039.935822 + Penalty 2472.560374 = -181567.375449
  nChanged 4
		SP:Iteration 31Q (3871.490000 sec): 3 clusters
  Score: Raw -184041.417437 + Penalty 2472.560374 = -181568.857063
  nChanged 3
		SP:Iteration 32Q (3871.490000 sec): 3 clusters
  Score: Raw -184042.344388 + Penalty 2472.560374 = -181569.784014
  nChanged 3
		SP:Iteration 33Q (3871.500000 sec): 3 clusters
  Score: Raw -184044.510156 + Penalty 2472.560374 = -181571.949782
  nChanged 2
		SP:Iteration 34Q (3871.500000 sec): 3 clusters
  Score: Raw -184045.406520 + Penalty 2472.560374 = -181572.846146
  nChanged 4
		SP:Iteration 35Q (3871.500000 sec): 3 clusters
  Score: Raw -184047.926012 + Penalty 2472.560374 = -181575.365638
  nChanged 12
		SP:Iteration 36Q (3871.510000 sec): 3 clusters
  Score: Raw -184053.552958 + Penalty 2472.560374 = -181580.992584
  nChanged 13
		SP:Iteration 37Q (3871.520000 sec): 3 clusters
  Score: Raw -184058.936042 + Penalty 2472.560374 = -181586.375668
  nChanged 9
		SP:Iteration 38Q (3871.520000 sec): 3 clusters
  Score: Raw -184062.405218 + Penalty 2472.560374 = -181589.844844
  nChanged 7
		SP:Iteration 39Q (3871.520000 sec): 3 clusters
  Score: Raw -184066.029169 + Penalty 2472.560374 = -181593.468795
  nChanged 8
		SP:Iteration 40F (3871.530000 sec): 3 clusters
  Score: Raw -184070.532623 + Penalty 2472.560374 = -181597.972249
  nChanged 9
		SP:Iteration 41Q (3871.530000 sec): 3 clusters
  Score: Raw -184073.823172 + Penalty 2472.560374 = -181601.262798
  nChanged 7
		SP:Iteration 42Q (3871.540000 sec): 3 clusters
  Score: Raw -184078.040822 + Penalty 2472.560374 = -181605.480448
  nChanged 7
		SP:Iteration 43Q (3871.540000 sec): 3 clusters
  Score: Raw -184081.091930 + Penalty 2472.560374 = -181608.531556
  nChanged 2
		SP:Iteration 44Q (3871.550000 sec): 3 clusters
  Score: Raw -184081.573283 + Penalty 2472.560374 = -181609.012909
  nChanged 1
		SP:Iteration 45Q (3871.550000 sec): 3 clusters
  Score: Raw -184081.760963 + Penalty 2472.560374 = -181609.200590
  nChanged 0
		SP:Iteration 46F (3871.560000 sec): 3 clusters
  Score: Raw -184081.760963 + Penalty 2472.560374 = -181609.200590
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 51 (20201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3871.620000 sec): 2 clusters
  Score: Raw -2013357.991473 + Penalty 1610.941700 = -2011747.049773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3871.670000 sec): 3 clusters
  Score: Raw -2001215.399305 + Penalty 3221.883401 = -1997993.515904
  nChanged 9117
		SP:Iteration 1F (3871.720000 sec): 3 clusters
  Score: Raw -2006309.990302 + Penalty 3221.883401 = -2003088.106901
  nChanged 1198
		SP:Iteration 2F (3871.780000 sec): 3 clusters
  Score: Raw -2006902.200913 + Penalty 3221.883401 = -2003680.317512
  nChanged 1338
		SP:Iteration 3F (3871.820000 sec): 3 clusters
  Score: Raw -2007655.250585 + Penalty 3221.883401 = -2004433.367184
  nChanged 1460
		SP:Iteration 4F (3871.880000 sec): 3 clusters
  Score: Raw -2008571.889101 + Penalty 3221.883401 = -2005350.005700
  nChanged 1436
		SP:Iteration 5F (3871.930000 sec): 3 clusters
  Score: Raw -2009516.874057 + Penalty 3221.883401 = -2006294.990656
  nChanged 1258
		SP:Iteration 6F (3871.980000 sec): 3 clusters
  Score: Raw -2010289.326629 + Penalty 3221.883401 = -2007067.443228
  nChanged 1040
		SP:Iteration 7F (3872.040000 sec): 3 clusters
  Score: Raw -2010895.986056 + Penalty 3221.883401 = -2007674.102655
  nChanged 861
		SP:Iteration 8Q (3872.090000 sec): 3 clusters
  Score: Raw -2011412.373167 + Penalty 3221.883401 = -2008190.489766
  nChanged 755
		SP:Iteration 9Q (3872.140000 sec): 3 clusters
  Score: Raw -2011861.985116 + Penalty 3221.883401 = -2008640.101715
  nChanged 643
		SP:Iteration 10Q (3872.190000 sec): 3 clusters
  Score: Raw -2012257.190338 + Penalty 3221.883401 = -2009035.306937
  nChanged 537
		SP:Iteration 11Q (3872.240000 sec): 3 clusters
  Score: Raw -2012581.170324 + Penalty 3221.883401 = -2009359.286924
  nChanged 422
		SP:Iteration 12Q (3872.300000 sec): 3 clusters
  Score: Raw -2012851.495380 + Penalty 3221.883401 = -2009629.611979
  nChanged 356
		SP:Iteration 13Q (3872.350000 sec): 3 clusters
  Score: Raw -2013089.123467 + Penalty 3221.883401 = -2009867.240066
  nChanged 254
		SP:Iteration 14Q (3872.400000 sec): 3 clusters
  Score: Raw -2013250.416364 + Penalty 3221.883401 = -2010028.532963
  nChanged 188
		SP:Iteration 15Q (3872.450000 sec): 3 clusters
  Score: Raw -2013373.226327 + Penalty 3221.883401 = -2010151.342926
  nChanged 126
		SP:Iteration 16Q (3872.500000 sec): 3 clusters
  Score: Raw -2013455.170188 + Penalty 3221.883401 = -2010233.286787
  nChanged 87
		SP:Iteration 17Q (3872.540000 sec): 3 clusters
  Score: Raw -2013507.885764 + Penalty 3221.883401 = -2010286.002363
  nChanged 56
		SP:Iteration 18Q (3872.590000 sec): 3 clusters
  Score: Raw -2013537.097833 + Penalty 3221.883401 = -2010315.214432
  nChanged 32
		SP:Iteration 19Q (3872.640000 sec): 3 clusters
  Score: Raw -2013551.560689 + Penalty 3221.883401 = -2010329.677289
  nChanged 18
		SP:Iteration 20F (3872.690000 sec): 3 clusters
  Score: Raw -2013559.333996 + Penalty 3221.883401 = -2010337.450596
  nChanged 20
		SP:Iteration 21Q (3872.730000 sec): 3 clusters
  Score: Raw -2013567.312177 + Penalty 3221.883401 = -2010345.428776
  nChanged 11
		SP:Iteration 22Q (3872.780000 sec): 3 clusters
  Score: Raw -2013572.881513 + Penalty 3221.883401 = -2010350.998112
  nChanged 14
		SP:Iteration 23Q (3872.820000 sec): 3 clusters
  Score: Raw -2013580.032444 + Penalty 3221.883401 = -2010358.149043
  nChanged 10
		SP:Iteration 24Q (3872.860000 sec): 3 clusters
  Score: Raw -2013586.308069 + Penalty 3221.883401 = -2010364.424668
  nChanged 10
		SP:Iteration 25Q (3872.900000 sec): 3 clusters
  Score: Raw -2013591.691384 + Penalty 3221.883401 = -2010369.807983
  nChanged 9
		SP:Iteration 26Q (3872.950000 sec): 3 clusters
  Score: Raw -2013596.310816 + Penalty 3221.883401 = -2010374.427415
  nChanged 6
		SP:Iteration 27Q (3872.990000 sec): 3 clusters
  Score: Raw -2013599.600410 + Penalty 3221.883401 = -2010377.717009
  nChanged 6
		SP:Iteration 28Q (3873.030000 sec): 3 clusters
  Score: Raw -2013602.987827 + Penalty 3221.883401 = -2010381.104427
  nChanged 3
		SP:Iteration 29Q (3873.080000 sec): 3 clusters
  Score: Raw -2013604.490035 + Penalty 3221.883401 = -2010382.606634
  nChanged 3
		SP:Iteration 30Q (3873.120000 sec): 3 clusters
  Score: Raw -2013606.554917 + Penalty 3221.883401 = -2010384.671516
  nChanged 5
		SP:Iteration 31Q (3873.160000 sec): 3 clusters
  Score: Raw -2013609.305558 + Penalty 3221.883401 = -2010387.422157
  nChanged 4
		SP:Iteration 32Q (3873.200000 sec): 3 clusters
  Score: Raw -2013611.319573 + Penalty 3221.883401 = -2010389.436173
  nChanged 5
		SP:Iteration 33Q (3873.240000 sec): 3 clusters
  Score: Raw -2013614.022123 + Penalty 3221.883401 = -2010392.138723
  nChanged 5
		SP:Iteration 34Q (3873.290000 sec): 3 clusters
  Score: Raw -2013616.350412 + Penalty 3221.883401 = -2010394.467011
  nChanged 7
		SP:Iteration 35Q (3873.330000 sec): 3 clusters
  Score: Raw -2013619.772996 + Penalty 3221.883401 = -2010397.889595
  nChanged 6
		SP:Iteration 36Q (3873.370000 sec): 3 clusters
  Score: Raw -2013623.391044 + Penalty 3221.883401 = -2010401.507643
  nChanged 6
		SP:Iteration 37Q (3873.420000 sec): 3 clusters
  Score: Raw -2013628.244013 + Penalty 3221.883401 = -2010406.360612
  nChanged 8
		SP:Iteration 38Q (3873.460000 sec): 3 clusters
  Score: Raw -2013634.927216 + Penalty 3221.883401 = -2010413.043815
  nChanged 7
		SP:Iteration 39Q (3873.500000 sec): 3 clusters
  Score: Raw -2013639.144614 + Penalty 3221.883401 = -2010417.261213
  nChanged 5
		SP:Iteration 40F (3873.550000 sec): 3 clusters
  Score: Raw -2013641.527051 + Penalty 3221.883401 = -2010419.643650
  nChanged 3
		SP:Iteration 41Q (3873.590000 sec): 3 clusters
  Score: Raw -2013643.162045 + Penalty 3221.883401 = -2010421.278644
  nChanged 1
		SP:Iteration 42Q (3873.640000 sec): 3 clusters
  Score: Raw -2013643.738930 + Penalty 3221.883401 = -2010421.855529
  nChanged 1
		SP:Iteration 43Q (3873.680000 sec): 3 clusters
  Score: Raw -2013644.174851 + Penalty 3221.883401 = -2010422.291450
  nChanged 1
		SP:Iteration 44Q (3873.720000 sec): 3 clusters
  Score: Raw -2013645.414103 + Penalty 3221.883401 = -2010423.530702
  nChanged 3
		SP:Iteration 45Q (3873.760000 sec): 3 clusters
  Score: Raw -2013647.255311 + Penalty 3221.883401 = -2010425.371910
  nChanged 5
		SP:Iteration 46Q (3873.800000 sec): 3 clusters
  Score: Raw -2013650.402670 + Penalty 3221.883401 = -2010428.519269
  nChanged 3
		SP:Iteration 47Q (3873.840000 sec): 3 clusters
  Score: Raw -2013653.191133 + Penalty 3221.883401 = -2010431.307733
  nChanged 7
		SP:Iteration 48Q (3873.880000 sec): 3 clusters
  Score: Raw -2013656.777429 + Penalty 3221.883401 = -2010434.894028
  nChanged 2
		SP:Iteration 49Q (3873.920000 sec): 3 clusters
  Score: Raw -2013658.672689 + Penalty 3221.883401 = -2010436.789288
  nChanged 1
		SP:Iteration 50Q (3873.970000 sec): 3 clusters
  Score: Raw -2013660.144208 + Penalty 3221.883401 = -2010438.260807
  nChanged 3
		SP:Iteration 51Q (3874.010000 sec): 3 clusters
  Score: Raw -2013662.828420 + Penalty 3221.883401 = -2010440.945019
  nChanged 1
		SP:Iteration 52Q (3874.060000 sec): 3 clusters
  Score: Raw -2013663.862468 + Penalty 3221.883401 = -2010441.979067
  nChanged 2
		SP:Iteration 53Q (3874.100000 sec): 3 clusters
  Score: Raw -2013667.217061 + Penalty 3221.883401 = -2010445.333660
  nChanged 3
		SP:Iteration 54Q (3874.140000 sec): 3 clusters
  Score: Raw -2013668.856681 + Penalty 3221.883401 = -2010446.973280
  nChanged 2
		SP:Iteration 55Q (3874.180000 sec): 3 clusters
  Score: Raw -2013669.601456 + Penalty 3221.883401 = -2010447.718055
  nChanged 2
		SP:Iteration 56Q (3874.220000 sec): 3 clusters
  Score: Raw -2013672.198526 + Penalty 3221.883401 = -2010450.315125
  nChanged 5
		SP:Iteration 57Q (3874.260000 sec): 3 clusters
  Score: Raw -2013675.576808 + Penalty 3221.883401 = -2010453.693408
  nChanged 4
		SP:Iteration 58Q (3874.300000 sec): 3 clusters
  Score: Raw -2013678.308655 + Penalty 3221.883401 = -2010456.425254
  nChanged 6
		SP:Iteration 59Q (3874.340000 sec): 3 clusters
  Score: Raw -2013683.128388 + Penalty 3221.883401 = -2010461.244987
  nChanged 5
		SP:Iteration 60F (3874.390000 sec): 3 clusters
  Score: Raw -2013686.339932 + Penalty 3221.883401 = -2010464.456531
  nChanged 2
		SP:Iteration 61Q (3874.430000 sec): 3 clusters
  Score: Raw -2013687.245720 + Penalty 3221.883401 = -2010465.362319
  nChanged 1
		SP:Iteration 62Q (3874.470000 sec): 3 clusters
  Score: Raw -2013688.317509 + Penalty 3221.883401 = -2010466.434108
  nChanged 0
		SP:Iteration 63F (3874.530000 sec): 3 clusters
  Score: Raw -2013688.317509 + Penalty 3221.883401 = -2010466.434108
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 52 (814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3874.540000 sec): 2 clusters
  Score: Raw -75242.691198 + Penalty 1089.068559 = -74153.622639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3874.540000 sec): 3 clusters
  Score: Raw -75096.119592 + Penalty 2178.137119 = -72917.982473
  nChanged 245
		SP:Iteration 1F (3874.540000 sec): 3 clusters
  Score: Raw -75480.193681 + Penalty 2178.137119 = -73302.056563
  nChanged 69
		SP:Iteration 2F (3874.550000 sec): 3 clusters
  Score: Raw -75603.672507 + Penalty 2178.137119 = -73425.535388
  nChanged 45
		SP:Iteration 3F (3874.550000 sec): 3 clusters
  Score: Raw -75663.425493 + Penalty 2178.137119 = -73485.288374
  nChanged 34
		SP:Iteration 4Q (3874.550000 sec): 3 clusters
  Score: Raw -75702.462036 + Penalty 2178.137119 = -73524.324917
  nChanged 17
		SP:Iteration 5Q (3874.550000 sec): 3 clusters
  Score: Raw -75728.217263 + Penalty 2178.137119 = -73550.080144
  nChanged 22
		SP:Iteration 6Q (3874.550000 sec): 3 clusters
  Score: Raw -75776.839618 + Penalty 2178.137119 = -73598.702499
  nChanged 31
		SP:Iteration 7Q (3874.550000 sec): 3 clusters
  Score: Raw -75830.615689 + Penalty 2178.137119 = -73652.478570
  nChanged 27
		SP:Iteration 8Q (3874.560000 sec): 3 clusters
  Score: Raw -75880.518422 + Penalty 2178.137119 = -73702.381303
  nChanged 27
		SP:Iteration 9Q (3874.560000 sec): 3 clusters
  Score: Raw -75934.446423 + Penalty 2178.137119 = -73756.309304
  nChanged 13
		SP:Iteration 10Q (3874.560000 sec): 3 clusters
  Score: Raw -75978.413480 + Penalty 2178.137119 = -73800.276361
  nChanged 10
		SP:Iteration 11Q (3874.560000 sec): 3 clusters
  Score: Raw -76019.740920 + Penalty 2178.137119 = -73841.603801
  nChanged 9
		SP:Iteration 12Q (3874.570000 sec): 3 clusters
  Score: Raw -76034.911481 + Penalty 2178.137119 = -73856.774362
  nChanged 5
		SP:Iteration 13Q (3874.570000 sec): 3 clusters
  Score: Raw -76046.500323 + Penalty 2178.137119 = -73868.363204
  nChanged 3
		SP:Iteration 14Q (3874.570000 sec): 3 clusters
  Score: Raw -76053.488698 + Penalty 2178.137119 = -73875.351579
  nChanged 3
		SP:Iteration 15Q (3874.570000 sec): 3 clusters
  Score: Raw -76057.150560 + Penalty 2178.137119 = -73879.013442
  nChanged 1
		SP:Iteration 16Q (3874.570000 sec): 3 clusters
  Score: Raw -76058.064271 + Penalty 2178.137119 = -73879.927152
  nChanged 1
		SP:Iteration 17Q (3874.570000 sec): 3 clusters
  Score: Raw -76058.246838 + Penalty 2178.137119 = -73880.109719
  nChanged 0
		SP:Iteration 18F (3874.570000 sec): 3 clusters
  Score: Raw -76058.246838 + Penalty 2178.137119 = -73880.109719
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 53 (2822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3874.590000 sec): 2 clusters
  Score: Raw -287623.639457 + Penalty 1291.095184 = -286332.544273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3874.590000 sec): 3 clusters
  Score: Raw -286251.221140 + Penalty 2582.190368 = -283669.030772
  nChanged 1040
		SP:Iteration 1F (3874.600000 sec): 3 clusters
  Score: Raw -286867.390295 + Penalty 2582.190368 = -284285.199927
  nChanged 232
		SP:Iteration 2F (3874.610000 sec): 3 clusters
  Score: Raw -287023.904004 + Penalty 2582.190368 = -284441.713636
  nChanged 155
		SP:Iteration 3F (3874.610000 sec): 3 clusters
  Score: Raw -287128.103567 + Penalty 2582.190368 = -284545.913199
  nChanged 135
		SP:Iteration 4Q (3874.620000 sec): 3 clusters
  Score: Raw -287231.771655 + Penalty 2582.190368 = -284649.581287
  nChanged 127
		SP:Iteration 5Q (3874.630000 sec): 3 clusters
  Score: Raw -287330.622121 + Penalty 2582.190368 = -284748.431753
  nChanged 100
		SP:Iteration 6Q (3874.630000 sec): 3 clusters
  Score: Raw -287410.044403 + Penalty 2582.190368 = -284827.854035
  nChanged 88
		SP:Iteration 7Q (3874.640000 sec): 3 clusters
  Score: Raw -287475.823211 + Penalty 2582.190368 = -284893.632843
  nChanged 65
		SP:Iteration 8Q (3874.650000 sec): 3 clusters
  Score: Raw -287522.969205 + Penalty 2582.190368 = -284940.778837
  nChanged 52
		SP:Iteration 9Q (3874.650000 sec): 3 clusters
  Score: Raw -287557.241172 + Penalty 2582.190368 = -284975.050804
  nChanged 47
		SP:Iteration 10Q (3874.660000 sec): 3 clusters
  Score: Raw -287584.056485 + Penalty 2582.190368 = -285001.866117
  nChanged 37
		SP:Iteration 11Q (3874.670000 sec): 3 clusters
  Score: Raw -287608.286645 + Penalty 2582.190368 = -285026.096277
  nChanged 40
		SP:Iteration 12Q (3874.670000 sec): 3 clusters
  Score: Raw -287632.097359 + Penalty 2582.190368 = -285049.906991
  nChanged 31
		SP:Iteration 13Q (3874.680000 sec): 3 clusters
  Score: Raw -287651.731017 + Penalty 2582.190368 = -285069.540649
  nChanged 24
		SP:Iteration 14Q (3874.690000 sec): 3 clusters
  Score: Raw -287665.621055 + Penalty 2582.190368 = -285083.430687
  nChanged 21
		SP:Iteration 15Q (3874.700000 sec): 3 clusters
  Score: Raw -287673.935790 + Penalty 2582.190368 = -285091.745422
  nChanged 13
		SP:Iteration 16Q (3874.700000 sec): 3 clusters
  Score: Raw -287678.974055 + Penalty 2582.190368 = -285096.783687
  nChanged 15
		SP:Iteration 17Q (3874.710000 sec): 3 clusters
  Score: Raw -287685.347075 + Penalty 2582.190368 = -285103.156707
  nChanged 9
		SP:Iteration 18Q (3874.720000 sec): 3 clusters
  Score: Raw -287690.584128 + Penalty 2582.190368 = -285108.393760
  nChanged 11
		SP:Iteration 19Q (3874.720000 sec): 3 clusters
  Score: Raw -287696.635910 + Penalty 2582.190368 = -285114.445542
  nChanged 12
		SP:Iteration 20F (3874.730000 sec): 3 clusters
  Score: Raw -287703.481505 + Penalty 2582.190368 = -285121.291137
  nChanged 10
		SP:Iteration 21Q (3874.740000 sec): 3 clusters
  Score: Raw -287707.379981 + Penalty 2582.190368 = -285125.189613
  nChanged 15
		SP:Iteration 22Q (3874.750000 sec): 3 clusters
  Score: Raw -287714.302821 + Penalty 2582.190368 = -285132.112453
  nChanged 21
		SP:Iteration 23Q (3874.750000 sec): 3 clusters
  Score: Raw -287731.088408 + Penalty 2582.190368 = -285148.898040
  nChanged 19
		SP:Iteration 24Q (3874.760000 sec): 3 clusters
  Score: Raw -287740.652270 + Penalty 2582.190368 = -285158.461902
  nChanged 19
		SP:Iteration 25Q (3874.770000 sec): 3 clusters
  Score: Raw -287750.554628 + Penalty 2582.190368 = -285168.364260
  nChanged 13
		SP:Iteration 26Q (3874.770000 sec): 3 clusters
  Score: Raw -287756.623007 + Penalty 2582.190368 = -285174.432639
  nChanged 9
		SP:Iteration 27Q (3874.780000 sec): 3 clusters
  Score: Raw -287761.987832 + Penalty 2582.190368 = -285179.797464
  nChanged 9
		SP:Iteration 28Q (3874.790000 sec): 3 clusters
  Score: Raw -287765.610850 + Penalty 2582.190368 = -285183.420482
  nChanged 3
		SP:Iteration 29Q (3874.790000 sec): 3 clusters
  Score: Raw -287766.286328 + Penalty 2582.190368 = -285184.095960
  nChanged 3
		SP:Iteration 30Q (3874.800000 sec): 3 clusters
  Score: Raw -287767.149194 + Penalty 2582.190368 = -285184.958826
  nChanged 3
		SP:Iteration 31Q (3874.810000 sec): 3 clusters
  Score: Raw -287767.727562 + Penalty 2582.190368 = -285185.537194
  nChanged 2
		SP:Iteration 32Q (3874.810000 sec): 3 clusters
  Score: Raw -287768.139092 + Penalty 2582.190368 = -285185.948724
  nChanged 2
		SP:Iteration 33Q (3874.820000 sec): 3 clusters
  Score: Raw -287768.812211 + Penalty 2582.190368 = -285186.621843
  nChanged 3
		SP:Iteration 34Q (3874.830000 sec): 3 clusters
  Score: Raw -287770.391691 + Penalty 2582.190368 = -285188.201323
  nChanged 5
		SP:Iteration 35Q (3874.830000 sec): 3 clusters
  Score: Raw -287772.524796 + Penalty 2582.190368 = -285190.334428
  nChanged 5
		SP:Iteration 36Q (3874.840000 sec): 3 clusters
  Score: Raw -287773.633759 + Penalty 2582.190368 = -285191.443391
  nChanged 3
		SP:Iteration 37Q (3874.840000 sec): 3 clusters
  Score: Raw -287775.415102 + Penalty 2582.190368 = -285193.224734
  nChanged 6
		SP:Iteration 38Q (3874.850000 sec): 3 clusters
  Score: Raw -287777.494710 + Penalty 2582.190368 = -285195.304342
  nChanged 2
		SP:Iteration 39Q (3874.860000 sec): 3 clusters
  Score: Raw -287778.319748 + Penalty 2582.190368 = -285196.129380
  nChanged 1
		SP:Iteration 40F (3874.870000 sec): 3 clusters
  Score: Raw -287779.146572 + Penalty 2582.190368 = -285196.956204
  nChanged 4
		SP:Iteration 41Q (3874.870000 sec): 3 clusters
  Score: Raw -287781.308783 + Penalty 2582.190368 = -285199.118415
  nChanged 1
		SP:Iteration 42Q (3874.880000 sec): 3 clusters
  Score: Raw -287781.387541 + Penalty 2582.190368 = -285199.197173
  nChanged 1
		SP:Iteration 43Q (3874.880000 sec): 3 clusters
  Score: Raw -287781.575124 + Penalty 2582.190368 = -285199.384756
  nChanged 2
		SP:Iteration 44Q (3874.890000 sec): 3 clusters
  Score: Raw -287781.976075 + Penalty 2582.190368 = -285199.785707
  nChanged 0
		SP:Iteration 45F (3874.900000 sec): 3 clusters
  Score: Raw -287781.976075 + Penalty 2582.190368 = -285199.785707
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 54 (9467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3874.930000 sec): 2 clusters
  Score: Raw -975917.164693 + Penalty 1487.779694 = -974429.384999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3874.950000 sec): 3 clusters
  Score: Raw -970572.506775 + Penalty 2975.559387 = -967596.947388
  nChanged 4104
		SP:Iteration 1F (3874.980000 sec): 3 clusters
  Score: Raw -972795.704768 + Penalty 2975.559387 = -969820.145381
  nChanged 578
		SP:Iteration 2F (3875.000000 sec): 3 clusters
  Score: Raw -973037.755807 + Penalty 2975.559387 = -970062.196420
  nChanged 453
		SP:Iteration 3Q (3875.030000 sec): 3 clusters
  Score: Raw -973214.204179 + Penalty 2975.559387 = -970238.644791
  nChanged 387
		SP:Iteration 4Q (3875.050000 sec): 3 clusters
  Score: Raw -973389.142185 + Penalty 2975.559387 = -970413.582798
  nChanged 443
		SP:Iteration 5Q (3875.070000 sec): 3 clusters
  Score: Raw -973615.753895 + Penalty 2975.559387 = -970640.194507
  nChanged 512
		SP:Iteration 6F (3875.100000 sec): 3 clusters
  Score: Raw -973911.941544 + Penalty 2975.559387 = -970936.382156
  nChanged 512
		SP:Iteration 7F (3875.120000 sec): 3 clusters
  Score: Raw -974269.354700 + Penalty 2975.559387 = -971293.795312
  nChanged 579
		SP:Iteration 8F (3875.140000 sec): 3 clusters
  Score: Raw -974662.494065 + Penalty 2975.559387 = -971686.934678
  nChanged 514
		SP:Iteration 9F (3875.170000 sec): 3 clusters
  Score: Raw -975000.704485 + Penalty 2975.559387 = -972025.145097
  nChanged 427
		SP:Iteration 10Q (3875.190000 sec): 3 clusters
  Score: Raw -975247.375641 + Penalty 2975.559387 = -972271.816254
  nChanged 365
		SP:Iteration 11Q (3875.210000 sec): 3 clusters
  Score: Raw -975434.209182 + Penalty 2975.559387 = -972458.649795
  nChanged 275
		SP:Iteration 12Q (3875.240000 sec): 3 clusters
  Score: Raw -975546.455676 + Penalty 2975.559387 = -972570.896289
  nChanged 190
		SP:Iteration 13Q (3875.260000 sec): 3 clusters
  Score: Raw -975627.063145 + Penalty 2975.559387 = -972651.503757
  nChanged 164
		SP:Iteration 14Q (3875.280000 sec): 3 clusters
  Score: Raw -975689.989194 + Penalty 2975.559387 = -972714.429806
  nChanged 148
		SP:Iteration 15Q (3875.310000 sec): 3 clusters
  Score: Raw -975738.945488 + Penalty 2975.559387 = -972763.386101
  nChanged 123
		SP:Iteration 16Q (3875.330000 sec): 3 clusters
  Score: Raw -975779.822166 + Penalty 2975.559387 = -972804.262779
  nChanged 97
		SP:Iteration 17Q (3875.350000 sec): 3 clusters
  Score: Raw -975807.395762 + Penalty 2975.559387 = -972831.836374
  nChanged 72
		SP:Iteration 18Q (3875.380000 sec): 3 clusters
  Score: Raw -975827.206964 + Penalty 2975.559387 = -972851.647576
  nChanged 69
		SP:Iteration 19Q (3875.400000 sec): 3 clusters
  Score: Raw -975843.376083 + Penalty 2975.559387 = -972867.816696
  nChanged 52
		SP:Iteration 20F (3875.420000 sec): 3 clusters
  Score: Raw -975857.478267 + Penalty 2975.559387 = -972881.918879
  nChanged 50
		SP:Iteration 21Q (3875.450000 sec): 3 clusters
  Score: Raw -975870.800081 + Penalty 2975.559387 = -972895.240693
  nChanged 42
		SP:Iteration 22Q (3875.470000 sec): 3 clusters
  Score: Raw -975881.308320 + Penalty 2975.559387 = -972905.748933
  nChanged 33
		SP:Iteration 23Q (3875.490000 sec): 3 clusters
  Score: Raw -975889.092500 + Penalty 2975.559387 = -972913.533112
  nChanged 39
		SP:Iteration 24Q (3875.520000 sec): 3 clusters
  Score: Raw -975897.742169 + Penalty 2975.559387 = -972922.182781
  nChanged 30
		SP:Iteration 25Q (3875.540000 sec): 3 clusters
  Score: Raw -975904.653838 + Penalty 2975.559387 = -972929.094450
  nChanged 27
		SP:Iteration 26Q (3875.570000 sec): 3 clusters
  Score: Raw -975913.446923 + Penalty 2975.559387 = -972937.887536
  nChanged 31
		SP:Iteration 27Q (3875.590000 sec): 3 clusters
  Score: Raw -975923.634058 + Penalty 2975.559387 = -972948.074670
  nChanged 27
		SP:Iteration 28Q (3875.610000 sec): 3 clusters
  Score: Raw -975930.549504 + Penalty 2975.559387 = -972954.990117
  nChanged 13
		SP:Iteration 29Q (3875.640000 sec): 3 clusters
  Score: Raw -975933.500398 + Penalty 2975.559387 = -972957.941011
  nChanged 12
		SP:Iteration 30Q (3875.660000 sec): 3 clusters
  Score: Raw -975936.165073 + Penalty 2975.559387 = -972960.605685
  nChanged 15
		SP:Iteration 31Q (3875.690000 sec): 3 clusters
  Score: Raw -975939.619063 + Penalty 2975.559387 = -972964.059675
  nChanged 14
		SP:Iteration 32Q (3875.710000 sec): 3 clusters
  Score: Raw -975943.429227 + Penalty 2975.559387 = -972967.869839
  nChanged 19
		SP:Iteration 33Q (3875.730000 sec): 3 clusters
  Score: Raw -975947.638129 + Penalty 2975.559387 = -972972.078741
  nChanged 16
		SP:Iteration 34Q (3875.750000 sec): 3 clusters
  Score: Raw -975951.735967 + Penalty 2975.559387 = -972976.176579
  nChanged 13
		SP:Iteration 35Q (3875.780000 sec): 3 clusters
  Score: Raw -975955.035218 + Penalty 2975.559387 = -972979.475831
  nChanged 11
		SP:Iteration 36Q (3875.800000 sec): 3 clusters
  Score: Raw -975957.286452 + Penalty 2975.559387 = -972981.727064
  nChanged 10
		SP:Iteration 37Q (3875.830000 sec): 3 clusters
  Score: Raw -975960.249183 + Penalty 2975.559387 = -972984.689795
  nChanged 13
		SP:Iteration 38Q (3875.850000 sec): 3 clusters
  Score: Raw -975962.486485 + Penalty 2975.559387 = -972986.927097
  nChanged 7
		SP:Iteration 39Q (3875.870000 sec): 3 clusters
  Score: Raw -975964.103456 + Penalty 2975.559387 = -972988.544068
  nChanged 6
		SP:Iteration 40F (3875.900000 sec): 3 clusters
  Score: Raw -975965.344277 + Penalty 2975.559387 = -972989.784889
  nChanged 8
		SP:Iteration 41Q (3875.920000 sec): 3 clusters
  Score: Raw -975967.170857 + Penalty 2975.559387 = -972991.611470
  nChanged 7
		SP:Iteration 42Q (3875.940000 sec): 3 clusters
  Score: Raw -975968.935317 + Penalty 2975.559387 = -972993.375929
  nChanged 7
		SP:Iteration 43Q (3875.970000 sec): 3 clusters
  Score: Raw -975970.241953 + Penalty 2975.559387 = -972994.682566
  nChanged 6
		SP:Iteration 44Q (3875.990000 sec): 3 clusters
  Score: Raw -975971.476011 + Penalty 2975.559387 = -972995.916623
  nChanged 6
		SP:Iteration 45Q (3876.010000 sec): 3 clusters
  Score: Raw -975972.721817 + Penalty 2975.559387 = -972997.162430
  nChanged 9
		SP:Iteration 46Q (3876.040000 sec): 3 clusters
  Score: Raw -975974.659238 + Penalty 2975.559387 = -972999.099850
  nChanged 7
		SP:Iteration 47Q (3876.060000 sec): 3 clusters
  Score: Raw -975975.896061 + Penalty 2975.559387 = -973000.336673
  nChanged 6
		SP:Iteration 48Q (3876.090000 sec): 3 clusters
  Score: Raw -975976.906630 + Penalty 2975.559387 = -973001.347242
  nChanged 4
		SP:Iteration 49Q (3876.110000 sec): 3 clusters
  Score: Raw -975977.707151 + Penalty 2975.559387 = -973002.147764
  nChanged 2
		SP:Iteration 50Q (3876.130000 sec): 3 clusters
  Score: Raw -975978.021963 + Penalty 2975.559387 = -973002.462575
  nChanged 2
		SP:Iteration 51Q (3876.160000 sec): 3 clusters
  Score: Raw -975978.476269 + Penalty 2975.559387 = -973002.916882
  nChanged 1
		SP:Iteration 52Q (3876.180000 sec): 3 clusters
  Score: Raw -975978.544860 + Penalty 2975.559387 = -973002.985472
  nChanged 0
		SP:Iteration 53F (3876.200000 sec): 3 clusters
  Score: Raw -975978.544860 + Penalty 2975.559387 = -973002.985472
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 55 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3876.210000 sec): 2 clusters
  Score: Raw -155528.179479 + Penalty 1209.500236 = -154318.679243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3876.220000 sec): 3 clusters
  Score: Raw -154788.509410 + Penalty 2419.000472 = -152369.508938
  nChanged 624
		SP:Iteration 1F (3876.220000 sec): 3 clusters
  Score: Raw -155192.837349 + Penalty 2419.000472 = -152773.836878
  nChanged 145
		SP:Iteration 2F (3876.230000 sec): 3 clusters
  Score: Raw -155336.895588 + Penalty 2419.000472 = -152917.895117
  nChanged 98
		SP:Iteration 3F (3876.230000 sec): 3 clusters
  Score: Raw -155414.632629 + Penalty 2419.000472 = -152995.632157
  nChanged 61
		SP:Iteration 4Q (3876.240000 sec): 3 clusters
  Score: Raw -155457.063233 + Penalty 2419.000472 = -153038.062761
  nChanged 41
		SP:Iteration 5Q (3876.240000 sec): 3 clusters
  Score: Raw -155485.252672 + Penalty 2419.000472 = -153066.252200
  nChanged 29
		SP:Iteration 6Q (3876.250000 sec): 3 clusters
  Score: Raw -155508.338677 + Penalty 2419.000472 = -153089.338205
  nChanged 24
		SP:Iteration 7Q (3876.250000 sec): 3 clusters
  Score: Raw -155532.766909 + Penalty 2419.000472 = -153113.766437
  nChanged 29
		SP:Iteration 8Q (3876.250000 sec): 3 clusters
  Score: Raw -155560.761555 + Penalty 2419.000472 = -153141.761084
  nChanged 34
		SP:Iteration 9Q (3876.260000 sec): 3 clusters
  Score: Raw -155598.885558 + Penalty 2419.000472 = -153179.885086
  nChanged 40
		SP:Iteration 10Q (3876.260000 sec): 3 clusters
  Score: Raw -155635.906808 + Penalty 2419.000472 = -153216.906336
  nChanged 37
		SP:Iteration 11Q (3876.270000 sec): 3 clusters
  Score: Raw -155663.721354 + Penalty 2419.000472 = -153244.720882
  nChanged 36
		SP:Iteration 12Q (3876.270000 sec): 3 clusters
  Score: Raw -155690.516740 + Penalty 2419.000472 = -153271.516268
  nChanged 20
		SP:Iteration 13Q (3876.270000 sec): 3 clusters
  Score: Raw -155710.594676 + Penalty 2419.000472 = -153291.594204
  nChanged 23
		SP:Iteration 14Q (3876.280000 sec): 3 clusters
  Score: Raw -155730.831805 + Penalty 2419.000472 = -153311.831334
  nChanged 20
		SP:Iteration 15Q (3876.280000 sec): 3 clusters
  Score: Raw -155746.497333 + Penalty 2419.000472 = -153327.496862
  nChanged 12
		SP:Iteration 16Q (3876.290000 sec): 3 clusters
  Score: Raw -155753.629664 + Penalty 2419.000472 = -153334.629192
  nChanged 15
		SP:Iteration 17Q (3876.290000 sec): 3 clusters
  Score: Raw -155760.337436 + Penalty 2419.000472 = -153341.336965
  nChanged 9
		SP:Iteration 18Q (3876.290000 sec): 3 clusters
  Score: Raw -155764.100666 + Penalty 2419.000472 = -153345.100194
  nChanged 13
		SP:Iteration 19Q (3876.300000 sec): 3 clusters
  Score: Raw -155772.221161 + Penalty 2419.000472 = -153353.220689
  nChanged 12
		SP:Iteration 20F (3876.300000 sec): 3 clusters
  Score: Raw -155777.694576 + Penalty 2419.000472 = -153358.694105
  nChanged 10
		SP:Iteration 21Q (3876.310000 sec): 3 clusters
  Score: Raw -155781.563631 + Penalty 2419.000472 = -153362.563159
  nChanged 4
		SP:Iteration 22Q (3876.310000 sec): 3 clusters
  Score: Raw -155782.572620 + Penalty 2419.000472 = -153363.572149
  nChanged 3
		SP:Iteration 23Q (3876.310000 sec): 3 clusters
  Score: Raw -155784.117012 + Penalty 2419.000472 = -153365.116541
  nChanged 4
		SP:Iteration 24Q (3876.320000 sec): 3 clusters
  Score: Raw -155785.992817 + Penalty 2419.000472 = -153366.992346
  nChanged 4
		SP:Iteration 25Q (3876.320000 sec): 3 clusters
  Score: Raw -155787.461075 + Penalty 2419.000472 = -153368.460603
  nChanged 0
		SP:Iteration 26F (3876.330000 sec): 3 clusters
  Score: Raw -155787.461075 + Penalty 2419.000472 = -153368.460603
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 56 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3876.330000 sec): 2 clusters
  Score: Raw -128866.435830 + Penalty 1157.596828 = -127708.839002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3876.340000 sec): 3 clusters
  Score: Raw -128419.050493 + Penalty 2315.193655 = -126103.856838
  nChanged 378
		SP:Iteration 1F (3876.340000 sec): 3 clusters
  Score: Raw -128707.869904 + Penalty 2315.193655 = -126392.676249
  nChanged 82
		SP:Iteration 2F (3876.340000 sec): 3 clusters
  Score: Raw -128779.127965 + Penalty 2315.193655 = -126463.934310
  nChanged 44
		SP:Iteration 3Q (3876.350000 sec): 3 clusters
  Score: Raw -128816.369041 + Penalty 2315.193655 = -126501.175386
  nChanged 40
		SP:Iteration 4Q (3876.350000 sec): 3 clusters
  Score: Raw -128856.480802 + Penalty 2315.193655 = -126541.287147
  nChanged 37
		SP:Iteration 5Q (3876.350000 sec): 3 clusters
  Score: Raw -128888.743224 + Penalty 2315.193655 = -126573.549569
  nChanged 28
		SP:Iteration 6Q (3876.350000 sec): 3 clusters
  Score: Raw -128910.546022 + Penalty 2315.193655 = -126595.352367
  nChanged 17
		SP:Iteration 7Q (3876.360000 sec): 3 clusters
  Score: Raw -128924.211439 + Penalty 2315.193655 = -126609.017784
  nChanged 13
		SP:Iteration 8Q (3876.360000 sec): 3 clusters
  Score: Raw -128931.940694 + Penalty 2315.193655 = -126616.747038
  nChanged 7
		SP:Iteration 9Q (3876.370000 sec): 3 clusters
  Score: Raw -128936.922234 + Penalty 2315.193655 = -126621.728578
  nChanged 6
		SP:Iteration 10Q (3876.370000 sec): 3 clusters
  Score: Raw -128939.740614 + Penalty 2315.193655 = -126624.546959
  nChanged 4
		SP:Iteration 11Q (3876.370000 sec): 3 clusters
  Score: Raw -128943.565787 + Penalty 2315.193655 = -126628.372132
  nChanged 4
		SP:Iteration 12Q (3876.370000 sec): 3 clusters
  Score: Raw -128945.527994 + Penalty 2315.193655 = -126630.334339
  nChanged 2
		SP:Iteration 13Q (3876.380000 sec): 3 clusters
  Score: Raw -128946.478018 + Penalty 2315.193655 = -126631.284362
  nChanged 1
		SP:Iteration 14Q (3876.380000 sec): 3 clusters
  Score: Raw -128946.928128 + Penalty 2315.193655 = -126631.734473
  nChanged 1
		SP:Iteration 15Q (3876.380000 sec): 3 clusters
  Score: Raw -128948.861735 + Penalty 2315.193655 = -126633.668080
  nChanged 2
		SP:Iteration 16Q (3876.390000 sec): 3 clusters
  Score: Raw -128949.756796 + Penalty 2315.193655 = -126634.563141
  nChanged 2
		SP:Iteration 17Q (3876.390000 sec): 3 clusters
  Score: Raw -128951.244669 + Penalty 2315.193655 = -126636.051014
  nChanged 2
		SP:Iteration 18Q (3876.390000 sec): 3 clusters
  Score: Raw -128952.817876 + Penalty 2315.193655 = -126637.624221
  nChanged 3
		SP:Iteration 19Q (3876.390000 sec): 3 clusters
  Score: Raw -128954.510802 + Penalty 2315.193655 = -126639.317147
  nChanged 4
		SP:Iteration 20F (3876.400000 sec): 3 clusters
  Score: Raw -128956.373243 + Penalty 2315.193655 = -126641.179588
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 57 (1835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3876.410000 sec): 2 clusters
  Score: Raw -146448.286948 + Penalty 1221.154961 = -145227.131987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3876.410000 sec): 3 clusters
  Score: Raw -145749.697462 + Penalty 2442.309922 = -143307.387540
  nChanged 691
		SP:Iteration 1F (3876.410000 sec): 3 clusters
  Score: Raw -146440.612819 + Penalty 2442.309922 = -143998.302897
  nChanged 197
		SP:Iteration 2F (3876.420000 sec): 3 clusters
  Score: Raw -146728.782364 + Penalty 2442.309922 = -144286.472442
  nChanged 133
		SP:Iteration 3F (3876.420000 sec): 3 clusters
  Score: Raw -146898.400996 + Penalty 2442.309922 = -144456.091074
  nChanged 91
		SP:Iteration 4Q (3876.430000 sec): 3 clusters
  Score: Raw -146999.053090 + Penalty 2442.309922 = -144556.743168
  nChanged 57
		SP:Iteration 5Q (3876.430000 sec): 3 clusters
  Score: Raw -147040.748008 + Penalty 2442.309922 = -144598.438086
  nChanged 41
		SP:Iteration 6Q (3876.440000 sec): 3 clusters
  Score: Raw -147071.360484 + Penalty 2442.309922 = -144629.050562
  nChanged 29
		SP:Iteration 7Q (3876.440000 sec): 3 clusters
  Score: Raw -147094.620789 + Penalty 2442.309922 = -144652.310867
  nChanged 31
		SP:Iteration 8Q (3876.450000 sec): 3 clusters
  Score: Raw -147121.979343 + Penalty 2442.309922 = -144679.669421
  nChanged 23
		SP:Iteration 9Q (3876.450000 sec): 3 clusters
  Score: Raw -147138.608062 + Penalty 2442.309922 = -144696.298140
  nChanged 19
		SP:Iteration 10Q (3876.450000 sec): 3 clusters
  Score: Raw -147147.779992 + Penalty 2442.309922 = -144705.470070
  nChanged 12
		SP:Iteration 11Q (3876.460000 sec): 3 clusters
  Score: Raw -147156.364647 + Penalty 2442.309922 = -144714.054725
  nChanged 10
		SP:Iteration 12Q (3876.460000 sec): 3 clusters
  Score: Raw -147162.443657 + Penalty 2442.309922 = -144720.133735
  nChanged 10
		SP:Iteration 13Q (3876.470000 sec): 3 clusters
  Score: Raw -147168.243782 + Penalty 2442.309922 = -144725.933860
  nChanged 6
		SP:Iteration 14Q (3876.470000 sec): 3 clusters
  Score: Raw -147172.064111 + Penalty 2442.309922 = -144729.754189
  nChanged 5
		SP:Iteration 15Q (3876.470000 sec): 3 clusters
  Score: Raw -147173.788278 + Penalty 2442.309922 = -144731.478356
  nChanged 4
		SP:Iteration 16Q (3876.480000 sec): 3 clusters
  Score: Raw -147175.640802 + Penalty 2442.309922 = -144733.330880
  nChanged 4
		SP:Iteration 17Q (3876.480000 sec): 3 clusters
  Score: Raw -147178.121220 + Penalty 2442.309922 = -144735.811298
  nChanged 8
		SP:Iteration 18Q (3876.490000 sec): 3 clusters
  Score: Raw -147182.031827 + Penalty 2442.309922 = -144739.721905
  nChanged 7
		SP:Iteration 19Q (3876.490000 sec): 3 clusters
  Score: Raw -147189.494510 + Penalty 2442.309922 = -144747.184587
  nChanged 6
		SP:Iteration 20F (3876.490000 sec): 3 clusters
  Score: Raw -147191.532115 + Penalty 2442.309922 = -144749.222193
  nChanged 3
		SP:Iteration 21Q (3876.500000 sec): 3 clusters
  Score: Raw -147192.799334 + Penalty 2442.309922 = -144750.489412
  nChanged 1
		SP:Iteration 22Q (3876.510000 sec): 3 clusters
  Score: Raw -147193.095652 + Penalty 2442.309922 = -144750.785729
  nChanged 0
		SP:Iteration 23F (3876.510000 sec): 3 clusters
  Score: Raw -147193.095652 + Penalty 2442.309922 = -144750.785729
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 58 (1738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3876.510000 sec): 2 clusters
  Score: Raw -174056.154763 + Penalty 1212.329675 = -172843.825088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3876.520000 sec): 3 clusters
  Score: Raw -173312.276244 + Penalty 2424.659349 = -170887.616894
  nChanged 589
		SP:Iteration 1F (3876.530000 sec): 3 clusters
  Score: Raw -173713.249135 + Penalty 2424.659349 = -171288.589785
  nChanged 147
		SP:Iteration 2F (3876.530000 sec): 3 clusters
  Score: Raw -173829.548337 + Penalty 2424.659349 = -171404.888988
  nChanged 74
		SP:Iteration 3Q (3876.530000 sec): 3 clusters
  Score: Raw -173875.278082 + Penalty 2424.659349 = -171450.618733
  nChanged 40
		SP:Iteration 4Q (3876.540000 sec): 3 clusters
  Score: Raw -173899.492867 + Penalty 2424.659349 = -171474.833518
  nChanged 29
		SP:Iteration 5Q (3876.540000 sec): 3 clusters
  Score: Raw -173914.151251 + Penalty 2424.659349 = -171489.491901
  nChanged 20
		SP:Iteration 6Q (3876.550000 sec): 3 clusters
  Score: Raw -173925.076026 + Penalty 2424.659349 = -171500.416677
  nChanged 13
		SP:Iteration 7Q (3876.550000 sec): 3 clusters
  Score: Raw -173932.993582 + Penalty 2424.659349 = -171508.334233
  nChanged 13
		SP:Iteration 8Q (3876.550000 sec): 3 clusters
  Score: Raw -173939.185946 + Penalty 2424.659349 = -171514.526596
  nChanged 7
		SP:Iteration 9Q (3876.560000 sec): 3 clusters
  Score: Raw -173942.253075 + Penalty 2424.659349 = -171517.593726
  nChanged 3
		SP:Iteration 10Q (3876.560000 sec): 3 clusters
  Score: Raw -173944.184714 + Penalty 2424.659349 = -171519.525365
  nChanged 5
		SP:Iteration 11Q (3876.570000 sec): 3 clusters
  Score: Raw -173946.429708 + Penalty 2424.659349 = -171521.770358
  nChanged 2
		SP:Iteration 12Q (3876.570000 sec): 3 clusters
  Score: Raw -173947.533568 + Penalty 2424.659349 = -171522.874219
  nChanged 2
		SP:Iteration 13Q (3876.580000 sec): 3 clusters
  Score: Raw -173948.622726 + Penalty 2424.659349 = -171523.963377
  nChanged 2
		SP:Iteration 14Q (3876.580000 sec): 3 clusters
  Score: Raw -173949.576032 + Penalty 2424.659349 = -171524.916683
  nChanged 1
		SP:Iteration 15Q (3876.590000 sec): 3 clusters
  Score: Raw -173950.041896 + Penalty 2424.659349 = -171525.382547
  nChanged 0
		SP:Iteration 16F (3876.590000 sec): 3 clusters
  Score: Raw -173950.041896 + Penalty 2424.659349 = -171525.382547
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 59 (2439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3876.600000 sec): 2 clusters
  Score: Raw -259325.960909 + Penalty 1267.393302 = -258058.567607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3876.610000 sec): 3 clusters
  Score: Raw -258257.633663 + Penalty 2534.786604 = -255722.847058
  nChanged 875
		SP:Iteration 1F (3876.610000 sec): 3 clusters
  Score: Raw -258751.397939 + Penalty 2534.786604 = -256216.611335
  nChanged 174
		SP:Iteration 2F (3876.620000 sec): 3 clusters
  Score: Raw -258855.513144 + Penalty 2534.786604 = -256320.726539
  nChanged 96
		SP:Iteration 3Q (3876.620000 sec): 3 clusters
  Score: Raw -258902.313504 + Penalty 2534.786604 = -256367.526899
  nChanged 55
		SP:Iteration 4Q (3876.630000 sec): 3 clusters
  Score: Raw -258926.970637 + Penalty 2534.786604 = -256392.184032
  nChanged 33
		SP:Iteration 5Q (3876.630000 sec): 3 clusters
  Score: Raw -258943.143711 + Penalty 2534.786604 = -256408.357106
  nChanged 35
		SP:Iteration 6Q (3876.640000 sec): 3 clusters
  Score: Raw -258957.802880 + Penalty 2534.786604 = -256423.016276
  nChanged 38
		SP:Iteration 7Q (3876.650000 sec): 3 clusters
  Score: Raw -258974.342270 + Penalty 2534.786604 = -256439.555666
  nChanged 34
		SP:Iteration 8Q (3876.650000 sec): 3 clusters
  Score: Raw -258990.802946 + Penalty 2534.786604 = -256456.016341
  nChanged 31
		SP:Iteration 9Q (3876.660000 sec): 3 clusters
  Score: Raw -259007.112691 + Penalty 2534.786604 = -256472.326087
  nChanged 33
		SP:Iteration 10Q (3876.670000 sec): 3 clusters
  Score: Raw -259022.173641 + Penalty 2534.786604 = -256487.387037
  nChanged 42
		SP:Iteration 11Q (3876.670000 sec): 3 clusters
  Score: Raw -259042.005496 + Penalty 2534.786604 = -256507.218891
  nChanged 37
		SP:Iteration 12Q (3876.680000 sec): 3 clusters
  Score: Raw -259061.407291 + Penalty 2534.786604 = -256526.620686
  nChanged 37
		SP:Iteration 13Q (3876.680000 sec): 3 clusters
  Score: Raw -259081.081236 + Penalty 2534.786604 = -256546.294631
  nChanged 29
		SP:Iteration 14Q (3876.690000 sec): 3 clusters
  Score: Raw -259096.248321 + Penalty 2534.786604 = -256561.461717
  nChanged 33
		SP:Iteration 15Q (3876.700000 sec): 3 clusters
  Score: Raw -259110.777879 + Penalty 2534.786604 = -256575.991275
  nChanged 27
		SP:Iteration 16Q (3876.700000 sec): 3 clusters
  Score: Raw -259120.738812 + Penalty 2534.786604 = -256585.952207
  nChanged 27
		SP:Iteration 17Q (3876.710000 sec): 3 clusters
  Score: Raw -259134.238001 + Penalty 2534.786604 = -256599.451397
  nChanged 28
		SP:Iteration 18Q (3876.710000 sec): 3 clusters
  Score: Raw -259149.604294 + Penalty 2534.786604 = -256614.817689
  nChanged 33
		SP:Iteration 19Q (3876.720000 sec): 3 clusters
  Score: Raw -259166.183049 + Penalty 2534.786604 = -256631.396444
  nChanged 36
		SP:Iteration 20F (3876.730000 sec): 3 clusters
  Score: Raw -259183.626223 + Penalty 2534.786604 = -256648.839619
  nChanged 26
		SP:Iteration 21Q (3876.730000 sec): 3 clusters
  Score: Raw -259195.447557 + Penalty 2534.786604 = -256660.660952
  nChanged 24
		SP:Iteration 22Q (3876.740000 sec): 3 clusters
  Score: Raw -259211.473076 + Penalty 2534.786604 = -256676.686472
  nChanged 25
		SP:Iteration 23Q (3876.750000 sec): 3 clusters
  Score: Raw -259225.638868 + Penalty 2534.786604 = -256690.852264
  nChanged 26
		SP:Iteration 24Q (3876.750000 sec): 3 clusters
  Score: Raw -259239.892386 + Penalty 2534.786604 = -256705.105782
  nChanged 22
		SP:Iteration 25Q (3876.760000 sec): 3 clusters
  Score: Raw -259255.002328 + Penalty 2534.786604 = -256720.215724
  nChanged 25
		SP:Iteration 26Q (3876.760000 sec): 3 clusters
  Score: Raw -259273.602224 + Penalty 2534.786604 = -256738.815620
  nChanged 31
		SP:Iteration 27Q (3876.770000 sec): 3 clusters
  Score: Raw -259293.955210 + Penalty 2534.786604 = -256759.168605
  nChanged 25
		SP:Iteration 28Q (3876.780000 sec): 3 clusters
  Score: Raw -259314.226281 + Penalty 2534.786604 = -256779.439677
  nChanged 22
		SP:Iteration 29Q (3876.790000 sec): 3 clusters
  Score: Raw -259328.629020 + Penalty 2534.786604 = -256793.842416
  nChanged 20
		SP:Iteration 30Q (3876.790000 sec): 3 clusters
  Score: Raw -259343.293330 + Penalty 2534.786604 = -256808.506726
  nChanged 22
		SP:Iteration 31Q (3876.800000 sec): 3 clusters
  Score: Raw -259359.024914 + Penalty 2534.786604 = -256824.238310
  nChanged 29
		SP:Iteration 32Q (3876.800000 sec): 3 clusters
  Score: Raw -259380.492355 + Penalty 2534.786604 = -256845.705750
  nChanged 21
		SP:Iteration 33Q (3876.810000 sec): 3 clusters
  Score: Raw -259399.831324 + Penalty 2534.786604 = -256865.044720
  nChanged 23
		SP:Iteration 34Q (3876.820000 sec): 3 clusters
  Score: Raw -259417.262133 + Penalty 2534.786604 = -256882.475529
  nChanged 25
		SP:Iteration 35Q (3876.820000 sec): 3 clusters
  Score: Raw -259442.224187 + Penalty 2534.786604 = -256907.437582
  nChanged 23
		SP:Iteration 36Q (3876.830000 sec): 3 clusters
  Score: Raw -259465.591615 + Penalty 2534.786604 = -256930.805011
  nChanged 17
		SP:Iteration 37Q (3876.830000 sec): 3 clusters
  Score: Raw -259482.305070 + Penalty 2534.786604 = -256947.518466
  nChanged 11
		SP:Iteration 38Q (3876.840000 sec): 3 clusters
  Score: Raw -259489.612615 + Penalty 2534.786604 = -256954.826010
  nChanged 7
		SP:Iteration 39Q (3876.840000 sec): 3 clusters
  Score: Raw -259495.075732 + Penalty 2534.786604 = -256960.289127
  nChanged 7
		SP:Iteration 40F (3876.850000 sec): 3 clusters
  Score: Raw -259501.218535 + Penalty 2534.786604 = -256966.431930
  nChanged 6
		SP:Iteration 41Q (3876.860000 sec): 3 clusters
  Score: Raw -259505.094844 + Penalty 2534.786604 = -256970.308240
  nChanged 5
		SP:Iteration 42Q (3876.860000 sec): 3 clusters
  Score: Raw -259510.179888 + Penalty 2534.786604 = -256975.393283
  nChanged 5
		SP:Iteration 43Q (3876.870000 sec): 3 clusters
  Score: Raw -259514.260771 + Penalty 2534.786604 = -256979.474166
  nChanged 3
		SP:Iteration 44Q (3876.870000 sec): 3 clusters
  Score: Raw -259516.293194 + Penalty 2534.786604 = -256981.506589
  nChanged 1
		SP:Iteration 45Q (3876.880000 sec): 3 clusters
  Score: Raw -259516.877501 + Penalty 2534.786604 = -256982.090897
  nChanged 0
		SP:Iteration 46F (3876.880000 sec): 3 clusters
  Score: Raw -259516.877501 + Penalty 2534.786604 = -256982.090897
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 60 (2716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3876.900000 sec): 2 clusters
  Score: Raw -246045.055492 + Penalty 1284.873767 = -244760.181725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3876.900000 sec): 3 clusters
  Score: Raw -244852.170694 + Penalty 2569.747534 = -242282.423161
  nChanged 983
		SP:Iteration 1F (3876.910000 sec): 3 clusters
  Score: Raw -245795.667882 + Penalty 2569.747534 = -243225.920348
  nChanged 341
		SP:Iteration 2F (3876.920000 sec): 3 clusters
  Score: Raw -246272.209666 + Penalty 2569.747534 = -243702.462132
  nChanged 234
		SP:Iteration 3F (3876.920000 sec): 3 clusters
  Score: Raw -246524.290219 + Penalty 2569.747534 = -243954.542685
  nChanged 153
		SP:Iteration 4F (3876.930000 sec): 3 clusters
  Score: Raw -246650.815983 + Penalty 2569.747534 = -244081.068449
  nChanged 89
		SP:Iteration 5Q (3876.940000 sec): 3 clusters
  Score: Raw -246715.188363 + Penalty 2569.747534 = -244145.440829
  nChanged 50
		SP:Iteration 6Q (3876.940000 sec): 3 clusters
  Score: Raw -246743.443547 + Penalty 2569.747534 = -244173.696013
  nChanged 31
		SP:Iteration 7Q (3876.950000 sec): 3 clusters
  Score: Raw -246760.614465 + Penalty 2569.747534 = -244190.866932
  nChanged 22
		SP:Iteration 8Q (3876.960000 sec): 3 clusters
  Score: Raw -246769.616649 + Penalty 2569.747534 = -244199.869115
  nChanged 17
		SP:Iteration 9Q (3876.960000 sec): 3 clusters
  Score: Raw -246777.572809 + Penalty 2569.747534 = -244207.825275
  nChanged 16
		SP:Iteration 10Q (3876.970000 sec): 3 clusters
  Score: Raw -246784.506098 + Penalty 2569.747534 = -244214.758564
  nChanged 13
		SP:Iteration 11Q (3876.980000 sec): 3 clusters
  Score: Raw -246791.974088 + Penalty 2569.747534 = -244222.226554
  nChanged 10
		SP:Iteration 12Q (3876.980000 sec): 3 clusters
  Score: Raw -246796.085876 + Penalty 2569.747534 = -244226.338342
  nChanged 8
		SP:Iteration 13Q (3876.990000 sec): 3 clusters
  Score: Raw -246799.995844 + Penalty 2569.747534 = -244230.248310
  nChanged 6
		SP:Iteration 14Q (3876.990000 sec): 3 clusters
  Score: Raw -246802.074973 + Penalty 2569.747534 = -244232.327439
  nChanged 0
		SP:Iteration 15F (3877.000000 sec): 3 clusters
  Score: Raw -246802.074973 + Penalty 2569.747534 = -244232.327439
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 61 (5238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3877.020000 sec): 2 clusters
  Score: Raw -512918.354711 + Penalty 1391.600442 = -511526.754269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3877.030000 sec): 3 clusters
  Score: Raw -510214.523855 + Penalty 2783.200883 = -507431.322972
  nChanged 2151
		SP:Iteration 1F (3877.050000 sec): 3 clusters
  Score: Raw -511404.575227 + Penalty 2783.200883 = -508621.374343
  nChanged 360
		SP:Iteration 2F (3877.060000 sec): 3 clusters
  Score: Raw -511567.193465 + Penalty 2783.200883 = -508783.992581
  nChanged 253
		SP:Iteration 3Q (3877.070000 sec): 3 clusters
  Score: Raw -511690.140934 + Penalty 2783.200883 = -508906.940051
  nChanged 194
		SP:Iteration 4Q (3877.090000 sec): 3 clusters
  Score: Raw -511775.933955 + Penalty 2783.200883 = -508992.733072
  nChanged 180
		SP:Iteration 5Q (3877.100000 sec): 3 clusters
  Score: Raw -511854.379217 + Penalty 2783.200883 = -509071.178334
  nChanged 157
		SP:Iteration 6Q (3877.120000 sec): 3 clusters
  Score: Raw -511928.439561 + Penalty 2783.200883 = -509145.238678
  nChanged 160
		SP:Iteration 7Q (3877.130000 sec): 3 clusters
  Score: Raw -511997.713521 + Penalty 2783.200883 = -509214.512638
  nChanged 163
		SP:Iteration 8Q (3877.150000 sec): 3 clusters
  Score: Raw -512074.815717 + Penalty 2783.200883 = -509291.614834
  nChanged 166
		SP:Iteration 9Q (3877.160000 sec): 3 clusters
  Score: Raw -512160.230653 + Penalty 2783.200883 = -509377.029769
  nChanged 178
		SP:Iteration 10Q (3877.170000 sec): 3 clusters
  Score: Raw -512258.532807 + Penalty 2783.200883 = -509475.331923
  nChanged 164
		SP:Iteration 11Q (3877.180000 sec): 3 clusters
  Score: Raw -512344.277232 + Penalty 2783.200883 = -509561.076349
  nChanged 160
		SP:Iteration 12Q (3877.200000 sec): 3 clusters
  Score: Raw -512440.224815 + Penalty 2783.200883 = -509657.023932
  nChanged 164
		SP:Iteration 13Q (3877.210000 sec): 3 clusters
  Score: Raw -512555.001147 + Penalty 2783.200883 = -509771.800264
  nChanged 168
		SP:Iteration 14Q (3877.220000 sec): 3 clusters
  Score: Raw -512678.233868 + Penalty 2783.200883 = -509895.032985
  nChanged 146
		SP:Iteration 15Q (3877.240000 sec): 3 clusters
  Score: Raw -512802.649357 + Penalty 2783.200883 = -510019.448474
  nChanged 122
		SP:Iteration 16Q (3877.250000 sec): 3 clusters
  Score: Raw -512907.646247 + Penalty 2783.200883 = -510124.445363
  nChanged 109
		SP:Iteration 17Q (3877.260000 sec): 3 clusters
  Score: Raw -512996.481741 + Penalty 2783.200883 = -510213.280858
  nChanged 74
		SP:Iteration 18Q (3877.270000 sec): 3 clusters
  Score: Raw -513066.109647 + Penalty 2783.200883 = -510282.908764
  nChanged 70
		SP:Iteration 19Q (3877.280000 sec): 3 clusters
  Score: Raw -513130.694217 + Penalty 2783.200883 = -510347.493334
  nChanged 52
		SP:Iteration 20F (3877.300000 sec): 3 clusters
  Score: Raw -513177.976858 + Penalty 2783.200883 = -510394.775975
  nChanged 47
		SP:Iteration 21Q (3877.300000 sec): 3 clusters
  Score: Raw -513211.748467 + Penalty 2783.200883 = -510428.547584
  nChanged 31
		SP:Iteration 22Q (3877.320000 sec): 3 clusters
  Score: Raw -513232.671410 + Penalty 2783.200883 = -510449.470527
  nChanged 17
		SP:Iteration 23Q (3877.330000 sec): 3 clusters
  Score: Raw -513249.140107 + Penalty 2783.200883 = -510465.939224
  nChanged 17
		SP:Iteration 24Q (3877.340000 sec): 3 clusters
  Score: Raw -513259.595930 + Penalty 2783.200883 = -510476.395047
  nChanged 17
		SP:Iteration 25Q (3877.350000 sec): 3 clusters
  Score: Raw -513268.332770 + Penalty 2783.200883 = -510485.131887
  nChanged 13
		SP:Iteration 26Q (3877.360000 sec): 3 clusters
  Score: Raw -513274.935621 + Penalty 2783.200883 = -510491.734738
  nChanged 10
		SP:Iteration 27Q (3877.370000 sec): 3 clusters
  Score: Raw -513280.995969 + Penalty 2783.200883 = -510497.795086
  nChanged 8
		SP:Iteration 28Q (3877.380000 sec): 3 clusters
  Score: Raw -513285.286393 + Penalty 2783.200883 = -510502.085510
  nChanged 5
		SP:Iteration 29Q (3877.390000 sec): 3 clusters
  Score: Raw -513287.642726 + Penalty 2783.200883 = -510504.441842
  nChanged 5
		SP:Iteration 30Q (3877.400000 sec): 3 clusters
  Score: Raw -513289.336299 + Penalty 2783.200883 = -510506.135416
  nChanged 1
		SP:Iteration 31Q (3877.410000 sec): 3 clusters
  Score: Raw -513289.629081 + Penalty 2783.200883 = -510506.428198
  nChanged 1
		SP:Iteration 32Q (3877.420000 sec): 3 clusters
  Score: Raw -513290.134748 + Penalty 2783.200883 = -510506.933865
  nChanged 3
		SP:Iteration 33Q (3877.430000 sec): 3 clusters
  Score: Raw -513291.118356 + Penalty 2783.200883 = -510507.917473
  nChanged 2
		SP:Iteration 34Q (3877.440000 sec): 3 clusters
  Score: Raw -513291.650524 + Penalty 2783.200883 = -510508.449641
  nChanged 2
		SP:Iteration 35Q (3877.450000 sec): 3 clusters
  Score: Raw -513292.226291 + Penalty 2783.200883 = -510509.025408
  nChanged 2
		SP:Iteration 36Q (3877.460000 sec): 3 clusters
  Score: Raw -513292.847322 + Penalty 2783.200883 = -510509.646439
  nChanged 0
		SP:Iteration 37F (3877.480000 sec): 3 clusters
  Score: Raw -513292.847322 + Penalty 2783.200883 = -510509.646439
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 62 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3877.490000 sec): 2 clusters
  Score: Raw -276848.217102 + Penalty 1298.303573 = -275549.913529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3877.500000 sec): 3 clusters
  Score: Raw -275434.227985 + Penalty 2596.607146 = -272837.620839
  nChanged 1107
		SP:Iteration 1F (3877.500000 sec): 3 clusters
  Score: Raw -276091.616034 + Penalty 2596.607146 = -273495.008888
  nChanged 240
		SP:Iteration 2F (3877.510000 sec): 3 clusters
  Score: Raw -276251.571294 + Penalty 2596.607146 = -273654.964148
  nChanged 164
		SP:Iteration 3F (3877.520000 sec): 3 clusters
  Score: Raw -276372.929668 + Penalty 2596.607146 = -273776.322522
  nChanged 136
		SP:Iteration 4Q (3877.520000 sec): 3 clusters
  Score: Raw -276463.456888 + Penalty 2596.607146 = -273866.849742
  nChanged 102
		SP:Iteration 5Q (3877.530000 sec): 3 clusters
  Score: Raw -276535.421678 + Penalty 2596.607146 = -273938.814532
  nChanged 94
		SP:Iteration 6Q (3877.540000 sec): 3 clusters
  Score: Raw -276598.545521 + Penalty 2596.607146 = -274001.938375
  nChanged 76
		SP:Iteration 7Q (3877.550000 sec): 3 clusters
  Score: Raw -276651.441665 + Penalty 2596.607146 = -274054.834519
  nChanged 91
		SP:Iteration 8Q (3877.560000 sec): 3 clusters
  Score: Raw -276719.856751 + Penalty 2596.607146 = -274123.249605
  nChanged 73
		SP:Iteration 9Q (3877.560000 sec): 3 clusters
  Score: Raw -276772.468620 + Penalty 2596.607146 = -274175.861474
  nChanged 77
		SP:Iteration 10Q (3877.570000 sec): 3 clusters
  Score: Raw -276828.420148 + Penalty 2596.607146 = -274231.813002
  nChanged 67
		SP:Iteration 11Q (3877.580000 sec): 3 clusters
  Score: Raw -276878.595469 + Penalty 2596.607146 = -274281.988323
  nChanged 69
		SP:Iteration 12Q (3877.580000 sec): 3 clusters
  Score: Raw -276923.128369 + Penalty 2596.607146 = -274326.521223
  nChanged 53
		SP:Iteration 13Q (3877.590000 sec): 3 clusters
  Score: Raw -276953.562495 + Penalty 2596.607146 = -274356.955349
  nChanged 53
		SP:Iteration 14Q (3877.600000 sec): 3 clusters
  Score: Raw -276985.554643 + Penalty 2596.607146 = -274388.947497
  nChanged 43
		SP:Iteration 15Q (3877.600000 sec): 3 clusters
  Score: Raw -277009.392674 + Penalty 2596.607146 = -274412.785528
  nChanged 30
		SP:Iteration 16Q (3877.610000 sec): 3 clusters
  Score: Raw -277024.840631 + Penalty 2596.607146 = -274428.233485
  nChanged 30
		SP:Iteration 17Q (3877.620000 sec): 3 clusters
  Score: Raw -277040.841189 + Penalty 2596.607146 = -274444.234043
  nChanged 35
		SP:Iteration 18Q (3877.620000 sec): 3 clusters
  Score: Raw -277064.082342 + Penalty 2596.607146 = -274467.475196
  nChanged 43
		SP:Iteration 19Q (3877.630000 sec): 3 clusters
  Score: Raw -277094.491474 + Penalty 2596.607146 = -274497.884328
  nChanged 43
		SP:Iteration 20F (3877.640000 sec): 3 clusters
  Score: Raw -277117.832779 + Penalty 2596.607146 = -274521.225633
  nChanged 29
		SP:Iteration 21Q (3877.650000 sec): 3 clusters
  Score: Raw -277135.722751 + Penalty 2596.607146 = -274539.115605
  nChanged 33
		SP:Iteration 22Q (3877.660000 sec): 3 clusters
  Score: Raw -277152.207120 + Penalty 2596.607146 = -274555.599974
  nChanged 29
		SP:Iteration 23Q (3877.660000 sec): 3 clusters
  Score: Raw -277166.120810 + Penalty 2596.607146 = -274569.513664
  nChanged 28
		SP:Iteration 24Q (3877.670000 sec): 3 clusters
  Score: Raw -277183.579790 + Penalty 2596.607146 = -274586.972644
  nChanged 25
		SP:Iteration 25Q (3877.680000 sec): 3 clusters
  Score: Raw -277193.694794 + Penalty 2596.607146 = -274597.087647
  nChanged 16
		SP:Iteration 26Q (3877.680000 sec): 3 clusters
  Score: Raw -277201.782339 + Penalty 2596.607146 = -274605.175193
  nChanged 15
		SP:Iteration 27Q (3877.690000 sec): 3 clusters
  Score: Raw -277208.425466 + Penalty 2596.607146 = -274611.818320
  nChanged 8
		SP:Iteration 28Q (3877.700000 sec): 3 clusters
  Score: Raw -277211.117982 + Penalty 2596.607146 = -274614.510836
  nChanged 6
		SP:Iteration 29Q (3877.700000 sec): 3 clusters
  Score: Raw -277213.430218 + Penalty 2596.607146 = -274616.823072
  nChanged 3
		SP:Iteration 30Q (3877.710000 sec): 3 clusters
  Score: Raw -277215.063008 + Penalty 2596.607146 = -274618.455862
  nChanged 2
		SP:Iteration 31Q (3877.720000 sec): 3 clusters
  Score: Raw -277216.045446 + Penalty 2596.607146 = -274619.438300
  nChanged 2
		SP:Iteration 32Q (3877.720000 sec): 3 clusters
  Score: Raw -277218.526984 + Penalty 2596.607146 = -274621.919838
  nChanged 5
		SP:Iteration 33Q (3877.730000 sec): 3 clusters
  Score: Raw -277220.051643 + Penalty 2596.607146 = -274623.444497
  nChanged 3
		SP:Iteration 34Q (3877.740000 sec): 3 clusters
  Score: Raw -277220.991588 + Penalty 2596.607146 = -274624.384442
  nChanged 5
		SP:Iteration 35Q (3877.740000 sec): 3 clusters
  Score: Raw -277223.550722 + Penalty 2596.607146 = -274626.943576
  nChanged 6
		SP:Iteration 36Q (3877.750000 sec): 3 clusters
  Score: Raw -277226.298227 + Penalty 2596.607146 = -274629.691081
  nChanged 9
		SP:Iteration 37Q (3877.760000 sec): 3 clusters
  Score: Raw -277229.410917 + Penalty 2596.607146 = -274632.803771
  nChanged 10
		SP:Iteration 38Q (3877.760000 sec): 3 clusters
  Score: Raw -277235.343975 + Penalty 2596.607146 = -274638.736829
  nChanged 10
		SP:Iteration 39Q (3877.770000 sec): 3 clusters
  Score: Raw -277240.766899 + Penalty 2596.607146 = -274644.159753
  nChanged 14
		SP:Iteration 40F (3877.780000 sec): 3 clusters
  Score: Raw -277246.181644 + Penalty 2596.607146 = -274649.574498
  nChanged 8
		SP:Iteration 41Q (3877.780000 sec): 3 clusters
  Score: Raw -277248.448235 + Penalty 2596.607146 = -274651.841089
  nChanged 7
		SP:Iteration 42Q (3877.790000 sec): 3 clusters
  Score: Raw -277250.257908 + Penalty 2596.607146 = -274653.650762
  nChanged 3
		SP:Iteration 43Q (3877.800000 sec): 3 clusters
  Score: Raw -277251.187577 + Penalty 2596.607146 = -274654.580431
  nChanged 3
		SP:Iteration 44Q (3877.810000 sec): 3 clusters
  Score: Raw -277252.301508 + Penalty 2596.607146 = -274655.694362
  nChanged 7
		SP:Iteration 45Q (3877.810000 sec): 3 clusters
  Score: Raw -277253.647105 + Penalty 2596.607146 = -274657.039959
  nChanged 0
		SP:Iteration 46F (3877.820000 sec): 3 clusters
  Score: Raw -277253.647105 + Penalty 2596.607146 = -274657.039959
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 63 (9887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3877.850000 sec): 2 clusters
  Score: Raw -927344.008605 + Penalty 1494.833607 = -925849.174998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3877.880000 sec): 3 clusters
  Score: Raw -921787.143207 + Penalty 2989.667214 = -918797.475994
  nChanged 4198
		SP:Iteration 1F (3877.900000 sec): 3 clusters
  Score: Raw -924244.742117 + Penalty 2989.667214 = -921255.074904
  nChanged 746
		SP:Iteration 2F (3877.930000 sec): 3 clusters
  Score: Raw -924804.388605 + Penalty 2989.667214 = -921814.721391
  nChanged 735
		SP:Iteration 3F (3877.950000 sec): 3 clusters
  Score: Raw -925499.611243 + Penalty 2989.667214 = -922509.944030
  nChanged 764
		SP:Iteration 4F (3877.980000 sec): 3 clusters
  Score: Raw -926245.479955 + Penalty 2989.667214 = -923255.812742
  nChanged 726
		SP:Iteration 5F (3878.000000 sec): 3 clusters
  Score: Raw -926908.223319 + Penalty 2989.667214 = -923918.556106
  nChanged 613
		SP:Iteration 6F (3878.030000 sec): 3 clusters
  Score: Raw -927378.634979 + Penalty 2989.667214 = -924388.967765
  nChanged 462
		SP:Iteration 7Q (3878.050000 sec): 3 clusters
  Score: Raw -927662.203208 + Penalty 2989.667214 = -924672.535994
  nChanged 331
		SP:Iteration 8Q (3878.080000 sec): 3 clusters
  Score: Raw -927839.010977 + Penalty 2989.667214 = -924849.343763
  nChanged 246
		SP:Iteration 9Q (3878.100000 sec): 3 clusters
  Score: Raw -927937.296479 + Penalty 2989.667214 = -924947.629265
  nChanged 164
		SP:Iteration 10Q (3878.120000 sec): 3 clusters
  Score: Raw -927986.748563 + Penalty 2989.667214 = -924997.081349
  nChanged 116
		SP:Iteration 11Q (3878.140000 sec): 3 clusters
  Score: Raw -928016.354699 + Penalty 2989.667214 = -925026.687486
  nChanged 87
		SP:Iteration 12Q (3878.170000 sec): 3 clusters
  Score: Raw -928035.147693 + Penalty 2989.667214 = -925045.480480
  nChanged 73
		SP:Iteration 13Q (3878.190000 sec): 3 clusters
  Score: Raw -928050.854502 + Penalty 2989.667214 = -925061.187289
  nChanged 63
		SP:Iteration 14Q (3878.220000 sec): 3 clusters
  Score: Raw -928062.274140 + Penalty 2989.667214 = -925072.606927
  nChanged 43
		SP:Iteration 15Q (3878.240000 sec): 3 clusters
  Score: Raw -928069.125188 + Penalty 2989.667214 = -925079.457974
  nChanged 32
		SP:Iteration 16Q (3878.270000 sec): 3 clusters
  Score: Raw -928074.223639 + Penalty 2989.667214 = -925084.556426
  nChanged 24
		SP:Iteration 17Q (3878.290000 sec): 3 clusters
  Score: Raw -928077.808857 + Penalty 2989.667214 = -925088.141643
  nChanged 19
		SP:Iteration 18Q (3878.310000 sec): 3 clusters
  Score: Raw -928080.997247 + Penalty 2989.667214 = -925091.330033
  nChanged 16
		SP:Iteration 19Q (3878.330000 sec): 3 clusters
  Score: Raw -928082.891970 + Penalty 2989.667214 = -925093.224756
  nChanged 13
		SP:Iteration 20F (3878.360000 sec): 3 clusters
  Score: Raw -928084.374532 + Penalty 2989.667214 = -925094.707318
  nChanged 17
		SP:Iteration 21Q (3878.390000 sec): 3 clusters
  Score: Raw -928086.525893 + Penalty 2989.667214 = -925096.858680
  nChanged 7
		SP:Iteration 22Q (3878.410000 sec): 3 clusters
  Score: Raw -928087.554065 + Penalty 2989.667214 = -925097.886851
  nChanged 7
		SP:Iteration 23Q (3878.430000 sec): 3 clusters
  Score: Raw -928088.205377 + Penalty 2989.667214 = -925098.538163
  nChanged 3
		SP:Iteration 24Q (3878.460000 sec): 3 clusters
  Score: Raw -928088.368132 + Penalty 2989.667214 = -925098.700919
  nChanged 5
		SP:Iteration 25Q (3878.480000 sec): 3 clusters
  Score: Raw -928089.133461 + Penalty 2989.667214 = -925099.466247
  nChanged 2
		SP:Iteration 26Q (3878.500000 sec): 3 clusters
  Score: Raw -928089.265518 + Penalty 2989.667214 = -925099.598304
  nChanged 2
		SP:Iteration 27Q (3878.530000 sec): 3 clusters
  Score: Raw -928089.393297 + Penalty 2989.667214 = -925099.726083
  nChanged 0
		SP:Iteration 28F (3878.550000 sec): 3 clusters
  Score: Raw -928089.393297 + Penalty 2989.667214 = -925099.726083
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 64 (4812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3878.570000 sec): 2 clusters
  Score: Raw -487421.463157 + Penalty 1377.816063 = -486043.647095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3878.580000 sec): 3 clusters
  Score: Raw -484906.791265 + Penalty 2755.632125 = -482151.159140
  nChanged 1937
		SP:Iteration 1F (3878.590000 sec): 3 clusters
  Score: Raw -485929.035899 + Penalty 2755.632125 = -483173.403774
  nChanged 341
		SP:Iteration 2F (3878.610000 sec): 3 clusters
  Score: Raw -486103.761104 + Penalty 2755.632125 = -483348.128979
  nChanged 255
		SP:Iteration 3F (3878.620000 sec): 3 clusters
  Score: Raw -486217.458108 + Penalty 2755.632125 = -483461.825983
  nChanged 200
		SP:Iteration 4Q (3878.630000 sec): 3 clusters
  Score: Raw -486310.926741 + Penalty 2755.632125 = -483555.294616
  nChanged 166
		SP:Iteration 5Q (3878.640000 sec): 3 clusters
  Score: Raw -486379.795285 + Penalty 2755.632125 = -483624.163160
  nChanged 135
		SP:Iteration 6Q (3878.650000 sec): 3 clusters
  Score: Raw -486433.257772 + Penalty 2755.632125 = -483677.625647
  nChanged 120
		SP:Iteration 7Q (3878.670000 sec): 3 clusters
  Score: Raw -486480.263049 + Penalty 2755.632125 = -483724.630924
  nChanged 129
		SP:Iteration 8Q (3878.680000 sec): 3 clusters
  Score: Raw -486541.996638 + Penalty 2755.632125 = -483786.364513
  nChanged 142
		SP:Iteration 9Q (3878.690000 sec): 3 clusters
  Score: Raw -486612.214506 + Penalty 2755.632125 = -483856.582381
  nChanged 140
		SP:Iteration 10Q (3878.700000 sec): 3 clusters
  Score: Raw -486686.360636 + Penalty 2755.632125 = -483930.728511
  nChanged 172
		SP:Iteration 11Q (3878.710000 sec): 3 clusters
  Score: Raw -486777.819177 + Penalty 2755.632125 = -484022.187052
  nChanged 152
		SP:Iteration 12Q (3878.730000 sec): 3 clusters
  Score: Raw -486871.349526 + Penalty 2755.632125 = -484115.717401
  nChanged 155
		SP:Iteration 13Q (3878.740000 sec): 3 clusters
  Score: Raw -486970.805976 + Penalty 2755.632125 = -484215.173851
  nChanged 132
		SP:Iteration 14Q (3878.750000 sec): 3 clusters
  Score: Raw -487057.759615 + Penalty 2755.632125 = -484302.127490
  nChanged 137
		SP:Iteration 15Q (3878.760000 sec): 3 clusters
  Score: Raw -487151.367384 + Penalty 2755.632125 = -484395.735259
  nChanged 121
		SP:Iteration 16Q (3878.770000 sec): 3 clusters
  Score: Raw -487241.746633 + Penalty 2755.632125 = -484486.114508
  nChanged 97
		SP:Iteration 17Q (3878.780000 sec): 3 clusters
  Score: Raw -487314.318684 + Penalty 2755.632125 = -484558.686559
  nChanged 80
		SP:Iteration 18Q (3878.790000 sec): 3 clusters
  Score: Raw -487385.519068 + Penalty 2755.632125 = -484629.886943
  nChanged 63
		SP:Iteration 19Q (3878.810000 sec): 3 clusters
  Score: Raw -487442.921560 + Penalty 2755.632125 = -484687.289435
  nChanged 37
		SP:Iteration 20F (3878.820000 sec): 3 clusters
  Score: Raw -487473.845437 + Penalty 2755.632125 = -484718.213312
  nChanged 26
		SP:Iteration 21Q (3878.830000 sec): 3 clusters
  Score: Raw -487491.929088 + Penalty 2755.632125 = -484736.296963
  nChanged 22
		SP:Iteration 22Q (3878.840000 sec): 3 clusters
  Score: Raw -487510.274993 + Penalty 2755.632125 = -484754.642867
  nChanged 15
		SP:Iteration 23Q (3878.850000 sec): 3 clusters
  Score: Raw -487521.739021 + Penalty 2755.632125 = -484766.106896
  nChanged 13
		SP:Iteration 24Q (3878.860000 sec): 3 clusters
  Score: Raw -487534.908964 + Penalty 2755.632125 = -484779.276838
  nChanged 10
		SP:Iteration 25Q (3878.870000 sec): 3 clusters
  Score: Raw -487543.656332 + Penalty 2755.632125 = -484788.024207
  nChanged 9
		SP:Iteration 26Q (3878.880000 sec): 3 clusters
  Score: Raw -487552.358097 + Penalty 2755.632125 = -484796.725972
  nChanged 6
		SP:Iteration 27Q (3878.890000 sec): 3 clusters
  Score: Raw -487557.781690 + Penalty 2755.632125 = -484802.149565
  nChanged 6
		SP:Iteration 28Q (3878.900000 sec): 3 clusters
  Score: Raw -487561.787149 + Penalty 2755.632125 = -484806.155024
  nChanged 8
		SP:Iteration 29Q (3878.910000 sec): 3 clusters
  Score: Raw -487567.397749 + Penalty 2755.632125 = -484811.765624
  nChanged 5
		SP:Iteration 30Q (3878.920000 sec): 3 clusters
  Score: Raw -487572.531751 + Penalty 2755.632125 = -484816.899626
  nChanged 6
		SP:Iteration 31Q (3878.930000 sec): 3 clusters
  Score: Raw -487577.704082 + Penalty 2755.632125 = -484822.071957
  nChanged 8
		SP:Iteration 32Q (3878.940000 sec): 3 clusters
  Score: Raw -487586.363739 + Penalty 2755.632125 = -484830.731614
  nChanged 4
		SP:Iteration 33Q (3878.950000 sec): 3 clusters
  Score: Raw -487588.637448 + Penalty 2755.632125 = -484833.005323
  nChanged 0
		SP:Iteration 34F (3878.960000 sec): 3 clusters
  Score: Raw -487588.637448 + Penalty 2755.632125 = -484833.005323
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 65 (24563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3879.040000 sec): 2 clusters
  Score: Raw -2419760.602366 + Penalty 1642.711935 = -2418117.890431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3879.110000 sec): 3 clusters
  Score: Raw -2404789.845007 + Penalty 3285.423871 = -2401504.421136
  nChanged 11152
		SP:Iteration 1F (3879.170000 sec): 3 clusters
  Score: Raw -2411021.291783 + Penalty 3285.423871 = -2407735.867913
  nChanged 1282
		SP:Iteration 2F (3879.230000 sec): 3 clusters
  Score: Raw -2411549.207576 + Penalty 3285.423871 = -2408263.783705
  nChanged 1381
		SP:Iteration 3F (3879.290000 sec): 3 clusters
  Score: Raw -2412208.947831 + Penalty 3285.423871 = -2408923.523960
  nChanged 1567
		SP:Iteration 4F (3879.360000 sec): 3 clusters
  Score: Raw -2413113.687827 + Penalty 3285.423871 = -2409828.263957
  nChanged 1735
		SP:Iteration 5F (3879.420000 sec): 3 clusters
  Score: Raw -2414344.213306 + Penalty 3285.423871 = -2411058.789435
  nChanged 1803
		SP:Iteration 6F (3879.490000 sec): 3 clusters
  Score: Raw -2415845.926116 + Penalty 3285.423871 = -2412560.502246
  nChanged 1581
		SP:Iteration 7F (3879.550000 sec): 3 clusters
  Score: Raw -2417221.023725 + Penalty 3285.423871 = -2413935.599854
  nChanged 1212
		SP:Iteration 8Q (3879.610000 sec): 3 clusters
  Score: Raw -2418272.890874 + Penalty 3285.423871 = -2414987.467003
  nChanged 793
		SP:Iteration 9Q (3879.670000 sec): 3 clusters
  Score: Raw -2418966.324617 + Penalty 3285.423871 = -2415680.900747
  nChanged 474
		SP:Iteration 10Q (3879.730000 sec): 3 clusters
  Score: Raw -2419363.154171 + Penalty 3285.423871 = -2416077.730300
  nChanged 272
		SP:Iteration 11Q (3879.790000 sec): 3 clusters
  Score: Raw -2419589.172513 + Penalty 3285.423871 = -2416303.748643
  nChanged 162
		SP:Iteration 12Q (3879.840000 sec): 3 clusters
  Score: Raw -2419715.031170 + Penalty 3285.423871 = -2416429.607299
  nChanged 96
		SP:Iteration 13Q (3879.890000 sec): 3 clusters
  Score: Raw -2419798.052937 + Penalty 3285.423871 = -2416512.629067
  nChanged 58
		SP:Iteration 14Q (3879.930000 sec): 3 clusters
  Score: Raw -2419851.043924 + Penalty 3285.423871 = -2416565.620054
  nChanged 33
		SP:Iteration 15Q (3879.980000 sec): 3 clusters
  Score: Raw -2419882.583594 + Penalty 3285.423871 = -2416597.159724
  nChanged 26
		SP:Iteration 16Q (3880.030000 sec): 3 clusters
  Score: Raw -2419898.444234 + Penalty 3285.423871 = -2416613.020364
  nChanged 13
		SP:Iteration 17Q (3880.070000 sec): 3 clusters
  Score: Raw -2419907.886134 + Penalty 3285.423871 = -2416622.462263
  nChanged 11
		SP:Iteration 18Q (3880.120000 sec): 3 clusters
  Score: Raw -2419919.829408 + Penalty 3285.423871 = -2416634.405537
  nChanged 11
		SP:Iteration 19Q (3880.160000 sec): 3 clusters
  Score: Raw -2419934.500618 + Penalty 3285.423871 = -2416649.076748
  nChanged 10
		SP:Iteration 20F (3880.230000 sec): 3 clusters
  Score: Raw -2419945.172525 + Penalty 3285.423871 = -2416659.748654
  nChanged 8
		SP:Iteration 21Q (3880.270000 sec): 3 clusters
  Score: Raw -2419951.756487 + Penalty 3285.423871 = -2416666.332616
  nChanged 7
		SP:Iteration 22Q (3880.320000 sec): 3 clusters
  Score: Raw -2419958.791743 + Penalty 3285.423871 = -2416673.367873
  nChanged 4
		SP:Iteration 23Q (3880.360000 sec): 3 clusters
  Score: Raw -2419962.461156 + Penalty 3285.423871 = -2416677.037286
  nChanged 3
		SP:Iteration 24Q (3880.410000 sec): 3 clusters
  Score: Raw -2419963.898559 + Penalty 3285.423871 = -2416678.474689
  nChanged 1
		SP:Iteration 25Q (3880.450000 sec): 3 clusters
  Score: Raw -2419964.169461 + Penalty 3285.423871 = -2416678.745590
  nChanged 0
		SP:Iteration 26F (3880.510000 sec): 3 clusters
  Score: Raw -2419964.169461 + Penalty 3285.423871 = -2416678.745590
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 66 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3880.530000 sec): 2 clusters
  Score: Raw -202710.765418 + Penalty 1248.627897 = -201462.137522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3880.540000 sec): 3 clusters
  Score: Raw -201724.651811 + Penalty 2497.255794 = -199227.396017
  nChanged 800
		SP:Iteration 1F (3880.550000 sec): 3 clusters
  Score: Raw -202253.814491 + Penalty 2497.255794 = -199756.558698
  nChanged 194
		SP:Iteration 2F (3880.550000 sec): 3 clusters
  Score: Raw -202415.818160 + Penalty 2497.255794 = -199918.562367
  nChanged 127
		SP:Iteration 3F (3880.560000 sec): 3 clusters
  Score: Raw -202516.920770 + Penalty 2497.255794 = -200019.664976
  nChanged 97
		SP:Iteration 4Q (3880.560000 sec): 3 clusters
  Score: Raw -202603.934920 + Penalty 2497.255794 = -200106.679126
  nChanged 103
		SP:Iteration 5Q (3880.570000 sec): 3 clusters
  Score: Raw -202688.042229 + Penalty 2497.255794 = -200190.786435
  nChanged 95
		SP:Iteration 6Q (3880.570000 sec): 3 clusters
  Score: Raw -202765.927928 + Penalty 2497.255794 = -200268.672134
  nChanged 92
		SP:Iteration 7Q (3880.580000 sec): 3 clusters
  Score: Raw -202845.154657 + Penalty 2497.255794 = -200347.898863
  nChanged 95
		SP:Iteration 8Q (3880.580000 sec): 3 clusters
  Score: Raw -202937.783093 + Penalty 2497.255794 = -200440.527300
  nChanged 96
		SP:Iteration 9Q (3880.590000 sec): 3 clusters
  Score: Raw -203066.242503 + Penalty 2497.255794 = -200568.986709
  nChanged 86
		SP:Iteration 10Q (3880.590000 sec): 3 clusters
  Score: Raw -203199.149141 + Penalty 2497.255794 = -200701.893348
  nChanged 81
		SP:Iteration 11Q (3880.600000 sec): 3 clusters
  Score: Raw -203308.528757 + Penalty 2497.255794 = -200811.272963
  nChanged 74
		SP:Iteration 12Q (3880.600000 sec): 3 clusters
  Score: Raw -203414.731320 + Penalty 2497.255794 = -200917.475526
  nChanged 56
		SP:Iteration 13Q (3880.610000 sec): 3 clusters
  Score: Raw -203476.114595 + Penalty 2497.255794 = -200978.858801
  nChanged 30
		SP:Iteration 14Q (3880.610000 sec): 3 clusters
  Score: Raw -203506.057588 + Penalty 2497.255794 = -201008.801794
  nChanged 32
		SP:Iteration 15Q (3880.620000 sec): 3 clusters
  Score: Raw -203539.662737 + Penalty 2497.255794 = -201042.406943
  nChanged 22
		SP:Iteration 16Q (3880.620000 sec): 3 clusters
  Score: Raw -203558.478123 + Penalty 2497.255794 = -201061.222330
  nChanged 15
		SP:Iteration 17Q (3880.630000 sec): 3 clusters
  Score: Raw -203568.890025 + Penalty 2497.255794 = -201071.634232
  nChanged 13
		SP:Iteration 18Q (3880.630000 sec): 3 clusters
  Score: Raw -203575.648108 + Penalty 2497.255794 = -201078.392314
  nChanged 4
		SP:Iteration 19Q (3880.640000 sec): 3 clusters
  Score: Raw -203578.560734 + Penalty 2497.255794 = -201081.304941
  nChanged 3
		SP:Iteration 20F (3880.650000 sec): 3 clusters
  Score: Raw -203581.053540 + Penalty 2497.255794 = -201083.797746
  nChanged 4
		SP:Iteration 21Q (3880.650000 sec): 3 clusters
  Score: Raw -203582.852649 + Penalty 2497.255794 = -201085.596855
  nChanged 1
		SP:Iteration 22Q (3880.650000 sec): 3 clusters
  Score: Raw -203583.025292 + Penalty 2497.255794 = -201085.769498
  nChanged 1
		SP:Iteration 23Q (3880.660000 sec): 3 clusters
  Score: Raw -203583.677460 + Penalty 2497.255794 = -201086.421667
  nChanged 1
		SP:Iteration 24Q (3880.660000 sec): 3 clusters
  Score: Raw -203583.830776 + Penalty 2497.255794 = -201086.574982
  nChanged 0
		SP:Iteration 25F (3880.670000 sec): 3 clusters
  Score: Raw -203583.830776 + Penalty 2497.255794 = -201086.574982
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 67 (1624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3880.670000 sec): 2 clusters
  Score: Raw -161947.232861 + Penalty 1201.305222 = -160745.927639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3880.680000 sec): 3 clusters
  Score: Raw -161296.368279 + Penalty 2402.610444 = -158893.757835
  nChanged 555
		SP:Iteration 1F (3880.690000 sec): 3 clusters
  Score: Raw -161660.948093 + Penalty 2402.610444 = -159258.337649
  nChanged 116
		SP:Iteration 2F (3880.690000 sec): 3 clusters
  Score: Raw -161757.323921 + Penalty 2402.610444 = -159354.713477
  nChanged 78
		SP:Iteration 3Q (3880.690000 sec): 3 clusters
  Score: Raw -161831.456371 + Penalty 2402.610444 = -159428.845927
  nChanged 55
		SP:Iteration 4Q (3880.700000 sec): 3 clusters
  Score: Raw -161879.542036 + Penalty 2402.610444 = -159476.931592
  nChanged 38
		SP:Iteration 5Q (3880.700000 sec): 3 clusters
  Score: Raw -161901.865329 + Penalty 2402.610444 = -159499.254885
  nChanged 35
		SP:Iteration 6Q (3880.710000 sec): 3 clusters
  Score: Raw -161920.128122 + Penalty 2402.610444 = -159517.517678
  nChanged 22
		SP:Iteration 7Q (3880.710000 sec): 3 clusters
  Score: Raw -161933.686845 + Penalty 2402.610444 = -159531.076401
  nChanged 13
		SP:Iteration 8Q (3880.710000 sec): 3 clusters
  Score: Raw -161938.640266 + Penalty 2402.610444 = -159536.029822
  nChanged 12
		SP:Iteration 9Q (3880.720000 sec): 3 clusters
  Score: Raw -161944.244633 + Penalty 2402.610444 = -159541.634188
  nChanged 13
		SP:Iteration 10Q (3880.720000 sec): 3 clusters
  Score: Raw -161949.873595 + Penalty 2402.610444 = -159547.263151
  nChanged 4
		SP:Iteration 11Q (3880.730000 sec): 3 clusters
  Score: Raw -161953.529462 + Penalty 2402.610444 = -159550.919018
  nChanged 9
		SP:Iteration 12Q (3880.730000 sec): 3 clusters
  Score: Raw -161959.775420 + Penalty 2402.610444 = -159557.164976
  nChanged 12
		SP:Iteration 13Q (3880.730000 sec): 3 clusters
  Score: Raw -161966.594201 + Penalty 2402.610444 = -159563.983756
  nChanged 11
		SP:Iteration 14Q (3880.740000 sec): 3 clusters
  Score: Raw -161975.850209 + Penalty 2402.610444 = -159573.239765
  nChanged 8
		SP:Iteration 15Q (3880.740000 sec): 3 clusters
  Score: Raw -161980.559188 + Penalty 2402.610444 = -159577.948744
  nChanged 8
		SP:Iteration 16Q (3880.750000 sec): 3 clusters
  Score: Raw -161983.685792 + Penalty 2402.610444 = -159581.075348
  nChanged 7
		SP:Iteration 17Q (3880.750000 sec): 3 clusters
  Score: Raw -161990.520249 + Penalty 2402.610444 = -159587.909805
  nChanged 8
		SP:Iteration 18Q (3880.750000 sec): 3 clusters
  Score: Raw -161996.757480 + Penalty 2402.610444 = -159594.147036
  nChanged 12
		SP:Iteration 19Q (3880.750000 sec): 3 clusters
  Score: Raw -162006.252865 + Penalty 2402.610444 = -159603.642421
  nChanged 13
		SP:Iteration 20F (3880.760000 sec): 3 clusters
  Score: Raw -162015.157839 + Penalty 2402.610444 = -159612.547394
  nChanged 10
		SP:Iteration 21Q (3880.760000 sec): 3 clusters
  Score: Raw -162020.176271 + Penalty 2402.610444 = -159617.565827
  nChanged 3
		SP:Iteration 22Q (3880.770000 sec): 3 clusters
  Score: Raw -162021.595628 + Penalty 2402.610444 = -159618.985184
  nChanged 4
		SP:Iteration 23Q (3880.770000 sec): 3 clusters
  Score: Raw -162022.385815 + Penalty 2402.610444 = -159619.775371
  nChanged 2
		SP:Iteration 24Q (3880.770000 sec): 3 clusters
  Score: Raw -162023.857534 + Penalty 2402.610444 = -159621.247090
  nChanged 1
		SP:Iteration 25Q (3880.780000 sec): 3 clusters
  Score: Raw -162024.180546 + Penalty 2402.610444 = -159621.570102
  nChanged 0
		SP:Iteration 26F (3880.780000 sec): 3 clusters
  Score: Raw -162024.180546 + Penalty 2402.610444 = -159621.570102
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 68 (2145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3880.790000 sec): 2 clusters
  Score: Raw -196993.041385 + Penalty 1246.520410 = -195746.520975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3880.800000 sec): 3 clusters
  Score: Raw -196036.188172 + Penalty 2493.040820 = -193543.147352
  nChanged 790
		SP:Iteration 1F (3880.800000 sec): 3 clusters
  Score: Raw -196556.490431 + Penalty 2493.040820 = -194063.449611
  nChanged 182
		SP:Iteration 2F (3880.810000 sec): 3 clusters
  Score: Raw -196704.947416 + Penalty 2493.040820 = -194211.906596
  nChanged 112
		SP:Iteration 3F (3880.810000 sec): 3 clusters
  Score: Raw -196803.517677 + Penalty 2493.040820 = -194310.476857
  nChanged 87
		SP:Iteration 4Q (3880.820000 sec): 3 clusters
  Score: Raw -196875.635412 + Penalty 2493.040820 = -194382.594592
  nChanged 82
		SP:Iteration 5Q (3880.830000 sec): 3 clusters
  Score: Raw -196978.365371 + Penalty 2493.040820 = -194485.324551
  nChanged 95
		SP:Iteration 6Q (3880.830000 sec): 3 clusters
  Score: Raw -197127.359347 + Penalty 2493.040820 = -194634.318527
  nChanged 108
		SP:Iteration 7F (3880.830000 sec): 3 clusters
  Score: Raw -197252.045390 + Penalty 2493.040820 = -194759.004569
  nChanged 83
		SP:Iteration 8Q (3880.840000 sec): 3 clusters
  Score: Raw -197350.557288 + Penalty 2493.040820 = -194857.516468
  nChanged 84
		SP:Iteration 9Q (3880.850000 sec): 3 clusters
  Score: Raw -197460.324177 + Penalty 2493.040820 = -194967.283356
  nChanged 89
		SP:Iteration 10Q (3880.850000 sec): 3 clusters
  Score: Raw -197555.904484 + Penalty 2493.040820 = -195062.863664
  nChanged 76
		SP:Iteration 11Q (3880.850000 sec): 3 clusters
  Score: Raw -197639.472007 + Penalty 2493.040820 = -195146.431187
  nChanged 49
		SP:Iteration 12Q (3880.860000 sec): 3 clusters
  Score: Raw -197683.334858 + Penalty 2493.040820 = -195190.294038
  nChanged 40
		SP:Iteration 13Q (3880.870000 sec): 3 clusters
  Score: Raw -197716.907319 + Penalty 2493.040820 = -195223.866499
  nChanged 34
		SP:Iteration 14Q (3880.870000 sec): 3 clusters
  Score: Raw -197747.824881 + Penalty 2493.040820 = -195254.784060
  nChanged 26
		SP:Iteration 15Q (3880.870000 sec): 3 clusters
  Score: Raw -197765.206664 + Penalty 2493.040820 = -195272.165844
  nChanged 17
		SP:Iteration 16Q (3880.880000 sec): 3 clusters
  Score: Raw -197772.608947 + Penalty 2493.040820 = -195279.568127
  nChanged 8
		SP:Iteration 17Q (3880.880000 sec): 3 clusters
  Score: Raw -197775.372359 + Penalty 2493.040820 = -195282.331538
  nChanged 3
		SP:Iteration 18Q (3880.890000 sec): 3 clusters
  Score: Raw -197776.415132 + Penalty 2493.040820 = -195283.374312
  nChanged 0
		SP:Iteration 19F (3880.890000 sec): 3 clusters
  Score: Raw -197776.415132 + Penalty 2493.040820 = -195283.374312
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 69 (2288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3880.900000 sec): 2 clusters
  Score: Raw -229289.152804 + Penalty 1257.007920 = -228032.144884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3880.910000 sec): 3 clusters
  Score: Raw -228281.999796 + Penalty 2514.015840 = -225767.983957
  nChanged 846
		SP:Iteration 1F (3880.910000 sec): 3 clusters
  Score: Raw -228780.093145 + Penalty 2514.015840 = -226266.077306
  nChanged 172
		SP:Iteration 2F (3880.920000 sec): 3 clusters
  Score: Raw -228887.052777 + Penalty 2514.015840 = -226373.036937
  nChanged 100
		SP:Iteration 3Q (3880.930000 sec): 3 clusters
  Score: Raw -228947.652489 + Penalty 2514.015840 = -226433.636649
  nChanged 72
		SP:Iteration 4Q (3880.930000 sec): 3 clusters
  Score: Raw -228984.184239 + Penalty 2514.015840 = -226470.168399
  nChanged 42
		SP:Iteration 5Q (3880.940000 sec): 3 clusters
  Score: Raw -229006.808820 + Penalty 2514.015840 = -226492.792980
  nChanged 41
		SP:Iteration 6Q (3880.940000 sec): 3 clusters
  Score: Raw -229028.338421 + Penalty 2514.015840 = -226514.322581
  nChanged 28
		SP:Iteration 7Q (3880.950000 sec): 3 clusters
  Score: Raw -229042.465448 + Penalty 2514.015840 = -226528.449609
  nChanged 23
		SP:Iteration 8Q (3880.950000 sec): 3 clusters
  Score: Raw -229055.196735 + Penalty 2514.015840 = -226541.180895
  nChanged 23
		SP:Iteration 9Q (3880.960000 sec): 3 clusters
  Score: Raw -229069.850886 + Penalty 2514.015840 = -226555.835047
  nChanged 31
		SP:Iteration 10Q (3880.970000 sec): 3 clusters
  Score: Raw -229083.456370 + Penalty 2514.015840 = -226569.440531
  nChanged 26
		SP:Iteration 11Q (3880.970000 sec): 3 clusters
  Score: Raw -229094.824877 + Penalty 2514.015840 = -226580.809037
  nChanged 21
		SP:Iteration 12Q (3880.980000 sec): 3 clusters
  Score: Raw -229106.763076 + Penalty 2514.015840 = -226592.747237
  nChanged 23
		SP:Iteration 13Q (3880.980000 sec): 3 clusters
  Score: Raw -229114.712317 + Penalty 2514.015840 = -226600.696477
  nChanged 17
		SP:Iteration 14Q (3880.990000 sec): 3 clusters
  Score: Raw -229121.921420 + Penalty 2514.015840 = -226607.905581
  nChanged 18
		SP:Iteration 15Q (3880.990000 sec): 3 clusters
  Score: Raw -229129.088245 + Penalty 2514.015840 = -226615.072406
  nChanged 12
		SP:Iteration 16Q (3881.000000 sec): 3 clusters
  Score: Raw -229133.407128 + Penalty 2514.015840 = -226619.391289
  nChanged 14
		SP:Iteration 17Q (3881.010000 sec): 3 clusters
  Score: Raw -229139.582791 + Penalty 2514.015840 = -226625.566951
  nChanged 9
		SP:Iteration 18Q (3881.010000 sec): 3 clusters
  Score: Raw -229143.344884 + Penalty 2514.015840 = -226629.329044
  nChanged 12
		SP:Iteration 19Q (3881.020000 sec): 3 clusters
  Score: Raw -229147.472373 + Penalty 2514.015840 = -226633.456534
  nChanged 12
		SP:Iteration 20F (3881.020000 sec): 3 clusters
  Score: Raw -229152.647509 + Penalty 2514.015840 = -226638.631669
  nChanged 12
		SP:Iteration 21Q (3881.030000 sec): 3 clusters
  Score: Raw -229156.902558 + Penalty 2514.015840 = -226642.886719
  nChanged 9
		SP:Iteration 22Q (3881.030000 sec): 3 clusters
  Score: Raw -229160.278513 + Penalty 2514.015840 = -226646.262673
  nChanged 7
		SP:Iteration 23Q (3881.040000 sec): 3 clusters
  Score: Raw -229163.192325 + Penalty 2514.015840 = -226649.176486
  nChanged 6
		SP:Iteration 24Q (3881.050000 sec): 3 clusters
  Score: Raw -229165.405043 + Penalty 2514.015840 = -226651.389203
  nChanged 10
		SP:Iteration 25Q (3881.050000 sec): 3 clusters
  Score: Raw -229169.102048 + Penalty 2514.015840 = -226655.086208
  nChanged 10
		SP:Iteration 26Q (3881.060000 sec): 3 clusters
  Score: Raw -229172.735903 + Penalty 2514.015840 = -226658.720063
  nChanged 13
		SP:Iteration 27Q (3881.060000 sec): 3 clusters
  Score: Raw -229177.132771 + Penalty 2514.015840 = -226663.116932
  nChanged 17
		SP:Iteration 28Q (3881.070000 sec): 3 clusters
  Score: Raw -229183.755293 + Penalty 2514.015840 = -226669.739454
  nChanged 15
		SP:Iteration 29Q (3881.070000 sec): 3 clusters
  Score: Raw -229189.605812 + Penalty 2514.015840 = -226675.589972
  nChanged 20
		SP:Iteration 30Q (3881.080000 sec): 3 clusters
  Score: Raw -229199.855687 + Penalty 2514.015840 = -226685.839848
  nChanged 18
		SP:Iteration 31Q (3881.090000 sec): 3 clusters
  Score: Raw -229209.639958 + Penalty 2514.015840 = -226695.624118
  nChanged 18
		SP:Iteration 32Q (3881.090000 sec): 3 clusters
  Score: Raw -229220.136973 + Penalty 2514.015840 = -226706.121133
  nChanged 23
		SP:Iteration 33Q (3881.100000 sec): 3 clusters
  Score: Raw -229227.437659 + Penalty 2514.015840 = -226713.421819
  nChanged 19
		SP:Iteration 34Q (3881.100000 sec): 3 clusters
  Score: Raw -229238.208916 + Penalty 2514.015840 = -226724.193076
  nChanged 20
		SP:Iteration 35Q (3881.110000 sec): 3 clusters
  Score: Raw -229250.408505 + Penalty 2514.015840 = -226736.392665
  nChanged 25
		SP:Iteration 36Q (3881.110000 sec): 3 clusters
  Score: Raw -229268.312075 + Penalty 2514.015840 = -226754.296236
  nChanged 28
		SP:Iteration 37Q (3881.120000 sec): 3 clusters
  Score: Raw -229285.428654 + Penalty 2514.015840 = -226771.412815
  nChanged 31
		SP:Iteration 38Q (3881.130000 sec): 3 clusters
  Score: Raw -229304.309622 + Penalty 2514.015840 = -226790.293783
  nChanged 25
		SP:Iteration 39Q (3881.130000 sec): 3 clusters
  Score: Raw -229321.904992 + Penalty 2514.015840 = -226807.889152
  nChanged 27
		SP:Iteration 40F (3881.130000 sec): 3 clusters
  Score: Raw -229334.713782 + Penalty 2514.015840 = -226820.697942
  nChanged 20
		SP:Iteration 41Q (3881.140000 sec): 3 clusters
  Score: Raw -229346.627349 + Penalty 2514.015840 = -226832.611510
  nChanged 23
		SP:Iteration 42Q (3881.150000 sec): 3 clusters
  Score: Raw -229360.524985 + Penalty 2514.015840 = -226846.509145
  nChanged 19
		SP:Iteration 43Q (3881.150000 sec): 3 clusters
  Score: Raw -229370.759805 + Penalty 2514.015840 = -226856.743965
  nChanged 20
		SP:Iteration 44Q (3881.160000 sec): 3 clusters
  Score: Raw -229380.690813 + Penalty 2514.015840 = -226866.674973
  nChanged 15
		SP:Iteration 45Q (3881.160000 sec): 3 clusters
  Score: Raw -229389.717306 + Penalty 2514.015840 = -226875.701466
  nChanged 12
		SP:Iteration 46Q (3881.170000 sec): 3 clusters
  Score: Raw -229403.629410 + Penalty 2514.015840 = -226889.613571
  nChanged 15
		SP:Iteration 47Q (3881.170000 sec): 3 clusters
  Score: Raw -229417.976989 + Penalty 2514.015840 = -226903.961149
  nChanged 18
		SP:Iteration 48Q (3881.180000 sec): 3 clusters
  Score: Raw -229432.209907 + Penalty 2514.015840 = -226918.194068
  nChanged 20
		SP:Iteration 49Q (3881.190000 sec): 3 clusters
  Score: Raw -229449.121638 + Penalty 2514.015840 = -226935.105798
  nChanged 22
		SP:Iteration 50Q (3881.190000 sec): 3 clusters
  Score: Raw -229471.222824 + Penalty 2514.015840 = -226957.206985
  nChanged 18
		SP:Iteration 51Q (3881.200000 sec): 3 clusters
  Score: Raw -229492.573460 + Penalty 2514.015840 = -226978.557621
  nChanged 30
		SP:Iteration 52Q (3881.200000 sec): 3 clusters
  Score: Raw -229526.798712 + Penalty 2514.015840 = -227012.782872
  nChanged 28
		SP:Iteration 53Q (3881.210000 sec): 3 clusters
  Score: Raw -229551.497292 + Penalty 2514.015840 = -227037.481452
  nChanged 26
		SP:Iteration 54Q (3881.210000 sec): 3 clusters
  Score: Raw -229571.554045 + Penalty 2514.015840 = -227057.538206
  nChanged 18
		SP:Iteration 55Q (3881.220000 sec): 3 clusters
  Score: Raw -229588.084056 + Penalty 2514.015840 = -227074.068216
  nChanged 15
		SP:Iteration 56Q (3881.230000 sec): 3 clusters
  Score: Raw -229601.641195 + Penalty 2514.015840 = -227087.625356
  nChanged 12
		SP:Iteration 57Q (3881.230000 sec): 3 clusters
  Score: Raw -229611.126409 + Penalty 2514.015840 = -227097.110569
  nChanged 9
		SP:Iteration 58Q (3881.230000 sec): 3 clusters
  Score: Raw -229620.324614 + Penalty 2514.015840 = -227106.308775
  nChanged 12
		SP:Iteration 59Q (3881.240000 sec): 3 clusters
  Score: Raw -229635.314994 + Penalty 2514.015840 = -227121.299154
  nChanged 9
		SP:Iteration 60F (3881.250000 sec): 3 clusters
  Score: Raw -229644.401674 + Penalty 2514.015840 = -227130.385835
  nChanged 6
		SP:Iteration 61Q (3881.250000 sec): 3 clusters
  Score: Raw -229650.121037 + Penalty 2514.015840 = -227136.105198
  nChanged 5
		SP:Iteration 62Q (3881.260000 sec): 3 clusters
  Score: Raw -229655.898867 + Penalty 2514.015840 = -227141.883027
  nChanged 2
		SP:Iteration 63Q (3881.260000 sec): 3 clusters
  Score: Raw -229657.290031 + Penalty 2514.015840 = -227143.274191
  nChanged 2
		SP:Iteration 64Q (3881.270000 sec): 3 clusters
  Score: Raw -229658.934119 + Penalty 2514.015840 = -227144.918279
  nChanged 0
		SP:Iteration 65F (3881.270000 sec): 3 clusters
  Score: Raw -229658.934119 + Penalty 2514.015840 = -227144.918279
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 70 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3881.280000 sec): 2 clusters
  Score: Raw -29356.334499 + Penalty 932.192998 = -28424.141500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3881.280000 sec): 3 clusters
  Score: Raw -29419.911504 + Penalty 1864.385997 = -27555.525507
  nChanged 62
		SP:Iteration 1F (3881.280000 sec): 3 clusters
  Score: Raw -29579.498593 + Penalty 1864.385997 = -27715.112597
  nChanged 25
		SP:Iteration 2F (3881.280000 sec): 3 clusters
  Score: Raw -29685.528239 + Penalty 1864.385997 = -27821.142243
  nChanged 10
		SP:Iteration 3Q (3881.280000 sec): 3 clusters
  Score: Raw -29720.813751 + Penalty 1864.385997 = -27856.427754
  nChanged 6
		SP:Iteration 4Q (3881.280000 sec): 3 clusters
  Score: Raw -29755.237047 + Penalty 1864.385997 = -27890.851050
  nChanged 6
		SP:Iteration 5Q (3881.280000 sec): 3 clusters
  Score: Raw -29766.457025 + Penalty 1864.385997 = -27902.071028
  nChanged 4
		SP:Iteration 6Q (3881.280000 sec): 3 clusters
  Score: Raw -29775.580671 + Penalty 1864.385997 = -27911.194674
  nChanged 2
		SP:Iteration 7Q (3881.290000 sec): 3 clusters
  Score: Raw -29778.663317 + Penalty 1864.385997 = -27914.277321
  nChanged 0
		SP:Iteration 8F (3881.290000 sec): 3 clusters
  Score: Raw -29778.663317 + Penalty 1864.385997 = -27914.277321
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 71 (1432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3881.290000 sec): 2 clusters
  Score: Raw -147122.286378 + Penalty 1180.859444 = -145941.426934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3881.290000 sec): 3 clusters
  Score: Raw -146597.431564 + Penalty 2361.718888 = -144235.712677
  nChanged 435
		SP:Iteration 1F (3881.300000 sec): 3 clusters
  Score: Raw -146892.725854 + Penalty 2361.718888 = -144531.006966
  nChanged 89
		SP:Iteration 2F (3881.300000 sec): 3 clusters
  Score: Raw -146977.150351 + Penalty 2361.718888 = -144615.431463
  nChanged 57
		SP:Iteration 3Q (3881.310000 sec): 3 clusters
  Score: Raw -147026.383548 + Penalty 2361.718888 = -144664.664660
  nChanged 41
		SP:Iteration 4Q (3881.310000 sec): 3 clusters
  Score: Raw -147062.863064 + Penalty 2361.718888 = -144701.144176
  nChanged 36
		SP:Iteration 5Q (3881.310000 sec): 3 clusters
  Score: Raw -147093.420467 + Penalty 2361.718888 = -144731.701580
  nChanged 38
		SP:Iteration 6Q (3881.320000 sec): 3 clusters
  Score: Raw -147130.260354 + Penalty 2361.718888 = -144768.541466
  nChanged 30
		SP:Iteration 7Q (3881.320000 sec): 3 clusters
  Score: Raw -147154.051189 + Penalty 2361.718888 = -144792.332301
  nChanged 27
		SP:Iteration 8Q (3881.330000 sec): 3 clusters
  Score: Raw -147179.722480 + Penalty 2361.718888 = -144818.003592
  nChanged 34
		SP:Iteration 9Q (3881.330000 sec): 3 clusters
  Score: Raw -147207.779705 + Penalty 2361.718888 = -144846.060817
  nChanged 25
		SP:Iteration 10Q (3881.330000 sec): 3 clusters
  Score: Raw -147220.049035 + Penalty 2361.718888 = -144858.330147
  nChanged 15
		SP:Iteration 11Q (3881.330000 sec): 3 clusters
  Score: Raw -147228.791842 + Penalty 2361.718888 = -144867.072954
  nChanged 15
		SP:Iteration 12Q (3881.340000 sec): 3 clusters
  Score: Raw -147238.683562 + Penalty 2361.718888 = -144876.964675
  nChanged 18
		SP:Iteration 13Q (3881.340000 sec): 3 clusters
  Score: Raw -147252.634390 + Penalty 2361.718888 = -144890.915502
  nChanged 20
		SP:Iteration 14Q (3881.350000 sec): 3 clusters
  Score: Raw -147265.258225 + Penalty 2361.718888 = -144903.539337
  nChanged 11
		SP:Iteration 15Q (3881.350000 sec): 3 clusters
  Score: Raw -147272.926299 + Penalty 2361.718888 = -144911.207411
  nChanged 5
		SP:Iteration 16Q (3881.350000 sec): 3 clusters
  Score: Raw -147276.280059 + Penalty 2361.718888 = -144914.561171
  nChanged 7
		SP:Iteration 17Q (3881.360000 sec): 3 clusters
  Score: Raw -147280.783561 + Penalty 2361.718888 = -144919.064673
  nChanged 3
		SP:Iteration 18Q (3881.360000 sec): 3 clusters
  Score: Raw -147282.944056 + Penalty 2361.718888 = -144921.225169
  nChanged 5
		SP:Iteration 19Q (3881.370000 sec): 3 clusters
  Score: Raw -147286.923976 + Penalty 2361.718888 = -144925.205088
  nChanged 4
		SP:Iteration 20F (3881.370000 sec): 3 clusters
  Score: Raw -147288.294314 + Penalty 2361.718888 = -144926.575426
  nChanged 2
		SP:Iteration 21Q (3881.370000 sec): 3 clusters
  Score: Raw -147288.925464 + Penalty 2361.718888 = -144927.206576
  nChanged 0
		SP:Iteration 22F (3881.370000 sec): 3 clusters
  Score: Raw -147288.925464 + Penalty 2361.718888 = -144927.206576
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 72 (2184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3881.380000 sec): 2 clusters
  Score: Raw -205090.152868 + Penalty 1249.448417 = -203840.704451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3881.390000 sec): 3 clusters
  Score: Raw -204182.744471 + Penalty 2498.896834 = -201683.847637
  nChanged 793
		SP:Iteration 1F (3881.390000 sec): 3 clusters
  Score: Raw -204768.667087 + Penalty 2498.896834 = -202269.770253
  nChanged 209
		SP:Iteration 2F (3881.400000 sec): 3 clusters
  Score: Raw -204988.624069 + Penalty 2498.896834 = -202489.727234
  nChanged 168
		SP:Iteration 3F (3881.410000 sec): 3 clusters
  Score: Raw -205215.417622 + Penalty 2498.896834 = -202716.520787
  nChanged 143
		SP:Iteration 4F (3881.410000 sec): 3 clusters
  Score: Raw -205427.679047 + Penalty 2498.896834 = -202928.782212
  nChanged 130
		SP:Iteration 5F (3881.410000 sec): 3 clusters
  Score: Raw -205616.288864 + Penalty 2498.896834 = -203117.392029
  nChanged 134
		SP:Iteration 6F (3881.420000 sec): 3 clusters
  Score: Raw -205797.052104 + Penalty 2498.896834 = -203298.155270
  nChanged 107
		SP:Iteration 7Q (3881.430000 sec): 3 clusters
  Score: Raw -205951.235084 + Penalty 2498.896834 = -203452.338249
  nChanged 73
		SP:Iteration 8Q (3881.430000 sec): 3 clusters
  Score: Raw -206049.873800 + Penalty 2498.896834 = -203550.976965
  nChanged 45
		SP:Iteration 9Q (3881.440000 sec): 3 clusters
  Score: Raw -206102.922502 + Penalty 2498.896834 = -203604.025668
  nChanged 26
		SP:Iteration 10Q (3881.440000 sec): 3 clusters
  Score: Raw -206128.662364 + Penalty 2498.896834 = -203629.765530
  nChanged 17
		SP:Iteration 11Q (3881.450000 sec): 3 clusters
  Score: Raw -206139.174061 + Penalty 2498.896834 = -203640.277226
  nChanged 5
		SP:Iteration 12Q (3881.450000 sec): 3 clusters
  Score: Raw -206142.220383 + Penalty 2498.896834 = -203643.323548
  nChanged 8
		SP:Iteration 13Q (3881.450000 sec): 3 clusters
  Score: Raw -206145.235933 + Penalty 2498.896834 = -203646.339099
  nChanged 1
		SP:Iteration 14Q (3881.460000 sec): 3 clusters
  Score: Raw -206145.399852 + Penalty 2498.896834 = -203646.503017
  nChanged 1
		SP:Iteration 15Q (3881.460000 sec): 3 clusters
  Score: Raw -206147.054413 + Penalty 2498.896834 = -203648.157579
  nChanged 3
		SP:Iteration 16Q (3881.470000 sec): 3 clusters
  Score: Raw -206148.630921 + Penalty 2498.896834 = -203649.734087
  nChanged 1
		SP:Iteration 17Q (3881.470000 sec): 3 clusters
  Score: Raw -206149.151327 + Penalty 2498.896834 = -203650.254493
  nChanged 1
		SP:Iteration 18Q (3881.480000 sec): 3 clusters
  Score: Raw -206149.316286 + Penalty 2498.896834 = -203650.419452
  nChanged 0
		SP:Iteration 19F (3881.480000 sec): 3 clusters
  Score: Raw -206149.316286 + Penalty 2498.896834 = -203650.419452
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 73 (5823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3881.500000 sec): 2 clusters
  Score: Raw -559956.221237 + Penalty 1408.805267 = -558547.415970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3881.520000 sec): 3 clusters
  Score: Raw -556941.944004 + Penalty 2817.610533 = -554124.333470
  nChanged 2388
		SP:Iteration 1F (3881.530000 sec): 3 clusters
  Score: Raw -558462.302088 + Penalty 2817.610533 = -555644.691555
  nChanged 490
		SP:Iteration 2F (3881.550000 sec): 3 clusters
  Score: Raw -558787.560343 + Penalty 2817.610533 = -555969.949810
  nChanged 378
		SP:Iteration 3F (3881.560000 sec): 3 clusters
  Score: Raw -559036.270410 + Penalty 2817.610533 = -556218.659877
  nChanged 336
		SP:Iteration 4F (3881.570000 sec): 3 clusters
  Score: Raw -559260.194577 + Penalty 2817.610533 = -556442.584043
  nChanged 318
		SP:Iteration 5F (3881.590000 sec): 3 clusters
  Score: Raw -559476.896996 + Penalty 2817.610533 = -556659.286463
  nChanged 302
		SP:Iteration 6F (3881.610000 sec): 3 clusters
  Score: Raw -559668.309127 + Penalty 2817.610533 = -556850.698594
  nChanged 235
		SP:Iteration 7Q (3881.620000 sec): 3 clusters
  Score: Raw -559816.502395 + Penalty 2817.610533 = -556998.891862
  nChanged 195
		SP:Iteration 8Q (3881.630000 sec): 3 clusters
  Score: Raw -559932.541583 + Penalty 2817.610533 = -557114.931050
  nChanged 168
		SP:Iteration 9Q (3881.650000 sec): 3 clusters
  Score: Raw -560037.932287 + Penalty 2817.610533 = -557220.321754
  nChanged 153
		SP:Iteration 10Q (3881.660000 sec): 3 clusters
  Score: Raw -560126.219788 + Penalty 2817.610533 = -557308.609255
  nChanged 130
		SP:Iteration 11Q (3881.670000 sec): 3 clusters
  Score: Raw -560208.605378 + Penalty 2817.610533 = -557390.994845
  nChanged 112
		SP:Iteration 12Q (3881.690000 sec): 3 clusters
  Score: Raw -560286.453280 + Penalty 2817.610533 = -557468.842747
  nChanged 91
		SP:Iteration 13Q (3881.700000 sec): 3 clusters
  Score: Raw -560345.005688 + Penalty 2817.610533 = -557527.395154
  nChanged 87
		SP:Iteration 14Q (3881.720000 sec): 3 clusters
  Score: Raw -560403.050434 + Penalty 2817.610533 = -557585.439901
  nChanged 74
		SP:Iteration 15Q (3881.730000 sec): 3 clusters
  Score: Raw -560454.054692 + Penalty 2817.610533 = -557636.444158
  nChanged 62
		SP:Iteration 16Q (3881.740000 sec): 3 clusters
  Score: Raw -560500.675272 + Penalty 2817.610533 = -557683.064739
  nChanged 59
		SP:Iteration 17Q (3881.750000 sec): 3 clusters
  Score: Raw -560552.068491 + Penalty 2817.610533 = -557734.457958
  nChanged 48
		SP:Iteration 18Q (3881.770000 sec): 3 clusters
  Score: Raw -560590.950366 + Penalty 2817.610533 = -557773.339833
  nChanged 45
		SP:Iteration 19Q (3881.780000 sec): 3 clusters
  Score: Raw -560631.976721 + Penalty 2817.610533 = -557814.366188
  nChanged 36
		SP:Iteration 20F (3881.800000 sec): 3 clusters
  Score: Raw -560666.719438 + Penalty 2817.610533 = -557849.108905
  nChanged 40
		SP:Iteration 21Q (3881.810000 sec): 3 clusters
  Score: Raw -560699.800494 + Penalty 2817.610533 = -557882.189961
  nChanged 36
		SP:Iteration 22Q (3881.820000 sec): 3 clusters
  Score: Raw -560734.421724 + Penalty 2817.610533 = -557916.811191
  nChanged 29
		SP:Iteration 23Q (3881.830000 sec): 3 clusters
  Score: Raw -560761.618129 + Penalty 2817.610533 = -557944.007595
  nChanged 31
		SP:Iteration 24Q (3881.840000 sec): 3 clusters
  Score: Raw -560786.344680 + Penalty 2817.610533 = -557968.734147
  nChanged 26
		SP:Iteration 25Q (3881.850000 sec): 3 clusters
  Score: Raw -560810.555390 + Penalty 2817.610533 = -557992.944857
  nChanged 29
		SP:Iteration 26Q (3881.870000 sec): 3 clusters
  Score: Raw -560833.846553 + Penalty 2817.610533 = -558016.236020
  nChanged 21
		SP:Iteration 27Q (3881.880000 sec): 3 clusters
  Score: Raw -560848.239459 + Penalty 2817.610533 = -558030.628925
  nChanged 21
		SP:Iteration 28Q (3881.890000 sec): 3 clusters
  Score: Raw -560874.068157 + Penalty 2817.610533 = -558056.457624
  nChanged 26
		SP:Iteration 29Q (3881.900000 sec): 3 clusters
  Score: Raw -560901.770720 + Penalty 2817.610533 = -558084.160187
  nChanged 25
		SP:Iteration 30Q (3881.910000 sec): 3 clusters
  Score: Raw -560926.372634 + Penalty 2817.610533 = -558108.762100
  nChanged 19
		SP:Iteration 31Q (3881.920000 sec): 3 clusters
  Score: Raw -560945.620799 + Penalty 2817.610533 = -558128.010266
  nChanged 16
		SP:Iteration 32Q (3881.930000 sec): 3 clusters
  Score: Raw -560959.273070 + Penalty 2817.610533 = -558141.662537
  nChanged 4
		SP:Iteration 33Q (3881.950000 sec): 3 clusters
  Score: Raw -560965.102716 + Penalty 2817.610533 = -558147.492182
  nChanged 8
		SP:Iteration 34Q (3881.950000 sec): 3 clusters
  Score: Raw -560970.207108 + Penalty 2817.610533 = -558152.596575
  nChanged 3
		SP:Iteration 35Q (3881.970000 sec): 3 clusters
  Score: Raw -560971.788257 + Penalty 2817.610533 = -558154.177723
  nChanged 2
		SP:Iteration 36Q (3881.980000 sec): 3 clusters
  Score: Raw -560973.214407 + Penalty 2817.610533 = -558155.603873
  nChanged 1
		SP:Iteration 37Q (3881.990000 sec): 3 clusters
  Score: Raw -560973.601847 + Penalty 2817.610533 = -558155.991314
  nChanged 0
		SP:Iteration 38F (3882.000000 sec): 3 clusters
  Score: Raw -560973.601847 + Penalty 2817.610533 = -558155.991314
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 74 (632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3882.010000 sec): 2 clusters
  Score: Raw -48916.785461 + Penalty 1047.944527 = -47868.840935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3882.010000 sec): 3 clusters
  Score: Raw -48813.153516 + Penalty 2095.889053 = -46717.264463
  nChanged 183
		SP:Iteration 1F (3882.020000 sec): 3 clusters
  Score: Raw -49138.200184 + Penalty 2095.889053 = -47042.311131
  nChanged 59
		SP:Iteration 2F (3882.020000 sec): 3 clusters
  Score: Raw -49325.798868 + Penalty 2095.889053 = -47229.909815
  nChanged 42
		SP:Iteration 3F (3882.020000 sec): 3 clusters
  Score: Raw -49438.003975 + Penalty 2095.889053 = -47342.114922
  nChanged 33
		SP:Iteration 4F (3882.020000 sec): 3 clusters
  Score: Raw -49501.557383 + Penalty 2095.889053 = -47405.668330
  nChanged 24
		SP:Iteration 5Q (3882.020000 sec): 3 clusters
  Score: Raw -49541.799587 + Penalty 2095.889053 = -47445.910534
  nChanged 15
		SP:Iteration 6Q (3882.020000 sec): 3 clusters
  Score: Raw -49573.360850 + Penalty 2095.889053 = -47477.471797
  nChanged 13
		SP:Iteration 7Q (3882.030000 sec): 3 clusters
  Score: Raw -49600.228972 + Penalty 2095.889053 = -47504.339919
  nChanged 14
		SP:Iteration 8Q (3882.030000 sec): 3 clusters
  Score: Raw -49646.472709 + Penalty 2095.889053 = -47550.583656
  nChanged 7
		SP:Iteration 9Q (3882.030000 sec): 3 clusters
  Score: Raw -49658.170745 + Penalty 2095.889053 = -47562.281692
  nChanged 6
		SP:Iteration 10Q (3882.030000 sec): 3 clusters
  Score: Raw -49666.683148 + Penalty 2095.889053 = -47570.794095
  nChanged 3
		SP:Iteration 11Q (3882.030000 sec): 3 clusters
  Score: Raw -49672.122887 + Penalty 2095.889053 = -47576.233833
  nChanged 2
		SP:Iteration 12Q (3882.030000 sec): 3 clusters
  Score: Raw -49674.505760 + Penalty 2095.889053 = -47578.616707
  nChanged 2
		SP:Iteration 13Q (3882.030000 sec): 3 clusters
  Score: Raw -49676.325204 + Penalty 2095.889053 = -47580.436151
  nChanged 2
		SP:Iteration 14Q (3882.030000 sec): 3 clusters
  Score: Raw -49679.803616 + Penalty 2095.889053 = -47583.914563
  nChanged 0
		SP:Iteration 15F (3882.040000 sec): 3 clusters
  Score: Raw -49679.803616 + Penalty 2095.889053 = -47583.914563
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 75 (1827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3882.050000 sec): 2 clusters
  Score: Raw -172792.604278 + Penalty 1220.444965 = -171572.159312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3882.050000 sec): 3 clusters
  Score: Raw -172015.035172 + Penalty 2440.889931 = -169574.145242
  nChanged 647
		SP:Iteration 1F (3882.050000 sec): 3 clusters
  Score: Raw -172410.467857 + Penalty 2440.889931 = -169969.577926
  nChanged 121
		SP:Iteration 2F (3882.060000 sec): 3 clusters
  Score: Raw -172484.452727 + Penalty 2440.889931 = -170043.562796
  nChanged 66
		SP:Iteration 3Q (3882.060000 sec): 3 clusters
  Score: Raw -172525.151131 + Penalty 2440.889931 = -170084.261201
  nChanged 61
		SP:Iteration 4Q (3882.070000 sec): 3 clusters
  Score: Raw -172571.556053 + Penalty 2440.889931 = -170130.666122
  nChanged 64
		SP:Iteration 5Q (3882.070000 sec): 3 clusters
  Score: Raw -172622.929739 + Penalty 2440.889931 = -170182.039808
  nChanged 60
		SP:Iteration 6Q (3882.080000 sec): 3 clusters
  Score: Raw -172666.446834 + Penalty 2440.889931 = -170225.556904
  nChanged 52
		SP:Iteration 7Q (3882.080000 sec): 3 clusters
  Score: Raw -172706.577079 + Penalty 2440.889931 = -170265.687148
  nChanged 49
		SP:Iteration 8Q (3882.090000 sec): 3 clusters
  Score: Raw -172752.457958 + Penalty 2440.889931 = -170311.568027
  nChanged 64
		SP:Iteration 9Q (3882.090000 sec): 3 clusters
  Score: Raw -172801.021275 + Penalty 2440.889931 = -170360.131344
  nChanged 52
		SP:Iteration 10Q (3882.090000 sec): 3 clusters
  Score: Raw -172834.271621 + Penalty 2440.889931 = -170393.381690
  nChanged 30
		SP:Iteration 11Q (3882.100000 sec): 3 clusters
  Score: Raw -172857.058370 + Penalty 2440.889931 = -170416.168439
  nChanged 31
		SP:Iteration 12Q (3882.100000 sec): 3 clusters
  Score: Raw -172883.708977 + Penalty 2440.889931 = -170442.819046
  nChanged 31
		SP:Iteration 13Q (3882.110000 sec): 3 clusters
  Score: Raw -172915.301025 + Penalty 2440.889931 = -170474.411094
  nChanged 42
		SP:Iteration 14Q (3882.110000 sec): 3 clusters
  Score: Raw -172960.311624 + Penalty 2440.889931 = -170519.421693
  nChanged 45
		SP:Iteration 15Q (3882.120000 sec): 3 clusters
  Score: Raw -173010.595832 + Penalty 2440.889931 = -170569.705901
  nChanged 43
		SP:Iteration 16Q (3882.120000 sec): 3 clusters
  Score: Raw -173076.272737 + Penalty 2440.889931 = -170635.382806
  nChanged 62
		SP:Iteration 17Q (3882.130000 sec): 3 clusters
  Score: Raw -173148.137440 + Penalty 2440.889931 = -170707.247509
  nChanged 59
		SP:Iteration 18Q (3882.130000 sec): 3 clusters
  Score: Raw -173223.919623 + Penalty 2440.889931 = -170783.029692
  nChanged 61
		SP:Iteration 19Q (3882.130000 sec): 3 clusters
  Score: Raw -173302.436890 + Penalty 2440.889931 = -170861.546959
  nChanged 57
		SP:Iteration 20F (3882.140000 sec): 3 clusters
  Score: Raw -173390.330791 + Penalty 2440.889931 = -170949.440860
  nChanged 62
		SP:Iteration 21Q (3882.140000 sec): 3 clusters
  Score: Raw -173467.191558 + Penalty 2440.889931 = -171026.301627
  nChanged 46
		SP:Iteration 22Q (3882.150000 sec): 3 clusters
  Score: Raw -173521.225261 + Penalty 2440.889931 = -171080.335330
  nChanged 35
		SP:Iteration 23Q (3882.150000 sec): 3 clusters
  Score: Raw -173561.422714 + Penalty 2440.889931 = -171120.532783
  nChanged 28
		SP:Iteration 24Q (3882.150000 sec): 3 clusters
  Score: Raw -173591.660859 + Penalty 2440.889931 = -171150.770928
  nChanged 23
		SP:Iteration 25Q (3882.160000 sec): 3 clusters
  Score: Raw -173614.119787 + Penalty 2440.889931 = -171173.229856
  nChanged 18
		SP:Iteration 26Q (3882.160000 sec): 3 clusters
  Score: Raw -173626.650836 + Penalty 2440.889931 = -171185.760905
  nChanged 10
		SP:Iteration 27Q (3882.170000 sec): 3 clusters
  Score: Raw -173633.398483 + Penalty 2440.889931 = -171192.508552
  nChanged 8
		SP:Iteration 28Q (3882.170000 sec): 3 clusters
  Score: Raw -173636.245951 + Penalty 2440.889931 = -171195.356020
  nChanged 2
		SP:Iteration 29Q (3882.170000 sec): 3 clusters
  Score: Raw -173636.752262 + Penalty 2440.889931 = -171195.862331
  nChanged 0
		SP:Iteration 30F (3882.180000 sec): 3 clusters
  Score: Raw -173636.752262 + Penalty 2440.889931 = -171195.862331
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 76 (2632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3882.190000 sec): 2 clusters
  Score: Raw -262798.284711 + Penalty 1279.768635 = -261518.516075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3882.190000 sec): 3 clusters
  Score: Raw -261571.960312 + Penalty 2559.537270 = -259012.423042
  nChanged 969
		SP:Iteration 1F (3882.200000 sec): 3 clusters
  Score: Raw -262166.637536 + Penalty 2559.537270 = -259607.100266
  nChanged 221
		SP:Iteration 2F (3882.210000 sec): 3 clusters
  Score: Raw -262409.011027 + Penalty 2559.537270 = -259849.473757
  nChanged 183
		SP:Iteration 3F (3882.210000 sec): 3 clusters
  Score: Raw -262590.275239 + Penalty 2559.537270 = -260030.737969
  nChanged 151
		SP:Iteration 4F (3882.220000 sec): 3 clusters
  Score: Raw -262723.235130 + Penalty 2559.537270 = -260163.697860
  nChanged 121
		SP:Iteration 5Q (3882.230000 sec): 3 clusters
  Score: Raw -262818.871924 + Penalty 2559.537270 = -260259.334654
  nChanged 106
		SP:Iteration 6Q (3882.230000 sec): 3 clusters
  Score: Raw -262900.730109 + Penalty 2559.537270 = -260341.192839
  nChanged 95
		SP:Iteration 7Q (3882.240000 sec): 3 clusters
  Score: Raw -262966.547473 + Penalty 2559.537270 = -260407.010203
  nChanged 78
		SP:Iteration 8Q (3882.250000 sec): 3 clusters
  Score: Raw -263022.024034 + Penalty 2559.537270 = -260462.486764
  nChanged 58
		SP:Iteration 9Q (3882.250000 sec): 3 clusters
  Score: Raw -263065.970612 + Penalty 2559.537270 = -260506.433341
  nChanged 51
		SP:Iteration 10Q (3882.260000 sec): 3 clusters
  Score: Raw -263098.762379 + Penalty 2559.537270 = -260539.225109
  nChanged 38
		SP:Iteration 11Q (3882.260000 sec): 3 clusters
  Score: Raw -263125.009540 + Penalty 2559.537270 = -260565.472270
  nChanged 37
		SP:Iteration 12Q (3882.270000 sec): 3 clusters
  Score: Raw -263148.898378 + Penalty 2559.537270 = -260589.361108
  nChanged 29
		SP:Iteration 13Q (3882.280000 sec): 3 clusters
  Score: Raw -263168.801716 + Penalty 2559.537270 = -260609.264446
  nChanged 33
		SP:Iteration 14Q (3882.280000 sec): 3 clusters
  Score: Raw -263188.210721 + Penalty 2559.537270 = -260628.673450
  nChanged 20
		SP:Iteration 15Q (3882.290000 sec): 3 clusters
  Score: Raw -263199.514428 + Penalty 2559.537270 = -260639.977158
  nChanged 16
		SP:Iteration 16Q (3882.290000 sec): 3 clusters
  Score: Raw -263207.865015 + Penalty 2559.537270 = -260648.327745
  nChanged 18
		SP:Iteration 17Q (3882.300000 sec): 3 clusters
  Score: Raw -263216.578369 + Penalty 2559.537270 = -260657.041099
  nChanged 17
		SP:Iteration 18Q (3882.310000 sec): 3 clusters
  Score: Raw -263230.532622 + Penalty 2559.537270 = -260670.995352
  nChanged 22
		SP:Iteration 19Q (3882.310000 sec): 3 clusters
  Score: Raw -263245.127439 + Penalty 2559.537270 = -260685.590168
  nChanged 18
		SP:Iteration 20F (3882.320000 sec): 3 clusters
  Score: Raw -263254.485723 + Penalty 2559.537270 = -260694.948453
  nChanged 14
		SP:Iteration 21Q (3882.330000 sec): 3 clusters
  Score: Raw -263264.157218 + Penalty 2559.537270 = -260704.619948
  nChanged 15
		SP:Iteration 22Q (3882.330000 sec): 3 clusters
  Score: Raw -263274.302647 + Penalty 2559.537270 = -260714.765377
  nChanged 22
		SP:Iteration 23Q (3882.340000 sec): 3 clusters
  Score: Raw -263291.629385 + Penalty 2559.537270 = -260732.092115
  nChanged 17
		SP:Iteration 24Q (3882.340000 sec): 3 clusters
  Score: Raw -263310.032029 + Penalty 2559.537270 = -260750.494759
  nChanged 20
		SP:Iteration 25Q (3882.350000 sec): 3 clusters
  Score: Raw -263325.057237 + Penalty 2559.537270 = -260765.519967
  nChanged 10
		SP:Iteration 26Q (3882.350000 sec): 3 clusters
  Score: Raw -263335.580184 + Penalty 2559.537270 = -260776.042914
  nChanged 17
		SP:Iteration 27Q (3882.360000 sec): 3 clusters
  Score: Raw -263355.151745 + Penalty 2559.537270 = -260795.614474
  nChanged 15
		SP:Iteration 28Q (3882.370000 sec): 3 clusters
  Score: Raw -263369.722047 + Penalty 2559.537270 = -260810.184777
  nChanged 17
		SP:Iteration 29Q (3882.370000 sec): 3 clusters
  Score: Raw -263383.562741 + Penalty 2559.537270 = -260824.025471
  nChanged 16
		SP:Iteration 30Q (3882.380000 sec): 3 clusters
  Score: Raw -263393.582922 + Penalty 2559.537270 = -260834.045652
  nChanged 11
		SP:Iteration 31Q (3882.380000 sec): 3 clusters
  Score: Raw -263403.308001 + Penalty 2559.537270 = -260843.770731
  nChanged 18
		SP:Iteration 32Q (3882.390000 sec): 3 clusters
  Score: Raw -263420.743157 + Penalty 2559.537270 = -260861.205887
  nChanged 14
		SP:Iteration 33Q (3882.390000 sec): 3 clusters
  Score: Raw -263436.607433 + Penalty 2559.537270 = -260877.070163
  nChanged 14
		SP:Iteration 34Q (3882.400000 sec): 3 clusters
  Score: Raw -263449.180177 + Penalty 2559.537270 = -260889.642907
  nChanged 15
		SP:Iteration 35Q (3882.410000 sec): 3 clusters
  Score: Raw -263459.935713 + Penalty 2559.537270 = -260900.398443
  nChanged 11
		SP:Iteration 36Q (3882.410000 sec): 3 clusters
  Score: Raw -263466.483886 + Penalty 2559.537270 = -260906.946616
  nChanged 4
		SP:Iteration 37Q (3882.410000 sec): 3 clusters
  Score: Raw -263467.863261 + Penalty 2559.537270 = -260908.325991
  nChanged 3
		SP:Iteration 38Q (3882.420000 sec): 3 clusters
  Score: Raw -263469.194533 + Penalty 2559.537270 = -260909.657263
  nChanged 1
		SP:Iteration 39Q (3882.430000 sec): 3 clusters
  Score: Raw -263469.388894 + Penalty 2559.537270 = -260909.851624
  nChanged 0
		SP:Iteration 40F (3882.430000 sec): 3 clusters
  Score: Raw -263469.388894 + Penalty 2559.537270 = -260909.851624
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 77 (1486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3882.440000 sec): 2 clusters
  Score: Raw -137783.531427 + Penalty 1186.874524 = -136596.656903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3882.450000 sec): 3 clusters
  Score: Raw -137243.013048 + Penalty 2373.749048 = -134869.264000
  nChanged 483
		SP:Iteration 1F (3882.450000 sec): 3 clusters
  Score: Raw -137684.731236 + Penalty 2373.749048 = -135310.982187
  nChanged 154
		SP:Iteration 2F (3882.450000 sec): 3 clusters
  Score: Raw -137921.272613 + Penalty 2373.749048 = -135547.523565
  nChanged 104
		SP:Iteration 3F (3882.450000 sec): 3 clusters
  Score: Raw -138056.723198 + Penalty 2373.749048 = -135682.974150
  nChanged 80
		SP:Iteration 4F (3882.460000 sec): 3 clusters
  Score: Raw -138153.498170 + Penalty 2373.749048 = -135779.749121
  nChanged 58
		SP:Iteration 5Q (3882.460000 sec): 3 clusters
  Score: Raw -138214.748865 + Penalty 2373.749048 = -135840.999817
  nChanged 38
		SP:Iteration 6Q (3882.470000 sec): 3 clusters
  Score: Raw -138254.350903 + Penalty 2373.749048 = -135880.601855
  nChanged 23
		SP:Iteration 7Q (3882.470000 sec): 3 clusters
  Score: Raw -138276.322456 + Penalty 2373.749048 = -135902.573408
  nChanged 17
		SP:Iteration 8Q (3882.470000 sec): 3 clusters
  Score: Raw -138294.852413 + Penalty 2373.749048 = -135921.103365
  nChanged 12
		SP:Iteration 9Q (3882.480000 sec): 3 clusters
  Score: Raw -138308.865530 + Penalty 2373.749048 = -135935.116482
  nChanged 12
		SP:Iteration 10Q (3882.480000 sec): 3 clusters
  Score: Raw -138322.147991 + Penalty 2373.749048 = -135948.398943
  nChanged 5
		SP:Iteration 11Q (3882.480000 sec): 3 clusters
  Score: Raw -138327.575706 + Penalty 2373.749048 = -135953.826658
  nChanged 7
		SP:Iteration 12Q (3882.490000 sec): 3 clusters
  Score: Raw -138334.822480 + Penalty 2373.749048 = -135961.073431
  nChanged 12
		SP:Iteration 13Q (3882.490000 sec): 3 clusters
  Score: Raw -138344.871279 + Penalty 2373.749048 = -135971.122231
  nChanged 8
		SP:Iteration 14Q (3882.490000 sec): 3 clusters
  Score: Raw -138350.437371 + Penalty 2373.749048 = -135976.688323
  nChanged 5
		SP:Iteration 15Q (3882.500000 sec): 3 clusters
  Score: Raw -138355.728299 + Penalty 2373.749048 = -135981.979250
  nChanged 7
		SP:Iteration 16Q (3882.500000 sec): 3 clusters
  Score: Raw -138363.163287 + Penalty 2373.749048 = -135989.414239
  nChanged 10
		SP:Iteration 17Q (3882.500000 sec): 3 clusters
  Score: Raw -138372.023394 + Penalty 2373.749048 = -135998.274345
  nChanged 4
		SP:Iteration 18Q (3882.510000 sec): 3 clusters
  Score: Raw -138375.465627 + Penalty 2373.749048 = -136001.716579
  nChanged 3
		SP:Iteration 19Q (3882.510000 sec): 3 clusters
  Score: Raw -138377.152654 + Penalty 2373.749048 = -136003.403606
  nChanged 3
		SP:Iteration 20F (3882.510000 sec): 3 clusters
  Score: Raw -138379.566803 + Penalty 2373.749048 = -136005.817755
  nChanged 2
		SP:Iteration 21Q (3882.520000 sec): 3 clusters
  Score: Raw -138381.302881 + Penalty 2373.749048 = -136007.553833
  nChanged 1
		SP:Iteration 22Q (3882.520000 sec): 3 clusters
  Score: Raw -138382.018236 + Penalty 2373.749048 = -136008.269187
  nChanged 1
		SP:Iteration 23Q (3882.530000 sec): 3 clusters
  Score: Raw -138383.041206 + Penalty 2373.749048 = -136009.292158
  nChanged 0
		SP:Iteration 24F (3882.530000 sec): 3 clusters
  Score: Raw -138383.041206 + Penalty 2373.749048 = -136009.292158
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 78 (1980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3882.540000 sec): 2 clusters
  Score: Raw -186524.266025 + Penalty 1233.513470 = -185290.752555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3882.540000 sec): 3 clusters
  Score: Raw -185740.728127 + Penalty 2467.026940 = -183273.701187
  nChanged 721
		SP:Iteration 1F (3882.550000 sec): 3 clusters
  Score: Raw -186332.380941 + Penalty 2467.026940 = -183865.354001
  nChanged 209
		SP:Iteration 2F (3882.550000 sec): 3 clusters
  Score: Raw -186550.138324 + Penalty 2467.026940 = -184083.111383
  nChanged 115
		SP:Iteration 3F (3882.550000 sec): 3 clusters
  Score: Raw -186686.526549 + Penalty 2467.026940 = -184219.499609
  nChanged 91
		SP:Iteration 4Q (3882.560000 sec): 3 clusters
  Score: Raw -186762.433794 + Penalty 2467.026940 = -184295.406854
  nChanged 63
		SP:Iteration 5Q (3882.570000 sec): 3 clusters
  Score: Raw -186815.307856 + Penalty 2467.026940 = -184348.280915
  nChanged 57
		SP:Iteration 6Q (3882.570000 sec): 3 clusters
  Score: Raw -186853.219250 + Penalty 2467.026940 = -184386.192310
  nChanged 39
		SP:Iteration 7Q (3882.570000 sec): 3 clusters
  Score: Raw -186877.486559 + Penalty 2467.026940 = -184410.459619
  nChanged 28
		SP:Iteration 8Q (3882.580000 sec): 3 clusters
  Score: Raw -186900.982648 + Penalty 2467.026940 = -184433.955708
  nChanged 31
		SP:Iteration 9Q (3882.590000 sec): 3 clusters
  Score: Raw -186934.872083 + Penalty 2467.026940 = -184467.845143
  nChanged 35
		SP:Iteration 10Q (3882.590000 sec): 3 clusters
  Score: Raw -186966.895632 + Penalty 2467.026940 = -184499.868692
  nChanged 32
		SP:Iteration 11Q (3882.590000 sec): 3 clusters
  Score: Raw -186991.626656 + Penalty 2467.026940 = -184524.599716
  nChanged 29
		SP:Iteration 12Q (3882.600000 sec): 3 clusters
  Score: Raw -187016.260889 + Penalty 2467.026940 = -184549.233949
  nChanged 27
		SP:Iteration 13Q (3882.600000 sec): 3 clusters
  Score: Raw -187042.463712 + Penalty 2467.026940 = -184575.436772
  nChanged 25
		SP:Iteration 14Q (3882.610000 sec): 3 clusters
  Score: Raw -187065.503001 + Penalty 2467.026940 = -184598.476061
  nChanged 28
		SP:Iteration 15Q (3882.610000 sec): 3 clusters
  Score: Raw -187092.399047 + Penalty 2467.026940 = -184625.372107
  nChanged 23
		SP:Iteration 16Q (3882.620000 sec): 3 clusters
  Score: Raw -187118.726456 + Penalty 2467.026940 = -184651.699516
  nChanged 28
		SP:Iteration 17Q (3882.620000 sec): 3 clusters
  Score: Raw -187139.944753 + Penalty 2467.026940 = -184672.917813
  nChanged 19
		SP:Iteration 18Q (3882.630000 sec): 3 clusters
  Score: Raw -187162.337745 + Penalty 2467.026940 = -184695.310805
  nChanged 24
		SP:Iteration 19Q (3882.630000 sec): 3 clusters
  Score: Raw -187187.864110 + Penalty 2467.026940 = -184720.837170
  nChanged 19
		SP:Iteration 20F (3882.640000 sec): 3 clusters
  Score: Raw -187213.024996 + Penalty 2467.026940 = -184745.998056
  nChanged 16
		SP:Iteration 21Q (3882.640000 sec): 3 clusters
  Score: Raw -187234.697811 + Penalty 2467.026940 = -184767.670871
  nChanged 20
		SP:Iteration 22Q (3882.650000 sec): 3 clusters
  Score: Raw -187257.073379 + Penalty 2467.026940 = -184790.046439
  nChanged 19
		SP:Iteration 23Q (3882.650000 sec): 3 clusters
  Score: Raw -187271.296703 + Penalty 2467.026940 = -184804.269762
  nChanged 13
		SP:Iteration 24Q (3882.650000 sec): 3 clusters
  Score: Raw -187278.094531 + Penalty 2467.026940 = -184811.067591
  nChanged 9
		SP:Iteration 25Q (3882.660000 sec): 3 clusters
  Score: Raw -187283.995997 + Penalty 2467.026940 = -184816.969057
  nChanged 8
		SP:Iteration 26Q (3882.660000 sec): 3 clusters
  Score: Raw -187289.318006 + Penalty 2467.026940 = -184822.291066
  nChanged 11
		SP:Iteration 27Q (3882.670000 sec): 3 clusters
  Score: Raw -187297.315356 + Penalty 2467.026940 = -184830.288416
  nChanged 9
		SP:Iteration 28Q (3882.670000 sec): 3 clusters
  Score: Raw -187302.902052 + Penalty 2467.026940 = -184835.875112
  nChanged 10
		SP:Iteration 29Q (3882.680000 sec): 3 clusters
  Score: Raw -187311.604676 + Penalty 2467.026940 = -184844.577736
  nChanged 14
		SP:Iteration 30Q (3882.680000 sec): 3 clusters
  Score: Raw -187317.924067 + Penalty 2467.026940 = -184850.897126
  nChanged 6
		SP:Iteration 31Q (3882.690000 sec): 3 clusters
  Score: Raw -187321.235529 + Penalty 2467.026940 = -184854.208589
  nChanged 8
		SP:Iteration 32Q (3882.690000 sec): 3 clusters
  Score: Raw -187324.556733 + Penalty 2467.026940 = -184857.529793
  nChanged 5
		SP:Iteration 33Q (3882.690000 sec): 3 clusters
  Score: Raw -187326.904905 + Penalty 2467.026940 = -184859.877965
  nChanged 6
		SP:Iteration 34Q (3882.700000 sec): 3 clusters
  Score: Raw -187329.584848 + Penalty 2467.026940 = -184862.557908
  nChanged 7
		SP:Iteration 35Q (3882.700000 sec): 3 clusters
  Score: Raw -187332.785007 + Penalty 2467.026940 = -184865.758067
  nChanged 11
		SP:Iteration 36Q (3882.710000 sec): 3 clusters
  Score: Raw -187338.102879 + Penalty 2467.026940 = -184871.075939
  nChanged 11
		SP:Iteration 37Q (3882.710000 sec): 3 clusters
  Score: Raw -187344.975230 + Penalty 2467.026940 = -184877.948290
  nChanged 8
		SP:Iteration 38Q (3882.720000 sec): 3 clusters
  Score: Raw -187348.321180 + Penalty 2467.026940 = -184881.294240
  nChanged 7
		SP:Iteration 39Q (3882.720000 sec): 3 clusters
  Score: Raw -187352.046526 + Penalty 2467.026940 = -184885.019586
  nChanged 4
		SP:Iteration 40F (3882.730000 sec): 3 clusters
  Score: Raw -187353.389500 + Penalty 2467.026940 = -184886.362560
  nChanged 4
		SP:Iteration 41Q (3882.730000 sec): 3 clusters
  Score: Raw -187355.703550 + Penalty 2467.026940 = -184888.676610
  nChanged 5
		SP:Iteration 42Q (3882.730000 sec): 3 clusters
  Score: Raw -187357.309461 + Penalty 2467.026940 = -184890.282520
  nChanged 5
		SP:Iteration 43Q (3882.740000 sec): 3 clusters
  Score: Raw -187361.149314 + Penalty 2467.026940 = -184894.122374
  nChanged 10
		SP:Iteration 44Q (3882.740000 sec): 3 clusters
  Score: Raw -187368.161638 + Penalty 2467.026940 = -184901.134698
  nChanged 10
		SP:Iteration 45Q (3882.750000 sec): 3 clusters
  Score: Raw -187373.524800 + Penalty 2467.026940 = -184906.497860
  nChanged 9
		SP:Iteration 46Q (3882.750000 sec): 3 clusters
  Score: Raw -187377.903035 + Penalty 2467.026940 = -184910.876095
  nChanged 5
		SP:Iteration 47Q (3882.750000 sec): 3 clusters
  Score: Raw -187380.563233 + Penalty 2467.026940 = -184913.536292
  nChanged 7
		SP:Iteration 48Q (3882.760000 sec): 3 clusters
  Score: Raw -187385.082504 + Penalty 2467.026940 = -184918.055564
  nChanged 9
		SP:Iteration 49Q (3882.770000 sec): 3 clusters
  Score: Raw -187391.609680 + Penalty 2467.026940 = -184924.582740
  nChanged 13
		SP:Iteration 50Q (3882.770000 sec): 3 clusters
  Score: Raw -187400.037404 + Penalty 2467.026940 = -184933.010463
  nChanged 8
		SP:Iteration 51Q (3882.770000 sec): 3 clusters
  Score: Raw -187404.485880 + Penalty 2467.026940 = -184937.458940
  nChanged 12
		SP:Iteration 52Q (3882.780000 sec): 3 clusters
  Score: Raw -187410.518570 + Penalty 2467.026940 = -184943.491629
  nChanged 7
		SP:Iteration 53Q (3882.780000 sec): 3 clusters
  Score: Raw -187415.642158 + Penalty 2467.026940 = -184948.615218
  nChanged 7
		SP:Iteration 54Q (3882.790000 sec): 3 clusters
  Score: Raw -187420.516826 + Penalty 2467.026940 = -184953.489886
  nChanged 6
		SP:Iteration 55Q (3882.790000 sec): 3 clusters
  Score: Raw -187425.383427 + Penalty 2467.026940 = -184958.356487
  nChanged 5
		SP:Iteration 56Q (3882.790000 sec): 3 clusters
  Score: Raw -187428.921905 + Penalty 2467.026940 = -184961.894965
  nChanged 6
		SP:Iteration 57Q (3882.800000 sec): 3 clusters
  Score: Raw -187434.187654 + Penalty 2467.026940 = -184967.160714
  nChanged 7
		SP:Iteration 58Q (3882.800000 sec): 3 clusters
  Score: Raw -187440.921752 + Penalty 2467.026940 = -184973.894812
  nChanged 9
		SP:Iteration 59Q (3882.810000 sec): 3 clusters
  Score: Raw -187444.676272 + Penalty 2467.026940 = -184977.649332
  nChanged 5
		SP:Iteration 60F (3882.810000 sec): 3 clusters
  Score: Raw -187445.893055 + Penalty 2467.026940 = -184978.866115
  nChanged 1
		SP:Iteration 61Q (3882.820000 sec): 3 clusters
  Score: Raw -187446.107130 + Penalty 2467.026940 = -184979.080190
  nChanged 0
		SP:Iteration 62F (3882.820000 sec): 3 clusters
  Score: Raw -187446.107130 + Penalty 2467.026940 = -184979.080190
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 79 (2184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3882.830000 sec): 2 clusters
  Score: Raw -210526.694916 + Penalty 1249.448417 = -209277.246499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3882.830000 sec): 3 clusters
  Score: Raw -209566.437250 + Penalty 2498.896834 = -207067.540416
  nChanged 804
		SP:Iteration 1F (3882.840000 sec): 3 clusters
  Score: Raw -210073.806520 + Penalty 2498.896834 = -207574.909686
  nChanged 186
		SP:Iteration 2F (3882.850000 sec): 3 clusters
  Score: Raw -210218.402381 + Penalty 2498.896834 = -207719.505546
  nChanged 110
		SP:Iteration 3F (3882.850000 sec): 3 clusters
  Score: Raw -210298.114472 + Penalty 2498.896834 = -207799.217637
  nChanged 77
		SP:Iteration 4Q (3882.860000 sec): 3 clusters
  Score: Raw -210347.879181 + Penalty 2498.896834 = -207848.982347
  nChanged 63
		SP:Iteration 5Q (3882.860000 sec): 3 clusters
  Score: Raw -210396.108455 + Penalty 2498.896834 = -207897.211621
  nChanged 71
		SP:Iteration 6Q (3882.870000 sec): 3 clusters
  Score: Raw -210442.079241 + Penalty 2498.896834 = -207943.182407
  nChanged 52
		SP:Iteration 7Q (3882.870000 sec): 3 clusters
  Score: Raw -210485.966794 + Penalty 2498.896834 = -207987.069959
  nChanged 57
		SP:Iteration 8Q (3882.880000 sec): 3 clusters
  Score: Raw -210519.576342 + Penalty 2498.896834 = -208020.679507
  nChanged 31
		SP:Iteration 9Q (3882.890000 sec): 3 clusters
  Score: Raw -210539.563864 + Penalty 2498.896834 = -208040.667030
  nChanged 19
		SP:Iteration 10Q (3882.890000 sec): 3 clusters
  Score: Raw -210550.627368 + Penalty 2498.896834 = -208051.730533
  nChanged 24
		SP:Iteration 11Q (3882.890000 sec): 3 clusters
  Score: Raw -210563.521959 + Penalty 2498.896834 = -208064.625124
  nChanged 17
		SP:Iteration 12Q (3882.900000 sec): 3 clusters
  Score: Raw -210569.580270 + Penalty 2498.896834 = -208070.683435
  nChanged 11
		SP:Iteration 13Q (3882.910000 sec): 3 clusters
  Score: Raw -210574.342473 + Penalty 2498.896834 = -208075.445638
  nChanged 12
		SP:Iteration 14Q (3882.910000 sec): 3 clusters
  Score: Raw -210580.457594 + Penalty 2498.896834 = -208081.560760
  nChanged 14
		SP:Iteration 15Q (3882.920000 sec): 3 clusters
  Score: Raw -210588.217441 + Penalty 2498.896834 = -208089.320606
  nChanged 8
		SP:Iteration 16Q (3882.920000 sec): 3 clusters
  Score: Raw -210592.247053 + Penalty 2498.896834 = -208093.350219
  nChanged 12
		SP:Iteration 17Q (3882.930000 sec): 3 clusters
  Score: Raw -210599.757491 + Penalty 2498.896834 = -208100.860657
  nChanged 15
		SP:Iteration 18Q (3882.930000 sec): 3 clusters
  Score: Raw -210605.381504 + Penalty 2498.896834 = -208106.484670
  nChanged 7
		SP:Iteration 19Q (3882.940000 sec): 3 clusters
  Score: Raw -210607.951775 + Penalty 2498.896834 = -208109.054940
  nChanged 9
		SP:Iteration 20F (3882.940000 sec): 3 clusters
  Score: Raw -210611.380461 + Penalty 2498.896834 = -208112.483627
  nChanged 5
		SP:Iteration 21Q (3882.950000 sec): 3 clusters
  Score: Raw -210613.585624 + Penalty 2498.896834 = -208114.688790
  nChanged 6
		SP:Iteration 22Q (3882.950000 sec): 3 clusters
  Score: Raw -210615.588544 + Penalty 2498.896834 = -208116.691709
  nChanged 6
		SP:Iteration 23Q (3882.960000 sec): 3 clusters
  Score: Raw -210617.260869 + Penalty 2498.896834 = -208118.364034
  nChanged 8
		SP:Iteration 24Q (3882.970000 sec): 3 clusters
  Score: Raw -210621.546499 + Penalty 2498.896834 = -208122.649664
  nChanged 9
		SP:Iteration 25Q (3882.970000 sec): 3 clusters
  Score: Raw -210627.330378 + Penalty 2498.896834 = -208128.433544
  nChanged 13
		SP:Iteration 26Q (3882.970000 sec): 3 clusters
  Score: Raw -210634.612098 + Penalty 2498.896834 = -208135.715264
  nChanged 7
		SP:Iteration 27Q (3882.980000 sec): 3 clusters
  Score: Raw -210638.541659 + Penalty 2498.896834 = -208139.644825
  nChanged 12
		SP:Iteration 28Q (3882.990000 sec): 3 clusters
  Score: Raw -210646.210983 + Penalty 2498.896834 = -208147.314148
  nChanged 9
		SP:Iteration 29Q (3882.990000 sec): 3 clusters
  Score: Raw -210653.020250 + Penalty 2498.896834 = -208154.123415
  nChanged 11
		SP:Iteration 30Q (3883.000000 sec): 3 clusters
  Score: Raw -210660.022034 + Penalty 2498.896834 = -208161.125199
  nChanged 10
		SP:Iteration 31Q (3883.000000 sec): 3 clusters
  Score: Raw -210669.129219 + Penalty 2498.896834 = -208170.232384
  nChanged 18
		SP:Iteration 32Q (3883.010000 sec): 3 clusters
  Score: Raw -210683.344024 + Penalty 2498.896834 = -208184.447190
  nChanged 19
		SP:Iteration 33Q (3883.010000 sec): 3 clusters
  Score: Raw -210698.822778 + Penalty 2498.896834 = -208199.925944
  nChanged 27
		SP:Iteration 34Q (3883.010000 sec): 3 clusters
  Score: Raw -210723.492653 + Penalty 2498.896834 = -208224.595819
  nChanged 28
		SP:Iteration 35Q (3883.020000 sec): 3 clusters
  Score: Raw -210745.195437 + Penalty 2498.896834 = -208246.298603
  nChanged 24
		SP:Iteration 36Q (3883.030000 sec): 3 clusters
  Score: Raw -210760.135800 + Penalty 2498.896834 = -208261.238965
  nChanged 16
		SP:Iteration 37Q (3883.030000 sec): 3 clusters
  Score: Raw -210773.718913 + Penalty 2498.896834 = -208274.822079
  nChanged 23
		SP:Iteration 38Q (3883.030000 sec): 3 clusters
  Score: Raw -210791.333349 + Penalty 2498.896834 = -208292.436514
  nChanged 28
		SP:Iteration 39Q (3883.040000 sec): 3 clusters
  Score: Raw -210807.486481 + Penalty 2498.896834 = -208308.589646
  nChanged 24
		SP:Iteration 40F (3883.050000 sec): 3 clusters
  Score: Raw -210819.910298 + Penalty 2498.896834 = -208321.013463
  nChanged 20
		SP:Iteration 41Q (3883.050000 sec): 3 clusters
  Score: Raw -210829.248472 + Penalty 2498.896834 = -208330.351638
  nChanged 15
		SP:Iteration 42Q (3883.060000 sec): 3 clusters
  Score: Raw -210836.697361 + Penalty 2498.896834 = -208337.800526
  nChanged 10
		SP:Iteration 43Q (3883.060000 sec): 3 clusters
  Score: Raw -210844.209585 + Penalty 2498.896834 = -208345.312750
  nChanged 8
		SP:Iteration 44Q (3883.070000 sec): 3 clusters
  Score: Raw -210847.537132 + Penalty 2498.896834 = -208348.640298
  nChanged 4
		SP:Iteration 45Q (3883.070000 sec): 3 clusters
  Score: Raw -210849.890397 + Penalty 2498.896834 = -208350.993562
  nChanged 6
		SP:Iteration 46Q (3883.080000 sec): 3 clusters
  Score: Raw -210852.426849 + Penalty 2498.896834 = -208353.530014
  nChanged 4
		SP:Iteration 47Q (3883.080000 sec): 3 clusters
  Score: Raw -210854.737861 + Penalty 2498.896834 = -208355.841027
  nChanged 5
		SP:Iteration 48Q (3883.090000 sec): 3 clusters
  Score: Raw -210856.883276 + Penalty 2498.896834 = -208357.986442
  nChanged 0
		SP:Iteration 49F (3883.090000 sec): 3 clusters
  Score: Raw -210856.883276 + Penalty 2498.896834 = -208357.986442
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 80 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.110000 sec): 2 clusters
  Score: Raw -266956.569348 + Penalty 1290.691600 = -265665.877748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.110000 sec): 3 clusters
  Score: Raw -265673.091562 + Penalty 2581.383201 = -263091.708361
  nChanged 1054
		SP:Iteration 1F (3883.120000 sec): 3 clusters
  Score: Raw -266313.826617 + Penalty 2581.383201 = -263732.443416
  nChanged 212
		SP:Iteration 2F (3883.130000 sec): 3 clusters
  Score: Raw -266468.471783 + Penalty 2581.383201 = -263887.088582
  nChanged 145
		SP:Iteration 3F (3883.130000 sec): 3 clusters
  Score: Raw -266578.385652 + Penalty 2581.383201 = -263997.002452
  nChanged 139
		SP:Iteration 4Q (3883.140000 sec): 3 clusters
  Score: Raw -266674.098746 + Penalty 2581.383201 = -264092.715546
  nChanged 113
		SP:Iteration 5Q (3883.150000 sec): 3 clusters
  Score: Raw -266755.517382 + Penalty 2581.383201 = -264174.134182
  nChanged 101
		SP:Iteration 6Q (3883.150000 sec): 3 clusters
  Score: Raw -266824.666364 + Penalty 2581.383201 = -264243.283163
  nChanged 87
		SP:Iteration 7Q (3883.160000 sec): 3 clusters
  Score: Raw -266884.270185 + Penalty 2581.383201 = -264302.886985
  nChanged 79
		SP:Iteration 8Q (3883.170000 sec): 3 clusters
  Score: Raw -266933.910211 + Penalty 2581.383201 = -264352.527010
  nChanged 52
		SP:Iteration 9Q (3883.170000 sec): 3 clusters
  Score: Raw -266967.118436 + Penalty 2581.383201 = -264385.735235
  nChanged 51
		SP:Iteration 10Q (3883.180000 sec): 3 clusters
  Score: Raw -266996.632614 + Penalty 2581.383201 = -264415.249413
  nChanged 36
		SP:Iteration 11Q (3883.190000 sec): 3 clusters
  Score: Raw -267014.191470 + Penalty 2581.383201 = -264432.808270
  nChanged 29
		SP:Iteration 12Q (3883.190000 sec): 3 clusters
  Score: Raw -267031.100566 + Penalty 2581.383201 = -264449.717365
  nChanged 28
		SP:Iteration 13Q (3883.200000 sec): 3 clusters
  Score: Raw -267046.441304 + Penalty 2581.383201 = -264465.058103
  nChanged 22
		SP:Iteration 14Q (3883.210000 sec): 3 clusters
  Score: Raw -267057.222207 + Penalty 2581.383201 = -264475.839006
  nChanged 16
		SP:Iteration 15Q (3883.210000 sec): 3 clusters
  Score: Raw -267064.682080 + Penalty 2581.383201 = -264483.298880
  nChanged 14
		SP:Iteration 16Q (3883.220000 sec): 3 clusters
  Score: Raw -267070.916772 + Penalty 2581.383201 = -264489.533571
  nChanged 9
		SP:Iteration 17Q (3883.230000 sec): 3 clusters
  Score: Raw -267074.658077 + Penalty 2581.383201 = -264493.274876
  nChanged 8
		SP:Iteration 18Q (3883.230000 sec): 3 clusters
  Score: Raw -267080.125153 + Penalty 2581.383201 = -264498.741952
  nChanged 7
		SP:Iteration 19Q (3883.240000 sec): 3 clusters
  Score: Raw -267083.568138 + Penalty 2581.383201 = -264502.184937
  nChanged 6
		SP:Iteration 20F (3883.250000 sec): 3 clusters
  Score: Raw -267086.670067 + Penalty 2581.383201 = -264505.286866
  nChanged 4
		SP:Iteration 21Q (3883.250000 sec): 3 clusters
  Score: Raw -267089.393719 + Penalty 2581.383201 = -264508.010518
  nChanged 6
		SP:Iteration 22Q (3883.260000 sec): 3 clusters
  Score: Raw -267092.842001 + Penalty 2581.383201 = -264511.458800
  nChanged 6
		SP:Iteration 23Q (3883.270000 sec): 3 clusters
  Score: Raw -267095.752929 + Penalty 2581.383201 = -264514.369729
  nChanged 5
		SP:Iteration 24Q (3883.270000 sec): 3 clusters
  Score: Raw -267098.911955 + Penalty 2581.383201 = -264517.528755
  nChanged 5
		SP:Iteration 25Q (3883.280000 sec): 3 clusters
  Score: Raw -267101.585374 + Penalty 2581.383201 = -264520.202174
  nChanged 4
		SP:Iteration 26Q (3883.290000 sec): 3 clusters
  Score: Raw -267103.312839 + Penalty 2581.383201 = -264521.929639
  nChanged 2
		SP:Iteration 27Q (3883.290000 sec): 3 clusters
  Score: Raw -267104.095832 + Penalty 2581.383201 = -264522.712631
  nChanged 3
		SP:Iteration 28Q (3883.300000 sec): 3 clusters
  Score: Raw -267105.020631 + Penalty 2581.383201 = -264523.637431
  nChanged 2
		SP:Iteration 29Q (3883.310000 sec): 3 clusters
  Score: Raw -267105.475936 + Penalty 2581.383201 = -264524.092735
  nChanged 0
		SP:Iteration 30F (3883.320000 sec): 3 clusters
  Score: Raw -267105.475936 + Penalty 2581.383201 = -264524.092735
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 81 (1597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.330000 sec): 2 clusters
  Score: Raw -143220.851938 + Penalty 1198.580849 = -142022.271089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.330000 sec): 3 clusters
  Score: Raw -142605.437482 + Penalty 2397.161698 = -140208.275783
  nChanged 550
		SP:Iteration 1F (3883.330000 sec): 3 clusters
  Score: Raw -143042.965660 + Penalty 2397.161698 = -140645.803962
  nChanged 137
		SP:Iteration 2F (3883.340000 sec): 3 clusters
  Score: Raw -143184.334431 + Penalty 2397.161698 = -140787.172732
  nChanged 95
		SP:Iteration 3F (3883.340000 sec): 3 clusters
  Score: Raw -143278.210404 + Penalty 2397.161698 = -140881.048706
  nChanged 62
		SP:Iteration 4Q (3883.350000 sec): 3 clusters
  Score: Raw -143339.517176 + Penalty 2397.161698 = -140942.355478
  nChanged 51
		SP:Iteration 5Q (3883.350000 sec): 3 clusters
  Score: Raw -143390.689051 + Penalty 2397.161698 = -140993.527353
  nChanged 48
		SP:Iteration 6Q (3883.350000 sec): 3 clusters
  Score: Raw -143431.071199 + Penalty 2397.161698 = -141033.909501
  nChanged 40
		SP:Iteration 7Q (3883.350000 sec): 3 clusters
  Score: Raw -143463.007882 + Penalty 2397.161698 = -141065.846184
  nChanged 39
		SP:Iteration 8Q (3883.360000 sec): 3 clusters
  Score: Raw -143493.776151 + Penalty 2397.161698 = -141096.614453
  nChanged 24
		SP:Iteration 9Q (3883.360000 sec): 3 clusters
  Score: Raw -143516.375029 + Penalty 2397.161698 = -141119.213331
  nChanged 23
		SP:Iteration 10Q (3883.370000 sec): 3 clusters
  Score: Raw -143532.804287 + Penalty 2397.161698 = -141135.642588
  nChanged 9
		SP:Iteration 11Q (3883.370000 sec): 3 clusters
  Score: Raw -143538.640284 + Penalty 2397.161698 = -141141.478586
  nChanged 11
		SP:Iteration 12Q (3883.370000 sec): 3 clusters
  Score: Raw -143545.661718 + Penalty 2397.161698 = -141148.500020
  nChanged 11
		SP:Iteration 13Q (3883.380000 sec): 3 clusters
  Score: Raw -143551.908722 + Penalty 2397.161698 = -141154.747024
  nChanged 7
		SP:Iteration 14Q (3883.380000 sec): 3 clusters
  Score: Raw -143557.633709 + Penalty 2397.161698 = -141160.472011
  nChanged 13
		SP:Iteration 15Q (3883.390000 sec): 3 clusters
  Score: Raw -143568.773558 + Penalty 2397.161698 = -141171.611860
  nChanged 10
		SP:Iteration 16Q (3883.390000 sec): 3 clusters
  Score: Raw -143574.977335 + Penalty 2397.161698 = -141177.815637
  nChanged 9
		SP:Iteration 17Q (3883.390000 sec): 3 clusters
  Score: Raw -143585.751245 + Penalty 2397.161698 = -141188.589547
  nChanged 15
		SP:Iteration 18Q (3883.400000 sec): 3 clusters
  Score: Raw -143594.885517 + Penalty 2397.161698 = -141197.723819
  nChanged 7
		SP:Iteration 19Q (3883.400000 sec): 3 clusters
  Score: Raw -143598.149103 + Penalty 2397.161698 = -141200.987405
  nChanged 2
		SP:Iteration 20F (3883.410000 sec): 3 clusters
  Score: Raw -143598.831839 + Penalty 2397.161698 = -141201.670140
  nChanged 1
		SP:Iteration 21Q (3883.410000 sec): 3 clusters
  Score: Raw -143599.410522 + Penalty 2397.161698 = -141202.248824
  nChanged 0
		SP:Iteration 22F (3883.410000 sec): 3 clusters
  Score: Raw -143599.410522 + Penalty 2397.161698 = -141202.248824
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 82 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.420000 sec): 2 clusters
  Score: Raw -42654.981407 + Penalty 997.029295 = -41657.952113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.420000 sec): 3 clusters
  Score: Raw -42663.695910 + Penalty 1994.058590 = -40669.637321
  nChanged 99
		SP:Iteration 1F (3883.420000 sec): 3 clusters
  Score: Raw -42779.332945 + Penalty 1994.058590 = -40785.274355
  nChanged 27
		SP:Iteration 2F (3883.420000 sec): 3 clusters
  Score: Raw -42825.114055 + Penalty 1994.058590 = -40831.055466
  nChanged 16
		SP:Iteration 3Q (3883.420000 sec): 3 clusters
  Score: Raw -42847.432027 + Penalty 1994.058590 = -40853.373438
  nChanged 8
		SP:Iteration 4Q (3883.420000 sec): 3 clusters
  Score: Raw -42858.350857 + Penalty 1994.058590 = -40864.292267
  nChanged 4
		SP:Iteration 5Q (3883.430000 sec): 3 clusters
  Score: Raw -42868.330570 + Penalty 1994.058590 = -40874.271981
  nChanged 4
		SP:Iteration 6Q (3883.430000 sec): 3 clusters
  Score: Raw -42875.039098 + Penalty 1994.058590 = -40880.980509
  nChanged 2
		SP:Iteration 7Q (3883.430000 sec): 3 clusters
  Score: Raw -42878.993506 + Penalty 1994.058590 = -40884.934917
  nChanged 2
		SP:Iteration 8Q (3883.430000 sec): 3 clusters
  Score: Raw -42884.649995 + Penalty 1994.058590 = -40890.591406
  nChanged 4
		SP:Iteration 9Q (3883.430000 sec): 3 clusters
  Score: Raw -42892.921962 + Penalty 1994.058590 = -40898.863373
  nChanged 6
		SP:Iteration 10Q (3883.430000 sec): 3 clusters
  Score: Raw -42938.952872 + Penalty 1994.058590 = -40944.894283
  nChanged 13
		SP:Iteration 11Q (3883.430000 sec): 3 clusters
  Score: Raw -42966.379494 + Penalty 1994.058590 = -40972.320904
  nChanged 9
		SP:Iteration 12Q (3883.430000 sec): 3 clusters
  Score: Raw -42995.129130 + Penalty 1994.058590 = -41001.070540
  nChanged 14
		SP:Iteration 13Q (3883.430000 sec): 3 clusters
  Score: Raw -43021.162762 + Penalty 1994.058590 = -41027.104172
  nChanged 9
		SP:Iteration 14Q (3883.430000 sec): 3 clusters
  Score: Raw -43043.902834 + Penalty 1994.058590 = -41049.844244
  nChanged 6
		SP:Iteration 15Q (3883.440000 sec): 3 clusters
  Score: Raw -43084.050770 + Penalty 1994.058590 = -41089.992181
  nChanged 10
		SP:Iteration 16Q (3883.440000 sec): 3 clusters
  Score: Raw -43103.786489 + Penalty 1994.058590 = -41109.727900
  nChanged 9
		SP:Iteration 17Q (3883.440000 sec): 3 clusters
  Score: Raw -43122.940406 + Penalty 1994.058590 = -41128.881816
  nChanged 8
		SP:Iteration 18Q (3883.440000 sec): 3 clusters
  Score: Raw -43144.193321 + Penalty 1994.058590 = -41150.134732
  nChanged 7
		SP:Iteration 19Q (3883.440000 sec): 3 clusters
  Score: Raw -43174.459792 + Penalty 1994.058590 = -41180.401202
  nChanged 12
		SP:Iteration 20F (3883.440000 sec): 3 clusters
  Score: Raw -43287.810285 + Penalty 1994.058590 = -41293.751696
  nChanged 18
		SP:Iteration 21Q (3883.440000 sec): 3 clusters
  Score: Raw -43403.366769 + Penalty 1994.058590 = -41409.308180
  nChanged 15
		SP:Iteration 22Q (3883.440000 sec): 3 clusters
  Score: Raw -43447.553465 + Penalty 1994.058590 = -41453.494875
  nChanged 8
		SP:Iteration 23Q (3883.450000 sec): 3 clusters
  Score: Raw -43470.740994 + Penalty 1994.058590 = -41476.682404
  nChanged 4
		SP:Iteration 24Q (3883.450000 sec): 3 clusters
  Score: Raw -43484.783830 + Penalty 1994.058590 = -41490.725241
  nChanged 0
		SP:Iteration 25F (3883.450000 sec): 3 clusters
  Score: Raw -43484.783830 + Penalty 1994.058590 = -41490.725241
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 83 (1609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.450000 sec): 2 clusters
  Score: Raw -151786.854757 + Penalty 1199.797324 = -150587.057433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.460000 sec): 3 clusters
  Score: Raw -151161.197453 + Penalty 2399.594648 = -148761.602805
  nChanged 563
		SP:Iteration 1F (3883.460000 sec): 3 clusters
  Score: Raw -151566.377237 + Penalty 2399.594648 = -149166.782589
  nChanged 120
		SP:Iteration 2F (3883.470000 sec): 3 clusters
  Score: Raw -151680.350410 + Penalty 2399.594648 = -149280.755762
  nChanged 82
		SP:Iteration 3F (3883.470000 sec): 3 clusters
  Score: Raw -151764.162446 + Penalty 2399.594648 = -149364.567798
  nChanged 65
		SP:Iteration 4Q (3883.470000 sec): 3 clusters
  Score: Raw -151831.601242 + Penalty 2399.594648 = -149432.006595
  nChanged 55
		SP:Iteration 5Q (3883.480000 sec): 3 clusters
  Score: Raw -151885.924440 + Penalty 2399.594648 = -149486.329793
  nChanged 34
		SP:Iteration 6Q (3883.480000 sec): 3 clusters
  Score: Raw -151916.249040 + Penalty 2399.594648 = -149516.654392
  nChanged 38
		SP:Iteration 7Q (3883.490000 sec): 3 clusters
  Score: Raw -151955.395454 + Penalty 2399.594648 = -149555.800806
  nChanged 40
		SP:Iteration 8Q (3883.490000 sec): 3 clusters
  Score: Raw -151998.502828 + Penalty 2399.594648 = -149598.908181
  nChanged 39
		SP:Iteration 9Q (3883.490000 sec): 3 clusters
  Score: Raw -152040.584209 + Penalty 2399.594648 = -149640.989561
  nChanged 35
		SP:Iteration 10Q (3883.500000 sec): 3 clusters
  Score: Raw -152065.552496 + Penalty 2399.594648 = -149665.957848
  nChanged 19
		SP:Iteration 11Q (3883.500000 sec): 3 clusters
  Score: Raw -152077.512747 + Penalty 2399.594648 = -149677.918099
  nChanged 15
		SP:Iteration 12Q (3883.510000 sec): 3 clusters
  Score: Raw -152087.978546 + Penalty 2399.594648 = -149688.383898
  nChanged 18
		SP:Iteration 13Q (3883.510000 sec): 3 clusters
  Score: Raw -152098.858962 + Penalty 2399.594648 = -149699.264314
  nChanged 12
		SP:Iteration 14Q (3883.510000 sec): 3 clusters
  Score: Raw -152104.369361 + Penalty 2399.594648 = -149704.774713
  nChanged 12
		SP:Iteration 15Q (3883.520000 sec): 3 clusters
  Score: Raw -152113.757723 + Penalty 2399.594648 = -149714.163075
  nChanged 12
		SP:Iteration 16Q (3883.520000 sec): 3 clusters
  Score: Raw -152121.659686 + Penalty 2399.594648 = -149722.065038
  nChanged 9
		SP:Iteration 17Q (3883.520000 sec): 3 clusters
  Score: Raw -152124.834010 + Penalty 2399.594648 = -149725.239363
  nChanged 2
		SP:Iteration 18Q (3883.530000 sec): 3 clusters
  Score: Raw -152125.256019 + Penalty 2399.594648 = -149725.661371
  nChanged 1
		SP:Iteration 19Q (3883.530000 sec): 3 clusters
  Score: Raw -152125.968740 + Penalty 2399.594648 = -149726.374092
  nChanged 3
		SP:Iteration 20F (3883.530000 sec): 3 clusters
  Score: Raw -152127.641974 + Penalty 2399.594648 = -149728.047326
  nChanged 3
		SP:Iteration 21Q (3883.540000 sec): 3 clusters
  Score: Raw -152129.106179 + Penalty 2399.594648 = -149729.511532
  nChanged 4
		SP:Iteration 22Q (3883.540000 sec): 3 clusters
  Score: Raw -152130.532323 + Penalty 2399.594648 = -149730.937675
  nChanged 2
		SP:Iteration 23Q (3883.550000 sec): 3 clusters
  Score: Raw -152131.014446 + Penalty 2399.594648 = -149731.419798
  nChanged 0
		SP:Iteration 24F (3883.550000 sec): 3 clusters
  Score: Raw -152131.014446 + Penalty 2399.594648 = -149731.419798
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 84 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.560000 sec): 2 clusters
  Score: Raw -192656.981459 + Penalty 1244.231640 = -191412.749819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.560000 sec): 3 clusters
  Score: Raw -191777.201431 + Penalty 2488.463280 = -189288.738151
  nChanged 745
		SP:Iteration 1F (3883.570000 sec): 3 clusters
  Score: Raw -192305.396228 + Penalty 2488.463280 = -189816.932948
  nChanged 190
		SP:Iteration 2F (3883.570000 sec): 3 clusters
  Score: Raw -192484.289903 + Penalty 2488.463280 = -189995.826624
  nChanged 130
		SP:Iteration 3F (3883.580000 sec): 3 clusters
  Score: Raw -192607.710195 + Penalty 2488.463280 = -190119.246916
  nChanged 103
		SP:Iteration 4Q (3883.590000 sec): 3 clusters
  Score: Raw -192695.862093 + Penalty 2488.463280 = -190207.398813
  nChanged 77
		SP:Iteration 5Q (3883.590000 sec): 3 clusters
  Score: Raw -192772.820409 + Penalty 2488.463280 = -190284.357129
  nChanged 72
		SP:Iteration 6Q (3883.590000 sec): 3 clusters
  Score: Raw -192834.572408 + Penalty 2488.463280 = -190346.109128
  nChanged 45
		SP:Iteration 7Q (3883.600000 sec): 3 clusters
  Score: Raw -192871.500755 + Penalty 2488.463280 = -190383.037475
  nChanged 47
		SP:Iteration 8Q (3883.610000 sec): 3 clusters
  Score: Raw -192903.668884 + Penalty 2488.463280 = -190415.205604
  nChanged 44
		SP:Iteration 9Q (3883.610000 sec): 3 clusters
  Score: Raw -192927.980396 + Penalty 2488.463280 = -190439.517116
  nChanged 24
		SP:Iteration 10Q (3883.610000 sec): 3 clusters
  Score: Raw -192945.150751 + Penalty 2488.463280 = -190456.687471
  nChanged 21
		SP:Iteration 11Q (3883.620000 sec): 3 clusters
  Score: Raw -192962.282067 + Penalty 2488.463280 = -190473.818787
  nChanged 23
		SP:Iteration 12Q (3883.630000 sec): 3 clusters
  Score: Raw -192978.222304 + Penalty 2488.463280 = -190489.759024
  nChanged 22
		SP:Iteration 13Q (3883.630000 sec): 3 clusters
  Score: Raw -192994.617505 + Penalty 2488.463280 = -190506.154225
  nChanged 17
		SP:Iteration 14Q (3883.630000 sec): 3 clusters
  Score: Raw -193011.664203 + Penalty 2488.463280 = -190523.200923
  nChanged 18
		SP:Iteration 15Q (3883.640000 sec): 3 clusters
  Score: Raw -193021.180496 + Penalty 2488.463280 = -190532.717216
  nChanged 19
		SP:Iteration 16Q (3883.650000 sec): 3 clusters
  Score: Raw -193029.552769 + Penalty 2488.463280 = -190541.089489
  nChanged 12
		SP:Iteration 17Q (3883.650000 sec): 3 clusters
  Score: Raw -193034.173935 + Penalty 2488.463280 = -190545.710655
  nChanged 14
		SP:Iteration 18Q (3883.650000 sec): 3 clusters
  Score: Raw -193039.682951 + Penalty 2488.463280 = -190551.219671
  nChanged 10
		SP:Iteration 19Q (3883.660000 sec): 3 clusters
  Score: Raw -193044.993233 + Penalty 2488.463280 = -190556.529953
  nChanged 11
		SP:Iteration 20F (3883.670000 sec): 3 clusters
  Score: Raw -193053.518885 + Penalty 2488.463280 = -190565.055605
  nChanged 12
		SP:Iteration 21Q (3883.670000 sec): 3 clusters
  Score: Raw -193059.763645 + Penalty 2488.463280 = -190571.300366
  nChanged 12
		SP:Iteration 22Q (3883.680000 sec): 3 clusters
  Score: Raw -193063.221414 + Penalty 2488.463280 = -190574.758135
  nChanged 3
		SP:Iteration 23Q (3883.680000 sec): 3 clusters
  Score: Raw -193064.590096 + Penalty 2488.463280 = -190576.126816
  nChanged 4
		SP:Iteration 24Q (3883.690000 sec): 3 clusters
  Score: Raw -193065.667364 + Penalty 2488.463280 = -190577.204084
  nChanged 3
		SP:Iteration 25Q (3883.690000 sec): 3 clusters
  Score: Raw -193067.025936 + Penalty 2488.463280 = -190578.562656
  nChanged 2
		SP:Iteration 26Q (3883.700000 sec): 3 clusters
  Score: Raw -193067.603716 + Penalty 2488.463280 = -190579.140436
  nChanged 2
		SP:Iteration 27Q (3883.700000 sec): 3 clusters
  Score: Raw -193068.002308 + Penalty 2488.463280 = -190579.539028
  nChanged 0
		SP:Iteration 28F (3883.710000 sec): 3 clusters
  Score: Raw -193068.002308 + Penalty 2488.463280 = -190579.539028
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 85 (1249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.710000 sec): 2 clusters
  Score: Raw -118625.843847 + Penalty 1158.641008 = -117467.202839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.710000 sec): 3 clusters
  Score: Raw -118150.651619 + Penalty 2317.282016 = -115833.369603
  nChanged 413
		SP:Iteration 1F (3883.720000 sec): 3 clusters
  Score: Raw -118468.963028 + Penalty 2317.282016 = -116151.681012
  nChanged 93
		SP:Iteration 2F (3883.720000 sec): 3 clusters
  Score: Raw -118543.742096 + Penalty 2317.282016 = -116226.460081
  nChanged 43
		SP:Iteration 3Q (3883.730000 sec): 3 clusters
  Score: Raw -118579.003078 + Penalty 2317.282016 = -116261.721062
  nChanged 37
		SP:Iteration 4Q (3883.730000 sec): 3 clusters
  Score: Raw -118605.830321 + Penalty 2317.282016 = -116288.548305
  nChanged 16
		SP:Iteration 5Q (3883.730000 sec): 3 clusters
  Score: Raw -118621.571461 + Penalty 2317.282016 = -116304.289446
  nChanged 14
		SP:Iteration 6Q (3883.730000 sec): 3 clusters
  Score: Raw -118633.534379 + Penalty 2317.282016 = -116316.252363
  nChanged 18
		SP:Iteration 7Q (3883.740000 sec): 3 clusters
  Score: Raw -118649.723837 + Penalty 2317.282016 = -116332.441821
  nChanged 10
		SP:Iteration 8Q (3883.740000 sec): 3 clusters
  Score: Raw -118656.665077 + Penalty 2317.282016 = -116339.383061
  nChanged 6
		SP:Iteration 9Q (3883.740000 sec): 3 clusters
  Score: Raw -118661.239018 + Penalty 2317.282016 = -116343.957002
  nChanged 3
		SP:Iteration 10Q (3883.750000 sec): 3 clusters
  Score: Raw -118662.949353 + Penalty 2317.282016 = -116345.667337
  nChanged 5
		SP:Iteration 11Q (3883.750000 sec): 3 clusters
  Score: Raw -118664.944917 + Penalty 2317.282016 = -116347.662901
  nChanged 4
		SP:Iteration 12Q (3883.750000 sec): 3 clusters
  Score: Raw -118667.996376 + Penalty 2317.282016 = -116350.714360
  nChanged 4
		SP:Iteration 13Q (3883.750000 sec): 3 clusters
  Score: Raw -118670.243017 + Penalty 2317.282016 = -116352.961001
  nChanged 3
		SP:Iteration 14Q (3883.760000 sec): 3 clusters
  Score: Raw -118671.996913 + Penalty 2317.282016 = -116354.714897
  nChanged 4
		SP:Iteration 15Q (3883.760000 sec): 3 clusters
  Score: Raw -118677.638852 + Penalty 2317.282016 = -116360.356836
  nChanged 5
		SP:Iteration 16Q (3883.770000 sec): 3 clusters
  Score: Raw -118682.023755 + Penalty 2317.282016 = -116364.741739
  nChanged 5
		SP:Iteration 17Q (3883.770000 sec): 3 clusters
  Score: Raw -118686.689326 + Penalty 2317.282016 = -116369.407310
  nChanged 5
		SP:Iteration 18Q (3883.770000 sec): 3 clusters
  Score: Raw -118689.471981 + Penalty 2317.282016 = -116372.189965
  nChanged 4
		SP:Iteration 19Q (3883.770000 sec): 3 clusters
  Score: Raw -118692.528399 + Penalty 2317.282016 = -116375.246383
  nChanged 7
		SP:Iteration 20F (3883.780000 sec): 3 clusters
  Score: Raw -118696.408897 + Penalty 2317.282016 = -116379.126881
  nChanged 4
		SP:Iteration 21Q (3883.780000 sec): 3 clusters
  Score: Raw -118698.393518 + Penalty 2317.282016 = -116381.111502
  nChanged 5
		SP:Iteration 22Q (3883.780000 sec): 3 clusters
  Score: Raw -118700.587635 + Penalty 2317.282016 = -116383.305619
  nChanged 3
		SP:Iteration 23Q (3883.790000 sec): 3 clusters
  Score: Raw -118703.090016 + Penalty 2317.282016 = -116385.808000
  nChanged 1
		SP:Iteration 24Q (3883.790000 sec): 3 clusters
  Score: Raw -118703.992896 + Penalty 2317.282016 = -116386.710880
  nChanged 3
		SP:Iteration 25Q (3883.790000 sec): 3 clusters
  Score: Raw -118706.213260 + Penalty 2317.282016 = -116388.931244
  nChanged 4
		SP:Iteration 26Q (3883.790000 sec): 3 clusters
  Score: Raw -118708.523619 + Penalty 2317.282016 = -116391.241604
  nChanged 4
		SP:Iteration 27Q (3883.800000 sec): 3 clusters
  Score: Raw -118709.708429 + Penalty 2317.282016 = -116392.426413
  nChanged 1
		SP:Iteration 28Q (3883.800000 sec): 3 clusters
  Score: Raw -118710.050953 + Penalty 2317.282016 = -116392.768937
  nChanged 2
		SP:Iteration 29Q (3883.810000 sec): 3 clusters
  Score: Raw -118712.307233 + Penalty 2317.282016 = -116395.025217
  nChanged 4
		SP:Iteration 30Q (3883.810000 sec): 3 clusters
  Score: Raw -118714.776661 + Penalty 2317.282016 = -116397.494645
  nChanged 3
		SP:Iteration 31Q (3883.810000 sec): 3 clusters
  Score: Raw -118715.919783 + Penalty 2317.282016 = -116398.637768
  nChanged 1
		SP:Iteration 32Q (3883.810000 sec): 3 clusters
  Score: Raw -118716.709783 + Penalty 2317.282016 = -116399.427767
  nChanged 2
		SP:Iteration 33Q (3883.820000 sec): 3 clusters
  Score: Raw -118717.390378 + Penalty 2317.282016 = -116400.108362
  nChanged 0
		SP:Iteration 34F (3883.820000 sec): 3 clusters
  Score: Raw -118717.390378 + Penalty 2317.282016 = -116400.108362
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 86 (2522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.830000 sec): 2 clusters
  Score: Raw -247791.493424 + Penalty 1272.831221 = -246518.662202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.840000 sec): 3 clusters
  Score: Raw -246653.729146 + Penalty 2545.662443 = -244108.066703
  nChanged 935
		SP:Iteration 1F (3883.850000 sec): 3 clusters
  Score: Raw -247201.023510 + Penalty 2545.662443 = -244655.361067
  nChanged 191
		SP:Iteration 2F (3883.850000 sec): 3 clusters
  Score: Raw -247310.462962 + Penalty 2545.662443 = -244764.800519
  nChanged 119
		SP:Iteration 3Q (3883.860000 sec): 3 clusters
  Score: Raw -247387.265169 + Penalty 2545.662443 = -244841.602726
  nChanged 96
		SP:Iteration 4Q (3883.860000 sec): 3 clusters
  Score: Raw -247439.467468 + Penalty 2545.662443 = -244893.805025
  nChanged 71
		SP:Iteration 5Q (3883.870000 sec): 3 clusters
  Score: Raw -247479.367502 + Penalty 2545.662443 = -244933.705059
  nChanged 69
		SP:Iteration 6Q (3883.880000 sec): 3 clusters
  Score: Raw -247528.595875 + Penalty 2545.662443 = -244982.933432
  nChanged 74
		SP:Iteration 7Q (3883.880000 sec): 3 clusters
  Score: Raw -247588.686020 + Penalty 2545.662443 = -245043.023577
  nChanged 63
		SP:Iteration 8Q (3883.890000 sec): 3 clusters
  Score: Raw -247635.112648 + Penalty 2545.662443 = -245089.450205
  nChanged 60
		SP:Iteration 9Q (3883.890000 sec): 3 clusters
  Score: Raw -247683.688352 + Penalty 2545.662443 = -245138.025909
  nChanged 48
		SP:Iteration 10Q (3883.900000 sec): 3 clusters
  Score: Raw -247713.163583 + Penalty 2545.662443 = -245167.501140
  nChanged 41
		SP:Iteration 11Q (3883.910000 sec): 3 clusters
  Score: Raw -247740.740538 + Penalty 2545.662443 = -245195.078096
  nChanged 47
		SP:Iteration 12Q (3883.910000 sec): 3 clusters
  Score: Raw -247772.874718 + Penalty 2545.662443 = -245227.212275
  nChanged 44
		SP:Iteration 13Q (3883.920000 sec): 3 clusters
  Score: Raw -247799.784109 + Penalty 2545.662443 = -245254.121667
  nChanged 42
		SP:Iteration 14Q (3883.930000 sec): 3 clusters
  Score: Raw -247827.312136 + Penalty 2545.662443 = -245281.649693
  nChanged 36
		SP:Iteration 15Q (3883.930000 sec): 3 clusters
  Score: Raw -247851.247539 + Penalty 2545.662443 = -245305.585097
  nChanged 33
		SP:Iteration 16Q (3883.940000 sec): 3 clusters
  Score: Raw -247883.164783 + Penalty 2545.662443 = -245337.502340
  nChanged 38
		SP:Iteration 17Q (3883.950000 sec): 3 clusters
  Score: Raw -247917.907527 + Penalty 2545.662443 = -245372.245085
  nChanged 30
		SP:Iteration 18Q (3883.950000 sec): 3 clusters
  Score: Raw -247942.291439 + Penalty 2545.662443 = -245396.628997
  nChanged 21
		SP:Iteration 19Q (3883.960000 sec): 3 clusters
  Score: Raw -247957.458149 + Penalty 2545.662443 = -245411.795706
  nChanged 19
		SP:Iteration 20F (3883.960000 sec): 3 clusters
  Score: Raw -247970.542060 + Penalty 2545.662443 = -245424.879617
  nChanged 17
		SP:Iteration 21Q (3883.970000 sec): 3 clusters
  Score: Raw -247982.497167 + Penalty 2545.662443 = -245436.834724
  nChanged 12
		SP:Iteration 22Q (3883.970000 sec): 3 clusters
  Score: Raw -247991.850124 + Penalty 2545.662443 = -245446.187681
  nChanged 7
		SP:Iteration 23Q (3883.980000 sec): 3 clusters
  Score: Raw -247995.822286 + Penalty 2545.662443 = -245450.159843
  nChanged 4
		SP:Iteration 24Q (3883.990000 sec): 3 clusters
  Score: Raw -247998.162726 + Penalty 2545.662443 = -245452.500283
  nChanged 3
		SP:Iteration 25Q (3883.990000 sec): 3 clusters
  Score: Raw -247999.613727 + Penalty 2545.662443 = -245453.951284
  nChanged 2
		SP:Iteration 26Q (3884.000000 sec): 3 clusters
  Score: Raw -248002.303759 + Penalty 2545.662443 = -245456.641316
  nChanged 5
		SP:Iteration 27Q (3884.010000 sec): 3 clusters
  Score: Raw -248005.353856 + Penalty 2545.662443 = -245459.691413
  nChanged 2
		SP:Iteration 28Q (3884.010000 sec): 3 clusters
  Score: Raw -248006.675576 + Penalty 2545.662443 = -245461.013133
  nChanged 4
		SP:Iteration 29Q (3884.010000 sec): 3 clusters
  Score: Raw -248009.926038 + Penalty 2545.662443 = -245464.263595
  nChanged 3
		SP:Iteration 30Q (3884.020000 sec): 3 clusters
  Score: Raw -248011.755408 + Penalty 2545.662443 = -245466.092965
  nChanged 2
		SP:Iteration 31Q (3884.030000 sec): 3 clusters
  Score: Raw -248013.148673 + Penalty 2545.662443 = -245467.486230
  nChanged 2
		SP:Iteration 32Q (3884.030000 sec): 3 clusters
  Score: Raw -248014.249262 + Penalty 2545.662443 = -245468.586819
  nChanged 2
		SP:Iteration 33Q (3884.040000 sec): 3 clusters
  Score: Raw -248014.856826 + Penalty 2545.662443 = -245469.194383
  nChanged 1
		SP:Iteration 34Q (3884.050000 sec): 3 clusters
  Score: Raw -248015.325109 + Penalty 2545.662443 = -245469.662666
  nChanged 2
		SP:Iteration 35Q (3884.050000 sec): 3 clusters
  Score: Raw -248016.993274 + Penalty 2545.662443 = -245471.330831
  nChanged 3
		SP:Iteration 36Q (3884.050000 sec): 3 clusters
  Score: Raw -248019.380839 + Penalty 2545.662443 = -245473.718396
  nChanged 3
		SP:Iteration 37Q (3884.060000 sec): 3 clusters
  Score: Raw -248022.071258 + Penalty 2545.662443 = -245476.408815
  nChanged 1
		SP:Iteration 38Q (3884.070000 sec): 3 clusters
  Score: Raw -248022.643860 + Penalty 2545.662443 = -245476.981417
  nChanged 2
		SP:Iteration 39Q (3884.070000 sec): 3 clusters
  Score: Raw -248023.445522 + Penalty 2545.662443 = -245477.783079
  nChanged 0
		SP:Iteration 40F (3884.080000 sec): 3 clusters
  Score: Raw -248023.445522 + Penalty 2545.662443 = -245477.783079
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 87 (4361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3884.090000 sec): 2 clusters
  Score: Raw -446015.986203 + Penalty 1361.824209 = -444654.161995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3884.110000 sec): 3 clusters
  Score: Raw -443833.755520 + Penalty 2723.648417 = -441110.107103
  nChanged 1750
		SP:Iteration 1F (3884.110000 sec): 3 clusters
  Score: Raw -444843.970328 + Penalty 2723.648417 = -442120.321911
  nChanged 296
		SP:Iteration 2F (3884.130000 sec): 3 clusters
  Score: Raw -445003.753667 + Penalty 2723.648417 = -442280.105250
  nChanged 184
		SP:Iteration 3Q (3884.140000 sec): 3 clusters
  Score: Raw -445091.370198 + Penalty 2723.648417 = -442367.721781
  nChanged 150
		SP:Iteration 4Q (3884.150000 sec): 3 clusters
  Score: Raw -445155.631982 + Penalty 2723.648417 = -442431.983565
  nChanged 133
		SP:Iteration 5Q (3884.160000 sec): 3 clusters
  Score: Raw -445215.804245 + Penalty 2723.648417 = -442492.155827
  nChanged 119
		SP:Iteration 6Q (3884.170000 sec): 3 clusters
  Score: Raw -445270.993750 + Penalty 2723.648417 = -442547.345333
  nChanged 105
		SP:Iteration 7Q (3884.180000 sec): 3 clusters
  Score: Raw -445314.311879 + Penalty 2723.648417 = -442590.663462
  nChanged 96
		SP:Iteration 8Q (3884.190000 sec): 3 clusters
  Score: Raw -445359.279937 + Penalty 2723.648417 = -442635.631520
  nChanged 107
		SP:Iteration 9Q (3884.200000 sec): 3 clusters
  Score: Raw -445406.200311 + Penalty 2723.648417 = -442682.551894
  nChanged 110
		SP:Iteration 10Q (3884.210000 sec): 3 clusters
  Score: Raw -445459.588834 + Penalty 2723.648417 = -442735.940417
  nChanged 110
		SP:Iteration 11Q (3884.220000 sec): 3 clusters
  Score: Raw -445508.881951 + Penalty 2723.648417 = -442785.233534
  nChanged 113
		SP:Iteration 12Q (3884.230000 sec): 3 clusters
  Score: Raw -445562.657492 + Penalty 2723.648417 = -442839.009075
  nChanged 111
		SP:Iteration 13Q (3884.250000 sec): 3 clusters
  Score: Raw -445615.461249 + Penalty 2723.648417 = -442891.812831
  nChanged 120
		SP:Iteration 14Q (3884.250000 sec): 3 clusters
  Score: Raw -445680.261232 + Penalty 2723.648417 = -442956.612815
  nChanged 113
		SP:Iteration 15Q (3884.270000 sec): 3 clusters
  Score: Raw -445747.850407 + Penalty 2723.648417 = -443024.201990
  nChanged 110
		SP:Iteration 16Q (3884.280000 sec): 3 clusters
  Score: Raw -445815.770707 + Penalty 2723.648417 = -443092.122290
  nChanged 98
		SP:Iteration 17Q (3884.290000 sec): 3 clusters
  Score: Raw -445867.363628 + Penalty 2723.648417 = -443143.715211
  nChanged 72
		SP:Iteration 18Q (3884.300000 sec): 3 clusters
  Score: Raw -445904.815597 + Penalty 2723.648417 = -443181.167180
  nChanged 56
		SP:Iteration 19Q (3884.310000 sec): 3 clusters
  Score: Raw -445933.607789 + Penalty 2723.648417 = -443209.959372
  nChanged 49
		SP:Iteration 20F (3884.320000 sec): 3 clusters
  Score: Raw -445962.342470 + Penalty 2723.648417 = -443238.694052
  nChanged 46
		SP:Iteration 21Q (3884.330000 sec): 3 clusters
  Score: Raw -445991.220018 + Penalty 2723.648417 = -443267.571601
  nChanged 46
		SP:Iteration 22Q (3884.340000 sec): 3 clusters
  Score: Raw -446014.516257 + Penalty 2723.648417 = -443290.867840
  nChanged 34
		SP:Iteration 23Q (3884.350000 sec): 3 clusters
  Score: Raw -446036.250078 + Penalty 2723.648417 = -443312.601661
  nChanged 33
		SP:Iteration 24Q (3884.360000 sec): 3 clusters
  Score: Raw -446059.028123 + Penalty 2723.648417 = -443335.379706
  nChanged 33
		SP:Iteration 25Q (3884.370000 sec): 3 clusters
  Score: Raw -446077.802164 + Penalty 2723.648417 = -443354.153747
  nChanged 26
		SP:Iteration 26Q (3884.380000 sec): 3 clusters
  Score: Raw -446091.890106 + Penalty 2723.648417 = -443368.241689
  nChanged 22
		SP:Iteration 27Q (3884.390000 sec): 3 clusters
  Score: Raw -446107.402295 + Penalty 2723.648417 = -443383.753878
  nChanged 22
		SP:Iteration 28Q (3884.400000 sec): 3 clusters
  Score: Raw -446122.585912 + Penalty 2723.648417 = -443398.937495
  nChanged 22
		SP:Iteration 29Q (3884.410000 sec): 3 clusters
  Score: Raw -446138.261281 + Penalty 2723.648417 = -443414.612864
  nChanged 22
		SP:Iteration 30Q (3884.420000 sec): 3 clusters
  Score: Raw -446155.215352 + Penalty 2723.648417 = -443431.566935
  nChanged 15
		SP:Iteration 31Q (3884.430000 sec): 3 clusters
  Score: Raw -446164.482659 + Penalty 2723.648417 = -443440.834242
  nChanged 8
		SP:Iteration 32Q (3884.440000 sec): 3 clusters
  Score: Raw -446169.278626 + Penalty 2723.648417 = -443445.630209
  nChanged 5
		SP:Iteration 33Q (3884.450000 sec): 3 clusters
  Score: Raw -446170.938255 + Penalty 2723.648417 = -443447.289838
  nChanged 1
		SP:Iteration 34Q (3884.460000 sec): 3 clusters
  Score: Raw -446171.223876 + Penalty 2723.648417 = -443447.575459
  nChanged 1
		SP:Iteration 35Q (3884.470000 sec): 3 clusters
  Score: Raw -446171.655779 + Penalty 2723.648417 = -443448.007362
  nChanged 1
		SP:Iteration 36Q (3884.480000 sec): 3 clusters
  Score: Raw -446172.255950 + Penalty 2723.648417 = -443448.607533
  nChanged 1
		SP:Iteration 37Q (3884.490000 sec): 3 clusters
  Score: Raw -446172.863138 + Penalty 2723.648417 = -443449.214721
  nChanged 1
		SP:Iteration 38Q (3884.490000 sec): 3 clusters
  Score: Raw -446173.602552 + Penalty 2723.648417 = -443449.954135
  nChanged 1
		SP:Iteration 39Q (3884.510000 sec): 3 clusters
  Score: Raw -446174.409977 + Penalty 2723.648417 = -443450.761560
  nChanged 0
		SP:Iteration 40F (3884.510000 sec): 3 clusters
  Score: Raw -446174.409977 + Penalty 2723.648417 = -443450.761560
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 88 (8760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3884.540000 sec): 2 clusters
  Score: Raw -890047.360541 + Penalty 1475.167067 = -888572.193474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3884.560000 sec): 3 clusters
  Score: Raw -885137.288333 + Penalty 2950.334135 = -882186.954199
  nChanged 3791
		SP:Iteration 1F (3884.580000 sec): 3 clusters
  Score: Raw -887172.125706 + Penalty 2950.334135 = -884221.791571
  nChanged 562
		SP:Iteration 2F (3884.610000 sec): 3 clusters
  Score: Raw -887445.799753 + Penalty 2950.334135 = -884495.465618
  nChanged 435
		SP:Iteration 3Q (3884.630000 sec): 3 clusters
  Score: Raw -887645.242688 + Penalty 2950.334135 = -884694.908553
  nChanged 381
		SP:Iteration 4Q (3884.650000 sec): 3 clusters
  Score: Raw -887817.122941 + Penalty 2950.334135 = -884866.788806
  nChanged 368
		SP:Iteration 5Q (3884.670000 sec): 3 clusters
  Score: Raw -887970.355478 + Penalty 2950.334135 = -885020.021343
  nChanged 329
		SP:Iteration 6Q (3884.690000 sec): 3 clusters
  Score: Raw -888104.252433 + Penalty 2950.334135 = -885153.918299
  nChanged 304
		SP:Iteration 7Q (3884.710000 sec): 3 clusters
  Score: Raw -888210.086891 + Penalty 2950.334135 = -885259.752756
  nChanged 243
		SP:Iteration 8Q (3884.730000 sec): 3 clusters
  Score: Raw -888294.647228 + Penalty 2950.334135 = -885344.313093
  nChanged 232
		SP:Iteration 9Q (3884.760000 sec): 3 clusters
  Score: Raw -888372.924373 + Penalty 2950.334135 = -885422.590238
  nChanged 224
		SP:Iteration 10Q (3884.780000 sec): 3 clusters
  Score: Raw -888454.577081 + Penalty 2950.334135 = -885504.242947
  nChanged 215
		SP:Iteration 11Q (3884.800000 sec): 3 clusters
  Score: Raw -888539.834660 + Penalty 2950.334135 = -885589.500525
  nChanged 218
		SP:Iteration 12Q (3884.820000 sec): 3 clusters
  Score: Raw -888630.058483 + Penalty 2950.334135 = -885679.724349
  nChanged 236
		SP:Iteration 13Q (3884.850000 sec): 3 clusters
  Score: Raw -888729.368239 + Penalty 2950.334135 = -885779.034105
  nChanged 219
		SP:Iteration 14Q (3884.870000 sec): 3 clusters
  Score: Raw -888825.725555 + Penalty 2950.334135 = -885875.391421
  nChanged 210
		SP:Iteration 15Q (3884.890000 sec): 3 clusters
  Score: Raw -888911.465160 + Penalty 2950.334135 = -885961.131025
  nChanged 199
		SP:Iteration 16Q (3884.910000 sec): 3 clusters
  Score: Raw -888995.139334 + Penalty 2950.334135 = -886044.805199
  nChanged 204
		SP:Iteration 17Q (3884.930000 sec): 3 clusters
  Score: Raw -889087.176163 + Penalty 2950.334135 = -886136.842028
  nChanged 190
		SP:Iteration 18Q (3884.950000 sec): 3 clusters
  Score: Raw -889168.058076 + Penalty 2950.334135 = -886217.723941
  nChanged 183
		SP:Iteration 19Q (3884.970000 sec): 3 clusters
  Score: Raw -889249.721422 + Penalty 2950.334135 = -886299.387288
  nChanged 163
		SP:Iteration 20F (3885.000000 sec): 3 clusters
  Score: Raw -889325.466140 + Penalty 2950.334135 = -886375.132006
  nChanged 152
		SP:Iteration 21Q (3885.020000 sec): 3 clusters
  Score: Raw -889401.972371 + Penalty 2950.334135 = -886451.638236
  nChanged 155
		SP:Iteration 22Q (3885.040000 sec): 3 clusters
  Score: Raw -889485.216859 + Penalty 2950.334135 = -886534.882724
  nChanged 164
		SP:Iteration 23Q (3885.060000 sec): 3 clusters
  Score: Raw -889567.267466 + Penalty 2950.334135 = -886616.933331
  nChanged 148
		SP:Iteration 24Q (3885.080000 sec): 3 clusters
  Score: Raw -889637.664880 + Penalty 2950.334135 = -886687.330745
  nChanged 127
		SP:Iteration 25Q (3885.100000 sec): 3 clusters
  Score: Raw -889695.263102 + Penalty 2950.334135 = -886744.928968
  nChanged 107
		SP:Iteration 26Q (3885.120000 sec): 3 clusters
  Score: Raw -889757.601402 + Penalty 2950.334135 = -886807.267268
  nChanged 119
		SP:Iteration 27Q (3885.140000 sec): 3 clusters
  Score: Raw -889832.006443 + Penalty 2950.334135 = -886881.672308
  nChanged 111
		SP:Iteration 28Q (3885.160000 sec): 3 clusters
  Score: Raw -889891.511343 + Penalty 2950.334135 = -886941.177208
  nChanged 87
		SP:Iteration 29Q (3885.180000 sec): 3 clusters
  Score: Raw -889932.409414 + Penalty 2950.334135 = -886982.075279
  nChanged 62
		SP:Iteration 30Q (3885.200000 sec): 3 clusters
  Score: Raw -889962.760530 + Penalty 2950.334135 = -887012.426395
  nChanged 63
		SP:Iteration 31Q (3885.220000 sec): 3 clusters
  Score: Raw -889993.372055 + Penalty 2950.334135 = -887043.037921
  nChanged 69
		SP:Iteration 32Q (3885.230000 sec): 3 clusters
  Score: Raw -890022.565815 + Penalty 2950.334135 = -887072.231681
  nChanged 54
		SP:Iteration 33Q (3885.250000 sec): 3 clusters
  Score: Raw -890048.732474 + Penalty 2950.334135 = -887098.398339
  nChanged 54
		SP:Iteration 34Q (3885.270000 sec): 3 clusters
  Score: Raw -890074.195822 + Penalty 2950.334135 = -887123.861688
  nChanged 49
		SP:Iteration 35Q (3885.290000 sec): 3 clusters
  Score: Raw -890105.930054 + Penalty 2950.334135 = -887155.595919
  nChanged 49
		SP:Iteration 36Q (3885.310000 sec): 3 clusters
  Score: Raw -890133.543758 + Penalty 2950.334135 = -887183.209623
  nChanged 39
		SP:Iteration 37Q (3885.330000 sec): 3 clusters
  Score: Raw -890157.796568 + Penalty 2950.334135 = -887207.462433
  nChanged 36
		SP:Iteration 38Q (3885.350000 sec): 3 clusters
  Score: Raw -890179.536610 + Penalty 2950.334135 = -887229.202476
  nChanged 25
		SP:Iteration 39Q (3885.360000 sec): 3 clusters
  Score: Raw -890194.601701 + Penalty 2950.334135 = -887244.267566
  nChanged 20
		SP:Iteration 40F (3885.380000 sec): 3 clusters
  Score: Raw -890207.580070 + Penalty 2950.334135 = -887257.245935
  nChanged 17
		SP:Iteration 41Q (3885.400000 sec): 3 clusters
  Score: Raw -890215.990409 + Penalty 2950.334135 = -887265.656274
  nChanged 16
		SP:Iteration 42Q (3885.420000 sec): 3 clusters
  Score: Raw -890222.840228 + Penalty 2950.334135 = -887272.506093
  nChanged 12
		SP:Iteration 43Q (3885.430000 sec): 3 clusters
  Score: Raw -890228.306434 + Penalty 2950.334135 = -887277.972299
  nChanged 12
		SP:Iteration 44Q (3885.450000 sec): 3 clusters
  Score: Raw -890234.655238 + Penalty 2950.334135 = -887284.321104
  nChanged 9
		SP:Iteration 45Q (3885.470000 sec): 3 clusters
  Score: Raw -890240.990474 + Penalty 2950.334135 = -887290.656340
  nChanged 15
		SP:Iteration 46Q (3885.490000 sec): 3 clusters
  Score: Raw -890250.591922 + Penalty 2950.334135 = -887300.257787
  nChanged 13
		SP:Iteration 47Q (3885.500000 sec): 3 clusters
  Score: Raw -890257.252179 + Penalty 2950.334135 = -887306.918045
  nChanged 14
		SP:Iteration 48Q (3885.520000 sec): 3 clusters
  Score: Raw -890263.984722 + Penalty 2950.334135 = -887313.650587
  nChanged 11
		SP:Iteration 49Q (3885.530000 sec): 3 clusters
  Score: Raw -890270.756568 + Penalty 2950.334135 = -887320.422433
  nChanged 10
		SP:Iteration 50Q (3885.550000 sec): 3 clusters
  Score: Raw -890275.218557 + Penalty 2950.334135 = -887324.884422
  nChanged 10
		SP:Iteration 51Q (3885.570000 sec): 3 clusters
  Score: Raw -890281.937578 + Penalty 2950.334135 = -887331.603443
  nChanged 6
		SP:Iteration 52Q (3885.590000 sec): 3 clusters
  Score: Raw -890283.570432 + Penalty 2950.334135 = -887333.236297
  nChanged 5
		SP:Iteration 53Q (3885.600000 sec): 3 clusters
  Score: Raw -890285.078677 + Penalty 2950.334135 = -887334.744542
  nChanged 3
		SP:Iteration 54Q (3885.620000 sec): 3 clusters
  Score: Raw -890286.655132 + Penalty 2950.334135 = -887336.320997
  nChanged 3
		SP:Iteration 55Q (3885.630000 sec): 3 clusters
  Score: Raw -890287.646903 + Penalty 2950.334135 = -887337.312769
  nChanged 2
		SP:Iteration 56Q (3885.650000 sec): 3 clusters
  Score: Raw -890288.316994 + Penalty 2950.334135 = -887337.982859
  nChanged 1
		SP:Iteration 57Q (3885.670000 sec): 3 clusters
  Score: Raw -890288.863466 + Penalty 2950.334135 = -887338.529331
  nChanged 1
		SP:Iteration 58Q (3885.690000 sec): 3 clusters
  Score: Raw -890289.072561 + Penalty 2950.334135 = -887338.738426
  nChanged 1
		SP:Iteration 59Q (3885.700000 sec): 3 clusters
  Score: Raw -890289.219759 + Penalty 2950.334135 = -887338.885624
  nChanged 1
		SP:Iteration 60F (3885.720000 sec): 3 clusters
  Score: Raw -890289.660394 + Penalty 2950.334135 = -887339.326259
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 89 (4204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3885.740000 sec): 2 clusters
  Score: Raw -414276.138711 + Penalty 1355.866156 = -412920.272555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3885.750000 sec): 3 clusters
  Score: Raw -412150.321355 + Penalty 2711.732313 = -409438.589042
  nChanged 1648
		SP:Iteration 1F (3885.760000 sec): 3 clusters
  Score: Raw -413053.384439 + Penalty 2711.732313 = -410341.652126
  nChanged 271
		SP:Iteration 2F (3885.770000 sec): 3 clusters
  Score: Raw -413203.596107 + Penalty 2711.732313 = -410491.863794
  nChanged 211
		SP:Iteration 3F (3885.780000 sec): 3 clusters
  Score: Raw -413311.514268 + Penalty 2711.732313 = -410599.781955
  nChanged 179
		SP:Iteration 4Q (3885.790000 sec): 3 clusters
  Score: Raw -413403.276188 + Penalty 2711.732313 = -410691.543875
  nChanged 139
		SP:Iteration 5Q (3885.800000 sec): 3 clusters
  Score: Raw -413465.965679 + Penalty 2711.732313 = -410754.233366
  nChanged 116
		SP:Iteration 6Q (3885.810000 sec): 3 clusters
  Score: Raw -413519.831478 + Penalty 2711.732313 = -410808.099165
  nChanged 110
		SP:Iteration 7Q (3885.820000 sec): 3 clusters
  Score: Raw -413577.508924 + Penalty 2711.732313 = -410865.776611
  nChanged 98
		SP:Iteration 8Q (3885.830000 sec): 3 clusters
  Score: Raw -413629.907507 + Penalty 2711.732313 = -410918.175194
  nChanged 100
		SP:Iteration 9Q (3885.850000 sec): 3 clusters
  Score: Raw -413679.608831 + Penalty 2711.732313 = -410967.876518
  nChanged 93
		SP:Iteration 10Q (3885.850000 sec): 3 clusters
  Score: Raw -413722.610562 + Penalty 2711.732313 = -411010.878249
  nChanged 81
		SP:Iteration 11Q (3885.870000 sec): 3 clusters
  Score: Raw -413760.971624 + Penalty 2711.732313 = -411049.239311
  nChanged 71
		SP:Iteration 12Q (3885.870000 sec): 3 clusters
  Score: Raw -413801.628366 + Penalty 2711.732313 = -411089.896053
  nChanged 79
		SP:Iteration 13Q (3885.890000 sec): 3 clusters
  Score: Raw -413839.859141 + Penalty 2711.732313 = -411128.126828
  nChanged 86
		SP:Iteration 14Q (3885.890000 sec): 3 clusters
  Score: Raw -413877.443931 + Penalty 2711.732313 = -411165.711618
  nChanged 73
		SP:Iteration 15Q (3885.910000 sec): 3 clusters
  Score: Raw -413908.928900 + Penalty 2711.732313 = -411197.196587
  nChanged 82
		SP:Iteration 16Q (3885.920000 sec): 3 clusters
  Score: Raw -413953.671517 + Penalty 2711.732313 = -411241.939204
  nChanged 87
		SP:Iteration 17Q (3885.930000 sec): 3 clusters
  Score: Raw -413999.578643 + Penalty 2711.732313 = -411287.846330
  nChanged 78
		SP:Iteration 18Q (3885.930000 sec): 3 clusters
  Score: Raw -414046.589214 + Penalty 2711.732313 = -411334.856901
  nChanged 81
		SP:Iteration 19Q (3885.950000 sec): 3 clusters
  Score: Raw -414102.117666 + Penalty 2711.732313 = -411390.385353
  nChanged 73
		SP:Iteration 20F (3885.960000 sec): 3 clusters
  Score: Raw -414151.579042 + Penalty 2711.732313 = -411439.846730
  nChanged 65
		SP:Iteration 21Q (3885.970000 sec): 3 clusters
  Score: Raw -414198.282404 + Penalty 2711.732313 = -411486.550091
  nChanged 52
		SP:Iteration 22Q (3885.970000 sec): 3 clusters
  Score: Raw -414234.814873 + Penalty 2711.732313 = -411523.082560
  nChanged 54
		SP:Iteration 23Q (3885.990000 sec): 3 clusters
  Score: Raw -414271.506089 + Penalty 2711.732313 = -411559.773776
  nChanged 46
		SP:Iteration 24Q (3885.990000 sec): 3 clusters
  Score: Raw -414311.378806 + Penalty 2711.732313 = -411599.646493
  nChanged 45
		SP:Iteration 25Q (3886.000000 sec): 3 clusters
  Score: Raw -414347.054273 + Penalty 2711.732313 = -411635.321960
  nChanged 25
		SP:Iteration 26Q (3886.010000 sec): 3 clusters
  Score: Raw -414369.574712 + Penalty 2711.732313 = -411657.842399
  nChanged 19
		SP:Iteration 27Q (3886.020000 sec): 3 clusters
  Score: Raw -414387.674360 + Penalty 2711.732313 = -411675.942047
  nChanged 14
		SP:Iteration 28Q (3886.030000 sec): 3 clusters
  Score: Raw -414400.102441 + Penalty 2711.732313 = -411688.370128
  nChanged 11
		SP:Iteration 29Q (3886.040000 sec): 3 clusters
  Score: Raw -414408.358820 + Penalty 2711.732313 = -411696.626507
  nChanged 9
		SP:Iteration 30Q (3886.050000 sec): 3 clusters
  Score: Raw -414419.931812 + Penalty 2711.732313 = -411708.199499
  nChanged 9
		SP:Iteration 31Q (3886.060000 sec): 3 clusters
  Score: Raw -414427.990596 + Penalty 2711.732313 = -411716.258283
  nChanged 4
		SP:Iteration 32Q (3886.070000 sec): 3 clusters
  Score: Raw -414430.109352 + Penalty 2711.732313 = -411718.377039
  nChanged 2
		SP:Iteration 33Q (3886.070000 sec): 3 clusters
  Score: Raw -414431.589932 + Penalty 2711.732313 = -411719.857619
  nChanged 3
		SP:Iteration 34Q (3886.080000 sec): 3 clusters
  Score: Raw -414435.131033 + Penalty 2711.732313 = -411723.398720
  nChanged 5
		SP:Iteration 35Q (3886.090000 sec): 3 clusters
  Score: Raw -414440.426598 + Penalty 2711.732313 = -411728.694285
  nChanged 3
		SP:Iteration 36Q (3886.100000 sec): 3 clusters
  Score: Raw -414441.794469 + Penalty 2711.732313 = -411730.062156
  nChanged 1
		SP:Iteration 37Q (3886.110000 sec): 3 clusters
  Score: Raw -414443.104365 + Penalty 2711.732313 = -411731.372052
  nChanged 3
		SP:Iteration 38Q (3886.120000 sec): 3 clusters
  Score: Raw -414444.305252 + Penalty 2711.732313 = -411732.572939
  nChanged 2
		SP:Iteration 39Q (3886.130000 sec): 3 clusters
  Score: Raw -414446.336790 + Penalty 2711.732313 = -411734.604477
  nChanged 5
		SP:Iteration 40F (3886.130000 sec): 3 clusters
  Score: Raw -414452.252865 + Penalty 2711.732313 = -411740.520552
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 90 (6179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3886.150000 sec): 2 clusters
  Score: Raw -598212.585956 + Penalty 1418.448155 = -596794.137800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3886.170000 sec): 3 clusters
  Score: Raw -594877.998737 + Penalty 2836.896311 = -592041.102426
  nChanged 2537
		SP:Iteration 1F (3886.190000 sec): 3 clusters
  Score: Raw -596332.304113 + Penalty 2836.896311 = -593495.407803
  nChanged 518
		SP:Iteration 2F (3886.200000 sec): 3 clusters
  Score: Raw -596666.162825 + Penalty 2836.896311 = -593829.266514
  nChanged 445
		SP:Iteration 3F (3886.220000 sec): 3 clusters
  Score: Raw -596953.370512 + Penalty 2836.896311 = -594116.474201
  nChanged 366
		SP:Iteration 4F (3886.230000 sec): 3 clusters
  Score: Raw -597189.536472 + Penalty 2836.896311 = -594352.640161
  nChanged 308
		SP:Iteration 5Q (3886.250000 sec): 3 clusters
  Score: Raw -597381.256147 + Penalty 2836.896311 = -594544.359836
  nChanged 283
		SP:Iteration 6Q (3886.260000 sec): 3 clusters
  Score: Raw -597566.204852 + Penalty 2836.896311 = -594729.308541
  nChanged 255
		SP:Iteration 7Q (3886.280000 sec): 3 clusters
  Score: Raw -597728.013453 + Penalty 2836.896311 = -594891.117142
  nChanged 242
		SP:Iteration 8Q (3886.290000 sec): 3 clusters
  Score: Raw -597882.842136 + Penalty 2836.896311 = -595045.945825
  nChanged 206
		SP:Iteration 9Q (3886.310000 sec): 3 clusters
  Score: Raw -598008.217674 + Penalty 2836.896311 = -595171.321363
  nChanged 156
		SP:Iteration 10Q (3886.330000 sec): 3 clusters
  Score: Raw -598097.751557 + Penalty 2836.896311 = -595260.855246
  nChanged 137
		SP:Iteration 11Q (3886.340000 sec): 3 clusters
  Score: Raw -598187.472620 + Penalty 2836.896311 = -595350.576309
  nChanged 122
		SP:Iteration 12Q (3886.350000 sec): 3 clusters
  Score: Raw -598272.422280 + Penalty 2836.896311 = -595435.525969
  nChanged 99
		SP:Iteration 13Q (3886.370000 sec): 3 clusters
  Score: Raw -598334.289629 + Penalty 2836.896311 = -595497.393319
  nChanged 87
		SP:Iteration 14Q (3886.390000 sec): 3 clusters
  Score: Raw -598386.827114 + Penalty 2836.896311 = -595549.930803
  nChanged 59
		SP:Iteration 15Q (3886.400000 sec): 3 clusters
  Score: Raw -598420.106084 + Penalty 2836.896311 = -595583.209773
  nChanged 40
		SP:Iteration 16Q (3886.410000 sec): 3 clusters
  Score: Raw -598440.082943 + Penalty 2836.896311 = -595603.186632
  nChanged 30
		SP:Iteration 17Q (3886.430000 sec): 3 clusters
  Score: Raw -598459.583362 + Penalty 2836.896311 = -595622.687051
  nChanged 26
		SP:Iteration 18Q (3886.440000 sec): 3 clusters
  Score: Raw -598472.173410 + Penalty 2836.896311 = -595635.277099
  nChanged 14
		SP:Iteration 19Q (3886.460000 sec): 3 clusters
  Score: Raw -598478.781032 + Penalty 2836.896311 = -595641.884721
  nChanged 7
		SP:Iteration 20F (3886.470000 sec): 3 clusters
  Score: Raw -598482.784053 + Penalty 2836.896311 = -595645.887742
  nChanged 4
		SP:Iteration 21Q (3886.490000 sec): 3 clusters
  Score: Raw -598485.357206 + Penalty 2836.896311 = -595648.460896
  nChanged 4
		SP:Iteration 22Q (3886.500000 sec): 3 clusters
  Score: Raw -598487.194736 + Penalty 2836.896311 = -595650.298425
  nChanged 3
		SP:Iteration 23Q (3886.510000 sec): 3 clusters
  Score: Raw -598488.742813 + Penalty 2836.896311 = -595651.846503
  nChanged 1
		SP:Iteration 24Q (3886.530000 sec): 3 clusters
  Score: Raw -598488.964657 + Penalty 2836.896311 = -595652.068346
  nChanged 0
		SP:Iteration 25F (3886.550000 sec): 3 clusters
  Score: Raw -598488.964657 + Penalty 2836.896311 = -595652.068346
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 91 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3886.550000 sec): 2 clusters
  Score: Raw -177112.385332 + Penalty 1223.702999 = -175888.682332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3886.560000 sec): 3 clusters
  Score: Raw -176334.684210 + Penalty 2447.405998 = -173887.278211
  nChanged 643
		SP:Iteration 1F (3886.570000 sec): 3 clusters
  Score: Raw -176761.575079 + Penalty 2447.405998 = -174314.169081
  nChanged 154
		SP:Iteration 2F (3886.570000 sec): 3 clusters
  Score: Raw -176892.707555 + Penalty 2447.405998 = -174445.301557
  nChanged 101
		SP:Iteration 3F (3886.570000 sec): 3 clusters
  Score: Raw -176977.750874 + Penalty 2447.405998 = -174530.344875
  nChanged 88
		SP:Iteration 4Q (3886.580000 sec): 3 clusters
  Score: Raw -177059.572484 + Penalty 2447.405998 = -174612.166486
  nChanged 72
		SP:Iteration 5Q (3886.580000 sec): 3 clusters
  Score: Raw -177123.835660 + Penalty 2447.405998 = -174676.429662
  nChanged 72
		SP:Iteration 6Q (3886.590000 sec): 3 clusters
  Score: Raw -177193.784086 + Penalty 2447.405998 = -174746.378087
  nChanged 52
		SP:Iteration 7Q (3886.590000 sec): 3 clusters
  Score: Raw -177238.772682 + Penalty 2447.405998 = -174791.366683
  nChanged 51
		SP:Iteration 8Q (3886.600000 sec): 3 clusters
  Score: Raw -177269.259313 + Penalty 2447.405998 = -174821.853315
  nChanged 30
		SP:Iteration 9Q (3886.600000 sec): 3 clusters
  Score: Raw -177292.055763 + Penalty 2447.405998 = -174844.649764
  nChanged 35
		SP:Iteration 10Q (3886.610000 sec): 3 clusters
  Score: Raw -177317.263753 + Penalty 2447.405998 = -174869.857755
  nChanged 30
		SP:Iteration 11Q (3886.610000 sec): 3 clusters
  Score: Raw -177336.847989 + Penalty 2447.405998 = -174889.441990
  nChanged 24
		SP:Iteration 12Q (3886.610000 sec): 3 clusters
  Score: Raw -177352.502457 + Penalty 2447.405998 = -174905.096458
  nChanged 18
		SP:Iteration 13Q (3886.620000 sec): 3 clusters
  Score: Raw -177364.802523 + Penalty 2447.405998 = -174917.396525
  nChanged 18
		SP:Iteration 14Q (3886.620000 sec): 3 clusters
  Score: Raw -177376.617474 + Penalty 2447.405998 = -174929.211475
  nChanged 16
		SP:Iteration 15Q (3886.630000 sec): 3 clusters
  Score: Raw -177387.797355 + Penalty 2447.405998 = -174940.391357
  nChanged 17
		SP:Iteration 16Q (3886.630000 sec): 3 clusters
  Score: Raw -177400.513395 + Penalty 2447.405998 = -174953.107397
  nChanged 12
		SP:Iteration 17Q (3886.640000 sec): 3 clusters
  Score: Raw -177408.532588 + Penalty 2447.405998 = -174961.126590
  nChanged 11
		SP:Iteration 18Q (3886.640000 sec): 3 clusters
  Score: Raw -177417.425787 + Penalty 2447.405998 = -174970.019789
  nChanged 13
		SP:Iteration 19Q (3886.650000 sec): 3 clusters
  Score: Raw -177424.042367 + Penalty 2447.405998 = -174976.636368
  nChanged 8
		SP:Iteration 20F (3886.650000 sec): 3 clusters
  Score: Raw -177430.276442 + Penalty 2447.405998 = -174982.870444
  nChanged 12
		SP:Iteration 21Q (3886.650000 sec): 3 clusters
  Score: Raw -177438.189751 + Penalty 2447.405998 = -174990.783752
  nChanged 9
		SP:Iteration 22Q (3886.660000 sec): 3 clusters
  Score: Raw -177445.246819 + Penalty 2447.405998 = -174997.840820
  nChanged 12
		SP:Iteration 23Q (3886.670000 sec): 3 clusters
  Score: Raw -177457.758314 + Penalty 2447.405998 = -175010.352315
  nChanged 15
		SP:Iteration 24Q (3886.670000 sec): 3 clusters
  Score: Raw -177471.592494 + Penalty 2447.405998 = -175024.186496
  nChanged 15
		SP:Iteration 25Q (3886.670000 sec): 3 clusters
  Score: Raw -177487.851565 + Penalty 2447.405998 = -175040.445567
  nChanged 18
		SP:Iteration 26Q (3886.680000 sec): 3 clusters
  Score: Raw -177505.161586 + Penalty 2447.405998 = -175057.755588
  nChanged 16
		SP:Iteration 27Q (3886.680000 sec): 3 clusters
  Score: Raw -177518.396202 + Penalty 2447.405998 = -175070.990204
  nChanged 15
		SP:Iteration 28Q (3886.690000 sec): 3 clusters
  Score: Raw -177531.260507 + Penalty 2447.405998 = -175083.854508
  nChanged 12
		SP:Iteration 29Q (3886.690000 sec): 3 clusters
  Score: Raw -177543.975016 + Penalty 2447.405998 = -175096.569018
  nChanged 15
		SP:Iteration 30Q (3886.690000 sec): 3 clusters
  Score: Raw -177555.969877 + Penalty 2447.405998 = -175108.563879
  nChanged 10
		SP:Iteration 31Q (3886.700000 sec): 3 clusters
  Score: Raw -177562.552957 + Penalty 2447.405998 = -175115.146959
  nChanged 6
		SP:Iteration 32Q (3886.700000 sec): 3 clusters
  Score: Raw -177569.462280 + Penalty 2447.405998 = -175122.056282
  nChanged 8
		SP:Iteration 33Q (3886.710000 sec): 3 clusters
  Score: Raw -177578.368380 + Penalty 2447.405998 = -175130.962382
  nChanged 6
		SP:Iteration 34Q (3886.710000 sec): 3 clusters
  Score: Raw -177581.470871 + Penalty 2447.405998 = -175134.064872
  nChanged 5
		SP:Iteration 35Q (3886.710000 sec): 3 clusters
  Score: Raw -177587.330978 + Penalty 2447.405998 = -175139.924979
  nChanged 10
		SP:Iteration 36Q (3886.720000 sec): 3 clusters
  Score: Raw -177597.360872 + Penalty 2447.405998 = -175149.954873
  nChanged 9
		SP:Iteration 37Q (3886.720000 sec): 3 clusters
  Score: Raw -177609.581087 + Penalty 2447.405998 = -175162.175089
  nChanged 11
		SP:Iteration 38Q (3886.730000 sec): 3 clusters
  Score: Raw -177629.819853 + Penalty 2447.405998 = -175182.413855
  nChanged 13
		SP:Iteration 39Q (3886.730000 sec): 3 clusters
  Score: Raw -177647.942382 + Penalty 2447.405998 = -175200.536384
  nChanged 11
		SP:Iteration 40F (3886.740000 sec): 3 clusters
  Score: Raw -177661.425295 + Penalty 2447.405998 = -175214.019297
  nChanged 15
		SP:Iteration 41Q (3886.740000 sec): 3 clusters
  Score: Raw -177672.970534 + Penalty 2447.405998 = -175225.564535
  nChanged 6
		SP:Iteration 42Q (3886.740000 sec): 3 clusters
  Score: Raw -177679.048937 + Penalty 2447.405998 = -175231.642938
  nChanged 5
		SP:Iteration 43Q (3886.750000 sec): 3 clusters
  Score: Raw -177682.224208 + Penalty 2447.405998 = -175234.818209
  nChanged 5
		SP:Iteration 44Q (3886.750000 sec): 3 clusters
  Score: Raw -177686.381257 + Penalty 2447.405998 = -175238.975258
  nChanged 6
		SP:Iteration 45Q (3886.750000 sec): 3 clusters
  Score: Raw -177690.560168 + Penalty 2447.405998 = -175243.154170
  nChanged 4
		SP:Iteration 46Q (3886.760000 sec): 3 clusters
  Score: Raw -177693.799316 + Penalty 2447.405998 = -175246.393318
  nChanged 5
		SP:Iteration 47Q (3886.760000 sec): 3 clusters
  Score: Raw -177695.806047 + Penalty 2447.405998 = -175248.400049
  nChanged 4
		SP:Iteration 48Q (3886.770000 sec): 3 clusters
  Score: Raw -177697.955991 + Penalty 2447.405998 = -175250.549993
  nChanged 0
		SP:Iteration 49F (3886.770000 sec): 3 clusters
  Score: Raw -177697.955991 + Penalty 2447.405998 = -175250.549993
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 92 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3886.770000 sec): 2 clusters
  Score: Raw -57512.470539 + Penalty 1036.769912 = -56475.700627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3886.780000 sec): 3 clusters
  Score: Raw -57412.964322 + Penalty 2073.539824 = -55339.424497
  nChanged 146
		SP:Iteration 1F (3886.780000 sec): 3 clusters
  Score: Raw -57623.627248 + Penalty 2073.539824 = -55550.087423
  nChanged 50
		SP:Iteration 2F (3886.780000 sec): 3 clusters
  Score: Raw -57697.483748 + Penalty 2073.539824 = -55623.943924
  nChanged 21
		SP:Iteration 3Q (3886.780000 sec): 3 clusters
  Score: Raw -57731.639081 + Penalty 2073.539824 = -55658.099257
  nChanged 14
		SP:Iteration 4Q (3886.780000 sec): 3 clusters
  Score: Raw -57748.912296 + Penalty 2073.539824 = -55675.372471
  nChanged 6
		SP:Iteration 5Q (3886.790000 sec): 3 clusters
  Score: Raw -57757.216254 + Penalty 2073.539824 = -55683.676429
  nChanged 4
		SP:Iteration 6Q (3886.790000 sec): 3 clusters
  Score: Raw -57764.403884 + Penalty 2073.539824 = -55690.864059
  nChanged 3
		SP:Iteration 7Q (3886.790000 sec): 3 clusters
  Score: Raw -57769.223289 + Penalty 2073.539824 = -55695.683465
  nChanged 3
		SP:Iteration 8Q (3886.790000 sec): 3 clusters
  Score: Raw -57772.689035 + Penalty 2073.539824 = -55699.149210
  nChanged 1
		SP:Iteration 9Q (3886.790000 sec): 3 clusters
  Score: Raw -57774.144711 + Penalty 2073.539824 = -55700.604886
  nChanged 0
		SP:Iteration 10F (3886.790000 sec): 3 clusters
  Score: Raw -57774.144711 + Penalty 2073.539824 = -55700.604886
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 93 (2842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3886.800000 sec): 2 clusters
  Score: Raw -271357.520791 + Penalty 1292.242788 = -270065.278003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3886.810000 sec): 3 clusters
  Score: Raw -270037.490827 + Penalty 2584.485575 = -267453.005252
  nChanged 1096
		SP:Iteration 1F (3886.810000 sec): 3 clusters
  Score: Raw -270668.885683 + Penalty 2584.485575 = -268084.400107
  nChanged 214
		SP:Iteration 2F (3886.820000 sec): 3 clusters
  Score: Raw -270807.766392 + Penalty 2584.485575 = -268223.280817
  nChanged 137
		SP:Iteration 3Q (3886.830000 sec): 3 clusters
  Score: Raw -270885.677003 + Penalty 2584.485575 = -268301.191427
  nChanged 89
		SP:Iteration 4Q (3886.840000 sec): 3 clusters
  Score: Raw -270933.849630 + Penalty 2584.485575 = -268349.364055
  nChanged 64
		SP:Iteration 5Q (3886.850000 sec): 3 clusters
  Score: Raw -270971.400800 + Penalty 2584.485575 = -268386.915225
  nChanged 64
		SP:Iteration 6Q (3886.850000 sec): 3 clusters
  Score: Raw -271009.927803 + Penalty 2584.485575 = -268425.442228
  nChanged 64
		SP:Iteration 7Q (3886.860000 sec): 3 clusters
  Score: Raw -271050.649665 + Penalty 2584.485575 = -268466.164089
  nChanged 64
		SP:Iteration 8Q (3886.870000 sec): 3 clusters
  Score: Raw -271091.910944 + Penalty 2584.485575 = -268507.425368
  nChanged 63
		SP:Iteration 9Q (3886.870000 sec): 3 clusters
  Score: Raw -271137.495515 + Penalty 2584.485575 = -268553.009940
  nChanged 61
		SP:Iteration 10Q (3886.880000 sec): 3 clusters
  Score: Raw -271177.198434 + Penalty 2584.485575 = -268592.712859
  nChanged 50
		SP:Iteration 11Q (3886.890000 sec): 3 clusters
  Score: Raw -271212.329387 + Penalty 2584.485575 = -268627.843812
  nChanged 57
		SP:Iteration 12Q (3886.890000 sec): 3 clusters
  Score: Raw -271260.646070 + Penalty 2584.485575 = -268676.160495
  nChanged 60
		SP:Iteration 13Q (3886.900000 sec): 3 clusters
  Score: Raw -271314.746459 + Penalty 2584.485575 = -268730.260884
  nChanged 65
		SP:Iteration 14Q (3886.910000 sec): 3 clusters
  Score: Raw -271382.152233 + Penalty 2584.485575 = -268797.666657
  nChanged 76
		SP:Iteration 15Q (3886.910000 sec): 3 clusters
  Score: Raw -271465.571369 + Penalty 2584.485575 = -268881.085794
  nChanged 71
		SP:Iteration 16Q (3886.920000 sec): 3 clusters
  Score: Raw -271570.626501 + Penalty 2584.485575 = -268986.140926
  nChanged 59
		SP:Iteration 17Q (3886.930000 sec): 3 clusters
  Score: Raw -271643.424598 + Penalty 2584.485575 = -269058.939023
  nChanged 69
		SP:Iteration 18Q (3886.930000 sec): 3 clusters
  Score: Raw -271691.245611 + Penalty 2584.485575 = -269106.760035
  nChanged 55
		SP:Iteration 19Q (3886.940000 sec): 3 clusters
  Score: Raw -271735.264082 + Penalty 2584.485575 = -269150.778507
  nChanged 45
		SP:Iteration 20F (3886.950000 sec): 3 clusters
  Score: Raw -271777.466709 + Penalty 2584.485575 = -269192.981134
  nChanged 40
		SP:Iteration 21Q (3886.950000 sec): 3 clusters
  Score: Raw -271804.150770 + Penalty 2584.485575 = -269219.665195
  nChanged 43
		SP:Iteration 22Q (3886.960000 sec): 3 clusters
  Score: Raw -271845.118184 + Penalty 2584.485575 = -269260.632609
  nChanged 51
		SP:Iteration 23Q (3886.970000 sec): 3 clusters
  Score: Raw -271889.236913 + Penalty 2584.485575 = -269304.751338
  nChanged 48
		SP:Iteration 24Q (3886.970000 sec): 3 clusters
  Score: Raw -271920.453252 + Penalty 2584.485575 = -269335.967676
  nChanged 38
		SP:Iteration 25Q (3886.980000 sec): 3 clusters
  Score: Raw -271948.731235 + Penalty 2584.485575 = -269364.245660
  nChanged 45
		SP:Iteration 26Q (3886.980000 sec): 3 clusters
  Score: Raw -271987.890730 + Penalty 2584.485575 = -269403.405154
  nChanged 43
		SP:Iteration 27Q (3886.990000 sec): 3 clusters
  Score: Raw -272023.852394 + Penalty 2584.485575 = -269439.366819
  nChanged 35
		SP:Iteration 28Q (3886.990000 sec): 3 clusters
  Score: Raw -272050.557536 + Penalty 2584.485575 = -269466.071961
  nChanged 33
		SP:Iteration 29Q (3887.000000 sec): 3 clusters
  Score: Raw -272073.508473 + Penalty 2584.485575 = -269489.022898
  nChanged 26
		SP:Iteration 30Q (3887.010000 sec): 3 clusters
  Score: Raw -272094.569286 + Penalty 2584.485575 = -269510.083711
  nChanged 30
		SP:Iteration 31Q (3887.010000 sec): 3 clusters
  Score: Raw -272115.046990 + Penalty 2584.485575 = -269530.561414
  nChanged 19
		SP:Iteration 32Q (3887.020000 sec): 3 clusters
  Score: Raw -272125.017841 + Penalty 2584.485575 = -269540.532266
  nChanged 15
		SP:Iteration 33Q (3887.030000 sec): 3 clusters
  Score: Raw -272130.831275 + Penalty 2584.485575 = -269546.345700
  nChanged 8
		SP:Iteration 34Q (3887.030000 sec): 3 clusters
  Score: Raw -272134.718188 + Penalty 2584.485575 = -269550.232612
  nChanged 4
		SP:Iteration 35Q (3887.030000 sec): 3 clusters
  Score: Raw -272136.270895 + Penalty 2584.485575 = -269551.785319
  nChanged 5
		SP:Iteration 36Q (3887.040000 sec): 3 clusters
  Score: Raw -272137.787816 + Penalty 2584.485575 = -269553.302241
  nChanged 1
		SP:Iteration 37Q (3887.050000 sec): 3 clusters
  Score: Raw -272138.037820 + Penalty 2584.485575 = -269553.552245
  nChanged 1
		SP:Iteration 38Q (3887.050000 sec): 3 clusters
  Score: Raw -272138.500302 + Penalty 2584.485575 = -269554.014727
  nChanged 1
		SP:Iteration 39Q (3887.060000 sec): 3 clusters
  Score: Raw -272138.733812 + Penalty 2584.485575 = -269554.248237
  nChanged 0
		SP:Iteration 40F (3887.070000 sec): 3 clusters
  Score: Raw -272139.155523 + Penalty 2584.485575 = -269554.669948
  nChanged 1
		SP:Iteration 41Q (3887.070000 sec): 3 clusters
  Score: Raw -272139.504411 + Penalty 2584.485575 = -269555.018836
  nChanged 2
		SP:Iteration 42Q (3887.080000 sec): 3 clusters
  Score: Raw -272140.399850 + Penalty 2584.485575 = -269555.914275
  nChanged 2
		SP:Iteration 43Q (3887.090000 sec): 3 clusters
  Score: Raw -272141.668471 + Penalty 2584.485575 = -269557.182896
  nChanged 1
		SP:Iteration 44Q (3887.090000 sec): 3 clusters
  Score: Raw -272142.372014 + Penalty 2584.485575 = -269557.886439
  nChanged 0
		SP:Iteration 45F (3887.100000 sec): 3 clusters
  Score: Raw -272142.372014 + Penalty 2584.485575 = -269557.886439
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 94 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.110000 sec): 2 clusters
  Score: Raw -395397.113252 + Penalty 1355.246518 = -394041.866734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.120000 sec): 3 clusters
  Score: Raw -393307.982898 + Penalty 2710.493036 = -390597.489862
  nChanged 1687
		SP:Iteration 1F (3887.130000 sec): 3 clusters
  Score: Raw -394372.603765 + Penalty 2710.493036 = -391662.110729
  nChanged 353
		SP:Iteration 2F (3887.140000 sec): 3 clusters
  Score: Raw -394656.333310 + Penalty 2710.493036 = -391945.840274
  nChanged 282
		SP:Iteration 3F (3887.150000 sec): 3 clusters
  Score: Raw -394860.798268 + Penalty 2710.493036 = -392150.305233
  nChanged 256
		SP:Iteration 4F (3887.160000 sec): 3 clusters
  Score: Raw -395032.452962 + Penalty 2710.493036 = -392321.959926
  nChanged 195
		SP:Iteration 5Q (3887.170000 sec): 3 clusters
  Score: Raw -395173.218083 + Penalty 2710.493036 = -392462.725047
  nChanged 172
		SP:Iteration 6Q (3887.190000 sec): 3 clusters
  Score: Raw -395294.986160 + Penalty 2710.493036 = -392584.493124
  nChanged 128
		SP:Iteration 7Q (3887.190000 sec): 3 clusters
  Score: Raw -395372.671773 + Penalty 2710.493036 = -392662.178737
  nChanged 121
		SP:Iteration 8Q (3887.210000 sec): 3 clusters
  Score: Raw -395449.681236 + Penalty 2710.493036 = -392739.188200
  nChanged 100
		SP:Iteration 9Q (3887.210000 sec): 3 clusters
  Score: Raw -395514.806744 + Penalty 2710.493036 = -392804.313708
  nChanged 104
		SP:Iteration 10Q (3887.230000 sec): 3 clusters
  Score: Raw -395587.213151 + Penalty 2710.493036 = -392876.720115
  nChanged 77
		SP:Iteration 11Q (3887.230000 sec): 3 clusters
  Score: Raw -395630.525416 + Penalty 2710.493036 = -392920.032380
  nChanged 64
		SP:Iteration 12Q (3887.250000 sec): 3 clusters
  Score: Raw -395672.766256 + Penalty 2710.493036 = -392962.273221
  nChanged 65
		SP:Iteration 13Q (3887.250000 sec): 3 clusters
  Score: Raw -395714.316833 + Penalty 2710.493036 = -393003.823797
  nChanged 56
		SP:Iteration 14Q (3887.270000 sec): 3 clusters
  Score: Raw -395743.481316 + Penalty 2710.493036 = -393032.988281
  nChanged 36
		SP:Iteration 15Q (3887.270000 sec): 3 clusters
  Score: Raw -395758.235407 + Penalty 2710.493036 = -393047.742371
  nChanged 29
		SP:Iteration 16Q (3887.280000 sec): 3 clusters
  Score: Raw -395774.280605 + Penalty 2710.493036 = -393063.787569
  nChanged 34
		SP:Iteration 17Q (3887.290000 sec): 3 clusters
  Score: Raw -395788.619791 + Penalty 2710.493036 = -393078.126756
  nChanged 26
		SP:Iteration 18Q (3887.300000 sec): 3 clusters
  Score: Raw -395798.348548 + Penalty 2710.493036 = -393087.855512
  nChanged 16
		SP:Iteration 19Q (3887.310000 sec): 3 clusters
  Score: Raw -395804.507371 + Penalty 2710.493036 = -393094.014335
  nChanged 9
		SP:Iteration 20F (3887.320000 sec): 3 clusters
  Score: Raw -395807.547609 + Penalty 2710.493036 = -393097.054573
  nChanged 8
		SP:Iteration 21Q (3887.330000 sec): 3 clusters
  Score: Raw -395809.491154 + Penalty 2710.493036 = -393098.998118
  nChanged 10
		SP:Iteration 22Q (3887.340000 sec): 3 clusters
  Score: Raw -395812.206666 + Penalty 2710.493036 = -393101.713630
  nChanged 5
		SP:Iteration 23Q (3887.350000 sec): 3 clusters
  Score: Raw -395814.644339 + Penalty 2710.493036 = -393104.151303
  nChanged 7
		SP:Iteration 24Q (3887.360000 sec): 3 clusters
  Score: Raw -395817.831110 + Penalty 2710.493036 = -393107.338074
  nChanged 5
		SP:Iteration 25Q (3887.370000 sec): 3 clusters
  Score: Raw -395819.083450 + Penalty 2710.493036 = -393108.590414
  nChanged 2
		SP:Iteration 26Q (3887.380000 sec): 3 clusters
  Score: Raw -395819.343698 + Penalty 2710.493036 = -393108.850662
  nChanged 2
		SP:Iteration 27Q (3887.390000 sec): 3 clusters
  Score: Raw -395820.469573 + Penalty 2710.493036 = -393109.976537
  nChanged 3
		SP:Iteration 28Q (3887.400000 sec): 3 clusters
  Score: Raw -395821.777361 + Penalty 2710.493036 = -393111.284325
  nChanged 5
		SP:Iteration 29Q (3887.410000 sec): 3 clusters
  Score: Raw -395823.332787 + Penalty 2710.493036 = -393112.839751
  nChanged 7
		SP:Iteration 30Q (3887.420000 sec): 3 clusters
  Score: Raw -395825.486797 + Penalty 2710.493036 = -393114.993761
  nChanged 7
		SP:Iteration 31Q (3887.430000 sec): 3 clusters
  Score: Raw -395827.404453 + Penalty 2710.493036 = -393116.911417
  nChanged 5
		SP:Iteration 32Q (3887.430000 sec): 3 clusters
  Score: Raw -395828.252711 + Penalty 2710.493036 = -393117.759675
  nChanged 3
		SP:Iteration 33Q (3887.450000 sec): 3 clusters
  Score: Raw -395828.635025 + Penalty 2710.493036 = -393118.141989
  nChanged 1
		SP:Iteration 34Q (3887.450000 sec): 3 clusters
  Score: Raw -395828.769019 + Penalty 2710.493036 = -393118.275984
  nChanged 0
		SP:Iteration 35F (3887.470000 sec): 3 clusters
  Score: Raw -395828.769019 + Penalty 2710.493036 = -393118.275984
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 95 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.470000 sec): 2 clusters
  Score: Raw -202791.244626 + Penalty 1247.803212 = -201543.441413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.480000 sec): 3 clusters
  Score: Raw -201809.298113 + Penalty 2495.606424 = -199313.691689
  nChanged 783
		SP:Iteration 1F (3887.480000 sec): 3 clusters
  Score: Raw -202332.625912 + Penalty 2495.606424 = -199837.019488
  nChanged 176
		SP:Iteration 2F (3887.490000 sec): 3 clusters
  Score: Raw -202469.334753 + Penalty 2495.606424 = -199973.728328
  nChanged 131
		SP:Iteration 3F (3887.490000 sec): 3 clusters
  Score: Raw -202595.807684 + Penalty 2495.606424 = -200100.201260
  nChanged 117
		SP:Iteration 4F (3887.500000 sec): 3 clusters
  Score: Raw -202706.417907 + Penalty 2495.606424 = -200210.811483
  nChanged 94
		SP:Iteration 5Q (3887.510000 sec): 3 clusters
  Score: Raw -202779.782393 + Penalty 2495.606424 = -200284.175968
  nChanged 70
		SP:Iteration 6Q (3887.510000 sec): 3 clusters
  Score: Raw -202843.004053 + Penalty 2495.606424 = -200347.397629
  nChanged 78
		SP:Iteration 7Q (3887.510000 sec): 3 clusters
  Score: Raw -202913.516436 + Penalty 2495.606424 = -200417.910012
  nChanged 84
		SP:Iteration 8Q (3887.520000 sec): 3 clusters
  Score: Raw -202998.063466 + Penalty 2495.606424 = -200502.457042
  nChanged 64
		SP:Iteration 9Q (3887.530000 sec): 3 clusters
  Score: Raw -203058.452191 + Penalty 2495.606424 = -200562.845767
  nChanged 53
		SP:Iteration 10Q (3887.530000 sec): 3 clusters
  Score: Raw -203110.410397 + Penalty 2495.606424 = -200614.803972
  nChanged 40
		SP:Iteration 11Q (3887.540000 sec): 3 clusters
  Score: Raw -203155.326966 + Penalty 2495.606424 = -200659.720542
  nChanged 41
		SP:Iteration 12Q (3887.540000 sec): 3 clusters
  Score: Raw -203189.392457 + Penalty 2495.606424 = -200693.786032
  nChanged 31
		SP:Iteration 13Q (3887.550000 sec): 3 clusters
  Score: Raw -203214.527364 + Penalty 2495.606424 = -200718.920940
  nChanged 27
		SP:Iteration 14Q (3887.550000 sec): 3 clusters
  Score: Raw -203236.306483 + Penalty 2495.606424 = -200740.700058
  nChanged 32
		SP:Iteration 15Q (3887.560000 sec): 3 clusters
  Score: Raw -203255.535364 + Penalty 2495.606424 = -200759.928940
  nChanged 17
		SP:Iteration 16Q (3887.560000 sec): 3 clusters
  Score: Raw -203265.709226 + Penalty 2495.606424 = -200770.102801
  nChanged 15
		SP:Iteration 17Q (3887.570000 sec): 3 clusters
  Score: Raw -203273.526978 + Penalty 2495.606424 = -200777.920554
  nChanged 11
		SP:Iteration 18Q (3887.570000 sec): 3 clusters
  Score: Raw -203279.970070 + Penalty 2495.606424 = -200784.363646
  nChanged 11
		SP:Iteration 19Q (3887.580000 sec): 3 clusters
  Score: Raw -203283.655117 + Penalty 2495.606424 = -200788.048693
  nChanged 6
		SP:Iteration 20F (3887.580000 sec): 3 clusters
  Score: Raw -203286.106355 + Penalty 2495.606424 = -200790.499930
  nChanged 7
		SP:Iteration 21Q (3887.590000 sec): 3 clusters
  Score: Raw -203289.755955 + Penalty 2495.606424 = -200794.149530
  nChanged 9
		SP:Iteration 22Q (3887.590000 sec): 3 clusters
  Score: Raw -203293.650332 + Penalty 2495.606424 = -200798.043907
  nChanged 7
		SP:Iteration 23Q (3887.600000 sec): 3 clusters
  Score: Raw -203297.227676 + Penalty 2495.606424 = -200801.621252
  nChanged 6
		SP:Iteration 24Q (3887.600000 sec): 3 clusters
  Score: Raw -203300.170132 + Penalty 2495.606424 = -200804.563707
  nChanged 6
		SP:Iteration 25Q (3887.610000 sec): 3 clusters
  Score: Raw -203302.435042 + Penalty 2495.606424 = -200806.828617
  nChanged 7
		SP:Iteration 26Q (3887.610000 sec): 3 clusters
  Score: Raw -203306.751545 + Penalty 2495.606424 = -200811.145120
  nChanged 7
		SP:Iteration 27Q (3887.620000 sec): 3 clusters
  Score: Raw -203309.398758 + Penalty 2495.606424 = -200813.792334
  nChanged 5
		SP:Iteration 28Q (3887.620000 sec): 3 clusters
  Score: Raw -203312.206460 + Penalty 2495.606424 = -200816.600035
  nChanged 6
		SP:Iteration 29Q (3887.630000 sec): 3 clusters
  Score: Raw -203317.144873 + Penalty 2495.606424 = -200821.538449
  nChanged 5
		SP:Iteration 30Q (3887.630000 sec): 3 clusters
  Score: Raw -203319.755261 + Penalty 2495.606424 = -200824.148837
  nChanged 1
		SP:Iteration 31Q (3887.640000 sec): 3 clusters
  Score: Raw -203320.514797 + Penalty 2495.606424 = -200824.908373
  nChanged 4
		SP:Iteration 32Q (3887.640000 sec): 3 clusters
  Score: Raw -203322.575836 + Penalty 2495.606424 = -200826.969412
  nChanged 2
		SP:Iteration 33Q (3887.650000 sec): 3 clusters
  Score: Raw -203323.651947 + Penalty 2495.606424 = -200828.045522
  nChanged 1
		SP:Iteration 34Q (3887.650000 sec): 3 clusters
  Score: Raw -203324.084632 + Penalty 2495.606424 = -200828.478207
  nChanged 1
		SP:Iteration 35Q (3887.660000 sec): 3 clusters
  Score: Raw -203324.827405 + Penalty 2495.606424 = -200829.220980
  nChanged 1
		SP:Iteration 36Q (3887.660000 sec): 3 clusters
  Score: Raw -203325.274011 + Penalty 2495.606424 = -200829.667587
  nChanged 0
		SP:Iteration 37F (3887.670000 sec): 3 clusters
  Score: Raw -203325.274011 + Penalty 2495.606424 = -200829.667587
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 96 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.670000 sec): 2 clusters
  Score: Raw -20417.513731 + Penalty 889.243984 = -19528.269747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.670000 sec): 3 clusters
  Score: Raw -20574.436674 + Penalty 1778.487969 = -18795.948705
  nChanged 52
		SP:Iteration 1F (3887.670000 sec): 3 clusters
  Score: Raw -20737.766526 + Penalty 1778.487969 = -18959.278557
  nChanged 20
		SP:Iteration 2F (3887.670000 sec): 3 clusters
  Score: Raw -20807.261286 + Penalty 1778.487969 = -19028.773317
  nChanged 9
		SP:Iteration 3Q (3887.670000 sec): 3 clusters
  Score: Raw -20848.116258 + Penalty 1778.487969 = -19069.628289
  nChanged 5
		SP:Iteration 4Q (3887.670000 sec): 3 clusters
  Score: Raw -20865.855556 + Penalty 1778.487969 = -19087.367587
  nChanged 4
		SP:Iteration 5Q (3887.670000 sec): 3 clusters
  Score: Raw -20876.103150 + Penalty 1778.487969 = -19097.615181
  nChanged 3
		SP:Iteration 6Q (3887.670000 sec): 3 clusters
  Score: Raw -20887.789239 + Penalty 1778.487969 = -19109.301270
  nChanged 2
		SP:Iteration 7Q (3887.670000 sec): 3 clusters
  Score: Raw -20899.163217 + Penalty 1778.487969 = -19120.675248
  nChanged 1
		SP:Iteration 8Q (3887.680000 sec): 3 clusters
  Score: Raw -20912.675371 + Penalty 1778.487969 = -19134.187402
  nChanged 0
		SP:Iteration 9F (3887.680000 sec): 3 clusters
  Score: Raw -20912.675371 + Penalty 1778.487969 = -19134.187402
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 97 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.680000 sec): 2 clusters
  Score: Raw -67630.486978 + Penalty 1055.725936 = -66574.761042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.680000 sec): 3 clusters
  Score: Raw -67474.489039 + Penalty 2111.451872 = -65363.037167
  nChanged 162
		SP:Iteration 1F (3887.690000 sec): 3 clusters
  Score: Raw -67637.528715 + Penalty 2111.451872 = -65526.076843
  nChanged 47
		SP:Iteration 2F (3887.690000 sec): 3 clusters
  Score: Raw -67696.236967 + Penalty 2111.451872 = -65584.785095
  nChanged 20
		SP:Iteration 3Q (3887.690000 sec): 3 clusters
  Score: Raw -67722.920689 + Penalty 2111.451872 = -65611.468817
  nChanged 16
		SP:Iteration 4Q (3887.690000 sec): 3 clusters
  Score: Raw -67738.306350 + Penalty 2111.451872 = -65626.854478
  nChanged 6
		SP:Iteration 5Q (3887.690000 sec): 3 clusters
  Score: Raw -67749.609001 + Penalty 2111.451872 = -65638.157130
  nChanged 9
		SP:Iteration 6Q (3887.690000 sec): 3 clusters
  Score: Raw -67761.237111 + Penalty 2111.451872 = -65649.785239
  nChanged 2
		SP:Iteration 7Q (3887.690000 sec): 3 clusters
  Score: Raw -67763.046741 + Penalty 2111.451872 = -65651.594869
  nChanged 0
		SP:Iteration 8F (3887.700000 sec): 3 clusters
  Score: Raw -67763.046741 + Penalty 2111.451872 = -65651.594869
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 98 (854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.700000 sec): 2 clusters
  Score: Raw -80638.342506 + Penalty 1096.863819 = -79541.478687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.700000 sec): 3 clusters
  Score: Raw -80399.694600 + Penalty 2193.727638 = -78205.966962
  nChanged 250
		SP:Iteration 1F (3887.710000 sec): 3 clusters
  Score: Raw -80626.593564 + Penalty 2193.727638 = -78432.865926
  nChanged 51
		SP:Iteration 2F (3887.710000 sec): 3 clusters
  Score: Raw -80688.407584 + Penalty 2193.727638 = -78494.679946
  nChanged 31
		SP:Iteration 3Q (3887.710000 sec): 3 clusters
  Score: Raw -80729.431589 + Penalty 2193.727638 = -78535.703951
  nChanged 18
		SP:Iteration 4Q (3887.710000 sec): 3 clusters
  Score: Raw -80750.449947 + Penalty 2193.727638 = -78556.722309
  nChanged 18
		SP:Iteration 5Q (3887.710000 sec): 3 clusters
  Score: Raw -80768.654835 + Penalty 2193.727638 = -78574.927197
  nChanged 13
		SP:Iteration 6Q (3887.710000 sec): 3 clusters
  Score: Raw -80787.528844 + Penalty 2193.727638 = -78593.801206
  nChanged 10
		SP:Iteration 7Q (3887.720000 sec): 3 clusters
  Score: Raw -80802.479240 + Penalty 2193.727638 = -78608.751602
  nChanged 12
		SP:Iteration 8Q (3887.720000 sec): 3 clusters
  Score: Raw -80827.223094 + Penalty 2193.727638 = -78633.495456
  nChanged 20
		SP:Iteration 9Q (3887.730000 sec): 3 clusters
  Score: Raw -80855.382084 + Penalty 2193.727638 = -78661.654446
  nChanged 12
		SP:Iteration 10Q (3887.730000 sec): 3 clusters
  Score: Raw -80881.929215 + Penalty 2193.727638 = -78688.201577
  nChanged 9
		SP:Iteration 11Q (3887.730000 sec): 3 clusters
  Score: Raw -80902.632991 + Penalty 2193.727638 = -78708.905353
  nChanged 11
		SP:Iteration 12Q (3887.730000 sec): 3 clusters
  Score: Raw -80916.716360 + Penalty 2193.727638 = -78722.988722
  nChanged 8
		SP:Iteration 13Q (3887.740000 sec): 3 clusters
  Score: Raw -80926.694783 + Penalty 2193.727638 = -78732.967145
  nChanged 4
		SP:Iteration 14Q (3887.740000 sec): 3 clusters
  Score: Raw -80932.367107 + Penalty 2193.727638 = -78738.639469
  nChanged 5
		SP:Iteration 15Q (3887.740000 sec): 3 clusters
  Score: Raw -80942.542327 + Penalty 2193.727638 = -78748.814689
  nChanged 6
		SP:Iteration 16Q (3887.740000 sec): 3 clusters
  Score: Raw -80951.479419 + Penalty 2193.727638 = -78757.751781
  nChanged 6
		SP:Iteration 17Q (3887.740000 sec): 3 clusters
  Score: Raw -80957.012682 + Penalty 2193.727638 = -78763.285044
  nChanged 6
		SP:Iteration 18Q (3887.740000 sec): 3 clusters
  Score: Raw -80962.771824 + Penalty 2193.727638 = -78769.044186
  nChanged 3
		SP:Iteration 19Q (3887.750000 sec): 3 clusters
  Score: Raw -80965.743713 + Penalty 2193.727638 = -78772.016075
  nChanged 4
		SP:Iteration 20F (3887.750000 sec): 3 clusters
  Score: Raw -80970.580094 + Penalty 2193.727638 = -78776.852456
  nChanged 4
		SP:Iteration 21Q (3887.750000 sec): 3 clusters
  Score: Raw -80974.406685 + Penalty 2193.727638 = -78780.679047
  nChanged 3
		SP:Iteration 22Q (3887.750000 sec): 3 clusters
  Score: Raw -80977.398254 + Penalty 2193.727638 = -78783.670616
  nChanged 1
		SP:Iteration 23Q (3887.760000 sec): 3 clusters
  Score: Raw -80979.341175 + Penalty 2193.727638 = -78785.613537
  nChanged 5
		SP:Iteration 24Q (3887.760000 sec): 3 clusters
  Score: Raw -80984.552459 + Penalty 2193.727638 = -78790.824821
  nChanged 2
		SP:Iteration 25Q (3887.760000 sec): 3 clusters
  Score: Raw -80986.809175 + Penalty 2193.727638 = -78793.081537
  nChanged 2
		SP:Iteration 26Q (3887.760000 sec): 3 clusters
  Score: Raw -80989.864387 + Penalty 2193.727638 = -78796.136749
  nChanged 4
		SP:Iteration 27Q (3887.760000 sec): 3 clusters
  Score: Raw -80993.374779 + Penalty 2193.727638 = -78799.647141
  nChanged 3
		SP:Iteration 28Q (3887.760000 sec): 3 clusters
  Score: Raw -80997.441431 + Penalty 2193.727638 = -78803.713793
  nChanged 6
		SP:Iteration 29Q (3887.770000 sec): 3 clusters
  Score: Raw -81003.332825 + Penalty 2193.727638 = -78809.605187
  nChanged 3
		SP:Iteration 30Q (3887.770000 sec): 3 clusters
  Score: Raw -81005.540928 + Penalty 2193.727638 = -78811.813290
  nChanged 1
		SP:Iteration 31Q (3887.770000 sec): 3 clusters
  Score: Raw -81006.100234 + Penalty 2193.727638 = -78812.372596
  nChanged 0
		SP:Iteration 32F (3887.770000 sec): 3 clusters
  Score: Raw -81006.100234 + Penalty 2193.727638 = -78812.372596
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 99 (20859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.840000 sec): 2 clusters
  Score: Raw -1986334.657170 + Penalty 1616.150378 = -1984718.506792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.900000 sec): 3 clusters
  Score: Raw -1973819.004909 + Penalty 3232.300756 = -1970586.704153
  nChanged 9364
		SP:Iteration 1F (3887.950000 sec): 3 clusters
  Score: Raw -1978997.524748 + Penalty 3232.300756 = -1975765.223992
  nChanged 1060
		SP:Iteration 2F (3888.000000 sec): 3 clusters
  Score: Raw -1979490.065806 + Penalty 3232.300756 = -1976257.765049
  nChanged 1144
		SP:Iteration 3F (3888.060000 sec): 3 clusters
  Score: Raw -1980112.708543 + Penalty 3232.300756 = -1976880.407787
  nChanged 1190
		SP:Iteration 4F (3888.110000 sec): 3 clusters
  Score: Raw -1980785.304857 + Penalty 3232.300756 = -1977553.004101
  nChanged 1177
		SP:Iteration 5F (3888.160000 sec): 3 clusters
  Score: Raw -1981453.605247 + Penalty 3232.300756 = -1978221.304490
  nChanged 1155
		SP:Iteration 6F (3888.220000 sec): 3 clusters
  Score: Raw -1982074.119581 + Penalty 3232.300756 = -1978841.818824
  nChanged 1055
		SP:Iteration 7F (3888.270000 sec): 3 clusters
  Score: Raw -1982640.961087 + Penalty 3232.300756 = -1979408.660331
  nChanged 1033
		SP:Iteration 8Q (3888.320000 sec): 3 clusters
  Score: Raw -1983255.788317 + Penalty 3232.300756 = -1980023.487561
  nChanged 993
		SP:Iteration 9Q (3888.380000 sec): 3 clusters
  Score: Raw -1983820.792895 + Penalty 3232.300756 = -1980588.492139
  nChanged 868
		SP:Iteration 10Q (3888.430000 sec): 3 clusters
  Score: Raw -1984251.286163 + Penalty 3232.300756 = -1981018.985407
  nChanged 697
		SP:Iteration 11Q (3888.480000 sec): 3 clusters
  Score: Raw -1984582.039012 + Penalty 3232.300756 = -1981349.738255
  nChanged 574
		SP:Iteration 12Q (3888.530000 sec): 3 clusters
  Score: Raw -1984861.877828 + Penalty 3232.300756 = -1981629.577071
  nChanged 528
		SP:Iteration 13Q (3888.580000 sec): 3 clusters
  Score: Raw -1985101.972204 + Penalty 3232.300756 = -1981869.671448
  nChanged 461
		SP:Iteration 14Q (3888.640000 sec): 3 clusters
  Score: Raw -1985312.925914 + Penalty 3232.300756 = -1982080.625157
  nChanged 406
		SP:Iteration 15Q (3888.690000 sec): 3 clusters
  Score: Raw -1985482.104251 + Penalty 3232.300756 = -1982249.803494
  nChanged 355
		SP:Iteration 16Q (3888.740000 sec): 3 clusters
  Score: Raw -1985635.156136 + Penalty 3232.300756 = -1982402.855379
  nChanged 336
		SP:Iteration 17Q (3888.790000 sec): 3 clusters
  Score: Raw -1985771.216925 + Penalty 3232.300756 = -1982538.916169
  nChanged 301
		SP:Iteration 18Q (3888.840000 sec): 3 clusters
  Score: Raw -1985887.599310 + Penalty 3232.300756 = -1982655.298554
  nChanged 254
		SP:Iteration 19Q (3888.890000 sec): 3 clusters
  Score: Raw -1985974.762384 + Penalty 3232.300756 = -1982742.461627
  nChanged 213
		SP:Iteration 20F (3888.940000 sec): 3 clusters
  Score: Raw -1986035.061341 + Penalty 3232.300756 = -1982802.760585
  nChanged 183
		SP:Iteration 21Q (3888.990000 sec): 3 clusters
  Score: Raw -1986080.652356 + Penalty 3232.300756 = -1982848.351600
  nChanged 161
		SP:Iteration 22Q (3889.040000 sec): 3 clusters
  Score: Raw -1986121.688341 + Penalty 3232.300756 = -1982889.387585
  nChanged 186
		SP:Iteration 23Q (3889.090000 sec): 3 clusters
  Score: Raw -1986167.850838 + Penalty 3232.300756 = -1982935.550082
  nChanged 159
		SP:Iteration 24Q (3889.140000 sec): 3 clusters
  Score: Raw -1986206.468400 + Penalty 3232.300756 = -1982974.167643
  nChanged 158
		SP:Iteration 25Q (3889.180000 sec): 3 clusters
  Score: Raw -1986246.424345 + Penalty 3232.300756 = -1983014.123588
  nChanged 160
		SP:Iteration 26Q (3889.230000 sec): 3 clusters
  Score: Raw -1986291.009188 + Penalty 3232.300756 = -1983058.708432
  nChanged 161
		SP:Iteration 27Q (3889.280000 sec): 3 clusters
  Score: Raw -1986334.211475 + Penalty 3232.300756 = -1983101.910719
  nChanged 152
		SP:Iteration 28Q (3889.330000 sec): 3 clusters
  Score: Raw -1986370.004148 + Penalty 3232.300756 = -1983137.703392
  nChanged 134
		SP:Iteration 29Q (3889.370000 sec): 3 clusters
  Score: Raw -1986403.102188 + Penalty 3232.300756 = -1983170.801432
  nChanged 130
		SP:Iteration 30Q (3889.420000 sec): 3 clusters
  Score: Raw -1986433.075057 + Penalty 3232.300756 = -1983200.774301
  nChanged 128
		SP:Iteration 31Q (3889.470000 sec): 3 clusters
  Score: Raw -1986464.601673 + Penalty 3232.300756 = -1983232.300917
  nChanged 105
		SP:Iteration 32Q (3889.520000 sec): 3 clusters
  Score: Raw -1986493.292119 + Penalty 3232.300756 = -1983260.991363
  nChanged 117
		SP:Iteration 33Q (3889.560000 sec): 3 clusters
  Score: Raw -1986530.425113 + Penalty 3232.300756 = -1983298.124357
  nChanged 141
		SP:Iteration 34Q (3889.610000 sec): 3 clusters
  Score: Raw -1986575.966298 + Penalty 3232.300756 = -1983343.665542
  nChanged 122
		SP:Iteration 35Q (3889.660000 sec): 3 clusters
  Score: Raw -1986619.056811 + Penalty 3232.300756 = -1983386.756054
  nChanged 120
		SP:Iteration 36Q (3889.700000 sec): 3 clusters
  Score: Raw -1986664.877670 + Penalty 3232.300756 = -1983432.576913
  nChanged 108
		SP:Iteration 37Q (3889.750000 sec): 3 clusters
  Score: Raw -1986707.922402 + Penalty 3232.300756 = -1983475.621646
  nChanged 116
		SP:Iteration 38Q (3889.790000 sec): 3 clusters
  Score: Raw -1986749.597791 + Penalty 3232.300756 = -1983517.297035
  nChanged 120
		SP:Iteration 39Q (3889.840000 sec): 3 clusters
  Score: Raw -1986798.292546 + Penalty 3232.300756 = -1983565.991790
  nChanged 118
		SP:Iteration 40F (3889.900000 sec): 3 clusters
  Score: Raw -1986847.767712 + Penalty 3232.300756 = -1983615.466956
  nChanged 122
		SP:Iteration 41Q (3889.940000 sec): 3 clusters
  Score: Raw -1986898.788950 + Penalty 3232.300756 = -1983666.488194
  nChanged 113
		SP:Iteration 42Q (3889.990000 sec): 3 clusters
  Score: Raw -1986936.005952 + Penalty 3232.300756 = -1983703.705195
  nChanged 96
		SP:Iteration 43Q (3890.030000 sec): 3 clusters
  Score: Raw -1986963.832751 + Penalty 3232.300756 = -1983731.531994
  nChanged 79
		SP:Iteration 44Q (3890.070000 sec): 3 clusters
  Score: Raw -1986983.483115 + Penalty 3232.300756 = -1983751.182359
  nChanged 60
		SP:Iteration 45Q (3890.120000 sec): 3 clusters
  Score: Raw -1986995.351026 + Penalty 3232.300756 = -1983763.050269
  nChanged 43
		SP:Iteration 46Q (3890.160000 sec): 3 clusters
  Score: Raw -1987003.867660 + Penalty 3232.300756 = -1983771.566904
  nChanged 36
		SP:Iteration 47Q (3890.200000 sec): 3 clusters
  Score: Raw -1987011.225499 + Penalty 3232.300756 = -1983778.924743
  nChanged 24
		SP:Iteration 48Q (3890.240000 sec): 3 clusters
  Score: Raw -1987016.671337 + Penalty 3232.300756 = -1983784.370580
  nChanged 26
		SP:Iteration 49Q (3890.290000 sec): 3 clusters
  Score: Raw -1987022.538857 + Penalty 3232.300756 = -1983790.238101
  nChanged 24
		SP:Iteration 50Q (3890.330000 sec): 3 clusters
  Score: Raw -1987027.179570 + Penalty 3232.300756 = -1983794.878814
  nChanged 25
		SP:Iteration 51Q (3890.380000 sec): 3 clusters
  Score: Raw -1987031.771653 + Penalty 3232.300756 = -1983799.470897
  nChanged 16
		SP:Iteration 52Q (3890.420000 sec): 3 clusters
  Score: Raw -1987033.854166 + Penalty 3232.300756 = -1983801.553410
  nChanged 13
		SP:Iteration 53Q (3890.460000 sec): 3 clusters
  Score: Raw -1987035.609630 + Penalty 3232.300756 = -1983803.308873
  nChanged 11
		SP:Iteration 54Q (3890.500000 sec): 3 clusters
  Score: Raw -1987036.924640 + Penalty 3232.300756 = -1983804.623884
  nChanged 8
		SP:Iteration 55Q (3890.550000 sec): 3 clusters
  Score: Raw -1987038.165413 + Penalty 3232.300756 = -1983805.864657
  nChanged 14
		SP:Iteration 56Q (3890.590000 sec): 3 clusters
  Score: Raw -1987040.897549 + Penalty 3232.300756 = -1983808.596792
  nChanged 12
		SP:Iteration 57Q (3890.630000 sec): 3 clusters
  Score: Raw -1987042.353694 + Penalty 3232.300756 = -1983810.052938
  nChanged 5
		SP:Iteration 58Q (3890.680000 sec): 3 clusters
  Score: Raw -1987043.188828 + Penalty 3232.300756 = -1983810.888072
  nChanged 5
		SP:Iteration 59Q (3890.720000 sec): 3 clusters
  Score: Raw -1987043.933697 + Penalty 3232.300756 = -1983811.632941
  nChanged 7
		SP:Iteration 60F (3890.770000 sec): 3 clusters
  Score: Raw -1987045.112076 + Penalty 3232.300756 = -1983812.811319
  nChanged 8
		SP:Iteration 61Q (3890.820000 sec): 3 clusters
  Score: Raw -1987046.618304 + Penalty 3232.300756 = -1983814.317548
  nChanged 4
		SP:Iteration 62Q (3890.860000 sec): 3 clusters
  Score: Raw -1987047.064611 + Penalty 3232.300756 = -1983814.763855
  nChanged 4
		SP:Iteration 63Q (3890.900000 sec): 3 clusters
  Score: Raw -1987047.694033 + Penalty 3232.300756 = -1983815.393277
  nChanged 4
		SP:Iteration 64Q (3890.940000 sec): 3 clusters
  Score: Raw -1987048.328240 + Penalty 3232.300756 = -1983816.027484
  nChanged 4
		SP:Iteration 65Q (3890.980000 sec): 3 clusters
  Score: Raw -1987048.897244 + Penalty 3232.300756 = -1983816.596488
  nChanged 5
		SP:Iteration 66Q (3891.030000 sec): 3 clusters
  Score: Raw -1987049.640921 + Penalty 3232.300756 = -1983817.340165
  nChanged 6
		SP:Iteration 67Q (3891.070000 sec): 3 clusters
  Score: Raw -1987050.487540 + Penalty 3232.300756 = -1983818.186784
  nChanged 6
		SP:Iteration 68Q (3891.110000 sec): 3 clusters
  Score: Raw -1987051.645269 + Penalty 3232.300756 = -1983819.344512
  nChanged 6
		SP:Iteration 69Q (3891.160000 sec): 3 clusters
  Score: Raw -1987052.618554 + Penalty 3232.300756 = -1983820.317798
  nChanged 4
		SP:Iteration 70Q (3891.200000 sec): 3 clusters
  Score: Raw -1987053.569205 + Penalty 3232.300756 = -1983821.268449
  nChanged 5
		SP:Iteration 71Q (3891.240000 sec): 3 clusters
  Score: Raw -1987054.031964 + Penalty 3232.300756 = -1983821.731208
  nChanged 3
		SP:Iteration 72Q (3891.280000 sec): 3 clusters
  Score: Raw -1987054.377316 + Penalty 3232.300756 = -1983822.076559
  nChanged 3
		SP:Iteration 73Q (3891.330000 sec): 3 clusters
  Score: Raw -1987054.763487 + Penalty 3232.300756 = -1983822.462731
  nChanged 5
		SP:Iteration 74Q (3891.370000 sec): 3 clusters
  Score: Raw -1987055.313266 + Penalty 3232.300756 = -1983823.012509
  nChanged 3
		SP:Iteration 75Q (3891.410000 sec): 3 clusters
  Score: Raw -1987055.807389 + Penalty 3232.300756 = -1983823.506633
  nChanged 5
		SP:Iteration 76Q (3891.460000 sec): 3 clusters
  Score: Raw -1987056.411881 + Penalty 3232.300756 = -1983824.111124
  nChanged 3
		SP:Iteration 77Q (3891.500000 sec): 3 clusters
  Score: Raw -1987056.702265 + Penalty 3232.300756 = -1983824.401508
  nChanged 2
		SP:Iteration 78Q (3891.540000 sec): 3 clusters
  Score: Raw -1987056.970124 + Penalty 3232.300756 = -1983824.669367
  nChanged 2
		SP:Iteration 79Q (3891.580000 sec): 3 clusters
  Score: Raw -1987057.156540 + Penalty 3232.300756 = -1983824.855784
  nChanged 1
		SP:Iteration 80F (3891.640000 sec): 3 clusters
  Score: Raw -1987057.315605 + Penalty 3232.300756 = -1983825.014849
  nChanged 1
		SP:Iteration 81Q (3891.680000 sec): 3 clusters
  Score: Raw -1987057.391721 + Penalty 3232.300756 = -1983825.090964
  nChanged 0
		SP:Iteration 82F (3891.730000 sec): 3 clusters
  Score: Raw -1987057.391721 + Penalty 3232.300756 = -1983825.090964
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 100 (1389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3891.740000 sec): 2 clusters
  Score: Raw -127089.171536 + Penalty 1175.905143 = -125913.266393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3891.750000 sec): 3 clusters
  Score: Raw -126533.008826 + Penalty 2351.810286 = -124181.198539
  nChanged 453
		SP:Iteration 1F (3891.750000 sec): 3 clusters
  Score: Raw -126852.999663 + Penalty 2351.810286 = -124501.189376
  nChanged 116
		SP:Iteration 2F (3891.760000 sec): 3 clusters
  Score: Raw -126962.317331 + Penalty 2351.810286 = -124610.507044
  nChanged 80
		SP:Iteration 3F (3891.760000 sec): 3 clusters
  Score: Raw -127069.486587 + Penalty 2351.810286 = -124717.676300
  nChanged 75
		SP:Iteration 4F (3891.760000 sec): 3 clusters
  Score: Raw -127174.391381 + Penalty 2351.810286 = -124822.581095
  nChanged 71
		SP:Iteration 5F (3891.770000 sec): 3 clusters
  Score: Raw -127268.510611 + Penalty 2351.810286 = -124916.700325
  nChanged 74
		SP:Iteration 6F (3891.770000 sec): 3 clusters
  Score: Raw -127344.054747 + Penalty 2351.810286 = -124992.244461
  nChanged 47
		SP:Iteration 7Q (3891.770000 sec): 3 clusters
  Score: Raw -127399.637310 + Penalty 2351.810286 = -125047.827024
  nChanged 41
		SP:Iteration 8Q (3891.780000 sec): 3 clusters
  Score: Raw -127441.222862 + Penalty 2351.810286 = -125089.412576
  nChanged 23
		SP:Iteration 9Q (3891.780000 sec): 3 clusters
  Score: Raw -127462.258151 + Penalty 2351.810286 = -125110.447865
  nChanged 20
		SP:Iteration 10Q (3891.780000 sec): 3 clusters
  Score: Raw -127487.707603 + Penalty 2351.810286 = -125135.897317
  nChanged 17
		SP:Iteration 11Q (3891.790000 sec): 3 clusters
  Score: Raw -127503.808578 + Penalty 2351.810286 = -125151.998292
  nChanged 10
		SP:Iteration 12Q (3891.790000 sec): 3 clusters
  Score: Raw -127511.214107 + Penalty 2351.810286 = -125159.403820
  nChanged 9
		SP:Iteration 13Q (3891.790000 sec): 3 clusters
  Score: Raw -127520.178597 + Penalty 2351.810286 = -125168.368310
  nChanged 10
		SP:Iteration 14Q (3891.800000 sec): 3 clusters
  Score: Raw -127529.720592 + Penalty 2351.810286 = -125177.910305
  nChanged 11
		SP:Iteration 15Q (3891.800000 sec): 3 clusters
  Score: Raw -127542.103608 + Penalty 2351.810286 = -125190.293322
  nChanged 11
		SP:Iteration 16Q (3891.800000 sec): 3 clusters
  Score: Raw -127547.789215 + Penalty 2351.810286 = -125195.978928
  nChanged 5
		SP:Iteration 17Q (3891.800000 sec): 3 clusters
  Score: Raw -127550.089830 + Penalty 2351.810286 = -125198.279544
  nChanged 2
		SP:Iteration 18Q (3891.810000 sec): 3 clusters
  Score: Raw -127551.805891 + Penalty 2351.810286 = -125199.995605
  nChanged 4
		SP:Iteration 19Q (3891.810000 sec): 3 clusters
  Score: Raw -127554.496779 + Penalty 2351.810286 = -125202.686493
  nChanged 1
		SP:Iteration 20F (3891.820000 sec): 3 clusters
  Score: Raw -127554.679216 + Penalty 2351.810286 = -125202.868930
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.67 GB.

 Trying to split cluster 101 (3243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3891.830000 sec): 2 clusters
  Score: Raw -255506.272186 + Penalty 1313.691292 = -254192.580894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3891.840000 sec): 3 clusters
  Score: Raw -253976.420130 + Penalty 2627.382585 = -251349.037545
  nChanged 1288
		SP:Iteration 1F (3891.840000 sec): 3 clusters
  Score: Raw -255125.087814 + Penalty 2627.382585 = -252497.705229
  nChanged 384
		SP:Iteration 2F (3891.850000 sec): 3 clusters
  Score: Raw -255659.759040 + Penalty 2627.382585 = -253032.376455
  nChanged 266
		SP:Iteration 3F (3891.860000 sec): 3 clusters
  Score: Raw -255916.590357 + Penalty 2627.382585 = -253289.207773
  nChanged 159
		SP:Iteration 4Q (3891.870000 sec): 3 clusters
  Score: Raw -256020.871504 + Penalty 2627.382585 = -253393.488919
  nChanged 104
		SP:Iteration 5Q (3891.880000 sec): 3 clusters
  Score: Raw -256089.891280 + Penalty 2627.382585 = -253462.508696
  nChanged 74
		SP:Iteration 6Q (3891.880000 sec): 3 clusters
  Score: Raw -256125.423002 + Penalty 2627.382585 = -253498.040417
  nChanged 48
		SP:Iteration 7Q (3891.890000 sec): 3 clusters
  Score: Raw -256151.619411 + Penalty 2627.382585 = -253524.236826
  nChanged 39
		SP:Iteration 8Q (3891.900000 sec): 3 clusters
  Score: Raw -256171.794526 + Penalty 2627.382585 = -253544.411942
  nChanged 41
		SP:Iteration 9Q (3891.900000 sec): 3 clusters
  Score: Raw -256187.239851 + Penalty 2627.382585 = -253559.857266
  nChanged 29
		SP:Iteration 10Q (3891.910000 sec): 3 clusters
  Score: Raw -256200.517534 + Penalty 2627.382585 = -253573.134950
  nChanged 22
		SP:Iteration 11Q (3891.920000 sec): 3 clusters
  Score: Raw -256210.618991 + Penalty 2627.382585 = -253583.236407
  nChanged 22
		SP:Iteration 12Q (3891.930000 sec): 3 clusters
  Score: Raw -256219.380845 + Penalty 2627.382585 = -253591.998260
  nChanged 18
		SP:Iteration 13Q (3891.940000 sec): 3 clusters
  Score: Raw -256226.534777 + Penalty 2627.382585 = -253599.152192
  nChanged 17
		SP:Iteration 14Q (3891.940000 sec): 3 clusters
  Score: Raw -256232.678270 + Penalty 2627.382585 = -253605.295685
  nChanged 16
		SP:Iteration 15Q (3891.950000 sec): 3 clusters
  Score: Raw -256239.033733 + Penalty 2627.382585 = -253611.651148
  nChanged 10
		SP:Iteration 16Q (3891.960000 sec): 3 clusters
  Score: Raw -256243.108776 + Penalty 2627.382585 = -253615.726192
  nChanged 7
		SP:Iteration 17Q (3891.960000 sec): 3 clusters
  Score: Raw -256245.766411 + Penalty 2627.382585 = -253618.383826
  nChanged 9
		SP:Iteration 18Q (3891.970000 sec): 3 clusters
  Score: Raw -256249.277928 + Penalty 2627.382585 = -253621.895344
  nChanged 12
		SP:Iteration 19Q (3891.980000 sec): 3 clusters
  Score: Raw -256253.488808 + Penalty 2627.382585 = -253626.106224
  nChanged 12
		SP:Iteration 20F (3891.980000 sec): 3 clusters
  Score: Raw -256256.617023 + Penalty 2627.382585 = -253629.234439
  nChanged 9
		SP:Iteration 21Q (3891.990000 sec): 3 clusters
  Score: Raw -256259.610179 + Penalty 2627.382585 = -253632.227594
  nChanged 2
		SP:Iteration 22Q (3892.000000 sec): 3 clusters
  Score: Raw -256260.412966 + Penalty 2627.382585 = -253633.030382
  nChanged 1
		SP:Iteration 23Q (3892.010000 sec): 3 clusters
  Score: Raw -256260.638475 + Penalty 2627.382585 = -253633.255890
  nChanged 0
		SP:Iteration 24F (3892.020000 sec): 3 clusters
  Score: Raw -256260.638475 + Penalty 2627.382585 = -253633.255890
  nChanged 0
------ Evaluating fit on full set of 2870041 points ------
  Score: Raw -276494985.677810 + Penalty 244051.197684 = -276250934.480126
Time taken for this iteration:4124.880000 seconds.
 20->102 Clusters: Score -276250934.480126, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 2.15 GB would take us to total of 8.58 GB.
------ Running on subset of 956680 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 9 (821 points): Lose 72.477096 but Gain 2237.823938
Iteration 0F (4164.520000 sec): 20 clusters
  Score: Raw -79383684.361710 + Penalty 42518.654829 = -79341165.706881
  nChanged 906404
Iteration 1F (4181.260000 sec): 20 clusters
  Score: Raw -86474362.996615 + Penalty 42518.654829 = -86431844.341786
  nChanged 344842
Iteration 2F (4197.980000 sec): 20 clusters
  Score: Raw -88465388.223582 + Penalty 42518.654829 = -88422869.568752
  nChanged 248642
Iteration 3F (4214.650000 sec): 20 clusters
  Score: Raw -89785997.141952 + Penalty 42518.654829 = -89743478.487122
  nChanged 169740
Iteration 4F (4231.390000 sec): 20 clusters
  Score: Raw -90408467.377857 + Penalty 42518.654829 = -90365948.723028
  nChanged 106101
Iteration 5F (4248.120000 sec): 20 clusters
  Score: Raw -90742931.548674 + Penalty 42518.654829 = -90700412.893845
  nChanged 71545
Iteration 6F (4264.850000 sec): 20 clusters
  Score: Raw -90970150.583799 + Penalty 42518.654829 = -90927631.928970
  nChanged 40997
Iteration 7Q (4268.810000 sec): 20 clusters
  Score: Raw -91113242.395141 + Penalty 42518.654829 = -91070723.740311
  nChanged 28009
Iteration 8Q (4272.520000 sec): 20 clusters
  Score: Raw -91158213.053168 + Penalty 42518.654829 = -91115694.398339
  nChanged 23158
Iteration 9Q (4276.090000 sec): 20 clusters
  Score: Raw -91183127.947524 + Penalty 42518.654829 = -91140609.292694
  nChanged 19662
Iteration 10Q (4279.600000 sec): 20 clusters
  Score: Raw -91201579.072407 + Penalty 42518.654829 = -91159060.417578
  nChanged 16484
Iteration 11Q (4283.070000 sec): 20 clusters
  Score: Raw -91214920.796913 + Penalty 42518.654829 = -91172402.142084
  nChanged 13687
Iteration 12Q (4286.430000 sec): 20 clusters
  Score: Raw -91223791.715165 + Penalty 42518.654829 = -91181273.060335
  nChanged 11345
Iteration 13Q (4289.760000 sec): 20 clusters
  Score: Raw -91230114.216656 + Penalty 42518.654829 = -91187595.561827
  nChanged 9590
Iteration 14Q (4293.020000 sec): 20 clusters
  Score: Raw -91234899.404045 + Penalty 42518.654829 = -91192380.749216
  nChanged 8518
Iteration 15Q (4296.280000 sec): 20 clusters
  Score: Raw -91239702.710835 + Penalty 42518.654829 = -91197184.056005
  nChanged 7552
Iteration 16Q (4299.560000 sec): 20 clusters
  Score: Raw -91243707.619109 + Penalty 42518.654829 = -91201188.964280
  nChanged 6330
Iteration 17Q (4302.780000 sec): 20 clusters
  Score: Raw -91245941.035634 + Penalty 42518.654829 = -91203422.380805
  nChanged 5089
Iteration 18Q (4306.020000 sec): 20 clusters
  Score: Raw -91247514.366439 + Penalty 42518.654829 = -91204995.711610
  nChanged 4085
Iteration 19Q (4309.240000 sec): 20 clusters
  Score: Raw -91248659.709270 + Penalty 42518.654829 = -91206141.054440
  nChanged 3313
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -91248659.709270 + Penalty 42518.654829 = -91206141.054440
Memory request: 0.07 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (30565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4309.470000 sec): 2 clusters
  Score: Raw -3045503.762328 + Penalty 1678.236762 = -3043825.525566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4309.550000 sec): 3 clusters
  Score: Raw -3026769.754788 + Penalty 3356.473524 = -3023413.281264
  nChanged 14133
		SP:Iteration 1F (4309.630000 sec): 3 clusters
  Score: Raw -3035616.910845 + Penalty 3356.473524 = -3032260.437321
  nChanged 2090
		SP:Iteration 2F (4309.720000 sec): 3 clusters
  Score: Raw -3037756.973401 + Penalty 3356.473524 = -3034400.499877
  nChanged 2596
		SP:Iteration 3F (4309.800000 sec): 3 clusters
  Score: Raw -3039869.602575 + Penalty 3356.473524 = -3036513.129051
  nChanged 2807
		SP:Iteration 4F (4309.880000 sec): 3 clusters
  Score: Raw -3042395.542377 + Penalty 3356.473524 = -3039039.068853
  nChanged 3027
		SP:Iteration 5F (4309.960000 sec): 3 clusters
  Score: Raw -3045690.347316 + Penalty 3356.473524 = -3042333.873793
  nChanged 2601
		SP:Iteration 6F (4310.040000 sec): 3 clusters
  Score: Raw -3048459.066848 + Penalty 3356.473524 = -3045102.593325
  nChanged 1594
		SP:Iteration 7F (4310.120000 sec): 3 clusters
  Score: Raw -3049841.009092 + Penalty 3356.473524 = -3046484.535568
  nChanged 926
		SP:Iteration 8Q (4310.190000 sec): 3 clusters
  Score: Raw -3050409.739679 + Penalty 3356.473524 = -3047053.266155
  nChanged 516
		SP:Iteration 9Q (4310.260000 sec): 3 clusters
  Score: Raw -3050633.843343 + Penalty 3356.473524 = -3047277.369819
  nChanged 310
		SP:Iteration 10Q (4310.340000 sec): 3 clusters
  Score: Raw -3050728.720278 + Penalty 3356.473524 = -3047372.246754
  nChanged 227
		SP:Iteration 11Q (4310.410000 sec): 3 clusters
  Score: Raw -3050798.319490 + Penalty 3356.473524 = -3047441.845966
  nChanged 228
		SP:Iteration 12Q (4310.480000 sec): 3 clusters
  Score: Raw -3050879.138745 + Penalty 3356.473524 = -3047522.665222
  nChanged 247
		SP:Iteration 13Q (4310.550000 sec): 3 clusters
  Score: Raw -3050973.601827 + Penalty 3356.473524 = -3047617.128303
  nChanged 241
		SP:Iteration 14Q (4310.620000 sec): 3 clusters
  Score: Raw -3051070.487940 + Penalty 3356.473524 = -3047714.014416
  nChanged 270
		SP:Iteration 15Q (4310.700000 sec): 3 clusters
  Score: Raw -3051197.381011 + Penalty 3356.473524 = -3047840.907487
  nChanged 315
		SP:Iteration 16Q (4310.760000 sec): 3 clusters
  Score: Raw -3051362.089160 + Penalty 3356.473524 = -3048005.615636
  nChanged 341
		SP:Iteration 17Q (4310.840000 sec): 3 clusters
  Score: Raw -3051546.368208 + Penalty 3356.473524 = -3048189.894684
  nChanged 335
		SP:Iteration 18Q (4310.910000 sec): 3 clusters
  Score: Raw -3051723.687020 + Penalty 3356.473524 = -3048367.213497
  nChanged 301
		SP:Iteration 19Q (4310.980000 sec): 3 clusters
  Score: Raw -3051869.669313 + Penalty 3356.473524 = -3048513.195789
  nChanged 307
		SP:Iteration 20F (4311.060000 sec): 3 clusters
  Score: Raw -3052037.073909 + Penalty 3356.473524 = -3048680.600386
  nChanged 302
		SP:Iteration 21Q (4311.130000 sec): 3 clusters
  Score: Raw -3052202.128276 + Penalty 3356.473524 = -3048845.654753
  nChanged 265
		SP:Iteration 22Q (4311.200000 sec): 3 clusters
  Score: Raw -3052361.665161 + Penalty 3356.473524 = -3049005.191637
  nChanged 271
		SP:Iteration 23Q (4311.270000 sec): 3 clusters
  Score: Raw -3052545.534770 + Penalty 3356.473524 = -3049189.061246
  nChanged 299
		SP:Iteration 24Q (4311.340000 sec): 3 clusters
  Score: Raw -3052802.898742 + Penalty 3356.473524 = -3049446.425218
  nChanged 330
		SP:Iteration 25Q (4311.400000 sec): 3 clusters
  Score: Raw -3053166.017439 + Penalty 3356.473524 = -3049809.543915
  nChanged 366
		SP:Iteration 26Q (4311.470000 sec): 3 clusters
  Score: Raw -3053571.651171 + Penalty 3356.473524 = -3050215.177647
  nChanged 322
		SP:Iteration 27Q (4311.530000 sec): 3 clusters
  Score: Raw -3053824.587564 + Penalty 3356.473524 = -3050468.114040
  nChanged 247
		SP:Iteration 28Q (4311.600000 sec): 3 clusters
  Score: Raw -3053947.399867 + Penalty 3356.473524 = -3050590.926344
  nChanged 160
		SP:Iteration 29Q (4311.660000 sec): 3 clusters
  Score: Raw -3054003.102536 + Penalty 3356.473524 = -3050646.629013
  nChanged 124
		SP:Iteration 30Q (4311.720000 sec): 3 clusters
  Score: Raw -3054032.753053 + Penalty 3356.473524 = -3050676.279529
  nChanged 81
		SP:Iteration 31Q (4311.780000 sec): 3 clusters
  Score: Raw -3054049.835483 + Penalty 3356.473524 = -3050693.361959
  nChanged 68
		SP:Iteration 32Q (4311.850000 sec): 3 clusters
  Score: Raw -3054062.069332 + Penalty 3356.473524 = -3050705.595808
  nChanged 49
		SP:Iteration 33Q (4311.910000 sec): 3 clusters
  Score: Raw -3054068.802500 + Penalty 3356.473524 = -3050712.328976
  nChanged 41
		SP:Iteration 34Q (4311.970000 sec): 3 clusters
  Score: Raw -3054073.178516 + Penalty 3356.473524 = -3050716.704992
  nChanged 23
		SP:Iteration 35Q (4312.040000 sec): 3 clusters
  Score: Raw -3054074.915447 + Penalty 3356.473524 = -3050718.441923
  nChanged 13
		SP:Iteration 36Q (4312.100000 sec): 3 clusters
  Score: Raw -3054075.729465 + Penalty 3356.473524 = -3050719.255941
  nChanged 10
		SP:Iteration 37Q (4312.160000 sec): 3 clusters
  Score: Raw -3054076.261442 + Penalty 3356.473524 = -3050719.787918
  nChanged 4
		SP:Iteration 38Q (4312.230000 sec): 3 clusters
  Score: Raw -3054076.509488 + Penalty 3356.473524 = -3050720.035965
  nChanged 3
		SP:Iteration 39Q (4312.300000 sec): 3 clusters
  Score: Raw -3054076.602877 + Penalty 3356.473524 = -3050720.129353
  nChanged 1
		SP:Iteration 40F (4312.380000 sec): 3 clusters
  Score: Raw -3054080.435457 + Penalty 3356.473524 = -3050723.961934
  nChanged 4
		SP:Iteration 41Q (4312.440000 sec): 3 clusters
  Score: Raw -3054080.738267 + Penalty 3356.473524 = -3050724.264743
  nChanged 4
		SP:Iteration 42Q (4312.510000 sec): 3 clusters
  Score: Raw -3054080.980555 + Penalty 3356.473524 = -3050724.507031
  nChanged 2
		SP:Iteration 43Q (4312.570000 sec): 3 clusters
  Score: Raw -3054081.036737 + Penalty 3356.473524 = -3050724.563214
  nChanged 1
		SP:Iteration 44Q (4312.630000 sec): 3 clusters
  Score: Raw -3054081.058622 + Penalty 3356.473524 = -3050724.585098
  nChanged 1
		SP:Iteration 45Q (4312.700000 sec): 3 clusters
  Score: Raw -3054081.067468 + Penalty 3356.473524 = -3050724.593945
  nChanged 0
		SP:Iteration 46F (4312.780000 sec): 3 clusters
  Score: Raw -3054081.067468 + Penalty 3356.473524 = -3050724.593945
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (2058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4312.800000 sec): 2 clusters
  Score: Raw -184749.229361 + Penalty 1239.792111 = -183509.437250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4312.810000 sec): 3 clusters
  Score: Raw -184099.521692 + Penalty 2479.584223 = -181619.937469
  nChanged 792
		SP:Iteration 1F (4312.810000 sec): 3 clusters
  Score: Raw -185773.751721 + Penalty 2479.584223 = -183294.167498
  nChanged 391
		SP:Iteration 2F (4312.820000 sec): 3 clusters
  Score: Raw -187628.846044 + Penalty 2479.584223 = -185149.261821
  nChanged 260
		SP:Iteration 3F (4312.820000 sec): 3 clusters
  Score: Raw -189270.491667 + Penalty 2479.584223 = -186790.907444
  nChanged 68
		SP:Iteration 4Q (4312.830000 sec): 3 clusters
  Score: Raw -189493.233814 + Penalty 2479.584223 = -187013.649591
  nChanged 6
		SP:Iteration 5Q (4312.830000 sec): 3 clusters
  Score: Raw -189506.977117 + Penalty 2479.584223 = -187027.392894
  nChanged 2
		SP:Iteration 6Q (4312.840000 sec): 3 clusters
  Score: Raw -189515.683812 + Penalty 2479.584223 = -187036.099590
  nChanged 5
		SP:Iteration 7Q (4312.840000 sec): 3 clusters
  Score: Raw -189532.377081 + Penalty 2479.584223 = -187052.792858
  nChanged 8
		SP:Iteration 8Q (4312.840000 sec): 3 clusters
  Score: Raw -189567.403895 + Penalty 2479.584223 = -187087.819673
  nChanged 13
		SP:Iteration 9Q (4312.840000 sec): 3 clusters
  Score: Raw -189624.623093 + Penalty 2479.584223 = -187145.038870
  nChanged 14
		SP:Iteration 10Q (4312.850000 sec): 3 clusters
  Score: Raw -189662.983695 + Penalty 2479.584223 = -187183.399472
  nChanged 7
		SP:Iteration 11Q (4312.850000 sec): 3 clusters
  Score: Raw -189672.100838 + Penalty 2479.584223 = -187192.516615
  nChanged 5
		SP:Iteration 12Q (4312.860000 sec): 3 clusters
  Score: Raw -189676.081684 + Penalty 2479.584223 = -187196.497461
  nChanged 1
		SP:Iteration 13Q (4312.860000 sec): 3 clusters
  Score: Raw -189676.387347 + Penalty 2479.584223 = -187196.803124
  nChanged 0
		SP:Iteration 14F (4312.860000 sec): 3 clusters
  Score: Raw -189678.560034 + Penalty 2479.584223 = -187198.975811
  nChanged 1
		SP:Iteration 15Q (4312.870000 sec): 3 clusters
  Score: Raw -189681.749211 + Penalty 2479.584223 = -187202.164989
  nChanged 1
		SP:Iteration 16Q (4312.870000 sec): 3 clusters
  Score: Raw -189684.903439 + Penalty 2479.584223 = -187205.319216
  nChanged 1
		SP:Iteration 17Q (4312.880000 sec): 3 clusters
  Score: Raw -189689.294938 + Penalty 2479.584223 = -187209.710715
  nChanged 0
		SP:Iteration 18F (4312.880000 sec): 3 clusters
  Score: Raw -189689.294938 + Penalty 2479.584223 = -187209.710715
  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 8.65 GB.

 Trying to split cluster 3 (114285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4313.380000 sec): 2 clusters
  Score: Raw -11588343.393491 + Penalty 1892.548224 = -11586450.845268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4313.680000 sec): 3 clusters
  Score: Raw -11513938.536185 + Penalty 3785.096447 = -11510153.439737
  nChanged 54805
		SP:Iteration 1F (4313.990000 sec): 3 clusters
  Score: Raw -11549172.668046 + Penalty 3785.096447 = -11545387.571599
  nChanged 8056
		SP:Iteration 2F (4314.300000 sec): 3 clusters
  Score: Raw -11555954.414932 + Penalty 3785.096447 = -11552169.318484
  nChanged 10740
		SP:Iteration 3F (4314.600000 sec): 3 clusters
  Score: Raw -11567017.873816 + Penalty 3785.096447 = -11563232.777369
  nChanged 11461
		SP:Iteration 4F (4314.900000 sec): 3 clusters
  Score: Raw -11577756.205520 + Penalty 3785.096447 = -11573971.109073
  nChanged 9225
		SP:Iteration 5F (4315.200000 sec): 3 clusters
  Score: Raw -11584142.919889 + Penalty 3785.096447 = -11580357.823441
  nChanged 5805
		SP:Iteration 6F (4315.500000 sec): 3 clusters
  Score: Raw -11586765.172852 + Penalty 3785.096447 = -11582980.076405
  nChanged 3347
		SP:Iteration 7Q (4315.800000 sec): 3 clusters
  Score: Raw -11587781.871487 + Penalty 3785.096447 = -11583996.775040
  nChanged 2212
		SP:Iteration 8Q (4316.110000 sec): 3 clusters
  Score: Raw -11588300.005548 + Penalty 3785.096447 = -11584514.909101
  nChanged 1712
		SP:Iteration 9Q (4316.410000 sec): 3 clusters
  Score: Raw -11588674.712488 + Penalty 3785.096447 = -11584889.616040
  nChanged 1625
		SP:Iteration 10Q (4316.710000 sec): 3 clusters
  Score: Raw -11589032.039443 + Penalty 3785.096447 = -11585246.942995
  nChanged 1544
		SP:Iteration 11Q (4317.040000 sec): 3 clusters
  Score: Raw -11589375.472807 + Penalty 3785.096447 = -11585590.376360
  nChanged 1505
		SP:Iteration 12Q (4317.340000 sec): 3 clusters
  Score: Raw -11589705.544055 + Penalty 3785.096447 = -11585920.447607
  nChanged 1402
		SP:Iteration 13Q (4317.650000 sec): 3 clusters
  Score: Raw -11590010.718830 + Penalty 3785.096447 = -11586225.622382
  nChanged 1284
		SP:Iteration 14Q (4317.950000 sec): 3 clusters
  Score: Raw -11590290.161186 + Penalty 3785.096447 = -11586505.064738
  nChanged 1170
		SP:Iteration 15Q (4318.250000 sec): 3 clusters
  Score: Raw -11590525.004267 + Penalty 3785.096447 = -11586739.907820
  nChanged 1071
		SP:Iteration 16Q (4318.560000 sec): 3 clusters
  Score: Raw -11590737.716717 + Penalty 3785.096447 = -11586952.620269
  nChanged 992
		SP:Iteration 17Q (4318.850000 sec): 3 clusters
  Score: Raw -11590940.558093 + Penalty 3785.096447 = -11587155.461645
  nChanged 966
		SP:Iteration 18Q (4319.150000 sec): 3 clusters
  Score: Raw -11591138.590841 + Penalty 3785.096447 = -11587353.494394
  nChanged 867
		SP:Iteration 19Q (4319.450000 sec): 3 clusters
  Score: Raw -11591307.661373 + Penalty 3785.096447 = -11587522.564926
  nChanged 784
		SP:Iteration 20F (4319.750000 sec): 3 clusters
  Score: Raw -11591453.274551 + Penalty 3785.096447 = -11587668.178103
  nChanged 702
		SP:Iteration 21Q (4320.040000 sec): 3 clusters
  Score: Raw -11591580.133306 + Penalty 3785.096447 = -11587795.036859
  nChanged 674
		SP:Iteration 22Q (4320.350000 sec): 3 clusters
  Score: Raw -11591704.387742 + Penalty 3785.096447 = -11587919.291294
  nChanged 635
		SP:Iteration 23Q (4320.650000 sec): 3 clusters
  Score: Raw -11591815.047904 + Penalty 3785.096447 = -11588029.951457
  nChanged 569
		SP:Iteration 24Q (4320.940000 sec): 3 clusters
  Score: Raw -11591910.558625 + Penalty 3785.096447 = -11588125.462177
  nChanged 499
		SP:Iteration 25Q (4321.240000 sec): 3 clusters
  Score: Raw -11591991.990216 + Penalty 3785.096447 = -11588206.893769
  nChanged 449
		SP:Iteration 26Q (4321.540000 sec): 3 clusters
  Score: Raw -11592066.811807 + Penalty 3785.096447 = -11588281.715359
  nChanged 458
		SP:Iteration 27Q (4321.840000 sec): 3 clusters
  Score: Raw -11592145.863587 + Penalty 3785.096447 = -11588360.767140
  nChanged 420
		SP:Iteration 28Q (4322.130000 sec): 3 clusters
  Score: Raw -11592216.440685 + Penalty 3785.096447 = -11588431.344238
  nChanged 358
		SP:Iteration 29Q (4322.430000 sec): 3 clusters
  Score: Raw -11592271.138754 + Penalty 3785.096447 = -11588486.042306
  nChanged 311
		SP:Iteration 30Q (4322.720000 sec): 3 clusters
  Score: Raw -11592317.730971 + Penalty 3785.096447 = -11588532.634524
  nChanged 285
		SP:Iteration 31Q (4323.020000 sec): 3 clusters
  Score: Raw -11592359.057968 + Penalty 3785.096447 = -11588573.961521
  nChanged 265
		SP:Iteration 32Q (4323.310000 sec): 3 clusters
  Score: Raw -11592395.649462 + Penalty 3785.096447 = -11588610.553014
  nChanged 234
		SP:Iteration 33Q (4323.600000 sec): 3 clusters
  Score: Raw -11592429.052970 + Penalty 3785.096447 = -11588643.956523
  nChanged 228
		SP:Iteration 34Q (4323.890000 sec): 3 clusters
  Score: Raw -11592461.755281 + Penalty 3785.096447 = -11588676.658833
  nChanged 217
		SP:Iteration 35Q (4324.180000 sec): 3 clusters
  Score: Raw -11592490.933649 + Penalty 3785.096447 = -11588705.837201
  nChanged 183
		SP:Iteration 36Q (4324.480000 sec): 3 clusters
  Score: Raw -11592514.498920 + Penalty 3785.096447 = -11588729.402473
  nChanged 155
		SP:Iteration 37Q (4324.770000 sec): 3 clusters
  Score: Raw -11592532.234589 + Penalty 3785.096447 = -11588747.138142
  nChanged 161
		SP:Iteration 38Q (4325.060000 sec): 3 clusters
  Score: Raw -11592551.227474 + Penalty 3785.096447 = -11588766.131027
  nChanged 139
		SP:Iteration 39Q (4325.350000 sec): 3 clusters
  Score: Raw -11592565.211008 + Penalty 3785.096447 = -11588780.114561
  nChanged 123
		SP:Iteration 40F (4325.650000 sec): 3 clusters
  Score: Raw -11592577.756031 + Penalty 3785.096447 = -11588792.659584
  nChanged 96
		SP:Iteration 41Q (4325.940000 sec): 3 clusters
  Score: Raw -11592587.098093 + Penalty 3785.096447 = -11588802.001645
  nChanged 88
		SP:Iteration 42Q (4326.240000 sec): 3 clusters
  Score: Raw -11592596.778201 + Penalty 3785.096447 = -11588811.681754
  nChanged 91
		SP:Iteration 43Q (4326.520000 sec): 3 clusters
  Score: Raw -11592606.806798 + Penalty 3785.096447 = -11588821.710351
  nChanged 85
		SP:Iteration 44Q (4326.810000 sec): 3 clusters
  Score: Raw -11592615.487928 + Penalty 3785.096447 = -11588830.391480
  nChanged 73
		SP:Iteration 45Q (4327.110000 sec): 3 clusters
  Score: Raw -11592621.371547 + Penalty 3785.096447 = -11588836.275100
  nChanged 58
		SP:Iteration 46Q (4327.400000 sec): 3 clusters
  Score: Raw -11592626.797949 + Penalty 3785.096447 = -11588841.701502
  nChanged 57
		SP:Iteration 47Q (4327.680000 sec): 3 clusters
  Score: Raw -11592632.280501 + Penalty 3785.096447 = -11588847.184054
  nChanged 55
		SP:Iteration 48Q (4327.970000 sec): 3 clusters
  Score: Raw -11592637.826463 + Penalty 3785.096447 = -11588852.730015
  nChanged 53
		SP:Iteration 49Q (4328.250000 sec): 3 clusters
  Score: Raw -11592642.429856 + Penalty 3785.096447 = -11588857.333408
  nChanged 51
		SP:Iteration 50Q (4328.530000 sec): 3 clusters
  Score: Raw -11592646.266496 + Penalty 3785.096447 = -11588861.170048
  nChanged 35
		SP:Iteration 51Q (4328.820000 sec): 3 clusters
  Score: Raw -11592648.682634 + Penalty 3785.096447 = -11588863.586187
  nChanged 36
		SP:Iteration 52Q (4329.110000 sec): 3 clusters
  Score: Raw -11592651.279833 + Penalty 3785.096447 = -11588866.183386
  nChanged 37
		SP:Iteration 53Q (4329.390000 sec): 3 clusters
  Score: Raw -11592653.901022 + Penalty 3785.096447 = -11588868.804575
  nChanged 34
		SP:Iteration 54Q (4329.670000 sec): 3 clusters
  Score: Raw -11592656.442225 + Penalty 3785.096447 = -11588871.345777
  nChanged 29
		SP:Iteration 55Q (4329.950000 sec): 3 clusters
  Score: Raw -11592658.384071 + Penalty 3785.096447 = -11588873.287623
  nChanged 24
		SP:Iteration 56Q (4330.240000 sec): 3 clusters
  Score: Raw -11592660.029089 + Penalty 3785.096447 = -11588874.932642
  nChanged 31
		SP:Iteration 57Q (4330.540000 sec): 3 clusters
  Score: Raw -11592663.234462 + Penalty 3785.096447 = -11588878.138014
  nChanged 35
		SP:Iteration 58Q (4330.840000 sec): 3 clusters
  Score: Raw -11592666.328102 + Penalty 3785.096447 = -11588881.231655
  nChanged 27
		SP:Iteration 59Q (4331.120000 sec): 3 clusters
  Score: Raw -11592668.765555 + Penalty 3785.096447 = -11588883.669108
  nChanged 26
		SP:Iteration 60F (4331.420000 sec): 3 clusters
  Score: Raw -11592671.223079 + Penalty 3785.096447 = -11588886.126632
  nChanged 31
		SP:Iteration 61Q (4331.700000 sec): 3 clusters
  Score: Raw -11592674.151737 + Penalty 3785.096447 = -11588889.055289
  nChanged 36
		SP:Iteration 62Q (4331.980000 sec): 3 clusters
  Score: Raw -11592677.614732 + Penalty 3785.096447 = -11588892.518285
  nChanged 34
		SP:Iteration 63Q (4332.260000 sec): 3 clusters
  Score: Raw -11592681.869095 + Penalty 3785.096447 = -11588896.772648
  nChanged 47
		SP:Iteration 64Q (4332.550000 sec): 3 clusters
  Score: Raw -11592686.622250 + Penalty 3785.096447 = -11588901.525803
  nChanged 39
		SP:Iteration 65Q (4332.830000 sec): 3 clusters
  Score: Raw -11592690.165890 + Penalty 3785.096447 = -11588905.069442
  nChanged 42
		SP:Iteration 66Q (4333.110000 sec): 3 clusters
  Score: Raw -11592694.496612 + Penalty 3785.096447 = -11588909.400165
  nChanged 47
		SP:Iteration 67Q (4333.390000 sec): 3 clusters
  Score: Raw -11592699.523990 + Penalty 3785.096447 = -11588914.427542
  nChanged 38
		SP:Iteration 68Q (4333.670000 sec): 3 clusters
  Score: Raw -11592704.162720 + Penalty 3785.096447 = -11588919.066273
  nChanged 42
		SP:Iteration 69Q (4333.950000 sec): 3 clusters
  Score: Raw -11592709.206753 + Penalty 3785.096447 = -11588924.110306
  nChanged 36
		SP:Iteration 70Q (4334.230000 sec): 3 clusters
  Score: Raw -11592712.597748 + Penalty 3785.096447 = -11588927.501300
  nChanged 32
		SP:Iteration 71Q (4334.520000 sec): 3 clusters
  Score: Raw -11592714.710689 + Penalty 3785.096447 = -11588929.614241
  nChanged 21
		SP:Iteration 72Q (4334.800000 sec): 3 clusters
  Score: Raw -11592716.301573 + Penalty 3785.096447 = -11588931.205126
  nChanged 23
		SP:Iteration 73Q (4335.080000 sec): 3 clusters
  Score: Raw -11592718.583407 + Penalty 3785.096447 = -11588933.486959
  nChanged 25
		SP:Iteration 74Q (4335.360000 sec): 3 clusters
  Score: Raw -11592720.787864 + Penalty 3785.096447 = -11588935.691417
  nChanged 25
		SP:Iteration 75Q (4335.640000 sec): 3 clusters
  Score: Raw -11592722.403577 + Penalty 3785.096447 = -11588937.307129
  nChanged 28
		SP:Iteration 76Q (4335.920000 sec): 3 clusters
  Score: Raw -11592724.447118 + Penalty 3785.096447 = -11588939.350670
  nChanged 22
		SP:Iteration 77Q (4336.200000 sec): 3 clusters
  Score: Raw -11592726.702943 + Penalty 3785.096447 = -11588941.606495
  nChanged 26
		SP:Iteration 78Q (4336.480000 sec): 3 clusters
  Score: Raw -11592729.195904 + Penalty 3785.096447 = -11588944.099457
  nChanged 20
		SP:Iteration 79Q (4336.760000 sec): 3 clusters
  Score: Raw -11592730.338586 + Penalty 3785.096447 = -11588945.242139
  nChanged 16
		SP:Iteration 80F (4337.050000 sec): 3 clusters
  Score: Raw -11592731.329522 + Penalty 3785.096447 = -11588946.233074
  nChanged 10
		SP:Iteration 81Q (4337.340000 sec): 3 clusters
  Score: Raw -11592731.977442 + Penalty 3785.096447 = -11588946.880994
  nChanged 10
		SP:Iteration 82Q (4337.620000 sec): 3 clusters
  Score: Raw -11592732.759036 + Penalty 3785.096447 = -11588947.662588
  nChanged 11
		SP:Iteration 83Q (4337.900000 sec): 3 clusters
  Score: Raw -11592733.679070 + Penalty 3785.096447 = -11588948.582623
  nChanged 15
		SP:Iteration 84Q (4338.180000 sec): 3 clusters
  Score: Raw -11592735.007143 + Penalty 3785.096447 = -11588949.910696
  nChanged 17
		SP:Iteration 85Q (4338.460000 sec): 3 clusters
  Score: Raw -11592736.317554 + Penalty 3785.096447 = -11588951.221106
  nChanged 16
		SP:Iteration 86Q (4338.740000 sec): 3 clusters
  Score: Raw -11592737.791998 + Penalty 3785.096447 = -11588952.695551
  nChanged 20
		SP:Iteration 87Q (4339.020000 sec): 3 clusters
  Score: Raw -11592740.230693 + Penalty 3785.096447 = -11588955.134246
  nChanged 31
		SP:Iteration 88Q (4339.300000 sec): 3 clusters
  Score: Raw -11592743.068591 + Penalty 3785.096447 = -11588957.972144
  nChanged 28
		SP:Iteration 89Q (4339.580000 sec): 3 clusters
  Score: Raw -11592745.376330 + Penalty 3785.096447 = -11588960.279883
  nChanged 28
		SP:Iteration 90Q (4339.870000 sec): 3 clusters
  Score: Raw -11592747.815982 + Penalty 3785.096447 = -11588962.719534
  nChanged 28
		SP:Iteration 91Q (4340.150000 sec): 3 clusters
  Score: Raw -11592750.727006 + Penalty 3785.096447 = -11588965.630559
  nChanged 33
		SP:Iteration 92Q (4340.420000 sec): 3 clusters
  Score: Raw -11592753.666981 + Penalty 3785.096447 = -11588968.570534
  nChanged 25
		SP:Iteration 93Q (4340.700000 sec): 3 clusters
  Score: Raw -11592756.191120 + Penalty 3785.096447 = -11588971.094672
  nChanged 21
		SP:Iteration 94Q (4340.970000 sec): 3 clusters
  Score: Raw -11592758.021449 + Penalty 3785.096447 = -11588972.925002
  nChanged 24
		SP:Iteration 95Q (4341.250000 sec): 3 clusters
  Score: Raw -11592759.772827 + Penalty 3785.096447 = -11588974.676380
  nChanged 23
		SP:Iteration 96Q (4341.530000 sec): 3 clusters
  Score: Raw -11592762.162485 + Penalty 3785.096447 = -11588977.066038
  nChanged 26
		SP:Iteration 97Q (4341.810000 sec): 3 clusters
  Score: Raw -11592764.830776 + Penalty 3785.096447 = -11588979.734329
  nChanged 21
		SP:Iteration 98Q (4342.080000 sec): 3 clusters
  Score: Raw -11592766.690249 + Penalty 3785.096447 = -11588981.593801
  nChanged 19
		SP:Iteration 99Q (4342.360000 sec): 3 clusters
  Score: Raw -11592768.130418 + Penalty 3785.096447 = -11588983.033971
  nChanged 14
		SP:Iteration 100F (4342.650000 sec): 3 clusters
  Score: Raw -11592769.694810 + Penalty 3785.096447 = -11588984.598363
  nChanged 16
		SP:Iteration 101Q (4342.930000 sec): 3 clusters
  Score: Raw -11592770.986571 + Penalty 3785.096447 = -11588985.890123
  nChanged 19
		SP:Iteration 102Q (4343.210000 sec): 3 clusters
  Score: Raw -11592772.250701 + Penalty 3785.096447 = -11588987.154254
  nChanged 16
		SP:Iteration 103Q (4343.490000 sec): 3 clusters
  Score: Raw -11592773.205383 + Penalty 3785.096447 = -11588988.108935
  nChanged 11
		SP:Iteration 104Q (4343.770000 sec): 3 clusters
  Score: Raw -11592773.985083 + Penalty 3785.096447 = -11588988.888635
  nChanged 7
		SP:Iteration 105Q (4344.050000 sec): 3 clusters
  Score: Raw -11592774.409356 + Penalty 3785.096447 = -11588989.312909
  nChanged 3
		SP:Iteration 106Q (4344.330000 sec): 3 clusters
  Score: Raw -11592774.526203 + Penalty 3785.096447 = -11588989.429756
  nChanged 3
		SP:Iteration 107Q (4344.610000 sec): 3 clusters
  Score: Raw -11592774.685575 + Penalty 3785.096447 = -11588989.589128
  nChanged 3
		SP:Iteration 108Q (4344.880000 sec): 3 clusters
  Score: Raw -11592774.848551 + Penalty 3785.096447 = -11588989.752104
  nChanged 2
		SP:Iteration 109Q (4345.150000 sec): 3 clusters
  Score: Raw -11592774.904051 + Penalty 3785.096447 = -11588989.807603
  nChanged 0
		SP:Iteration 110F (4345.450000 sec): 3 clusters
  Score: Raw -11592774.904051 + Penalty 3785.096447 = -11588989.807603
  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 8.65 GB.

 Trying to split cluster 4 (18458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4345.560000 sec): 2 clusters
  Score: Raw -1848240.159398 + Penalty 1596.278638 = -1846643.880759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4345.600000 sec): 3 clusters
  Score: Raw -1837290.052071 + Penalty 3192.557277 = -1834097.494794
  nChanged 8379
		SP:Iteration 1F (4345.650000 sec): 3 clusters
  Score: Raw -1843699.895153 + Penalty 3192.557277 = -1840507.337876
  nChanged 2423
		SP:Iteration 2F (4345.700000 sec): 3 clusters
  Score: Raw -1847635.711315 + Penalty 3192.557277 = -1844443.154038
  nChanged 2385
		SP:Iteration 3F (4345.750000 sec): 3 clusters
  Score: Raw -1851200.946998 + Penalty 3192.557277 = -1848008.389721
  nChanged 1519
		SP:Iteration 4F (4345.790000 sec): 3 clusters
  Score: Raw -1852711.901798 + Penalty 3192.557277 = -1849519.344521
  nChanged 750
		SP:Iteration 5Q (4345.840000 sec): 3 clusters
  Score: Raw -1853136.758511 + Penalty 3192.557277 = -1849944.201234
  nChanged 433
		SP:Iteration 6Q (4345.890000 sec): 3 clusters
  Score: Raw -1853340.293845 + Penalty 3192.557277 = -1850147.736568
  nChanged 343
		SP:Iteration 7Q (4345.930000 sec): 3 clusters
  Score: Raw -1853511.184189 + Penalty 3192.557277 = -1850318.626912
  nChanged 295
		SP:Iteration 8Q (4345.970000 sec): 3 clusters
  Score: Raw -1853650.243512 + Penalty 3192.557277 = -1850457.686235
  nChanged 282
		SP:Iteration 9Q (4346.020000 sec): 3 clusters
  Score: Raw -1853771.251218 + Penalty 3192.557277 = -1850578.693941
  nChanged 239
		SP:Iteration 10Q (4346.070000 sec): 3 clusters
  Score: Raw -1853846.386820 + Penalty 3192.557277 = -1850653.829543
  nChanged 204
		SP:Iteration 11Q (4346.110000 sec): 3 clusters
  Score: Raw -1853892.130018 + Penalty 3192.557277 = -1850699.572741
  nChanged 155
		SP:Iteration 12Q (4346.150000 sec): 3 clusters
  Score: Raw -1853918.277215 + Penalty 3192.557277 = -1850725.719938
  nChanged 117
		SP:Iteration 13Q (4346.200000 sec): 3 clusters
  Score: Raw -1853934.677378 + Penalty 3192.557277 = -1850742.120101
  nChanged 79
		SP:Iteration 14Q (4346.240000 sec): 3 clusters
  Score: Raw -1853943.134303 + Penalty 3192.557277 = -1850750.577026
  nChanged 60
		SP:Iteration 15Q (4346.290000 sec): 3 clusters
  Score: Raw -1853949.860197 + Penalty 3192.557277 = -1850757.302920
  nChanged 58
		SP:Iteration 16Q (4346.330000 sec): 3 clusters
  Score: Raw -1853955.269427 + Penalty 3192.557277 = -1850762.712150
  nChanged 51
		SP:Iteration 17Q (4346.370000 sec): 3 clusters
  Score: Raw -1853960.178795 + Penalty 3192.557277 = -1850767.621518
  nChanged 32
		SP:Iteration 18Q (4346.420000 sec): 3 clusters
  Score: Raw -1853962.588857 + Penalty 3192.557277 = -1850770.031580
  nChanged 24
		SP:Iteration 19Q (4346.470000 sec): 3 clusters
  Score: Raw -1853964.913311 + Penalty 3192.557277 = -1850772.356034
  nChanged 26
		SP:Iteration 20F (4346.510000 sec): 3 clusters
  Score: Raw -1853967.163578 + Penalty 3192.557277 = -1850774.606301
  nChanged 28
		SP:Iteration 21Q (4346.550000 sec): 3 clusters
  Score: Raw -1853969.498120 + Penalty 3192.557277 = -1850776.940843
  nChanged 26
		SP:Iteration 22Q (4346.600000 sec): 3 clusters
  Score: Raw -1853971.168516 + Penalty 3192.557277 = -1850778.611239
  nChanged 16
		SP:Iteration 23Q (4346.640000 sec): 3 clusters
  Score: Raw -1853972.462896 + Penalty 3192.557277 = -1850779.905619
  nChanged 17
		SP:Iteration 24Q (4346.690000 sec): 3 clusters
  Score: Raw -1853973.380555 + Penalty 3192.557277 = -1850780.823278
  nChanged 6
		SP:Iteration 25Q (4346.730000 sec): 3 clusters
  Score: Raw -1853973.675576 + Penalty 3192.557277 = -1850781.118299
  nChanged 2
		SP:Iteration 26Q (4346.770000 sec): 3 clusters
  Score: Raw -1853973.802434 + Penalty 3192.557277 = -1850781.245157
  nChanged 4
		SP:Iteration 27Q (4346.820000 sec): 3 clusters
  Score: Raw -1853973.976588 + Penalty 3192.557277 = -1850781.419311
  nChanged 2
		SP:Iteration 28Q (4346.860000 sec): 3 clusters
  Score: Raw -1853974.049550 + Penalty 3192.557277 = -1850781.492273
  nChanged 1
		SP:Iteration 29Q (4346.910000 sec): 3 clusters
  Score: Raw -1853974.068372 + Penalty 3192.557277 = -1850781.511095
  nChanged 1
		SP:Iteration 30Q (4346.950000 sec): 3 clusters
  Score: Raw -1853974.089632 + Penalty 3192.557277 = -1850781.532356
  nChanged 0
		SP:Iteration 31F (4347.000000 sec): 3 clusters
  Score: Raw -1853974.089632 + Penalty 3192.557277 = -1850781.532356
  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 8.65 GB.

 Trying to split cluster 5 (97019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4347.290000 sec): 2 clusters
  Score: Raw -9823133.902084 + Penalty 1865.932594 = -9821267.969490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4347.550000 sec): 3 clusters
  Score: Raw -9760258.292092 + Penalty 3731.865187 = -9756526.426905
  nChanged 46670
		SP:Iteration 1F (4347.800000 sec): 3 clusters
  Score: Raw -9788320.891841 + Penalty 3731.865187 = -9784589.026653
  nChanged 4983
		SP:Iteration 2F (4348.050000 sec): 3 clusters
  Score: Raw -9790639.306104 + Penalty 3731.865187 = -9786907.440917
  nChanged 5800
		SP:Iteration 3F (4348.310000 sec): 3 clusters
  Score: Raw -9793805.610663 + Penalty 3731.865187 = -9790073.745475
  nChanged 6494
		SP:Iteration 4F (4348.560000 sec): 3 clusters
  Score: Raw -9797694.772576 + Penalty 3731.865187 = -9793962.907389
  nChanged 6550
		SP:Iteration 5F (4348.810000 sec): 3 clusters
  Score: Raw -9801773.552783 + Penalty 3731.865187 = -9798041.687595
  nChanged 5772
		SP:Iteration 6F (4349.060000 sec): 3 clusters
  Score: Raw -9805661.967902 + Penalty 3731.865187 = -9801930.102714
  nChanged 5052
		SP:Iteration 7F (4349.310000 sec): 3 clusters
  Score: Raw -9809512.672955 + Penalty 3731.865187 = -9805780.807768
  nChanged 4548
		SP:Iteration 8Q (4349.570000 sec): 3 clusters
  Score: Raw -9813027.985753 + Penalty 3731.865187 = -9809296.120565
  nChanged 3868
		SP:Iteration 9Q (4349.810000 sec): 3 clusters
  Score: Raw -9815608.252912 + Penalty 3731.865187 = -9811876.387725
  nChanged 3053
		SP:Iteration 10Q (4350.050000 sec): 3 clusters
  Score: Raw -9817163.433637 + Penalty 3731.865187 = -9813431.568450
  nChanged 2317
		SP:Iteration 11Q (4350.290000 sec): 3 clusters
  Score: Raw -9818107.129939 + Penalty 3731.865187 = -9814375.264752
  nChanged 1746
		SP:Iteration 12Q (4350.520000 sec): 3 clusters
  Score: Raw -9818715.257787 + Penalty 3731.865187 = -9814983.392599
  nChanged 1451
		SP:Iteration 13Q (4350.750000 sec): 3 clusters
  Score: Raw -9819221.140900 + Penalty 3731.865187 = -9815489.275712
  nChanged 1331
		SP:Iteration 14Q (4350.970000 sec): 3 clusters
  Score: Raw -9819680.192096 + Penalty 3731.865187 = -9815948.326909
  nChanged 1272
		SP:Iteration 15Q (4351.200000 sec): 3 clusters
  Score: Raw -9820122.544788 + Penalty 3731.865187 = -9816390.679601
  nChanged 1233
		SP:Iteration 16Q (4351.420000 sec): 3 clusters
  Score: Raw -9820570.543191 + Penalty 3731.865187 = -9816838.678003
  nChanged 1221
		SP:Iteration 17Q (4351.650000 sec): 3 clusters
  Score: Raw -9821002.411519 + Penalty 3731.865187 = -9817270.546332
  nChanged 1190
		SP:Iteration 18Q (4351.870000 sec): 3 clusters
  Score: Raw -9821397.992386 + Penalty 3731.865187 = -9817666.127199
  nChanged 1038
		SP:Iteration 19Q (4352.090000 sec): 3 clusters
  Score: Raw -9821757.530627 + Penalty 3731.865187 = -9818025.665439
  nChanged 987
		SP:Iteration 20F (4352.340000 sec): 3 clusters
  Score: Raw -9822102.625755 + Penalty 3731.865187 = -9818370.760568
  nChanged 946
		SP:Iteration 21Q (4352.560000 sec): 3 clusters
  Score: Raw -9822440.886982 + Penalty 3731.865187 = -9818709.021795
  nChanged 918
		SP:Iteration 22Q (4352.770000 sec): 3 clusters
  Score: Raw -9822757.384002 + Penalty 3731.865187 = -9819025.518815
  nChanged 819
		SP:Iteration 23Q (4352.990000 sec): 3 clusters
  Score: Raw -9823019.648074 + Penalty 3731.865187 = -9819287.782886
  nChanged 713
		SP:Iteration 24Q (4353.200000 sec): 3 clusters
  Score: Raw -9823240.300779 + Penalty 3731.865187 = -9819508.435592
  nChanged 622
		SP:Iteration 25Q (4353.410000 sec): 3 clusters
  Score: Raw -9823408.861354 + Penalty 3731.865187 = -9819676.996167
  nChanged 550
		SP:Iteration 26Q (4353.620000 sec): 3 clusters
  Score: Raw -9823550.601416 + Penalty 3731.865187 = -9819818.736229
  nChanged 508
		SP:Iteration 27Q (4353.830000 sec): 3 clusters
  Score: Raw -9823685.349066 + Penalty 3731.865187 = -9819953.483879
  nChanged 484
		SP:Iteration 28Q (4354.040000 sec): 3 clusters
  Score: Raw -9823812.144961 + Penalty 3731.865187 = -9820080.279774
  nChanged 452
		SP:Iteration 29Q (4354.250000 sec): 3 clusters
  Score: Raw -9823941.069091 + Penalty 3731.865187 = -9820209.203903
  nChanged 436
		SP:Iteration 30Q (4354.450000 sec): 3 clusters
  Score: Raw -9824091.034501 + Penalty 3731.865187 = -9820359.169313
  nChanged 437
		SP:Iteration 31Q (4354.650000 sec): 3 clusters
  Score: Raw -9824284.326507 + Penalty 3731.865187 = -9820552.461320
  nChanged 465
		SP:Iteration 32Q (4354.850000 sec): 3 clusters
  Score: Raw -9824565.232040 + Penalty 3731.865187 = -9820833.366853
  nChanged 477
		SP:Iteration 33Q (4355.050000 sec): 3 clusters
  Score: Raw -9824973.780429 + Penalty 3731.865187 = -9821241.915241
  nChanged 503
		SP:Iteration 34Q (4355.250000 sec): 3 clusters
  Score: Raw -9825443.352354 + Penalty 3731.865187 = -9821711.487167
  nChanged 530
		SP:Iteration 35Q (4355.450000 sec): 3 clusters
  Score: Raw -9825880.560620 + Penalty 3731.865187 = -9822148.695433
  nChanged 509
		SP:Iteration 36Q (4355.650000 sec): 3 clusters
  Score: Raw -9826149.350830 + Penalty 3731.865187 = -9822417.485642
  nChanged 428
		SP:Iteration 37Q (4355.850000 sec): 3 clusters
  Score: Raw -9826285.152669 + Penalty 3731.865187 = -9822553.287482
  nChanged 318
		SP:Iteration 38Q (4356.040000 sec): 3 clusters
  Score: Raw -9826361.712363 + Penalty 3731.865187 = -9822629.847176
  nChanged 222
		SP:Iteration 39Q (4356.240000 sec): 3 clusters
  Score: Raw -9826406.093259 + Penalty 3731.865187 = -9822674.228072
  nChanged 180
		SP:Iteration 40F (4356.490000 sec): 3 clusters
  Score: Raw -9826433.299328 + Penalty 3731.865187 = -9822701.434141
  nChanged 135
		SP:Iteration 41Q (4356.670000 sec): 3 clusters
  Score: Raw -9826449.552402 + Penalty 3731.865187 = -9822717.687215
  nChanged 97
		SP:Iteration 42Q (4356.860000 sec): 3 clusters
  Score: Raw -9826459.567972 + Penalty 3731.865187 = -9822727.702785
  nChanged 84
		SP:Iteration 43Q (4357.050000 sec): 3 clusters
  Score: Raw -9826466.089778 + Penalty 3731.865187 = -9822734.224591
  nChanged 67
		SP:Iteration 44Q (4357.240000 sec): 3 clusters
  Score: Raw -9826470.955153 + Penalty 3731.865187 = -9822739.089966
  nChanged 48
		SP:Iteration 45Q (4357.430000 sec): 3 clusters
  Score: Raw -9826473.502278 + Penalty 3731.865187 = -9822741.637091
  nChanged 36
		SP:Iteration 46Q (4357.620000 sec): 3 clusters
  Score: Raw -9826475.638695 + Penalty 3731.865187 = -9822743.773508
  nChanged 29
		SP:Iteration 47Q (4357.810000 sec): 3 clusters
  Score: Raw -9826477.225117 + Penalty 3731.865187 = -9822745.359930
  nChanged 25
		SP:Iteration 48Q (4358.000000 sec): 3 clusters
  Score: Raw -9826478.279719 + Penalty 3731.865187 = -9822746.414532
  nChanged 21
		SP:Iteration 49Q (4358.190000 sec): 3 clusters
  Score: Raw -9826479.245940 + Penalty 3731.865187 = -9822747.380753
  nChanged 23
		SP:Iteration 50Q (4358.390000 sec): 3 clusters
  Score: Raw -9826480.363071 + Penalty 3731.865187 = -9822748.497884
  nChanged 21
		SP:Iteration 51Q (4358.580000 sec): 3 clusters
  Score: Raw -9826481.115074 + Penalty 3731.865187 = -9822749.249886
  nChanged 14
		SP:Iteration 52Q (4358.770000 sec): 3 clusters
  Score: Raw -9826481.708363 + Penalty 3731.865187 = -9822749.843175
  nChanged 8
		SP:Iteration 53Q (4358.950000 sec): 3 clusters
  Score: Raw -9826482.069952 + Penalty 3731.865187 = -9822750.204765
  nChanged 10
		SP:Iteration 54Q (4359.150000 sec): 3 clusters
  Score: Raw -9826482.408159 + Penalty 3731.865187 = -9822750.542972
  nChanged 12
		SP:Iteration 55Q (4359.330000 sec): 3 clusters
  Score: Raw -9826483.023476 + Penalty 3731.865187 = -9822751.158289
  nChanged 8
		SP:Iteration 56Q (4359.530000 sec): 3 clusters
  Score: Raw -9826483.265751 + Penalty 3731.865187 = -9822751.400564
  nChanged 4
		SP:Iteration 57Q (4359.720000 sec): 3 clusters
  Score: Raw -9826483.387178 + Penalty 3731.865187 = -9822751.521991
  nChanged 4
		SP:Iteration 58Q (4359.910000 sec): 3 clusters
  Score: Raw -9826483.510687 + Penalty 3731.865187 = -9822751.645499
  nChanged 4
		SP:Iteration 59Q (4360.100000 sec): 3 clusters
  Score: Raw -9826483.679398 + Penalty 3731.865187 = -9822751.814211
  nChanged 8
		SP:Iteration 60F (4360.350000 sec): 3 clusters
  Score: Raw -9826484.243714 + Penalty 3731.865187 = -9822752.378527
  nChanged 11
		SP:Iteration 61Q (4360.540000 sec): 3 clusters
  Score: Raw -9826484.685541 + Penalty 3731.865187 = -9822752.820353
  nChanged 4
		SP:Iteration 62Q (4360.730000 sec): 3 clusters
  Score: Raw -9826484.849612 + Penalty 3731.865187 = -9822752.984425
  nChanged 2
		SP:Iteration 63Q (4360.920000 sec): 3 clusters
  Score: Raw -9826484.913028 + Penalty 3731.865187 = -9822753.047840
  nChanged 4
		SP:Iteration 64Q (4361.110000 sec): 3 clusters
  Score: Raw -9826485.120002 + Penalty 3731.865187 = -9822753.254815
  nChanged 6
		SP:Iteration 65Q (4361.300000 sec): 3 clusters
  Score: Raw -9826485.409554 + Penalty 3731.865187 = -9822753.544366
  nChanged 8
		SP:Iteration 66Q (4361.480000 sec): 3 clusters
  Score: Raw -9826485.715455 + Penalty 3731.865187 = -9822753.850268
  nChanged 2
		SP:Iteration 67Q (4361.670000 sec): 3 clusters
  Score: Raw -9826485.801489 + Penalty 3731.865187 = -9822753.936302
  nChanged 2
		SP:Iteration 68Q (4361.860000 sec): 3 clusters
  Score: Raw -9826485.833573 + Penalty 3731.865187 = -9822753.968386
  nChanged 0
		SP:Iteration 69F (4362.110000 sec): 3 clusters
  Score: Raw -9826485.833573 + Penalty 3731.865187 = -9822753.968386
  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 8.65 GB.

 Trying to split cluster 6 (14715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4362.200000 sec): 2 clusters
  Score: Raw -1274893.105038 + Penalty 1559.451182 = -1273333.653856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4362.230000 sec): 3 clusters
  Score: Raw -1266260.982389 + Penalty 3118.902365 = -1263142.080024
  nChanged 6651
		SP:Iteration 1F (4362.270000 sec): 3 clusters
  Score: Raw -1272079.777451 + Penalty 3118.902365 = -1268960.875087
  nChanged 1993
		SP:Iteration 2F (4362.310000 sec): 3 clusters
  Score: Raw -1276991.662633 + Penalty 3118.902365 = -1273872.760268
  nChanged 1824
		SP:Iteration 3F (4362.340000 sec): 3 clusters
  Score: Raw -1280473.238704 + Penalty 3118.902365 = -1277354.336339
  nChanged 1475
		SP:Iteration 4F (4362.380000 sec): 3 clusters
  Score: Raw -1283187.155997 + Penalty 3118.902365 = -1280068.253633
  nChanged 1210
		SP:Iteration 5F (4362.420000 sec): 3 clusters
  Score: Raw -1285960.374047 + Penalty 3118.902365 = -1282841.471682
  nChanged 824
		SP:Iteration 6F (4362.460000 sec): 3 clusters
  Score: Raw -1287166.324129 + Penalty 3118.902365 = -1284047.421765
  nChanged 464
		SP:Iteration 7Q (4362.490000 sec): 3 clusters
  Score: Raw -1287623.529217 + Penalty 3118.902365 = -1284504.626852
  nChanged 334
		SP:Iteration 8Q (4362.520000 sec): 3 clusters
  Score: Raw -1287970.810609 + Penalty 3118.902365 = -1284851.908245
  nChanged 250
		SP:Iteration 9Q (4362.540000 sec): 3 clusters
  Score: Raw -1288205.970879 + Penalty 3118.902365 = -1285087.068515
  nChanged 212
		SP:Iteration 10Q (4362.580000 sec): 3 clusters
  Score: Raw -1288350.439494 + Penalty 3118.902365 = -1285231.537129
  nChanged 156
		SP:Iteration 11Q (4362.600000 sec): 3 clusters
  Score: Raw -1288432.459411 + Penalty 3118.902365 = -1285313.557046
  nChanged 116
		SP:Iteration 12Q (4362.640000 sec): 3 clusters
  Score: Raw -1288486.874236 + Penalty 3118.902365 = -1285367.971871
  nChanged 105
		SP:Iteration 13Q (4362.660000 sec): 3 clusters
  Score: Raw -1288527.355510 + Penalty 3118.902365 = -1285408.453145
  nChanged 98
		SP:Iteration 14Q (4362.690000 sec): 3 clusters
  Score: Raw -1288568.125241 + Penalty 3118.902365 = -1285449.222876
  nChanged 115
		SP:Iteration 15Q (4362.720000 sec): 3 clusters
  Score: Raw -1288621.998698 + Penalty 3118.902365 = -1285503.096334
  nChanged 123
		SP:Iteration 16Q (4362.750000 sec): 3 clusters
  Score: Raw -1288677.027850 + Penalty 3118.902365 = -1285558.125486
  nChanged 103
		SP:Iteration 17Q (4362.780000 sec): 3 clusters
  Score: Raw -1288717.950286 + Penalty 3118.902365 = -1285599.047922
  nChanged 105
		SP:Iteration 18Q (4362.810000 sec): 3 clusters
  Score: Raw -1288762.463357 + Penalty 3118.902365 = -1285643.560992
  nChanged 102
		SP:Iteration 19Q (4362.840000 sec): 3 clusters
  Score: Raw -1288801.067849 + Penalty 3118.902365 = -1285682.165484
  nChanged 101
		SP:Iteration 20F (4362.880000 sec): 3 clusters
  Score: Raw -1288835.424786 + Penalty 3118.902365 = -1285716.522421
  nChanged 106
		SP:Iteration 21Q (4362.900000 sec): 3 clusters
  Score: Raw -1288875.228469 + Penalty 3118.902365 = -1285756.326105
  nChanged 99
		SP:Iteration 22Q (4362.930000 sec): 3 clusters
  Score: Raw -1288918.696874 + Penalty 3118.902365 = -1285799.794510
  nChanged 109
		SP:Iteration 23Q (4362.960000 sec): 3 clusters
  Score: Raw -1288962.999827 + Penalty 3118.902365 = -1285844.097463
  nChanged 99
		SP:Iteration 24Q (4362.990000 sec): 3 clusters
  Score: Raw -1289009.436687 + Penalty 3118.902365 = -1285890.534322
  nChanged 120
		SP:Iteration 25Q (4363.020000 sec): 3 clusters
  Score: Raw -1289068.724767 + Penalty 3118.902365 = -1285949.822402
  nChanged 111
		SP:Iteration 26Q (4363.050000 sec): 3 clusters
  Score: Raw -1289124.254608 + Penalty 3118.902365 = -1286005.352243
  nChanged 115
		SP:Iteration 27Q (4363.080000 sec): 3 clusters
  Score: Raw -1289197.979217 + Penalty 3118.902365 = -1286079.076853
  nChanged 126
		SP:Iteration 28Q (4363.110000 sec): 3 clusters
  Score: Raw -1289275.882322 + Penalty 3118.902365 = -1286156.979957
  nChanged 105
		SP:Iteration 29Q (4363.140000 sec): 3 clusters
  Score: Raw -1289331.243236 + Penalty 3118.902365 = -1286212.340871
  nChanged 95
		SP:Iteration 30Q (4363.160000 sec): 3 clusters
  Score: Raw -1289375.520329 + Penalty 3118.902365 = -1286256.617965
  nChanged 77
		SP:Iteration 31Q (4363.190000 sec): 3 clusters
  Score: Raw -1289402.033898 + Penalty 3118.902365 = -1286283.131533
  nChanged 44
		SP:Iteration 32Q (4363.220000 sec): 3 clusters
  Score: Raw -1289412.238427 + Penalty 3118.902365 = -1286293.336062
  nChanged 30
		SP:Iteration 33Q (4363.250000 sec): 3 clusters
  Score: Raw -1289416.509853 + Penalty 3118.902365 = -1286297.607488
  nChanged 15
		SP:Iteration 34Q (4363.280000 sec): 3 clusters
  Score: Raw -1289418.832281 + Penalty 3118.902365 = -1286299.929916
  nChanged 18
		SP:Iteration 35Q (4363.310000 sec): 3 clusters
  Score: Raw -1289422.341413 + Penalty 3118.902365 = -1286303.439048
  nChanged 10
		SP:Iteration 36Q (4363.340000 sec): 3 clusters
  Score: Raw -1289423.348744 + Penalty 3118.902365 = -1286304.446379
  nChanged 4
		SP:Iteration 37Q (4363.370000 sec): 3 clusters
  Score: Raw -1289423.816432 + Penalty 3118.902365 = -1286304.914068
  nChanged 4
		SP:Iteration 38Q (4363.400000 sec): 3 clusters
  Score: Raw -1289424.373388 + Penalty 3118.902365 = -1286305.471024
  nChanged 6
		SP:Iteration 39Q (4363.420000 sec): 3 clusters
  Score: Raw -1289425.001879 + Penalty 3118.902365 = -1286306.099514
  nChanged 4
		SP:Iteration 40F (4363.460000 sec): 3 clusters
  Score: Raw -1289425.318392 + Penalty 3118.902365 = -1286306.416028
  nChanged 2
		SP:Iteration 41Q (4363.490000 sec): 3 clusters
  Score: Raw -1289425.502178 + Penalty 3118.902365 = -1286306.599814
  nChanged 0
		SP:Iteration 42F (4363.520000 sec): 3 clusters
  Score: Raw -1289425.502178 + Penalty 3118.902365 = -1286306.599814
  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 8.65 GB.

 Trying to split cluster 7 (44025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4363.660000 sec): 2 clusters
  Score: Raw -3971594.674816 + Penalty 1737.533352 = -3969857.141464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4363.780000 sec): 3 clusters
  Score: Raw -3944053.473953 + Penalty 3475.066703 = -3940578.407250
  nChanged 20770
		SP:Iteration 1F (4363.890000 sec): 3 clusters
  Score: Raw -3959995.095747 + Penalty 3475.066703 = -3956520.029044
  nChanged 4627
		SP:Iteration 2F (4364.010000 sec): 3 clusters
  Score: Raw -3965773.616518 + Penalty 3475.066703 = -3962298.549814
  nChanged 4684
		SP:Iteration 3F (4364.120000 sec): 3 clusters
  Score: Raw -3971679.531146 + Penalty 3475.066703 = -3968204.464443
  nChanged 4077
		SP:Iteration 4F (4364.240000 sec): 3 clusters
  Score: Raw -3976284.249086 + Penalty 3475.066703 = -3972809.182383
  nChanged 3323
		SP:Iteration 5F (4364.350000 sec): 3 clusters
  Score: Raw -3979498.540091 + Penalty 3475.066703 = -3976023.473388
  nChanged 2676
		SP:Iteration 6F (4364.470000 sec): 3 clusters
  Score: Raw -3981954.543031 + Penalty 3475.066703 = -3978479.476328
  nChanged 1943
		SP:Iteration 7Q (4364.580000 sec): 3 clusters
  Score: Raw -3983486.018573 + Penalty 3475.066703 = -3980010.951870
  nChanged 1357
		SP:Iteration 8Q (4364.690000 sec): 3 clusters
  Score: Raw -3984459.685095 + Penalty 3475.066703 = -3980984.618392
  nChanged 1097
		SP:Iteration 9Q (4364.800000 sec): 3 clusters
  Score: Raw -3985189.470215 + Penalty 3475.066703 = -3981714.403512
  nChanged 843
		SP:Iteration 10Q (4364.910000 sec): 3 clusters
  Score: Raw -3985606.226768 + Penalty 3475.066703 = -3982131.160065
  nChanged 664
		SP:Iteration 11Q (4365.010000 sec): 3 clusters
  Score: Raw -3985827.850051 + Penalty 3475.066703 = -3982352.783347
  nChanged 496
		SP:Iteration 12Q (4365.120000 sec): 3 clusters
  Score: Raw -3985979.498845 + Penalty 3475.066703 = -3982504.432141
  nChanged 419
		SP:Iteration 13Q (4365.220000 sec): 3 clusters
  Score: Raw -3986091.493624 + Penalty 3475.066703 = -3982616.426921
  nChanged 358
		SP:Iteration 14Q (4365.330000 sec): 3 clusters
  Score: Raw -3986185.924790 + Penalty 3475.066703 = -3982710.858086
  nChanged 314
		SP:Iteration 15Q (4365.430000 sec): 3 clusters
  Score: Raw -3986264.892134 + Penalty 3475.066703 = -3982789.825431
  nChanged 333
		SP:Iteration 16Q (4365.540000 sec): 3 clusters
  Score: Raw -3986369.791415 + Penalty 3475.066703 = -3982894.724712
  nChanged 366
		SP:Iteration 17Q (4365.640000 sec): 3 clusters
  Score: Raw -3986505.406000 + Penalty 3475.066703 = -3983030.339296
  nChanged 410
		SP:Iteration 18Q (4365.740000 sec): 3 clusters
  Score: Raw -3986673.096546 + Penalty 3475.066703 = -3983198.029843
  nChanged 429
		SP:Iteration 19Q (4365.850000 sec): 3 clusters
  Score: Raw -3986866.008819 + Penalty 3475.066703 = -3983390.942116
  nChanged 468
		SP:Iteration 20F (4365.960000 sec): 3 clusters
  Score: Raw -3987089.456134 + Penalty 3475.066703 = -3983614.389431
  nChanged 505
		SP:Iteration 21Q (4366.070000 sec): 3 clusters
  Score: Raw -3987394.775500 + Penalty 3475.066703 = -3983919.708796
  nChanged 570
		SP:Iteration 22Q (4366.170000 sec): 3 clusters
  Score: Raw -3987780.839835 + Penalty 3475.066703 = -3984305.773132
  nChanged 566
		SP:Iteration 23Q (4366.280000 sec): 3 clusters
  Score: Raw -3988215.356423 + Penalty 3475.066703 = -3984740.289719
  nChanged 578
		SP:Iteration 24Q (4366.380000 sec): 3 clusters
  Score: Raw -3988632.360531 + Penalty 3475.066703 = -3985157.293827
  nChanged 536
		SP:Iteration 25Q (4366.480000 sec): 3 clusters
  Score: Raw -3988908.452016 + Penalty 3475.066703 = -3985433.385312
  nChanged 405
		SP:Iteration 26Q (4366.580000 sec): 3 clusters
  Score: Raw -3989061.175083 + Penalty 3475.066703 = -3985586.108379
  nChanged 290
		SP:Iteration 27Q (4366.680000 sec): 3 clusters
  Score: Raw -3989146.024102 + Penalty 3475.066703 = -3985670.957399
  nChanged 230
		SP:Iteration 28Q (4366.780000 sec): 3 clusters
  Score: Raw -3989210.759518 + Penalty 3475.066703 = -3985735.692815
  nChanged 180
		SP:Iteration 29Q (4366.880000 sec): 3 clusters
  Score: Raw -3989264.592832 + Penalty 3475.066703 = -3985789.526128
  nChanged 147
		SP:Iteration 30Q (4366.980000 sec): 3 clusters
  Score: Raw -3989299.700313 + Penalty 3475.066703 = -3985824.633610
  nChanged 122
		SP:Iteration 31Q (4367.070000 sec): 3 clusters
  Score: Raw -3989328.091952 + Penalty 3475.066703 = -3985853.025249
  nChanged 109
		SP:Iteration 32Q (4367.170000 sec): 3 clusters
  Score: Raw -3989355.951280 + Penalty 3475.066703 = -3985880.884577
  nChanged 107
		SP:Iteration 33Q (4367.270000 sec): 3 clusters
  Score: Raw -3989392.444669 + Penalty 3475.066703 = -3985917.377966
  nChanged 110
		SP:Iteration 34Q (4367.370000 sec): 3 clusters
  Score: Raw -3989443.694313 + Penalty 3475.066703 = -3985968.627610
  nChanged 133
		SP:Iteration 35Q (4367.460000 sec): 3 clusters
  Score: Raw -3989504.374960 + Penalty 3475.066703 = -3986029.308257
  nChanged 136
		SP:Iteration 36Q (4367.560000 sec): 3 clusters
  Score: Raw -3989582.710214 + Penalty 3475.066703 = -3986107.643511
  nChanged 145
		SP:Iteration 37Q (4367.660000 sec): 3 clusters
  Score: Raw -3989649.330989 + Penalty 3475.066703 = -3986174.264286
  nChanged 135
		SP:Iteration 38Q (4367.760000 sec): 3 clusters
  Score: Raw -3989713.025052 + Penalty 3475.066703 = -3986237.958349
  nChanged 137
		SP:Iteration 39Q (4367.860000 sec): 3 clusters
  Score: Raw -3989773.877661 + Penalty 3475.066703 = -3986298.810957
  nChanged 131
		SP:Iteration 40F (4367.970000 sec): 3 clusters
  Score: Raw -3989847.778790 + Penalty 3475.066703 = -3986372.712087
  nChanged 149
		SP:Iteration 41Q (4368.070000 sec): 3 clusters
  Score: Raw -3989934.187806 + Penalty 3475.066703 = -3986459.121103
  nChanged 184
		SP:Iteration 42Q (4368.170000 sec): 3 clusters
  Score: Raw -3990034.085887 + Penalty 3475.066703 = -3986559.019183
  nChanged 199
		SP:Iteration 43Q (4368.270000 sec): 3 clusters
  Score: Raw -3990129.910345 + Penalty 3475.066703 = -3986654.843641
  nChanged 186
		SP:Iteration 44Q (4368.370000 sec): 3 clusters
  Score: Raw -3990219.242464 + Penalty 3475.066703 = -3986744.175760
  nChanged 202
		SP:Iteration 45Q (4368.480000 sec): 3 clusters
  Score: Raw -3990301.784389 + Penalty 3475.066703 = -3986826.717685
  nChanged 177
		SP:Iteration 46Q (4368.580000 sec): 3 clusters
  Score: Raw -3990376.933132 + Penalty 3475.066703 = -3986901.866429
  nChanged 179
		SP:Iteration 47Q (4368.670000 sec): 3 clusters
  Score: Raw -3990463.722518 + Penalty 3475.066703 = -3986988.655815
  nChanged 205
		SP:Iteration 48Q (4368.770000 sec): 3 clusters
  Score: Raw -3990597.885510 + Penalty 3475.066703 = -3987122.818806
  nChanged 240
		SP:Iteration 49Q (4368.860000 sec): 3 clusters
  Score: Raw -3990830.181359 + Penalty 3475.066703 = -3987355.114656
  nChanged 314
		SP:Iteration 50Q (4368.960000 sec): 3 clusters
  Score: Raw -3991221.915982 + Penalty 3475.066703 = -3987746.849278
  nChanged 328
		SP:Iteration 51Q (4369.050000 sec): 3 clusters
  Score: Raw -3991701.363834 + Penalty 3475.066703 = -3988226.297131
  nChanged 333
		SP:Iteration 52Q (4369.150000 sec): 3 clusters
  Score: Raw -3992047.765978 + Penalty 3475.066703 = -3988572.699274
  nChanged 266
		SP:Iteration 53Q (4369.240000 sec): 3 clusters
  Score: Raw -3992171.001022 + Penalty 3475.066703 = -3988695.934318
  nChanged 176
		SP:Iteration 54Q (4369.340000 sec): 3 clusters
  Score: Raw -3992220.005483 + Penalty 3475.066703 = -3988744.938780
  nChanged 112
		SP:Iteration 55Q (4369.430000 sec): 3 clusters
  Score: Raw -3992241.546274 + Penalty 3475.066703 = -3988766.479571
  nChanged 80
		SP:Iteration 56Q (4369.510000 sec): 3 clusters
  Score: Raw -3992250.427859 + Penalty 3475.066703 = -3988775.361155
  nChanged 49
		SP:Iteration 57Q (4369.610000 sec): 3 clusters
  Score: Raw -3992253.979659 + Penalty 3475.066703 = -3988778.912956
  nChanged 31
		SP:Iteration 58Q (4369.690000 sec): 3 clusters
  Score: Raw -3992255.496998 + Penalty 3475.066703 = -3988780.430294
  nChanged 18
		SP:Iteration 59Q (4369.790000 sec): 3 clusters
  Score: Raw -3992256.227742 + Penalty 3475.066703 = -3988781.161039
  nChanged 10
		SP:Iteration 60F (4369.900000 sec): 3 clusters
  Score: Raw -3992258.489520 + Penalty 3475.066703 = -3988783.422816
  nChanged 11
		SP:Iteration 61Q (4369.990000 sec): 3 clusters
  Score: Raw -3992258.916777 + Penalty 3475.066703 = -3988783.850074
  nChanged 7
		SP:Iteration 62Q (4370.080000 sec): 3 clusters
  Score: Raw -3992259.084341 + Penalty 3475.066703 = -3988784.017637
  nChanged 3
		SP:Iteration 63Q (4370.170000 sec): 3 clusters
  Score: Raw -3992259.133599 + Penalty 3475.066703 = -3988784.066895
  nChanged 3
		SP:Iteration 64Q (4370.270000 sec): 3 clusters
  Score: Raw -3992259.195014 + Penalty 3475.066703 = -3988784.128310
  nChanged 3
		SP:Iteration 65Q (4370.360000 sec): 3 clusters
  Score: Raw -3992259.313851 + Penalty 3475.066703 = -3988784.247148
  nChanged 3
		SP:Iteration 66Q (4370.450000 sec): 3 clusters
  Score: Raw -3992259.442434 + Penalty 3475.066703 = -3988784.375731
  nChanged 3
		SP:Iteration 67Q (4370.540000 sec): 3 clusters
  Score: Raw -3992259.524629 + Penalty 3475.066703 = -3988784.457926
  nChanged 6
		SP:Iteration 68Q (4370.630000 sec): 3 clusters
  Score: Raw -3992259.750013 + Penalty 3475.066703 = -3988784.683310
  nChanged 3
		SP:Iteration 69Q (4370.730000 sec): 3 clusters
  Score: Raw -3992259.811244 + Penalty 3475.066703 = -3988784.744541
  nChanged 4
		SP:Iteration 70Q (4370.820000 sec): 3 clusters
  Score: Raw -3992259.933053 + Penalty 3475.066703 = -3988784.866350
  nChanged 4
		SP:Iteration 71Q (4370.910000 sec): 3 clusters
  Score: Raw -3992260.122622 + Penalty 3475.066703 = -3988785.055919
  nChanged 8
		SP:Iteration 72Q (4371.000000 sec): 3 clusters
  Score: Raw -3992260.543399 + Penalty 3475.066703 = -3988785.476696
  nChanged 5
		SP:Iteration 73Q (4371.090000 sec): 3 clusters
  Score: Raw -3992260.738052 + Penalty 3475.066703 = -3988785.671349
  nChanged 2
		SP:Iteration 74Q (4371.180000 sec): 3 clusters
  Score: Raw -3992260.803393 + Penalty 3475.066703 = -3988785.736690
  nChanged 1
		SP:Iteration 75Q (4371.270000 sec): 3 clusters
  Score: Raw -3992260.826539 + Penalty 3475.066703 = -3988785.759836
  nChanged 1
		SP:Iteration 76Q (4371.370000 sec): 3 clusters
  Score: Raw -3992260.836049 + Penalty 3475.066703 = -3988785.769346
  nChanged 0
		SP:Iteration 77F (4371.480000 sec): 3 clusters
  Score: Raw -3992260.836049 + Penalty 3475.066703 = -3988785.769346
  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 8.65 GB.

 Trying to split cluster 8 (70044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4371.670000 sec): 2 clusters
  Score: Raw -6891921.190545 + Penalty 1812.992820 = -6890108.197725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4371.860000 sec): 3 clusters
  Score: Raw -6847052.360327 + Penalty 3625.985641 = -6843426.374686
  nChanged 33279
		SP:Iteration 1F (4372.040000 sec): 3 clusters
  Score: Raw -6870670.089851 + Penalty 3625.985641 = -6867044.104210
  nChanged 6707
		SP:Iteration 2F (4372.230000 sec): 3 clusters
  Score: Raw -6880518.422932 + Penalty 3625.985641 = -6876892.437291
  nChanged 7697
		SP:Iteration 3F (4372.410000 sec): 3 clusters
  Score: Raw -6891823.662254 + Penalty 3625.985641 = -6888197.676613
  nChanged 6299
		SP:Iteration 4F (4372.590000 sec): 3 clusters
  Score: Raw -6898317.015405 + Penalty 3625.985641 = -6894691.029764
  nChanged 4198
		SP:Iteration 5F (4372.770000 sec): 3 clusters
  Score: Raw -6901501.293995 + Penalty 3625.985641 = -6897875.308354
  nChanged 2902
		SP:Iteration 6Q (4372.940000 sec): 3 clusters
  Score: Raw -6903430.833824 + Penalty 3625.985641 = -6899804.848183
  nChanged 2402
		SP:Iteration 7Q (4373.110000 sec): 3 clusters
  Score: Raw -6905027.994206 + Penalty 3625.985641 = -6901402.008565
  nChanged 2437
		SP:Iteration 8Q (4373.270000 sec): 3 clusters
  Score: Raw -6906412.773876 + Penalty 3625.985641 = -6902786.788235
  nChanged 2579
		SP:Iteration 9Q (4373.440000 sec): 3 clusters
  Score: Raw -6907890.185689 + Penalty 3625.985641 = -6904264.200048
  nChanged 2730
		SP:Iteration 10Q (4373.600000 sec): 3 clusters
  Score: Raw -6909700.171190 + Penalty 3625.985641 = -6906074.185549
  nChanged 2874
		SP:Iteration 11Q (4373.760000 sec): 3 clusters
  Score: Raw -6912055.983982 + Penalty 3625.985641 = -6908429.998341
  nChanged 2901
		SP:Iteration 12Q (4373.920000 sec): 3 clusters
  Score: Raw -6914897.173699 + Penalty 3625.985641 = -6911271.188058
  nChanged 2584
		SP:Iteration 13Q (4374.080000 sec): 3 clusters
  Score: Raw -6917422.172501 + Penalty 3625.985641 = -6913796.186860
  nChanged 1833
		SP:Iteration 14Q (4374.240000 sec): 3 clusters
  Score: Raw -6918852.494200 + Penalty 3625.985641 = -6915226.508559
  nChanged 1223
		SP:Iteration 15Q (4374.390000 sec): 3 clusters
  Score: Raw -6919564.825435 + Penalty 3625.985641 = -6915938.839794
  nChanged 818
		SP:Iteration 16Q (4374.530000 sec): 3 clusters
  Score: Raw -6919918.356118 + Penalty 3625.985641 = -6916292.370477
  nChanged 532
		SP:Iteration 17Q (4374.680000 sec): 3 clusters
  Score: Raw -6920083.241892 + Penalty 3625.985641 = -6916457.256252
  nChanged 360
		SP:Iteration 18Q (4374.820000 sec): 3 clusters
  Score: Raw -6920172.146636 + Penalty 3625.985641 = -6916546.160995
  nChanged 264
		SP:Iteration 19Q (4374.960000 sec): 3 clusters
  Score: Raw -6920218.484980 + Penalty 3625.985641 = -6916592.499339
  nChanged 175
		SP:Iteration 20F (4375.140000 sec): 3 clusters
  Score: Raw -6920240.253415 + Penalty 3625.985641 = -6916614.267775
  nChanged 127
		SP:Iteration 21Q (4375.290000 sec): 3 clusters
  Score: Raw -6920251.383882 + Penalty 3625.985641 = -6916625.398241
  nChanged 79
		SP:Iteration 22Q (4375.430000 sec): 3 clusters
  Score: Raw -6920257.748263 + Penalty 3625.985641 = -6916631.762623
  nChanged 52
		SP:Iteration 23Q (4375.570000 sec): 3 clusters
  Score: Raw -6920260.842441 + Penalty 3625.985641 = -6916634.856800
  nChanged 40
		SP:Iteration 24Q (4375.710000 sec): 3 clusters
  Score: Raw -6920262.645987 + Penalty 3625.985641 = -6916636.660346
  nChanged 24
		SP:Iteration 25Q (4375.860000 sec): 3 clusters
  Score: Raw -6920263.395702 + Penalty 3625.985641 = -6916637.410062
  nChanged 15
		SP:Iteration 26Q (4376.000000 sec): 3 clusters
  Score: Raw -6920263.894893 + Penalty 3625.985641 = -6916637.909252
  nChanged 11
		SP:Iteration 27Q (4376.140000 sec): 3 clusters
  Score: Raw -6920264.150272 + Penalty 3625.985641 = -6916638.164631
  nChanged 5
		SP:Iteration 28Q (4376.290000 sec): 3 clusters
  Score: Raw -6920264.245921 + Penalty 3625.985641 = -6916638.260280
  nChanged 5
		SP:Iteration 29Q (4376.430000 sec): 3 clusters
  Score: Raw -6920264.385985 + Penalty 3625.985641 = -6916638.400344
  nChanged 3
		SP:Iteration 30Q (4376.570000 sec): 3 clusters
  Score: Raw -6920264.450340 + Penalty 3625.985641 = -6916638.464699
  nChanged 1
		SP:Iteration 31Q (4376.710000 sec): 3 clusters
  Score: Raw -6920264.455900 + Penalty 3625.985641 = -6916638.470259
  nChanged 0
		SP:Iteration 32F (4376.890000 sec): 3 clusters
  Score: Raw -6920264.455900 + Penalty 3625.985641 = -6916638.470259
  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 8.65 GB.

 Trying to split cluster 10 (1964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4376.950000 sec): 2 clusters
  Score: Raw -180885.610892 + Penalty 1232.195004 = -179653.415887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4376.960000 sec): 3 clusters
  Score: Raw -180300.343223 + Penalty 2464.390009 = -177835.953214
  nChanged 727
		SP:Iteration 1F (4376.970000 sec): 3 clusters
  Score: Raw -181760.087055 + Penalty 2464.390009 = -179295.697046
  nChanged 404
		SP:Iteration 2F (4376.980000 sec): 3 clusters
  Score: Raw -183412.535647 + Penalty 2464.390009 = -180948.145638
  nChanged 225
		SP:Iteration 3F (4376.980000 sec): 3 clusters
  Score: Raw -184132.440951 + Penalty 2464.390009 = -181668.050942
  nChanged 82
		SP:Iteration 4Q (4376.980000 sec): 3 clusters
  Score: Raw -184373.895917 + Penalty 2464.390009 = -181909.505908
  nChanged 24
		SP:Iteration 5Q (4376.990000 sec): 3 clusters
  Score: Raw -184423.980771 + Penalty 2464.390009 = -181959.590762
  nChanged 24
		SP:Iteration 6Q (4376.990000 sec): 3 clusters
  Score: Raw -184563.810983 + Penalty 2464.390009 = -182099.420974
  nChanged 47
		SP:Iteration 7Q (4377.000000 sec): 3 clusters
  Score: Raw -185139.735602 + Penalty 2464.390009 = -182675.345593
  nChanged 27
		SP:Iteration 8Q (4377.000000 sec): 3 clusters
  Score: Raw -185339.774670 + Penalty 2464.390009 = -182875.384661
  nChanged 50
		SP:Iteration 9Q (4377.000000 sec): 3 clusters
  Score: Raw -185850.837951 + Penalty 2464.390009 = -183386.447943
  nChanged 41
		SP:Iteration 10Q (4377.000000 sec): 3 clusters
  Score: Raw -186606.162344 + Penalty 2464.390009 = -184141.772335
  nChanged 9
		SP:Iteration 11Q (4377.010000 sec): 3 clusters
  Score: Raw -186722.866709 + Penalty 2464.390009 = -184258.476700
  nChanged 3
		SP:Iteration 12Q (4377.010000 sec): 3 clusters
  Score: Raw -186727.119575 + Penalty 2464.390009 = -184262.729566
  nChanged 4
		SP:Iteration 13Q (4377.020000 sec): 3 clusters
  Score: Raw -186736.122784 + Penalty 2464.390009 = -184271.732775
  nChanged 3
		SP:Iteration 14Q (4377.020000 sec): 3 clusters
  Score: Raw -186742.602930 + Penalty 2464.390009 = -184278.212921
  nChanged 4
		SP:Iteration 15Q (4377.020000 sec): 3 clusters
  Score: Raw -186747.865211 + Penalty 2464.390009 = -184283.475202
  nChanged 1
		SP:Iteration 16Q (4377.020000 sec): 3 clusters
  Score: Raw -186748.187420 + Penalty 2464.390009 = -184283.797411
  nChanged 0
		SP:Iteration 17F (4377.030000 sec): 3 clusters
  Score: Raw -186748.187420 + Penalty 2464.390009 = -184283.797411
  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 8.65 GB.

 Trying to split cluster 11 (20764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4377.100000 sec): 2 clusters
  Score: Raw -2028061.140095 + Penalty 1615.408600 = -2026445.731495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4377.150000 sec): 3 clusters
  Score: Raw -2015508.844082 + Penalty 3230.817199 = -2012278.026883
  nChanged 9343
		SP:Iteration 1F (4377.200000 sec): 3 clusters
  Score: Raw -2021007.010926 + Penalty 3230.817199 = -2017776.193727
  nChanged 1667
		SP:Iteration 2F (4377.250000 sec): 3 clusters
  Score: Raw -2022248.588211 + Penalty 3230.817199 = -2019017.771012
  nChanged 1930
		SP:Iteration 3F (4377.300000 sec): 3 clusters
  Score: Raw -2024253.111171 + Penalty 3230.817199 = -2021022.293972
  nChanged 2105
		SP:Iteration 4F (4377.360000 sec): 3 clusters
  Score: Raw -2026929.685096 + Penalty 3230.817199 = -2023698.867897
  nChanged 1892
		SP:Iteration 5F (4377.410000 sec): 3 clusters
  Score: Raw -2029768.171171 + Penalty 3230.817199 = -2026537.353972
  nChanged 1505
		SP:Iteration 6F (4377.460000 sec): 3 clusters
  Score: Raw -2031999.671333 + Penalty 3230.817199 = -2028768.854134
  nChanged 1048
		SP:Iteration 7F (4377.520000 sec): 3 clusters
  Score: Raw -2033235.380771 + Penalty 3230.817199 = -2030004.563572
  nChanged 663
		SP:Iteration 8Q (4377.570000 sec): 3 clusters
  Score: Raw -2033780.160436 + Penalty 3230.817199 = -2030549.343237
  nChanged 437
		SP:Iteration 9Q (4377.620000 sec): 3 clusters
  Score: Raw -2033999.063952 + Penalty 3230.817199 = -2030768.246753
  nChanged 276
		SP:Iteration 10Q (4377.670000 sec): 3 clusters
  Score: Raw -2034099.998995 + Penalty 3230.817199 = -2030869.181796
  nChanged 219
		SP:Iteration 11Q (4377.720000 sec): 3 clusters
  Score: Raw -2034161.298279 + Penalty 3230.817199 = -2030930.481080
  nChanged 134
		SP:Iteration 12Q (4377.780000 sec): 3 clusters
  Score: Raw -2034192.029786 + Penalty 3230.817199 = -2030961.212587
  nChanged 111
		SP:Iteration 13Q (4377.820000 sec): 3 clusters
  Score: Raw -2034213.614376 + Penalty 3230.817199 = -2030982.797177
  nChanged 67
		SP:Iteration 14Q (4377.880000 sec): 3 clusters
  Score: Raw -2034223.334636 + Penalty 3230.817199 = -2030992.517437
  nChanged 50
		SP:Iteration 15Q (4377.930000 sec): 3 clusters
  Score: Raw -2034229.829659 + Penalty 3230.817199 = -2030999.012460
  nChanged 52
		SP:Iteration 16Q (4377.980000 sec): 3 clusters
  Score: Raw -2034236.494240 + Penalty 3230.817199 = -2031005.677041
  nChanged 41
		SP:Iteration 17Q (4378.030000 sec): 3 clusters
  Score: Raw -2034241.607006 + Penalty 3230.817199 = -2031010.789807
  nChanged 37
		SP:Iteration 18Q (4378.080000 sec): 3 clusters
  Score: Raw -2034246.209526 + Penalty 3230.817199 = -2031015.392327
  nChanged 35
		SP:Iteration 19Q (4378.140000 sec): 3 clusters
  Score: Raw -2034250.085322 + Penalty 3230.817199 = -2031019.268123
  nChanged 27
		SP:Iteration 20F (4378.190000 sec): 3 clusters
  Score: Raw -2034253.149886 + Penalty 3230.817199 = -2031022.332687
  nChanged 20
		SP:Iteration 21Q (4378.240000 sec): 3 clusters
  Score: Raw -2034254.771892 + Penalty 3230.817199 = -2031023.954693
  nChanged 12
		SP:Iteration 22Q (4378.290000 sec): 3 clusters
  Score: Raw -2034255.963888 + Penalty 3230.817199 = -2031025.146689
  nChanged 17
		SP:Iteration 23Q (4378.340000 sec): 3 clusters
  Score: Raw -2034257.689828 + Penalty 3230.817199 = -2031026.872629
  nChanged 19
		SP:Iteration 24Q (4378.390000 sec): 3 clusters
  Score: Raw -2034259.620263 + Penalty 3230.817199 = -2031028.803064
  nChanged 16
		SP:Iteration 25Q (4378.440000 sec): 3 clusters
  Score: Raw -2034261.006587 + Penalty 3230.817199 = -2031030.189388
  nChanged 8
		SP:Iteration 26Q (4378.490000 sec): 3 clusters
  Score: Raw -2034261.817377 + Penalty 3230.817199 = -2031031.000178
  nChanged 7
		SP:Iteration 27Q (4378.540000 sec): 3 clusters
  Score: Raw -2034262.245971 + Penalty 3230.817199 = -2031031.428772
  nChanged 3
		SP:Iteration 28Q (4378.600000 sec): 3 clusters
  Score: Raw -2034262.369326 + Penalty 3230.817199 = -2031031.552127
  nChanged 1
		SP:Iteration 29Q (4378.640000 sec): 3 clusters
  Score: Raw -2034262.422461 + Penalty 3230.817199 = -2031031.605262
  nChanged 2
		SP:Iteration 30Q (4378.700000 sec): 3 clusters
  Score: Raw -2034262.563505 + Penalty 3230.817199 = -2031031.746306
  nChanged 3
		SP:Iteration 31Q (4378.750000 sec): 3 clusters
  Score: Raw -2034262.816327 + Penalty 3230.817199 = -2031031.999128
  nChanged 2
		SP:Iteration 32Q (4378.800000 sec): 3 clusters
  Score: Raw -2034262.883394 + Penalty 3230.817199 = -2031032.066195
  nChanged 0
		SP:Iteration 33F (4378.850000 sec): 3 clusters
  Score: Raw -2034262.883394 + Penalty 3230.817199 = -2031032.066195
  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 8.65 GB.

 Trying to split cluster 12 (48453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4378.990000 sec): 2 clusters
  Score: Raw -4788284.807782 + Penalty 1753.106799 = -4786531.700982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4379.120000 sec): 3 clusters
  Score: Raw -4757717.862745 + Penalty 3506.213599 = -4754211.649146
  nChanged 22620
		SP:Iteration 1F (4379.240000 sec): 3 clusters
  Score: Raw -4771845.798525 + Penalty 3506.213599 = -4768339.584927
  nChanged 3360
		SP:Iteration 2F (4379.360000 sec): 3 clusters
  Score: Raw -4774607.660244 + Penalty 3506.213599 = -4771101.446645
  nChanged 4268
		SP:Iteration 3F (4379.490000 sec): 3 clusters
  Score: Raw -4779491.795187 + Penalty 3506.213599 = -4775985.581588
  nChanged 4528
		SP:Iteration 4F (4379.610000 sec): 3 clusters
  Score: Raw -4785172.141271 + Penalty 3506.213599 = -4781665.927673
  nChanged 3930
		SP:Iteration 5F (4379.740000 sec): 3 clusters
  Score: Raw -4788661.192929 + Penalty 3506.213599 = -4785154.979330
  nChanged 2892
		SP:Iteration 6F (4379.860000 sec): 3 clusters
  Score: Raw -4790640.866904 + Penalty 3506.213599 = -4787134.653305
  nChanged 1986
		SP:Iteration 7Q (4379.980000 sec): 3 clusters
  Score: Raw -4791749.862713 + Penalty 3506.213599 = -4788243.649114
  nChanged 1387
		SP:Iteration 8Q (4380.090000 sec): 3 clusters
  Score: Raw -4792445.891841 + Penalty 3506.213599 = -4788939.678243
  nChanged 1110
		SP:Iteration 9Q (4380.200000 sec): 3 clusters
  Score: Raw -4793048.461921 + Penalty 3506.213599 = -4789542.248322
  nChanged 1102
		SP:Iteration 10Q (4380.320000 sec): 3 clusters
  Score: Raw -4793796.999357 + Penalty 3506.213599 = -4790290.785758
  nChanged 1229
		SP:Iteration 11Q (4380.430000 sec): 3 clusters
  Score: Raw -4794955.756271 + Penalty 3506.213599 = -4791449.542672
  nChanged 1528
		SP:Iteration 12Q (4380.540000 sec): 3 clusters
  Score: Raw -4797448.076950 + Penalty 3506.213599 = -4793941.863351
  nChanged 1871
		SP:Iteration 13Q (4380.650000 sec): 3 clusters
  Score: Raw -4802917.200117 + Penalty 3506.213599 = -4799410.986518
  nChanged 1535
		SP:Iteration 14Q (4380.750000 sec): 3 clusters
  Score: Raw -4808191.891027 + Penalty 3506.213599 = -4804685.677428
  nChanged 1083
		SP:Iteration 15Q (4380.840000 sec): 3 clusters
  Score: Raw -4812862.409624 + Penalty 3506.213599 = -4809356.196025
  nChanged 725
		SP:Iteration 16Q (4380.930000 sec): 3 clusters
  Score: Raw -4816256.211493 + Penalty 3506.213599 = -4812749.997894
  nChanged 186
		SP:Iteration 17Q (4381.020000 sec): 3 clusters
  Score: Raw -4816437.693843 + Penalty 3506.213599 = -4812931.480244
  nChanged 32
		SP:Iteration 18Q (4381.110000 sec): 3 clusters
  Score: Raw -4816440.288143 + Penalty 3506.213599 = -4812934.074544
  nChanged 3
		SP:Iteration 19Q (4381.200000 sec): 3 clusters
  Score: Raw -4816440.391020 + Penalty 3506.213599 = -4812934.177421
  nChanged 0
		SP:Iteration 20F (4381.320000 sec): 3 clusters
  Score: Raw -4816440.391020 + Penalty 3506.213599 = -4812934.177421
  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 8.65 GB.

 Trying to split cluster 13 (114540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4381.970000 sec): 2 clusters
  Score: Raw -11484406.872651 + Penalty 1892.910400 = -11482513.962251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4382.270000 sec): 3 clusters
  Score: Raw -11409468.390251 + Penalty 3785.820800 = -11405682.569450
  nChanged 54970
		SP:Iteration 1F (4382.560000 sec): 3 clusters
  Score: Raw -11442991.620188 + Penalty 3785.820800 = -11439205.799388
  nChanged 5717
		SP:Iteration 2Q (4382.870000 sec): 3 clusters
  Score: Raw -11446044.346605 + Penalty 3785.820800 = -11442258.525805
  nChanged 7539
		SP:Iteration 3F (4383.170000 sec): 3 clusters
  Score: Raw -11450937.349167 + Penalty 3785.820800 = -11447151.528366
  nChanged 9269
		SP:Iteration 4F (4383.470000 sec): 3 clusters
  Score: Raw -11458067.301922 + Penalty 3785.820800 = -11454281.481122
  nChanged 9923
		SP:Iteration 5F (4383.770000 sec): 3 clusters
  Score: Raw -11466261.960179 + Penalty 3785.820800 = -11462476.139379
  nChanged 8792
		SP:Iteration 6F (4384.070000 sec): 3 clusters
  Score: Raw -11473478.900074 + Penalty 3785.820800 = -11469693.079274
  nChanged 6864
		SP:Iteration 7F (4384.360000 sec): 3 clusters
  Score: Raw -11478572.245307 + Penalty 3785.820800 = -11474786.424507
  nChanged 4996
		SP:Iteration 8Q (4384.660000 sec): 3 clusters
  Score: Raw -11482031.822581 + Penalty 3785.820800 = -11478246.001780
  nChanged 3876
		SP:Iteration 9Q (4384.950000 sec): 3 clusters
  Score: Raw -11484672.638034 + Penalty 3785.820800 = -11480886.817233
  nChanged 3059
		SP:Iteration 10Q (4385.230000 sec): 3 clusters
  Score: Raw -11486691.074982 + Penalty 3785.820800 = -11482905.254182
  nChanged 2278
		SP:Iteration 11Q (4385.520000 sec): 3 clusters
  Score: Raw -11488111.248507 + Penalty 3785.820800 = -11484325.427707
  nChanged 1582
		SP:Iteration 12Q (4385.780000 sec): 3 clusters
  Score: Raw -11488969.762396 + Penalty 3785.820800 = -11485183.941596
  nChanged 1089
		SP:Iteration 13Q (4386.040000 sec): 3 clusters
  Score: Raw -11489452.960620 + Penalty 3785.820800 = -11485667.139820
  nChanged 763
		SP:Iteration 14Q (4386.300000 sec): 3 clusters
  Score: Raw -11489715.645794 + Penalty 3785.820800 = -11485929.824993
  nChanged 526
		SP:Iteration 15Q (4386.550000 sec): 3 clusters
  Score: Raw -11489860.860874 + Penalty 3785.820800 = -11486075.040073
  nChanged 404
		SP:Iteration 16Q (4386.790000 sec): 3 clusters
  Score: Raw -11489952.919535 + Penalty 3785.820800 = -11486167.098735
  nChanged 295
		SP:Iteration 17Q (4387.030000 sec): 3 clusters
  Score: Raw -11490000.890343 + Penalty 3785.820800 = -11486215.069543
  nChanged 199
		SP:Iteration 18Q (4387.260000 sec): 3 clusters
  Score: Raw -11490027.975025 + Penalty 3785.820800 = -11486242.154225
  nChanged 155
		SP:Iteration 19Q (4387.500000 sec): 3 clusters
  Score: Raw -11490045.327331 + Penalty 3785.820800 = -11486259.506530
  nChanged 100
		SP:Iteration 20F (4387.800000 sec): 3 clusters
  Score: Raw -11490057.189376 + Penalty 3785.820800 = -11486271.368575
  nChanged 69
		SP:Iteration 21Q (4388.030000 sec): 3 clusters
  Score: Raw -11490063.247004 + Penalty 3785.820800 = -11486277.426203
  nChanged 55
		SP:Iteration 22Q (4388.270000 sec): 3 clusters
  Score: Raw -11490068.242326 + Penalty 3785.820800 = -11486282.421525
  nChanged 46
		SP:Iteration 23Q (4388.500000 sec): 3 clusters
  Score: Raw -11490072.302661 + Penalty 3785.820800 = -11486286.481861
  nChanged 37
		SP:Iteration 24Q (4388.740000 sec): 3 clusters
  Score: Raw -11490075.338183 + Penalty 3785.820800 = -11486289.517383
  nChanged 33
		SP:Iteration 25Q (4388.980000 sec): 3 clusters
  Score: Raw -11490077.584631 + Penalty 3785.820800 = -11486291.763831
  nChanged 26
		SP:Iteration 26Q (4389.210000 sec): 3 clusters
  Score: Raw -11490079.088157 + Penalty 3785.820800 = -11486293.267356
  nChanged 20
		SP:Iteration 27Q (4389.440000 sec): 3 clusters
  Score: Raw -11490080.295821 + Penalty 3785.820800 = -11486294.475021
  nChanged 20
		SP:Iteration 28Q (4389.680000 sec): 3 clusters
  Score: Raw -11490081.505623 + Penalty 3785.820800 = -11486295.684823
  nChanged 17
		SP:Iteration 29Q (4389.910000 sec): 3 clusters
  Score: Raw -11490082.676402 + Penalty 3785.820800 = -11486296.855601
  nChanged 15
		SP:Iteration 30Q (4390.140000 sec): 3 clusters
  Score: Raw -11490083.637532 + Penalty 3785.820800 = -11486297.816731
  nChanged 13
		SP:Iteration 31Q (4390.380000 sec): 3 clusters
  Score: Raw -11490084.447580 + Penalty 3785.820800 = -11486298.626780
  nChanged 12
		SP:Iteration 32Q (4390.610000 sec): 3 clusters
  Score: Raw -11490085.155274 + Penalty 3785.820800 = -11486299.334473
  nChanged 11
		SP:Iteration 33Q (4390.850000 sec): 3 clusters
  Score: Raw -11490085.617239 + Penalty 3785.820800 = -11486299.796438
  nChanged 4
		SP:Iteration 34Q (4391.080000 sec): 3 clusters
  Score: Raw -11490085.770181 + Penalty 3785.820800 = -11486299.949380
  nChanged 4
		SP:Iteration 35Q (4391.320000 sec): 3 clusters
  Score: Raw -11490085.889341 + Penalty 3785.820800 = -11486300.068541
  nChanged 3
		SP:Iteration 36Q (4391.550000 sec): 3 clusters
  Score: Raw -11490086.026307 + Penalty 3785.820800 = -11486300.205506
  nChanged 3
		SP:Iteration 37Q (4391.780000 sec): 3 clusters
  Score: Raw -11490086.120304 + Penalty 3785.820800 = -11486300.299503
  nChanged 0
		SP:Iteration 38F (4392.080000 sec): 3 clusters
  Score: Raw -11490086.120304 + Penalty 3785.820800 = -11486300.299503
  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 8.65 GB.

 Trying to split cluster 14 (4749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4392.150000 sec): 2 clusters
  Score: Raw -417022.805172 + Penalty 1375.674519 = -415647.130653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4392.170000 sec): 3 clusters
  Score: Raw -414698.153591 + Penalty 2751.349038 = -411946.804552
  nChanged 1946
		SP:Iteration 1F (4392.180000 sec): 3 clusters
  Score: Raw -416533.440899 + Penalty 2751.349038 = -413782.091860
  nChanged 607
		SP:Iteration 2F (4392.190000 sec): 3 clusters
  Score: Raw -417463.408604 + Penalty 2751.349038 = -414712.059565
  nChanged 501
		SP:Iteration 3F (4392.200000 sec): 3 clusters
  Score: Raw -418145.555285 + Penalty 2751.349038 = -415394.206247
  nChanged 360
		SP:Iteration 4F (4392.210000 sec): 3 clusters
  Score: Raw -418695.652188 + Penalty 2751.349038 = -415944.303150
  nChanged 303
		SP:Iteration 5F (4392.230000 sec): 3 clusters
  Score: Raw -419328.513960 + Penalty 2751.349038 = -416577.164922
  nChanged 279
		SP:Iteration 6F (4392.240000 sec): 3 clusters
  Score: Raw -419974.126562 + Penalty 2751.349038 = -417222.777524
  nChanged 235
		SP:Iteration 7Q (4392.250000 sec): 3 clusters
  Score: Raw -420621.474878 + Penalty 2751.349038 = -417870.125839
  nChanged 180
		SP:Iteration 8Q (4392.260000 sec): 3 clusters
  Score: Raw -421109.217614 + Penalty 2751.349038 = -418357.868576
  nChanged 148
		SP:Iteration 9Q (4392.270000 sec): 3 clusters
  Score: Raw -421256.131000 + Penalty 2751.349038 = -418504.781962
  nChanged 126
		SP:Iteration 10Q (4392.280000 sec): 3 clusters
  Score: Raw -421376.791482 + Penalty 2751.349038 = -418625.442443
  nChanged 105
		SP:Iteration 11Q (4392.290000 sec): 3 clusters
  Score: Raw -421483.210969 + Penalty 2751.349038 = -418731.861931
  nChanged 113
		SP:Iteration 12Q (4392.300000 sec): 3 clusters
  Score: Raw -421611.150792 + Penalty 2751.349038 = -418859.801754
  nChanged 107
		SP:Iteration 13Q (4392.310000 sec): 3 clusters
  Score: Raw -421715.581118 + Penalty 2751.349038 = -418964.232080
  nChanged 92
		SP:Iteration 14Q (4392.320000 sec): 3 clusters
  Score: Raw -421781.215483 + Penalty 2751.349038 = -419029.866445
  nChanged 71
		SP:Iteration 15Q (4392.330000 sec): 3 clusters
  Score: Raw -421834.016009 + Penalty 2751.349038 = -419082.666971
  nChanged 70
		SP:Iteration 16Q (4392.340000 sec): 3 clusters
  Score: Raw -421894.700016 + Penalty 2751.349038 = -419143.350978
  nChanged 63
		SP:Iteration 17Q (4392.350000 sec): 3 clusters
  Score: Raw -421945.963688 + Penalty 2751.349038 = -419194.614650
  nChanged 58
		SP:Iteration 18Q (4392.360000 sec): 3 clusters
  Score: Raw -421997.361351 + Penalty 2751.349038 = -419246.012313
  nChanged 33
		SP:Iteration 19Q (4392.370000 sec): 3 clusters
  Score: Raw -422014.169059 + Penalty 2751.349038 = -419262.820020
  nChanged 20
		SP:Iteration 20F (4392.380000 sec): 3 clusters
  Score: Raw -422023.720584 + Penalty 2751.349038 = -419272.371546
  nChanged 26
		SP:Iteration 21Q (4392.390000 sec): 3 clusters
  Score: Raw -422033.950257 + Penalty 2751.349038 = -419282.601218
  nChanged 19
		SP:Iteration 22Q (4392.400000 sec): 3 clusters
  Score: Raw -422038.933027 + Penalty 2751.349038 = -419287.583989
  nChanged 8
		SP:Iteration 23Q (4392.410000 sec): 3 clusters
  Score: Raw -422042.301494 + Penalty 2751.349038 = -419290.952456
  nChanged 7
		SP:Iteration 24Q (4392.420000 sec): 3 clusters
  Score: Raw -422044.478693 + Penalty 2751.349038 = -419293.129654
  nChanged 4
		SP:Iteration 25Q (4392.430000 sec): 3 clusters
  Score: Raw -422045.359270 + Penalty 2751.349038 = -419294.010232
  nChanged 4
		SP:Iteration 26Q (4392.440000 sec): 3 clusters
  Score: Raw -422046.096347 + Penalty 2751.349038 = -419294.747309
  nChanged 1
		SP:Iteration 27Q (4392.450000 sec): 3 clusters
  Score: Raw -422046.354021 + Penalty 2751.349038 = -419295.004983
  nChanged 4
		SP:Iteration 28Q (4392.450000 sec): 3 clusters
  Score: Raw -422046.894264 + Penalty 2751.349038 = -419295.545226
  nChanged 1
		SP:Iteration 29Q (4392.460000 sec): 3 clusters
  Score: Raw -422047.030117 + Penalty 2751.349038 = -419295.681079
  nChanged 1
		SP:Iteration 30Q (4392.470000 sec): 3 clusters
  Score: Raw -422047.367816 + Penalty 2751.349038 = -419296.018778
  nChanged 1
		SP:Iteration 31Q (4392.480000 sec): 3 clusters
  Score: Raw -422047.475799 + Penalty 2751.349038 = -419296.126760
  nChanged 1
		SP:Iteration 32Q (4392.490000 sec): 3 clusters
  Score: Raw -422047.627987 + Penalty 2751.349038 = -419296.278949
  nChanged 0
		SP:Iteration 33F (4392.500000 sec): 3 clusters
  Score: Raw -422047.627987 + Penalty 2751.349038 = -419296.278949
  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 8.65 GB.

 Trying to split cluster 15 (231508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4393.400000 sec): 2 clusters
  Score: Raw -23246733.151655 + Penalty 2007.260078 = -23244725.891577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4394.000000 sec): 3 clusters
  Score: Raw -23093182.652558 + Penalty 4014.520155 = -23089168.132402
  nChanged 112466
		SP:Iteration 1F (4394.600000 sec): 3 clusters
  Score: Raw -23165103.629664 + Penalty 4014.520155 = -23161089.109508
  nChanged 13456
		SP:Iteration 2F (4395.190000 sec): 3 clusters
  Score: Raw -23180086.363601 + Penalty 4014.520155 = -23176071.843446
  nChanged 18547
		SP:Iteration 3F (4395.790000 sec): 3 clusters
  Score: Raw -23215008.775987 + Penalty 4014.520155 = -23210994.255831
  nChanged 23503
		SP:Iteration 4F (4396.390000 sec): 3 clusters
  Score: Raw -23255918.751256 + Penalty 4014.520155 = -23251904.231100
  nChanged 28643
		SP:Iteration 5F (4396.990000 sec): 3 clusters
  Score: Raw -23289773.989500 + Penalty 4014.520155 = -23285759.469345
  nChanged 27193
		SP:Iteration 6F (4397.580000 sec): 3 clusters
  Score: Raw -23324229.431868 + Penalty 4014.520155 = -23320214.911713
  nChanged 19214
		SP:Iteration 7F (4398.170000 sec): 3 clusters
  Score: Raw -23349944.423370 + Penalty 4014.520155 = -23345929.903214
  nChanged 8836
		SP:Iteration 8Q (4398.720000 sec): 3 clusters
  Score: Raw -23368090.396163 + Penalty 4014.520155 = -23364075.876008
  nChanged 3224
		SP:Iteration 9Q (4399.180000 sec): 3 clusters
  Score: Raw -23380149.674057 + Penalty 4014.520155 = -23376135.153902
  nChanged 1500
		SP:Iteration 10Q (4399.590000 sec): 3 clusters
  Score: Raw -23387255.231090 + Penalty 4014.520155 = -23383240.710934
  nChanged 606
		SP:Iteration 11Q (4400.000000 sec): 3 clusters
  Score: Raw -23389151.074186 + Penalty 4014.520155 = -23385136.554031
  nChanged 202
		SP:Iteration 12Q (4400.410000 sec): 3 clusters
  Score: Raw -23389290.151061 + Penalty 4014.520155 = -23385275.630905
  nChanged 68
		SP:Iteration 13Q (4400.830000 sec): 3 clusters
  Score: Raw -23389303.621789 + Penalty 4014.520155 = -23385289.101633
  nChanged 23
		SP:Iteration 14Q (4401.240000 sec): 3 clusters
  Score: Raw -23389305.265409 + Penalty 4014.520155 = -23385290.745254
  nChanged 7
		SP:Iteration 15Q (4401.670000 sec): 3 clusters
  Score: Raw -23389305.451809 + Penalty 4014.520155 = -23385290.931654
  nChanged 3
		SP:Iteration 16Q (4402.080000 sec): 3 clusters
  Score: Raw -23389305.503535 + Penalty 4014.520155 = -23385290.983379
  nChanged 0
		SP:Iteration 17F (4402.670000 sec): 3 clusters
  Score: Raw -23389305.503535 + Penalty 4014.520155 = -23385290.983379
  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 8.65 GB.

 Trying to split cluster 16 (7693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4402.810000 sec): 2 clusters
  Score: Raw -632302.228133 + Penalty 1454.060742 = -630848.167392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4402.830000 sec): 3 clusters
  Score: Raw -628360.122207 + Penalty 2908.121484 = -625452.000723
  nChanged 3427
		SP:Iteration 1F (4402.850000 sec): 3 clusters
  Score: Raw -634411.153376 + Penalty 2908.121484 = -631503.031892
  nChanged 1286
		SP:Iteration 2F (4402.870000 sec): 3 clusters
  Score: Raw -637129.953785 + Penalty 2908.121484 = -634221.832301
  nChanged 598
		SP:Iteration 3F (4402.890000 sec): 3 clusters
  Score: Raw -637852.141780 + Penalty 2908.121484 = -634944.020296
  nChanged 325
		SP:Iteration 4Q (4402.900000 sec): 3 clusters
  Score: Raw -638248.594577 + Penalty 2908.121484 = -635340.473093
  nChanged 214
		SP:Iteration 5Q (4402.920000 sec): 3 clusters
  Score: Raw -638640.361832 + Penalty 2908.121484 = -635732.240348
  nChanged 197
		SP:Iteration 6Q (4402.930000 sec): 3 clusters
  Score: Raw -639132.168874 + Penalty 2908.121484 = -636224.047391
  nChanged 169
		SP:Iteration 7Q (4402.950000 sec): 3 clusters
  Score: Raw -639613.777240 + Penalty 2908.121484 = -636705.655757
  nChanged 130
		SP:Iteration 8Q (4402.970000 sec): 3 clusters
  Score: Raw -639721.622653 + Penalty 2908.121484 = -636813.501169
  nChanged 92
		SP:Iteration 9Q (4402.980000 sec): 3 clusters
  Score: Raw -639762.542551 + Penalty 2908.121484 = -636854.421068
  nChanged 51
		SP:Iteration 10Q (4403.000000 sec): 3 clusters
  Score: Raw -639781.318133 + Penalty 2908.121484 = -636873.196649
  nChanged 43
		SP:Iteration 11Q (4403.020000 sec): 3 clusters
  Score: Raw -639793.147628 + Penalty 2908.121484 = -636885.026144
  nChanged 36
		SP:Iteration 12Q (4403.030000 sec): 3 clusters
  Score: Raw -639802.621457 + Penalty 2908.121484 = -636894.499973
  nChanged 33
		SP:Iteration 13Q (4403.050000 sec): 3 clusters
  Score: Raw -639812.816104 + Penalty 2908.121484 = -636904.694621
  nChanged 25
		SP:Iteration 14Q (4403.070000 sec): 3 clusters
  Score: Raw -639819.022061 + Penalty 2908.121484 = -636910.900577
  nChanged 23
		SP:Iteration 15Q (4403.080000 sec): 3 clusters
  Score: Raw -639825.170769 + Penalty 2908.121484 = -636917.049285
  nChanged 28
		SP:Iteration 16Q (4403.100000 sec): 3 clusters
  Score: Raw -639833.636995 + Penalty 2908.121484 = -636925.515511
  nChanged 28
		SP:Iteration 17Q (4403.110000 sec): 3 clusters
  Score: Raw -639840.712488 + Penalty 2908.121484 = -636932.591004
  nChanged 22
		SP:Iteration 18Q (4403.130000 sec): 3 clusters
  Score: Raw -639845.683276 + Penalty 2908.121484 = -636937.561793
  nChanged 19
		SP:Iteration 19Q (4403.150000 sec): 3 clusters
  Score: Raw -639848.860350 + Penalty 2908.121484 = -636940.738866
  nChanged 13
		SP:Iteration 20F (4403.170000 sec): 3 clusters
  Score: Raw -639884.643502 + Penalty 2908.121484 = -636976.522018
  nChanged 27
		SP:Iteration 21Q (4403.180000 sec): 3 clusters
  Score: Raw -639926.318962 + Penalty 2908.121484 = -637018.197478
  nChanged 38
		SP:Iteration 22Q (4403.200000 sec): 3 clusters
  Score: Raw -639947.422970 + Penalty 2908.121484 = -637039.301487
  nChanged 27
		SP:Iteration 23Q (4403.210000 sec): 3 clusters
  Score: Raw -639969.282429 + Penalty 2908.121484 = -637061.160946
  nChanged 39
		SP:Iteration 24Q (4403.230000 sec): 3 clusters
  Score: Raw -639997.341092 + Penalty 2908.121484 = -637089.219609
  nChanged 35
		SP:Iteration 25Q (4403.250000 sec): 3 clusters
  Score: Raw -640017.342085 + Penalty 2908.121484 = -637109.220601
  nChanged 31
		SP:Iteration 26Q (4403.260000 sec): 3 clusters
  Score: Raw -640031.652048 + Penalty 2908.121484 = -637123.530565
  nChanged 26
		SP:Iteration 27Q (4403.280000 sec): 3 clusters
  Score: Raw -640044.538426 + Penalty 2908.121484 = -637136.416943
  nChanged 22
		SP:Iteration 28Q (4403.290000 sec): 3 clusters
  Score: Raw -640062.528546 + Penalty 2908.121484 = -637154.407062
  nChanged 36
		SP:Iteration 29Q (4403.310000 sec): 3 clusters
  Score: Raw -640082.639849 + Penalty 2908.121484 = -637174.518365
  nChanged 36
		SP:Iteration 30Q (4403.330000 sec): 3 clusters
  Score: Raw -640099.454027 + Penalty 2908.121484 = -637191.332544
  nChanged 28
		SP:Iteration 31Q (4403.340000 sec): 3 clusters
  Score: Raw -640106.229569 + Penalty 2908.121484 = -637198.108085
  nChanged 16
		SP:Iteration 32Q (4403.360000 sec): 3 clusters
  Score: Raw -640118.686107 + Penalty 2908.121484 = -637210.564623
  nChanged 17
		SP:Iteration 33Q (4403.370000 sec): 3 clusters
  Score: Raw -640124.503114 + Penalty 2908.121484 = -637216.381631
  nChanged 24
		SP:Iteration 34Q (4403.390000 sec): 3 clusters
  Score: Raw -640134.099315 + Penalty 2908.121484 = -637225.977831
  nChanged 23
		SP:Iteration 35Q (4403.410000 sec): 3 clusters
  Score: Raw -640140.777226 + Penalty 2908.121484 = -637232.655742
  nChanged 22
		SP:Iteration 36Q (4403.430000 sec): 3 clusters
  Score: Raw -640146.977120 + Penalty 2908.121484 = -637238.855636
  nChanged 23
		SP:Iteration 37Q (4403.440000 sec): 3 clusters
  Score: Raw -640152.828900 + Penalty 2908.121484 = -637244.707416
  nChanged 14
		SP:Iteration 38Q (4403.460000 sec): 3 clusters
  Score: Raw -640154.998911 + Penalty 2908.121484 = -637246.877427
  nChanged 5
		SP:Iteration 39Q (4403.470000 sec): 3 clusters
  Score: Raw -640155.570568 + Penalty 2908.121484 = -637247.449085
  nChanged 4
		SP:Iteration 40F (4403.490000 sec): 3 clusters
  Score: Raw -640156.178410 + Penalty 2908.121484 = -637248.056927
  nChanged 1
		SP:Iteration 41Q (4403.510000 sec): 3 clusters
  Score: Raw -640156.274812 + Penalty 2908.121484 = -637248.153328
  nChanged 1
		SP:Iteration 42Q (4403.530000 sec): 3 clusters
  Score: Raw -640156.351195 + Penalty 2908.121484 = -637248.229711
  nChanged 0
		SP:Iteration 43F (4403.540000 sec): 3 clusters
  Score: Raw -640156.351195 + Penalty 2908.121484 = -637248.229711
  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 8.65 GB.

 Trying to split cluster 17 (14822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4403.590000 sec): 2 clusters
  Score: Raw -1239246.092321 + Penalty 1560.628524 = -1237685.463797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4403.630000 sec): 3 clusters
  Score: Raw -1231089.474385 + Penalty 3121.257049 = -1227968.217336
  nChanged 6667
		SP:Iteration 1F (4403.660000 sec): 3 clusters
  Score: Raw -1241590.252632 + Penalty 3121.257049 = -1238468.995583
  nChanged 2349
		SP:Iteration 2F (4403.700000 sec): 3 clusters
  Score: Raw -1246602.488283 + Penalty 3121.257049 = -1243481.231234
  nChanged 1363
		SP:Iteration 3F (4403.730000 sec): 3 clusters
  Score: Raw -1248671.574380 + Penalty 3121.257049 = -1245550.317331
  nChanged 703
		SP:Iteration 4Q (4403.770000 sec): 3 clusters
  Score: Raw -1249314.593598 + Penalty 3121.257049 = -1246193.336549
  nChanged 405
		SP:Iteration 5Q (4403.800000 sec): 3 clusters
  Score: Raw -1249581.852300 + Penalty 3121.257049 = -1246460.595251
  nChanged 270
		SP:Iteration 6Q (4403.830000 sec): 3 clusters
  Score: Raw -1249726.952474 + Penalty 3121.257049 = -1246605.695425
  nChanged 220
		SP:Iteration 7Q (4403.870000 sec): 3 clusters
  Score: Raw -1249864.200550 + Penalty 3121.257049 = -1246742.943501
  nChanged 213
		SP:Iteration 8Q (4403.900000 sec): 3 clusters
  Score: Raw -1250031.612635 + Penalty 3121.257049 = -1246910.355586
  nChanged 221
		SP:Iteration 9Q (4403.930000 sec): 3 clusters
  Score: Raw -1250252.664070 + Penalty 3121.257049 = -1247131.407021
  nChanged 237
		SP:Iteration 10Q (4403.970000 sec): 3 clusters
  Score: Raw -1250507.259530 + Penalty 3121.257049 = -1247386.002482
  nChanged 221
		SP:Iteration 11Q (4404.000000 sec): 3 clusters
  Score: Raw -1250723.447709 + Penalty 3121.257049 = -1247602.190660
  nChanged 208
		SP:Iteration 12Q (4404.030000 sec): 3 clusters
  Score: Raw -1250847.041598 + Penalty 3121.257049 = -1247725.784549
  nChanged 139
		SP:Iteration 13Q (4404.060000 sec): 3 clusters
  Score: Raw -1250896.935624 + Penalty 3121.257049 = -1247775.678575
  nChanged 91
		SP:Iteration 14Q (4404.090000 sec): 3 clusters
  Score: Raw -1250915.575070 + Penalty 3121.257049 = -1247794.318021
  nChanged 52
		SP:Iteration 15Q (4404.120000 sec): 3 clusters
  Score: Raw -1250923.259875 + Penalty 3121.257049 = -1247802.002826
  nChanged 36
		SP:Iteration 16Q (4404.150000 sec): 3 clusters
  Score: Raw -1250927.825901 + Penalty 3121.257049 = -1247806.568852
  nChanged 33
		SP:Iteration 17Q (4404.190000 sec): 3 clusters
  Score: Raw -1250932.155596 + Penalty 3121.257049 = -1247810.898547
  nChanged 21
		SP:Iteration 18Q (4404.220000 sec): 3 clusters
  Score: Raw -1250935.174154 + Penalty 3121.257049 = -1247813.917105
  nChanged 17
		SP:Iteration 19Q (4404.250000 sec): 3 clusters
  Score: Raw -1250937.015481 + Penalty 3121.257049 = -1247815.758432
  nChanged 17
		SP:Iteration 20F (4404.290000 sec): 3 clusters
  Score: Raw -1250939.441099 + Penalty 3121.257049 = -1247818.184050
  nChanged 13
		SP:Iteration 21Q (4404.320000 sec): 3 clusters
  Score: Raw -1250940.798534 + Penalty 3121.257049 = -1247819.541485
  nChanged 7
		SP:Iteration 22Q (4404.350000 sec): 3 clusters
  Score: Raw -1250941.407641 + Penalty 3121.257049 = -1247820.150592
  nChanged 9
		SP:Iteration 23Q (4404.380000 sec): 3 clusters
  Score: Raw -1250942.191839 + Penalty 3121.257049 = -1247820.934790
  nChanged 6
		SP:Iteration 24Q (4404.410000 sec): 3 clusters
  Score: Raw -1250942.646576 + Penalty 3121.257049 = -1247821.389527
  nChanged 5
		SP:Iteration 25Q (4404.450000 sec): 3 clusters
  Score: Raw -1250942.918069 + Penalty 3121.257049 = -1247821.661020
  nChanged 3
		SP:Iteration 26Q (4404.480000 sec): 3 clusters
  Score: Raw -1250943.061764 + Penalty 3121.257049 = -1247821.804715
  nChanged 0
		SP:Iteration 27F (4404.510000 sec): 3 clusters
  Score: Raw -1250943.061764 + Penalty 3121.257049 = -1247821.804715
  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 8.65 GB.

 Trying to split cluster 18 (33338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4404.610000 sec): 2 clusters
  Score: Raw -3100337.172803 + Penalty 1692.348640 = -3098644.824163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4404.700000 sec): 3 clusters
  Score: Raw -3079803.610167 + Penalty 3384.697279 = -3076418.912888
  nChanged 15590
		SP:Iteration 1F (4404.780000 sec): 3 clusters
  Score: Raw -3097160.974941 + Penalty 3384.697279 = -3093776.277662
  nChanged 4800
		SP:Iteration 2F (4404.870000 sec): 3 clusters
  Score: Raw -3104968.596371 + Penalty 3384.697279 = -3101583.899092
  nChanged 3917
		SP:Iteration 3F (4404.950000 sec): 3 clusters
  Score: Raw -3109274.247807 + Penalty 3384.697279 = -3105889.550528
  nChanged 2173
		SP:Iteration 4F (4405.040000 sec): 3 clusters
  Score: Raw -3110837.379313 + Penalty 3384.697279 = -3107452.682034
  nChanged 1218
		SP:Iteration 5Q (4405.120000 sec): 3 clusters
  Score: Raw -3111488.489111 + Penalty 3384.697279 = -3108103.791832
  nChanged 834
		SP:Iteration 6Q (4405.200000 sec): 3 clusters
  Score: Raw -3111929.858939 + Penalty 3384.697279 = -3108545.161660
  nChanged 699
		SP:Iteration 7Q (4405.280000 sec): 3 clusters
  Score: Raw -3112275.791261 + Penalty 3384.697279 = -3108891.093982
  nChanged 562
		SP:Iteration 8Q (4405.360000 sec): 3 clusters
  Score: Raw -3112509.145836 + Penalty 3384.697279 = -3109124.448557
  nChanged 438
		SP:Iteration 9Q (4405.430000 sec): 3 clusters
  Score: Raw -3112669.265730 + Penalty 3384.697279 = -3109284.568451
  nChanged 346
		SP:Iteration 10Q (4405.510000 sec): 3 clusters
  Score: Raw -3112772.787279 + Penalty 3384.697279 = -3109388.090000
  nChanged 253
		SP:Iteration 11Q (4405.590000 sec): 3 clusters
  Score: Raw -3112827.873412 + Penalty 3384.697279 = -3109443.176133
  nChanged 184
		SP:Iteration 12Q (4405.670000 sec): 3 clusters
  Score: Raw -3112862.553810 + Penalty 3384.697279 = -3109477.856531
  nChanged 138
		SP:Iteration 13Q (4405.740000 sec): 3 clusters
  Score: Raw -3112886.405720 + Penalty 3384.697279 = -3109501.708441
  nChanged 98
		SP:Iteration 14Q (4405.820000 sec): 3 clusters
  Score: Raw -3112901.814024 + Penalty 3384.697279 = -3109517.116745
  nChanged 78
		SP:Iteration 15Q (4405.890000 sec): 3 clusters
  Score: Raw -3112909.612027 + Penalty 3384.697279 = -3109524.914748
  nChanged 50
		SP:Iteration 16Q (4405.970000 sec): 3 clusters
  Score: Raw -3112913.321583 + Penalty 3384.697279 = -3109528.624304
  nChanged 34
		SP:Iteration 17Q (4406.040000 sec): 3 clusters
  Score: Raw -3112916.107654 + Penalty 3384.697279 = -3109531.410375
  nChanged 26
		SP:Iteration 18Q (4406.120000 sec): 3 clusters
  Score: Raw -3112917.877175 + Penalty 3384.697279 = -3109533.179896
  nChanged 13
		SP:Iteration 19Q (4406.190000 sec): 3 clusters
  Score: Raw -3112918.675358 + Penalty 3384.697279 = -3109533.978079
  nChanged 14
		SP:Iteration 20F (4406.270000 sec): 3 clusters
  Score: Raw -3112919.209249 + Penalty 3384.697279 = -3109534.511970
  nChanged 6
		SP:Iteration 21Q (4406.350000 sec): 3 clusters
  Score: Raw -3112919.353331 + Penalty 3384.697279 = -3109534.656052
  nChanged 2
		SP:Iteration 22Q (4406.430000 sec): 3 clusters
  Score: Raw -3112919.432090 + Penalty 3384.697279 = -3109534.734810
  nChanged 5
		SP:Iteration 23Q (4406.510000 sec): 3 clusters
  Score: Raw -3112919.539343 + Penalty 3384.697279 = -3109534.842064
  nChanged 0
		SP:Iteration 24F (4406.590000 sec): 3 clusters
  Score: Raw -3112919.539343 + Penalty 3384.697279 = -3109534.842064
  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 8.65 GB.

 Trying to split cluster 19 (32659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4406.680000 sec): 2 clusters
  Score: Raw -3238230.363998 + Penalty 1689.004809 = -3236541.359189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4406.760000 sec): 3 clusters
  Score: Raw -3218011.802474 + Penalty 3378.009618 = -3214633.792856
  nChanged 14991
		SP:Iteration 1F (4406.850000 sec): 3 clusters
  Score: Raw -3228435.575131 + Penalty 3378.009618 = -3225057.565513
  nChanged 3364
		SP:Iteration 2F (4406.930000 sec): 3 clusters
  Score: Raw -3233268.595461 + Penalty 3378.009618 = -3229890.585843
  nChanged 4106
		SP:Iteration 3F (4407.010000 sec): 3 clusters
  Score: Raw -3239753.329099 + Penalty 3378.009618 = -3236375.319481
  nChanged 3472
		SP:Iteration 4F (4407.100000 sec): 3 clusters
  Score: Raw -3244056.791264 + Penalty 3378.009618 = -3240678.781646
  nChanged 2121
		SP:Iteration 5F (4407.190000 sec): 3 clusters
  Score: Raw -3246006.437132 + Penalty 3378.009618 = -3242628.427514
  nChanged 1242
		SP:Iteration 6Q (4407.270000 sec): 3 clusters
  Score: Raw -3246812.008816 + Penalty 3378.009618 = -3243433.999198
  nChanged 812
		SP:Iteration 7Q (4407.340000 sec): 3 clusters
  Score: Raw -3247393.217616 + Penalty 3378.009618 = -3244015.207998
  nChanged 784
		SP:Iteration 8Q (4407.420000 sec): 3 clusters
  Score: Raw -3248476.809858 + Penalty 3378.009618 = -3245098.800240
  nChanged 967
		SP:Iteration 9Q (4407.500000 sec): 3 clusters
  Score: Raw -3251128.003639 + Penalty 3378.009618 = -3247749.994021
  nChanged 1147
		SP:Iteration 10Q (4407.570000 sec): 3 clusters
  Score: Raw -3255209.309018 + Penalty 3378.009618 = -3251831.299400
  nChanged 1029
		SP:Iteration 11Q (4407.640000 sec): 3 clusters
  Score: Raw -3256517.699525 + Penalty 3378.009618 = -3253139.689907
  nChanged 716
		SP:Iteration 12Q (4407.710000 sec): 3 clusters
  Score: Raw -3256908.487083 + Penalty 3378.009618 = -3253530.477465
  nChanged 441
		SP:Iteration 13Q (4407.780000 sec): 3 clusters
  Score: Raw -3257089.403138 + Penalty 3378.009618 = -3253711.393520
  nChanged 314
		SP:Iteration 14Q (4407.850000 sec): 3 clusters
  Score: Raw -3257184.183701 + Penalty 3378.009618 = -3253806.174083
  nChanged 210
		SP:Iteration 15Q (4407.910000 sec): 3 clusters
  Score: Raw -3257229.548825 + Penalty 3378.009618 = -3253851.539207
  nChanged 168
		SP:Iteration 16Q (4407.980000 sec): 3 clusters
  Score: Raw -3257257.576141 + Penalty 3378.009618 = -3253879.566523
  nChanged 104
		SP:Iteration 17Q (4408.050000 sec): 3 clusters
  Score: Raw -3257275.033891 + Penalty 3378.009618 = -3253897.024273
  nChanged 93
		SP:Iteration 18Q (4408.110000 sec): 3 clusters
  Score: Raw -3257286.662470 + Penalty 3378.009618 = -3253908.652852
  nChanged 71
		SP:Iteration 19Q (4408.180000 sec): 3 clusters
  Score: Raw -3257293.524608 + Penalty 3378.009618 = -3253915.514990
  nChanged 54
		SP:Iteration 20F (4408.270000 sec): 3 clusters
  Score: Raw -3257297.986655 + Penalty 3378.009618 = -3253919.977038
  nChanged 39
		SP:Iteration 21Q (4408.330000 sec): 3 clusters
  Score: Raw -3257300.203246 + Penalty 3378.009618 = -3253922.193628
  nChanged 16
		SP:Iteration 22Q (4408.400000 sec): 3 clusters
  Score: Raw -3257300.683015 + Penalty 3378.009618 = -3253922.673397
  nChanged 8
		SP:Iteration 23Q (4408.470000 sec): 3 clusters
  Score: Raw -3257301.374210 + Penalty 3378.009618 = -3253923.364592
  nChanged 11
		SP:Iteration 24Q (4408.540000 sec): 3 clusters
  Score: Raw -3257301.813035 + Penalty 3378.009618 = -3253923.803417
  nChanged 12
		SP:Iteration 25Q (4408.610000 sec): 3 clusters
  Score: Raw -3257302.271616 + Penalty 3378.009618 = -3253924.261998
  nChanged 11
		SP:Iteration 26Q (4408.680000 sec): 3 clusters
  Score: Raw -3257302.643222 + Penalty 3378.009618 = -3253924.633604
  nChanged 6
		SP:Iteration 27Q (4408.750000 sec): 3 clusters
  Score: Raw -3257302.748007 + Penalty 3378.009618 = -3253924.738389
  nChanged 1
		SP:Iteration 28Q (4408.820000 sec): 3 clusters
  Score: Raw -3257302.768176 + Penalty 3378.009618 = -3253924.758558
  nChanged 2
		SP:Iteration 29Q (4408.890000 sec): 3 clusters
  Score: Raw -3257302.811641 + Penalty 3378.009618 = -3253924.802024
  nChanged 1
		SP:Iteration 30Q (4408.960000 sec): 3 clusters
  Score: Raw -3257302.819939 + Penalty 3378.009618 = -3253924.810321
  nChanged 0
		SP:Iteration 31F (4409.040000 sec): 3 clusters
  Score: Raw -3257302.819939 + Penalty 3378.009618 = -3253924.810321
  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 8.65 GB.

 Trying to split cluster 20 (50675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4409.190000 sec): 2 clusters
  Score: Raw -4627226.251530 + Penalty 1760.393045 = -4625465.858485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4409.310000 sec): 3 clusters
  Score: Raw -4595269.938191 + Penalty 3520.786091 = -4591749.152100
  nChanged 23867
		SP:Iteration 1F (4409.440000 sec): 3 clusters
  Score: Raw -4613955.831906 + Penalty 3520.786091 = -4610435.045815
  nChanged 5190
		SP:Iteration 2F (4409.570000 sec): 3 clusters
  Score: Raw -4620890.002607 + Penalty 3520.786091 = -4617369.216517
  nChanged 5383
		SP:Iteration 3F (4409.700000 sec): 3 clusters
  Score: Raw -4627287.600539 + Penalty 3520.786091 = -4623766.814448
  nChanged 4571
		SP:Iteration 4F (4409.830000 sec): 3 clusters
  Score: Raw -4632234.440683 + Penalty 3520.786091 = -4628713.654592
  nChanged 3356
		SP:Iteration 5F (4409.960000 sec): 3 clusters
  Score: Raw -4635517.167740 + Penalty 3520.786091 = -4631996.381649
  nChanged 2340
		SP:Iteration 6Q (4410.090000 sec): 3 clusters
  Score: Raw -4637781.322511 + Penalty 3520.786091 = -4634260.536420
  nChanged 1809
		SP:Iteration 7Q (4410.210000 sec): 3 clusters
  Score: Raw -4639747.757809 + Penalty 3520.786091 = -4636226.971719
  nChanged 1560
		SP:Iteration 8Q (4410.330000 sec): 3 clusters
  Score: Raw -4642233.516797 + Penalty 3520.786091 = -4638712.730706
  nChanged 1528
		SP:Iteration 9Q (4410.440000 sec): 3 clusters
  Score: Raw -4645592.538926 + Penalty 3520.786091 = -4642071.752836
  nChanged 1420
		SP:Iteration 10Q (4410.550000 sec): 3 clusters
  Score: Raw -4647395.757912 + Penalty 3520.786091 = -4643874.971821
  nChanged 1243
		SP:Iteration 11Q (4410.660000 sec): 3 clusters
  Score: Raw -4648021.256105 + Penalty 3520.786091 = -4644500.470015
  nChanged 907
		SP:Iteration 12Q (4410.770000 sec): 3 clusters
  Score: Raw -4648398.479181 + Penalty 3520.786091 = -4644877.693090
  nChanged 782
		SP:Iteration 13Q (4410.880000 sec): 3 clusters
  Score: Raw -4648727.008217 + Penalty 3520.786091 = -4645206.222127
  nChanged 740
		SP:Iteration 14Q (4410.990000 sec): 3 clusters
  Score: Raw -4649051.328193 + Penalty 3520.786091 = -4645530.542102
  nChanged 788
		SP:Iteration 15Q (4411.100000 sec): 3 clusters
  Score: Raw -4649417.525543 + Penalty 3520.786091 = -4645896.739453
  nChanged 817
		SP:Iteration 16Q (4411.210000 sec): 3 clusters
  Score: Raw -4649799.867178 + Penalty 3520.786091 = -4646279.081088
  nChanged 845
		SP:Iteration 17Q (4411.320000 sec): 3 clusters
  Score: Raw -4650210.203477 + Penalty 3520.786091 = -4646689.417386
  nChanged 875
		SP:Iteration 18Q (4411.430000 sec): 3 clusters
  Score: Raw -4650656.476829 + Penalty 3520.786091 = -4647135.690739
  nChanged 866
		SP:Iteration 19Q (4411.530000 sec): 3 clusters
  Score: Raw -4651152.963714 + Penalty 3520.786091 = -4647632.177623
  nChanged 919
		SP:Iteration 20F (4411.660000 sec): 3 clusters
  Score: Raw -4651828.713638 + Penalty 3520.786091 = -4648307.927547
  nChanged 1041
		SP:Iteration 21Q (4411.770000 sec): 3 clusters
  Score: Raw -4652789.394417 + Penalty 3520.786091 = -4649268.608326
  nChanged 1099
		SP:Iteration 22Q (4411.870000 sec): 3 clusters
  Score: Raw -4654249.757153 + Penalty 3520.786091 = -4650728.971062
  nChanged 1142
		SP:Iteration 23Q (4411.980000 sec): 3 clusters
  Score: Raw -4656193.129043 + Penalty 3520.786091 = -4652672.342952
  nChanged 995
		SP:Iteration 24Q (4412.070000 sec): 3 clusters
  Score: Raw -4657842.623064 + Penalty 3520.786091 = -4654321.836974
  nChanged 651
		SP:Iteration 25Q (4412.170000 sec): 3 clusters
  Score: Raw -4658666.021871 + Penalty 3520.786091 = -4655145.235781
  nChanged 362
		SP:Iteration 26Q (4412.260000 sec): 3 clusters
  Score: Raw -4658950.059043 + Penalty 3520.786091 = -4655429.272953
  nChanged 162
		SP:Iteration 27Q (4412.350000 sec): 3 clusters
  Score: Raw -4659006.831294 + Penalty 3520.786091 = -4655486.045203
  nChanged 81
		SP:Iteration 28Q (4412.450000 sec): 3 clusters
  Score: Raw -4659020.436307 + Penalty 3520.786091 = -4655499.650217
  nChanged 33
		SP:Iteration 29Q (4412.540000 sec): 3 clusters
  Score: Raw -4659023.188624 + Penalty 3520.786091 = -4655502.402533
  nChanged 15
		SP:Iteration 30Q (4412.630000 sec): 3 clusters
  Score: Raw -4659024.106439 + Penalty 3520.786091 = -4655503.320349
  nChanged 4
		SP:Iteration 31Q (4412.720000 sec): 3 clusters
  Score: Raw -4659024.200040 + Penalty 3520.786091 = -4655503.413949
  nChanged 1
		SP:Iteration 32Q (4412.810000 sec): 3 clusters
  Score: Raw -4659024.215698 + Penalty 3520.786091 = -4655503.429608
  nChanged 0
		SP:Iteration 33F (4412.940000 sec): 3 clusters
  Score: Raw -4659025.496872 + Penalty 3520.786091 = -4655504.710781
  nChanged 1
		SP:Iteration 34Q (4413.030000 sec): 3 clusters
  Score: Raw -4659025.629483 + Penalty 3520.786091 = -4655504.843393
  nChanged 0
		SP:Iteration 35F (4413.160000 sec): 3 clusters
  Score: Raw -4659025.629483 + Penalty 3520.786091 = -4655504.843393
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 20F (4445.580000 sec): 39 clusters
  Score: Raw -91654399.194017 + Penalty 85037.309659 = -91569361.884358
  nChanged 31292
Iteration 21Q (4450.970000 sec): 39 clusters
  Score: Raw -91671764.041385 + Penalty 85037.309659 = -91586726.731726
  nChanged 13709
Iteration 22Q (4455.710000 sec): 39 clusters
  Score: Raw -91678299.376360 + Penalty 85037.309659 = -91593262.066702
  nChanged 9507
Iteration 23Q (4460.330000 sec): 39 clusters
  Score: Raw -91681879.038609 + Penalty 85037.309659 = -91596841.728950
  nChanged 7328
Iteration 24Q (4464.840000 sec): 39 clusters
  Score: Raw -91684069.018741 + Penalty 85037.309659 = -91599031.709082
  nChanged 5759
Iteration 25Q (4469.270000 sec): 39 clusters
  Score: Raw -91685570.650357 + Penalty 85037.309659 = -91600533.340698
  nChanged 4832
Iteration 26Q (4473.670000 sec): 39 clusters
  Score: Raw -91686775.615685 + Penalty 85037.309659 = -91601738.306026
  nChanged 4170
Iteration 27Q (4478.080000 sec): 39 clusters
  Score: Raw -91687757.428990 + Penalty 85037.309659 = -91602720.119331
  nChanged 3735
Iteration 28Q (4482.450000 sec): 39 clusters
  Score: Raw -91688720.072821 + Penalty 85037.309659 = -91603682.763162
  nChanged 3388
Iteration 29Q (4486.880000 sec): 39 clusters
  Score: Raw -91689569.338706 + Penalty 85037.309659 = -91604532.029047
  nChanged 3142
Iteration 30Q (4491.210000 sec): 39 clusters
  Score: Raw -91690301.472069 + Penalty 85037.309659 = -91605264.162410
  nChanged 2854
Iteration 31Q (4495.580000 sec): 39 clusters
  Score: Raw -91690990.933563 + Penalty 85037.309659 = -91605953.623904
  nChanged 2698
Iteration 32Q (4499.960000 sec): 39 clusters
  Score: Raw -91691667.996990 + Penalty 85037.309659 = -91606630.687331
  nChanged 2535
Iteration 33Q (4504.370000 sec): 39 clusters
  Score: Raw -91692261.064492 + Penalty 85037.309659 = -91607223.754833
  nChanged 2332
Iteration 34Q (4508.860000 sec): 39 clusters
  Score: Raw -91692719.827235 + Penalty 85037.309659 = -91607682.517576
  nChanged 2167
Iteration 35Q (4513.290000 sec): 39 clusters
  Score: Raw -91693102.691152 + Penalty 85037.309659 = -91608065.381493
  nChanged 1963
Iteration 36Q (4517.740000 sec): 39 clusters
  Score: Raw -91693435.928608 + Penalty 85037.309659 = -91608398.618950
  nChanged 1795
Iteration 37Q (4522.140000 sec): 39 clusters
  Score: Raw -91693747.794391 + Penalty 85037.309659 = -91608710.484732
  nChanged 1777
Iteration 38Q (4526.580000 sec): 39 clusters
  Score: Raw -91694073.307964 + Penalty 85037.309659 = -91609035.998306
  nChanged 1765
Iteration 39Q (4531.050000 sec): 39 clusters
  Score: Raw -91694405.105723 + Penalty 85037.309659 = -91609367.796064
  nChanged 1767
Iteration 40F (4563.620000 sec): 39 clusters
  Score: Raw -91709386.940539 + Penalty 85037.309659 = -91624349.630881
  nChanged 3059
Iteration 41Q (4568.410000 sec): 39 clusters
  Score: Raw -91778892.138509 + Penalty 85037.309659 = -91693854.828850
  nChanged 2821
Iteration 42Q (4573.130000 sec): 39 clusters
  Score: Raw -91779978.513700 + Penalty 85037.309659 = -91694941.204041
  nChanged 2652
Iteration 43Q (4577.940000 sec): 39 clusters
  Score: Raw -91780804.147080 + Penalty 85037.309659 = -91695766.837421
  nChanged 2757
Iteration 44Q (4582.660000 sec): 39 clusters
  Score: Raw -91781608.307305 + Penalty 85037.309659 = -91696570.997646
  nChanged 2773
Iteration 45Q (4587.390000 sec): 39 clusters
  Score: Raw -91782454.802631 + Penalty 85037.309659 = -91697417.492972
  nChanged 2786
Iteration 46Q (4592.100000 sec): 39 clusters
  Score: Raw -91783302.898429 + Penalty 85037.309659 = -91698265.588770
  nChanged 2856
Iteration 47Q (4596.790000 sec): 39 clusters
  Score: Raw -91784211.128242 + Penalty 85037.309659 = -91699173.818584
  nChanged 2723
Iteration 48Q (4601.340000 sec): 39 clusters
  Score: Raw -91785051.648922 + Penalty 85037.309659 = -91700014.339263
  nChanged 2718
Iteration 49Q (4605.830000 sec): 39 clusters
  Score: Raw -91785958.973416 + Penalty 85037.309659 = -91700921.663757
  nChanged 2728
Iteration 50Q (4610.340000 sec): 39 clusters
  Score: Raw -91786899.730120 + Penalty 85037.309659 = -91701862.420461
  nChanged 2717
Iteration 51Q (4614.810000 sec): 39 clusters
  Score: Raw -91787861.508453 + Penalty 85037.309659 = -91702824.198794
  nChanged 2637
Iteration 52Q (4619.290000 sec): 39 clusters
  Score: Raw -91788886.670043 + Penalty 85037.309659 = -91703849.360384
  nChanged 2590
Iteration 53Q (4623.700000 sec): 39 clusters
  Score: Raw -91790009.836259 + Penalty 85037.309659 = -91704972.526600
  nChanged 2514
Iteration 54Q (4628.090000 sec): 39 clusters
  Score: Raw -91791160.966737 + Penalty 85037.309659 = -91706123.657078
  nChanged 2489
Iteration 55Q (4632.500000 sec): 39 clusters
  Score: Raw -91792223.943163 + Penalty 85037.309659 = -91707186.633504
  nChanged 2189
Iteration 56Q (4636.930000 sec): 39 clusters
  Score: Raw -91793039.348589 + Penalty 85037.309659 = -91708002.038930
  nChanged 1955
Iteration 57Q (4641.440000 sec): 39 clusters
  Score: Raw -91793609.734776 + Penalty 85037.309659 = -91708572.425117
  nChanged 1684
Iteration 58Q (4646.050000 sec): 39 clusters
  Score: Raw -91794013.751825 + Penalty 85037.309659 = -91708976.442166
  nChanged 1475
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -91794013.751825 + Penalty 85037.309659 = -91708976.442166
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (22078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4646.270000 sec): 2 clusters
  Score: Raw -2231988.329747 + Penalty 1625.379749 = -2230362.949999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4646.330000 sec): 3 clusters
  Score: Raw -2218529.036174 + Penalty 3250.759498 = -2215278.276676
  nChanged 10113
		SP:Iteration 1F (4646.380000 sec): 3 clusters
  Score: Raw -2224210.933938 + Penalty 3250.759498 = -2220960.174440
  nChanged 1168
		SP:Iteration 2F (4646.440000 sec): 3 clusters
  Score: Raw -2224884.560295 + Penalty 3250.759498 = -2221633.800798
  nChanged 1239
		SP:Iteration 3F (4646.500000 sec): 3 clusters
  Score: Raw -2225736.440396 + Penalty 3250.759498 = -2222485.680898
  nChanged 1338
		SP:Iteration 4F (4646.560000 sec): 3 clusters
  Score: Raw -2226636.359981 + Penalty 3250.759498 = -2223385.600483
  nChanged 1398
		SP:Iteration 5F (4646.620000 sec): 3 clusters
  Score: Raw -2227658.441848 + Penalty 3250.759498 = -2224407.682350
  nChanged 1443
		SP:Iteration 6F (4646.680000 sec): 3 clusters
  Score: Raw -2228811.418537 + Penalty 3250.759498 = -2225560.659039
  nChanged 1347
		SP:Iteration 7F (4646.730000 sec): 3 clusters
  Score: Raw -2229981.132769 + Penalty 3250.759498 = -2226730.373271
  nChanged 1108
		SP:Iteration 8F (4646.790000 sec): 3 clusters
  Score: Raw -2230963.769741 + Penalty 3250.759498 = -2227713.010243
  nChanged 786
		SP:Iteration 9Q (4646.840000 sec): 3 clusters
  Score: Raw -2231623.259362 + Penalty 3250.759498 = -2228372.499864
  nChanged 444
		SP:Iteration 10Q (4646.890000 sec): 3 clusters
  Score: Raw -2231959.647154 + Penalty 3250.759498 = -2228708.887656
  nChanged 287
		SP:Iteration 11Q (4646.940000 sec): 3 clusters
  Score: Raw -2232171.007114 + Penalty 3250.759498 = -2228920.247616
  nChanged 164
		SP:Iteration 12Q (4646.990000 sec): 3 clusters
  Score: Raw -2232279.471853 + Penalty 3250.759498 = -2229028.712355
  nChanged 93
		SP:Iteration 13Q (4647.040000 sec): 3 clusters
  Score: Raw -2232338.440839 + Penalty 3250.759498 = -2229087.681341
  nChanged 63
		SP:Iteration 14Q (4647.080000 sec): 3 clusters
  Score: Raw -2232382.983989 + Penalty 3250.759498 = -2229132.224491
  nChanged 40
		SP:Iteration 15Q (4647.130000 sec): 3 clusters
  Score: Raw -2232405.894637 + Penalty 3250.759498 = -2229155.135139
  nChanged 30
		SP:Iteration 16Q (4647.170000 sec): 3 clusters
  Score: Raw -2232421.891769 + Penalty 3250.759498 = -2229171.132271
  nChanged 28
		SP:Iteration 17Q (4647.220000 sec): 3 clusters
  Score: Raw -2232436.413612 + Penalty 3250.759498 = -2229185.654114
  nChanged 14
		SP:Iteration 18Q (4647.260000 sec): 3 clusters
  Score: Raw -2232445.362932 + Penalty 3250.759498 = -2229194.603434
  nChanged 20
		SP:Iteration 19Q (4647.300000 sec): 3 clusters
  Score: Raw -2232455.365613 + Penalty 3250.759498 = -2229204.606115
  nChanged 12
		SP:Iteration 20F (4647.360000 sec): 3 clusters
  Score: Raw -2232464.114143 + Penalty 3250.759498 = -2229213.354645
  nChanged 11
		SP:Iteration 21Q (4647.400000 sec): 3 clusters
  Score: Raw -2232469.109585 + Penalty 3250.759498 = -2229218.350088
  nChanged 6
		SP:Iteration 22Q (4647.450000 sec): 3 clusters
  Score: Raw -2232472.485867 + Penalty 3250.759498 = -2229221.726369
  nChanged 6
		SP:Iteration 23Q (4647.490000 sec): 3 clusters
  Score: Raw -2232475.661961 + Penalty 3250.759498 = -2229224.902463
  nChanged 5
		SP:Iteration 24Q (4647.540000 sec): 3 clusters
  Score: Raw -2232477.576096 + Penalty 3250.759498 = -2229226.816598
  nChanged 3
		SP:Iteration 25Q (4647.580000 sec): 3 clusters
  Score: Raw -2232478.354256 + Penalty 3250.759498 = -2229227.594758
  nChanged 3
		SP:Iteration 26Q (4647.620000 sec): 3 clusters
  Score: Raw -2232479.417310 + Penalty 3250.759498 = -2229228.657812
  nChanged 1
		SP:Iteration 27Q (4647.660000 sec): 3 clusters
  Score: Raw -2232479.662759 + Penalty 3250.759498 = -2229228.903261
  nChanged 0
		SP:Iteration 28F (4647.720000 sec): 3 clusters
  Score: Raw -2232479.662759 + Penalty 3250.759498 = -2229228.903261
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (1713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4647.740000 sec): 2 clusters
  Score: Raw -160670.054490 + Penalty 1209.975243 = -159460.079247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4647.740000 sec): 3 clusters
  Score: Raw -160012.442962 + Penalty 2419.950487 = -157592.492475
  nChanged 620
		SP:Iteration 1F (4647.750000 sec): 3 clusters
  Score: Raw -160817.822707 + Penalty 2419.950487 = -158397.872221
  nChanged 229
		SP:Iteration 2F (4647.750000 sec): 3 clusters
  Score: Raw -161391.828610 + Penalty 2419.950487 = -158971.878123
  nChanged 205
		SP:Iteration 3F (4647.760000 sec): 3 clusters
  Score: Raw -161835.496267 + Penalty 2419.950487 = -159415.545780
  nChanged 138
		SP:Iteration 4F (4647.760000 sec): 3 clusters
  Score: Raw -162164.716096 + Penalty 2419.950487 = -159744.765609
  nChanged 85
		SP:Iteration 5Q (4647.760000 sec): 3 clusters
  Score: Raw -162332.606064 + Penalty 2419.950487 = -159912.655577
  nChanged 44
		SP:Iteration 6Q (4647.770000 sec): 3 clusters
  Score: Raw -162389.330168 + Penalty 2419.950487 = -159969.379681
  nChanged 16
		SP:Iteration 7Q (4647.770000 sec): 3 clusters
  Score: Raw -162402.718325 + Penalty 2419.950487 = -159982.767838
  nChanged 20
		SP:Iteration 8Q (4647.770000 sec): 3 clusters
  Score: Raw -162420.751094 + Penalty 2419.950487 = -160000.800607
  nChanged 11
		SP:Iteration 9Q (4647.780000 sec): 3 clusters
  Score: Raw -162429.379053 + Penalty 2419.950487 = -160009.428566
  nChanged 7
		SP:Iteration 10Q (4647.780000 sec): 3 clusters
  Score: Raw -162434.342410 + Penalty 2419.950487 = -160014.391923
  nChanged 9
		SP:Iteration 11Q (4647.780000 sec): 3 clusters
  Score: Raw -162441.554390 + Penalty 2419.950487 = -160021.603903
  nChanged 7
		SP:Iteration 12Q (4647.790000 sec): 3 clusters
  Score: Raw -162445.835268 + Penalty 2419.950487 = -160025.884781
  nChanged 8
		SP:Iteration 13Q (4647.790000 sec): 3 clusters
  Score: Raw -162450.498148 + Penalty 2419.950487 = -160030.547661
  nChanged 8
		SP:Iteration 14Q (4647.790000 sec): 3 clusters
  Score: Raw -162455.143054 + Penalty 2419.950487 = -160035.192567
  nChanged 2
		SP:Iteration 15Q (4647.800000 sec): 3 clusters
  Score: Raw -162455.793297 + Penalty 2419.950487 = -160035.842810
  nChanged 2
		SP:Iteration 16Q (4647.800000 sec): 3 clusters
  Score: Raw -162456.947339 + Penalty 2419.950487 = -160036.996852
  nChanged 1
		SP:Iteration 17Q (4647.800000 sec): 3 clusters
  Score: Raw -162457.666268 + Penalty 2419.950487 = -160037.715781
  nChanged 1
		SP:Iteration 18Q (4647.810000 sec): 3 clusters
  Score: Raw -162458.499319 + Penalty 2419.950487 = -160038.548832
  nChanged 2
		SP:Iteration 19Q (4647.810000 sec): 3 clusters
  Score: Raw -162461.783070 + Penalty 2419.950487 = -160041.832583
  nChanged 3
		SP:Iteration 20F (4647.820000 sec): 3 clusters
  Score: Raw -162464.189736 + Penalty 2419.950487 = -160044.239250
  nChanged 1
		SP:Iteration 21Q (4647.820000 sec): 3 clusters
  Score: Raw -162464.917879 + Penalty 2419.950487 = -160044.967392
  nChanged 2
		SP:Iteration 22Q (4647.820000 sec): 3 clusters
  Score: Raw -162465.960239 + Penalty 2419.950487 = -160046.009752
  nChanged 3
		SP:Iteration 23Q (4647.820000 sec): 3 clusters
  Score: Raw -162469.762375 + Penalty 2419.950487 = -160049.811888
  nChanged 4
		SP:Iteration 24Q (4647.830000 sec): 3 clusters
  Score: Raw -162473.455107 + Penalty 2419.950487 = -160053.504620
  nChanged 2
		SP:Iteration 25Q (4647.830000 sec): 3 clusters
  Score: Raw -162475.217245 + Penalty 2419.950487 = -160055.266758
  nChanged 4
		SP:Iteration 26Q (4647.840000 sec): 3 clusters
  Score: Raw -162478.977729 + Penalty 2419.950487 = -160059.027242
  nChanged 6
		SP:Iteration 27Q (4647.840000 sec): 3 clusters
  Score: Raw -162483.899474 + Penalty 2419.950487 = -160063.948987
  nChanged 8
		SP:Iteration 28Q (4647.840000 sec): 3 clusters
  Score: Raw -162490.783640 + Penalty 2419.950487 = -160070.833153
  nChanged 9
		SP:Iteration 29Q (4647.840000 sec): 3 clusters
  Score: Raw -162498.081957 + Penalty 2419.950487 = -160078.131471
  nChanged 5
		SP:Iteration 30Q (4647.850000 sec): 3 clusters
  Score: Raw -162505.075782 + Penalty 2419.950487 = -160085.125295
  nChanged 12
		SP:Iteration 31Q (4647.850000 sec): 3 clusters
  Score: Raw -162522.634900 + Penalty 2419.950487 = -160102.684413
  nChanged 14
		SP:Iteration 32Q (4647.860000 sec): 3 clusters
  Score: Raw -162547.664367 + Penalty 2419.950487 = -160127.713880
  nChanged 14
		SP:Iteration 33Q (4647.860000 sec): 3 clusters
  Score: Raw -162570.886133 + Penalty 2419.950487 = -160150.935646
  nChanged 6
		SP:Iteration 34Q (4647.860000 sec): 3 clusters
  Score: Raw -162579.687678 + Penalty 2419.950487 = -160159.737191
  nChanged 4
		SP:Iteration 35Q (4647.860000 sec): 3 clusters
  Score: Raw -162586.228809 + Penalty 2419.950487 = -160166.278322
  nChanged 5
		SP:Iteration 36Q (4647.870000 sec): 3 clusters
  Score: Raw -162595.715663 + Penalty 2419.950487 = -160175.765176
  nChanged 3
		SP:Iteration 37Q (4647.870000 sec): 3 clusters
  Score: Raw -162601.515787 + Penalty 2419.950487 = -160181.565300
  nChanged 1
		SP:Iteration 38Q (4647.870000 sec): 3 clusters
  Score: Raw -162602.583275 + Penalty 2419.950487 = -160182.632788
  nChanged 0
		SP:Iteration 39F (4647.880000 sec): 3 clusters
  Score: Raw -162602.583275 + Penalty 2419.950487 = -160182.632788
  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 8.65 GB.

 Trying to split cluster 3 (104608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4648.250000 sec): 2 clusters
  Score: Raw -10687640.119373 + Penalty 1878.170988 = -10685761.948386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4648.530000 sec): 3 clusters
  Score: Raw -10619577.389276 + Penalty 3756.341976 = -10615821.047300
  nChanged 50049
		SP:Iteration 1F (4648.800000 sec): 3 clusters
  Score: Raw -10649507.307180 + Penalty 3756.341976 = -10645750.965204
  nChanged 4783
		SP:Iteration 2Q (4649.080000 sec): 3 clusters
  Score: Raw -10651921.431906 + Penalty 3756.341976 = -10648165.089930
  nChanged 5932
		SP:Iteration 3F (4649.360000 sec): 3 clusters
  Score: Raw -10656518.901016 + Penalty 3756.341976 = -10652762.559041
  nChanged 7640
		SP:Iteration 4F (4649.630000 sec): 3 clusters
  Score: Raw -10664416.576662 + Penalty 3756.341976 = -10660660.234687
  nChanged 8759
		SP:Iteration 5F (4649.910000 sec): 3 clusters
  Score: Raw -10674249.482177 + Penalty 3756.341976 = -10670493.140201
  nChanged 8462
		SP:Iteration 6F (4650.180000 sec): 3 clusters
  Score: Raw -10682871.292955 + Penalty 3756.341976 = -10679114.950980
  nChanged 7007
		SP:Iteration 7F (4650.460000 sec): 3 clusters
  Score: Raw -10688610.912751 + Penalty 3756.341976 = -10684854.570775
  nChanged 5310
		SP:Iteration 8F (4650.730000 sec): 3 clusters
  Score: Raw -10692415.226330 + Penalty 3756.341976 = -10688658.884354
  nChanged 4133
		SP:Iteration 9Q (4650.990000 sec): 3 clusters
  Score: Raw -10695109.992433 + Penalty 3756.341976 = -10691353.650457
  nChanged 3316
		SP:Iteration 10Q (4651.240000 sec): 3 clusters
  Score: Raw -10697100.483444 + Penalty 3756.341976 = -10693344.141468
  nChanged 2792
		SP:Iteration 11Q (4651.490000 sec): 3 clusters
  Score: Raw -10698663.256072 + Penalty 3756.341976 = -10694906.914097
  nChanged 2341
		SP:Iteration 12Q (4651.740000 sec): 3 clusters
  Score: Raw -10699814.949507 + Penalty 3756.341976 = -10696058.607532
  nChanged 1944
		SP:Iteration 13Q (4651.990000 sec): 3 clusters
  Score: Raw -10700673.833430 + Penalty 3756.341976 = -10696917.491454
  nChanged 1603
		SP:Iteration 14Q (4652.230000 sec): 3 clusters
  Score: Raw -10701276.617839 + Penalty 3756.341976 = -10697520.275863
  nChanged 1357
		SP:Iteration 15Q (4652.470000 sec): 3 clusters
  Score: Raw -10701694.379930 + Penalty 3756.341976 = -10697938.037954
  nChanged 1105
		SP:Iteration 16Q (4652.720000 sec): 3 clusters
  Score: Raw -10701986.004257 + Penalty 3756.341976 = -10698229.662281
  nChanged 867
		SP:Iteration 17Q (4652.960000 sec): 3 clusters
  Score: Raw -10702169.355517 + Penalty 3756.341976 = -10698413.013541
  nChanged 702
		SP:Iteration 18Q (4653.210000 sec): 3 clusters
  Score: Raw -10702289.511453 + Penalty 3756.341976 = -10698533.169478
  nChanged 579
		SP:Iteration 19Q (4653.450000 sec): 3 clusters
  Score: Raw -10702370.717238 + Penalty 3756.341976 = -10698614.375263
  nChanged 475
		SP:Iteration 20F (4653.730000 sec): 3 clusters
  Score: Raw -10702426.903788 + Penalty 3756.341976 = -10698670.561812
  nChanged 372
		SP:Iteration 21Q (4653.970000 sec): 3 clusters
  Score: Raw -10702464.422970 + Penalty 3756.341976 = -10698708.080994
  nChanged 303
		SP:Iteration 22Q (4654.210000 sec): 3 clusters
  Score: Raw -10702490.944119 + Penalty 3756.341976 = -10698734.602144
  nChanged 242
		SP:Iteration 23Q (4654.460000 sec): 3 clusters
  Score: Raw -10702507.201579 + Penalty 3756.341976 = -10698750.859604
  nChanged 177
		SP:Iteration 24Q (4654.700000 sec): 3 clusters
  Score: Raw -10702515.982374 + Penalty 3756.341976 = -10698759.640398
  nChanged 131
		SP:Iteration 25Q (4654.950000 sec): 3 clusters
  Score: Raw -10702522.566066 + Penalty 3756.341976 = -10698766.224090
  nChanged 118
		SP:Iteration 26Q (4655.190000 sec): 3 clusters
  Score: Raw -10702528.112156 + Penalty 3756.341976 = -10698771.770181
  nChanged 107
		SP:Iteration 27Q (4655.430000 sec): 3 clusters
  Score: Raw -10702532.626372 + Penalty 3756.341976 = -10698776.284396
  nChanged 86
		SP:Iteration 28Q (4655.670000 sec): 3 clusters
  Score: Raw -10702535.488910 + Penalty 3756.341976 = -10698779.146934
  nChanged 83
		SP:Iteration 29Q (4655.910000 sec): 3 clusters
  Score: Raw -10702538.146227 + Penalty 3756.341976 = -10698781.804252
  nChanged 79
		SP:Iteration 30Q (4656.160000 sec): 3 clusters
  Score: Raw -10702540.200826 + Penalty 3756.341976 = -10698783.858850
  nChanged 50
		SP:Iteration 31Q (4656.400000 sec): 3 clusters
  Score: Raw -10702541.260916 + Penalty 3756.341976 = -10698784.918941
  nChanged 46
		SP:Iteration 32Q (4656.650000 sec): 3 clusters
  Score: Raw -10702542.122387 + Penalty 3756.341976 = -10698785.780411
  nChanged 32
		SP:Iteration 33Q (4656.890000 sec): 3 clusters
  Score: Raw -10702542.600132 + Penalty 3756.341976 = -10698786.258156
  nChanged 25
		SP:Iteration 34Q (4657.140000 sec): 3 clusters
  Score: Raw -10702543.016264 + Penalty 3756.341976 = -10698786.674288
  nChanged 29
		SP:Iteration 35Q (4657.390000 sec): 3 clusters
  Score: Raw -10702543.492469 + Penalty 3756.341976 = -10698787.150494
  nChanged 22
		SP:Iteration 36Q (4657.630000 sec): 3 clusters
  Score: Raw -10702543.858691 + Penalty 3756.341976 = -10698787.516716
  nChanged 22
		SP:Iteration 37Q (4657.880000 sec): 3 clusters
  Score: Raw -10702544.291359 + Penalty 3756.341976 = -10698787.949384
  nChanged 21
		SP:Iteration 38Q (4658.130000 sec): 3 clusters
  Score: Raw -10702544.682906 + Penalty 3756.341976 = -10698788.340930
  nChanged 19
		SP:Iteration 39Q (4658.370000 sec): 3 clusters
  Score: Raw -10702544.959345 + Penalty 3756.341976 = -10698788.617369
  nChanged 23
		SP:Iteration 40F (4658.650000 sec): 3 clusters
  Score: Raw -10702545.263852 + Penalty 3756.341976 = -10698788.921876
  nChanged 17
		SP:Iteration 41Q (4658.900000 sec): 3 clusters
  Score: Raw -10702545.519449 + Penalty 3756.341976 = -10698789.177474
  nChanged 17
		SP:Iteration 42Q (4659.160000 sec): 3 clusters
  Score: Raw -10702545.749285 + Penalty 3756.341976 = -10698789.407309
  nChanged 13
		SP:Iteration 43Q (4659.400000 sec): 3 clusters
  Score: Raw -10702545.965661 + Penalty 3756.341976 = -10698789.623686
  nChanged 8
		SP:Iteration 44Q (4659.640000 sec): 3 clusters
  Score: Raw -10702546.104869 + Penalty 3756.341976 = -10698789.762894
  nChanged 11
		SP:Iteration 45Q (4659.880000 sec): 3 clusters
  Score: Raw -10702546.282364 + Penalty 3756.341976 = -10698789.940389
  nChanged 15
		SP:Iteration 46Q (4660.130000 sec): 3 clusters
  Score: Raw -10702546.483234 + Penalty 3756.341976 = -10698790.141259
  nChanged 15
		SP:Iteration 47Q (4660.370000 sec): 3 clusters
  Score: Raw -10702546.658474 + Penalty 3756.341976 = -10698790.316498
  nChanged 13
		SP:Iteration 48Q (4660.610000 sec): 3 clusters
  Score: Raw -10702546.825915 + Penalty 3756.341976 = -10698790.483939
  nChanged 8
		SP:Iteration 49Q (4660.860000 sec): 3 clusters
  Score: Raw -10702546.920630 + Penalty 3756.341976 = -10698790.578654
  nChanged 8
		SP:Iteration 50Q (4661.110000 sec): 3 clusters
  Score: Raw -10702546.998192 + Penalty 3756.341976 = -10698790.656216
  nChanged 2
		SP:Iteration 51Q (4661.360000 sec): 3 clusters
  Score: Raw -10702547.017849 + Penalty 3756.341976 = -10698790.675873
  nChanged 2
		SP:Iteration 52Q (4661.600000 sec): 3 clusters
  Score: Raw -10702547.031184 + Penalty 3756.341976 = -10698790.689208
  nChanged 2
		SP:Iteration 53Q (4661.850000 sec): 3 clusters
  Score: Raw -10702547.042913 + Penalty 3756.341976 = -10698790.700937
  nChanged 1
		SP:Iteration 54Q (4662.090000 sec): 3 clusters
  Score: Raw -10702547.048483 + Penalty 3756.341976 = -10698790.706507
  nChanged 1
		SP:Iteration 55Q (4662.340000 sec): 3 clusters
  Score: Raw -10702547.053333 + Penalty 3756.341976 = -10698790.711357
  nChanged 0
		SP:Iteration 56F (4662.620000 sec): 3 clusters
  Score: Raw -10702547.053333 + Penalty 3756.341976 = -10698790.711357
  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 8.65 GB.

 Trying to split cluster 4 (12700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4662.730000 sec): 2 clusters
  Score: Raw -1307010.058698 + Penalty 1535.520557 = -1305474.538141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4662.750000 sec): 3 clusters
  Score: Raw -1299678.210378 + Penalty 3071.041114 = -1296607.169265
  nChanged 5584
		SP:Iteration 1F (4662.790000 sec): 3 clusters
  Score: Raw -1302749.999266 + Penalty 3071.041114 = -1299678.958152
  nChanged 754
		SP:Iteration 2F (4662.820000 sec): 3 clusters
  Score: Raw -1303119.263778 + Penalty 3071.041114 = -1300048.222665
  nChanged 671
		SP:Iteration 3F (4662.850000 sec): 3 clusters
  Score: Raw -1303432.231882 + Penalty 3071.041114 = -1300361.190769
  nChanged 611
		SP:Iteration 4Q (4662.880000 sec): 3 clusters
  Score: Raw -1303660.718482 + Penalty 3071.041114 = -1300589.677368
  nChanged 500
		SP:Iteration 5Q (4662.910000 sec): 3 clusters
  Score: Raw -1303841.960950 + Penalty 3071.041114 = -1300770.919836
  nChanged 478
		SP:Iteration 6Q (4662.950000 sec): 3 clusters
  Score: Raw -1304027.347566 + Penalty 3071.041114 = -1300956.306452
  nChanged 480
		SP:Iteration 7Q (4662.980000 sec): 3 clusters
  Score: Raw -1304237.133728 + Penalty 3071.041114 = -1301166.092615
  nChanged 525
		SP:Iteration 8Q (4663.010000 sec): 3 clusters
  Score: Raw -1304497.990459 + Penalty 3071.041114 = -1301426.949346
  nChanged 569
		SP:Iteration 9Q (4663.050000 sec): 3 clusters
  Score: Raw -1304809.646502 + Penalty 3071.041114 = -1301738.605388
  nChanged 633
		SP:Iteration 10Q (4663.080000 sec): 3 clusters
  Score: Raw -1305223.723289 + Penalty 3071.041114 = -1302152.682176
  nChanged 631
		SP:Iteration 11Q (4663.110000 sec): 3 clusters
  Score: Raw -1305655.212603 + Penalty 3071.041114 = -1302584.171489
  nChanged 580
		SP:Iteration 12Q (4663.150000 sec): 3 clusters
  Score: Raw -1306067.266585 + Penalty 3071.041114 = -1302996.225472
  nChanged 475
		SP:Iteration 13Q (4663.180000 sec): 3 clusters
  Score: Raw -1306427.321261 + Penalty 3071.041114 = -1303356.280147
  nChanged 369
		SP:Iteration 14Q (4663.210000 sec): 3 clusters
  Score: Raw -1306701.914570 + Penalty 3071.041114 = -1303630.873456
  nChanged 229
		SP:Iteration 15Q (4663.240000 sec): 3 clusters
  Score: Raw -1306883.047975 + Penalty 3071.041114 = -1303812.006862
  nChanged 187
		SP:Iteration 16Q (4663.270000 sec): 3 clusters
  Score: Raw -1307042.699502 + Penalty 3071.041114 = -1303971.658388
  nChanged 126
		SP:Iteration 17Q (4663.290000 sec): 3 clusters
  Score: Raw -1307148.366654 + Penalty 3071.041114 = -1304077.325540
  nChanged 83
		SP:Iteration 18Q (4663.320000 sec): 3 clusters
  Score: Raw -1307236.645634 + Penalty 3071.041114 = -1304165.604521
  nChanged 65
		SP:Iteration 19Q (4663.350000 sec): 3 clusters
  Score: Raw -1307304.548494 + Penalty 3071.041114 = -1304233.507380
  nChanged 46
		SP:Iteration 20F (4663.380000 sec): 3 clusters
  Score: Raw -1307357.059834 + Penalty 3071.041114 = -1304286.018720
  nChanged 42
		SP:Iteration 21Q (4663.410000 sec): 3 clusters
  Score: Raw -1307417.961919 + Penalty 3071.041114 = -1304346.920806
  nChanged 41
		SP:Iteration 22Q (4663.430000 sec): 3 clusters
  Score: Raw -1307497.065172 + Penalty 3071.041114 = -1304426.024058
  nChanged 33
		SP:Iteration 23Q (4663.450000 sec): 3 clusters
  Score: Raw -1307545.151970 + Penalty 3071.041114 = -1304474.110856
  nChanged 30
		SP:Iteration 24Q (4663.480000 sec): 3 clusters
  Score: Raw -1307584.703476 + Penalty 3071.041114 = -1304513.662363
  nChanged 22
		SP:Iteration 25Q (4663.500000 sec): 3 clusters
  Score: Raw -1307610.884418 + Penalty 3071.041114 = -1304539.843305
  nChanged 20
		SP:Iteration 26Q (4663.520000 sec): 3 clusters
  Score: Raw -1307629.277887 + Penalty 3071.041114 = -1304558.236773
  nChanged 13
		SP:Iteration 27Q (4663.550000 sec): 3 clusters
  Score: Raw -1307644.143331 + Penalty 3071.041114 = -1304573.102218
  nChanged 11
		SP:Iteration 28Q (4663.570000 sec): 3 clusters
  Score: Raw -1307655.958231 + Penalty 3071.041114 = -1304584.917117
  nChanged 11
		SP:Iteration 29Q (4663.590000 sec): 3 clusters
  Score: Raw -1307664.849548 + Penalty 3071.041114 = -1304593.808434
  nChanged 9
		SP:Iteration 30Q (4663.610000 sec): 3 clusters
  Score: Raw -1307672.199958 + Penalty 3071.041114 = -1304601.158845
  nChanged 6
		SP:Iteration 31Q (4663.630000 sec): 3 clusters
  Score: Raw -1307678.132366 + Penalty 3071.041114 = -1304607.091252
  nChanged 8
		SP:Iteration 32Q (4663.660000 sec): 3 clusters
  Score: Raw -1307684.130372 + Penalty 3071.041114 = -1304613.089258
  nChanged 7
		SP:Iteration 33Q (4663.680000 sec): 3 clusters
  Score: Raw -1307687.493905 + Penalty 3071.041114 = -1304616.452792
  nChanged 6
		SP:Iteration 34Q (4663.700000 sec): 3 clusters
  Score: Raw -1307692.634045 + Penalty 3071.041114 = -1304621.592932
  nChanged 3
		SP:Iteration 35Q (4663.730000 sec): 3 clusters
  Score: Raw -1307694.487098 + Penalty 3071.041114 = -1304623.445984
  nChanged 2
		SP:Iteration 36Q (4663.750000 sec): 3 clusters
  Score: Raw -1307695.150508 + Penalty 3071.041114 = -1304624.109394
  nChanged 1
		SP:Iteration 37Q (4663.770000 sec): 3 clusters
  Score: Raw -1307695.872808 + Penalty 3071.041114 = -1304624.831695
  nChanged 0
		SP:Iteration 38F (4663.800000 sec): 3 clusters
  Score: Raw -1307695.872808 + Penalty 3071.041114 = -1304624.831695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (87801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4664.090000 sec): 2 clusters
  Score: Raw -8910524.822984 + Penalty 1849.709577 = -8908675.113407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4664.320000 sec): 3 clusters
  Score: Raw -8853406.406521 + Penalty 3699.419155 = -8849706.987366
  nChanged 42048
		SP:Iteration 1F (4664.550000 sec): 3 clusters
  Score: Raw -8877833.026287 + Penalty 3699.419155 = -8874133.607132
  nChanged 3464
		SP:Iteration 2Q (4664.790000 sec): 3 clusters
  Score: Raw -8878950.278863 + Penalty 3699.419155 = -8875250.859708
  nChanged 4119
		SP:Iteration 3Q (4665.020000 sec): 3 clusters
  Score: Raw -8880566.163477 + Penalty 3699.419155 = -8876866.744322
  nChanged 4857
		SP:Iteration 4F (4665.260000 sec): 3 clusters
  Score: Raw -8882895.948083 + Penalty 3699.419155 = -8879196.528928
  nChanged 5552
		SP:Iteration 5F (4665.490000 sec): 3 clusters
  Score: Raw -8885973.751103 + Penalty 3699.419155 = -8882274.331948
  nChanged 5782
		SP:Iteration 6F (4665.710000 sec): 3 clusters
  Score: Raw -8889494.401672 + Penalty 3699.419155 = -8885794.982517
  nChanged 5651
		SP:Iteration 7F (4665.950000 sec): 3 clusters
  Score: Raw -8893129.629624 + Penalty 3699.419155 = -8889430.210469
  nChanged 5202
		SP:Iteration 8F (4666.170000 sec): 3 clusters
  Score: Raw -8896755.477018 + Penalty 3699.419155 = -8893056.057863
  nChanged 4621
		SP:Iteration 9F (4666.410000 sec): 3 clusters
  Score: Raw -8900274.446497 + Penalty 3699.419155 = -8896575.027342
  nChanged 4132
		SP:Iteration 10Q (4666.650000 sec): 3 clusters
  Score: Raw -8903717.175085 + Penalty 3699.419155 = -8900017.755930
  nChanged 3368
		SP:Iteration 11Q (4666.870000 sec): 3 clusters
  Score: Raw -8906655.683206 + Penalty 3699.419155 = -8902956.264051
  nChanged 2264
		SP:Iteration 12Q (4667.080000 sec): 3 clusters
  Score: Raw -8908572.202667 + Penalty 3699.419155 = -8904872.783512
  nChanged 1317
		SP:Iteration 13Q (4667.280000 sec): 3 clusters
  Score: Raw -8909616.762607 + Penalty 3699.419155 = -8905917.343452
  nChanged 720
		SP:Iteration 14Q (4667.470000 sec): 3 clusters
  Score: Raw -8910156.247788 + Penalty 3699.419155 = -8906456.828634
  nChanged 393
		SP:Iteration 15Q (4667.650000 sec): 3 clusters
  Score: Raw -8910458.524878 + Penalty 3699.419155 = -8906759.105723
  nChanged 235
		SP:Iteration 16Q (4667.830000 sec): 3 clusters
  Score: Raw -8910616.836519 + Penalty 3699.419155 = -8906917.417364
  nChanged 147
		SP:Iteration 17Q (4667.990000 sec): 3 clusters
  Score: Raw -8910706.360315 + Penalty 3699.419155 = -8907006.941160
  nChanged 80
		SP:Iteration 18Q (4668.160000 sec): 3 clusters
  Score: Raw -8910745.733001 + Penalty 3699.419155 = -8907046.313846
  nChanged 52
		SP:Iteration 19Q (4668.330000 sec): 3 clusters
  Score: Raw -8910769.677893 + Penalty 3699.419155 = -8907070.258738
  nChanged 30
		SP:Iteration 20F (4668.560000 sec): 3 clusters
  Score: Raw -8910784.360172 + Penalty 3699.419155 = -8907084.941017
  nChanged 33
		SP:Iteration 21Q (4668.720000 sec): 3 clusters
  Score: Raw -8910800.694971 + Penalty 3699.419155 = -8907101.275816
  nChanged 29
		SP:Iteration 22Q (4668.890000 sec): 3 clusters
  Score: Raw -8910813.870023 + Penalty 3699.419155 = -8907114.450868
  nChanged 22
		SP:Iteration 23Q (4669.060000 sec): 3 clusters
  Score: Raw -8910823.554195 + Penalty 3699.419155 = -8907124.135040
  nChanged 18
		SP:Iteration 24Q (4669.220000 sec): 3 clusters
  Score: Raw -8910830.725889 + Penalty 3699.419155 = -8907131.306734
  nChanged 14
		SP:Iteration 25Q (4669.380000 sec): 3 clusters
  Score: Raw -8910836.576932 + Penalty 3699.419155 = -8907137.157777
  nChanged 11
		SP:Iteration 26Q (4669.550000 sec): 3 clusters
  Score: Raw -8910840.523557 + Penalty 3699.419155 = -8907141.104402
  nChanged 5
		SP:Iteration 27Q (4669.720000 sec): 3 clusters
  Score: Raw -8910843.439421 + Penalty 3699.419155 = -8907144.020266
  nChanged 6
		SP:Iteration 28Q (4669.880000 sec): 3 clusters
  Score: Raw -8910845.326722 + Penalty 3699.419155 = -8907145.907567
  nChanged 2
		SP:Iteration 29Q (4670.040000 sec): 3 clusters
  Score: Raw -8910846.120813 + Penalty 3699.419155 = -8907146.701658
  nChanged 3
		SP:Iteration 30Q (4670.200000 sec): 3 clusters
  Score: Raw -8910847.050803 + Penalty 3699.419155 = -8907147.631648
  nChanged 3
		SP:Iteration 31Q (4670.360000 sec): 3 clusters
  Score: Raw -8910848.440736 + Penalty 3699.419155 = -8907149.021581
  nChanged 4
		SP:Iteration 32Q (4670.530000 sec): 3 clusters
  Score: Raw -8910850.426537 + Penalty 3699.419155 = -8907151.007382
  nChanged 3
		SP:Iteration 33Q (4670.690000 sec): 3 clusters
  Score: Raw -8910851.517048 + Penalty 3699.419155 = -8907152.097893
  nChanged 4
		SP:Iteration 34Q (4670.850000 sec): 3 clusters
  Score: Raw -8910852.921041 + Penalty 3699.419155 = -8907153.501886
  nChanged 0
		SP:Iteration 35F (4671.080000 sec): 3 clusters
  Score: Raw -8910852.921041 + Penalty 3699.419155 = -8907153.501886
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (6124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4671.160000 sec): 2 clusters
  Score: Raw -531976.741969 + Penalty 1416.995248 = -530559.746721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4671.170000 sec): 3 clusters
  Score: Raw -528693.535698 + Penalty 2833.990496 = -525859.545202
  nChanged 2565
		SP:Iteration 1F (4671.190000 sec): 3 clusters
  Score: Raw -530459.496860 + Penalty 2833.990496 = -527625.506364
  nChanged 630
		SP:Iteration 2F (4671.200000 sec): 3 clusters
  Score: Raw -531117.837105 + Penalty 2833.990496 = -528283.846609
  nChanged 590
		SP:Iteration 3F (4671.220000 sec): 3 clusters
  Score: Raw -531833.203953 + Penalty 2833.990496 = -528999.213457
  nChanged 541
		SP:Iteration 4F (4671.240000 sec): 3 clusters
  Score: Raw -532586.167232 + Penalty 2833.990496 = -529752.176736
  nChanged 444
		SP:Iteration 5F (4671.250000 sec): 3 clusters
  Score: Raw -533214.910142 + Penalty 2833.990496 = -530380.919646
  nChanged 375
		SP:Iteration 6F (4671.270000 sec): 3 clusters
  Score: Raw -533785.130095 + Penalty 2833.990496 = -530951.139599
  nChanged 336
		SP:Iteration 7F (4671.280000 sec): 3 clusters
  Score: Raw -534450.539134 + Penalty 2833.990496 = -531616.548638
  nChanged 317
		SP:Iteration 8F (4671.300000 sec): 3 clusters
  Score: Raw -535121.889845 + Penalty 2833.990496 = -532287.899349
  nChanged 270
		SP:Iteration 9Q (4671.310000 sec): 3 clusters
  Score: Raw -535550.867348 + Penalty 2833.990496 = -532716.876852
  nChanged 207
		SP:Iteration 10Q (4671.320000 sec): 3 clusters
  Score: Raw -535887.626538 + Penalty 2833.990496 = -533053.636042
  nChanged 171
		SP:Iteration 11Q (4671.340000 sec): 3 clusters
  Score: Raw -536359.247105 + Penalty 2833.990496 = -533525.256609
  nChanged 170
		SP:Iteration 12Q (4671.350000 sec): 3 clusters
  Score: Raw -537579.571312 + Penalty 2833.990496 = -534745.580816
  nChanged 69
		SP:Iteration 13Q (4671.360000 sec): 3 clusters
  Score: Raw -538727.338146 + Penalty 2833.990496 = -535893.347650
  nChanged 32
		SP:Iteration 14Q (4671.370000 sec): 3 clusters
  Score: Raw -538940.590696 + Penalty 2833.990496 = -536106.600200
  nChanged 20
		SP:Iteration 15Q (4671.380000 sec): 3 clusters
  Score: Raw -538959.134780 + Penalty 2833.990496 = -536125.144284
  nChanged 9
		SP:Iteration 16Q (4671.390000 sec): 3 clusters
  Score: Raw -538962.304907 + Penalty 2833.990496 = -536128.314411
  nChanged 1
		SP:Iteration 17Q (4671.400000 sec): 3 clusters
  Score: Raw -538962.634540 + Penalty 2833.990496 = -536128.644044
  nChanged 0
		SP:Iteration 18F (4671.420000 sec): 3 clusters
  Score: Raw -538962.634540 + Penalty 2833.990496 = -536128.644044
  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 8.65 GB.

 Trying to split cluster 7 (8750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4671.450000 sec): 2 clusters
  Score: Raw -802226.479952 + Penalty 1474.981459 = -800751.498492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4671.470000 sec): 3 clusters
  Score: Raw -797303.261328 + Penalty 2949.962918 = -794353.298410
  nChanged 3727
		SP:Iteration 1F (4671.490000 sec): 3 clusters
  Score: Raw -799701.555487 + Penalty 2949.962918 = -796751.592569
  nChanged 882
		SP:Iteration 2F (4671.520000 sec): 3 clusters
  Score: Raw -800668.586461 + Penalty 2949.962918 = -797718.623542
  nChanged 906
		SP:Iteration 3F (4671.540000 sec): 3 clusters
  Score: Raw -801700.785117 + Penalty 2949.962918 = -798750.822199
  nChanged 794
		SP:Iteration 4F (4671.560000 sec): 3 clusters
  Score: Raw -802498.245703 + Penalty 2949.962918 = -799548.282785
  nChanged 601
		SP:Iteration 5F (4671.580000 sec): 3 clusters
  Score: Raw -803018.586338 + Penalty 2949.962918 = -800068.623420
  nChanged 426
		SP:Iteration 6Q (4671.600000 sec): 3 clusters
  Score: Raw -803323.657350 + Penalty 2949.962918 = -800373.694432
  nChanged 322
		SP:Iteration 7Q (4671.620000 sec): 3 clusters
  Score: Raw -803505.020000 + Penalty 2949.962918 = -800555.057081
  nChanged 242
		SP:Iteration 8Q (4671.650000 sec): 3 clusters
  Score: Raw -803641.004051 + Penalty 2949.962918 = -800691.041133
  nChanged 207
		SP:Iteration 9Q (4671.670000 sec): 3 clusters
  Score: Raw -803743.588746 + Penalty 2949.962918 = -800793.625828
  nChanged 170
		SP:Iteration 10Q (4671.690000 sec): 3 clusters
  Score: Raw -803827.838378 + Penalty 2949.962918 = -800877.875459
  nChanged 152
		SP:Iteration 11Q (4671.710000 sec): 3 clusters
  Score: Raw -803901.513110 + Penalty 2949.962918 = -800951.550192
  nChanged 165
		SP:Iteration 12Q (4671.730000 sec): 3 clusters
  Score: Raw -803976.805213 + Penalty 2949.962918 = -801026.842295
  nChanged 151
		SP:Iteration 13Q (4671.750000 sec): 3 clusters
  Score: Raw -804040.827620 + Penalty 2949.962918 = -801090.864701
  nChanged 124
		SP:Iteration 14Q (4671.770000 sec): 3 clusters
  Score: Raw -804091.985123 + Penalty 2949.962918 = -801142.022205
  nChanged 104
		SP:Iteration 15Q (4671.790000 sec): 3 clusters
  Score: Raw -804134.764772 + Penalty 2949.962918 = -801184.801854
  nChanged 95
		SP:Iteration 16Q (4671.810000 sec): 3 clusters
  Score: Raw -804175.606551 + Penalty 2949.962918 = -801225.643632
  nChanged 105
		SP:Iteration 17Q (4671.830000 sec): 3 clusters
  Score: Raw -804226.550587 + Penalty 2949.962918 = -801276.587668
  nChanged 115
		SP:Iteration 18Q (4671.860000 sec): 3 clusters
  Score: Raw -804279.124345 + Penalty 2949.962918 = -801329.161426
  nChanged 86
		SP:Iteration 19Q (4671.880000 sec): 3 clusters
  Score: Raw -804318.589782 + Penalty 2949.962918 = -801368.626864
  nChanged 71
		SP:Iteration 20F (4671.900000 sec): 3 clusters
  Score: Raw -804345.501314 + Penalty 2949.962918 = -801395.538396
  nChanged 59
		SP:Iteration 21Q (4671.920000 sec): 3 clusters
  Score: Raw -804376.756778 + Penalty 2949.962918 = -801426.793859
  nChanged 79
		SP:Iteration 22Q (4671.940000 sec): 3 clusters
  Score: Raw -804410.074463 + Penalty 2949.962918 = -801460.111544
  nChanged 61
		SP:Iteration 23Q (4671.960000 sec): 3 clusters
  Score: Raw -804428.808393 + Penalty 2949.962918 = -801478.845474
  nChanged 56
		SP:Iteration 24Q (4671.980000 sec): 3 clusters
  Score: Raw -804447.875350 + Penalty 2949.962918 = -801497.912431
  nChanged 47
		SP:Iteration 25Q (4672.000000 sec): 3 clusters
  Score: Raw -804469.331842 + Penalty 2949.962918 = -801519.368924
  nChanged 50
		SP:Iteration 26Q (4672.020000 sec): 3 clusters
  Score: Raw -804501.580513 + Penalty 2949.962918 = -801551.617595
  nChanged 69
		SP:Iteration 27Q (4672.040000 sec): 3 clusters
  Score: Raw -804545.410469 + Penalty 2949.962918 = -801595.447551
  nChanged 68
		SP:Iteration 28Q (4672.060000 sec): 3 clusters
  Score: Raw -804578.349570 + Penalty 2949.962918 = -801628.386652
  nChanged 60
		SP:Iteration 29Q (4672.080000 sec): 3 clusters
  Score: Raw -804602.869409 + Penalty 2949.962918 = -801652.906491
  nChanged 63
		SP:Iteration 30Q (4672.100000 sec): 3 clusters
  Score: Raw -804623.451437 + Penalty 2949.962918 = -801673.488519
  nChanged 70
		SP:Iteration 31Q (4672.120000 sec): 3 clusters
  Score: Raw -804646.660462 + Penalty 2949.962918 = -801696.697544
  nChanged 65
		SP:Iteration 32Q (4672.140000 sec): 3 clusters
  Score: Raw -804663.893830 + Penalty 2949.962918 = -801713.930911
  nChanged 40
		SP:Iteration 33Q (4672.160000 sec): 3 clusters
  Score: Raw -804672.196709 + Penalty 2949.962918 = -801722.233791
  nChanged 26
		SP:Iteration 34Q (4672.180000 sec): 3 clusters
  Score: Raw -804676.785205 + Penalty 2949.962918 = -801726.822287
  nChanged 25
		SP:Iteration 35Q (4672.200000 sec): 3 clusters
  Score: Raw -804680.359631 + Penalty 2949.962918 = -801730.396712
  nChanged 20
		SP:Iteration 36Q (4672.220000 sec): 3 clusters
  Score: Raw -804683.664687 + Penalty 2949.962918 = -801733.701769
  nChanged 19
		SP:Iteration 37Q (4672.240000 sec): 3 clusters
  Score: Raw -804687.297586 + Penalty 2949.962918 = -801737.334668
  nChanged 18
		SP:Iteration 38Q (4672.260000 sec): 3 clusters
  Score: Raw -804690.551589 + Penalty 2949.962918 = -801740.588671
  nChanged 18
		SP:Iteration 39Q (4672.280000 sec): 3 clusters
  Score: Raw -804692.843669 + Penalty 2949.962918 = -801742.880751
  nChanged 15
		SP:Iteration 40F (4672.300000 sec): 3 clusters
  Score: Raw -804695.223004 + Penalty 2949.962918 = -801745.260086
  nChanged 20
		SP:Iteration 41Q (4672.320000 sec): 3 clusters
  Score: Raw -804699.432943 + Penalty 2949.962918 = -801749.470025
  nChanged 25
		SP:Iteration 42Q (4672.340000 sec): 3 clusters
  Score: Raw -804705.025866 + Penalty 2949.962918 = -801755.062947
  nChanged 22
		SP:Iteration 43Q (4672.360000 sec): 3 clusters
  Score: Raw -804709.831392 + Penalty 2949.962918 = -801759.868474
  nChanged 22
		SP:Iteration 44Q (4672.380000 sec): 3 clusters
  Score: Raw -804714.758895 + Penalty 2949.962918 = -801764.795977
  nChanged 24
		SP:Iteration 45Q (4672.400000 sec): 3 clusters
  Score: Raw -804721.643181 + Penalty 2949.962918 = -801771.680263
  nChanged 31
		SP:Iteration 46Q (4672.420000 sec): 3 clusters
  Score: Raw -804728.896294 + Penalty 2949.962918 = -801778.933376
  nChanged 33
		SP:Iteration 47Q (4672.440000 sec): 3 clusters
  Score: Raw -804738.169349 + Penalty 2949.962918 = -801788.206431
  nChanged 38
		SP:Iteration 48Q (4672.460000 sec): 3 clusters
  Score: Raw -804750.972499 + Penalty 2949.962918 = -801801.009580
  nChanged 40
		SP:Iteration 49Q (4672.480000 sec): 3 clusters
  Score: Raw -804767.386458 + Penalty 2949.962918 = -801817.423540
  nChanged 50
		SP:Iteration 50Q (4672.500000 sec): 3 clusters
  Score: Raw -804792.290629 + Penalty 2949.962918 = -801842.327710
  nChanged 58
		SP:Iteration 51Q (4672.520000 sec): 3 clusters
  Score: Raw -804817.008490 + Penalty 2949.962918 = -801867.045572
  nChanged 60
		SP:Iteration 52Q (4672.540000 sec): 3 clusters
  Score: Raw -804836.401180 + Penalty 2949.962918 = -801886.438262
  nChanged 58
		SP:Iteration 53Q (4672.560000 sec): 3 clusters
  Score: Raw -804853.587568 + Penalty 2949.962918 = -801903.624650
  nChanged 56
		SP:Iteration 54Q (4672.580000 sec): 3 clusters
  Score: Raw -804869.379077 + Penalty 2949.962918 = -801919.416158
  nChanged 42
		SP:Iteration 55Q (4672.600000 sec): 3 clusters
  Score: Raw -804878.046054 + Penalty 2949.962918 = -801928.083136
  nChanged 34
		SP:Iteration 56Q (4672.620000 sec): 3 clusters
  Score: Raw -804885.036031 + Penalty 2949.962918 = -801935.073113
  nChanged 25
		SP:Iteration 57Q (4672.640000 sec): 3 clusters
  Score: Raw -804890.862712 + Penalty 2949.962918 = -801940.899793
  nChanged 28
		SP:Iteration 58Q (4672.660000 sec): 3 clusters
  Score: Raw -804896.582845 + Penalty 2949.962918 = -801946.619927
  nChanged 21
		SP:Iteration 59Q (4672.670000 sec): 3 clusters
  Score: Raw -804900.064750 + Penalty 2949.962918 = -801950.101832
  nChanged 17
		SP:Iteration 60F (4672.700000 sec): 3 clusters
  Score: Raw -804902.334114 + Penalty 2949.962918 = -801952.371196
  nChanged 11
		SP:Iteration 61Q (4672.720000 sec): 3 clusters
  Score: Raw -804903.649725 + Penalty 2949.962918 = -801953.686807
  nChanged 9
		SP:Iteration 62Q (4672.740000 sec): 3 clusters
  Score: Raw -804904.445273 + Penalty 2949.962918 = -801954.482355
  nChanged 4
		SP:Iteration 63Q (4672.760000 sec): 3 clusters
  Score: Raw -804904.933394 + Penalty 2949.962918 = -801954.970476
  nChanged 2
		SP:Iteration 64Q (4672.780000 sec): 3 clusters
  Score: Raw -804905.110675 + Penalty 2949.962918 = -801955.147757
  nChanged 0
		SP:Iteration 65F (4672.800000 sec): 3 clusters
  Score: Raw -804905.110675 + Penalty 2949.962918 = -801955.147757
  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 8.65 GB.

 Trying to split cluster 8 (38725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4672.920000 sec): 2 clusters
  Score: Raw -3854901.716223 + Penalty 1716.689108 = -3853185.027115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4673.030000 sec): 3 clusters
  Score: Raw -3830627.875317 + Penalty 3433.378216 = -3827194.497101
  nChanged 18023
		SP:Iteration 1F (4673.130000 sec): 3 clusters
  Score: Raw -3841055.171499 + Penalty 3433.378216 = -3837621.793283
  nChanged 2147
		SP:Iteration 2F (4673.240000 sec): 3 clusters
  Score: Raw -3842073.245855 + Penalty 3433.378216 = -3838639.867639
  nChanged 2463
		SP:Iteration 3F (4673.340000 sec): 3 clusters
  Score: Raw -3843670.199006 + Penalty 3433.378216 = -3840236.820789
  nChanged 3023
		SP:Iteration 4F (4673.440000 sec): 3 clusters
  Score: Raw -3846182.282089 + Penalty 3433.378216 = -3842748.903873
  nChanged 3444
		SP:Iteration 5F (4673.540000 sec): 3 clusters
  Score: Raw -3849723.343157 + Penalty 3433.378216 = -3846289.964941
  nChanged 3397
		SP:Iteration 6F (4673.640000 sec): 3 clusters
  Score: Raw -3853380.843551 + Penalty 3433.378216 = -3849947.465335
  nChanged 2557
		SP:Iteration 7F (4673.740000 sec): 3 clusters
  Score: Raw -3856009.217284 + Penalty 3433.378216 = -3852575.839068
  nChanged 1907
		SP:Iteration 8Q (4673.840000 sec): 3 clusters
  Score: Raw -3857908.778486 + Penalty 3433.378216 = -3854475.400269
  nChanged 1513
		SP:Iteration 9Q (4673.940000 sec): 3 clusters
  Score: Raw -3859369.981199 + Penalty 3433.378216 = -3855936.602982
  nChanged 1252
		SP:Iteration 10Q (4674.040000 sec): 3 clusters
  Score: Raw -3860348.110056 + Penalty 3433.378216 = -3856914.731840
  nChanged 887
		SP:Iteration 11Q (4674.130000 sec): 3 clusters
  Score: Raw -3860851.642347 + Penalty 3433.378216 = -3857418.264131
  nChanged 602
		SP:Iteration 12Q (4674.220000 sec): 3 clusters
  Score: Raw -3861097.585850 + Penalty 3433.378216 = -3857664.207634
  nChanged 437
		SP:Iteration 13Q (4674.310000 sec): 3 clusters
  Score: Raw -3861254.750377 + Penalty 3433.378216 = -3857821.372161
  nChanged 354
		SP:Iteration 14Q (4674.400000 sec): 3 clusters
  Score: Raw -3861362.619488 + Penalty 3433.378216 = -3857929.241272
  nChanged 334
		SP:Iteration 15Q (4674.490000 sec): 3 clusters
  Score: Raw -3861456.763989 + Penalty 3433.378216 = -3858023.385773
  nChanged 287
		SP:Iteration 16Q (4674.580000 sec): 3 clusters
  Score: Raw -3861523.017658 + Penalty 3433.378216 = -3858089.639442
  nChanged 232
		SP:Iteration 17Q (4674.670000 sec): 3 clusters
  Score: Raw -3861570.218760 + Penalty 3433.378216 = -3858136.840544
  nChanged 220
		SP:Iteration 18Q (4674.760000 sec): 3 clusters
  Score: Raw -3861607.190928 + Penalty 3433.378216 = -3858173.812712
  nChanged 183
		SP:Iteration 19Q (4674.860000 sec): 3 clusters
  Score: Raw -3861637.169887 + Penalty 3433.378216 = -3858203.791671
  nChanged 173
		SP:Iteration 20F (4674.960000 sec): 3 clusters
  Score: Raw -3861662.822410 + Penalty 3433.378216 = -3858229.444194
  nChanged 166
		SP:Iteration 21Q (4675.050000 sec): 3 clusters
  Score: Raw -3861686.233132 + Penalty 3433.378216 = -3858252.854916
  nChanged 144
		SP:Iteration 22Q (4675.140000 sec): 3 clusters
  Score: Raw -3861703.456613 + Penalty 3433.378216 = -3858270.078397
  nChanged 121
		SP:Iteration 23Q (4675.240000 sec): 3 clusters
  Score: Raw -3861716.252333 + Penalty 3433.378216 = -3858282.874117
  nChanged 103
		SP:Iteration 24Q (4675.320000 sec): 3 clusters
  Score: Raw -3861726.042085 + Penalty 3433.378216 = -3858292.663869
  nChanged 96
		SP:Iteration 25Q (4675.410000 sec): 3 clusters
  Score: Raw -3861734.729779 + Penalty 3433.378216 = -3858301.351563
  nChanged 78
		SP:Iteration 26Q (4675.500000 sec): 3 clusters
  Score: Raw -3861739.955979 + Penalty 3433.378216 = -3858306.577763
  nChanged 57
		SP:Iteration 27Q (4675.590000 sec): 3 clusters
  Score: Raw -3861743.091201 + Penalty 3433.378216 = -3858309.712985
  nChanged 49
		SP:Iteration 28Q (4675.680000 sec): 3 clusters
  Score: Raw -3861746.422480 + Penalty 3433.378216 = -3858313.044264
  nChanged 50
		SP:Iteration 29Q (4675.770000 sec): 3 clusters
  Score: Raw -3861749.488449 + Penalty 3433.378216 = -3858316.110233
  nChanged 52
		SP:Iteration 30Q (4675.860000 sec): 3 clusters
  Score: Raw -3861752.615456 + Penalty 3433.378216 = -3858319.237240
  nChanged 47
		SP:Iteration 31Q (4675.960000 sec): 3 clusters
  Score: Raw -3861755.272831 + Penalty 3433.378216 = -3858321.894614
  nChanged 47
		SP:Iteration 32Q (4676.040000 sec): 3 clusters
  Score: Raw -3861758.119519 + Penalty 3433.378216 = -3858324.741302
  nChanged 37
		SP:Iteration 33Q (4676.140000 sec): 3 clusters
  Score: Raw -3861760.397557 + Penalty 3433.378216 = -3858327.019341
  nChanged 30
		SP:Iteration 34Q (4676.220000 sec): 3 clusters
  Score: Raw -3861762.283088 + Penalty 3433.378216 = -3858328.904872
  nChanged 31
		SP:Iteration 35Q (4676.320000 sec): 3 clusters
  Score: Raw -3861764.345986 + Penalty 3433.378216 = -3858330.967770
  nChanged 35
		SP:Iteration 36Q (4676.400000 sec): 3 clusters
  Score: Raw -3861766.444152 + Penalty 3433.378216 = -3858333.065936
  nChanged 36
		SP:Iteration 37Q (4676.490000 sec): 3 clusters
  Score: Raw -3861768.486658 + Penalty 3433.378216 = -3858335.108442
  nChanged 28
		SP:Iteration 38Q (4676.580000 sec): 3 clusters
  Score: Raw -3861769.999515 + Penalty 3433.378216 = -3858336.621299
  nChanged 32
		SP:Iteration 39Q (4676.670000 sec): 3 clusters
  Score: Raw -3861771.830767 + Penalty 3433.378216 = -3858338.452551
  nChanged 33
		SP:Iteration 40F (4676.770000 sec): 3 clusters
  Score: Raw -3861773.666826 + Penalty 3433.378216 = -3858340.288610
  nChanged 31
		SP:Iteration 41Q (4676.860000 sec): 3 clusters
  Score: Raw -3861775.240342 + Penalty 3433.378216 = -3858341.862126
  nChanged 35
		SP:Iteration 42Q (4676.950000 sec): 3 clusters
  Score: Raw -3861776.779283 + Penalty 3433.378216 = -3858343.401067
  nChanged 31
		SP:Iteration 43Q (4677.040000 sec): 3 clusters
  Score: Raw -3861778.372824 + Penalty 3433.378216 = -3858344.994607
  nChanged 29
		SP:Iteration 44Q (4677.140000 sec): 3 clusters
  Score: Raw -3861779.779975 + Penalty 3433.378216 = -3858346.401759
  nChanged 22
		SP:Iteration 45Q (4677.220000 sec): 3 clusters
  Score: Raw -3861780.894006 + Penalty 3433.378216 = -3858347.515789
  nChanged 24
		SP:Iteration 46Q (4677.320000 sec): 3 clusters
  Score: Raw -3861782.080418 + Penalty 3433.378216 = -3858348.702202
  nChanged 19
		SP:Iteration 47Q (4677.410000 sec): 3 clusters
  Score: Raw -3861783.114566 + Penalty 3433.378216 = -3858349.736349
  nChanged 25
		SP:Iteration 48Q (4677.500000 sec): 3 clusters
  Score: Raw -3861784.525312 + Penalty 3433.378216 = -3858351.147096
  nChanged 31
		SP:Iteration 49Q (4677.590000 sec): 3 clusters
  Score: Raw -3861786.014028 + Penalty 3433.378216 = -3858352.635812
  nChanged 28
		SP:Iteration 50Q (4677.680000 sec): 3 clusters
  Score: Raw -3861787.265921 + Penalty 3433.378216 = -3858353.887704
  nChanged 22
		SP:Iteration 51Q (4677.770000 sec): 3 clusters
  Score: Raw -3861788.008649 + Penalty 3433.378216 = -3858354.630433
  nChanged 23
		SP:Iteration 52Q (4677.860000 sec): 3 clusters
  Score: Raw -3861789.545811 + Penalty 3433.378216 = -3858356.167595
  nChanged 28
		SP:Iteration 53Q (4677.960000 sec): 3 clusters
  Score: Raw -3861790.629579 + Penalty 3433.378216 = -3858357.251363
  nChanged 19
		SP:Iteration 54Q (4678.040000 sec): 3 clusters
  Score: Raw -3861791.524221 + Penalty 3433.378216 = -3858358.146005
  nChanged 20
		SP:Iteration 55Q (4678.140000 sec): 3 clusters
  Score: Raw -3861792.401148 + Penalty 3433.378216 = -3858359.022932
  nChanged 23
		SP:Iteration 56Q (4678.230000 sec): 3 clusters
  Score: Raw -3861793.469713 + Penalty 3433.378216 = -3858360.091497
  nChanged 21
		SP:Iteration 57Q (4678.320000 sec): 3 clusters
  Score: Raw -3861794.159707 + Penalty 3433.378216 = -3858360.781491
  nChanged 12
		SP:Iteration 58Q (4678.410000 sec): 3 clusters
  Score: Raw -3861794.585178 + Penalty 3433.378216 = -3858361.206962
  nChanged 15
		SP:Iteration 59Q (4678.500000 sec): 3 clusters
  Score: Raw -3861795.124586 + Penalty 3433.378216 = -3858361.746370
  nChanged 17
		SP:Iteration 60F (4678.600000 sec): 3 clusters
  Score: Raw -3861795.717246 + Penalty 3433.378216 = -3858362.339030
  nChanged 21
		SP:Iteration 61Q (4678.700000 sec): 3 clusters
  Score: Raw -3861796.682777 + Penalty 3433.378216 = -3858363.304561
  nChanged 25
		SP:Iteration 62Q (4678.790000 sec): 3 clusters
  Score: Raw -3861797.968829 + Penalty 3433.378216 = -3858364.590613
  nChanged 31
		SP:Iteration 63Q (4678.880000 sec): 3 clusters
  Score: Raw -3861799.528666 + Penalty 3433.378216 = -3858366.150450
  nChanged 28
		SP:Iteration 64Q (4678.970000 sec): 3 clusters
  Score: Raw -3861800.757020 + Penalty 3433.378216 = -3858367.378804
  nChanged 21
		SP:Iteration 65Q (4679.060000 sec): 3 clusters
  Score: Raw -3861801.544468 + Penalty 3433.378216 = -3858368.166252
  nChanged 21
		SP:Iteration 66Q (4679.160000 sec): 3 clusters
  Score: Raw -3861802.418003 + Penalty 3433.378216 = -3858369.039787
  nChanged 13
		SP:Iteration 67Q (4679.250000 sec): 3 clusters
  Score: Raw -3861802.970510 + Penalty 3433.378216 = -3858369.592294
  nChanged 16
		SP:Iteration 68Q (4679.340000 sec): 3 clusters
  Score: Raw -3861803.489176 + Penalty 3433.378216 = -3858370.110959
  nChanged 9
		SP:Iteration 69Q (4679.430000 sec): 3 clusters
  Score: Raw -3861803.714402 + Penalty 3433.378216 = -3858370.336186
  nChanged 3
		SP:Iteration 70Q (4679.530000 sec): 3 clusters
  Score: Raw -3861803.788647 + Penalty 3433.378216 = -3858370.410431
  nChanged 4
		SP:Iteration 71Q (4679.620000 sec): 3 clusters
  Score: Raw -3861803.946572 + Penalty 3433.378216 = -3858370.568356
  nChanged 7
		SP:Iteration 72Q (4679.720000 sec): 3 clusters
  Score: Raw -3861804.218952 + Penalty 3433.378216 = -3858370.840736
  nChanged 7
		SP:Iteration 73Q (4679.810000 sec): 3 clusters
  Score: Raw -3861804.396145 + Penalty 3433.378216 = -3858371.017929
  nChanged 8
		SP:Iteration 74Q (4679.900000 sec): 3 clusters
  Score: Raw -3861804.707599 + Penalty 3433.378216 = -3858371.329383
  nChanged 9
		SP:Iteration 75Q (4679.990000 sec): 3 clusters
  Score: Raw -3861805.085133 + Penalty 3433.378216 = -3858371.706917
  nChanged 7
		SP:Iteration 76Q (4680.080000 sec): 3 clusters
  Score: Raw -3861805.238701 + Penalty 3433.378216 = -3858371.860485
  nChanged 8
		SP:Iteration 77Q (4680.180000 sec): 3 clusters
  Score: Raw -3861805.440318 + Penalty 3433.378216 = -3858372.062101
  nChanged 8
		SP:Iteration 78Q (4680.280000 sec): 3 clusters
  Score: Raw -3861805.735623 + Penalty 3433.378216 = -3858372.357407
  nChanged 9
		SP:Iteration 79Q (4680.370000 sec): 3 clusters
  Score: Raw -3861806.025628 + Penalty 3433.378216 = -3858372.647412
  nChanged 9
		SP:Iteration 80F (4680.470000 sec): 3 clusters
  Score: Raw -3861806.311279 + Penalty 3433.378216 = -3858372.933063
  nChanged 9
		SP:Iteration 81Q (4680.560000 sec): 3 clusters
  Score: Raw -3861806.659408 + Penalty 3433.378216 = -3858373.281192
  nChanged 5
		SP:Iteration 82Q (4680.650000 sec): 3 clusters
  Score: Raw -3861806.839038 + Penalty 3433.378216 = -3858373.460822
  nChanged 2
		SP:Iteration 83Q (4680.750000 sec): 3 clusters
  Score: Raw -3861806.910589 + Penalty 3433.378216 = -3858373.532373
  nChanged 3
		SP:Iteration 84Q (4680.840000 sec): 3 clusters
  Score: Raw -3861806.964462 + Penalty 3433.378216 = -3858373.586245
  nChanged 1
		SP:Iteration 85Q (4680.930000 sec): 3 clusters
  Score: Raw -3861806.974715 + Penalty 3433.378216 = -3858373.596499
  nChanged 0
		SP:Iteration 86F (4681.030000 sec): 3 clusters
  Score: Raw -3861806.974715 + Penalty 3433.378216 = -3858373.596499
  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 8.65 GB.

 Trying to split cluster 9 (11322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4681.080000 sec): 2 clusters
  Score: Raw -1119273.029977 + Penalty 1516.856740 = -1117756.173237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4681.110000 sec): 3 clusters
  Score: Raw -1112831.152242 + Penalty 3033.713480 = -1109797.438762
  nChanged 4885
		SP:Iteration 1F (4681.140000 sec): 3 clusters
  Score: Raw -1116171.249616 + Penalty 3033.713480 = -1113137.536136
  nChanged 1105
		SP:Iteration 2F (4681.170000 sec): 3 clusters
  Score: Raw -1117451.302111 + Penalty 3033.713480 = -1114417.588631
  nChanged 1239
		SP:Iteration 3F (4681.190000 sec): 3 clusters
  Score: Raw -1119628.881904 + Penalty 3033.713480 = -1116595.168424
  nChanged 1191
		SP:Iteration 4F (4681.220000 sec): 3 clusters
  Score: Raw -1121313.811637 + Penalty 3033.713480 = -1118280.098157
  nChanged 801
		SP:Iteration 5F (4681.250000 sec): 3 clusters
  Score: Raw -1122008.343890 + Penalty 3033.713480 = -1118974.630411
  nChanged 401
		SP:Iteration 6Q (4681.280000 sec): 3 clusters
  Score: Raw -1122232.130347 + Penalty 3033.713480 = -1119198.416868
  nChanged 234
		SP:Iteration 7Q (4681.310000 sec): 3 clusters
  Score: Raw -1122333.051374 + Penalty 3033.713480 = -1119299.337894
  nChanged 152
		SP:Iteration 8Q (4681.330000 sec): 3 clusters
  Score: Raw -1122391.433589 + Penalty 3033.713480 = -1119357.720110
  nChanged 121
		SP:Iteration 9Q (4681.360000 sec): 3 clusters
  Score: Raw -1122441.140750 + Penalty 3033.713480 = -1119407.427271
  nChanged 82
		SP:Iteration 10Q (4681.390000 sec): 3 clusters
  Score: Raw -1122467.240286 + Penalty 3033.713480 = -1119433.526806
  nChanged 69
		SP:Iteration 11Q (4681.410000 sec): 3 clusters
  Score: Raw -1122488.123123 + Penalty 3033.713480 = -1119454.409643
  nChanged 48
		SP:Iteration 12Q (4681.440000 sec): 3 clusters
  Score: Raw -1122500.833918 + Penalty 3033.713480 = -1119467.120438
  nChanged 57
		SP:Iteration 13Q (4681.470000 sec): 3 clusters
  Score: Raw -1122514.469661 + Penalty 3033.713480 = -1119480.756181
  nChanged 36
		SP:Iteration 14Q (4681.490000 sec): 3 clusters
  Score: Raw -1122523.519826 + Penalty 3033.713480 = -1119489.806346
  nChanged 36
		SP:Iteration 15Q (4681.520000 sec): 3 clusters
  Score: Raw -1122530.246293 + Penalty 3033.713480 = -1119496.532813
  nChanged 32
		SP:Iteration 16Q (4681.550000 sec): 3 clusters
  Score: Raw -1122536.548570 + Penalty 3033.713480 = -1119502.835090
  nChanged 34
		SP:Iteration 17Q (4681.570000 sec): 3 clusters
  Score: Raw -1122543.547017 + Penalty 3033.713480 = -1119509.833537
  nChanged 32
		SP:Iteration 18Q (4681.600000 sec): 3 clusters
  Score: Raw -1122550.674249 + Penalty 3033.713480 = -1119516.960769
  nChanged 26
		SP:Iteration 19Q (4681.630000 sec): 3 clusters
  Score: Raw -1122556.786650 + Penalty 3033.713480 = -1119523.073170
  nChanged 32
		SP:Iteration 20F (4681.650000 sec): 3 clusters
  Score: Raw -1122566.092901 + Penalty 3033.713480 = -1119532.379421
  nChanged 34
		SP:Iteration 21Q (4681.680000 sec): 3 clusters
  Score: Raw -1122574.988963 + Penalty 3033.713480 = -1119541.275483
  nChanged 37
		SP:Iteration 22Q (4681.710000 sec): 3 clusters
  Score: Raw -1122589.007503 + Penalty 3033.713480 = -1119555.294023
  nChanged 34
		SP:Iteration 23Q (4681.730000 sec): 3 clusters
  Score: Raw -1122599.196873 + Penalty 3033.713480 = -1119565.483393
  nChanged 27
		SP:Iteration 24Q (4681.760000 sec): 3 clusters
  Score: Raw -1122605.966691 + Penalty 3033.713480 = -1119572.253211
  nChanged 28
		SP:Iteration 25Q (4681.780000 sec): 3 clusters
  Score: Raw -1122612.416950 + Penalty 3033.713480 = -1119578.703470
  nChanged 21
		SP:Iteration 26Q (4681.810000 sec): 3 clusters
  Score: Raw -1122616.860377 + Penalty 3033.713480 = -1119583.146897
  nChanged 23
		SP:Iteration 27Q (4681.830000 sec): 3 clusters
  Score: Raw -1122621.136286 + Penalty 3033.713480 = -1119587.422806
  nChanged 19
		SP:Iteration 28Q (4681.850000 sec): 3 clusters
  Score: Raw -1122625.533680 + Penalty 3033.713480 = -1119591.820200
  nChanged 23
		SP:Iteration 29Q (4681.880000 sec): 3 clusters
  Score: Raw -1122630.746917 + Penalty 3033.713480 = -1119597.033438
  nChanged 22
		SP:Iteration 30Q (4681.910000 sec): 3 clusters
  Score: Raw -1122635.086635 + Penalty 3033.713480 = -1119601.373155
  nChanged 15
		SP:Iteration 31Q (4681.930000 sec): 3 clusters
  Score: Raw -1122637.953204 + Penalty 3033.713480 = -1119604.239725
  nChanged 9
		SP:Iteration 32Q (4681.960000 sec): 3 clusters
  Score: Raw -1122639.268969 + Penalty 3033.713480 = -1119605.555489
  nChanged 4
		SP:Iteration 33Q (4681.980000 sec): 3 clusters
  Score: Raw -1122639.647416 + Penalty 3033.713480 = -1119605.933936
  nChanged 5
		SP:Iteration 34Q (4682.010000 sec): 3 clusters
  Score: Raw -1122640.529355 + Penalty 3033.713480 = -1119606.815875
  nChanged 5
		SP:Iteration 35Q (4682.030000 sec): 3 clusters
  Score: Raw -1122641.294008 + Penalty 3033.713480 = -1119607.580529
  nChanged 4
		SP:Iteration 36Q (4682.060000 sec): 3 clusters
  Score: Raw -1122641.887279 + Penalty 3033.713480 = -1119608.173799
  nChanged 6
		SP:Iteration 37Q (4682.090000 sec): 3 clusters
  Score: Raw -1122642.657607 + Penalty 3033.713480 = -1119608.944128
  nChanged 5
		SP:Iteration 38Q (4682.110000 sec): 3 clusters
  Score: Raw -1122643.158112 + Penalty 3033.713480 = -1119609.444632
  nChanged 3
		SP:Iteration 39Q (4682.140000 sec): 3 clusters
  Score: Raw -1122643.555249 + Penalty 3033.713480 = -1119609.841769
  nChanged 4
		SP:Iteration 40F (4682.170000 sec): 3 clusters
  Score: Raw -1122644.016636 + Penalty 3033.713480 = -1119610.303156
  nChanged 5
		SP:Iteration 41Q (4682.190000 sec): 3 clusters
  Score: Raw -1122644.622168 + Penalty 3033.713480 = -1119610.908688
  nChanged 5
		SP:Iteration 42Q (4682.210000 sec): 3 clusters
  Score: Raw -1122645.446528 + Penalty 3033.713480 = -1119611.733049
  nChanged 3
		SP:Iteration 43Q (4682.240000 sec): 3 clusters
  Score: Raw -1122645.838299 + Penalty 3033.713480 = -1119612.124819
  nChanged 3
		SP:Iteration 44Q (4682.270000 sec): 3 clusters
  Score: Raw -1122646.226948 + Penalty 3033.713480 = -1119612.513468
  nChanged 3
		SP:Iteration 45Q (4682.290000 sec): 3 clusters
  Score: Raw -1122646.439851 + Penalty 3033.713480 = -1119612.726371
  nChanged 1
		SP:Iteration 46Q (4682.320000 sec): 3 clusters
  Score: Raw -1122646.726516 + Penalty 3033.713480 = -1119613.013037
  nChanged 3
		SP:Iteration 47Q (4682.340000 sec): 3 clusters
  Score: Raw -1122646.998871 + Penalty 3033.713480 = -1119613.285391
  nChanged 0
		SP:Iteration 48F (4682.370000 sec): 3 clusters
  Score: Raw -1122646.998871 + Penalty 3033.713480 = -1119613.285391
  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 8.65 GB.

 Trying to split cluster 10 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4682.390000 sec): 2 clusters
  Score: Raw -113349.507718 + Penalty 1164.141336 = -112185.366381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4682.390000 sec): 3 clusters
  Score: Raw -113357.371164 + Penalty 2328.282672 = -111029.088492
  nChanged 513
		SP:Iteration 1F (4682.390000 sec): 3 clusters
  Score: Raw -115150.247989 + Penalty 2328.282672 = -112821.965317
  nChanged 198
		SP:Iteration 2F (4682.400000 sec): 3 clusters
  Score: Raw -116275.107230 + Penalty 2328.282672 = -113946.824557
  nChanged 55
		SP:Iteration 3Q (4682.400000 sec): 3 clusters
  Score: Raw -116498.667565 + Penalty 2328.282672 = -114170.384893
  nChanged 20
		SP:Iteration 4Q (4682.400000 sec): 3 clusters
  Score: Raw -116561.412211 + Penalty 2328.282672 = -114233.129539
  nChanged 6
		SP:Iteration 5Q (4682.410000 sec): 3 clusters
  Score: Raw -116566.119857 + Penalty 2328.282672 = -114237.837185
  nChanged 3
		SP:Iteration 6Q (4682.410000 sec): 3 clusters
  Score: Raw -116569.985806 + Penalty 2328.282672 = -114241.703134
  nChanged 1
		SP:Iteration 7Q (4682.410000 sec): 3 clusters
  Score: Raw -116571.462817 + Penalty 2328.282672 = -114243.180145
  nChanged 2
		SP:Iteration 8Q (4682.410000 sec): 3 clusters
  Score: Raw -116575.173338 + Penalty 2328.282672 = -114246.890665
  nChanged 3
		SP:Iteration 9Q (4682.410000 sec): 3 clusters
  Score: Raw -116584.263439 + Penalty 2328.282672 = -114255.980767
  nChanged 5
		SP:Iteration 10Q (4682.420000 sec): 3 clusters
  Score: Raw -116598.202952 + Penalty 2328.282672 = -114269.920279
  nChanged 4
		SP:Iteration 11Q (4682.420000 sec): 3 clusters
  Score: Raw -116606.945890 + Penalty 2328.282672 = -114278.663218
  nChanged 2
		SP:Iteration 12Q (4682.420000 sec): 3 clusters
  Score: Raw -116609.641520 + Penalty 2328.282672 = -114281.358848
  nChanged 1
		SP:Iteration 13Q (4682.430000 sec): 3 clusters
  Score: Raw -116609.836127 + Penalty 2328.282672 = -114281.553454
  nChanged 0
		SP:Iteration 14F (4682.430000 sec): 3 clusters
  Score: Raw -116609.836127 + Penalty 2328.282672 = -114281.553454
  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 8.65 GB.

 Trying to split cluster 11 (15793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4682.480000 sec): 2 clusters
  Score: Raw -1574546.495097 + Penalty 1570.939838 = -1572975.555259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4682.530000 sec): 3 clusters
  Score: Raw -1565143.752881 + Penalty 3141.879677 = -1562001.873204
  nChanged 7064
		SP:Iteration 1F (4682.570000 sec): 3 clusters
  Score: Raw -1569035.715862 + Penalty 3141.879677 = -1565893.836185
  nChanged 853
		SP:Iteration 2F (4682.610000 sec): 3 clusters
  Score: Raw -1569450.971968 + Penalty 3141.879677 = -1566309.092292
  nChanged 878
		SP:Iteration 3F (4682.650000 sec): 3 clusters
  Score: Raw -1570039.711202 + Penalty 3141.879677 = -1566897.831525
  nChanged 1018
		SP:Iteration 4F (4682.690000 sec): 3 clusters
  Score: Raw -1570905.984826 + Penalty 3141.879677 = -1567764.105149
  nChanged 1151
		SP:Iteration 5F (4682.730000 sec): 3 clusters
  Score: Raw -1572188.034041 + Penalty 3141.879677 = -1569046.154364
  nChanged 1283
		SP:Iteration 6F (4682.770000 sec): 3 clusters
  Score: Raw -1574050.079005 + Penalty 3141.879677 = -1570908.199328
  nChanged 1408
		SP:Iteration 7F (4682.810000 sec): 3 clusters
  Score: Raw -1576505.999441 + Penalty 3141.879677 = -1573364.119764
  nChanged 1407
		SP:Iteration 8F (4682.850000 sec): 3 clusters
  Score: Raw -1579429.048205 + Penalty 3141.879677 = -1576287.168528
  nChanged 1291
		SP:Iteration 9F (4682.890000 sec): 3 clusters
  Score: Raw -1582974.775826 + Penalty 3141.879677 = -1579832.896149
  nChanged 952
		SP:Iteration 10F (4682.930000 sec): 3 clusters
  Score: Raw -1585555.297281 + Penalty 3141.879677 = -1582413.417604
  nChanged 377
		SP:Iteration 11Q (4682.960000 sec): 3 clusters
  Score: Raw -1586352.943583 + Penalty 3141.879677 = -1583211.063906
  nChanged 75
		SP:Iteration 12Q (4682.990000 sec): 3 clusters
  Score: Raw -1586387.937198 + Penalty 3141.879677 = -1583246.057521
  nChanged 12
		SP:Iteration 13Q (4683.010000 sec): 3 clusters
  Score: Raw -1586389.381027 + Penalty 3141.879677 = -1583247.501350
  nChanged 1
		SP:Iteration 14Q (4683.040000 sec): 3 clusters
  Score: Raw -1586389.474488 + Penalty 3141.879677 = -1583247.594811
  nChanged 1
		SP:Iteration 15Q (4683.070000 sec): 3 clusters
  Score: Raw -1586389.601638 + Penalty 3141.879677 = -1583247.721961
  nChanged 0
		SP:Iteration 16F (4683.110000 sec): 3 clusters
  Score: Raw -1586389.601638 + Penalty 3141.879677 = -1583247.721961
  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 8.65 GB.

 Trying to split cluster 12 (40212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4683.240000 sec): 2 clusters
  Score: Raw -3947869.314406 + Penalty 1722.812120 = -3946146.502286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4683.350000 sec): 3 clusters
  Score: Raw -3922655.243579 + Penalty 3445.624240 = -3919209.619339
  nChanged 18778
		SP:Iteration 1F (4683.450000 sec): 3 clusters
  Score: Raw -3933556.278178 + Penalty 3445.624240 = -3930110.653938
  nChanged 2116
		SP:Iteration 2F (4683.560000 sec): 3 clusters
  Score: Raw -3935193.953605 + Penalty 3445.624240 = -3931748.329366
  nChanged 2608
		SP:Iteration 3F (4683.670000 sec): 3 clusters
  Score: Raw -3937017.250047 + Penalty 3445.624240 = -3933571.625807
  nChanged 2788
		SP:Iteration 4F (4683.770000 sec): 3 clusters
  Score: Raw -3938630.080848 + Penalty 3445.624240 = -3935184.456608
  nChanged 2632
		SP:Iteration 5F (4683.870000 sec): 3 clusters
  Score: Raw -3940222.366447 + Penalty 3445.624240 = -3936776.742208
  nChanged 2525
		SP:Iteration 6F (4683.980000 sec): 3 clusters
  Score: Raw -3941890.460940 + Penalty 3445.624240 = -3938444.836701
  nChanged 2464
		SP:Iteration 7F (4684.090000 sec): 3 clusters
  Score: Raw -3943656.697592 + Penalty 3445.624240 = -3940211.073352
  nChanged 2129
		SP:Iteration 8F (4684.190000 sec): 3 clusters
  Score: Raw -3945182.076024 + Penalty 3445.624240 = -3941736.451785
  nChanged 1826
		SP:Iteration 9Q (4684.300000 sec): 3 clusters
  Score: Raw -3946536.330193 + Penalty 3445.624240 = -3943090.705954
  nChanged 1579
		SP:Iteration 10Q (4684.400000 sec): 3 clusters
  Score: Raw -3947726.979473 + Penalty 3445.624240 = -3944281.355233
  nChanged 1259
		SP:Iteration 11Q (4684.500000 sec): 3 clusters
  Score: Raw -3948641.585508 + Penalty 3445.624240 = -3945195.961269
  nChanged 979
		SP:Iteration 12Q (4684.600000 sec): 3 clusters
  Score: Raw -3949296.815648 + Penalty 3445.624240 = -3945851.191408
  nChanged 787
		SP:Iteration 13Q (4684.690000 sec): 3 clusters
  Score: Raw -3949688.015183 + Penalty 3445.624240 = -3946242.390944
  nChanged 597
		SP:Iteration 14Q (4684.790000 sec): 3 clusters
  Score: Raw -3949950.888156 + Penalty 3445.624240 = -3946505.263917
  nChanged 485
		SP:Iteration 15Q (4684.880000 sec): 3 clusters
  Score: Raw -3950165.952627 + Penalty 3445.624240 = -3946720.328387
  nChanged 446
		SP:Iteration 16Q (4684.970000 sec): 3 clusters
  Score: Raw -3950403.396435 + Penalty 3445.624240 = -3946957.772195
  nChanged 461
		SP:Iteration 17Q (4685.060000 sec): 3 clusters
  Score: Raw -3950644.891407 + Penalty 3445.624240 = -3947199.267167
  nChanged 415
		SP:Iteration 18Q (4685.150000 sec): 3 clusters
  Score: Raw -3950835.220051 + Penalty 3445.624240 = -3947389.595811
  nChanged 392
		SP:Iteration 19Q (4685.240000 sec): 3 clusters
  Score: Raw -3950980.022669 + Penalty 3445.624240 = -3947534.398430
  nChanged 361
		SP:Iteration 20F (4685.350000 sec): 3 clusters
  Score: Raw -3951099.700995 + Penalty 3445.624240 = -3947654.076755
  nChanged 300
		SP:Iteration 21Q (4685.430000 sec): 3 clusters
  Score: Raw -3951188.973031 + Penalty 3445.624240 = -3947743.348791
  nChanged 293
		SP:Iteration 22Q (4685.530000 sec): 3 clusters
  Score: Raw -3951278.710473 + Penalty 3445.624240 = -3947833.086233
  nChanged 280
		SP:Iteration 23Q (4685.610000 sec): 3 clusters
  Score: Raw -3951363.107919 + Penalty 3445.624240 = -3947917.483680
  nChanged 269
		SP:Iteration 24Q (4685.690000 sec): 3 clusters
  Score: Raw -3951444.936471 + Penalty 3445.624240 = -3947999.312231
  nChanged 226
		SP:Iteration 25Q (4685.780000 sec): 3 clusters
  Score: Raw -3951509.798298 + Penalty 3445.624240 = -3948064.174058
  nChanged 203
		SP:Iteration 26Q (4685.860000 sec): 3 clusters
  Score: Raw -3951562.773118 + Penalty 3445.624240 = -3948117.148878
  nChanged 155
		SP:Iteration 27Q (4685.940000 sec): 3 clusters
  Score: Raw -3951600.397690 + Penalty 3445.624240 = -3948154.773450
  nChanged 132
		SP:Iteration 28Q (4686.030000 sec): 3 clusters
  Score: Raw -3951633.478665 + Penalty 3445.624240 = -3948187.854425
  nChanged 125
		SP:Iteration 29Q (4686.110000 sec): 3 clusters
  Score: Raw -3951662.040195 + Penalty 3445.624240 = -3948216.415955
  nChanged 110
		SP:Iteration 30Q (4686.190000 sec): 3 clusters
  Score: Raw -3951685.130818 + Penalty 3445.624240 = -3948239.506578
  nChanged 97
		SP:Iteration 31Q (4686.270000 sec): 3 clusters
  Score: Raw -3951703.592428 + Penalty 3445.624240 = -3948257.968188
  nChanged 79
		SP:Iteration 32Q (4686.350000 sec): 3 clusters
  Score: Raw -3951719.162987 + Penalty 3445.624240 = -3948273.538747
  nChanged 87
		SP:Iteration 33Q (4686.440000 sec): 3 clusters
  Score: Raw -3951735.017644 + Penalty 3445.624240 = -3948289.393404
  nChanged 79
		SP:Iteration 34Q (4686.530000 sec): 3 clusters
  Score: Raw -3951747.954953 + Penalty 3445.624240 = -3948302.330713
  nChanged 54
		SP:Iteration 35Q (4686.610000 sec): 3 clusters
  Score: Raw -3951756.123039 + Penalty 3445.624240 = -3948310.498800
  nChanged 52
		SP:Iteration 36Q (4686.690000 sec): 3 clusters
  Score: Raw -3951766.033478 + Penalty 3445.624240 = -3948320.409238
  nChanged 43
		SP:Iteration 37Q (4686.780000 sec): 3 clusters
  Score: Raw -3951774.255129 + Penalty 3445.624240 = -3948328.630889
  nChanged 45
		SP:Iteration 38Q (4686.860000 sec): 3 clusters
  Score: Raw -3951781.296507 + Penalty 3445.624240 = -3948335.672267
  nChanged 40
		SP:Iteration 39Q (4686.940000 sec): 3 clusters
  Score: Raw -3951787.383219 + Penalty 3445.624240 = -3948341.758979
  nChanged 35
		SP:Iteration 40F (4687.040000 sec): 3 clusters
  Score: Raw -3951792.399464 + Penalty 3445.624240 = -3948346.775224
  nChanged 37
		SP:Iteration 41Q (4687.130000 sec): 3 clusters
  Score: Raw -3951798.069344 + Penalty 3445.624240 = -3948352.445104
  nChanged 30
		SP:Iteration 42Q (4687.210000 sec): 3 clusters
  Score: Raw -3951803.152231 + Penalty 3445.624240 = -3948357.527991
  nChanged 27
		SP:Iteration 43Q (4687.290000 sec): 3 clusters
  Score: Raw -3951807.620821 + Penalty 3445.624240 = -3948361.996581
  nChanged 25
		SP:Iteration 44Q (4687.370000 sec): 3 clusters
  Score: Raw -3951811.606445 + Penalty 3445.624240 = -3948365.982205
  nChanged 14
		SP:Iteration 45Q (4687.460000 sec): 3 clusters
  Score: Raw -3951813.912195 + Penalty 3445.624240 = -3948368.287956
  nChanged 22
		SP:Iteration 46Q (4687.540000 sec): 3 clusters
  Score: Raw -3951816.821923 + Penalty 3445.624240 = -3948371.197683
  nChanged 18
		SP:Iteration 47Q (4687.620000 sec): 3 clusters
  Score: Raw -3951818.919211 + Penalty 3445.624240 = -3948373.294971
  nChanged 11
		SP:Iteration 48Q (4687.700000 sec): 3 clusters
  Score: Raw -3951820.439261 + Penalty 3445.624240 = -3948374.815021
  nChanged 17
		SP:Iteration 49Q (4687.780000 sec): 3 clusters
  Score: Raw -3951822.756291 + Penalty 3445.624240 = -3948377.132052
  nChanged 20
		SP:Iteration 50Q (4687.860000 sec): 3 clusters
  Score: Raw -3951825.361914 + Penalty 3445.624240 = -3948379.737674
  nChanged 14
		SP:Iteration 51Q (4687.940000 sec): 3 clusters
  Score: Raw -3951826.363494 + Penalty 3445.624240 = -3948380.739255
  nChanged 13
		SP:Iteration 52Q (4688.020000 sec): 3 clusters
  Score: Raw -3951827.682882 + Penalty 3445.624240 = -3948382.058642
  nChanged 11
		SP:Iteration 53Q (4688.100000 sec): 3 clusters
  Score: Raw -3951828.880321 + Penalty 3445.624240 = -3948383.256081
  nChanged 10
		SP:Iteration 54Q (4688.190000 sec): 3 clusters
  Score: Raw -3951830.034158 + Penalty 3445.624240 = -3948384.409918
  nChanged 12
		SP:Iteration 55Q (4688.270000 sec): 3 clusters
  Score: Raw -3951831.251356 + Penalty 3445.624240 = -3948385.627116
  nChanged 14
		SP:Iteration 56Q (4688.350000 sec): 3 clusters
  Score: Raw -3951832.575851 + Penalty 3445.624240 = -3948386.951612
  nChanged 7
		SP:Iteration 57Q (4688.430000 sec): 3 clusters
  Score: Raw -3951833.161368 + Penalty 3445.624240 = -3948387.537129
  nChanged 9
		SP:Iteration 58Q (4688.520000 sec): 3 clusters
  Score: Raw -3951834.420403 + Penalty 3445.624240 = -3948388.796164
  nChanged 9
		SP:Iteration 59Q (4688.600000 sec): 3 clusters
  Score: Raw -3951835.504239 + Penalty 3445.624240 = -3948389.879999
  nChanged 12
		SP:Iteration 60F (4688.700000 sec): 3 clusters
  Score: Raw -3951837.403277 + Penalty 3445.624240 = -3948391.779037
  nChanged 14
		SP:Iteration 61Q (4688.780000 sec): 3 clusters
  Score: Raw -3951839.179875 + Penalty 3445.624240 = -3948393.555635
  nChanged 13
		SP:Iteration 62Q (4688.870000 sec): 3 clusters
  Score: Raw -3951840.415085 + Penalty 3445.624240 = -3948394.790845
  nChanged 10
		SP:Iteration 63Q (4688.960000 sec): 3 clusters
  Score: Raw -3951841.301325 + Penalty 3445.624240 = -3948395.677085
  nChanged 8
		SP:Iteration 64Q (4689.040000 sec): 3 clusters
  Score: Raw -3951841.972757 + Penalty 3445.624240 = -3948396.348517
  nChanged 9
		SP:Iteration 65Q (4689.120000 sec): 3 clusters
  Score: Raw -3951842.750295 + Penalty 3445.624240 = -3948397.126056
  nChanged 4
		SP:Iteration 66Q (4689.200000 sec): 3 clusters
  Score: Raw -3951843.184546 + Penalty 3445.624240 = -3948397.560306
  nChanged 7
		SP:Iteration 67Q (4689.290000 sec): 3 clusters
  Score: Raw -3951843.863338 + Penalty 3445.624240 = -3948398.239098
  nChanged 13
		SP:Iteration 68Q (4689.380000 sec): 3 clusters
  Score: Raw -3951845.623170 + Penalty 3445.624240 = -3948399.998931
  nChanged 6
		SP:Iteration 69Q (4689.460000 sec): 3 clusters
  Score: Raw -3951846.077265 + Penalty 3445.624240 = -3948400.453025
  nChanged 6
		SP:Iteration 70Q (4689.540000 sec): 3 clusters
  Score: Raw -3951846.756212 + Penalty 3445.624240 = -3948401.131972
  nChanged 5
		SP:Iteration 71Q (4689.620000 sec): 3 clusters
  Score: Raw -3951847.031836 + Penalty 3445.624240 = -3948401.407597
  nChanged 4
		SP:Iteration 72Q (4689.700000 sec): 3 clusters
  Score: Raw -3951847.286718 + Penalty 3445.624240 = -3948401.662478
  nChanged 0
		SP:Iteration 73F (4689.810000 sec): 3 clusters
  Score: Raw -3951847.286718 + Penalty 3445.624240 = -3948401.662478
  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 8.65 GB.

 Trying to split cluster 13 (111474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4690.140000 sec): 2 clusters
  Score: Raw -11206334.860352 + Penalty 1888.501332 = -11204446.359020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4690.440000 sec): 3 clusters
  Score: Raw -11133447.107254 + Penalty 3777.002664 = -11129670.104590
  nChanged 53494
		SP:Iteration 1F (4690.740000 sec): 3 clusters
  Score: Raw -11164780.748634 + Penalty 3777.002664 = -11161003.745970
  nChanged 3730
		SP:Iteration 2Q (4691.050000 sec): 3 clusters
  Score: Raw -11165812.954730 + Penalty 3777.002664 = -11162035.952066
  nChanged 4241
		SP:Iteration 3Q (4691.350000 sec): 3 clusters
  Score: Raw -11167326.257137 + Penalty 3777.002664 = -11163549.254473
  nChanged 5148
		SP:Iteration 4Q (4691.660000 sec): 3 clusters
  Score: Raw -11169670.455765 + Penalty 3777.002664 = -11165893.453101
  nChanged 6297
		SP:Iteration 5F (4691.950000 sec): 3 clusters
  Score: Raw -11173240.757671 + Penalty 3777.002664 = -11169463.755007
  nChanged 7175
		SP:Iteration 6F (4692.240000 sec): 3 clusters
  Score: Raw -11178022.936665 + Penalty 3777.002664 = -11174245.934001
  nChanged 7478
		SP:Iteration 7F (4692.540000 sec): 3 clusters
  Score: Raw -11183386.585860 + Penalty 3777.002664 = -11179609.583196
  nChanged 6684
		SP:Iteration 8F (4692.840000 sec): 3 clusters
  Score: Raw -11188271.875378 + Penalty 3777.002664 = -11184494.872714
  nChanged 5560
		SP:Iteration 9Q (4693.130000 sec): 3 clusters
  Score: Raw -11192057.208760 + Penalty 3777.002664 = -11188280.206096
  nChanged 4119
		SP:Iteration 10Q (4693.420000 sec): 3 clusters
  Score: Raw -11194492.317689 + Penalty 3777.002664 = -11190715.315025
  nChanged 3053
		SP:Iteration 11Q (4693.700000 sec): 3 clusters
  Score: Raw -11196156.532077 + Penalty 3777.002664 = -11192379.529413
  nChanged 2489
		SP:Iteration 12Q (4693.970000 sec): 3 clusters
  Score: Raw -11197389.683416 + Penalty 3777.002664 = -11193612.680752
  nChanged 2186
		SP:Iteration 13Q (4694.220000 sec): 3 clusters
  Score: Raw -11198423.495455 + Penalty 3777.002664 = -11194646.492790
  nChanged 2036
		SP:Iteration 14Q (4694.480000 sec): 3 clusters
  Score: Raw -11199409.665267 + Penalty 3777.002664 = -11195632.662603
  nChanged 1929
		SP:Iteration 15Q (4694.730000 sec): 3 clusters
  Score: Raw -11200377.004128 + Penalty 3777.002664 = -11196600.001464
  nChanged 1908
		SP:Iteration 16Q (4694.970000 sec): 3 clusters
  Score: Raw -11201411.166457 + Penalty 3777.002664 = -11197634.163793
  nChanged 1787
		SP:Iteration 17Q (4695.210000 sec): 3 clusters
  Score: Raw -11202389.068624 + Penalty 3777.002664 = -11198612.065959
  nChanged 1492
		SP:Iteration 18Q (4695.450000 sec): 3 clusters
  Score: Raw -11203211.988374 + Penalty 3777.002664 = -11199434.985710
  nChanged 1333
		SP:Iteration 19Q (4695.680000 sec): 3 clusters
  Score: Raw -11203969.941591 + Penalty 3777.002664 = -11200192.938927
  nChanged 1170
		SP:Iteration 20F (4695.970000 sec): 3 clusters
  Score: Raw -11204655.042359 + Penalty 3777.002664 = -11200878.039695
  nChanged 956
		SP:Iteration 21Q (4696.200000 sec): 3 clusters
  Score: Raw -11205202.394521 + Penalty 3777.002664 = -11201425.391857
  nChanged 720
		SP:Iteration 22Q (4696.410000 sec): 3 clusters
  Score: Raw -11205619.657862 + Penalty 3777.002664 = -11201842.655198
  nChanged 525
		SP:Iteration 23Q (4696.620000 sec): 3 clusters
  Score: Raw -11205936.162787 + Penalty 3777.002664 = -11202159.160123
  nChanged 398
		SP:Iteration 24Q (4696.840000 sec): 3 clusters
  Score: Raw -11206172.990737 + Penalty 3777.002664 = -11202395.988073
  nChanged 269
		SP:Iteration 25Q (4697.040000 sec): 3 clusters
  Score: Raw -11206349.665697 + Penalty 3777.002664 = -11202572.663033
  nChanged 193
		SP:Iteration 26Q (4697.260000 sec): 3 clusters
  Score: Raw -11206471.389555 + Penalty 3777.002664 = -11202694.386891
  nChanged 147
		SP:Iteration 27Q (4697.460000 sec): 3 clusters
  Score: Raw -11206551.655772 + Penalty 3777.002664 = -11202774.653108
  nChanged 122
		SP:Iteration 28Q (4697.670000 sec): 3 clusters
  Score: Raw -11206615.369081 + Penalty 3777.002664 = -11202838.366417
  nChanged 99
		SP:Iteration 29Q (4697.880000 sec): 3 clusters
  Score: Raw -11206661.982134 + Penalty 3777.002664 = -11202884.979470
  nChanged 72
		SP:Iteration 30Q (4698.090000 sec): 3 clusters
  Score: Raw -11206696.436851 + Penalty 3777.002664 = -11202919.434187
  nChanged 60
		SP:Iteration 31Q (4698.300000 sec): 3 clusters
  Score: Raw -11206724.099596 + Penalty 3777.002664 = -11202947.096932
  nChanged 45
		SP:Iteration 32Q (4698.500000 sec): 3 clusters
  Score: Raw -11206745.790417 + Penalty 3777.002664 = -11202968.787753
  nChanged 38
		SP:Iteration 33Q (4698.710000 sec): 3 clusters
  Score: Raw -11206762.523115 + Penalty 3777.002664 = -11202985.520450
  nChanged 31
		SP:Iteration 34Q (4698.910000 sec): 3 clusters
  Score: Raw -11206775.082375 + Penalty 3777.002664 = -11202998.079711
  nChanged 30
		SP:Iteration 35Q (4699.120000 sec): 3 clusters
  Score: Raw -11206787.688984 + Penalty 3777.002664 = -11203010.686320
  nChanged 26
		SP:Iteration 36Q (4699.320000 sec): 3 clusters
  Score: Raw -11206799.642083 + Penalty 3777.002664 = -11203022.639419
  nChanged 21
		SP:Iteration 37Q (4699.530000 sec): 3 clusters
  Score: Raw -11206808.048042 + Penalty 3777.002664 = -11203031.045378
  nChanged 11
		SP:Iteration 38Q (4699.730000 sec): 3 clusters
  Score: Raw -11206810.858103 + Penalty 3777.002664 = -11203033.855439
  nChanged 8
		SP:Iteration 39Q (4699.940000 sec): 3 clusters
  Score: Raw -11206813.452634 + Penalty 3777.002664 = -11203036.449969
  nChanged 10
		SP:Iteration 40F (4700.220000 sec): 3 clusters
  Score: Raw -11206818.131295 + Penalty 3777.002664 = -11203041.128631
  nChanged 8
		SP:Iteration 41Q (4700.440000 sec): 3 clusters
  Score: Raw -11206820.942709 + Penalty 3777.002664 = -11203043.940045
  nChanged 5
		SP:Iteration 42Q (4700.650000 sec): 3 clusters
  Score: Raw -11206823.491646 + Penalty 3777.002664 = -11203046.488982
  nChanged 6
		SP:Iteration 43Q (4700.860000 sec): 3 clusters
  Score: Raw -11206825.826719 + Penalty 3777.002664 = -11203048.824055
  nChanged 5
		SP:Iteration 44Q (4701.060000 sec): 3 clusters
  Score: Raw -11206827.002777 + Penalty 3777.002664 = -11203050.000113
  nChanged 3
		SP:Iteration 45Q (4701.270000 sec): 3 clusters
  Score: Raw -11206828.197679 + Penalty 3777.002664 = -11203051.195015
  nChanged 6
		SP:Iteration 46Q (4701.490000 sec): 3 clusters
  Score: Raw -11206830.552318 + Penalty 3777.002664 = -11203053.549654
  nChanged 6
		SP:Iteration 47Q (4701.700000 sec): 3 clusters
  Score: Raw -11206832.473170 + Penalty 3777.002664 = -11203055.470506
  nChanged 4
		SP:Iteration 48Q (4701.900000 sec): 3 clusters
  Score: Raw -11206834.563841 + Penalty 3777.002664 = -11203057.561177
  nChanged 8
		SP:Iteration 49Q (4702.100000 sec): 3 clusters
  Score: Raw -11206839.213289 + Penalty 3777.002664 = -11203062.210625
  nChanged 8
		SP:Iteration 50Q (4702.310000 sec): 3 clusters
  Score: Raw -11206843.415761 + Penalty 3777.002664 = -11203066.413097
  nChanged 5
		SP:Iteration 51Q (4702.510000 sec): 3 clusters
  Score: Raw -11206844.931019 + Penalty 3777.002664 = -11203067.928355
  nChanged 1
		SP:Iteration 52Q (4702.730000 sec): 3 clusters
  Score: Raw -11206845.120723 + Penalty 3777.002664 = -11203068.118059
  nChanged 1
		SP:Iteration 53Q (4702.930000 sec): 3 clusters
  Score: Raw -11206845.538783 + Penalty 3777.002664 = -11203068.536119
  nChanged 2
		SP:Iteration 54Q (4703.140000 sec): 3 clusters
  Score: Raw -11206846.216918 + Penalty 3777.002664 = -11203069.214254
  nChanged 0
		SP:Iteration 55F (4703.420000 sec): 3 clusters
  Score: Raw -11206846.216918 + Penalty 3777.002664 = -11203069.214254
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (7052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4703.520000 sec): 2 clusters
  Score: Raw -630176.936725 + Penalty 1439.923313 = -628737.013412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4703.530000 sec): 3 clusters
  Score: Raw -626406.080360 + Penalty 2879.846627 = -623526.233733
  nChanged 2974
		SP:Iteration 1F (4703.550000 sec): 3 clusters
  Score: Raw -628850.217883 + Penalty 2879.846627 = -625970.371256
  nChanged 842
		SP:Iteration 2F (4703.570000 sec): 3 clusters
  Score: Raw -629730.400624 + Penalty 2879.846627 = -626850.553997
  nChanged 630
		SP:Iteration 3F (4703.580000 sec): 3 clusters
  Score: Raw -630237.597770 + Penalty 2879.846627 = -627357.751144
  nChanged 423
		SP:Iteration 4F (4703.600000 sec): 3 clusters
  Score: Raw -630488.739071 + Penalty 2879.846627 = -627608.892444
  nChanged 317
		SP:Iteration 5Q (4703.620000 sec): 3 clusters
  Score: Raw -630680.642137 + Penalty 2879.846627 = -627800.795510
  nChanged 272
		SP:Iteration 6Q (4703.640000 sec): 3 clusters
  Score: Raw -630849.394714 + Penalty 2879.846627 = -627969.548087
  nChanged 201
		SP:Iteration 7Q (4703.660000 sec): 3 clusters
  Score: Raw -630972.623502 + Penalty 2879.846627 = -628092.776875
  nChanged 190
		SP:Iteration 8Q (4703.670000 sec): 3 clusters
  Score: Raw -631114.070523 + Penalty 2879.846627 = -628234.223896
  nChanged 195
		SP:Iteration 9Q (4703.690000 sec): 3 clusters
  Score: Raw -631273.300417 + Penalty 2879.846627 = -628393.453790
  nChanged 191
		SP:Iteration 10Q (4703.700000 sec): 3 clusters
  Score: Raw -631406.158073 + Penalty 2879.846627 = -628526.311446
  nChanged 144
		SP:Iteration 11Q (4703.720000 sec): 3 clusters
  Score: Raw -631503.133875 + Penalty 2879.846627 = -628623.287248
  nChanged 129
		SP:Iteration 12Q (4703.740000 sec): 3 clusters
  Score: Raw -631589.626647 + Penalty 2879.846627 = -628709.780020
  nChanged 106
		SP:Iteration 13Q (4703.750000 sec): 3 clusters
  Score: Raw -631669.374888 + Penalty 2879.846627 = -628789.528261
  nChanged 114
		SP:Iteration 14Q (4703.770000 sec): 3 clusters
  Score: Raw -631743.661697 + Penalty 2879.846627 = -628863.815070
  nChanged 101
		SP:Iteration 15Q (4703.780000 sec): 3 clusters
  Score: Raw -631803.481383 + Penalty 2879.846627 = -628923.634756
  nChanged 85
		SP:Iteration 16Q (4703.800000 sec): 3 clusters
  Score: Raw -631859.869714 + Penalty 2879.846627 = -628980.023088
  nChanged 76
		SP:Iteration 17Q (4703.820000 sec): 3 clusters
  Score: Raw -631917.698018 + Penalty 2879.846627 = -629037.851392
  nChanged 72
		SP:Iteration 18Q (4703.830000 sec): 3 clusters
  Score: Raw -631968.032689 + Penalty 2879.846627 = -629088.186062
  nChanged 71
		SP:Iteration 19Q (4703.850000 sec): 3 clusters
  Score: Raw -632013.087948 + Penalty 2879.846627 = -629133.241321
  nChanged 61
		SP:Iteration 20F (4703.870000 sec): 3 clusters
  Score: Raw -632072.274044 + Penalty 2879.846627 = -629192.427417
  nChanged 70
		SP:Iteration 21Q (4703.880000 sec): 3 clusters
  Score: Raw -632118.919054 + Penalty 2879.846627 = -629239.072427
  nChanged 68
		SP:Iteration 22Q (4703.900000 sec): 3 clusters
  Score: Raw -632165.489165 + Penalty 2879.846627 = -629285.642539
  nChanged 60
		SP:Iteration 23Q (4703.910000 sec): 3 clusters
  Score: Raw -632214.073393 + Penalty 2879.846627 = -629334.226767
  nChanged 66
		SP:Iteration 24Q (4703.930000 sec): 3 clusters
  Score: Raw -632324.497299 + Penalty 2879.846627 = -629444.650673
  nChanged 68
		SP:Iteration 25Q (4703.940000 sec): 3 clusters
  Score: Raw -632466.193668 + Penalty 2879.846627 = -629586.347041
  nChanged 69
		SP:Iteration 26Q (4703.960000 sec): 3 clusters
  Score: Raw -632544.280402 + Penalty 2879.846627 = -629664.433775
  nChanged 55
		SP:Iteration 27Q (4703.970000 sec): 3 clusters
  Score: Raw -632565.812109 + Penalty 2879.846627 = -629685.965483
  nChanged 40
		SP:Iteration 28Q (4703.980000 sec): 3 clusters
  Score: Raw -632576.266752 + Penalty 2879.846627 = -629696.420125
  nChanged 15
		SP:Iteration 29Q (4704.000000 sec): 3 clusters
  Score: Raw -632579.536377 + Penalty 2879.846627 = -629699.689750
  nChanged 10
		SP:Iteration 30Q (4704.020000 sec): 3 clusters
  Score: Raw -632584.069941 + Penalty 2879.846627 = -629704.223314
  nChanged 6
		SP:Iteration 31Q (4704.030000 sec): 3 clusters
  Score: Raw -632586.915657 + Penalty 2879.846627 = -629707.069030
  nChanged 10
		SP:Iteration 32Q (4704.040000 sec): 3 clusters
  Score: Raw -632589.241507 + Penalty 2879.846627 = -629709.394880
  nChanged 8
		SP:Iteration 33Q (4704.060000 sec): 3 clusters
  Score: Raw -632590.877984 + Penalty 2879.846627 = -629711.031357
  nChanged 14
		SP:Iteration 34Q (4704.070000 sec): 3 clusters
  Score: Raw -632596.836300 + Penalty 2879.846627 = -629716.989673
  nChanged 18
		SP:Iteration 35Q (4704.090000 sec): 3 clusters
  Score: Raw -632611.050307 + Penalty 2879.846627 = -629731.203680
  nChanged 19
		SP:Iteration 36Q (4704.100000 sec): 3 clusters
  Score: Raw -632625.112709 + Penalty 2879.846627 = -629745.266082
  nChanged 23
		SP:Iteration 37Q (4704.120000 sec): 3 clusters
  Score: Raw -632642.306009 + Penalty 2879.846627 = -629762.459383
  nChanged 24
		SP:Iteration 38Q (4704.130000 sec): 3 clusters
  Score: Raw -632656.751794 + Penalty 2879.846627 = -629776.905167
  nChanged 27
		SP:Iteration 39Q (4704.150000 sec): 3 clusters
  Score: Raw -632677.630781 + Penalty 2879.846627 = -629797.784154
  nChanged 30
		SP:Iteration 40F (4704.160000 sec): 3 clusters
  Score: Raw -632720.727964 + Penalty 2879.846627 = -629840.881337
  nChanged 44
		SP:Iteration 41Q (4704.180000 sec): 3 clusters
  Score: Raw -632804.926910 + Penalty 2879.846627 = -629925.080284
  nChanged 52
		SP:Iteration 42Q (4704.190000 sec): 3 clusters
  Score: Raw -632853.630621 + Penalty 2879.846627 = -629973.783994
  nChanged 33
		SP:Iteration 43Q (4704.210000 sec): 3 clusters
  Score: Raw -632865.581254 + Penalty 2879.846627 = -629985.734628
  nChanged 24
		SP:Iteration 44Q (4704.220000 sec): 3 clusters
  Score: Raw -632871.420711 + Penalty 2879.846627 = -629991.574085
  nChanged 18
		SP:Iteration 45Q (4704.240000 sec): 3 clusters
  Score: Raw -632874.433853 + Penalty 2879.846627 = -629994.587226
  nChanged 13
		SP:Iteration 46Q (4704.250000 sec): 3 clusters
  Score: Raw -632877.692419 + Penalty 2879.846627 = -629997.845792
  nChanged 11
		SP:Iteration 47Q (4704.260000 sec): 3 clusters
  Score: Raw -632880.089593 + Penalty 2879.846627 = -630000.242966
  nChanged 10
		SP:Iteration 48Q (4704.280000 sec): 3 clusters
  Score: Raw -632881.516190 + Penalty 2879.846627 = -630001.669564
  nChanged 6
		SP:Iteration 49Q (4704.290000 sec): 3 clusters
  Score: Raw -632882.529200 + Penalty 2879.846627 = -630002.682573
  nChanged 5
		SP:Iteration 50Q (4704.310000 sec): 3 clusters
  Score: Raw -632883.636618 + Penalty 2879.846627 = -630003.789992
  nChanged 4
		SP:Iteration 51Q (4704.320000 sec): 3 clusters
  Score: Raw -632884.109827 + Penalty 2879.846627 = -630004.263200
  nChanged 2
		SP:Iteration 52Q (4704.340000 sec): 3 clusters
  Score: Raw -632884.478230 + Penalty 2879.846627 = -630004.631603
  nChanged 1
		SP:Iteration 53Q (4704.350000 sec): 3 clusters
  Score: Raw -632884.735364 + Penalty 2879.846627 = -630004.888737
  nChanged 0
		SP:Iteration 54F (4704.370000 sec): 3 clusters
  Score: Raw -632884.735364 + Penalty 2879.846627 = -630004.888737
  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 8.65 GB.

 Trying to split cluster 15 (189858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4705.000000 sec): 2 clusters
  Score: Raw -19314812.007999 + Penalty 1975.030152 = -19312836.977847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4705.500000 sec): 3 clusters
  Score: Raw -19189109.997388 + Penalty 3950.060304 = -19185159.937084
  nChanged 91882
		SP:Iteration 1F (4706.010000 sec): 3 clusters
  Score: Raw -19244601.738171 + Penalty 3950.060304 = -19240651.677867
  nChanged 6813
		SP:Iteration 2Q (4706.520000 sec): 3 clusters
  Score: Raw -19246899.559187 + Penalty 3950.060304 = -19242949.498884
  nChanged 7875
		SP:Iteration 3Q (4707.040000 sec): 3 clusters
  Score: Raw -19250065.472321 + Penalty 3950.060304 = -19246115.412017
  nChanged 9077
		SP:Iteration 4Q (4707.560000 sec): 3 clusters
  Score: Raw -19254463.098442 + Penalty 3950.060304 = -19250513.038138
  nChanged 10551
		SP:Iteration 5F (4708.060000 sec): 3 clusters
  Score: Raw -19260555.376620 + Penalty 3950.060304 = -19256605.316316
  nChanged 12365
		SP:Iteration 6F (4708.550000 sec): 3 clusters
  Score: Raw -19269077.782371 + Penalty 3950.060304 = -19265127.722067
  nChanged 14213
		SP:Iteration 7F (4709.050000 sec): 3 clusters
  Score: Raw -19281610.399256 + Penalty 3950.060304 = -19277660.338952
  nChanged 14850
		SP:Iteration 8F (4709.540000 sec): 3 clusters
  Score: Raw -19297737.646551 + Penalty 3950.060304 = -19293787.586248
  nChanged 12254
		SP:Iteration 9F (4710.040000 sec): 3 clusters
  Score: Raw -19312573.399848 + Penalty 3950.060304 = -19308623.339544
  nChanged 9022
		SP:Iteration 10Q (4710.520000 sec): 3 clusters
  Score: Raw -19325203.028199 + Penalty 3950.060304 = -19321252.967895
  nChanged 6436
		SP:Iteration 11Q (4710.960000 sec): 3 clusters
  Score: Raw -19333595.431451 + Penalty 3950.060304 = -19329645.371147
  nChanged 4358
		SP:Iteration 12Q (4711.390000 sec): 3 clusters
  Score: Raw -19336820.363466 + Penalty 3950.060304 = -19332870.303162
  nChanged 2524
		SP:Iteration 13Q (4711.810000 sec): 3 clusters
  Score: Raw -19338104.545799 + Penalty 3950.060304 = -19334154.485496
  nChanged 1680
		SP:Iteration 14Q (4712.230000 sec): 3 clusters
  Score: Raw -19338718.555931 + Penalty 3950.060304 = -19334768.495628
  nChanged 1231
		SP:Iteration 15Q (4712.630000 sec): 3 clusters
  Score: Raw -19339049.503618 + Penalty 3950.060304 = -19335099.443315
  nChanged 912
		SP:Iteration 16Q (4713.030000 sec): 3 clusters
  Score: Raw -19339218.146987 + Penalty 3950.060304 = -19335268.086684
  nChanged 654
		SP:Iteration 17Q (4713.430000 sec): 3 clusters
  Score: Raw -19339305.971131 + Penalty 3950.060304 = -19335355.910828
  nChanged 460
		SP:Iteration 18Q (4713.830000 sec): 3 clusters
  Score: Raw -19339348.789336 + Penalty 3950.060304 = -19335398.729033
  nChanged 303
		SP:Iteration 19Q (4714.230000 sec): 3 clusters
  Score: Raw -19339369.947635 + Penalty 3950.060304 = -19335419.887332
  nChanged 232
		SP:Iteration 20F (4714.710000 sec): 3 clusters
  Score: Raw -19339408.587400 + Penalty 3950.060304 = -19335458.527097
  nChanged 203
		SP:Iteration 21Q (4715.130000 sec): 3 clusters
  Score: Raw -19339420.420111 + Penalty 3950.060304 = -19335470.359807
  nChanged 147
		SP:Iteration 22Q (4715.550000 sec): 3 clusters
  Score: Raw -19339425.517248 + Penalty 3950.060304 = -19335475.456944
  nChanged 113
		SP:Iteration 23Q (4715.980000 sec): 3 clusters
  Score: Raw -19339428.773638 + Penalty 3950.060304 = -19335478.713334
  nChanged 100
		SP:Iteration 24Q (4716.390000 sec): 3 clusters
  Score: Raw -19339430.982309 + Penalty 3950.060304 = -19335480.922005
  nChanged 65
		SP:Iteration 25Q (4716.820000 sec): 3 clusters
  Score: Raw -19339432.130504 + Penalty 3950.060304 = -19335482.070200
  nChanged 48
		SP:Iteration 26Q (4717.230000 sec): 3 clusters
  Score: Raw -19339432.755446 + Penalty 3950.060304 = -19335482.695143
  nChanged 28
		SP:Iteration 27Q (4717.650000 sec): 3 clusters
  Score: Raw -19339433.015219 + Penalty 3950.060304 = -19335482.954915
  nChanged 11
		SP:Iteration 28Q (4718.070000 sec): 3 clusters
  Score: Raw -19339433.121418 + Penalty 3950.060304 = -19335483.061114
  nChanged 9
		SP:Iteration 29Q (4718.480000 sec): 3 clusters
  Score: Raw -19339433.216466 + Penalty 3950.060304 = -19335483.156162
  nChanged 9
		SP:Iteration 30Q (4718.890000 sec): 3 clusters
  Score: Raw -19339433.310245 + Penalty 3950.060304 = -19335483.249942
  nChanged 7
		SP:Iteration 31Q (4719.310000 sec): 3 clusters
  Score: Raw -19339433.354715 + Penalty 3950.060304 = -19335483.294411
  nChanged 9
		SP:Iteration 32Q (4719.720000 sec): 3 clusters
  Score: Raw -19339433.434812 + Penalty 3950.060304 = -19335483.374509
  nChanged 10
		SP:Iteration 33Q (4720.130000 sec): 3 clusters
  Score: Raw -19339433.495388 + Penalty 3950.060304 = -19335483.435084
  nChanged 6
		SP:Iteration 34Q (4720.550000 sec): 3 clusters
  Score: Raw -19339433.537588 + Penalty 3950.060304 = -19335483.477285
  nChanged 9
		SP:Iteration 35Q (4720.970000 sec): 3 clusters
  Score: Raw -19339433.623307 + Penalty 3950.060304 = -19335483.563003
  nChanged 12
		SP:Iteration 36Q (4721.380000 sec): 3 clusters
  Score: Raw -19339433.719411 + Penalty 3950.060304 = -19335483.659108
  nChanged 10
		SP:Iteration 37Q (4721.790000 sec): 3 clusters
  Score: Raw -19339433.791941 + Penalty 3950.060304 = -19335483.731637
  nChanged 12
		SP:Iteration 38Q (4722.200000 sec): 3 clusters
  Score: Raw -19339433.858380 + Penalty 3950.060304 = -19335483.798077
  nChanged 3
		SP:Iteration 39Q (4722.620000 sec): 3 clusters
  Score: Raw -19339433.867225 + Penalty 3950.060304 = -19335483.806921
  nChanged 2
		SP:Iteration 40F (4723.120000 sec): 3 clusters
  Score: Raw -19339433.872453 + Penalty 3950.060304 = -19335483.812150
  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 8.65 GB.

 Trying to split cluster 16 (3657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4723.250000 sec): 2 clusters
  Score: Raw -274573.849210 + Penalty 1333.214743 = -273240.634467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4723.260000 sec): 3 clusters
  Score: Raw -272914.876224 + Penalty 2666.429486 = -270248.446738
  nChanged 1446
		SP:Iteration 1F (4723.270000 sec): 3 clusters
  Score: Raw -275130.135041 + Penalty 2666.429486 = -272463.705555
  nChanged 523
		SP:Iteration 2F (4723.270000 sec): 3 clusters
  Score: Raw -276265.816422 + Penalty 2666.429486 = -273599.386936
  nChanged 351
		SP:Iteration 3F (4723.290000 sec): 3 clusters
  Score: Raw -276743.421015 + Penalty 2666.429486 = -274076.991529
  nChanged 188
		SP:Iteration 4F (4723.290000 sec): 3 clusters
  Score: Raw -276976.222049 + Penalty 2666.429486 = -274309.792563
  nChanged 129
		SP:Iteration 5Q (4723.300000 sec): 3 clusters
  Score: Raw -277145.887752 + Penalty 2666.429486 = -274479.458266
  nChanged 98
		SP:Iteration 6Q (4723.310000 sec): 3 clusters
  Score: Raw -277254.108499 + Penalty 2666.429486 = -274587.679013
  nChanged 74
		SP:Iteration 7Q (4723.320000 sec): 3 clusters
  Score: Raw -277327.032899 + Penalty 2666.429486 = -274660.603413
  nChanged 60
		SP:Iteration 8Q (4723.330000 sec): 3 clusters
  Score: Raw -277394.649325 + Penalty 2666.429486 = -274728.219839
  nChanged 45
		SP:Iteration 9Q (4723.330000 sec): 3 clusters
  Score: Raw -277424.422948 + Penalty 2666.429486 = -274757.993462
  nChanged 44
		SP:Iteration 10Q (4723.340000 sec): 3 clusters
  Score: Raw -277441.793060 + Penalty 2666.429486 = -274775.363574
  nChanged 25
		SP:Iteration 11Q (4723.350000 sec): 3 clusters
  Score: Raw -277451.037534 + Penalty 2666.429486 = -274784.608048
  nChanged 14
		SP:Iteration 12Q (4723.360000 sec): 3 clusters
  Score: Raw -277459.628067 + Penalty 2666.429486 = -274793.198581
  nChanged 10
		SP:Iteration 13Q (4723.370000 sec): 3 clusters
  Score: Raw -277464.590372 + Penalty 2666.429486 = -274798.160887
  nChanged 9
		SP:Iteration 14Q (4723.370000 sec): 3 clusters
  Score: Raw -277470.105873 + Penalty 2666.429486 = -274803.676388
  nChanged 11
		SP:Iteration 15Q (4723.380000 sec): 3 clusters
  Score: Raw -277474.549969 + Penalty 2666.429486 = -274808.120483
  nChanged 6
		SP:Iteration 16Q (4723.390000 sec): 3 clusters
  Score: Raw -277480.008666 + Penalty 2666.429486 = -274813.579180
  nChanged 10
		SP:Iteration 17Q (4723.400000 sec): 3 clusters
  Score: Raw -277486.019687 + Penalty 2666.429486 = -274819.590201
  nChanged 8
		SP:Iteration 18Q (4723.410000 sec): 3 clusters
  Score: Raw -277488.405335 + Penalty 2666.429486 = -274821.975849
  nChanged 3
		SP:Iteration 19Q (4723.410000 sec): 3 clusters
  Score: Raw -277490.031123 + Penalty 2666.429486 = -274823.601637
  nChanged 5
		SP:Iteration 20F (4723.420000 sec): 3 clusters
  Score: Raw -277492.186848 + Penalty 2666.429486 = -274825.757362
  nChanged 5
		SP:Iteration 21Q (4723.430000 sec): 3 clusters
  Score: Raw -277494.221610 + Penalty 2666.429486 = -274827.792124
  nChanged 2
		SP:Iteration 22Q (4723.440000 sec): 3 clusters
  Score: Raw -277494.703235 + Penalty 2666.429486 = -274828.273750
  nChanged 1
		SP:Iteration 23Q (4723.450000 sec): 3 clusters
  Score: Raw -277494.872203 + Penalty 2666.429486 = -274828.442717
  nChanged 1
		SP:Iteration 24Q (4723.450000 sec): 3 clusters
  Score: Raw -277495.037910 + Penalty 2666.429486 = -274828.608424
  nChanged 1
		SP:Iteration 25Q (4723.460000 sec): 3 clusters
  Score: Raw -277495.176312 + Penalty 2666.429486 = -274828.746826
  nChanged 0
		SP:Iteration 26F (4723.470000 sec): 3 clusters
  Score: Raw -277495.176312 + Penalty 2666.429486 = -274828.746826
  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 8.65 GB.

 Trying to split cluster 17 (9647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4723.500000 sec): 2 clusters
  Score: Raw -859881.614825 + Penalty 1490.840368 = -858390.774457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4723.530000 sec): 3 clusters
  Score: Raw -854480.998427 + Penalty 2981.680736 = -851499.317690
  nChanged 4200
		SP:Iteration 1F (4723.550000 sec): 3 clusters
  Score: Raw -857700.681537 + Penalty 2981.680736 = -854719.000801
  nChanged 1114
		SP:Iteration 2F (4723.570000 sec): 3 clusters
  Score: Raw -859554.165599 + Penalty 2981.680736 = -856572.484863
  nChanged 1215
		SP:Iteration 3F (4723.600000 sec): 3 clusters
  Score: Raw -861444.895408 + Penalty 2981.680736 = -858463.214672
  nChanged 854
		SP:Iteration 4F (4723.630000 sec): 3 clusters
  Score: Raw -862445.078805 + Penalty 2981.680736 = -859463.398069
  nChanged 510
		SP:Iteration 5F (4723.650000 sec): 3 clusters
  Score: Raw -862966.225623 + Penalty 2981.680736 = -859984.544887
  nChanged 340
		SP:Iteration 6Q (4723.670000 sec): 3 clusters
  Score: Raw -863313.942646 + Penalty 2981.680736 = -860332.261909
  nChanged 243
		SP:Iteration 7Q (4723.690000 sec): 3 clusters
  Score: Raw -863631.484813 + Penalty 2981.680736 = -860649.804077
  nChanged 202
		SP:Iteration 8Q (4723.710000 sec): 3 clusters
  Score: Raw -863866.545354 + Penalty 2981.680736 = -860884.864618
  nChanged 159
		SP:Iteration 9Q (4723.730000 sec): 3 clusters
  Score: Raw -863979.214458 + Penalty 2981.680736 = -860997.533722
  nChanged 100
		SP:Iteration 10Q (4723.760000 sec): 3 clusters
  Score: Raw -864030.465349 + Penalty 2981.680736 = -861048.784613
  nChanged 67
		SP:Iteration 11Q (4723.780000 sec): 3 clusters
  Score: Raw -864055.692209 + Penalty 2981.680736 = -861074.011473
  nChanged 37
		SP:Iteration 12Q (4723.800000 sec): 3 clusters
  Score: Raw -864068.259794 + Penalty 2981.680736 = -861086.579058
  nChanged 31
		SP:Iteration 13Q (4723.820000 sec): 3 clusters
  Score: Raw -864075.649487 + Penalty 2981.680736 = -861093.968751
  nChanged 27
		SP:Iteration 14Q (4723.840000 sec): 3 clusters
  Score: Raw -864083.898901 + Penalty 2981.680736 = -861102.218165
  nChanged 24
		SP:Iteration 15Q (4723.860000 sec): 3 clusters
  Score: Raw -864090.546704 + Penalty 2981.680736 = -861108.865967
  nChanged 22
		SP:Iteration 16Q (4723.880000 sec): 3 clusters
  Score: Raw -864094.930834 + Penalty 2981.680736 = -861113.250098
  nChanged 18
		SP:Iteration 17Q (4723.900000 sec): 3 clusters
  Score: Raw -864099.516001 + Penalty 2981.680736 = -861117.835265
  nChanged 20
		SP:Iteration 18Q (4723.920000 sec): 3 clusters
  Score: Raw -864104.041417 + Penalty 2981.680736 = -861122.360681
  nChanged 16
		SP:Iteration 19Q (4723.940000 sec): 3 clusters
  Score: Raw -864107.300944 + Penalty 2981.680736 = -861125.620208
  nChanged 14
		SP:Iteration 20F (4723.970000 sec): 3 clusters
  Score: Raw -864109.354814 + Penalty 2981.680736 = -861127.674078
  nChanged 7
		SP:Iteration 21Q (4723.990000 sec): 3 clusters
  Score: Raw -864110.133995 + Penalty 2981.680736 = -861128.453259
  nChanged 7
		SP:Iteration 22Q (4724.010000 sec): 3 clusters
  Score: Raw -864110.762693 + Penalty 2981.680736 = -861129.081957
  nChanged 3
		SP:Iteration 23Q (4724.030000 sec): 3 clusters
  Score: Raw -864110.962663 + Penalty 2981.680736 = -861129.281926
  nChanged 2
		SP:Iteration 24Q (4724.050000 sec): 3 clusters
  Score: Raw -864111.591940 + Penalty 2981.680736 = -861129.911204
  nChanged 3
		SP:Iteration 25Q (4724.070000 sec): 3 clusters
  Score: Raw -864112.197881 + Penalty 2981.680736 = -861130.517145
  nChanged 2
		SP:Iteration 26Q (4724.090000 sec): 3 clusters
  Score: Raw -864112.522894 + Penalty 2981.680736 = -861130.842158
  nChanged 3
		SP:Iteration 27Q (4724.110000 sec): 3 clusters
  Score: Raw -864113.190533 + Penalty 2981.680736 = -861131.509797
  nChanged 3
		SP:Iteration 28Q (4724.130000 sec): 3 clusters
  Score: Raw -864113.520595 + Penalty 2981.680736 = -861131.839859
  nChanged 2
		SP:Iteration 29Q (4724.150000 sec): 3 clusters
  Score: Raw -864113.790738 + Penalty 2981.680736 = -861132.110002
  nChanged 1
		SP:Iteration 30Q (4724.170000 sec): 3 clusters
  Score: Raw -864113.945357 + Penalty 2981.680736 = -861132.264621
  nChanged 1
		SP:Iteration 31Q (4724.190000 sec): 3 clusters
  Score: Raw -864114.032556 + Penalty 2981.680736 = -861132.351820
  nChanged 1
		SP:Iteration 32Q (4724.210000 sec): 3 clusters
  Score: Raw -864114.101608 + Penalty 2981.680736 = -861132.420871
  nChanged 0
		SP:Iteration 33F (4724.230000 sec): 3 clusters
  Score: Raw -864114.101608 + Penalty 2981.680736 = -861132.420871
  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 8.65 GB.

 Trying to split cluster 18 (19404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4724.300000 sec): 2 clusters
  Score: Raw -1808900.495312 + Penalty 1604.400608 = -1807296.094704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4724.350000 sec): 3 clusters
  Score: Raw -1797303.904554 + Penalty 3208.801216 = -1794095.103338
  nChanged 8655
		SP:Iteration 1F (4724.400000 sec): 3 clusters
  Score: Raw -1802815.494509 + Penalty 3208.801216 = -1799606.693293
  nChanged 1690
		SP:Iteration 2F (4724.450000 sec): 3 clusters
  Score: Raw -1804303.571867 + Penalty 3208.801216 = -1801094.770652
  nChanged 1739
		SP:Iteration 3F (4724.500000 sec): 3 clusters
  Score: Raw -1805983.003343 + Penalty 3208.801216 = -1802774.202127
  nChanged 1623
		SP:Iteration 4F (4724.550000 sec): 3 clusters
  Score: Raw -1807342.207161 + Penalty 3208.801216 = -1804133.405945
  nChanged 1276
		SP:Iteration 5F (4724.600000 sec): 3 clusters
  Score: Raw -1808360.870621 + Penalty 3208.801216 = -1805152.069406
  nChanged 988
		SP:Iteration 6F (4724.650000 sec): 3 clusters
  Score: Raw -1809166.850543 + Penalty 3208.801216 = -1805958.049327
  nChanged 858
		SP:Iteration 7Q (4724.700000 sec): 3 clusters
  Score: Raw -1809840.109172 + Penalty 3208.801216 = -1806631.307957
  nChanged 724
		SP:Iteration 8Q (4724.750000 sec): 3 clusters
  Score: Raw -1810458.197259 + Penalty 3208.801216 = -1807249.396044
  nChanged 584
		SP:Iteration 9Q (4724.790000 sec): 3 clusters
  Score: Raw -1810866.506147 + Penalty 3208.801216 = -1807657.704932
  nChanged 440
		SP:Iteration 10Q (4724.840000 sec): 3 clusters
  Score: Raw -1811074.887577 + Penalty 3208.801216 = -1807866.086361
  nChanged 303
		SP:Iteration 11Q (4724.890000 sec): 3 clusters
  Score: Raw -1811164.464575 + Penalty 3208.801216 = -1807955.663360
  nChanged 205
		SP:Iteration 12Q (4724.940000 sec): 3 clusters
  Score: Raw -1811208.133321 + Penalty 3208.801216 = -1807999.332105
  nChanged 134
		SP:Iteration 13Q (4724.990000 sec): 3 clusters
  Score: Raw -1811229.763913 + Penalty 3208.801216 = -1808020.962697
  nChanged 104
		SP:Iteration 14Q (4725.030000 sec): 3 clusters
  Score: Raw -1811242.434786 + Penalty 3208.801216 = -1808033.633571
  nChanged 82
		SP:Iteration 15Q (4725.080000 sec): 3 clusters
  Score: Raw -1811251.852306 + Penalty 3208.801216 = -1808043.051091
  nChanged 42
		SP:Iteration 16Q (4725.130000 sec): 3 clusters
  Score: Raw -1811255.417709 + Penalty 3208.801216 = -1808046.616493
  nChanged 32
		SP:Iteration 17Q (4725.170000 sec): 3 clusters
  Score: Raw -1811257.680466 + Penalty 3208.801216 = -1808048.879251
  nChanged 30
		SP:Iteration 18Q (4725.220000 sec): 3 clusters
  Score: Raw -1811260.189201 + Penalty 3208.801216 = -1808051.387985
  nChanged 21
		SP:Iteration 19Q (4725.270000 sec): 3 clusters
  Score: Raw -1811262.034768 + Penalty 3208.801216 = -1808053.233552
  nChanged 22
		SP:Iteration 20F (4725.320000 sec): 3 clusters
  Score: Raw -1811263.992870 + Penalty 3208.801216 = -1808055.191655
  nChanged 16
		SP:Iteration 21Q (4725.370000 sec): 3 clusters
  Score: Raw -1811265.324631 + Penalty 3208.801216 = -1808056.523416
  nChanged 18
		SP:Iteration 22Q (4725.420000 sec): 3 clusters
  Score: Raw -1811266.775533 + Penalty 3208.801216 = -1808057.974318
  nChanged 19
		SP:Iteration 23Q (4725.470000 sec): 3 clusters
  Score: Raw -1811268.907783 + Penalty 3208.801216 = -1808060.106567
  nChanged 20
		SP:Iteration 24Q (4725.510000 sec): 3 clusters
  Score: Raw -1811271.772633 + Penalty 3208.801216 = -1808062.971417
  nChanged 26
		SP:Iteration 25Q (4725.560000 sec): 3 clusters
  Score: Raw -1811275.921899 + Penalty 3208.801216 = -1808067.120684
  nChanged 36
		SP:Iteration 26Q (4725.610000 sec): 3 clusters
  Score: Raw -1811279.053952 + Penalty 3208.801216 = -1808070.252737
  nChanged 28
		SP:Iteration 27Q (4725.660000 sec): 3 clusters
  Score: Raw -1811282.088529 + Penalty 3208.801216 = -1808073.287313
  nChanged 24
		SP:Iteration 28Q (4725.710000 sec): 3 clusters
  Score: Raw -1811283.846576 + Penalty 3208.801216 = -1808075.045360
  nChanged 16
		SP:Iteration 29Q (4725.750000 sec): 3 clusters
  Score: Raw -1811285.165766 + Penalty 3208.801216 = -1808076.364551
  nChanged 10
		SP:Iteration 30Q (4725.800000 sec): 3 clusters
  Score: Raw -1811285.801685 + Penalty 3208.801216 = -1808077.000470
  nChanged 11
		SP:Iteration 31Q (4725.850000 sec): 3 clusters
  Score: Raw -1811286.695680 + Penalty 3208.801216 = -1808077.894465
  nChanged 12
		SP:Iteration 32Q (4725.890000 sec): 3 clusters
  Score: Raw -1811287.874630 + Penalty 3208.801216 = -1808079.073415
  nChanged 15
		SP:Iteration 33Q (4725.940000 sec): 3 clusters
  Score: Raw -1811288.929311 + Penalty 3208.801216 = -1808080.128095
  nChanged 12
		SP:Iteration 34Q (4725.990000 sec): 3 clusters
  Score: Raw -1811289.654310 + Penalty 3208.801216 = -1808080.853095
  nChanged 10
		SP:Iteration 35Q (4726.040000 sec): 3 clusters
  Score: Raw -1811290.220237 + Penalty 3208.801216 = -1808081.419022
  nChanged 7
		SP:Iteration 36Q (4726.090000 sec): 3 clusters
  Score: Raw -1811290.642283 + Penalty 3208.801216 = -1808081.841067
  nChanged 5
		SP:Iteration 37Q (4726.130000 sec): 3 clusters
  Score: Raw -1811290.973252 + Penalty 3208.801216 = -1808082.172036
  nChanged 5
		SP:Iteration 38Q (4726.180000 sec): 3 clusters
  Score: Raw -1811291.308294 + Penalty 3208.801216 = -1808082.507079
  nChanged 3
		SP:Iteration 39Q (4726.230000 sec): 3 clusters
  Score: Raw -1811291.409369 + Penalty 3208.801216 = -1808082.608153
  nChanged 2
		SP:Iteration 40F (4726.280000 sec): 3 clusters
  Score: Raw -1811291.479304 + Penalty 3208.801216 = -1808082.678089
  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 8.65 GB.

 Trying to split cluster 19 (16251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4726.330000 sec): 2 clusters
  Score: Raw -1632811.630606 + Penalty 1575.585330 = -1631236.045276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4726.370000 sec): 3 clusters
  Score: Raw -1623231.532862 + Penalty 3151.170660 = -1620080.362201
  nChanged 7296
		SP:Iteration 1F (4726.410000 sec): 3 clusters
  Score: Raw -1627372.464506 + Penalty 3151.170660 = -1624221.293845
  nChanged 1348
		SP:Iteration 2F (4726.460000 sec): 3 clusters
  Score: Raw -1628825.222764 + Penalty 3151.170660 = -1625674.052104
  nChanged 1755
		SP:Iteration 3F (4726.500000 sec): 3 clusters
  Score: Raw -1631932.657219 + Penalty 3151.170660 = -1628781.486558
  nChanged 1841
		SP:Iteration 4F (4726.540000 sec): 3 clusters
  Score: Raw -1634860.581116 + Penalty 3151.170660 = -1631709.410456
  nChanged 1350
		SP:Iteration 5F (4726.580000 sec): 3 clusters
  Score: Raw -1636110.345559 + Penalty 3151.170660 = -1632959.174899
  nChanged 742
		SP:Iteration 6Q (4726.620000 sec): 3 clusters
  Score: Raw -1636731.541146 + Penalty 3151.170660 = -1633580.370486
  nChanged 443
		SP:Iteration 7Q (4726.660000 sec): 3 clusters
  Score: Raw -1637086.524873 + Penalty 3151.170660 = -1633935.354213
  nChanged 345
		SP:Iteration 8Q (4726.700000 sec): 3 clusters
  Score: Raw -1637353.288093 + Penalty 3151.170660 = -1634202.117433
  nChanged 264
		SP:Iteration 9Q (4726.730000 sec): 3 clusters
  Score: Raw -1637528.497195 + Penalty 3151.170660 = -1634377.326534
  nChanged 216
		SP:Iteration 10Q (4726.770000 sec): 3 clusters
  Score: Raw -1637664.612958 + Penalty 3151.170660 = -1634513.442298
  nChanged 193
		SP:Iteration 11Q (4726.810000 sec): 3 clusters
  Score: Raw -1637780.856955 + Penalty 3151.170660 = -1634629.686295
  nChanged 181
		SP:Iteration 12Q (4726.840000 sec): 3 clusters
  Score: Raw -1637907.021112 + Penalty 3151.170660 = -1634755.850452
  nChanged 164
		SP:Iteration 13Q (4726.880000 sec): 3 clusters
  Score: Raw -1638021.931190 + Penalty 3151.170660 = -1634870.760530
  nChanged 153
		SP:Iteration 14Q (4726.910000 sec): 3 clusters
  Score: Raw -1638128.962416 + Penalty 3151.170660 = -1634977.791756
  nChanged 140
		SP:Iteration 15Q (4726.940000 sec): 3 clusters
  Score: Raw -1638241.308906 + Penalty 3151.170660 = -1635090.138246
  nChanged 132
		SP:Iteration 16Q (4726.980000 sec): 3 clusters
  Score: Raw -1638357.343951 + Penalty 3151.170660 = -1635206.173291
  nChanged 135
		SP:Iteration 17Q (4727.010000 sec): 3 clusters
  Score: Raw -1638488.711949 + Penalty 3151.170660 = -1635337.541288
  nChanged 131
		SP:Iteration 18Q (4727.040000 sec): 3 clusters
  Score: Raw -1638621.809679 + Penalty 3151.170660 = -1635470.639019
  nChanged 100
		SP:Iteration 19Q (4727.070000 sec): 3 clusters
  Score: Raw -1638720.392298 + Penalty 3151.170660 = -1635569.221637
  nChanged 79
		SP:Iteration 20F (4727.110000 sec): 3 clusters
  Score: Raw -1638809.764838 + Penalty 3151.170660 = -1635658.594178
  nChanged 76
		SP:Iteration 21Q (4727.140000 sec): 3 clusters
  Score: Raw -1638889.242962 + Penalty 3151.170660 = -1635738.072301
  nChanged 66
		SP:Iteration 22Q (4727.170000 sec): 3 clusters
  Score: Raw -1638933.541396 + Penalty 3151.170660 = -1635782.370735
  nChanged 49
		SP:Iteration 23Q (4727.200000 sec): 3 clusters
  Score: Raw -1638956.029290 + Penalty 3151.170660 = -1635804.858630
  nChanged 34
		SP:Iteration 24Q (4727.230000 sec): 3 clusters
  Score: Raw -1638969.037225 + Penalty 3151.170660 = -1635817.866564
  nChanged 23
		SP:Iteration 25Q (4727.260000 sec): 3 clusters
  Score: Raw -1638977.112312 + Penalty 3151.170660 = -1635825.941652
  nChanged 18
		SP:Iteration 26Q (4727.290000 sec): 3 clusters
  Score: Raw -1638982.519115 + Penalty 3151.170660 = -1635831.348455
  nChanged 12
		SP:Iteration 27Q (4727.320000 sec): 3 clusters
  Score: Raw -1638984.884555 + Penalty 3151.170660 = -1635833.713894
  nChanged 9
		SP:Iteration 28Q (4727.350000 sec): 3 clusters
  Score: Raw -1638986.764474 + Penalty 3151.170660 = -1635835.593813
  nChanged 8
		SP:Iteration 29Q (4727.380000 sec): 3 clusters
  Score: Raw -1638988.732382 + Penalty 3151.170660 = -1635837.561721
  nChanged 11
		SP:Iteration 30Q (4727.410000 sec): 3 clusters
  Score: Raw -1638991.130502 + Penalty 3151.170660 = -1635839.959842
  nChanged 4
		SP:Iteration 31Q (4727.440000 sec): 3 clusters
  Score: Raw -1638991.846240 + Penalty 3151.170660 = -1635840.675580
  nChanged 4
		SP:Iteration 32Q (4727.470000 sec): 3 clusters
  Score: Raw -1638992.588140 + Penalty 3151.170660 = -1635841.417480
  nChanged 4
		SP:Iteration 33Q (4727.500000 sec): 3 clusters
  Score: Raw -1638993.423776 + Penalty 3151.170660 = -1635842.253115
  nChanged 3
		SP:Iteration 34Q (4727.530000 sec): 3 clusters
  Score: Raw -1638994.291386 + Penalty 3151.170660 = -1635843.120726
  nChanged 5
		SP:Iteration 35Q (4727.560000 sec): 3 clusters
  Score: Raw -1638995.236916 + Penalty 3151.170660 = -1635844.066256
  nChanged 4
		SP:Iteration 36Q (4727.590000 sec): 3 clusters
  Score: Raw -1638995.999636 + Penalty 3151.170660 = -1635844.828975
  nChanged 4
		SP:Iteration 37Q (4727.620000 sec): 3 clusters
  Score: Raw -1638996.633783 + Penalty 3151.170660 = -1635845.463123
  nChanged 2
		SP:Iteration 38Q (4727.650000 sec): 3 clusters
  Score: Raw -1638997.143328 + Penalty 3151.170660 = -1635845.972668
  nChanged 2
		SP:Iteration 39Q (4727.670000 sec): 3 clusters
  Score: Raw -1638997.529972 + Penalty 3151.170660 = -1635846.359312
  nChanged 2
		SP:Iteration 40F (4727.720000 sec): 3 clusters
  Score: Raw -1638997.888254 + Penalty 3151.170660 = -1635846.717593
  nChanged 2
		SP:Iteration 41Q (4727.750000 sec): 3 clusters
  Score: Raw -1638998.097564 + Penalty 3151.170660 = -1635846.926903
  nChanged 2
		SP:Iteration 42Q (4727.770000 sec): 3 clusters
  Score: Raw -1638998.251429 + Penalty 3151.170660 = -1635847.080769
  nChanged 1
		SP:Iteration 43Q (4727.810000 sec): 3 clusters
  Score: Raw -1638998.328745 + Penalty 3151.170660 = -1635847.158085
  nChanged 0
		SP:Iteration 44F (4727.850000 sec): 3 clusters
  Score: Raw -1638998.328745 + Penalty 3151.170660 = -1635847.158085
  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 8.65 GB.

 Trying to split cluster 20 (17949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4727.910000 sec): 2 clusters
  Score: Raw -1740621.975315 + Penalty 1591.734573 = -1739030.240742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4727.950000 sec): 3 clusters
  Score: Raw -1730048.556654 + Penalty 3183.469147 = -1726865.087507
  nChanged 8066
		SP:Iteration 1F (4728.000000 sec): 3 clusters
  Score: Raw -1734753.123677 + Penalty 3183.469147 = -1731569.654530
  nChanged 1262
		SP:Iteration 2F (4728.050000 sec): 3 clusters
  Score: Raw -1735849.223349 + Penalty 3183.469147 = -1732665.754202
  nChanged 1420
		SP:Iteration 3F (4728.090000 sec): 3 clusters
  Score: Raw -1737417.270654 + Penalty 3183.469147 = -1734233.801507
  nChanged 1593
		SP:Iteration 4F (4728.140000 sec): 3 clusters
  Score: Raw -1739122.214960 + Penalty 3183.469147 = -1735938.745814
  nChanged 1548
		SP:Iteration 5F (4728.180000 sec): 3 clusters
  Score: Raw -1740607.456971 + Penalty 3183.469147 = -1737423.987824
  nChanged 1264
		SP:Iteration 6F (4728.230000 sec): 3 clusters
  Score: Raw -1741569.840563 + Penalty 3183.469147 = -1738386.371416
  nChanged 934
		SP:Iteration 7F (4728.270000 sec): 3 clusters
  Score: Raw -1742143.712007 + Penalty 3183.469147 = -1738960.242861
  nChanged 678
		SP:Iteration 8Q (4728.320000 sec): 3 clusters
  Score: Raw -1742484.465362 + Penalty 3183.469147 = -1739300.996216
  nChanged 541
		SP:Iteration 9Q (4728.360000 sec): 3 clusters
  Score: Raw -1742753.713062 + Penalty 3183.469147 = -1739570.243915
  nChanged 469
		SP:Iteration 10Q (4728.400000 sec): 3 clusters
  Score: Raw -1742986.592760 + Penalty 3183.469147 = -1739803.123613
  nChanged 438
		SP:Iteration 11Q (4728.440000 sec): 3 clusters
  Score: Raw -1743207.476750 + Penalty 3183.469147 = -1740024.007604
  nChanged 465
		SP:Iteration 12Q (4728.480000 sec): 3 clusters
  Score: Raw -1743470.699539 + Penalty 3183.469147 = -1740287.230392
  nChanged 510
		SP:Iteration 13Q (4728.530000 sec): 3 clusters
  Score: Raw -1743788.313424 + Penalty 3183.469147 = -1740604.844277
  nChanged 573
		SP:Iteration 14Q (4728.570000 sec): 3 clusters
  Score: Raw -1744240.903767 + Penalty 3183.469147 = -1741057.434620
  nChanged 733
		SP:Iteration 15Q (4728.610000 sec): 3 clusters
  Score: Raw -1745031.027435 + Penalty 3183.469147 = -1741847.558289
  nChanged 854
		SP:Iteration 16Q (4728.650000 sec): 3 clusters
  Score: Raw -1746219.389050 + Penalty 3183.469147 = -1743035.919903
  nChanged 715
		SP:Iteration 17Q (4728.680000 sec): 3 clusters
  Score: Raw -1747369.609368 + Penalty 3183.469147 = -1744186.140222
  nChanged 366
		SP:Iteration 18Q (4728.720000 sec): 3 clusters
  Score: Raw -1747807.911028 + Penalty 3183.469147 = -1744624.441881
  nChanged 126
		SP:Iteration 19Q (4728.750000 sec): 3 clusters
  Score: Raw -1747869.435509 + Penalty 3183.469147 = -1744685.966362
  nChanged 42
		SP:Iteration 20F (4728.790000 sec): 3 clusters
  Score: Raw -1748036.467383 + Penalty 3183.469147 = -1744852.998237
  nChanged 68
		SP:Iteration 21Q (4728.830000 sec): 3 clusters
  Score: Raw -1748186.243850 + Penalty 3183.469147 = -1745002.774703
  nChanged 47
		SP:Iteration 22Q (4728.860000 sec): 3 clusters
  Score: Raw -1748238.138333 + Penalty 3183.469147 = -1745054.669187
  nChanged 39
		SP:Iteration 23Q (4728.900000 sec): 3 clusters
  Score: Raw -1748263.011098 + Penalty 3183.469147 = -1745079.541952
  nChanged 21
		SP:Iteration 24Q (4728.930000 sec): 3 clusters
  Score: Raw -1748273.566588 + Penalty 3183.469147 = -1745090.097441
  nChanged 17
		SP:Iteration 25Q (4728.970000 sec): 3 clusters
  Score: Raw -1748278.452043 + Penalty 3183.469147 = -1745094.982896
  nChanged 10
		SP:Iteration 26Q (4729.000000 sec): 3 clusters
  Score: Raw -1748280.184448 + Penalty 3183.469147 = -1745096.715301
  nChanged 7
		SP:Iteration 27Q (4729.030000 sec): 3 clusters
  Score: Raw -1748281.766452 + Penalty 3183.469147 = -1745098.297305
  nChanged 4
		SP:Iteration 28Q (4729.070000 sec): 3 clusters
  Score: Raw -1748282.577284 + Penalty 3183.469147 = -1745099.108137
  nChanged 3
		SP:Iteration 29Q (4729.100000 sec): 3 clusters
  Score: Raw -1748282.907009 + Penalty 3183.469147 = -1745099.437862
  nChanged 3
		SP:Iteration 30Q (4729.130000 sec): 3 clusters
  Score: Raw -1748283.171540 + Penalty 3183.469147 = -1745099.702394
  nChanged 1
		SP:Iteration 31Q (4729.170000 sec): 3 clusters
  Score: Raw -1748283.212901 + Penalty 3183.469147 = -1745099.743754
  nChanged 0
		SP:Iteration 32F (4729.210000 sec): 3 clusters
  Score: Raw -1748283.212901 + Penalty 3183.469147 = -1745099.743754
  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 8.65 GB.

 Trying to split cluster 21 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4729.230000 sec): 2 clusters
  Score: Raw -30400.282284 + Penalty 951.449187 = -29448.833097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4729.230000 sec): 3 clusters
  Score: Raw -30570.062874 + Penalty 1902.898375 = -28667.164499
  nChanged 77
		SP:Iteration 1F (4729.230000 sec): 3 clusters
  Score: Raw -30696.700040 + Penalty 1902.898375 = -28793.801665
  nChanged 21
		SP:Iteration 2F (4729.230000 sec): 3 clusters
  Score: Raw -30760.191487 + Penalty 1902.898375 = -28857.293112
  nChanged 17
		SP:Iteration 3Q (4729.230000 sec): 3 clusters
  Score: Raw -30811.289937 + Penalty 1902.898375 = -28908.391563
  nChanged 13
		SP:Iteration 4Q (4729.230000 sec): 3 clusters
  Score: Raw -30860.401001 + Penalty 1902.898375 = -28957.502627
  nChanged 12
		SP:Iteration 5Q (4729.230000 sec): 3 clusters
  Score: Raw -30892.149506 + Penalty 1902.898375 = -28989.251131
  nChanged 16
		SP:Iteration 6Q (4729.230000 sec): 3 clusters
  Score: Raw -30951.685859 + Penalty 1902.898375 = -29048.787484
  nChanged 10
		SP:Iteration 7Q (4729.230000 sec): 3 clusters
  Score: Raw -30995.394573 + Penalty 1902.898375 = -29092.496198
  nChanged 9
		SP:Iteration 8Q (4729.240000 sec): 3 clusters
  Score: Raw -31023.547284 + Penalty 1902.898375 = -29120.648910
  nChanged 6
		SP:Iteration 9Q (4729.240000 sec): 3 clusters
  Score: Raw -31062.997619 + Penalty 1902.898375 = -29160.099244
  nChanged 8
		SP:Iteration 10Q (4729.240000 sec): 3 clusters
  Score: Raw -31116.252585 + Penalty 1902.898375 = -29213.354210
  nChanged 6
		SP:Iteration 11Q (4729.240000 sec): 3 clusters
  Score: Raw -31179.018704 + Penalty 1902.898375 = -29276.120329
  nChanged 2
		SP:Iteration 12Q (4729.240000 sec): 3 clusters
  Score: Raw -31236.262059 + Penalty 1902.898375 = -29333.363684
  nChanged 1
		SP:Iteration 13Q (4729.240000 sec): 3 clusters
  Score: Raw -31244.781756 + Penalty 1902.898375 = -29341.883381
  nChanged 0
		SP:Iteration 14F (4729.240000 sec): 3 clusters
  Score: Raw -31244.781756 + Penalty 1902.898375 = -29341.883381
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (14086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4729.290000 sec): 2 clusters
  Score: Raw -1342820.701814 + Penalty 1552.352210 = -1341268.349605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4729.320000 sec): 3 clusters
  Score: Raw -1334683.608003 + Penalty 3104.704419 = -1331578.903583
  nChanged 6143
		SP:Iteration 1F (4729.360000 sec): 3 clusters
  Score: Raw -1338628.039400 + Penalty 3104.704419 = -1335523.334980
  nChanged 1100
		SP:Iteration 2F (4729.390000 sec): 3 clusters
  Score: Raw -1339531.930466 + Penalty 3104.704419 = -1336427.226047
  nChanged 1150
		SP:Iteration 3F (4729.430000 sec): 3 clusters
  Score: Raw -1340555.568202 + Penalty 3104.704419 = -1337450.863782
  nChanged 1217
		SP:Iteration 4F (4729.470000 sec): 3 clusters
  Score: Raw -1342002.963921 + Penalty 3104.704419 = -1338898.259501
  nChanged 1151
		SP:Iteration 5F (4729.500000 sec): 3 clusters
  Score: Raw -1343293.056160 + Penalty 3104.704419 = -1340188.351741
  nChanged 970
		SP:Iteration 6F (4729.540000 sec): 3 clusters
  Score: Raw -1344186.630491 + Penalty 3104.704419 = -1341081.926072
  nChanged 708
		SP:Iteration 7F (4729.570000 sec): 3 clusters
  Score: Raw -1344765.166800 + Penalty 3104.704419 = -1341660.462380
  nChanged 535
		SP:Iteration 8Q (4729.610000 sec): 3 clusters
  Score: Raw -1345196.421984 + Penalty 3104.704419 = -1342091.717564
  nChanged 391
		SP:Iteration 9Q (4729.640000 sec): 3 clusters
  Score: Raw -1345495.927807 + Penalty 3104.704419 = -1342391.223388
  nChanged 317
		SP:Iteration 10Q (4729.670000 sec): 3 clusters
  Score: Raw -1345714.070189 + Penalty 3104.704419 = -1342609.365769
  nChanged 269
		SP:Iteration 11Q (4729.710000 sec): 3 clusters
  Score: Raw -1345894.293690 + Penalty 3104.704419 = -1342789.589271
  nChanged 217
		SP:Iteration 12Q (4729.740000 sec): 3 clusters
  Score: Raw -1346019.710147 + Penalty 3104.704419 = -1342915.005727
  nChanged 166
		SP:Iteration 13Q (4729.770000 sec): 3 clusters
  Score: Raw -1346110.867407 + Penalty 3104.704419 = -1343006.162988
  nChanged 139
		SP:Iteration 14Q (4729.800000 sec): 3 clusters
  Score: Raw -1346185.964017 + Penalty 3104.704419 = -1343081.259598
  nChanged 92
		SP:Iteration 15Q (4729.830000 sec): 3 clusters
  Score: Raw -1346229.506961 + Penalty 3104.704419 = -1343124.802541
  nChanged 77
		SP:Iteration 16Q (4729.860000 sec): 3 clusters
  Score: Raw -1346256.712109 + Penalty 3104.704419 = -1343152.007689
  nChanged 51
		SP:Iteration 17Q (4729.890000 sec): 3 clusters
  Score: Raw -1346269.241162 + Penalty 3104.704419 = -1343164.536743
  nChanged 29
		SP:Iteration 18Q (4729.920000 sec): 3 clusters
  Score: Raw -1346275.650354 + Penalty 3104.704419 = -1343170.945935
  nChanged 21
		SP:Iteration 19Q (4729.950000 sec): 3 clusters
  Score: Raw -1346280.260764 + Penalty 3104.704419 = -1343175.556344
  nChanged 16
		SP:Iteration 20F (4729.990000 sec): 3 clusters
  Score: Raw -1346284.064846 + Penalty 3104.704419 = -1343179.360426
  nChanged 13
		SP:Iteration 21Q (4730.010000 sec): 3 clusters
  Score: Raw -1346286.876501 + Penalty 3104.704419 = -1343182.172081
  nChanged 12
		SP:Iteration 22Q (4730.050000 sec): 3 clusters
  Score: Raw -1346288.519258 + Penalty 3104.704419 = -1343183.814839
  nChanged 5
		SP:Iteration 23Q (4730.070000 sec): 3 clusters
  Score: Raw -1346289.509915 + Penalty 3104.704419 = -1343184.805495
  nChanged 4
		SP:Iteration 24Q (4730.100000 sec): 3 clusters
  Score: Raw -1346290.189490 + Penalty 3104.704419 = -1343185.485071
  nChanged 2
		SP:Iteration 25Q (4730.130000 sec): 3 clusters
  Score: Raw -1346290.367296 + Penalty 3104.704419 = -1343185.662877
  nChanged 2
		SP:Iteration 26Q (4730.160000 sec): 3 clusters
  Score: Raw -1346290.753408 + Penalty 3104.704419 = -1343186.048988
  nChanged 2
		SP:Iteration 27Q (4730.190000 sec): 3 clusters
  Score: Raw -1346291.077045 + Penalty 3104.704419 = -1343186.372626
  nChanged 1
		SP:Iteration 28Q (4730.220000 sec): 3 clusters
  Score: Raw -1346291.195858 + Penalty 3104.704419 = -1343186.491439
  nChanged 1
		SP:Iteration 29Q (4730.250000 sec): 3 clusters
  Score: Raw -1346291.517881 + Penalty 3104.704419 = -1343186.813461
  nChanged 0
		SP:Iteration 30F (4730.290000 sec): 3 clusters
  Score: Raw -1346291.517881 + Penalty 3104.704419 = -1343186.813461
  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 8.65 GB.

 Trying to split cluster 23 (11221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4730.320000 sec): 2 clusters
  Score: Raw -1063831.395015 + Penalty 1515.400624 = -1062315.994391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4730.350000 sec): 3 clusters
  Score: Raw -1057438.897909 + Penalty 3030.801248 = -1054408.096661
  nChanged 4952
		SP:Iteration 1F (4730.380000 sec): 3 clusters
  Score: Raw -1060249.652752 + Penalty 3030.801248 = -1057218.851504
  nChanged 775
		SP:Iteration 2F (4730.410000 sec): 3 clusters
  Score: Raw -1060816.008134 + Penalty 3030.801248 = -1057785.206886
  nChanged 848
		SP:Iteration 3F (4730.430000 sec): 3 clusters
  Score: Raw -1061717.704580 + Penalty 3030.801248 = -1058686.903332
  nChanged 991
		SP:Iteration 4F (4730.460000 sec): 3 clusters
  Score: Raw -1062667.285659 + Penalty 3030.801248 = -1059636.484411
  nChanged 922
		SP:Iteration 5F (4730.490000 sec): 3 clusters
  Score: Raw -1063470.449543 + Penalty 3030.801248 = -1060439.648295
  nChanged 733
		SP:Iteration 6F (4730.520000 sec): 3 clusters
  Score: Raw -1064112.882000 + Penalty 3030.801248 = -1061082.080752
  nChanged 602
		SP:Iteration 7F (4730.550000 sec): 3 clusters
  Score: Raw -1064609.161344 + Penalty 3030.801248 = -1061578.360096
  nChanged 383
		SP:Iteration 8Q (4730.580000 sec): 3 clusters
  Score: Raw -1064896.027326 + Penalty 3030.801248 = -1061865.226078
  nChanged 281
		SP:Iteration 9Q (4730.600000 sec): 3 clusters
  Score: Raw -1065083.316580 + Penalty 3030.801248 = -1062052.515332
  nChanged 221
		SP:Iteration 10Q (4730.630000 sec): 3 clusters
  Score: Raw -1065223.021281 + Penalty 3030.801248 = -1062192.220033
  nChanged 171
		SP:Iteration 11Q (4730.660000 sec): 3 clusters
  Score: Raw -1065320.375882 + Penalty 3030.801248 = -1062289.574634
  nChanged 135
		SP:Iteration 12Q (4730.680000 sec): 3 clusters
  Score: Raw -1065384.286129 + Penalty 3030.801248 = -1062353.484881
  nChanged 110
		SP:Iteration 13Q (4730.710000 sec): 3 clusters
  Score: Raw -1065419.828278 + Penalty 3030.801248 = -1062389.027030
  nChanged 75
		SP:Iteration 14Q (4730.740000 sec): 3 clusters
  Score: Raw -1065441.616135 + Penalty 3030.801248 = -1062410.814887
  nChanged 65
		SP:Iteration 15Q (4730.760000 sec): 3 clusters
  Score: Raw -1065466.574073 + Penalty 3030.801248 = -1062435.772825
  nChanged 60
		SP:Iteration 16Q (4730.790000 sec): 3 clusters
  Score: Raw -1065489.200656 + Penalty 3030.801248 = -1062458.399408
  nChanged 39
		SP:Iteration 17Q (4730.810000 sec): 3 clusters
  Score: Raw -1065502.754441 + Penalty 3030.801248 = -1062471.953192
  nChanged 41
		SP:Iteration 18Q (4730.840000 sec): 3 clusters
  Score: Raw -1065516.774880 + Penalty 3030.801248 = -1062485.973632
  nChanged 44
		SP:Iteration 19Q (4730.870000 sec): 3 clusters
  Score: Raw -1065529.170311 + Penalty 3030.801248 = -1062498.369063
  nChanged 40
		SP:Iteration 20F (4730.890000 sec): 3 clusters
  Score: Raw -1065541.450550 + Penalty 3030.801248 = -1062510.649302
  nChanged 46
		SP:Iteration 21Q (4730.920000 sec): 3 clusters
  Score: Raw -1065554.857150 + Penalty 3030.801248 = -1062524.055902
  nChanged 39
		SP:Iteration 22Q (4730.950000 sec): 3 clusters
  Score: Raw -1065563.832430 + Penalty 3030.801248 = -1062533.031182
  nChanged 39
		SP:Iteration 23Q (4730.970000 sec): 3 clusters
  Score: Raw -1065573.697772 + Penalty 3030.801248 = -1062542.896524
  nChanged 34
		SP:Iteration 24Q (4731.000000 sec): 3 clusters
  Score: Raw -1065583.307961 + Penalty 3030.801248 = -1062552.506713
  nChanged 41
		SP:Iteration 25Q (4731.020000 sec): 3 clusters
  Score: Raw -1065605.944389 + Penalty 3030.801248 = -1062575.143141
  nChanged 72
		SP:Iteration 26Q (4731.050000 sec): 3 clusters
  Score: Raw -1065666.639978 + Penalty 3030.801248 = -1062635.838730
  nChanged 121
		SP:Iteration 27Q (4731.070000 sec): 3 clusters
  Score: Raw -1065831.469010 + Penalty 3030.801248 = -1062800.667762
  nChanged 172
		SP:Iteration 28Q (4731.100000 sec): 3 clusters
  Score: Raw -1066098.509469 + Penalty 3030.801248 = -1063067.708221
  nChanged 188
		SP:Iteration 29Q (4731.120000 sec): 3 clusters
  Score: Raw -1066260.217969 + Penalty 3030.801248 = -1063229.416721
  nChanged 127
		SP:Iteration 30Q (4731.150000 sec): 3 clusters
  Score: Raw -1066313.907879 + Penalty 3030.801248 = -1063283.106631
  nChanged 68
		SP:Iteration 31Q (4731.170000 sec): 3 clusters
  Score: Raw -1066333.563925 + Penalty 3030.801248 = -1063302.762677
  nChanged 52
		SP:Iteration 32Q (4731.200000 sec): 3 clusters
  Score: Raw -1066346.016291 + Penalty 3030.801248 = -1063315.215043
  nChanged 42
		SP:Iteration 33Q (4731.230000 sec): 3 clusters
  Score: Raw -1066356.992680 + Penalty 3030.801248 = -1063326.191432
  nChanged 34
		SP:Iteration 34Q (4731.250000 sec): 3 clusters
  Score: Raw -1066363.837498 + Penalty 3030.801248 = -1063333.036250
  nChanged 14
		SP:Iteration 35Q (4731.270000 sec): 3 clusters
  Score: Raw -1066366.181908 + Penalty 3030.801248 = -1063335.380660
  nChanged 9
		SP:Iteration 36Q (4731.300000 sec): 3 clusters
  Score: Raw -1066367.808628 + Penalty 3030.801248 = -1063337.007380
  nChanged 6
		SP:Iteration 37Q (4731.330000 sec): 3 clusters
  Score: Raw -1066369.515871 + Penalty 3030.801248 = -1063338.714623
  nChanged 10
		SP:Iteration 38Q (4731.350000 sec): 3 clusters
  Score: Raw -1066371.879013 + Penalty 3030.801248 = -1063341.077764
  nChanged 10
		SP:Iteration 39Q (4731.370000 sec): 3 clusters
  Score: Raw -1066373.925836 + Penalty 3030.801248 = -1063343.124588
  nChanged 16
		SP:Iteration 40F (4731.400000 sec): 3 clusters
  Score: Raw -1066379.986897 + Penalty 3030.801248 = -1063349.185649
  nChanged 20
		SP:Iteration 41Q (4731.430000 sec): 3 clusters
  Score: Raw -1066389.938099 + Penalty 3030.801248 = -1063359.136851
  nChanged 22
		SP:Iteration 42Q (4731.450000 sec): 3 clusters
  Score: Raw -1066400.680272 + Penalty 3030.801248 = -1063369.879024
  nChanged 31
		SP:Iteration 43Q (4731.480000 sec): 3 clusters
  Score: Raw -1066419.087605 + Penalty 3030.801248 = -1063388.286357
  nChanged 34
		SP:Iteration 44Q (4731.500000 sec): 3 clusters
  Score: Raw -1066438.258251 + Penalty 3030.801248 = -1063407.457003
  nChanged 35
		SP:Iteration 45Q (4731.530000 sec): 3 clusters
  Score: Raw -1066458.255550 + Penalty 3030.801248 = -1063427.454302
  nChanged 31
		SP:Iteration 46Q (4731.550000 sec): 3 clusters
  Score: Raw -1066476.293034 + Penalty 3030.801248 = -1063445.491786
  nChanged 33
		SP:Iteration 47Q (4731.570000 sec): 3 clusters
  Score: Raw -1066498.963328 + Penalty 3030.801248 = -1063468.162080
  nChanged 43
		SP:Iteration 48Q (4731.600000 sec): 3 clusters
  Score: Raw -1066521.182962 + Penalty 3030.801248 = -1063490.381714
  nChanged 43
		SP:Iteration 49Q (4731.620000 sec): 3 clusters
  Score: Raw -1066534.312668 + Penalty 3030.801248 = -1063503.511420
  nChanged 30
		SP:Iteration 50Q (4731.650000 sec): 3 clusters
  Score: Raw -1066541.801963 + Penalty 3030.801248 = -1063511.000715
  nChanged 22
		SP:Iteration 51Q (4731.670000 sec): 3 clusters
  Score: Raw -1066547.375575 + Penalty 3030.801248 = -1063516.574327
  nChanged 18
		SP:Iteration 52Q (4731.690000 sec): 3 clusters
  Score: Raw -1066551.379881 + Penalty 3030.801248 = -1063520.578633
  nChanged 16
		SP:Iteration 53Q (4731.720000 sec): 3 clusters
  Score: Raw -1066554.228674 + Penalty 3030.801248 = -1063523.427426
  nChanged 9
		SP:Iteration 54Q (4731.740000 sec): 3 clusters
  Score: Raw -1066555.532551 + Penalty 3030.801248 = -1063524.731303
  nChanged 2
		SP:Iteration 55Q (4731.770000 sec): 3 clusters
  Score: Raw -1066555.698572 + Penalty 3030.801248 = -1063524.897324
  nChanged 4
		SP:Iteration 56Q (4731.790000 sec): 3 clusters
  Score: Raw -1066556.111981 + Penalty 3030.801248 = -1063525.310732
  nChanged 2
		SP:Iteration 57Q (4731.810000 sec): 3 clusters
  Score: Raw -1066556.281620 + Penalty 3030.801248 = -1063525.480372
  nChanged 0
		SP:Iteration 58F (4731.840000 sec): 3 clusters
  Score: Raw -1066556.281620 + Penalty 3030.801248 = -1063525.480372
  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 8.65 GB.

 Trying to split cluster 24 (13315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4731.880000 sec): 2 clusters
  Score: Raw -1342520.122201 + Penalty 1543.205056 = -1340976.917145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4731.910000 sec): 3 clusters
  Score: Raw -1334858.990443 + Penalty 3086.410112 = -1331772.580332
  nChanged 5799
		SP:Iteration 1F (4731.950000 sec): 3 clusters
  Score: Raw -1338038.876297 + Penalty 3086.410112 = -1334952.466185
  nChanged 770
		SP:Iteration 2F (4731.980000 sec): 3 clusters
  Score: Raw -1338341.794607 + Penalty 3086.410112 = -1335255.384495
  nChanged 617
		SP:Iteration 3Q (4732.010000 sec): 3 clusters
  Score: Raw -1338565.182556 + Penalty 3086.410112 = -1335478.772444
  nChanged 566
		SP:Iteration 4Q (4732.050000 sec): 3 clusters
  Score: Raw -1338764.912602 + Penalty 3086.410112 = -1335678.502491
  nChanged 532
		SP:Iteration 5Q (4732.080000 sec): 3 clusters
  Score: Raw -1338956.709233 + Penalty 3086.410112 = -1335870.299121
  nChanged 509
		SP:Iteration 6Q (4732.120000 sec): 3 clusters
  Score: Raw -1339153.721435 + Penalty 3086.410112 = -1336067.311324
  nChanged 534
		SP:Iteration 7Q (4732.150000 sec): 3 clusters
  Score: Raw -1339373.535047 + Penalty 3086.410112 = -1336287.124935
  nChanged 541
		SP:Iteration 8Q (4732.180000 sec): 3 clusters
  Score: Raw -1339597.474952 + Penalty 3086.410112 = -1336511.064840
  nChanged 503
		SP:Iteration 9Q (4732.220000 sec): 3 clusters
  Score: Raw -1339812.343906 + Penalty 3086.410112 = -1336725.933794
  nChanged 527
		SP:Iteration 10Q (4732.250000 sec): 3 clusters
  Score: Raw -1340039.826943 + Penalty 3086.410112 = -1336953.416831
  nChanged 494
		SP:Iteration 11Q (4732.290000 sec): 3 clusters
  Score: Raw -1340268.319559 + Penalty 3086.410112 = -1337181.909447
  nChanged 474
		SP:Iteration 12Q (4732.320000 sec): 3 clusters
  Score: Raw -1340515.439773 + Penalty 3086.410112 = -1337429.029661
  nChanged 475
		SP:Iteration 13Q (4732.350000 sec): 3 clusters
  Score: Raw -1340768.537690 + Penalty 3086.410112 = -1337682.127578
  nChanged 469
		SP:Iteration 14Q (4732.390000 sec): 3 clusters
  Score: Raw -1341047.344351 + Penalty 3086.410112 = -1337960.934239
  nChanged 427
		SP:Iteration 15Q (4732.420000 sec): 3 clusters
  Score: Raw -1341331.923743 + Penalty 3086.410112 = -1338245.513631
  nChanged 416
		SP:Iteration 16Q (4732.450000 sec): 3 clusters
  Score: Raw -1341631.420790 + Penalty 3086.410112 = -1338545.010678
  nChanged 337
		SP:Iteration 17Q (4732.490000 sec): 3 clusters
  Score: Raw -1341891.329722 + Penalty 3086.410112 = -1338804.919610
  nChanged 288
		SP:Iteration 18Q (4732.520000 sec): 3 clusters
  Score: Raw -1342109.521341 + Penalty 3086.410112 = -1339023.111229
  nChanged 252
		SP:Iteration 19Q (4732.550000 sec): 3 clusters
  Score: Raw -1342311.310172 + Penalty 3086.410112 = -1339224.900060
  nChanged 193
		SP:Iteration 20F (4732.590000 sec): 3 clusters
  Score: Raw -1342451.073062 + Penalty 3086.410112 = -1339364.662950
  nChanged 141
		SP:Iteration 21Q (4732.610000 sec): 3 clusters
  Score: Raw -1342559.355110 + Penalty 3086.410112 = -1339472.944998
  nChanged 91
		SP:Iteration 22Q (4732.640000 sec): 3 clusters
  Score: Raw -1342627.391152 + Penalty 3086.410112 = -1339540.981040
  nChanged 62
		SP:Iteration 23Q (4732.670000 sec): 3 clusters
  Score: Raw -1342679.118443 + Penalty 3086.410112 = -1339592.708331
  nChanged 46
		SP:Iteration 24Q (4732.690000 sec): 3 clusters
  Score: Raw -1342723.677448 + Penalty 3086.410112 = -1339637.267336
  nChanged 39
		SP:Iteration 25Q (4732.720000 sec): 3 clusters
  Score: Raw -1342752.738811 + Penalty 3086.410112 = -1339666.328699
  nChanged 28
		SP:Iteration 26Q (4732.750000 sec): 3 clusters
  Score: Raw -1342770.737488 + Penalty 3086.410112 = -1339684.327377
  nChanged 12
		SP:Iteration 27Q (4732.770000 sec): 3 clusters
  Score: Raw -1342777.011846 + Penalty 3086.410112 = -1339690.601734
  nChanged 11
		SP:Iteration 28Q (4732.800000 sec): 3 clusters
  Score: Raw -1342781.563248 + Penalty 3086.410112 = -1339695.153137
  nChanged 13
		SP:Iteration 29Q (4732.820000 sec): 3 clusters
  Score: Raw -1342786.541173 + Penalty 3086.410112 = -1339700.131061
  nChanged 10
		SP:Iteration 30Q (4732.850000 sec): 3 clusters
  Score: Raw -1342790.926892 + Penalty 3086.410112 = -1339704.516780
  nChanged 7
		SP:Iteration 31Q (4732.870000 sec): 3 clusters
  Score: Raw -1342794.108833 + Penalty 3086.410112 = -1339707.698721
  nChanged 9
		SP:Iteration 32Q (4732.890000 sec): 3 clusters
  Score: Raw -1342797.708840 + Penalty 3086.410112 = -1339711.298728
  nChanged 6
		SP:Iteration 33Q (4732.920000 sec): 3 clusters
  Score: Raw -1342800.667050 + Penalty 3086.410112 = -1339714.256938
  nChanged 5
		SP:Iteration 34Q (4732.950000 sec): 3 clusters
  Score: Raw -1342802.826480 + Penalty 3086.410112 = -1339716.416368
  nChanged 4
		SP:Iteration 35Q (4732.970000 sec): 3 clusters
  Score: Raw -1342803.966344 + Penalty 3086.410112 = -1339717.556232
  nChanged 1
		SP:Iteration 36Q (4733.000000 sec): 3 clusters
  Score: Raw -1342804.451752 + Penalty 3086.410112 = -1339718.041640
  nChanged 2
		SP:Iteration 37Q (4733.020000 sec): 3 clusters
  Score: Raw -1342805.641184 + Penalty 3086.410112 = -1339719.231072
  nChanged 2
		SP:Iteration 38Q (4733.040000 sec): 3 clusters
  Score: Raw -1342806.294911 + Penalty 3086.410112 = -1339719.884799
  nChanged 2
		SP:Iteration 39Q (4733.070000 sec): 3 clusters
  Score: Raw -1342807.176972 + Penalty 3086.410112 = -1339720.766860
  nChanged 2
		SP:Iteration 40F (4733.100000 sec): 3 clusters
  Score: Raw -1342807.810132 + Penalty 3086.410112 = -1339721.400020
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (11831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4733.130000 sec): 2 clusters
  Score: Raw -1057963.367195 + Penalty 1524.002754 = -1056439.364441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4733.160000 sec): 3 clusters
  Score: Raw -1051269.773739 + Penalty 3048.005507 = -1048221.768232
  nChanged 5260
		SP:Iteration 1F (4733.190000 sec): 3 clusters
  Score: Raw -1055842.212605 + Penalty 3048.005507 = -1052794.207098
  nChanged 1484
		SP:Iteration 2F (4733.220000 sec): 3 clusters
  Score: Raw -1058096.854421 + Penalty 3048.005507 = -1055048.848914
  nChanged 1416
		SP:Iteration 3F (4733.240000 sec): 3 clusters
  Score: Raw -1060299.787488 + Penalty 3048.005507 = -1057251.781981
  nChanged 1062
		SP:Iteration 4F (4733.270000 sec): 3 clusters
  Score: Raw -1062059.158335 + Penalty 3048.005507 = -1059011.152827
  nChanged 709
		SP:Iteration 5F (4733.300000 sec): 3 clusters
  Score: Raw -1063467.348246 + Penalty 3048.005507 = -1060419.342738
  nChanged 443
		SP:Iteration 6Q (4733.330000 sec): 3 clusters
  Score: Raw -1064394.514298 + Penalty 3048.005507 = -1061346.508790
  nChanged 233
		SP:Iteration 7Q (4733.350000 sec): 3 clusters
  Score: Raw -1064638.622892 + Penalty 3048.005507 = -1061590.617385
  nChanged 110
		SP:Iteration 8Q (4733.380000 sec): 3 clusters
  Score: Raw -1064681.975921 + Penalty 3048.005507 = -1061633.970414
  nChanged 43
		SP:Iteration 9Q (4733.400000 sec): 3 clusters
  Score: Raw -1064695.488910 + Penalty 3048.005507 = -1061647.483403
  nChanged 27
		SP:Iteration 10Q (4733.420000 sec): 3 clusters
  Score: Raw -1064702.236833 + Penalty 3048.005507 = -1061654.231325
  nChanged 17
		SP:Iteration 11Q (4733.440000 sec): 3 clusters
  Score: Raw -1064708.494229 + Penalty 3048.005507 = -1061660.488721
  nChanged 20
		SP:Iteration 12Q (4733.470000 sec): 3 clusters
  Score: Raw -1064714.241300 + Penalty 3048.005507 = -1061666.235793
  nChanged 17
		SP:Iteration 13Q (4733.490000 sec): 3 clusters
  Score: Raw -1064718.342977 + Penalty 3048.005507 = -1061670.337469
  nChanged 16
		SP:Iteration 14Q (4733.510000 sec): 3 clusters
  Score: Raw -1064721.534344 + Penalty 3048.005507 = -1061673.528837
  nChanged 15
		SP:Iteration 15Q (4733.530000 sec): 3 clusters
  Score: Raw -1064723.541452 + Penalty 3048.005507 = -1061675.535945
  nChanged 8
		SP:Iteration 16Q (4733.550000 sec): 3 clusters
  Score: Raw -1064724.612662 + Penalty 3048.005507 = -1061676.607154
  nChanged 7
		SP:Iteration 17Q (4733.580000 sec): 3 clusters
  Score: Raw -1064725.535006 + Penalty 3048.005507 = -1061677.529499
  nChanged 5
		SP:Iteration 18Q (4733.600000 sec): 3 clusters
  Score: Raw -1064726.210421 + Penalty 3048.005507 = -1061678.204914
  nChanged 2
		SP:Iteration 19Q (4733.620000 sec): 3 clusters
  Score: Raw -1064726.380384 + Penalty 3048.005507 = -1061678.374877
  nChanged 2
		SP:Iteration 20F (4733.650000 sec): 3 clusters
  Score: Raw -1064726.519152 + Penalty 3048.005507 = -1061678.513645
  nChanged 1
		SP:Iteration 21Q (4733.670000 sec): 3 clusters
  Score: Raw -1064726.599049 + Penalty 3048.005507 = -1061678.593542
  nChanged 1
		SP:Iteration 22Q (4733.690000 sec): 3 clusters
  Score: Raw -1064726.669615 + Penalty 3048.005507 = -1061678.664107
  nChanged 1
		SP:Iteration 23Q (4733.720000 sec): 3 clusters
  Score: Raw -1064726.711937 + Penalty 3048.005507 = -1061678.706430
  nChanged 0
		SP:Iteration 24F (4733.750000 sec): 3 clusters
  Score: Raw -1064726.711937 + Penalty 3048.005507 = -1061678.706430
  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 8.65 GB.

 Trying to split cluster 26 (35886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4733.860000 sec): 2 clusters
  Score: Raw -3358348.401055 + Penalty 1704.316661 = -3356644.084395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4733.950000 sec): 3 clusters
  Score: Raw -3336129.548679 + Penalty 3408.633321 = -3332720.915358
  nChanged 16647
		SP:Iteration 1F (4734.050000 sec): 3 clusters
  Score: Raw -3348009.290339 + Penalty 3408.633321 = -3344600.657018
  nChanged 3289
		SP:Iteration 2F (4734.140000 sec): 3 clusters
  Score: Raw -3350991.975081 + Penalty 3408.633321 = -3347583.341760
  nChanged 3444
		SP:Iteration 3F (4734.230000 sec): 3 clusters
  Score: Raw -3354343.647944 + Penalty 3408.633321 = -3350935.014623
  nChanged 3107
		SP:Iteration 4F (4734.320000 sec): 3 clusters
  Score: Raw -3356850.935983 + Penalty 3408.633321 = -3353442.302662
  nChanged 2272
		SP:Iteration 5F (4734.410000 sec): 3 clusters
  Score: Raw -3358199.834646 + Penalty 3408.633321 = -3354791.201325
  nChanged 1590
		SP:Iteration 6Q (4734.510000 sec): 3 clusters
  Score: Raw -3358969.322520 + Penalty 3408.633321 = -3355560.689199
  nChanged 1154
		SP:Iteration 7Q (4734.600000 sec): 3 clusters
  Score: Raw -3359497.783950 + Penalty 3408.633321 = -3356089.150629
  nChanged 930
		SP:Iteration 8Q (4734.690000 sec): 3 clusters
  Score: Raw -3359946.714749 + Penalty 3408.633321 = -3356538.081428
  nChanged 833
		SP:Iteration 9Q (4734.780000 sec): 3 clusters
  Score: Raw -3360381.619706 + Penalty 3408.633321 = -3356972.986385
  nChanged 810
		SP:Iteration 10Q (4734.870000 sec): 3 clusters
  Score: Raw -3360810.879735 + Penalty 3408.633321 = -3357402.246414
  nChanged 749
		SP:Iteration 11Q (4734.960000 sec): 3 clusters
  Score: Raw -3361176.175428 + Penalty 3408.633321 = -3357767.542107
  nChanged 688
		SP:Iteration 12Q (4735.050000 sec): 3 clusters
  Score: Raw -3361497.171513 + Penalty 3408.633321 = -3358088.538192
  nChanged 625
		SP:Iteration 13Q (4735.130000 sec): 3 clusters
  Score: Raw -3361772.993381 + Penalty 3408.633321 = -3358364.360060
  nChanged 579
		SP:Iteration 14Q (4735.210000 sec): 3 clusters
  Score: Raw -3362023.380592 + Penalty 3408.633321 = -3358614.747271
  nChanged 491
		SP:Iteration 15Q (4735.300000 sec): 3 clusters
  Score: Raw -3362216.478462 + Penalty 3408.633321 = -3358807.845141
  nChanged 417
		SP:Iteration 16Q (4735.380000 sec): 3 clusters
  Score: Raw -3362363.642068 + Penalty 3408.633321 = -3358955.008747
  nChanged 375
		SP:Iteration 17Q (4735.470000 sec): 3 clusters
  Score: Raw -3362487.409588 + Penalty 3408.633321 = -3359078.776267
  nChanged 304
		SP:Iteration 18Q (4735.550000 sec): 3 clusters
  Score: Raw -3362605.587274 + Penalty 3408.633321 = -3359196.953953
  nChanged 295
		SP:Iteration 19Q (4735.630000 sec): 3 clusters
  Score: Raw -3362775.371763 + Penalty 3408.633321 = -3359366.738442
  nChanged 295
		SP:Iteration 20F (4735.720000 sec): 3 clusters
  Score: Raw -3362962.639020 + Penalty 3408.633321 = -3359554.005699
  nChanged 256
		SP:Iteration 21Q (4735.800000 sec): 3 clusters
  Score: Raw -3363065.048813 + Penalty 3408.633321 = -3359656.415492
  nChanged 194
		SP:Iteration 22Q (4735.880000 sec): 3 clusters
  Score: Raw -3363115.392286 + Penalty 3408.633321 = -3359706.758965
  nChanged 155
		SP:Iteration 23Q (4735.960000 sec): 3 clusters
  Score: Raw -3363152.780530 + Penalty 3408.633321 = -3359744.147209
  nChanged 128
		SP:Iteration 24Q (4736.040000 sec): 3 clusters
  Score: Raw -3363179.662443 + Penalty 3408.633321 = -3359771.029122
  nChanged 109
		SP:Iteration 25Q (4736.120000 sec): 3 clusters
  Score: Raw -3363196.473154 + Penalty 3408.633321 = -3359787.839833
  nChanged 98
		SP:Iteration 26Q (4736.200000 sec): 3 clusters
  Score: Raw -3363210.448861 + Penalty 3408.633321 = -3359801.815540
  nChanged 78
		SP:Iteration 27Q (4736.270000 sec): 3 clusters
  Score: Raw -3363220.626612 + Penalty 3408.633321 = -3359811.993290
  nChanged 59
		SP:Iteration 28Q (4736.350000 sec): 3 clusters
  Score: Raw -3363227.786684 + Penalty 3408.633321 = -3359819.153363
  nChanged 51
		SP:Iteration 29Q (4736.430000 sec): 3 clusters
  Score: Raw -3363233.382838 + Penalty 3408.633321 = -3359824.749517
  nChanged 52
		SP:Iteration 30Q (4736.510000 sec): 3 clusters
  Score: Raw -3363237.949928 + Penalty 3408.633321 = -3359829.316607
  nChanged 41
		SP:Iteration 31Q (4736.590000 sec): 3 clusters
  Score: Raw -3363241.607964 + Penalty 3408.633321 = -3359832.974643
  nChanged 24
		SP:Iteration 32Q (4736.670000 sec): 3 clusters
  Score: Raw -3363243.437072 + Penalty 3408.633321 = -3359834.803751
  nChanged 23
		SP:Iteration 33Q (4736.750000 sec): 3 clusters
  Score: Raw -3363245.544866 + Penalty 3408.633321 = -3359836.911545
  nChanged 21
		SP:Iteration 34Q (4736.830000 sec): 3 clusters
  Score: Raw -3363247.240803 + Penalty 3408.633321 = -3359838.607482
  nChanged 32
		SP:Iteration 35Q (4736.910000 sec): 3 clusters
  Score: Raw -3363249.684045 + Penalty 3408.633321 = -3359841.050724
  nChanged 32
		SP:Iteration 36Q (4736.990000 sec): 3 clusters
  Score: Raw -3363252.062089 + Penalty 3408.633321 = -3359843.428768
  nChanged 23
		SP:Iteration 37Q (4737.070000 sec): 3 clusters
  Score: Raw -3363253.634833 + Penalty 3408.633321 = -3359845.001512
  nChanged 19
		SP:Iteration 38Q (4737.140000 sec): 3 clusters
  Score: Raw -3363254.719204 + Penalty 3408.633321 = -3359846.085883
  nChanged 12
		SP:Iteration 39Q (4737.220000 sec): 3 clusters
  Score: Raw -3363255.372639 + Penalty 3408.633321 = -3359846.739318
  nChanged 15
		SP:Iteration 40F (4737.310000 sec): 3 clusters
  Score: Raw -3363256.554606 + Penalty 3408.633321 = -3359847.921285
  nChanged 16
		SP:Iteration 41Q (4737.390000 sec): 3 clusters
  Score: Raw -3363257.341951 + Penalty 3408.633321 = -3359848.708630
  nChanged 8
		SP:Iteration 42Q (4737.470000 sec): 3 clusters
  Score: Raw -3363257.776187 + Penalty 3408.633321 = -3359849.142866
  nChanged 6
		SP:Iteration 43Q (4737.540000 sec): 3 clusters
  Score: Raw -3363258.069887 + Penalty 3408.633321 = -3359849.436566
  nChanged 4
		SP:Iteration 44Q (4737.620000 sec): 3 clusters
  Score: Raw -3363258.222691 + Penalty 3408.633321 = -3359849.589370
  nChanged 3
		SP:Iteration 45Q (4737.690000 sec): 3 clusters
  Score: Raw -3363258.345313 + Penalty 3408.633321 = -3359849.711992
  nChanged 1
		SP:Iteration 46Q (4737.770000 sec): 3 clusters
  Score: Raw -3363258.369966 + Penalty 3408.633321 = -3359849.736645
  nChanged 1
		SP:Iteration 47Q (4737.850000 sec): 3 clusters
  Score: Raw -3363258.417094 + Penalty 3408.633321 = -3359849.783773
  nChanged 0
		SP:Iteration 48F (4737.940000 sec): 3 clusters
  Score: Raw -3363258.417094 + Penalty 3408.633321 = -3359849.783773
  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 8.65 GB.

 Trying to split cluster 27 (21265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4738.000000 sec): 2 clusters
  Score: Raw -2151892.256833 + Penalty 1619.282894 = -2150272.973939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4738.060000 sec): 3 clusters
  Score: Raw -2139162.902848 + Penalty 3238.565787 = -2135924.337061
  nChanged 9623
		SP:Iteration 1F (4738.110000 sec): 3 clusters
  Score: Raw -2144500.629363 + Penalty 3238.565787 = -2141262.063575
  nChanged 1276
		SP:Iteration 2F (4738.160000 sec): 3 clusters
  Score: Raw -2145168.571806 + Penalty 3238.565787 = -2141930.006018
  nChanged 1309
		SP:Iteration 3F (4738.220000 sec): 3 clusters
  Score: Raw -2145997.366330 + Penalty 3238.565787 = -2142758.800543
  nChanged 1466
		SP:Iteration 4F (4738.270000 sec): 3 clusters
  Score: Raw -2147189.044467 + Penalty 3238.565787 = -2143950.478680
  nChanged 1642
		SP:Iteration 5F (4738.330000 sec): 3 clusters
  Score: Raw -2148933.244819 + Penalty 3238.565787 = -2145694.679031
  nChanged 1717
		SP:Iteration 6F (4738.380000 sec): 3 clusters
  Score: Raw -2150797.941061 + Penalty 3238.565787 = -2147559.375273
  nChanged 1384
		SP:Iteration 7F (4738.430000 sec): 3 clusters
  Score: Raw -2152208.452380 + Penalty 3238.565787 = -2148969.886592
  nChanged 991
		SP:Iteration 8Q (4738.480000 sec): 3 clusters
  Score: Raw -2153055.395425 + Penalty 3238.565787 = -2149816.829638
  nChanged 613
		SP:Iteration 9Q (4738.530000 sec): 3 clusters
  Score: Raw -2153498.028482 + Penalty 3238.565787 = -2150259.462695
  nChanged 446
		SP:Iteration 10Q (4738.580000 sec): 3 clusters
  Score: Raw -2153725.635171 + Penalty 3238.565787 = -2150487.069384
  nChanged 308
		SP:Iteration 11Q (4738.630000 sec): 3 clusters
  Score: Raw -2153872.614972 + Penalty 3238.565787 = -2150634.049184
  nChanged 247
		SP:Iteration 12Q (4738.680000 sec): 3 clusters
  Score: Raw -2153985.471466 + Penalty 3238.565787 = -2150746.905678
  nChanged 226
		SP:Iteration 13Q (4738.730000 sec): 3 clusters
  Score: Raw -2154084.666861 + Penalty 3238.565787 = -2150846.101073
  nChanged 208
		SP:Iteration 14Q (4738.770000 sec): 3 clusters
  Score: Raw -2154162.164838 + Penalty 3238.565787 = -2150923.599051
  nChanged 203
		SP:Iteration 15Q (4738.820000 sec): 3 clusters
  Score: Raw -2154238.269992 + Penalty 3238.565787 = -2150999.704205
  nChanged 214
		SP:Iteration 16Q (4738.870000 sec): 3 clusters
  Score: Raw -2154320.751568 + Penalty 3238.565787 = -2151082.185780
  nChanged 198
		SP:Iteration 17Q (4738.910000 sec): 3 clusters
  Score: Raw -2154389.312523 + Penalty 3238.565787 = -2151150.746736
  nChanged 176
		SP:Iteration 18Q (4738.960000 sec): 3 clusters
  Score: Raw -2154444.735700 + Penalty 3238.565787 = -2151206.169913
  nChanged 158
		SP:Iteration 19Q (4739.010000 sec): 3 clusters
  Score: Raw -2154486.547239 + Penalty 3238.565787 = -2151247.981452
  nChanged 137
		SP:Iteration 20F (4739.060000 sec): 3 clusters
  Score: Raw -2154513.175067 + Penalty 3238.565787 = -2151274.609280
  nChanged 115
		SP:Iteration 21Q (4739.110000 sec): 3 clusters
  Score: Raw -2154535.530740 + Penalty 3238.565787 = -2151296.964952
  nChanged 110
		SP:Iteration 22Q (4739.160000 sec): 3 clusters
  Score: Raw -2154556.529334 + Penalty 3238.565787 = -2151317.963546
  nChanged 86
		SP:Iteration 23Q (4739.210000 sec): 3 clusters
  Score: Raw -2154569.126377 + Penalty 3238.565787 = -2151330.560589
  nChanged 59
		SP:Iteration 24Q (4739.250000 sec): 3 clusters
  Score: Raw -2154576.168250 + Penalty 3238.565787 = -2151337.602463
  nChanged 53
		SP:Iteration 25Q (4739.300000 sec): 3 clusters
  Score: Raw -2154582.939831 + Penalty 3238.565787 = -2151344.374043
  nChanged 56
		SP:Iteration 26Q (4739.350000 sec): 3 clusters
  Score: Raw -2154590.845679 + Penalty 3238.565787 = -2151352.279892
  nChanged 42
		SP:Iteration 27Q (4739.400000 sec): 3 clusters
  Score: Raw -2154595.345998 + Penalty 3238.565787 = -2151356.780211
  nChanged 29
		SP:Iteration 28Q (4739.450000 sec): 3 clusters
  Score: Raw -2154597.472131 + Penalty 3238.565787 = -2151358.906343
  nChanged 20
		SP:Iteration 29Q (4739.490000 sec): 3 clusters
  Score: Raw -2154598.986820 + Penalty 3238.565787 = -2151360.421032
  nChanged 13
		SP:Iteration 30Q (4739.540000 sec): 3 clusters
  Score: Raw -2154599.822534 + Penalty 3238.565787 = -2151361.256747
  nChanged 10
		SP:Iteration 31Q (4739.590000 sec): 3 clusters
  Score: Raw -2154600.303974 + Penalty 3238.565787 = -2151361.738186
  nChanged 11
		SP:Iteration 32Q (4739.640000 sec): 3 clusters
  Score: Raw -2154601.033975 + Penalty 3238.565787 = -2151362.468188
  nChanged 9
		SP:Iteration 33Q (4739.690000 sec): 3 clusters
  Score: Raw -2154601.609174 + Penalty 3238.565787 = -2151363.043387
  nChanged 8
		SP:Iteration 34Q (4739.730000 sec): 3 clusters
  Score: Raw -2154602.287901 + Penalty 3238.565787 = -2151363.722113
  nChanged 7
		SP:Iteration 35Q (4739.780000 sec): 3 clusters
  Score: Raw -2154602.805577 + Penalty 3238.565787 = -2151364.239789
  nChanged 8
		SP:Iteration 36Q (4739.830000 sec): 3 clusters
  Score: Raw -2154603.512181 + Penalty 3238.565787 = -2151364.946393
  nChanged 8
		SP:Iteration 37Q (4739.880000 sec): 3 clusters
  Score: Raw -2154604.231782 + Penalty 3238.565787 = -2151365.665994
  nChanged 10
		SP:Iteration 38Q (4739.930000 sec): 3 clusters
  Score: Raw -2154605.178983 + Penalty 3238.565787 = -2151366.613196
  nChanged 10
		SP:Iteration 39Q (4739.970000 sec): 3 clusters
  Score: Raw -2154605.789995 + Penalty 3238.565787 = -2151367.224207
  nChanged 12
		SP:Iteration 40F (4740.030000 sec): 3 clusters
  Score: Raw -2154606.484108 + Penalty 3238.565787 = -2151367.918321
  nChanged 11
		SP:Iteration 41Q (4740.080000 sec): 3 clusters
  Score: Raw -2154607.172635 + Penalty 3238.565787 = -2151368.606847
  nChanged 9
		SP:Iteration 42Q (4740.130000 sec): 3 clusters
  Score: Raw -2154607.884748 + Penalty 3238.565787 = -2151369.318960
  nChanged 12
		SP:Iteration 43Q (4740.170000 sec): 3 clusters
  Score: Raw -2154608.753136 + Penalty 3238.565787 = -2151370.187348
  nChanged 8
		SP:Iteration 44Q (4740.220000 sec): 3 clusters
  Score: Raw -2154609.147616 + Penalty 3238.565787 = -2151370.581829
  nChanged 9
		SP:Iteration 45Q (4740.270000 sec): 3 clusters
  Score: Raw -2154609.644803 + Penalty 3238.565787 = -2151371.079015
  nChanged 6
		SP:Iteration 46Q (4740.320000 sec): 3 clusters
  Score: Raw -2154609.931969 + Penalty 3238.565787 = -2151371.366181
  nChanged 5
		SP:Iteration 47Q (4740.370000 sec): 3 clusters
  Score: Raw -2154610.121862 + Penalty 3238.565787 = -2151371.556075
  nChanged 2
		SP:Iteration 48Q (4740.420000 sec): 3 clusters
  Score: Raw -2154610.214394 + Penalty 3238.565787 = -2151371.648606
  nChanged 5
		SP:Iteration 49Q (4740.470000 sec): 3 clusters
  Score: Raw -2154610.365352 + Penalty 3238.565787 = -2151371.799564
  nChanged 2
		SP:Iteration 50Q (4740.510000 sec): 3 clusters
  Score: Raw -2154610.468122 + Penalty 3238.565787 = -2151371.902335
  nChanged 3
		SP:Iteration 51Q (4740.570000 sec): 3 clusters
  Score: Raw -2154610.752761 + Penalty 3238.565787 = -2151372.186974
  nChanged 2
		SP:Iteration 52Q (4740.610000 sec): 3 clusters
  Score: Raw -2154610.934059 + Penalty 3238.565787 = -2151372.368271
  nChanged 4
		SP:Iteration 53Q (4740.660000 sec): 3 clusters
  Score: Raw -2154611.125711 + Penalty 3238.565787 = -2151372.559924
  nChanged 2
		SP:Iteration 54Q (4740.710000 sec): 3 clusters
  Score: Raw -2154611.359351 + Penalty 3238.565787 = -2151372.793563
  nChanged 7
		SP:Iteration 55Q (4740.760000 sec): 3 clusters
  Score: Raw -2154611.909922 + Penalty 3238.565787 = -2151373.344135
  nChanged 6
		SP:Iteration 56Q (4740.810000 sec): 3 clusters
  Score: Raw -2154612.278191 + Penalty 3238.565787 = -2151373.712404
  nChanged 7
		SP:Iteration 57Q (4740.860000 sec): 3 clusters
  Score: Raw -2154612.612089 + Penalty 3238.565787 = -2151374.046302
  nChanged 4
		SP:Iteration 58Q (4740.910000 sec): 3 clusters
  Score: Raw -2154612.916515 + Penalty 3238.565787 = -2151374.350728
  nChanged 3
		SP:Iteration 59Q (4740.950000 sec): 3 clusters
  Score: Raw -2154613.147702 + Penalty 3238.565787 = -2151374.581915
  nChanged 7
		SP:Iteration 60F (4741.010000 sec): 3 clusters
  Score: Raw -2154613.771597 + Penalty 3238.565787 = -2151375.205809
  nChanged 5
		SP:Iteration 61Q (4741.050000 sec): 3 clusters
  Score: Raw -2154614.251058 + Penalty 3238.565787 = -2151375.685270
  nChanged 7
		SP:Iteration 62Q (4741.110000 sec): 3 clusters
  Score: Raw -2154615.021673 + Penalty 3238.565787 = -2151376.455885
  nChanged 9
		SP:Iteration 63Q (4741.150000 sec): 3 clusters
  Score: Raw -2154616.305061 + Penalty 3238.565787 = -2151377.739273
  nChanged 7
		SP:Iteration 64Q (4741.200000 sec): 3 clusters
  Score: Raw -2154616.678931 + Penalty 3238.565787 = -2151378.113144
  nChanged 3
		SP:Iteration 65Q (4741.250000 sec): 3 clusters
  Score: Raw -2154616.906024 + Penalty 3238.565787 = -2151378.340237
  nChanged 2
		SP:Iteration 66Q (4741.300000 sec): 3 clusters
  Score: Raw -2154617.104790 + Penalty 3238.565787 = -2151378.539002
  nChanged 5
		SP:Iteration 67Q (4741.350000 sec): 3 clusters
  Score: Raw -2154617.671997 + Penalty 3238.565787 = -2151379.106210
  nChanged 8
		SP:Iteration 68Q (4741.400000 sec): 3 clusters
  Score: Raw -2154618.420646 + Penalty 3238.565787 = -2151379.854859
  nChanged 7
		SP:Iteration 69Q (4741.450000 sec): 3 clusters
  Score: Raw -2154618.745130 + Penalty 3238.565787 = -2151380.179342
  nChanged 7
		SP:Iteration 70Q (4741.500000 sec): 3 clusters
  Score: Raw -2154618.960564 + Penalty 3238.565787 = -2151380.394776
  nChanged 0
		SP:Iteration 71F (4741.550000 sec): 3 clusters
  Score: Raw -2154618.960564 + Penalty 3238.565787 = -2151380.394776
  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 8.65 GB.

 Trying to split cluster 28 (1610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4741.570000 sec): 2 clusters
  Score: Raw -155863.878906 + Penalty 1199.898287 = -154663.980619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4741.570000 sec): 3 clusters
  Score: Raw -155308.530951 + Penalty 2399.796574 = -152908.734377
  nChanged 576
		SP:Iteration 1F (4741.580000 sec): 3 clusters
  Score: Raw -156072.957336 + Penalty 2399.796574 = -153673.160763
  nChanged 185
		SP:Iteration 2F (4741.580000 sec): 3 clusters
  Score: Raw -156331.559816 + Penalty 2399.796574 = -153931.763242
  nChanged 130
		SP:Iteration 3F (4741.590000 sec): 3 clusters
  Score: Raw -156482.807019 + Penalty 2399.796574 = -154083.010446
  nChanged 78
		SP:Iteration 4Q (4741.590000 sec): 3 clusters
  Score: Raw -156578.675255 + Penalty 2399.796574 = -154178.878681
  nChanged 68
		SP:Iteration 5Q (4741.590000 sec): 3 clusters
  Score: Raw -156667.245981 + Penalty 2399.796574 = -154267.449408
  nChanged 51
		SP:Iteration 6Q (4741.600000 sec): 3 clusters
  Score: Raw -156718.113707 + Penalty 2399.796574 = -154318.317133
  nChanged 32
		SP:Iteration 7Q (4741.600000 sec): 3 clusters
  Score: Raw -156750.495551 + Penalty 2399.796574 = -154350.698978
  nChanged 18
		SP:Iteration 8Q (4741.600000 sec): 3 clusters
  Score: Raw -156775.628428 + Penalty 2399.796574 = -154375.831854
  nChanged 21
		SP:Iteration 9Q (4741.610000 sec): 3 clusters
  Score: Raw -156804.211285 + Penalty 2399.796574 = -154404.414711
  nChanged 14
		SP:Iteration 10Q (4741.610000 sec): 3 clusters
  Score: Raw -156821.957927 + Penalty 2399.796574 = -154422.161353
  nChanged 1
		SP:Iteration 11Q (4741.610000 sec): 3 clusters
  Score: Raw -156822.385577 + Penalty 2399.796574 = -154422.589003
  nChanged 0
		SP:Iteration 12F (4741.620000 sec): 3 clusters
  Score: Raw -156826.654140 + Penalty 2399.796574 = -154426.857566
  nChanged 1
		SP:Iteration 13Q (4741.620000 sec): 3 clusters
  Score: Raw -156836.411953 + Penalty 2399.796574 = -154436.615379
  nChanged 3
		SP:Iteration 14Q (4741.630000 sec): 3 clusters
  Score: Raw -156838.181773 + Penalty 2399.796574 = -154438.385199
  nChanged 5
		SP:Iteration 15Q (4741.630000 sec): 3 clusters
  Score: Raw -156842.455469 + Penalty 2399.796574 = -154442.658895
  nChanged 4
		SP:Iteration 16Q (4741.630000 sec): 3 clusters
  Score: Raw -156845.662671 + Penalty 2399.796574 = -154445.866098
  nChanged 3
		SP:Iteration 17Q (4741.630000 sec): 3 clusters
  Score: Raw -156849.386074 + Penalty 2399.796574 = -154449.589501
  nChanged 1
		SP:Iteration 18Q (4741.640000 sec): 3 clusters
  Score: Raw -156850.507516 + Penalty 2399.796574 = -154450.710942
  nChanged 1
		SP:Iteration 19Q (4741.640000 sec): 3 clusters
  Score: Raw -156851.931544 + Penalty 2399.796574 = -154452.134971
  nChanged 2
		SP:Iteration 20F (4741.650000 sec): 3 clusters
  Score: Raw -156853.501072 + Penalty 2399.796574 = -154453.704499
  nChanged 4
		SP:Iteration 21Q (4741.650000 sec): 3 clusters
  Score: Raw -156856.921763 + Penalty 2399.796574 = -154457.125189
  nChanged 3
		SP:Iteration 22Q (4741.650000 sec): 3 clusters
  Score: Raw -156860.472022 + Penalty 2399.796574 = -154460.675448
  nChanged 3
		SP:Iteration 23Q (4741.650000 sec): 3 clusters
  Score: Raw -156865.400639 + Penalty 2399.796574 = -154465.604065
  nChanged 2
		SP:Iteration 24Q (4741.660000 sec): 3 clusters
  Score: Raw -156867.150046 + Penalty 2399.796574 = -154467.353472
  nChanged 1
		SP:Iteration 25Q (4741.660000 sec): 3 clusters
  Score: Raw -156868.243702 + Penalty 2399.796574 = -154468.447128
  nChanged 0
		SP:Iteration 26F (4741.670000 sec): 3 clusters
  Score: Raw -156868.243702 + Penalty 2399.796574 = -154468.447128
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (6942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4741.690000 sec): 2 clusters
  Score: Raw -638562.808056 + Penalty 1437.368594 = -637125.439461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4741.700000 sec): 3 clusters
  Score: Raw -634832.922986 + Penalty 2874.737189 = -631958.185797
  nChanged 2910
		SP:Iteration 1F (4741.720000 sec): 3 clusters
  Score: Raw -637280.920600 + Penalty 2874.737189 = -634406.183411
  nChanged 966
		SP:Iteration 2F (4741.740000 sec): 3 clusters
  Score: Raw -639035.730271 + Penalty 2874.737189 = -636160.993082
  nChanged 875
		SP:Iteration 3F (4741.750000 sec): 3 clusters
  Score: Raw -640461.064085 + Penalty 2874.737189 = -637586.326896
  nChanged 533
		SP:Iteration 4F (4741.770000 sec): 3 clusters
  Score: Raw -641101.324451 + Penalty 2874.737189 = -638226.587262
  nChanged 342
		SP:Iteration 5Q (4741.790000 sec): 3 clusters
  Score: Raw -641735.803268 + Penalty 2874.737189 = -638861.066080
  nChanged 287
		SP:Iteration 6Q (4741.800000 sec): 3 clusters
  Score: Raw -642596.190823 + Penalty 2874.737189 = -639721.453634
  nChanged 189
		SP:Iteration 7Q (4741.820000 sec): 3 clusters
  Score: Raw -642894.948193 + Penalty 2874.737189 = -640020.211004
  nChanged 119
		SP:Iteration 8Q (4741.830000 sec): 3 clusters
  Score: Raw -642943.138626 + Penalty 2874.737189 = -640068.401437
  nChanged 54
		SP:Iteration 9Q (4741.850000 sec): 3 clusters
  Score: Raw -642957.939527 + Penalty 2874.737189 = -640083.202338
  nChanged 28
		SP:Iteration 10Q (4741.860000 sec): 3 clusters
  Score: Raw -642965.013999 + Penalty 2874.737189 = -640090.276810
  nChanged 22
		SP:Iteration 11Q (4741.870000 sec): 3 clusters
  Score: Raw -642971.101728 + Penalty 2874.737189 = -640096.364539
  nChanged 20
		SP:Iteration 12Q (4741.890000 sec): 3 clusters
  Score: Raw -642976.643652 + Penalty 2874.737189 = -640101.906464
  nChanged 12
		SP:Iteration 13Q (4741.900000 sec): 3 clusters
  Score: Raw -642978.869701 + Penalty 2874.737189 = -640104.132513
  nChanged 5
		SP:Iteration 14Q (4741.920000 sec): 3 clusters
  Score: Raw -642979.947384 + Penalty 2874.737189 = -640105.210195
  nChanged 10
		SP:Iteration 15Q (4741.930000 sec): 3 clusters
  Score: Raw -642983.733125 + Penalty 2874.737189 = -640108.995936
  nChanged 9
		SP:Iteration 16Q (4741.950000 sec): 3 clusters
  Score: Raw -642985.929579 + Penalty 2874.737189 = -640111.192390
  nChanged 5
		SP:Iteration 17Q (4741.960000 sec): 3 clusters
  Score: Raw -642986.768302 + Penalty 2874.737189 = -640112.031113
  nChanged 7
		SP:Iteration 18Q (4741.970000 sec): 3 clusters
  Score: Raw -642988.361779 + Penalty 2874.737189 = -640113.624590
  nChanged 6
		SP:Iteration 19Q (4741.990000 sec): 3 clusters
  Score: Raw -642990.263378 + Penalty 2874.737189 = -640115.526189
  nChanged 9
		SP:Iteration 20F (4742.010000 sec): 3 clusters
  Score: Raw -642992.150631 + Penalty 2874.737189 = -640117.413442
  nChanged 7
		SP:Iteration 21Q (4742.020000 sec): 3 clusters
  Score: Raw -642993.611148 + Penalty 2874.737189 = -640118.873959
  nChanged 8
		SP:Iteration 22Q (4742.030000 sec): 3 clusters
  Score: Raw -642995.604908 + Penalty 2874.737189 = -640120.867719
  nChanged 5
		SP:Iteration 23Q (4742.050000 sec): 3 clusters
  Score: Raw -642996.772304 + Penalty 2874.737189 = -640122.035115
  nChanged 5
		SP:Iteration 24Q (4742.060000 sec): 3 clusters
  Score: Raw -642997.912518 + Penalty 2874.737189 = -640123.175330
  nChanged 6
		SP:Iteration 25Q (4742.080000 sec): 3 clusters
  Score: Raw -642999.077959 + Penalty 2874.737189 = -640124.340770
  nChanged 10
		SP:Iteration 26Q (4742.090000 sec): 3 clusters
  Score: Raw -643001.211145 + Penalty 2874.737189 = -640126.473956
  nChanged 4
		SP:Iteration 27Q (4742.110000 sec): 3 clusters
  Score: Raw -643001.749349 + Penalty 2874.737189 = -640127.012160
  nChanged 4
		SP:Iteration 28Q (4742.120000 sec): 3 clusters
  Score: Raw -643002.121117 + Penalty 2874.737189 = -640127.383928
  nChanged 1
		SP:Iteration 29Q (4742.130000 sec): 3 clusters
  Score: Raw -643002.261910 + Penalty 2874.737189 = -640127.524721
  nChanged 0
		SP:Iteration 30F (4742.150000 sec): 3 clusters
  Score: Raw -643002.261910 + Penalty 2874.737189 = -640127.524721
  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 8.65 GB.

 Trying to split cluster 30 (30611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4742.240000 sec): 2 clusters
  Score: Raw -2992380.533521 + Penalty 1678.481139 = -2990702.052382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4742.320000 sec): 3 clusters
  Score: Raw -2973636.716062 + Penalty 3356.962278 = -2970279.753784
  nChanged 14043
		SP:Iteration 1F (4742.400000 sec): 3 clusters
  Score: Raw -2982676.713573 + Penalty 3356.962278 = -2979319.751295
  nChanged 2339
		SP:Iteration 2F (4742.480000 sec): 3 clusters
  Score: Raw -2985258.574199 + Penalty 3356.962278 = -2981901.611921
  nChanged 3020
		SP:Iteration 3F (4742.560000 sec): 3 clusters
  Score: Raw -2989156.118455 + Penalty 3356.962278 = -2985799.156178
  nChanged 3442
		SP:Iteration 4F (4742.640000 sec): 3 clusters
  Score: Raw -2993001.543598 + Penalty 3356.962278 = -2989644.581320
  nChanged 2465
		SP:Iteration 5F (4742.720000 sec): 3 clusters
  Score: Raw -2995398.006259 + Penalty 3356.962278 = -2992041.043981
  nChanged 1381
		SP:Iteration 6Q (4742.790000 sec): 3 clusters
  Score: Raw -2996626.817158 + Penalty 3356.962278 = -2993269.854880
  nChanged 836
		SP:Iteration 7Q (4742.870000 sec): 3 clusters
  Score: Raw -2997821.916330 + Penalty 3356.962278 = -2994464.954052
  nChanged 585
		SP:Iteration 8Q (4742.940000 sec): 3 clusters
  Score: Raw -2999046.602372 + Penalty 3356.962278 = -2995689.640094
  nChanged 309
		SP:Iteration 9Q (4743.000000 sec): 3 clusters
  Score: Raw -2999360.768553 + Penalty 3356.962278 = -2996003.806276
  nChanged 174
		SP:Iteration 10Q (4743.070000 sec): 3 clusters
  Score: Raw -2999415.672613 + Penalty 3356.962278 = -2996058.710335
  nChanged 83
		SP:Iteration 11Q (4743.130000 sec): 3 clusters
  Score: Raw -2999430.295921 + Penalty 3356.962278 = -2996073.333643
  nChanged 50
		SP:Iteration 12Q (4743.190000 sec): 3 clusters
  Score: Raw -2999436.806820 + Penalty 3356.962278 = -2996079.844542
  nChanged 27
		SP:Iteration 13Q (4743.250000 sec): 3 clusters
  Score: Raw -2999439.413250 + Penalty 3356.962278 = -2996082.450972
  nChanged 19
		SP:Iteration 14Q (4743.320000 sec): 3 clusters
  Score: Raw -2999440.762837 + Penalty 3356.962278 = -2996083.800559
  nChanged 12
		SP:Iteration 15Q (4743.380000 sec): 3 clusters
  Score: Raw -2999441.512449 + Penalty 3356.962278 = -2996084.550171
  nChanged 8
		SP:Iteration 16Q (4743.440000 sec): 3 clusters
  Score: Raw -2999442.011888 + Penalty 3356.962278 = -2996085.049611
  nChanged 3
		SP:Iteration 17Q (4743.500000 sec): 3 clusters
  Score: Raw -2999442.117906 + Penalty 3356.962278 = -2996085.155628
  nChanged 1
		SP:Iteration 18Q (4743.560000 sec): 3 clusters
  Score: Raw -2999442.155049 + Penalty 3356.962278 = -2996085.192772
  nChanged 0
		SP:Iteration 19F (4743.630000 sec): 3 clusters
  Score: Raw -2999442.155049 + Penalty 3356.962278 = -2996085.192772
  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 8.65 GB.

 Trying to split cluster 31 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4743.660000 sec): 2 clusters
  Score: Raw -418462.181007 + Penalty 1357.136747 = -417105.044260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4743.680000 sec): 3 clusters
  Score: Raw -416290.473332 + Penalty 2714.273494 = -413576.199838
  nChanged 1682
		SP:Iteration 1F (4743.680000 sec): 3 clusters
  Score: Raw -417226.253069 + Penalty 2714.273494 = -414511.979575
  nChanged 347
		SP:Iteration 2F (4743.700000 sec): 3 clusters
  Score: Raw -417443.642481 + Penalty 2714.273494 = -414729.368987
  nChanged 235
		SP:Iteration 3F (4743.710000 sec): 3 clusters
  Score: Raw -417568.908130 + Penalty 2714.273494 = -414854.634636
  nChanged 183
		SP:Iteration 4Q (4743.720000 sec): 3 clusters
  Score: Raw -417663.575131 + Penalty 2714.273494 = -414949.301637
  nChanged 155
		SP:Iteration 5Q (4743.730000 sec): 3 clusters
  Score: Raw -417756.210843 + Penalty 2714.273494 = -415041.937349
  nChanged 143
		SP:Iteration 6Q (4743.740000 sec): 3 clusters
  Score: Raw -417838.983580 + Penalty 2714.273494 = -415124.710086
  nChanged 122
		SP:Iteration 7Q (4743.750000 sec): 3 clusters
  Score: Raw -417897.723938 + Penalty 2714.273494 = -415183.450444
  nChanged 119
		SP:Iteration 8Q (4743.760000 sec): 3 clusters
  Score: Raw -417954.983234 + Penalty 2714.273494 = -415240.709740
  nChanged 98
		SP:Iteration 9Q (4743.770000 sec): 3 clusters
  Score: Raw -418002.651806 + Penalty 2714.273494 = -415288.378312
  nChanged 78
		SP:Iteration 10Q (4743.780000 sec): 3 clusters
  Score: Raw -418049.419544 + Penalty 2714.273494 = -415335.146050
  nChanged 93
		SP:Iteration 11Q (4743.790000 sec): 3 clusters
  Score: Raw -418105.860279 + Penalty 2714.273494 = -415391.586786
  nChanged 87
		SP:Iteration 12Q (4743.800000 sec): 3 clusters
  Score: Raw -418161.894024 + Penalty 2714.273494 = -415447.620530
  nChanged 88
		SP:Iteration 13Q (4743.810000 sec): 3 clusters
  Score: Raw -418216.380478 + Penalty 2714.273494 = -415502.106984
  nChanged 106
		SP:Iteration 14Q (4743.820000 sec): 3 clusters
  Score: Raw -418277.006039 + Penalty 2714.273494 = -415562.732545
  nChanged 83
		SP:Iteration 15Q (4743.830000 sec): 3 clusters
  Score: Raw -418326.797193 + Penalty 2714.273494 = -415612.523699
  nChanged 97
		SP:Iteration 16Q (4743.840000 sec): 3 clusters
  Score: Raw -418385.326417 + Penalty 2714.273494 = -415671.052923
  nChanged 87
		SP:Iteration 17Q (4743.850000 sec): 3 clusters
  Score: Raw -418439.197258 + Penalty 2714.273494 = -415724.923764
  nChanged 78
		SP:Iteration 18Q (4743.860000 sec): 3 clusters
  Score: Raw -418486.092212 + Penalty 2714.273494 = -415771.818718
  nChanged 67
		SP:Iteration 19Q (4743.870000 sec): 3 clusters
  Score: Raw -418521.721493 + Penalty 2714.273494 = -415807.448000
  nChanged 51
		SP:Iteration 20F (4743.880000 sec): 3 clusters
  Score: Raw -418544.891232 + Penalty 2714.273494 = -415830.617739
  nChanged 42
		SP:Iteration 21Q (4743.890000 sec): 3 clusters
  Score: Raw -418562.469513 + Penalty 2714.273494 = -415848.196019
  nChanged 25
		SP:Iteration 22Q (4743.900000 sec): 3 clusters
  Score: Raw -418573.340730 + Penalty 2714.273494 = -415859.067236
  nChanged 23
		SP:Iteration 23Q (4743.910000 sec): 3 clusters
  Score: Raw -418581.742467 + Penalty 2714.273494 = -415867.468973
  nChanged 13
		SP:Iteration 24Q (4743.920000 sec): 3 clusters
  Score: Raw -418586.190005 + Penalty 2714.273494 = -415871.916511
  nChanged 12
		SP:Iteration 25Q (4743.930000 sec): 3 clusters
  Score: Raw -418590.093005 + Penalty 2714.273494 = -415875.819511
  nChanged 11
		SP:Iteration 26Q (4743.940000 sec): 3 clusters
  Score: Raw -418592.986534 + Penalty 2714.273494 = -415878.713040
  nChanged 7
		SP:Iteration 27Q (4743.950000 sec): 3 clusters
  Score: Raw -418594.770395 + Penalty 2714.273494 = -415880.496901
  nChanged 5
		SP:Iteration 28Q (4743.960000 sec): 3 clusters
  Score: Raw -418596.769413 + Penalty 2714.273494 = -415882.495919
  nChanged 5
		SP:Iteration 29Q (4743.970000 sec): 3 clusters
  Score: Raw -418598.994427 + Penalty 2714.273494 = -415884.720933
  nChanged 3
		SP:Iteration 30Q (4743.980000 sec): 3 clusters
  Score: Raw -418599.936781 + Penalty 2714.273494 = -415885.663287
  nChanged 5
		SP:Iteration 31Q (4743.990000 sec): 3 clusters
  Score: Raw -418601.641963 + Penalty 2714.273494 = -415887.368469
  nChanged 4
		SP:Iteration 32Q (4744.000000 sec): 3 clusters
  Score: Raw -418602.870558 + Penalty 2714.273494 = -415888.597064
  nChanged 6
		SP:Iteration 33Q (4744.010000 sec): 3 clusters
  Score: Raw -418605.360507 + Penalty 2714.273494 = -415891.087013
  nChanged 7
		SP:Iteration 34Q (4744.020000 sec): 3 clusters
  Score: Raw -418607.805489 + Penalty 2714.273494 = -415893.531995
  nChanged 6
		SP:Iteration 35Q (4744.030000 sec): 3 clusters
  Score: Raw -418610.031873 + Penalty 2714.273494 = -415895.758379
  nChanged 3
		SP:Iteration 36Q (4744.040000 sec): 3 clusters
  Score: Raw -418610.854565 + Penalty 2714.273494 = -415896.581071
  nChanged 1
		SP:Iteration 37Q (4744.050000 sec): 3 clusters
  Score: Raw -418611.275469 + Penalty 2714.273494 = -415897.001975
  nChanged 1
		SP:Iteration 38Q (4744.060000 sec): 3 clusters
  Score: Raw -418611.676888 + Penalty 2714.273494 = -415897.403394
  nChanged 2
		SP:Iteration 39Q (4744.070000 sec): 3 clusters
  Score: Raw -418612.355691 + Penalty 2714.273494 = -415898.082197
  nChanged 2
		SP:Iteration 40F (4744.080000 sec): 3 clusters
  Score: Raw -418613.921502 + Penalty 2714.273494 = -415899.648008
  nChanged 2
		SP:Iteration 41Q (4744.090000 sec): 3 clusters
  Score: Raw -418614.255060 + Penalty 2714.273494 = -415899.981566
  nChanged 0
		SP:Iteration 42F (4744.100000 sec): 3 clusters
  Score: Raw -418614.255060 + Penalty 2714.273494 = -415899.981566
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (1179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4744.100000 sec): 2 clusters
  Score: Raw -104151.391186 + Penalty 1149.268559 = -103002.122627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4744.110000 sec): 3 clusters
  Score: Raw -103859.599445 + Penalty 2298.537118 = -101561.062328
  nChanged 385
		SP:Iteration 1F (4744.110000 sec): 3 clusters
  Score: Raw -104761.225340 + Penalty 2298.537118 = -102462.688222
  nChanged 173
		SP:Iteration 2F (4744.110000 sec): 3 clusters
  Score: Raw -105448.384872 + Penalty 2298.537118 = -103149.847754
  nChanged 112
		SP:Iteration 3F (4744.120000 sec): 3 clusters
  Score: Raw -105919.967514 + Penalty 2298.537118 = -103621.430396
  nChanged 50
		SP:Iteration 4Q (4744.120000 sec): 3 clusters
  Score: Raw -106024.864600 + Penalty 2298.537118 = -103726.327482
  nChanged 22
		SP:Iteration 5Q (4744.120000 sec): 3 clusters
  Score: Raw -106057.909043 + Penalty 2298.537118 = -103759.371925
  nChanged 8
		SP:Iteration 6Q (4744.120000 sec): 3 clusters
  Score: Raw -106075.556330 + Penalty 2298.537118 = -103777.019212
  nChanged 5
		SP:Iteration 7Q (4744.120000 sec): 3 clusters
  Score: Raw -106083.693191 + Penalty 2298.537118 = -103785.156073
  nChanged 0
		SP:Iteration 8F (4744.130000 sec): 3 clusters
  Score: Raw -106083.693191 + Penalty 2298.537118 = -103785.156073
  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 8.65 GB.

 Trying to split cluster 33 (26588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4744.210000 sec): 2 clusters
  Score: Raw -2754032.369602 + Penalty 1655.584981 = -2752376.784622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4744.280000 sec): 3 clusters
  Score: Raw -2737799.938235 + Penalty 3311.169961 = -2734488.768274
  nChanged 12194
		SP:Iteration 1F (4744.350000 sec): 3 clusters
  Score: Raw -2744768.077609 + Penalty 3311.169961 = -2741456.907647
  nChanged 1626
		SP:Iteration 2F (4744.410000 sec): 3 clusters
  Score: Raw -2745769.355714 + Penalty 3311.169961 = -2742458.185753
  nChanged 1871
		SP:Iteration 3F (4744.480000 sec): 3 clusters
  Score: Raw -2747402.959456 + Penalty 3311.169961 = -2744091.789495
  nChanged 2408
		SP:Iteration 4F (4744.550000 sec): 3 clusters
  Score: Raw -2749914.357936 + Penalty 3311.169961 = -2746603.187975
  nChanged 2751
		SP:Iteration 5F (4744.610000 sec): 3 clusters
  Score: Raw -2752782.817205 + Penalty 3311.169961 = -2749471.647243
  nChanged 2251
		SP:Iteration 6F (4744.680000 sec): 3 clusters
  Score: Raw -2754552.696433 + Penalty 3311.169961 = -2751241.526472
  nChanged 1440
		SP:Iteration 7F (4744.750000 sec): 3 clusters
  Score: Raw -2755281.856930 + Penalty 3311.169961 = -2751970.686968
  nChanged 800
		SP:Iteration 8Q (4744.810000 sec): 3 clusters
  Score: Raw -2755543.785167 + Penalty 3311.169961 = -2752232.615205
  nChanged 459
		SP:Iteration 9Q (4744.880000 sec): 3 clusters
  Score: Raw -2755664.396735 + Penalty 3311.169961 = -2752353.226774
  nChanged 350
		SP:Iteration 10Q (4744.950000 sec): 3 clusters
  Score: Raw -2755741.106448 + Penalty 3311.169961 = -2752429.936487
  nChanged 282
		SP:Iteration 11Q (4745.020000 sec): 3 clusters
  Score: Raw -2755787.661813 + Penalty 3311.169961 = -2752476.491852
  nChanged 201
		SP:Iteration 12Q (4745.080000 sec): 3 clusters
  Score: Raw -2755815.889852 + Penalty 3311.169961 = -2752504.719891
  nChanged 162
		SP:Iteration 13Q (4745.150000 sec): 3 clusters
  Score: Raw -2755834.755267 + Penalty 3311.169961 = -2752523.585306
  nChanged 125
		SP:Iteration 14Q (4745.220000 sec): 3 clusters
  Score: Raw -2755848.176327 + Penalty 3311.169961 = -2752537.006366
  nChanged 96
		SP:Iteration 15Q (4745.280000 sec): 3 clusters
  Score: Raw -2755857.259929 + Penalty 3311.169961 = -2752546.089968
  nChanged 86
		SP:Iteration 16Q (4745.350000 sec): 3 clusters
  Score: Raw -2755864.726093 + Penalty 3311.169961 = -2752553.556132
  nChanged 60
		SP:Iteration 17Q (4745.420000 sec): 3 clusters
  Score: Raw -2755869.890565 + Penalty 3311.169961 = -2752558.720604
  nChanged 48
		SP:Iteration 18Q (4745.480000 sec): 3 clusters
  Score: Raw -2755873.022076 + Penalty 3311.169961 = -2752561.852114
  nChanged 28
		SP:Iteration 19Q (4745.550000 sec): 3 clusters
  Score: Raw -2755874.595511 + Penalty 3311.169961 = -2752563.425550
  nChanged 20
		SP:Iteration 20F (4745.620000 sec): 3 clusters
  Score: Raw -2755875.699368 + Penalty 3311.169961 = -2752564.529406
  nChanged 15
		SP:Iteration 21Q (4745.690000 sec): 3 clusters
  Score: Raw -2755876.333976 + Penalty 3311.169961 = -2752565.164015
  nChanged 11
		SP:Iteration 22Q (4745.750000 sec): 3 clusters
  Score: Raw -2755876.739392 + Penalty 3311.169961 = -2752565.569431
  nChanged 7
		SP:Iteration 23Q (4745.820000 sec): 3 clusters
  Score: Raw -2755877.141340 + Penalty 3311.169961 = -2752565.971379
  nChanged 8
		SP:Iteration 24Q (4745.890000 sec): 3 clusters
  Score: Raw -2755877.554995 + Penalty 3311.169961 = -2752566.385034
  nChanged 9
		SP:Iteration 25Q (4745.950000 sec): 3 clusters
  Score: Raw -2755878.052550 + Penalty 3311.169961 = -2752566.882589
  nChanged 11
		SP:Iteration 26Q (4746.020000 sec): 3 clusters
  Score: Raw -2755878.547025 + Penalty 3311.169961 = -2752567.377064
  nChanged 4
		SP:Iteration 27Q (4746.090000 sec): 3 clusters
  Score: Raw -2755878.713518 + Penalty 3311.169961 = -2752567.543557
  nChanged 8
		SP:Iteration 28Q (4746.160000 sec): 3 clusters
  Score: Raw -2755879.122500 + Penalty 3311.169961 = -2752567.952539
  nChanged 4
		SP:Iteration 29Q (4746.220000 sec): 3 clusters
  Score: Raw -2755879.292772 + Penalty 3311.169961 = -2752568.122811
  nChanged 9
		SP:Iteration 30Q (4746.290000 sec): 3 clusters
  Score: Raw -2755879.714125 + Penalty 3311.169961 = -2752568.544164
  nChanged 9
		SP:Iteration 31Q (4746.360000 sec): 3 clusters
  Score: Raw -2755880.077015 + Penalty 3311.169961 = -2752568.907054
  nChanged 5
		SP:Iteration 32Q (4746.430000 sec): 3 clusters
  Score: Raw -2755880.228335 + Penalty 3311.169961 = -2752569.058374
  nChanged 2
		SP:Iteration 33Q (4746.490000 sec): 3 clusters
  Score: Raw -2755880.292318 + Penalty 3311.169961 = -2752569.122357
  nChanged 1
		SP:Iteration 34Q (4746.560000 sec): 3 clusters
  Score: Raw -2755880.341532 + Penalty 3311.169961 = -2752569.171571
  nChanged 0
		SP:Iteration 35F (4746.630000 sec): 3 clusters
  Score: Raw -2755880.341532 + Penalty 3311.169961 = -2752569.171571
  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 8.65 GB.

 Trying to split cluster 34 (4691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4746.650000 sec): 2 clusters
  Score: Raw -425618.902784 + Penalty 1373.677672 = -424245.225112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4746.670000 sec): 3 clusters
  Score: Raw -423250.436797 + Penalty 2747.355344 = -420503.081453
  nChanged 1930
		SP:Iteration 1F (4746.680000 sec): 3 clusters
  Score: Raw -424905.101647 + Penalty 2747.355344 = -422157.746303
  nChanged 586
		SP:Iteration 2F (4746.690000 sec): 3 clusters
  Score: Raw -425939.827330 + Penalty 2747.355344 = -423192.471986
  nChanged 475
		SP:Iteration 3F (4746.700000 sec): 3 clusters
  Score: Raw -426761.047978 + Penalty 2747.355344 = -424013.692634
  nChanged 341
		SP:Iteration 4F (4746.710000 sec): 3 clusters
  Score: Raw -427180.620407 + Penalty 2747.355344 = -424433.265063
  nChanged 201
		SP:Iteration 5Q (4746.720000 sec): 3 clusters
  Score: Raw -427354.385542 + Penalty 2747.355344 = -424607.030198
  nChanged 134
		SP:Iteration 6Q (4746.730000 sec): 3 clusters
  Score: Raw -427457.002001 + Penalty 2747.355344 = -424709.646657
  nChanged 114
		SP:Iteration 7Q (4746.750000 sec): 3 clusters
  Score: Raw -427561.169422 + Penalty 2747.355344 = -424813.814078
  nChanged 101
		SP:Iteration 8Q (4746.750000 sec): 3 clusters
  Score: Raw -427658.853930 + Penalty 2747.355344 = -424911.498586
  nChanged 91
		SP:Iteration 9Q (4746.770000 sec): 3 clusters
  Score: Raw -427756.157834 + Penalty 2747.355344 = -425008.802490
  nChanged 97
		SP:Iteration 10Q (4746.770000 sec): 3 clusters
  Score: Raw -427860.003213 + Penalty 2747.355344 = -425112.647869
  nChanged 91
		SP:Iteration 11Q (4746.790000 sec): 3 clusters
  Score: Raw -427937.316402 + Penalty 2747.355344 = -425189.961058
  nChanged 73
		SP:Iteration 12Q (4746.790000 sec): 3 clusters
  Score: Raw -427980.716463 + Penalty 2747.355344 = -425233.361119
  nChanged 59
		SP:Iteration 13Q (4746.800000 sec): 3 clusters
  Score: Raw -428018.468818 + Penalty 2747.355344 = -425271.113474
  nChanged 43
		SP:Iteration 14Q (4746.810000 sec): 3 clusters
  Score: Raw -428036.686550 + Penalty 2747.355344 = -425289.331206
  nChanged 31
		SP:Iteration 15Q (4746.820000 sec): 3 clusters
  Score: Raw -428051.852323 + Penalty 2747.355344 = -425304.496979
  nChanged 31
		SP:Iteration 16Q (4746.830000 sec): 3 clusters
  Score: Raw -428065.288816 + Penalty 2747.355344 = -425317.933472
  nChanged 10
		SP:Iteration 17Q (4746.840000 sec): 3 clusters
  Score: Raw -428068.881220 + Penalty 2747.355344 = -425321.525876
  nChanged 8
		SP:Iteration 18Q (4746.850000 sec): 3 clusters
  Score: Raw -428071.240554 + Penalty 2747.355344 = -425323.885210
  nChanged 5
		SP:Iteration 19Q (4746.860000 sec): 3 clusters
  Score: Raw -428072.626913 + Penalty 2747.355344 = -425325.271570
  nChanged 3
		SP:Iteration 20F (4746.870000 sec): 3 clusters
  Score: Raw -428074.653644 + Penalty 2747.355344 = -425327.298300
  nChanged 4
		SP:Iteration 21Q (4746.880000 sec): 3 clusters
  Score: Raw -428076.120317 + Penalty 2747.355344 = -425328.764973
  nChanged 7
		SP:Iteration 22Q (4746.890000 sec): 3 clusters
  Score: Raw -428077.735294 + Penalty 2747.355344 = -425330.379950
  nChanged 5
		SP:Iteration 23Q (4746.900000 sec): 3 clusters
  Score: Raw -428079.866315 + Penalty 2747.355344 = -425332.510971
  nChanged 6
		SP:Iteration 24Q (4746.910000 sec): 3 clusters
  Score: Raw -428083.574963 + Penalty 2747.355344 = -425336.219619
  nChanged 5
		SP:Iteration 25Q (4746.920000 sec): 3 clusters
  Score: Raw -428084.310815 + Penalty 2747.355344 = -425336.955471
  nChanged 1
		SP:Iteration 26Q (4746.930000 sec): 3 clusters
  Score: Raw -428084.407605 + Penalty 2747.355344 = -425337.052262
  nChanged 1
		SP:Iteration 27Q (4746.940000 sec): 3 clusters
  Score: Raw -428084.608909 + Penalty 2747.355344 = -425337.253565
  nChanged 2
		SP:Iteration 28Q (4746.950000 sec): 3 clusters
  Score: Raw -428085.029432 + Penalty 2747.355344 = -425337.674088
  nChanged 2
		SP:Iteration 29Q (4746.960000 sec): 3 clusters
  Score: Raw -428085.578846 + Penalty 2747.355344 = -425338.223502
  nChanged 1
		SP:Iteration 30Q (4746.970000 sec): 3 clusters
  Score: Raw -428085.822688 + Penalty 2747.355344 = -425338.467344
  nChanged 0
		SP:Iteration 31F (4746.980000 sec): 3 clusters
  Score: Raw -428085.822688 + Penalty 2747.355344 = -425338.467344
  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 8.65 GB.

 Trying to split cluster 35 (8491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4747.010000 sec): 2 clusters
  Score: Raw -734869.588071 + Penalty 1470.098834 = -733399.489237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4747.030000 sec): 3 clusters
  Score: Raw -730193.396992 + Penalty 2940.197669 = -727253.199324
  nChanged 3660
		SP:Iteration 1F (4747.050000 sec): 3 clusters
  Score: Raw -732888.769647 + Penalty 2940.197669 = -729948.571979
  nChanged 954
		SP:Iteration 2F (4747.070000 sec): 3 clusters
  Score: Raw -734083.008157 + Penalty 2940.197669 = -731142.810488
  nChanged 851
		SP:Iteration 3F (4747.090000 sec): 3 clusters
  Score: Raw -734917.081079 + Penalty 2940.197669 = -731976.883410
  nChanged 614
		SP:Iteration 4F (4747.110000 sec): 3 clusters
  Score: Raw -735334.965702 + Penalty 2940.197669 = -732394.768033
  nChanged 418
		SP:Iteration 5Q (4747.130000 sec): 3 clusters
  Score: Raw -735592.328902 + Penalty 2940.197669 = -732652.131233
  nChanged 306
		SP:Iteration 6Q (4747.150000 sec): 3 clusters
  Score: Raw -735764.840451 + Penalty 2940.197669 = -732824.642782
  nChanged 245
		SP:Iteration 7Q (4747.170000 sec): 3 clusters
  Score: Raw -735908.802970 + Penalty 2940.197669 = -732968.605302
  nChanged 237
		SP:Iteration 8Q (4747.190000 sec): 3 clusters
  Score: Raw -736040.252857 + Penalty 2940.197669 = -733100.055188
  nChanged 191
		SP:Iteration 9Q (4747.210000 sec): 3 clusters
  Score: Raw -736143.597454 + Penalty 2940.197669 = -733203.399785
  nChanged 192
		SP:Iteration 10Q (4747.230000 sec): 3 clusters
  Score: Raw -736232.399987 + Penalty 2940.197669 = -733292.202318
  nChanged 171
		SP:Iteration 11Q (4747.250000 sec): 3 clusters
  Score: Raw -736296.010600 + Penalty 2940.197669 = -733355.812931
  nChanged 148
		SP:Iteration 12Q (4747.270000 sec): 3 clusters
  Score: Raw -736361.596408 + Penalty 2940.197669 = -733421.398740
  nChanged 157
		SP:Iteration 13Q (4747.290000 sec): 3 clusters
  Score: Raw -736470.396669 + Penalty 2940.197669 = -733530.199000
  nChanged 195
		SP:Iteration 14Q (4747.310000 sec): 3 clusters
  Score: Raw -736734.741516 + Penalty 2940.197669 = -733794.543847
  nChanged 250
		SP:Iteration 15Q (4747.330000 sec): 3 clusters
  Score: Raw -737024.934450 + Penalty 2940.197669 = -734084.736781
  nChanged 244
		SP:Iteration 16Q (4747.350000 sec): 3 clusters
  Score: Raw -737195.227562 + Penalty 2940.197669 = -734255.029893
  nChanged 217
		SP:Iteration 17Q (4747.370000 sec): 3 clusters
  Score: Raw -737314.841902 + Penalty 2940.197669 = -734374.644233
  nChanged 150
		SP:Iteration 18Q (4747.390000 sec): 3 clusters
  Score: Raw -737383.032890 + Penalty 2940.197669 = -734442.835222
  nChanged 122
		SP:Iteration 19Q (4747.410000 sec): 3 clusters
  Score: Raw -737427.750156 + Penalty 2940.197669 = -734487.552487
  nChanged 100
		SP:Iteration 20F (4747.430000 sec): 3 clusters
  Score: Raw -737464.658399 + Penalty 2940.197669 = -734524.460730
  nChanged 93
		SP:Iteration 21Q (4747.450000 sec): 3 clusters
  Score: Raw -737505.657178 + Penalty 2940.197669 = -734565.459510
  nChanged 92
		SP:Iteration 22Q (4747.470000 sec): 3 clusters
  Score: Raw -737556.980353 + Penalty 2940.197669 = -734616.782684
  nChanged 95
		SP:Iteration 23Q (4747.480000 sec): 3 clusters
  Score: Raw -737660.445143 + Penalty 2940.197669 = -734720.247474
  nChanged 100
		SP:Iteration 24Q (4747.500000 sec): 3 clusters
  Score: Raw -737791.237793 + Penalty 2940.197669 = -734851.040124
  nChanged 104
		SP:Iteration 25Q (4747.520000 sec): 3 clusters
  Score: Raw -737910.661014 + Penalty 2940.197669 = -734970.463345
  nChanged 108
		SP:Iteration 26Q (4747.540000 sec): 3 clusters
  Score: Raw -737982.566830 + Penalty 2940.197669 = -735042.369161
  nChanged 95
		SP:Iteration 27Q (4747.560000 sec): 3 clusters
  Score: Raw -738030.482153 + Penalty 2940.197669 = -735090.284484
  nChanged 74
		SP:Iteration 28Q (4747.570000 sec): 3 clusters
  Score: Raw -738059.425334 + Penalty 2940.197669 = -735119.227665
  nChanged 73
		SP:Iteration 29Q (4747.590000 sec): 3 clusters
  Score: Raw -738087.698181 + Penalty 2940.197669 = -735147.500512
  nChanged 64
		SP:Iteration 30Q (4747.610000 sec): 3 clusters
  Score: Raw -738106.730160 + Penalty 2940.197669 = -735166.532491
  nChanged 49
		SP:Iteration 31Q (4747.630000 sec): 3 clusters
  Score: Raw -738119.742922 + Penalty 2940.197669 = -735179.545254
  nChanged 44
		SP:Iteration 32Q (4747.650000 sec): 3 clusters
  Score: Raw -738132.141166 + Penalty 2940.197669 = -735191.943497
  nChanged 52
		SP:Iteration 33Q (4747.670000 sec): 3 clusters
  Score: Raw -738145.249365 + Penalty 2940.197669 = -735205.051696
  nChanged 37
		SP:Iteration 34Q (4747.690000 sec): 3 clusters
  Score: Raw -738154.187977 + Penalty 2940.197669 = -735213.990308
  nChanged 34
		SP:Iteration 35Q (4747.710000 sec): 3 clusters
  Score: Raw -738162.045618 + Penalty 2940.197669 = -735221.847949
  nChanged 27
		SP:Iteration 36Q (4747.720000 sec): 3 clusters
  Score: Raw -738165.829305 + Penalty 2940.197669 = -735225.631636
  nChanged 18
		SP:Iteration 37Q (4747.740000 sec): 3 clusters
  Score: Raw -738169.251154 + Penalty 2940.197669 = -735229.053486
  nChanged 16
		SP:Iteration 38Q (4747.760000 sec): 3 clusters
  Score: Raw -738171.765867 + Penalty 2940.197669 = -735231.568198
  nChanged 15
		SP:Iteration 39Q (4747.780000 sec): 3 clusters
  Score: Raw -738173.764208 + Penalty 2940.197669 = -735233.566539
  nChanged 17
		SP:Iteration 40F (4747.800000 sec): 3 clusters
  Score: Raw -738175.971611 + Penalty 2940.197669 = -735235.773942
  nChanged 16
		SP:Iteration 41Q (4747.820000 sec): 3 clusters
  Score: Raw -738178.980932 + Penalty 2940.197669 = -735238.783263
  nChanged 18
		SP:Iteration 42Q (4747.830000 sec): 3 clusters
  Score: Raw -738181.475936 + Penalty 2940.197669 = -735241.278267
  nChanged 18
		SP:Iteration 43Q (4747.850000 sec): 3 clusters
  Score: Raw -738183.502759 + Penalty 2940.197669 = -735243.305090
  nChanged 12
		SP:Iteration 44Q (4747.870000 sec): 3 clusters
  Score: Raw -738185.483515 + Penalty 2940.197669 = -735245.285846
  nChanged 12
		SP:Iteration 45Q (4747.890000 sec): 3 clusters
  Score: Raw -738187.023922 + Penalty 2940.197669 = -735246.826253
  nChanged 17
		SP:Iteration 46Q (4747.910000 sec): 3 clusters
  Score: Raw -738189.122257 + Penalty 2940.197669 = -735248.924588
  nChanged 11
		SP:Iteration 47Q (4747.930000 sec): 3 clusters
  Score: Raw -738190.522282 + Penalty 2940.197669 = -735250.324613
  nChanged 4
		SP:Iteration 48Q (4747.950000 sec): 3 clusters
  Score: Raw -738191.234135 + Penalty 2940.197669 = -735251.036466
  nChanged 1
		SP:Iteration 49Q (4747.970000 sec): 3 clusters
  Score: Raw -738191.294205 + Penalty 2940.197669 = -735251.096536
  nChanged 0
		SP:Iteration 50F (4747.990000 sec): 3 clusters
  Score: Raw -738191.294205 + Penalty 2940.197669 = -735251.096536
  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 8.65 GB.

 Trying to split cluster 36 (8933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4748.010000 sec): 2 clusters
  Score: Raw -851644.258791 + Penalty 1478.344979 = -850165.913812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4748.030000 sec): 3 clusters
  Score: Raw -846727.724765 + Penalty 2956.689958 = -843771.034807
  nChanged 3787
		SP:Iteration 1F (4748.060000 sec): 3 clusters
  Score: Raw -849058.412461 + Penalty 2956.689958 = -846101.722503
  nChanged 738
		SP:Iteration 2F (4748.080000 sec): 3 clusters
  Score: Raw -849696.952871 + Penalty 2956.689958 = -846740.262913
  nChanged 729
		SP:Iteration 3F (4748.110000 sec): 3 clusters
  Score: Raw -850399.070575 + Penalty 2956.689958 = -847442.380617
  nChanged 688
		SP:Iteration 4F (4748.130000 sec): 3 clusters
  Score: Raw -851078.264215 + Penalty 2956.689958 = -848121.574257
  nChanged 608
		SP:Iteration 5F (4748.150000 sec): 3 clusters
  Score: Raw -851785.871774 + Penalty 2956.689958 = -848829.181816
  nChanged 574
		SP:Iteration 6F (4748.170000 sec): 3 clusters
  Score: Raw -852437.360886 + Penalty 2956.689958 = -849480.670927
  nChanged 493
		SP:Iteration 7F (4748.200000 sec): 3 clusters
  Score: Raw -852898.734726 + Penalty 2956.689958 = -849942.044767
  nChanged 388
		SP:Iteration 8Q (4748.220000 sec): 3 clusters
  Score: Raw -853247.406070 + Penalty 2956.689958 = -850290.716112
  nChanged 245
		SP:Iteration 9Q (4748.240000 sec): 3 clusters
  Score: Raw -853500.746460 + Penalty 2956.689958 = -850544.056502
  nChanged 225
		SP:Iteration 10Q (4748.260000 sec): 3 clusters
  Score: Raw -853771.052605 + Penalty 2956.689958 = -850814.362646
  nChanged 198
		SP:Iteration 11Q (4748.270000 sec): 3 clusters
  Score: Raw -854048.876066 + Penalty 2956.689958 = -851092.186108
  nChanged 192
		SP:Iteration 12Q (4748.290000 sec): 3 clusters
  Score: Raw -854276.351939 + Penalty 2956.689958 = -851319.661980
  nChanged 127
		SP:Iteration 13Q (4748.310000 sec): 3 clusters
  Score: Raw -854353.589478 + Penalty 2956.689958 = -851396.899520
  nChanged 85
		SP:Iteration 14Q (4748.330000 sec): 3 clusters
  Score: Raw -854393.639582 + Penalty 2956.689958 = -851436.949623
  nChanged 69
		SP:Iteration 15Q (4748.340000 sec): 3 clusters
  Score: Raw -854416.707119 + Penalty 2956.689958 = -851460.017160
  nChanged 44
		SP:Iteration 16Q (4748.360000 sec): 3 clusters
  Score: Raw -854428.762182 + Penalty 2956.689958 = -851472.072224
  nChanged 34
		SP:Iteration 17Q (4748.380000 sec): 3 clusters
  Score: Raw -854435.219058 + Penalty 2956.689958 = -851478.529100
  nChanged 23
		SP:Iteration 18Q (4748.400000 sec): 3 clusters
  Score: Raw -854440.663727 + Penalty 2956.689958 = -851483.973769
  nChanged 26
		SP:Iteration 19Q (4748.420000 sec): 3 clusters
  Score: Raw -854447.020264 + Penalty 2956.689958 = -851490.330305
  nChanged 21
		SP:Iteration 20F (4748.440000 sec): 3 clusters
  Score: Raw -854453.428954 + Penalty 2956.689958 = -851496.738996
  nChanged 18
		SP:Iteration 21Q (4748.460000 sec): 3 clusters
  Score: Raw -854456.563505 + Penalty 2956.689958 = -851499.873547
  nChanged 14
		SP:Iteration 22Q (4748.470000 sec): 3 clusters
  Score: Raw -854458.543220 + Penalty 2956.689958 = -851501.853262
  nChanged 6
		SP:Iteration 23Q (4748.490000 sec): 3 clusters
  Score: Raw -854459.814658 + Penalty 2956.689958 = -851503.124699
  nChanged 9
		SP:Iteration 24Q (4748.510000 sec): 3 clusters
  Score: Raw -854461.977164 + Penalty 2956.689958 = -851505.287206
  nChanged 5
		SP:Iteration 25Q (4748.530000 sec): 3 clusters
  Score: Raw -854462.616702 + Penalty 2956.689958 = -851505.926744
  nChanged 10
		SP:Iteration 26Q (4748.540000 sec): 3 clusters
  Score: Raw -854465.171082 + Penalty 2956.689958 = -851508.481124
  nChanged 14
		SP:Iteration 27Q (4748.560000 sec): 3 clusters
  Score: Raw -854468.381686 + Penalty 2956.689958 = -851511.691727
  nChanged 14
		SP:Iteration 28Q (4748.580000 sec): 3 clusters
  Score: Raw -854470.537121 + Penalty 2956.689958 = -851513.847163
  nChanged 13
		SP:Iteration 29Q (4748.600000 sec): 3 clusters
  Score: Raw -854473.354676 + Penalty 2956.689958 = -851516.664717
  nChanged 9
		SP:Iteration 30Q (4748.620000 sec): 3 clusters
  Score: Raw -854474.732492 + Penalty 2956.689958 = -851518.042533
  nChanged 4
		SP:Iteration 31Q (4748.630000 sec): 3 clusters
  Score: Raw -854475.124993 + Penalty 2956.689958 = -851518.435034
  nChanged 4
		SP:Iteration 32Q (4748.650000 sec): 3 clusters
  Score: Raw -854475.703651 + Penalty 2956.689958 = -851519.013693
  nChanged 4
		SP:Iteration 33Q (4748.670000 sec): 3 clusters
  Score: Raw -854477.313656 + Penalty 2956.689958 = -851520.623697
  nChanged 9
		SP:Iteration 34Q (4748.680000 sec): 3 clusters
  Score: Raw -854480.658826 + Penalty 2956.689958 = -851523.968868
  nChanged 11
		SP:Iteration 35Q (4748.700000 sec): 3 clusters
  Score: Raw -854483.707259 + Penalty 2956.689958 = -851527.017301
  nChanged 9
		SP:Iteration 36Q (4748.720000 sec): 3 clusters
  Score: Raw -854487.542160 + Penalty 2956.689958 = -851530.852201
  nChanged 16
		SP:Iteration 37Q (4748.740000 sec): 3 clusters
  Score: Raw -854494.503819 + Penalty 2956.689958 = -851537.813861
  nChanged 24
		SP:Iteration 38Q (4748.760000 sec): 3 clusters
  Score: Raw -854510.891996 + Penalty 2956.689958 = -851554.202038
  nChanged 30
		SP:Iteration 39Q (4748.770000 sec): 3 clusters
  Score: Raw -854527.999519 + Penalty 2956.689958 = -851571.309561
  nChanged 35
		SP:Iteration 40F (4748.800000 sec): 3 clusters
  Score: Raw -854547.017532 + Penalty 2956.689958 = -851590.327574
  nChanged 43
		SP:Iteration 41Q (4748.810000 sec): 3 clusters
  Score: Raw -854577.882589 + Penalty 2956.689958 = -851621.192631
  nChanged 56
		SP:Iteration 42Q (4748.830000 sec): 3 clusters
  Score: Raw -854620.221131 + Penalty 2956.689958 = -851663.531173
  nChanged 63
		SP:Iteration 43Q (4748.850000 sec): 3 clusters
  Score: Raw -854685.452277 + Penalty 2956.689958 = -851728.762319
  nChanged 70
		SP:Iteration 44Q (4748.860000 sec): 3 clusters
  Score: Raw -854751.043146 + Penalty 2956.689958 = -851794.353188
  nChanged 76
		SP:Iteration 45Q (4748.880000 sec): 3 clusters
  Score: Raw -854801.273218 + Penalty 2956.689958 = -851844.583260
  nChanged 80
		SP:Iteration 46Q (4748.900000 sec): 3 clusters
  Score: Raw -854850.309111 + Penalty 2956.689958 = -851893.619153
  nChanged 59
		SP:Iteration 47Q (4748.920000 sec): 3 clusters
  Score: Raw -854872.842566 + Penalty 2956.689958 = -851916.152608
  nChanged 46
		SP:Iteration 48Q (4748.940000 sec): 3 clusters
  Score: Raw -854885.405233 + Penalty 2956.689958 = -851928.715275
  nChanged 30
		SP:Iteration 49Q (4748.950000 sec): 3 clusters
  Score: Raw -854892.551533 + Penalty 2956.689958 = -851935.861574
  nChanged 32
		SP:Iteration 50Q (4748.970000 sec): 3 clusters
  Score: Raw -854899.131070 + Penalty 2956.689958 = -851942.441112
  nChanged 28
		SP:Iteration 51Q (4748.990000 sec): 3 clusters
  Score: Raw -854904.642470 + Penalty 2956.689958 = -851947.952511
  nChanged 17
		SP:Iteration 52Q (4749.000000 sec): 3 clusters
  Score: Raw -854907.871228 + Penalty 2956.689958 = -851951.181270
  nChanged 14
		SP:Iteration 53Q (4749.020000 sec): 3 clusters
  Score: Raw -854911.129063 + Penalty 2956.689958 = -851954.439104
  nChanged 13
		SP:Iteration 54Q (4749.040000 sec): 3 clusters
  Score: Raw -854913.180101 + Penalty 2956.689958 = -851956.490143
  nChanged 11
		SP:Iteration 55Q (4749.060000 sec): 3 clusters
  Score: Raw -854915.961625 + Penalty 2956.689958 = -851959.271666
  nChanged 19
		SP:Iteration 56Q (4749.070000 sec): 3 clusters
  Score: Raw -854919.934707 + Penalty 2956.689958 = -851963.244749
  nChanged 24
		SP:Iteration 57Q (4749.090000 sec): 3 clusters
  Score: Raw -854923.892043 + Penalty 2956.689958 = -851967.202085
  nChanged 20
		SP:Iteration 58Q (4749.110000 sec): 3 clusters
  Score: Raw -854927.386737 + Penalty 2956.689958 = -851970.696779
  nChanged 17
		SP:Iteration 59Q (4749.130000 sec): 3 clusters
  Score: Raw -854930.143408 + Penalty 2956.689958 = -851973.453450
  nChanged 16
		SP:Iteration 60F (4749.150000 sec): 3 clusters
  Score: Raw -854932.869721 + Penalty 2956.689958 = -851976.179763
  nChanged 15
		SP:Iteration 61Q (4749.160000 sec): 3 clusters
  Score: Raw -854936.080536 + Penalty 2956.689958 = -851979.390577
  nChanged 17
		SP:Iteration 62Q (4749.180000 sec): 3 clusters
  Score: Raw -854939.946992 + Penalty 2956.689958 = -851983.257034
  nChanged 19
		SP:Iteration 63Q (4749.200000 sec): 3 clusters
  Score: Raw -854944.278789 + Penalty 2956.689958 = -851987.588831
  nChanged 23
		SP:Iteration 64Q (4749.220000 sec): 3 clusters
  Score: Raw -854948.946673 + Penalty 2956.689958 = -851992.256715
  nChanged 17
		SP:Iteration 65Q (4749.240000 sec): 3 clusters
  Score: Raw -854952.221121 + Penalty 2956.689958 = -851995.531163
  nChanged 14
		SP:Iteration 66Q (4749.250000 sec): 3 clusters
  Score: Raw -854955.308034 + Penalty 2956.689958 = -851998.618076
  nChanged 15
		SP:Iteration 67Q (4749.270000 sec): 3 clusters
  Score: Raw -854957.851317 + Penalty 2956.689958 = -852001.161359
  nChanged 11
		SP:Iteration 68Q (4749.290000 sec): 3 clusters
  Score: Raw -854959.834455 + Penalty 2956.689958 = -852003.144497
  nChanged 10
		SP:Iteration 69Q (4749.300000 sec): 3 clusters
  Score: Raw -854960.897489 + Penalty 2956.689958 = -852004.207531
  nChanged 5
		SP:Iteration 70Q (4749.320000 sec): 3 clusters
  Score: Raw -854961.368468 + Penalty 2956.689958 = -852004.678510
  nChanged 5
		SP:Iteration 71Q (4749.340000 sec): 3 clusters
  Score: Raw -854961.987821 + Penalty 2956.689958 = -852005.297863
  nChanged 5
		SP:Iteration 72Q (4749.360000 sec): 3 clusters
  Score: Raw -854962.626039 + Penalty 2956.689958 = -852005.936081
  nChanged 4
		SP:Iteration 73Q (4749.370000 sec): 3 clusters
  Score: Raw -854963.169295 + Penalty 2956.689958 = -852006.479337
  nChanged 1
		SP:Iteration 74Q (4749.390000 sec): 3 clusters
  Score: Raw -854963.335277 + Penalty 2956.689958 = -852006.645318
  nChanged 2
		SP:Iteration 75Q (4749.410000 sec): 3 clusters
  Score: Raw -854963.544951 + Penalty 2956.689958 = -852006.854992
  nChanged 3
		SP:Iteration 76Q (4749.420000 sec): 3 clusters
  Score: Raw -854963.805109 + Penalty 2956.689958 = -852007.115151
  nChanged 2
		SP:Iteration 77Q (4749.440000 sec): 3 clusters
  Score: Raw -854964.164608 + Penalty 2956.689958 = -852007.474650
  nChanged 2
		SP:Iteration 78Q (4749.460000 sec): 3 clusters
  Score: Raw -854964.471571 + Penalty 2956.689958 = -852007.781613
  nChanged 3
		SP:Iteration 79Q (4749.480000 sec): 3 clusters
  Score: Raw -854964.786439 + Penalty 2956.689958 = -852008.096480
  nChanged 3
		SP:Iteration 80F (4749.500000 sec): 3 clusters
  Score: Raw -854964.941063 + Penalty 2956.689958 = -852008.251105
  nChanged 2
		SP:Iteration 81Q (4749.520000 sec): 3 clusters
  Score: Raw -854965.075747 + Penalty 2956.689958 = -852008.385789
  nChanged 2
		SP:Iteration 82Q (4749.540000 sec): 3 clusters
  Score: Raw -854965.219486 + Penalty 2956.689958 = -852008.529528
  nChanged 1
		SP:Iteration 83Q (4749.550000 sec): 3 clusters
  Score: Raw -854965.390152 + Penalty 2956.689958 = -852008.700194
  nChanged 2
		SP:Iteration 84Q (4749.570000 sec): 3 clusters
  Score: Raw -854965.762856 + Penalty 2956.689958 = -852009.072898
  nChanged 1
		SP:Iteration 85Q (4749.580000 sec): 3 clusters
  Score: Raw -854965.872331 + Penalty 2956.689958 = -852009.182373
  nChanged 0
		SP:Iteration 86F (4749.610000 sec): 3 clusters
  Score: Raw -854965.872331 + Penalty 2956.689958 = -852009.182373
  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 8.65 GB.

 Trying to split cluster 37 (14826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4749.650000 sec): 2 clusters
  Score: Raw -1501953.119236 + Penalty 1560.672372 = -1500392.446864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4749.690000 sec): 3 clusters
  Score: Raw -1493249.661140 + Penalty 3121.344744 = -1490128.316395
  nChanged 6522
		SP:Iteration 1F (4749.730000 sec): 3 clusters
  Score: Raw -1496765.352645 + Penalty 3121.344744 = -1493644.007901
  nChanged 820
		SP:Iteration 2F (4749.760000 sec): 3 clusters
  Score: Raw -1497119.101138 + Penalty 3121.344744 = -1493997.756394
  nChanged 708
		SP:Iteration 3Q (4749.800000 sec): 3 clusters
  Score: Raw -1497518.290651 + Penalty 3121.344744 = -1494396.945907
  nChanged 724
		SP:Iteration 4Q (4749.840000 sec): 3 clusters
  Score: Raw -1497994.887745 + Penalty 3121.344744 = -1494873.543001
  nChanged 746
		SP:Iteration 5F (4749.870000 sec): 3 clusters
  Score: Raw -1498431.422700 + Penalty 3121.344744 = -1495310.077956
  nChanged 691
		SP:Iteration 6Q (4749.910000 sec): 3 clusters
  Score: Raw -1498745.857803 + Penalty 3121.344744 = -1495624.513058
  nChanged 628
		SP:Iteration 7Q (4749.940000 sec): 3 clusters
  Score: Raw -1499033.392881 + Penalty 3121.344744 = -1495912.048137
  nChanged 623
		SP:Iteration 8Q (4749.980000 sec): 3 clusters
  Score: Raw -1499351.330892 + Penalty 3121.344744 = -1496229.986147
  nChanged 630
		SP:Iteration 9Q (4750.020000 sec): 3 clusters
  Score: Raw -1499693.387222 + Penalty 3121.344744 = -1496572.042478
  nChanged 621
		SP:Iteration 10Q (4750.060000 sec): 3 clusters
  Score: Raw -1500065.275934 + Penalty 3121.344744 = -1496943.931190
  nChanged 630
		SP:Iteration 11Q (4750.090000 sec): 3 clusters
  Score: Raw -1500468.307146 + Penalty 3121.344744 = -1497346.962401
  nChanged 640
		SP:Iteration 12Q (4750.130000 sec): 3 clusters
  Score: Raw -1500892.644348 + Penalty 3121.344744 = -1497771.299604
  nChanged 568
		SP:Iteration 13Q (4750.160000 sec): 3 clusters
  Score: Raw -1501275.088657 + Penalty 3121.344744 = -1498153.743912
  nChanged 516
		SP:Iteration 14Q (4750.200000 sec): 3 clusters
  Score: Raw -1501608.972439 + Penalty 3121.344744 = -1498487.627694
  nChanged 452
		SP:Iteration 15Q (4750.230000 sec): 3 clusters
  Score: Raw -1501927.207425 + Penalty 3121.344744 = -1498805.862681
  nChanged 413
		SP:Iteration 16Q (4750.260000 sec): 3 clusters
  Score: Raw -1502184.925369 + Penalty 3121.344744 = -1499063.580625
  nChanged 387
		SP:Iteration 17Q (4750.300000 sec): 3 clusters
  Score: Raw -1502409.446398 + Penalty 3121.344744 = -1499288.101653
  nChanged 305
		SP:Iteration 18Q (4750.330000 sec): 3 clusters
  Score: Raw -1502562.654635 + Penalty 3121.344744 = -1499441.309890
  nChanged 247
		SP:Iteration 19Q (4750.360000 sec): 3 clusters
  Score: Raw -1502667.627928 + Penalty 3121.344744 = -1499546.283183
  nChanged 237
		SP:Iteration 20F (4750.400000 sec): 3 clusters
  Score: Raw -1502755.023211 + Penalty 3121.344744 = -1499633.678467
  nChanged 193
		SP:Iteration 21Q (4750.430000 sec): 3 clusters
  Score: Raw -1502825.575441 + Penalty 3121.344744 = -1499704.230696
  nChanged 164
		SP:Iteration 22Q (4750.460000 sec): 3 clusters
  Score: Raw -1502887.360720 + Penalty 3121.344744 = -1499766.015976
  nChanged 162
		SP:Iteration 23Q (4750.500000 sec): 3 clusters
  Score: Raw -1502935.454531 + Penalty 3121.344744 = -1499814.109786
  nChanged 135
		SP:Iteration 24Q (4750.530000 sec): 3 clusters
  Score: Raw -1502970.371520 + Penalty 3121.344744 = -1499849.026775
  nChanged 128
		SP:Iteration 25Q (4750.560000 sec): 3 clusters
  Score: Raw -1503006.353828 + Penalty 3121.344744 = -1499885.009084
  nChanged 148
		SP:Iteration 26Q (4750.590000 sec): 3 clusters
  Score: Raw -1503048.785041 + Penalty 3121.344744 = -1499927.440296
  nChanged 157
		SP:Iteration 27Q (4750.620000 sec): 3 clusters
  Score: Raw -1503095.839890 + Penalty 3121.344744 = -1499974.495145
  nChanged 147
		SP:Iteration 28Q (4750.650000 sec): 3 clusters
  Score: Raw -1503138.834294 + Penalty 3121.344744 = -1500017.489549
  nChanged 145
		SP:Iteration 29Q (4750.680000 sec): 3 clusters
  Score: Raw -1503180.565060 + Penalty 3121.344744 = -1500059.220315
  nChanged 135
		SP:Iteration 30Q (4750.710000 sec): 3 clusters
  Score: Raw -1503220.486988 + Penalty 3121.344744 = -1500099.142244
  nChanged 131
		SP:Iteration 31Q (4750.740000 sec): 3 clusters
  Score: Raw -1503262.851400 + Penalty 3121.344744 = -1500141.506656
  nChanged 128
		SP:Iteration 32Q (4750.780000 sec): 3 clusters
  Score: Raw -1503313.466907 + Penalty 3121.344744 = -1500192.122162
  nChanged 140
		SP:Iteration 33Q (4750.800000 sec): 3 clusters
  Score: Raw -1503366.311074 + Penalty 3121.344744 = -1500244.966329
  nChanged 137
		SP:Iteration 34Q (4750.840000 sec): 3 clusters
  Score: Raw -1503427.579887 + Penalty 3121.344744 = -1500306.235143
  nChanged 165
		SP:Iteration 35Q (4750.860000 sec): 3 clusters
  Score: Raw -1503523.880551 + Penalty 3121.344744 = -1500402.535807
  nChanged 171
		SP:Iteration 36Q (4750.900000 sec): 3 clusters
  Score: Raw -1503629.938115 + Penalty 3121.344744 = -1500508.593370
  nChanged 155
		SP:Iteration 37Q (4750.920000 sec): 3 clusters
  Score: Raw -1503736.945176 + Penalty 3121.344744 = -1500615.600432
  nChanged 123
		SP:Iteration 38Q (4750.950000 sec): 3 clusters
  Score: Raw -1503828.931939 + Penalty 3121.344744 = -1500707.587195
  nChanged 117
		SP:Iteration 39Q (4750.980000 sec): 3 clusters
  Score: Raw -1503913.929543 + Penalty 3121.344744 = -1500792.584799
  nChanged 82
		SP:Iteration 40F (4751.020000 sec): 3 clusters
  Score: Raw -1503965.192507 + Penalty 3121.344744 = -1500843.847763
  nChanged 62
		SP:Iteration 41Q (4751.050000 sec): 3 clusters
  Score: Raw -1503997.959239 + Penalty 3121.344744 = -1500876.614494
  nChanged 37
		SP:Iteration 42Q (4751.080000 sec): 3 clusters
  Score: Raw -1504013.398035 + Penalty 3121.344744 = -1500892.053291
  nChanged 24
		SP:Iteration 43Q (4751.100000 sec): 3 clusters
  Score: Raw -1504022.632703 + Penalty 3121.344744 = -1500901.287959
  nChanged 17
		SP:Iteration 44Q (4751.130000 sec): 3 clusters
  Score: Raw -1504029.357897 + Penalty 3121.344744 = -1500908.013153
  nChanged 12
		SP:Iteration 45Q (4751.160000 sec): 3 clusters
  Score: Raw -1504034.674758 + Penalty 3121.344744 = -1500913.330014
  nChanged 16
		SP:Iteration 46Q (4751.180000 sec): 3 clusters
  Score: Raw -1504039.772812 + Penalty 3121.344744 = -1500918.428067
  nChanged 10
		SP:Iteration 47Q (4751.210000 sec): 3 clusters
  Score: Raw -1504042.230317 + Penalty 3121.344744 = -1500920.885572
  nChanged 6
		SP:Iteration 48Q (4751.240000 sec): 3 clusters
  Score: Raw -1504043.188190 + Penalty 3121.344744 = -1500921.843446
  nChanged 3
		SP:Iteration 49Q (4751.260000 sec): 3 clusters
  Score: Raw -1504043.928486 + Penalty 3121.344744 = -1500922.583742
  nChanged 2
		SP:Iteration 50Q (4751.290000 sec): 3 clusters
  Score: Raw -1504044.320417 + Penalty 3121.344744 = -1500922.975672
  nChanged 0
		SP:Iteration 51F (4751.320000 sec): 3 clusters
  Score: Raw -1504044.320417 + Penalty 3121.344744 = -1500922.975672
  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 8.65 GB.

 Trying to split cluster 38 (10879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4751.360000 sec): 2 clusters
  Score: Raw -987194.604776 + Penalty 1510.370811 = -985684.233966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4751.390000 sec): 3 clusters
  Score: Raw -981016.914089 + Penalty 3020.741621 = -977996.172468
  nChanged 4804
		SP:Iteration 1F (4751.410000 sec): 3 clusters
  Score: Raw -984496.162770 + Penalty 3020.741621 = -981475.421148
  nChanged 1133
		SP:Iteration 2F (4751.440000 sec): 3 clusters
  Score: Raw -985949.323330 + Penalty 3020.741621 = -982928.581709
  nChanged 1060
		SP:Iteration 3F (4751.470000 sec): 3 clusters
  Score: Raw -987177.110791 + Penalty 3020.741621 = -984156.369169
  nChanged 916
		SP:Iteration 4F (4751.490000 sec): 3 clusters
  Score: Raw -987966.742093 + Penalty 3020.741621 = -984946.000472
  nChanged 586
		SP:Iteration 5F (4751.520000 sec): 3 clusters
  Score: Raw -988309.895979 + Penalty 3020.741621 = -985289.154358
  nChanged 381
		SP:Iteration 6Q (4751.540000 sec): 3 clusters
  Score: Raw -988488.426424 + Penalty 3020.741621 = -985467.684802
  nChanged 249
		SP:Iteration 7Q (4751.570000 sec): 3 clusters
  Score: Raw -988595.921832 + Penalty 3020.741621 = -985575.180211
  nChanged 212
		SP:Iteration 8Q (4751.600000 sec): 3 clusters
  Score: Raw -988676.399203 + Penalty 3020.741621 = -985655.657581
  nChanged 143
		SP:Iteration 9Q (4751.620000 sec): 3 clusters
  Score: Raw -988723.343228 + Penalty 3020.741621 = -985702.601606
  nChanged 93
		SP:Iteration 10Q (4751.650000 sec): 3 clusters
  Score: Raw -988748.224712 + Penalty 3020.741621 = -985727.483090
  nChanged 81
		SP:Iteration 11Q (4751.680000 sec): 3 clusters
  Score: Raw -988769.431288 + Penalty 3020.741621 = -985748.689667
  nChanged 74
		SP:Iteration 12Q (4751.700000 sec): 3 clusters
  Score: Raw -988788.501666 + Penalty 3020.741621 = -985767.760044
  nChanged 56
		SP:Iteration 13Q (4751.720000 sec): 3 clusters
  Score: Raw -988801.800444 + Penalty 3020.741621 = -985781.058823
  nChanged 41
		SP:Iteration 14Q (4751.750000 sec): 3 clusters
  Score: Raw -988811.091782 + Penalty 3020.741621 = -985790.350161
  nChanged 42
		SP:Iteration 15Q (4751.780000 sec): 3 clusters
  Score: Raw -988820.402821 + Penalty 3020.741621 = -985799.661199
  nChanged 43
		SP:Iteration 16Q (4751.800000 sec): 3 clusters
  Score: Raw -988829.292274 + Penalty 3020.741621 = -985808.550653
  nChanged 48
		SP:Iteration 17Q (4751.830000 sec): 3 clusters
  Score: Raw -988836.697872 + Penalty 3020.741621 = -985815.956251
  nChanged 31
		SP:Iteration 18Q (4751.850000 sec): 3 clusters
  Score: Raw -988841.374950 + Penalty 3020.741621 = -985820.633328
  nChanged 37
		SP:Iteration 19Q (4751.880000 sec): 3 clusters
  Score: Raw -988846.835829 + Penalty 3020.741621 = -985826.094208
  nChanged 32
		SP:Iteration 20F (4751.900000 sec): 3 clusters
  Score: Raw -988852.612576 + Penalty 3020.741621 = -985831.870955
  nChanged 25
		SP:Iteration 21Q (4751.930000 sec): 3 clusters
  Score: Raw -988855.522473 + Penalty 3020.741621 = -985834.780852
  nChanged 9
		SP:Iteration 22Q (4751.960000 sec): 3 clusters
  Score: Raw -988856.216075 + Penalty 3020.741621 = -985835.474453
  nChanged 5
		SP:Iteration 23Q (4751.980000 sec): 3 clusters
  Score: Raw -988856.801333 + Penalty 3020.741621 = -985836.059712
  nChanged 7
		SP:Iteration 24Q (4752.010000 sec): 3 clusters
  Score: Raw -988857.668362 + Penalty 3020.741621 = -985836.926740
  nChanged 7
		SP:Iteration 25Q (4752.030000 sec): 3 clusters
  Score: Raw -988858.580372 + Penalty 3020.741621 = -985837.838750
  nChanged 16
		SP:Iteration 26Q (4752.060000 sec): 3 clusters
  Score: Raw -988860.807113 + Penalty 3020.741621 = -985840.065491
  nChanged 15
		SP:Iteration 27Q (4752.080000 sec): 3 clusters
  Score: Raw -988862.589417 + Penalty 3020.741621 = -985841.847796
  nChanged 11
		SP:Iteration 28Q (4752.110000 sec): 3 clusters
  Score: Raw -988864.432271 + Penalty 3020.741621 = -985843.690649
  nChanged 17
		SP:Iteration 29Q (4752.140000 sec): 3 clusters
  Score: Raw -988868.453971 + Penalty 3020.741621 = -985847.712350
  nChanged 27
		SP:Iteration 30Q (4752.160000 sec): 3 clusters
  Score: Raw -988872.701792 + Penalty 3020.741621 = -985851.960170
  nChanged 18
		SP:Iteration 31Q (4752.180000 sec): 3 clusters
  Score: Raw -988875.779362 + Penalty 3020.741621 = -985855.037740
  nChanged 17
		SP:Iteration 32Q (4752.210000 sec): 3 clusters
  Score: Raw -988877.807121 + Penalty 3020.741621 = -985857.065499
  nChanged 14
		SP:Iteration 33Q (4752.240000 sec): 3 clusters
  Score: Raw -988879.681656 + Penalty 3020.741621 = -985858.940035
  nChanged 11
		SP:Iteration 34Q (4752.260000 sec): 3 clusters
  Score: Raw -988880.841568 + Penalty 3020.741621 = -985860.099947
  nChanged 7
		SP:Iteration 35Q (4752.280000 sec): 3 clusters
  Score: Raw -988881.466365 + Penalty 3020.741621 = -985860.724743
  nChanged 7
		SP:Iteration 36Q (4752.310000 sec): 3 clusters
  Score: Raw -988882.450099 + Penalty 3020.741621 = -985861.708478
  nChanged 12
		SP:Iteration 37Q (4752.340000 sec): 3 clusters
  Score: Raw -988883.679238 + Penalty 3020.741621 = -985862.937617
  nChanged 8
		SP:Iteration 38Q (4752.360000 sec): 3 clusters
  Score: Raw -988884.545199 + Penalty 3020.741621 = -985863.803577
  nChanged 8
		SP:Iteration 39Q (4752.390000 sec): 3 clusters
  Score: Raw -988885.529672 + Penalty 3020.741621 = -985864.788051
  nChanged 7
		SP:Iteration 40F (4752.420000 sec): 3 clusters
  Score: Raw -988886.431059 + Penalty 3020.741621 = -985865.689438
  nChanged 6
		SP:Iteration 41Q (4752.440000 sec): 3 clusters
  Score: Raw -988886.789687 + Penalty 3020.741621 = -985866.048065
  nChanged 3
		SP:Iteration 42Q (4752.460000 sec): 3 clusters
  Score: Raw -988887.123804 + Penalty 3020.741621 = -985866.382183
  nChanged 6
		SP:Iteration 43Q (4752.490000 sec): 3 clusters
  Score: Raw -988887.712603 + Penalty 3020.741621 = -985866.970982
  nChanged 8
		SP:Iteration 44Q (4752.520000 sec): 3 clusters
  Score: Raw -988888.344039 + Penalty 3020.741621 = -985867.602417
  nChanged 6
		SP:Iteration 45Q (4752.540000 sec): 3 clusters
  Score: Raw -988888.888115 + Penalty 3020.741621 = -985868.146494
  nChanged 5
		SP:Iteration 46Q (4752.570000 sec): 3 clusters
  Score: Raw -988889.594288 + Penalty 3020.741621 = -985868.852667
  nChanged 7
		SP:Iteration 47Q (4752.590000 sec): 3 clusters
  Score: Raw -988891.165058 + Penalty 3020.741621 = -985870.423437
  nChanged 13
		SP:Iteration 48Q (4752.620000 sec): 3 clusters
  Score: Raw -988893.284353 + Penalty 3020.741621 = -985872.542732
  nChanged 11
		SP:Iteration 49Q (4752.640000 sec): 3 clusters
  Score: Raw -988894.355664 + Penalty 3020.741621 = -985873.614042
  nChanged 9
		SP:Iteration 50Q (4752.670000 sec): 3 clusters
  Score: Raw -988895.199907 + Penalty 3020.741621 = -985874.458285
  nChanged 9
		SP:Iteration 51Q (4752.700000 sec): 3 clusters
  Score: Raw -988895.926027 + Penalty 3020.741621 = -985875.184406
  nChanged 8
		SP:Iteration 52Q (4752.720000 sec): 3 clusters
  Score: Raw -988897.001276 + Penalty 3020.741621 = -985876.259655
  nChanged 6
		SP:Iteration 53Q (4752.740000 sec): 3 clusters
  Score: Raw -988897.462323 + Penalty 3020.741621 = -985876.720701
  nChanged 1
		SP:Iteration 54Q (4752.770000 sec): 3 clusters
  Score: Raw -988897.535075 + Penalty 3020.741621 = -985876.793454
  nChanged 1
		SP:Iteration 55Q (4752.800000 sec): 3 clusters
  Score: Raw -988897.595308 + Penalty 3020.741621 = -985876.853686
  nChanged 4
		SP:Iteration 56Q (4752.820000 sec): 3 clusters
  Score: Raw -988898.200780 + Penalty 3020.741621 = -985877.459158
  nChanged 5
		SP:Iteration 57Q (4752.850000 sec): 3 clusters
  Score: Raw -988898.524778 + Penalty 3020.741621 = -985877.783157
  nChanged 3
		SP:Iteration 58Q (4752.870000 sec): 3 clusters
  Score: Raw -988899.243534 + Penalty 3020.741621 = -985878.501912
  nChanged 9
		SP:Iteration 59Q (4752.900000 sec): 3 clusters
  Score: Raw -988900.455792 + Penalty 3020.741621 = -985879.714171
  nChanged 9
		SP:Iteration 60F (4752.920000 sec): 3 clusters
  Score: Raw -988901.969723 + Penalty 3020.741621 = -985881.228101
  nChanged 12
		SP:Iteration 61Q (4752.950000 sec): 3 clusters
  Score: Raw -988902.835830 + Penalty 3020.741621 = -985882.094209
  nChanged 4
		SP:Iteration 62Q (4752.980000 sec): 3 clusters
  Score: Raw -988903.109875 + Penalty 3020.741621 = -985882.368253
  nChanged 3
		SP:Iteration 63Q (4753.000000 sec): 3 clusters
  Score: Raw -988903.417801 + Penalty 3020.741621 = -985882.676180
  nChanged 2
		SP:Iteration 64Q (4753.030000 sec): 3 clusters
  Score: Raw -988903.742166 + Penalty 3020.741621 = -985883.000544
  nChanged 5
		SP:Iteration 65Q (4753.050000 sec): 3 clusters
  Score: Raw -988904.260781 + Penalty 3020.741621 = -985883.519160
  nChanged 4
		SP:Iteration 66Q (4753.080000 sec): 3 clusters
  Score: Raw -988904.500668 + Penalty 3020.741621 = -985883.759047
  nChanged 5
		SP:Iteration 67Q (4753.100000 sec): 3 clusters
  Score: Raw -988905.022791 + Penalty 3020.741621 = -985884.281169
  nChanged 2
		SP:Iteration 68Q (4753.130000 sec): 3 clusters
  Score: Raw -988905.125707 + Penalty 3020.741621 = -985884.384086
  nChanged 1
		SP:Iteration 69Q (4753.160000 sec): 3 clusters
  Score: Raw -988905.196387 + Penalty 3020.741621 = -985884.454765
  nChanged 1
		SP:Iteration 70Q (4753.180000 sec): 3 clusters
  Score: Raw -988905.369093 + Penalty 3020.741621 = -985884.627471
  nChanged 3
		SP:Iteration 71Q (4753.210000 sec): 3 clusters
  Score: Raw -988905.604692 + Penalty 3020.741621 = -985884.863070
  nChanged 1
		SP:Iteration 72Q (4753.230000 sec): 3 clusters
  Score: Raw -988905.689761 + Penalty 3020.741621 = -985884.948140
  nChanged 2
		SP:Iteration 73Q (4753.260000 sec): 3 clusters
  Score: Raw -988905.821321 + Penalty 3020.741621 = -985885.079699
  nChanged 2
		SP:Iteration 74Q (4753.280000 sec): 3 clusters
  Score: Raw -988905.931047 + Penalty 3020.741621 = -985885.189426
  nChanged 0
		SP:Iteration 75F (4753.310000 sec): 3 clusters
  Score: Raw -988905.931047 + Penalty 3020.741621 = -985885.189426
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Iteration 59Q (4775.900000 sec): 69 clusters
  Score: Raw -92055343.455485 + Penalty 152172.027811 = -91903171.427674
  nChanged 23442
Iteration 60F (4832.590000 sec): 69 clusters
  Score: Raw -92085500.286102 + Penalty 152172.027811 = -91933328.258291
  nChanged 15598
Iteration 61Q (4839.420000 sec): 69 clusters
  Score: Raw -92091632.915074 + Penalty 152172.027811 = -91939460.887264
  nChanged 8079
Iteration 62Q (4845.750000 sec): 69 clusters
  Score: Raw -92094341.256162 + Penalty 152172.027811 = -91942169.228352
  nChanged 5555
Iteration 63Q (4851.950000 sec): 69 clusters
  Score: Raw -92095918.155148 + Penalty 152172.027811 = -91943746.127337
  nChanged 4289
Iteration 64Q (4858.050000 sec): 69 clusters
  Score: Raw -92096947.654428 + Penalty 152172.027811 = -91944775.626618
  nChanged 3425
Iteration 65Q (4864.100000 sec): 69 clusters
  Score: Raw -92097728.446706 + Penalty 152172.027811 = -91945556.418895
  nChanged 2748
Iteration 66Q (4869.970000 sec): 69 clusters
  Score: Raw -92098377.388440 + Penalty 152172.027811 = -91946205.360629
  nChanged 2329
Iteration 67Q (4875.820000 sec): 69 clusters
  Score: Raw -92098944.570736 + Penalty 152172.027811 = -91946772.542926
  nChanged 2014
Iteration 68Q (4881.730000 sec): 69 clusters
  Score: Raw -92099512.354322 + Penalty 152172.027811 = -91947340.326512
  nChanged 1794
Iteration 69Q (4887.640000 sec): 69 clusters
  Score: Raw -92100141.564800 + Penalty 152172.027811 = -91947969.536989
  nChanged 1563
Iteration 70Q (4893.510000 sec): 69 clusters
  Score: Raw -92101371.327800 + Penalty 152172.027811 = -91949199.299990
  nChanged 1481
Iteration 71Q (4899.470000 sec): 69 clusters
  Score: Raw -92102293.217613 + Penalty 152172.027811 = -91950121.189802
  nChanged 1262
Iteration 72Q (4905.400000 sec): 69 clusters
  Score: Raw -92102500.819965 + Penalty 152172.027811 = -91950328.792155
  nChanged 1146
Iteration 73Q (4911.280000 sec): 69 clusters
  Score: Raw -92102667.960024 + Penalty 152172.027811 = -91950495.932214
  nChanged 975
Iteration 74Q (4917.150000 sec): 69 clusters
  Score: Raw -92102804.864044 + Penalty 152172.027811 = -91950632.836233
  nChanged 921
Iteration 75Q (4923.190000 sec): 69 clusters
  Score: Raw -92102932.498007 + Penalty 152172.027811 = -91950760.470196
  nChanged 821
Iteration 76Q (4929.020000 sec): 69 clusters
  Score: Raw -92103044.235243 + Penalty 152172.027811 = -91950872.207432
  nChanged 756
Iteration 77Q (4934.870000 sec): 69 clusters
  Score: Raw -92103146.421351 + Penalty 152172.027811 = -91950974.393540
  nChanged 720
Iteration 78Q (4940.640000 sec): 69 clusters
  Score: Raw -92103251.018085 + Penalty 152172.027811 = -91951078.990274
  nChanged 657
Iteration 79Q (4946.400000 sec): 69 clusters
  Score: Raw -92103353.952593 + Penalty 152172.027811 = -91951181.924783
  nChanged 676
Iteration 80F (5003.770000 sec): 69 clusters
  Score: Raw -92103523.360218 + Penalty 152172.027811 = -91951351.332407
  nChanged 695
Iteration 81Q (5010.060000 sec): 69 clusters
  Score: Raw -92103689.857079 + Penalty 152172.027811 = -91951517.829268
  nChanged 647
Iteration 82Q (5016.320000 sec): 69 clusters
  Score: Raw -92103826.208175 + Penalty 152172.027811 = -91951654.180364
  nChanged 685
Iteration 83Q (5022.750000 sec): 69 clusters
  Score: Raw -92103951.669036 + Penalty 152172.027811 = -91951779.641225
  nChanged 622
Iteration 84Q (5029.140000 sec): 69 clusters
  Score: Raw -92104064.203406 + Penalty 152172.027811 = -91951892.175596
  nChanged 608
Iteration 85Q (5035.810000 sec): 69 clusters
  Score: Raw -92104176.767485 + Penalty 152172.027811 = -91952004.739675
  nChanged 582
Iteration 86Q (5042.180000 sec): 69 clusters
  Score: Raw -92104283.183679 + Penalty 152172.027811 = -91952111.155869
  nChanged 563
Iteration 87Q (5048.410000 sec): 69 clusters
  Score: Raw -92104382.155580 + Penalty 152172.027811 = -91952210.127770
  nChanged 545
Iteration 88Q (5054.620000 sec): 69 clusters
  Score: Raw -92104498.101560 + Penalty 152172.027811 = -91952326.073749
  nChanged 552
Iteration 89Q (5060.930000 sec): 69 clusters
  Score: Raw -92104622.260262 + Penalty 152172.027811 = -91952450.232452
  nChanged 547
Iteration 90Q (5067.160000 sec): 69 clusters
  Score: Raw -92104722.844393 + Penalty 152172.027811 = -91952550.816582
  nChanged 490
Iteration 91Q (5073.470000 sec): 69 clusters
  Score: Raw -92104798.836231 + Penalty 152172.027811 = -91952626.808420
  nChanged 448
Iteration 92Q (5079.620000 sec): 69 clusters
  Score: Raw -92104857.766281 + Penalty 152172.027811 = -91952685.738470
  nChanged 439
Iteration 93Q (5085.740000 sec): 69 clusters
  Score: Raw -92104913.375569 + Penalty 152172.027811 = -91952741.347758
  nChanged 382
Iteration 94Q (5091.870000 sec): 69 clusters
  Score: Raw -92104962.690916 + Penalty 152172.027811 = -91952790.663106
  nChanged 355
Iteration 95Q (5098.020000 sec): 69 clusters
  Score: Raw -92105004.547708 + Penalty 152172.027811 = -91952832.519898
  nChanged 323
Iteration 96Q (5104.010000 sec): 69 clusters
  Score: Raw -92105037.733975 + Penalty 152172.027811 = -91952865.706165
  nChanged 283
Iteration 97Q (5109.950000 sec): 69 clusters
  Score: Raw -92105063.263467 + Penalty 152172.027811 = -91952891.235656
  nChanged 250
Iteration 98Q (5115.820000 sec): 69 clusters
  Score: Raw -92105087.085874 + Penalty 152172.027811 = -91952915.058063
  nChanged 212
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92105087.085874 + Penalty 152172.027811 = -91952915.058063
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5116.020000 sec): 2 clusters
  Score: Raw -2098054.228413 + Penalty 1614.537578 = -2096439.690835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5116.070000 sec): 3 clusters
  Score: Raw -2085539.896205 + Penalty 3229.075157 = -2082310.821048
  nChanged 9310
		SP:Iteration 1F (5116.130000 sec): 3 clusters
  Score: Raw -2090704.288000 + Penalty 3229.075157 = -2087475.212844
  nChanged 1224
		SP:Iteration 2F (5116.190000 sec): 3 clusters
  Score: Raw -2091268.222795 + Penalty 3229.075157 = -2088039.147639
  nChanged 1275
		SP:Iteration 3F (5116.250000 sec): 3 clusters
  Score: Raw -2092015.457016 + Penalty 3229.075157 = -2088786.381859
  nChanged 1433
		SP:Iteration 4F (5116.300000 sec): 3 clusters
  Score: Raw -2093016.557627 + Penalty 3229.075157 = -2089787.482471
  nChanged 1517
		SP:Iteration 5F (5116.350000 sec): 3 clusters
  Score: Raw -2094059.141938 + Penalty 3229.075157 = -2090830.066781
  nChanged 1385
		SP:Iteration 6F (5116.400000 sec): 3 clusters
  Score: Raw -2094918.707511 + Penalty 3229.075157 = -2091689.632355
  nChanged 1158
		SP:Iteration 7F (5116.450000 sec): 3 clusters
  Score: Raw -2095529.698299 + Penalty 3229.075157 = -2092300.623142
  nChanged 849
		SP:Iteration 8Q (5116.510000 sec): 3 clusters
  Score: Raw -2095949.807626 + Penalty 3229.075157 = -2092720.732469
  nChanged 686
		SP:Iteration 9Q (5116.560000 sec): 3 clusters
  Score: Raw -2096267.075204 + Penalty 3229.075157 = -2093038.000048
  nChanged 576
		SP:Iteration 10Q (5116.610000 sec): 3 clusters
  Score: Raw -2096533.439240 + Penalty 3229.075157 = -2093304.364083
  nChanged 499
		SP:Iteration 11Q (5116.660000 sec): 3 clusters
  Score: Raw -2096807.107984 + Penalty 3229.075157 = -2093578.032828
  nChanged 478
		SP:Iteration 12Q (5116.710000 sec): 3 clusters
  Score: Raw -2097089.819035 + Penalty 3229.075157 = -2093860.743878
  nChanged 431
		SP:Iteration 13Q (5116.770000 sec): 3 clusters
  Score: Raw -2097344.530861 + Penalty 3229.075157 = -2094115.455704
  nChanged 378
		SP:Iteration 14Q (5116.820000 sec): 3 clusters
  Score: Raw -2097555.814507 + Penalty 3229.075157 = -2094326.739351
  nChanged 310
		SP:Iteration 15Q (5116.870000 sec): 3 clusters
  Score: Raw -2097738.782731 + Penalty 3229.075157 = -2094509.707575
  nChanged 261
		SP:Iteration 16Q (5116.910000 sec): 3 clusters
  Score: Raw -2097876.880611 + Penalty 3229.075157 = -2094647.805455
  nChanged 217
		SP:Iteration 17Q (5116.960000 sec): 3 clusters
  Score: Raw -2097990.014718 + Penalty 3229.075157 = -2094760.939562
  nChanged 188
		SP:Iteration 18Q (5117.010000 sec): 3 clusters
  Score: Raw -2098084.002394 + Penalty 3229.075157 = -2094854.927238
  nChanged 166
		SP:Iteration 19Q (5117.050000 sec): 3 clusters
  Score: Raw -2098168.072503 + Penalty 3229.075157 = -2094938.997346
  nChanged 144
		SP:Iteration 20F (5117.110000 sec): 3 clusters
  Score: Raw -2098235.753723 + Penalty 3229.075157 = -2095006.678566
  nChanged 134
		SP:Iteration 21Q (5117.150000 sec): 3 clusters
  Score: Raw -2098296.733727 + Penalty 3229.075157 = -2095067.658570
  nChanged 120
		SP:Iteration 22Q (5117.190000 sec): 3 clusters
  Score: Raw -2098346.898167 + Penalty 3229.075157 = -2095117.823010
  nChanged 99
		SP:Iteration 23Q (5117.230000 sec): 3 clusters
  Score: Raw -2098393.409568 + Penalty 3229.075157 = -2095164.334412
  nChanged 87
		SP:Iteration 24Q (5117.280000 sec): 3 clusters
  Score: Raw -2098427.197622 + Penalty 3229.075157 = -2095198.122465
  nChanged 74
		SP:Iteration 25Q (5117.320000 sec): 3 clusters
  Score: Raw -2098458.929928 + Penalty 3229.075157 = -2095229.854771
  nChanged 78
		SP:Iteration 26Q (5117.360000 sec): 3 clusters
  Score: Raw -2098498.330264 + Penalty 3229.075157 = -2095269.255107
  nChanged 78
		SP:Iteration 27Q (5117.400000 sec): 3 clusters
  Score: Raw -2098534.468143 + Penalty 3229.075157 = -2095305.392987
  nChanged 67
		SP:Iteration 28Q (5117.440000 sec): 3 clusters
  Score: Raw -2098568.929630 + Penalty 3229.075157 = -2095339.854474
  nChanged 69
		SP:Iteration 29Q (5117.480000 sec): 3 clusters
  Score: Raw -2098604.477587 + Penalty 3229.075157 = -2095375.402430
  nChanged 63
		SP:Iteration 30Q (5117.520000 sec): 3 clusters
  Score: Raw -2098641.176777 + Penalty 3229.075157 = -2095412.101621
  nChanged 54
		SP:Iteration 31Q (5117.560000 sec): 3 clusters
  Score: Raw -2098678.057682 + Penalty 3229.075157 = -2095448.982526
  nChanged 44
		SP:Iteration 32Q (5117.600000 sec): 3 clusters
  Score: Raw -2098705.447732 + Penalty 3229.075157 = -2095476.372576
  nChanged 54
		SP:Iteration 33Q (5117.640000 sec): 3 clusters
  Score: Raw -2098733.124987 + Penalty 3229.075157 = -2095504.049830
  nChanged 43
		SP:Iteration 34Q (5117.680000 sec): 3 clusters
  Score: Raw -2098754.379834 + Penalty 3229.075157 = -2095525.304677
  nChanged 27
		SP:Iteration 35Q (5117.720000 sec): 3 clusters
  Score: Raw -2098767.402936 + Penalty 3229.075157 = -2095538.327779
  nChanged 25
		SP:Iteration 36Q (5117.760000 sec): 3 clusters
  Score: Raw -2098776.688395 + Penalty 3229.075157 = -2095547.613239
  nChanged 25
		SP:Iteration 37Q (5117.800000 sec): 3 clusters
  Score: Raw -2098789.586580 + Penalty 3229.075157 = -2095560.511424
  nChanged 27
		SP:Iteration 38Q (5117.840000 sec): 3 clusters
  Score: Raw -2098803.083969 + Penalty 3229.075157 = -2095574.008813
  nChanged 33
		SP:Iteration 39Q (5117.880000 sec): 3 clusters
  Score: Raw -2098822.217291 + Penalty 3229.075157 = -2095593.142135
  nChanged 31
		SP:Iteration 40F (5117.930000 sec): 3 clusters
  Score: Raw -2098841.376182 + Penalty 3229.075157 = -2095612.301025
  nChanged 41
		SP:Iteration 41Q (5117.970000 sec): 3 clusters
  Score: Raw -2098865.658601 + Penalty 3229.075157 = -2095636.583445
  nChanged 25
		SP:Iteration 42Q (5118.010000 sec): 3 clusters
  Score: Raw -2098881.125542 + Penalty 3229.075157 = -2095652.050385
  nChanged 22
		SP:Iteration 43Q (5118.040000 sec): 3 clusters
  Score: Raw -2098895.481445 + Penalty 3229.075157 = -2095666.406288
  nChanged 27
		SP:Iteration 44Q (5118.080000 sec): 3 clusters
  Score: Raw -2098912.701086 + Penalty 3229.075157 = -2095683.625929
  nChanged 26
		SP:Iteration 45Q (5118.120000 sec): 3 clusters
  Score: Raw -2098932.510238 + Penalty 3229.075157 = -2095703.435081
  nChanged 26
		SP:Iteration 46Q (5118.160000 sec): 3 clusters
  Score: Raw -2098949.197849 + Penalty 3229.075157 = -2095720.122692
  nChanged 24
		SP:Iteration 47Q (5118.190000 sec): 3 clusters
  Score: Raw -2098959.902354 + Penalty 3229.075157 = -2095730.827197
  nChanged 17
		SP:Iteration 48Q (5118.230000 sec): 3 clusters
  Score: Raw -2098967.729894 + Penalty 3229.075157 = -2095738.654738
  nChanged 5
		SP:Iteration 49Q (5118.270000 sec): 3 clusters
  Score: Raw -2098970.889111 + Penalty 3229.075157 = -2095741.813955
  nChanged 6
		SP:Iteration 50Q (5118.310000 sec): 3 clusters
  Score: Raw -2098973.674972 + Penalty 3229.075157 = -2095744.599816
  nChanged 11
		SP:Iteration 51Q (5118.350000 sec): 3 clusters
  Score: Raw -2098978.764608 + Penalty 3229.075157 = -2095749.689451
  nChanged 11
		SP:Iteration 52Q (5118.390000 sec): 3 clusters
  Score: Raw -2098982.193508 + Penalty 3229.075157 = -2095753.118351
  nChanged 6
		SP:Iteration 53Q (5118.430000 sec): 3 clusters
  Score: Raw -2098985.052748 + Penalty 3229.075157 = -2095755.977591
  nChanged 6
		SP:Iteration 54Q (5118.470000 sec): 3 clusters
  Score: Raw -2098988.496818 + Penalty 3229.075157 = -2095759.421661
  nChanged 5
		SP:Iteration 55Q (5118.510000 sec): 3 clusters
  Score: Raw -2098990.573391 + Penalty 3229.075157 = -2095761.498235
  nChanged 2
		SP:Iteration 56Q (5118.550000 sec): 3 clusters
  Score: Raw -2098991.141201 + Penalty 3229.075157 = -2095762.066044
  nChanged 0
		SP:Iteration 57F (5118.600000 sec): 3 clusters
  Score: Raw -2098991.141201 + Penalty 3229.075157 = -2095762.066044
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5118.610000 sec): 2 clusters
  Score: Raw -19815.694530 + Penalty 874.233320 = -18941.461210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5118.610000 sec): 3 clusters
  Score: Raw -19903.243568 + Penalty 1748.466640 = -18154.776928
  nChanged 22
		SP:Iteration 1F (5118.610000 sec): 3 clusters
  Score: Raw -19972.910567 + Penalty 1748.466640 = -18224.443927
  nChanged 5
		SP:Iteration 2Q (5118.620000 sec): 3 clusters
  Score: Raw -19987.789759 + Penalty 1748.466640 = -18239.323119
  nChanged 3
		SP:Iteration 3Q (5118.620000 sec): 3 clusters
  Score: Raw -19999.213875 + Penalty 1748.466640 = -18250.747235
  nChanged 2
		SP:Iteration 4Q (5118.620000 sec): 3 clusters
  Score: Raw -20005.888772 + Penalty 1748.466640 = -18257.422132
  nChanged 2
		SP:Iteration 5Q (5118.620000 sec): 3 clusters
  Score: Raw -20013.157202 + Penalty 1748.466640 = -18264.690562
  nChanged 2
		SP:Iteration 6Q (5118.620000 sec): 3 clusters
  Score: Raw -20017.387710 + Penalty 1748.466640 = -18268.921070
  nChanged 5
		SP:Iteration 7Q (5118.620000 sec): 3 clusters
  Score: Raw -20032.522887 + Penalty 1748.466640 = -18284.056247
  nChanged 3
		SP:Iteration 8Q (5118.620000 sec): 3 clusters
  Score: Raw -20037.563783 + Penalty 1748.466640 = -18289.097143
  nChanged 1
		SP:Iteration 9Q (5118.620000 sec): 3 clusters
  Score: Raw -20041.662848 + Penalty 1748.466640 = -18293.196208
  nChanged 1
		SP:Iteration 10Q (5118.620000 sec): 3 clusters
  Score: Raw -20050.123574 + Penalty 1748.466640 = -18301.656934
  nChanged 1
		SP:Iteration 11Q (5118.620000 sec): 3 clusters
  Score: Raw -20053.139609 + Penalty 1748.466640 = -18304.672969
  nChanged 2
		SP:Iteration 12Q (5118.620000 sec): 3 clusters
  Score: Raw -20058.731056 + Penalty 1748.466640 = -18310.264416
  nChanged 1
		SP:Iteration 13Q (5118.620000 sec): 3 clusters
  Score: Raw -20063.169752 + Penalty 1748.466640 = -18314.703113
  nChanged 1
		SP:Iteration 14Q (5118.620000 sec): 3 clusters
  Score: Raw -20067.971278 + Penalty 1748.466640 = -18319.504638
  nChanged 0
		SP:Iteration 15F (5118.620000 sec): 3 clusters
  Score: Raw -20067.971278 + Penalty 1748.466640 = -18319.504638
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5118.750000 sec): 2 clusters
  Score: Raw -4118389.613191 + Penalty 1720.533208 = -4116669.079983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5118.860000 sec): 3 clusters
  Score: Raw -4093660.937671 + Penalty 3441.066417 = -4090219.871254
  nChanged 18510
		SP:Iteration 1F (5118.960000 sec): 3 clusters
  Score: Raw -4104136.806399 + Penalty 3441.066417 = -4100695.739982
  nChanged 1931
		SP:Iteration 2Q (5119.070000 sec): 3 clusters
  Score: Raw -4104796.467359 + Penalty 3441.066417 = -4101355.400942
  nChanged 1873
		SP:Iteration 3Q (5119.170000 sec): 3 clusters
  Score: Raw -4105516.798523 + Penalty 3441.066417 = -4102075.732106
  nChanged 2022
		SP:Iteration 4F (5119.270000 sec): 3 clusters
  Score: Raw -4106461.738417 + Penalty 3441.066417 = -4103020.672001
  nChanged 2195
		SP:Iteration 5F (5119.380000 sec): 3 clusters
  Score: Raw -4107600.027110 + Penalty 3441.066417 = -4104158.960693
  nChanged 2280
		SP:Iteration 6F (5119.480000 sec): 3 clusters
  Score: Raw -4109036.766585 + Penalty 3441.066417 = -4105595.700168
  nChanged 2438
		SP:Iteration 7F (5119.580000 sec): 3 clusters
  Score: Raw -4110800.751852 + Penalty 3441.066417 = -4107359.685435
  nChanged 2398
		SP:Iteration 8F (5119.690000 sec): 3 clusters
  Score: Raw -4112679.108286 + Penalty 3441.066417 = -4109238.041870
  nChanged 2075
		SP:Iteration 9F (5119.790000 sec): 3 clusters
  Score: Raw -4114444.661834 + Penalty 3441.066417 = -4111003.595417
  nChanged 1666
		SP:Iteration 10Q (5119.890000 sec): 3 clusters
  Score: Raw -4115844.827295 + Penalty 3441.066417 = -4112403.760878
  nChanged 1205
		SP:Iteration 11Q (5119.980000 sec): 3 clusters
  Score: Raw -4116862.406560 + Penalty 3441.066417 = -4113421.340143
  nChanged 806
		SP:Iteration 12Q (5120.070000 sec): 3 clusters
  Score: Raw -4117531.095848 + Penalty 3441.066417 = -4114090.029431
  nChanged 528
		SP:Iteration 13Q (5120.150000 sec): 3 clusters
  Score: Raw -4117971.848933 + Penalty 3441.066417 = -4114530.782516
  nChanged 278
		SP:Iteration 14Q (5120.230000 sec): 3 clusters
  Score: Raw -4118206.921813 + Penalty 3441.066417 = -4114765.855396
  nChanged 163
		SP:Iteration 15Q (5120.300000 sec): 3 clusters
  Score: Raw -4118340.535325 + Penalty 3441.066417 = -4114899.468909
  nChanged 99
		SP:Iteration 16Q (5120.370000 sec): 3 clusters
  Score: Raw -4118429.878091 + Penalty 3441.066417 = -4114988.811674
  nChanged 61
		SP:Iteration 17Q (5120.450000 sec): 3 clusters
  Score: Raw -4118484.463545 + Penalty 3441.066417 = -4115043.397128
  nChanged 35
		SP:Iteration 18Q (5120.520000 sec): 3 clusters
  Score: Raw -4118514.491445 + Penalty 3441.066417 = -4115073.425029
  nChanged 25
		SP:Iteration 19Q (5120.590000 sec): 3 clusters
  Score: Raw -4118532.512328 + Penalty 3441.066417 = -4115091.445911
  nChanged 9
		SP:Iteration 20F (5120.690000 sec): 3 clusters
  Score: Raw -4118539.716133 + Penalty 3441.066417 = -4115098.649716
  nChanged 8
		SP:Iteration 21Q (5120.770000 sec): 3 clusters
  Score: Raw -4118546.221940 + Penalty 3441.066417 = -4115105.155523
  nChanged 7
		SP:Iteration 22Q (5120.840000 sec): 3 clusters
  Score: Raw -4118552.653933 + Penalty 3441.066417 = -4115111.587516
  nChanged 9
		SP:Iteration 23Q (5120.920000 sec): 3 clusters
  Score: Raw -4118559.069563 + Penalty 3441.066417 = -4115118.003146
  nChanged 3
		SP:Iteration 24Q (5120.990000 sec): 3 clusters
  Score: Raw -4118561.235835 + Penalty 3441.066417 = -4115120.169418
  nChanged 2
		SP:Iteration 25Q (5121.060000 sec): 3 clusters
  Score: Raw -4118562.170176 + Penalty 3441.066417 = -4115121.103759
  nChanged 2
		SP:Iteration 26Q (5121.130000 sec): 3 clusters
  Score: Raw -4118563.360351 + Penalty 3441.066417 = -4115122.293934
  nChanged 0
		SP:Iteration 27F (5121.230000 sec): 3 clusters
  Score: Raw -4118563.360351 + Penalty 3441.066417 = -4115122.293934
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (13333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5121.290000 sec): 2 clusters
  Score: Raw -1369177.302814 + Penalty 1543.424585 = -1367633.878229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5121.320000 sec): 3 clusters
  Score: Raw -1361475.360763 + Penalty 3086.849169 = -1358388.511594
  nChanged 5917
		SP:Iteration 1F (5121.350000 sec): 3 clusters
  Score: Raw -1364959.997342 + Penalty 3086.849169 = -1361873.148172
  nChanged 778
		SP:Iteration 2F (5121.390000 sec): 3 clusters
  Score: Raw -1365309.662907 + Penalty 3086.849169 = -1362222.813737
  nChanged 671
		SP:Iteration 3F (5121.420000 sec): 3 clusters
  Score: Raw -1365580.043901 + Penalty 3086.849169 = -1362493.194732
  nChanged 590
		SP:Iteration 4Q (5121.460000 sec): 3 clusters
  Score: Raw -1365793.081274 + Penalty 3086.849169 = -1362706.232105
  nChanged 566
		SP:Iteration 5Q (5121.490000 sec): 3 clusters
  Score: Raw -1366016.059047 + Penalty 3086.849169 = -1362929.209878
  nChanged 586
		SP:Iteration 6Q (5121.530000 sec): 3 clusters
  Score: Raw -1366264.965548 + Penalty 3086.849169 = -1363178.116379
  nChanged 605
		SP:Iteration 7Q (5121.560000 sec): 3 clusters
  Score: Raw -1366557.457341 + Penalty 3086.849169 = -1363470.608172
  nChanged 661
		SP:Iteration 8Q (5121.590000 sec): 3 clusters
  Score: Raw -1366962.652208 + Penalty 3086.849169 = -1363875.803039
  nChanged 784
		SP:Iteration 9F (5121.630000 sec): 3 clusters
  Score: Raw -1367515.210551 + Penalty 3086.849169 = -1364428.361382
  nChanged 818
		SP:Iteration 10F (5121.660000 sec): 3 clusters
  Score: Raw -1368176.640543 + Penalty 3086.849169 = -1365089.791374
  nChanged 777
		SP:Iteration 11F (5121.690000 sec): 3 clusters
  Score: Raw -1368886.639286 + Penalty 3086.849169 = -1365799.790117
  nChanged 594
		SP:Iteration 12Q (5121.730000 sec): 3 clusters
  Score: Raw -1369503.463290 + Penalty 3086.849169 = -1366416.614121
  nChanged 413
		SP:Iteration 13Q (5121.760000 sec): 3 clusters
  Score: Raw -1370083.640821 + Penalty 3086.849169 = -1366996.791652
  nChanged 286
		SP:Iteration 14Q (5121.790000 sec): 3 clusters
  Score: Raw -1370553.123843 + Penalty 3086.849169 = -1367466.274674
  nChanged 185
		SP:Iteration 15Q (5121.820000 sec): 3 clusters
  Score: Raw -1370761.367928 + Penalty 3086.849169 = -1367674.518759
  nChanged 120
		SP:Iteration 16Q (5121.840000 sec): 3 clusters
  Score: Raw -1370862.793650 + Penalty 3086.849169 = -1367775.944481
  nChanged 72
		SP:Iteration 17Q (5121.870000 sec): 3 clusters
  Score: Raw -1370899.233820 + Penalty 3086.849169 = -1367812.384651
  nChanged 38
		SP:Iteration 18Q (5121.890000 sec): 3 clusters
  Score: Raw -1370912.747175 + Penalty 3086.849169 = -1367825.898006
  nChanged 20
		SP:Iteration 19Q (5121.910000 sec): 3 clusters
  Score: Raw -1370918.468092 + Penalty 3086.849169 = -1367831.618923
  nChanged 16
		SP:Iteration 20F (5121.950000 sec): 3 clusters
  Score: Raw -1370923.624380 + Penalty 3086.849169 = -1367836.775211
  nChanged 12
		SP:Iteration 21Q (5121.970000 sec): 3 clusters
  Score: Raw -1370926.677592 + Penalty 3086.849169 = -1367839.828423
  nChanged 5
		SP:Iteration 22Q (5122.000000 sec): 3 clusters
  Score: Raw -1370927.851702 + Penalty 3086.849169 = -1367841.002532
  nChanged 4
		SP:Iteration 23Q (5122.020000 sec): 3 clusters
  Score: Raw -1370928.562206 + Penalty 3086.849169 = -1367841.713037
  nChanged 1
		SP:Iteration 24Q (5122.050000 sec): 3 clusters
  Score: Raw -1370928.635177 + Penalty 3086.849169 = -1367841.786008
  nChanged 0
		SP:Iteration 25F (5122.080000 sec): 3 clusters
  Score: Raw -1370928.635177 + Penalty 3086.849169 = -1367841.786008
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (88067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5122.350000 sec): 2 clusters
  Score: Raw -8934996.610019 + Penalty 1850.201140 = -8933146.408880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5122.580000 sec): 3 clusters
  Score: Raw -8877829.010414 + Penalty 3700.402279 = -8874128.608135
  nChanged 42080
		SP:Iteration 1F (5122.810000 sec): 3 clusters
  Score: Raw -8902708.949960 + Penalty 3700.402279 = -8899008.547681
  nChanged 3654
		SP:Iteration 2Q (5123.040000 sec): 3 clusters
  Score: Raw -8904098.020122 + Penalty 3700.402279 = -8900397.617842
  nChanged 4244
		SP:Iteration 3Q (5123.290000 sec): 3 clusters
  Score: Raw -8906003.116711 + Penalty 3700.402279 = -8902302.714432
  nChanged 4984
		SP:Iteration 4F (5123.510000 sec): 3 clusters
  Score: Raw -8908527.201383 + Penalty 3700.402279 = -8904826.799104
  nChanged 5609
		SP:Iteration 5F (5123.740000 sec): 3 clusters
  Score: Raw -8911682.065364 + Penalty 3700.402279 = -8907981.663085
  nChanged 5628
		SP:Iteration 6F (5123.970000 sec): 3 clusters
  Score: Raw -8914995.627363 + Penalty 3700.402279 = -8911295.225084
  nChanged 5314
		SP:Iteration 7F (5124.200000 sec): 3 clusters
  Score: Raw -8918272.820434 + Penalty 3700.402279 = -8914572.418154
  nChanged 4815
		SP:Iteration 8F (5124.430000 sec): 3 clusters
  Score: Raw -8921472.012402 + Penalty 3700.402279 = -8917771.610123
  nChanged 4471
		SP:Iteration 9F (5124.650000 sec): 3 clusters
  Score: Raw -8924677.794871 + Penalty 3700.402279 = -8920977.392592
  nChanged 4079
		SP:Iteration 10Q (5124.880000 sec): 3 clusters
  Score: Raw -8927762.013714 + Penalty 3700.402279 = -8924061.611434
  nChanged 3544
		SP:Iteration 11Q (5125.100000 sec): 3 clusters
  Score: Raw -8930600.048775 + Penalty 3700.402279 = -8926899.646495
  nChanged 2713
		SP:Iteration 12Q (5125.310000 sec): 3 clusters
  Score: Raw -8932948.088908 + Penalty 3700.402279 = -8929247.686628
  nChanged 1767
		SP:Iteration 13Q (5125.520000 sec): 3 clusters
  Score: Raw -8934540.425890 + Penalty 3700.402279 = -8930840.023611
  nChanged 1031
		SP:Iteration 14Q (5125.710000 sec): 3 clusters
  Score: Raw -8935521.799825 + Penalty 3700.402279 = -8931821.397545
  nChanged 619
		SP:Iteration 15Q (5125.890000 sec): 3 clusters
  Score: Raw -8936002.636024 + Penalty 3700.402279 = -8932302.233745
  nChanged 404
		SP:Iteration 16Q (5126.060000 sec): 3 clusters
  Score: Raw -8936221.072736 + Penalty 3700.402279 = -8932520.670456
  nChanged 301
		SP:Iteration 17Q (5126.230000 sec): 3 clusters
  Score: Raw -8936352.468977 + Penalty 3700.402279 = -8932652.066698
  nChanged 223
		SP:Iteration 18Q (5126.400000 sec): 3 clusters
  Score: Raw -8936434.695235 + Penalty 3700.402279 = -8932734.292956
  nChanged 150
		SP:Iteration 19Q (5126.570000 sec): 3 clusters
  Score: Raw -8936481.581078 + Penalty 3700.402279 = -8932781.178799
  nChanged 98
		SP:Iteration 20F (5126.790000 sec): 3 clusters
  Score: Raw -8936509.666550 + Penalty 3700.402279 = -8932809.264271
  nChanged 85
		SP:Iteration 21Q (5126.960000 sec): 3 clusters
  Score: Raw -8936532.709559 + Penalty 3700.402279 = -8932832.307279
  nChanged 68
		SP:Iteration 22Q (5127.120000 sec): 3 clusters
  Score: Raw -8936548.817355 + Penalty 3700.402279 = -8932848.415076
  nChanged 58
		SP:Iteration 23Q (5127.280000 sec): 3 clusters
  Score: Raw -8936562.942985 + Penalty 3700.402279 = -8932862.540705
  nChanged 47
		SP:Iteration 24Q (5127.450000 sec): 3 clusters
  Score: Raw -8936573.210556 + Penalty 3700.402279 = -8932872.808277
  nChanged 42
		SP:Iteration 25Q (5127.610000 sec): 3 clusters
  Score: Raw -8936581.402174 + Penalty 3700.402279 = -8932880.999895
  nChanged 35
		SP:Iteration 26Q (5127.770000 sec): 3 clusters
  Score: Raw -8936587.409967 + Penalty 3700.402279 = -8932887.007687
  nChanged 22
		SP:Iteration 27Q (5127.950000 sec): 3 clusters
  Score: Raw -8936592.475565 + Penalty 3700.402279 = -8932892.073286
  nChanged 17
		SP:Iteration 28Q (5128.110000 sec): 3 clusters
  Score: Raw -8936596.121925 + Penalty 3700.402279 = -8932895.719646
  nChanged 20
		SP:Iteration 29Q (5128.270000 sec): 3 clusters
  Score: Raw -8936598.635471 + Penalty 3700.402279 = -8932898.233192
  nChanged 11
		SP:Iteration 30Q (5128.440000 sec): 3 clusters
  Score: Raw -8936600.208552 + Penalty 3700.402279 = -8932899.806273
  nChanged 12
		SP:Iteration 31Q (5128.600000 sec): 3 clusters
  Score: Raw -8936602.487249 + Penalty 3700.402279 = -8932902.084970
  nChanged 11
		SP:Iteration 32Q (5128.760000 sec): 3 clusters
  Score: Raw -8936603.938083 + Penalty 3700.402279 = -8932903.535804
  nChanged 10
		SP:Iteration 33Q (5128.920000 sec): 3 clusters
  Score: Raw -8936605.090121 + Penalty 3700.402279 = -8932904.687842
  nChanged 8
		SP:Iteration 34Q (5129.080000 sec): 3 clusters
  Score: Raw -8936605.972089 + Penalty 3700.402279 = -8932905.569810
  nChanged 4
		SP:Iteration 35Q (5129.240000 sec): 3 clusters
  Score: Raw -8936606.304999 + Penalty 3700.402279 = -8932905.902719
  nChanged 3
		SP:Iteration 36Q (5129.400000 sec): 3 clusters
  Score: Raw -8936606.752670 + Penalty 3700.402279 = -8932906.350391
  nChanged 7
		SP:Iteration 37Q (5129.560000 sec): 3 clusters
  Score: Raw -8936607.650839 + Penalty 3700.402279 = -8932907.248560
  nChanged 4
		SP:Iteration 38Q (5129.730000 sec): 3 clusters
  Score: Raw -8936608.145033 + Penalty 3700.402279 = -8932907.742753
  nChanged 1
		SP:Iteration 39Q (5129.890000 sec): 3 clusters
  Score: Raw -8936608.230028 + Penalty 3700.402279 = -8932907.827749
  nChanged 0
		SP:Iteration 40F (5130.120000 sec): 3 clusters
  Score: Raw -8936608.230028 + Penalty 3700.402279 = -8932907.827749
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (4570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5130.180000 sec): 2 clusters
  Score: Raw -422705.925019 + Penalty 1369.431129 = -421336.493890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5130.200000 sec): 3 clusters
  Score: Raw -420344.537152 + Penalty 2738.862257 = -417605.674895
  nChanged 1867
		SP:Iteration 1F (5130.210000 sec): 3 clusters
  Score: Raw -421449.533516 + Penalty 2738.862257 = -418710.671259
  nChanged 332
		SP:Iteration 2F (5130.220000 sec): 3 clusters
  Score: Raw -421660.922292 + Penalty 2738.862257 = -418922.060034
  nChanged 283
		SP:Iteration 3F (5130.230000 sec): 3 clusters
  Score: Raw -421878.983047 + Penalty 2738.862257 = -419140.120790
  nChanged 300
		SP:Iteration 4F (5130.240000 sec): 3 clusters
  Score: Raw -422216.237655 + Penalty 2738.862257 = -419477.375398
  nChanged 377
		SP:Iteration 5F (5130.260000 sec): 3 clusters
  Score: Raw -422827.963480 + Penalty 2738.862257 = -420089.101223
  nChanged 407
		SP:Iteration 6F (5130.270000 sec): 3 clusters
  Score: Raw -423712.251538 + Penalty 2738.862257 = -420973.389280
  nChanged 357
		SP:Iteration 7F (5130.280000 sec): 3 clusters
  Score: Raw -424361.126095 + Penalty 2738.862257 = -421622.263838
  nChanged 230
		SP:Iteration 8F (5130.290000 sec): 3 clusters
  Score: Raw -424640.276791 + Penalty 2738.862257 = -421901.414534
  nChanged 133
		SP:Iteration 9Q (5130.300000 sec): 3 clusters
  Score: Raw -424791.383710 + Penalty 2738.862257 = -422052.521453
  nChanged 91
		SP:Iteration 10Q (5130.310000 sec): 3 clusters
  Score: Raw -424877.810120 + Penalty 2738.862257 = -422138.947863
  nChanged 66
		SP:Iteration 11Q (5130.320000 sec): 3 clusters
  Score: Raw -424941.025410 + Penalty 2738.862257 = -422202.163153
  nChanged 56
		SP:Iteration 12Q (5130.330000 sec): 3 clusters
  Score: Raw -424986.959978 + Penalty 2738.862257 = -422248.097721
  nChanged 47
		SP:Iteration 13Q (5130.340000 sec): 3 clusters
  Score: Raw -425025.511053 + Penalty 2738.862257 = -422286.648795
  nChanged 49
		SP:Iteration 14Q (5130.350000 sec): 3 clusters
  Score: Raw -425061.861194 + Penalty 2738.862257 = -422322.998937
  nChanged 35
		SP:Iteration 15Q (5130.360000 sec): 3 clusters
  Score: Raw -425099.889445 + Penalty 2738.862257 = -422361.027187
  nChanged 44
		SP:Iteration 16Q (5130.360000 sec): 3 clusters
  Score: Raw -425141.513799 + Penalty 2738.862257 = -422402.651541
  nChanged 35
		SP:Iteration 17Q (5130.370000 sec): 3 clusters
  Score: Raw -425163.303750 + Penalty 2738.862257 = -422424.441492
  nChanged 25
		SP:Iteration 18Q (5130.380000 sec): 3 clusters
  Score: Raw -425176.542620 + Penalty 2738.862257 = -422437.680363
  nChanged 15
		SP:Iteration 19Q (5130.390000 sec): 3 clusters
  Score: Raw -425184.999167 + Penalty 2738.862257 = -422446.136909
  nChanged 17
		SP:Iteration 20F (5130.400000 sec): 3 clusters
  Score: Raw -425195.553431 + Penalty 2738.862257 = -422456.691174
  nChanged 11
		SP:Iteration 21Q (5130.410000 sec): 3 clusters
  Score: Raw -425204.924253 + Penalty 2738.862257 = -422466.061996
  nChanged 15
		SP:Iteration 22Q (5130.420000 sec): 3 clusters
  Score: Raw -425215.151668 + Penalty 2738.862257 = -422476.289411
  nChanged 23
		SP:Iteration 23Q (5130.430000 sec): 3 clusters
  Score: Raw -425231.005546 + Penalty 2738.862257 = -422492.143288
  nChanged 21
		SP:Iteration 24Q (5130.440000 sec): 3 clusters
  Score: Raw -425244.988714 + Penalty 2738.862257 = -422506.126457
  nChanged 16
		SP:Iteration 25Q (5130.450000 sec): 3 clusters
  Score: Raw -425256.504691 + Penalty 2738.862257 = -422517.642434
  nChanged 12
		SP:Iteration 26Q (5130.460000 sec): 3 clusters
  Score: Raw -425264.251149 + Penalty 2738.862257 = -422525.388892
  nChanged 6
		SP:Iteration 27Q (5130.460000 sec): 3 clusters
  Score: Raw -425266.985776 + Penalty 2738.862257 = -422528.123519
  nChanged 9
		SP:Iteration 28Q (5130.480000 sec): 3 clusters
  Score: Raw -425271.730407 + Penalty 2738.862257 = -422532.868150
  nChanged 9
		SP:Iteration 29Q (5130.480000 sec): 3 clusters
  Score: Raw -425278.263598 + Penalty 2738.862257 = -422539.401341
  nChanged 13
		SP:Iteration 30Q (5130.490000 sec): 3 clusters
  Score: Raw -425286.455797 + Penalty 2738.862257 = -422547.593539
  nChanged 12
		SP:Iteration 31Q (5130.500000 sec): 3 clusters
  Score: Raw -425294.553126 + Penalty 2738.862257 = -422555.690869
  nChanged 10
		SP:Iteration 32Q (5130.510000 sec): 3 clusters
  Score: Raw -425298.207191 + Penalty 2738.862257 = -422559.344934
  nChanged 7
		SP:Iteration 33Q (5130.520000 sec): 3 clusters
  Score: Raw -425299.804704 + Penalty 2738.862257 = -422560.942447
  nChanged 4
		SP:Iteration 34Q (5130.530000 sec): 3 clusters
  Score: Raw -425300.674501 + Penalty 2738.862257 = -422561.812244
  nChanged 0
		SP:Iteration 35F (5130.540000 sec): 3 clusters
  Score: Raw -425300.674501 + Penalty 2738.862257 = -422561.812244
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (5426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5130.560000 sec): 2 clusters
  Score: Raw -500008.657295 + Penalty 1397.330593 = -498611.326703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5130.570000 sec): 3 clusters
  Score: Raw -497199.215854 + Penalty 2794.661185 = -494404.554669
  nChanged 2245
		SP:Iteration 1F (5130.590000 sec): 3 clusters
  Score: Raw -498937.187427 + Penalty 2794.661185 = -496142.526241
  nChanged 559
		SP:Iteration 2F (5130.600000 sec): 3 clusters
  Score: Raw -499562.380333 + Penalty 2794.661185 = -496767.719147
  nChanged 467
		SP:Iteration 3F (5130.620000 sec): 3 clusters
  Score: Raw -500080.110864 + Penalty 2794.661185 = -497285.449679
  nChanged 356
		SP:Iteration 4F (5130.630000 sec): 3 clusters
  Score: Raw -500414.659501 + Penalty 2794.661185 = -497619.998316
  nChanged 265
		SP:Iteration 5Q (5130.640000 sec): 3 clusters
  Score: Raw -500621.312123 + Penalty 2794.661185 = -497826.650938
  nChanged 163
		SP:Iteration 6Q (5130.650000 sec): 3 clusters
  Score: Raw -500734.736877 + Penalty 2794.661185 = -497940.075691
  nChanged 126
		SP:Iteration 7Q (5130.660000 sec): 3 clusters
  Score: Raw -500812.735257 + Penalty 2794.661185 = -498018.074072
  nChanged 109
		SP:Iteration 8Q (5130.680000 sec): 3 clusters
  Score: Raw -500880.933761 + Penalty 2794.661185 = -498086.272576
  nChanged 89
		SP:Iteration 9Q (5130.690000 sec): 3 clusters
  Score: Raw -500929.665832 + Penalty 2794.661185 = -498135.004646
  nChanged 68
		SP:Iteration 10Q (5130.700000 sec): 3 clusters
  Score: Raw -500961.054734 + Penalty 2794.661185 = -498166.393549
  nChanged 49
		SP:Iteration 11Q (5130.720000 sec): 3 clusters
  Score: Raw -500983.325754 + Penalty 2794.661185 = -498188.664568
  nChanged 46
		SP:Iteration 12Q (5130.730000 sec): 3 clusters
  Score: Raw -501008.214120 + Penalty 2794.661185 = -498213.552935
  nChanged 57
		SP:Iteration 13Q (5130.740000 sec): 3 clusters
  Score: Raw -501046.074760 + Penalty 2794.661185 = -498251.413574
  nChanged 60
		SP:Iteration 14Q (5130.750000 sec): 3 clusters
  Score: Raw -501082.487445 + Penalty 2794.661185 = -498287.826260
  nChanged 71
		SP:Iteration 15Q (5130.760000 sec): 3 clusters
  Score: Raw -501125.081996 + Penalty 2794.661185 = -498330.420811
  nChanged 78
		SP:Iteration 16Q (5130.780000 sec): 3 clusters
  Score: Raw -501179.012599 + Penalty 2794.661185 = -498384.351414
  nChanged 84
		SP:Iteration 17Q (5130.790000 sec): 3 clusters
  Score: Raw -501230.214275 + Penalty 2794.661185 = -498435.553090
  nChanged 85
		SP:Iteration 18Q (5130.800000 sec): 3 clusters
  Score: Raw -501274.950577 + Penalty 2794.661185 = -498480.289391
  nChanged 68
		SP:Iteration 19Q (5130.810000 sec): 3 clusters
  Score: Raw -501309.308804 + Penalty 2794.661185 = -498514.647619
  nChanged 62
		SP:Iteration 20F (5130.820000 sec): 3 clusters
  Score: Raw -501336.631092 + Penalty 2794.661185 = -498541.969907
  nChanged 58
		SP:Iteration 21Q (5130.840000 sec): 3 clusters
  Score: Raw -501369.198370 + Penalty 2794.661185 = -498574.537185
  nChanged 60
		SP:Iteration 22Q (5130.850000 sec): 3 clusters
  Score: Raw -501410.649426 + Penalty 2794.661185 = -498615.988241
  nChanged 57
		SP:Iteration 23Q (5130.860000 sec): 3 clusters
  Score: Raw -501451.630645 + Penalty 2794.661185 = -498656.969460
  nChanged 46
		SP:Iteration 24Q (5130.870000 sec): 3 clusters
  Score: Raw -501482.578209 + Penalty 2794.661185 = -498687.917024
  nChanged 44
		SP:Iteration 25Q (5130.880000 sec): 3 clusters
  Score: Raw -501505.401299 + Penalty 2794.661185 = -498710.740113
  nChanged 39
		SP:Iteration 26Q (5130.890000 sec): 3 clusters
  Score: Raw -501523.658240 + Penalty 2794.661185 = -498728.997054
  nChanged 34
		SP:Iteration 27Q (5130.900000 sec): 3 clusters
  Score: Raw -501535.211812 + Penalty 2794.661185 = -498740.550627
  nChanged 31
		SP:Iteration 28Q (5130.920000 sec): 3 clusters
  Score: Raw -501546.119239 + Penalty 2794.661185 = -498751.458054
  nChanged 26
		SP:Iteration 29Q (5130.930000 sec): 3 clusters
  Score: Raw -501560.474311 + Penalty 2794.661185 = -498765.813126
  nChanged 35
		SP:Iteration 30Q (5130.940000 sec): 3 clusters
  Score: Raw -501578.039442 + Penalty 2794.661185 = -498783.378256
  nChanged 34
		SP:Iteration 31Q (5130.950000 sec): 3 clusters
  Score: Raw -501597.180470 + Penalty 2794.661185 = -498802.519284
  nChanged 43
		SP:Iteration 32Q (5130.960000 sec): 3 clusters
  Score: Raw -501620.339717 + Penalty 2794.661185 = -498825.678532
  nChanged 45
		SP:Iteration 33Q (5130.980000 sec): 3 clusters
  Score: Raw -501642.460369 + Penalty 2794.661185 = -498847.799184
  nChanged 47
		SP:Iteration 34Q (5130.980000 sec): 3 clusters
  Score: Raw -501661.604419 + Penalty 2794.661185 = -498866.943233
  nChanged 41
		SP:Iteration 35Q (5131.000000 sec): 3 clusters
  Score: Raw -501678.773947 + Penalty 2794.661185 = -498884.112762
  nChanged 42
		SP:Iteration 36Q (5131.010000 sec): 3 clusters
  Score: Raw -501696.280858 + Penalty 2794.661185 = -498901.619673
  nChanged 41
		SP:Iteration 37Q (5131.020000 sec): 3 clusters
  Score: Raw -501712.932953 + Penalty 2794.661185 = -498918.271768
  nChanged 30
		SP:Iteration 38Q (5131.030000 sec): 3 clusters
  Score: Raw -501724.374141 + Penalty 2794.661185 = -498929.712956
  nChanged 26
		SP:Iteration 39Q (5131.040000 sec): 3 clusters
  Score: Raw -501732.619217 + Penalty 2794.661185 = -498937.958032
  nChanged 21
		SP:Iteration 40F (5131.060000 sec): 3 clusters
  Score: Raw -501738.643892 + Penalty 2794.661185 = -498943.982707
  nChanged 16
		SP:Iteration 41Q (5131.070000 sec): 3 clusters
  Score: Raw -501742.785527 + Penalty 2794.661185 = -498948.124342
  nChanged 10
		SP:Iteration 42Q (5131.080000 sec): 3 clusters
  Score: Raw -501744.985827 + Penalty 2794.661185 = -498950.324642
  nChanged 9
		SP:Iteration 43Q (5131.090000 sec): 3 clusters
  Score: Raw -501746.652834 + Penalty 2794.661185 = -498951.991648
  nChanged 10
		SP:Iteration 44Q (5131.100000 sec): 3 clusters
  Score: Raw -501749.865667 + Penalty 2794.661185 = -498955.204482
  nChanged 5
		SP:Iteration 45Q (5131.120000 sec): 3 clusters
  Score: Raw -501750.890665 + Penalty 2794.661185 = -498956.229480
  nChanged 4
		SP:Iteration 46Q (5131.130000 sec): 3 clusters
  Score: Raw -501751.371202 + Penalty 2794.661185 = -498956.710016
  nChanged 0
		SP:Iteration 47F (5131.140000 sec): 3 clusters
  Score: Raw -501751.371202 + Penalty 2794.661185 = -498956.710016
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (21075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5131.210000 sec): 2 clusters
  Score: Raw -2132418.626578 + Penalty 1617.824452 = -2130800.802126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5131.260000 sec): 3 clusters
  Score: Raw -2119719.695481 + Penalty 3235.648904 = -2116484.046577
  nChanged 9539
		SP:Iteration 1F (5131.320000 sec): 3 clusters
  Score: Raw -2125078.598836 + Penalty 3235.648904 = -2121842.949932
  nChanged 1086
		SP:Iteration 2F (5131.370000 sec): 3 clusters
  Score: Raw -2125534.920668 + Penalty 3235.648904 = -2122299.271764
  nChanged 1017
		SP:Iteration 3Q (5131.420000 sec): 3 clusters
  Score: Raw -2125984.148850 + Penalty 3235.648904 = -2122748.499945
  nChanged 983
		SP:Iteration 4Q (5131.480000 sec): 3 clusters
  Score: Raw -2126433.096855 + Penalty 3235.648904 = -2123197.447951
  nChanged 981
		SP:Iteration 5Q (5131.540000 sec): 3 clusters
  Score: Raw -2126915.157662 + Penalty 3235.648904 = -2123679.508757
  nChanged 1072
		SP:Iteration 6F (5131.590000 sec): 3 clusters
  Score: Raw -2127506.903865 + Penalty 3235.648904 = -2124271.254960
  nChanged 1208
		SP:Iteration 7F (5131.640000 sec): 3 clusters
  Score: Raw -2128303.285643 + Penalty 3235.648904 = -2125067.636738
  nChanged 1357
		SP:Iteration 8F (5131.700000 sec): 3 clusters
  Score: Raw -2129295.874193 + Penalty 3235.648904 = -2126060.225289
  nChanged 1316
		SP:Iteration 9F (5131.750000 sec): 3 clusters
  Score: Raw -2130325.369566 + Penalty 3235.648904 = -2127089.720661
  nChanged 1083
		SP:Iteration 10F (5131.810000 sec): 3 clusters
  Score: Raw -2131197.483817 + Penalty 3235.648904 = -2127961.834912
  nChanged 712
		SP:Iteration 11Q (5131.860000 sec): 3 clusters
  Score: Raw -2131770.626620 + Penalty 3235.648904 = -2128534.977715
  nChanged 428
		SP:Iteration 12Q (5131.900000 sec): 3 clusters
  Score: Raw -2132152.170244 + Penalty 3235.648904 = -2128916.521339
  nChanged 206
		SP:Iteration 13Q (5131.950000 sec): 3 clusters
  Score: Raw -2132347.258290 + Penalty 3235.648904 = -2129111.609385
  nChanged 119
		SP:Iteration 14Q (5131.990000 sec): 3 clusters
  Score: Raw -2132458.966932 + Penalty 3235.648904 = -2129223.318028
  nChanged 51
		SP:Iteration 15Q (5132.030000 sec): 3 clusters
  Score: Raw -2132506.814911 + Penalty 3235.648904 = -2129271.166006
  nChanged 34
		SP:Iteration 16Q (5132.070000 sec): 3 clusters
  Score: Raw -2132541.669734 + Penalty 3235.648904 = -2129306.020830
  nChanged 25
		SP:Iteration 17Q (5132.110000 sec): 3 clusters
  Score: Raw -2132570.829551 + Penalty 3235.648904 = -2129335.180646
  nChanged 11
		SP:Iteration 18Q (5132.150000 sec): 3 clusters
  Score: Raw -2132588.535047 + Penalty 3235.648904 = -2129352.886142
  nChanged 13
		SP:Iteration 19Q (5132.190000 sec): 3 clusters
  Score: Raw -2132602.928154 + Penalty 3235.648904 = -2129367.279249
  nChanged 10
		SP:Iteration 20F (5132.240000 sec): 3 clusters
  Score: Raw -2132615.174435 + Penalty 3235.648904 = -2129379.525531
  nChanged 8
		SP:Iteration 21Q (5132.280000 sec): 3 clusters
  Score: Raw -2132625.151016 + Penalty 3235.648904 = -2129389.502111
  nChanged 9
		SP:Iteration 22Q (5132.320000 sec): 3 clusters
  Score: Raw -2132636.139591 + Penalty 3235.648904 = -2129400.490686
  nChanged 5
		SP:Iteration 23Q (5132.360000 sec): 3 clusters
  Score: Raw -2132642.245079 + Penalty 3235.648904 = -2129406.596174
  nChanged 6
		SP:Iteration 24Q (5132.400000 sec): 3 clusters
  Score: Raw -2132650.563366 + Penalty 3235.648904 = -2129414.914461
  nChanged 3
		SP:Iteration 25Q (5132.440000 sec): 3 clusters
  Score: Raw -2132653.865768 + Penalty 3235.648904 = -2129418.216864
  nChanged 2
		SP:Iteration 26Q (5132.480000 sec): 3 clusters
  Score: Raw -2132656.924709 + Penalty 3235.648904 = -2129421.275805
  nChanged 3
		SP:Iteration 27Q (5132.520000 sec): 3 clusters
  Score: Raw -2132664.506192 + Penalty 3235.648904 = -2129428.857287
  nChanged 6
		SP:Iteration 28Q (5132.550000 sec): 3 clusters
  Score: Raw -2132670.695204 + Penalty 3235.648904 = -2129435.046300
  nChanged 2
		SP:Iteration 29Q (5132.590000 sec): 3 clusters
  Score: Raw -2132671.921892 + Penalty 3235.648904 = -2129436.272988
  nChanged 0
		SP:Iteration 30F (5132.640000 sec): 3 clusters
  Score: Raw -2132671.921892 + Penalty 3235.648904 = -2129436.272988
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5132.680000 sec): 2 clusters
  Score: Raw -893674.974876 + Penalty 1476.717863 = -892198.257013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5132.700000 sec): 3 clusters
  Score: Raw -888716.226028 + Penalty 2953.435726 = -885762.790302
  nChanged 3736
		SP:Iteration 1F (5132.720000 sec): 3 clusters
  Score: Raw -890705.636655 + Penalty 2953.435726 = -887752.200929
  nChanged 566
		SP:Iteration 2F (5132.740000 sec): 3 clusters
  Score: Raw -890983.320217 + Penalty 2953.435726 = -888029.884491
  nChanged 463
		SP:Iteration 3F (5132.760000 sec): 3 clusters
  Score: Raw -891187.806608 + Penalty 2953.435726 = -888234.370882
  nChanged 394
		SP:Iteration 4Q (5132.780000 sec): 3 clusters
  Score: Raw -891382.549663 + Penalty 2953.435726 = -888429.113937
  nChanged 373
		SP:Iteration 5Q (5132.810000 sec): 3 clusters
  Score: Raw -891592.370732 + Penalty 2953.435726 = -888638.935006
  nChanged 401
		SP:Iteration 6Q (5132.830000 sec): 3 clusters
  Score: Raw -891835.502142 + Penalty 2953.435726 = -888882.066416
  nChanged 404
		SP:Iteration 7Q (5132.850000 sec): 3 clusters
  Score: Raw -892094.400787 + Penalty 2953.435726 = -889140.965061
  nChanged 428
		SP:Iteration 8Q (5132.870000 sec): 3 clusters
  Score: Raw -892348.654576 + Penalty 2953.435726 = -889395.218850
  nChanged 376
		SP:Iteration 9Q (5132.900000 sec): 3 clusters
  Score: Raw -892560.680977 + Penalty 2953.435726 = -889607.245251
  nChanged 353
		SP:Iteration 10Q (5132.920000 sec): 3 clusters
  Score: Raw -892768.728767 + Penalty 2953.435726 = -889815.293041
  nChanged 339
		SP:Iteration 11Q (5132.940000 sec): 3 clusters
  Score: Raw -892970.709955 + Penalty 2953.435726 = -890017.274229
  nChanged 351
		SP:Iteration 12Q (5132.960000 sec): 3 clusters
  Score: Raw -893205.316547 + Penalty 2953.435726 = -890251.880821
  nChanged 343
		SP:Iteration 13Q (5132.980000 sec): 3 clusters
  Score: Raw -893480.238947 + Penalty 2953.435726 = -890526.803220
  nChanged 327
		SP:Iteration 14Q (5133.000000 sec): 3 clusters
  Score: Raw -893781.588898 + Penalty 2953.435726 = -890828.153172
  nChanged 258
		SP:Iteration 15Q (5133.020000 sec): 3 clusters
  Score: Raw -894011.420877 + Penalty 2953.435726 = -891057.985151
  nChanged 204
		SP:Iteration 16Q (5133.040000 sec): 3 clusters
  Score: Raw -894187.915042 + Penalty 2953.435726 = -891234.479316
  nChanged 139
		SP:Iteration 17Q (5133.060000 sec): 3 clusters
  Score: Raw -894286.781414 + Penalty 2953.435726 = -891333.345688
  nChanged 80
		SP:Iteration 18Q (5133.080000 sec): 3 clusters
  Score: Raw -894329.493151 + Penalty 2953.435726 = -891376.057425
  nChanged 48
		SP:Iteration 19Q (5133.100000 sec): 3 clusters
  Score: Raw -894351.203045 + Penalty 2953.435726 = -891397.767319
  nChanged 35
		SP:Iteration 20F (5133.120000 sec): 3 clusters
  Score: Raw -894364.467962 + Penalty 2953.435726 = -891411.032235
  nChanged 26
		SP:Iteration 21Q (5133.140000 sec): 3 clusters
  Score: Raw -894374.518994 + Penalty 2953.435726 = -891421.083268
  nChanged 15
		SP:Iteration 22Q (5133.150000 sec): 3 clusters
  Score: Raw -894379.698289 + Penalty 2953.435726 = -891426.262563
  nChanged 11
		SP:Iteration 23Q (5133.170000 sec): 3 clusters
  Score: Raw -894382.736669 + Penalty 2953.435726 = -891429.300943
  nChanged 9
		SP:Iteration 24Q (5133.190000 sec): 3 clusters
  Score: Raw -894385.286265 + Penalty 2953.435726 = -891431.850539
  nChanged 10
		SP:Iteration 25Q (5133.200000 sec): 3 clusters
  Score: Raw -894387.907842 + Penalty 2953.435726 = -891434.472115
  nChanged 7
		SP:Iteration 26Q (5133.220000 sec): 3 clusters
  Score: Raw -894389.538169 + Penalty 2953.435726 = -891436.102443
  nChanged 5
		SP:Iteration 27Q (5133.240000 sec): 3 clusters
  Score: Raw -894390.775642 + Penalty 2953.435726 = -891437.339916
  nChanged 5
		SP:Iteration 28Q (5133.260000 sec): 3 clusters
  Score: Raw -894391.796129 + Penalty 2953.435726 = -891438.360403
  nChanged 2
		SP:Iteration 29Q (5133.280000 sec): 3 clusters
  Score: Raw -894392.076920 + Penalty 2953.435726 = -891438.641194
  nChanged 3
		SP:Iteration 30Q (5133.290000 sec): 3 clusters
  Score: Raw -894392.579874 + Penalty 2953.435726 = -891439.144148
  nChanged 1
		SP:Iteration 31Q (5133.310000 sec): 3 clusters
  Score: Raw -894392.713983 + Penalty 2953.435726 = -891439.278256
  nChanged 0
		SP:Iteration 32F (5133.330000 sec): 3 clusters
  Score: Raw -894392.713983 + Penalty 2953.435726 = -891439.278256
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5133.340000 sec): 2 clusters
  Score: Raw -34805.991119 + Penalty 976.830916 = -33829.160203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5133.340000 sec): 3 clusters
  Score: Raw -34898.597572 + Penalty 1953.661832 = -32944.935740
  nChanged 100
		SP:Iteration 1F (5133.340000 sec): 3 clusters
  Score: Raw -35190.521790 + Penalty 1953.661832 = -33236.859959
  nChanged 50
		SP:Iteration 2F (5133.340000 sec): 3 clusters
  Score: Raw -35417.015393 + Penalty 1953.661832 = -33463.353562
  nChanged 47
		SP:Iteration 3F (5133.340000 sec): 3 clusters
  Score: Raw -35719.001211 + Penalty 1953.661832 = -33765.339380
  nChanged 41
		SP:Iteration 4F (5133.340000 sec): 3 clusters
  Score: Raw -35964.604252 + Penalty 1953.661832 = -34010.942420
  nChanged 28
		SP:Iteration 5F (5133.340000 sec): 3 clusters
  Score: Raw -36329.878005 + Penalty 1953.661832 = -34376.216174
  nChanged 12
		SP:Iteration 6Q (5133.350000 sec): 3 clusters
  Score: Raw -36435.461670 + Penalty 1953.661832 = -34481.799838
  nChanged 7
		SP:Iteration 7Q (5133.350000 sec): 3 clusters
  Score: Raw -36484.704352 + Penalty 1953.661832 = -34531.042521
  nChanged 3
		SP:Iteration 8Q (5133.350000 sec): 3 clusters
  Score: Raw -36523.098286 + Penalty 1953.661832 = -34569.436455
  nChanged 1
		SP:Iteration 9Q (5133.350000 sec): 3 clusters
  Score: Raw -36528.716071 + Penalty 1953.661832 = -34575.054239
  nChanged 1
		SP:Iteration 10Q (5133.350000 sec): 3 clusters
  Score: Raw -36532.950691 + Penalty 1953.661832 = -34579.288859
  nChanged 1
		SP:Iteration 11Q (5133.350000 sec): 3 clusters
  Score: Raw -36535.125981 + Penalty 1953.661832 = -34581.464149
  nChanged 0
		SP:Iteration 12F (5133.350000 sec): 3 clusters
  Score: Raw -36535.125981 + Penalty 1953.661832 = -34581.464149
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5133.390000 sec): 2 clusters
  Score: Raw -1032010.137672 + Penalty 1500.645292 = -1030509.492380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5133.410000 sec): 3 clusters
  Score: Raw -1026174.053245 + Penalty 3001.290584 = -1023172.762661
  nChanged 4459
		SP:Iteration 1F (5133.440000 sec): 3 clusters
  Score: Raw -1028614.873660 + Penalty 3001.290584 = -1025613.583076
  nChanged 579
		SP:Iteration 2F (5133.460000 sec): 3 clusters
  Score: Raw -1028859.853447 + Penalty 3001.290584 = -1025858.562863
  nChanged 495
		SP:Iteration 3Q (5133.490000 sec): 3 clusters
  Score: Raw -1029075.629022 + Penalty 3001.290584 = -1026074.338438
  nChanged 413
		SP:Iteration 4Q (5133.520000 sec): 3 clusters
  Score: Raw -1029264.070116 + Penalty 3001.290584 = -1026262.779532
  nChanged 409
		SP:Iteration 5Q (5133.540000 sec): 3 clusters
  Score: Raw -1029465.872378 + Penalty 3001.290584 = -1026464.581794
  nChanged 432
		SP:Iteration 6Q (5133.570000 sec): 3 clusters
  Score: Raw -1029715.235989 + Penalty 3001.290584 = -1026713.945405
  nChanged 435
		SP:Iteration 7Q (5133.590000 sec): 3 clusters
  Score: Raw -1029978.321740 + Penalty 3001.290584 = -1026977.031156
  nChanged 439
		SP:Iteration 8Q (5133.620000 sec): 3 clusters
  Score: Raw -1030239.611091 + Penalty 3001.290584 = -1027238.320506
  nChanged 400
		SP:Iteration 9Q (5133.640000 sec): 3 clusters
  Score: Raw -1030480.879137 + Penalty 3001.290584 = -1027479.588552
  nChanged 388
		SP:Iteration 10Q (5133.670000 sec): 3 clusters
  Score: Raw -1030732.651785 + Penalty 3001.290584 = -1027731.361201
  nChanged 374
		SP:Iteration 11Q (5133.690000 sec): 3 clusters
  Score: Raw -1030982.378721 + Penalty 3001.290584 = -1027981.088136
  nChanged 340
		SP:Iteration 12Q (5133.720000 sec): 3 clusters
  Score: Raw -1031200.828908 + Penalty 3001.290584 = -1028199.538324
  nChanged 286
		SP:Iteration 13Q (5133.740000 sec): 3 clusters
  Score: Raw -1031394.868524 + Penalty 3001.290584 = -1028393.577940
  nChanged 238
		SP:Iteration 14Q (5133.760000 sec): 3 clusters
  Score: Raw -1031575.646190 + Penalty 3001.290584 = -1028574.355605
  nChanged 208
		SP:Iteration 15Q (5133.780000 sec): 3 clusters
  Score: Raw -1031764.040455 + Penalty 3001.290584 = -1028762.749871
  nChanged 163
		SP:Iteration 16Q (5133.810000 sec): 3 clusters
  Score: Raw -1031938.135839 + Penalty 3001.290584 = -1028936.845255
  nChanged 145
		SP:Iteration 17Q (5133.830000 sec): 3 clusters
  Score: Raw -1032082.045070 + Penalty 3001.290584 = -1029080.754486
  nChanged 114
		SP:Iteration 18Q (5133.850000 sec): 3 clusters
  Score: Raw -1032176.185767 + Penalty 3001.290584 = -1029174.895183
  nChanged 102
		SP:Iteration 19Q (5133.870000 sec): 3 clusters
  Score: Raw -1032249.671992 + Penalty 3001.290584 = -1029248.381408
  nChanged 80
		SP:Iteration 20F (5133.900000 sec): 3 clusters
  Score: Raw -1032295.857378 + Penalty 3001.290584 = -1029294.566794
  nChanged 65
		SP:Iteration 21Q (5133.920000 sec): 3 clusters
  Score: Raw -1032326.228660 + Penalty 3001.290584 = -1029324.938076
  nChanged 55
		SP:Iteration 22Q (5133.940000 sec): 3 clusters
  Score: Raw -1032351.666545 + Penalty 3001.290584 = -1029350.375961
  nChanged 43
		SP:Iteration 23Q (5133.960000 sec): 3 clusters
  Score: Raw -1032364.142922 + Penalty 3001.290584 = -1029362.852337
  nChanged 29
		SP:Iteration 24Q (5133.970000 sec): 3 clusters
  Score: Raw -1032375.686346 + Penalty 3001.290584 = -1029374.395762
  nChanged 25
		SP:Iteration 25Q (5133.990000 sec): 3 clusters
  Score: Raw -1032383.784433 + Penalty 3001.290584 = -1029382.493849
  nChanged 24
		SP:Iteration 26Q (5134.010000 sec): 3 clusters
  Score: Raw -1032393.394652 + Penalty 3001.290584 = -1029392.104068
  nChanged 17
		SP:Iteration 27Q (5134.030000 sec): 3 clusters
  Score: Raw -1032400.169822 + Penalty 3001.290584 = -1029398.879238
  nChanged 17
		SP:Iteration 28Q (5134.050000 sec): 3 clusters
  Score: Raw -1032405.367037 + Penalty 3001.290584 = -1029404.076453
  nChanged 13
		SP:Iteration 29Q (5134.070000 sec): 3 clusters
  Score: Raw -1032408.805716 + Penalty 3001.290584 = -1029407.515132
  nChanged 4
		SP:Iteration 30Q (5134.090000 sec): 3 clusters
  Score: Raw -1032409.510581 + Penalty 3001.290584 = -1029408.219997
  nChanged 2
		SP:Iteration 31Q (5134.110000 sec): 3 clusters
  Score: Raw -1032409.719311 + Penalty 3001.290584 = -1029408.428727
  nChanged 0
		SP:Iteration 32F (5134.140000 sec): 3 clusters
  Score: Raw -1032409.719311 + Penalty 3001.290584 = -1029408.428727
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (37641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5134.250000 sec): 2 clusters
  Score: Raw -3705586.724056 + Penalty 1712.075489 = -3703874.648568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5134.350000 sec): 3 clusters
  Score: Raw -3682158.157868 + Penalty 3424.150977 = -3678734.006891
  nChanged 17475
		SP:Iteration 1F (5134.440000 sec): 3 clusters
  Score: Raw -3692377.844999 + Penalty 3424.150977 = -3688953.694022
  nChanged 2009
		SP:Iteration 2F (5134.540000 sec): 3 clusters
  Score: Raw -3693214.718803 + Penalty 3424.150977 = -3689790.567825
  nChanged 1976
		SP:Iteration 3F (5134.640000 sec): 3 clusters
  Score: Raw -3694024.981754 + Penalty 3424.150977 = -3690600.830777
  nChanged 1829
		SP:Iteration 4Q (5134.740000 sec): 3 clusters
  Score: Raw -3694846.408931 + Penalty 3424.150977 = -3691422.257953
  nChanged 1905
		SP:Iteration 5F (5134.840000 sec): 3 clusters
  Score: Raw -3695811.976421 + Penalty 3424.150977 = -3692387.825444
  nChanged 1995
		SP:Iteration 6F (5134.940000 sec): 3 clusters
  Score: Raw -3696940.809736 + Penalty 3424.150977 = -3693516.658759
  nChanged 2094
		SP:Iteration 7F (5135.040000 sec): 3 clusters
  Score: Raw -3698111.049080 + Penalty 3424.150977 = -3694686.898103
  nChanged 1988
		SP:Iteration 8F (5135.130000 sec): 3 clusters
  Score: Raw -3699256.231382 + Penalty 3424.150977 = -3695832.080404
  nChanged 1816
		SP:Iteration 9Q (5135.230000 sec): 3 clusters
  Score: Raw -3700216.127599 + Penalty 3424.150977 = -3696791.976621
  nChanged 1546
		SP:Iteration 10Q (5135.330000 sec): 3 clusters
  Score: Raw -3700896.270775 + Penalty 3424.150977 = -3697472.119797
  nChanged 1192
		SP:Iteration 11Q (5135.420000 sec): 3 clusters
  Score: Raw -3701356.143903 + Penalty 3424.150977 = -3697931.992926
  nChanged 901
		SP:Iteration 12Q (5135.520000 sec): 3 clusters
  Score: Raw -3701668.120275 + Penalty 3424.150977 = -3698243.969298
  nChanged 766
		SP:Iteration 13Q (5135.620000 sec): 3 clusters
  Score: Raw -3701908.949785 + Penalty 3424.150977 = -3698484.798808
  nChanged 710
		SP:Iteration 14Q (5135.710000 sec): 3 clusters
  Score: Raw -3702159.931717 + Penalty 3424.150977 = -3698735.780740
  nChanged 665
		SP:Iteration 15Q (5135.810000 sec): 3 clusters
  Score: Raw -3702389.326004 + Penalty 3424.150977 = -3698965.175027
  nChanged 612
		SP:Iteration 16Q (5135.900000 sec): 3 clusters
  Score: Raw -3702601.604939 + Penalty 3424.150977 = -3699177.453962
  nChanged 619
		SP:Iteration 17Q (5136.000000 sec): 3 clusters
  Score: Raw -3702803.373476 + Penalty 3424.150977 = -3699379.222499
  nChanged 601
		SP:Iteration 18Q (5136.090000 sec): 3 clusters
  Score: Raw -3703006.753857 + Penalty 3424.150977 = -3699582.602880
  nChanged 593
		SP:Iteration 19Q (5136.180000 sec): 3 clusters
  Score: Raw -3703207.667460 + Penalty 3424.150977 = -3699783.516483
  nChanged 575
		SP:Iteration 20F (5136.280000 sec): 3 clusters
  Score: Raw -3703406.468765 + Penalty 3424.150977 = -3699982.317788
  nChanged 554
		SP:Iteration 21Q (5136.370000 sec): 3 clusters
  Score: Raw -3703595.879870 + Penalty 3424.150977 = -3700171.728892
  nChanged 531
		SP:Iteration 22Q (5136.460000 sec): 3 clusters
  Score: Raw -3703789.820794 + Penalty 3424.150977 = -3700365.669817
  nChanged 563
		SP:Iteration 23Q (5136.550000 sec): 3 clusters
  Score: Raw -3704018.110397 + Penalty 3424.150977 = -3700593.959420
  nChanged 575
		SP:Iteration 24Q (5136.640000 sec): 3 clusters
  Score: Raw -3704258.385580 + Penalty 3424.150977 = -3700834.234602
  nChanged 554
		SP:Iteration 25Q (5136.720000 sec): 3 clusters
  Score: Raw -3704484.013111 + Penalty 3424.150977 = -3701059.862134
  nChanged 511
		SP:Iteration 26Q (5136.810000 sec): 3 clusters
  Score: Raw -3704689.245444 + Penalty 3424.150977 = -3701265.094467
  nChanged 510
		SP:Iteration 27Q (5136.900000 sec): 3 clusters
  Score: Raw -3704906.897323 + Penalty 3424.150977 = -3701482.746346
  nChanged 487
		SP:Iteration 28Q (5136.980000 sec): 3 clusters
  Score: Raw -3705126.077615 + Penalty 3424.150977 = -3701701.926637
  nChanged 415
		SP:Iteration 29Q (5137.060000 sec): 3 clusters
  Score: Raw -3705304.047646 + Penalty 3424.150977 = -3701879.896669
  nChanged 352
		SP:Iteration 30Q (5137.140000 sec): 3 clusters
  Score: Raw -3705444.892887 + Penalty 3424.150977 = -3702020.741910
  nChanged 318
		SP:Iteration 31Q (5137.230000 sec): 3 clusters
  Score: Raw -3705579.635862 + Penalty 3424.150977 = -3702155.484885
  nChanged 255
		SP:Iteration 32Q (5137.320000 sec): 3 clusters
  Score: Raw -3705681.075981 + Penalty 3424.150977 = -3702256.925004
  nChanged 232
		SP:Iteration 33Q (5137.400000 sec): 3 clusters
  Score: Raw -3705767.930717 + Penalty 3424.150977 = -3702343.779740
  nChanged 193
		SP:Iteration 34Q (5137.480000 sec): 3 clusters
  Score: Raw -3705840.318564 + Penalty 3424.150977 = -3702416.167587
  nChanged 184
		SP:Iteration 35Q (5137.550000 sec): 3 clusters
  Score: Raw -3705915.052934 + Penalty 3424.150977 = -3702490.901957
  nChanged 173
		SP:Iteration 36Q (5137.630000 sec): 3 clusters
  Score: Raw -3705991.770368 + Penalty 3424.150977 = -3702567.619390
  nChanged 139
		SP:Iteration 37Q (5137.710000 sec): 3 clusters
  Score: Raw -3706061.416730 + Penalty 3424.150977 = -3702637.265752
  nChanged 143
		SP:Iteration 38Q (5137.790000 sec): 3 clusters
  Score: Raw -3706138.237688 + Penalty 3424.150977 = -3702714.086711
  nChanged 138
		SP:Iteration 39Q (5137.870000 sec): 3 clusters
  Score: Raw -3706207.855412 + Penalty 3424.150977 = -3702783.704434
  nChanged 121
		SP:Iteration 40F (5137.960000 sec): 3 clusters
  Score: Raw -3706268.623953 + Penalty 3424.150977 = -3702844.472976
  nChanged 108
		SP:Iteration 41Q (5138.040000 sec): 3 clusters
  Score: Raw -3706318.592521 + Penalty 3424.150977 = -3702894.441544
  nChanged 100
		SP:Iteration 42Q (5138.110000 sec): 3 clusters
  Score: Raw -3706366.857659 + Penalty 3424.150977 = -3702942.706681
  nChanged 90
		SP:Iteration 43Q (5138.180000 sec): 3 clusters
  Score: Raw -3706403.233151 + Penalty 3424.150977 = -3702979.082174
  nChanged 72
		SP:Iteration 44Q (5138.260000 sec): 3 clusters
  Score: Raw -3706429.666961 + Penalty 3424.150977 = -3703005.515984
  nChanged 75
		SP:Iteration 45Q (5138.330000 sec): 3 clusters
  Score: Raw -3706458.076180 + Penalty 3424.150977 = -3703033.925202
  nChanged 71
		SP:Iteration 46Q (5138.400000 sec): 3 clusters
  Score: Raw -3706486.951821 + Penalty 3424.150977 = -3703062.800844
  nChanged 63
		SP:Iteration 47Q (5138.470000 sec): 3 clusters
  Score: Raw -3706508.668519 + Penalty 3424.150977 = -3703084.517541
  nChanged 52
		SP:Iteration 48Q (5138.540000 sec): 3 clusters
  Score: Raw -3706530.472296 + Penalty 3424.150977 = -3703106.321319
  nChanged 45
		SP:Iteration 49Q (5138.610000 sec): 3 clusters
  Score: Raw -3706549.121937 + Penalty 3424.150977 = -3703124.970959
  nChanged 46
		SP:Iteration 50Q (5138.680000 sec): 3 clusters
  Score: Raw -3706568.378760 + Penalty 3424.150977 = -3703144.227782
  nChanged 41
		SP:Iteration 51Q (5138.760000 sec): 3 clusters
  Score: Raw -3706586.372558 + Penalty 3424.150977 = -3703162.221581
  nChanged 44
		SP:Iteration 52Q (5138.820000 sec): 3 clusters
  Score: Raw -3706604.552633 + Penalty 3424.150977 = -3703180.401656
  nChanged 35
		SP:Iteration 53Q (5138.900000 sec): 3 clusters
  Score: Raw -3706624.078532 + Penalty 3424.150977 = -3703199.927554
  nChanged 41
		SP:Iteration 54Q (5138.960000 sec): 3 clusters
  Score: Raw -3706643.773368 + Penalty 3424.150977 = -3703219.622391
  nChanged 34
		SP:Iteration 55Q (5139.040000 sec): 3 clusters
  Score: Raw -3706659.048819 + Penalty 3424.150977 = -3703234.897842
  nChanged 32
		SP:Iteration 56Q (5139.100000 sec): 3 clusters
  Score: Raw -3706675.983062 + Penalty 3424.150977 = -3703251.832085
  nChanged 34
		SP:Iteration 57Q (5139.170000 sec): 3 clusters
  Score: Raw -3706692.574196 + Penalty 3424.150977 = -3703268.423218
  nChanged 33
		SP:Iteration 58Q (5139.240000 sec): 3 clusters
  Score: Raw -3706708.889834 + Penalty 3424.150977 = -3703284.738857
  nChanged 37
		SP:Iteration 59Q (5139.310000 sec): 3 clusters
  Score: Raw -3706729.838638 + Penalty 3424.150977 = -3703305.687661
  nChanged 33
		SP:Iteration 60F (5139.410000 sec): 3 clusters
  Score: Raw -3706744.740831 + Penalty 3424.150977 = -3703320.589854
  nChanged 34
		SP:Iteration 61Q (5139.480000 sec): 3 clusters
  Score: Raw -3706756.788482 + Penalty 3424.150977 = -3703332.637505
  nChanged 27
		SP:Iteration 62Q (5139.550000 sec): 3 clusters
  Score: Raw -3706766.871915 + Penalty 3424.150977 = -3703342.720937
  nChanged 25
		SP:Iteration 63Q (5139.620000 sec): 3 clusters
  Score: Raw -3706773.504106 + Penalty 3424.150977 = -3703349.353128
  nChanged 16
		SP:Iteration 64Q (5139.690000 sec): 3 clusters
  Score: Raw -3706776.526954 + Penalty 3424.150977 = -3703352.375977
  nChanged 8
		SP:Iteration 65Q (5139.760000 sec): 3 clusters
  Score: Raw -3706777.919354 + Penalty 3424.150977 = -3703353.768377
  nChanged 2
		SP:Iteration 66Q (5139.830000 sec): 3 clusters
  Score: Raw -3706778.362017 + Penalty 3424.150977 = -3703354.211040
  nChanged 1
		SP:Iteration 67Q (5139.900000 sec): 3 clusters
  Score: Raw -3706778.694163 + Penalty 3424.150977 = -3703354.543186
  nChanged 2
		SP:Iteration 68Q (5139.970000 sec): 3 clusters
  Score: Raw -3706779.217993 + Penalty 3424.150977 = -3703355.067016
  nChanged 2
		SP:Iteration 69Q (5140.040000 sec): 3 clusters
  Score: Raw -3706779.492355 + Penalty 3424.150977 = -3703355.341377
  nChanged 0
		SP:Iteration 70F (5140.130000 sec): 3 clusters
  Score: Raw -3706779.492355 + Penalty 3424.150977 = -3703355.341377
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5140.460000 sec): 2 clusters
  Score: Raw -11217226.092607 + Penalty 1888.580031 = -11215337.512576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5140.750000 sec): 3 clusters
  Score: Raw -11144403.571349 + Penalty 3777.160062 = -11140626.411287
  nChanged 53448
		SP:Iteration 1F (5141.040000 sec): 3 clusters
  Score: Raw -11175723.414459 + Penalty 3777.160062 = -11171946.254398
  nChanged 4016
		SP:Iteration 2Q (5141.350000 sec): 3 clusters
  Score: Raw -11176963.895321 + Penalty 3777.160062 = -11173186.735259
  nChanged 4724
		SP:Iteration 3Q (5141.640000 sec): 3 clusters
  Score: Raw -11178846.449275 + Penalty 3777.160062 = -11175069.289213
  nChanged 5689
		SP:Iteration 4F (5141.940000 sec): 3 clusters
  Score: Raw -11181783.818292 + Penalty 3777.160062 = -11178006.658230
  nChanged 6841
		SP:Iteration 5F (5142.240000 sec): 3 clusters
  Score: Raw -11186256.261818 + Penalty 3777.160062 = -11182479.101756
  nChanged 7804
		SP:Iteration 6F (5142.530000 sec): 3 clusters
  Score: Raw -11192183.381053 + Penalty 3777.160062 = -11188406.220991
  nChanged 7684
		SP:Iteration 7F (5142.820000 sec): 3 clusters
  Score: Raw -11198610.855157 + Penalty 3777.160062 = -11194833.695096
  nChanged 6822
		SP:Iteration 8F (5143.110000 sec): 3 clusters
  Score: Raw -11204627.227898 + Penalty 3777.160062 = -11200850.067836
  nChanged 5107
		SP:Iteration 9Q (5143.390000 sec): 3 clusters
  Score: Raw -11209109.586078 + Penalty 3777.160062 = -11205332.426016
  nChanged 3550
		SP:Iteration 10Q (5143.640000 sec): 3 clusters
  Score: Raw -11212107.412054 + Penalty 3777.160062 = -11208330.251993
  nChanged 2394
		SP:Iteration 11Q (5143.880000 sec): 3 clusters
  Score: Raw -11214061.996136 + Penalty 3777.160062 = -11210284.836074
  nChanged 1631
		SP:Iteration 12Q (5144.110000 sec): 3 clusters
  Score: Raw -11215341.979740 + Penalty 3777.160062 = -11211564.819679
  nChanged 1076
		SP:Iteration 13Q (5144.330000 sec): 3 clusters
  Score: Raw -11216147.994497 + Penalty 3777.160062 = -11212370.834435
  nChanged 734
		SP:Iteration 14Q (5144.540000 sec): 3 clusters
  Score: Raw -11216662.630759 + Penalty 3777.160062 = -11212885.470697
  nChanged 496
		SP:Iteration 15Q (5144.750000 sec): 3 clusters
  Score: Raw -11217009.363855 + Penalty 3777.160062 = -11213232.203793
  nChanged 346
		SP:Iteration 16Q (5144.960000 sec): 3 clusters
  Score: Raw -11217231.956400 + Penalty 3777.160062 = -11213454.796338
  nChanged 219
		SP:Iteration 17Q (5145.160000 sec): 3 clusters
  Score: Raw -11217383.245154 + Penalty 3777.160062 = -11213606.085092
  nChanged 154
		SP:Iteration 18Q (5145.360000 sec): 3 clusters
  Score: Raw -11217472.434532 + Penalty 3777.160062 = -11213695.274470
  nChanged 122
		SP:Iteration 19Q (5145.580000 sec): 3 clusters
  Score: Raw -11217542.613292 + Penalty 3777.160062 = -11213765.453230
  nChanged 92
		SP:Iteration 20F (5145.880000 sec): 3 clusters
  Score: Raw -11217596.083237 + Penalty 3777.160062 = -11213818.923175
  nChanged 79
		SP:Iteration 21Q (5146.080000 sec): 3 clusters
  Score: Raw -11217631.662544 + Penalty 3777.160062 = -11213854.502482
  nChanged 64
		SP:Iteration 22Q (5146.280000 sec): 3 clusters
  Score: Raw -11217657.840329 + Penalty 3777.160062 = -11213880.680267
  nChanged 56
		SP:Iteration 23Q (5146.480000 sec): 3 clusters
  Score: Raw -11217679.371307 + Penalty 3777.160062 = -11213902.211245
  nChanged 42
		SP:Iteration 24Q (5146.680000 sec): 3 clusters
  Score: Raw -11217697.964930 + Penalty 3777.160062 = -11213920.804868
  nChanged 38
		SP:Iteration 25Q (5146.880000 sec): 3 clusters
  Score: Raw -11217714.137972 + Penalty 3777.160062 = -11213936.977910
  nChanged 30
		SP:Iteration 26Q (5147.080000 sec): 3 clusters
  Score: Raw -11217725.790131 + Penalty 3777.160062 = -11213948.630069
  nChanged 26
		SP:Iteration 27Q (5147.280000 sec): 3 clusters
  Score: Raw -11217738.168793 + Penalty 3777.160062 = -11213961.008732
  nChanged 29
		SP:Iteration 28Q (5147.480000 sec): 3 clusters
  Score: Raw -11217752.819682 + Penalty 3777.160062 = -11213975.659620
  nChanged 26
		SP:Iteration 29Q (5147.680000 sec): 3 clusters
  Score: Raw -11217763.978038 + Penalty 3777.160062 = -11213986.817977
  nChanged 20
		SP:Iteration 30Q (5147.880000 sec): 3 clusters
  Score: Raw -11217772.012946 + Penalty 3777.160062 = -11213994.852884
  nChanged 14
		SP:Iteration 31Q (5148.080000 sec): 3 clusters
  Score: Raw -11217776.473528 + Penalty 3777.160062 = -11213999.313466
  nChanged 11
		SP:Iteration 32Q (5148.280000 sec): 3 clusters
  Score: Raw -11217779.871568 + Penalty 3777.160062 = -11214002.711506
  nChanged 8
		SP:Iteration 33Q (5148.480000 sec): 3 clusters
  Score: Raw -11217781.513251 + Penalty 3777.160062 = -11214004.353189
  nChanged 3
		SP:Iteration 34Q (5148.690000 sec): 3 clusters
  Score: Raw -11217782.108409 + Penalty 3777.160062 = -11214004.948348
  nChanged 2
		SP:Iteration 35Q (5148.880000 sec): 3 clusters
  Score: Raw -11217782.367751 + Penalty 3777.160062 = -11214005.207689
  nChanged 2
		SP:Iteration 36Q (5149.080000 sec): 3 clusters
  Score: Raw -11217782.976537 + Penalty 3777.160062 = -11214005.816475
  nChanged 6
		SP:Iteration 37Q (5149.280000 sec): 3 clusters
  Score: Raw -11217784.918189 + Penalty 3777.160062 = -11214007.758127
  nChanged 4
		SP:Iteration 38Q (5149.480000 sec): 3 clusters
  Score: Raw -11217786.024790 + Penalty 3777.160062 = -11214008.864728
  nChanged 5
		SP:Iteration 39Q (5149.680000 sec): 3 clusters
  Score: Raw -11217786.919895 + Penalty 3777.160062 = -11214009.759834
  nChanged 1
		SP:Iteration 40F (5149.960000 sec): 3 clusters
  Score: Raw -11217787.105663 + Penalty 3777.160062 = -11214009.945601
  nChanged 2
		SP:Iteration 41Q (5150.160000 sec): 3 clusters
  Score: Raw -11217787.348414 + Penalty 3777.160062 = -11214010.188352
  nChanged 3
		SP:Iteration 42Q (5150.360000 sec): 3 clusters
  Score: Raw -11217787.960654 + Penalty 3777.160062 = -11214010.800592
  nChanged 2
		SP:Iteration 43Q (5150.570000 sec): 3 clusters
  Score: Raw -11217788.397957 + Penalty 3777.160062 = -11214011.237895
  nChanged 1
		SP:Iteration 44Q (5150.770000 sec): 3 clusters
  Score: Raw -11217788.543147 + Penalty 3777.160062 = -11214011.383085
  nChanged 0
		SP:Iteration 45F (5151.050000 sec): 3 clusters
  Score: Raw -11217788.543147 + Penalty 3777.160062 = -11214011.383085
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (6364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5151.130000 sec): 2 clusters
  Score: Raw -587652.445644 + Penalty 1423.242013 = -586229.203631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5151.140000 sec): 3 clusters
  Score: Raw -584215.271670 + Penalty 2846.484027 = -581368.787644
  nChanged 2608
		SP:Iteration 1F (5151.160000 sec): 3 clusters
  Score: Raw -585765.332246 + Penalty 2846.484027 = -582918.848220
  nChanged 531
		SP:Iteration 2F (5151.180000 sec): 3 clusters
  Score: Raw -586108.193252 + Penalty 2846.484027 = -583261.709225
  nChanged 439
		SP:Iteration 3F (5151.190000 sec): 3 clusters
  Score: Raw -586382.720339 + Penalty 2846.484027 = -583536.236312
  nChanged 338
		SP:Iteration 4F (5151.210000 sec): 3 clusters
  Score: Raw -586609.560578 + Penalty 2846.484027 = -583763.076551
  nChanged 306
		SP:Iteration 5Q (5151.220000 sec): 3 clusters
  Score: Raw -586813.986651 + Penalty 2846.484027 = -583967.502624
  nChanged 262
		SP:Iteration 6Q (5151.240000 sec): 3 clusters
  Score: Raw -586977.563765 + Penalty 2846.484027 = -584131.079738
  nChanged 216
		SP:Iteration 7Q (5151.250000 sec): 3 clusters
  Score: Raw -587077.367198 + Penalty 2846.484027 = -584230.883171
  nChanged 166
		SP:Iteration 8Q (5151.270000 sec): 3 clusters
  Score: Raw -587152.543692 + Penalty 2846.484027 = -584306.059665
  nChanged 142
		SP:Iteration 9Q (5151.280000 sec): 3 clusters
  Score: Raw -587217.285099 + Penalty 2846.484027 = -584370.801072
  nChanged 131
		SP:Iteration 10Q (5151.300000 sec): 3 clusters
  Score: Raw -587269.013524 + Penalty 2846.484027 = -584422.529498
  nChanged 106
		SP:Iteration 11Q (5151.320000 sec): 3 clusters
  Score: Raw -587307.679869 + Penalty 2846.484027 = -584461.195842
  nChanged 100
		SP:Iteration 12Q (5151.330000 sec): 3 clusters
  Score: Raw -587352.160731 + Penalty 2846.484027 = -584505.676704
  nChanged 94
		SP:Iteration 13Q (5151.340000 sec): 3 clusters
  Score: Raw -587385.353113 + Penalty 2846.484027 = -584538.869086
  nChanged 77
		SP:Iteration 14Q (5151.360000 sec): 3 clusters
  Score: Raw -587414.550914 + Penalty 2846.484027 = -584568.066888
  nChanged 81
		SP:Iteration 15Q (5151.380000 sec): 3 clusters
  Score: Raw -587445.579555 + Penalty 2846.484027 = -584599.095528
  nChanged 94
		SP:Iteration 16Q (5151.390000 sec): 3 clusters
  Score: Raw -587490.473746 + Penalty 2846.484027 = -584643.989720
  nChanged 114
		SP:Iteration 17Q (5151.400000 sec): 3 clusters
  Score: Raw -587557.617786 + Penalty 2846.484027 = -584711.133759
  nChanged 160
		SP:Iteration 18Q (5151.420000 sec): 3 clusters
  Score: Raw -587682.153897 + Penalty 2846.484027 = -584835.669871
  nChanged 200
		SP:Iteration 19Q (5151.430000 sec): 3 clusters
  Score: Raw -587843.130523 + Penalty 2846.484027 = -584996.646497
  nChanged 202
		SP:Iteration 20F (5151.450000 sec): 3 clusters
  Score: Raw -587980.462230 + Penalty 2846.484027 = -585133.978204
  nChanged 184
		SP:Iteration 21Q (5151.460000 sec): 3 clusters
  Score: Raw -588087.578709 + Penalty 2846.484027 = -585241.094682
  nChanged 114
		SP:Iteration 22Q (5151.480000 sec): 3 clusters
  Score: Raw -588145.643451 + Penalty 2846.484027 = -585299.159424
  nChanged 84
		SP:Iteration 23Q (5151.490000 sec): 3 clusters
  Score: Raw -588184.031057 + Penalty 2846.484027 = -585337.547031
  nChanged 72
		SP:Iteration 24Q (5151.510000 sec): 3 clusters
  Score: Raw -588212.621593 + Penalty 2846.484027 = -585366.137566
  nChanged 58
		SP:Iteration 25Q (5151.520000 sec): 3 clusters
  Score: Raw -588233.867403 + Penalty 2846.484027 = -585387.383377
  nChanged 57
		SP:Iteration 26Q (5151.540000 sec): 3 clusters
  Score: Raw -588259.333835 + Penalty 2846.484027 = -585412.849808
  nChanged 64
		SP:Iteration 27Q (5151.550000 sec): 3 clusters
  Score: Raw -588285.835130 + Penalty 2846.484027 = -585439.351104
  nChanged 55
		SP:Iteration 28Q (5151.560000 sec): 3 clusters
  Score: Raw -588309.765130 + Penalty 2846.484027 = -585463.281103
  nChanged 43
		SP:Iteration 29Q (5151.580000 sec): 3 clusters
  Score: Raw -588334.649397 + Penalty 2846.484027 = -585488.165370
  nChanged 46
		SP:Iteration 30Q (5151.590000 sec): 3 clusters
  Score: Raw -588362.122302 + Penalty 2846.484027 = -585515.638275
  nChanged 41
		SP:Iteration 31Q (5151.610000 sec): 3 clusters
  Score: Raw -588391.322801 + Penalty 2846.484027 = -585544.838775
  nChanged 52
		SP:Iteration 32Q (5151.620000 sec): 3 clusters
  Score: Raw -588417.793462 + Penalty 2846.484027 = -585571.309436
  nChanged 47
		SP:Iteration 33Q (5151.640000 sec): 3 clusters
  Score: Raw -588437.599936 + Penalty 2846.484027 = -585591.115910
  nChanged 43
		SP:Iteration 34Q (5151.650000 sec): 3 clusters
  Score: Raw -588451.672382 + Penalty 2846.484027 = -585605.188355
  nChanged 35
		SP:Iteration 35Q (5151.660000 sec): 3 clusters
  Score: Raw -588467.868173 + Penalty 2846.484027 = -585621.384146
  nChanged 36
		SP:Iteration 36Q (5151.680000 sec): 3 clusters
  Score: Raw -588484.043000 + Penalty 2846.484027 = -585637.558973
  nChanged 32
		SP:Iteration 37Q (5151.690000 sec): 3 clusters
  Score: Raw -588497.582035 + Penalty 2846.484027 = -585651.098008
  nChanged 33
		SP:Iteration 38Q (5151.700000 sec): 3 clusters
  Score: Raw -588510.143571 + Penalty 2846.484027 = -585663.659545
  nChanged 29
		SP:Iteration 39Q (5151.720000 sec): 3 clusters
  Score: Raw -588523.631804 + Penalty 2846.484027 = -585677.147777
  nChanged 30
		SP:Iteration 40F (5151.730000 sec): 3 clusters
  Score: Raw -588539.378273 + Penalty 2846.484027 = -585692.894247
  nChanged 34
		SP:Iteration 41Q (5151.750000 sec): 3 clusters
  Score: Raw -588565.391199 + Penalty 2846.484027 = -585718.907172
  nChanged 40
		SP:Iteration 42Q (5151.760000 sec): 3 clusters
  Score: Raw -588589.559053 + Penalty 2846.484027 = -585743.075027
  nChanged 33
		SP:Iteration 43Q (5151.780000 sec): 3 clusters
  Score: Raw -588610.186781 + Penalty 2846.484027 = -585763.702755
  nChanged 42
		SP:Iteration 44Q (5151.790000 sec): 3 clusters
  Score: Raw -588637.166914 + Penalty 2846.484027 = -585790.682887
  nChanged 39
		SP:Iteration 45Q (5151.800000 sec): 3 clusters
  Score: Raw -588662.953885 + Penalty 2846.484027 = -585816.469859
  nChanged 38
		SP:Iteration 46Q (5151.820000 sec): 3 clusters
  Score: Raw -588684.686941 + Penalty 2846.484027 = -585838.202915
  nChanged 27
		SP:Iteration 47Q (5151.830000 sec): 3 clusters
  Score: Raw -588702.295854 + Penalty 2846.484027 = -585855.811828
  nChanged 21
		SP:Iteration 48Q (5151.840000 sec): 3 clusters
  Score: Raw -588711.741236 + Penalty 2846.484027 = -585865.257210
  nChanged 21
		SP:Iteration 49Q (5151.860000 sec): 3 clusters
  Score: Raw -588719.525097 + Penalty 2846.484027 = -585873.041071
  nChanged 13
		SP:Iteration 50Q (5151.870000 sec): 3 clusters
  Score: Raw -588724.473205 + Penalty 2846.484027 = -585877.989178
  nChanged 10
		SP:Iteration 51Q (5151.880000 sec): 3 clusters
  Score: Raw -588729.036435 + Penalty 2846.484027 = -585882.552408
  nChanged 10
		SP:Iteration 52Q (5151.890000 sec): 3 clusters
  Score: Raw -588733.043993 + Penalty 2846.484027 = -585886.559967
  nChanged 9
		SP:Iteration 53Q (5151.910000 sec): 3 clusters
  Score: Raw -588738.000379 + Penalty 2846.484027 = -585891.516352
  nChanged 15
		SP:Iteration 54Q (5151.920000 sec): 3 clusters
  Score: Raw -588747.451537 + Penalty 2846.484027 = -585900.967511
  nChanged 20
		SP:Iteration 55Q (5151.930000 sec): 3 clusters
  Score: Raw -588759.063725 + Penalty 2846.484027 = -585912.579699
  nChanged 21
		SP:Iteration 56Q (5151.940000 sec): 3 clusters
  Score: Raw -588768.621071 + Penalty 2846.484027 = -585922.137044
  nChanged 19
		SP:Iteration 57Q (5151.960000 sec): 3 clusters
  Score: Raw -588778.900214 + Penalty 2846.484027 = -585932.416188
  nChanged 18
		SP:Iteration 58Q (5151.970000 sec): 3 clusters
  Score: Raw -588792.458606 + Penalty 2846.484027 = -585945.974579
  nChanged 19
		SP:Iteration 59Q (5151.980000 sec): 3 clusters
  Score: Raw -588804.377779 + Penalty 2846.484027 = -585957.893752
  nChanged 21
		SP:Iteration 60F (5152.000000 sec): 3 clusters
  Score: Raw -588818.086554 + Penalty 2846.484027 = -585971.602527
  nChanged 21
		SP:Iteration 61Q (5152.010000 sec): 3 clusters
  Score: Raw -588832.485525 + Penalty 2846.484027 = -585986.001498
  nChanged 20
		SP:Iteration 62Q (5152.020000 sec): 3 clusters
  Score: Raw -588844.683210 + Penalty 2846.484027 = -585998.199184
  nChanged 16
		SP:Iteration 63Q (5152.040000 sec): 3 clusters
  Score: Raw -588855.074528 + Penalty 2846.484027 = -586008.590501
  nChanged 7
		SP:Iteration 64Q (5152.050000 sec): 3 clusters
  Score: Raw -588862.769656 + Penalty 2846.484027 = -586016.285629
  nChanged 9
		SP:Iteration 65Q (5152.060000 sec): 3 clusters
  Score: Raw -588865.485658 + Penalty 2846.484027 = -586019.001632
  nChanged 3
		SP:Iteration 66Q (5152.070000 sec): 3 clusters
  Score: Raw -588866.585880 + Penalty 2846.484027 = -586020.101853
  nChanged 4
		SP:Iteration 67Q (5152.090000 sec): 3 clusters
  Score: Raw -588868.066633 + Penalty 2846.484027 = -586021.582607
  nChanged 2
		SP:Iteration 68Q (5152.100000 sec): 3 clusters
  Score: Raw -588868.543139 + Penalty 2846.484027 = -586022.059112
  nChanged 0
		SP:Iteration 69F (5152.120000 sec): 3 clusters
  Score: Raw -588868.543139 + Penalty 2846.484027 = -586022.059112
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (119229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5152.490000 sec): 2 clusters
  Score: Raw -12254148.762761 + Penalty 1899.430210 = -12252249.332551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5152.800000 sec): 3 clusters
  Score: Raw -12175813.469736 + Penalty 3798.860420 = -12172014.609315
  nChanged 57338
		SP:Iteration 1F (5153.120000 sec): 3 clusters
  Score: Raw -12209152.693264 + Penalty 3798.860420 = -12205353.832844
  nChanged 3423
		SP:Iteration 2Q (5153.440000 sec): 3 clusters
  Score: Raw -12209972.806593 + Penalty 3798.860420 = -12206173.946173
  nChanged 4115
		SP:Iteration 3Q (5153.750000 sec): 3 clusters
  Score: Raw -12211289.947503 + Penalty 3798.860420 = -12207491.087083
  nChanged 5407
		SP:Iteration 4Q (5154.070000 sec): 3 clusters
  Score: Raw -12213635.118560 + Penalty 3798.860420 = -12209836.258140
  nChanged 7383
		SP:Iteration 5F (5154.390000 sec): 3 clusters
  Score: Raw -12218114.908976 + Penalty 3798.860420 = -12214316.048556
  nChanged 9809
		SP:Iteration 6F (5154.700000 sec): 3 clusters
  Score: Raw -12225968.304547 + Penalty 3798.860420 = -12222169.444127
  nChanged 10984
		SP:Iteration 7F (5155.010000 sec): 3 clusters
  Score: Raw -12236426.191668 + Penalty 3798.860420 = -12232627.331248
  nChanged 9125
		SP:Iteration 8F (5155.320000 sec): 3 clusters
  Score: Raw -12245538.361579 + Penalty 3798.860420 = -12241739.501159
  nChanged 5430
		SP:Iteration 9Q (5155.620000 sec): 3 clusters
  Score: Raw -12250699.393291 + Penalty 3798.860420 = -12246900.532871
  nChanged 2479
		SP:Iteration 10Q (5155.910000 sec): 3 clusters
  Score: Raw -12252912.342291 + Penalty 3798.860420 = -12249113.481871
  nChanged 954
		SP:Iteration 11Q (5156.160000 sec): 3 clusters
  Score: Raw -12253719.084988 + Penalty 3798.860420 = -12249920.224568
  nChanged 380
		SP:Iteration 12Q (5156.400000 sec): 3 clusters
  Score: Raw -12254063.570060 + Penalty 3798.860420 = -12250264.709640
  nChanged 164
		SP:Iteration 13Q (5156.620000 sec): 3 clusters
  Score: Raw -12254214.515394 + Penalty 3798.860420 = -12250415.654974
  nChanged 84
		SP:Iteration 14Q (5156.840000 sec): 3 clusters
  Score: Raw -12254288.712511 + Penalty 3798.860420 = -12250489.852090
  nChanged 58
		SP:Iteration 15Q (5157.060000 sec): 3 clusters
  Score: Raw -12254338.450138 + Penalty 3798.860420 = -12250539.589718
  nChanged 38
		SP:Iteration 16Q (5157.270000 sec): 3 clusters
  Score: Raw -12254370.195764 + Penalty 3798.860420 = -12250571.335344
  nChanged 34
		SP:Iteration 17Q (5157.480000 sec): 3 clusters
  Score: Raw -12254392.085588 + Penalty 3798.860420 = -12250593.225168
  nChanged 23
		SP:Iteration 18Q (5157.700000 sec): 3 clusters
  Score: Raw -12254413.353916 + Penalty 3798.860420 = -12250614.493496
  nChanged 19
		SP:Iteration 19Q (5157.910000 sec): 3 clusters
  Score: Raw -12254429.960829 + Penalty 3798.860420 = -12250631.100409
  nChanged 13
		SP:Iteration 20F (5158.220000 sec): 3 clusters
  Score: Raw -12254436.825572 + Penalty 3798.860420 = -12250637.965152
  nChanged 7
		SP:Iteration 21Q (5158.430000 sec): 3 clusters
  Score: Raw -12254442.879473 + Penalty 3798.860420 = -12250644.019053
  nChanged 7
		SP:Iteration 22Q (5158.640000 sec): 3 clusters
  Score: Raw -12254448.804659 + Penalty 3798.860420 = -12250649.944239
  nChanged 7
		SP:Iteration 23Q (5158.860000 sec): 3 clusters
  Score: Raw -12254455.203328 + Penalty 3798.860420 = -12250656.342908
  nChanged 6
		SP:Iteration 24Q (5159.080000 sec): 3 clusters
  Score: Raw -12254460.706885 + Penalty 3798.860420 = -12250661.846465
  nChanged 7
		SP:Iteration 25Q (5159.290000 sec): 3 clusters
  Score: Raw -12254464.539664 + Penalty 3798.860420 = -12250665.679244
  nChanged 4
		SP:Iteration 26Q (5159.510000 sec): 3 clusters
  Score: Raw -12254469.370847 + Penalty 3798.860420 = -12250670.510427
  nChanged 2
		SP:Iteration 27Q (5159.730000 sec): 3 clusters
  Score: Raw -12254470.783421 + Penalty 3798.860420 = -12250671.923001
  nChanged 1
		SP:Iteration 28Q (5159.940000 sec): 3 clusters
  Score: Raw -12254471.387689 + Penalty 3798.860420 = -12250672.527269
  nChanged 0
		SP:Iteration 29F (5160.240000 sec): 3 clusters
  Score: Raw -12254471.387689 + Penalty 3798.860420 = -12250672.527269
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5160.330000 sec): 2 clusters
  Score: Raw -98521.385182 + Penalty 1166.017078 = -97355.368103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5160.330000 sec): 3 clusters
  Score: Raw -98079.579683 + Penalty 2332.034157 = -95747.545526
  nChanged 435
		SP:Iteration 1F (5160.340000 sec): 3 clusters
  Score: Raw -98625.505352 + Penalty 2332.034157 = -96293.471195
  nChanged 167
		SP:Iteration 2F (5160.340000 sec): 3 clusters
  Score: Raw -99018.542640 + Penalty 2332.034157 = -96686.508483
  nChanged 128
		SP:Iteration 3F (5160.340000 sec): 3 clusters
  Score: Raw -99340.815648 + Penalty 2332.034157 = -97008.781491
  nChanged 85
		SP:Iteration 4F (5160.350000 sec): 3 clusters
  Score: Raw -99499.449429 + Penalty 2332.034157 = -97167.415272
  nChanged 48
		SP:Iteration 5Q (5160.350000 sec): 3 clusters
  Score: Raw -99564.887657 + Penalty 2332.034157 = -97232.853500
  nChanged 28
		SP:Iteration 6Q (5160.350000 sec): 3 clusters
  Score: Raw -99595.165611 + Penalty 2332.034157 = -97263.131454
  nChanged 14
		SP:Iteration 7Q (5160.350000 sec): 3 clusters
  Score: Raw -99619.711088 + Penalty 2332.034157 = -97287.676931
  nChanged 10
		SP:Iteration 8Q (5160.360000 sec): 3 clusters
  Score: Raw -99629.522401 + Penalty 2332.034157 = -97297.488245
  nChanged 7
		SP:Iteration 9Q (5160.360000 sec): 3 clusters
  Score: Raw -99634.791369 + Penalty 2332.034157 = -97302.757213
  nChanged 6
		SP:Iteration 10Q (5160.360000 sec): 3 clusters
  Score: Raw -99642.250036 + Penalty 2332.034157 = -97310.215879
  nChanged 5
		SP:Iteration 11Q (5160.370000 sec): 3 clusters
  Score: Raw -99645.341869 + Penalty 2332.034157 = -97313.307713
  nChanged 3
		SP:Iteration 12Q (5160.370000 sec): 3 clusters
  Score: Raw -99647.736968 + Penalty 2332.034157 = -97315.702811
  nChanged 1
		SP:Iteration 13Q (5160.370000 sec): 3 clusters
  Score: Raw -99648.370010 + Penalty 2332.034157 = -97316.335853
  nChanged 1
		SP:Iteration 14Q (5160.370000 sec): 3 clusters
  Score: Raw -99649.182757 + Penalty 2332.034157 = -97317.148601
  nChanged 3
		SP:Iteration 15Q (5160.380000 sec): 3 clusters
  Score: Raw -99650.530201 + Penalty 2332.034157 = -97318.496044
  nChanged 2
		SP:Iteration 16Q (5160.380000 sec): 3 clusters
  Score: Raw -99651.776715 + Penalty 2332.034157 = -97319.742558
  nChanged 3
		SP:Iteration 17Q (5160.380000 sec): 3 clusters
  Score: Raw -99653.072109 + Penalty 2332.034157 = -97321.037952
  nChanged 1
		SP:Iteration 18Q (5160.390000 sec): 3 clusters
  Score: Raw -99653.731501 + Penalty 2332.034157 = -97321.697344
  nChanged 1
		SP:Iteration 19Q (5160.390000 sec): 3 clusters
  Score: Raw -99656.207391 + Penalty 2332.034157 = -97324.173234
  nChanged 2
		SP:Iteration 20F (5160.390000 sec): 3 clusters
  Score: Raw -99657.581852 + Penalty 2332.034157 = -97325.547695
  nChanged 1
		SP:Iteration 21Q (5160.390000 sec): 3 clusters
  Score: Raw -99658.557018 + Penalty 2332.034157 = -97326.522861
  nChanged 1
		SP:Iteration 22Q (5160.400000 sec): 3 clusters
  Score: Raw -99658.912933 + Penalty 2332.034157 = -97326.878776
  nChanged 1
		SP:Iteration 23Q (5160.400000 sec): 3 clusters
  Score: Raw -99659.194225 + Penalty 2332.034157 = -97327.160068
  nChanged 1
		SP:Iteration 24Q (5160.400000 sec): 3 clusters
  Score: Raw -99659.640193 + Penalty 2332.034157 = -97327.606036
  nChanged 1
		SP:Iteration 25Q (5160.410000 sec): 3 clusters
  Score: Raw -99661.085006 + Penalty 2332.034157 = -97329.050849
  nChanged 0
		SP:Iteration 26F (5160.410000 sec): 3 clusters
  Score: Raw -99661.085006 + Penalty 2332.034157 = -97329.050849
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (5995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5160.430000 sec): 2 clusters
  Score: Raw -547279.881271 + Penalty 1413.535673 = -545866.345597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5160.450000 sec): 3 clusters
  Score: Raw -544106.146852 + Penalty 2827.071347 = -541279.075505
  nChanged 2476
		SP:Iteration 1F (5160.460000 sec): 3 clusters
  Score: Raw -545675.073843 + Penalty 2827.071347 = -542848.002496
  nChanged 502
		SP:Iteration 2F (5160.470000 sec): 3 clusters
  Score: Raw -546028.313043 + Penalty 2827.071347 = -543201.241696
  nChanged 412
		SP:Iteration 3F (5160.490000 sec): 3 clusters
  Score: Raw -546320.198410 + Penalty 2827.071347 = -543493.127063
  nChanged 368
		SP:Iteration 4F (5160.510000 sec): 3 clusters
  Score: Raw -546589.295941 + Penalty 2827.071347 = -543762.224594
  nChanged 327
		SP:Iteration 5F (5160.520000 sec): 3 clusters
  Score: Raw -546841.560742 + Penalty 2827.071347 = -544014.489395
  nChanged 287
		SP:Iteration 6Q (5160.530000 sec): 3 clusters
  Score: Raw -547037.565324 + Penalty 2827.071347 = -544210.493977
  nChanged 235
		SP:Iteration 7Q (5160.550000 sec): 3 clusters
  Score: Raw -547173.311280 + Penalty 2827.071347 = -544346.239933
  nChanged 187
		SP:Iteration 8Q (5160.560000 sec): 3 clusters
  Score: Raw -547273.182280 + Penalty 2827.071347 = -544446.110933
  nChanged 147
		SP:Iteration 9Q (5160.580000 sec): 3 clusters
  Score: Raw -547352.081366 + Penalty 2827.071347 = -544525.010019
  nChanged 135
		SP:Iteration 10Q (5160.590000 sec): 3 clusters
  Score: Raw -547415.827945 + Penalty 2827.071347 = -544588.756598
  nChanged 115
		SP:Iteration 11Q (5160.610000 sec): 3 clusters
  Score: Raw -547468.076953 + Penalty 2827.071347 = -544641.005607
  nChanged 92
		SP:Iteration 12Q (5160.620000 sec): 3 clusters
  Score: Raw -547510.028282 + Penalty 2827.071347 = -544682.956936
  nChanged 78
		SP:Iteration 13Q (5160.640000 sec): 3 clusters
  Score: Raw -547540.055827 + Penalty 2827.071347 = -544712.984480
  nChanged 66
		SP:Iteration 14Q (5160.650000 sec): 3 clusters
  Score: Raw -547572.850170 + Penalty 2827.071347 = -544745.778823
  nChanged 70
		SP:Iteration 15Q (5160.670000 sec): 3 clusters
  Score: Raw -547605.752214 + Penalty 2827.071347 = -544778.680867
  nChanged 57
		SP:Iteration 16Q (5160.680000 sec): 3 clusters
  Score: Raw -547631.114783 + Penalty 2827.071347 = -544804.043436
  nChanged 34
		SP:Iteration 17Q (5160.690000 sec): 3 clusters
  Score: Raw -547642.710591 + Penalty 2827.071347 = -544815.639244
  nChanged 35
		SP:Iteration 18Q (5160.710000 sec): 3 clusters
  Score: Raw -547653.706876 + Penalty 2827.071347 = -544826.635529
  nChanged 30
		SP:Iteration 19Q (5160.720000 sec): 3 clusters
  Score: Raw -547666.926502 + Penalty 2827.071347 = -544839.855156
  nChanged 37
		SP:Iteration 20F (5160.740000 sec): 3 clusters
  Score: Raw -547682.911010 + Penalty 2827.071347 = -544855.839663
  nChanged 39
		SP:Iteration 21Q (5160.750000 sec): 3 clusters
  Score: Raw -547695.250331 + Penalty 2827.071347 = -544868.178984
  nChanged 20
		SP:Iteration 22Q (5160.770000 sec): 3 clusters
  Score: Raw -547700.378114 + Penalty 2827.071347 = -544873.306767
  nChanged 18
		SP:Iteration 23Q (5160.780000 sec): 3 clusters
  Score: Raw -547704.692814 + Penalty 2827.071347 = -544877.621467
  nChanged 15
		SP:Iteration 24Q (5160.800000 sec): 3 clusters
  Score: Raw -547707.548248 + Penalty 2827.071347 = -544880.476901
  nChanged 8
		SP:Iteration 25Q (5160.810000 sec): 3 clusters
  Score: Raw -547709.449743 + Penalty 2827.071347 = -544882.378396
  nChanged 8
		SP:Iteration 26Q (5160.830000 sec): 3 clusters
  Score: Raw -547711.651308 + Penalty 2827.071347 = -544884.579961
  nChanged 9
		SP:Iteration 27Q (5160.840000 sec): 3 clusters
  Score: Raw -547713.222630 + Penalty 2827.071347 = -544886.151283
  nChanged 10
		SP:Iteration 28Q (5160.850000 sec): 3 clusters
  Score: Raw -547714.770731 + Penalty 2827.071347 = -544887.699384
  nChanged 4
		SP:Iteration 29Q (5160.870000 sec): 3 clusters
  Score: Raw -547715.192527 + Penalty 2827.071347 = -544888.121180
  nChanged 0
		SP:Iteration 30F (5160.880000 sec): 3 clusters
  Score: Raw -547715.192527 + Penalty 2827.071347 = -544888.121180
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (11125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5160.920000 sec): 2 clusters
  Score: Raw -1048329.612464 + Penalty 1514.004392 = -1046815.608072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5160.950000 sec): 3 clusters
  Score: Raw -1042040.127334 + Penalty 3028.008785 = -1039012.118549
  nChanged 4802
		SP:Iteration 1F (5160.970000 sec): 3 clusters
  Score: Raw -1045049.662979 + Penalty 3028.008785 = -1042021.654194
  nChanged 990
		SP:Iteration 2F (5161.000000 sec): 3 clusters
  Score: Raw -1045928.063410 + Penalty 3028.008785 = -1042900.054625
  nChanged 978
		SP:Iteration 3F (5161.030000 sec): 3 clusters
  Score: Raw -1046823.826120 + Penalty 3028.008785 = -1043795.817335
  nChanged 878
		SP:Iteration 4F (5161.060000 sec): 3 clusters
  Score: Raw -1047575.457277 + Penalty 3028.008785 = -1044547.448492
  nChanged 705
		SP:Iteration 5F (5161.090000 sec): 3 clusters
  Score: Raw -1048045.308531 + Penalty 3028.008785 = -1045017.299746
  nChanged 471
		SP:Iteration 6Q (5161.110000 sec): 3 clusters
  Score: Raw -1048272.898925 + Penalty 3028.008785 = -1045244.890140
  nChanged 334
		SP:Iteration 7Q (5161.140000 sec): 3 clusters
  Score: Raw -1048411.450699 + Penalty 3028.008785 = -1045383.441914
  nChanged 259
		SP:Iteration 8Q (5161.170000 sec): 3 clusters
  Score: Raw -1048501.955506 + Penalty 3028.008785 = -1045473.946721
  nChanged 201
		SP:Iteration 9Q (5161.190000 sec): 3 clusters
  Score: Raw -1048563.513912 + Penalty 3028.008785 = -1045535.505127
  nChanged 174
		SP:Iteration 10Q (5161.220000 sec): 3 clusters
  Score: Raw -1048608.468602 + Penalty 3028.008785 = -1045580.459817
  nChanged 142
		SP:Iteration 11Q (5161.250000 sec): 3 clusters
  Score: Raw -1048646.751655 + Penalty 3028.008785 = -1045618.742870
  nChanged 107
		SP:Iteration 12Q (5161.270000 sec): 3 clusters
  Score: Raw -1048669.400313 + Penalty 3028.008785 = -1045641.391529
  nChanged 91
		SP:Iteration 13Q (5161.300000 sec): 3 clusters
  Score: Raw -1048691.179382 + Penalty 3028.008785 = -1045663.170597
  nChanged 72
		SP:Iteration 14Q (5161.330000 sec): 3 clusters
  Score: Raw -1048706.526361 + Penalty 3028.008785 = -1045678.517576
  nChanged 77
		SP:Iteration 15Q (5161.350000 sec): 3 clusters
  Score: Raw -1048720.390222 + Penalty 3028.008785 = -1045692.381438
  nChanged 65
		SP:Iteration 16Q (5161.380000 sec): 3 clusters
  Score: Raw -1048731.590865 + Penalty 3028.008785 = -1045703.582080
  nChanged 64
		SP:Iteration 17Q (5161.410000 sec): 3 clusters
  Score: Raw -1048742.006920 + Penalty 3028.008785 = -1045713.998135
  nChanged 52
		SP:Iteration 18Q (5161.430000 sec): 3 clusters
  Score: Raw -1048749.635976 + Penalty 3028.008785 = -1045721.627191
  nChanged 36
		SP:Iteration 19Q (5161.460000 sec): 3 clusters
  Score: Raw -1048753.913322 + Penalty 3028.008785 = -1045725.904538
  nChanged 23
		SP:Iteration 20F (5161.490000 sec): 3 clusters
  Score: Raw -1048756.708684 + Penalty 3028.008785 = -1045728.699900
  nChanged 23
		SP:Iteration 21Q (5161.520000 sec): 3 clusters
  Score: Raw -1048759.879766 + Penalty 3028.008785 = -1045731.870981
  nChanged 26
		SP:Iteration 22Q (5161.540000 sec): 3 clusters
  Score: Raw -1048763.029699 + Penalty 3028.008785 = -1045735.020914
  nChanged 25
		SP:Iteration 23Q (5161.570000 sec): 3 clusters
  Score: Raw -1048765.432708 + Penalty 3028.008785 = -1045737.423924
  nChanged 23
		SP:Iteration 24Q (5161.600000 sec): 3 clusters
  Score: Raw -1048768.124984 + Penalty 3028.008785 = -1045740.116199
  nChanged 21
		SP:Iteration 25Q (5161.620000 sec): 3 clusters
  Score: Raw -1048771.624340 + Penalty 3028.008785 = -1045743.615555
  nChanged 19
		SP:Iteration 26Q (5161.650000 sec): 3 clusters
  Score: Raw -1048775.271857 + Penalty 3028.008785 = -1045747.263072
  nChanged 22
		SP:Iteration 27Q (5161.670000 sec): 3 clusters
  Score: Raw -1048779.109402 + Penalty 3028.008785 = -1045751.100617
  nChanged 18
		SP:Iteration 28Q (5161.700000 sec): 3 clusters
  Score: Raw -1048781.056208 + Penalty 3028.008785 = -1045753.047423
  nChanged 21
		SP:Iteration 29Q (5161.730000 sec): 3 clusters
  Score: Raw -1048783.871365 + Penalty 3028.008785 = -1045755.862581
  nChanged 26
		SP:Iteration 30Q (5161.750000 sec): 3 clusters
  Score: Raw -1048786.458427 + Penalty 3028.008785 = -1045758.449642
  nChanged 21
		SP:Iteration 31Q (5161.780000 sec): 3 clusters
  Score: Raw -1048789.728615 + Penalty 3028.008785 = -1045761.719831
  nChanged 22
		SP:Iteration 32Q (5161.810000 sec): 3 clusters
  Score: Raw -1048792.457109 + Penalty 3028.008785 = -1045764.448324
  nChanged 21
		SP:Iteration 33Q (5161.830000 sec): 3 clusters
  Score: Raw -1048794.792684 + Penalty 3028.008785 = -1045766.783899
  nChanged 20
		SP:Iteration 34Q (5161.860000 sec): 3 clusters
  Score: Raw -1048796.893735 + Penalty 3028.008785 = -1045768.884950
  nChanged 21
		SP:Iteration 35Q (5161.890000 sec): 3 clusters
  Score: Raw -1048799.983688 + Penalty 3028.008785 = -1045771.974903
  nChanged 20
		SP:Iteration 36Q (5161.910000 sec): 3 clusters
  Score: Raw -1048803.251636 + Penalty 3028.008785 = -1045775.242851
  nChanged 26
		SP:Iteration 37Q (5161.940000 sec): 3 clusters
  Score: Raw -1048806.481677 + Penalty 3028.008785 = -1045778.472892
  nChanged 25
		SP:Iteration 38Q (5161.970000 sec): 3 clusters
  Score: Raw -1048810.013644 + Penalty 3028.008785 = -1045782.004860
  nChanged 26
		SP:Iteration 39Q (5161.990000 sec): 3 clusters
  Score: Raw -1048813.150520 + Penalty 3028.008785 = -1045785.141735
  nChanged 27
		SP:Iteration 40F (5162.020000 sec): 3 clusters
  Score: Raw -1048817.135862 + Penalty 3028.008785 = -1045789.127077
  nChanged 35
		SP:Iteration 41Q (5162.050000 sec): 3 clusters
  Score: Raw -1048822.733457 + Penalty 3028.008785 = -1045794.724672
  nChanged 28
		SP:Iteration 42Q (5162.080000 sec): 3 clusters
  Score: Raw -1048826.721346 + Penalty 3028.008785 = -1045798.712562
  nChanged 32
		SP:Iteration 43Q (5162.100000 sec): 3 clusters
  Score: Raw -1048830.814733 + Penalty 3028.008785 = -1045802.805948
  nChanged 17
		SP:Iteration 44Q (5162.130000 sec): 3 clusters
  Score: Raw -1048832.797604 + Penalty 3028.008785 = -1045804.788819
  nChanged 19
		SP:Iteration 45Q (5162.160000 sec): 3 clusters
  Score: Raw -1048835.296273 + Penalty 3028.008785 = -1045807.287489
  nChanged 27
		SP:Iteration 46Q (5162.180000 sec): 3 clusters
  Score: Raw -1048839.388705 + Penalty 3028.008785 = -1045811.379921
  nChanged 35
		SP:Iteration 47Q (5162.210000 sec): 3 clusters
  Score: Raw -1048844.777324 + Penalty 3028.008785 = -1045816.768539
  nChanged 41
		SP:Iteration 48Q (5162.240000 sec): 3 clusters
  Score: Raw -1048853.152340 + Penalty 3028.008785 = -1045825.143555
  nChanged 51
		SP:Iteration 49Q (5162.260000 sec): 3 clusters
  Score: Raw -1048864.215972 + Penalty 3028.008785 = -1045836.207187
  nChanged 55
		SP:Iteration 50Q (5162.290000 sec): 3 clusters
  Score: Raw -1048875.380216 + Penalty 3028.008785 = -1045847.371432
  nChanged 53
		SP:Iteration 51Q (5162.310000 sec): 3 clusters
  Score: Raw -1048885.814656 + Penalty 3028.008785 = -1045857.805871
  nChanged 52
		SP:Iteration 52Q (5162.340000 sec): 3 clusters
  Score: Raw -1048894.552948 + Penalty 3028.008785 = -1045866.544164
  nChanged 54
		SP:Iteration 53Q (5162.370000 sec): 3 clusters
  Score: Raw -1048904.537795 + Penalty 3028.008785 = -1045876.529010
  nChanged 45
		SP:Iteration 54Q (5162.390000 sec): 3 clusters
  Score: Raw -1048914.505426 + Penalty 3028.008785 = -1045886.496642
  nChanged 57
		SP:Iteration 55Q (5162.420000 sec): 3 clusters
  Score: Raw -1048928.155380 + Penalty 3028.008785 = -1045900.146595
  nChanged 63
		SP:Iteration 56Q (5162.450000 sec): 3 clusters
  Score: Raw -1048942.863559 + Penalty 3028.008785 = -1045914.854774
  nChanged 57
		SP:Iteration 57Q (5162.470000 sec): 3 clusters
  Score: Raw -1048954.299843 + Penalty 3028.008785 = -1045926.291059
  nChanged 60
		SP:Iteration 58Q (5162.500000 sec): 3 clusters
  Score: Raw -1048968.806578 + Penalty 3028.008785 = -1045940.797794
  nChanged 64
		SP:Iteration 59Q (5162.530000 sec): 3 clusters
  Score: Raw -1048987.406166 + Penalty 3028.008785 = -1045959.397382
  nChanged 78
		SP:Iteration 60F (5162.550000 sec): 3 clusters
  Score: Raw -1049008.649883 + Penalty 3028.008785 = -1045980.641099
  nChanged 61
		SP:Iteration 61Q (5162.580000 sec): 3 clusters
  Score: Raw -1049023.546079 + Penalty 3028.008785 = -1045995.537295
  nChanged 62
		SP:Iteration 62Q (5162.610000 sec): 3 clusters
  Score: Raw -1049037.546061 + Penalty 3028.008785 = -1046009.537276
  nChanged 52
		SP:Iteration 63Q (5162.630000 sec): 3 clusters
  Score: Raw -1049048.890529 + Penalty 3028.008785 = -1046020.881744
  nChanged 47
		SP:Iteration 64Q (5162.660000 sec): 3 clusters
  Score: Raw -1049059.329408 + Penalty 3028.008785 = -1046031.320623
  nChanged 51
		SP:Iteration 65Q (5162.680000 sec): 3 clusters
  Score: Raw -1049072.441733 + Penalty 3028.008785 = -1046044.432948
  nChanged 52
		SP:Iteration 66Q (5162.710000 sec): 3 clusters
  Score: Raw -1049087.808172 + Penalty 3028.008785 = -1046059.799387
  nChanged 65
		SP:Iteration 67Q (5162.730000 sec): 3 clusters
  Score: Raw -1049101.693933 + Penalty 3028.008785 = -1046073.685149
  nChanged 40
		SP:Iteration 68Q (5162.760000 sec): 3 clusters
  Score: Raw -1049111.534775 + Penalty 3028.008785 = -1046083.525990
  nChanged 43
		SP:Iteration 69Q (5162.790000 sec): 3 clusters
  Score: Raw -1049119.869771 + Penalty 3028.008785 = -1046091.860986
  nChanged 36
		SP:Iteration 70Q (5162.810000 sec): 3 clusters
  Score: Raw -1049126.721926 + Penalty 3028.008785 = -1046098.713141
  nChanged 35
		SP:Iteration 71Q (5162.840000 sec): 3 clusters
  Score: Raw -1049133.294551 + Penalty 3028.008785 = -1046105.285766
  nChanged 40
		SP:Iteration 72Q (5162.860000 sec): 3 clusters
  Score: Raw -1049140.812763 + Penalty 3028.008785 = -1046112.803979
  nChanged 37
		SP:Iteration 73Q (5162.890000 sec): 3 clusters
  Score: Raw -1049147.750991 + Penalty 3028.008785 = -1046119.742206
  nChanged 35
		SP:Iteration 74Q (5162.910000 sec): 3 clusters
  Score: Raw -1049153.741838 + Penalty 3028.008785 = -1046125.733054
  nChanged 38
		SP:Iteration 75Q (5162.940000 sec): 3 clusters
  Score: Raw -1049160.425448 + Penalty 3028.008785 = -1046132.416664
  nChanged 32
		SP:Iteration 76Q (5162.960000 sec): 3 clusters
  Score: Raw -1049165.858101 + Penalty 3028.008785 = -1046137.849317
  nChanged 20
		SP:Iteration 77Q (5162.990000 sec): 3 clusters
  Score: Raw -1049169.412180 + Penalty 3028.008785 = -1046141.403395
  nChanged 20
		SP:Iteration 78Q (5163.010000 sec): 3 clusters
  Score: Raw -1049174.132600 + Penalty 3028.008785 = -1046146.123815
  nChanged 25
		SP:Iteration 79Q (5163.040000 sec): 3 clusters
  Score: Raw -1049179.187931 + Penalty 3028.008785 = -1046151.179146
  nChanged 25
		SP:Iteration 80F (5163.070000 sec): 3 clusters
  Score: Raw -1049184.433654 + Penalty 3028.008785 = -1046156.424870
  nChanged 29
		SP:Iteration 81Q (5163.090000 sec): 3 clusters
  Score: Raw -1049188.511672 + Penalty 3028.008785 = -1046160.502887
  nChanged 23
		SP:Iteration 82Q (5163.120000 sec): 3 clusters
  Score: Raw -1049191.948173 + Penalty 3028.008785 = -1046163.939389
  nChanged 24
		SP:Iteration 83Q (5163.150000 sec): 3 clusters
  Score: Raw -1049195.262438 + Penalty 3028.008785 = -1046167.253653
  nChanged 22
		SP:Iteration 84Q (5163.170000 sec): 3 clusters
  Score: Raw -1049198.600007 + Penalty 3028.008785 = -1046170.591222
  nChanged 24
		SP:Iteration 85Q (5163.190000 sec): 3 clusters
  Score: Raw -1049202.399033 + Penalty 3028.008785 = -1046174.390248
  nChanged 22
		SP:Iteration 86Q (5163.220000 sec): 3 clusters
  Score: Raw -1049205.103984 + Penalty 3028.008785 = -1046177.095199
  nChanged 8
		SP:Iteration 87Q (5163.250000 sec): 3 clusters
  Score: Raw -1049206.152430 + Penalty 3028.008785 = -1046178.143646
  nChanged 10
		SP:Iteration 88Q (5163.270000 sec): 3 clusters
  Score: Raw -1049207.710186 + Penalty 3028.008785 = -1046179.701401
  nChanged 7
		SP:Iteration 89Q (5163.300000 sec): 3 clusters
  Score: Raw -1049209.099956 + Penalty 3028.008785 = -1046181.091171
  nChanged 8
		SP:Iteration 90Q (5163.320000 sec): 3 clusters
  Score: Raw -1049210.119810 + Penalty 3028.008785 = -1046182.111025
  nChanged 6
		SP:Iteration 91Q (5163.350000 sec): 3 clusters
  Score: Raw -1049210.974227 + Penalty 3028.008785 = -1046182.965442
  nChanged 9
		SP:Iteration 92Q (5163.370000 sec): 3 clusters
  Score: Raw -1049212.476984 + Penalty 3028.008785 = -1046184.468199
  nChanged 6
		SP:Iteration 93Q (5163.400000 sec): 3 clusters
  Score: Raw -1049213.146107 + Penalty 3028.008785 = -1046185.137322
  nChanged 4
		SP:Iteration 94Q (5163.420000 sec): 3 clusters
  Score: Raw -1049213.945120 + Penalty 3028.008785 = -1046185.936335
  nChanged 10
		SP:Iteration 95Q (5163.450000 sec): 3 clusters
  Score: Raw -1049215.400272 + Penalty 3028.008785 = -1046187.391487
  nChanged 6
		SP:Iteration 96Q (5163.480000 sec): 3 clusters
  Score: Raw -1049216.219233 + Penalty 3028.008785 = -1046188.210449
  nChanged 4
		SP:Iteration 97Q (5163.500000 sec): 3 clusters
  Score: Raw -1049216.417522 + Penalty 3028.008785 = -1046188.408737
  nChanged 0
		SP:Iteration 98F (5163.530000 sec): 3 clusters
  Score: Raw -1049216.417522 + Penalty 3028.008785 = -1046188.408737
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (12320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5163.560000 sec): 2 clusters
  Score: Raw -1251861.803402 + Penalty 1530.584126 = -1250331.219276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5163.600000 sec): 3 clusters
  Score: Raw -1244777.803658 + Penalty 3061.168252 = -1241716.635406
  nChanged 5409
		SP:Iteration 1F (5163.630000 sec): 3 clusters
  Score: Raw -1247788.759806 + Penalty 3061.168252 = -1244727.591554
  nChanged 789
		SP:Iteration 2F (5163.660000 sec): 3 clusters
  Score: Raw -1248262.511456 + Penalty 3061.168252 = -1245201.343204
  nChanged 735
		SP:Iteration 3F (5163.690000 sec): 3 clusters
  Score: Raw -1248780.145448 + Penalty 3061.168252 = -1245718.977196
  nChanged 725
		SP:Iteration 4F (5163.720000 sec): 3 clusters
  Score: Raw -1249291.205106 + Penalty 3061.168252 = -1246230.036854
  nChanged 692
		SP:Iteration 5F (5163.750000 sec): 3 clusters
  Score: Raw -1249768.221017 + Penalty 3061.168252 = -1246707.052765
  nChanged 684
		SP:Iteration 6F (5163.780000 sec): 3 clusters
  Score: Raw -1250223.395294 + Penalty 3061.168252 = -1247162.227042
  nChanged 637
		SP:Iteration 7F (5163.820000 sec): 3 clusters
  Score: Raw -1250678.591370 + Penalty 3061.168252 = -1247617.423118
  nChanged 621
		SP:Iteration 8F (5163.850000 sec): 3 clusters
  Score: Raw -1251158.488264 + Penalty 3061.168252 = -1248097.320012
  nChanged 626
		SP:Iteration 9F (5163.880000 sec): 3 clusters
  Score: Raw -1251778.132295 + Penalty 3061.168252 = -1248716.964043
  nChanged 724
		SP:Iteration 10F (5163.910000 sec): 3 clusters
  Score: Raw -1252713.354444 + Penalty 3061.168252 = -1249652.186192
  nChanged 894
		SP:Iteration 11F (5163.940000 sec): 3 clusters
  Score: Raw -1254059.953847 + Penalty 3061.168252 = -1250998.785595
  nChanged 1061
		SP:Iteration 12F (5163.970000 sec): 3 clusters
  Score: Raw -1255739.166195 + Penalty 3061.168252 = -1252677.997943
  nChanged 942
		SP:Iteration 13F (5164.000000 sec): 3 clusters
  Score: Raw -1257266.023098 + Penalty 3061.168252 = -1254204.854846
  nChanged 583
		SP:Iteration 14Q (5164.030000 sec): 3 clusters
  Score: Raw -1258604.347785 + Penalty 3061.168252 = -1255543.179533
  nChanged 248
		SP:Iteration 15Q (5164.060000 sec): 3 clusters
  Score: Raw -1259426.817071 + Penalty 3061.168252 = -1256365.648819
  nChanged 73
		SP:Iteration 16Q (5164.080000 sec): 3 clusters
  Score: Raw -1259520.074779 + Penalty 3061.168252 = -1256458.906527
  nChanged 34
		SP:Iteration 17Q (5164.100000 sec): 3 clusters
  Score: Raw -1259541.120986 + Penalty 3061.168252 = -1256479.952734
  nChanged 11
		SP:Iteration 18Q (5164.120000 sec): 3 clusters
  Score: Raw -1259543.577717 + Penalty 3061.168252 = -1256482.409465
  nChanged 2
		SP:Iteration 19Q (5164.140000 sec): 3 clusters
  Score: Raw -1259543.929274 + Penalty 3061.168252 = -1256482.761022
  nChanged 2
		SP:Iteration 20F (5164.170000 sec): 3 clusters
  Score: Raw -1259544.206729 + Penalty 3061.168252 = -1256483.038477
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (5158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5164.200000 sec): 2 clusters
  Score: Raw -511050.442386 + Penalty 1389.099430 = -509661.342956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5164.210000 sec): 3 clusters
  Score: Raw -508324.401468 + Penalty 2778.198861 = -505546.202607
  nChanged 2128
		SP:Iteration 1F (5164.220000 sec): 3 clusters
  Score: Raw -509505.382815 + Penalty 2778.198861 = -506727.183954
  nChanged 390
		SP:Iteration 2F (5164.240000 sec): 3 clusters
  Score: Raw -509728.067099 + Penalty 2778.198861 = -506949.868239
  nChanged 303
		SP:Iteration 3F (5164.250000 sec): 3 clusters
  Score: Raw -509922.970946 + Penalty 2778.198861 = -507144.772085
  nChanged 284
		SP:Iteration 4F (5164.260000 sec): 3 clusters
  Score: Raw -510072.502516 + Penalty 2778.198861 = -507294.303655
  nChanged 229
		SP:Iteration 5Q (5164.280000 sec): 3 clusters
  Score: Raw -510238.423980 + Penalty 2778.198861 = -507460.225119
  nChanged 219
		SP:Iteration 6Q (5164.290000 sec): 3 clusters
  Score: Raw -510434.786791 + Penalty 2778.198861 = -507656.587930
  nChanged 222
		SP:Iteration 7Q (5164.300000 sec): 3 clusters
  Score: Raw -510585.057291 + Penalty 2778.198861 = -507806.858430
  nChanged 199
		SP:Iteration 8Q (5164.320000 sec): 3 clusters
  Score: Raw -510733.188956 + Penalty 2778.198861 = -507954.990095
  nChanged 203
		SP:Iteration 9Q (5164.330000 sec): 3 clusters
  Score: Raw -510881.064547 + Penalty 2778.198861 = -508102.865687
  nChanged 177
		SP:Iteration 10Q (5164.340000 sec): 3 clusters
  Score: Raw -511011.641760 + Penalty 2778.198861 = -508233.442899
  nChanged 164
		SP:Iteration 11Q (5164.360000 sec): 3 clusters
  Score: Raw -511110.283728 + Penalty 2778.198861 = -508332.084868
  nChanged 146
		SP:Iteration 12Q (5164.370000 sec): 3 clusters
  Score: Raw -511202.799218 + Penalty 2778.198861 = -508424.600357
  nChanged 148
		SP:Iteration 13Q (5164.380000 sec): 3 clusters
  Score: Raw -511300.983379 + Penalty 2778.198861 = -508522.784519
  nChanged 149
		SP:Iteration 14Q (5164.390000 sec): 3 clusters
  Score: Raw -511399.789899 + Penalty 2778.198861 = -508621.591038
  nChanged 140
		SP:Iteration 15Q (5164.400000 sec): 3 clusters
  Score: Raw -511484.162962 + Penalty 2778.198861 = -508705.964101
  nChanged 124
		SP:Iteration 16Q (5164.420000 sec): 3 clusters
  Score: Raw -511556.280671 + Penalty 2778.198861 = -508778.081811
  nChanged 128
		SP:Iteration 17Q (5164.430000 sec): 3 clusters
  Score: Raw -511614.872704 + Penalty 2778.198861 = -508836.673843
  nChanged 121
		SP:Iteration 18Q (5164.440000 sec): 3 clusters
  Score: Raw -511664.740073 + Penalty 2778.198861 = -508886.541212
  nChanged 94
		SP:Iteration 19Q (5164.460000 sec): 3 clusters
  Score: Raw -511698.642913 + Penalty 2778.198861 = -508920.444052
  nChanged 85
		SP:Iteration 20F (5164.470000 sec): 3 clusters
  Score: Raw -511729.079071 + Penalty 2778.198861 = -508950.880210
  nChanged 74
		SP:Iteration 21Q (5164.480000 sec): 3 clusters
  Score: Raw -511753.616434 + Penalty 2778.198861 = -508975.417574
  nChanged 72
		SP:Iteration 22Q (5164.490000 sec): 3 clusters
  Score: Raw -511779.581952 + Penalty 2778.198861 = -509001.383091
  nChanged 91
		SP:Iteration 23Q (5164.500000 sec): 3 clusters
  Score: Raw -511810.983002 + Penalty 2778.198861 = -509032.784142
  nChanged 81
		SP:Iteration 24Q (5164.520000 sec): 3 clusters
  Score: Raw -511840.078621 + Penalty 2778.198861 = -509061.879760
  nChanged 79
		SP:Iteration 25Q (5164.530000 sec): 3 clusters
  Score: Raw -511868.175662 + Penalty 2778.198861 = -509089.976801
  nChanged 79
		SP:Iteration 26Q (5164.540000 sec): 3 clusters
  Score: Raw -511897.056173 + Penalty 2778.198861 = -509118.857313
  nChanged 84
		SP:Iteration 27Q (5164.550000 sec): 3 clusters
  Score: Raw -511927.005725 + Penalty 2778.198861 = -509148.806865
  nChanged 90
		SP:Iteration 28Q (5164.560000 sec): 3 clusters
  Score: Raw -511964.418545 + Penalty 2778.198861 = -509186.219684
  nChanged 98
		SP:Iteration 29Q (5164.580000 sec): 3 clusters
  Score: Raw -512004.528493 + Penalty 2778.198861 = -509226.329633
  nChanged 102
		SP:Iteration 30Q (5164.590000 sec): 3 clusters
  Score: Raw -512052.131342 + Penalty 2778.198861 = -509273.932481
  nChanged 89
		SP:Iteration 31Q (5164.600000 sec): 3 clusters
  Score: Raw -512093.597286 + Penalty 2778.198861 = -509315.398425
  nChanged 87
		SP:Iteration 32Q (5164.610000 sec): 3 clusters
  Score: Raw -512132.926726 + Penalty 2778.198861 = -509354.727866
  nChanged 82
		SP:Iteration 33Q (5164.620000 sec): 3 clusters
  Score: Raw -512171.178183 + Penalty 2778.198861 = -509392.979322
  nChanged 81
		SP:Iteration 34Q (5164.630000 sec): 3 clusters
  Score: Raw -512221.442072 + Penalty 2778.198861 = -509443.243212
  nChanged 98
		SP:Iteration 35Q (5164.640000 sec): 3 clusters
  Score: Raw -512285.342771 + Penalty 2778.198861 = -509507.143910
  nChanged 91
		SP:Iteration 36Q (5164.660000 sec): 3 clusters
  Score: Raw -512362.879169 + Penalty 2778.198861 = -509584.680308
  nChanged 91
		SP:Iteration 37Q (5164.670000 sec): 3 clusters
  Score: Raw -512459.046988 + Penalty 2778.198861 = -509680.848127
  nChanged 65
		SP:Iteration 38Q (5164.680000 sec): 3 clusters
  Score: Raw -512531.254150 + Penalty 2778.198861 = -509753.055289
  nChanged 43
		SP:Iteration 39Q (5164.690000 sec): 3 clusters
  Score: Raw -512587.123453 + Penalty 2778.198861 = -509808.924592
  nChanged 34
		SP:Iteration 40F (5164.700000 sec): 3 clusters
  Score: Raw -512633.559067 + Penalty 2778.198861 = -509855.360207
  nChanged 23
		SP:Iteration 41Q (5164.710000 sec): 3 clusters
  Score: Raw -512664.730853 + Penalty 2778.198861 = -509886.531992
  nChanged 15
		SP:Iteration 42Q (5164.720000 sec): 3 clusters
  Score: Raw -512675.869271 + Penalty 2778.198861 = -509897.670410
  nChanged 6
		SP:Iteration 43Q (5164.730000 sec): 3 clusters
  Score: Raw -512682.520963 + Penalty 2778.198861 = -509904.322102
  nChanged 5
		SP:Iteration 44Q (5164.740000 sec): 3 clusters
  Score: Raw -512690.026666 + Penalty 2778.198861 = -509911.827805
  nChanged 4
		SP:Iteration 45Q (5164.750000 sec): 3 clusters
  Score: Raw -512696.127035 + Penalty 2778.198861 = -509917.928174
  nChanged 4
		SP:Iteration 46Q (5164.760000 sec): 3 clusters
  Score: Raw -512702.184477 + Penalty 2778.198861 = -509923.985616
  nChanged 0
		SP:Iteration 47F (5164.770000 sec): 3 clusters
  Score: Raw -512702.184477 + Penalty 2778.198861 = -509923.985616
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5164.780000 sec): 2 clusters
  Score: Raw -30674.897103 + Penalty 952.377761 = -29722.519342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5164.780000 sec): 3 clusters
  Score: Raw -30888.338276 + Penalty 1904.755523 = -28983.582753
  nChanged 85
		SP:Iteration 1F (5164.780000 sec): 3 clusters
  Score: Raw -31196.772391 + Penalty 1904.755523 = -29292.016869
  nChanged 33
		SP:Iteration 2F (5164.780000 sec): 3 clusters
  Score: Raw -31324.082360 + Penalty 1904.755523 = -29419.326837
  nChanged 34
		SP:Iteration 3F (5164.780000 sec): 3 clusters
  Score: Raw -31444.202831 + Penalty 1904.755523 = -29539.447309
  nChanged 27
		SP:Iteration 4F (5164.780000 sec): 3 clusters
  Score: Raw -31530.823746 + Penalty 1904.755523 = -29626.068223
  nChanged 11
		SP:Iteration 5Q (5164.780000 sec): 3 clusters
  Score: Raw -31570.697100 + Penalty 1904.755523 = -29665.941577
  nChanged 6
		SP:Iteration 6Q (5164.790000 sec): 3 clusters
  Score: Raw -31597.872116 + Penalty 1904.755523 = -29693.116593
  nChanged 4
		SP:Iteration 7Q (5164.790000 sec): 3 clusters
  Score: Raw -31624.296000 + Penalty 1904.755523 = -29719.540477
  nChanged 4
		SP:Iteration 8Q (5164.790000 sec): 3 clusters
  Score: Raw -31654.491693 + Penalty 1904.755523 = -29749.736170
  nChanged 1
		SP:Iteration 9Q (5164.790000 sec): 3 clusters
  Score: Raw -31666.215422 + Penalty 1904.755523 = -29761.459899
  nChanged 0
		SP:Iteration 10F (5164.790000 sec): 3 clusters
  Score: Raw -31666.215422 + Penalty 1904.755523 = -29761.459899
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (3184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5164.810000 sec): 2 clusters
  Score: Raw -314020.616298 + Penalty 1310.707701 = -312709.908596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5164.820000 sec): 3 clusters
  Score: Raw -312519.940601 + Penalty 2621.415403 = -309898.525198
  nChanged 1185
		SP:Iteration 1F (5164.820000 sec): 3 clusters
  Score: Raw -313235.489343 + Penalty 2621.415403 = -310614.073940
  nChanged 266
		SP:Iteration 2F (5164.830000 sec): 3 clusters
  Score: Raw -313454.560808 + Penalty 2621.415403 = -310833.145405
  nChanged 190
		SP:Iteration 3F (5164.840000 sec): 3 clusters
  Score: Raw -313629.573987 + Penalty 2621.415403 = -311008.158585
  nChanged 155
		SP:Iteration 4Q (5164.850000 sec): 3 clusters
  Score: Raw -313749.442027 + Penalty 2621.415403 = -311128.026624
  nChanged 126
		SP:Iteration 5Q (5164.860000 sec): 3 clusters
  Score: Raw -313839.745134 + Penalty 2621.415403 = -311218.329731
  nChanged 122
		SP:Iteration 6Q (5164.860000 sec): 3 clusters
  Score: Raw -313931.518983 + Penalty 2621.415403 = -311310.103581
  nChanged 107
		SP:Iteration 7Q (5164.870000 sec): 3 clusters
  Score: Raw -314032.179664 + Penalty 2621.415403 = -311410.764262
  nChanged 123
		SP:Iteration 8Q (5164.880000 sec): 3 clusters
  Score: Raw -314162.283079 + Penalty 2621.415403 = -311540.867677
  nChanged 130
		SP:Iteration 9Q (5164.890000 sec): 3 clusters
  Score: Raw -314280.530552 + Penalty 2621.415403 = -311659.115149
  nChanged 116
		SP:Iteration 10Q (5164.900000 sec): 3 clusters
  Score: Raw -314381.971165 + Penalty 2621.415403 = -311760.555762
  nChanged 107
		SP:Iteration 11Q (5164.900000 sec): 3 clusters
  Score: Raw -314478.786242 + Penalty 2621.415403 = -311857.370839
  nChanged 100
		SP:Iteration 12Q (5164.910000 sec): 3 clusters
  Score: Raw -314574.438271 + Penalty 2621.415403 = -311953.022869
  nChanged 105
		SP:Iteration 13Q (5164.920000 sec): 3 clusters
  Score: Raw -314671.823370 + Penalty 2621.415403 = -312050.407967
  nChanged 105
		SP:Iteration 14Q (5164.920000 sec): 3 clusters
  Score: Raw -314750.282612 + Penalty 2621.415403 = -312128.867209
  nChanged 76
		SP:Iteration 15Q (5164.930000 sec): 3 clusters
  Score: Raw -314802.019834 + Penalty 2621.415403 = -312180.604432
  nChanged 71
		SP:Iteration 16Q (5164.940000 sec): 3 clusters
  Score: Raw -314863.928089 + Penalty 2621.415403 = -312242.512687
  nChanged 63
		SP:Iteration 17Q (5164.950000 sec): 3 clusters
  Score: Raw -314919.073186 + Penalty 2621.415403 = -312297.657783
  nChanged 46
		SP:Iteration 18Q (5164.960000 sec): 3 clusters
  Score: Raw -314954.596570 + Penalty 2621.415403 = -312333.181167
  nChanged 38
		SP:Iteration 19Q (5164.960000 sec): 3 clusters
  Score: Raw -314978.079382 + Penalty 2621.415403 = -312356.663979
  nChanged 33
		SP:Iteration 20F (5164.970000 sec): 3 clusters
  Score: Raw -315001.987265 + Penalty 2621.415403 = -312380.571863
  nChanged 33
		SP:Iteration 21Q (5164.980000 sec): 3 clusters
  Score: Raw -315024.680892 + Penalty 2621.415403 = -312403.265490
  nChanged 30
		SP:Iteration 22Q (5164.980000 sec): 3 clusters
  Score: Raw -315042.939657 + Penalty 2621.415403 = -312421.524254
  nChanged 19
		SP:Iteration 23Q (5164.990000 sec): 3 clusters
  Score: Raw -315054.937696 + Penalty 2621.415403 = -312433.522293
  nChanged 24
		SP:Iteration 24Q (5165.000000 sec): 3 clusters
  Score: Raw -315069.402114 + Penalty 2621.415403 = -312447.986712
  nChanged 19
		SP:Iteration 25Q (5165.000000 sec): 3 clusters
  Score: Raw -315077.988345 + Penalty 2621.415403 = -312456.572942
  nChanged 17
		SP:Iteration 26Q (5165.010000 sec): 3 clusters
  Score: Raw -315084.465364 + Penalty 2621.415403 = -312463.049961
  nChanged 17
		SP:Iteration 27Q (5165.020000 sec): 3 clusters
  Score: Raw -315093.838155 + Penalty 2621.415403 = -312472.422752
  nChanged 15
		SP:Iteration 28Q (5165.020000 sec): 3 clusters
  Score: Raw -315103.818910 + Penalty 2621.415403 = -312482.403507
  nChanged 15
		SP:Iteration 29Q (5165.030000 sec): 3 clusters
  Score: Raw -315109.389843 + Penalty 2621.415403 = -312487.974440
  nChanged 9
		SP:Iteration 30Q (5165.040000 sec): 3 clusters
  Score: Raw -315113.525875 + Penalty 2621.415403 = -312492.110472
  nChanged 9
		SP:Iteration 31Q (5165.040000 sec): 3 clusters
  Score: Raw -315117.628187 + Penalty 2621.415403 = -312496.212785
  nChanged 9
		SP:Iteration 32Q (5165.050000 sec): 3 clusters
  Score: Raw -315121.845833 + Penalty 2621.415403 = -312500.430430
  nChanged 8
		SP:Iteration 33Q (5165.060000 sec): 3 clusters
  Score: Raw -315127.940003 + Penalty 2621.415403 = -312506.524601
  nChanged 12
		SP:Iteration 34Q (5165.060000 sec): 3 clusters
  Score: Raw -315134.723745 + Penalty 2621.415403 = -312513.308342
  nChanged 12
		SP:Iteration 35Q (5165.070000 sec): 3 clusters
  Score: Raw -315139.673566 + Penalty 2621.415403 = -312518.258164
  nChanged 7
		SP:Iteration 36Q (5165.080000 sec): 3 clusters
  Score: Raw -315142.033158 + Penalty 2621.415403 = -312520.617755
  nChanged 7
		SP:Iteration 37Q (5165.080000 sec): 3 clusters
  Score: Raw -315144.714275 + Penalty 2621.415403 = -312523.298872
  nChanged 5
		SP:Iteration 38Q (5165.090000 sec): 3 clusters
  Score: Raw -315146.115399 + Penalty 2621.415403 = -312524.699996
  nChanged 3
		SP:Iteration 39Q (5165.100000 sec): 3 clusters
  Score: Raw -315146.583670 + Penalty 2621.415403 = -312525.168267
  nChanged 1
		SP:Iteration 40F (5165.110000 sec): 3 clusters
  Score: Raw -315146.728650 + Penalty 2621.415403 = -312525.313247
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (6922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5165.130000 sec): 2 clusters
  Score: Raw -653109.451102 + Penalty 1436.899754 = -651672.551348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5165.150000 sec): 3 clusters
  Score: Raw -649310.856003 + Penalty 2873.799508 = -646437.056495
  nChanged 2943
		SP:Iteration 1F (5165.160000 sec): 3 clusters
  Score: Raw -651226.747693 + Penalty 2873.799508 = -648352.948185
  nChanged 588
		SP:Iteration 2F (5165.180000 sec): 3 clusters
  Score: Raw -651716.567511 + Penalty 2873.799508 = -648842.768003
  nChanged 465
		SP:Iteration 3F (5165.200000 sec): 3 clusters
  Score: Raw -652057.792203 + Penalty 2873.799508 = -649183.992695
  nChanged 405
		SP:Iteration 4F (5165.220000 sec): 3 clusters
  Score: Raw -652300.170510 + Penalty 2873.799508 = -649426.371002
  nChanged 335
		SP:Iteration 5Q (5165.230000 sec): 3 clusters
  Score: Raw -652460.967922 + Penalty 2873.799508 = -649587.168414
  nChanged 237
		SP:Iteration 6Q (5165.250000 sec): 3 clusters
  Score: Raw -652565.405790 + Penalty 2873.799508 = -649691.606282
  nChanged 196
		SP:Iteration 7Q (5165.270000 sec): 3 clusters
  Score: Raw -652663.139749 + Penalty 2873.799508 = -649789.340241
  nChanged 214
		SP:Iteration 8Q (5165.280000 sec): 3 clusters
  Score: Raw -652765.954487 + Penalty 2873.799508 = -649892.154979
  nChanged 196
		SP:Iteration 9Q (5165.300000 sec): 3 clusters
  Score: Raw -652866.358540 + Penalty 2873.799508 = -649992.559032
  nChanged 186
		SP:Iteration 10Q (5165.320000 sec): 3 clusters
  Score: Raw -652964.691495 + Penalty 2873.799508 = -650090.891987
  nChanged 185
		SP:Iteration 11Q (5165.330000 sec): 3 clusters
  Score: Raw -653053.819609 + Penalty 2873.799508 = -650180.020101
  nChanged 181
		SP:Iteration 12Q (5165.350000 sec): 3 clusters
  Score: Raw -653137.596849 + Penalty 2873.799508 = -650263.797342
  nChanged 161
		SP:Iteration 13Q (5165.370000 sec): 3 clusters
  Score: Raw -653211.790325 + Penalty 2873.799508 = -650337.990818
  nChanged 144
		SP:Iteration 14Q (5165.380000 sec): 3 clusters
  Score: Raw -653288.882004 + Penalty 2873.799508 = -650415.082496
  nChanged 158
		SP:Iteration 15Q (5165.400000 sec): 3 clusters
  Score: Raw -653380.197721 + Penalty 2873.799508 = -650506.398213
  nChanged 145
		SP:Iteration 16Q (5165.420000 sec): 3 clusters
  Score: Raw -653469.250447 + Penalty 2873.799508 = -650595.450939
  nChanged 166
		SP:Iteration 17Q (5165.430000 sec): 3 clusters
  Score: Raw -653554.837633 + Penalty 2873.799508 = -650681.038126
  nChanged 146
		SP:Iteration 18Q (5165.450000 sec): 3 clusters
  Score: Raw -653632.709504 + Penalty 2873.799508 = -650758.909996
  nChanged 141
		SP:Iteration 19Q (5165.460000 sec): 3 clusters
  Score: Raw -653693.353029 + Penalty 2873.799508 = -650819.553522
  nChanged 106
		SP:Iteration 20F (5165.480000 sec): 3 clusters
  Score: Raw -653733.094603 + Penalty 2873.799508 = -650859.295096
  nChanged 78
		SP:Iteration 21Q (5165.500000 sec): 3 clusters
  Score: Raw -653756.591205 + Penalty 2873.799508 = -650882.791697
  nChanged 60
		SP:Iteration 22Q (5165.520000 sec): 3 clusters
  Score: Raw -653773.662915 + Penalty 2873.799508 = -650899.863407
  nChanged 47
		SP:Iteration 23Q (5165.530000 sec): 3 clusters
  Score: Raw -653789.264490 + Penalty 2873.799508 = -650915.464982
  nChanged 45
		SP:Iteration 24Q (5165.550000 sec): 3 clusters
  Score: Raw -653801.259818 + Penalty 2873.799508 = -650927.460310
  nChanged 39
		SP:Iteration 25Q (5165.560000 sec): 3 clusters
  Score: Raw -653812.672830 + Penalty 2873.799508 = -650938.873322
  nChanged 44
		SP:Iteration 26Q (5165.580000 sec): 3 clusters
  Score: Raw -653825.492193 + Penalty 2873.799508 = -650951.692685
  nChanged 50
		SP:Iteration 27Q (5165.600000 sec): 3 clusters
  Score: Raw -653837.757065 + Penalty 2873.799508 = -650963.957557
  nChanged 40
		SP:Iteration 28Q (5165.610000 sec): 3 clusters
  Score: Raw -653847.927757 + Penalty 2873.799508 = -650974.128249
  nChanged 37
		SP:Iteration 29Q (5165.630000 sec): 3 clusters
  Score: Raw -653856.663591 + Penalty 2873.799508 = -650982.864083
  nChanged 32
		SP:Iteration 30Q (5165.640000 sec): 3 clusters
  Score: Raw -653864.316289 + Penalty 2873.799508 = -650990.516781
  nChanged 35
		SP:Iteration 31Q (5165.660000 sec): 3 clusters
  Score: Raw -653873.257622 + Penalty 2873.799508 = -650999.458114
  nChanged 33
		SP:Iteration 32Q (5165.680000 sec): 3 clusters
  Score: Raw -653884.157781 + Penalty 2873.799508 = -651010.358273
  nChanged 38
		SP:Iteration 33Q (5165.690000 sec): 3 clusters
  Score: Raw -653893.659219 + Penalty 2873.799508 = -651019.859711
  nChanged 37
		SP:Iteration 34Q (5165.710000 sec): 3 clusters
  Score: Raw -653903.428762 + Penalty 2873.799508 = -651029.629254
  nChanged 48
		SP:Iteration 35Q (5165.720000 sec): 3 clusters
  Score: Raw -653916.685711 + Penalty 2873.799508 = -651042.886204
  nChanged 40
		SP:Iteration 36Q (5165.740000 sec): 3 clusters
  Score: Raw -653924.555818 + Penalty 2873.799508 = -651050.756310
  nChanged 21
		SP:Iteration 37Q (5165.760000 sec): 3 clusters
  Score: Raw -653928.338894 + Penalty 2873.799508 = -651054.539386
  nChanged 19
		SP:Iteration 38Q (5165.770000 sec): 3 clusters
  Score: Raw -653932.178709 + Penalty 2873.799508 = -651058.379201
  nChanged 17
		SP:Iteration 39Q (5165.790000 sec): 3 clusters
  Score: Raw -653935.019419 + Penalty 2873.799508 = -651061.219912
  nChanged 21
		SP:Iteration 40F (5165.810000 sec): 3 clusters
  Score: Raw -653939.098038 + Penalty 2873.799508 = -651065.298530
  nChanged 23
		SP:Iteration 41Q (5165.820000 sec): 3 clusters
  Score: Raw -653943.918641 + Penalty 2873.799508 = -651070.119133
  nChanged 23
		SP:Iteration 42Q (5165.840000 sec): 3 clusters
  Score: Raw -653948.404008 + Penalty 2873.799508 = -651074.604500
  nChanged 18
		SP:Iteration 43Q (5165.860000 sec): 3 clusters
  Score: Raw -653951.178378 + Penalty 2873.799508 = -651077.378871
  nChanged 17
		SP:Iteration 44Q (5165.870000 sec): 3 clusters
  Score: Raw -653953.486911 + Penalty 2873.799508 = -651079.687404
  nChanged 11
		SP:Iteration 45Q (5165.890000 sec): 3 clusters
  Score: Raw -653955.618055 + Penalty 2873.799508 = -651081.818547
  nChanged 7
		SP:Iteration 46Q (5165.900000 sec): 3 clusters
  Score: Raw -653956.733830 + Penalty 2873.799508 = -651082.934322
  nChanged 5
		SP:Iteration 47Q (5165.920000 sec): 3 clusters
  Score: Raw -653958.101938 + Penalty 2873.799508 = -651084.302431
  nChanged 8
		SP:Iteration 48Q (5165.940000 sec): 3 clusters
  Score: Raw -653959.025723 + Penalty 2873.799508 = -651085.226215
  nChanged 3
		SP:Iteration 49Q (5165.950000 sec): 3 clusters
  Score: Raw -653959.245192 + Penalty 2873.799508 = -651085.445684
  nChanged 2
		SP:Iteration 50Q (5165.970000 sec): 3 clusters
  Score: Raw -653959.681018 + Penalty 2873.799508 = -651085.881510
  nChanged 4
		SP:Iteration 51Q (5165.980000 sec): 3 clusters
  Score: Raw -653960.230768 + Penalty 2873.799508 = -651086.431260
  nChanged 4
		SP:Iteration 52Q (5166.000000 sec): 3 clusters
  Score: Raw -653961.108131 + Penalty 2873.799508 = -651087.308623
  nChanged 8
		SP:Iteration 53Q (5166.020000 sec): 3 clusters
  Score: Raw -653962.605266 + Penalty 2873.799508 = -651088.805759
  nChanged 15
		SP:Iteration 54Q (5166.030000 sec): 3 clusters
  Score: Raw -653965.056575 + Penalty 2873.799508 = -651091.257067
  nChanged 17
		SP:Iteration 55Q (5166.050000 sec): 3 clusters
  Score: Raw -653967.232726 + Penalty 2873.799508 = -651093.433218
  nChanged 8
		SP:Iteration 56Q (5166.060000 sec): 3 clusters
  Score: Raw -653968.190716 + Penalty 2873.799508 = -651094.391209
  nChanged 4
		SP:Iteration 57Q (5166.080000 sec): 3 clusters
  Score: Raw -653968.541229 + Penalty 2873.799508 = -651094.741721
  nChanged 4
		SP:Iteration 58Q (5166.100000 sec): 3 clusters
  Score: Raw -653969.053743 + Penalty 2873.799508 = -651095.254236
  nChanged 9
		SP:Iteration 59Q (5166.110000 sec): 3 clusters
  Score: Raw -653971.272781 + Penalty 2873.799508 = -651097.473273
  nChanged 18
		SP:Iteration 60F (5166.130000 sec): 3 clusters
  Score: Raw -653975.243740 + Penalty 2873.799508 = -651101.444232
  nChanged 18
		SP:Iteration 61Q (5166.140000 sec): 3 clusters
  Score: Raw -653980.154081 + Penalty 2873.799508 = -651106.354573
  nChanged 18
		SP:Iteration 62Q (5166.160000 sec): 3 clusters
  Score: Raw -653984.881079 + Penalty 2873.799508 = -651111.081571
  nChanged 12
		SP:Iteration 63Q (5166.180000 sec): 3 clusters
  Score: Raw -653987.332647 + Penalty 2873.799508 = -651113.533139
  nChanged 11
		SP:Iteration 64Q (5166.190000 sec): 3 clusters
  Score: Raw -653988.709787 + Penalty 2873.799508 = -651114.910279
  nChanged 5
		SP:Iteration 65Q (5166.210000 sec): 3 clusters
  Score: Raw -653989.449570 + Penalty 2873.799508 = -651115.650062
  nChanged 7
		SP:Iteration 66Q (5166.220000 sec): 3 clusters
  Score: Raw -653990.400881 + Penalty 2873.799508 = -651116.601373
  nChanged 9
		SP:Iteration 67Q (5166.240000 sec): 3 clusters
  Score: Raw -653992.920667 + Penalty 2873.799508 = -651119.121159
  nChanged 14
		SP:Iteration 68Q (5166.260000 sec): 3 clusters
  Score: Raw -653997.182046 + Penalty 2873.799508 = -651123.382538
  nChanged 17
		SP:Iteration 69Q (5166.270000 sec): 3 clusters
  Score: Raw -654000.560694 + Penalty 2873.799508 = -651126.761187
  nChanged 11
		SP:Iteration 70Q (5166.290000 sec): 3 clusters
  Score: Raw -654003.998098 + Penalty 2873.799508 = -651130.198590
  nChanged 17
		SP:Iteration 71Q (5166.300000 sec): 3 clusters
  Score: Raw -654007.204429 + Penalty 2873.799508 = -651133.404921
  nChanged 10
		SP:Iteration 72Q (5166.320000 sec): 3 clusters
  Score: Raw -654008.659128 + Penalty 2873.799508 = -651134.859620
  nChanged 5
		SP:Iteration 73Q (5166.330000 sec): 3 clusters
  Score: Raw -654009.697958 + Penalty 2873.799508 = -651135.898451
  nChanged 5
		SP:Iteration 74Q (5166.350000 sec): 3 clusters
  Score: Raw -654010.649270 + Penalty 2873.799508 = -651136.849762
  nChanged 6
		SP:Iteration 75Q (5166.360000 sec): 3 clusters
  Score: Raw -654011.336480 + Penalty 2873.799508 = -651137.536972
  nChanged 3
		SP:Iteration 76Q (5166.380000 sec): 3 clusters
  Score: Raw -654011.600299 + Penalty 2873.799508 = -651137.800791
  nChanged 2
		SP:Iteration 77Q (5166.400000 sec): 3 clusters
  Score: Raw -654011.740856 + Penalty 2873.799508 = -651137.941348
  nChanged 1
		SP:Iteration 78Q (5166.410000 sec): 3 clusters
  Score: Raw -654011.811779 + Penalty 2873.799508 = -651138.012272
  nChanged 0
		SP:Iteration 79F (5166.430000 sec): 3 clusters
  Score: Raw -654011.811779 + Penalty 2873.799508 = -651138.012272
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (13546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5166.470000 sec): 2 clusters
  Score: Raw -1362784.362006 + Penalty 1546.000069 = -1361238.361937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5166.500000 sec): 3 clusters
  Score: Raw -1354910.953171 + Penalty 3092.000138 = -1351818.953032
  nChanged 5982
		SP:Iteration 1F (5166.540000 sec): 3 clusters
  Score: Raw -1358148.432546 + Penalty 3092.000138 = -1355056.432407
  nChanged 775
		SP:Iteration 2F (5166.570000 sec): 3 clusters
  Score: Raw -1358450.084940 + Penalty 3092.000138 = -1355358.084802
  nChanged 664
		SP:Iteration 3Q (5166.600000 sec): 3 clusters
  Score: Raw -1358701.662322 + Penalty 3092.000138 = -1355609.662183
  nChanged 599
		SP:Iteration 4Q (5166.640000 sec): 3 clusters
  Score: Raw -1358930.897804 + Penalty 3092.000138 = -1355838.897666
  nChanged 559
		SP:Iteration 5Q (5166.670000 sec): 3 clusters
  Score: Raw -1359141.327843 + Penalty 3092.000138 = -1356049.327705
  nChanged 523
		SP:Iteration 6Q (5166.700000 sec): 3 clusters
  Score: Raw -1359328.530930 + Penalty 3092.000138 = -1356236.530791
  nChanged 497
		SP:Iteration 7Q (5166.740000 sec): 3 clusters
  Score: Raw -1359530.216324 + Penalty 3092.000138 = -1356438.216185
  nChanged 492
		SP:Iteration 8Q (5166.780000 sec): 3 clusters
  Score: Raw -1359743.156451 + Penalty 3092.000138 = -1356651.156313
  nChanged 481
		SP:Iteration 9Q (5166.810000 sec): 3 clusters
  Score: Raw -1359954.864117 + Penalty 3092.000138 = -1356862.863978
  nChanged 475
		SP:Iteration 10Q (5166.840000 sec): 3 clusters
  Score: Raw -1360149.628101 + Penalty 3092.000138 = -1357057.627962
  nChanged 411
		SP:Iteration 11Q (5166.880000 sec): 3 clusters
  Score: Raw -1360285.811170 + Penalty 3092.000138 = -1357193.811032
  nChanged 352
		SP:Iteration 12Q (5166.910000 sec): 3 clusters
  Score: Raw -1360396.503680 + Penalty 3092.000138 = -1357304.503541
  nChanged 303
		SP:Iteration 13Q (5166.940000 sec): 3 clusters
  Score: Raw -1360475.620057 + Penalty 3092.000138 = -1357383.619919
  nChanged 251
		SP:Iteration 14Q (5166.980000 sec): 3 clusters
  Score: Raw -1360535.201479 + Penalty 3092.000138 = -1357443.201340
  nChanged 229
		SP:Iteration 15Q (5167.010000 sec): 3 clusters
  Score: Raw -1360578.537150 + Penalty 3092.000138 = -1357486.537012
  nChanged 160
		SP:Iteration 16Q (5167.050000 sec): 3 clusters
  Score: Raw -1360608.799063 + Penalty 3092.000138 = -1357516.798924
  nChanged 144
		SP:Iteration 17Q (5167.080000 sec): 3 clusters
  Score: Raw -1360635.709070 + Penalty 3092.000138 = -1357543.708932
  nChanged 121
		SP:Iteration 18Q (5167.110000 sec): 3 clusters
  Score: Raw -1360656.706766 + Penalty 3092.000138 = -1357564.706628
  nChanged 119
		SP:Iteration 19Q (5167.150000 sec): 3 clusters
  Score: Raw -1360678.448515 + Penalty 3092.000138 = -1357586.448376
  nChanged 118
		SP:Iteration 20F (5167.180000 sec): 3 clusters
  Score: Raw -1360698.109672 + Penalty 3092.000138 = -1357606.109534
  nChanged 95
		SP:Iteration 21Q (5167.220000 sec): 3 clusters
  Score: Raw -1360715.626858 + Penalty 3092.000138 = -1357623.626719
  nChanged 103
		SP:Iteration 22Q (5167.250000 sec): 3 clusters
  Score: Raw -1360734.101171 + Penalty 3092.000138 = -1357642.101033
  nChanged 111
		SP:Iteration 23Q (5167.280000 sec): 3 clusters
  Score: Raw -1360753.575247 + Penalty 3092.000138 = -1357661.575109
  nChanged 118
		SP:Iteration 24Q (5167.320000 sec): 3 clusters
  Score: Raw -1360775.476477 + Penalty 3092.000138 = -1357683.476339
  nChanged 111
		SP:Iteration 25Q (5167.350000 sec): 3 clusters
  Score: Raw -1360798.491545 + Penalty 3092.000138 = -1357706.491406
  nChanged 133
		SP:Iteration 26Q (5167.380000 sec): 3 clusters
  Score: Raw -1360826.345375 + Penalty 3092.000138 = -1357734.345237
  nChanged 142
		SP:Iteration 27Q (5167.420000 sec): 3 clusters
  Score: Raw -1360853.834031 + Penalty 3092.000138 = -1357761.833892
  nChanged 142
		SP:Iteration 28Q (5167.450000 sec): 3 clusters
  Score: Raw -1360882.002230 + Penalty 3092.000138 = -1357790.002092
  nChanged 153
		SP:Iteration 29Q (5167.490000 sec): 3 clusters
  Score: Raw -1360922.426548 + Penalty 3092.000138 = -1357830.426410
  nChanged 184
		SP:Iteration 30Q (5167.520000 sec): 3 clusters
  Score: Raw -1360972.324317 + Penalty 3092.000138 = -1357880.324179
  nChanged 195
		SP:Iteration 31Q (5167.560000 sec): 3 clusters
  Score: Raw -1361029.872544 + Penalty 3092.000138 = -1357937.872406
  nChanged 218
		SP:Iteration 32Q (5167.590000 sec): 3 clusters
  Score: Raw -1361095.325578 + Penalty 3092.000138 = -1358003.325440
  nChanged 245
		SP:Iteration 33Q (5167.620000 sec): 3 clusters
  Score: Raw -1361169.595840 + Penalty 3092.000138 = -1358077.595702
  nChanged 265
		SP:Iteration 34Q (5167.660000 sec): 3 clusters
  Score: Raw -1361253.030132 + Penalty 3092.000138 = -1358161.029994
  nChanged 255
		SP:Iteration 35Q (5167.690000 sec): 3 clusters
  Score: Raw -1361333.493548 + Penalty 3092.000138 = -1358241.493409
  nChanged 257
		SP:Iteration 36Q (5167.720000 sec): 3 clusters
  Score: Raw -1361420.905293 + Penalty 3092.000138 = -1358328.905155
  nChanged 279
		SP:Iteration 37Q (5167.750000 sec): 3 clusters
  Score: Raw -1361523.697886 + Penalty 3092.000138 = -1358431.697747
  nChanged 326
		SP:Iteration 38Q (5167.780000 sec): 3 clusters
  Score: Raw -1361659.071349 + Penalty 3092.000138 = -1358567.071211
  nChanged 345
		SP:Iteration 39Q (5167.820000 sec): 3 clusters
  Score: Raw -1361810.730551 + Penalty 3092.000138 = -1358718.730412
  nChanged 349
		SP:Iteration 40F (5167.850000 sec): 3 clusters
  Score: Raw -1361959.470077 + Penalty 3092.000138 = -1358867.469938
  nChanged 327
		SP:Iteration 41Q (5167.880000 sec): 3 clusters
  Score: Raw -1362106.790776 + Penalty 3092.000138 = -1359014.790637
  nChanged 291
		SP:Iteration 42Q (5167.910000 sec): 3 clusters
  Score: Raw -1362239.925908 + Penalty 3092.000138 = -1359147.925769
  nChanged 253
		SP:Iteration 43Q (5167.940000 sec): 3 clusters
  Score: Raw -1362360.505253 + Penalty 3092.000138 = -1359268.505114
  nChanged 234
		SP:Iteration 44Q (5167.970000 sec): 3 clusters
  Score: Raw -1362469.308976 + Penalty 3092.000138 = -1359377.308837
  nChanged 211
		SP:Iteration 45Q (5168.000000 sec): 3 clusters
  Score: Raw -1362569.179051 + Penalty 3092.000138 = -1359477.178912
  nChanged 169
		SP:Iteration 46Q (5168.030000 sec): 3 clusters
  Score: Raw -1362645.992753 + Penalty 3092.000138 = -1359553.992614
  nChanged 134
		SP:Iteration 47Q (5168.060000 sec): 3 clusters
  Score: Raw -1362709.336374 + Penalty 3092.000138 = -1359617.336235
  nChanged 101
		SP:Iteration 48Q (5168.080000 sec): 3 clusters
  Score: Raw -1362763.603638 + Penalty 3092.000138 = -1359671.603499
  nChanged 94
		SP:Iteration 49Q (5168.110000 sec): 3 clusters
  Score: Raw -1362811.908968 + Penalty 3092.000138 = -1359719.908829
  nChanged 82
		SP:Iteration 50Q (5168.140000 sec): 3 clusters
  Score: Raw -1362850.487273 + Penalty 3092.000138 = -1359758.487135
  nChanged 66
		SP:Iteration 51Q (5168.160000 sec): 3 clusters
  Score: Raw -1362888.366014 + Penalty 3092.000138 = -1359796.365875
  nChanged 45
		SP:Iteration 52Q (5168.190000 sec): 3 clusters
  Score: Raw -1362913.773075 + Penalty 3092.000138 = -1359821.772937
  nChanged 44
		SP:Iteration 53Q (5168.220000 sec): 3 clusters
  Score: Raw -1362934.758857 + Penalty 3092.000138 = -1359842.758719
  nChanged 38
		SP:Iteration 54Q (5168.240000 sec): 3 clusters
  Score: Raw -1362955.951535 + Penalty 3092.000138 = -1359863.951396
  nChanged 36
		SP:Iteration 55Q (5168.270000 sec): 3 clusters
  Score: Raw -1362975.174933 + Penalty 3092.000138 = -1359883.174794
  nChanged 29
		SP:Iteration 56Q (5168.300000 sec): 3 clusters
  Score: Raw -1362991.269009 + Penalty 3092.000138 = -1359899.268871
  nChanged 32
		SP:Iteration 57Q (5168.320000 sec): 3 clusters
  Score: Raw -1363011.788228 + Penalty 3092.000138 = -1359919.788090
  nChanged 26
		SP:Iteration 58Q (5168.340000 sec): 3 clusters
  Score: Raw -1363028.695649 + Penalty 3092.000138 = -1359936.695511
  nChanged 18
		SP:Iteration 59Q (5168.370000 sec): 3 clusters
  Score: Raw -1363039.767842 + Penalty 3092.000138 = -1359947.767704
  nChanged 19
		SP:Iteration 60F (5168.400000 sec): 3 clusters
  Score: Raw -1363049.650243 + Penalty 3092.000138 = -1359957.650104
  nChanged 12
		SP:Iteration 61Q (5168.430000 sec): 3 clusters
  Score: Raw -1363055.474017 + Penalty 3092.000138 = -1359963.473879
  nChanged 8
		SP:Iteration 62Q (5168.460000 sec): 3 clusters
  Score: Raw -1363059.526772 + Penalty 3092.000138 = -1359967.526634
  nChanged 5
		SP:Iteration 63Q (5168.480000 sec): 3 clusters
  Score: Raw -1363062.413666 + Penalty 3092.000138 = -1359970.413527
  nChanged 5
		SP:Iteration 64Q (5168.510000 sec): 3 clusters
  Score: Raw -1363064.410107 + Penalty 3092.000138 = -1359972.409969
  nChanged 4
		SP:Iteration 65Q (5168.530000 sec): 3 clusters
  Score: Raw -1363066.272097 + Penalty 3092.000138 = -1359974.271958
  nChanged 2
		SP:Iteration 66Q (5168.560000 sec): 3 clusters
  Score: Raw -1363067.682045 + Penalty 3092.000138 = -1359975.681907
  nChanged 5
		SP:Iteration 67Q (5168.580000 sec): 3 clusters
  Score: Raw -1363071.066825 + Penalty 3092.000138 = -1359979.066687
  nChanged 10
		SP:Iteration 68Q (5168.610000 sec): 3 clusters
  Score: Raw -1363077.048578 + Penalty 3092.000138 = -1359985.048440
  nChanged 7
		SP:Iteration 69Q (5168.630000 sec): 3 clusters
  Score: Raw -1363080.160103 + Penalty 3092.000138 = -1359988.159965
  nChanged 4
		SP:Iteration 70Q (5168.660000 sec): 3 clusters
  Score: Raw -1363082.680847 + Penalty 3092.000138 = -1359990.680709
  nChanged 5
		SP:Iteration 71Q (5168.680000 sec): 3 clusters
  Score: Raw -1363085.106227 + Penalty 3092.000138 = -1359993.106088
  nChanged 6
		SP:Iteration 72Q (5168.710000 sec): 3 clusters
  Score: Raw -1363088.805920 + Penalty 3092.000138 = -1359996.805781
  nChanged 6
		SP:Iteration 73Q (5168.730000 sec): 3 clusters
  Score: Raw -1363092.015685 + Penalty 3092.000138 = -1360000.015546
  nChanged 7
		SP:Iteration 74Q (5168.760000 sec): 3 clusters
  Score: Raw -1363094.550534 + Penalty 3092.000138 = -1360002.550396
  nChanged 3
		SP:Iteration 75Q (5168.780000 sec): 3 clusters
  Score: Raw -1363096.272661 + Penalty 3092.000138 = -1360004.272523
  nChanged 1
		SP:Iteration 76Q (5168.810000 sec): 3 clusters
  Score: Raw -1363096.631566 + Penalty 3092.000138 = -1360004.631428
  nChanged 1
		SP:Iteration 77Q (5168.830000 sec): 3 clusters
  Score: Raw -1363096.895454 + Penalty 3092.000138 = -1360004.895315
  nChanged 1
		SP:Iteration 78Q (5168.860000 sec): 3 clusters
  Score: Raw -1363097.226738 + Penalty 3092.000138 = -1360005.226599
  nChanged 1
		SP:Iteration 79Q (5168.880000 sec): 3 clusters
  Score: Raw -1363097.584211 + Penalty 3092.000138 = -1360005.584073
  nChanged 3
		SP:Iteration 80F (5168.920000 sec): 3 clusters
  Score: Raw -1363098.606417 + Penalty 3092.000138 = -1360006.606279
  nChanged 3
		SP:Iteration 81Q (5168.940000 sec): 3 clusters
  Score: Raw -1363099.450346 + Penalty 3092.000138 = -1360007.450207
  nChanged 0
		SP:Iteration 82F (5168.980000 sec): 3 clusters
  Score: Raw -1363099.450346 + Penalty 3092.000138 = -1360007.450207
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (4265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5169.000000 sec): 2 clusters
  Score: Raw -388453.426484 + Penalty 1358.207087 = -387095.219396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5169.000000 sec): 3 clusters
  Score: Raw -386300.412751 + Penalty 2716.414174 = -383583.998576
  nChanged 1684
		SP:Iteration 1F (5169.020000 sec): 3 clusters
  Score: Raw -387341.345557 + Penalty 2716.414174 = -384624.931382
  nChanged 359
		SP:Iteration 2F (5169.030000 sec): 3 clusters
  Score: Raw -387687.168721 + Penalty 2716.414174 = -384970.754546
  nChanged 339
		SP:Iteration 3F (5169.040000 sec): 3 clusters
  Score: Raw -388066.332616 + Penalty 2716.414174 = -385349.918442
  nChanged 343
		SP:Iteration 4F (5169.050000 sec): 3 clusters
  Score: Raw -388409.618476 + Penalty 2716.414174 = -385693.204302
  nChanged 293
		SP:Iteration 5F (5169.060000 sec): 3 clusters
  Score: Raw -388654.010225 + Penalty 2716.414174 = -385937.596050
  nChanged 242
		SP:Iteration 6F (5169.070000 sec): 3 clusters
  Score: Raw -388857.577834 + Penalty 2716.414174 = -386141.163660
  nChanged 177
		SP:Iteration 7Q (5169.080000 sec): 3 clusters
  Score: Raw -388978.712365 + Penalty 2716.414174 = -386262.298190
  nChanged 131
		SP:Iteration 8Q (5169.090000 sec): 3 clusters
  Score: Raw -389067.813541 + Penalty 2716.414174 = -386351.399366
  nChanged 98
		SP:Iteration 9Q (5169.100000 sec): 3 clusters
  Score: Raw -389134.649922 + Penalty 2716.414174 = -386418.235747
  nChanged 80
		SP:Iteration 10Q (5169.110000 sec): 3 clusters
  Score: Raw -389189.563702 + Penalty 2716.414174 = -386473.149528
  nChanged 71
		SP:Iteration 11Q (5169.120000 sec): 3 clusters
  Score: Raw -389232.856056 + Penalty 2716.414174 = -386516.441882
  nChanged 60
		SP:Iteration 12Q (5169.130000 sec): 3 clusters
  Score: Raw -389266.962184 + Penalty 2716.414174 = -386550.548010
  nChanged 57
		SP:Iteration 13Q (5169.140000 sec): 3 clusters
  Score: Raw -389305.012274 + Penalty 2716.414174 = -386588.598100
  nChanged 56
		SP:Iteration 14Q (5169.150000 sec): 3 clusters
  Score: Raw -389345.473768 + Penalty 2716.414174 = -386629.059594
  nChanged 67
		SP:Iteration 15Q (5169.160000 sec): 3 clusters
  Score: Raw -389390.986631 + Penalty 2716.414174 = -386674.572456
  nChanged 66
		SP:Iteration 16Q (5169.170000 sec): 3 clusters
  Score: Raw -389439.688923 + Penalty 2716.414174 = -386723.274748
  nChanged 77
		SP:Iteration 17Q (5169.180000 sec): 3 clusters
  Score: Raw -389504.046555 + Penalty 2716.414174 = -386787.632381
  nChanged 85
		SP:Iteration 18Q (5169.190000 sec): 3 clusters
  Score: Raw -389576.791936 + Penalty 2716.414174 = -386860.377762
  nChanged 105
		SP:Iteration 19Q (5169.200000 sec): 3 clusters
  Score: Raw -389677.553892 + Penalty 2716.414174 = -386961.139718
  nChanged 115
		SP:Iteration 20F (5169.210000 sec): 3 clusters
  Score: Raw -389801.068226 + Penalty 2716.414174 = -387084.654052
  nChanged 123
		SP:Iteration 21Q (5169.220000 sec): 3 clusters
  Score: Raw -389977.609823 + Penalty 2716.414174 = -387261.195648
  nChanged 148
		SP:Iteration 22Q (5169.230000 sec): 3 clusters
  Score: Raw -390266.651795 + Penalty 2716.414174 = -387550.237620
  nChanged 180
		SP:Iteration 23Q (5169.240000 sec): 3 clusters
  Score: Raw -390746.028784 + Penalty 2716.414174 = -388029.614610
  nChanged 153
		SP:Iteration 24Q (5169.250000 sec): 3 clusters
  Score: Raw -391039.649255 + Penalty 2716.414174 = -388323.235081
  nChanged 86
		SP:Iteration 25Q (5169.260000 sec): 3 clusters
  Score: Raw -391122.941552 + Penalty 2716.414174 = -388406.527378
  nChanged 49
		SP:Iteration 26Q (5169.270000 sec): 3 clusters
  Score: Raw -391178.786691 + Penalty 2716.414174 = -388462.372516
  nChanged 41
		SP:Iteration 27Q (5169.280000 sec): 3 clusters
  Score: Raw -391235.131383 + Penalty 2716.414174 = -388518.717208
  nChanged 25
		SP:Iteration 28Q (5169.280000 sec): 3 clusters
  Score: Raw -391258.710889 + Penalty 2716.414174 = -388542.296714
  nChanged 21
		SP:Iteration 29Q (5169.290000 sec): 3 clusters
  Score: Raw -391281.857328 + Penalty 2716.414174 = -388565.443153
  nChanged 22
		SP:Iteration 30Q (5169.300000 sec): 3 clusters
  Score: Raw -391307.688540 + Penalty 2716.414174 = -388591.274365
  nChanged 19
		SP:Iteration 31Q (5169.310000 sec): 3 clusters
  Score: Raw -391329.681087 + Penalty 2716.414174 = -388613.266913
  nChanged 15
		SP:Iteration 32Q (5169.320000 sec): 3 clusters
  Score: Raw -391353.489849 + Penalty 2716.414174 = -388637.075674
  nChanged 14
		SP:Iteration 33Q (5169.320000 sec): 3 clusters
  Score: Raw -391373.509996 + Penalty 2716.414174 = -388657.095822
  nChanged 10
		SP:Iteration 34Q (5169.330000 sec): 3 clusters
  Score: Raw -391387.120261 + Penalty 2716.414174 = -388670.706086
  nChanged 8
		SP:Iteration 35Q (5169.340000 sec): 3 clusters
  Score: Raw -391401.548012 + Penalty 2716.414174 = -388685.133838
  nChanged 11
		SP:Iteration 36Q (5169.350000 sec): 3 clusters
  Score: Raw -391413.693719 + Penalty 2716.414174 = -388697.279544
  nChanged 13
		SP:Iteration 37Q (5169.360000 sec): 3 clusters
  Score: Raw -391420.821689 + Penalty 2716.414174 = -388704.407515
  nChanged 2
		SP:Iteration 38Q (5169.360000 sec): 3 clusters
  Score: Raw -391423.328209 + Penalty 2716.414174 = -388706.914035
  nChanged 2
		SP:Iteration 39Q (5169.370000 sec): 3 clusters
  Score: Raw -391425.207200 + Penalty 2716.414174 = -388708.793026
  nChanged 1
		SP:Iteration 40F (5169.380000 sec): 3 clusters
  Score: Raw -391431.674521 + Penalty 2716.414174 = -388715.260347
  nChanged 4
		SP:Iteration 41Q (5169.390000 sec): 3 clusters
  Score: Raw -391435.231969 + Penalty 2716.414174 = -388718.817794
  nChanged 5
		SP:Iteration 42Q (5169.400000 sec): 3 clusters
  Score: Raw -391438.046494 + Penalty 2716.414174 = -388721.632319
  nChanged 6
		SP:Iteration 43Q (5169.400000 sec): 3 clusters
  Score: Raw -391441.635229 + Penalty 2716.414174 = -388725.221054
  nChanged 6
		SP:Iteration 44Q (5169.410000 sec): 3 clusters
  Score: Raw -391445.525485 + Penalty 2716.414174 = -388729.111310
  nChanged 7
		SP:Iteration 45Q (5169.420000 sec): 3 clusters
  Score: Raw -391450.600604 + Penalty 2716.414174 = -388734.186430
  nChanged 10
		SP:Iteration 46Q (5169.430000 sec): 3 clusters
  Score: Raw -391460.040664 + Penalty 2716.414174 = -388743.626490
  nChanged 10
		SP:Iteration 47Q (5169.440000 sec): 3 clusters
  Score: Raw -391468.885256 + Penalty 2716.414174 = -388752.471081
  nChanged 9
		SP:Iteration 48Q (5169.440000 sec): 3 clusters
  Score: Raw -391476.206467 + Penalty 2716.414174 = -388759.792292
  nChanged 12
		SP:Iteration 49Q (5169.450000 sec): 3 clusters
  Score: Raw -391489.149161 + Penalty 2716.414174 = -388772.734987
  nChanged 5
		SP:Iteration 50Q (5169.460000 sec): 3 clusters
  Score: Raw -391492.768251 + Penalty 2716.414174 = -388776.354076
  nChanged 1
		SP:Iteration 51Q (5169.470000 sec): 3 clusters
  Score: Raw -391493.004430 + Penalty 2716.414174 = -388776.590256
  nChanged 1
		SP:Iteration 52Q (5169.480000 sec): 3 clusters
  Score: Raw -391493.260957 + Penalty 2716.414174 = -388776.846782
  nChanged 0
		SP:Iteration 53F (5169.480000 sec): 3 clusters
  Score: Raw -391493.260957 + Penalty 2716.414174 = -388776.846782
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (29208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5169.580000 sec): 2 clusters
  Score: Raw -2760926.370231 + Penalty 1670.857163 = -2759255.513068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5169.660000 sec): 3 clusters
  Score: Raw -2742898.485641 + Penalty 3341.714325 = -2739556.771316
  nChanged 13525
		SP:Iteration 1F (5169.740000 sec): 3 clusters
  Score: Raw -2750669.485267 + Penalty 3341.714325 = -2747327.770942
  nChanged 1644
		SP:Iteration 2F (5169.820000 sec): 3 clusters
  Score: Raw -2751373.127154 + Penalty 3341.714325 = -2748031.412829
  nChanged 1501
		SP:Iteration 3F (5169.900000 sec): 3 clusters
  Score: Raw -2752048.516465 + Penalty 3341.714325 = -2748706.802140
  nChanged 1472
		SP:Iteration 4F (5169.980000 sec): 3 clusters
  Score: Raw -2752734.822632 + Penalty 3341.714325 = -2749393.108307
  nChanged 1487
		SP:Iteration 5F (5170.050000 sec): 3 clusters
  Score: Raw -2753418.873890 + Penalty 3341.714325 = -2750077.159565
  nChanged 1447
		SP:Iteration 6Q (5170.130000 sec): 3 clusters
  Score: Raw -2754117.363248 + Penalty 3341.714325 = -2750775.648923
  nChanged 1370
		SP:Iteration 7Q (5170.210000 sec): 3 clusters
  Score: Raw -2754772.393825 + Penalty 3341.714325 = -2751430.679500
  nChanged 1268
		SP:Iteration 8Q (5170.290000 sec): 3 clusters
  Score: Raw -2755465.727744 + Penalty 3341.714325 = -2752124.013419
  nChanged 1259
		SP:Iteration 9Q (5170.370000 sec): 3 clusters
  Score: Raw -2756208.101083 + Penalty 3341.714325 = -2752866.386758
  nChanged 1240
		SP:Iteration 10Q (5170.450000 sec): 3 clusters
  Score: Raw -2756941.779150 + Penalty 3341.714325 = -2753600.064825
  nChanged 1172
		SP:Iteration 11Q (5170.520000 sec): 3 clusters
  Score: Raw -2757649.845169 + Penalty 3341.714325 = -2754308.130844
  nChanged 1061
		SP:Iteration 12Q (5170.600000 sec): 3 clusters
  Score: Raw -2758209.677121 + Penalty 3341.714325 = -2754867.962796
  nChanged 839
		SP:Iteration 13Q (5170.670000 sec): 3 clusters
  Score: Raw -2758632.939986 + Penalty 3341.714325 = -2755291.225661
  nChanged 710
		SP:Iteration 14Q (5170.750000 sec): 3 clusters
  Score: Raw -2759017.234002 + Penalty 3341.714325 = -2755675.519677
  nChanged 614
		SP:Iteration 15Q (5170.820000 sec): 3 clusters
  Score: Raw -2759345.779115 + Penalty 3341.714325 = -2756004.064790
  nChanged 540
		SP:Iteration 16Q (5170.890000 sec): 3 clusters
  Score: Raw -2759628.114775 + Penalty 3341.714325 = -2756286.400450
  nChanged 512
		SP:Iteration 17Q (5170.960000 sec): 3 clusters
  Score: Raw -2759854.335987 + Penalty 3341.714325 = -2756512.621662
  nChanged 392
		SP:Iteration 18Q (5171.030000 sec): 3 clusters
  Score: Raw -2760011.751426 + Penalty 3341.714325 = -2756670.037101
  nChanged 335
		SP:Iteration 19Q (5171.100000 sec): 3 clusters
  Score: Raw -2760134.517066 + Penalty 3341.714325 = -2756792.802741
  nChanged 298
		SP:Iteration 20F (5171.180000 sec): 3 clusters
  Score: Raw -2760245.055538 + Penalty 3341.714325 = -2756903.341213
  nChanged 290
		SP:Iteration 21Q (5171.240000 sec): 3 clusters
  Score: Raw -2760333.705702 + Penalty 3341.714325 = -2756991.991377
  nChanged 234
		SP:Iteration 22Q (5171.310000 sec): 3 clusters
  Score: Raw -2760392.102793 + Penalty 3341.714325 = -2757050.388468
  nChanged 172
		SP:Iteration 23Q (5171.380000 sec): 3 clusters
  Score: Raw -2760426.106881 + Penalty 3341.714325 = -2757084.392556
  nChanged 154
		SP:Iteration 24Q (5171.450000 sec): 3 clusters
  Score: Raw -2760454.264774 + Penalty 3341.714325 = -2757112.550449
  nChanged 131
		SP:Iteration 25Q (5171.520000 sec): 3 clusters
  Score: Raw -2760473.250132 + Penalty 3341.714325 = -2757131.535807
  nChanged 101
		SP:Iteration 26Q (5171.590000 sec): 3 clusters
  Score: Raw -2760486.321008 + Penalty 3341.714325 = -2757144.606683
  nChanged 96
		SP:Iteration 27Q (5171.650000 sec): 3 clusters
  Score: Raw -2760500.829111 + Penalty 3341.714325 = -2757159.114786
  nChanged 105
		SP:Iteration 28Q (5171.720000 sec): 3 clusters
  Score: Raw -2760517.235203 + Penalty 3341.714325 = -2757175.520878
  nChanged 95
		SP:Iteration 29Q (5171.790000 sec): 3 clusters
  Score: Raw -2760532.826746 + Penalty 3341.714325 = -2757191.112421
  nChanged 99
		SP:Iteration 30Q (5171.860000 sec): 3 clusters
  Score: Raw -2760550.644157 + Penalty 3341.714325 = -2757208.929832
  nChanged 100
		SP:Iteration 31Q (5171.920000 sec): 3 clusters
  Score: Raw -2760568.619757 + Penalty 3341.714325 = -2757226.905432
  nChanged 109
		SP:Iteration 32Q (5171.990000 sec): 3 clusters
  Score: Raw -2760586.136596 + Penalty 3341.714325 = -2757244.422271
  nChanged 96
		SP:Iteration 33Q (5172.060000 sec): 3 clusters
  Score: Raw -2760603.694656 + Penalty 3341.714325 = -2757261.980331
  nChanged 108
		SP:Iteration 34Q (5172.120000 sec): 3 clusters
  Score: Raw -2760625.867288 + Penalty 3341.714325 = -2757284.152963
  nChanged 123
		SP:Iteration 35Q (5172.190000 sec): 3 clusters
  Score: Raw -2760656.786556 + Penalty 3341.714325 = -2757315.072230
  nChanged 150
		SP:Iteration 36Q (5172.260000 sec): 3 clusters
  Score: Raw -2760704.746271 + Penalty 3341.714325 = -2757363.031946
  nChanged 159
		SP:Iteration 37Q (5172.320000 sec): 3 clusters
  Score: Raw -2760762.196975 + Penalty 3341.714325 = -2757420.482650
  nChanged 170
		SP:Iteration 38Q (5172.390000 sec): 3 clusters
  Score: Raw -2760820.494606 + Penalty 3341.714325 = -2757478.780281
  nChanged 189
		SP:Iteration 39Q (5172.450000 sec): 3 clusters
  Score: Raw -2760887.739872 + Penalty 3341.714325 = -2757546.025547
  nChanged 190
		SP:Iteration 40F (5172.530000 sec): 3 clusters
  Score: Raw -2760955.169205 + Penalty 3341.714325 = -2757613.454879
  nChanged 173
		SP:Iteration 41Q (5172.590000 sec): 3 clusters
  Score: Raw -2761014.298221 + Penalty 3341.714325 = -2757672.583896
  nChanged 169
		SP:Iteration 42Q (5172.660000 sec): 3 clusters
  Score: Raw -2761074.162112 + Penalty 3341.714325 = -2757732.447787
  nChanged 175
		SP:Iteration 43Q (5172.720000 sec): 3 clusters
  Score: Raw -2761127.979246 + Penalty 3341.714325 = -2757786.264921
  nChanged 163
		SP:Iteration 44Q (5172.780000 sec): 3 clusters
  Score: Raw -2761169.045677 + Penalty 3341.714325 = -2757827.331352
  nChanged 157
		SP:Iteration 45Q (5172.840000 sec): 3 clusters
  Score: Raw -2761206.762809 + Penalty 3341.714325 = -2757865.048484
  nChanged 113
		SP:Iteration 46Q (5172.910000 sec): 3 clusters
  Score: Raw -2761228.038019 + Penalty 3341.714325 = -2757886.323694
  nChanged 109
		SP:Iteration 47Q (5172.970000 sec): 3 clusters
  Score: Raw -2761247.977647 + Penalty 3341.714325 = -2757906.263322
  nChanged 98
		SP:Iteration 48Q (5173.040000 sec): 3 clusters
  Score: Raw -2761271.453664 + Penalty 3341.714325 = -2757929.739339
  nChanged 127
		SP:Iteration 49Q (5173.100000 sec): 3 clusters
  Score: Raw -2761303.623493 + Penalty 3341.714325 = -2757961.909168
  nChanged 131
		SP:Iteration 50Q (5173.160000 sec): 3 clusters
  Score: Raw -2761338.663986 + Penalty 3341.714325 = -2757996.949661
  nChanged 137
		SP:Iteration 51Q (5173.220000 sec): 3 clusters
  Score: Raw -2761371.456305 + Penalty 3341.714325 = -2758029.741980
  nChanged 132
		SP:Iteration 52Q (5173.280000 sec): 3 clusters
  Score: Raw -2761408.769413 + Penalty 3341.714325 = -2758067.055088
  nChanged 128
		SP:Iteration 53Q (5173.350000 sec): 3 clusters
  Score: Raw -2761442.972403 + Penalty 3341.714325 = -2758101.258078
  nChanged 132
		SP:Iteration 54Q (5173.410000 sec): 3 clusters
  Score: Raw -2761475.594441 + Penalty 3341.714325 = -2758133.880116
  nChanged 127
		SP:Iteration 55Q (5173.470000 sec): 3 clusters
  Score: Raw -2761505.692518 + Penalty 3341.714325 = -2758163.978193
  nChanged 104
		SP:Iteration 56Q (5173.530000 sec): 3 clusters
  Score: Raw -2761528.404732 + Penalty 3341.714325 = -2758186.690407
  nChanged 103
		SP:Iteration 57Q (5173.590000 sec): 3 clusters
  Score: Raw -2761549.493936 + Penalty 3341.714325 = -2758207.779610
  nChanged 100
		SP:Iteration 58Q (5173.660000 sec): 3 clusters
  Score: Raw -2761570.202163 + Penalty 3341.714325 = -2758228.487838
  nChanged 84
		SP:Iteration 59Q (5173.720000 sec): 3 clusters
  Score: Raw -2761587.937074 + Penalty 3341.714325 = -2758246.222749
  nChanged 81
		SP:Iteration 60F (5173.790000 sec): 3 clusters
  Score: Raw -2761605.142118 + Penalty 3341.714325 = -2758263.427793
  nChanged 82
		SP:Iteration 61Q (5173.850000 sec): 3 clusters
  Score: Raw -2761624.217403 + Penalty 3341.714325 = -2758282.503078
  nChanged 75
		SP:Iteration 62Q (5173.910000 sec): 3 clusters
  Score: Raw -2761640.513604 + Penalty 3341.714325 = -2758298.799279
  nChanged 69
		SP:Iteration 63Q (5173.970000 sec): 3 clusters
  Score: Raw -2761654.256009 + Penalty 3341.714325 = -2758312.541683
  nChanged 63
		SP:Iteration 64Q (5174.030000 sec): 3 clusters
  Score: Raw -2761664.898033 + Penalty 3341.714325 = -2758323.183708
  nChanged 53
		SP:Iteration 65Q (5174.090000 sec): 3 clusters
  Score: Raw -2761674.466975 + Penalty 3341.714325 = -2758332.752650
  nChanged 43
		SP:Iteration 66Q (5174.150000 sec): 3 clusters
  Score: Raw -2761680.831119 + Penalty 3341.714325 = -2758339.116794
  nChanged 37
		SP:Iteration 67Q (5174.210000 sec): 3 clusters
  Score: Raw -2761686.534978 + Penalty 3341.714325 = -2758344.820653
  nChanged 33
		SP:Iteration 68Q (5174.270000 sec): 3 clusters
  Score: Raw -2761692.147915 + Penalty 3341.714325 = -2758350.433590
  nChanged 37
		SP:Iteration 69Q (5174.330000 sec): 3 clusters
  Score: Raw -2761698.129156 + Penalty 3341.714325 = -2758356.414831
  nChanged 31
		SP:Iteration 70Q (5174.390000 sec): 3 clusters
  Score: Raw -2761703.808574 + Penalty 3341.714325 = -2758362.094249
  nChanged 33
		SP:Iteration 71Q (5174.450000 sec): 3 clusters
  Score: Raw -2761709.917371 + Penalty 3341.714325 = -2758368.203046
  nChanged 30
		SP:Iteration 72Q (5174.510000 sec): 3 clusters
  Score: Raw -2761715.109869 + Penalty 3341.714325 = -2758373.395544
  nChanged 31
		SP:Iteration 73Q (5174.570000 sec): 3 clusters
  Score: Raw -2761721.521721 + Penalty 3341.714325 = -2758379.807395
  nChanged 31
		SP:Iteration 74Q (5174.630000 sec): 3 clusters
  Score: Raw -2761726.997209 + Penalty 3341.714325 = -2758385.282883
  nChanged 33
		SP:Iteration 75Q (5174.680000 sec): 3 clusters
  Score: Raw -2761732.074576 + Penalty 3341.714325 = -2758390.360251
  nChanged 31
		SP:Iteration 76Q (5174.740000 sec): 3 clusters
  Score: Raw -2761736.216710 + Penalty 3341.714325 = -2758394.502385
  nChanged 26
		SP:Iteration 77Q (5174.810000 sec): 3 clusters
  Score: Raw -2761739.939014 + Penalty 3341.714325 = -2758398.224689
  nChanged 24
		SP:Iteration 78Q (5174.870000 sec): 3 clusters
  Score: Raw -2761743.374807 + Penalty 3341.714325 = -2758401.660482
  nChanged 16
		SP:Iteration 79Q (5174.930000 sec): 3 clusters
  Score: Raw -2761745.705694 + Penalty 3341.714325 = -2758403.991369
  nChanged 11
		SP:Iteration 80F (5175.010000 sec): 3 clusters
  Score: Raw -2761747.223747 + Penalty 3341.714325 = -2758405.509422
  nChanged 11
		SP:Iteration 81Q (5175.070000 sec): 3 clusters
  Score: Raw -2761748.643590 + Penalty 3341.714325 = -2758406.929265
  nChanged 7
		SP:Iteration 82Q (5175.130000 sec): 3 clusters
  Score: Raw -2761749.595824 + Penalty 3341.714325 = -2758407.881499
  nChanged 9
		SP:Iteration 83Q (5175.190000 sec): 3 clusters
  Score: Raw -2761750.679466 + Penalty 3341.714325 = -2758408.965141
  nChanged 7
		SP:Iteration 84Q (5175.240000 sec): 3 clusters
  Score: Raw -2761751.470137 + Penalty 3341.714325 = -2758409.755812
  nChanged 8
		SP:Iteration 85Q (5175.310000 sec): 3 clusters
  Score: Raw -2761752.237166 + Penalty 3341.714325 = -2758410.522841
  nChanged 7
		SP:Iteration 86Q (5175.360000 sec): 3 clusters
  Score: Raw -2761753.045754 + Penalty 3341.714325 = -2758411.331429
  nChanged 4
		SP:Iteration 87Q (5175.420000 sec): 3 clusters
  Score: Raw -2761753.404167 + Penalty 3341.714325 = -2758411.689842
  nChanged 3
		SP:Iteration 88Q (5175.480000 sec): 3 clusters
  Score: Raw -2761753.642325 + Penalty 3341.714325 = -2758411.928000
  nChanged 2
		SP:Iteration 89Q (5175.540000 sec): 3 clusters
  Score: Raw -2761753.740446 + Penalty 3341.714325 = -2758412.026120
  nChanged 1
		SP:Iteration 90Q (5175.600000 sec): 3 clusters
  Score: Raw -2761753.774590 + Penalty 3341.714325 = -2758412.060265
  nChanged 0
		SP:Iteration 91F (5175.680000 sec): 3 clusters
  Score: Raw -2761753.774590 + Penalty 3341.714325 = -2758412.060265
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (12106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5175.720000 sec): 2 clusters
  Score: Raw -1244187.547960 + Penalty 1527.736677 = -1242659.811282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5175.760000 sec): 3 clusters
  Score: Raw -1237223.683462 + Penalty 3055.473355 = -1234168.210107
  nChanged 5197
		SP:Iteration 1F (5175.790000 sec): 3 clusters
  Score: Raw -1240028.049458 + Penalty 3055.473355 = -1236972.576104
  nChanged 713
		SP:Iteration 2F (5175.820000 sec): 3 clusters
  Score: Raw -1240312.735091 + Penalty 3055.473355 = -1237257.261737
  nChanged 597
		SP:Iteration 3Q (5175.850000 sec): 3 clusters
  Score: Raw -1240575.239641 + Penalty 3055.473355 = -1237519.766286
  nChanged 583
		SP:Iteration 4Q (5175.880000 sec): 3 clusters
  Score: Raw -1240849.445787 + Penalty 3055.473355 = -1237793.972432
  nChanged 655
		SP:Iteration 5F (5175.910000 sec): 3 clusters
  Score: Raw -1241263.001033 + Penalty 3055.473355 = -1238207.527678
  nChanged 827
		SP:Iteration 6F (5175.940000 sec): 3 clusters
  Score: Raw -1241915.098738 + Penalty 3055.473355 = -1238859.625383
  nChanged 893
		SP:Iteration 7F (5175.970000 sec): 3 clusters
  Score: Raw -1242748.065965 + Penalty 3055.473355 = -1239692.592610
  nChanged 897
		SP:Iteration 8F (5176.000000 sec): 3 clusters
  Score: Raw -1243557.402731 + Penalty 3055.473355 = -1240501.929376
  nChanged 668
		SP:Iteration 9F (5176.030000 sec): 3 clusters
  Score: Raw -1244072.483578 + Penalty 3055.473355 = -1241017.010223
  nChanged 404
		SP:Iteration 10Q (5176.060000 sec): 3 clusters
  Score: Raw -1244328.369303 + Penalty 3055.473355 = -1241272.895949
  nChanged 247
		SP:Iteration 11Q (5176.090000 sec): 3 clusters
  Score: Raw -1244492.105761 + Penalty 3055.473355 = -1241436.632406
  nChanged 179
		SP:Iteration 12Q (5176.120000 sec): 3 clusters
  Score: Raw -1244614.230525 + Penalty 3055.473355 = -1241558.757170
  nChanged 149
		SP:Iteration 13Q (5176.150000 sec): 3 clusters
  Score: Raw -1244740.483952 + Penalty 3055.473355 = -1241685.010597
  nChanged 133
		SP:Iteration 14Q (5176.180000 sec): 3 clusters
  Score: Raw -1244844.495380 + Penalty 3055.473355 = -1241789.022025
  nChanged 129
		SP:Iteration 15Q (5176.200000 sec): 3 clusters
  Score: Raw -1244942.899989 + Penalty 3055.473355 = -1241887.426634
  nChanged 112
		SP:Iteration 16Q (5176.230000 sec): 3 clusters
  Score: Raw -1245028.266675 + Penalty 3055.473355 = -1241972.793320
  nChanged 104
		SP:Iteration 17Q (5176.250000 sec): 3 clusters
  Score: Raw -1245087.252353 + Penalty 3055.473355 = -1242031.778998
  nChanged 87
		SP:Iteration 18Q (5176.280000 sec): 3 clusters
  Score: Raw -1245130.134604 + Penalty 3055.473355 = -1242074.661249
  nChanged 68
		SP:Iteration 19Q (5176.300000 sec): 3 clusters
  Score: Raw -1245160.506548 + Penalty 3055.473355 = -1242105.033194
  nChanged 51
		SP:Iteration 20F (5176.330000 sec): 3 clusters
  Score: Raw -1245179.917163 + Penalty 3055.473355 = -1242124.443808
  nChanged 48
		SP:Iteration 21Q (5176.360000 sec): 3 clusters
  Score: Raw -1245193.686496 + Penalty 3055.473355 = -1242138.213141
  nChanged 42
		SP:Iteration 22Q (5176.380000 sec): 3 clusters
  Score: Raw -1245203.902508 + Penalty 3055.473355 = -1242148.429153
  nChanged 28
		SP:Iteration 23Q (5176.400000 sec): 3 clusters
  Score: Raw -1245210.912494 + Penalty 3055.473355 = -1242155.439139
  nChanged 20
		SP:Iteration 24Q (5176.430000 sec): 3 clusters
  Score: Raw -1245215.264312 + Penalty 3055.473355 = -1242159.790958
  nChanged 9
		SP:Iteration 25Q (5176.450000 sec): 3 clusters
  Score: Raw -1245216.907222 + Penalty 3055.473355 = -1242161.433867
  nChanged 8
		SP:Iteration 26Q (5176.480000 sec): 3 clusters
  Score: Raw -1245217.899822 + Penalty 3055.473355 = -1242162.426467
  nChanged 9
		SP:Iteration 27Q (5176.500000 sec): 3 clusters
  Score: Raw -1245219.044406 + Penalty 3055.473355 = -1242163.571051
  nChanged 8
		SP:Iteration 28Q (5176.520000 sec): 3 clusters
  Score: Raw -1245219.692297 + Penalty 3055.473355 = -1242164.218942
  nChanged 4
		SP:Iteration 29Q (5176.550000 sec): 3 clusters
  Score: Raw -1245220.062219 + Penalty 3055.473355 = -1242164.588864
  nChanged 1
		SP:Iteration 30Q (5176.580000 sec): 3 clusters
  Score: Raw -1245220.131533 + Penalty 3055.473355 = -1242164.658178
  nChanged 0
		SP:Iteration 31F (5176.600000 sec): 3 clusters
  Score: Raw -1245220.131533 + Penalty 3055.473355 = -1242164.658178
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5176.620000 sec): 2 clusters
  Score: Raw -152449.862387 + Penalty 1194.875812 = -151254.986575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5176.620000 sec): 3 clusters
  Score: Raw -151836.848485 + Penalty 2389.751624 = -149447.096861
  nChanged 545
		SP:Iteration 1F (5176.620000 sec): 3 clusters
  Score: Raw -152360.704135 + Penalty 2389.751624 = -149970.952511
  nChanged 157
		SP:Iteration 2F (5176.630000 sec): 3 clusters
  Score: Raw -152607.216388 + Penalty 2389.751624 = -150217.464763
  nChanged 121
		SP:Iteration 3F (5176.630000 sec): 3 clusters
  Score: Raw -152763.159944 + Penalty 2389.751624 = -150373.408319
  nChanged 86
		SP:Iteration 4F (5176.640000 sec): 3 clusters
  Score: Raw -152852.399705 + Penalty 2389.751624 = -150462.648081
  nChanged 59
		SP:Iteration 5Q (5176.640000 sec): 3 clusters
  Score: Raw -152915.551288 + Penalty 2389.751624 = -150525.799664
  nChanged 58
		SP:Iteration 6Q (5176.640000 sec): 3 clusters
  Score: Raw -152977.801337 + Penalty 2389.751624 = -150588.049713
  nChanged 46
		SP:Iteration 7Q (5176.650000 sec): 3 clusters
  Score: Raw -153033.478128 + Penalty 2389.751624 = -150643.726503
  nChanged 39
		SP:Iteration 8Q (5176.650000 sec): 3 clusters
  Score: Raw -153079.279017 + Penalty 2389.751624 = -150689.527393
  nChanged 27
		SP:Iteration 9Q (5176.660000 sec): 3 clusters
  Score: Raw -153108.526627 + Penalty 2389.751624 = -150718.775003
  nChanged 20
		SP:Iteration 10Q (5176.660000 sec): 3 clusters
  Score: Raw -153127.183246 + Penalty 2389.751624 = -150737.431622
  nChanged 17
		SP:Iteration 11Q (5176.660000 sec): 3 clusters
  Score: Raw -153143.652101 + Penalty 2389.751624 = -150753.900477
  nChanged 8
		SP:Iteration 12Q (5176.660000 sec): 3 clusters
  Score: Raw -153148.284894 + Penalty 2389.751624 = -150758.533269
  nChanged 5
		SP:Iteration 13Q (5176.670000 sec): 3 clusters
  Score: Raw -153152.549275 + Penalty 2389.751624 = -150762.797651
  nChanged 9
		SP:Iteration 14Q (5176.670000 sec): 3 clusters
  Score: Raw -153159.902047 + Penalty 2389.751624 = -150770.150423
  nChanged 7
		SP:Iteration 15Q (5176.680000 sec): 3 clusters
  Score: Raw -153167.116218 + Penalty 2389.751624 = -150777.364594
  nChanged 8
		SP:Iteration 16Q (5176.680000 sec): 3 clusters
  Score: Raw -153175.928033 + Penalty 2389.751624 = -150786.176409
  nChanged 11
		SP:Iteration 17Q (5176.680000 sec): 3 clusters
  Score: Raw -153190.999766 + Penalty 2389.751624 = -150801.248141
  nChanged 14
		SP:Iteration 18Q (5176.680000 sec): 3 clusters
  Score: Raw -153205.563795 + Penalty 2389.751624 = -150815.812171
  nChanged 7
		SP:Iteration 19Q (5176.690000 sec): 3 clusters
  Score: Raw -153211.471049 + Penalty 2389.751624 = -150821.719425
  nChanged 7
		SP:Iteration 20F (5176.690000 sec): 3 clusters
  Score: Raw -153216.643210 + Penalty 2389.751624 = -150826.891586
  nChanged 3
		SP:Iteration 21Q (5176.700000 sec): 3 clusters
  Score: Raw -153218.927332 + Penalty 2389.751624 = -150829.175708
  nChanged 3
		SP:Iteration 22Q (5176.700000 sec): 3 clusters
  Score: Raw -153224.866564 + Penalty 2389.751624 = -150835.114939
  nChanged 0
		SP:Iteration 23F (5176.700000 sec): 3 clusters
  Score: Raw -153224.866564 + Penalty 2389.751624 = -150835.114939
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5176.710000 sec): 2 clusters
  Score: Raw -237278.742874 + Penalty 1282.523457 = -235996.219417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5176.720000 sec): 3 clusters
  Score: Raw -236046.661288 + Penalty 2565.046914 = -233481.614374
  nChanged 1020
		SP:Iteration 1F (5176.730000 sec): 3 clusters
  Score: Raw -236937.975576 + Penalty 2565.046914 = -234372.928662
  nChanged 317
		SP:Iteration 2F (5176.730000 sec): 3 clusters
  Score: Raw -237428.011195 + Penalty 2565.046914 = -234862.964281
  nChanged 264
		SP:Iteration 3F (5176.740000 sec): 3 clusters
  Score: Raw -237813.192825 + Penalty 2565.046914 = -235248.145911
  nChanged 219
		SP:Iteration 4F (5176.750000 sec): 3 clusters
  Score: Raw -238076.015791 + Penalty 2565.046914 = -235510.968877
  nChanged 148
		SP:Iteration 5F (5176.750000 sec): 3 clusters
  Score: Raw -238221.596590 + Penalty 2565.046914 = -235656.549675
  nChanged 96
		SP:Iteration 6Q (5176.760000 sec): 3 clusters
  Score: Raw -238293.081249 + Penalty 2565.046914 = -235728.034335
  nChanged 59
		SP:Iteration 7Q (5176.760000 sec): 3 clusters
  Score: Raw -238329.865973 + Penalty 2565.046914 = -235764.819059
  nChanged 41
		SP:Iteration 8Q (5176.770000 sec): 3 clusters
  Score: Raw -238350.156714 + Penalty 2565.046914 = -235785.109800
  nChanged 22
		SP:Iteration 9Q (5176.780000 sec): 3 clusters
  Score: Raw -238358.488596 + Penalty 2565.046914 = -235793.441682
  nChanged 16
		SP:Iteration 10Q (5176.780000 sec): 3 clusters
  Score: Raw -238364.653097 + Penalty 2565.046914 = -235799.606183
  nChanged 15
		SP:Iteration 11Q (5176.790000 sec): 3 clusters
  Score: Raw -238371.048130 + Penalty 2565.046914 = -235806.001215
  nChanged 16
		SP:Iteration 12Q (5176.800000 sec): 3 clusters
  Score: Raw -238380.477744 + Penalty 2565.046914 = -235815.430829
  nChanged 13
		SP:Iteration 13Q (5176.800000 sec): 3 clusters
  Score: Raw -238388.304715 + Penalty 2565.046914 = -235823.257801
  nChanged 11
		SP:Iteration 14Q (5176.810000 sec): 3 clusters
  Score: Raw -238396.830282 + Penalty 2565.046914 = -235831.783368
  nChanged 9
		SP:Iteration 15Q (5176.820000 sec): 3 clusters
  Score: Raw -238400.087755 + Penalty 2565.046914 = -235835.040841
  nChanged 2
		SP:Iteration 16Q (5176.820000 sec): 3 clusters
  Score: Raw -238401.059910 + Penalty 2565.046914 = -235836.012996
  nChanged 2
		SP:Iteration 17Q (5176.830000 sec): 3 clusters
  Score: Raw -238401.754370 + Penalty 2565.046914 = -235836.707456
  nChanged 1
		SP:Iteration 18Q (5176.830000 sec): 3 clusters
  Score: Raw -238401.988097 + Penalty 2565.046914 = -235836.941183
  nChanged 0
		SP:Iteration 19F (5176.840000 sec): 3 clusters
  Score: Raw -238401.988097 + Penalty 2565.046914 = -235836.941183
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5176.860000 sec): 2 clusters
  Score: Raw -648617.037022 + Penalty 1429.577073 = -647187.459948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5176.880000 sec): 3 clusters
  Score: Raw -645054.025213 + Penalty 2859.154147 = -642194.871066
  nChanged 2750
		SP:Iteration 1F (5176.900000 sec): 3 clusters
  Score: Raw -646588.263099 + Penalty 2859.154147 = -643729.108953
  nChanged 467
		SP:Iteration 2F (5176.910000 sec): 3 clusters
  Score: Raw -646829.927115 + Penalty 2859.154147 = -643970.772968
  nChanged 388
		SP:Iteration 3F (5176.930000 sec): 3 clusters
  Score: Raw -647004.929191 + Penalty 2859.154147 = -644145.775044
  nChanged 325
		SP:Iteration 4Q (5176.940000 sec): 3 clusters
  Score: Raw -647152.903492 + Penalty 2859.154147 = -644293.749346
  nChanged 303
		SP:Iteration 5Q (5176.960000 sec): 3 clusters
  Score: Raw -647312.391619 + Penalty 2859.154147 = -644453.237473
  nChanged 322
		SP:Iteration 6Q (5176.980000 sec): 3 clusters
  Score: Raw -647491.050077 + Penalty 2859.154147 = -644631.895931
  nChanged 311
		SP:Iteration 7Q (5176.990000 sec): 3 clusters
  Score: Raw -647666.833960 + Penalty 2859.154147 = -644807.679813
  nChanged 281
		SP:Iteration 8Q (5177.010000 sec): 3 clusters
  Score: Raw -647817.850512 + Penalty 2859.154147 = -644958.696366
  nChanged 242
		SP:Iteration 9Q (5177.030000 sec): 3 clusters
  Score: Raw -647946.084684 + Penalty 2859.154147 = -645086.930537
  nChanged 213
		SP:Iteration 10Q (5177.040000 sec): 3 clusters
  Score: Raw -648054.426663 + Penalty 2859.154147 = -645195.272516
  nChanged 189
		SP:Iteration 11Q (5177.060000 sec): 3 clusters
  Score: Raw -648154.528936 + Penalty 2859.154147 = -645295.374790
  nChanged 175
		SP:Iteration 12Q (5177.080000 sec): 3 clusters
  Score: Raw -648241.369795 + Penalty 2859.154147 = -645382.215649
  nChanged 127
		SP:Iteration 13Q (5177.090000 sec): 3 clusters
  Score: Raw -648297.324205 + Penalty 2859.154147 = -645438.170058
  nChanged 96
		SP:Iteration 14Q (5177.110000 sec): 3 clusters
  Score: Raw -648342.678569 + Penalty 2859.154147 = -645483.524422
  nChanged 107
		SP:Iteration 15Q (5177.130000 sec): 3 clusters
  Score: Raw -648400.690417 + Penalty 2859.154147 = -645541.536271
  nChanged 95
		SP:Iteration 16Q (5177.140000 sec): 3 clusters
  Score: Raw -648453.093240 + Penalty 2859.154147 = -645593.939093
  nChanged 96
		SP:Iteration 17Q (5177.160000 sec): 3 clusters
  Score: Raw -648507.016292 + Penalty 2859.154147 = -645647.862145
  nChanged 84
		SP:Iteration 18Q (5177.180000 sec): 3 clusters
  Score: Raw -648558.355420 + Penalty 2859.154147 = -645699.201274
  nChanged 69
		SP:Iteration 19Q (5177.190000 sec): 3 clusters
  Score: Raw -648600.017966 + Penalty 2859.154147 = -645740.863820
  nChanged 60
		SP:Iteration 20F (5177.210000 sec): 3 clusters
  Score: Raw -648636.908936 + Penalty 2859.154147 = -645777.754789
  nChanged 52
		SP:Iteration 21Q (5177.220000 sec): 3 clusters
  Score: Raw -648667.769871 + Penalty 2859.154147 = -645808.615725
  nChanged 40
		SP:Iteration 22Q (5177.240000 sec): 3 clusters
  Score: Raw -648696.972162 + Penalty 2859.154147 = -645837.818016
  nChanged 35
		SP:Iteration 23Q (5177.260000 sec): 3 clusters
  Score: Raw -648717.705941 + Penalty 2859.154147 = -645858.551794
  nChanged 26
		SP:Iteration 24Q (5177.270000 sec): 3 clusters
  Score: Raw -648731.743507 + Penalty 2859.154147 = -645872.589360
  nChanged 18
		SP:Iteration 25Q (5177.290000 sec): 3 clusters
  Score: Raw -648742.298716 + Penalty 2859.154147 = -645883.144569
  nChanged 18
		SP:Iteration 26Q (5177.300000 sec): 3 clusters
  Score: Raw -648752.672639 + Penalty 2859.154147 = -645893.518493
  nChanged 18
		SP:Iteration 27Q (5177.320000 sec): 3 clusters
  Score: Raw -648763.626604 + Penalty 2859.154147 = -645904.472457
  nChanged 18
		SP:Iteration 28Q (5177.330000 sec): 3 clusters
  Score: Raw -648776.525318 + Penalty 2859.154147 = -645917.371171
  nChanged 15
		SP:Iteration 29Q (5177.350000 sec): 3 clusters
  Score: Raw -648785.414871 + Penalty 2859.154147 = -645926.260724
  nChanged 12
		SP:Iteration 30Q (5177.360000 sec): 3 clusters
  Score: Raw -648792.431986 + Penalty 2859.154147 = -645933.277840
  nChanged 14
		SP:Iteration 31Q (5177.380000 sec): 3 clusters
  Score: Raw -648798.728525 + Penalty 2859.154147 = -645939.574379
  nChanged 8
		SP:Iteration 32Q (5177.390000 sec): 3 clusters
  Score: Raw -648803.619219 + Penalty 2859.154147 = -645944.465073
  nChanged 5
		SP:Iteration 33Q (5177.410000 sec): 3 clusters
  Score: Raw -648806.014284 + Penalty 2859.154147 = -645946.860138
  nChanged 5
		SP:Iteration 34Q (5177.420000 sec): 3 clusters
  Score: Raw -648809.525958 + Penalty 2859.154147 = -645950.371812
  nChanged 3
		SP:Iteration 35Q (5177.440000 sec): 3 clusters
  Score: Raw -648811.200230 + Penalty 2859.154147 = -645952.046083
  nChanged 2
		SP:Iteration 36Q (5177.450000 sec): 3 clusters
  Score: Raw -648812.756558 + Penalty 2859.154147 = -645953.602411
  nChanged 6
		SP:Iteration 37Q (5177.470000 sec): 3 clusters
  Score: Raw -648816.921105 + Penalty 2859.154147 = -645957.766958
  nChanged 8
		SP:Iteration 38Q (5177.480000 sec): 3 clusters
  Score: Raw -648822.349328 + Penalty 2859.154147 = -645963.195181
  nChanged 7
		SP:Iteration 39Q (5177.500000 sec): 3 clusters
  Score: Raw -648826.997176 + Penalty 2859.154147 = -645967.843030
  nChanged 7
		SP:Iteration 40F (5177.510000 sec): 3 clusters
  Score: Raw -648829.945047 + Penalty 2859.154147 = -645970.790900
  nChanged 8
		SP:Iteration 41Q (5177.530000 sec): 3 clusters
  Score: Raw -648833.347044 + Penalty 2859.154147 = -645974.192897
  nChanged 3
		SP:Iteration 42Q (5177.540000 sec): 3 clusters
  Score: Raw -648834.646808 + Penalty 2859.154147 = -645975.492661
  nChanged 0
		SP:Iteration 43F (5177.560000 sec): 3 clusters
  Score: Raw -648834.646808 + Penalty 2859.154147 = -645975.492661
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5177.570000 sec): 2 clusters
  Score: Raw -419302.403671 + Penalty 1358.054612 = -417944.349059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5177.580000 sec): 3 clusters
  Score: Raw -417103.601899 + Penalty 2716.109225 = -414387.492674
  nChanged 1707
		SP:Iteration 1F (5177.590000 sec): 3 clusters
  Score: Raw -418005.030697 + Penalty 2716.109225 = -415288.921472
  nChanged 303
		SP:Iteration 2F (5177.600000 sec): 3 clusters
  Score: Raw -418172.522886 + Penalty 2716.109225 = -415456.413661
  nChanged 235
		SP:Iteration 3F (5177.620000 sec): 3 clusters
  Score: Raw -418299.882301 + Penalty 2716.109225 = -415583.773076
  nChanged 178
		SP:Iteration 4Q (5177.620000 sec): 3 clusters
  Score: Raw -418389.018721 + Penalty 2716.109225 = -415672.909496
  nChanged 153
		SP:Iteration 5Q (5177.640000 sec): 3 clusters
  Score: Raw -418455.737312 + Penalty 2716.109225 = -415739.628087
  nChanged 129
		SP:Iteration 6Q (5177.650000 sec): 3 clusters
  Score: Raw -418508.781039 + Penalty 2716.109225 = -415792.671814
  nChanged 99
		SP:Iteration 7Q (5177.660000 sec): 3 clusters
  Score: Raw -418543.316391 + Penalty 2716.109225 = -415827.207166
  nChanged 83
		SP:Iteration 8Q (5177.670000 sec): 3 clusters
  Score: Raw -418569.569602 + Penalty 2716.109225 = -415853.460377
  nChanged 64
		SP:Iteration 9Q (5177.680000 sec): 3 clusters
  Score: Raw -418586.252047 + Penalty 2716.109225 = -415870.142822
  nChanged 57
		SP:Iteration 10Q (5177.690000 sec): 3 clusters
  Score: Raw -418602.392665 + Penalty 2716.109225 = -415886.283440
  nChanged 47
		SP:Iteration 11Q (5177.700000 sec): 3 clusters
  Score: Raw -418619.689065 + Penalty 2716.109225 = -415903.579840
  nChanged 41
		SP:Iteration 12Q (5177.710000 sec): 3 clusters
  Score: Raw -418631.174882 + Penalty 2716.109225 = -415915.065658
  nChanged 30
		SP:Iteration 13Q (5177.720000 sec): 3 clusters
  Score: Raw -418639.862665 + Penalty 2716.109225 = -415923.753440
  nChanged 32
		SP:Iteration 14Q (5177.730000 sec): 3 clusters
  Score: Raw -418649.467450 + Penalty 2716.109225 = -415933.358226
  nChanged 37
		SP:Iteration 15Q (5177.740000 sec): 3 clusters
  Score: Raw -418658.627512 + Penalty 2716.109225 = -415942.518287
  nChanged 36
		SP:Iteration 16Q (5177.750000 sec): 3 clusters
  Score: Raw -418667.709192 + Penalty 2716.109225 = -415951.599967
  nChanged 28
		SP:Iteration 17Q (5177.760000 sec): 3 clusters
  Score: Raw -418676.268227 + Penalty 2716.109225 = -415960.159002
  nChanged 29
		SP:Iteration 18Q (5177.770000 sec): 3 clusters
  Score: Raw -418683.313757 + Penalty 2716.109225 = -415967.204533
  nChanged 29
		SP:Iteration 19Q (5177.780000 sec): 3 clusters
  Score: Raw -418691.498392 + Penalty 2716.109225 = -415975.389167
  nChanged 28
		SP:Iteration 20F (5177.800000 sec): 3 clusters
  Score: Raw -418698.487841 + Penalty 2716.109225 = -415982.378616
  nChanged 22
		SP:Iteration 21Q (5177.800000 sec): 3 clusters
  Score: Raw -418703.455169 + Penalty 2716.109225 = -415987.345944
  nChanged 23
		SP:Iteration 22Q (5177.820000 sec): 3 clusters
  Score: Raw -418711.466446 + Penalty 2716.109225 = -415995.357221
  nChanged 33
		SP:Iteration 23Q (5177.830000 sec): 3 clusters
  Score: Raw -418722.618170 + Penalty 2716.109225 = -416006.508945
  nChanged 39
		SP:Iteration 24Q (5177.840000 sec): 3 clusters
  Score: Raw -418736.223332 + Penalty 2716.109225 = -416020.114107
  nChanged 40
		SP:Iteration 25Q (5177.850000 sec): 3 clusters
  Score: Raw -418751.588806 + Penalty 2716.109225 = -416035.479581
  nChanged 44
		SP:Iteration 26Q (5177.860000 sec): 3 clusters
  Score: Raw -418765.587811 + Penalty 2716.109225 = -416049.478586
  nChanged 45
		SP:Iteration 27Q (5177.870000 sec): 3 clusters
  Score: Raw -418780.293367 + Penalty 2716.109225 = -416064.184142
  nChanged 44
		SP:Iteration 28Q (5177.880000 sec): 3 clusters
  Score: Raw -418795.350906 + Penalty 2716.109225 = -416079.241681
  nChanged 51
		SP:Iteration 29Q (5177.890000 sec): 3 clusters
  Score: Raw -418814.094005 + Penalty 2716.109225 = -416097.984780
  nChanged 57
		SP:Iteration 30Q (5177.900000 sec): 3 clusters
  Score: Raw -418834.891760 + Penalty 2716.109225 = -416118.782536
  nChanged 68
		SP:Iteration 31Q (5177.910000 sec): 3 clusters
  Score: Raw -418867.026226 + Penalty 2716.109225 = -416150.917001
  nChanged 83
		SP:Iteration 32Q (5177.920000 sec): 3 clusters
  Score: Raw -418909.785773 + Penalty 2716.109225 = -416193.676548
  nChanged 108
		SP:Iteration 33Q (5177.930000 sec): 3 clusters
  Score: Raw -418969.587335 + Penalty 2716.109225 = -416253.478110
  nChanged 89
		SP:Iteration 34Q (5177.940000 sec): 3 clusters
  Score: Raw -419021.125840 + Penalty 2716.109225 = -416305.016615
  nChanged 88
		SP:Iteration 35Q (5177.950000 sec): 3 clusters
  Score: Raw -419077.205760 + Penalty 2716.109225 = -416361.096535
  nChanged 101
		SP:Iteration 36Q (5177.960000 sec): 3 clusters
  Score: Raw -419136.444855 + Penalty 2716.109225 = -416420.335630
  nChanged 93
		SP:Iteration 37Q (5177.970000 sec): 3 clusters
  Score: Raw -419191.937550 + Penalty 2716.109225 = -416475.828326
  nChanged 64
		SP:Iteration 38Q (5177.980000 sec): 3 clusters
  Score: Raw -419221.927987 + Penalty 2716.109225 = -416505.818762
  nChanged 56
		SP:Iteration 39Q (5177.990000 sec): 3 clusters
  Score: Raw -419253.448433 + Penalty 2716.109225 = -416537.339208
  nChanged 58
		SP:Iteration 40F (5178.000000 sec): 3 clusters
  Score: Raw -419286.202801 + Penalty 2716.109225 = -416570.093576
  nChanged 52
		SP:Iteration 41Q (5178.010000 sec): 3 clusters
  Score: Raw -419317.554221 + Penalty 2716.109225 = -416601.444996
  nChanged 38
		SP:Iteration 42Q (5178.020000 sec): 3 clusters
  Score: Raw -419341.948913 + Penalty 2716.109225 = -416625.839688
  nChanged 40
		SP:Iteration 43Q (5178.030000 sec): 3 clusters
  Score: Raw -419364.968884 + Penalty 2716.109225 = -416648.859659
  nChanged 27
		SP:Iteration 44Q (5178.040000 sec): 3 clusters
  Score: Raw -419383.144896 + Penalty 2716.109225 = -416667.035672
  nChanged 24
		SP:Iteration 45Q (5178.050000 sec): 3 clusters
  Score: Raw -419395.661590 + Penalty 2716.109225 = -416679.552366
  nChanged 23
		SP:Iteration 46Q (5178.060000 sec): 3 clusters
  Score: Raw -419411.961285 + Penalty 2716.109225 = -416695.852061
  nChanged 15
		SP:Iteration 47Q (5178.070000 sec): 3 clusters
  Score: Raw -419421.674140 + Penalty 2716.109225 = -416705.564915
  nChanged 13
		SP:Iteration 48Q (5178.080000 sec): 3 clusters
  Score: Raw -419430.823388 + Penalty 2716.109225 = -416714.714163
  nChanged 11
		SP:Iteration 49Q (5178.100000 sec): 3 clusters
  Score: Raw -419435.927121 + Penalty 2716.109225 = -416719.817896
  nChanged 6
		SP:Iteration 50Q (5178.110000 sec): 3 clusters
  Score: Raw -419438.589598 + Penalty 2716.109225 = -416722.480373
  nChanged 8
		SP:Iteration 51Q (5178.110000 sec): 3 clusters
  Score: Raw -419443.846548 + Penalty 2716.109225 = -416727.737323
  nChanged 6
		SP:Iteration 52Q (5178.130000 sec): 3 clusters
  Score: Raw -419448.381725 + Penalty 2716.109225 = -416732.272500
  nChanged 8
		SP:Iteration 53Q (5178.130000 sec): 3 clusters
  Score: Raw -419454.713011 + Penalty 2716.109225 = -416738.603786
  nChanged 7
		SP:Iteration 54Q (5178.140000 sec): 3 clusters
  Score: Raw -419461.900998 + Penalty 2716.109225 = -416745.791773
  nChanged 11
		SP:Iteration 55Q (5178.150000 sec): 3 clusters
  Score: Raw -419468.012250 + Penalty 2716.109225 = -416751.903025
  nChanged 5
		SP:Iteration 56Q (5178.160000 sec): 3 clusters
  Score: Raw -419470.595228 + Penalty 2716.109225 = -416754.486003
  nChanged 4
		SP:Iteration 57Q (5178.170000 sec): 3 clusters
  Score: Raw -419472.195986 + Penalty 2716.109225 = -416756.086761
  nChanged 2
		SP:Iteration 58Q (5178.180000 sec): 3 clusters
  Score: Raw -419473.286090 + Penalty 2716.109225 = -416757.176865
  nChanged 0
		SP:Iteration 59F (5178.190000 sec): 3 clusters
  Score: Raw -419473.286090 + Penalty 2716.109225 = -416757.176865
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5178.200000 sec): 2 clusters
  Score: Raw -276662.016982 + Penalty 1298.908378 = -275363.108603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5178.210000 sec): 3 clusters
  Score: Raw -275245.703117 + Penalty 2597.816757 = -272647.886360
  nChanged 1089
		SP:Iteration 1F (5178.220000 sec): 3 clusters
  Score: Raw -275854.984514 + Penalty 2597.816757 = -273257.167757
  nChanged 223
		SP:Iteration 2F (5178.230000 sec): 3 clusters
  Score: Raw -276006.909185 + Penalty 2597.816757 = -273409.092429
  nChanged 180
		SP:Iteration 3F (5178.230000 sec): 3 clusters
  Score: Raw -276123.097527 + Penalty 2597.816757 = -273525.280770
  nChanged 132
		SP:Iteration 4Q (5178.240000 sec): 3 clusters
  Score: Raw -276201.952109 + Penalty 2597.816757 = -273604.135352
  nChanged 105
		SP:Iteration 5Q (5178.250000 sec): 3 clusters
  Score: Raw -276249.474185 + Penalty 2597.816757 = -273651.657428
  nChanged 74
		SP:Iteration 6Q (5178.250000 sec): 3 clusters
  Score: Raw -276280.497206 + Penalty 2597.816757 = -273682.680450
  nChanged 62
		SP:Iteration 7Q (5178.260000 sec): 3 clusters
  Score: Raw -276310.736003 + Penalty 2597.816757 = -273712.919247
  nChanged 56
		SP:Iteration 8Q (5178.270000 sec): 3 clusters
  Score: Raw -276340.717932 + Penalty 2597.816757 = -273742.901176
  nChanged 65
		SP:Iteration 9Q (5178.280000 sec): 3 clusters
  Score: Raw -276377.309476 + Penalty 2597.816757 = -273779.492720
  nChanged 60
		SP:Iteration 10Q (5178.280000 sec): 3 clusters
  Score: Raw -276404.502936 + Penalty 2597.816757 = -273806.686180
  nChanged 40
		SP:Iteration 11Q (5178.290000 sec): 3 clusters
  Score: Raw -276420.481907 + Penalty 2597.816757 = -273822.665151
  nChanged 31
		SP:Iteration 12Q (5178.300000 sec): 3 clusters
  Score: Raw -276431.072701 + Penalty 2597.816757 = -273833.255944
  nChanged 28
		SP:Iteration 13Q (5178.310000 sec): 3 clusters
  Score: Raw -276442.758411 + Penalty 2597.816757 = -273844.941655
  nChanged 21
		SP:Iteration 14Q (5178.310000 sec): 3 clusters
  Score: Raw -276461.443387 + Penalty 2597.816757 = -273863.626630
  nChanged 40
		SP:Iteration 15Q (5178.320000 sec): 3 clusters
  Score: Raw -276477.939199 + Penalty 2597.816757 = -273880.122443
  nChanged 42
		SP:Iteration 16Q (5178.330000 sec): 3 clusters
  Score: Raw -276494.631578 + Penalty 2597.816757 = -273896.814821
  nChanged 37
		SP:Iteration 17Q (5178.330000 sec): 3 clusters
  Score: Raw -276508.526227 + Penalty 2597.816757 = -273910.709470
  nChanged 30
		SP:Iteration 18Q (5178.340000 sec): 3 clusters
  Score: Raw -276518.035734 + Penalty 2597.816757 = -273920.218977
  nChanged 24
		SP:Iteration 19Q (5178.350000 sec): 3 clusters
  Score: Raw -276527.025216 + Penalty 2597.816757 = -273929.208460
  nChanged 26
		SP:Iteration 20F (5178.360000 sec): 3 clusters
  Score: Raw -276537.659240 + Penalty 2597.816757 = -273939.842483
  nChanged 25
		SP:Iteration 21Q (5178.370000 sec): 3 clusters
  Score: Raw -276548.155482 + Penalty 2597.816757 = -273950.338725
  nChanged 22
		SP:Iteration 22Q (5178.370000 sec): 3 clusters
  Score: Raw -276555.032704 + Penalty 2597.816757 = -273957.215947
  nChanged 18
		SP:Iteration 23Q (5178.380000 sec): 3 clusters
  Score: Raw -276562.431280 + Penalty 2597.816757 = -273964.614524
  nChanged 22
		SP:Iteration 24Q (5178.390000 sec): 3 clusters
  Score: Raw -276570.794489 + Penalty 2597.816757 = -273972.977733
  nChanged 20
		SP:Iteration 25Q (5178.390000 sec): 3 clusters
  Score: Raw -276578.159947 + Penalty 2597.816757 = -273980.343190
  nChanged 20
		SP:Iteration 26Q (5178.400000 sec): 3 clusters
  Score: Raw -276584.989710 + Penalty 2597.816757 = -273987.172953
  nChanged 21
		SP:Iteration 27Q (5178.410000 sec): 3 clusters
  Score: Raw -276593.352162 + Penalty 2597.816757 = -273995.535405
  nChanged 23
		SP:Iteration 28Q (5178.420000 sec): 3 clusters
  Score: Raw -276601.479777 + Penalty 2597.816757 = -274003.663020
  nChanged 24
		SP:Iteration 29Q (5178.420000 sec): 3 clusters
  Score: Raw -276609.115865 + Penalty 2597.816757 = -274011.299108
  nChanged 25
		SP:Iteration 30Q (5178.430000 sec): 3 clusters
  Score: Raw -276622.342746 + Penalty 2597.816757 = -274024.525989
  nChanged 29
		SP:Iteration 31Q (5178.440000 sec): 3 clusters
  Score: Raw -276636.868769 + Penalty 2597.816757 = -274039.052012
  nChanged 33
		SP:Iteration 32Q (5178.450000 sec): 3 clusters
  Score: Raw -276649.866689 + Penalty 2597.816757 = -274052.049933
  nChanged 34
		SP:Iteration 33Q (5178.450000 sec): 3 clusters
  Score: Raw -276663.928135 + Penalty 2597.816757 = -274066.111379
  nChanged 26
		SP:Iteration 34Q (5178.460000 sec): 3 clusters
  Score: Raw -276673.827889 + Penalty 2597.816757 = -274076.011133
  nChanged 32
		SP:Iteration 35Q (5178.470000 sec): 3 clusters
  Score: Raw -276687.370494 + Penalty 2597.816757 = -274089.553738
  nChanged 35
		SP:Iteration 36Q (5178.470000 sec): 3 clusters
  Score: Raw -276707.772941 + Penalty 2597.816757 = -274109.956184
  nChanged 41
		SP:Iteration 37Q (5178.480000 sec): 3 clusters
  Score: Raw -276730.581108 + Penalty 2597.816757 = -274132.764351
  nChanged 41
		SP:Iteration 38Q (5178.490000 sec): 3 clusters
  Score: Raw -276756.034024 + Penalty 2597.816757 = -274158.217267
  nChanged 48
		SP:Iteration 39Q (5178.490000 sec): 3 clusters
  Score: Raw -276789.634568 + Penalty 2597.816757 = -274191.817812
  nChanged 54
		SP:Iteration 40F (5178.500000 sec): 3 clusters
  Score: Raw -276828.813568 + Penalty 2597.816757 = -274230.996812
  nChanged 43
		SP:Iteration 41Q (5178.510000 sec): 3 clusters
  Score: Raw -276857.435365 + Penalty 2597.816757 = -274259.618608
  nChanged 42
		SP:Iteration 42Q (5178.520000 sec): 3 clusters
  Score: Raw -276890.985206 + Penalty 2597.816757 = -274293.168450
  nChanged 37
		SP:Iteration 43Q (5178.530000 sec): 3 clusters
  Score: Raw -276922.416706 + Penalty 2597.816757 = -274324.599949
  nChanged 38
		SP:Iteration 44Q (5178.530000 sec): 3 clusters
  Score: Raw -276948.969614 + Penalty 2597.816757 = -274351.152857
  nChanged 40
		SP:Iteration 45Q (5178.540000 sec): 3 clusters
  Score: Raw -276980.763613 + Penalty 2597.816757 = -274382.946856
  nChanged 32
		SP:Iteration 46Q (5178.550000 sec): 3 clusters
  Score: Raw -277008.320428 + Penalty 2597.816757 = -274410.503671
  nChanged 26
		SP:Iteration 47Q (5178.550000 sec): 3 clusters
  Score: Raw -277029.614629 + Penalty 2597.816757 = -274431.797873
  nChanged 34
		SP:Iteration 48Q (5178.560000 sec): 3 clusters
  Score: Raw -277055.160577 + Penalty 2597.816757 = -274457.343820
  nChanged 23
		SP:Iteration 49Q (5178.570000 sec): 3 clusters
  Score: Raw -277077.033584 + Penalty 2597.816757 = -274479.216827
  nChanged 18
		SP:Iteration 50Q (5178.570000 sec): 3 clusters
  Score: Raw -277085.655720 + Penalty 2597.816757 = -274487.838964
  nChanged 10
		SP:Iteration 51Q (5178.580000 sec): 3 clusters
  Score: Raw -277089.330346 + Penalty 2597.816757 = -274491.513590
  nChanged 4
		SP:Iteration 52Q (5178.590000 sec): 3 clusters
  Score: Raw -277091.604307 + Penalty 2597.816757 = -274493.787550
  nChanged 7
		SP:Iteration 53Q (5178.590000 sec): 3 clusters
  Score: Raw -277095.977086 + Penalty 2597.816757 = -274498.160329
  nChanged 3
		SP:Iteration 54Q (5178.600000 sec): 3 clusters
  Score: Raw -277097.148865 + Penalty 2597.816757 = -274499.332108
  nChanged 2
		SP:Iteration 55Q (5178.610000 sec): 3 clusters
  Score: Raw -277098.917921 + Penalty 2597.816757 = -274501.101164
  nChanged 5
		SP:Iteration 56Q (5178.610000 sec): 3 clusters
  Score: Raw -277102.606201 + Penalty 2597.816757 = -274504.789444
  nChanged 5
		SP:Iteration 57Q (5178.620000 sec): 3 clusters
  Score: Raw -277105.547866 + Penalty 2597.816757 = -274507.731109
  nChanged 4
		SP:Iteration 58Q (5178.630000 sec): 3 clusters
  Score: Raw -277108.565293 + Penalty 2597.816757 = -274510.748536
  nChanged 5
		SP:Iteration 59Q (5178.630000 sec): 3 clusters
  Score: Raw -277111.159256 + Penalty 2597.816757 = -274513.342500
  nChanged 2
		SP:Iteration 60F (5178.640000 sec): 3 clusters
  Score: Raw -277112.584565 + Penalty 2597.816757 = -274514.767808
  nChanged 1
		SP:Iteration 61Q (5178.650000 sec): 3 clusters
  Score: Raw -277113.286024 + Penalty 2597.816757 = -274515.469267
  nChanged 2
		SP:Iteration 62Q (5178.650000 sec): 3 clusters
  Score: Raw -277113.900988 + Penalty 2597.816757 = -274516.084231
  nChanged 1
		SP:Iteration 63Q (5178.660000 sec): 3 clusters
  Score: Raw -277114.997716 + Penalty 2597.816757 = -274517.180959
  nChanged 2
		SP:Iteration 64Q (5178.670000 sec): 3 clusters
  Score: Raw -277116.349158 + Penalty 2597.816757 = -274518.532402
  nChanged 1
		SP:Iteration 65Q (5178.670000 sec): 3 clusters
  Score: Raw -277116.908386 + Penalty 2597.816757 = -274519.091630
  nChanged 1
		SP:Iteration 66Q (5178.680000 sec): 3 clusters
  Score: Raw -277117.344738 + Penalty 2597.816757 = -274519.527981
  nChanged 0
		SP:Iteration 67F (5178.690000 sec): 3 clusters
  Score: Raw -277117.344738 + Penalty 2597.816757 = -274519.527981
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5178.760000 sec): 2 clusters
  Score: Raw -2385748.716745 + Penalty 1630.223495 = -2384118.493250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5178.810000 sec): 3 clusters
  Score: Raw -2371853.339826 + Penalty 3260.446990 = -2368592.892836
  nChanged 10284
		SP:Iteration 1F (5178.870000 sec): 3 clusters
  Score: Raw -2377572.868757 + Penalty 3260.446990 = -2374312.421767
  nChanged 1083
		SP:Iteration 2Q (5178.930000 sec): 3 clusters
  Score: Raw -2378013.123372 + Penalty 3260.446990 = -2374752.676382
  nChanged 1134
		SP:Iteration 3Q (5178.990000 sec): 3 clusters
  Score: Raw -2378570.087398 + Penalty 3260.446990 = -2375309.640408
  nChanged 1272
		SP:Iteration 4F (5179.050000 sec): 3 clusters
  Score: Raw -2379359.240292 + Penalty 3260.446990 = -2376098.793302
  nChanged 1493
		SP:Iteration 5F (5179.110000 sec): 3 clusters
  Score: Raw -2380481.392088 + Penalty 3260.446990 = -2377220.945098
  nChanged 1668
		SP:Iteration 6F (5179.170000 sec): 3 clusters
  Score: Raw -2381925.973911 + Penalty 3260.446990 = -2378665.526921
  nChanged 1612
		SP:Iteration 7F (5179.230000 sec): 3 clusters
  Score: Raw -2383404.617876 + Penalty 3260.446990 = -2380144.170886
  nChanged 1238
		SP:Iteration 8F (5179.290000 sec): 3 clusters
  Score: Raw -2384544.339730 + Penalty 3260.446990 = -2381283.892740
  nChanged 742
		SP:Iteration 9Q (5179.340000 sec): 3 clusters
  Score: Raw -2385237.692175 + Penalty 3260.446990 = -2381977.245185
  nChanged 364
		SP:Iteration 10Q (5179.390000 sec): 3 clusters
  Score: Raw -2385585.636851 + Penalty 3260.446990 = -2382325.189861
  nChanged 159
		SP:Iteration 11Q (5179.430000 sec): 3 clusters
  Score: Raw -2385760.059913 + Penalty 3260.446990 = -2382499.612923
  nChanged 72
		SP:Iteration 12Q (5179.470000 sec): 3 clusters
  Score: Raw -2385838.393710 + Penalty 3260.446990 = -2382577.946720
  nChanged 33
		SP:Iteration 13Q (5179.520000 sec): 3 clusters
  Score: Raw -2385880.729848 + Penalty 3260.446990 = -2382620.282858
  nChanged 24
		SP:Iteration 14Q (5179.560000 sec): 3 clusters
  Score: Raw -2385900.394022 + Penalty 3260.446990 = -2382639.947032
  nChanged 10
		SP:Iteration 15Q (5179.600000 sec): 3 clusters
  Score: Raw -2385911.109056 + Penalty 3260.446990 = -2382650.662066
  nChanged 7
		SP:Iteration 16Q (5179.640000 sec): 3 clusters
  Score: Raw -2385919.701784 + Penalty 3260.446990 = -2382659.254794
  nChanged 5
		SP:Iteration 17Q (5179.680000 sec): 3 clusters
  Score: Raw -2385922.576524 + Penalty 3260.446990 = -2382662.129534
  nChanged 1
		SP:Iteration 18Q (5179.720000 sec): 3 clusters
  Score: Raw -2385924.243719 + Penalty 3260.446990 = -2382663.796729
  nChanged 3
		SP:Iteration 19Q (5179.760000 sec): 3 clusters
  Score: Raw -2385926.674114 + Penalty 3260.446990 = -2382666.227124
  nChanged 0
		SP:Iteration 20F (5179.820000 sec): 3 clusters
  Score: Raw -2385926.674114 + Penalty 3260.446990 = -2382666.227124
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (2908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5179.840000 sec): 2 clusters
  Score: Raw -268425.867915 + Penalty 1295.973386 = -267129.894529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5179.850000 sec): 3 clusters
  Score: Raw -267144.337165 + Penalty 2591.946773 = -264552.390392
  nChanged 1069
		SP:Iteration 1F (5179.850000 sec): 3 clusters
  Score: Raw -267898.223385 + Penalty 2591.946773 = -265306.276612
  nChanged 262
		SP:Iteration 2F (5179.860000 sec): 3 clusters
  Score: Raw -268133.394050 + Penalty 2591.946773 = -265541.447277
  nChanged 190
		SP:Iteration 3F (5179.870000 sec): 3 clusters
  Score: Raw -268311.604350 + Penalty 2591.946773 = -265719.657577
  nChanged 146
		SP:Iteration 4F (5179.880000 sec): 3 clusters
  Score: Raw -268458.348267 + Penalty 2591.946773 = -265866.401495
  nChanged 129
		SP:Iteration 5Q (5179.880000 sec): 3 clusters
  Score: Raw -268600.473460 + Penalty 2591.946773 = -266008.526687
  nChanged 108
		SP:Iteration 6Q (5179.890000 sec): 3 clusters
  Score: Raw -268727.055735 + Penalty 2591.946773 = -266135.108963
  nChanged 107
		SP:Iteration 7Q (5179.900000 sec): 3 clusters
  Score: Raw -268836.219789 + Penalty 2591.946773 = -266244.273016
  nChanged 88
		SP:Iteration 8Q (5179.910000 sec): 3 clusters
  Score: Raw -268924.584476 + Penalty 2591.946773 = -266332.637704
  nChanged 92
		SP:Iteration 9Q (5179.910000 sec): 3 clusters
  Score: Raw -269024.985464 + Penalty 2591.946773 = -266433.038692
  nChanged 103
		SP:Iteration 10Q (5179.920000 sec): 3 clusters
  Score: Raw -269132.407500 + Penalty 2591.946773 = -266540.460728
  nChanged 86
		SP:Iteration 11Q (5179.930000 sec): 3 clusters
  Score: Raw -269213.230453 + Penalty 2591.946773 = -266621.283680
  nChanged 81
		SP:Iteration 12Q (5179.930000 sec): 3 clusters
  Score: Raw -269304.622399 + Penalty 2591.946773 = -266712.675627
  nChanged 77
		SP:Iteration 13Q (5179.940000 sec): 3 clusters
  Score: Raw -269396.009216 + Penalty 2591.946773 = -266804.062444
  nChanged 67
		SP:Iteration 14Q (5179.950000 sec): 3 clusters
  Score: Raw -269489.825213 + Penalty 2591.946773 = -266897.878440
  nChanged 84
		SP:Iteration 15Q (5179.950000 sec): 3 clusters
  Score: Raw -269594.836281 + Penalty 2591.946773 = -267002.889509
  nChanged 66
		SP:Iteration 16Q (5179.960000 sec): 3 clusters
  Score: Raw -269663.051062 + Penalty 2591.946773 = -267071.104290
  nChanged 44
		SP:Iteration 17Q (5179.960000 sec): 3 clusters
  Score: Raw -269700.781490 + Penalty 2591.946773 = -267108.834717
  nChanged 29
		SP:Iteration 18Q (5179.970000 sec): 3 clusters
  Score: Raw -269722.080352 + Penalty 2591.946773 = -267130.133579
  nChanged 26
		SP:Iteration 19Q (5179.970000 sec): 3 clusters
  Score: Raw -269735.823829 + Penalty 2591.946773 = -267143.877056
  nChanged 15
		SP:Iteration 20F (5179.980000 sec): 3 clusters
  Score: Raw -269742.465131 + Penalty 2591.946773 = -267150.518358
  nChanged 7
		SP:Iteration 21Q (5179.990000 sec): 3 clusters
  Score: Raw -269745.864364 + Penalty 2591.946773 = -267153.917591
  nChanged 5
		SP:Iteration 22Q (5179.990000 sec): 3 clusters
  Score: Raw -269747.567053 + Penalty 2591.946773 = -267155.620281
  nChanged 6
		SP:Iteration 23Q (5180.000000 sec): 3 clusters
  Score: Raw -269750.402866 + Penalty 2591.946773 = -267158.456093
  nChanged 5
		SP:Iteration 24Q (5180.010000 sec): 3 clusters
  Score: Raw -269753.490504 + Penalty 2591.946773 = -267161.543732
  nChanged 7
		SP:Iteration 25Q (5180.010000 sec): 3 clusters
  Score: Raw -269757.014514 + Penalty 2591.946773 = -267165.067742
  nChanged 4
		SP:Iteration 26Q (5180.020000 sec): 3 clusters
  Score: Raw -269758.212863 + Penalty 2591.946773 = -267166.266090
  nChanged 4
		SP:Iteration 27Q (5180.030000 sec): 3 clusters
  Score: Raw -269760.278500 + Penalty 2591.946773 = -267168.331728
  nChanged 3
		SP:Iteration 28Q (5180.030000 sec): 3 clusters
  Score: Raw -269762.031576 + Penalty 2591.946773 = -267170.084803
  nChanged 1
		SP:Iteration 29Q (5180.040000 sec): 3 clusters
  Score: Raw -269762.312429 + Penalty 2591.946773 = -267170.365657
  nChanged 1
		SP:Iteration 30Q (5180.050000 sec): 3 clusters
  Score: Raw -269762.678777 + Penalty 2591.946773 = -267170.732005
  nChanged 1
		SP:Iteration 31Q (5180.050000 sec): 3 clusters
  Score: Raw -269762.992984 + Penalty 2591.946773 = -267171.046211
  nChanged 0
		SP:Iteration 32F (5180.060000 sec): 3 clusters
  Score: Raw -269762.992984 + Penalty 2591.946773 = -267171.046211
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (3247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5180.070000 sec): 2 clusters
  Score: Raw -287063.875479 + Penalty 1313.891600 = -285749.983879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5180.080000 sec): 3 clusters
  Score: Raw -285544.292628 + Penalty 2627.783201 = -282916.509427
  nChanged 1223
		SP:Iteration 1F (5180.090000 sec): 3 clusters
  Score: Raw -286393.713672 + Penalty 2627.783201 = -283765.930471
  nChanged 322
		SP:Iteration 2F (5180.090000 sec): 3 clusters
  Score: Raw -286737.741844 + Penalty 2627.783201 = -284109.958643
  nChanged 271
		SP:Iteration 3F (5180.100000 sec): 3 clusters
  Score: Raw -287052.796625 + Penalty 2627.783201 = -284425.013424
  nChanged 220
		SP:Iteration 4F (5180.110000 sec): 3 clusters
  Score: Raw -287331.629205 + Penalty 2627.783201 = -284703.846004
  nChanged 183
		SP:Iteration 5F (5180.120000 sec): 3 clusters
  Score: Raw -287533.470073 + Penalty 2627.783201 = -284905.686872
  nChanged 139
		SP:Iteration 6Q (5180.130000 sec): 3 clusters
  Score: Raw -287673.636207 + Penalty 2627.783201 = -285045.853006
  nChanged 112
		SP:Iteration 7Q (5180.130000 sec): 3 clusters
  Score: Raw -287777.236001 + Penalty 2627.783201 = -285149.452800
  nChanged 95
		SP:Iteration 8Q (5180.140000 sec): 3 clusters
  Score: Raw -287867.333099 + Penalty 2627.783201 = -285239.549898
  nChanged 73
		SP:Iteration 9Q (5180.150000 sec): 3 clusters
  Score: Raw -287935.122435 + Penalty 2627.783201 = -285307.339234
  nChanged 46
		SP:Iteration 10Q (5180.160000 sec): 3 clusters
  Score: Raw -287965.487538 + Penalty 2627.783201 = -285337.704337
  nChanged 32
		SP:Iteration 11Q (5180.170000 sec): 3 clusters
  Score: Raw -287982.841638 + Penalty 2627.783201 = -285355.058437
  nChanged 31
		SP:Iteration 12Q (5180.170000 sec): 3 clusters
  Score: Raw -287999.909384 + Penalty 2627.783201 = -285372.126183
  nChanged 25
		SP:Iteration 13Q (5180.180000 sec): 3 clusters
  Score: Raw -288010.820079 + Penalty 2627.783201 = -285383.036878
  nChanged 18
		SP:Iteration 14Q (5180.190000 sec): 3 clusters
  Score: Raw -288019.702517 + Penalty 2627.783201 = -285391.919316
  nChanged 18
		SP:Iteration 15Q (5180.190000 sec): 3 clusters
  Score: Raw -288027.895459 + Penalty 2627.783201 = -285400.112258
  nChanged 10
		SP:Iteration 16Q (5180.200000 sec): 3 clusters
  Score: Raw -288031.351356 + Penalty 2627.783201 = -285403.568155
  nChanged 7
		SP:Iteration 17Q (5180.210000 sec): 3 clusters
  Score: Raw -288033.095170 + Penalty 2627.783201 = -285405.311969
  nChanged 8
		SP:Iteration 18Q (5180.220000 sec): 3 clusters
  Score: Raw -288035.506879 + Penalty 2627.783201 = -285407.723678
  nChanged 6
		SP:Iteration 19Q (5180.220000 sec): 3 clusters
  Score: Raw -288038.259655 + Penalty 2627.783201 = -285410.476454
  nChanged 10
		SP:Iteration 20F (5180.230000 sec): 3 clusters
  Score: Raw -288041.686102 + Penalty 2627.783201 = -285413.902901
  nChanged 8
		SP:Iteration 21Q (5180.240000 sec): 3 clusters
  Score: Raw -288044.717762 + Penalty 2627.783201 = -285416.934561
  nChanged 4
		SP:Iteration 22Q (5180.250000 sec): 3 clusters
  Score: Raw -288046.590321 + Penalty 2627.783201 = -285418.807120
  nChanged 7
		SP:Iteration 23Q (5180.250000 sec): 3 clusters
  Score: Raw -288047.837733 + Penalty 2627.783201 = -285420.054532
  nChanged 1
		SP:Iteration 24Q (5180.260000 sec): 3 clusters
  Score: Raw -288048.238302 + Penalty 2627.783201 = -285420.455101
  nChanged 1
		SP:Iteration 25Q (5180.270000 sec): 3 clusters
  Score: Raw -288048.712594 + Penalty 2627.783201 = -285420.929393
  nChanged 2
		SP:Iteration 26Q (5180.270000 sec): 3 clusters
  Score: Raw -288049.388942 + Penalty 2627.783201 = -285421.605741
  nChanged 1
		SP:Iteration 27Q (5180.280000 sec): 3 clusters
  Score: Raw -288049.639784 + Penalty 2627.783201 = -285421.856583
  nChanged 2
		SP:Iteration 28Q (5180.290000 sec): 3 clusters
  Score: Raw -288049.990442 + Penalty 2627.783201 = -285422.207241
  nChanged 1
		SP:Iteration 29Q (5180.300000 sec): 3 clusters
  Score: Raw -288050.227952 + Penalty 2627.783201 = -285422.444751
  nChanged 1
		SP:Iteration 30Q (5180.310000 sec): 3 clusters
  Score: Raw -288050.350760 + Penalty 2627.783201 = -285422.567559
  nChanged 0
		SP:Iteration 31F (5180.310000 sec): 3 clusters
  Score: Raw -288050.350760 + Penalty 2627.783201 = -285422.567559
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5180.330000 sec): 2 clusters
  Score: Raw -446979.697159 + Penalty 1370.282287 = -445609.414872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5180.340000 sec): 3 clusters
  Score: Raw -444679.083230 + Penalty 2740.564575 = -441938.518655
  nChanged 1836
		SP:Iteration 1F (5180.350000 sec): 3 clusters
  Score: Raw -445625.291155 + Penalty 2740.564575 = -442884.726580
  nChanged 332
		SP:Iteration 2F (5180.360000 sec): 3 clusters
  Score: Raw -445803.219554 + Penalty 2740.564575 = -443062.654979
  nChanged 247
		SP:Iteration 3F (5180.370000 sec): 3 clusters
  Score: Raw -445931.636180 + Penalty 2740.564575 = -443191.071605
  nChanged 208
		SP:Iteration 4Q (5180.390000 sec): 3 clusters
  Score: Raw -446049.776747 + Penalty 2740.564575 = -443309.212172
  nChanged 180
		SP:Iteration 5Q (5180.400000 sec): 3 clusters
  Score: Raw -446153.577708 + Penalty 2740.564575 = -443413.013133
  nChanged 181
		SP:Iteration 6Q (5180.410000 sec): 3 clusters
  Score: Raw -446258.177391 + Penalty 2740.564575 = -443517.612817
  nChanged 178
		SP:Iteration 7Q (5180.420000 sec): 3 clusters
  Score: Raw -446358.022112 + Penalty 2740.564575 = -443617.457538
  nChanged 159
		SP:Iteration 8Q (5180.430000 sec): 3 clusters
  Score: Raw -446432.042591 + Penalty 2740.564575 = -443691.478016
  nChanged 135
		SP:Iteration 9Q (5180.450000 sec): 3 clusters
  Score: Raw -446507.349113 + Penalty 2740.564575 = -443766.784538
  nChanged 151
		SP:Iteration 10Q (5180.460000 sec): 3 clusters
  Score: Raw -446608.147714 + Penalty 2740.564575 = -443867.583139
  nChanged 142
		SP:Iteration 11Q (5180.470000 sec): 3 clusters
  Score: Raw -446714.742182 + Penalty 2740.564575 = -443974.177608
  nChanged 111
		SP:Iteration 12Q (5180.480000 sec): 3 clusters
  Score: Raw -446791.591591 + Penalty 2740.564575 = -444051.027016
  nChanged 96
		SP:Iteration 13Q (5180.490000 sec): 3 clusters
  Score: Raw -446855.344619 + Penalty 2740.564575 = -444114.780044
  nChanged 85
		SP:Iteration 14Q (5180.500000 sec): 3 clusters
  Score: Raw -446916.523947 + Penalty 2740.564575 = -444175.959373
  nChanged 63
		SP:Iteration 15Q (5180.510000 sec): 3 clusters
  Score: Raw -446961.421215 + Penalty 2740.564575 = -444220.856641
  nChanged 48
		SP:Iteration 16Q (5180.520000 sec): 3 clusters
  Score: Raw -447001.829341 + Penalty 2740.564575 = -444261.264766
  nChanged 43
		SP:Iteration 17Q (5180.530000 sec): 3 clusters
  Score: Raw -447032.671149 + Penalty 2740.564575 = -444292.106574
  nChanged 38
		SP:Iteration 18Q (5180.540000 sec): 3 clusters
  Score: Raw -447059.158988 + Penalty 2740.564575 = -444318.594414
  nChanged 36
		SP:Iteration 19Q (5180.550000 sec): 3 clusters
  Score: Raw -447090.863832 + Penalty 2740.564575 = -444350.299258
  nChanged 43
		SP:Iteration 20F (5180.560000 sec): 3 clusters
  Score: Raw -447118.561346 + Penalty 2740.564575 = -444377.996772
  nChanged 36
		SP:Iteration 21Q (5180.570000 sec): 3 clusters
  Score: Raw -447149.079950 + Penalty 2740.564575 = -444408.515375
  nChanged 43
		SP:Iteration 22Q (5180.580000 sec): 3 clusters
  Score: Raw -447197.649524 + Penalty 2740.564575 = -444457.084949
  nChanged 49
		SP:Iteration 23Q (5180.590000 sec): 3 clusters
  Score: Raw -447260.073774 + Penalty 2740.564575 = -444519.509199
  nChanged 41
		SP:Iteration 24Q (5180.600000 sec): 3 clusters
  Score: Raw -447301.659725 + Penalty 2740.564575 = -444561.095150
  nChanged 41
		SP:Iteration 25Q (5180.610000 sec): 3 clusters
  Score: Raw -447341.014915 + Penalty 2740.564575 = -444600.450341
  nChanged 39
		SP:Iteration 26Q (5180.620000 sec): 3 clusters
  Score: Raw -447375.323997 + Penalty 2740.564575 = -444634.759422
  nChanged 33
		SP:Iteration 27Q (5180.630000 sec): 3 clusters
  Score: Raw -447398.247433 + Penalty 2740.564575 = -444657.682859
  nChanged 24
		SP:Iteration 28Q (5180.640000 sec): 3 clusters
  Score: Raw -447409.411981 + Penalty 2740.564575 = -444668.847407
  nChanged 15
		SP:Iteration 29Q (5180.650000 sec): 3 clusters
  Score: Raw -447417.673372 + Penalty 2740.564575 = -444677.108797
  nChanged 13
		SP:Iteration 30Q (5180.660000 sec): 3 clusters
  Score: Raw -447424.101679 + Penalty 2740.564575 = -444683.537105
  nChanged 11
		SP:Iteration 31Q (5180.670000 sec): 3 clusters
  Score: Raw -447430.243999 + Penalty 2740.564575 = -444689.679425
  nChanged 10
		SP:Iteration 32Q (5180.670000 sec): 3 clusters
  Score: Raw -447435.910028 + Penalty 2740.564575 = -444695.345454
  nChanged 12
		SP:Iteration 33Q (5180.690000 sec): 3 clusters
  Score: Raw -447440.224322 + Penalty 2740.564575 = -444699.659747
  nChanged 5
		SP:Iteration 34Q (5180.690000 sec): 3 clusters
  Score: Raw -447443.138665 + Penalty 2740.564575 = -444702.574090
  nChanged 5
		SP:Iteration 35Q (5180.700000 sec): 3 clusters
  Score: Raw -447444.112522 + Penalty 2740.564575 = -444703.547947
  nChanged 1
		SP:Iteration 36Q (5180.710000 sec): 3 clusters
  Score: Raw -447444.282579 + Penalty 2740.564575 = -444703.718004
  nChanged 0
		SP:Iteration 37F (5180.720000 sec): 3 clusters
  Score: Raw -447444.282579 + Penalty 2740.564575 = -444703.718004
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5180.770000 sec): 2 clusters
  Score: Raw -1357038.091839 + Penalty 1543.789808 = -1355494.302031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5180.800000 sec): 3 clusters
  Score: Raw -1349332.530979 + Penalty 3087.579616 = -1346244.951363
  nChanged 5873
		SP:Iteration 1F (5180.830000 sec): 3 clusters
  Score: Raw -1352632.226763 + Penalty 3087.579616 = -1349544.647147
  nChanged 906
		SP:Iteration 2F (5180.870000 sec): 3 clusters
  Score: Raw -1353088.244613 + Penalty 3087.579616 = -1350000.664997
  nChanged 764
		SP:Iteration 3F (5180.900000 sec): 3 clusters
  Score: Raw -1353465.687396 + Penalty 3087.579616 = -1350378.107780
  nChanged 698
		SP:Iteration 4F (5180.930000 sec): 3 clusters
  Score: Raw -1353801.853260 + Penalty 3087.579616 = -1350714.273644
  nChanged 602
		SP:Iteration 5Q (5180.970000 sec): 3 clusters
  Score: Raw -1354065.304999 + Penalty 3087.579616 = -1350977.725383
  nChanged 555
		SP:Iteration 6Q (5181.000000 sec): 3 clusters
  Score: Raw -1354305.270921 + Penalty 3087.579616 = -1351217.691305
  nChanged 523
		SP:Iteration 7Q (5181.040000 sec): 3 clusters
  Score: Raw -1354526.347338 + Penalty 3087.579616 = -1351438.767721
  nChanged 481
		SP:Iteration 8Q (5181.070000 sec): 3 clusters
  Score: Raw -1354722.757687 + Penalty 3087.579616 = -1351635.178071
  nChanged 451
		SP:Iteration 9Q (5181.110000 sec): 3 clusters
  Score: Raw -1354917.371121 + Penalty 3087.579616 = -1351829.791505
  nChanged 434
		SP:Iteration 10Q (5181.140000 sec): 3 clusters
  Score: Raw -1355103.858410 + Penalty 3087.579616 = -1352016.278794
  nChanged 410
		SP:Iteration 11Q (5181.170000 sec): 3 clusters
  Score: Raw -1355299.194273 + Penalty 3087.579616 = -1352211.614657
  nChanged 456
		SP:Iteration 12Q (5181.210000 sec): 3 clusters
  Score: Raw -1355535.857675 + Penalty 3087.579616 = -1352448.278059
  nChanged 448
		SP:Iteration 13Q (5181.250000 sec): 3 clusters
  Score: Raw -1355797.992182 + Penalty 3087.579616 = -1352710.412566
  nChanged 474
		SP:Iteration 14Q (5181.280000 sec): 3 clusters
  Score: Raw -1356084.935728 + Penalty 3087.579616 = -1352997.356112
  nChanged 455
		SP:Iteration 15Q (5181.310000 sec): 3 clusters
  Score: Raw -1356344.477370 + Penalty 3087.579616 = -1353256.897754
  nChanged 404
		SP:Iteration 16Q (5181.340000 sec): 3 clusters
  Score: Raw -1356592.087235 + Penalty 3087.579616 = -1353504.507619
  nChanged 340
		SP:Iteration 17Q (5181.370000 sec): 3 clusters
  Score: Raw -1356790.871801 + Penalty 3087.579616 = -1353703.292185
  nChanged 298
		SP:Iteration 18Q (5181.410000 sec): 3 clusters
  Score: Raw -1356962.006299 + Penalty 3087.579616 = -1353874.426682
  nChanged 236
		SP:Iteration 19Q (5181.430000 sec): 3 clusters
  Score: Raw -1357103.713700 + Penalty 3087.579616 = -1354016.134084
  nChanged 182
		SP:Iteration 20F (5181.470000 sec): 3 clusters
  Score: Raw -1357213.575165 + Penalty 3087.579616 = -1354125.995549
  nChanged 146
		SP:Iteration 21Q (5181.500000 sec): 3 clusters
  Score: Raw -1357282.772776 + Penalty 3087.579616 = -1354195.193160
  nChanged 122
		SP:Iteration 22Q (5181.530000 sec): 3 clusters
  Score: Raw -1357334.485098 + Penalty 3087.579616 = -1354246.905482
  nChanged 113
		SP:Iteration 23Q (5181.550000 sec): 3 clusters
  Score: Raw -1357376.793464 + Penalty 3087.579616 = -1354289.213848
  nChanged 95
		SP:Iteration 24Q (5181.580000 sec): 3 clusters
  Score: Raw -1357408.208564 + Penalty 3087.579616 = -1354320.628947
  nChanged 73
		SP:Iteration 25Q (5181.610000 sec): 3 clusters
  Score: Raw -1357433.054155 + Penalty 3087.579616 = -1354345.474539
  nChanged 61
		SP:Iteration 26Q (5181.630000 sec): 3 clusters
  Score: Raw -1357450.549462 + Penalty 3087.579616 = -1354362.969846
  nChanged 49
		SP:Iteration 27Q (5181.660000 sec): 3 clusters
  Score: Raw -1357462.541080 + Penalty 3087.579616 = -1354374.961464
  nChanged 34
		SP:Iteration 28Q (5181.690000 sec): 3 clusters
  Score: Raw -1357472.011901 + Penalty 3087.579616 = -1354384.432285
  nChanged 38
		SP:Iteration 29Q (5181.720000 sec): 3 clusters
  Score: Raw -1357482.902606 + Penalty 3087.579616 = -1354395.322990
  nChanged 32
		SP:Iteration 30Q (5181.750000 sec): 3 clusters
  Score: Raw -1357491.320722 + Penalty 3087.579616 = -1354403.741106
  nChanged 31
		SP:Iteration 31Q (5181.770000 sec): 3 clusters
  Score: Raw -1357500.854639 + Penalty 3087.579616 = -1354413.275023
  nChanged 36
		SP:Iteration 32Q (5181.800000 sec): 3 clusters
  Score: Raw -1357511.345955 + Penalty 3087.579616 = -1354423.766339
  nChanged 27
		SP:Iteration 33Q (5181.830000 sec): 3 clusters
  Score: Raw -1357518.712697 + Penalty 3087.579616 = -1354431.133081
  nChanged 26
		SP:Iteration 34Q (5181.850000 sec): 3 clusters
  Score: Raw -1357525.704201 + Penalty 3087.579616 = -1354438.124585
  nChanged 31
		SP:Iteration 35Q (5181.880000 sec): 3 clusters
  Score: Raw -1357533.622469 + Penalty 3087.579616 = -1354446.042853
  nChanged 23
		SP:Iteration 36Q (5181.910000 sec): 3 clusters
  Score: Raw -1357538.737697 + Penalty 3087.579616 = -1354451.158081
  nChanged 24
		SP:Iteration 37Q (5181.930000 sec): 3 clusters
  Score: Raw -1357544.509857 + Penalty 3087.579616 = -1354456.930241
  nChanged 17
		SP:Iteration 38Q (5181.960000 sec): 3 clusters
  Score: Raw -1357549.534372 + Penalty 3087.579616 = -1354461.954756
  nChanged 21
		SP:Iteration 39Q (5181.990000 sec): 3 clusters
  Score: Raw -1357555.799271 + Penalty 3087.579616 = -1354468.219655
  nChanged 16
		SP:Iteration 40F (5182.020000 sec): 3 clusters
  Score: Raw -1357560.965826 + Penalty 3087.579616 = -1354473.386210
  nChanged 19
		SP:Iteration 41Q (5182.050000 sec): 3 clusters
  Score: Raw -1357567.472010 + Penalty 3087.579616 = -1354479.892394
  nChanged 18
		SP:Iteration 42Q (5182.070000 sec): 3 clusters
  Score: Raw -1357573.670926 + Penalty 3087.579616 = -1354486.091310
  nChanged 14
		SP:Iteration 43Q (5182.100000 sec): 3 clusters
  Score: Raw -1357577.307632 + Penalty 3087.579616 = -1354489.728016
  nChanged 12
		SP:Iteration 44Q (5182.130000 sec): 3 clusters
  Score: Raw -1357581.192869 + Penalty 3087.579616 = -1354493.613253
  nChanged 8
		SP:Iteration 45Q (5182.150000 sec): 3 clusters
  Score: Raw -1357583.728413 + Penalty 3087.579616 = -1354496.148797
  nChanged 4
		SP:Iteration 46Q (5182.180000 sec): 3 clusters
  Score: Raw -1357584.215355 + Penalty 3087.579616 = -1354496.635739
  nChanged 1
		SP:Iteration 47Q (5182.210000 sec): 3 clusters
  Score: Raw -1357584.441782 + Penalty 3087.579616 = -1354496.862166
  nChanged 0
		SP:Iteration 48F (5182.240000 sec): 3 clusters
  Score: Raw -1357584.441782 + Penalty 3087.579616 = -1354496.862166
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (4240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5182.270000 sec): 2 clusters
  Score: Raw -382038.662913 + Penalty 1357.251764 = -380681.411149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5182.280000 sec): 3 clusters
  Score: Raw -379905.009382 + Penalty 2714.503528 = -377190.505854
  nChanged 1690
		SP:Iteration 1F (5182.290000 sec): 3 clusters
  Score: Raw -380938.363824 + Penalty 2714.503528 = -378223.860296
  nChanged 341
		SP:Iteration 2F (5182.300000 sec): 3 clusters
  Score: Raw -381180.138989 + Penalty 2714.503528 = -378465.635461
  nChanged 280
		SP:Iteration 3F (5182.310000 sec): 3 clusters
  Score: Raw -381400.562852 + Penalty 2714.503528 = -378686.059324
  nChanged 254
		SP:Iteration 4F (5182.320000 sec): 3 clusters
  Score: Raw -381647.405721 + Penalty 2714.503528 = -378932.902192
  nChanged 246
		SP:Iteration 5F (5182.330000 sec): 3 clusters
  Score: Raw -381928.639575 + Penalty 2714.503528 = -379214.136047
  nChanged 257
		SP:Iteration 6F (5182.350000 sec): 3 clusters
  Score: Raw -382254.488107 + Penalty 2714.503528 = -379539.984579
  nChanged 231
		SP:Iteration 7F (5182.360000 sec): 3 clusters
  Score: Raw -382518.283699 + Penalty 2714.503528 = -379803.780171
  nChanged 180
		SP:Iteration 8Q (5182.370000 sec): 3 clusters
  Score: Raw -382683.229497 + Penalty 2714.503528 = -379968.725969
  nChanged 130
		SP:Iteration 9Q (5182.380000 sec): 3 clusters
  Score: Raw -382787.712347 + Penalty 2714.503528 = -380073.208819
  nChanged 97
		SP:Iteration 10Q (5182.390000 sec): 3 clusters
  Score: Raw -382862.518854 + Penalty 2714.503528 = -380148.015326
  nChanged 64
		SP:Iteration 11Q (5182.400000 sec): 3 clusters
  Score: Raw -382900.599312 + Penalty 2714.503528 = -380186.095784
  nChanged 47
		SP:Iteration 12Q (5182.410000 sec): 3 clusters
  Score: Raw -382932.925170 + Penalty 2714.503528 = -380218.421641
  nChanged 43
		SP:Iteration 13Q (5182.420000 sec): 3 clusters
  Score: Raw -382955.764151 + Penalty 2714.503528 = -380241.260623
  nChanged 30
		SP:Iteration 14Q (5182.430000 sec): 3 clusters
  Score: Raw -382967.788839 + Penalty 2714.503528 = -380253.285311
  nChanged 20
		SP:Iteration 15Q (5182.440000 sec): 3 clusters
  Score: Raw -382973.401387 + Penalty 2714.503528 = -380258.897859
  nChanged 10
		SP:Iteration 16Q (5182.450000 sec): 3 clusters
  Score: Raw -382975.613173 + Penalty 2714.503528 = -380261.109645
  nChanged 1
		SP:Iteration 17Q (5182.450000 sec): 3 clusters
  Score: Raw -382975.900312 + Penalty 2714.503528 = -380261.396784
  nChanged 2
		SP:Iteration 18Q (5182.470000 sec): 3 clusters
  Score: Raw -382976.328900 + Penalty 2714.503528 = -380261.825372
  nChanged 2
		SP:Iteration 19Q (5182.470000 sec): 3 clusters
  Score: Raw -382977.524943 + Penalty 2714.503528 = -380263.021415
  nChanged 4
		SP:Iteration 20F (5182.490000 sec): 3 clusters
  Score: Raw -382979.066275 + Penalty 2714.503528 = -380264.562747
  nChanged 3
		SP:Iteration 21Q (5182.490000 sec): 3 clusters
  Score: Raw -382979.806038 + Penalty 2714.503528 = -380265.302509
  nChanged 4
		SP:Iteration 22Q (5182.510000 sec): 3 clusters
  Score: Raw -382980.700976 + Penalty 2714.503528 = -380266.197448
  nChanged 3
		SP:Iteration 23Q (5182.510000 sec): 3 clusters
  Score: Raw -382981.565113 + Penalty 2714.503528 = -380267.061585
  nChanged 1
		SP:Iteration 24Q (5182.520000 sec): 3 clusters
  Score: Raw -382981.710554 + Penalty 2714.503528 = -380267.207026
  nChanged 0
		SP:Iteration 25F (5182.530000 sec): 3 clusters
  Score: Raw -382981.710554 + Penalty 2714.503528 = -380267.207026
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (1493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5182.540000 sec): 2 clusters
  Score: Raw -143169.943805 + Penalty 1187.638205 = -141982.305601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5182.550000 sec): 3 clusters
  Score: Raw -142607.369732 + Penalty 2375.276409 = -140232.093323
  nChanged 525
		SP:Iteration 1F (5182.550000 sec): 3 clusters
  Score: Raw -143013.959562 + Penalty 2375.276409 = -140638.683153
  nChanged 123
		SP:Iteration 2F (5182.550000 sec): 3 clusters
  Score: Raw -143156.449212 + Penalty 2375.276409 = -140781.172803
  nChanged 94
		SP:Iteration 3F (5182.550000 sec): 3 clusters
  Score: Raw -143257.019641 + Penalty 2375.276409 = -140881.743231
  nChanged 83
		SP:Iteration 4F (5182.560000 sec): 3 clusters
  Score: Raw -143353.456722 + Penalty 2375.276409 = -140978.180313
  nChanged 56
		SP:Iteration 5Q (5182.560000 sec): 3 clusters
  Score: Raw -143436.757138 + Penalty 2375.276409 = -141061.480729
  nChanged 59
		SP:Iteration 6Q (5182.570000 sec): 3 clusters
  Score: Raw -143521.851909 + Penalty 2375.276409 = -141146.575500
  nChanged 57
		SP:Iteration 7Q (5182.570000 sec): 3 clusters
  Score: Raw -143599.965437 + Penalty 2375.276409 = -141224.689028
  nChanged 38
		SP:Iteration 8Q (5182.570000 sec): 3 clusters
  Score: Raw -143640.099444 + Penalty 2375.276409 = -141264.823035
  nChanged 28
		SP:Iteration 9Q (5182.580000 sec): 3 clusters
  Score: Raw -143670.435492 + Penalty 2375.276409 = -141295.159083
  nChanged 26
		SP:Iteration 10Q (5182.580000 sec): 3 clusters
  Score: Raw -143703.407755 + Penalty 2375.276409 = -141328.131346
  nChanged 31
		SP:Iteration 11Q (5182.580000 sec): 3 clusters
  Score: Raw -143734.249545 + Penalty 2375.276409 = -141358.973136
  nChanged 28
		SP:Iteration 12Q (5182.590000 sec): 3 clusters
  Score: Raw -143763.268179 + Penalty 2375.276409 = -141387.991770
  nChanged 21
		SP:Iteration 13Q (5182.590000 sec): 3 clusters
  Score: Raw -143786.741230 + Penalty 2375.276409 = -141411.464820
  nChanged 19
		SP:Iteration 14Q (5182.590000 sec): 3 clusters
  Score: Raw -143811.248541 + Penalty 2375.276409 = -141435.972132
  nChanged 24
		SP:Iteration 15Q (5182.600000 sec): 3 clusters
  Score: Raw -143851.313746 + Penalty 2375.276409 = -141476.037337
  nChanged 33
		SP:Iteration 16Q (5182.600000 sec): 3 clusters
  Score: Raw -143904.619694 + Penalty 2375.276409 = -141529.343285
  nChanged 25
		SP:Iteration 17Q (5182.600000 sec): 3 clusters
  Score: Raw -143958.785103 + Penalty 2375.276409 = -141583.508694
  nChanged 25
		SP:Iteration 18Q (5182.610000 sec): 3 clusters
  Score: Raw -144006.062232 + Penalty 2375.276409 = -141630.785822
  nChanged 25
		SP:Iteration 19Q (5182.610000 sec): 3 clusters
  Score: Raw -144047.708311 + Penalty 2375.276409 = -141672.431902
  nChanged 26
		SP:Iteration 20F (5182.610000 sec): 3 clusters
  Score: Raw -144075.416793 + Penalty 2375.276409 = -141700.140384
  nChanged 16
		SP:Iteration 21Q (5182.610000 sec): 3 clusters
  Score: Raw -144092.080631 + Penalty 2375.276409 = -141716.804222
  nChanged 14
		SP:Iteration 22Q (5182.620000 sec): 3 clusters
  Score: Raw -144109.216377 + Penalty 2375.276409 = -141733.939968
  nChanged 16
		SP:Iteration 23Q (5182.620000 sec): 3 clusters
  Score: Raw -144136.320576 + Penalty 2375.276409 = -141761.044167
  nChanged 16
		SP:Iteration 24Q (5182.630000 sec): 3 clusters
  Score: Raw -144179.571845 + Penalty 2375.276409 = -141804.295436
  nChanged 21
		SP:Iteration 25Q (5182.630000 sec): 3 clusters
  Score: Raw -144245.512138 + Penalty 2375.276409 = -141870.235728
  nChanged 21
		SP:Iteration 26Q (5182.630000 sec): 3 clusters
  Score: Raw -144286.625476 + Penalty 2375.276409 = -141911.349067
  nChanged 16
		SP:Iteration 27Q (5182.630000 sec): 3 clusters
  Score: Raw -144318.337442 + Penalty 2375.276409 = -141943.061033
  nChanged 16
		SP:Iteration 28Q (5182.630000 sec): 3 clusters
  Score: Raw -144333.442322 + Penalty 2375.276409 = -141958.165913
  nChanged 11
		SP:Iteration 29Q (5182.640000 sec): 3 clusters
  Score: Raw -144342.937505 + Penalty 2375.276409 = -141967.661096
  nChanged 8
		SP:Iteration 30Q (5182.640000 sec): 3 clusters
  Score: Raw -144350.910550 + Penalty 2375.276409 = -141975.634141
  nChanged 8
		SP:Iteration 31Q (5182.640000 sec): 3 clusters
  Score: Raw -144363.303868 + Penalty 2375.276409 = -141988.027458
  nChanged 13
		SP:Iteration 32Q (5182.650000 sec): 3 clusters
  Score: Raw -144382.574425 + Penalty 2375.276409 = -142007.298016
  nChanged 9
		SP:Iteration 33Q (5182.650000 sec): 3 clusters
  Score: Raw -144391.296805 + Penalty 2375.276409 = -142016.020396
  nChanged 9
		SP:Iteration 34Q (5182.650000 sec): 3 clusters
  Score: Raw -144398.950495 + Penalty 2375.276409 = -142023.674086
  nChanged 4
		SP:Iteration 35Q (5182.650000 sec): 3 clusters
  Score: Raw -144401.996782 + Penalty 2375.276409 = -142026.720373
  nChanged 0
		SP:Iteration 36F (5182.660000 sec): 3 clusters
  Score: Raw -144401.996782 + Penalty 2375.276409 = -142026.720373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (64891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5182.860000 sec): 2 clusters
  Score: Raw -6646752.118009 + Penalty 1800.575435 = -6644951.542574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5183.030000 sec): 3 clusters
  Score: Raw -6605369.255535 + Penalty 3601.150871 = -6601768.104664
  nChanged 30524
		SP:Iteration 1F (5183.200000 sec): 3 clusters
  Score: Raw -6623062.377866 + Penalty 3601.150871 = -6619461.226995
  nChanged 2617
		SP:Iteration 2Q (5183.370000 sec): 3 clusters
  Score: Raw -6624106.999748 + Penalty 3601.150871 = -6620505.848877
  nChanged 3032
		SP:Iteration 3Q (5183.540000 sec): 3 clusters
  Score: Raw -6625645.913056 + Penalty 3601.150871 = -6622044.762185
  nChanged 3514
		SP:Iteration 4F (5183.710000 sec): 3 clusters
  Score: Raw -6627839.649541 + Penalty 3601.150871 = -6624238.498670
  nChanged 3908
		SP:Iteration 5F (5183.880000 sec): 3 clusters
  Score: Raw -6630727.919052 + Penalty 3601.150871 = -6627126.768181
  nChanged 4166
		SP:Iteration 6F (5184.050000 sec): 3 clusters
  Score: Raw -6633918.774171 + Penalty 3601.150871 = -6630317.623300
  nChanged 3911
		SP:Iteration 7F (5184.210000 sec): 3 clusters
  Score: Raw -6636664.680034 + Penalty 3601.150871 = -6633063.529164
  nChanged 3283
		SP:Iteration 8F (5184.390000 sec): 3 clusters
  Score: Raw -6638678.151180 + Penalty 3601.150871 = -6635077.000309
  nChanged 2780
		SP:Iteration 9Q (5184.550000 sec): 3 clusters
  Score: Raw -6640268.598326 + Penalty 3601.150871 = -6636667.447456
  nChanged 2328
		SP:Iteration 10Q (5184.710000 sec): 3 clusters
  Score: Raw -6641502.440168 + Penalty 3601.150871 = -6637901.289297
  nChanged 2084
		SP:Iteration 11Q (5184.860000 sec): 3 clusters
  Score: Raw -6642588.763419 + Penalty 3601.150871 = -6638987.612548
  nChanged 1842
		SP:Iteration 12Q (5185.010000 sec): 3 clusters
  Score: Raw -6643525.925854 + Penalty 3601.150871 = -6639924.774983
  nChanged 1570
		SP:Iteration 13Q (5185.150000 sec): 3 clusters
  Score: Raw -6644295.316207 + Penalty 3601.150871 = -6640694.165336
  nChanged 1316
		SP:Iteration 14Q (5185.290000 sec): 3 clusters
  Score: Raw -6644920.728158 + Penalty 3601.150871 = -6641319.577287
  nChanged 1099
		SP:Iteration 15Q (5185.430000 sec): 3 clusters
  Score: Raw -6645411.573627 + Penalty 3601.150871 = -6641810.422756
  nChanged 839
		SP:Iteration 16Q (5185.570000 sec): 3 clusters
  Score: Raw -6645786.217734 + Penalty 3601.150871 = -6642185.066863
  nChanged 660
		SP:Iteration 17Q (5185.700000 sec): 3 clusters
  Score: Raw -6646077.911884 + Penalty 3601.150871 = -6642476.761013
  nChanged 480
		SP:Iteration 18Q (5185.830000 sec): 3 clusters
  Score: Raw -6646287.958506 + Penalty 3601.150871 = -6642686.807635
  nChanged 372
		SP:Iteration 19Q (5185.960000 sec): 3 clusters
  Score: Raw -6646457.415964 + Penalty 3601.150871 = -6642856.265093
  nChanged 279
		SP:Iteration 20F (5186.130000 sec): 3 clusters
  Score: Raw -6646585.715154 + Penalty 3601.150871 = -6642984.564283
  nChanged 228
		SP:Iteration 21Q (5186.250000 sec): 3 clusters
  Score: Raw -6646690.644743 + Penalty 3601.150871 = -6643089.493872
  nChanged 160
		SP:Iteration 22Q (5186.370000 sec): 3 clusters
  Score: Raw -6646755.882925 + Penalty 3601.150871 = -6643154.732054
  nChanged 116
		SP:Iteration 23Q (5186.500000 sec): 3 clusters
  Score: Raw -6646808.191330 + Penalty 3601.150871 = -6643207.040459
  nChanged 113
		SP:Iteration 24Q (5186.620000 sec): 3 clusters
  Score: Raw -6646865.763855 + Penalty 3601.150871 = -6643264.612984
  nChanged 87
		SP:Iteration 25Q (5186.750000 sec): 3 clusters
  Score: Raw -6646909.149790 + Penalty 3601.150871 = -6643307.998919
  nChanged 74
		SP:Iteration 26Q (5186.860000 sec): 3 clusters
  Score: Raw -6646950.722522 + Penalty 3601.150871 = -6643349.571651
  nChanged 58
		SP:Iteration 27Q (5186.980000 sec): 3 clusters
  Score: Raw -6646982.212975 + Penalty 3601.150871 = -6643381.062104
  nChanged 51
		SP:Iteration 28Q (5187.100000 sec): 3 clusters
  Score: Raw -6647007.433952 + Penalty 3601.150871 = -6643406.283081
  nChanged 35
		SP:Iteration 29Q (5187.210000 sec): 3 clusters
  Score: Raw -6647024.423014 + Penalty 3601.150871 = -6643423.272143
  nChanged 27
		SP:Iteration 30Q (5187.330000 sec): 3 clusters
  Score: Raw -6647037.467002 + Penalty 3601.150871 = -6643436.316131
  nChanged 18
		SP:Iteration 31Q (5187.450000 sec): 3 clusters
  Score: Raw -6647046.354326 + Penalty 3601.150871 = -6643445.203456
  nChanged 18
		SP:Iteration 32Q (5187.560000 sec): 3 clusters
  Score: Raw -6647056.440462 + Penalty 3601.150871 = -6643455.289591
  nChanged 19
		SP:Iteration 33Q (5187.680000 sec): 3 clusters
  Score: Raw -6647067.689727 + Penalty 3601.150871 = -6643466.538856
  nChanged 15
		SP:Iteration 34Q (5187.800000 sec): 3 clusters
  Score: Raw -6647074.161078 + Penalty 3601.150871 = -6643473.010207
  nChanged 13
		SP:Iteration 35Q (5187.910000 sec): 3 clusters
  Score: Raw -6647081.273989 + Penalty 3601.150871 = -6643480.123118
  nChanged 11
		SP:Iteration 36Q (5188.030000 sec): 3 clusters
  Score: Raw -6647086.974582 + Penalty 3601.150871 = -6643485.823711
  nChanged 7
		SP:Iteration 37Q (5188.150000 sec): 3 clusters
  Score: Raw -6647090.774067 + Penalty 3601.150871 = -6643489.623196
  nChanged 9
		SP:Iteration 38Q (5188.270000 sec): 3 clusters
  Score: Raw -6647094.967901 + Penalty 3601.150871 = -6643493.817030
  nChanged 11
		SP:Iteration 39Q (5188.380000 sec): 3 clusters
  Score: Raw -6647100.091137 + Penalty 3601.150871 = -6643498.940266
  nChanged 10
		SP:Iteration 40F (5188.550000 sec): 3 clusters
  Score: Raw -6647105.131976 + Penalty 3601.150871 = -6643503.981105
  nChanged 12
		SP:Iteration 41Q (5188.670000 sec): 3 clusters
  Score: Raw -6647110.525174 + Penalty 3601.150871 = -6643509.374303
  nChanged 10
		SP:Iteration 42Q (5188.780000 sec): 3 clusters
  Score: Raw -6647113.820104 + Penalty 3601.150871 = -6643512.669233
  nChanged 4
		SP:Iteration 43Q (5188.900000 sec): 3 clusters
  Score: Raw -6647115.230498 + Penalty 3601.150871 = -6643514.079628
  nChanged 3
		SP:Iteration 44Q (5189.010000 sec): 3 clusters
  Score: Raw -6647117.196170 + Penalty 3601.150871 = -6643516.045299
  nChanged 5
		SP:Iteration 45Q (5189.130000 sec): 3 clusters
  Score: Raw -6647119.388903 + Penalty 3601.150871 = -6643518.238032
  nChanged 6
		SP:Iteration 46Q (5189.250000 sec): 3 clusters
  Score: Raw -6647122.383244 + Penalty 3601.150871 = -6643521.232374
  nChanged 3
		SP:Iteration 47Q (5189.360000 sec): 3 clusters
  Score: Raw -6647123.889048 + Penalty 3601.150871 = -6643522.738177
  nChanged 3
		SP:Iteration 48Q (5189.480000 sec): 3 clusters
  Score: Raw -6647125.166243 + Penalty 3601.150871 = -6643524.015372
  nChanged 1
		SP:Iteration 49Q (5189.590000 sec): 3 clusters
  Score: Raw -6647125.357013 + Penalty 3601.150871 = -6643524.206143
  nChanged 2
		SP:Iteration 50Q (5189.710000 sec): 3 clusters
  Score: Raw -6647125.971862 + Penalty 3601.150871 = -6643524.820991
  nChanged 2
		SP:Iteration 51Q (5189.830000 sec): 3 clusters
  Score: Raw -6647126.555854 + Penalty 3601.150871 = -6643525.404984
  nChanged 0
		SP:Iteration 52F (5189.990000 sec): 3 clusters
  Score: Raw -6647126.555854 + Penalty 3601.150871 = -6643525.404984
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (3564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5190.040000 sec): 2 clusters
  Score: Raw -314285.779884 + Penalty 1329.028803 = -312956.751081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5190.040000 sec): 3 clusters
  Score: Raw -312572.268983 + Penalty 2658.057606 = -309914.211377
  nChanged 1420
		SP:Iteration 1F (5190.050000 sec): 3 clusters
  Score: Raw -313541.155507 + Penalty 2658.057606 = -310883.097900
  nChanged 348
		SP:Iteration 2F (5190.060000 sec): 3 clusters
  Score: Raw -313830.273374 + Penalty 2658.057606 = -311172.215768
  nChanged 248
		SP:Iteration 3F (5190.070000 sec): 3 clusters
  Score: Raw -314033.222628 + Penalty 2658.057606 = -311375.165022
  nChanged 212
		SP:Iteration 4F (5190.080000 sec): 3 clusters
  Score: Raw -314204.568684 + Penalty 2658.057606 = -311546.511077
  nChanged 196
		SP:Iteration 5F (5190.090000 sec): 3 clusters
  Score: Raw -314368.948925 + Penalty 2658.057606 = -311710.891319
  nChanged 164
		SP:Iteration 6Q (5190.100000 sec): 3 clusters
  Score: Raw -314508.151918 + Penalty 2658.057606 = -311850.094312
  nChanged 137
		SP:Iteration 7Q (5190.110000 sec): 3 clusters
  Score: Raw -314643.335587 + Penalty 2658.057606 = -311985.277981
  nChanged 101
		SP:Iteration 8Q (5190.110000 sec): 3 clusters
  Score: Raw -314729.125792 + Penalty 2658.057606 = -312071.068186
  nChanged 81
		SP:Iteration 9Q (5190.120000 sec): 3 clusters
  Score: Raw -314781.522872 + Penalty 2658.057606 = -312123.465266
  nChanged 61
		SP:Iteration 10Q (5190.130000 sec): 3 clusters
  Score: Raw -314827.895391 + Penalty 2658.057606 = -312169.837785
  nChanged 41
		SP:Iteration 11Q (5190.140000 sec): 3 clusters
  Score: Raw -314851.915781 + Penalty 2658.057606 = -312193.858175
  nChanged 23
		SP:Iteration 12Q (5190.150000 sec): 3 clusters
  Score: Raw -314860.394128 + Penalty 2658.057606 = -312202.336522
  nChanged 14
		SP:Iteration 13Q (5190.150000 sec): 3 clusters
  Score: Raw -314868.342919 + Penalty 2658.057606 = -312210.285313
  nChanged 10
		SP:Iteration 14Q (5190.160000 sec): 3 clusters
  Score: Raw -314872.693474 + Penalty 2658.057606 = -312214.635867
  nChanged 9
		SP:Iteration 15Q (5190.170000 sec): 3 clusters
  Score: Raw -314877.904118 + Penalty 2658.057606 = -312219.846512
  nChanged 8
		SP:Iteration 16Q (5190.180000 sec): 3 clusters
  Score: Raw -314880.541486 + Penalty 2658.057606 = -312222.483880
  nChanged 5
		SP:Iteration 17Q (5190.190000 sec): 3 clusters
  Score: Raw -314882.777032 + Penalty 2658.057606 = -312224.719426
  nChanged 7
		SP:Iteration 18Q (5190.200000 sec): 3 clusters
  Score: Raw -314887.070388 + Penalty 2658.057606 = -312229.012782
  nChanged 12
		SP:Iteration 19Q (5190.210000 sec): 3 clusters
  Score: Raw -314893.151949 + Penalty 2658.057606 = -312235.094342
  nChanged 14
		SP:Iteration 20F (5190.210000 sec): 3 clusters
  Score: Raw -314899.290659 + Penalty 2658.057606 = -312241.233053
  nChanged 10
		SP:Iteration 21Q (5190.220000 sec): 3 clusters
  Score: Raw -314903.430336 + Penalty 2658.057606 = -312245.372730
  nChanged 11
		SP:Iteration 22Q (5190.230000 sec): 3 clusters
  Score: Raw -314906.595614 + Penalty 2658.057606 = -312248.538007
  nChanged 7
		SP:Iteration 23Q (5190.240000 sec): 3 clusters
  Score: Raw -314908.581527 + Penalty 2658.057606 = -312250.523920
  nChanged 4
		SP:Iteration 24Q (5190.250000 sec): 3 clusters
  Score: Raw -314909.743751 + Penalty 2658.057606 = -312251.686145
  nChanged 3
		SP:Iteration 25Q (5190.260000 sec): 3 clusters
  Score: Raw -314910.924475 + Penalty 2658.057606 = -312252.866869
  nChanged 1
		SP:Iteration 26Q (5190.270000 sec): 3 clusters
  Score: Raw -314911.218811 + Penalty 2658.057606 = -312253.161205
  nChanged 2
		SP:Iteration 27Q (5190.270000 sec): 3 clusters
  Score: Raw -314912.120277 + Penalty 2658.057606 = -312254.062670
  nChanged 1
		SP:Iteration 28Q (5190.280000 sec): 3 clusters
  Score: Raw -314912.249363 + Penalty 2658.057606 = -312254.191756
  nChanged 0
		SP:Iteration 29F (5190.290000 sec): 3 clusters
  Score: Raw -314912.249363 + Penalty 2658.057606 = -312254.191756
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5190.310000 sec): 2 clusters
  Score: Raw -445253.256771 + Penalty 1371.866292 = -443881.390479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5190.320000 sec): 3 clusters
  Score: Raw -442897.984180 + Penalty 2743.732584 = -440154.251596
  nChanged 1825
		SP:Iteration 1F (5190.330000 sec): 3 clusters
  Score: Raw -444049.153120 + Penalty 2743.732584 = -441305.420536
  nChanged 442
		SP:Iteration 2F (5190.340000 sec): 3 clusters
  Score: Raw -444408.788399 + Penalty 2743.732584 = -441665.055815
  nChanged 359
		SP:Iteration 3F (5190.350000 sec): 3 clusters
  Score: Raw -444695.211965 + Penalty 2743.732584 = -441951.479381
  nChanged 270
		SP:Iteration 4F (5190.370000 sec): 3 clusters
  Score: Raw -444893.324933 + Penalty 2743.732584 = -442149.592349
  nChanged 228
		SP:Iteration 5Q (5190.380000 sec): 3 clusters
  Score: Raw -445071.366088 + Penalty 2743.732584 = -442327.633504
  nChanged 184
		SP:Iteration 6Q (5190.390000 sec): 3 clusters
  Score: Raw -445220.613289 + Penalty 2743.732584 = -442476.880705
  nChanged 205
		SP:Iteration 7Q (5190.400000 sec): 3 clusters
  Score: Raw -445384.425268 + Penalty 2743.732584 = -442640.692684
  nChanged 219
		SP:Iteration 8Q (5190.410000 sec): 3 clusters
  Score: Raw -445624.567221 + Penalty 2743.732584 = -442880.834637
  nChanged 239
		SP:Iteration 9F (5190.420000 sec): 3 clusters
  Score: Raw -445954.719751 + Penalty 2743.732584 = -443210.987167
  nChanged 244
		SP:Iteration 10F (5190.430000 sec): 3 clusters
  Score: Raw -446291.144750 + Penalty 2743.732584 = -443547.412166
  nChanged 224
		SP:Iteration 11Q (5190.440000 sec): 3 clusters
  Score: Raw -446520.259559 + Penalty 2743.732584 = -443776.526975
  nChanged 214
		SP:Iteration 12Q (5190.450000 sec): 3 clusters
  Score: Raw -446673.832283 + Penalty 2743.732584 = -443930.099699
  nChanged 161
		SP:Iteration 13Q (5190.470000 sec): 3 clusters
  Score: Raw -446777.411733 + Penalty 2743.732584 = -444033.679149
  nChanged 125
		SP:Iteration 14Q (5190.470000 sec): 3 clusters
  Score: Raw -446850.563494 + Penalty 2743.732584 = -444106.830910
  nChanged 109
		SP:Iteration 15Q (5190.490000 sec): 3 clusters
  Score: Raw -446909.526231 + Penalty 2743.732584 = -444165.793647
  nChanged 85
		SP:Iteration 16Q (5190.500000 sec): 3 clusters
  Score: Raw -446967.384107 + Penalty 2743.732584 = -444223.651523
  nChanged 75
		SP:Iteration 17Q (5190.510000 sec): 3 clusters
  Score: Raw -447028.130529 + Penalty 2743.732584 = -444284.397945
  nChanged 89
		SP:Iteration 18Q (5190.520000 sec): 3 clusters
  Score: Raw -447097.118033 + Penalty 2743.732584 = -444353.385449
  nChanged 64
		SP:Iteration 19Q (5190.530000 sec): 3 clusters
  Score: Raw -447142.101276 + Penalty 2743.732584 = -444398.368692
  nChanged 47
		SP:Iteration 20F (5190.540000 sec): 3 clusters
  Score: Raw -447174.429594 + Penalty 2743.732584 = -444430.697010
  nChanged 44
		SP:Iteration 21Q (5190.550000 sec): 3 clusters
  Score: Raw -447196.116371 + Penalty 2743.732584 = -444452.383787
  nChanged 31
		SP:Iteration 22Q (5190.560000 sec): 3 clusters
  Score: Raw -447206.872930 + Penalty 2743.732584 = -444463.140346
  nChanged 22
		SP:Iteration 23Q (5190.570000 sec): 3 clusters
  Score: Raw -447214.876661 + Penalty 2743.732584 = -444471.144077
  nChanged 16
		SP:Iteration 24Q (5190.580000 sec): 3 clusters
  Score: Raw -447221.784803 + Penalty 2743.732584 = -444478.052219
  nChanged 14
		SP:Iteration 25Q (5190.590000 sec): 3 clusters
  Score: Raw -447227.465424 + Penalty 2743.732584 = -444483.732840
  nChanged 14
		SP:Iteration 26Q (5190.600000 sec): 3 clusters
  Score: Raw -447233.431384 + Penalty 2743.732584 = -444489.698800
  nChanged 15
		SP:Iteration 27Q (5190.610000 sec): 3 clusters
  Score: Raw -447240.899557 + Penalty 2743.732584 = -444497.166973
  nChanged 14
		SP:Iteration 28Q (5190.620000 sec): 3 clusters
  Score: Raw -447245.698542 + Penalty 2743.732584 = -444501.965958
  nChanged 8
		SP:Iteration 29Q (5190.630000 sec): 3 clusters
  Score: Raw -447248.374237 + Penalty 2743.732584 = -444504.641653
  nChanged 6
		SP:Iteration 30Q (5190.640000 sec): 3 clusters
  Score: Raw -447251.230446 + Penalty 2743.732584 = -444507.497862
  nChanged 2
		SP:Iteration 31Q (5190.650000 sec): 3 clusters
  Score: Raw -447251.667247 + Penalty 2743.732584 = -444507.934663
  nChanged 2
		SP:Iteration 32Q (5190.660000 sec): 3 clusters
  Score: Raw -447252.069719 + Penalty 2743.732584 = -444508.337135
  nChanged 2
		SP:Iteration 33Q (5190.670000 sec): 3 clusters
  Score: Raw -447252.570032 + Penalty 2743.732584 = -444508.837448
  nChanged 1
		SP:Iteration 34Q (5190.670000 sec): 3 clusters
  Score: Raw -447252.731704 + Penalty 2743.732584 = -444508.999120
  nChanged 1
		SP:Iteration 35Q (5190.690000 sec): 3 clusters
  Score: Raw -447252.806157 + Penalty 2743.732584 = -444509.073573
  nChanged 0
		SP:Iteration 36F (5190.700000 sec): 3 clusters
  Score: Raw -447252.806157 + Penalty 2743.732584 = -444509.073573
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5190.750000 sec): 2 clusters
  Score: Raw -1694574.556200 + Penalty 1582.476684 = -1692992.079516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5190.800000 sec): 3 clusters
  Score: Raw -1684496.242826 + Penalty 3164.953368 = -1681331.289458
  nChanged 7532
		SP:Iteration 1F (5190.840000 sec): 3 clusters
  Score: Raw -1688615.796034 + Penalty 3164.953368 = -1685450.842666
  nChanged 946
		SP:Iteration 2F (5190.890000 sec): 3 clusters
  Score: Raw -1689022.288451 + Penalty 3164.953368 = -1685857.335083
  nChanged 917
		SP:Iteration 3F (5190.930000 sec): 3 clusters
  Score: Raw -1689448.881964 + Penalty 3164.953368 = -1686283.928596
  nChanged 911
		SP:Iteration 4F (5190.970000 sec): 3 clusters
  Score: Raw -1689938.987855 + Penalty 3164.953368 = -1686774.034487
  nChanged 962
		SP:Iteration 5F (5191.020000 sec): 3 clusters
  Score: Raw -1690500.787311 + Penalty 3164.953368 = -1687335.833943
  nChanged 1020
		SP:Iteration 6F (5191.060000 sec): 3 clusters
  Score: Raw -1691138.305219 + Penalty 3164.953368 = -1687973.351851
  nChanged 988
		SP:Iteration 7F (5191.100000 sec): 3 clusters
  Score: Raw -1691662.770604 + Penalty 3164.953368 = -1688497.817236
  nChanged 830
		SP:Iteration 8Q (5191.150000 sec): 3 clusters
  Score: Raw -1692045.205006 + Penalty 3164.953368 = -1688880.251638
  nChanged 679
		SP:Iteration 9Q (5191.190000 sec): 3 clusters
  Score: Raw -1692308.482118 + Penalty 3164.953368 = -1689143.528750
  nChanged 571
		SP:Iteration 10Q (5191.230000 sec): 3 clusters
  Score: Raw -1692509.899287 + Penalty 3164.953368 = -1689344.945919
  nChanged 472
		SP:Iteration 11Q (5191.280000 sec): 3 clusters
  Score: Raw -1692645.610660 + Penalty 3164.953368 = -1689480.657292
  nChanged 358
		SP:Iteration 12Q (5191.320000 sec): 3 clusters
  Score: Raw -1692735.237570 + Penalty 3164.953368 = -1689570.284203
  nChanged 318
		SP:Iteration 13Q (5191.370000 sec): 3 clusters
  Score: Raw -1692810.842443 + Penalty 3164.953368 = -1689645.889075
  nChanged 247
		SP:Iteration 14Q (5191.410000 sec): 3 clusters
  Score: Raw -1692864.193879 + Penalty 3164.953368 = -1689699.240512
  nChanged 227
		SP:Iteration 15Q (5191.450000 sec): 3 clusters
  Score: Raw -1692911.119900 + Penalty 3164.953368 = -1689746.166533
  nChanged 201
		SP:Iteration 16Q (5191.500000 sec): 3 clusters
  Score: Raw -1692955.319772 + Penalty 3164.953368 = -1689790.366404
  nChanged 208
		SP:Iteration 17Q (5191.540000 sec): 3 clusters
  Score: Raw -1692995.683493 + Penalty 3164.953368 = -1689830.730126
  nChanged 195
		SP:Iteration 18Q (5191.590000 sec): 3 clusters
  Score: Raw -1693033.667701 + Penalty 3164.953368 = -1689868.714334
  nChanged 183
		SP:Iteration 19Q (5191.630000 sec): 3 clusters
  Score: Raw -1693067.985611 + Penalty 3164.953368 = -1689903.032243
  nChanged 189
		SP:Iteration 20F (5191.670000 sec): 3 clusters
  Score: Raw -1693109.291853 + Penalty 3164.953368 = -1689944.338485
  nChanged 211
		SP:Iteration 21Q (5191.720000 sec): 3 clusters
  Score: Raw -1693161.685918 + Penalty 3164.953368 = -1689996.732550
  nChanged 231
		SP:Iteration 22Q (5191.770000 sec): 3 clusters
  Score: Raw -1693220.659202 + Penalty 3164.953368 = -1690055.705834
  nChanged 223
		SP:Iteration 23Q (5191.810000 sec): 3 clusters
  Score: Raw -1693278.132752 + Penalty 3164.953368 = -1690113.179385
  nChanged 222
		SP:Iteration 24Q (5191.850000 sec): 3 clusters
  Score: Raw -1693337.799727 + Penalty 3164.953368 = -1690172.846359
  nChanged 230
		SP:Iteration 25Q (5191.900000 sec): 3 clusters
  Score: Raw -1693402.615325 + Penalty 3164.953368 = -1690237.661957
  nChanged 235
		SP:Iteration 26Q (5191.940000 sec): 3 clusters
  Score: Raw -1693475.199670 + Penalty 3164.953368 = -1690310.246302
  nChanged 239
		SP:Iteration 27Q (5191.990000 sec): 3 clusters
  Score: Raw -1693557.826331 + Penalty 3164.953368 = -1690392.872963
  nChanged 242
		SP:Iteration 28Q (5192.030000 sec): 3 clusters
  Score: Raw -1693656.649312 + Penalty 3164.953368 = -1690491.695944
  nChanged 273
		SP:Iteration 29Q (5192.080000 sec): 3 clusters
  Score: Raw -1693770.515533 + Penalty 3164.953368 = -1690605.562165
  nChanged 273
		SP:Iteration 30Q (5192.120000 sec): 3 clusters
  Score: Raw -1693878.485385 + Penalty 3164.953368 = -1690713.532017
  nChanged 251
		SP:Iteration 31Q (5192.170000 sec): 3 clusters
  Score: Raw -1693980.555175 + Penalty 3164.953368 = -1690815.601808
  nChanged 216
		SP:Iteration 32Q (5192.210000 sec): 3 clusters
  Score: Raw -1694078.737537 + Penalty 3164.953368 = -1690913.784169
  nChanged 220
		SP:Iteration 33Q (5192.250000 sec): 3 clusters
  Score: Raw -1694179.535896 + Penalty 3164.953368 = -1691014.582528
  nChanged 186
		SP:Iteration 34Q (5192.290000 sec): 3 clusters
  Score: Raw -1694267.315585 + Penalty 3164.953368 = -1691102.362217
  nChanged 161
		SP:Iteration 35Q (5192.340000 sec): 3 clusters
  Score: Raw -1694338.615638 + Penalty 3164.953368 = -1691173.662270
  nChanged 154
		SP:Iteration 36Q (5192.380000 sec): 3 clusters
  Score: Raw -1694406.330366 + Penalty 3164.953368 = -1691241.376998
  nChanged 118
		SP:Iteration 37Q (5192.420000 sec): 3 clusters
  Score: Raw -1694463.298676 + Penalty 3164.953368 = -1691298.345308
  nChanged 105
		SP:Iteration 38Q (5192.460000 sec): 3 clusters
  Score: Raw -1694518.692851 + Penalty 3164.953368 = -1691353.739483
  nChanged 100
		SP:Iteration 39Q (5192.510000 sec): 3 clusters
  Score: Raw -1694572.933457 + Penalty 3164.953368 = -1691407.980090
  nChanged 93
		SP:Iteration 40F (5192.550000 sec): 3 clusters
  Score: Raw -1694621.955561 + Penalty 3164.953368 = -1691457.002193
  nChanged 76
		SP:Iteration 41Q (5192.590000 sec): 3 clusters
  Score: Raw -1694660.049225 + Penalty 3164.953368 = -1691495.095857
  nChanged 75
		SP:Iteration 42Q (5192.630000 sec): 3 clusters
  Score: Raw -1694702.515454 + Penalty 3164.953368 = -1691537.562087
  nChanged 63
		SP:Iteration 43Q (5192.670000 sec): 3 clusters
  Score: Raw -1694743.175688 + Penalty 3164.953368 = -1691578.222320
  nChanged 63
		SP:Iteration 44Q (5192.710000 sec): 3 clusters
  Score: Raw -1694795.759046 + Penalty 3164.953368 = -1691630.805679
  nChanged 60
		SP:Iteration 45Q (5192.750000 sec): 3 clusters
  Score: Raw -1694837.670061 + Penalty 3164.953368 = -1691672.716693
  nChanged 49
		SP:Iteration 46Q (5192.790000 sec): 3 clusters
  Score: Raw -1694875.160726 + Penalty 3164.953368 = -1691710.207359
  nChanged 37
		SP:Iteration 47Q (5192.820000 sec): 3 clusters
  Score: Raw -1694906.947202 + Penalty 3164.953368 = -1691741.993834
  nChanged 41
		SP:Iteration 48Q (5192.860000 sec): 3 clusters
  Score: Raw -1694931.624266 + Penalty 3164.953368 = -1691766.670898
  nChanged 25
		SP:Iteration 49Q (5192.900000 sec): 3 clusters
  Score: Raw -1694945.663942 + Penalty 3164.953368 = -1691780.710574
  nChanged 19
		SP:Iteration 50Q (5192.940000 sec): 3 clusters
  Score: Raw -1694953.803649 + Penalty 3164.953368 = -1691788.850281
  nChanged 15
		SP:Iteration 51Q (5192.970000 sec): 3 clusters
  Score: Raw -1694960.276829 + Penalty 3164.953368 = -1691795.323461
  nChanged 9
		SP:Iteration 52Q (5193.010000 sec): 3 clusters
  Score: Raw -1694963.699318 + Penalty 3164.953368 = -1691798.745951
  nChanged 4
		SP:Iteration 53Q (5193.040000 sec): 3 clusters
  Score: Raw -1694965.864211 + Penalty 3164.953368 = -1691800.910843
  nChanged 5
		SP:Iteration 54Q (5193.080000 sec): 3 clusters
  Score: Raw -1694967.907379 + Penalty 3164.953368 = -1691802.954012
  nChanged 6
		SP:Iteration 55Q (5193.120000 sec): 3 clusters
  Score: Raw -1694972.193128 + Penalty 3164.953368 = -1691807.239760
  nChanged 8
		SP:Iteration 56Q (5193.150000 sec): 3 clusters
  Score: Raw -1694977.613570 + Penalty 3164.953368 = -1691812.660203
  nChanged 7
		SP:Iteration 57Q (5193.190000 sec): 3 clusters
  Score: Raw -1694981.037355 + Penalty 3164.953368 = -1691816.083988
  nChanged 6
		SP:Iteration 58Q (5193.220000 sec): 3 clusters
  Score: Raw -1694985.968152 + Penalty 3164.953368 = -1691821.014784
  nChanged 8
		SP:Iteration 59Q (5193.250000 sec): 3 clusters
  Score: Raw -1694991.767284 + Penalty 3164.953368 = -1691826.813916
  nChanged 6
		SP:Iteration 60F (5193.300000 sec): 3 clusters
  Score: Raw -1694994.716792 + Penalty 3164.953368 = -1691829.763424
  nChanged 5
		SP:Iteration 61Q (5193.330000 sec): 3 clusters
  Score: Raw -1694996.735957 + Penalty 3164.953368 = -1691831.782589
  nChanged 4
		SP:Iteration 62Q (5193.360000 sec): 3 clusters
  Score: Raw -1694998.466968 + Penalty 3164.953368 = -1691833.513601
  nChanged 3
		SP:Iteration 63Q (5193.400000 sec): 3 clusters
  Score: Raw -1694999.512108 + Penalty 3164.953368 = -1691834.558741
  nChanged 1
		SP:Iteration 64Q (5193.430000 sec): 3 clusters
  Score: Raw -1695000.018871 + Penalty 3164.953368 = -1691835.065503
  nChanged 0
		SP:Iteration 65F (5193.480000 sec): 3 clusters
  Score: Raw -1695000.018871 + Penalty 3164.953368 = -1691835.065503
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (2046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5193.500000 sec): 2 clusters
  Score: Raw -200621.322212 + Penalty 1238.841816 = -199382.480396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5193.500000 sec): 3 clusters
  Score: Raw -199709.644644 + Penalty 2477.683633 = -197231.961011
  nChanged 729
		SP:Iteration 1F (5193.510000 sec): 3 clusters
  Score: Raw -200198.335640 + Penalty 2477.683633 = -197720.652007
  nChanged 167
		SP:Iteration 2F (5193.510000 sec): 3 clusters
  Score: Raw -200319.613653 + Penalty 2477.683633 = -197841.930020
  nChanged 101
		SP:Iteration 3Q (5193.520000 sec): 3 clusters
  Score: Raw -200389.499224 + Penalty 2477.683633 = -197911.815591
  nChanged 71
		SP:Iteration 4Q (5193.520000 sec): 3 clusters
  Score: Raw -200445.992633 + Penalty 2477.683633 = -197968.309000
  nChanged 80
		SP:Iteration 5Q (5193.530000 sec): 3 clusters
  Score: Raw -200511.813598 + Penalty 2477.683633 = -198034.129965
  nChanged 76
		SP:Iteration 6Q (5193.530000 sec): 3 clusters
  Score: Raw -200582.448444 + Penalty 2477.683633 = -198104.764812
  nChanged 80
		SP:Iteration 7Q (5193.540000 sec): 3 clusters
  Score: Raw -200658.652289 + Penalty 2477.683633 = -198180.968657
  nChanged 77
		SP:Iteration 8Q (5193.540000 sec): 3 clusters
  Score: Raw -200747.323028 + Penalty 2477.683633 = -198269.639396
  nChanged 72
		SP:Iteration 9Q (5193.550000 sec): 3 clusters
  Score: Raw -200836.339855 + Penalty 2477.683633 = -198358.656223
  nChanged 74
		SP:Iteration 10Q (5193.550000 sec): 3 clusters
  Score: Raw -200915.283902 + Penalty 2477.683633 = -198437.600269
  nChanged 61
		SP:Iteration 11Q (5193.560000 sec): 3 clusters
  Score: Raw -200988.753105 + Penalty 2477.683633 = -198511.069473
  nChanged 59
		SP:Iteration 12Q (5193.560000 sec): 3 clusters
  Score: Raw -201045.146144 + Penalty 2477.683633 = -198567.462511
  nChanged 47
		SP:Iteration 13Q (5193.570000 sec): 3 clusters
  Score: Raw -201088.162429 + Penalty 2477.683633 = -198610.478796
  nChanged 45
		SP:Iteration 14Q (5193.570000 sec): 3 clusters
  Score: Raw -201136.610420 + Penalty 2477.683633 = -198658.926788
  nChanged 40
		SP:Iteration 15Q (5193.580000 sec): 3 clusters
  Score: Raw -201169.075851 + Penalty 2477.683633 = -198691.392218
  nChanged 29
		SP:Iteration 16Q (5193.580000 sec): 3 clusters
  Score: Raw -201191.155162 + Penalty 2477.683633 = -198713.471530
  nChanged 21
		SP:Iteration 17Q (5193.590000 sec): 3 clusters
  Score: Raw -201205.120720 + Penalty 2477.683633 = -198727.437088
  nChanged 20
		SP:Iteration 18Q (5193.590000 sec): 3 clusters
  Score: Raw -201224.688057 + Penalty 2477.683633 = -198747.004424
  nChanged 18
		SP:Iteration 19Q (5193.600000 sec): 3 clusters
  Score: Raw -201235.923932 + Penalty 2477.683633 = -198758.240300
  nChanged 10
		SP:Iteration 20F (5193.600000 sec): 3 clusters
  Score: Raw -201242.137670 + Penalty 2477.683633 = -198764.454037
  nChanged 5
		SP:Iteration 21Q (5193.600000 sec): 3 clusters
  Score: Raw -201247.522228 + Penalty 2477.683633 = -198769.838595
  nChanged 8
		SP:Iteration 22Q (5193.610000 sec): 3 clusters
  Score: Raw -201252.362532 + Penalty 2477.683633 = -198774.678900
  nChanged 6
		SP:Iteration 23Q (5193.620000 sec): 3 clusters
  Score: Raw -201254.641120 + Penalty 2477.683633 = -198776.957487
  nChanged 5
		SP:Iteration 24Q (5193.620000 sec): 3 clusters
  Score: Raw -201256.473918 + Penalty 2477.683633 = -198778.790285
  nChanged 4
		SP:Iteration 25Q (5193.620000 sec): 3 clusters
  Score: Raw -201257.854792 + Penalty 2477.683633 = -198780.171160
  nChanged 2
		SP:Iteration 26Q (5193.630000 sec): 3 clusters
  Score: Raw -201258.797826 + Penalty 2477.683633 = -198781.114194
  nChanged 2
		SP:Iteration 27Q (5193.640000 sec): 3 clusters
  Score: Raw -201260.544090 + Penalty 2477.683633 = -198782.860458
  nChanged 4
		SP:Iteration 28Q (5193.640000 sec): 3 clusters
  Score: Raw -201263.836000 + Penalty 2477.683633 = -198786.152367
  nChanged 4
		SP:Iteration 29Q (5193.640000 sec): 3 clusters
  Score: Raw -201266.285635 + Penalty 2477.683633 = -198788.602003
  nChanged 2
		SP:Iteration 30Q (5193.650000 sec): 3 clusters
  Score: Raw -201268.657389 + Penalty 2477.683633 = -198790.973757
  nChanged 5
		SP:Iteration 31Q (5193.650000 sec): 3 clusters
  Score: Raw -201272.031909 + Penalty 2477.683633 = -198794.348276
  nChanged 4
		SP:Iteration 32Q (5193.660000 sec): 3 clusters
  Score: Raw -201273.943246 + Penalty 2477.683633 = -198796.259613
  nChanged 2
		SP:Iteration 33Q (5193.660000 sec): 3 clusters
  Score: Raw -201275.950768 + Penalty 2477.683633 = -198798.267136
  nChanged 2
		SP:Iteration 34Q (5193.670000 sec): 3 clusters
  Score: Raw -201277.613577 + Penalty 2477.683633 = -198799.929945
  nChanged 2
		SP:Iteration 35Q (5193.670000 sec): 3 clusters
  Score: Raw -201280.114991 + Penalty 2477.683633 = -198802.431358
  nChanged 3
		SP:Iteration 36Q (5193.680000 sec): 3 clusters
  Score: Raw -201285.111011 + Penalty 2477.683633 = -198807.427379
  nChanged 5
		SP:Iteration 37Q (5193.680000 sec): 3 clusters
  Score: Raw -201289.326691 + Penalty 2477.683633 = -198811.643058
  nChanged 6
		SP:Iteration 38Q (5193.680000 sec): 3 clusters
  Score: Raw -201294.009047 + Penalty 2477.683633 = -198816.325414
  nChanged 3
		SP:Iteration 39Q (5193.690000 sec): 3 clusters
  Score: Raw -201295.364453 + Penalty 2477.683633 = -198817.680821
  nChanged 1
		SP:Iteration 40F (5193.700000 sec): 3 clusters
  Score: Raw -201296.567540 + Penalty 2477.683633 = -198818.883908
  nChanged 3
		SP:Iteration 41Q (5193.700000 sec): 3 clusters
  Score: Raw -201297.468139 + Penalty 2477.683633 = -198819.784507
  nChanged 2
		SP:Iteration 42Q (5193.700000 sec): 3 clusters
  Score: Raw -201298.414158 + Penalty 2477.683633 = -198820.730526
  nChanged 1
		SP:Iteration 43Q (5193.710000 sec): 3 clusters
  Score: Raw -201298.754989 + Penalty 2477.683633 = -198821.071356
  nChanged 0
		SP:Iteration 44F (5193.710000 sec): 3 clusters
  Score: Raw -201298.754989 + Penalty 2477.683633 = -198821.071356
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5193.720000 sec): 2 clusters
  Score: Raw -190406.698528 + Penalty 1242.920216 = -189163.778312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5193.730000 sec): 3 clusters
  Score: Raw -189634.560691 + Penalty 2485.840431 = -187148.720260
  nChanged 756
		SP:Iteration 1F (5193.730000 sec): 3 clusters
  Score: Raw -190509.100593 + Penalty 2485.840431 = -188023.260161
  nChanged 269
		SP:Iteration 2F (5193.740000 sec): 3 clusters
  Score: Raw -191050.290136 + Penalty 2485.840431 = -188564.449705
  nChanged 236
		SP:Iteration 3F (5193.740000 sec): 3 clusters
  Score: Raw -191699.494197 + Penalty 2485.840431 = -189213.653766
  nChanged 198
		SP:Iteration 4F (5193.750000 sec): 3 clusters
  Score: Raw -192371.957733 + Penalty 2485.840431 = -189886.117301
  nChanged 101
		SP:Iteration 5Q (5193.750000 sec): 3 clusters
  Score: Raw -192731.494748 + Penalty 2485.840431 = -190245.654316
  nChanged 40
		SP:Iteration 6Q (5193.760000 sec): 3 clusters
  Score: Raw -193027.283029 + Penalty 2485.840431 = -190541.442597
  nChanged 22
		SP:Iteration 7Q (5193.760000 sec): 3 clusters
  Score: Raw -193288.548693 + Penalty 2485.840431 = -190802.708262
  nChanged 5
		SP:Iteration 8Q (5193.760000 sec): 3 clusters
  Score: Raw -193323.283210 + Penalty 2485.840431 = -190837.442778
  nChanged 1
		SP:Iteration 9Q (5193.770000 sec): 3 clusters
  Score: Raw -193374.864726 + Penalty 2485.840431 = -190889.024295
  nChanged 2
		SP:Iteration 10Q (5193.770000 sec): 3 clusters
  Score: Raw -193429.430241 + Penalty 2485.840431 = -190943.589809
  nChanged 2
		SP:Iteration 11Q (5193.770000 sec): 3 clusters
  Score: Raw -193489.821032 + Penalty 2485.840431 = -191003.980600
  nChanged 2
		SP:Iteration 12Q (5193.780000 sec): 3 clusters
  Score: Raw -193490.959570 + Penalty 2485.840431 = -191005.119138
  nChanged 0
		SP:Iteration 13F (5193.780000 sec): 3 clusters
  Score: Raw -193490.959570 + Penalty 2485.840431 = -191005.119138
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (6574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5193.810000 sec): 2 clusters
  Score: Raw -660966.569864 + Penalty 1428.517635 = -659538.052229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5193.820000 sec): 3 clusters
  Score: Raw -657499.521709 + Penalty 2857.035270 = -654642.486439
  nChanged 2712
		SP:Iteration 1F (5193.840000 sec): 3 clusters
  Score: Raw -659267.412509 + Penalty 2857.035270 = -656410.377239
  nChanged 658
		SP:Iteration 2F (5193.860000 sec): 3 clusters
  Score: Raw -660263.680731 + Penalty 2857.035270 = -657406.645461
  nChanged 728
		SP:Iteration 3F (5193.880000 sec): 3 clusters
  Score: Raw -661301.126385 + Penalty 2857.035270 = -658444.091115
  nChanged 606
		SP:Iteration 4F (5193.890000 sec): 3 clusters
  Score: Raw -661963.585811 + Penalty 2857.035270 = -659106.550541
  nChanged 405
		SP:Iteration 5F (5193.910000 sec): 3 clusters
  Score: Raw -662321.600314 + Penalty 2857.035270 = -659464.565044
  nChanged 240
		SP:Iteration 6Q (5193.920000 sec): 3 clusters
  Score: Raw -662467.032777 + Penalty 2857.035270 = -659609.997507
  nChanged 148
		SP:Iteration 7Q (5193.940000 sec): 3 clusters
  Score: Raw -662548.500507 + Penalty 2857.035270 = -659691.465237
  nChanged 107
		SP:Iteration 8Q (5193.950000 sec): 3 clusters
  Score: Raw -662603.865257 + Penalty 2857.035270 = -659746.829987
  nChanged 81
		SP:Iteration 9Q (5193.970000 sec): 3 clusters
  Score: Raw -662649.432309 + Penalty 2857.035270 = -659792.397039
  nChanged 56
		SP:Iteration 10Q (5193.980000 sec): 3 clusters
  Score: Raw -662672.479055 + Penalty 2857.035270 = -659815.443785
  nChanged 49
		SP:Iteration 11Q (5194.000000 sec): 3 clusters
  Score: Raw -662691.364686 + Penalty 2857.035270 = -659834.329416
  nChanged 38
		SP:Iteration 12Q (5194.010000 sec): 3 clusters
  Score: Raw -662709.630782 + Penalty 2857.035270 = -659852.595511
  nChanged 43
		SP:Iteration 13Q (5194.030000 sec): 3 clusters
  Score: Raw -662726.940200 + Penalty 2857.035270 = -659869.904930
  nChanged 43
		SP:Iteration 14Q (5194.040000 sec): 3 clusters
  Score: Raw -662746.328647 + Penalty 2857.035270 = -659889.293377
  nChanged 43
		SP:Iteration 15Q (5194.060000 sec): 3 clusters
  Score: Raw -662764.861684 + Penalty 2857.035270 = -659907.826414
  nChanged 33
		SP:Iteration 16Q (5194.070000 sec): 3 clusters
  Score: Raw -662777.019685 + Penalty 2857.035270 = -659919.984415
  nChanged 24
		SP:Iteration 17Q (5194.080000 sec): 3 clusters
  Score: Raw -662784.999207 + Penalty 2857.035270 = -659927.963936
  nChanged 19
		SP:Iteration 18Q (5194.100000 sec): 3 clusters
  Score: Raw -662790.966793 + Penalty 2857.035270 = -659933.931523
  nChanged 12
		SP:Iteration 19Q (5194.120000 sec): 3 clusters
  Score: Raw -662793.695982 + Penalty 2857.035270 = -659936.660712
  nChanged 10
		SP:Iteration 20F (5194.130000 sec): 3 clusters
  Score: Raw -662796.766103 + Penalty 2857.035270 = -659939.730833
  nChanged 6
		SP:Iteration 21Q (5194.150000 sec): 3 clusters
  Score: Raw -662798.206718 + Penalty 2857.035270 = -659941.171448
  nChanged 7
		SP:Iteration 22Q (5194.170000 sec): 3 clusters
  Score: Raw -662799.178978 + Penalty 2857.035270 = -659942.143708
  nChanged 5
		SP:Iteration 23Q (5194.180000 sec): 3 clusters
  Score: Raw -662800.396586 + Penalty 2857.035270 = -659943.361316
  nChanged 9
		SP:Iteration 24Q (5194.190000 sec): 3 clusters
  Score: Raw -662803.668238 + Penalty 2857.035270 = -659946.632967
  nChanged 11
		SP:Iteration 25Q (5194.210000 sec): 3 clusters
  Score: Raw -662807.825231 + Penalty 2857.035270 = -659950.789961
  nChanged 8
		SP:Iteration 26Q (5194.220000 sec): 3 clusters
  Score: Raw -662810.323611 + Penalty 2857.035270 = -659953.288341
  nChanged 6
		SP:Iteration 27Q (5194.240000 sec): 3 clusters
  Score: Raw -662813.770705 + Penalty 2857.035270 = -659956.735434
  nChanged 5
		SP:Iteration 28Q (5194.250000 sec): 3 clusters
  Score: Raw -662816.322649 + Penalty 2857.035270 = -659959.287378
  nChanged 9
		SP:Iteration 29Q (5194.270000 sec): 3 clusters
  Score: Raw -662819.367771 + Penalty 2857.035270 = -659962.332501
  nChanged 8
		SP:Iteration 30Q (5194.280000 sec): 3 clusters
  Score: Raw -662822.039129 + Penalty 2857.035270 = -659965.003859
  nChanged 7
		SP:Iteration 31Q (5194.290000 sec): 3 clusters
  Score: Raw -662823.360998 + Penalty 2857.035270 = -659966.325728
  nChanged 7
		SP:Iteration 32Q (5194.310000 sec): 3 clusters
  Score: Raw -662825.692894 + Penalty 2857.035270 = -659968.657624
  nChanged 7
		SP:Iteration 33Q (5194.320000 sec): 3 clusters
  Score: Raw -662827.464665 + Penalty 2857.035270 = -659970.429395
  nChanged 4
		SP:Iteration 34Q (5194.340000 sec): 3 clusters
  Score: Raw -662828.326379 + Penalty 2857.035270 = -659971.291109
  nChanged 4
		SP:Iteration 35Q (5194.350000 sec): 3 clusters
  Score: Raw -662828.834326 + Penalty 2857.035270 = -659971.799056
  nChanged 1
		SP:Iteration 36Q (5194.370000 sec): 3 clusters
  Score: Raw -662828.898364 + Penalty 2857.035270 = -659971.863094
  nChanged 0
		SP:Iteration 37F (5194.380000 sec): 3 clusters
  Score: Raw -662828.898364 + Penalty 2857.035270 = -659971.863094
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5194.390000 sec): 2 clusters
  Score: Raw -201410.476531 + Penalty 1231.448639 = -200179.027892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5194.400000 sec): 3 clusters
  Score: Raw -200566.179844 + Penalty 2462.897279 = -198103.282566
  nChanged 713
		SP:Iteration 1F (5194.400000 sec): 3 clusters
  Score: Raw -200992.530823 + Penalty 2462.897279 = -198529.633544
  nChanged 130
		SP:Iteration 2F (5194.410000 sec): 3 clusters
  Score: Raw -201084.520913 + Penalty 2462.897279 = -198621.623635
  nChanged 91
		SP:Iteration 3Q (5194.410000 sec): 3 clusters
  Score: Raw -201145.169430 + Penalty 2462.897279 = -198682.272151
  nChanged 69
		SP:Iteration 4Q (5194.420000 sec): 3 clusters
  Score: Raw -201188.418822 + Penalty 2462.897279 = -198725.521543
  nChanged 32
		SP:Iteration 5Q (5194.420000 sec): 3 clusters
  Score: Raw -201206.033675 + Penalty 2462.897279 = -198743.136396
  nChanged 22
		SP:Iteration 6Q (5194.430000 sec): 3 clusters
  Score: Raw -201222.813980 + Penalty 2462.897279 = -198759.916701
  nChanged 27
		SP:Iteration 7Q (5194.430000 sec): 3 clusters
  Score: Raw -201239.888534 + Penalty 2462.897279 = -198776.991256
  nChanged 26
		SP:Iteration 8Q (5194.440000 sec): 3 clusters
  Score: Raw -201258.168357 + Penalty 2462.897279 = -198795.271078
  nChanged 32
		SP:Iteration 9Q (5194.440000 sec): 3 clusters
  Score: Raw -201279.726362 + Penalty 2462.897279 = -198816.829083
  nChanged 25
		SP:Iteration 10Q (5194.450000 sec): 3 clusters
  Score: Raw -201296.989408 + Penalty 2462.897279 = -198834.092129
  nChanged 23
		SP:Iteration 11Q (5194.450000 sec): 3 clusters
  Score: Raw -201306.625285 + Penalty 2462.897279 = -198843.728006
  nChanged 15
		SP:Iteration 12Q (5194.460000 sec): 3 clusters
  Score: Raw -201315.992335 + Penalty 2462.897279 = -198853.095056
  nChanged 15
		SP:Iteration 13Q (5194.460000 sec): 3 clusters
  Score: Raw -201322.243947 + Penalty 2462.897279 = -198859.346668
  nChanged 7
		SP:Iteration 14Q (5194.470000 sec): 3 clusters
  Score: Raw -201325.142775 + Penalty 2462.897279 = -198862.245496
  nChanged 8
		SP:Iteration 15Q (5194.470000 sec): 3 clusters
  Score: Raw -201329.817503 + Penalty 2462.897279 = -198866.920224
  nChanged 12
		SP:Iteration 16Q (5194.480000 sec): 3 clusters
  Score: Raw -201335.420154 + Penalty 2462.897279 = -198872.522876
  nChanged 9
		SP:Iteration 17Q (5194.480000 sec): 3 clusters
  Score: Raw -201341.772157 + Penalty 2462.897279 = -198878.874879
  nChanged 12
		SP:Iteration 18Q (5194.490000 sec): 3 clusters
  Score: Raw -201348.320846 + Penalty 2462.897279 = -198885.423568
  nChanged 16
		SP:Iteration 19Q (5194.490000 sec): 3 clusters
  Score: Raw -201355.220250 + Penalty 2462.897279 = -198892.322971
  nChanged 17
		SP:Iteration 20F (5194.490000 sec): 3 clusters
  Score: Raw -201365.654935 + Penalty 2462.897279 = -198902.757656
  nChanged 13
		SP:Iteration 21Q (5194.500000 sec): 3 clusters
  Score: Raw -201373.735663 + Penalty 2462.897279 = -198910.838385
  nChanged 12
		SP:Iteration 22Q (5194.510000 sec): 3 clusters
  Score: Raw -201383.041033 + Penalty 2462.897279 = -198920.143755
  nChanged 11
		SP:Iteration 23Q (5194.510000 sec): 3 clusters
  Score: Raw -201388.084745 + Penalty 2462.897279 = -198925.187466
  nChanged 7
		SP:Iteration 24Q (5194.510000 sec): 3 clusters
  Score: Raw -201390.720163 + Penalty 2462.897279 = -198927.822884
  nChanged 4
		SP:Iteration 25Q (5194.520000 sec): 3 clusters
  Score: Raw -201392.254479 + Penalty 2462.897279 = -198929.357201
  nChanged 1
		SP:Iteration 26Q (5194.530000 sec): 3 clusters
  Score: Raw -201392.637618 + Penalty 2462.897279 = -198929.740340
  nChanged 0
		SP:Iteration 27F (5194.530000 sec): 3 clusters
  Score: Raw -201392.637618 + Penalty 2462.897279 = -198929.740340
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (2875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5194.540000 sec): 2 clusters
  Score: Raw -258052.542839 + Penalty 1294.118792 = -256758.424047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5194.550000 sec): 3 clusters
  Score: Raw -256790.032389 + Penalty 2588.237585 = -254201.794804
  nChanged 1116
		SP:Iteration 1F (5194.550000 sec): 3 clusters
  Score: Raw -257896.493314 + Penalty 2588.237585 = -255308.255729
  nChanged 342
		SP:Iteration 2F (5194.560000 sec): 3 clusters
  Score: Raw -258341.786044 + Penalty 2588.237585 = -255753.548459
  nChanged 239
		SP:Iteration 3F (5194.570000 sec): 3 clusters
  Score: Raw -258628.871706 + Penalty 2588.237585 = -256040.634121
  nChanged 163
		SP:Iteration 4F (5194.580000 sec): 3 clusters
  Score: Raw -258798.598982 + Penalty 2588.237585 = -256210.361397
  nChanged 100
		SP:Iteration 5Q (5194.580000 sec): 3 clusters
  Score: Raw -258878.174528 + Penalty 2588.237585 = -256289.936943
  nChanged 67
		SP:Iteration 6Q (5194.590000 sec): 3 clusters
  Score: Raw -258928.279925 + Penalty 2588.237585 = -256340.042341
  nChanged 70
		SP:Iteration 7Q (5194.600000 sec): 3 clusters
  Score: Raw -258989.770110 + Penalty 2588.237585 = -256401.532525
  nChanged 49
		SP:Iteration 8Q (5194.610000 sec): 3 clusters
  Score: Raw -259055.641266 + Penalty 2588.237585 = -256467.403681
  nChanged 59
		SP:Iteration 9Q (5194.610000 sec): 3 clusters
  Score: Raw -259197.338302 + Penalty 2588.237585 = -256609.100718
  nChanged 50
		SP:Iteration 10Q (5194.620000 sec): 3 clusters
  Score: Raw -259316.974634 + Penalty 2588.237585 = -256728.737049
  nChanged 49
		SP:Iteration 11Q (5194.630000 sec): 3 clusters
  Score: Raw -259389.509186 + Penalty 2588.237585 = -256801.271602
  nChanged 48
		SP:Iteration 12Q (5194.630000 sec): 3 clusters
  Score: Raw -259430.886836 + Penalty 2588.237585 = -256842.649252
  nChanged 31
		SP:Iteration 13Q (5194.640000 sec): 3 clusters
  Score: Raw -259453.781644 + Penalty 2588.237585 = -256865.544059
  nChanged 23
		SP:Iteration 14Q (5194.640000 sec): 3 clusters
  Score: Raw -259478.261280 + Penalty 2588.237585 = -256890.023695
  nChanged 22
		SP:Iteration 15Q (5194.650000 sec): 3 clusters
  Score: Raw -259495.342189 + Penalty 2588.237585 = -256907.104604
  nChanged 15
		SP:Iteration 16Q (5194.650000 sec): 3 clusters
  Score: Raw -259501.573573 + Penalty 2588.237585 = -256913.335989
  nChanged 13
		SP:Iteration 17Q (5194.660000 sec): 3 clusters
  Score: Raw -259510.312563 + Penalty 2588.237585 = -256922.074979
  nChanged 13
		SP:Iteration 18Q (5194.670000 sec): 3 clusters
  Score: Raw -259515.184721 + Penalty 2588.237585 = -256926.947136
  nChanged 6
		SP:Iteration 19Q (5194.670000 sec): 3 clusters
  Score: Raw -259517.727813 + Penalty 2588.237585 = -256929.490229
  nChanged 5
		SP:Iteration 20F (5194.680000 sec): 3 clusters
  Score: Raw -259519.295470 + Penalty 2588.237585 = -256931.057885
  nChanged 3
		SP:Iteration 21Q (5194.690000 sec): 3 clusters
  Score: Raw -259520.459901 + Penalty 2588.237585 = -256932.222316
  nChanged 2
		SP:Iteration 22Q (5194.690000 sec): 3 clusters
  Score: Raw -259521.000024 + Penalty 2588.237585 = -256932.762439
  nChanged 2
		SP:Iteration 23Q (5194.700000 sec): 3 clusters
  Score: Raw -259521.330214 + Penalty 2588.237585 = -256933.092629
  nChanged 1
		SP:Iteration 24Q (5194.710000 sec): 3 clusters
  Score: Raw -259521.665075 + Penalty 2588.237585 = -256933.427490
  nChanged 2
		SP:Iteration 25Q (5194.710000 sec): 3 clusters
  Score: Raw -259522.311492 + Penalty 2588.237585 = -256934.073907
  nChanged 1
		SP:Iteration 26Q (5194.720000 sec): 3 clusters
  Score: Raw -259522.542976 + Penalty 2588.237585 = -256934.305391
  nChanged 0
		SP:Iteration 27F (5194.730000 sec): 3 clusters
  Score: Raw -259522.542976 + Penalty 2588.237585 = -256934.305391
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (67804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5194.940000 sec): 2 clusters
  Score: Raw -6941853.899351 + Penalty 1807.711176 = -6940046.188175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5195.120000 sec): 3 clusters
  Score: Raw -6898363.329815 + Penalty 3615.422353 = -6894747.907462
  nChanged 32040
		SP:Iteration 1F (5195.300000 sec): 3 clusters
  Score: Raw -6917068.749083 + Penalty 3615.422353 = -6913453.326731
  nChanged 2903
		SP:Iteration 2Q (5195.490000 sec): 3 clusters
  Score: Raw -6918168.065285 + Penalty 3615.422353 = -6914552.642932
  nChanged 3589
		SP:Iteration 3F (5195.660000 sec): 3 clusters
  Score: Raw -6919941.242333 + Penalty 3615.422353 = -6916325.819981
  nChanged 4551
		SP:Iteration 4F (5195.840000 sec): 3 clusters
  Score: Raw -6922894.523489 + Penalty 3615.422353 = -6919279.101137
  nChanged 5616
		SP:Iteration 5F (5196.010000 sec): 3 clusters
  Score: Raw -6927399.408639 + Penalty 3615.422353 = -6923783.986286
  nChanged 5894
		SP:Iteration 6F (5196.190000 sec): 3 clusters
  Score: Raw -6932859.291882 + Penalty 3615.422353 = -6929243.869530
  nChanged 4691
		SP:Iteration 7F (5196.370000 sec): 3 clusters
  Score: Raw -6937379.271323 + Penalty 3615.422353 = -6933763.848970
  nChanged 2786
		SP:Iteration 8Q (5196.530000 sec): 3 clusters
  Score: Raw -6939996.590611 + Penalty 3615.422353 = -6936381.168258
  nChanged 1303
		SP:Iteration 9Q (5196.690000 sec): 3 clusters
  Score: Raw -6941161.931738 + Penalty 3615.422353 = -6937546.509386
  nChanged 564
		SP:Iteration 10Q (5196.830000 sec): 3 clusters
  Score: Raw -6941666.746534 + Penalty 3615.422353 = -6938051.324181
  nChanged 221
		SP:Iteration 11Q (5196.980000 sec): 3 clusters
  Score: Raw -6941858.714067 + Penalty 3615.422353 = -6938243.291715
  nChanged 94
		SP:Iteration 12Q (5197.110000 sec): 3 clusters
  Score: Raw -6941946.439082 + Penalty 3615.422353 = -6938331.016729
  nChanged 60
		SP:Iteration 13Q (5197.230000 sec): 3 clusters
  Score: Raw -6942005.644753 + Penalty 3615.422353 = -6938390.222401
  nChanged 32
		SP:Iteration 14Q (5197.360000 sec): 3 clusters
  Score: Raw -6942038.929215 + Penalty 3615.422353 = -6938423.506863
  nChanged 14
		SP:Iteration 15Q (5197.480000 sec): 3 clusters
  Score: Raw -6942057.337645 + Penalty 3615.422353 = -6938441.915293
  nChanged 11
		SP:Iteration 16Q (5197.610000 sec): 3 clusters
  Score: Raw -6942071.721430 + Penalty 3615.422353 = -6938456.299078
  nChanged 13
		SP:Iteration 17Q (5197.730000 sec): 3 clusters
  Score: Raw -6942088.793785 + Penalty 3615.422353 = -6938473.371432
  nChanged 9
		SP:Iteration 18Q (5197.850000 sec): 3 clusters
  Score: Raw -6942101.783705 + Penalty 3615.422353 = -6938486.361352
  nChanged 7
		SP:Iteration 19Q (5197.970000 sec): 3 clusters
  Score: Raw -6942109.521295 + Penalty 3615.422353 = -6938494.098943
  nChanged 4
		SP:Iteration 20F (5198.130000 sec): 3 clusters
  Score: Raw -6942112.545561 + Penalty 3615.422353 = -6938497.123208
  nChanged 4
		SP:Iteration 21Q (5198.250000 sec): 3 clusters
  Score: Raw -6942116.964828 + Penalty 3615.422353 = -6938501.542476
  nChanged 5
		SP:Iteration 22Q (5198.370000 sec): 3 clusters
  Score: Raw -6942121.493759 + Penalty 3615.422353 = -6938506.071406
  nChanged 1
		SP:Iteration 23Q (5198.500000 sec): 3 clusters
  Score: Raw -6942122.782893 + Penalty 3615.422353 = -6938507.360540
  nChanged 3
		SP:Iteration 24Q (5198.620000 sec): 3 clusters
  Score: Raw -6942127.543594 + Penalty 3615.422353 = -6938512.121242
  nChanged 3
		SP:Iteration 25Q (5198.740000 sec): 3 clusters
  Score: Raw -6942130.163281 + Penalty 3615.422353 = -6938514.740928
  nChanged 1
		SP:Iteration 26Q (5198.860000 sec): 3 clusters
  Score: Raw -6942130.865458 + Penalty 3615.422353 = -6938515.443105
  nChanged 1
		SP:Iteration 27Q (5198.990000 sec): 3 clusters
  Score: Raw -6942132.462784 + Penalty 3615.422353 = -6938517.040432
  nChanged 0
		SP:Iteration 28F (5199.160000 sec): 3 clusters
  Score: Raw -6942132.462784 + Penalty 3615.422353 = -6938517.040432
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (3116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5199.210000 sec): 2 clusters
  Score: Raw -241522.765217 + Penalty 1307.199629 = -240215.565588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5199.210000 sec): 3 clusters
  Score: Raw -240135.072197 + Penalty 2614.399257 = -237520.672940
  nChanged 1208
		SP:Iteration 1F (5199.220000 sec): 3 clusters
  Score: Raw -241228.722167 + Penalty 2614.399257 = -238614.322910
  nChanged 339
		SP:Iteration 2F (5199.230000 sec): 3 clusters
  Score: Raw -241728.160351 + Penalty 2614.399257 = -239113.761093
  nChanged 248
		SP:Iteration 3F (5199.240000 sec): 3 clusters
  Score: Raw -242033.693413 + Penalty 2614.399257 = -239419.294156
  nChanged 203
		SP:Iteration 4F (5199.250000 sec): 3 clusters
  Score: Raw -242265.548413 + Penalty 2614.399257 = -239651.149156
  nChanged 152
		SP:Iteration 5Q (5199.250000 sec): 3 clusters
  Score: Raw -242439.779449 + Penalty 2614.399257 = -239825.380192
  nChanged 118
		SP:Iteration 6Q (5199.260000 sec): 3 clusters
  Score: Raw -242577.699540 + Penalty 2614.399257 = -239963.300283
  nChanged 97
		SP:Iteration 7Q (5199.270000 sec): 3 clusters
  Score: Raw -242718.501078 + Penalty 2614.399257 = -240104.101821
  nChanged 89
		SP:Iteration 8Q (5199.270000 sec): 3 clusters
  Score: Raw -242820.111902 + Penalty 2614.399257 = -240205.712645
  nChanged 74
		SP:Iteration 9Q (5199.280000 sec): 3 clusters
  Score: Raw -242883.519784 + Penalty 2614.399257 = -240269.120527
  nChanged 49
		SP:Iteration 10Q (5199.290000 sec): 3 clusters
  Score: Raw -242926.307651 + Penalty 2614.399257 = -240311.908393
  nChanged 36
		SP:Iteration 11Q (5199.290000 sec): 3 clusters
  Score: Raw -242953.523574 + Penalty 2614.399257 = -240339.124317
  nChanged 29
		SP:Iteration 12Q (5199.300000 sec): 3 clusters
  Score: Raw -242977.189978 + Penalty 2614.399257 = -240362.790720
  nChanged 19
		SP:Iteration 13Q (5199.310000 sec): 3 clusters
  Score: Raw -242997.522080 + Penalty 2614.399257 = -240383.122823
  nChanged 14
		SP:Iteration 14Q (5199.310000 sec): 3 clusters
  Score: Raw -243011.480024 + Penalty 2614.399257 = -240397.080767
  nChanged 11
		SP:Iteration 15Q (5199.320000 sec): 3 clusters
  Score: Raw -243032.972641 + Penalty 2614.399257 = -240418.573384
  nChanged 20
		SP:Iteration 16Q (5199.330000 sec): 3 clusters
  Score: Raw -243044.949965 + Penalty 2614.399257 = -240430.550707
  nChanged 13
		SP:Iteration 17Q (5199.330000 sec): 3 clusters
  Score: Raw -243050.703965 + Penalty 2614.399257 = -240436.304708
  nChanged 8
		SP:Iteration 18Q (5199.340000 sec): 3 clusters
  Score: Raw -243054.551694 + Penalty 2614.399257 = -240440.152437
  nChanged 10
		SP:Iteration 19Q (5199.350000 sec): 3 clusters
  Score: Raw -243058.492620 + Penalty 2614.399257 = -240444.093362
  nChanged 3
		SP:Iteration 20F (5199.350000 sec): 3 clusters
  Score: Raw -243063.343050 + Penalty 2614.399257 = -240448.943793
  nChanged 4
		SP:Iteration 21Q (5199.360000 sec): 3 clusters
  Score: Raw -243065.888073 + Penalty 2614.399257 = -240451.488816
  nChanged 8
		SP:Iteration 22Q (5199.370000 sec): 3 clusters
  Score: Raw -243068.546980 + Penalty 2614.399257 = -240454.147723
  nChanged 7
		SP:Iteration 23Q (5199.370000 sec): 3 clusters
  Score: Raw -243072.591883 + Penalty 2614.399257 = -240458.192626
  nChanged 6
		SP:Iteration 24Q (5199.380000 sec): 3 clusters
  Score: Raw -243074.777257 + Penalty 2614.399257 = -240460.377999
  nChanged 4
		SP:Iteration 25Q (5199.390000 sec): 3 clusters
  Score: Raw -243075.796882 + Penalty 2614.399257 = -240461.397624
  nChanged 3
		SP:Iteration 26Q (5199.390000 sec): 3 clusters
  Score: Raw -243076.377770 + Penalty 2614.399257 = -240461.978513
  nChanged 0
		SP:Iteration 27F (5199.400000 sec): 3 clusters
  Score: Raw -243076.377770 + Penalty 2614.399257 = -240461.978513
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (3012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5199.420000 sec): 2 clusters
  Score: Raw -271258.013986 + Penalty 1301.683433 = -269956.330553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5199.430000 sec): 3 clusters
  Score: Raw -269872.376371 + Penalty 2603.366866 = -267269.009504
  nChanged 1172
		SP:Iteration 1F (5199.430000 sec): 3 clusters
  Score: Raw -270711.826954 + Penalty 2603.366866 = -268108.460088
  nChanged 276
		SP:Iteration 2F (5199.440000 sec): 3 clusters
  Score: Raw -270954.783565 + Penalty 2603.366866 = -268351.416698
  nChanged 197
		SP:Iteration 3F (5199.450000 sec): 3 clusters
  Score: Raw -271121.466648 + Penalty 2603.366866 = -268518.099782
  nChanged 174
		SP:Iteration 4F (5199.450000 sec): 3 clusters
  Score: Raw -271321.066437 + Penalty 2603.366866 = -268717.699571
  nChanged 202
		SP:Iteration 5F (5199.460000 sec): 3 clusters
  Score: Raw -271560.389740 + Penalty 2603.366866 = -268957.022874
  nChanged 194
		SP:Iteration 6F (5199.470000 sec): 3 clusters
  Score: Raw -271759.492671 + Penalty 2603.366866 = -269156.125805
  nChanged 142
		SP:Iteration 7Q (5199.480000 sec): 3 clusters
  Score: Raw -271901.096495 + Penalty 2603.366866 = -269297.729629
  nChanged 121
		SP:Iteration 8Q (5199.480000 sec): 3 clusters
  Score: Raw -272015.971017 + Penalty 2603.366866 = -269412.604151
  nChanged 79
		SP:Iteration 9Q (5199.490000 sec): 3 clusters
  Score: Raw -272079.843982 + Penalty 2603.366866 = -269476.477115
  nChanged 61
		SP:Iteration 10Q (5199.500000 sec): 3 clusters
  Score: Raw -272122.454414 + Penalty 2603.366866 = -269519.087547
  nChanged 40
		SP:Iteration 11Q (5199.510000 sec): 3 clusters
  Score: Raw -272159.378879 + Penalty 2603.366866 = -269556.012012
  nChanged 36
		SP:Iteration 12Q (5199.510000 sec): 3 clusters
  Score: Raw -272201.803514 + Penalty 2603.366866 = -269598.436648
  nChanged 32
		SP:Iteration 13Q (5199.520000 sec): 3 clusters
  Score: Raw -272225.280560 + Penalty 2603.366866 = -269621.913693
  nChanged 24
		SP:Iteration 14Q (5199.530000 sec): 3 clusters
  Score: Raw -272241.145045 + Penalty 2603.366866 = -269637.778179
  nChanged 27
		SP:Iteration 15Q (5199.530000 sec): 3 clusters
  Score: Raw -272259.156286 + Penalty 2603.366866 = -269655.789420
  nChanged 23
		SP:Iteration 16Q (5199.540000 sec): 3 clusters
  Score: Raw -272273.528575 + Penalty 2603.366866 = -269670.161709
  nChanged 20
		SP:Iteration 17Q (5199.550000 sec): 3 clusters
  Score: Raw -272290.504406 + Penalty 2603.366866 = -269687.137540
  nChanged 20
		SP:Iteration 18Q (5199.550000 sec): 3 clusters
  Score: Raw -272299.624337 + Penalty 2603.366866 = -269696.257471
  nChanged 16
		SP:Iteration 19Q (5199.560000 sec): 3 clusters
  Score: Raw -272307.824572 + Penalty 2603.366866 = -269704.457706
  nChanged 10
		SP:Iteration 20F (5199.570000 sec): 3 clusters
  Score: Raw -272311.576344 + Penalty 2603.366866 = -269708.209477
  nChanged 7
		SP:Iteration 21Q (5199.580000 sec): 3 clusters
  Score: Raw -272315.188191 + Penalty 2603.366866 = -269711.821324
  nChanged 4
		SP:Iteration 22Q (5199.580000 sec): 3 clusters
  Score: Raw -272317.143306 + Penalty 2603.366866 = -269713.776439
  nChanged 4
		SP:Iteration 23Q (5199.590000 sec): 3 clusters
  Score: Raw -272318.463979 + Penalty 2603.366866 = -269715.097112
  nChanged 5
		SP:Iteration 24Q (5199.600000 sec): 3 clusters
  Score: Raw -272320.486176 + Penalty 2603.366866 = -269717.119310
  nChanged 4
		SP:Iteration 25Q (5199.610000 sec): 3 clusters
  Score: Raw -272321.034835 + Penalty 2603.366866 = -269717.667969
  nChanged 2
		SP:Iteration 26Q (5199.610000 sec): 3 clusters
  Score: Raw -272321.515091 + Penalty 2603.366866 = -269718.148225
  nChanged 3
		SP:Iteration 27Q (5199.620000 sec): 3 clusters
  Score: Raw -272322.741177 + Penalty 2603.366866 = -269719.374311
  nChanged 4
		SP:Iteration 28Q (5199.630000 sec): 3 clusters
  Score: Raw -272324.007941 + Penalty 2603.366866 = -269720.641074
  nChanged 4
		SP:Iteration 29Q (5199.630000 sec): 3 clusters
  Score: Raw -272325.003369 + Penalty 2603.366866 = -269721.636503
  nChanged 0
		SP:Iteration 30F (5199.640000 sec): 3 clusters
  Score: Raw -272325.003369 + Penalty 2603.366866 = -269721.636503
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (6642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5199.660000 sec): 2 clusters
  Score: Raw -628376.260003 + Penalty 1430.189865 = -626946.070138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5199.680000 sec): 3 clusters
  Score: Raw -624863.137563 + Penalty 2860.379731 = -622002.757832
  nChanged 2733
		SP:Iteration 1F (5199.690000 sec): 3 clusters
  Score: Raw -626689.949196 + Penalty 2860.379731 = -623829.569465
  nChanged 560
		SP:Iteration 2F (5199.710000 sec): 3 clusters
  Score: Raw -627250.440833 + Penalty 2860.379731 = -624390.061102
  nChanged 555
		SP:Iteration 3F (5199.730000 sec): 3 clusters
  Score: Raw -627864.980480 + Penalty 2860.379731 = -625004.600749
  nChanged 505
		SP:Iteration 4F (5199.740000 sec): 3 clusters
  Score: Raw -628455.613365 + Penalty 2860.379731 = -625595.233634
  nChanged 448
		SP:Iteration 5F (5199.760000 sec): 3 clusters
  Score: Raw -628934.810369 + Penalty 2860.379731 = -626074.430639
  nChanged 394
		SP:Iteration 6F (5199.780000 sec): 3 clusters
  Score: Raw -629317.251160 + Penalty 2860.379731 = -626456.871429
  nChanged 309
		SP:Iteration 7Q (5199.790000 sec): 3 clusters
  Score: Raw -629591.802651 + Penalty 2860.379731 = -626731.422920
  nChanged 251
		SP:Iteration 8Q (5199.810000 sec): 3 clusters
  Score: Raw -629822.169185 + Penalty 2860.379731 = -626961.789455
  nChanged 180
		SP:Iteration 9Q (5199.820000 sec): 3 clusters
  Score: Raw -629943.929309 + Penalty 2860.379731 = -627083.549579
  nChanged 115
		SP:Iteration 10Q (5199.840000 sec): 3 clusters
  Score: Raw -630005.232633 + Penalty 2860.379731 = -627144.852902
  nChanged 73
		SP:Iteration 11Q (5199.850000 sec): 3 clusters
  Score: Raw -630028.474898 + Penalty 2860.379731 = -627168.095167
  nChanged 38
		SP:Iteration 12Q (5199.870000 sec): 3 clusters
  Score: Raw -630039.114323 + Penalty 2860.379731 = -627178.734592
  nChanged 28
		SP:Iteration 13Q (5199.880000 sec): 3 clusters
  Score: Raw -630049.061564 + Penalty 2860.379731 = -627188.681833
  nChanged 24
		SP:Iteration 14Q (5199.890000 sec): 3 clusters
  Score: Raw -630057.011518 + Penalty 2860.379731 = -627196.631787
  nChanged 23
		SP:Iteration 15Q (5199.910000 sec): 3 clusters
  Score: Raw -630063.939005 + Penalty 2860.379731 = -627203.559275
  nChanged 17
		SP:Iteration 16Q (5199.920000 sec): 3 clusters
  Score: Raw -630069.009181 + Penalty 2860.379731 = -627208.629451
  nChanged 17
		SP:Iteration 17Q (5199.940000 sec): 3 clusters
  Score: Raw -630074.218909 + Penalty 2860.379731 = -627213.839178
  nChanged 25
		SP:Iteration 18Q (5199.950000 sec): 3 clusters
  Score: Raw -630083.590929 + Penalty 2860.379731 = -627223.211199
  nChanged 24
		SP:Iteration 19Q (5199.970000 sec): 3 clusters
  Score: Raw -630089.379045 + Penalty 2860.379731 = -627228.999315
  nChanged 15
		SP:Iteration 20F (5199.980000 sec): 3 clusters
  Score: Raw -630092.868139 + Penalty 2860.379731 = -627232.488409
  nChanged 18
		SP:Iteration 21Q (5200.000000 sec): 3 clusters
  Score: Raw -630098.328605 + Penalty 2860.379731 = -627237.948874
  nChanged 19
		SP:Iteration 22Q (5200.010000 sec): 3 clusters
  Score: Raw -630104.926689 + Penalty 2860.379731 = -627244.546959
  nChanged 25
		SP:Iteration 23Q (5200.030000 sec): 3 clusters
  Score: Raw -630112.539411 + Penalty 2860.379731 = -627252.159680
  nChanged 26
		SP:Iteration 24Q (5200.040000 sec): 3 clusters
  Score: Raw -630119.500007 + Penalty 2860.379731 = -627259.120276
  nChanged 23
		SP:Iteration 25Q (5200.050000 sec): 3 clusters
  Score: Raw -630128.470721 + Penalty 2860.379731 = -627268.090991
  nChanged 31
		SP:Iteration 26Q (5200.070000 sec): 3 clusters
  Score: Raw -630137.997054 + Penalty 2860.379731 = -627277.617323
  nChanged 30
		SP:Iteration 27Q (5200.080000 sec): 3 clusters
  Score: Raw -630150.973523 + Penalty 2860.379731 = -627290.593793
  nChanged 35
		SP:Iteration 28Q (5200.090000 sec): 3 clusters
  Score: Raw -630164.086168 + Penalty 2860.379731 = -627303.706437
  nChanged 41
		SP:Iteration 29Q (5200.110000 sec): 3 clusters
  Score: Raw -630181.944971 + Penalty 2860.379731 = -627321.565240
  nChanged 53
		SP:Iteration 30Q (5200.120000 sec): 3 clusters
  Score: Raw -630207.522377 + Penalty 2860.379731 = -627347.142646
  nChanged 53
		SP:Iteration 31Q (5200.140000 sec): 3 clusters
  Score: Raw -630227.534287 + Penalty 2860.379731 = -627367.154557
  nChanged 38
		SP:Iteration 32Q (5200.150000 sec): 3 clusters
  Score: Raw -630247.877602 + Penalty 2860.379731 = -627387.497871
  nChanged 42
		SP:Iteration 33Q (5200.170000 sec): 3 clusters
  Score: Raw -630276.503193 + Penalty 2860.379731 = -627416.123462
  nChanged 50
		SP:Iteration 34Q (5200.180000 sec): 3 clusters
  Score: Raw -630301.408650 + Penalty 2860.379731 = -627441.028920
  nChanged 48
		SP:Iteration 35Q (5200.190000 sec): 3 clusters
  Score: Raw -630318.608025 + Penalty 2860.379731 = -627458.228294
  nChanged 33
		SP:Iteration 36Q (5200.210000 sec): 3 clusters
  Score: Raw -630328.692191 + Penalty 2860.379731 = -627468.312461
  nChanged 27
		SP:Iteration 37Q (5200.220000 sec): 3 clusters
  Score: Raw -630335.266737 + Penalty 2860.379731 = -627474.887006
  nChanged 19
		SP:Iteration 38Q (5200.240000 sec): 3 clusters
  Score: Raw -630340.763132 + Penalty 2860.379731 = -627480.383401
  nChanged 19
		SP:Iteration 39Q (5200.250000 sec): 3 clusters
  Score: Raw -630345.588048 + Penalty 2860.379731 = -627485.208317
  nChanged 13
		SP:Iteration 40F (5200.270000 sec): 3 clusters
  Score: Raw -630351.975789 + Penalty 2860.379731 = -627491.596059
  nChanged 14
		SP:Iteration 41Q (5200.280000 sec): 3 clusters
  Score: Raw -630356.413264 + Penalty 2860.379731 = -627496.033533
  nChanged 10
		SP:Iteration 42Q (5200.290000 sec): 3 clusters
  Score: Raw -630359.315570 + Penalty 2860.379731 = -627498.935839
  nChanged 10
		SP:Iteration 43Q (5200.310000 sec): 3 clusters
  Score: Raw -630360.976419 + Penalty 2860.379731 = -627500.596689
  nChanged 6
		SP:Iteration 44Q (5200.320000 sec): 3 clusters
  Score: Raw -630361.979769 + Penalty 2860.379731 = -627501.600038
  nChanged 5
		SP:Iteration 45Q (5200.340000 sec): 3 clusters
  Score: Raw -630362.400388 + Penalty 2860.379731 = -627502.020657
  nChanged 3
		SP:Iteration 46Q (5200.350000 sec): 3 clusters
  Score: Raw -630362.850363 + Penalty 2860.379731 = -627502.470632
  nChanged 2
		SP:Iteration 47Q (5200.370000 sec): 3 clusters
  Score: Raw -630363.038157 + Penalty 2860.379731 = -627502.658426
  nChanged 0
		SP:Iteration 48F (5200.380000 sec): 3 clusters
  Score: Raw -630363.038157 + Penalty 2860.379731 = -627502.658426
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5200.400000 sec): 2 clusters
  Score: Raw -439421.696048 + Penalty 1360.213987 = -438061.482061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5200.410000 sec): 3 clusters
  Score: Raw -437218.913660 + Penalty 2720.427974 = -434498.485686
  nChanged 1698
		SP:Iteration 1F (5200.430000 sec): 3 clusters
  Score: Raw -438123.252662 + Penalty 2720.427974 = -435402.824689
  nChanged 297
		SP:Iteration 2F (5200.430000 sec): 3 clusters
  Score: Raw -438272.060867 + Penalty 2720.427974 = -435551.632893
  nChanged 200
		SP:Iteration 3Q (5200.450000 sec): 3 clusters
  Score: Raw -438360.675860 + Penalty 2720.427974 = -435640.247886
  nChanged 133
		SP:Iteration 4Q (5200.460000 sec): 3 clusters
  Score: Raw -438409.158213 + Penalty 2720.427974 = -435688.730239
  nChanged 96
		SP:Iteration 5Q (5200.470000 sec): 3 clusters
  Score: Raw -438446.121114 + Penalty 2720.427974 = -435725.693140
  nChanged 91
		SP:Iteration 6Q (5200.480000 sec): 3 clusters
  Score: Raw -438481.976627 + Penalty 2720.427974 = -435761.548653
  nChanged 80
		SP:Iteration 7Q (5200.490000 sec): 3 clusters
  Score: Raw -438508.672341 + Penalty 2720.427974 = -435788.244367
  nChanged 64
		SP:Iteration 8Q (5200.500000 sec): 3 clusters
  Score: Raw -438531.624146 + Penalty 2720.427974 = -435811.196173
  nChanged 68
		SP:Iteration 9Q (5200.510000 sec): 3 clusters
  Score: Raw -438559.000272 + Penalty 2720.427974 = -435838.572299
  nChanged 60
		SP:Iteration 10Q (5200.520000 sec): 3 clusters
  Score: Raw -438574.971493 + Penalty 2720.427974 = -435854.543519
  nChanged 43
		SP:Iteration 11Q (5200.530000 sec): 3 clusters
  Score: Raw -438590.130610 + Penalty 2720.427974 = -435869.702636
  nChanged 48
		SP:Iteration 12Q (5200.540000 sec): 3 clusters
  Score: Raw -438606.887790 + Penalty 2720.427974 = -435886.459817
  nChanged 51
		SP:Iteration 13Q (5200.550000 sec): 3 clusters
  Score: Raw -438621.985786 + Penalty 2720.427974 = -435901.557812
  nChanged 44
		SP:Iteration 14Q (5200.570000 sec): 3 clusters
  Score: Raw -438636.033723 + Penalty 2720.427974 = -435915.605750
  nChanged 43
		SP:Iteration 15Q (5200.570000 sec): 3 clusters
  Score: Raw -438650.330384 + Penalty 2720.427974 = -435929.902410
  nChanged 44
		SP:Iteration 16Q (5200.590000 sec): 3 clusters
  Score: Raw -438667.323928 + Penalty 2720.427974 = -435946.895954
  nChanged 42
		SP:Iteration 17Q (5200.600000 sec): 3 clusters
  Score: Raw -438682.261498 + Penalty 2720.427974 = -435961.833525
  nChanged 40
		SP:Iteration 18Q (5200.610000 sec): 3 clusters
  Score: Raw -438696.909586 + Penalty 2720.427974 = -435976.481613
  nChanged 43
		SP:Iteration 19Q (5200.620000 sec): 3 clusters
  Score: Raw -438715.089327 + Penalty 2720.427974 = -435994.661354
  nChanged 39
		SP:Iteration 20F (5200.630000 sec): 3 clusters
  Score: Raw -438729.036359 + Penalty 2720.427974 = -436008.608385
  nChanged 41
		SP:Iteration 21Q (5200.640000 sec): 3 clusters
  Score: Raw -438744.042442 + Penalty 2720.427974 = -436023.614468
  nChanged 45
		SP:Iteration 22Q (5200.650000 sec): 3 clusters
  Score: Raw -438763.853615 + Penalty 2720.427974 = -436043.425642
  nChanged 62
		SP:Iteration 23Q (5200.660000 sec): 3 clusters
  Score: Raw -438791.412554 + Penalty 2720.427974 = -436070.984580
  nChanged 72
		SP:Iteration 24Q (5200.670000 sec): 3 clusters
  Score: Raw -438827.315001 + Penalty 2720.427974 = -436106.887027
  nChanged 72
		SP:Iteration 25Q (5200.680000 sec): 3 clusters
  Score: Raw -438873.516928 + Penalty 2720.427974 = -436153.088954
  nChanged 89
		SP:Iteration 26Q (5200.690000 sec): 3 clusters
  Score: Raw -438926.135987 + Penalty 2720.427974 = -436205.708014
  nChanged 81
		SP:Iteration 27Q (5200.700000 sec): 3 clusters
  Score: Raw -438977.034198 + Penalty 2720.427974 = -436256.606225
  nChanged 86
		SP:Iteration 28Q (5200.710000 sec): 3 clusters
  Score: Raw -439031.369204 + Penalty 2720.427974 = -436310.941231
  nChanged 82
		SP:Iteration 29Q (5200.720000 sec): 3 clusters
  Score: Raw -439083.226193 + Penalty 2720.427974 = -436362.798219
  nChanged 86
		SP:Iteration 30Q (5200.730000 sec): 3 clusters
  Score: Raw -439144.620370 + Penalty 2720.427974 = -436424.192396
  nChanged 78
		SP:Iteration 31Q (5200.740000 sec): 3 clusters
  Score: Raw -439203.688852 + Penalty 2720.427974 = -436483.260878
  nChanged 81
		SP:Iteration 32Q (5200.750000 sec): 3 clusters
  Score: Raw -439263.892368 + Penalty 2720.427974 = -436543.464395
  nChanged 82
		SP:Iteration 33Q (5200.760000 sec): 3 clusters
  Score: Raw -439331.694693 + Penalty 2720.427974 = -436611.266720
  nChanged 78
		SP:Iteration 34Q (5200.770000 sec): 3 clusters
  Score: Raw -439391.653715 + Penalty 2720.427974 = -436671.225741
  nChanged 70
		SP:Iteration 35Q (5200.780000 sec): 3 clusters
  Score: Raw -439436.855750 + Penalty 2720.427974 = -436716.427777
  nChanged 45
		SP:Iteration 36Q (5200.790000 sec): 3 clusters
  Score: Raw -439470.552819 + Penalty 2720.427974 = -436750.124845
  nChanged 42
		SP:Iteration 37Q (5200.800000 sec): 3 clusters
  Score: Raw -439492.279182 + Penalty 2720.427974 = -436771.851208
  nChanged 39
		SP:Iteration 38Q (5200.810000 sec): 3 clusters
  Score: Raw -439520.935055 + Penalty 2720.427974 = -436800.507082
  nChanged 36
		SP:Iteration 39Q (5200.820000 sec): 3 clusters
  Score: Raw -439548.272577 + Penalty 2720.427974 = -436827.844603
  nChanged 31
		SP:Iteration 40F (5200.830000 sec): 3 clusters
  Score: Raw -439574.710355 + Penalty 2720.427974 = -436854.282382
  nChanged 29
		SP:Iteration 41Q (5200.840000 sec): 3 clusters
  Score: Raw -439599.222706 + Penalty 2720.427974 = -436878.794732
  nChanged 32
		SP:Iteration 42Q (5200.850000 sec): 3 clusters
  Score: Raw -439625.304401 + Penalty 2720.427974 = -436904.876428
  nChanged 21
		SP:Iteration 43Q (5200.860000 sec): 3 clusters
  Score: Raw -439642.801963 + Penalty 2720.427974 = -436922.373989
  nChanged 19
		SP:Iteration 44Q (5200.870000 sec): 3 clusters
  Score: Raw -439655.965283 + Penalty 2720.427974 = -436935.537309
  nChanged 12
		SP:Iteration 45Q (5200.870000 sec): 3 clusters
  Score: Raw -439665.724610 + Penalty 2720.427974 = -436945.296637
  nChanged 17
		SP:Iteration 46Q (5200.880000 sec): 3 clusters
  Score: Raw -439677.300180 + Penalty 2720.427974 = -436956.872207
  nChanged 10
		SP:Iteration 47Q (5200.890000 sec): 3 clusters
  Score: Raw -439685.666344 + Penalty 2720.427974 = -436965.238371
  nChanged 13
		SP:Iteration 48Q (5200.900000 sec): 3 clusters
  Score: Raw -439692.619779 + Penalty 2720.427974 = -436972.191806
  nChanged 8
		SP:Iteration 49Q (5200.910000 sec): 3 clusters
  Score: Raw -439698.801667 + Penalty 2720.427974 = -436978.373693
  nChanged 5
		SP:Iteration 50Q (5200.920000 sec): 3 clusters
  Score: Raw -439701.503734 + Penalty 2720.427974 = -436981.075760
  nChanged 5
		SP:Iteration 51Q (5200.930000 sec): 3 clusters
  Score: Raw -439705.227093 + Penalty 2720.427974 = -436984.799119
  nChanged 3
		SP:Iteration 52Q (5200.930000 sec): 3 clusters
  Score: Raw -439707.113420 + Penalty 2720.427974 = -436986.685446
  nChanged 1
		SP:Iteration 53Q (5200.940000 sec): 3 clusters
  Score: Raw -439707.880387 + Penalty 2720.427974 = -436987.452413
  nChanged 1
		SP:Iteration 54Q (5200.950000 sec): 3 clusters
  Score: Raw -439708.365796 + Penalty 2720.427974 = -436987.937823
  nChanged 0
		SP:Iteration 55F (5200.960000 sec): 3 clusters
  Score: Raw -439708.365796 + Penalty 2720.427974 = -436987.937823
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5200.990000 sec): 2 clusters
  Score: Raw -932325.826716 + Penalty 1486.521801 = -930839.304915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5201.010000 sec): 3 clusters
  Score: Raw -926987.009143 + Penalty 2973.043602 = -924013.965541
  nChanged 4115
		SP:Iteration 1F (5201.040000 sec): 3 clusters
  Score: Raw -929280.853472 + Penalty 2973.043602 = -926307.809870
  nChanged 689
		SP:Iteration 2F (5201.060000 sec): 3 clusters
  Score: Raw -929697.983809 + Penalty 2973.043602 = -926724.940207
  nChanged 659
		SP:Iteration 3F (5201.090000 sec): 3 clusters
  Score: Raw -930149.105172 + Penalty 2973.043602 = -927176.061570
  nChanged 655
		SP:Iteration 4F (5201.110000 sec): 3 clusters
  Score: Raw -930627.021576 + Penalty 2973.043602 = -927653.977974
  nChanged 630
		SP:Iteration 5F (5201.130000 sec): 3 clusters
  Score: Raw -931022.342489 + Penalty 2973.043602 = -928049.298887
  nChanged 512
		SP:Iteration 6F (5201.150000 sec): 3 clusters
  Score: Raw -931328.494999 + Penalty 2973.043602 = -928355.451397
  nChanged 443
		SP:Iteration 7Q (5201.180000 sec): 3 clusters
  Score: Raw -931583.007271 + Penalty 2973.043602 = -928609.963669
  nChanged 361
		SP:Iteration 8Q (5201.200000 sec): 3 clusters
  Score: Raw -931743.831786 + Penalty 2973.043602 = -928770.788185
  nChanged 250
		SP:Iteration 9Q (5201.230000 sec): 3 clusters
  Score: Raw -931836.550670 + Penalty 2973.043602 = -928863.507069
  nChanged 172
		SP:Iteration 10Q (5201.250000 sec): 3 clusters
  Score: Raw -931891.674453 + Penalty 2973.043602 = -928918.630852
  nChanged 153
		SP:Iteration 11Q (5201.270000 sec): 3 clusters
  Score: Raw -931931.569034 + Penalty 2973.043602 = -928958.525433
  nChanged 103
		SP:Iteration 12Q (5201.300000 sec): 3 clusters
  Score: Raw -931957.302070 + Penalty 2973.043602 = -928984.258468
  nChanged 69
		SP:Iteration 13Q (5201.320000 sec): 3 clusters
  Score: Raw -931972.469909 + Penalty 2973.043602 = -928999.426307
  nChanged 54
		SP:Iteration 14Q (5201.350000 sec): 3 clusters
  Score: Raw -931984.261208 + Penalty 2973.043602 = -929011.217606
  nChanged 42
		SP:Iteration 15Q (5201.370000 sec): 3 clusters
  Score: Raw -931992.104957 + Penalty 2973.043602 = -929019.061355
  nChanged 27
		SP:Iteration 16Q (5201.390000 sec): 3 clusters
  Score: Raw -931998.419824 + Penalty 2973.043602 = -929025.376222
  nChanged 24
		SP:Iteration 17Q (5201.410000 sec): 3 clusters
  Score: Raw -932003.267992 + Penalty 2973.043602 = -929030.224390
  nChanged 27
		SP:Iteration 18Q (5201.440000 sec): 3 clusters
  Score: Raw -932008.543206 + Penalty 2973.043602 = -929035.499604
  nChanged 36
		SP:Iteration 19Q (5201.460000 sec): 3 clusters
  Score: Raw -932014.739683 + Penalty 2973.043602 = -929041.696081
  nChanged 33
		SP:Iteration 20F (5201.490000 sec): 3 clusters
  Score: Raw -932021.287121 + Penalty 2973.043602 = -929048.243519
  nChanged 32
		SP:Iteration 21Q (5201.510000 sec): 3 clusters
  Score: Raw -932027.298403 + Penalty 2973.043602 = -929054.254801
  nChanged 35
		SP:Iteration 22Q (5201.530000 sec): 3 clusters
  Score: Raw -932034.118848 + Penalty 2973.043602 = -929061.075246
  nChanged 33
		SP:Iteration 23Q (5201.550000 sec): 3 clusters
  Score: Raw -932041.719926 + Penalty 2973.043602 = -929068.676324
  nChanged 32
		SP:Iteration 24Q (5201.580000 sec): 3 clusters
  Score: Raw -932047.022217 + Penalty 2973.043602 = -929073.978615
  nChanged 24
		SP:Iteration 25Q (5201.600000 sec): 3 clusters
  Score: Raw -932051.532626 + Penalty 2973.043602 = -929078.489024
  nChanged 28
		SP:Iteration 26Q (5201.630000 sec): 3 clusters
  Score: Raw -932057.563132 + Penalty 2973.043602 = -929084.519531
  nChanged 29
		SP:Iteration 27Q (5201.650000 sec): 3 clusters
  Score: Raw -932063.351335 + Penalty 2973.043602 = -929090.307733
  nChanged 28
		SP:Iteration 28Q (5201.670000 sec): 3 clusters
  Score: Raw -932068.902971 + Penalty 2973.043602 = -929095.859369
  nChanged 28
		SP:Iteration 29Q (5201.690000 sec): 3 clusters
  Score: Raw -932075.289215 + Penalty 2973.043602 = -929102.245614
  nChanged 29
		SP:Iteration 30Q (5201.720000 sec): 3 clusters
  Score: Raw -932082.104620 + Penalty 2973.043602 = -929109.061019
  nChanged 29
		SP:Iteration 31Q (5201.740000 sec): 3 clusters
  Score: Raw -932088.618910 + Penalty 2973.043602 = -929115.575308
  nChanged 27
		SP:Iteration 32Q (5201.770000 sec): 3 clusters
  Score: Raw -932094.866457 + Penalty 2973.043602 = -929121.822855
  nChanged 20
		SP:Iteration 33Q (5201.790000 sec): 3 clusters
  Score: Raw -932098.983642 + Penalty 2973.043602 = -929125.940041
  nChanged 19
		SP:Iteration 34Q (5201.810000 sec): 3 clusters
  Score: Raw -932101.942452 + Penalty 2973.043602 = -929128.898850
  nChanged 10
		SP:Iteration 35Q (5201.840000 sec): 3 clusters
  Score: Raw -932104.192433 + Penalty 2973.043602 = -929131.148832
  nChanged 10
		SP:Iteration 36Q (5201.860000 sec): 3 clusters
  Score: Raw -932105.836274 + Penalty 2973.043602 = -929132.792672
  nChanged 11
		SP:Iteration 37Q (5201.890000 sec): 3 clusters
  Score: Raw -932108.922877 + Penalty 2973.043602 = -929135.879275
  nChanged 14
		SP:Iteration 38Q (5201.910000 sec): 3 clusters
  Score: Raw -932111.490359 + Penalty 2973.043602 = -929138.446757
  nChanged 12
		SP:Iteration 39Q (5201.930000 sec): 3 clusters
  Score: Raw -932113.090428 + Penalty 2973.043602 = -929140.046827
  nChanged 16
		SP:Iteration 40F (5201.960000 sec): 3 clusters
  Score: Raw -932116.597553 + Penalty 2973.043602 = -929143.553952
  nChanged 17
		SP:Iteration 41Q (5201.980000 sec): 3 clusters
  Score: Raw -932120.152880 + Penalty 2973.043602 = -929147.109278
  nChanged 20
		SP:Iteration 42Q (5202.000000 sec): 3 clusters
  Score: Raw -932124.839618 + Penalty 2973.043602 = -929151.796016
  nChanged 17
		SP:Iteration 43Q (5202.030000 sec): 3 clusters
  Score: Raw -932128.888066 + Penalty 2973.043602 = -929155.844465
  nChanged 24
		SP:Iteration 44Q (5202.050000 sec): 3 clusters
  Score: Raw -932135.549417 + Penalty 2973.043602 = -929162.505815
  nChanged 34
		SP:Iteration 45Q (5202.070000 sec): 3 clusters
  Score: Raw -932144.240365 + Penalty 2973.043602 = -929171.196763
  nChanged 36
		SP:Iteration 46Q (5202.100000 sec): 3 clusters
  Score: Raw -932156.333378 + Penalty 2973.043602 = -929183.289776
  nChanged 49
		SP:Iteration 47Q (5202.120000 sec): 3 clusters
  Score: Raw -932173.399180 + Penalty 2973.043602 = -929200.355578
  nChanged 52
		SP:Iteration 48Q (5202.150000 sec): 3 clusters
  Score: Raw -932191.381437 + Penalty 2973.043602 = -929218.337836
  nChanged 43
		SP:Iteration 49Q (5202.170000 sec): 3 clusters
  Score: Raw -932205.293175 + Penalty 2973.043602 = -929232.249574
  nChanged 44
		SP:Iteration 50Q (5202.190000 sec): 3 clusters
  Score: Raw -932219.995527 + Penalty 2973.043602 = -929246.951926
  nChanged 48
		SP:Iteration 51Q (5202.220000 sec): 3 clusters
  Score: Raw -932236.541699 + Penalty 2973.043602 = -929263.498097
  nChanged 41
		SP:Iteration 52Q (5202.240000 sec): 3 clusters
  Score: Raw -932252.972788 + Penalty 2973.043602 = -929279.929186
  nChanged 47
		SP:Iteration 53Q (5202.260000 sec): 3 clusters
  Score: Raw -932269.521631 + Penalty 2973.043602 = -929296.478029
  nChanged 37
		SP:Iteration 54Q (5202.290000 sec): 3 clusters
  Score: Raw -932283.629656 + Penalty 2973.043602 = -929310.586054
  nChanged 55
		SP:Iteration 55Q (5202.310000 sec): 3 clusters
  Score: Raw -932304.963595 + Penalty 2973.043602 = -929331.919993
  nChanged 65
		SP:Iteration 56Q (5202.330000 sec): 3 clusters
  Score: Raw -932333.063486 + Penalty 2973.043602 = -929360.019884
  nChanged 49
		SP:Iteration 57Q (5202.350000 sec): 3 clusters
  Score: Raw -932357.331857 + Penalty 2973.043602 = -929384.288255
  nChanged 50
		SP:Iteration 58Q (5202.380000 sec): 3 clusters
  Score: Raw -932389.410926 + Penalty 2973.043602 = -929416.367325
  nChanged 56
		SP:Iteration 59Q (5202.400000 sec): 3 clusters
  Score: Raw -932418.125104 + Penalty 2973.043602 = -929445.081502
  nChanged 57
		SP:Iteration 60F (5202.430000 sec): 3 clusters
  Score: Raw -932447.952584 + Penalty 2973.043602 = -929474.908982
  nChanged 60
		SP:Iteration 61Q (5202.450000 sec): 3 clusters
  Score: Raw -932476.827404 + Penalty 2973.043602 = -929503.783803
  nChanged 39
		SP:Iteration 62Q (5202.470000 sec): 3 clusters
  Score: Raw -932495.458833 + Penalty 2973.043602 = -929522.415231
  nChanged 46
		SP:Iteration 63Q (5202.490000 sec): 3 clusters
  Score: Raw -932522.238548 + Penalty 2973.043602 = -929549.194947
  nChanged 62
		SP:Iteration 64Q (5202.510000 sec): 3 clusters
  Score: Raw -932563.460701 + Penalty 2973.043602 = -929590.417100
  nChanged 52
		SP:Iteration 65Q (5202.530000 sec): 3 clusters
  Score: Raw -932589.061617 + Penalty 2973.043602 = -929616.018016
  nChanged 43
		SP:Iteration 66Q (5202.550000 sec): 3 clusters
  Score: Raw -932612.072840 + Penalty 2973.043602 = -929639.029239
  nChanged 43
		SP:Iteration 67Q (5202.570000 sec): 3 clusters
  Score: Raw -932633.203554 + Penalty 2973.043602 = -929660.159953
  nChanged 31
		SP:Iteration 68Q (5202.590000 sec): 3 clusters
  Score: Raw -932651.219549 + Penalty 2973.043602 = -929678.175947
  nChanged 29
		SP:Iteration 69Q (5202.610000 sec): 3 clusters
  Score: Raw -932668.709627 + Penalty 2973.043602 = -929695.666026
  nChanged 31
		SP:Iteration 70Q (5202.630000 sec): 3 clusters
  Score: Raw -932682.922259 + Penalty 2973.043602 = -929709.878658
  nChanged 30
		SP:Iteration 71Q (5202.650000 sec): 3 clusters
  Score: Raw -932695.144972 + Penalty 2973.043602 = -929722.101371
  nChanged 24
		SP:Iteration 72Q (5202.670000 sec): 3 clusters
  Score: Raw -932705.133672 + Penalty 2973.043602 = -929732.090070
  nChanged 22
		SP:Iteration 73Q (5202.690000 sec): 3 clusters
  Score: Raw -932711.787337 + Penalty 2973.043602 = -929738.743735
  nChanged 15
		SP:Iteration 74Q (5202.710000 sec): 3 clusters
  Score: Raw -932717.469913 + Penalty 2973.043602 = -929744.426311
  nChanged 6
		SP:Iteration 75Q (5202.730000 sec): 3 clusters
  Score: Raw -932720.967586 + Penalty 2973.043602 = -929747.923984
  nChanged 10
		SP:Iteration 76Q (5202.750000 sec): 3 clusters
  Score: Raw -932724.729503 + Penalty 2973.043602 = -929751.685902
  nChanged 7
		SP:Iteration 77Q (5202.770000 sec): 3 clusters
  Score: Raw -932726.867544 + Penalty 2973.043602 = -929753.823943
  nChanged 5
		SP:Iteration 78Q (5202.790000 sec): 3 clusters
  Score: Raw -932729.217650 + Penalty 2973.043602 = -929756.174049
  nChanged 5
		SP:Iteration 79Q (5202.810000 sec): 3 clusters
  Score: Raw -932731.151226 + Penalty 2973.043602 = -929758.107624
  nChanged 3
		SP:Iteration 80F (5202.830000 sec): 3 clusters
  Score: Raw -932731.862135 + Penalty 2973.043602 = -929758.818533
  nChanged 2
		SP:Iteration 81Q (5202.850000 sec): 3 clusters
  Score: Raw -932732.837107 + Penalty 2973.043602 = -929759.793505
  nChanged 7
		SP:Iteration 82Q (5202.870000 sec): 3 clusters
  Score: Raw -932734.625468 + Penalty 2973.043602 = -929761.581867
  nChanged 4
		SP:Iteration 83Q (5202.890000 sec): 3 clusters
  Score: Raw -932735.441434 + Penalty 2973.043602 = -929762.397832
  nChanged 3
		SP:Iteration 84Q (5202.910000 sec): 3 clusters
  Score: Raw -932735.823589 + Penalty 2973.043602 = -929762.779987
  nChanged 0
		SP:Iteration 85F (5202.930000 sec): 3 clusters
  Score: Raw -932735.823589 + Penalty 2973.043602 = -929762.779987
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (11674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5202.970000 sec): 2 clusters
  Score: Raw -1115570.309824 + Penalty 1521.831907 = -1114048.477918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5203.000000 sec): 3 clusters
  Score: Raw -1108860.386099 + Penalty 3043.663813 = -1105816.722286
  nChanged 5130
		SP:Iteration 1F (5203.030000 sec): 3 clusters
  Score: Raw -1111854.286453 + Penalty 3043.663813 = -1108810.622640
  nChanged 899
		SP:Iteration 2F (5203.060000 sec): 3 clusters
  Score: Raw -1112484.301232 + Penalty 3043.663813 = -1109440.637419
  nChanged 850
		SP:Iteration 3F (5203.090000 sec): 3 clusters
  Score: Raw -1113079.820068 + Penalty 3043.663813 = -1110036.156255
  nChanged 804
		SP:Iteration 4F (5203.120000 sec): 3 clusters
  Score: Raw -1113584.496399 + Penalty 3043.663813 = -1110540.832586
  nChanged 671
		SP:Iteration 5F (5203.150000 sec): 3 clusters
  Score: Raw -1113957.063317 + Penalty 3043.663813 = -1110913.399503
  nChanged 541
		SP:Iteration 6Q (5203.180000 sec): 3 clusters
  Score: Raw -1114252.448090 + Penalty 3043.663813 = -1111208.784277
  nChanged 441
		SP:Iteration 7Q (5203.210000 sec): 3 clusters
  Score: Raw -1114462.358175 + Penalty 3043.663813 = -1111418.694361
  nChanged 384
		SP:Iteration 8Q (5203.230000 sec): 3 clusters
  Score: Raw -1114617.151671 + Penalty 3043.663813 = -1111573.487858
  nChanged 297
		SP:Iteration 9Q (5203.260000 sec): 3 clusters
  Score: Raw -1114732.796677 + Penalty 3043.663813 = -1111689.132863
  nChanged 274
		SP:Iteration 10Q (5203.290000 sec): 3 clusters
  Score: Raw -1114852.295943 + Penalty 3043.663813 = -1111808.632130
  nChanged 227
		SP:Iteration 11Q (5203.320000 sec): 3 clusters
  Score: Raw -1114948.034774 + Penalty 3043.663813 = -1111904.370961
  nChanged 212
		SP:Iteration 12Q (5203.350000 sec): 3 clusters
  Score: Raw -1115027.890303 + Penalty 3043.663813 = -1111984.226489
  nChanged 171
		SP:Iteration 13Q (5203.370000 sec): 3 clusters
  Score: Raw -1115089.273274 + Penalty 3043.663813 = -1112045.609460
  nChanged 147
		SP:Iteration 14Q (5203.400000 sec): 3 clusters
  Score: Raw -1115142.133050 + Penalty 3043.663813 = -1112098.469237
  nChanged 142
		SP:Iteration 15Q (5203.430000 sec): 3 clusters
  Score: Raw -1115196.433684 + Penalty 3043.663813 = -1112152.769871
  nChanged 153
		SP:Iteration 16Q (5203.460000 sec): 3 clusters
  Score: Raw -1115255.729636 + Penalty 3043.663813 = -1112212.065822
  nChanged 146
		SP:Iteration 17Q (5203.490000 sec): 3 clusters
  Score: Raw -1115308.192996 + Penalty 3043.663813 = -1112264.529183
  nChanged 140
		SP:Iteration 18Q (5203.510000 sec): 3 clusters
  Score: Raw -1115362.128182 + Penalty 3043.663813 = -1112318.464368
  nChanged 149
		SP:Iteration 19Q (5203.540000 sec): 3 clusters
  Score: Raw -1115410.372304 + Penalty 3043.663813 = -1112366.708490
  nChanged 134
		SP:Iteration 20F (5203.570000 sec): 3 clusters
  Score: Raw -1115457.522264 + Penalty 3043.663813 = -1112413.858451
  nChanged 128
		SP:Iteration 21Q (5203.590000 sec): 3 clusters
  Score: Raw -1115505.149290 + Penalty 3043.663813 = -1112461.485476
  nChanged 134
		SP:Iteration 22Q (5203.620000 sec): 3 clusters
  Score: Raw -1115561.875640 + Penalty 3043.663813 = -1112518.211826
  nChanged 144
		SP:Iteration 23Q (5203.650000 sec): 3 clusters
  Score: Raw -1115623.153609 + Penalty 3043.663813 = -1112579.489796
  nChanged 145
		SP:Iteration 24Q (5203.670000 sec): 3 clusters
  Score: Raw -1115689.164920 + Penalty 3043.663813 = -1112645.501106
  nChanged 140
		SP:Iteration 25Q (5203.700000 sec): 3 clusters
  Score: Raw -1115758.463904 + Penalty 3043.663813 = -1112714.800090
  nChanged 133
		SP:Iteration 26Q (5203.730000 sec): 3 clusters
  Score: Raw -1115821.596170 + Penalty 3043.663813 = -1112777.932357
  nChanged 130
		SP:Iteration 27Q (5203.750000 sec): 3 clusters
  Score: Raw -1115894.825602 + Penalty 3043.663813 = -1112851.161788
  nChanged 121
		SP:Iteration 28Q (5203.780000 sec): 3 clusters
  Score: Raw -1115978.791339 + Penalty 3043.663813 = -1112935.127525
  nChanged 124
		SP:Iteration 29Q (5203.800000 sec): 3 clusters
  Score: Raw -1116070.685718 + Penalty 3043.663813 = -1113027.021905
  nChanged 111
		SP:Iteration 30Q (5203.830000 sec): 3 clusters
  Score: Raw -1116133.900287 + Penalty 3043.663813 = -1113090.236474
  nChanged 80
		SP:Iteration 31Q (5203.850000 sec): 3 clusters
  Score: Raw -1116173.802045 + Penalty 3043.663813 = -1113130.138232
  nChanged 73
		SP:Iteration 32Q (5203.870000 sec): 3 clusters
  Score: Raw -1116204.566102 + Penalty 3043.663813 = -1113160.902289
  nChanged 57
		SP:Iteration 33Q (5203.900000 sec): 3 clusters
  Score: Raw -1116228.188756 + Penalty 3043.663813 = -1113184.524943
  nChanged 39
		SP:Iteration 34Q (5203.930000 sec): 3 clusters
  Score: Raw -1116240.801062 + Penalty 3043.663813 = -1113197.137248
  nChanged 34
		SP:Iteration 35Q (5203.950000 sec): 3 clusters
  Score: Raw -1116253.289036 + Penalty 3043.663813 = -1113209.625222
  nChanged 22
		SP:Iteration 36Q (5203.970000 sec): 3 clusters
  Score: Raw -1116260.108690 + Penalty 3043.663813 = -1113216.444877
  nChanged 14
		SP:Iteration 37Q (5204.000000 sec): 3 clusters
  Score: Raw -1116263.840046 + Penalty 3043.663813 = -1113220.176233
  nChanged 8
		SP:Iteration 38Q (5204.020000 sec): 3 clusters
  Score: Raw -1116266.474387 + Penalty 3043.663813 = -1113222.810574
  nChanged 6
		SP:Iteration 39Q (5204.050000 sec): 3 clusters
  Score: Raw -1116268.372640 + Penalty 3043.663813 = -1113224.708826
  nChanged 2
		SP:Iteration 40F (5204.080000 sec): 3 clusters
  Score: Raw -1116268.752471 + Penalty 3043.663813 = -1113225.088658
  nChanged 1
		SP:Iteration 41Q (5204.100000 sec): 3 clusters
  Score: Raw -1116268.894250 + Penalty 3043.663813 = -1113225.230437
  nChanged 0
		SP:Iteration 42F (5204.130000 sec): 3 clusters
  Score: Raw -1116268.894250 + Penalty 3043.663813 = -1113225.230437
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (3168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5204.150000 sec): 2 clusters
  Score: Raw -310923.798577 + Penalty 1309.889060 = -309613.909517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5204.150000 sec): 3 clusters
  Score: Raw -309404.176222 + Penalty 2619.778120 = -306784.398102
  nChanged 1231
		SP:Iteration 1F (5204.160000 sec): 3 clusters
  Score: Raw -310290.482903 + Penalty 2619.778120 = -307670.704783
  nChanged 289
		SP:Iteration 2F (5204.170000 sec): 3 clusters
  Score: Raw -310622.841085 + Penalty 2619.778120 = -308003.062966
  nChanged 228
		SP:Iteration 3F (5204.180000 sec): 3 clusters
  Score: Raw -310925.485279 + Penalty 2619.778120 = -308305.707160
  nChanged 226
		SP:Iteration 4F (5204.190000 sec): 3 clusters
  Score: Raw -311231.050974 + Penalty 2619.778120 = -308611.272854
  nChanged 219
		SP:Iteration 5F (5204.200000 sec): 3 clusters
  Score: Raw -311608.669049 + Penalty 2619.778120 = -308988.890929
  nChanged 190
		SP:Iteration 6F (5204.210000 sec): 3 clusters
  Score: Raw -311970.762947 + Penalty 2619.778120 = -309350.984828
  nChanged 149
		SP:Iteration 7Q (5204.210000 sec): 3 clusters
  Score: Raw -312176.532719 + Penalty 2619.778120 = -309556.754599
  nChanged 94
		SP:Iteration 8Q (5204.220000 sec): 3 clusters
  Score: Raw -312238.266314 + Penalty 2619.778120 = -309618.488194
  nChanged 49
		SP:Iteration 9Q (5204.230000 sec): 3 clusters
  Score: Raw -312266.127923 + Penalty 2619.778120 = -309646.349804
  nChanged 37
		SP:Iteration 10Q (5204.230000 sec): 3 clusters
  Score: Raw -312283.585063 + Penalty 2619.778120 = -309663.806943
  nChanged 24
		SP:Iteration 11Q (5204.240000 sec): 3 clusters
  Score: Raw -312303.102467 + Penalty 2619.778120 = -309683.324347
  nChanged 18
		SP:Iteration 12Q (5204.250000 sec): 3 clusters
  Score: Raw -312308.419961 + Penalty 2619.778120 = -309688.641841
  nChanged 9
		SP:Iteration 13Q (5204.250000 sec): 3 clusters
  Score: Raw -312311.141896 + Penalty 2619.778120 = -309691.363776
  nChanged 4
		SP:Iteration 14Q (5204.260000 sec): 3 clusters
  Score: Raw -312312.799698 + Penalty 2619.778120 = -309693.021578
  nChanged 3
		SP:Iteration 15Q (5204.270000 sec): 3 clusters
  Score: Raw -312314.057760 + Penalty 2619.778120 = -309694.279640
  nChanged 2
		SP:Iteration 16Q (5204.280000 sec): 3 clusters
  Score: Raw -312314.486621 + Penalty 2619.778120 = -309694.708501
  nChanged 2
		SP:Iteration 17Q (5204.280000 sec): 3 clusters
  Score: Raw -312315.466122 + Penalty 2619.778120 = -309695.688002
  nChanged 1
		SP:Iteration 18Q (5204.290000 sec): 3 clusters
  Score: Raw -312315.635844 + Penalty 2619.778120 = -309695.857724
  nChanged 0
		SP:Iteration 19F (5204.300000 sec): 3 clusters
  Score: Raw -312315.635844 + Penalty 2619.778120 = -309695.857724
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (6764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5204.320000 sec): 2 clusters
  Score: Raw -617438.409868 + Penalty 1433.147578 = -616005.262290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5204.340000 sec): 3 clusters
  Score: Raw -613807.006861 + Penalty 2866.295156 = -610940.711706
  nChanged 2803
		SP:Iteration 1F (5204.350000 sec): 3 clusters
  Score: Raw -615455.012999 + Penalty 2866.295156 = -612588.717844
  nChanged 620
		SP:Iteration 2F (5204.370000 sec): 3 clusters
  Score: Raw -616051.869130 + Penalty 2866.295156 = -613185.573975
  nChanged 619
		SP:Iteration 3F (5204.390000 sec): 3 clusters
  Score: Raw -616855.779175 + Penalty 2866.295156 = -613989.484019
  nChanged 654
		SP:Iteration 4F (5204.410000 sec): 3 clusters
  Score: Raw -617882.779067 + Penalty 2866.295156 = -615016.483911
  nChanged 535
		SP:Iteration 5F (5204.420000 sec): 3 clusters
  Score: Raw -618658.643345 + Penalty 2866.295156 = -615792.348190
  nChanged 354
		SP:Iteration 6F (5204.440000 sec): 3 clusters
  Score: Raw -619001.437513 + Penalty 2866.295156 = -616135.142357
  nChanged 216
		SP:Iteration 7Q (5204.450000 sec): 3 clusters
  Score: Raw -619177.038380 + Penalty 2866.295156 = -616310.743224
  nChanged 155
		SP:Iteration 8Q (5204.470000 sec): 3 clusters
  Score: Raw -619321.113131 + Penalty 2866.295156 = -616454.817975
  nChanged 147
		SP:Iteration 9Q (5204.480000 sec): 3 clusters
  Score: Raw -619498.903093 + Penalty 2866.295156 = -616632.607937
  nChanged 141
		SP:Iteration 10Q (5204.500000 sec): 3 clusters
  Score: Raw -619709.737834 + Penalty 2866.295156 = -616843.442679
  nChanged 131
		SP:Iteration 11Q (5204.510000 sec): 3 clusters
  Score: Raw -619963.787120 + Penalty 2866.295156 = -617097.491964
  nChanged 120
		SP:Iteration 12Q (5204.530000 sec): 3 clusters
  Score: Raw -620278.748647 + Penalty 2866.295156 = -617412.453491
  nChanged 119
		SP:Iteration 13Q (5204.540000 sec): 3 clusters
  Score: Raw -620650.297390 + Penalty 2866.295156 = -617784.002234
  nChanged 94
		SP:Iteration 14Q (5204.550000 sec): 3 clusters
  Score: Raw -620791.536263 + Penalty 2866.295156 = -617925.241108
  nChanged 31
		SP:Iteration 15Q (5204.570000 sec): 3 clusters
  Score: Raw -620803.564933 + Penalty 2866.295156 = -617937.269777
  nChanged 17
		SP:Iteration 16Q (5204.580000 sec): 3 clusters
  Score: Raw -620808.894914 + Penalty 2866.295156 = -617942.599758
  nChanged 6
		SP:Iteration 17Q (5204.590000 sec): 3 clusters
  Score: Raw -620810.195950 + Penalty 2866.295156 = -617943.900794
  nChanged 3
		SP:Iteration 18Q (5204.600000 sec): 3 clusters
  Score: Raw -620810.789333 + Penalty 2866.295156 = -617944.494177
  nChanged 2
		SP:Iteration 19Q (5204.610000 sec): 3 clusters
  Score: Raw -620811.076048 + Penalty 2866.295156 = -617944.780892
  nChanged 0
		SP:Iteration 20F (5204.630000 sec): 3 clusters
  Score: Raw -620811.076048 + Penalty 2866.295156 = -617944.780892
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (2971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5204.650000 sec): 2 clusters
  Score: Raw -282631.472486 + Penalty 1299.456255 = -281332.016232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5204.650000 sec): 3 clusters
  Score: Raw -281279.982441 + Penalty 2598.912510 = -278681.069931
  nChanged 1138
		SP:Iteration 1F (5204.660000 sec): 3 clusters
  Score: Raw -282288.151669 + Penalty 2598.912510 = -279689.239160
  nChanged 353
		SP:Iteration 2F (5204.670000 sec): 3 clusters
  Score: Raw -282983.924162 + Penalty 2598.912510 = -280385.011652
  nChanged 278
		SP:Iteration 3F (5204.680000 sec): 3 clusters
  Score: Raw -283504.402700 + Penalty 2598.912510 = -280905.490190
  nChanged 231
		SP:Iteration 4F (5204.690000 sec): 3 clusters
  Score: Raw -283866.719002 + Penalty 2598.912510 = -281267.806493
  nChanged 159
		SP:Iteration 5F (5204.690000 sec): 3 clusters
  Score: Raw -284049.299424 + Penalty 2598.912510 = -281450.386915
  nChanged 101
		SP:Iteration 6Q (5204.700000 sec): 3 clusters
  Score: Raw -284155.139741 + Penalty 2598.912510 = -281556.227231
  nChanged 68
		SP:Iteration 7Q (5204.710000 sec): 3 clusters
  Score: Raw -284211.855931 + Penalty 2598.912510 = -281612.943422
  nChanged 46
		SP:Iteration 8Q (5204.710000 sec): 3 clusters
  Score: Raw -284250.551632 + Penalty 2598.912510 = -281651.639122
  nChanged 32
		SP:Iteration 9Q (5204.720000 sec): 3 clusters
  Score: Raw -284273.700540 + Penalty 2598.912510 = -281674.788031
  nChanged 21
		SP:Iteration 10Q (5204.720000 sec): 3 clusters
  Score: Raw -284285.752668 + Penalty 2598.912510 = -281686.840158
  nChanged 17
		SP:Iteration 11Q (5204.730000 sec): 3 clusters
  Score: Raw -284294.975344 + Penalty 2598.912510 = -281696.062835
  nChanged 16
		SP:Iteration 12Q (5204.740000 sec): 3 clusters
  Score: Raw -284302.692354 + Penalty 2598.912510 = -281703.779844
  nChanged 10
		SP:Iteration 13Q (5204.740000 sec): 3 clusters
  Score: Raw -284306.091829 + Penalty 2598.912510 = -281707.179319
  nChanged 4
		SP:Iteration 14Q (5204.750000 sec): 3 clusters
  Score: Raw -284307.375528 + Penalty 2598.912510 = -281708.463019
  nChanged 1
		SP:Iteration 15Q (5204.750000 sec): 3 clusters
  Score: Raw -284307.443163 + Penalty 2598.912510 = -281708.530654
  nChanged 0
		SP:Iteration 16F (5204.760000 sec): 3 clusters
  Score: Raw -284307.443163 + Penalty 2598.912510 = -281708.530654
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5204.790000 sec): 2 clusters
  Score: Raw -971118.330576 + Penalty 1490.317344 = -969628.013231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5204.820000 sec): 3 clusters
  Score: Raw -965772.323334 + Penalty 2980.634688 = -962791.688645
  nChanged 4095
		SP:Iteration 1F (5204.840000 sec): 3 clusters
  Score: Raw -968028.868681 + Penalty 2980.634688 = -965048.233992
  nChanged 663
		SP:Iteration 2F (5204.870000 sec): 3 clusters
  Score: Raw -968319.482012 + Penalty 2980.634688 = -965338.847324
  nChanged 481
		SP:Iteration 3F (5204.890000 sec): 3 clusters
  Score: Raw -968505.631577 + Penalty 2980.634688 = -965524.996889
  nChanged 387
		SP:Iteration 4Q (5204.910000 sec): 3 clusters
  Score: Raw -968639.887566 + Penalty 2980.634688 = -965659.252877
  nChanged 336
		SP:Iteration 5Q (5204.940000 sec): 3 clusters
  Score: Raw -968751.705511 + Penalty 2980.634688 = -965771.070823
  nChanged 308
		SP:Iteration 6Q (5204.960000 sec): 3 clusters
  Score: Raw -968843.956299 + Penalty 2980.634688 = -965863.321611
  nChanged 235
		SP:Iteration 7Q (5204.990000 sec): 3 clusters
  Score: Raw -968915.519691 + Penalty 2980.634688 = -965934.885002
  nChanged 228
		SP:Iteration 8Q (5205.010000 sec): 3 clusters
  Score: Raw -968982.796281 + Penalty 2980.634688 = -966002.161593
  nChanged 203
		SP:Iteration 9Q (5205.030000 sec): 3 clusters
  Score: Raw -969036.303258 + Penalty 2980.634688 = -966055.668570
  nChanged 188
		SP:Iteration 10Q (5205.060000 sec): 3 clusters
  Score: Raw -969095.742954 + Penalty 2980.634688 = -966115.108266
  nChanged 198
		SP:Iteration 11Q (5205.080000 sec): 3 clusters
  Score: Raw -969162.556875 + Penalty 2980.634688 = -966181.922186
  nChanged 235
		SP:Iteration 12Q (5205.110000 sec): 3 clusters
  Score: Raw -969256.152950 + Penalty 2980.634688 = -966275.518262
  nChanged 278
		SP:Iteration 13Q (5205.130000 sec): 3 clusters
  Score: Raw -969381.470593 + Penalty 2980.634688 = -966400.835905
  nChanged 317
		SP:Iteration 14Q (5205.160000 sec): 3 clusters
  Score: Raw -969533.447056 + Penalty 2980.634688 = -966552.812367
  nChanged 338
		SP:Iteration 15Q (5205.180000 sec): 3 clusters
  Score: Raw -969711.055220 + Penalty 2980.634688 = -966730.420531
  nChanged 371
		SP:Iteration 16Q (5205.210000 sec): 3 clusters
  Score: Raw -969938.105686 + Penalty 2980.634688 = -966957.470997
  nChanged 371
		SP:Iteration 17Q (5205.230000 sec): 3 clusters
  Score: Raw -970188.341402 + Penalty 2980.634688 = -967207.706714
  nChanged 362
		SP:Iteration 18Q (5205.250000 sec): 3 clusters
  Score: Raw -970457.276355 + Penalty 2980.634688 = -967476.641667
  nChanged 319
		SP:Iteration 19Q (5205.280000 sec): 3 clusters
  Score: Raw -970716.436416 + Penalty 2980.634688 = -967735.801728
  nChanged 277
		SP:Iteration 20F (5205.300000 sec): 3 clusters
  Score: Raw -970929.283709 + Penalty 2980.634688 = -967948.649020
  nChanged 209
		SP:Iteration 21Q (5205.320000 sec): 3 clusters
  Score: Raw -971069.311374 + Penalty 2980.634688 = -968088.676686
  nChanged 136
		SP:Iteration 22Q (5205.340000 sec): 3 clusters
  Score: Raw -971158.109821 + Penalty 2980.634688 = -968177.475132
  nChanged 111
		SP:Iteration 23Q (5205.360000 sec): 3 clusters
  Score: Raw -971241.068761 + Penalty 2980.634688 = -968260.434073
  nChanged 89
		SP:Iteration 24Q (5205.380000 sec): 3 clusters
  Score: Raw -971300.712089 + Penalty 2980.634688 = -968320.077401
  nChanged 65
		SP:Iteration 25Q (5205.400000 sec): 3 clusters
  Score: Raw -971341.727510 + Penalty 2980.634688 = -968361.092822
  nChanged 54
		SP:Iteration 26Q (5205.420000 sec): 3 clusters
  Score: Raw -971377.100687 + Penalty 2980.634688 = -968396.465998
  nChanged 44
		SP:Iteration 27Q (5205.440000 sec): 3 clusters
  Score: Raw -971403.850401 + Penalty 2980.634688 = -968423.215713
  nChanged 32
		SP:Iteration 28Q (5205.460000 sec): 3 clusters
  Score: Raw -971422.929884 + Penalty 2980.634688 = -968442.295195
  nChanged 22
		SP:Iteration 29Q (5205.480000 sec): 3 clusters
  Score: Raw -971436.002350 + Penalty 2980.634688 = -968455.367662
  nChanged 15
		SP:Iteration 30Q (5205.500000 sec): 3 clusters
  Score: Raw -971444.571726 + Penalty 2980.634688 = -968463.937037
  nChanged 14
		SP:Iteration 31Q (5205.520000 sec): 3 clusters
  Score: Raw -971452.714024 + Penalty 2980.634688 = -968472.079335
  nChanged 11
		SP:Iteration 32Q (5205.540000 sec): 3 clusters
  Score: Raw -971458.452647 + Penalty 2980.634688 = -968477.817959
  nChanged 10
		SP:Iteration 33Q (5205.560000 sec): 3 clusters
  Score: Raw -971462.910304 + Penalty 2980.634688 = -968482.275615
  nChanged 5
		SP:Iteration 34Q (5205.570000 sec): 3 clusters
  Score: Raw -971465.295579 + Penalty 2980.634688 = -968484.660891
  nChanged 6
		SP:Iteration 35Q (5205.590000 sec): 3 clusters
  Score: Raw -971467.311804 + Penalty 2980.634688 = -968486.677116
  nChanged 4
		SP:Iteration 36Q (5205.610000 sec): 3 clusters
  Score: Raw -971469.335625 + Penalty 2980.634688 = -968488.700937
  nChanged 3
		SP:Iteration 37Q (5205.630000 sec): 3 clusters
  Score: Raw -971470.788731 + Penalty 2980.634688 = -968490.154043
  nChanged 3
		SP:Iteration 38Q (5205.650000 sec): 3 clusters
  Score: Raw -971473.157161 + Penalty 2980.634688 = -968492.522473
  nChanged 0
		SP:Iteration 39F (5205.670000 sec): 3 clusters
  Score: Raw -971473.157161 + Penalty 2980.634688 = -968492.522473
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5205.690000 sec): 2 clusters
  Score: Raw -334216.380360 + Penalty 1325.293006 = -332891.087353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5205.690000 sec): 3 clusters
  Score: Raw -332481.820557 + Penalty 2650.586013 = -329831.234544
  nChanged 1326
		SP:Iteration 1F (5205.710000 sec): 3 clusters
  Score: Raw -333254.338530 + Penalty 2650.586013 = -330603.752518
  nChanged 319
		SP:Iteration 2F (5205.710000 sec): 3 clusters
  Score: Raw -333549.977545 + Penalty 2650.586013 = -330899.391532
  nChanged 302
		SP:Iteration 3F (5205.720000 sec): 3 clusters
  Score: Raw -333899.319825 + Penalty 2650.586013 = -331248.733812
  nChanged 308
		SP:Iteration 4F (5205.730000 sec): 3 clusters
  Score: Raw -334282.228055 + Penalty 2650.586013 = -331631.642042
  nChanged 295
		SP:Iteration 5F (5205.740000 sec): 3 clusters
  Score: Raw -334619.306044 + Penalty 2650.586013 = -331968.720031
  nChanged 220
		SP:Iteration 6F (5205.750000 sec): 3 clusters
  Score: Raw -334848.150082 + Penalty 2650.586013 = -332197.564069
  nChanged 138
		SP:Iteration 7Q (5205.760000 sec): 3 clusters
  Score: Raw -334982.327140 + Penalty 2650.586013 = -332331.741127
  nChanged 108
		SP:Iteration 8Q (5205.770000 sec): 3 clusters
  Score: Raw -335091.140137 + Penalty 2650.586013 = -332440.554124
  nChanged 81
		SP:Iteration 9Q (5205.770000 sec): 3 clusters
  Score: Raw -335156.291542 + Penalty 2650.586013 = -332505.705530
  nChanged 49
		SP:Iteration 10Q (5205.780000 sec): 3 clusters
  Score: Raw -335190.639510 + Penalty 2650.586013 = -332540.053497
  nChanged 35
		SP:Iteration 11Q (5205.790000 sec): 3 clusters
  Score: Raw -335212.330991 + Penalty 2650.586013 = -332561.744978
  nChanged 28
		SP:Iteration 12Q (5205.800000 sec): 3 clusters
  Score: Raw -335230.962676 + Penalty 2650.586013 = -332580.376663
  nChanged 33
		SP:Iteration 13Q (5205.810000 sec): 3 clusters
  Score: Raw -335253.334360 + Penalty 2650.586013 = -332602.748348
  nChanged 28
		SP:Iteration 14Q (5205.810000 sec): 3 clusters
  Score: Raw -335271.132876 + Penalty 2650.586013 = -332620.546863
  nChanged 16
		SP:Iteration 15Q (5205.820000 sec): 3 clusters
  Score: Raw -335277.427456 + Penalty 2650.586013 = -332626.841443
  nChanged 15
		SP:Iteration 16Q (5205.830000 sec): 3 clusters
  Score: Raw -335282.148161 + Penalty 2650.586013 = -332631.562149
  nChanged 13
		SP:Iteration 17Q (5205.840000 sec): 3 clusters
  Score: Raw -335286.602612 + Penalty 2650.586013 = -332636.016600
  nChanged 12
		SP:Iteration 18Q (5205.850000 sec): 3 clusters
  Score: Raw -335292.376542 + Penalty 2650.586013 = -332641.790529
  nChanged 10
		SP:Iteration 19Q (5205.850000 sec): 3 clusters
  Score: Raw -335295.502357 + Penalty 2650.586013 = -332644.916344
  nChanged 6
		SP:Iteration 20F (5205.860000 sec): 3 clusters
  Score: Raw -335297.904674 + Penalty 2650.586013 = -332647.318661
  nChanged 6
		SP:Iteration 21Q (5205.870000 sec): 3 clusters
  Score: Raw -335299.680891 + Penalty 2650.586013 = -332649.094878
  nChanged 5
		SP:Iteration 22Q (5205.880000 sec): 3 clusters
  Score: Raw -335300.862127 + Penalty 2650.586013 = -332650.276114
  nChanged 7
		SP:Iteration 23Q (5205.890000 sec): 3 clusters
  Score: Raw -335303.710733 + Penalty 2650.586013 = -332653.124720
  nChanged 5
		SP:Iteration 24Q (5205.900000 sec): 3 clusters
  Score: Raw -335305.701389 + Penalty 2650.586013 = -332655.115376
  nChanged 6
		SP:Iteration 25Q (5205.910000 sec): 3 clusters
  Score: Raw -335307.340716 + Penalty 2650.586013 = -332656.754703
  nChanged 4
		SP:Iteration 26Q (5205.910000 sec): 3 clusters
  Score: Raw -335308.929590 + Penalty 2650.586013 = -332658.343577
  nChanged 4
		SP:Iteration 27Q (5205.920000 sec): 3 clusters
  Score: Raw -335309.982820 + Penalty 2650.586013 = -332659.396807
  nChanged 2
		SP:Iteration 28Q (5205.930000 sec): 3 clusters
  Score: Raw -335310.431201 + Penalty 2650.586013 = -332659.845188
  nChanged 3
		SP:Iteration 29Q (5205.940000 sec): 3 clusters
  Score: Raw -335310.983046 + Penalty 2650.586013 = -332660.397034
  nChanged 3
		SP:Iteration 30Q (5205.950000 sec): 3 clusters
  Score: Raw -335311.936900 + Penalty 2650.586013 = -332661.350887
  nChanged 4
		SP:Iteration 31Q (5205.950000 sec): 3 clusters
  Score: Raw -335312.997395 + Penalty 2650.586013 = -332662.411382
  nChanged 6
		SP:Iteration 32Q (5205.960000 sec): 3 clusters
  Score: Raw -335314.988743 + Penalty 2650.586013 = -332664.402730
  nChanged 3
		SP:Iteration 33Q (5205.970000 sec): 3 clusters
  Score: Raw -335315.621980 + Penalty 2650.586013 = -332665.035967
  nChanged 1
		SP:Iteration 34Q (5205.980000 sec): 3 clusters
  Score: Raw -335315.708180 + Penalty 2650.586013 = -332665.122167
  nChanged 1
		SP:Iteration 35Q (5205.990000 sec): 3 clusters
  Score: Raw -335315.886780 + Penalty 2650.586013 = -332665.300767
  nChanged 1
		SP:Iteration 36Q (5205.990000 sec): 3 clusters
  Score: Raw -335316.087698 + Penalty 2650.586013 = -332665.501685
  nChanged 0
		SP:Iteration 37F (5206.000000 sec): 3 clusters
  Score: Raw -335316.087698 + Penalty 2650.586013 = -332665.501685
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5206.080000 sec): 2 clusters
  Score: Raw -2481538.024470 + Penalty 1647.175175 = -2479890.849295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5206.150000 sec): 3 clusters
  Score: Raw -2466175.457411 + Penalty 3294.350350 = -2462881.107061
  nChanged 11634
		SP:Iteration 1F (5206.210000 sec): 3 clusters
  Score: Raw -2472320.210620 + Penalty 3294.350350 = -2469025.860270
  nChanged 1075
		SP:Iteration 2Q (5206.280000 sec): 3 clusters
  Score: Raw -2472642.710581 + Penalty 3294.350350 = -2469348.360231
  nChanged 1065
		SP:Iteration 3Q (5206.350000 sec): 3 clusters
  Score: Raw -2473024.353902 + Penalty 3294.350350 = -2469730.003552
  nChanged 1185
		SP:Iteration 4Q (5206.410000 sec): 3 clusters
  Score: Raw -2473545.904068 + Penalty 3294.350350 = -2470251.553718
  nChanged 1419
		SP:Iteration 5F (5206.480000 sec): 3 clusters
  Score: Raw -2474316.334588 + Penalty 3294.350350 = -2471021.984238
  nChanged 1731
		SP:Iteration 6F (5206.550000 sec): 3 clusters
  Score: Raw -2475468.536349 + Penalty 3294.350350 = -2472174.185999
  nChanged 1843
		SP:Iteration 7F (5206.610000 sec): 3 clusters
  Score: Raw -2476798.493844 + Penalty 3294.350350 = -2473504.143494
  nChanged 1672
		SP:Iteration 8F (5206.670000 sec): 3 clusters
  Score: Raw -2478054.124664 + Penalty 3294.350350 = -2474759.774313
  nChanged 1387
		SP:Iteration 9F (5206.740000 sec): 3 clusters
  Score: Raw -2479141.203426 + Penalty 3294.350350 = -2475846.853075
  nChanged 1088
		SP:Iteration 10Q (5206.810000 sec): 3 clusters
  Score: Raw -2480047.320837 + Penalty 3294.350350 = -2476752.970487
  nChanged 813
		SP:Iteration 11Q (5206.870000 sec): 3 clusters
  Score: Raw -2480728.343546 + Penalty 3294.350350 = -2477433.993196
  nChanged 535
		SP:Iteration 12Q (5206.930000 sec): 3 clusters
  Score: Raw -2481177.965835 + Penalty 3294.350350 = -2477883.615485
  nChanged 276
		SP:Iteration 13Q (5206.990000 sec): 3 clusters
  Score: Raw -2481403.459697 + Penalty 3294.350350 = -2478109.109347
  nChanged 144
		SP:Iteration 14Q (5207.040000 sec): 3 clusters
  Score: Raw -2481534.616765 + Penalty 3294.350350 = -2478240.266415
  nChanged 90
		SP:Iteration 15Q (5207.090000 sec): 3 clusters
  Score: Raw -2481617.533747 + Penalty 3294.350350 = -2478323.183397
  nChanged 60
		SP:Iteration 16Q (5207.150000 sec): 3 clusters
  Score: Raw -2481680.703207 + Penalty 3294.350350 = -2478386.352857
  nChanged 38
		SP:Iteration 17Q (5207.190000 sec): 3 clusters
  Score: Raw -2481710.263770 + Penalty 3294.350350 = -2478415.913420
  nChanged 20
		SP:Iteration 18Q (5207.240000 sec): 3 clusters
  Score: Raw -2481724.425560 + Penalty 3294.350350 = -2478430.075210
  nChanged 13
		SP:Iteration 19Q (5207.290000 sec): 3 clusters
  Score: Raw -2481736.136818 + Penalty 3294.350350 = -2478441.786468
  nChanged 11
		SP:Iteration 20F (5207.350000 sec): 3 clusters
  Score: Raw -2481742.504947 + Penalty 3294.350350 = -2478448.154597
  nChanged 4
		SP:Iteration 21Q (5207.400000 sec): 3 clusters
  Score: Raw -2481745.665729 + Penalty 3294.350350 = -2478451.315379
  nChanged 8
		SP:Iteration 22Q (5207.450000 sec): 3 clusters
  Score: Raw -2481751.736731 + Penalty 3294.350350 = -2478457.386380
  nChanged 7
		SP:Iteration 23Q (5207.500000 sec): 3 clusters
  Score: Raw -2481757.866673 + Penalty 3294.350350 = -2478463.516323
  nChanged 6
		SP:Iteration 24Q (5207.540000 sec): 3 clusters
  Score: Raw -2481763.368766 + Penalty 3294.350350 = -2478469.018416
  nChanged 12
		SP:Iteration 25Q (5207.590000 sec): 3 clusters
  Score: Raw -2481774.751480 + Penalty 3294.350350 = -2478480.401130
  nChanged 9
		SP:Iteration 26Q (5207.640000 sec): 3 clusters
  Score: Raw -2481779.849955 + Penalty 3294.350350 = -2478485.499605
  nChanged 8
		SP:Iteration 27Q (5207.690000 sec): 3 clusters
  Score: Raw -2481786.807778 + Penalty 3294.350350 = -2478492.457428
  nChanged 5
		SP:Iteration 28Q (5207.730000 sec): 3 clusters
  Score: Raw -2481788.931514 + Penalty 3294.350350 = -2478494.581164
  nChanged 5
		SP:Iteration 29Q (5207.780000 sec): 3 clusters
  Score: Raw -2481793.692694 + Penalty 3294.350350 = -2478499.342344
  nChanged 4
		SP:Iteration 30Q (5207.830000 sec): 3 clusters
  Score: Raw -2481798.153242 + Penalty 3294.350350 = -2478503.802892
  nChanged 5
		SP:Iteration 31Q (5207.870000 sec): 3 clusters
  Score: Raw -2481801.832920 + Penalty 3294.350350 = -2478507.482570
  nChanged 1
		SP:Iteration 32Q (5207.920000 sec): 3 clusters
  Score: Raw -2481802.028935 + Penalty 3294.350350 = -2478507.678584
  nChanged 0
		SP:Iteration 33F (5207.980000 sec): 3 clusters
  Score: Raw -2481802.028935 + Penalty 3294.350350 = -2478507.678584
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5208.000000 sec): 2 clusters
  Score: Raw -27034.285155 + Penalty 933.758018 = -26100.527137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5208.000000 sec): 3 clusters
  Score: Raw -27120.577089 + Penalty 1867.516037 = -25253.061052
  nChanged 74
		SP:Iteration 1F (5208.000000 sec): 3 clusters
  Score: Raw -27246.194956 + Penalty 1867.516037 = -25378.678919
  nChanged 19
		SP:Iteration 2F (5208.010000 sec): 3 clusters
  Score: Raw -27304.023392 + Penalty 1867.516037 = -25436.507355
  nChanged 9
		SP:Iteration 3Q (5208.010000 sec): 3 clusters
  Score: Raw -27352.460115 + Penalty 1867.516037 = -25484.944078
  nChanged 4
		SP:Iteration 4Q (5208.010000 sec): 3 clusters
  Score: Raw -27368.889726 + Penalty 1867.516037 = -25501.373689
  nChanged 2
		SP:Iteration 5Q (5208.010000 sec): 3 clusters
  Score: Raw -27381.535250 + Penalty 1867.516037 = -25514.019213
  nChanged 2
		SP:Iteration 6Q (5208.010000 sec): 3 clusters
  Score: Raw -27389.456935 + Penalty 1867.516037 = -25521.940898
  nChanged 3
		SP:Iteration 7Q (5208.010000 sec): 3 clusters
  Score: Raw -27396.190805 + Penalty 1867.516037 = -25528.674768
  nChanged 1
		SP:Iteration 8Q (5208.010000 sec): 3 clusters
  Score: Raw -27399.398136 + Penalty 1867.516037 = -25531.882099
  nChanged 1
		SP:Iteration 9Q (5208.010000 sec): 3 clusters
  Score: Raw -27422.524374 + Penalty 1867.516037 = -25555.008337
  nChanged 2
		SP:Iteration 10Q (5208.010000 sec): 3 clusters
  Score: Raw -27425.846829 + Penalty 1867.516037 = -25558.330792
  nChanged 3
		SP:Iteration 11Q (5208.010000 sec): 3 clusters
  Score: Raw -27429.175121 + Penalty 1867.516037 = -25561.659084
  nChanged 1
		SP:Iteration 12Q (5208.010000 sec): 3 clusters
  Score: Raw -27430.530993 + Penalty 1867.516037 = -25563.014956
  nChanged 0
		SP:Iteration 13F (5208.010000 sec): 3 clusters
  Score: Raw -27430.530993 + Penalty 1867.516037 = -25563.014956
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5208.040000 sec): 2 clusters
  Score: Raw -658518.258079 + Penalty 1433.315661 = -657084.942418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5208.050000 sec): 3 clusters
  Score: Raw -654854.180551 + Penalty 2866.631321 = -651987.549230
  nChanged 2808
		SP:Iteration 1F (5208.070000 sec): 3 clusters
  Score: Raw -656444.675622 + Penalty 2866.631321 = -653578.044301
  nChanged 522
		SP:Iteration 2F (5208.090000 sec): 3 clusters
  Score: Raw -656836.991212 + Penalty 2866.631321 = -653970.359891
  nChanged 460
		SP:Iteration 3F (5208.100000 sec): 3 clusters
  Score: Raw -657180.574923 + Penalty 2866.631321 = -654313.943602
  nChanged 439
		SP:Iteration 4F (5208.120000 sec): 3 clusters
  Score: Raw -657509.430000 + Penalty 2866.631321 = -654642.798678
  nChanged 401
		SP:Iteration 5F (5208.140000 sec): 3 clusters
  Score: Raw -657832.336769 + Penalty 2866.631321 = -654965.705448
  nChanged 387
		SP:Iteration 6F (5208.150000 sec): 3 clusters
  Score: Raw -658171.952881 + Penalty 2866.631321 = -655305.321560
  nChanged 375
		SP:Iteration 7F (5208.170000 sec): 3 clusters
  Score: Raw -658443.721823 + Penalty 2866.631321 = -655577.090502
  nChanged 291
		SP:Iteration 8Q (5208.190000 sec): 3 clusters
  Score: Raw -658611.511280 + Penalty 2866.631321 = -655744.879959
  nChanged 243
		SP:Iteration 9Q (5208.210000 sec): 3 clusters
  Score: Raw -658730.093781 + Penalty 2866.631321 = -655863.462460
  nChanged 178
		SP:Iteration 10Q (5208.220000 sec): 3 clusters
  Score: Raw -658803.300761 + Penalty 2866.631321 = -655936.669440
  nChanged 136
		SP:Iteration 11Q (5208.240000 sec): 3 clusters
  Score: Raw -658850.216736 + Penalty 2866.631321 = -655983.585415
  nChanged 99
		SP:Iteration 12Q (5208.250000 sec): 3 clusters
  Score: Raw -658882.812262 + Penalty 2866.631321 = -656016.180941
  nChanged 74
		SP:Iteration 13Q (5208.270000 sec): 3 clusters
  Score: Raw -658903.809958 + Penalty 2866.631321 = -656037.178636
  nChanged 62
		SP:Iteration 14Q (5208.290000 sec): 3 clusters
  Score: Raw -658920.222502 + Penalty 2866.631321 = -656053.591181
  nChanged 57
		SP:Iteration 15Q (5208.310000 sec): 3 clusters
  Score: Raw -658930.805576 + Penalty 2866.631321 = -656064.174255
  nChanged 33
		SP:Iteration 16Q (5208.320000 sec): 3 clusters
  Score: Raw -658936.225059 + Penalty 2866.631321 = -656069.593738
  nChanged 14
		SP:Iteration 17Q (5208.340000 sec): 3 clusters
  Score: Raw -658938.574556 + Penalty 2866.631321 = -656071.943235
  nChanged 16
		SP:Iteration 18Q (5208.350000 sec): 3 clusters
  Score: Raw -658940.898347 + Penalty 2866.631321 = -656074.267026
  nChanged 17
		SP:Iteration 19Q (5208.370000 sec): 3 clusters
  Score: Raw -658943.526618 + Penalty 2866.631321 = -656076.895297
  nChanged 21
		SP:Iteration 20F (5208.390000 sec): 3 clusters
  Score: Raw -658947.322965 + Penalty 2866.631321 = -656080.691644
  nChanged 20
		SP:Iteration 21Q (5208.410000 sec): 3 clusters
  Score: Raw -658951.292809 + Penalty 2866.631321 = -656084.661488
  nChanged 14
		SP:Iteration 22Q (5208.420000 sec): 3 clusters
  Score: Raw -658954.760129 + Penalty 2866.631321 = -656088.128808
  nChanged 18
		SP:Iteration 23Q (5208.440000 sec): 3 clusters
  Score: Raw -658958.051715 + Penalty 2866.631321 = -656091.420394
  nChanged 13
		SP:Iteration 24Q (5208.450000 sec): 3 clusters
  Score: Raw -658959.447579 + Penalty 2866.631321 = -656092.816258
  nChanged 5
		SP:Iteration 25Q (5208.470000 sec): 3 clusters
  Score: Raw -658960.119764 + Penalty 2866.631321 = -656093.488443
  nChanged 2
		SP:Iteration 26Q (5208.490000 sec): 3 clusters
  Score: Raw -658960.369964 + Penalty 2866.631321 = -656093.738643
  nChanged 3
		SP:Iteration 27Q (5208.500000 sec): 3 clusters
  Score: Raw -658960.743247 + Penalty 2866.631321 = -656094.111926
  nChanged 2
		SP:Iteration 28Q (5208.520000 sec): 3 clusters
  Score: Raw -658961.197993 + Penalty 2866.631321 = -656094.566671
  nChanged 2
		SP:Iteration 29Q (5208.530000 sec): 3 clusters
  Score: Raw -658961.399455 + Penalty 2866.631321 = -656094.768134
  nChanged 1
		SP:Iteration 30Q (5208.550000 sec): 3 clusters
  Score: Raw -658961.601078 + Penalty 2866.631321 = -656094.969757
  nChanged 1
		SP:Iteration 31Q (5208.570000 sec): 3 clusters
  Score: Raw -658961.743071 + Penalty 2866.631321 = -656095.111750
  nChanged 1
		SP:Iteration 32Q (5208.590000 sec): 3 clusters
  Score: Raw -658962.097711 + Penalty 2866.631321 = -656095.466390
  nChanged 1
		SP:Iteration 33Q (5208.600000 sec): 3 clusters
  Score: Raw -658962.155834 + Penalty 2866.631321 = -656095.524513
  nChanged 1
		SP:Iteration 34Q (5208.620000 sec): 3 clusters
  Score: Raw -658962.235478 + Penalty 2866.631321 = -656095.604156
  nChanged 1
		SP:Iteration 35Q (5208.630000 sec): 3 clusters
  Score: Raw -658962.332885 + Penalty 2866.631321 = -656095.701564
  nChanged 0
		SP:Iteration 36F (5208.650000 sec): 3 clusters
  Score: Raw -658962.332885 + Penalty 2866.631321 = -656095.701564
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (2219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5208.660000 sec): 2 clusters
  Score: Raw -203590.803093 + Penalty 1252.031937 = -202338.771156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5208.670000 sec): 3 clusters
  Score: Raw -202651.215784 + Penalty 2504.063875 = -200147.151909
  nChanged 809
		SP:Iteration 1F (5208.670000 sec): 3 clusters
  Score: Raw -203382.668973 + Penalty 2504.063875 = -200878.605098
  nChanged 263
		SP:Iteration 2F (5208.680000 sec): 3 clusters
  Score: Raw -203736.092991 + Penalty 2504.063875 = -201232.029116
  nChanged 192
		SP:Iteration 3F (5208.680000 sec): 3 clusters
  Score: Raw -203999.135184 + Penalty 2504.063875 = -201495.071309
  nChanged 136
		SP:Iteration 4F (5208.690000 sec): 3 clusters
  Score: Raw -204167.090424 + Penalty 2504.063875 = -201663.026549
  nChanged 96
		SP:Iteration 5Q (5208.690000 sec): 3 clusters
  Score: Raw -204264.079045 + Penalty 2504.063875 = -201760.015170
  nChanged 67
		SP:Iteration 6Q (5208.700000 sec): 3 clusters
  Score: Raw -204334.517414 + Penalty 2504.063875 = -201830.453539
  nChanged 54
		SP:Iteration 7Q (5208.700000 sec): 3 clusters
  Score: Raw -204373.618621 + Penalty 2504.063875 = -201869.554746
  nChanged 36
		SP:Iteration 8Q (5208.710000 sec): 3 clusters
  Score: Raw -204407.430735 + Penalty 2504.063875 = -201903.366860
  nChanged 32
		SP:Iteration 9Q (5208.710000 sec): 3 clusters
  Score: Raw -204425.577240 + Penalty 2504.063875 = -201921.513365
  nChanged 13
		SP:Iteration 10Q (5208.720000 sec): 3 clusters
  Score: Raw -204433.145933 + Penalty 2504.063875 = -201929.082058
  nChanged 15
		SP:Iteration 11Q (5208.720000 sec): 3 clusters
  Score: Raw -204439.218072 + Penalty 2504.063875 = -201935.154197
  nChanged 1
		SP:Iteration 12Q (5208.730000 sec): 3 clusters
  Score: Raw -204439.504211 + Penalty 2504.063875 = -201935.440336
  nChanged 2
		SP:Iteration 13Q (5208.730000 sec): 3 clusters
  Score: Raw -204440.240147 + Penalty 2504.063875 = -201936.176272
  nChanged 4
		SP:Iteration 14Q (5208.740000 sec): 3 clusters
  Score: Raw -204441.831608 + Penalty 2504.063875 = -201937.767733
  nChanged 2
		SP:Iteration 15Q (5208.740000 sec): 3 clusters
  Score: Raw -204442.791713 + Penalty 2504.063875 = -201938.727838
  nChanged 3
		SP:Iteration 16Q (5208.750000 sec): 3 clusters
  Score: Raw -204443.847327 + Penalty 2504.063875 = -201939.783452
  nChanged 3
		SP:Iteration 17Q (5208.750000 sec): 3 clusters
  Score: Raw -204445.055480 + Penalty 2504.063875 = -201940.991605
  nChanged 2
		SP:Iteration 18Q (5208.760000 sec): 3 clusters
  Score: Raw -204446.063062 + Penalty 2504.063875 = -201941.999187
  nChanged 1
		SP:Iteration 19Q (5208.760000 sec): 3 clusters
  Score: Raw -204446.294533 + Penalty 2504.063875 = -201942.230658
  nChanged 0
		SP:Iteration 20F (5208.770000 sec): 3 clusters
  Score: Raw -204446.294533 + Penalty 2504.063875 = -201942.230658
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (8005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5208.790000 sec): 2 clusters
  Score: Raw -712606.054094 + Penalty 1460.521014 = -711145.533080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5208.810000 sec): 3 clusters
  Score: Raw -708247.575446 + Penalty 2921.042028 = -705326.533418
  nChanged 3374
		SP:Iteration 1F (5208.830000 sec): 3 clusters
  Score: Raw -710201.655382 + Penalty 2921.042028 = -707280.613354
  nChanged 644
		SP:Iteration 2F (5208.850000 sec): 3 clusters
  Score: Raw -710677.924328 + Penalty 2921.042028 = -707756.882300
  nChanged 579
		SP:Iteration 3F (5208.870000 sec): 3 clusters
  Score: Raw -711144.755585 + Penalty 2921.042028 = -708223.713557
  nChanged 557
		SP:Iteration 4F (5208.890000 sec): 3 clusters
  Score: Raw -711613.673310 + Penalty 2921.042028 = -708692.631282
  nChanged 508
		SP:Iteration 5F (5208.910000 sec): 3 clusters
  Score: Raw -712010.471680 + Penalty 2921.042028 = -709089.429652
  nChanged 429
		SP:Iteration 6F (5208.930000 sec): 3 clusters
  Score: Raw -712313.973886 + Penalty 2921.042028 = -709392.931858
  nChanged 368
		SP:Iteration 7Q (5208.950000 sec): 3 clusters
  Score: Raw -712541.811476 + Penalty 2921.042028 = -709620.769448
  nChanged 251
		SP:Iteration 8Q (5208.970000 sec): 3 clusters
  Score: Raw -712680.208447 + Penalty 2921.042028 = -709759.166419
  nChanged 198
		SP:Iteration 9Q (5208.990000 sec): 3 clusters
  Score: Raw -712796.980860 + Penalty 2921.042028 = -709875.938832
  nChanged 207
		SP:Iteration 10Q (5209.010000 sec): 3 clusters
  Score: Raw -712903.927154 + Penalty 2921.042028 = -709982.885126
  nChanged 154
		SP:Iteration 11Q (5209.030000 sec): 3 clusters
  Score: Raw -712974.441302 + Penalty 2921.042028 = -710053.399274
  nChanged 112
		SP:Iteration 12Q (5209.050000 sec): 3 clusters
  Score: Raw -713016.624656 + Penalty 2921.042028 = -710095.582628
  nChanged 94
		SP:Iteration 13Q (5209.070000 sec): 3 clusters
  Score: Raw -713045.363648 + Penalty 2921.042028 = -710124.321620
  nChanged 78
		SP:Iteration 14Q (5209.090000 sec): 3 clusters
  Score: Raw -713066.313736 + Penalty 2921.042028 = -710145.271708
  nChanged 63
		SP:Iteration 15Q (5209.110000 sec): 3 clusters
  Score: Raw -713081.994049 + Penalty 2921.042028 = -710160.952021
  nChanged 46
		SP:Iteration 16Q (5209.130000 sec): 3 clusters
  Score: Raw -713093.633887 + Penalty 2921.042028 = -710172.591859
  nChanged 50
		SP:Iteration 17Q (5209.140000 sec): 3 clusters
  Score: Raw -713104.200572 + Penalty 2921.042028 = -710183.158544
  nChanged 29
		SP:Iteration 18Q (5209.160000 sec): 3 clusters
  Score: Raw -713109.436206 + Penalty 2921.042028 = -710188.394177
  nChanged 21
		SP:Iteration 19Q (5209.180000 sec): 3 clusters
  Score: Raw -713113.639341 + Penalty 2921.042028 = -710192.597313
  nChanged 16
		SP:Iteration 20F (5209.200000 sec): 3 clusters
  Score: Raw -713116.881002 + Penalty 2921.042028 = -710195.838974
  nChanged 18
		SP:Iteration 21Q (5209.220000 sec): 3 clusters
  Score: Raw -713119.346932 + Penalty 2921.042028 = -710198.304904
  nChanged 15
		SP:Iteration 22Q (5209.240000 sec): 3 clusters
  Score: Raw -713121.881326 + Penalty 2921.042028 = -710200.839297
  nChanged 19
		SP:Iteration 23Q (5209.260000 sec): 3 clusters
  Score: Raw -713126.379996 + Penalty 2921.042028 = -710205.337968
  nChanged 27
		SP:Iteration 24Q (5209.280000 sec): 3 clusters
  Score: Raw -713133.537395 + Penalty 2921.042028 = -710212.495367
  nChanged 30
		SP:Iteration 25Q (5209.290000 sec): 3 clusters
  Score: Raw -713140.048207 + Penalty 2921.042028 = -710219.006178
  nChanged 21
		SP:Iteration 26Q (5209.310000 sec): 3 clusters
  Score: Raw -713142.857444 + Penalty 2921.042028 = -710221.815415
  nChanged 10
		SP:Iteration 27Q (5209.330000 sec): 3 clusters
  Score: Raw -713144.299674 + Penalty 2921.042028 = -710223.257645
  nChanged 11
		SP:Iteration 28Q (5209.350000 sec): 3 clusters
  Score: Raw -713145.544809 + Penalty 2921.042028 = -710224.502781
  nChanged 8
		SP:Iteration 29Q (5209.370000 sec): 3 clusters
  Score: Raw -713146.357244 + Penalty 2921.042028 = -710225.315215
  nChanged 7
		SP:Iteration 30Q (5209.390000 sec): 3 clusters
  Score: Raw -713147.414366 + Penalty 2921.042028 = -710226.372338
  nChanged 3
		SP:Iteration 31Q (5209.410000 sec): 3 clusters
  Score: Raw -713147.589646 + Penalty 2921.042028 = -710226.547618
  nChanged 2
		SP:Iteration 32Q (5209.430000 sec): 3 clusters
  Score: Raw -713147.729293 + Penalty 2921.042028 = -710226.687265
  nChanged 2
		SP:Iteration 33Q (5209.450000 sec): 3 clusters
  Score: Raw -713147.937753 + Penalty 2921.042028 = -710226.895725
  nChanged 5
		SP:Iteration 34Q (5209.460000 sec): 3 clusters
  Score: Raw -713148.379741 + Penalty 2921.042028 = -710227.337713
  nChanged 4
		SP:Iteration 35Q (5209.480000 sec): 3 clusters
  Score: Raw -713148.956178 + Penalty 2921.042028 = -710227.914150
  nChanged 3
		SP:Iteration 36Q (5209.500000 sec): 3 clusters
  Score: Raw -713149.139510 + Penalty 2921.042028 = -710228.097482
  nChanged 1
		SP:Iteration 37Q (5209.520000 sec): 3 clusters
  Score: Raw -713149.218884 + Penalty 2921.042028 = -710228.176856
  nChanged 0
		SP:Iteration 38F (5209.540000 sec): 3 clusters
  Score: Raw -713149.218884 + Penalty 2921.042028 = -710228.176856
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (4206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5209.550000 sec): 2 clusters
  Score: Raw -403176.021049 + Penalty 1355.943445 = -401820.077603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5209.570000 sec): 3 clusters
  Score: Raw -401070.059005 + Penalty 2711.886891 = -398358.172115
  nChanged 1644
		SP:Iteration 1F (5209.580000 sec): 3 clusters
  Score: Raw -402045.649698 + Penalty 2711.886891 = -399333.762807
  nChanged 304
		SP:Iteration 2F (5209.590000 sec): 3 clusters
  Score: Raw -402207.509795 + Penalty 2711.886891 = -399495.622904
  nChanged 236
		SP:Iteration 3F (5209.600000 sec): 3 clusters
  Score: Raw -402343.964612 + Penalty 2711.886891 = -399632.077721
  nChanged 180
		SP:Iteration 4Q (5209.610000 sec): 3 clusters
  Score: Raw -402447.510687 + Penalty 2711.886891 = -399735.623797
  nChanged 150
		SP:Iteration 5Q (5209.620000 sec): 3 clusters
  Score: Raw -402530.663145 + Penalty 2711.886891 = -399818.776254
  nChanged 132
		SP:Iteration 6Q (5209.630000 sec): 3 clusters
  Score: Raw -402594.774853 + Penalty 2711.886891 = -399882.887962
  nChanged 108
		SP:Iteration 7Q (5209.640000 sec): 3 clusters
  Score: Raw -402644.236117 + Penalty 2711.886891 = -399932.349226
  nChanged 107
		SP:Iteration 8Q (5209.650000 sec): 3 clusters
  Score: Raw -402703.221572 + Penalty 2711.886891 = -399991.334682
  nChanged 94
		SP:Iteration 9Q (5209.660000 sec): 3 clusters
  Score: Raw -402760.541750 + Penalty 2711.886891 = -400048.654859
  nChanged 91
		SP:Iteration 10Q (5209.670000 sec): 3 clusters
  Score: Raw -402802.886551 + Penalty 2711.886891 = -400090.999661
  nChanged 79
		SP:Iteration 11Q (5209.680000 sec): 3 clusters
  Score: Raw -402837.653701 + Penalty 2711.886891 = -400125.766810
  nChanged 72
		SP:Iteration 12Q (5209.690000 sec): 3 clusters
  Score: Raw -402868.488020 + Penalty 2711.886891 = -400156.601130
  nChanged 77
		SP:Iteration 13Q (5209.700000 sec): 3 clusters
  Score: Raw -402898.246938 + Penalty 2711.886891 = -400186.360047
  nChanged 69
		SP:Iteration 14Q (5209.710000 sec): 3 clusters
  Score: Raw -402928.275822 + Penalty 2711.886891 = -400216.388931
  nChanged 76
		SP:Iteration 15Q (5209.720000 sec): 3 clusters
  Score: Raw -402957.697006 + Penalty 2711.886891 = -400245.810115
  nChanged 70
		SP:Iteration 16Q (5209.730000 sec): 3 clusters
  Score: Raw -402990.042716 + Penalty 2711.886891 = -400278.155825
  nChanged 82
		SP:Iteration 17Q (5209.740000 sec): 3 clusters
  Score: Raw -403022.956537 + Penalty 2711.886891 = -400311.069646
  nChanged 82
		SP:Iteration 18Q (5209.750000 sec): 3 clusters
  Score: Raw -403054.088166 + Penalty 2711.886891 = -400342.201275
  nChanged 83
		SP:Iteration 19Q (5209.760000 sec): 3 clusters
  Score: Raw -403086.101927 + Penalty 2711.886891 = -400374.215036
  nChanged 72
		SP:Iteration 20F (5209.770000 sec): 3 clusters
  Score: Raw -403118.558026 + Penalty 2711.886891 = -400406.671135
  nChanged 73
		SP:Iteration 21Q (5209.790000 sec): 3 clusters
  Score: Raw -403154.344261 + Penalty 2711.886891 = -400442.457370
  nChanged 98
		SP:Iteration 22Q (5209.790000 sec): 3 clusters
  Score: Raw -403198.345062 + Penalty 2711.886891 = -400486.458171
  nChanged 73
		SP:Iteration 23Q (5209.810000 sec): 3 clusters
  Score: Raw -403231.404946 + Penalty 2711.886891 = -400519.518055
  nChanged 73
		SP:Iteration 24Q (5209.810000 sec): 3 clusters
  Score: Raw -403270.368493 + Penalty 2711.886891 = -400558.481602
  nChanged 76
		SP:Iteration 25Q (5209.830000 sec): 3 clusters
  Score: Raw -403305.908202 + Penalty 2711.886891 = -400594.021311
  nChanged 71
		SP:Iteration 26Q (5209.830000 sec): 3 clusters
  Score: Raw -403343.552617 + Penalty 2711.886891 = -400631.665726
  nChanged 71
		SP:Iteration 27Q (5209.850000 sec): 3 clusters
  Score: Raw -403385.540589 + Penalty 2711.886891 = -400673.653698
  nChanged 72
		SP:Iteration 28Q (5209.850000 sec): 3 clusters
  Score: Raw -403429.329272 + Penalty 2711.886891 = -400717.442381
  nChanged 71
		SP:Iteration 29Q (5209.870000 sec): 3 clusters
  Score: Raw -403472.383950 + Penalty 2711.886891 = -400760.497059
  nChanged 76
		SP:Iteration 30Q (5209.870000 sec): 3 clusters
  Score: Raw -403525.970571 + Penalty 2711.886891 = -400814.083680
  nChanged 72
		SP:Iteration 31Q (5209.890000 sec): 3 clusters
  Score: Raw -403583.704302 + Penalty 2711.886891 = -400871.817412
  nChanged 67
		SP:Iteration 32Q (5209.890000 sec): 3 clusters
  Score: Raw -403629.068262 + Penalty 2711.886891 = -400917.181371
  nChanged 59
		SP:Iteration 33Q (5209.910000 sec): 3 clusters
  Score: Raw -403658.714148 + Penalty 2711.886891 = -400946.827257
  nChanged 39
		SP:Iteration 34Q (5209.910000 sec): 3 clusters
  Score: Raw -403684.191772 + Penalty 2711.886891 = -400972.304882
  nChanged 45
		SP:Iteration 35Q (5209.920000 sec): 3 clusters
  Score: Raw -403712.719208 + Penalty 2711.886891 = -401000.832317
  nChanged 44
		SP:Iteration 36Q (5209.930000 sec): 3 clusters
  Score: Raw -403742.416564 + Penalty 2711.886891 = -401030.529673
  nChanged 46
		SP:Iteration 37Q (5209.940000 sec): 3 clusters
  Score: Raw -403779.621631 + Penalty 2711.886891 = -401067.734740
  nChanged 51
		SP:Iteration 38Q (5209.950000 sec): 3 clusters
  Score: Raw -403826.444278 + Penalty 2711.886891 = -401114.557387
  nChanged 42
		SP:Iteration 39Q (5209.960000 sec): 3 clusters
  Score: Raw -403857.882997 + Penalty 2711.886891 = -401145.996106
  nChanged 31
		SP:Iteration 40F (5209.970000 sec): 3 clusters
  Score: Raw -403876.879074 + Penalty 2711.886891 = -401164.992183
  nChanged 27
		SP:Iteration 41Q (5209.980000 sec): 3 clusters
  Score: Raw -403890.888160 + Penalty 2711.886891 = -401179.001269
  nChanged 19
		SP:Iteration 42Q (5209.990000 sec): 3 clusters
  Score: Raw -403901.765694 + Penalty 2711.886891 = -401189.878804
  nChanged 18
		SP:Iteration 43Q (5210.000000 sec): 3 clusters
  Score: Raw -403910.464523 + Penalty 2711.886891 = -401198.577632
  nChanged 14
		SP:Iteration 44Q (5210.010000 sec): 3 clusters
  Score: Raw -403917.479707 + Penalty 2711.886891 = -401205.592816
  nChanged 10
		SP:Iteration 45Q (5210.010000 sec): 3 clusters
  Score: Raw -403923.140597 + Penalty 2711.886891 = -401211.253706
  nChanged 14
		SP:Iteration 46Q (5210.030000 sec): 3 clusters
  Score: Raw -403928.861215 + Penalty 2711.886891 = -401216.974324
  nChanged 12
		SP:Iteration 47Q (5210.030000 sec): 3 clusters
  Score: Raw -403934.181248 + Penalty 2711.886891 = -401222.294357
  nChanged 9
		SP:Iteration 48Q (5210.040000 sec): 3 clusters
  Score: Raw -403938.382532 + Penalty 2711.886891 = -401226.495641
  nChanged 5
		SP:Iteration 49Q (5210.050000 sec): 3 clusters
  Score: Raw -403941.601552 + Penalty 2711.886891 = -401229.714661
  nChanged 2
		SP:Iteration 50Q (5210.060000 sec): 3 clusters
  Score: Raw -403942.194310 + Penalty 2711.886891 = -401230.307419
  nChanged 2
		SP:Iteration 51Q (5210.070000 sec): 3 clusters
  Score: Raw -403942.961635 + Penalty 2711.886891 = -401231.074744
  nChanged 1
		SP:Iteration 52Q (5210.080000 sec): 3 clusters
  Score: Raw -403943.276488 + Penalty 2711.886891 = -401231.389597
  nChanged 1
		SP:Iteration 53Q (5210.090000 sec): 3 clusters
  Score: Raw -403943.443233 + Penalty 2711.886891 = -401231.556342
  nChanged 0
		SP:Iteration 54F (5210.100000 sec): 3 clusters
  Score: Raw -403943.443233 + Penalty 2711.886891 = -401231.556342
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5210.110000 sec): 2 clusters
  Score: Raw -126673.096748 + Penalty 1156.017868 = -125517.078880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5210.110000 sec): 3 clusters
  Score: Raw -126229.343421 + Penalty 2312.035736 = -123917.307685
  nChanged 379
		SP:Iteration 1F (5210.110000 sec): 3 clusters
  Score: Raw -126532.616325 + Penalty 2312.035736 = -124220.580589
  nChanged 89
		SP:Iteration 2F (5210.110000 sec): 3 clusters
  Score: Raw -126602.165434 + Penalty 2312.035736 = -124290.129699
  nChanged 39
		SP:Iteration 3Q (5210.120000 sec): 3 clusters
  Score: Raw -126629.658010 + Penalty 2312.035736 = -124317.622274
  nChanged 30
		SP:Iteration 4Q (5210.120000 sec): 3 clusters
  Score: Raw -126652.495986 + Penalty 2312.035736 = -124340.460250
  nChanged 16
		SP:Iteration 5Q (5210.120000 sec): 3 clusters
  Score: Raw -126664.344094 + Penalty 2312.035736 = -124352.308358
  nChanged 18
		SP:Iteration 6Q (5210.130000 sec): 3 clusters
  Score: Raw -126678.952023 + Penalty 2312.035736 = -124366.916287
  nChanged 18
		SP:Iteration 7Q (5210.130000 sec): 3 clusters
  Score: Raw -126691.779342 + Penalty 2312.035736 = -124379.743606
  nChanged 10
		SP:Iteration 8Q (5210.130000 sec): 3 clusters
  Score: Raw -126698.503582 + Penalty 2312.035736 = -124386.467846
  nChanged 8
		SP:Iteration 9Q (5210.140000 sec): 3 clusters
  Score: Raw -126704.792531 + Penalty 2312.035736 = -124392.756795
  nChanged 5
		SP:Iteration 10Q (5210.140000 sec): 3 clusters
  Score: Raw -126707.355842 + Penalty 2312.035736 = -124395.320107
  nChanged 5
		SP:Iteration 11Q (5210.140000 sec): 3 clusters
  Score: Raw -126709.287873 + Penalty 2312.035736 = -124397.252137
  nChanged 3
		SP:Iteration 12Q (5210.150000 sec): 3 clusters
  Score: Raw -126711.586390 + Penalty 2312.035736 = -124399.550655
  nChanged 1
		SP:Iteration 13Q (5210.150000 sec): 3 clusters
  Score: Raw -126712.022891 + Penalty 2312.035736 = -124399.987155
  nChanged 1
		SP:Iteration 14Q (5210.150000 sec): 3 clusters
  Score: Raw -126712.386300 + Penalty 2312.035736 = -124400.350564
  nChanged 0
		SP:Iteration 15F (5210.150000 sec): 3 clusters
  Score: Raw -126712.386300 + Penalty 2312.035736 = -124400.350564
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (5558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5210.170000 sec): 2 clusters
  Score: Raw -514778.548558 + Penalty 1401.236462 = -513377.312096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5210.190000 sec): 3 clusters
  Score: Raw -511804.869457 + Penalty 2802.472923 = -509002.396533
  nChanged 2315
		SP:Iteration 1F (5210.200000 sec): 3 clusters
  Score: Raw -513167.004316 + Penalty 2802.472923 = -510364.531392
  nChanged 491
		SP:Iteration 2F (5210.210000 sec): 3 clusters
  Score: Raw -513569.296409 + Penalty 2802.472923 = -510766.823485
  nChanged 407
		SP:Iteration 3F (5210.230000 sec): 3 clusters
  Score: Raw -513898.894594 + Penalty 2802.472923 = -511096.421670
  nChanged 354
		SP:Iteration 4F (5210.240000 sec): 3 clusters
  Score: Raw -514221.840419 + Penalty 2802.472923 = -511419.367496
  nChanged 328
		SP:Iteration 5F (5210.260000 sec): 3 clusters
  Score: Raw -514528.327826 + Penalty 2802.472923 = -511725.854903
  nChanged 330
		SP:Iteration 6F (5210.270000 sec): 3 clusters
  Score: Raw -514844.187408 + Penalty 2802.472923 = -512041.714484
  nChanged 309
		SP:Iteration 7F (5210.290000 sec): 3 clusters
  Score: Raw -515191.687345 + Penalty 2802.472923 = -512389.214422
  nChanged 298
		SP:Iteration 8F (5210.300000 sec): 3 clusters
  Score: Raw -515566.568292 + Penalty 2802.472923 = -512764.095369
  nChanged 242
		SP:Iteration 9Q (5210.310000 sec): 3 clusters
  Score: Raw -515829.665220 + Penalty 2802.472923 = -513027.192297
  nChanged 171
		SP:Iteration 10Q (5210.330000 sec): 3 clusters
  Score: Raw -515950.276756 + Penalty 2802.472923 = -513147.803833
  nChanged 100
		SP:Iteration 11Q (5210.340000 sec): 3 clusters
  Score: Raw -516018.818384 + Penalty 2802.472923 = -513216.345461
  nChanged 82
		SP:Iteration 12Q (5210.350000 sec): 3 clusters
  Score: Raw -516079.785586 + Penalty 2802.472923 = -513277.312662
  nChanged 71
		SP:Iteration 13Q (5210.370000 sec): 3 clusters
  Score: Raw -516131.519855 + Penalty 2802.472923 = -513329.046931
  nChanged 53
		SP:Iteration 14Q (5210.380000 sec): 3 clusters
  Score: Raw -516166.505790 + Penalty 2802.472923 = -513364.032866
  nChanged 40
		SP:Iteration 15Q (5210.390000 sec): 3 clusters
  Score: Raw -516183.525500 + Penalty 2802.472923 = -513381.052577
  nChanged 18
		SP:Iteration 16Q (5210.400000 sec): 3 clusters
  Score: Raw -516190.370717 + Penalty 2802.472923 = -513387.897793
  nChanged 14
		SP:Iteration 17Q (5210.410000 sec): 3 clusters
  Score: Raw -516194.618433 + Penalty 2802.472923 = -513392.145509
  nChanged 12
		SP:Iteration 18Q (5210.430000 sec): 3 clusters
  Score: Raw -516198.414094 + Penalty 2802.472923 = -513395.941170
  nChanged 11
		SP:Iteration 19Q (5210.440000 sec): 3 clusters
  Score: Raw -516200.712213 + Penalty 2802.472923 = -513398.239290
  nChanged 5
		SP:Iteration 20F (5210.450000 sec): 3 clusters
  Score: Raw -516201.477041 + Penalty 2802.472923 = -513399.004117
  nChanged 2
		SP:Iteration 21Q (5210.460000 sec): 3 clusters
  Score: Raw -516201.842296 + Penalty 2802.472923 = -513399.369373
  nChanged 1
		SP:Iteration 22Q (5210.470000 sec): 3 clusters
  Score: Raw -516202.165607 + Penalty 2802.472923 = -513399.692684
  nChanged 1
		SP:Iteration 23Q (5210.490000 sec): 3 clusters
  Score: Raw -516202.381880 + Penalty 2802.472923 = -513399.908957
  nChanged 1
		SP:Iteration 24Q (5210.500000 sec): 3 clusters
  Score: Raw -516202.584109 + Penalty 2802.472923 = -513400.111186
  nChanged 1
		SP:Iteration 25Q (5210.510000 sec): 3 clusters
  Score: Raw -516202.751141 + Penalty 2802.472923 = -513400.278218
  nChanged 0
		SP:Iteration 26F (5210.530000 sec): 3 clusters
  Score: Raw -516202.751141 + Penalty 2802.472923 = -513400.278218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Deleting Class 75 (54 points): Lose 1716.518647 but Gain 2237.823938
Iteration 99Q (5220.260000 sec): 88 clusters
  Score: Raw -92151408.962148 + Penalty 194690.682640 = -91956718.279508
  nChanged 6279
Iteration 100F (5293.100000 sec): 88 clusters
  Score: Raw -92157375.385303 + Penalty 194690.682640 = -91962684.702663
  nChanged 5503
Iteration 101Q (5300.180000 sec): 88 clusters
  Score: Raw -92160614.692067 + Penalty 194690.682640 = -91965924.009427
  nChanged 3393
Iteration 102Q (5307.110000 sec): 88 clusters
  Score: Raw -92162074.218396 + Penalty 194690.682640 = -91967383.535756
  nChanged 2454
Iteration 103Q (5313.900000 sec): 88 clusters
  Score: Raw -92162910.788802 + Penalty 194690.682640 = -91968220.106161
  nChanged 2039
Iteration 104Q (5320.640000 sec): 88 clusters
  Score: Raw -92163554.868609 + Penalty 194690.682640 = -91968864.185969
  nChanged 1623
Iteration 105Q (5327.380000 sec): 88 clusters
  Score: Raw -92164011.029530 + Penalty 194690.682640 = -91969320.346890
  nChanged 1329
Iteration 106Q (5334.190000 sec): 88 clusters
  Score: Raw -92164413.853521 + Penalty 194690.682640 = -91969723.170881
  nChanged 1231
Iteration 107Q (5340.950000 sec): 88 clusters
  Score: Raw -92164820.547145 + Penalty 194690.682640 = -91970129.864505
  nChanged 1027
Iteration 108Q (5347.690000 sec): 88 clusters
  Score: Raw -92165099.945880 + Penalty 194690.682640 = -91970409.263240
  nChanged 875
Iteration 109Q (5354.480000 sec): 88 clusters
  Score: Raw -92165308.616527 + Penalty 194690.682640 = -91970617.933887
  nChanged 766
Iteration 110Q (5361.060000 sec): 88 clusters
  Score: Raw -92165470.352428 + Penalty 194690.682640 = -91970779.669788
  nChanged 703
Iteration 111Q (5367.580000 sec): 88 clusters
  Score: Raw -92165610.680372 + Penalty 194690.682640 = -91970919.997732
  nChanged 648
Iteration 112Q (5374.050000 sec): 88 clusters
  Score: Raw -92165733.230019 + Penalty 194690.682640 = -91971042.547379
  nChanged 595
Iteration 113Q (5380.530000 sec): 88 clusters
  Score: Raw -92165848.247726 + Penalty 194690.682640 = -91971157.565086
  nChanged 542
Iteration 114Q (5386.970000 sec): 88 clusters
  Score: Raw -92165955.069598 + Penalty 194690.682640 = -91971264.386958
  nChanged 532
Iteration 115Q (5393.550000 sec): 88 clusters
  Score: Raw -92166057.881006 + Penalty 194690.682640 = -91971367.198366
  nChanged 504
Iteration 116Q (5400.210000 sec): 88 clusters
  Score: Raw -92166151.275675 + Penalty 194690.682640 = -91971460.593035
  nChanged 473
Iteration 117Q (5407.190000 sec): 88 clusters
  Score: Raw -92166233.868477 + Penalty 194690.682640 = -91971543.185837
  nChanged 451
Iteration 118Q (5414.150000 sec): 88 clusters
  Score: Raw -92166313.794659 + Penalty 194690.682640 = -91971623.112019
  nChanged 445
Iteration 119Q (5421.200000 sec): 88 clusters
  Score: Raw -92166392.145364 + Penalty 194690.682640 = -91971701.462724
  nChanged 413
Iteration 120F (5494.140000 sec): 88 clusters
  Score: Raw -92166665.956754 + Penalty 194690.682640 = -91971975.274114
  nChanged 401
Iteration 121Q (5501.290000 sec): 88 clusters
  Score: Raw -92167026.475580 + Penalty 194690.682640 = -91972335.792940
  nChanged 387
Iteration 122Q (5508.260000 sec): 88 clusters
  Score: Raw -92167269.428265 + Penalty 194690.682640 = -91972578.745625
  nChanged 326
Iteration 123Q (5515.170000 sec): 88 clusters
  Score: Raw -92167361.000702 + Penalty 194690.682640 = -91972670.318062
  nChanged 301
Iteration 124Q (5522.010000 sec): 88 clusters
  Score: Raw -92167410.902768 + Penalty 194690.682640 = -91972720.220128
  nChanged 297
Iteration 125Q (5528.820000 sec): 88 clusters
  Score: Raw -92167458.392580 + Penalty 194690.682640 = -91972767.709940
  nChanged 242
Iteration 126Q (5535.660000 sec): 88 clusters
  Score: Raw -92167498.064065 + Penalty 194690.682640 = -91972807.381425
  nChanged 233
Iteration 127Q (5542.450000 sec): 88 clusters
  Score: Raw -92167533.931032 + Penalty 194690.682640 = -91972843.248392
  nChanged 227
Iteration 128Q (5549.320000 sec): 88 clusters
  Score: Raw -92167568.231926 + Penalty 194690.682640 = -91972877.549286
  nChanged 218
Iteration 129Q (5556.400000 sec): 88 clusters
  Score: Raw -92167600.759987 + Penalty 194690.682640 = -91972910.077347
  nChanged 203
Iteration 130Q (5563.540000 sec): 88 clusters
  Score: Raw -92167630.266008 + Penalty 194690.682640 = -91972939.583368
  nChanged 189
Iteration 131Q (5570.550000 sec): 88 clusters
  Score: Raw -92167660.397449 + Penalty 194690.682640 = -91972969.714809
  nChanged 185
Iteration 132Q (5577.440000 sec): 88 clusters
  Score: Raw -92167686.802088 + Penalty 194690.682640 = -91972996.119448
  nChanged 177
Iteration 133Q (5584.190000 sec): 88 clusters
  Score: Raw -92167711.636034 + Penalty 194690.682640 = -91973020.953394
  nChanged 184
Iteration 134Q (5590.920000 sec): 88 clusters
  Score: Raw -92167736.233495 + Penalty 194690.682640 = -91973045.550855
  nChanged 165
Iteration 135Q (5597.630000 sec): 88 clusters
  Score: Raw -92167758.376951 + Penalty 194690.682640 = -91973067.694311
  nChanged 141
Iteration 136Q (5604.490000 sec): 88 clusters
  Score: Raw -92167776.788693 + Penalty 194690.682640 = -91973086.106053
  nChanged 148
Iteration 137Q (5611.410000 sec): 88 clusters
  Score: Raw -92167796.810480 + Penalty 194690.682640 = -91973106.127840
  nChanged 155
Iteration 138Q (5618.330000 sec): 88 clusters
  Score: Raw -92167817.341054 + Penalty 194690.682640 = -91973126.658414
  nChanged 151
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92167817.341054 + Penalty 194690.682640 = -91973126.658414
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.530000 sec): 2 clusters
  Score: Raw -2058106.012306 + Penalty 1611.198910 = -2056494.813397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.580000 sec): 3 clusters
  Score: Raw -2045981.279093 + Penalty 3222.397819 = -2042758.881273
  nChanged 9118
		SP:Iteration 1F (5618.630000 sec): 3 clusters
  Score: Raw -2051060.817215 + Penalty 3222.397819 = -2047838.419396
  nChanged 1182
		SP:Iteration 2F (5618.690000 sec): 3 clusters
  Score: Raw -2051579.216587 + Penalty 3222.397819 = -2048356.818767
  nChanged 1158
		SP:Iteration 3F (5618.740000 sec): 3 clusters
  Score: Raw -2052210.253360 + Penalty 3222.397819 = -2048987.855541
  nChanged 1229
		SP:Iteration 4F (5618.790000 sec): 3 clusters
  Score: Raw -2052979.110691 + Penalty 3222.397819 = -2049756.712871
  nChanged 1308
		SP:Iteration 5F (5618.850000 sec): 3 clusters
  Score: Raw -2053816.705989 + Penalty 3222.397819 = -2050594.308169
  nChanged 1241
		SP:Iteration 6F (5618.900000 sec): 3 clusters
  Score: Raw -2054581.342535 + Penalty 3222.397819 = -2051358.944715
  nChanged 1136
		SP:Iteration 7F (5618.950000 sec): 3 clusters
  Score: Raw -2055208.337295 + Penalty 3222.397819 = -2051985.939476
  nChanged 967
		SP:Iteration 8Q (5619.000000 sec): 3 clusters
  Score: Raw -2055656.836658 + Penalty 3222.397819 = -2052434.438838
  nChanged 761
		SP:Iteration 9Q (5619.060000 sec): 3 clusters
  Score: Raw -2055966.215138 + Penalty 3222.397819 = -2052743.817319
  nChanged 582
		SP:Iteration 10Q (5619.110000 sec): 3 clusters
  Score: Raw -2056192.224504 + Penalty 3222.397819 = -2052969.826684
  nChanged 472
		SP:Iteration 11Q (5619.160000 sec): 3 clusters
  Score: Raw -2056381.774699 + Penalty 3222.397819 = -2053159.376880
  nChanged 418
		SP:Iteration 12Q (5619.210000 sec): 3 clusters
  Score: Raw -2056541.534785 + Penalty 3222.397819 = -2053319.136966
  nChanged 356
		SP:Iteration 13Q (5619.270000 sec): 3 clusters
  Score: Raw -2056693.061533 + Penalty 3222.397819 = -2053470.663714
  nChanged 342
		SP:Iteration 14Q (5619.320000 sec): 3 clusters
  Score: Raw -2056849.363607 + Penalty 3222.397819 = -2053626.965787
  nChanged 348
		SP:Iteration 15Q (5619.370000 sec): 3 clusters
  Score: Raw -2057004.637947 + Penalty 3222.397819 = -2053782.240127
  nChanged 313
		SP:Iteration 16Q (5619.420000 sec): 3 clusters
  Score: Raw -2057148.865551 + Penalty 3222.397819 = -2053926.467731
  nChanged 296
		SP:Iteration 17Q (5619.470000 sec): 3 clusters
  Score: Raw -2057281.112964 + Penalty 3222.397819 = -2054058.715145
  nChanged 257
		SP:Iteration 18Q (5619.530000 sec): 3 clusters
  Score: Raw -2057403.365511 + Penalty 3222.397819 = -2054180.967691
  nChanged 244
		SP:Iteration 19Q (5619.580000 sec): 3 clusters
  Score: Raw -2057514.357309 + Penalty 3222.397819 = -2054291.959489
  nChanged 239
		SP:Iteration 20F (5619.630000 sec): 3 clusters
  Score: Raw -2057613.640362 + Penalty 3222.397819 = -2054391.242543
  nChanged 221
		SP:Iteration 21Q (5619.680000 sec): 3 clusters
  Score: Raw -2057696.397696 + Penalty 3222.397819 = -2054473.999876
  nChanged 187
		SP:Iteration 22Q (5619.730000 sec): 3 clusters
  Score: Raw -2057770.642839 + Penalty 3222.397819 = -2054548.245019
  nChanged 173
		SP:Iteration 23Q (5619.770000 sec): 3 clusters
  Score: Raw -2057840.260366 + Penalty 3222.397819 = -2054617.862546
  nChanged 164
		SP:Iteration 24Q (5619.820000 sec): 3 clusters
  Score: Raw -2057896.304549 + Penalty 3222.397819 = -2054673.906730
  nChanged 126
		SP:Iteration 25Q (5619.870000 sec): 3 clusters
  Score: Raw -2057938.638762 + Penalty 3222.397819 = -2054716.240943
  nChanged 112
		SP:Iteration 26Q (5619.910000 sec): 3 clusters
  Score: Raw -2057977.853036 + Penalty 3222.397819 = -2054755.455216
  nChanged 111
		SP:Iteration 27Q (5619.950000 sec): 3 clusters
  Score: Raw -2058016.462498 + Penalty 3222.397819 = -2054794.064679
  nChanged 115
		SP:Iteration 28Q (5620.000000 sec): 3 clusters
  Score: Raw -2058059.275054 + Penalty 3222.397819 = -2054836.877234
  nChanged 128
		SP:Iteration 29Q (5620.040000 sec): 3 clusters
  Score: Raw -2058107.751653 + Penalty 3222.397819 = -2054885.353834
  nChanged 114
		SP:Iteration 30Q (5620.090000 sec): 3 clusters
  Score: Raw -2058151.606396 + Penalty 3222.397819 = -2054929.208576
  nChanged 105
		SP:Iteration 31Q (5620.130000 sec): 3 clusters
  Score: Raw -2058193.368355 + Penalty 3222.397819 = -2054970.970536
  nChanged 94
		SP:Iteration 32Q (5620.170000 sec): 3 clusters
  Score: Raw -2058233.816776 + Penalty 3222.397819 = -2055011.418957
  nChanged 89
		SP:Iteration 33Q (5620.210000 sec): 3 clusters
  Score: Raw -2058269.583641 + Penalty 3222.397819 = -2055047.185821
  nChanged 89
		SP:Iteration 34Q (5620.260000 sec): 3 clusters
  Score: Raw -2058310.707799 + Penalty 3222.397819 = -2055088.309980
  nChanged 86
		SP:Iteration 35Q (5620.300000 sec): 3 clusters
  Score: Raw -2058346.383026 + Penalty 3222.397819 = -2055123.985207
  nChanged 93
		SP:Iteration 36Q (5620.340000 sec): 3 clusters
  Score: Raw -2058388.664962 + Penalty 3222.397819 = -2055166.267142
  nChanged 77
		SP:Iteration 37Q (5620.380000 sec): 3 clusters
  Score: Raw -2058428.883141 + Penalty 3222.397819 = -2055206.485321
  nChanged 89
		SP:Iteration 38Q (5620.430000 sec): 3 clusters
  Score: Raw -2058473.231326 + Penalty 3222.397819 = -2055250.833506
  nChanged 74
		SP:Iteration 39Q (5620.470000 sec): 3 clusters
  Score: Raw -2058508.059162 + Penalty 3222.397819 = -2055285.661343
  nChanged 58
		SP:Iteration 40F (5620.520000 sec): 3 clusters
  Score: Raw -2058539.571279 + Penalty 3222.397819 = -2055317.173459
  nChanged 56
		SP:Iteration 41Q (5620.560000 sec): 3 clusters
  Score: Raw -2058572.641260 + Penalty 3222.397819 = -2055350.243440
  nChanged 62
		SP:Iteration 42Q (5620.600000 sec): 3 clusters
  Score: Raw -2058601.691480 + Penalty 3222.397819 = -2055379.293660
  nChanged 49
		SP:Iteration 43Q (5620.640000 sec): 3 clusters
  Score: Raw -2058629.080323 + Penalty 3222.397819 = -2055406.682503
  nChanged 60
		SP:Iteration 44Q (5620.680000 sec): 3 clusters
  Score: Raw -2058665.931041 + Penalty 3222.397819 = -2055443.533222
  nChanged 49
		SP:Iteration 45Q (5620.720000 sec): 3 clusters
  Score: Raw -2058691.731354 + Penalty 3222.397819 = -2055469.333534
  nChanged 36
		SP:Iteration 46Q (5620.760000 sec): 3 clusters
  Score: Raw -2058710.221845 + Penalty 3222.397819 = -2055487.824026
  nChanged 29
		SP:Iteration 47Q (5620.800000 sec): 3 clusters
  Score: Raw -2058727.104626 + Penalty 3222.397819 = -2055504.706806
  nChanged 24
		SP:Iteration 48Q (5620.840000 sec): 3 clusters
  Score: Raw -2058733.926953 + Penalty 3222.397819 = -2055511.529133
  nChanged 17
		SP:Iteration 49Q (5620.880000 sec): 3 clusters
  Score: Raw -2058739.033538 + Penalty 3222.397819 = -2055516.635718
  nChanged 21
		SP:Iteration 50Q (5620.920000 sec): 3 clusters
  Score: Raw -2058745.676000 + Penalty 3222.397819 = -2055523.278181
  nChanged 15
		SP:Iteration 51Q (5620.960000 sec): 3 clusters
  Score: Raw -2058749.562106 + Penalty 3222.397819 = -2055527.164286
  nChanged 13
		SP:Iteration 52Q (5620.990000 sec): 3 clusters
  Score: Raw -2058753.716000 + Penalty 3222.397819 = -2055531.318180
  nChanged 15
		SP:Iteration 53Q (5621.030000 sec): 3 clusters
  Score: Raw -2058758.760796 + Penalty 3222.397819 = -2055536.362976
  nChanged 13
		SP:Iteration 54Q (5621.070000 sec): 3 clusters
  Score: Raw -2058762.317298 + Penalty 3222.397819 = -2055539.919479
  nChanged 9
		SP:Iteration 55Q (5621.110000 sec): 3 clusters
  Score: Raw -2058764.628034 + Penalty 3222.397819 = -2055542.230215
  nChanged 4
		SP:Iteration 56Q (5621.150000 sec): 3 clusters
  Score: Raw -2058765.668005 + Penalty 3222.397819 = -2055543.270186
  nChanged 2
		SP:Iteration 57Q (5621.190000 sec): 3 clusters
  Score: Raw -2058766.064275 + Penalty 3222.397819 = -2055543.666456
  nChanged 1
		SP:Iteration 58Q (5621.230000 sec): 3 clusters
  Score: Raw -2058766.297817 + Penalty 3222.397819 = -2055543.899997
  nChanged 0
		SP:Iteration 59F (5621.280000 sec): 3 clusters
  Score: Raw -2058766.297817 + Penalty 3222.397819 = -2055543.899997
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5621.290000 sec): 2 clusters
  Score: Raw -21563.974861 + Penalty 895.275605 = -20668.699257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5621.290000 sec): 3 clusters
  Score: Raw -21649.668694 + Penalty 1790.551209 = -19859.117484
  nChanged 44
		SP:Iteration 1F (5621.290000 sec): 3 clusters
  Score: Raw -21746.253313 + Penalty 1790.551209 = -19955.702104
  nChanged 15
		SP:Iteration 2F (5621.290000 sec): 3 clusters
  Score: Raw -21781.920566 + Penalty 1790.551209 = -19991.369356
  nChanged 3
		SP:Iteration 3Q (5621.290000 sec): 3 clusters
  Score: Raw -21786.277333 + Penalty 1790.551209 = -19995.726123
  nChanged 1
		SP:Iteration 4Q (5621.290000 sec): 3 clusters
  Score: Raw -21787.770787 + Penalty 1790.551209 = -19997.219578
  nChanged 2
		SP:Iteration 5Q (5621.290000 sec): 3 clusters
  Score: Raw -21791.231222 + Penalty 1790.551209 = -20000.680012
  nChanged 1
		SP:Iteration 6Q (5621.300000 sec): 3 clusters
  Score: Raw -21792.509892 + Penalty 1790.551209 = -20001.958683
  nChanged 0
		SP:Iteration 7F (5621.300000 sec): 3 clusters
  Score: Raw -21792.509892 + Penalty 1790.551209 = -20001.958683
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5621.430000 sec): 2 clusters
  Score: Raw -4108186.558523 + Penalty 1720.102332 = -4106466.456192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5621.540000 sec): 3 clusters
  Score: Raw -4083397.832774 + Penalty 3440.204663 = -4079957.628111
  nChanged 18318
		SP:Iteration 1F (5621.650000 sec): 3 clusters
  Score: Raw -4093659.839619 + Penalty 3440.204663 = -4090219.634956
  nChanged 1649
		SP:Iteration 2Q (5621.760000 sec): 3 clusters
  Score: Raw -4094145.985744 + Penalty 3440.204663 = -4090705.781081
  nChanged 1644
		SP:Iteration 3Q (5621.860000 sec): 3 clusters
  Score: Raw -4094650.566787 + Penalty 3440.204663 = -4091210.362123
  nChanged 1631
		SP:Iteration 4Q (5621.970000 sec): 3 clusters
  Score: Raw -4095184.277329 + Penalty 3440.204663 = -4091744.072666
  nChanged 1593
		SP:Iteration 5Q (5622.080000 sec): 3 clusters
  Score: Raw -4095762.724409 + Penalty 3440.204663 = -4092322.519746
  nChanged 1655
		SP:Iteration 6Q (5622.190000 sec): 3 clusters
  Score: Raw -4096475.835150 + Penalty 3440.204663 = -4093035.630487
  nChanged 1880
		SP:Iteration 7Q (5622.290000 sec): 3 clusters
  Score: Raw -4097490.934275 + Penalty 3440.204663 = -4094050.729612
  nChanged 2136
		SP:Iteration 8F (5622.390000 sec): 3 clusters
  Score: Raw -4098887.884912 + Penalty 3440.204663 = -4095447.680249
  nChanged 2311
		SP:Iteration 9F (5622.500000 sec): 3 clusters
  Score: Raw -4100601.599156 + Penalty 3440.204663 = -4097161.394493
  nChanged 2345
		SP:Iteration 10F (5622.600000 sec): 3 clusters
  Score: Raw -4102186.821564 + Penalty 3440.204663 = -4098746.616901
  nChanged 1878
		SP:Iteration 11Q (5622.710000 sec): 3 clusters
  Score: Raw -4103192.252469 + Penalty 3440.204663 = -4099752.047806
  nChanged 1277
		SP:Iteration 12Q (5622.820000 sec): 3 clusters
  Score: Raw -4103637.134363 + Penalty 3440.204663 = -4100196.929700
  nChanged 834
		SP:Iteration 13Q (5622.920000 sec): 3 clusters
  Score: Raw -4103874.238248 + Penalty 3440.204663 = -4100434.033585
  nChanged 673
		SP:Iteration 14Q (5623.020000 sec): 3 clusters
  Score: Raw -4104078.156667 + Penalty 3440.204663 = -4100637.952004
  nChanged 612
		SP:Iteration 15Q (5623.120000 sec): 3 clusters
  Score: Raw -4104260.460577 + Penalty 3440.204663 = -4100820.255914
  nChanged 587
		SP:Iteration 16Q (5623.220000 sec): 3 clusters
  Score: Raw -4104422.232321 + Penalty 3440.204663 = -4100982.027658
  nChanged 575
		SP:Iteration 17Q (5623.320000 sec): 3 clusters
  Score: Raw -4104593.146857 + Penalty 3440.204663 = -4101152.942194
  nChanged 577
		SP:Iteration 18Q (5623.430000 sec): 3 clusters
  Score: Raw -4104771.791750 + Penalty 3440.204663 = -4101331.587087
  nChanged 561
		SP:Iteration 19Q (5623.530000 sec): 3 clusters
  Score: Raw -4104944.782093 + Penalty 3440.204663 = -4101504.577430
  nChanged 551
		SP:Iteration 20F (5623.630000 sec): 3 clusters
  Score: Raw -4105101.395795 + Penalty 3440.204663 = -4101661.191132
  nChanged 503
		SP:Iteration 21Q (5623.730000 sec): 3 clusters
  Score: Raw -4105249.489309 + Penalty 3440.204663 = -4101809.284646
  nChanged 540
		SP:Iteration 22Q (5623.830000 sec): 3 clusters
  Score: Raw -4105416.506583 + Penalty 3440.204663 = -4101976.301919
  nChanged 570
		SP:Iteration 23Q (5623.930000 sec): 3 clusters
  Score: Raw -4105581.051782 + Penalty 3440.204663 = -4102140.847119
  nChanged 501
		SP:Iteration 24Q (5624.030000 sec): 3 clusters
  Score: Raw -4105716.530272 + Penalty 3440.204663 = -4102276.325609
  nChanged 441
		SP:Iteration 25Q (5624.130000 sec): 3 clusters
  Score: Raw -4105841.706207 + Penalty 3440.204663 = -4102401.501544
  nChanged 456
		SP:Iteration 26Q (5624.230000 sec): 3 clusters
  Score: Raw -4105961.238870 + Penalty 3440.204663 = -4102521.034207
  nChanged 425
		SP:Iteration 27Q (5624.330000 sec): 3 clusters
  Score: Raw -4106074.882602 + Penalty 3440.204663 = -4102634.677939
  nChanged 425
		SP:Iteration 28Q (5624.430000 sec): 3 clusters
  Score: Raw -4106171.538811 + Penalty 3440.204663 = -4102731.334148
  nChanged 354
		SP:Iteration 29Q (5624.530000 sec): 3 clusters
  Score: Raw -4106243.889185 + Penalty 3440.204663 = -4102803.684522
  nChanged 314
		SP:Iteration 30Q (5624.630000 sec): 3 clusters
  Score: Raw -4106306.872800 + Penalty 3440.204663 = -4102866.668137
  nChanged 288
		SP:Iteration 31Q (5624.730000 sec): 3 clusters
  Score: Raw -4106362.153487 + Penalty 3440.204663 = -4102921.948824
  nChanged 276
		SP:Iteration 32Q (5624.830000 sec): 3 clusters
  Score: Raw -4106414.444432 + Penalty 3440.204663 = -4102974.239769
  nChanged 248
		SP:Iteration 33Q (5624.930000 sec): 3 clusters
  Score: Raw -4106456.236849 + Penalty 3440.204663 = -4103016.032186
  nChanged 223
		SP:Iteration 34Q (5625.030000 sec): 3 clusters
  Score: Raw -4106486.278169 + Penalty 3440.204663 = -4103046.073506
  nChanged 193
		SP:Iteration 35Q (5625.130000 sec): 3 clusters
  Score: Raw -4106506.957793 + Penalty 3440.204663 = -4103066.753130
  nChanged 151
		SP:Iteration 36Q (5625.230000 sec): 3 clusters
  Score: Raw -4106523.932635 + Penalty 3440.204663 = -4103083.727972
  nChanged 139
		SP:Iteration 37Q (5625.330000 sec): 3 clusters
  Score: Raw -4106540.063462 + Penalty 3440.204663 = -4103099.858799
  nChanged 130
		SP:Iteration 38Q (5625.420000 sec): 3 clusters
  Score: Raw -4106551.021755 + Penalty 3440.204663 = -4103110.817092
  nChanged 110
		SP:Iteration 39Q (5625.520000 sec): 3 clusters
  Score: Raw -4106559.596922 + Penalty 3440.204663 = -4103119.392259
  nChanged 103
		SP:Iteration 40F (5625.630000 sec): 3 clusters
  Score: Raw -4106567.017389 + Penalty 3440.204663 = -4103126.812726
  nChanged 78
		SP:Iteration 41Q (5625.730000 sec): 3 clusters
  Score: Raw -4106572.906937 + Penalty 3440.204663 = -4103132.702274
  nChanged 75
		SP:Iteration 42Q (5625.830000 sec): 3 clusters
  Score: Raw -4106577.981584 + Penalty 3440.204663 = -4103137.776921
  nChanged 68
		SP:Iteration 43Q (5625.930000 sec): 3 clusters
  Score: Raw -4106582.318667 + Penalty 3440.204663 = -4103142.114004
  nChanged 57
		SP:Iteration 44Q (5626.030000 sec): 3 clusters
  Score: Raw -4106585.287982 + Penalty 3440.204663 = -4103145.083319
  nChanged 40
		SP:Iteration 45Q (5626.130000 sec): 3 clusters
  Score: Raw -4106587.159358 + Penalty 3440.204663 = -4103146.954695
  nChanged 41
		SP:Iteration 46Q (5626.230000 sec): 3 clusters
  Score: Raw -4106588.987960 + Penalty 3440.204663 = -4103148.783297
  nChanged 46
		SP:Iteration 47Q (5626.330000 sec): 3 clusters
  Score: Raw -4106591.814776 + Penalty 3440.204663 = -4103151.610113
  nChanged 56
		SP:Iteration 48Q (5626.430000 sec): 3 clusters
  Score: Raw -4106595.061256 + Penalty 3440.204663 = -4103154.856593
  nChanged 48
		SP:Iteration 49Q (5626.530000 sec): 3 clusters
  Score: Raw -4106597.269385 + Penalty 3440.204663 = -4103157.064722
  nChanged 34
		SP:Iteration 50Q (5626.630000 sec): 3 clusters
  Score: Raw -4106598.844133 + Penalty 3440.204663 = -4103158.639469
  nChanged 35
		SP:Iteration 51Q (5626.730000 sec): 3 clusters
  Score: Raw -4106600.458999 + Penalty 3440.204663 = -4103160.254336
  nChanged 39
		SP:Iteration 52Q (5626.830000 sec): 3 clusters
  Score: Raw -4106602.250682 + Penalty 3440.204663 = -4103162.046018
  nChanged 35
		SP:Iteration 53Q (5626.930000 sec): 3 clusters
  Score: Raw -4106604.166742 + Penalty 3440.204663 = -4103163.962079
  nChanged 32
		SP:Iteration 54Q (5627.030000 sec): 3 clusters
  Score: Raw -4106605.917161 + Penalty 3440.204663 = -4103165.712498
  nChanged 43
		SP:Iteration 55Q (5627.130000 sec): 3 clusters
  Score: Raw -4106608.327867 + Penalty 3440.204663 = -4103168.123204
  nChanged 38
		SP:Iteration 56Q (5627.230000 sec): 3 clusters
  Score: Raw -4106610.801331 + Penalty 3440.204663 = -4103170.596668
  nChanged 46
		SP:Iteration 57Q (5627.330000 sec): 3 clusters
  Score: Raw -4106613.325474 + Penalty 3440.204663 = -4103173.120811
  nChanged 43
		SP:Iteration 58Q (5627.430000 sec): 3 clusters
  Score: Raw -4106615.914823 + Penalty 3440.204663 = -4103175.710160
  nChanged 45
		SP:Iteration 59Q (5627.530000 sec): 3 clusters
  Score: Raw -4106618.501873 + Penalty 3440.204663 = -4103178.297210
  nChanged 50
		SP:Iteration 60F (5627.640000 sec): 3 clusters
  Score: Raw -4106621.568742 + Penalty 3440.204663 = -4103181.364079
  nChanged 49
		SP:Iteration 61Q (5627.740000 sec): 3 clusters
  Score: Raw -4106623.749131 + Penalty 3440.204663 = -4103183.544468
  nChanged 35
		SP:Iteration 62Q (5627.840000 sec): 3 clusters
  Score: Raw -4106625.361790 + Penalty 3440.204663 = -4103185.157127
  nChanged 36
		SP:Iteration 63Q (5627.940000 sec): 3 clusters
  Score: Raw -4106626.928124 + Penalty 3440.204663 = -4103186.723461
  nChanged 31
		SP:Iteration 64Q (5628.050000 sec): 3 clusters
  Score: Raw -4106628.013655 + Penalty 3440.204663 = -4103187.808992
  nChanged 36
		SP:Iteration 65Q (5628.150000 sec): 3 clusters
  Score: Raw -4106629.723877 + Penalty 3440.204663 = -4103189.519214
  nChanged 31
		SP:Iteration 66Q (5628.250000 sec): 3 clusters
  Score: Raw -4106630.912969 + Penalty 3440.204663 = -4103190.708306
  nChanged 25
		SP:Iteration 67Q (5628.350000 sec): 3 clusters
  Score: Raw -4106631.720820 + Penalty 3440.204663 = -4103191.516157
  nChanged 19
		SP:Iteration 68Q (5628.450000 sec): 3 clusters
  Score: Raw -4106632.446653 + Penalty 3440.204663 = -4103192.241990
  nChanged 26
		SP:Iteration 69Q (5628.550000 sec): 3 clusters
  Score: Raw -4106633.135681 + Penalty 3440.204663 = -4103192.931018
  nChanged 13
		SP:Iteration 70Q (5628.650000 sec): 3 clusters
  Score: Raw -4106633.464148 + Penalty 3440.204663 = -4103193.259485
  nChanged 8
		SP:Iteration 71Q (5628.750000 sec): 3 clusters
  Score: Raw -4106633.733054 + Penalty 3440.204663 = -4103193.528391
  nChanged 6
		SP:Iteration 72Q (5628.850000 sec): 3 clusters
  Score: Raw -4106633.898863 + Penalty 3440.204663 = -4103193.694200
  nChanged 2
		SP:Iteration 73Q (5628.940000 sec): 3 clusters
  Score: Raw -4106633.951785 + Penalty 3440.204663 = -4103193.747122
  nChanged 2
		SP:Iteration 74Q (5629.040000 sec): 3 clusters
  Score: Raw -4106633.985998 + Penalty 3440.204663 = -4103193.781335
  nChanged 3
		SP:Iteration 75Q (5629.140000 sec): 3 clusters
  Score: Raw -4106634.092251 + Penalty 3440.204663 = -4103193.887588
  nChanged 4
		SP:Iteration 76Q (5629.240000 sec): 3 clusters
  Score: Raw -4106634.227286 + Penalty 3440.204663 = -4103194.022623
  nChanged 3
		SP:Iteration 77Q (5629.340000 sec): 3 clusters
  Score: Raw -4106634.292674 + Penalty 3440.204663 = -4103194.088011
  nChanged 4
		SP:Iteration 78Q (5629.440000 sec): 3 clusters
  Score: Raw -4106634.395867 + Penalty 3440.204663 = -4103194.191204
  nChanged 3
		SP:Iteration 79Q (5629.540000 sec): 3 clusters
  Score: Raw -4106634.447209 + Penalty 3440.204663 = -4103194.242546
  nChanged 3
		SP:Iteration 80F (5629.640000 sec): 3 clusters
  Score: Raw -4106634.547584 + Penalty 3440.204663 = -4103194.342921
  nChanged 4
		SP:Iteration 81Q (5629.750000 sec): 3 clusters
  Score: Raw -4106634.722501 + Penalty 3440.204663 = -4103194.517838
  nChanged 7
		SP:Iteration 82Q (5629.850000 sec): 3 clusters
  Score: Raw -4106634.978112 + Penalty 3440.204663 = -4103194.773449
  nChanged 6
		SP:Iteration 83Q (5629.950000 sec): 3 clusters
  Score: Raw -4106635.147132 + Penalty 3440.204663 = -4103194.942469
  nChanged 6
		SP:Iteration 84Q (5630.050000 sec): 3 clusters
  Score: Raw -4106635.335624 + Penalty 3440.204663 = -4103195.130961
  nChanged 5
		SP:Iteration 85Q (5630.150000 sec): 3 clusters
  Score: Raw -4106635.459958 + Penalty 3440.204663 = -4103195.255295
  nChanged 5
		SP:Iteration 86Q (5630.240000 sec): 3 clusters
  Score: Raw -4106635.573675 + Penalty 3440.204663 = -4103195.369012
  nChanged 4
		SP:Iteration 87Q (5630.340000 sec): 3 clusters
  Score: Raw -4106635.631186 + Penalty 3440.204663 = -4103195.426523
  nChanged 2
		SP:Iteration 88Q (5630.440000 sec): 3 clusters
  Score: Raw -4106635.650224 + Penalty 3440.204663 = -4103195.445561
  nChanged 1
		SP:Iteration 89Q (5630.540000 sec): 3 clusters
  Score: Raw -4106635.679691 + Penalty 3440.204663 = -4103195.475028
  nChanged 3
		SP:Iteration 90Q (5630.630000 sec): 3 clusters
  Score: Raw -4106635.736123 + Penalty 3440.204663 = -4103195.531459
  nChanged 2
		SP:Iteration 91Q (5630.730000 sec): 3 clusters
  Score: Raw -4106635.789665 + Penalty 3440.204663 = -4103195.585002
  nChanged 1
		SP:Iteration 92Q (5630.830000 sec): 3 clusters
  Score: Raw -4106635.822929 + Penalty 3440.204663 = -4103195.618266
  nChanged 1
		SP:Iteration 93Q (5630.930000 sec): 3 clusters
  Score: Raw -4106635.852748 + Penalty 3440.204663 = -4103195.648085
  nChanged 2
		SP:Iteration 94Q (5631.030000 sec): 3 clusters
  Score: Raw -4106635.882642 + Penalty 3440.204663 = -4103195.677979
  nChanged 1
		SP:Iteration 95Q (5631.130000 sec): 3 clusters
  Score: Raw -4106635.914598 + Penalty 3440.204663 = -4103195.709935
  nChanged 0
		SP:Iteration 96F (5631.240000 sec): 3 clusters
  Score: Raw -4106635.914598 + Penalty 3440.204663 = -4103195.709935
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5631.290000 sec): 2 clusters
  Score: Raw -1221654.905616 + Penalty 1524.194931 = -1220130.710684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5631.320000 sec): 3 clusters
  Score: Raw -1214790.782992 + Penalty 3048.389863 = -1211742.393129
  nChanged 5152
		SP:Iteration 1F (5631.350000 sec): 3 clusters
  Score: Raw -1217570.393383 + Penalty 3048.389863 = -1214522.003520
  nChanged 684
		SP:Iteration 2F (5631.370000 sec): 3 clusters
  Score: Raw -1217821.183230 + Penalty 3048.389863 = -1214772.793367
  nChanged 566
		SP:Iteration 3Q (5631.400000 sec): 3 clusters
  Score: Raw -1218042.807232 + Penalty 3048.389863 = -1214994.417369
  nChanged 500
		SP:Iteration 4Q (5631.430000 sec): 3 clusters
  Score: Raw -1218231.746793 + Penalty 3048.389863 = -1215183.356930
  nChanged 433
		SP:Iteration 5Q (5631.460000 sec): 3 clusters
  Score: Raw -1218397.001138 + Penalty 3048.389863 = -1215348.611275
  nChanged 409
		SP:Iteration 6Q (5631.490000 sec): 3 clusters
  Score: Raw -1218538.876742 + Penalty 3048.389863 = -1215490.486879
  nChanged 372
		SP:Iteration 7Q (5631.520000 sec): 3 clusters
  Score: Raw -1218649.688566 + Penalty 3048.389863 = -1215601.298703
  nChanged 305
		SP:Iteration 8Q (5631.550000 sec): 3 clusters
  Score: Raw -1218737.703375 + Penalty 3048.389863 = -1215689.313512
  nChanged 264
		SP:Iteration 9Q (5631.580000 sec): 3 clusters
  Score: Raw -1218820.104799 + Penalty 3048.389863 = -1215771.714936
  nChanged 286
		SP:Iteration 10Q (5631.610000 sec): 3 clusters
  Score: Raw -1218924.405657 + Penalty 3048.389863 = -1215876.015794
  nChanged 324
		SP:Iteration 11Q (5631.640000 sec): 3 clusters
  Score: Raw -1219035.398207 + Penalty 3048.389863 = -1215987.008344
  nChanged 299
		SP:Iteration 12Q (5631.670000 sec): 3 clusters
  Score: Raw -1219136.230116 + Penalty 3048.389863 = -1216087.840253
  nChanged 320
		SP:Iteration 13Q (5631.700000 sec): 3 clusters
  Score: Raw -1219254.484348 + Penalty 3048.389863 = -1216206.094485
  nChanged 310
		SP:Iteration 14Q (5631.730000 sec): 3 clusters
  Score: Raw -1219381.457117 + Penalty 3048.389863 = -1216333.067254
  nChanged 326
		SP:Iteration 15Q (5631.760000 sec): 3 clusters
  Score: Raw -1219536.433960 + Penalty 3048.389863 = -1216488.044097
  nChanged 318
		SP:Iteration 16Q (5631.790000 sec): 3 clusters
  Score: Raw -1219691.397796 + Penalty 3048.389863 = -1216643.007933
  nChanged 323
		SP:Iteration 17Q (5631.820000 sec): 3 clusters
  Score: Raw -1219835.741051 + Penalty 3048.389863 = -1216787.351188
  nChanged 278
		SP:Iteration 18Q (5631.850000 sec): 3 clusters
  Score: Raw -1219965.425046 + Penalty 3048.389863 = -1216917.035183
  nChanged 259
		SP:Iteration 19Q (5631.880000 sec): 3 clusters
  Score: Raw -1220097.265540 + Penalty 3048.389863 = -1217048.875677
  nChanged 245
		SP:Iteration 20F (5631.910000 sec): 3 clusters
  Score: Raw -1220209.084369 + Penalty 3048.389863 = -1217160.694506
  nChanged 202
		SP:Iteration 21Q (5631.940000 sec): 3 clusters
  Score: Raw -1220295.702957 + Penalty 3048.389863 = -1217247.313094
  nChanged 182
		SP:Iteration 22Q (5631.970000 sec): 3 clusters
  Score: Raw -1220363.425277 + Penalty 3048.389863 = -1217315.035414
  nChanged 155
		SP:Iteration 23Q (5632.000000 sec): 3 clusters
  Score: Raw -1220418.207912 + Penalty 3048.389863 = -1217369.818049
  nChanged 137
		SP:Iteration 24Q (5632.030000 sec): 3 clusters
  Score: Raw -1220463.833055 + Penalty 3048.389863 = -1217415.443193
  nChanged 136
		SP:Iteration 25Q (5632.050000 sec): 3 clusters
  Score: Raw -1220511.323534 + Penalty 3048.389863 = -1217462.933671
  nChanged 137
		SP:Iteration 26Q (5632.080000 sec): 3 clusters
  Score: Raw -1220557.852855 + Penalty 3048.389863 = -1217509.462992
  nChanged 131
		SP:Iteration 27Q (5632.110000 sec): 3 clusters
  Score: Raw -1220601.457829 + Penalty 3048.389863 = -1217553.067966
  nChanged 135
		SP:Iteration 28Q (5632.140000 sec): 3 clusters
  Score: Raw -1220646.227743 + Penalty 3048.389863 = -1217597.837880
  nChanged 127
		SP:Iteration 29Q (5632.160000 sec): 3 clusters
  Score: Raw -1220689.894586 + Penalty 3048.389863 = -1217641.504723
  nChanged 121
		SP:Iteration 30Q (5632.190000 sec): 3 clusters
  Score: Raw -1220728.006102 + Penalty 3048.389863 = -1217679.616239
  nChanged 102
		SP:Iteration 31Q (5632.220000 sec): 3 clusters
  Score: Raw -1220760.862415 + Penalty 3048.389863 = -1217712.472552
  nChanged 100
		SP:Iteration 32Q (5632.240000 sec): 3 clusters
  Score: Raw -1220791.738905 + Penalty 3048.389863 = -1217743.349042
  nChanged 101
		SP:Iteration 33Q (5632.270000 sec): 3 clusters
  Score: Raw -1220830.565070 + Penalty 3048.389863 = -1217782.175207
  nChanged 115
		SP:Iteration 34Q (5632.300000 sec): 3 clusters
  Score: Raw -1220875.255946 + Penalty 3048.389863 = -1217826.866083
  nChanged 109
		SP:Iteration 35Q (5632.320000 sec): 3 clusters
  Score: Raw -1220915.077149 + Penalty 3048.389863 = -1217866.687286
  nChanged 94
		SP:Iteration 36Q (5632.350000 sec): 3 clusters
  Score: Raw -1220948.109842 + Penalty 3048.389863 = -1217899.719979
  nChanged 104
		SP:Iteration 37Q (5632.380000 sec): 3 clusters
  Score: Raw -1220983.547042 + Penalty 3048.389863 = -1217935.157179
  nChanged 94
		SP:Iteration 38Q (5632.400000 sec): 3 clusters
  Score: Raw -1221016.037427 + Penalty 3048.389863 = -1217967.647564
  nChanged 109
		SP:Iteration 39Q (5632.430000 sec): 3 clusters
  Score: Raw -1221057.505269 + Penalty 3048.389863 = -1218009.115406
  nChanged 103
		SP:Iteration 40F (5632.460000 sec): 3 clusters
  Score: Raw -1221093.202624 + Penalty 3048.389863 = -1218044.812761
  nChanged 100
		SP:Iteration 41Q (5632.480000 sec): 3 clusters
  Score: Raw -1221129.616100 + Penalty 3048.389863 = -1218081.226237
  nChanged 102
		SP:Iteration 42Q (5632.510000 sec): 3 clusters
  Score: Raw -1221171.907201 + Penalty 3048.389863 = -1218123.517338
  nChanged 101
		SP:Iteration 43Q (5632.530000 sec): 3 clusters
  Score: Raw -1221210.985889 + Penalty 3048.389863 = -1218162.596026
  nChanged 106
		SP:Iteration 44Q (5632.560000 sec): 3 clusters
  Score: Raw -1221257.684703 + Penalty 3048.389863 = -1218209.294840
  nChanged 102
		SP:Iteration 45Q (5632.580000 sec): 3 clusters
  Score: Raw -1221299.268992 + Penalty 3048.389863 = -1218250.879129
  nChanged 98
		SP:Iteration 46Q (5632.610000 sec): 3 clusters
  Score: Raw -1221336.192870 + Penalty 3048.389863 = -1218287.803007
  nChanged 81
		SP:Iteration 47Q (5632.630000 sec): 3 clusters
  Score: Raw -1221364.667393 + Penalty 3048.389863 = -1218316.277530
  nChanged 67
		SP:Iteration 48Q (5632.650000 sec): 3 clusters
  Score: Raw -1221391.446601 + Penalty 3048.389863 = -1218343.056738
  nChanged 58
		SP:Iteration 49Q (5632.680000 sec): 3 clusters
  Score: Raw -1221412.123056 + Penalty 3048.389863 = -1218363.733193
  nChanged 61
		SP:Iteration 50Q (5632.700000 sec): 3 clusters
  Score: Raw -1221438.224411 + Penalty 3048.389863 = -1218389.834549
  nChanged 61
		SP:Iteration 51Q (5632.730000 sec): 3 clusters
  Score: Raw -1221461.013846 + Penalty 3048.389863 = -1218412.623984
  nChanged 55
		SP:Iteration 52Q (5632.750000 sec): 3 clusters
  Score: Raw -1221481.149149 + Penalty 3048.389863 = -1218432.759286
  nChanged 49
		SP:Iteration 53Q (5632.770000 sec): 3 clusters
  Score: Raw -1221497.401413 + Penalty 3048.389863 = -1218449.011551
  nChanged 45
		SP:Iteration 54Q (5632.800000 sec): 3 clusters
  Score: Raw -1221514.121170 + Penalty 3048.389863 = -1218465.731307
  nChanged 44
		SP:Iteration 55Q (5632.820000 sec): 3 clusters
  Score: Raw -1221532.366112 + Penalty 3048.389863 = -1218483.976249
  nChanged 45
		SP:Iteration 56Q (5632.850000 sec): 3 clusters
  Score: Raw -1221549.952824 + Penalty 3048.389863 = -1218501.562961
  nChanged 38
		SP:Iteration 57Q (5632.870000 sec): 3 clusters
  Score: Raw -1221566.379232 + Penalty 3048.389863 = -1218517.989369
  nChanged 35
		SP:Iteration 58Q (5632.890000 sec): 3 clusters
  Score: Raw -1221584.068795 + Penalty 3048.389863 = -1218535.678932
  nChanged 51
		SP:Iteration 59Q (5632.910000 sec): 3 clusters
  Score: Raw -1221610.171654 + Penalty 3048.389863 = -1218561.781791
  nChanged 37
		SP:Iteration 60F (5632.950000 sec): 3 clusters
  Score: Raw -1221625.602604 + Penalty 3048.389863 = -1218577.212741
  nChanged 29
		SP:Iteration 61Q (5632.970000 sec): 3 clusters
  Score: Raw -1221637.110386 + Penalty 3048.389863 = -1218588.720524
  nChanged 25
		SP:Iteration 62Q (5632.990000 sec): 3 clusters
  Score: Raw -1221648.757284 + Penalty 3048.389863 = -1218600.367421
  nChanged 23
		SP:Iteration 63Q (5633.010000 sec): 3 clusters
  Score: Raw -1221658.268467 + Penalty 3048.389863 = -1218609.878604
  nChanged 21
		SP:Iteration 64Q (5633.030000 sec): 3 clusters
  Score: Raw -1221670.960494 + Penalty 3048.389863 = -1218622.570631
  nChanged 23
		SP:Iteration 65Q (5633.060000 sec): 3 clusters
  Score: Raw -1221683.080693 + Penalty 3048.389863 = -1218634.690831
  nChanged 25
		SP:Iteration 66Q (5633.080000 sec): 3 clusters
  Score: Raw -1221698.634972 + Penalty 3048.389863 = -1218650.245109
  nChanged 32
		SP:Iteration 67Q (5633.100000 sec): 3 clusters
  Score: Raw -1221714.912358 + Penalty 3048.389863 = -1218666.522495
  nChanged 25
		SP:Iteration 68Q (5633.130000 sec): 3 clusters
  Score: Raw -1221727.888296 + Penalty 3048.389863 = -1218679.498433
  nChanged 20
		SP:Iteration 69Q (5633.150000 sec): 3 clusters
  Score: Raw -1221736.702918 + Penalty 3048.389863 = -1218688.313055
  nChanged 13
		SP:Iteration 70Q (5633.170000 sec): 3 clusters
  Score: Raw -1221743.065102 + Penalty 3048.389863 = -1218694.675239
  nChanged 14
		SP:Iteration 71Q (5633.190000 sec): 3 clusters
  Score: Raw -1221750.346752 + Penalty 3048.389863 = -1218701.956889
  nChanged 14
		SP:Iteration 72Q (5633.210000 sec): 3 clusters
  Score: Raw -1221757.992819 + Penalty 3048.389863 = -1218709.602956
  nChanged 11
		SP:Iteration 73Q (5633.230000 sec): 3 clusters
  Score: Raw -1221764.662753 + Penalty 3048.389863 = -1218716.272890
  nChanged 12
		SP:Iteration 74Q (5633.260000 sec): 3 clusters
  Score: Raw -1221769.723373 + Penalty 3048.389863 = -1218721.333510
  nChanged 5
		SP:Iteration 75Q (5633.280000 sec): 3 clusters
  Score: Raw -1221772.061558 + Penalty 3048.389863 = -1218723.671695
  nChanged 4
		SP:Iteration 76Q (5633.300000 sec): 3 clusters
  Score: Raw -1221773.600820 + Penalty 3048.389863 = -1218725.210957
  nChanged 6
		SP:Iteration 77Q (5633.320000 sec): 3 clusters
  Score: Raw -1221776.242441 + Penalty 3048.389863 = -1218727.852578
  nChanged 7
		SP:Iteration 78Q (5633.340000 sec): 3 clusters
  Score: Raw -1221780.024112 + Penalty 3048.389863 = -1218731.634249
  nChanged 5
		SP:Iteration 79Q (5633.370000 sec): 3 clusters
  Score: Raw -1221782.607206 + Penalty 3048.389863 = -1218734.217343
  nChanged 7
		SP:Iteration 80F (5633.390000 sec): 3 clusters
  Score: Raw -1221788.285946 + Penalty 3048.389863 = -1218739.896083
  nChanged 15
		SP:Iteration 81Q (5633.420000 sec): 3 clusters
  Score: Raw -1221797.516039 + Penalty 3048.389863 = -1218749.126176
  nChanged 11
		SP:Iteration 82Q (5633.440000 sec): 3 clusters
  Score: Raw -1221801.750597 + Penalty 3048.389863 = -1218753.360734
  nChanged 7
		SP:Iteration 83Q (5633.460000 sec): 3 clusters
  Score: Raw -1221804.849005 + Penalty 3048.389863 = -1218756.459142
  nChanged 6
		SP:Iteration 84Q (5633.480000 sec): 3 clusters
  Score: Raw -1221807.790565 + Penalty 3048.389863 = -1218759.400703
  nChanged 4
		SP:Iteration 85Q (5633.500000 sec): 3 clusters
  Score: Raw -1221810.001389 + Penalty 3048.389863 = -1218761.611526
  nChanged 4
		SP:Iteration 86Q (5633.520000 sec): 3 clusters
  Score: Raw -1221813.214629 + Penalty 3048.389863 = -1218764.824766
  nChanged 2
		SP:Iteration 87Q (5633.550000 sec): 3 clusters
  Score: Raw -1221814.042714 + Penalty 3048.389863 = -1218765.652851
  nChanged 4
		SP:Iteration 88Q (5633.570000 sec): 3 clusters
  Score: Raw -1221815.637388 + Penalty 3048.389863 = -1218767.247525
  nChanged 4
		SP:Iteration 89Q (5633.590000 sec): 3 clusters
  Score: Raw -1221816.657510 + Penalty 3048.389863 = -1218768.267647
  nChanged 2
		SP:Iteration 90Q (5633.610000 sec): 3 clusters
  Score: Raw -1221817.538859 + Penalty 3048.389863 = -1218769.148996
  nChanged 1
		SP:Iteration 91Q (5633.630000 sec): 3 clusters
  Score: Raw -1221817.810290 + Penalty 3048.389863 = -1218769.420427
  nChanged 1
		SP:Iteration 92Q (5633.650000 sec): 3 clusters
  Score: Raw -1221818.068489 + Penalty 3048.389863 = -1218769.678626
  nChanged 1
		SP:Iteration 93Q (5633.670000 sec): 3 clusters
  Score: Raw -1221818.436828 + Penalty 3048.389863 = -1218770.046965
  nChanged 0
		SP:Iteration 94F (5633.710000 sec): 3 clusters
  Score: Raw -1221818.436828 + Penalty 3048.389863 = -1218770.046965
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (87174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5634.000000 sec): 2 clusters
  Score: Raw -8850006.462953 + Penalty 1848.544978 = -8848157.917975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5634.230000 sec): 3 clusters
  Score: Raw -8793545.508396 + Penalty 3697.089955 = -8789848.418441
  nChanged 41582
		SP:Iteration 1F (5634.460000 sec): 3 clusters
  Score: Raw -8817941.796590 + Penalty 3697.089955 = -8814244.706635
  nChanged 3252
		SP:Iteration 2Q (5634.690000 sec): 3 clusters
  Score: Raw -8819063.566505 + Penalty 3697.089955 = -8815366.476550
  nChanged 3653
		SP:Iteration 3Q (5634.920000 sec): 3 clusters
  Score: Raw -8820761.674651 + Penalty 3697.089955 = -8817064.584696
  nChanged 4337
		SP:Iteration 4Q (5635.160000 sec): 3 clusters
  Score: Raw -8823360.426851 + Penalty 3697.089955 = -8819663.336896
  nChanged 5235
		SP:Iteration 5F (5635.390000 sec): 3 clusters
  Score: Raw -8827082.208616 + Penalty 3697.089955 = -8823385.118661
  nChanged 5965
		SP:Iteration 6F (5635.610000 sec): 3 clusters
  Score: Raw -8831983.692244 + Penalty 3697.089955 = -8828286.602289
  nChanged 6135
		SP:Iteration 7F (5635.830000 sec): 3 clusters
  Score: Raw -8837331.230380 + Penalty 3697.089955 = -8833634.140425
  nChanged 5498
		SP:Iteration 8F (5636.060000 sec): 3 clusters
  Score: Raw -8842155.104844 + Penalty 3697.089955 = -8838458.014889
  nChanged 4130
		SP:Iteration 9Q (5636.270000 sec): 3 clusters
  Score: Raw -8845735.525659 + Penalty 3697.089955 = -8842038.435704
  nChanged 2654
		SP:Iteration 10Q (5636.460000 sec): 3 clusters
  Score: Raw -8847933.572593 + Penalty 3697.089955 = -8844236.482638
  nChanged 1519
		SP:Iteration 11Q (5636.650000 sec): 3 clusters
  Score: Raw -8849071.493189 + Penalty 3697.089955 = -8845374.403234
  nChanged 793
		SP:Iteration 12Q (5636.820000 sec): 3 clusters
  Score: Raw -8849644.859091 + Penalty 3697.089955 = -8845947.769136
  nChanged 440
		SP:Iteration 13Q (5636.990000 sec): 3 clusters
  Score: Raw -8849956.869982 + Penalty 3697.089955 = -8846259.780027
  nChanged 254
		SP:Iteration 14Q (5637.150000 sec): 3 clusters
  Score: Raw -8850122.241233 + Penalty 3697.089955 = -8846425.151278
  nChanged 153
		SP:Iteration 15Q (5637.320000 sec): 3 clusters
  Score: Raw -8850218.722621 + Penalty 3697.089955 = -8846521.632666
  nChanged 96
		SP:Iteration 16Q (5637.480000 sec): 3 clusters
  Score: Raw -8850278.058721 + Penalty 3697.089955 = -8846580.968766
  nChanged 69
		SP:Iteration 17Q (5637.640000 sec): 3 clusters
  Score: Raw -8850317.240763 + Penalty 3697.089955 = -8846620.150808
  nChanged 53
		SP:Iteration 18Q (5637.800000 sec): 3 clusters
  Score: Raw -8850354.207037 + Penalty 3697.089955 = -8846657.117082
  nChanged 50
		SP:Iteration 19Q (5637.960000 sec): 3 clusters
  Score: Raw -8850389.285495 + Penalty 3697.089955 = -8846692.195540
  nChanged 42
		SP:Iteration 20F (5638.190000 sec): 3 clusters
  Score: Raw -8850423.277255 + Penalty 3697.089955 = -8846726.187300
  nChanged 42
		SP:Iteration 21Q (5638.350000 sec): 3 clusters
  Score: Raw -8850469.870352 + Penalty 3697.089955 = -8846772.780397
  nChanged 45
		SP:Iteration 22Q (5638.510000 sec): 3 clusters
  Score: Raw -8850520.588199 + Penalty 3697.089955 = -8846823.498244
  nChanged 48
		SP:Iteration 23Q (5638.670000 sec): 3 clusters
  Score: Raw -8850550.788120 + Penalty 3697.089955 = -8846853.698165
  nChanged 28
		SP:Iteration 24Q (5638.830000 sec): 3 clusters
  Score: Raw -8850565.678256 + Penalty 3697.089955 = -8846868.588301
  nChanged 21
		SP:Iteration 25Q (5638.990000 sec): 3 clusters
  Score: Raw -8850575.953898 + Penalty 3697.089955 = -8846878.863943
  nChanged 17
		SP:Iteration 26Q (5639.140000 sec): 3 clusters
  Score: Raw -8850584.926871 + Penalty 3697.089955 = -8846887.836916
  nChanged 20
		SP:Iteration 27Q (5639.300000 sec): 3 clusters
  Score: Raw -8850595.972835 + Penalty 3697.089955 = -8846898.882880
  nChanged 15
		SP:Iteration 28Q (5639.460000 sec): 3 clusters
  Score: Raw -8850604.021703 + Penalty 3697.089955 = -8846906.931748
  nChanged 16
		SP:Iteration 29Q (5639.620000 sec): 3 clusters
  Score: Raw -8850611.239285 + Penalty 3697.089955 = -8846914.149329
  nChanged 14
		SP:Iteration 30Q (5639.770000 sec): 3 clusters
  Score: Raw -8850618.986436 + Penalty 3697.089955 = -8846921.896481
  nChanged 14
		SP:Iteration 31Q (5639.930000 sec): 3 clusters
  Score: Raw -8850625.045939 + Penalty 3697.089955 = -8846927.955984
  nChanged 13
		SP:Iteration 32Q (5640.090000 sec): 3 clusters
  Score: Raw -8850630.876894 + Penalty 3697.089955 = -8846933.786939
  nChanged 9
		SP:Iteration 33Q (5640.240000 sec): 3 clusters
  Score: Raw -8850634.299450 + Penalty 3697.089955 = -8846937.209495
  nChanged 5
		SP:Iteration 34Q (5640.400000 sec): 3 clusters
  Score: Raw -8850636.152184 + Penalty 3697.089955 = -8846939.062229
  nChanged 6
		SP:Iteration 35Q (5640.560000 sec): 3 clusters
  Score: Raw -8850639.350953 + Penalty 3697.089955 = -8846942.260998
  nChanged 9
		SP:Iteration 36Q (5640.720000 sec): 3 clusters
  Score: Raw -8850643.456137 + Penalty 3697.089955 = -8846946.366182
  nChanged 7
		SP:Iteration 37Q (5640.880000 sec): 3 clusters
  Score: Raw -8850646.388296 + Penalty 3697.089955 = -8846949.298341
  nChanged 7
		SP:Iteration 38Q (5641.040000 sec): 3 clusters
  Score: Raw -8850649.702190 + Penalty 3697.089955 = -8846952.612235
  nChanged 10
		SP:Iteration 39Q (5641.190000 sec): 3 clusters
  Score: Raw -8850654.694798 + Penalty 3697.089955 = -8846957.604843
  nChanged 9
		SP:Iteration 40F (5641.420000 sec): 3 clusters
  Score: Raw -8850658.457241 + Penalty 3697.089955 = -8846961.367286
  nChanged 5
		SP:Iteration 41Q (5641.570000 sec): 3 clusters
  Score: Raw -8850661.099263 + Penalty 3697.089955 = -8846964.009308
  nChanged 9
		SP:Iteration 42Q (5641.730000 sec): 3 clusters
  Score: Raw -8850664.279869 + Penalty 3697.089955 = -8846967.189914
  nChanged 8
		SP:Iteration 43Q (5641.890000 sec): 3 clusters
  Score: Raw -8850666.869912 + Penalty 3697.089955 = -8846969.779957
  nChanged 5
		SP:Iteration 44Q (5642.040000 sec): 3 clusters
  Score: Raw -8850669.677686 + Penalty 3697.089955 = -8846972.587731
  nChanged 5
		SP:Iteration 45Q (5642.200000 sec): 3 clusters
  Score: Raw -8850672.073273 + Penalty 3697.089955 = -8846974.983318
  nChanged 11
		SP:Iteration 46Q (5642.360000 sec): 3 clusters
  Score: Raw -8850675.969977 + Penalty 3697.089955 = -8846978.880021
  nChanged 5
		SP:Iteration 47Q (5642.520000 sec): 3 clusters
  Score: Raw -8850677.267232 + Penalty 3697.089955 = -8846980.177277
  nChanged 2
		SP:Iteration 48Q (5642.680000 sec): 3 clusters
  Score: Raw -8850678.066483 + Penalty 3697.089955 = -8846980.976528
  nChanged 3
		SP:Iteration 49Q (5642.830000 sec): 3 clusters
  Score: Raw -8850679.278735 + Penalty 3697.089955 = -8846982.188780
  nChanged 3
		SP:Iteration 50Q (5642.990000 sec): 3 clusters
  Score: Raw -8850680.188620 + Penalty 3697.089955 = -8846983.098665
  nChanged 0
		SP:Iteration 51F (5643.220000 sec): 3 clusters
  Score: Raw -8850680.188620 + Penalty 3697.089955 = -8846983.098665
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (3540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5643.280000 sec): 2 clusters
  Score: Raw -331393.887620 + Penalty 1327.930826 = -330065.956794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5643.280000 sec): 3 clusters
  Score: Raw -329707.199476 + Penalty 2655.861652 = -327051.337824
  nChanged 1390
		SP:Iteration 1F (5643.300000 sec): 3 clusters
  Score: Raw -330642.115515 + Penalty 2655.861652 = -327986.253863
  nChanged 325
		SP:Iteration 2F (5643.300000 sec): 3 clusters
  Score: Raw -330963.129469 + Penalty 2655.861652 = -328307.267817
  nChanged 261
		SP:Iteration 3F (5643.310000 sec): 3 clusters
  Score: Raw -331256.665446 + Penalty 2655.861652 = -328600.803794
  nChanged 253
		SP:Iteration 4F (5643.320000 sec): 3 clusters
  Score: Raw -331619.012078 + Penalty 2655.861652 = -328963.150426
  nChanged 245
		SP:Iteration 5F (5643.330000 sec): 3 clusters
  Score: Raw -331977.674020 + Penalty 2655.861652 = -329321.812368
  nChanged 227
		SP:Iteration 6F (5643.340000 sec): 3 clusters
  Score: Raw -332255.938928 + Penalty 2655.861652 = -329600.077276
  nChanged 183
		SP:Iteration 7F (5643.350000 sec): 3 clusters
  Score: Raw -332441.895697 + Penalty 2655.861652 = -329786.034045
  nChanged 133
		SP:Iteration 8Q (5643.360000 sec): 3 clusters
  Score: Raw -332554.625855 + Penalty 2655.861652 = -329898.764203
  nChanged 87
		SP:Iteration 9Q (5643.360000 sec): 3 clusters
  Score: Raw -332638.907987 + Penalty 2655.861652 = -329983.046335
  nChanged 79
		SP:Iteration 10Q (5643.370000 sec): 3 clusters
  Score: Raw -332729.136996 + Penalty 2655.861652 = -330073.275344
  nChanged 94
		SP:Iteration 11Q (5643.380000 sec): 3 clusters
  Score: Raw -332844.023945 + Penalty 2655.861652 = -330188.162293
  nChanged 93
		SP:Iteration 12Q (5643.390000 sec): 3 clusters
  Score: Raw -332975.787375 + Penalty 2655.861652 = -330319.925723
  nChanged 80
		SP:Iteration 13Q (5643.400000 sec): 3 clusters
  Score: Raw -333115.796235 + Penalty 2655.861652 = -330459.934583
  nChanged 79
		SP:Iteration 14Q (5643.400000 sec): 3 clusters
  Score: Raw -333248.003974 + Penalty 2655.861652 = -330592.142322
  nChanged 68
		SP:Iteration 15Q (5643.410000 sec): 3 clusters
  Score: Raw -333343.740499 + Penalty 2655.861652 = -330687.878847
  nChanged 56
		SP:Iteration 16Q (5643.420000 sec): 3 clusters
  Score: Raw -333398.824312 + Penalty 2655.861652 = -330742.962660
  nChanged 33
		SP:Iteration 17Q (5643.420000 sec): 3 clusters
  Score: Raw -333428.913489 + Penalty 2655.861652 = -330773.051837
  nChanged 17
		SP:Iteration 18Q (5643.430000 sec): 3 clusters
  Score: Raw -333444.824049 + Penalty 2655.861652 = -330788.962397
  nChanged 13
		SP:Iteration 19Q (5643.440000 sec): 3 clusters
  Score: Raw -333452.026523 + Penalty 2655.861652 = -330796.164871
  nChanged 7
		SP:Iteration 20F (5643.450000 sec): 3 clusters
  Score: Raw -333455.085813 + Penalty 2655.861652 = -330799.224161
  nChanged 2
		SP:Iteration 21Q (5643.450000 sec): 3 clusters
  Score: Raw -333455.970225 + Penalty 2655.861652 = -330800.108573
  nChanged 2
		SP:Iteration 22Q (5643.460000 sec): 3 clusters
  Score: Raw -333457.559362 + Penalty 2655.861652 = -330801.697710
  nChanged 0
		SP:Iteration 23F (5643.470000 sec): 3 clusters
  Score: Raw -333457.559362 + Penalty 2655.861652 = -330801.697710
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5643.480000 sec): 2 clusters
  Score: Raw -322053.274682 + Penalty 1324.638518 = -320728.636165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5643.490000 sec): 3 clusters
  Score: Raw -320395.766293 + Penalty 2649.277035 = -317746.489258
  nChanged 1330
		SP:Iteration 1F (5643.500000 sec): 3 clusters
  Score: Raw -321166.861276 + Penalty 2649.277035 = -318517.584241
  nChanged 259
		SP:Iteration 2F (5643.510000 sec): 3 clusters
  Score: Raw -321379.933817 + Penalty 2649.277035 = -318730.656782
  nChanged 251
		SP:Iteration 3F (5643.520000 sec): 3 clusters
  Score: Raw -321597.970039 + Penalty 2649.277035 = -318948.693004
  nChanged 213
		SP:Iteration 4F (5643.530000 sec): 3 clusters
  Score: Raw -321768.639057 + Penalty 2649.277035 = -319119.362022
  nChanged 179
		SP:Iteration 5F (5643.540000 sec): 3 clusters
  Score: Raw -321918.522589 + Penalty 2649.277035 = -319269.245553
  nChanged 160
		SP:Iteration 6Q (5643.540000 sec): 3 clusters
  Score: Raw -322039.477883 + Penalty 2649.277035 = -319390.200848
  nChanged 118
		SP:Iteration 7Q (5643.550000 sec): 3 clusters
  Score: Raw -322129.530020 + Penalty 2649.277035 = -319480.252985
  nChanged 118
		SP:Iteration 8Q (5643.560000 sec): 3 clusters
  Score: Raw -322210.427461 + Penalty 2649.277035 = -319561.150426
  nChanged 108
		SP:Iteration 9Q (5643.570000 sec): 3 clusters
  Score: Raw -322265.132623 + Penalty 2649.277035 = -319615.855588
  nChanged 63
		SP:Iteration 10Q (5643.580000 sec): 3 clusters
  Score: Raw -322290.514518 + Penalty 2649.277035 = -319641.237483
  nChanged 47
		SP:Iteration 11Q (5643.590000 sec): 3 clusters
  Score: Raw -322309.266691 + Penalty 2649.277035 = -319659.989656
  nChanged 33
		SP:Iteration 12Q (5643.600000 sec): 3 clusters
  Score: Raw -322322.140875 + Penalty 2649.277035 = -319672.863840
  nChanged 32
		SP:Iteration 13Q (5643.600000 sec): 3 clusters
  Score: Raw -322333.242817 + Penalty 2649.277035 = -319683.965781
  nChanged 24
		SP:Iteration 14Q (5643.610000 sec): 3 clusters
  Score: Raw -322344.876792 + Penalty 2649.277035 = -319695.599757
  nChanged 19
		SP:Iteration 15Q (5643.620000 sec): 3 clusters
  Score: Raw -322351.712310 + Penalty 2649.277035 = -319702.435274
  nChanged 18
		SP:Iteration 16Q (5643.630000 sec): 3 clusters
  Score: Raw -322359.157556 + Penalty 2649.277035 = -319709.880521
  nChanged 17
		SP:Iteration 17Q (5643.640000 sec): 3 clusters
  Score: Raw -322366.733328 + Penalty 2649.277035 = -319717.456292
  nChanged 18
		SP:Iteration 18Q (5643.640000 sec): 3 clusters
  Score: Raw -322373.443676 + Penalty 2649.277035 = -319724.166641
  nChanged 12
		SP:Iteration 19Q (5643.650000 sec): 3 clusters
  Score: Raw -322377.614942 + Penalty 2649.277035 = -319728.337907
  nChanged 6
		SP:Iteration 20F (5643.660000 sec): 3 clusters
  Score: Raw -322378.985771 + Penalty 2649.277035 = -319729.708736
  nChanged 4
		SP:Iteration 21Q (5643.670000 sec): 3 clusters
  Score: Raw -322379.939307 + Penalty 2649.277035 = -319730.662271
  nChanged 3
		SP:Iteration 22Q (5643.680000 sec): 3 clusters
  Score: Raw -322380.584185 + Penalty 2649.277035 = -319731.307150
  nChanged 2
		SP:Iteration 23Q (5643.680000 sec): 3 clusters
  Score: Raw -322380.944527 + Penalty 2649.277035 = -319731.667491
  nChanged 3
		SP:Iteration 24Q (5643.690000 sec): 3 clusters
  Score: Raw -322381.379559 + Penalty 2649.277035 = -319732.102524
  nChanged 5
		SP:Iteration 25Q (5643.700000 sec): 3 clusters
  Score: Raw -322382.927396 + Penalty 2649.277035 = -319733.650361
  nChanged 3
		SP:Iteration 26Q (5643.710000 sec): 3 clusters
  Score: Raw -322383.886251 + Penalty 2649.277035 = -319734.609216
  nChanged 1
		SP:Iteration 27Q (5643.720000 sec): 3 clusters
  Score: Raw -322384.255165 + Penalty 2649.277035 = -319734.978130
  nChanged 2
		SP:Iteration 28Q (5643.720000 sec): 3 clusters
  Score: Raw -322384.658361 + Penalty 2649.277035 = -319735.381325
  nChanged 2
		SP:Iteration 29Q (5643.730000 sec): 3 clusters
  Score: Raw -322385.234396 + Penalty 2649.277035 = -319735.957361
  nChanged 1
		SP:Iteration 30Q (5643.740000 sec): 3 clusters
  Score: Raw -322385.949093 + Penalty 2649.277035 = -319736.672058
  nChanged 6
		SP:Iteration 31Q (5643.750000 sec): 3 clusters
  Score: Raw -322387.301296 + Penalty 2649.277035 = -319738.024261
  nChanged 3
		SP:Iteration 32Q (5643.760000 sec): 3 clusters
  Score: Raw -322388.171019 + Penalty 2649.277035 = -319738.893984
  nChanged 1
		SP:Iteration 33Q (5643.770000 sec): 3 clusters
  Score: Raw -322388.229706 + Penalty 2649.277035 = -319738.952671
  nChanged 0
		SP:Iteration 34F (5643.780000 sec): 3 clusters
  Score: Raw -322388.229706 + Penalty 2649.277035 = -319738.952671
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5643.840000 sec): 2 clusters
  Score: Raw -2110937.830690 + Penalty 1616.049071 = -2109321.781619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5643.890000 sec): 3 clusters
  Score: Raw -2098384.478464 + Penalty 3232.098143 = -2095152.380322
  nChanged 9266
		SP:Iteration 1F (5643.940000 sec): 3 clusters
  Score: Raw -2103455.085974 + Penalty 3232.098143 = -2100222.987831
  nChanged 1131
		SP:Iteration 2F (5644.000000 sec): 3 clusters
  Score: Raw -2103917.936161 + Penalty 3232.098143 = -2100685.838018
  nChanged 1119
		SP:Iteration 3F (5644.050000 sec): 3 clusters
  Score: Raw -2104409.978545 + Penalty 3232.098143 = -2101177.880402
  nChanged 1098
		SP:Iteration 4F (5644.110000 sec): 3 clusters
  Score: Raw -2104926.268466 + Penalty 3232.098143 = -2101694.170323
  nChanged 1138
		SP:Iteration 5F (5644.160000 sec): 3 clusters
  Score: Raw -2105478.948640 + Penalty 3232.098143 = -2102246.850497
  nChanged 1129
		SP:Iteration 6F (5644.220000 sec): 3 clusters
  Score: Raw -2106016.347725 + Penalty 3232.098143 = -2102784.249582
  nChanged 1077
		SP:Iteration 7F (5644.270000 sec): 3 clusters
  Score: Raw -2106529.850293 + Penalty 3232.098143 = -2103297.752150
  nChanged 949
		SP:Iteration 8Q (5644.320000 sec): 3 clusters
  Score: Raw -2106945.142319 + Penalty 3232.098143 = -2103713.044176
  nChanged 825
		SP:Iteration 9Q (5644.380000 sec): 3 clusters
  Score: Raw -2107279.819700 + Penalty 3232.098143 = -2104047.721557
  nChanged 659
		SP:Iteration 10Q (5644.440000 sec): 3 clusters
  Score: Raw -2107535.106133 + Penalty 3232.098143 = -2104303.007991
  nChanged 578
		SP:Iteration 11Q (5644.490000 sec): 3 clusters
  Score: Raw -2107739.900708 + Penalty 3232.098143 = -2104507.802566
  nChanged 521
		SP:Iteration 12Q (5644.540000 sec): 3 clusters
  Score: Raw -2107920.628228 + Penalty 3232.098143 = -2104688.530086
  nChanged 479
		SP:Iteration 13Q (5644.600000 sec): 3 clusters
  Score: Raw -2108088.048850 + Penalty 3232.098143 = -2104855.950707
  nChanged 464
		SP:Iteration 14Q (5644.650000 sec): 3 clusters
  Score: Raw -2108243.391004 + Penalty 3232.098143 = -2105011.292861
  nChanged 434
		SP:Iteration 15Q (5644.710000 sec): 3 clusters
  Score: Raw -2108388.301963 + Penalty 3232.098143 = -2105156.203820
  nChanged 420
		SP:Iteration 16Q (5644.760000 sec): 3 clusters
  Score: Raw -2108541.168263 + Penalty 3232.098143 = -2105309.070120
  nChanged 476
		SP:Iteration 17Q (5644.820000 sec): 3 clusters
  Score: Raw -2108740.222254 + Penalty 3232.098143 = -2105508.124112
  nChanged 496
		SP:Iteration 18Q (5644.870000 sec): 3 clusters
  Score: Raw -2108949.398419 + Penalty 3232.098143 = -2105717.300276
  nChanged 485
		SP:Iteration 19Q (5644.930000 sec): 3 clusters
  Score: Raw -2109177.603248 + Penalty 3232.098143 = -2105945.505106
  nChanged 503
		SP:Iteration 20F (5644.980000 sec): 3 clusters
  Score: Raw -2109460.430792 + Penalty 3232.098143 = -2106228.332649
  nChanged 499
		SP:Iteration 21Q (5645.040000 sec): 3 clusters
  Score: Raw -2109785.405107 + Penalty 3232.098143 = -2106553.306964
  nChanged 455
		SP:Iteration 22Q (5645.090000 sec): 3 clusters
  Score: Raw -2110111.211173 + Penalty 3232.098143 = -2106879.113031
  nChanged 370
		SP:Iteration 23Q (5645.140000 sec): 3 clusters
  Score: Raw -2110372.162943 + Penalty 3232.098143 = -2107140.064800
  nChanged 281
		SP:Iteration 24Q (5645.190000 sec): 3 clusters
  Score: Raw -2110581.452223 + Penalty 3232.098143 = -2107349.354081
  nChanged 220
		SP:Iteration 25Q (5645.240000 sec): 3 clusters
  Score: Raw -2110745.327614 + Penalty 3232.098143 = -2107513.229472
  nChanged 161
		SP:Iteration 26Q (5645.280000 sec): 3 clusters
  Score: Raw -2110846.345490 + Penalty 3232.098143 = -2107614.247347
  nChanged 109
		SP:Iteration 27Q (5645.330000 sec): 3 clusters
  Score: Raw -2110921.136335 + Penalty 3232.098143 = -2107689.038192
  nChanged 87
		SP:Iteration 28Q (5645.370000 sec): 3 clusters
  Score: Raw -2110971.490892 + Penalty 3232.098143 = -2107739.392749
  nChanged 66
		SP:Iteration 29Q (5645.420000 sec): 3 clusters
  Score: Raw -2111006.245381 + Penalty 3232.098143 = -2107774.147239
  nChanged 42
		SP:Iteration 30Q (5645.460000 sec): 3 clusters
  Score: Raw -2111031.902165 + Penalty 3232.098143 = -2107799.804022
  nChanged 35
		SP:Iteration 31Q (5645.500000 sec): 3 clusters
  Score: Raw -2111054.205153 + Penalty 3232.098143 = -2107822.107011
  nChanged 26
		SP:Iteration 32Q (5645.540000 sec): 3 clusters
  Score: Raw -2111070.479246 + Penalty 3232.098143 = -2107838.381103
  nChanged 23
		SP:Iteration 33Q (5645.580000 sec): 3 clusters
  Score: Raw -2111085.303109 + Penalty 3232.098143 = -2107853.204966
  nChanged 21
		SP:Iteration 34Q (5645.620000 sec): 3 clusters
  Score: Raw -2111096.699678 + Penalty 3232.098143 = -2107864.601536
  nChanged 19
		SP:Iteration 35Q (5645.660000 sec): 3 clusters
  Score: Raw -2111109.988573 + Penalty 3232.098143 = -2107877.890430
  nChanged 22
		SP:Iteration 36Q (5645.700000 sec): 3 clusters
  Score: Raw -2111129.005250 + Penalty 3232.098143 = -2107896.907107
  nChanged 23
		SP:Iteration 37Q (5645.740000 sec): 3 clusters
  Score: Raw -2111147.803527 + Penalty 3232.098143 = -2107915.705384
  nChanged 18
		SP:Iteration 38Q (5645.780000 sec): 3 clusters
  Score: Raw -2111160.017643 + Penalty 3232.098143 = -2107927.919500
  nChanged 13
		SP:Iteration 39Q (5645.820000 sec): 3 clusters
  Score: Raw -2111168.799722 + Penalty 3232.098143 = -2107936.701579
  nChanged 9
		SP:Iteration 40F (5645.870000 sec): 3 clusters
  Score: Raw -2111174.540983 + Penalty 3232.098143 = -2107942.442841
  nChanged 3
		SP:Iteration 41Q (5645.910000 sec): 3 clusters
  Score: Raw -2111176.274796 + Penalty 3232.098143 = -2107944.176653
  nChanged 1
		SP:Iteration 42Q (5645.950000 sec): 3 clusters
  Score: Raw -2111176.536891 + Penalty 3232.098143 = -2107944.438749
  nChanged 0
		SP:Iteration 43F (5646.000000 sec): 3 clusters
  Score: Raw -2111176.536891 + Penalty 3232.098143 = -2107944.438749
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5646.040000 sec): 2 clusters
  Score: Raw -891701.970065 + Penalty 1476.423612 = -890225.546452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5646.060000 sec): 3 clusters
  Score: Raw -886815.369413 + Penalty 2952.847224 = -883862.522189
  nChanged 3813
		SP:Iteration 1F (5646.080000 sec): 3 clusters
  Score: Raw -888776.454285 + Penalty 2952.847224 = -885823.607060
  nChanged 552
		SP:Iteration 2F (5646.110000 sec): 3 clusters
  Score: Raw -889055.317590 + Penalty 2952.847224 = -886102.470366
  nChanged 459
		SP:Iteration 3F (5646.130000 sec): 3 clusters
  Score: Raw -889275.012595 + Penalty 2952.847224 = -886322.165370
  nChanged 411
		SP:Iteration 4Q (5646.160000 sec): 3 clusters
  Score: Raw -889467.690687 + Penalty 2952.847224 = -886514.843463
  nChanged 344
		SP:Iteration 5Q (5646.180000 sec): 3 clusters
  Score: Raw -889619.848635 + Penalty 2952.847224 = -886667.001410
  nChanged 329
		SP:Iteration 6Q (5646.200000 sec): 3 clusters
  Score: Raw -889764.850276 + Penalty 2952.847224 = -886812.003051
  nChanged 307
		SP:Iteration 7Q (5646.220000 sec): 3 clusters
  Score: Raw -889908.037503 + Penalty 2952.847224 = -886955.190279
  nChanged 287
		SP:Iteration 8Q (5646.240000 sec): 3 clusters
  Score: Raw -890039.568299 + Penalty 2952.847224 = -887086.721074
  nChanged 304
		SP:Iteration 9Q (5646.260000 sec): 3 clusters
  Score: Raw -890187.862700 + Penalty 2952.847224 = -887235.015476
  nChanged 307
		SP:Iteration 10Q (5646.290000 sec): 3 clusters
  Score: Raw -890338.088381 + Penalty 2952.847224 = -887385.241156
  nChanged 282
		SP:Iteration 11Q (5646.310000 sec): 3 clusters
  Score: Raw -890470.067474 + Penalty 2952.847224 = -887517.220249
  nChanged 243
		SP:Iteration 12Q (5646.330000 sec): 3 clusters
  Score: Raw -890574.821971 + Penalty 2952.847224 = -887621.974746
  nChanged 233
		SP:Iteration 13Q (5646.350000 sec): 3 clusters
  Score: Raw -890680.827509 + Penalty 2952.847224 = -887727.980284
  nChanged 223
		SP:Iteration 14Q (5646.380000 sec): 3 clusters
  Score: Raw -890776.020760 + Penalty 2952.847224 = -887823.173536
  nChanged 209
		SP:Iteration 15Q (5646.400000 sec): 3 clusters
  Score: Raw -890856.334610 + Penalty 2952.847224 = -887903.487386
  nChanged 185
		SP:Iteration 16Q (5646.420000 sec): 3 clusters
  Score: Raw -890917.938288 + Penalty 2952.847224 = -887965.091064
  nChanged 152
		SP:Iteration 17Q (5646.440000 sec): 3 clusters
  Score: Raw -890968.015563 + Penalty 2952.847224 = -888015.168338
  nChanged 122
		SP:Iteration 18Q (5646.460000 sec): 3 clusters
  Score: Raw -891003.954050 + Penalty 2952.847224 = -888051.106826
  nChanged 113
		SP:Iteration 19Q (5646.480000 sec): 3 clusters
  Score: Raw -891035.850174 + Penalty 2952.847224 = -888083.002949
  nChanged 92
		SP:Iteration 20F (5646.500000 sec): 3 clusters
  Score: Raw -891057.906982 + Penalty 2952.847224 = -888105.059758
  nChanged 76
		SP:Iteration 21Q (5646.520000 sec): 3 clusters
  Score: Raw -891080.534334 + Penalty 2952.847224 = -888127.687110
  nChanged 85
		SP:Iteration 22Q (5646.540000 sec): 3 clusters
  Score: Raw -891108.333964 + Penalty 2952.847224 = -888155.486740
  nChanged 105
		SP:Iteration 23Q (5646.570000 sec): 3 clusters
  Score: Raw -891146.617478 + Penalty 2952.847224 = -888193.770254
  nChanged 132
		SP:Iteration 24Q (5646.590000 sec): 3 clusters
  Score: Raw -891193.695299 + Penalty 2952.847224 = -888240.848075
  nChanged 119
		SP:Iteration 25Q (5646.610000 sec): 3 clusters
  Score: Raw -891239.296152 + Penalty 2952.847224 = -888286.448928
  nChanged 116
		SP:Iteration 26Q (5646.630000 sec): 3 clusters
  Score: Raw -891282.757103 + Penalty 2952.847224 = -888329.909879
  nChanged 113
		SP:Iteration 27Q (5646.650000 sec): 3 clusters
  Score: Raw -891320.714432 + Penalty 2952.847224 = -888367.867207
  nChanged 114
		SP:Iteration 28Q (5646.670000 sec): 3 clusters
  Score: Raw -891362.361569 + Penalty 2952.847224 = -888409.514345
  nChanged 107
		SP:Iteration 29Q (5646.690000 sec): 3 clusters
  Score: Raw -891406.104395 + Penalty 2952.847224 = -888453.257171
  nChanged 111
		SP:Iteration 30Q (5646.710000 sec): 3 clusters
  Score: Raw -891455.081183 + Penalty 2952.847224 = -888502.233958
  nChanged 125
		SP:Iteration 31Q (5646.730000 sec): 3 clusters
  Score: Raw -891520.065616 + Penalty 2952.847224 = -888567.218392
  nChanged 138
		SP:Iteration 32Q (5646.760000 sec): 3 clusters
  Score: Raw -891594.059556 + Penalty 2952.847224 = -888641.212331
  nChanged 168
		SP:Iteration 33Q (5646.780000 sec): 3 clusters
  Score: Raw -891685.902717 + Penalty 2952.847224 = -888733.055493
  nChanged 160
		SP:Iteration 34Q (5646.800000 sec): 3 clusters
  Score: Raw -891781.170499 + Penalty 2952.847224 = -888828.323274
  nChanged 164
		SP:Iteration 35Q (5646.820000 sec): 3 clusters
  Score: Raw -891898.190689 + Penalty 2952.847224 = -888945.343465
  nChanged 160
		SP:Iteration 36Q (5646.840000 sec): 3 clusters
  Score: Raw -892023.078898 + Penalty 2952.847224 = -889070.231673
  nChanged 148
		SP:Iteration 37Q (5646.860000 sec): 3 clusters
  Score: Raw -892139.554012 + Penalty 2952.847224 = -889186.706787
  nChanged 128
		SP:Iteration 38Q (5646.870000 sec): 3 clusters
  Score: Raw -892237.989922 + Penalty 2952.847224 = -889285.142697
  nChanged 118
		SP:Iteration 39Q (5646.890000 sec): 3 clusters
  Score: Raw -892320.389053 + Penalty 2952.847224 = -889367.541829
  nChanged 68
		SP:Iteration 40F (5646.910000 sec): 3 clusters
  Score: Raw -892357.886679 + Penalty 2952.847224 = -889405.039455
  nChanged 45
		SP:Iteration 41Q (5646.930000 sec): 3 clusters
  Score: Raw -892376.113142 + Penalty 2952.847224 = -889423.265917
  nChanged 40
		SP:Iteration 42Q (5646.950000 sec): 3 clusters
  Score: Raw -892390.137289 + Penalty 2952.847224 = -889437.290065
  nChanged 26
		SP:Iteration 43Q (5646.970000 sec): 3 clusters
  Score: Raw -892397.013288 + Penalty 2952.847224 = -889444.166064
  nChanged 16
		SP:Iteration 44Q (5646.980000 sec): 3 clusters
  Score: Raw -892400.918147 + Penalty 2952.847224 = -889448.070922
  nChanged 19
		SP:Iteration 45Q (5647.000000 sec): 3 clusters
  Score: Raw -892405.472987 + Penalty 2952.847224 = -889452.625762
  nChanged 11
		SP:Iteration 46Q (5647.020000 sec): 3 clusters
  Score: Raw -892407.572577 + Penalty 2952.847224 = -889454.725353
  nChanged 5
		SP:Iteration 47Q (5647.040000 sec): 3 clusters
  Score: Raw -892408.912687 + Penalty 2952.847224 = -889456.065463
  nChanged 7
		SP:Iteration 48Q (5647.050000 sec): 3 clusters
  Score: Raw -892410.846292 + Penalty 2952.847224 = -889457.999068
  nChanged 5
		SP:Iteration 49Q (5647.070000 sec): 3 clusters
  Score: Raw -892412.206162 + Penalty 2952.847224 = -889459.358937
  nChanged 3
		SP:Iteration 50Q (5647.090000 sec): 3 clusters
  Score: Raw -892413.013885 + Penalty 2952.847224 = -889460.166660
  nChanged 2
		SP:Iteration 51Q (5647.110000 sec): 3 clusters
  Score: Raw -892413.459212 + Penalty 2952.847224 = -889460.611988
  nChanged 3
		SP:Iteration 52Q (5647.120000 sec): 3 clusters
  Score: Raw -892413.916740 + Penalty 2952.847224 = -889461.069515
  nChanged 1
		SP:Iteration 53Q (5647.140000 sec): 3 clusters
  Score: Raw -892414.029688 + Penalty 2952.847224 = -889461.182463
  nChanged 0
		SP:Iteration 54F (5647.160000 sec): 3 clusters
  Score: Raw -892414.029688 + Penalty 2952.847224 = -889461.182463
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5647.170000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5647.170000 sec): 3 clusters
  Score: Raw -32805.102754 + Penalty 1897.262395 = -30907.840358
  nChanged 61
		SP:Iteration 1F (5647.180000 sec): 3 clusters
  Score: Raw -32904.957549 + Penalty 1897.262395 = -31007.695153
  nChanged 11
		SP:Iteration 2Q (5647.180000 sec): 3 clusters
  Score: Raw -32919.600125 + Penalty 1897.262395 = -31022.337730
  nChanged 6
		SP:Iteration 3Q (5647.180000 sec): 3 clusters
  Score: Raw -32930.038684 + Penalty 1897.262395 = -31032.776289
  nChanged 4
		SP:Iteration 4Q (5647.180000 sec): 3 clusters
  Score: Raw -32940.854899 + Penalty 1897.262395 = -31043.592504
  nChanged 0
		SP:Iteration 5F (5647.180000 sec): 3 clusters
  Score: Raw -32940.854899 + Penalty 1897.262395 = -31043.592504
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5647.210000 sec): 2 clusters
  Score: Raw -1038329.178806 + Penalty 1501.720094 = -1036827.458712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5647.240000 sec): 3 clusters
  Score: Raw -1032400.123632 + Penalty 3003.440188 = -1029396.683444
  nChanged 4515
		SP:Iteration 1F (5647.270000 sec): 3 clusters
  Score: Raw -1034772.434167 + Penalty 3003.440188 = -1031768.993979
  nChanged 589
		SP:Iteration 2F (5647.290000 sec): 3 clusters
  Score: Raw -1034993.217036 + Penalty 3003.440188 = -1031989.776847
  nChanged 487
		SP:Iteration 3Q (5647.320000 sec): 3 clusters
  Score: Raw -1035172.411305 + Penalty 3003.440188 = -1032168.971117
  nChanged 411
		SP:Iteration 4Q (5647.350000 sec): 3 clusters
  Score: Raw -1035339.838925 + Penalty 3003.440188 = -1032336.398736
  nChanged 413
		SP:Iteration 5Q (5647.370000 sec): 3 clusters
  Score: Raw -1035516.241008 + Penalty 3003.440188 = -1032512.800820
  nChanged 418
		SP:Iteration 6Q (5647.400000 sec): 3 clusters
  Score: Raw -1035695.392694 + Penalty 3003.440188 = -1032691.952505
  nChanged 442
		SP:Iteration 7Q (5647.420000 sec): 3 clusters
  Score: Raw -1035917.833028 + Penalty 3003.440188 = -1032914.392840
  nChanged 475
		SP:Iteration 8Q (5647.450000 sec): 3 clusters
  Score: Raw -1036198.978577 + Penalty 3003.440188 = -1033195.538388
  nChanged 560
		SP:Iteration 9F (5647.470000 sec): 3 clusters
  Score: Raw -1036557.621245 + Penalty 3003.440188 = -1033554.181057
  nChanged 552
		SP:Iteration 10F (5647.500000 sec): 3 clusters
  Score: Raw -1036959.019535 + Penalty 3003.440188 = -1033955.579346
  nChanged 558
		SP:Iteration 11F (5647.530000 sec): 3 clusters
  Score: Raw -1037413.680413 + Penalty 3003.440188 = -1034410.240225
  nChanged 473
		SP:Iteration 12Q (5647.550000 sec): 3 clusters
  Score: Raw -1037802.518448 + Penalty 3003.440188 = -1034799.078260
  nChanged 339
		SP:Iteration 13Q (5647.580000 sec): 3 clusters
  Score: Raw -1038065.895026 + Penalty 3003.440188 = -1035062.454837
  nChanged 213
		SP:Iteration 14Q (5647.600000 sec): 3 clusters
  Score: Raw -1038213.811209 + Penalty 3003.440188 = -1035210.371020
  nChanged 127
		SP:Iteration 15Q (5647.630000 sec): 3 clusters
  Score: Raw -1038290.783026 + Penalty 3003.440188 = -1035287.342837
  nChanged 92
		SP:Iteration 16Q (5647.650000 sec): 3 clusters
  Score: Raw -1038348.439331 + Penalty 3003.440188 = -1035344.999143
  nChanged 57
		SP:Iteration 17Q (5647.670000 sec): 3 clusters
  Score: Raw -1038386.711955 + Penalty 3003.440188 = -1035383.271767
  nChanged 40
		SP:Iteration 18Q (5647.690000 sec): 3 clusters
  Score: Raw -1038424.310938 + Penalty 3003.440188 = -1035420.870749
  nChanged 35
		SP:Iteration 19Q (5647.710000 sec): 3 clusters
  Score: Raw -1038450.235825 + Penalty 3003.440188 = -1035446.795637
  nChanged 16
		SP:Iteration 20F (5647.740000 sec): 3 clusters
  Score: Raw -1038464.490405 + Penalty 3003.440188 = -1035461.050217
  nChanged 20
		SP:Iteration 21Q (5647.760000 sec): 3 clusters
  Score: Raw -1038482.263001 + Penalty 3003.440188 = -1035478.822812
  nChanged 19
		SP:Iteration 22Q (5647.790000 sec): 3 clusters
  Score: Raw -1038500.233782 + Penalty 3003.440188 = -1035496.793594
  nChanged 16
		SP:Iteration 23Q (5647.810000 sec): 3 clusters
  Score: Raw -1038510.242338 + Penalty 3003.440188 = -1035506.802150
  nChanged 9
		SP:Iteration 24Q (5647.830000 sec): 3 clusters
  Score: Raw -1038516.014259 + Penalty 3003.440188 = -1035512.574071
  nChanged 6
		SP:Iteration 25Q (5647.850000 sec): 3 clusters
  Score: Raw -1038523.484033 + Penalty 3003.440188 = -1035520.043844
  nChanged 6
		SP:Iteration 26Q (5647.870000 sec): 3 clusters
  Score: Raw -1038529.681130 + Penalty 3003.440188 = -1035526.240942
  nChanged 8
		SP:Iteration 27Q (5647.890000 sec): 3 clusters
  Score: Raw -1038535.960697 + Penalty 3003.440188 = -1035532.520508
  nChanged 8
		SP:Iteration 28Q (5647.910000 sec): 3 clusters
  Score: Raw -1038543.849002 + Penalty 3003.440188 = -1035540.408813
  nChanged 9
		SP:Iteration 29Q (5647.930000 sec): 3 clusters
  Score: Raw -1038552.412199 + Penalty 3003.440188 = -1035548.972011
  nChanged 7
		SP:Iteration 30Q (5647.950000 sec): 3 clusters
  Score: Raw -1038556.673415 + Penalty 3003.440188 = -1035553.233227
  nChanged 6
		SP:Iteration 31Q (5647.970000 sec): 3 clusters
  Score: Raw -1038562.274627 + Penalty 3003.440188 = -1035558.834439
  nChanged 7
		SP:Iteration 32Q (5647.990000 sec): 3 clusters
  Score: Raw -1038568.022285 + Penalty 3003.440188 = -1035564.582097
  nChanged 4
		SP:Iteration 33Q (5648.010000 sec): 3 clusters
  Score: Raw -1038570.979668 + Penalty 3003.440188 = -1035567.539480
  nChanged 3
		SP:Iteration 34Q (5648.030000 sec): 3 clusters
  Score: Raw -1038572.850979 + Penalty 3003.440188 = -1035569.410790
  nChanged 3
		SP:Iteration 35Q (5648.060000 sec): 3 clusters
  Score: Raw -1038576.095912 + Penalty 3003.440188 = -1035572.655724
  nChanged 5
		SP:Iteration 36Q (5648.080000 sec): 3 clusters
  Score: Raw -1038579.582455 + Penalty 3003.440188 = -1035576.142267
  nChanged 3
		SP:Iteration 37Q (5648.100000 sec): 3 clusters
  Score: Raw -1038581.635106 + Penalty 3003.440188 = -1035578.194918
  nChanged 4
		SP:Iteration 38Q (5648.120000 sec): 3 clusters
  Score: Raw -1038584.956582 + Penalty 3003.440188 = -1035581.516394
  nChanged 0
		SP:Iteration 39F (5648.140000 sec): 3 clusters
  Score: Raw -1038584.956582 + Penalty 3003.440188 = -1035581.516394
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (36964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5648.250000 sec): 2 clusters
  Score: Raw -3643629.258122 + Penalty 1709.126209 = -3641920.131913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5648.350000 sec): 3 clusters
  Score: Raw -3620636.387073 + Penalty 3418.252417 = -3617218.134656
  nChanged 17118
		SP:Iteration 1F (5648.450000 sec): 3 clusters
  Score: Raw -3630672.463742 + Penalty 3418.252417 = -3627254.211325
  nChanged 2012
		SP:Iteration 2F (5648.540000 sec): 3 clusters
  Score: Raw -3631659.738279 + Penalty 3418.252417 = -3628241.485862
  nChanged 2111
		SP:Iteration 3F (5648.640000 sec): 3 clusters
  Score: Raw -3632815.016250 + Penalty 3418.252417 = -3629396.763833
  nChanged 2217
		SP:Iteration 4F (5648.730000 sec): 3 clusters
  Score: Raw -3634155.295943 + Penalty 3418.252417 = -3630737.043526
  nChanged 2126
		SP:Iteration 5F (5648.830000 sec): 3 clusters
  Score: Raw -3635443.144378 + Penalty 3418.252417 = -3632024.891961
  nChanged 2040
		SP:Iteration 6F (5648.920000 sec): 3 clusters
  Score: Raw -3636719.987823 + Penalty 3418.252417 = -3633301.735406
  nChanged 1857
		SP:Iteration 7F (5649.020000 sec): 3 clusters
  Score: Raw -3637879.661043 + Penalty 3418.252417 = -3634461.408626
  nChanged 1618
		SP:Iteration 8Q (5649.110000 sec): 3 clusters
  Score: Raw -3638943.006414 + Penalty 3418.252417 = -3635524.753997
  nChanged 1391
		SP:Iteration 9Q (5649.200000 sec): 3 clusters
  Score: Raw -3639875.014101 + Penalty 3418.252417 = -3636456.761684
  nChanged 1113
		SP:Iteration 10Q (5649.290000 sec): 3 clusters
  Score: Raw -3640602.298465 + Penalty 3418.252417 = -3637184.046048
  nChanged 924
		SP:Iteration 11Q (5649.380000 sec): 3 clusters
  Score: Raw -3641155.429896 + Penalty 3418.252417 = -3637737.177479
  nChanged 795
		SP:Iteration 12Q (5649.460000 sec): 3 clusters
  Score: Raw -3641583.417844 + Penalty 3418.252417 = -3638165.165427
  nChanged 629
		SP:Iteration 13Q (5649.550000 sec): 3 clusters
  Score: Raw -3641883.250555 + Penalty 3418.252417 = -3638464.998138
  nChanged 556
		SP:Iteration 14Q (5649.630000 sec): 3 clusters
  Score: Raw -3642119.701931 + Penalty 3418.252417 = -3638701.449514
  nChanged 520
		SP:Iteration 15Q (5649.710000 sec): 3 clusters
  Score: Raw -3642341.509955 + Penalty 3418.252417 = -3638923.257538
  nChanged 508
		SP:Iteration 16Q (5649.790000 sec): 3 clusters
  Score: Raw -3642572.305350 + Penalty 3418.252417 = -3639154.052933
  nChanged 458
		SP:Iteration 17Q (5649.870000 sec): 3 clusters
  Score: Raw -3642804.182891 + Penalty 3418.252417 = -3639385.930474
  nChanged 386
		SP:Iteration 18Q (5649.950000 sec): 3 clusters
  Score: Raw -3643002.741697 + Penalty 3418.252417 = -3639584.489279
  nChanged 352
		SP:Iteration 19Q (5650.030000 sec): 3 clusters
  Score: Raw -3643199.570973 + Penalty 3418.252417 = -3639781.318556
  nChanged 318
		SP:Iteration 20F (5650.130000 sec): 3 clusters
  Score: Raw -3643392.148661 + Penalty 3418.252417 = -3639973.896244
  nChanged 284
		SP:Iteration 21Q (5650.200000 sec): 3 clusters
  Score: Raw -3643553.852274 + Penalty 3418.252417 = -3640135.599857
  nChanged 260
		SP:Iteration 22Q (5650.280000 sec): 3 clusters
  Score: Raw -3643685.958616 + Penalty 3418.252417 = -3640267.706198
  nChanged 206
		SP:Iteration 23Q (5650.350000 sec): 3 clusters
  Score: Raw -3643781.452814 + Penalty 3418.252417 = -3640363.200396
  nChanged 162
		SP:Iteration 24Q (5650.420000 sec): 3 clusters
  Score: Raw -3643866.530643 + Penalty 3418.252417 = -3640448.278226
  nChanged 159
		SP:Iteration 25Q (5650.490000 sec): 3 clusters
  Score: Raw -3643959.545713 + Penalty 3418.252417 = -3640541.293296
  nChanged 179
		SP:Iteration 26Q (5650.560000 sec): 3 clusters
  Score: Raw -3644064.929484 + Penalty 3418.252417 = -3640646.677067
  nChanged 172
		SP:Iteration 27Q (5650.630000 sec): 3 clusters
  Score: Raw -3644174.423533 + Penalty 3418.252417 = -3640756.171116
  nChanged 152
		SP:Iteration 28Q (5650.710000 sec): 3 clusters
  Score: Raw -3644282.933423 + Penalty 3418.252417 = -3640864.681006
  nChanged 167
		SP:Iteration 29Q (5650.780000 sec): 3 clusters
  Score: Raw -3644389.292684 + Penalty 3418.252417 = -3640971.040267
  nChanged 151
		SP:Iteration 30Q (5650.850000 sec): 3 clusters
  Score: Raw -3644455.860478 + Penalty 3418.252417 = -3641037.608061
  nChanged 124
		SP:Iteration 31Q (5650.910000 sec): 3 clusters
  Score: Raw -3644505.585883 + Penalty 3418.252417 = -3641087.333466
  nChanged 102
		SP:Iteration 32Q (5650.990000 sec): 3 clusters
  Score: Raw -3644546.592178 + Penalty 3418.252417 = -3641128.339761
  nChanged 96
		SP:Iteration 33Q (5651.050000 sec): 3 clusters
  Score: Raw -3644582.474750 + Penalty 3418.252417 = -3641164.222333
  nChanged 82
		SP:Iteration 34Q (5651.120000 sec): 3 clusters
  Score: Raw -3644608.388881 + Penalty 3418.252417 = -3641190.136463
  nChanged 67
		SP:Iteration 35Q (5651.190000 sec): 3 clusters
  Score: Raw -3644632.306641 + Penalty 3418.252417 = -3641214.054223
  nChanged 66
		SP:Iteration 36Q (5651.260000 sec): 3 clusters
  Score: Raw -3644650.562140 + Penalty 3418.252417 = -3641232.309723
  nChanged 49
		SP:Iteration 37Q (5651.330000 sec): 3 clusters
  Score: Raw -3644663.405372 + Penalty 3418.252417 = -3641245.152955
  nChanged 42
		SP:Iteration 38Q (5651.400000 sec): 3 clusters
  Score: Raw -3644674.683049 + Penalty 3418.252417 = -3641256.430632
  nChanged 44
		SP:Iteration 39Q (5651.470000 sec): 3 clusters
  Score: Raw -3644688.703158 + Penalty 3418.252417 = -3641270.450741
  nChanged 42
		SP:Iteration 40F (5651.560000 sec): 3 clusters
  Score: Raw -3644710.242163 + Penalty 3418.252417 = -3641291.989746
  nChanged 38
		SP:Iteration 41Q (5651.630000 sec): 3 clusters
  Score: Raw -3644722.199693 + Penalty 3418.252417 = -3641303.947276
  nChanged 39
		SP:Iteration 42Q (5651.700000 sec): 3 clusters
  Score: Raw -3644731.704896 + Penalty 3418.252417 = -3641313.452479
  nChanged 34
		SP:Iteration 43Q (5651.770000 sec): 3 clusters
  Score: Raw -3644738.579133 + Penalty 3418.252417 = -3641320.326716
  nChanged 23
		SP:Iteration 44Q (5651.840000 sec): 3 clusters
  Score: Raw -3644744.095581 + Penalty 3418.252417 = -3641325.843164
  nChanged 30
		SP:Iteration 45Q (5651.910000 sec): 3 clusters
  Score: Raw -3644751.094716 + Penalty 3418.252417 = -3641332.842299
  nChanged 27
		SP:Iteration 46Q (5651.980000 sec): 3 clusters
  Score: Raw -3644756.131114 + Penalty 3418.252417 = -3641337.878697
  nChanged 24
		SP:Iteration 47Q (5652.050000 sec): 3 clusters
  Score: Raw -3644760.057904 + Penalty 3418.252417 = -3641341.805487
  nChanged 26
		SP:Iteration 48Q (5652.130000 sec): 3 clusters
  Score: Raw -3644763.592842 + Penalty 3418.252417 = -3641345.340425
  nChanged 17
		SP:Iteration 49Q (5652.190000 sec): 3 clusters
  Score: Raw -3644766.823824 + Penalty 3418.252417 = -3641348.571407
  nChanged 15
		SP:Iteration 50Q (5652.270000 sec): 3 clusters
  Score: Raw -3644769.473391 + Penalty 3418.252417 = -3641351.220974
  nChanged 15
		SP:Iteration 51Q (5652.330000 sec): 3 clusters
  Score: Raw -3644771.488180 + Penalty 3418.252417 = -3641353.235763
  nChanged 6
		SP:Iteration 52Q (5652.410000 sec): 3 clusters
  Score: Raw -3644772.562085 + Penalty 3418.252417 = -3641354.309668
  nChanged 12
		SP:Iteration 53Q (5652.480000 sec): 3 clusters
  Score: Raw -3644775.061697 + Penalty 3418.252417 = -3641356.809280
  nChanged 14
		SP:Iteration 54Q (5652.550000 sec): 3 clusters
  Score: Raw -3644777.423396 + Penalty 3418.252417 = -3641359.170979
  nChanged 18
		SP:Iteration 55Q (5652.620000 sec): 3 clusters
  Score: Raw -3644780.249246 + Penalty 3418.252417 = -3641361.996829
  nChanged 17
		SP:Iteration 56Q (5652.690000 sec): 3 clusters
  Score: Raw -3644783.270471 + Penalty 3418.252417 = -3641365.018054
  nChanged 18
		SP:Iteration 57Q (5652.760000 sec): 3 clusters
  Score: Raw -3644786.430998 + Penalty 3418.252417 = -3641368.178580
  nChanged 21
		SP:Iteration 58Q (5652.830000 sec): 3 clusters
  Score: Raw -3644790.353521 + Penalty 3418.252417 = -3641372.101104
  nChanged 11
		SP:Iteration 59Q (5652.900000 sec): 3 clusters
  Score: Raw -3644792.067516 + Penalty 3418.252417 = -3641373.815099
  nChanged 9
		SP:Iteration 60F (5652.990000 sec): 3 clusters
  Score: Raw -3644793.540715 + Penalty 3418.252417 = -3641375.288298
  nChanged 11
		SP:Iteration 61Q (5653.060000 sec): 3 clusters
  Score: Raw -3644794.922969 + Penalty 3418.252417 = -3641376.670552
  nChanged 11
		SP:Iteration 62Q (5653.130000 sec): 3 clusters
  Score: Raw -3644796.710194 + Penalty 3418.252417 = -3641378.457776
  nChanged 9
		SP:Iteration 63Q (5653.210000 sec): 3 clusters
  Score: Raw -3644797.830015 + Penalty 3418.252417 = -3641379.577598
  nChanged 7
		SP:Iteration 64Q (5653.290000 sec): 3 clusters
  Score: Raw -3644798.913340 + Penalty 3418.252417 = -3641380.660923
  nChanged 2
		SP:Iteration 65Q (5653.360000 sec): 3 clusters
  Score: Raw -3644799.200239 + Penalty 3418.252417 = -3641380.947822
  nChanged 1
		SP:Iteration 66Q (5653.430000 sec): 3 clusters
  Score: Raw -3644799.386965 + Penalty 3418.252417 = -3641381.134548
  nChanged 1
		SP:Iteration 67Q (5653.500000 sec): 3 clusters
  Score: Raw -3644799.648592 + Penalty 3418.252417 = -3641381.396175
  nChanged 3
		SP:Iteration 68Q (5653.570000 sec): 3 clusters
  Score: Raw -3644800.143645 + Penalty 3418.252417 = -3641381.891228
  nChanged 1
		SP:Iteration 69Q (5653.650000 sec): 3 clusters
  Score: Raw -3644800.538600 + Penalty 3418.252417 = -3641382.286182
  nChanged 1
		SP:Iteration 70Q (5653.720000 sec): 3 clusters
  Score: Raw -3644800.620245 + Penalty 3418.252417 = -3641382.367828
  nChanged 1
		SP:Iteration 71Q (5653.790000 sec): 3 clusters
  Score: Raw -3644800.700998 + Penalty 3418.252417 = -3641382.448581
  nChanged 1
		SP:Iteration 72Q (5653.860000 sec): 3 clusters
  Score: Raw -3644800.831486 + Penalty 3418.252417 = -3641382.579069
  nChanged 1
		SP:Iteration 73Q (5653.930000 sec): 3 clusters
  Score: Raw -3644800.918353 + Penalty 3418.252417 = -3641382.665936
  nChanged 0
		SP:Iteration 74F (5654.030000 sec): 3 clusters
  Score: Raw -3644800.918353 + Penalty 3418.252417 = -3641382.665936
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5654.340000 sec): 2 clusters
  Score: Raw -11195131.663568 + Penalty 1888.250407 = -11193243.413161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5654.630000 sec): 3 clusters
  Score: Raw -11122562.341379 + Penalty 3776.500815 = -11118785.840564
  nChanged 53387
		SP:Iteration 1F (5654.910000 sec): 3 clusters
  Score: Raw -11154319.624123 + Penalty 3776.500815 = -11150543.123308
  nChanged 4464
		SP:Iteration 2Q (5655.210000 sec): 3 clusters
  Score: Raw -11155843.166381 + Penalty 3776.500815 = -11152066.665566
  nChanged 5421
		SP:Iteration 3Q (5655.500000 sec): 3 clusters
  Score: Raw -11158110.498238 + Penalty 3776.500815 = -11154333.997423
  nChanged 6383
		SP:Iteration 4F (5655.790000 sec): 3 clusters
  Score: Raw -11161495.153239 + Penalty 3776.500815 = -11157718.652425
  nChanged 7463
		SP:Iteration 5F (5656.070000 sec): 3 clusters
  Score: Raw -11166371.717393 + Penalty 3776.500815 = -11162595.216579
  nChanged 8137
		SP:Iteration 6F (5656.360000 sec): 3 clusters
  Score: Raw -11172599.346047 + Penalty 3776.500815 = -11168822.845232
  nChanged 8025
		SP:Iteration 7F (5656.640000 sec): 3 clusters
  Score: Raw -11179551.808330 + Penalty 3776.500815 = -11175775.307515
  nChanged 6748
		SP:Iteration 8F (5656.930000 sec): 3 clusters
  Score: Raw -11185930.914147 + Penalty 3776.500815 = -11182154.413333
  nChanged 4555
		SP:Iteration 9Q (5657.200000 sec): 3 clusters
  Score: Raw -11190278.510827 + Penalty 3776.500815 = -11186502.010012
  nChanged 2567
		SP:Iteration 10Q (5657.450000 sec): 3 clusters
  Score: Raw -11192643.508837 + Penalty 3776.500815 = -11188867.008023
  nChanged 1459
		SP:Iteration 11Q (5657.680000 sec): 3 clusters
  Score: Raw -11193859.898081 + Penalty 3776.500815 = -11190083.397266
  nChanged 829
		SP:Iteration 12Q (5657.900000 sec): 3 clusters
  Score: Raw -11194451.223768 + Penalty 3776.500815 = -11190674.722954
  nChanged 578
		SP:Iteration 13Q (5658.110000 sec): 3 clusters
  Score: Raw -11194861.561903 + Penalty 3776.500815 = -11191085.061088
  nChanged 403
		SP:Iteration 14Q (5658.310000 sec): 3 clusters
  Score: Raw -11195133.865464 + Penalty 3776.500815 = -11191357.364649
  nChanged 279
		SP:Iteration 15Q (5658.510000 sec): 3 clusters
  Score: Raw -11195320.190868 + Penalty 3776.500815 = -11191543.690054
  nChanged 199
		SP:Iteration 16Q (5658.720000 sec): 3 clusters
  Score: Raw -11195460.229506 + Penalty 3776.500815 = -11191683.728691
  nChanged 135
		SP:Iteration 17Q (5658.920000 sec): 3 clusters
  Score: Raw -11195534.122941 + Penalty 3776.500815 = -11191757.622126
  nChanged 104
		SP:Iteration 18Q (5659.120000 sec): 3 clusters
  Score: Raw -11195579.165242 + Penalty 3776.500815 = -11191802.664428
  nChanged 89
		SP:Iteration 19Q (5659.320000 sec): 3 clusters
  Score: Raw -11195615.671178 + Penalty 3776.500815 = -11191839.170364
  nChanged 79
		SP:Iteration 20F (5659.600000 sec): 3 clusters
  Score: Raw -11195646.744608 + Penalty 3776.500815 = -11191870.243793
  nChanged 56
		SP:Iteration 21Q (5659.790000 sec): 3 clusters
  Score: Raw -11195669.493439 + Penalty 3776.500815 = -11191892.992624
  nChanged 46
		SP:Iteration 22Q (5659.990000 sec): 3 clusters
  Score: Raw -11195686.655027 + Penalty 3776.500815 = -11191910.154212
  nChanged 29
		SP:Iteration 23Q (5660.190000 sec): 3 clusters
  Score: Raw -11195696.446514 + Penalty 3776.500815 = -11191919.945700
  nChanged 23
		SP:Iteration 24Q (5660.380000 sec): 3 clusters
  Score: Raw -11195704.437114 + Penalty 3776.500815 = -11191927.936299
  nChanged 20
		SP:Iteration 25Q (5660.580000 sec): 3 clusters
  Score: Raw -11195710.970496 + Penalty 3776.500815 = -11191934.469681
  nChanged 18
		SP:Iteration 26Q (5660.770000 sec): 3 clusters
  Score: Raw -11195716.002146 + Penalty 3776.500815 = -11191939.501331
  nChanged 13
		SP:Iteration 27Q (5660.970000 sec): 3 clusters
  Score: Raw -11195719.843271 + Penalty 3776.500815 = -11191943.342456
  nChanged 12
		SP:Iteration 28Q (5661.160000 sec): 3 clusters
  Score: Raw -11195723.026284 + Penalty 3776.500815 = -11191946.525469
  nChanged 13
		SP:Iteration 29Q (5661.360000 sec): 3 clusters
  Score: Raw -11195726.068883 + Penalty 3776.500815 = -11191949.568069
  nChanged 5
		SP:Iteration 30Q (5661.560000 sec): 3 clusters
  Score: Raw -11195726.961721 + Penalty 3776.500815 = -11191950.460906
  nChanged 7
		SP:Iteration 31Q (5661.750000 sec): 3 clusters
  Score: Raw -11195729.004446 + Penalty 3776.500815 = -11191952.503631
  nChanged 7
		SP:Iteration 32Q (5661.950000 sec): 3 clusters
  Score: Raw -11195731.037436 + Penalty 3776.500815 = -11191954.536622
  nChanged 5
		SP:Iteration 33Q (5662.140000 sec): 3 clusters
  Score: Raw -11195732.146114 + Penalty 3776.500815 = -11191955.645299
  nChanged 9
		SP:Iteration 34Q (5662.350000 sec): 3 clusters
  Score: Raw -11195734.662128 + Penalty 3776.500815 = -11191958.161313
  nChanged 4
		SP:Iteration 35Q (5662.540000 sec): 3 clusters
  Score: Raw -11195735.771182 + Penalty 3776.500815 = -11191959.270368
  nChanged 6
		SP:Iteration 36Q (5662.740000 sec): 3 clusters
  Score: Raw -11195737.666962 + Penalty 3776.500815 = -11191961.166148
  nChanged 8
		SP:Iteration 37Q (5662.930000 sec): 3 clusters
  Score: Raw -11195739.323215 + Penalty 3776.500815 = -11191962.822401
  nChanged 5
		SP:Iteration 38Q (5663.130000 sec): 3 clusters
  Score: Raw -11195740.800062 + Penalty 3776.500815 = -11191964.299247
  nChanged 8
		SP:Iteration 39Q (5663.330000 sec): 3 clusters
  Score: Raw -11195742.965289 + Penalty 3776.500815 = -11191966.464475
  nChanged 3
		SP:Iteration 40F (5663.610000 sec): 3 clusters
  Score: Raw -11195743.335156 + Penalty 3776.500815 = -11191966.834342
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5663.670000 sec): 2 clusters
  Score: Raw -515473.910118 + Penalty 1400.503884 = -514073.406233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5663.690000 sec): 3 clusters
  Score: Raw -512647.953618 + Penalty 2801.007769 = -509846.945849
  nChanged 2288
		SP:Iteration 1F (5663.700000 sec): 3 clusters
  Score: Raw -514042.393122 + Penalty 2801.007769 = -511241.385353
  nChanged 485
		SP:Iteration 2F (5663.720000 sec): 3 clusters
  Score: Raw -514378.225483 + Penalty 2801.007769 = -511577.217714
  nChanged 369
		SP:Iteration 3F (5663.730000 sec): 3 clusters
  Score: Raw -514632.471941 + Penalty 2801.007769 = -511831.464172
  nChanged 306
		SP:Iteration 4F (5663.740000 sec): 3 clusters
  Score: Raw -514859.136990 + Penalty 2801.007769 = -512058.129221
  nChanged 288
		SP:Iteration 5F (5663.760000 sec): 3 clusters
  Score: Raw -515106.023280 + Penalty 2801.007769 = -512305.015511
  nChanged 248
		SP:Iteration 6Q (5663.770000 sec): 3 clusters
  Score: Raw -515292.232259 + Penalty 2801.007769 = -512491.224490
  nChanged 202
		SP:Iteration 7Q (5663.790000 sec): 3 clusters
  Score: Raw -515419.402699 + Penalty 2801.007769 = -512618.394930
  nChanged 176
		SP:Iteration 8Q (5663.800000 sec): 3 clusters
  Score: Raw -515523.039932 + Penalty 2801.007769 = -512722.032163
  nChanged 152
		SP:Iteration 9Q (5663.810000 sec): 3 clusters
  Score: Raw -515605.906029 + Penalty 2801.007769 = -512804.898260
  nChanged 119
		SP:Iteration 10Q (5663.820000 sec): 3 clusters
  Score: Raw -515681.139982 + Penalty 2801.007769 = -512880.132213
  nChanged 107
		SP:Iteration 11Q (5663.840000 sec): 3 clusters
  Score: Raw -515733.143540 + Penalty 2801.007769 = -512932.135771
  nChanged 77
		SP:Iteration 12Q (5663.850000 sec): 3 clusters
  Score: Raw -515770.601634 + Penalty 2801.007769 = -512969.593865
  nChanged 68
		SP:Iteration 13Q (5663.860000 sec): 3 clusters
  Score: Raw -515802.903548 + Penalty 2801.007769 = -513001.895779
  nChanged 61
		SP:Iteration 14Q (5663.870000 sec): 3 clusters
  Score: Raw -515837.856103 + Penalty 2801.007769 = -513036.848334
  nChanged 52
		SP:Iteration 15Q (5663.890000 sec): 3 clusters
  Score: Raw -515862.214941 + Penalty 2801.007769 = -513061.207172
  nChanged 54
		SP:Iteration 16Q (5663.900000 sec): 3 clusters
  Score: Raw -515886.252831 + Penalty 2801.007769 = -513085.245062
  nChanged 45
		SP:Iteration 17Q (5663.910000 sec): 3 clusters
  Score: Raw -515904.000202 + Penalty 2801.007769 = -513102.992433
  nChanged 38
		SP:Iteration 18Q (5663.930000 sec): 3 clusters
  Score: Raw -515920.652889 + Penalty 2801.007769 = -513119.645120
  nChanged 43
		SP:Iteration 19Q (5663.940000 sec): 3 clusters
  Score: Raw -515943.030689 + Penalty 2801.007769 = -513142.022920
  nChanged 51
		SP:Iteration 20F (5663.950000 sec): 3 clusters
  Score: Raw -515976.982707 + Penalty 2801.007769 = -513175.974938
  nChanged 57
		SP:Iteration 21Q (5663.970000 sec): 3 clusters
  Score: Raw -516011.264809 + Penalty 2801.007769 = -513210.257040
  nChanged 65
		SP:Iteration 22Q (5663.980000 sec): 3 clusters
  Score: Raw -516050.345172 + Penalty 2801.007769 = -513249.337403
  nChanged 63
		SP:Iteration 23Q (5663.990000 sec): 3 clusters
  Score: Raw -516090.479731 + Penalty 2801.007769 = -513289.471962
  nChanged 55
		SP:Iteration 24Q (5664.000000 sec): 3 clusters
  Score: Raw -516122.793871 + Penalty 2801.007769 = -513321.786102
  nChanged 49
		SP:Iteration 25Q (5664.010000 sec): 3 clusters
  Score: Raw -516153.973644 + Penalty 2801.007769 = -513352.965875
  nChanged 60
		SP:Iteration 26Q (5664.030000 sec): 3 clusters
  Score: Raw -516190.478577 + Penalty 2801.007769 = -513389.470808
  nChanged 48
		SP:Iteration 27Q (5664.040000 sec): 3 clusters
  Score: Raw -516221.884870 + Penalty 2801.007769 = -513420.877101
  nChanged 50
		SP:Iteration 28Q (5664.050000 sec): 3 clusters
  Score: Raw -516252.558312 + Penalty 2801.007769 = -513451.550543
  nChanged 42
		SP:Iteration 29Q (5664.060000 sec): 3 clusters
  Score: Raw -516282.244523 + Penalty 2801.007769 = -513481.236754
  nChanged 48
		SP:Iteration 30Q (5664.070000 sec): 3 clusters
  Score: Raw -516308.184945 + Penalty 2801.007769 = -513507.177177
  nChanged 46
		SP:Iteration 31Q (5664.090000 sec): 3 clusters
  Score: Raw -516331.747974 + Penalty 2801.007769 = -513530.740205
  nChanged 45
		SP:Iteration 32Q (5664.100000 sec): 3 clusters
  Score: Raw -516359.956071 + Penalty 2801.007769 = -513558.948302
  nChanged 35
		SP:Iteration 33Q (5664.110000 sec): 3 clusters
  Score: Raw -516380.952210 + Penalty 2801.007769 = -513579.944441
  nChanged 33
		SP:Iteration 34Q (5664.120000 sec): 3 clusters
  Score: Raw -516398.786318 + Penalty 2801.007769 = -513597.778549
  nChanged 32
		SP:Iteration 35Q (5664.130000 sec): 3 clusters
  Score: Raw -516417.714977 + Penalty 2801.007769 = -513616.707208
  nChanged 34
		SP:Iteration 36Q (5664.140000 sec): 3 clusters
  Score: Raw -516435.420481 + Penalty 2801.007769 = -513634.412712
  nChanged 27
		SP:Iteration 37Q (5664.150000 sec): 3 clusters
  Score: Raw -516450.187064 + Penalty 2801.007769 = -513649.179295
  nChanged 26
		SP:Iteration 38Q (5664.170000 sec): 3 clusters
  Score: Raw -516466.312138 + Penalty 2801.007769 = -513665.304369
  nChanged 30
		SP:Iteration 39Q (5664.180000 sec): 3 clusters
  Score: Raw -516489.401625 + Penalty 2801.007769 = -513688.393856
  nChanged 29
		SP:Iteration 40F (5664.190000 sec): 3 clusters
  Score: Raw -516510.157127 + Penalty 2801.007769 = -513709.149358
  nChanged 23
		SP:Iteration 41Q (5664.200000 sec): 3 clusters
  Score: Raw -516525.627498 + Penalty 2801.007769 = -513724.619729
  nChanged 20
		SP:Iteration 42Q (5664.210000 sec): 3 clusters
  Score: Raw -516536.570375 + Penalty 2801.007769 = -513735.562606
  nChanged 19
		SP:Iteration 43Q (5664.220000 sec): 3 clusters
  Score: Raw -516545.802597 + Penalty 2801.007769 = -513744.794828
  nChanged 14
		SP:Iteration 44Q (5664.230000 sec): 3 clusters
  Score: Raw -516551.667404 + Penalty 2801.007769 = -513750.659635
  nChanged 10
		SP:Iteration 45Q (5664.240000 sec): 3 clusters
  Score: Raw -516555.925014 + Penalty 2801.007769 = -513754.917245
  nChanged 9
		SP:Iteration 46Q (5664.250000 sec): 3 clusters
  Score: Raw -516559.415288 + Penalty 2801.007769 = -513758.407519
  nChanged 10
		SP:Iteration 47Q (5664.270000 sec): 3 clusters
  Score: Raw -516563.759747 + Penalty 2801.007769 = -513762.751978
  nChanged 9
		SP:Iteration 48Q (5664.270000 sec): 3 clusters
  Score: Raw -516569.428110 + Penalty 2801.007769 = -513768.420341
  nChanged 9
		SP:Iteration 49Q (5664.290000 sec): 3 clusters
  Score: Raw -516573.426156 + Penalty 2801.007769 = -513772.418387
  nChanged 10
		SP:Iteration 50Q (5664.300000 sec): 3 clusters
  Score: Raw -516577.937226 + Penalty 2801.007769 = -513776.929457
  nChanged 5
		SP:Iteration 51Q (5664.310000 sec): 3 clusters
  Score: Raw -516579.905155 + Penalty 2801.007769 = -513778.897386
  nChanged 3
		SP:Iteration 52Q (5664.320000 sec): 3 clusters
  Score: Raw -516580.302483 + Penalty 2801.007769 = -513779.294714
  nChanged 0
		SP:Iteration 53F (5664.330000 sec): 3 clusters
  Score: Raw -516580.302483 + Penalty 2801.007769 = -513779.294714
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (118922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5664.680000 sec): 2 clusters
  Score: Raw -12223512.340778 + Penalty 1899.011253 = -12221613.329525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5664.990000 sec): 3 clusters
  Score: Raw -12145776.074118 + Penalty 3798.022506 = -12141978.051612
  nChanged 57221
		SP:Iteration 1F (5665.300000 sec): 3 clusters
  Score: Raw -12179956.783944 + Penalty 3798.022506 = -12176158.761438
  nChanged 4432
		SP:Iteration 2Q (5665.620000 sec): 3 clusters
  Score: Raw -12181625.591936 + Penalty 3798.022506 = -12177827.569430
  nChanged 5313
		SP:Iteration 3Q (5665.930000 sec): 3 clusters
  Score: Raw -12183934.369943 + Penalty 3798.022506 = -12180136.347437
  nChanged 6308
		SP:Iteration 4F (5666.240000 sec): 3 clusters
  Score: Raw -12187071.547784 + Penalty 3798.022506 = -12183273.525278
  nChanged 7211
		SP:Iteration 5F (5666.550000 sec): 3 clusters
  Score: Raw -12191091.001371 + Penalty 3798.022506 = -12187292.978865
  nChanged 7839
		SP:Iteration 6F (5666.860000 sec): 3 clusters
  Score: Raw -12195509.343665 + Penalty 3798.022506 = -12191711.321159
  nChanged 7492
		SP:Iteration 7F (5667.170000 sec): 3 clusters
  Score: Raw -12199372.091593 + Penalty 3798.022506 = -12195574.069087
  nChanged 6318
		SP:Iteration 8F (5667.470000 sec): 3 clusters
  Score: Raw -12202101.270824 + Penalty 3798.022506 = -12198303.248318
  nChanged 4941
		SP:Iteration 9Q (5667.790000 sec): 3 clusters
  Score: Raw -12203726.444686 + Penalty 3798.022506 = -12199928.422180
  nChanged 3567
		SP:Iteration 10Q (5668.110000 sec): 3 clusters
  Score: Raw -12204675.235218 + Penalty 3798.022506 = -12200877.212712
  nChanged 2769
		SP:Iteration 11Q (5668.420000 sec): 3 clusters
  Score: Raw -12205324.944932 + Penalty 3798.022506 = -12201526.922427
  nChanged 2253
		SP:Iteration 12Q (5668.740000 sec): 3 clusters
  Score: Raw -12205874.139930 + Penalty 3798.022506 = -12202076.117424
  nChanged 2396
		SP:Iteration 13Q (5669.050000 sec): 3 clusters
  Score: Raw -12206516.762418 + Penalty 3798.022506 = -12202718.739912
  nChanged 2613
		SP:Iteration 14Q (5669.360000 sec): 3 clusters
  Score: Raw -12207284.804230 + Penalty 3798.022506 = -12203486.781724
  nChanged 2938
		SP:Iteration 15Q (5669.670000 sec): 3 clusters
  Score: Raw -12208278.779614 + Penalty 3798.022506 = -12204480.757108
  nChanged 3204
		SP:Iteration 16Q (5669.990000 sec): 3 clusters
  Score: Raw -12209534.948166 + Penalty 3798.022506 = -12205736.925660
  nChanged 3449
		SP:Iteration 17Q (5670.290000 sec): 3 clusters
  Score: Raw -12211107.810241 + Penalty 3798.022506 = -12207309.787735
  nChanged 3616
		SP:Iteration 18Q (5670.610000 sec): 3 clusters
  Score: Raw -12213000.554331 + Penalty 3798.022506 = -12209202.531825
  nChanged 3501
		SP:Iteration 19Q (5670.910000 sec): 3 clusters
  Score: Raw -12215068.862340 + Penalty 3798.022506 = -12211270.839834
  nChanged 3301
		SP:Iteration 20F (5671.220000 sec): 3 clusters
  Score: Raw -12217156.962429 + Penalty 3798.022506 = -12213358.939924
  nChanged 2868
		SP:Iteration 21Q (5671.510000 sec): 3 clusters
  Score: Raw -12219085.550626 + Penalty 3798.022506 = -12215287.528120
  nChanged 2283
		SP:Iteration 22Q (5671.800000 sec): 3 clusters
  Score: Raw -12220700.998663 + Penalty 3798.022506 = -12216902.976157
  nChanged 1663
		SP:Iteration 23Q (5672.070000 sec): 3 clusters
  Score: Raw -12221913.865441 + Penalty 3798.022506 = -12218115.842935
  nChanged 1082
		SP:Iteration 24Q (5672.330000 sec): 3 clusters
  Score: Raw -12222692.079174 + Penalty 3798.022506 = -12218894.056668
  nChanged 642
		SP:Iteration 25Q (5672.580000 sec): 3 clusters
  Score: Raw -12223138.942928 + Penalty 3798.022506 = -12219340.920422
  nChanged 351
		SP:Iteration 26Q (5672.810000 sec): 3 clusters
  Score: Raw -12223392.158062 + Penalty 3798.022506 = -12219594.135556
  nChanged 208
		SP:Iteration 27Q (5673.040000 sec): 3 clusters
  Score: Raw -12223530.311955 + Penalty 3798.022506 = -12219732.289449
  nChanged 125
		SP:Iteration 28Q (5673.260000 sec): 3 clusters
  Score: Raw -12223627.385666 + Penalty 3798.022506 = -12219829.363160
  nChanged 97
		SP:Iteration 29Q (5673.470000 sec): 3 clusters
  Score: Raw -12223690.242476 + Penalty 3798.022506 = -12219892.219970
  nChanged 59
		SP:Iteration 30Q (5673.690000 sec): 3 clusters
  Score: Raw -12223732.444228 + Penalty 3798.022506 = -12219934.421722
  nChanged 42
		SP:Iteration 31Q (5673.900000 sec): 3 clusters
  Score: Raw -12223760.947511 + Penalty 3798.022506 = -12219962.925005
  nChanged 29
		SP:Iteration 32Q (5674.120000 sec): 3 clusters
  Score: Raw -12223782.472546 + Penalty 3798.022506 = -12219984.450040
  nChanged 25
		SP:Iteration 33Q (5674.330000 sec): 3 clusters
  Score: Raw -12223801.891861 + Penalty 3798.022506 = -12220003.869355
  nChanged 27
		SP:Iteration 34Q (5674.540000 sec): 3 clusters
  Score: Raw -12223819.976687 + Penalty 3798.022506 = -12220021.954181
  nChanged 17
		SP:Iteration 35Q (5674.750000 sec): 3 clusters
  Score: Raw -12223834.094196 + Penalty 3798.022506 = -12220036.071690
  nChanged 18
		SP:Iteration 36Q (5674.960000 sec): 3 clusters
  Score: Raw -12223845.600952 + Penalty 3798.022506 = -12220047.578446
  nChanged 10
		SP:Iteration 37Q (5675.180000 sec): 3 clusters
  Score: Raw -12223850.205397 + Penalty 3798.022506 = -12220052.182891
  nChanged 10
		SP:Iteration 38Q (5675.380000 sec): 3 clusters
  Score: Raw -12223857.217665 + Penalty 3798.022506 = -12220059.195159
  nChanged 11
		SP:Iteration 39Q (5675.600000 sec): 3 clusters
  Score: Raw -12223864.026960 + Penalty 3798.022506 = -12220066.004454
  nChanged 5
		SP:Iteration 40F (5675.900000 sec): 3 clusters
  Score: Raw -12223867.153489 + Penalty 3798.022506 = -12220069.130983
  nChanged 2
		SP:Iteration 41Q (5676.120000 sec): 3 clusters
  Score: Raw -12223868.534900 + Penalty 3798.022506 = -12220070.512394
  nChanged 3
		SP:Iteration 42Q (5676.320000 sec): 3 clusters
  Score: Raw -12223869.763971 + Penalty 3798.022506 = -12220071.741465
  nChanged 2
		SP:Iteration 43Q (5676.540000 sec): 3 clusters
  Score: Raw -12223870.901668 + Penalty 3798.022506 = -12220072.879162
  nChanged 3
		SP:Iteration 44Q (5676.750000 sec): 3 clusters
  Score: Raw -12223872.491271 + Penalty 3798.022506 = -12220074.468765
  nChanged 1
		SP:Iteration 45Q (5676.960000 sec): 3 clusters
  Score: Raw -12223873.231812 + Penalty 3798.022506 = -12220075.209306
  nChanged 0
		SP:Iteration 46F (5677.260000 sec): 3 clusters
  Score: Raw -12223873.231812 + Penalty 3798.022506 = -12220075.209306
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5677.330000 sec): 2 clusters
  Score: Raw -84821.094204 + Penalty 1143.088039 = -83678.006165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5677.330000 sec): 3 clusters
  Score: Raw -84463.024901 + Penalty 2286.176077 = -82176.848824
  nChanged 374
		SP:Iteration 1F (5677.330000 sec): 3 clusters
  Score: Raw -84977.565318 + Penalty 2286.176077 = -82691.389241
  nChanged 116
		SP:Iteration 2F (5677.340000 sec): 3 clusters
  Score: Raw -85172.067533 + Penalty 2286.176077 = -82885.891455
  nChanged 77
		SP:Iteration 3F (5677.340000 sec): 3 clusters
  Score: Raw -85275.959009 + Penalty 2286.176077 = -82989.782932
  nChanged 56
		SP:Iteration 4Q (5677.340000 sec): 3 clusters
  Score: Raw -85355.533661 + Penalty 2286.176077 = -83069.357584
  nChanged 37
		SP:Iteration 5Q (5677.340000 sec): 3 clusters
  Score: Raw -85404.168237 + Penalty 2286.176077 = -83117.992160
  nChanged 33
		SP:Iteration 6Q (5677.350000 sec): 3 clusters
  Score: Raw -85445.560893 + Penalty 2286.176077 = -83159.384815
  nChanged 16
		SP:Iteration 7Q (5677.350000 sec): 3 clusters
  Score: Raw -85466.980222 + Penalty 2286.176077 = -83180.804145
  nChanged 18
		SP:Iteration 8Q (5677.350000 sec): 3 clusters
  Score: Raw -85482.027826 + Penalty 2286.176077 = -83195.851749
  nChanged 9
		SP:Iteration 9Q (5677.350000 sec): 3 clusters
  Score: Raw -85493.495662 + Penalty 2286.176077 = -83207.319585
  nChanged 12
		SP:Iteration 10Q (5677.360000 sec): 3 clusters
  Score: Raw -85506.701575 + Penalty 2286.176077 = -83220.525498
  nChanged 9
		SP:Iteration 11Q (5677.360000 sec): 3 clusters
  Score: Raw -85517.048523 + Penalty 2286.176077 = -83230.872446
  nChanged 5
		SP:Iteration 12Q (5677.360000 sec): 3 clusters
  Score: Raw -85524.544621 + Penalty 2286.176077 = -83238.368544
  nChanged 5
		SP:Iteration 13Q (5677.360000 sec): 3 clusters
  Score: Raw -85528.743944 + Penalty 2286.176077 = -83242.567867
  nChanged 8
		SP:Iteration 14Q (5677.370000 sec): 3 clusters
  Score: Raw -85537.016693 + Penalty 2286.176077 = -83250.840615
  nChanged 6
		SP:Iteration 15Q (5677.370000 sec): 3 clusters
  Score: Raw -85542.482984 + Penalty 2286.176077 = -83256.306907
  nChanged 4
		SP:Iteration 16Q (5677.370000 sec): 3 clusters
  Score: Raw -85546.300702 + Penalty 2286.176077 = -83260.124625
  nChanged 9
		SP:Iteration 17Q (5677.370000 sec): 3 clusters
  Score: Raw -85560.425945 + Penalty 2286.176077 = -83274.249868
  nChanged 7
		SP:Iteration 18Q (5677.380000 sec): 3 clusters
  Score: Raw -85570.826875 + Penalty 2286.176077 = -83284.650798
  nChanged 8
		SP:Iteration 19Q (5677.380000 sec): 3 clusters
  Score: Raw -85576.551788 + Penalty 2286.176077 = -83290.375710
  nChanged 2
		SP:Iteration 20F (5677.380000 sec): 3 clusters
  Score: Raw -85578.338957 + Penalty 2286.176077 = -83292.162880
  nChanged 2
		SP:Iteration 21Q (5677.380000 sec): 3 clusters
  Score: Raw -85579.932323 + Penalty 2286.176077 = -83293.756246
  nChanged 1
		SP:Iteration 22Q (5677.390000 sec): 3 clusters
  Score: Raw -85580.570789 + Penalty 2286.176077 = -83294.394712
  nChanged 0
		SP:Iteration 23F (5677.390000 sec): 3 clusters
  Score: Raw -85580.570789 + Penalty 2286.176077 = -83294.394712
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5677.400000 sec): 2 clusters
  Score: Raw -429693.454647 + Penalty 1372.146283 = -428321.308364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5677.420000 sec): 3 clusters
  Score: Raw -427315.475335 + Penalty 2744.292567 = -424571.182768
  nChanged 1859
		SP:Iteration 1F (5677.430000 sec): 3 clusters
  Score: Raw -428433.483722 + Penalty 2744.292567 = -425689.191155
  nChanged 393
		SP:Iteration 2F (5677.440000 sec): 3 clusters
  Score: Raw -428731.569898 + Penalty 2744.292567 = -425987.277331
  nChanged 298
		SP:Iteration 3F (5677.450000 sec): 3 clusters
  Score: Raw -428956.612004 + Penalty 2744.292567 = -426212.319437
  nChanged 265
		SP:Iteration 4F (5677.460000 sec): 3 clusters
  Score: Raw -429139.084969 + Penalty 2744.292567 = -426394.792402
  nChanged 209
		SP:Iteration 5Q (5677.470000 sec): 3 clusters
  Score: Raw -429273.129419 + Penalty 2744.292567 = -426528.836852
  nChanged 158
		SP:Iteration 6Q (5677.480000 sec): 3 clusters
  Score: Raw -429372.861702 + Penalty 2744.292567 = -426628.569135
  nChanged 151
		SP:Iteration 7Q (5677.500000 sec): 3 clusters
  Score: Raw -429440.243655 + Penalty 2744.292567 = -426695.951088
  nChanged 122
		SP:Iteration 8Q (5677.510000 sec): 3 clusters
  Score: Raw -429500.780224 + Penalty 2744.292567 = -426756.487657
  nChanged 110
		SP:Iteration 9Q (5677.520000 sec): 3 clusters
  Score: Raw -429550.204203 + Penalty 2744.292567 = -426805.911637
  nChanged 73
		SP:Iteration 10Q (5677.530000 sec): 3 clusters
  Score: Raw -429580.490378 + Penalty 2744.292567 = -426836.197811
  nChanged 69
		SP:Iteration 11Q (5677.540000 sec): 3 clusters
  Score: Raw -429606.263705 + Penalty 2744.292567 = -426861.971138
  nChanged 65
		SP:Iteration 12Q (5677.550000 sec): 3 clusters
  Score: Raw -429632.267859 + Penalty 2744.292567 = -426887.975292
  nChanged 52
		SP:Iteration 13Q (5677.560000 sec): 3 clusters
  Score: Raw -429648.042363 + Penalty 2744.292567 = -426903.749796
  nChanged 43
		SP:Iteration 14Q (5677.570000 sec): 3 clusters
  Score: Raw -429662.977254 + Penalty 2744.292567 = -426918.684687
  nChanged 41
		SP:Iteration 15Q (5677.580000 sec): 3 clusters
  Score: Raw -429683.299803 + Penalty 2744.292567 = -426939.007236
  nChanged 47
		SP:Iteration 16Q (5677.600000 sec): 3 clusters
  Score: Raw -429709.637449 + Penalty 2744.292567 = -426965.344882
  nChanged 42
		SP:Iteration 17Q (5677.600000 sec): 3 clusters
  Score: Raw -429735.741212 + Penalty 2744.292567 = -426991.448645
  nChanged 56
		SP:Iteration 18Q (5677.620000 sec): 3 clusters
  Score: Raw -429773.432166 + Penalty 2744.292567 = -427029.139599
  nChanged 57
		SP:Iteration 19Q (5677.630000 sec): 3 clusters
  Score: Raw -429813.801791 + Penalty 2744.292567 = -427069.509224
  nChanged 74
		SP:Iteration 20F (5677.640000 sec): 3 clusters
  Score: Raw -429873.231627 + Penalty 2744.292567 = -427128.939060
  nChanged 89
		SP:Iteration 21Q (5677.650000 sec): 3 clusters
  Score: Raw -429920.063870 + Penalty 2744.292567 = -427175.771303
  nChanged 82
		SP:Iteration 22Q (5677.660000 sec): 3 clusters
  Score: Raw -429958.751039 + Penalty 2744.292567 = -427214.458472
  nChanged 71
		SP:Iteration 23Q (5677.670000 sec): 3 clusters
  Score: Raw -429988.052812 + Penalty 2744.292567 = -427243.760245
  nChanged 67
		SP:Iteration 24Q (5677.680000 sec): 3 clusters
  Score: Raw -430018.744686 + Penalty 2744.292567 = -427274.452119
  nChanged 83
		SP:Iteration 25Q (5677.700000 sec): 3 clusters
  Score: Raw -430070.206525 + Penalty 2744.292567 = -427325.913958
  nChanged 112
		SP:Iteration 26Q (5677.700000 sec): 3 clusters
  Score: Raw -430144.969757 + Penalty 2744.292567 = -427400.677190
  nChanged 108
		SP:Iteration 27Q (5677.720000 sec): 3 clusters
  Score: Raw -430220.082649 + Penalty 2744.292567 = -427475.790082
  nChanged 104
		SP:Iteration 28Q (5677.730000 sec): 3 clusters
  Score: Raw -430286.045168 + Penalty 2744.292567 = -427541.752601
  nChanged 97
		SP:Iteration 29Q (5677.740000 sec): 3 clusters
  Score: Raw -430342.687602 + Penalty 2744.292567 = -427598.395036
  nChanged 105
		SP:Iteration 30Q (5677.750000 sec): 3 clusters
  Score: Raw -430410.756277 + Penalty 2744.292567 = -427666.463710
  nChanged 95
		SP:Iteration 31Q (5677.760000 sec): 3 clusters
  Score: Raw -430470.826444 + Penalty 2744.292567 = -427726.533877
  nChanged 82
		SP:Iteration 32Q (5677.770000 sec): 3 clusters
  Score: Raw -430514.585645 + Penalty 2744.292567 = -427770.293078
  nChanged 62
		SP:Iteration 33Q (5677.780000 sec): 3 clusters
  Score: Raw -430545.349649 + Penalty 2744.292567 = -427801.057082
  nChanged 53
		SP:Iteration 34Q (5677.790000 sec): 3 clusters
  Score: Raw -430575.798694 + Penalty 2744.292567 = -427831.506127
  nChanged 46
		SP:Iteration 35Q (5677.800000 sec): 3 clusters
  Score: Raw -430598.377077 + Penalty 2744.292567 = -427854.084510
  nChanged 42
		SP:Iteration 36Q (5677.810000 sec): 3 clusters
  Score: Raw -430620.123174 + Penalty 2744.292567 = -427875.830607
  nChanged 42
		SP:Iteration 37Q (5677.820000 sec): 3 clusters
  Score: Raw -430640.250532 + Penalty 2744.292567 = -427895.957965
  nChanged 37
		SP:Iteration 38Q (5677.830000 sec): 3 clusters
  Score: Raw -430652.979192 + Penalty 2744.292567 = -427908.686625
  nChanged 32
		SP:Iteration 39Q (5677.840000 sec): 3 clusters
  Score: Raw -430665.304954 + Penalty 2744.292567 = -427921.012387
  nChanged 29
		SP:Iteration 40F (5677.850000 sec): 3 clusters
  Score: Raw -430676.769667 + Penalty 2744.292567 = -427932.477100
  nChanged 20
		SP:Iteration 41Q (5677.860000 sec): 3 clusters
  Score: Raw -430684.535130 + Penalty 2744.292567 = -427940.242563
  nChanged 17
		SP:Iteration 42Q (5677.870000 sec): 3 clusters
  Score: Raw -430689.030500 + Penalty 2744.292567 = -427944.737933
  nChanged 9
		SP:Iteration 43Q (5677.880000 sec): 3 clusters
  Score: Raw -430691.353897 + Penalty 2744.292567 = -427947.061330
  nChanged 8
		SP:Iteration 44Q (5677.890000 sec): 3 clusters
  Score: Raw -430692.999183 + Penalty 2744.292567 = -427948.706616
  nChanged 2
		SP:Iteration 45Q (5677.900000 sec): 3 clusters
  Score: Raw -430693.581171 + Penalty 2744.292567 = -427949.288604
  nChanged 4
		SP:Iteration 46Q (5677.910000 sec): 3 clusters
  Score: Raw -430694.845925 + Penalty 2744.292567 = -427950.553358
  nChanged 4
		SP:Iteration 47Q (5677.920000 sec): 3 clusters
  Score: Raw -430695.643649 + Penalty 2744.292567 = -427951.351082
  nChanged 2
		SP:Iteration 48Q (5677.930000 sec): 3 clusters
  Score: Raw -430695.989772 + Penalty 2744.292567 = -427951.697205
  nChanged 3
		SP:Iteration 49Q (5677.940000 sec): 3 clusters
  Score: Raw -430696.443109 + Penalty 2744.292567 = -427952.150542
  nChanged 4
		SP:Iteration 50Q (5677.950000 sec): 3 clusters
  Score: Raw -430696.830500 + Penalty 2744.292567 = -427952.537933
  nChanged 2
		SP:Iteration 51Q (5677.960000 sec): 3 clusters
  Score: Raw -430697.027139 + Penalty 2744.292567 = -427952.734572
  nChanged 1
		SP:Iteration 52Q (5677.970000 sec): 3 clusters
  Score: Raw -430697.387248 + Penalty 2744.292567 = -427953.094681
  nChanged 0
		SP:Iteration 53F (5677.980000 sec): 3 clusters
  Score: Raw -430697.387248 + Penalty 2744.292567 = -427953.094681
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (10867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5678.010000 sec): 2 clusters
  Score: Raw -1024957.803616 + Penalty 1510.191467 = -1023447.612149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5678.040000 sec): 3 clusters
  Score: Raw -1018834.289221 + Penalty 3020.382935 = -1015813.906286
  nChanged 4666
		SP:Iteration 1F (5678.070000 sec): 3 clusters
  Score: Raw -1021292.010641 + Penalty 3020.382935 = -1018271.627706
  nChanged 671
		SP:Iteration 2F (5678.100000 sec): 3 clusters
  Score: Raw -1021605.474681 + Penalty 3020.382935 = -1018585.091747
  nChanged 588
		SP:Iteration 3F (5678.120000 sec): 3 clusters
  Score: Raw -1021883.973813 + Penalty 3020.382935 = -1018863.590878
  nChanged 520
		SP:Iteration 4Q (5678.150000 sec): 3 clusters
  Score: Raw -1022127.301994 + Penalty 3020.382935 = -1019106.919060
  nChanged 496
		SP:Iteration 5Q (5678.180000 sec): 3 clusters
  Score: Raw -1022415.694978 + Penalty 3020.382935 = -1019395.312043
  nChanged 515
		SP:Iteration 6Q (5678.200000 sec): 3 clusters
  Score: Raw -1022702.884341 + Penalty 3020.382935 = -1019682.501406
  nChanged 510
		SP:Iteration 7Q (5678.230000 sec): 3 clusters
  Score: Raw -1022998.833281 + Penalty 3020.382935 = -1019978.450346
  nChanged 484
		SP:Iteration 8Q (5678.260000 sec): 3 clusters
  Score: Raw -1023291.545343 + Penalty 3020.382935 = -1020271.162408
  nChanged 441
		SP:Iteration 9Q (5678.280000 sec): 3 clusters
  Score: Raw -1023561.672679 + Penalty 3020.382935 = -1020541.289745
  nChanged 404
		SP:Iteration 10Q (5678.310000 sec): 3 clusters
  Score: Raw -1023808.625085 + Penalty 3020.382935 = -1020788.242150
  nChanged 348
		SP:Iteration 11Q (5678.340000 sec): 3 clusters
  Score: Raw -1024024.552225 + Penalty 3020.382935 = -1021004.169290
  nChanged 311
		SP:Iteration 12Q (5678.360000 sec): 3 clusters
  Score: Raw -1024220.442569 + Penalty 3020.382935 = -1021200.059634
  nChanged 278
		SP:Iteration 13Q (5678.390000 sec): 3 clusters
  Score: Raw -1024403.014852 + Penalty 3020.382935 = -1021382.631917
  nChanged 252
		SP:Iteration 14Q (5678.410000 sec): 3 clusters
  Score: Raw -1024544.552751 + Penalty 3020.382935 = -1021524.169816
  nChanged 218
		SP:Iteration 15Q (5678.440000 sec): 3 clusters
  Score: Raw -1024652.355528 + Penalty 3020.382935 = -1021631.972593
  nChanged 187
		SP:Iteration 16Q (5678.460000 sec): 3 clusters
  Score: Raw -1024733.066104 + Penalty 3020.382935 = -1021712.683169
  nChanged 147
		SP:Iteration 17Q (5678.480000 sec): 3 clusters
  Score: Raw -1024797.677327 + Penalty 3020.382935 = -1021777.294392
  nChanged 123
		SP:Iteration 18Q (5678.510000 sec): 3 clusters
  Score: Raw -1024848.197617 + Penalty 3020.382935 = -1021827.814683
  nChanged 117
		SP:Iteration 19Q (5678.530000 sec): 3 clusters
  Score: Raw -1024894.267806 + Penalty 3020.382935 = -1021873.884871
  nChanged 91
		SP:Iteration 20F (5678.560000 sec): 3 clusters
  Score: Raw -1024931.243750 + Penalty 3020.382935 = -1021910.860816
  nChanged 86
		SP:Iteration 21Q (5678.580000 sec): 3 clusters
  Score: Raw -1024966.934425 + Penalty 3020.382935 = -1021946.551490
  nChanged 80
		SP:Iteration 22Q (5678.610000 sec): 3 clusters
  Score: Raw -1025006.420288 + Penalty 3020.382935 = -1021986.037353
  nChanged 88
		SP:Iteration 23Q (5678.630000 sec): 3 clusters
  Score: Raw -1025056.775126 + Penalty 3020.382935 = -1022036.392192
  nChanged 86
		SP:Iteration 24Q (5678.650000 sec): 3 clusters
  Score: Raw -1025112.107455 + Penalty 3020.382935 = -1022091.724520
  nChanged 102
		SP:Iteration 25Q (5678.680000 sec): 3 clusters
  Score: Raw -1025181.348911 + Penalty 3020.382935 = -1022160.965976
  nChanged 112
		SP:Iteration 26Q (5678.700000 sec): 3 clusters
  Score: Raw -1025253.716437 + Penalty 3020.382935 = -1022233.333502
  nChanged 87
		SP:Iteration 27Q (5678.720000 sec): 3 clusters
  Score: Raw -1025299.918192 + Penalty 3020.382935 = -1022279.535257
  nChanged 88
		SP:Iteration 28Q (5678.740000 sec): 3 clusters
  Score: Raw -1025338.283714 + Penalty 3020.382935 = -1022317.900779
  nChanged 72
		SP:Iteration 29Q (5678.760000 sec): 3 clusters
  Score: Raw -1025366.636101 + Penalty 3020.382935 = -1022346.253167
  nChanged 66
		SP:Iteration 30Q (5678.780000 sec): 3 clusters
  Score: Raw -1025394.216766 + Penalty 3020.382935 = -1022373.833832
  nChanged 50
		SP:Iteration 31Q (5678.810000 sec): 3 clusters
  Score: Raw -1025409.701239 + Penalty 3020.382935 = -1022389.318305
  nChanged 37
		SP:Iteration 32Q (5678.830000 sec): 3 clusters
  Score: Raw -1025420.926890 + Penalty 3020.382935 = -1022400.543955
  nChanged 27
		SP:Iteration 33Q (5678.850000 sec): 3 clusters
  Score: Raw -1025428.201912 + Penalty 3020.382935 = -1022407.818977
  nChanged 27
		SP:Iteration 34Q (5678.870000 sec): 3 clusters
  Score: Raw -1025435.061396 + Penalty 3020.382935 = -1022414.678461
  nChanged 17
		SP:Iteration 35Q (5678.900000 sec): 3 clusters
  Score: Raw -1025438.582269 + Penalty 3020.382935 = -1022418.199334
  nChanged 11
		SP:Iteration 36Q (5678.920000 sec): 3 clusters
  Score: Raw -1025441.349303 + Penalty 3020.382935 = -1022420.966369
  nChanged 12
		SP:Iteration 37Q (5678.940000 sec): 3 clusters
  Score: Raw -1025443.810993 + Penalty 3020.382935 = -1022423.428058
  nChanged 7
		SP:Iteration 38Q (5678.960000 sec): 3 clusters
  Score: Raw -1025445.283289 + Penalty 3020.382935 = -1022424.900354
  nChanged 4
		SP:Iteration 39Q (5678.980000 sec): 3 clusters
  Score: Raw -1025446.030942 + Penalty 3020.382935 = -1022425.648007
  nChanged 2
		SP:Iteration 40F (5679.010000 sec): 3 clusters
  Score: Raw -1025446.957152 + Penalty 3020.382935 = -1022426.574217
  nChanged 2
		SP:Iteration 41Q (5679.030000 sec): 3 clusters
  Score: Raw -1025447.499956 + Penalty 3020.382935 = -1022427.117021
  nChanged 2
		SP:Iteration 42Q (5679.050000 sec): 3 clusters
  Score: Raw -1025447.904136 + Penalty 3020.382935 = -1022427.521201
  nChanged 2
		SP:Iteration 43Q (5679.080000 sec): 3 clusters
  Score: Raw -1025448.444886 + Penalty 3020.382935 = -1022428.061952
  nChanged 2
		SP:Iteration 44Q (5679.100000 sec): 3 clusters
  Score: Raw -1025448.903334 + Penalty 3020.382935 = -1022428.520400
  nChanged 2
		SP:Iteration 45Q (5679.120000 sec): 3 clusters
  Score: Raw -1025449.575546 + Penalty 3020.382935 = -1022429.192612
  nChanged 2
		SP:Iteration 46Q (5679.140000 sec): 3 clusters
  Score: Raw -1025450.866879 + Penalty 3020.382935 = -1022430.483944
  nChanged 4
		SP:Iteration 47Q (5679.160000 sec): 3 clusters
  Score: Raw -1025452.079936 + Penalty 3020.382935 = -1022431.697001
  nChanged 4
		SP:Iteration 48Q (5679.180000 sec): 3 clusters
  Score: Raw -1025452.968430 + Penalty 3020.382935 = -1022432.585495
  nChanged 1
		SP:Iteration 49Q (5679.200000 sec): 3 clusters
  Score: Raw -1025453.180682 + Penalty 3020.382935 = -1022432.797748
  nChanged 1
		SP:Iteration 50Q (5679.230000 sec): 3 clusters
  Score: Raw -1025453.457864 + Penalty 3020.382935 = -1022433.074929
  nChanged 2
		SP:Iteration 51Q (5679.250000 sec): 3 clusters
  Score: Raw -1025454.277798 + Penalty 3020.382935 = -1022433.894863
  nChanged 5
		SP:Iteration 52Q (5679.270000 sec): 3 clusters
  Score: Raw -1025454.781905 + Penalty 3020.382935 = -1022434.398970
  nChanged 2
		SP:Iteration 53Q (5679.290000 sec): 3 clusters
  Score: Raw -1025455.090460 + Penalty 3020.382935 = -1022434.707525
  nChanged 2
		SP:Iteration 54Q (5679.310000 sec): 3 clusters
  Score: Raw -1025455.354148 + Penalty 3020.382935 = -1022434.971213
  nChanged 0
		SP:Iteration 55F (5679.340000 sec): 3 clusters
  Score: Raw -1025455.354148 + Penalty 3020.382935 = -1022434.971213
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5679.370000 sec): 2 clusters
  Score: Raw -975272.523951 + Penalty 1487.916955 = -973784.606997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5679.390000 sec): 3 clusters
  Score: Raw -969912.654750 + Penalty 2975.833910 = -966936.820840
  nChanged 4084
		SP:Iteration 1F (5679.420000 sec): 3 clusters
  Score: Raw -972052.686832 + Penalty 2975.833910 = -969076.852922
  nChanged 622
		SP:Iteration 2F (5679.440000 sec): 3 clusters
  Score: Raw -972342.446954 + Penalty 2975.833910 = -969366.613044
  nChanged 543
		SP:Iteration 3F (5679.460000 sec): 3 clusters
  Score: Raw -972574.486316 + Penalty 2975.833910 = -969598.652406
  nChanged 468
		SP:Iteration 4Q (5679.490000 sec): 3 clusters
  Score: Raw -972808.510979 + Penalty 2975.833910 = -969832.677069
  nChanged 497
		SP:Iteration 5F (5679.510000 sec): 3 clusters
  Score: Raw -973094.558808 + Penalty 2975.833910 = -970118.724898
  nChanged 524
		SP:Iteration 6F (5679.540000 sec): 3 clusters
  Score: Raw -973457.078845 + Penalty 2975.833910 = -970481.244936
  nChanged 586
		SP:Iteration 7F (5679.560000 sec): 3 clusters
  Score: Raw -973898.028444 + Penalty 2975.833910 = -970922.194535
  nChanged 582
		SP:Iteration 8F (5679.580000 sec): 3 clusters
  Score: Raw -974345.156151 + Penalty 2975.833910 = -971369.322241
  nChanged 474
		SP:Iteration 9F (5679.600000 sec): 3 clusters
  Score: Raw -974684.773535 + Penalty 2975.833910 = -971708.939626
  nChanged 381
		SP:Iteration 10Q (5679.630000 sec): 3 clusters
  Score: Raw -974934.573220 + Penalty 2975.833910 = -971958.739310
  nChanged 252
		SP:Iteration 11Q (5679.650000 sec): 3 clusters
  Score: Raw -975075.746916 + Penalty 2975.833910 = -972099.913006
  nChanged 186
		SP:Iteration 12Q (5679.680000 sec): 3 clusters
  Score: Raw -975170.475587 + Penalty 2975.833910 = -972194.641677
  nChanged 145
		SP:Iteration 13Q (5679.700000 sec): 3 clusters
  Score: Raw -975253.051547 + Penalty 2975.833910 = -972277.217637
  nChanged 120
		SP:Iteration 14Q (5679.720000 sec): 3 clusters
  Score: Raw -975316.654558 + Penalty 2975.833910 = -972340.820648
  nChanged 86
		SP:Iteration 15Q (5679.740000 sec): 3 clusters
  Score: Raw -975355.830326 + Penalty 2975.833910 = -972379.996417
  nChanged 59
		SP:Iteration 16Q (5679.770000 sec): 3 clusters
  Score: Raw -975383.793705 + Penalty 2975.833910 = -972407.959795
  nChanged 55
		SP:Iteration 17Q (5679.790000 sec): 3 clusters
  Score: Raw -975409.641233 + Penalty 2975.833910 = -972433.807323
  nChanged 39
		SP:Iteration 18Q (5679.810000 sec): 3 clusters
  Score: Raw -975422.517659 + Penalty 2975.833910 = -972446.683749
  nChanged 27
		SP:Iteration 19Q (5679.840000 sec): 3 clusters
  Score: Raw -975429.319410 + Penalty 2975.833910 = -972453.485500
  nChanged 24
		SP:Iteration 20F (5679.860000 sec): 3 clusters
  Score: Raw -975438.272271 + Penalty 2975.833910 = -972462.438361
  nChanged 27
		SP:Iteration 21Q (5679.880000 sec): 3 clusters
  Score: Raw -975449.684249 + Penalty 2975.833910 = -972473.850339
  nChanged 23
		SP:Iteration 22Q (5679.900000 sec): 3 clusters
  Score: Raw -975457.764313 + Penalty 2975.833910 = -972481.930403
  nChanged 17
		SP:Iteration 23Q (5679.930000 sec): 3 clusters
  Score: Raw -975463.755055 + Penalty 2975.833910 = -972487.921145
  nChanged 13
		SP:Iteration 24Q (5679.950000 sec): 3 clusters
  Score: Raw -975468.161413 + Penalty 2975.833910 = -972492.327503
  nChanged 9
		SP:Iteration 25Q (5679.970000 sec): 3 clusters
  Score: Raw -975472.241431 + Penalty 2975.833910 = -972496.407521
  nChanged 12
		SP:Iteration 26Q (5680.000000 sec): 3 clusters
  Score: Raw -975476.226185 + Penalty 2975.833910 = -972500.392275
  nChanged 8
		SP:Iteration 27Q (5680.020000 sec): 3 clusters
  Score: Raw -975478.769616 + Penalty 2975.833910 = -972502.935707
  nChanged 7
		SP:Iteration 28Q (5680.040000 sec): 3 clusters
  Score: Raw -975481.019350 + Penalty 2975.833910 = -972505.185441
  nChanged 7
		SP:Iteration 29Q (5680.060000 sec): 3 clusters
  Score: Raw -975482.876009 + Penalty 2975.833910 = -972507.042099
  nChanged 6
		SP:Iteration 30Q (5680.080000 sec): 3 clusters
  Score: Raw -975484.206845 + Penalty 2975.833910 = -972508.372936
  nChanged 5
		SP:Iteration 31Q (5680.110000 sec): 3 clusters
  Score: Raw -975485.813357 + Penalty 2975.833910 = -972509.979447
  nChanged 6
		SP:Iteration 32Q (5680.130000 sec): 3 clusters
  Score: Raw -975487.548075 + Penalty 2975.833910 = -972511.714165
  nChanged 5
		SP:Iteration 33Q (5680.150000 sec): 3 clusters
  Score: Raw -975489.838857 + Penalty 2975.833910 = -972514.004947
  nChanged 6
		SP:Iteration 34Q (5680.170000 sec): 3 clusters
  Score: Raw -975492.830407 + Penalty 2975.833910 = -972516.996497
  nChanged 6
		SP:Iteration 35Q (5680.200000 sec): 3 clusters
  Score: Raw -975496.044633 + Penalty 2975.833910 = -972520.210724
  nChanged 9
		SP:Iteration 36Q (5680.220000 sec): 3 clusters
  Score: Raw -975500.698816 + Penalty 2975.833910 = -972524.864906
  nChanged 11
		SP:Iteration 37Q (5680.240000 sec): 3 clusters
  Score: Raw -975505.611433 + Penalty 2975.833910 = -972529.777523
  nChanged 10
		SP:Iteration 38Q (5680.260000 sec): 3 clusters
  Score: Raw -975510.297661 + Penalty 2975.833910 = -972534.463751
  nChanged 10
		SP:Iteration 39Q (5680.280000 sec): 3 clusters
  Score: Raw -975515.587516 + Penalty 2975.833910 = -972539.753606
  nChanged 14
		SP:Iteration 40F (5680.310000 sec): 3 clusters
  Score: Raw -975522.257914 + Penalty 2975.833910 = -972546.424005
  nChanged 11
		SP:Iteration 41Q (5680.330000 sec): 3 clusters
  Score: Raw -975530.040684 + Penalty 2975.833910 = -972554.206774
  nChanged 7
		SP:Iteration 42Q (5680.350000 sec): 3 clusters
  Score: Raw -975533.532712 + Penalty 2975.833910 = -972557.698802
  nChanged 4
		SP:Iteration 43Q (5680.370000 sec): 3 clusters
  Score: Raw -975536.387115 + Penalty 2975.833910 = -972560.553205
  nChanged 4
		SP:Iteration 44Q (5680.390000 sec): 3 clusters
  Score: Raw -975538.384108 + Penalty 2975.833910 = -972562.550198
  nChanged 3
		SP:Iteration 45Q (5680.410000 sec): 3 clusters
  Score: Raw -975539.239564 + Penalty 2975.833910 = -972563.405654
  nChanged 0
		SP:Iteration 46F (5680.440000 sec): 3 clusters
  Score: Raw -975539.239564 + Penalty 2975.833910 = -972563.405654
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5680.440000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5680.440000 sec): 3 clusters
  Score: Raw -47072.703940 + Penalty 1993.354364 = -45079.349576
  nChanged 107
		SP:Iteration 1F (5680.450000 sec): 3 clusters
  Score: Raw -47213.036247 + Penalty 1993.354364 = -45219.681883
  nChanged 18
		SP:Iteration 2Q (5680.450000 sec): 3 clusters
  Score: Raw -47242.148692 + Penalty 1993.354364 = -45248.794328
  nChanged 7
		SP:Iteration 3Q (5680.450000 sec): 3 clusters
  Score: Raw -47253.745759 + Penalty 1993.354364 = -45260.391395
  nChanged 3
		SP:Iteration 4Q (5680.450000 sec): 3 clusters
  Score: Raw -47257.445754 + Penalty 1993.354364 = -45264.091390
  nChanged 3
		SP:Iteration 5Q (5680.450000 sec): 3 clusters
  Score: Raw -47264.423956 + Penalty 1993.354364 = -45271.069592
  nChanged 1
		SP:Iteration 6Q (5680.450000 sec): 3 clusters
  Score: Raw -47266.417811 + Penalty 1993.354364 = -45273.063447
  nChanged 2
		SP:Iteration 7Q (5680.450000 sec): 3 clusters
  Score: Raw -47270.605463 + Penalty 1993.354364 = -45277.251099
  nChanged 2
		SP:Iteration 8Q (5680.460000 sec): 3 clusters
  Score: Raw -47273.708629 + Penalty 1993.354364 = -45280.354265
  nChanged 0
		SP:Iteration 9F (5680.460000 sec): 3 clusters
  Score: Raw -47273.708629 + Penalty 1993.354364 = -45280.354265
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5680.460000 sec): 2 clusters
  Score: Raw -27989.238821 + Penalty 931.141215 = -27058.097606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5680.460000 sec): 3 clusters
  Score: Raw -28078.833162 + Penalty 1862.282429 = -26216.550733
  nChanged 53
		SP:Iteration 1F (5680.460000 sec): 3 clusters
  Score: Raw -28222.091177 + Penalty 1862.282429 = -26359.808748
  nChanged 20
		SP:Iteration 2F (5680.460000 sec): 3 clusters
  Score: Raw -28299.629932 + Penalty 1862.282429 = -26437.347502
  nChanged 18
		SP:Iteration 3F (5680.460000 sec): 3 clusters
  Score: Raw -28347.908048 + Penalty 1862.282429 = -26485.625619
  nChanged 16
		SP:Iteration 4F (5680.460000 sec): 3 clusters
  Score: Raw -28382.110842 + Penalty 1862.282429 = -26519.828413
  nChanged 14
		SP:Iteration 5Q (5680.460000 sec): 3 clusters
  Score: Raw -28438.115917 + Penalty 1862.282429 = -26575.833487
  nChanged 12
		SP:Iteration 6Q (5680.460000 sec): 3 clusters
  Score: Raw -28522.226054 + Penalty 1862.282429 = -26659.943624
  nChanged 15
		SP:Iteration 7Q (5680.460000 sec): 3 clusters
  Score: Raw -28616.550787 + Penalty 1862.282429 = -26754.268357
  nChanged 13
		SP:Iteration 8Q (5680.470000 sec): 3 clusters
  Score: Raw -28751.062570 + Penalty 1862.282429 = -26888.780140
  nChanged 9
		SP:Iteration 9Q (5680.470000 sec): 3 clusters
  Score: Raw -28790.775214 + Penalty 1862.282429 = -26928.492785
  nChanged 3
		SP:Iteration 10Q (5680.470000 sec): 3 clusters
  Score: Raw -28805.653521 + Penalty 1862.282429 = -26943.371092
  nChanged 0
		SP:Iteration 11F (5680.470000 sec): 3 clusters
  Score: Raw -28805.653521 + Penalty 1862.282429 = -26943.371092
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (3158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5680.480000 sec): 2 clusters
  Score: Raw -311574.379375 + Penalty 1309.375307 = -310265.004068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5680.490000 sec): 3 clusters
  Score: Raw -310036.355336 + Penalty 2618.750613 = -307417.604723
  nChanged 1188
		SP:Iteration 1F (5680.500000 sec): 3 clusters
  Score: Raw -310738.907113 + Penalty 2618.750613 = -308120.156499
  nChanged 275
		SP:Iteration 2F (5680.500000 sec): 3 clusters
  Score: Raw -311001.878493 + Penalty 2618.750613 = -308383.127880
  nChanged 231
		SP:Iteration 3F (5680.510000 sec): 3 clusters
  Score: Raw -311274.357250 + Penalty 2618.750613 = -308655.606636
  nChanged 236
		SP:Iteration 4F (5680.520000 sec): 3 clusters
  Score: Raw -311526.248823 + Penalty 2618.750613 = -308907.498210
  nChanged 185
		SP:Iteration 5F (5680.530000 sec): 3 clusters
  Score: Raw -311671.109291 + Penalty 2618.750613 = -309052.358678
  nChanged 144
		SP:Iteration 6Q (5680.540000 sec): 3 clusters
  Score: Raw -311780.907404 + Penalty 2618.750613 = -309162.156791
  nChanged 106
		SP:Iteration 7Q (5680.540000 sec): 3 clusters
  Score: Raw -311863.659891 + Penalty 2618.750613 = -309244.909278
  nChanged 85
		SP:Iteration 8Q (5680.550000 sec): 3 clusters
  Score: Raw -311923.695990 + Penalty 2618.750613 = -309304.945377
  nChanged 74
		SP:Iteration 9Q (5680.560000 sec): 3 clusters
  Score: Raw -311986.985545 + Penalty 2618.750613 = -309368.234931
  nChanged 74
		SP:Iteration 10Q (5680.560000 sec): 3 clusters
  Score: Raw -312045.686769 + Penalty 2618.750613 = -309426.936156
  nChanged 62
		SP:Iteration 11Q (5680.570000 sec): 3 clusters
  Score: Raw -312087.636126 + Penalty 2618.750613 = -309468.885513
  nChanged 41
		SP:Iteration 12Q (5680.580000 sec): 3 clusters
  Score: Raw -312116.469303 + Penalty 2618.750613 = -309497.718690
  nChanged 31
		SP:Iteration 13Q (5680.580000 sec): 3 clusters
  Score: Raw -312139.354939 + Penalty 2618.750613 = -309520.604326
  nChanged 31
		SP:Iteration 14Q (5680.590000 sec): 3 clusters
  Score: Raw -312157.092146 + Penalty 2618.750613 = -309538.341533
  nChanged 25
		SP:Iteration 15Q (5680.600000 sec): 3 clusters
  Score: Raw -312173.452039 + Penalty 2618.750613 = -309554.701425
  nChanged 21
		SP:Iteration 16Q (5680.610000 sec): 3 clusters
  Score: Raw -312186.830284 + Penalty 2618.750613 = -309568.079671
  nChanged 14
		SP:Iteration 17Q (5680.620000 sec): 3 clusters
  Score: Raw -312195.039559 + Penalty 2618.750613 = -309576.288946
  nChanged 16
		SP:Iteration 18Q (5680.620000 sec): 3 clusters
  Score: Raw -312201.755820 + Penalty 2618.750613 = -309583.005207
  nChanged 8
		SP:Iteration 19Q (5680.630000 sec): 3 clusters
  Score: Raw -312205.080806 + Penalty 2618.750613 = -309586.330193
  nChanged 8
		SP:Iteration 20F (5680.640000 sec): 3 clusters
  Score: Raw -312208.245150 + Penalty 2618.750613 = -309589.494537
  nChanged 11
		SP:Iteration 21Q (5680.640000 sec): 3 clusters
  Score: Raw -312214.960089 + Penalty 2618.750613 = -309596.209476
  nChanged 10
		SP:Iteration 22Q (5680.650000 sec): 3 clusters
  Score: Raw -312219.611368 + Penalty 2618.750613 = -309600.860754
  nChanged 11
		SP:Iteration 23Q (5680.660000 sec): 3 clusters
  Score: Raw -312224.271404 + Penalty 2618.750613 = -309605.520791
  nChanged 6
		SP:Iteration 24Q (5680.660000 sec): 3 clusters
  Score: Raw -312226.083127 + Penalty 2618.750613 = -309607.332513
  nChanged 6
		SP:Iteration 25Q (5680.670000 sec): 3 clusters
  Score: Raw -312228.654598 + Penalty 2618.750613 = -309609.903985
  nChanged 4
		SP:Iteration 26Q (5680.680000 sec): 3 clusters
  Score: Raw -312230.042446 + Penalty 2618.750613 = -309611.291833
  nChanged 4
		SP:Iteration 27Q (5680.680000 sec): 3 clusters
  Score: Raw -312231.242481 + Penalty 2618.750613 = -309612.491868
  nChanged 5
		SP:Iteration 28Q (5680.690000 sec): 3 clusters
  Score: Raw -312232.431182 + Penalty 2618.750613 = -309613.680569
  nChanged 1
		SP:Iteration 29Q (5680.700000 sec): 3 clusters
  Score: Raw -312232.849763 + Penalty 2618.750613 = -309614.099150
  nChanged 0
		SP:Iteration 30F (5680.710000 sec): 3 clusters
  Score: Raw -312232.849763 + Penalty 2618.750613 = -309614.099150
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5680.730000 sec): 2 clusters
  Score: Raw -564610.495444 + Penalty 1413.019843 = -563197.475601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5680.740000 sec): 3 clusters
  Score: Raw -561425.299126 + Penalty 2826.039686 = -558599.259440
  nChanged 2485
		SP:Iteration 1F (5680.760000 sec): 3 clusters
  Score: Raw -562920.797600 + Penalty 2826.039686 = -560094.757913
  nChanged 438
		SP:Iteration 2F (5680.770000 sec): 3 clusters
  Score: Raw -563186.818654 + Penalty 2826.039686 = -560360.778968
  nChanged 330
		SP:Iteration 3F (5680.790000 sec): 3 clusters
  Score: Raw -563365.528251 + Penalty 2826.039686 = -560539.488565
  nChanged 280
		SP:Iteration 4Q (5680.800000 sec): 3 clusters
  Score: Raw -563525.359165 + Penalty 2826.039686 = -560699.319478
  nChanged 261
		SP:Iteration 5Q (5680.820000 sec): 3 clusters
  Score: Raw -563679.982668 + Penalty 2826.039686 = -560853.942982
  nChanged 236
		SP:Iteration 6Q (5680.830000 sec): 3 clusters
  Score: Raw -563871.440159 + Penalty 2826.039686 = -561045.400473
  nChanged 264
		SP:Iteration 7Q (5680.850000 sec): 3 clusters
  Score: Raw -564140.663660 + Penalty 2826.039686 = -561314.623973
  nChanged 293
		SP:Iteration 8Q (5680.860000 sec): 3 clusters
  Score: Raw -564395.850883 + Penalty 2826.039686 = -561569.811197
  nChanged 272
		SP:Iteration 9Q (5680.880000 sec): 3 clusters
  Score: Raw -564593.811724 + Penalty 2826.039686 = -561767.772038
  nChanged 263
		SP:Iteration 10Q (5680.890000 sec): 3 clusters
  Score: Raw -564794.310113 + Penalty 2826.039686 = -561968.270427
  nChanged 215
		SP:Iteration 11Q (5680.900000 sec): 3 clusters
  Score: Raw -564973.478312 + Penalty 2826.039686 = -562147.438626
  nChanged 189
		SP:Iteration 12Q (5680.920000 sec): 3 clusters
  Score: Raw -565155.617002 + Penalty 2826.039686 = -562329.577316
  nChanged 164
		SP:Iteration 13Q (5680.930000 sec): 3 clusters
  Score: Raw -565272.459065 + Penalty 2826.039686 = -562446.419379
  nChanged 119
		SP:Iteration 14Q (5680.950000 sec): 3 clusters
  Score: Raw -565355.340611 + Penalty 2826.039686 = -562529.300924
  nChanged 89
		SP:Iteration 15Q (5680.960000 sec): 3 clusters
  Score: Raw -565423.496964 + Penalty 2826.039686 = -562597.457277
  nChanged 82
		SP:Iteration 16Q (5680.970000 sec): 3 clusters
  Score: Raw -565477.464992 + Penalty 2826.039686 = -562651.425306
  nChanged 64
		SP:Iteration 17Q (5680.990000 sec): 3 clusters
  Score: Raw -565512.685186 + Penalty 2826.039686 = -562686.645500
  nChanged 43
		SP:Iteration 18Q (5681.000000 sec): 3 clusters
  Score: Raw -565529.518879 + Penalty 2826.039686 = -562703.479193
  nChanged 33
		SP:Iteration 19Q (5681.010000 sec): 3 clusters
  Score: Raw -565543.433935 + Penalty 2826.039686 = -562717.394249
  nChanged 31
		SP:Iteration 20F (5681.030000 sec): 3 clusters
  Score: Raw -565555.940290 + Penalty 2826.039686 = -562729.900604
  nChanged 25
		SP:Iteration 21Q (5681.040000 sec): 3 clusters
  Score: Raw -565564.408270 + Penalty 2826.039686 = -562738.368583
  nChanged 16
		SP:Iteration 22Q (5681.050000 sec): 3 clusters
  Score: Raw -565569.764313 + Penalty 2826.039686 = -562743.724627
  nChanged 17
		SP:Iteration 23Q (5681.060000 sec): 3 clusters
  Score: Raw -565574.318237 + Penalty 2826.039686 = -562748.278551
  nChanged 11
		SP:Iteration 24Q (5681.080000 sec): 3 clusters
  Score: Raw -565576.772007 + Penalty 2826.039686 = -562750.732321
  nChanged 6
		SP:Iteration 25Q (5681.090000 sec): 3 clusters
  Score: Raw -565578.695551 + Penalty 2826.039686 = -562752.655864
  nChanged 5
		SP:Iteration 26Q (5681.100000 sec): 3 clusters
  Score: Raw -565580.677735 + Penalty 2826.039686 = -562754.638049
  nChanged 6
		SP:Iteration 27Q (5681.120000 sec): 3 clusters
  Score: Raw -565582.961318 + Penalty 2826.039686 = -562756.921632
  nChanged 9
		SP:Iteration 28Q (5681.130000 sec): 3 clusters
  Score: Raw -565584.897851 + Penalty 2826.039686 = -562758.858164
  nChanged 6
		SP:Iteration 29Q (5681.140000 sec): 3 clusters
  Score: Raw -565586.329113 + Penalty 2826.039686 = -562760.289426
  nChanged 6
		SP:Iteration 30Q (5681.160000 sec): 3 clusters
  Score: Raw -565588.406271 + Penalty 2826.039686 = -562762.366585
  nChanged 5
		SP:Iteration 31Q (5681.170000 sec): 3 clusters
  Score: Raw -565590.163957 + Penalty 2826.039686 = -562764.124270
  nChanged 5
		SP:Iteration 32Q (5681.180000 sec): 3 clusters
  Score: Raw -565591.476160 + Penalty 2826.039686 = -562765.436474
  nChanged 11
		SP:Iteration 33Q (5681.190000 sec): 3 clusters
  Score: Raw -565594.069415 + Penalty 2826.039686 = -562768.029729
  nChanged 12
		SP:Iteration 34Q (5681.200000 sec): 3 clusters
  Score: Raw -565597.502023 + Penalty 2826.039686 = -562771.462337
  nChanged 10
		SP:Iteration 35Q (5681.220000 sec): 3 clusters
  Score: Raw -565600.688486 + Penalty 2826.039686 = -562774.648800
  nChanged 10
		SP:Iteration 36Q (5681.230000 sec): 3 clusters
  Score: Raw -565604.803576 + Penalty 2826.039686 = -562778.763889
  nChanged 6
		SP:Iteration 37Q (5681.240000 sec): 3 clusters
  Score: Raw -565606.634713 + Penalty 2826.039686 = -562780.595027
  nChanged 5
		SP:Iteration 38Q (5681.260000 sec): 3 clusters
  Score: Raw -565607.720782 + Penalty 2826.039686 = -562781.681096
  nChanged 2
		SP:Iteration 39Q (5681.270000 sec): 3 clusters
  Score: Raw -565607.929922 + Penalty 2826.039686 = -562781.890236
  nChanged 0
		SP:Iteration 40F (5681.280000 sec): 3 clusters
  Score: Raw -565607.929922 + Penalty 2826.039686 = -562781.890236
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (13656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5681.320000 sec): 2 clusters
  Score: Raw -1373286.407336 + Penalty 1547.314318 = -1371739.093018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5681.360000 sec): 3 clusters
  Score: Raw -1365337.618027 + Penalty 3094.628636 = -1362242.989391
  nChanged 6037
		SP:Iteration 1F (5681.390000 sec): 3 clusters
  Score: Raw -1368603.871103 + Penalty 3094.628636 = -1365509.242467
  nChanged 711
		SP:Iteration 2F (5681.430000 sec): 3 clusters
  Score: Raw -1368863.776639 + Penalty 3094.628636 = -1365769.148003
  nChanged 581
		SP:Iteration 3Q (5681.460000 sec): 3 clusters
  Score: Raw -1369063.986469 + Penalty 3094.628636 = -1365969.357834
  nChanged 501
		SP:Iteration 4Q (5681.500000 sec): 3 clusters
  Score: Raw -1369239.414537 + Penalty 3094.628636 = -1366144.785901
  nChanged 468
		SP:Iteration 5Q (5681.530000 sec): 3 clusters
  Score: Raw -1369401.765340 + Penalty 3094.628636 = -1366307.136704
  nChanged 475
		SP:Iteration 6Q (5681.560000 sec): 3 clusters
  Score: Raw -1369580.968167 + Penalty 3094.628636 = -1366486.339531
  nChanged 509
		SP:Iteration 7Q (5681.600000 sec): 3 clusters
  Score: Raw -1369786.692065 + Penalty 3094.628636 = -1366692.063429
  nChanged 536
		SP:Iteration 8Q (5681.640000 sec): 3 clusters
  Score: Raw -1369999.466187 + Penalty 3094.628636 = -1366904.837551
  nChanged 506
		SP:Iteration 9Q (5681.670000 sec): 3 clusters
  Score: Raw -1370199.997326 + Penalty 3094.628636 = -1367105.368690
  nChanged 484
		SP:Iteration 10Q (5681.700000 sec): 3 clusters
  Score: Raw -1370385.260112 + Penalty 3094.628636 = -1367290.631476
  nChanged 474
		SP:Iteration 11Q (5681.740000 sec): 3 clusters
  Score: Raw -1370567.100246 + Penalty 3094.628636 = -1367472.471610
  nChanged 452
		SP:Iteration 12Q (5681.770000 sec): 3 clusters
  Score: Raw -1370714.893187 + Penalty 3094.628636 = -1367620.264551
  nChanged 398
		SP:Iteration 13Q (5681.810000 sec): 3 clusters
  Score: Raw -1370835.877459 + Penalty 3094.628636 = -1367741.248823
  nChanged 346
		SP:Iteration 14Q (5681.840000 sec): 3 clusters
  Score: Raw -1370929.691009 + Penalty 3094.628636 = -1367835.062373
  nChanged 296
		SP:Iteration 15Q (5681.880000 sec): 3 clusters
  Score: Raw -1371005.230344 + Penalty 3094.628636 = -1367910.601708
  nChanged 269
		SP:Iteration 16Q (5681.910000 sec): 3 clusters
  Score: Raw -1371076.154939 + Penalty 3094.628636 = -1367981.526303
  nChanged 264
		SP:Iteration 17Q (5681.940000 sec): 3 clusters
  Score: Raw -1371146.976139 + Penalty 3094.628636 = -1368052.347503
  nChanged 257
		SP:Iteration 18Q (5681.980000 sec): 3 clusters
  Score: Raw -1371220.814190 + Penalty 3094.628636 = -1368126.185554
  nChanged 281
		SP:Iteration 19Q (5682.010000 sec): 3 clusters
  Score: Raw -1371306.062341 + Penalty 3094.628636 = -1368211.433705
  nChanged 253
		SP:Iteration 20F (5682.050000 sec): 3 clusters
  Score: Raw -1371380.443041 + Penalty 3094.628636 = -1368285.814405
  nChanged 254
		SP:Iteration 21Q (5682.080000 sec): 3 clusters
  Score: Raw -1371459.541913 + Penalty 3094.628636 = -1368364.913277
  nChanged 282
		SP:Iteration 22Q (5682.120000 sec): 3 clusters
  Score: Raw -1371555.496999 + Penalty 3094.628636 = -1368460.868363
  nChanged 284
		SP:Iteration 23Q (5682.150000 sec): 3 clusters
  Score: Raw -1371663.481682 + Penalty 3094.628636 = -1368568.853046
  nChanged 314
		SP:Iteration 24Q (5682.190000 sec): 3 clusters
  Score: Raw -1371800.412736 + Penalty 3094.628636 = -1368705.784100
  nChanged 330
		SP:Iteration 25Q (5682.220000 sec): 3 clusters
  Score: Raw -1371956.524424 + Penalty 3094.628636 = -1368861.895788
  nChanged 340
		SP:Iteration 26Q (5682.260000 sec): 3 clusters
  Score: Raw -1372133.050307 + Penalty 3094.628636 = -1369038.421671
  nChanged 350
		SP:Iteration 27Q (5682.290000 sec): 3 clusters
  Score: Raw -1372317.152638 + Penalty 3094.628636 = -1369222.524002
  nChanged 319
		SP:Iteration 28Q (5682.320000 sec): 3 clusters
  Score: Raw -1372499.860043 + Penalty 3094.628636 = -1369405.231408
  nChanged 318
		SP:Iteration 29Q (5682.360000 sec): 3 clusters
  Score: Raw -1372702.475129 + Penalty 3094.628636 = -1369607.846493
  nChanged 318
		SP:Iteration 30Q (5682.390000 sec): 3 clusters
  Score: Raw -1372944.125540 + Penalty 3094.628636 = -1369849.496904
  nChanged 266
		SP:Iteration 31Q (5682.420000 sec): 3 clusters
  Score: Raw -1373153.553228 + Penalty 3094.628636 = -1370058.924592
  nChanged 199
		SP:Iteration 32Q (5682.460000 sec): 3 clusters
  Score: Raw -1373290.515661 + Penalty 3094.628636 = -1370195.887025
  nChanged 144
		SP:Iteration 33Q (5682.490000 sec): 3 clusters
  Score: Raw -1373390.242758 + Penalty 3094.628636 = -1370295.614122
  nChanged 90
		SP:Iteration 34Q (5682.520000 sec): 3 clusters
  Score: Raw -1373442.151328 + Penalty 3094.628636 = -1370347.522692
  nChanged 69
		SP:Iteration 35Q (5682.540000 sec): 3 clusters
  Score: Raw -1373482.742333 + Penalty 3094.628636 = -1370388.113697
  nChanged 51
		SP:Iteration 36Q (5682.570000 sec): 3 clusters
  Score: Raw -1373513.328674 + Penalty 3094.628636 = -1370418.700038
  nChanged 48
		SP:Iteration 37Q (5682.600000 sec): 3 clusters
  Score: Raw -1373542.566378 + Penalty 3094.628636 = -1370447.937742
  nChanged 46
		SP:Iteration 38Q (5682.630000 sec): 3 clusters
  Score: Raw -1373573.710505 + Penalty 3094.628636 = -1370479.081869
  nChanged 30
		SP:Iteration 39Q (5682.660000 sec): 3 clusters
  Score: Raw -1373592.556491 + Penalty 3094.628636 = -1370497.927855
  nChanged 26
		SP:Iteration 40F (5682.690000 sec): 3 clusters
  Score: Raw -1373608.981485 + Penalty 3094.628636 = -1370514.352849
  nChanged 20
		SP:Iteration 41Q (5682.720000 sec): 3 clusters
  Score: Raw -1373620.924750 + Penalty 3094.628636 = -1370526.296114
  nChanged 16
		SP:Iteration 42Q (5682.740000 sec): 3 clusters
  Score: Raw -1373629.078728 + Penalty 3094.628636 = -1370534.450092
  nChanged 16
		SP:Iteration 43Q (5682.770000 sec): 3 clusters
  Score: Raw -1373636.727280 + Penalty 3094.628636 = -1370542.098644
  nChanged 11
		SP:Iteration 44Q (5682.800000 sec): 3 clusters
  Score: Raw -1373643.466245 + Penalty 3094.628636 = -1370548.837609
  nChanged 14
		SP:Iteration 45Q (5682.820000 sec): 3 clusters
  Score: Raw -1373653.164309 + Penalty 3094.628636 = -1370558.535673
  nChanged 14
		SP:Iteration 46Q (5682.850000 sec): 3 clusters
  Score: Raw -1373661.090545 + Penalty 3094.628636 = -1370566.461909
  nChanged 9
		SP:Iteration 47Q (5682.870000 sec): 3 clusters
  Score: Raw -1373667.042939 + Penalty 3094.628636 = -1370572.414303
  nChanged 7
		SP:Iteration 48Q (5682.900000 sec): 3 clusters
  Score: Raw -1373672.690611 + Penalty 3094.628636 = -1370578.061975
  nChanged 7
		SP:Iteration 49Q (5682.920000 sec): 3 clusters
  Score: Raw -1373676.804865 + Penalty 3094.628636 = -1370582.176229
  nChanged 3
		SP:Iteration 50Q (5682.950000 sec): 3 clusters
  Score: Raw -1373678.050527 + Penalty 3094.628636 = -1370583.421891
  nChanged 4
		SP:Iteration 51Q (5682.980000 sec): 3 clusters
  Score: Raw -1373680.795733 + Penalty 3094.628636 = -1370586.167097
  nChanged 3
		SP:Iteration 52Q (5683.000000 sec): 3 clusters
  Score: Raw -1373682.930728 + Penalty 3094.628636 = -1370588.302092
  nChanged 2
		SP:Iteration 53Q (5683.020000 sec): 3 clusters
  Score: Raw -1373685.161267 + Penalty 3094.628636 = -1370590.532631
  nChanged 6
		SP:Iteration 54Q (5683.050000 sec): 3 clusters
  Score: Raw -1373687.577287 + Penalty 3094.628636 = -1370592.948651
  nChanged 2
		SP:Iteration 55Q (5683.080000 sec): 3 clusters
  Score: Raw -1373689.024460 + Penalty 3094.628636 = -1370594.395824
  nChanged 4
		SP:Iteration 56Q (5683.100000 sec): 3 clusters
  Score: Raw -1373692.171806 + Penalty 3094.628636 = -1370597.543170
  nChanged 5
		SP:Iteration 57Q (5683.130000 sec): 3 clusters
  Score: Raw -1373695.785566 + Penalty 3094.628636 = -1370601.156931
  nChanged 2
		SP:Iteration 58Q (5683.150000 sec): 3 clusters
  Score: Raw -1373696.431799 + Penalty 3094.628636 = -1370601.803163
  nChanged 0
		SP:Iteration 59F (5683.180000 sec): 3 clusters
  Score: Raw -1373696.431799 + Penalty 3094.628636 = -1370601.803163
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5683.200000 sec): 2 clusters
  Score: Raw -292550.090759 + Penalty 1308.808296 = -291241.282463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5683.210000 sec): 3 clusters
  Score: Raw -291116.242915 + Penalty 2617.616592 = -288498.626323
  nChanged 1196
		SP:Iteration 1F (5683.220000 sec): 3 clusters
  Score: Raw -291977.415815 + Penalty 2617.616592 = -289359.799224
  nChanged 299
		SP:Iteration 2F (5683.220000 sec): 3 clusters
  Score: Raw -292283.172572 + Penalty 2617.616592 = -289665.555981
  nChanged 216
		SP:Iteration 3F (5683.230000 sec): 3 clusters
  Score: Raw -292490.485833 + Penalty 2617.616592 = -289872.869242
  nChanged 195
		SP:Iteration 4F (5683.240000 sec): 3 clusters
  Score: Raw -292671.371609 + Penalty 2617.616592 = -290053.755017
  nChanged 128
		SP:Iteration 5Q (5683.250000 sec): 3 clusters
  Score: Raw -292793.773316 + Penalty 2617.616592 = -290176.156724
  nChanged 123
		SP:Iteration 6Q (5683.260000 sec): 3 clusters
  Score: Raw -292954.344952 + Penalty 2617.616592 = -290336.728360
  nChanged 118
		SP:Iteration 7Q (5683.260000 sec): 3 clusters
  Score: Raw -293100.259845 + Penalty 2617.616592 = -290482.643254
  nChanged 104
		SP:Iteration 8Q (5683.270000 sec): 3 clusters
  Score: Raw -293253.990614 + Penalty 2617.616592 = -290636.374022
  nChanged 105
		SP:Iteration 9Q (5683.280000 sec): 3 clusters
  Score: Raw -293408.630586 + Penalty 2617.616592 = -290791.013994
  nChanged 108
		SP:Iteration 10Q (5683.280000 sec): 3 clusters
  Score: Raw -293604.480510 + Penalty 2617.616592 = -290986.863919
  nChanged 93
		SP:Iteration 11Q (5683.290000 sec): 3 clusters
  Score: Raw -293753.544378 + Penalty 2617.616592 = -291135.927786
  nChanged 78
		SP:Iteration 12Q (5683.300000 sec): 3 clusters
  Score: Raw -293861.321305 + Penalty 2617.616592 = -291243.704713
  nChanged 50
		SP:Iteration 13Q (5683.300000 sec): 3 clusters
  Score: Raw -293910.115992 + Penalty 2617.616592 = -291292.499400
  nChanged 23
		SP:Iteration 14Q (5683.310000 sec): 3 clusters
  Score: Raw -293940.996420 + Penalty 2617.616592 = -291323.379829
  nChanged 21
		SP:Iteration 15Q (5683.310000 sec): 3 clusters
  Score: Raw -293968.520729 + Penalty 2617.616592 = -291350.904137
  nChanged 21
		SP:Iteration 16Q (5683.320000 sec): 3 clusters
  Score: Raw -294004.690582 + Penalty 2617.616592 = -291387.073991
  nChanged 20
		SP:Iteration 17Q (5683.320000 sec): 3 clusters
  Score: Raw -294037.472611 + Penalty 2617.616592 = -291419.856020
  nChanged 19
		SP:Iteration 18Q (5683.330000 sec): 3 clusters
  Score: Raw -294062.628676 + Penalty 2617.616592 = -291445.012084
  nChanged 14
		SP:Iteration 19Q (5683.340000 sec): 3 clusters
  Score: Raw -294078.413577 + Penalty 2617.616592 = -291460.796986
  nChanged 7
		SP:Iteration 20F (5683.340000 sec): 3 clusters
  Score: Raw -294081.549693 + Penalty 2617.616592 = -291463.933101
  nChanged 1
		SP:Iteration 21Q (5683.350000 sec): 3 clusters
  Score: Raw -294082.281292 + Penalty 2617.616592 = -291464.664700
  nChanged 0
		SP:Iteration 22F (5683.360000 sec): 3 clusters
  Score: Raw -294082.281292 + Penalty 2617.616592 = -291464.664700
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (26799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5683.440000 sec): 2 clusters
  Score: Raw -2534001.329860 + Penalty 1656.869476 = -2532344.460384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5683.510000 sec): 3 clusters
  Score: Raw -2517506.104646 + Penalty 3313.738952 = -2514192.365694
  nChanged 12376
		SP:Iteration 1F (5683.580000 sec): 3 clusters
  Score: Raw -2524629.735704 + Penalty 3313.738952 = -2521315.996752
  nChanged 1667
		SP:Iteration 2F (5683.650000 sec): 3 clusters
  Score: Raw -2525568.214302 + Penalty 3313.738952 = -2522254.475350
  nChanged 1905
		SP:Iteration 3F (5683.720000 sec): 3 clusters
  Score: Raw -2526903.587171 + Penalty 3313.738952 = -2523589.848219
  nChanged 2028
		SP:Iteration 4F (5683.780000 sec): 3 clusters
  Score: Raw -2528456.733069 + Penalty 3313.738952 = -2525142.994117
  nChanged 1928
		SP:Iteration 5F (5683.850000 sec): 3 clusters
  Score: Raw -2529863.280890 + Penalty 3313.738952 = -2526549.541938
  nChanged 1585
		SP:Iteration 6F (5683.920000 sec): 3 clusters
  Score: Raw -2530996.371308 + Penalty 3313.738952 = -2527682.632356
  nChanged 1300
		SP:Iteration 7Q (5683.990000 sec): 3 clusters
  Score: Raw -2531905.775988 + Penalty 3313.738952 = -2528592.037036
  nChanged 1077
		SP:Iteration 8Q (5684.060000 sec): 3 clusters
  Score: Raw -2532628.102845 + Penalty 3313.738952 = -2529314.363893
  nChanged 870
		SP:Iteration 9Q (5684.120000 sec): 3 clusters
  Score: Raw -2533207.774018 + Penalty 3313.738952 = -2529894.035066
  nChanged 693
		SP:Iteration 10Q (5684.190000 sec): 3 clusters
  Score: Raw -2533648.568930 + Penalty 3313.738952 = -2530334.829978
  nChanged 606
		SP:Iteration 11Q (5684.250000 sec): 3 clusters
  Score: Raw -2534003.529625 + Penalty 3313.738952 = -2530689.790673
  nChanged 528
		SP:Iteration 12Q (5684.320000 sec): 3 clusters
  Score: Raw -2534319.636972 + Penalty 3313.738952 = -2531005.898020
  nChanged 509
		SP:Iteration 13Q (5684.380000 sec): 3 clusters
  Score: Raw -2534617.296781 + Penalty 3313.738952 = -2531303.557829
  nChanged 469
		SP:Iteration 14Q (5684.440000 sec): 3 clusters
  Score: Raw -2534878.911279 + Penalty 3313.738952 = -2531565.172327
  nChanged 397
		SP:Iteration 15Q (5684.500000 sec): 3 clusters
  Score: Raw -2535100.835569 + Penalty 3313.738952 = -2531787.096617
  nChanged 359
		SP:Iteration 16Q (5684.550000 sec): 3 clusters
  Score: Raw -2535292.614271 + Penalty 3313.738952 = -2531978.875319
  nChanged 299
		SP:Iteration 17Q (5684.610000 sec): 3 clusters
  Score: Raw -2535442.399379 + Penalty 3313.738952 = -2532128.660427
  nChanged 249
		SP:Iteration 18Q (5684.660000 sec): 3 clusters
  Score: Raw -2535563.124131 + Penalty 3313.738952 = -2532249.385179
  nChanged 208
		SP:Iteration 19Q (5684.720000 sec): 3 clusters
  Score: Raw -2535654.253048 + Penalty 3313.738952 = -2532340.514096
  nChanged 165
		SP:Iteration 20F (5684.790000 sec): 3 clusters
  Score: Raw -2535717.757018 + Penalty 3313.738952 = -2532404.018066
  nChanged 137
		SP:Iteration 21Q (5684.840000 sec): 3 clusters
  Score: Raw -2535762.098142 + Penalty 3313.738952 = -2532448.359190
  nChanged 111
		SP:Iteration 22Q (5684.900000 sec): 3 clusters
  Score: Raw -2535798.219743 + Penalty 3313.738952 = -2532484.480791
  nChanged 93
		SP:Iteration 23Q (5684.960000 sec): 3 clusters
  Score: Raw -2535825.206347 + Penalty 3313.738952 = -2532511.467395
  nChanged 91
		SP:Iteration 24Q (5685.010000 sec): 3 clusters
  Score: Raw -2535849.787172 + Penalty 3313.738952 = -2532536.048220
  nChanged 71
		SP:Iteration 25Q (5685.060000 sec): 3 clusters
  Score: Raw -2535866.672657 + Penalty 3313.738952 = -2532552.933705
  nChanged 49
		SP:Iteration 26Q (5685.120000 sec): 3 clusters
  Score: Raw -2535876.056130 + Penalty 3313.738952 = -2532562.317178
  nChanged 33
		SP:Iteration 27Q (5685.170000 sec): 3 clusters
  Score: Raw -2535880.755283 + Penalty 3313.738952 = -2532567.016331
  nChanged 19
		SP:Iteration 28Q (5685.220000 sec): 3 clusters
  Score: Raw -2535883.710063 + Penalty 3313.738952 = -2532569.971111
  nChanged 18
		SP:Iteration 29Q (5685.280000 sec): 3 clusters
  Score: Raw -2535886.963867 + Penalty 3313.738952 = -2532573.224915
  nChanged 25
		SP:Iteration 30Q (5685.330000 sec): 3 clusters
  Score: Raw -2535891.326349 + Penalty 3313.738952 = -2532577.587397
  nChanged 25
		SP:Iteration 31Q (5685.380000 sec): 3 clusters
  Score: Raw -2535895.497580 + Penalty 3313.738952 = -2532581.758628
  nChanged 21
		SP:Iteration 32Q (5685.440000 sec): 3 clusters
  Score: Raw -2535898.715263 + Penalty 3313.738952 = -2532584.976311
  nChanged 15
		SP:Iteration 33Q (5685.500000 sec): 3 clusters
  Score: Raw -2535900.919822 + Penalty 3313.738952 = -2532587.180870
  nChanged 8
		SP:Iteration 34Q (5685.560000 sec): 3 clusters
  Score: Raw -2535901.737516 + Penalty 3313.738952 = -2532587.998564
  nChanged 6
		SP:Iteration 35Q (5685.620000 sec): 3 clusters
  Score: Raw -2535902.588037 + Penalty 3313.738952 = -2532588.849085
  nChanged 10
		SP:Iteration 36Q (5685.670000 sec): 3 clusters
  Score: Raw -2535903.800607 + Penalty 3313.738952 = -2532590.061655
  nChanged 9
		SP:Iteration 37Q (5685.720000 sec): 3 clusters
  Score: Raw -2535904.847425 + Penalty 3313.738952 = -2532591.108473
  nChanged 7
		SP:Iteration 38Q (5685.780000 sec): 3 clusters
  Score: Raw -2535905.654255 + Penalty 3313.738952 = -2532591.915303
  nChanged 4
		SP:Iteration 39Q (5685.830000 sec): 3 clusters
  Score: Raw -2535906.337539 + Penalty 3313.738952 = -2532592.598587
  nChanged 7
		SP:Iteration 40F (5685.900000 sec): 3 clusters
  Score: Raw -2535907.290400 + Penalty 3313.738952 = -2532593.551448
  nChanged 5
		SP:Iteration 41Q (5685.950000 sec): 3 clusters
  Score: Raw -2535908.308907 + Penalty 3313.738952 = -2532594.569955
  nChanged 8
		SP:Iteration 42Q (5686.000000 sec): 3 clusters
  Score: Raw -2535909.776608 + Penalty 3313.738952 = -2532596.037656
  nChanged 6
		SP:Iteration 43Q (5686.050000 sec): 3 clusters
  Score: Raw -2535910.659597 + Penalty 3313.738952 = -2532596.920645
  nChanged 2
		SP:Iteration 44Q (5686.110000 sec): 3 clusters
  Score: Raw -2535910.876678 + Penalty 3313.738952 = -2532597.137726
  nChanged 2
		SP:Iteration 45Q (5686.160000 sec): 3 clusters
  Score: Raw -2535911.279970 + Penalty 3313.738952 = -2532597.541018
  nChanged 0
		SP:Iteration 46F (5686.220000 sec): 3 clusters
  Score: Raw -2535911.279970 + Penalty 3313.738952 = -2532597.541018
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5686.270000 sec): 2 clusters
  Score: Raw -1229150.509434 + Penalty 1525.574663 = -1227624.934771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5686.300000 sec): 3 clusters
  Score: Raw -1222302.250974 + Penalty 3051.149326 = -1219251.101648
  nChanged 5261
		SP:Iteration 1F (5686.320000 sec): 3 clusters
  Score: Raw -1224986.763652 + Penalty 3051.149326 = -1221935.614325
  nChanged 701
		SP:Iteration 2F (5686.360000 sec): 3 clusters
  Score: Raw -1225267.794021 + Penalty 3051.149326 = -1222216.644695
  nChanged 621
		SP:Iteration 3F (5686.380000 sec): 3 clusters
  Score: Raw -1225554.928594 + Penalty 3051.149326 = -1222503.779267
  nChanged 614
		SP:Iteration 4F (5686.420000 sec): 3 clusters
  Score: Raw -1225869.063923 + Penalty 3051.149326 = -1222817.914597
  nChanged 612
		SP:Iteration 5F (5686.440000 sec): 3 clusters
  Score: Raw -1226213.851225 + Penalty 3051.149326 = -1223162.701898
  nChanged 666
		SP:Iteration 6F (5686.470000 sec): 3 clusters
  Score: Raw -1226696.649478 + Penalty 3051.149326 = -1223645.500152
  nChanged 832
		SP:Iteration 7F (5686.500000 sec): 3 clusters
  Score: Raw -1227394.602489 + Penalty 3051.149326 = -1224343.453162
  nChanged 838
		SP:Iteration 8F (5686.530000 sec): 3 clusters
  Score: Raw -1228166.778281 + Penalty 3051.149326 = -1225115.628955
  nChanged 760
		SP:Iteration 9F (5686.560000 sec): 3 clusters
  Score: Raw -1228915.119976 + Penalty 3051.149326 = -1225863.970650
  nChanged 534
		SP:Iteration 10Q (5686.590000 sec): 3 clusters
  Score: Raw -1229441.821711 + Penalty 3051.149326 = -1226390.672384
  nChanged 345
		SP:Iteration 11Q (5686.620000 sec): 3 clusters
  Score: Raw -1229721.826856 + Penalty 3051.149326 = -1226670.677529
  nChanged 198
		SP:Iteration 12Q (5686.640000 sec): 3 clusters
  Score: Raw -1229859.837721 + Penalty 3051.149326 = -1226808.688395
  nChanged 145
		SP:Iteration 13Q (5686.670000 sec): 3 clusters
  Score: Raw -1229947.417367 + Penalty 3051.149326 = -1226896.268040
  nChanged 96
		SP:Iteration 14Q (5686.700000 sec): 3 clusters
  Score: Raw -1229988.850405 + Penalty 3051.149326 = -1226937.701079
  nChanged 75
		SP:Iteration 15Q (5686.720000 sec): 3 clusters
  Score: Raw -1230013.247089 + Penalty 3051.149326 = -1226962.097762
  nChanged 45
		SP:Iteration 16Q (5686.740000 sec): 3 clusters
  Score: Raw -1230026.132289 + Penalty 3051.149326 = -1226974.982963
  nChanged 35
		SP:Iteration 17Q (5686.770000 sec): 3 clusters
  Score: Raw -1230034.240637 + Penalty 3051.149326 = -1226983.091311
  nChanged 24
		SP:Iteration 18Q (5686.790000 sec): 3 clusters
  Score: Raw -1230038.722238 + Penalty 3051.149326 = -1226987.572912
  nChanged 19
		SP:Iteration 19Q (5686.820000 sec): 3 clusters
  Score: Raw -1230042.379469 + Penalty 3051.149326 = -1226991.230143
  nChanged 17
		SP:Iteration 20F (5686.850000 sec): 3 clusters
  Score: Raw -1230044.755380 + Penalty 3051.149326 = -1226993.606054
  nChanged 16
		SP:Iteration 21Q (5686.870000 sec): 3 clusters
  Score: Raw -1230046.870476 + Penalty 3051.149326 = -1226995.721150
  nChanged 12
		SP:Iteration 22Q (5686.900000 sec): 3 clusters
  Score: Raw -1230048.354208 + Penalty 3051.149326 = -1226997.204882
  nChanged 3
		SP:Iteration 23Q (5686.920000 sec): 3 clusters
  Score: Raw -1230048.631168 + Penalty 3051.149326 = -1226997.481841
  nChanged 2
		SP:Iteration 24Q (5686.940000 sec): 3 clusters
  Score: Raw -1230048.828651 + Penalty 3051.149326 = -1226997.679325
  nChanged 1
		SP:Iteration 25Q (5686.970000 sec): 3 clusters
  Score: Raw -1230048.867279 + Penalty 3051.149326 = -1226997.717953
  nChanged 1
		SP:Iteration 26Q (5686.990000 sec): 3 clusters
  Score: Raw -1230048.955938 + Penalty 3051.149326 = -1226997.806612
  nChanged 0
		SP:Iteration 27F (5687.020000 sec): 3 clusters
  Score: Raw -1230048.955938 + Penalty 3051.149326 = -1226997.806612
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5687.030000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5687.040000 sec): 3 clusters
  Score: Raw -146994.695146 + Penalty 2377.662139 = -144617.033007
  nChanged 476
		SP:Iteration 1F (5687.040000 sec): 3 clusters
  Score: Raw -147406.793778 + Penalty 2377.662139 = -145029.131639
  nChanged 111
		SP:Iteration 2F (5687.040000 sec): 3 clusters
  Score: Raw -147531.698125 + Penalty 2377.662139 = -145154.035986
  nChanged 80
		SP:Iteration 3F (5687.050000 sec): 3 clusters
  Score: Raw -147622.158388 + Penalty 2377.662139 = -145244.496249
  nChanged 49
		SP:Iteration 4Q (5687.050000 sec): 3 clusters
  Score: Raw -147670.002591 + Penalty 2377.662139 = -145292.340452
  nChanged 39
		SP:Iteration 5Q (5687.060000 sec): 3 clusters
  Score: Raw -147700.719729 + Penalty 2377.662139 = -145323.057590
  nChanged 35
		SP:Iteration 6Q (5687.060000 sec): 3 clusters
  Score: Raw -147727.489235 + Penalty 2377.662139 = -145349.827096
  nChanged 27
		SP:Iteration 7Q (5687.060000 sec): 3 clusters
  Score: Raw -147744.495155 + Penalty 2377.662139 = -145366.833016
  nChanged 20
		SP:Iteration 8Q (5687.060000 sec): 3 clusters
  Score: Raw -147760.449863 + Penalty 2377.662139 = -145382.787724
  nChanged 14
		SP:Iteration 9Q (5687.070000 sec): 3 clusters
  Score: Raw -147771.177667 + Penalty 2377.662139 = -145393.515528
  nChanged 11
		SP:Iteration 10Q (5687.070000 sec): 3 clusters
  Score: Raw -147778.834341 + Penalty 2377.662139 = -145401.172202
  nChanged 9
		SP:Iteration 11Q (5687.080000 sec): 3 clusters
  Score: Raw -147787.877539 + Penalty 2377.662139 = -145410.215400
  nChanged 8
		SP:Iteration 12Q (5687.080000 sec): 3 clusters
  Score: Raw -147791.468542 + Penalty 2377.662139 = -145413.806403
  nChanged 2
		SP:Iteration 13Q (5687.080000 sec): 3 clusters
  Score: Raw -147792.654176 + Penalty 2377.662139 = -145414.992037
  nChanged 2
		SP:Iteration 14Q (5687.090000 sec): 3 clusters
  Score: Raw -147794.163865 + Penalty 2377.662139 = -145416.501726
  nChanged 3
		SP:Iteration 15Q (5687.090000 sec): 3 clusters
  Score: Raw -147794.832802 + Penalty 2377.662139 = -145417.170663
  nChanged 1
		SP:Iteration 16Q (5687.090000 sec): 3 clusters
  Score: Raw -147795.351306 + Penalty 2377.662139 = -145417.689167
  nChanged 0
		SP:Iteration 17F (5687.100000 sec): 3 clusters
  Score: Raw -147795.351306 + Penalty 2377.662139 = -145417.689167
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5687.110000 sec): 2 clusters
  Score: Raw -231411.040534 + Penalty 1278.964025 = -230132.076509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5687.110000 sec): 3 clusters
  Score: Raw -230299.428259 + Penalty 2557.928049 = -227741.500210
  nChanged 961
		SP:Iteration 1F (5687.120000 sec): 3 clusters
  Score: Raw -231118.902015 + Penalty 2557.928049 = -228560.973965
  nChanged 281
		SP:Iteration 2F (5687.120000 sec): 3 clusters
  Score: Raw -231495.166374 + Penalty 2557.928049 = -228937.238324
  nChanged 215
		SP:Iteration 3F (5687.130000 sec): 3 clusters
  Score: Raw -231750.544317 + Penalty 2557.928049 = -229192.616267
  nChanged 165
		SP:Iteration 4F (5687.140000 sec): 3 clusters
  Score: Raw -231952.068291 + Penalty 2557.928049 = -229394.140242
  nChanged 115
		SP:Iteration 5Q (5687.140000 sec): 3 clusters
  Score: Raw -232085.957280 + Penalty 2557.928049 = -229528.029231
  nChanged 109
		SP:Iteration 6Q (5687.150000 sec): 3 clusters
  Score: Raw -232205.615045 + Penalty 2557.928049 = -229647.686996
  nChanged 84
		SP:Iteration 7Q (5687.160000 sec): 3 clusters
  Score: Raw -232298.118121 + Penalty 2557.928049 = -229740.190071
  nChanged 67
		SP:Iteration 8Q (5687.160000 sec): 3 clusters
  Score: Raw -232364.807958 + Penalty 2557.928049 = -229806.879908
  nChanged 63
		SP:Iteration 9Q (5687.170000 sec): 3 clusters
  Score: Raw -232442.700559 + Penalty 2557.928049 = -229884.772509
  nChanged 57
		SP:Iteration 10Q (5687.180000 sec): 3 clusters
  Score: Raw -232501.201156 + Penalty 2557.928049 = -229943.273107
  nChanged 43
		SP:Iteration 11Q (5687.180000 sec): 3 clusters
  Score: Raw -232536.603620 + Penalty 2557.928049 = -229978.675571
  nChanged 29
		SP:Iteration 12Q (5687.190000 sec): 3 clusters
  Score: Raw -232551.364009 + Penalty 2557.928049 = -229993.435960
  nChanged 19
		SP:Iteration 13Q (5687.190000 sec): 3 clusters
  Score: Raw -232562.674986 + Penalty 2557.928049 = -230004.746936
  nChanged 16
		SP:Iteration 14Q (5687.200000 sec): 3 clusters
  Score: Raw -232568.851605 + Penalty 2557.928049 = -230010.923555
  nChanged 9
		SP:Iteration 15Q (5687.200000 sec): 3 clusters
  Score: Raw -232573.310460 + Penalty 2557.928049 = -230015.382411
  nChanged 6
		SP:Iteration 16Q (5687.210000 sec): 3 clusters
  Score: Raw -232576.906414 + Penalty 2557.928049 = -230018.978365
  nChanged 4
		SP:Iteration 17Q (5687.220000 sec): 3 clusters
  Score: Raw -232578.038936 + Penalty 2557.928049 = -230020.110887
  nChanged 1
		SP:Iteration 18Q (5687.220000 sec): 3 clusters
  Score: Raw -232578.203993 + Penalty 2557.928049 = -230020.275943
  nChanged 0
		SP:Iteration 19F (5687.220000 sec): 3 clusters
  Score: Raw -232578.203993 + Penalty 2557.928049 = -230020.275943
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5687.240000 sec): 2 clusters
  Score: Raw -643224.005361 + Penalty 1428.195975 = -641795.809385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5687.260000 sec): 3 clusters
  Score: Raw -639669.859002 + Penalty 2856.391951 = -636813.467052
  nChanged 2778
		SP:Iteration 1F (5687.280000 sec): 3 clusters
  Score: Raw -641115.041890 + Penalty 2856.391951 = -638258.649940
  nChanged 435
		SP:Iteration 2F (5687.290000 sec): 3 clusters
  Score: Raw -641320.160442 + Penalty 2856.391951 = -638463.768491
  nChanged 350
		SP:Iteration 3F (5687.310000 sec): 3 clusters
  Score: Raw -641476.058487 + Penalty 2856.391951 = -638619.666536
  nChanged 303
		SP:Iteration 4Q (5687.320000 sec): 3 clusters
  Score: Raw -641597.389632 + Penalty 2856.391951 = -638740.997682
  nChanged 272
		SP:Iteration 5Q (5687.340000 sec): 3 clusters
  Score: Raw -641703.087922 + Penalty 2856.391951 = -638846.695972
  nChanged 236
		SP:Iteration 6Q (5687.360000 sec): 3 clusters
  Score: Raw -641808.729420 + Penalty 2856.391951 = -638952.337469
  nChanged 252
		SP:Iteration 7Q (5687.370000 sec): 3 clusters
  Score: Raw -641936.764014 + Penalty 2856.391951 = -639080.372064
  nChanged 274
		SP:Iteration 8Q (5687.390000 sec): 3 clusters
  Score: Raw -642084.807594 + Penalty 2856.391951 = -639228.415643
  nChanged 262
		SP:Iteration 9Q (5687.410000 sec): 3 clusters
  Score: Raw -642227.798637 + Penalty 2856.391951 = -639371.406687
  nChanged 241
		SP:Iteration 10Q (5687.420000 sec): 3 clusters
  Score: Raw -642366.620287 + Penalty 2856.391951 = -639510.228336
  nChanged 238
		SP:Iteration 11Q (5687.440000 sec): 3 clusters
  Score: Raw -642508.660359 + Penalty 2856.391951 = -639652.268409
  nChanged 213
		SP:Iteration 12Q (5687.460000 sec): 3 clusters
  Score: Raw -642633.596685 + Penalty 2856.391951 = -639777.204734
  nChanged 190
		SP:Iteration 13Q (5687.470000 sec): 3 clusters
  Score: Raw -642744.235141 + Penalty 2856.391951 = -639887.843191
  nChanged 152
		SP:Iteration 14Q (5687.490000 sec): 3 clusters
  Score: Raw -642828.643458 + Penalty 2856.391951 = -639972.251508
  nChanged 141
		SP:Iteration 15Q (5687.500000 sec): 3 clusters
  Score: Raw -642919.728271 + Penalty 2856.391951 = -640063.336321
  nChanged 121
		SP:Iteration 16Q (5687.520000 sec): 3 clusters
  Score: Raw -642990.810210 + Penalty 2856.391951 = -640134.418260
  nChanged 91
		SP:Iteration 17Q (5687.540000 sec): 3 clusters
  Score: Raw -643046.955334 + Penalty 2856.391951 = -640190.563384
  nChanged 87
		SP:Iteration 18Q (5687.550000 sec): 3 clusters
  Score: Raw -643102.206245 + Penalty 2856.391951 = -640245.814295
  nChanged 81
		SP:Iteration 19Q (5687.570000 sec): 3 clusters
  Score: Raw -643159.208816 + Penalty 2856.391951 = -640302.816865
  nChanged 63
		SP:Iteration 20F (5687.580000 sec): 3 clusters
  Score: Raw -643203.334759 + Penalty 2856.391951 = -640346.942808
  nChanged 53
		SP:Iteration 21Q (5687.600000 sec): 3 clusters
  Score: Raw -643240.817824 + Penalty 2856.391951 = -640384.425873
  nChanged 38
		SP:Iteration 22Q (5687.610000 sec): 3 clusters
  Score: Raw -643266.753883 + Penalty 2856.391951 = -640410.361933
  nChanged 27
		SP:Iteration 23Q (5687.630000 sec): 3 clusters
  Score: Raw -643283.205677 + Penalty 2856.391951 = -640426.813726
  nChanged 23
		SP:Iteration 24Q (5687.650000 sec): 3 clusters
  Score: Raw -643294.589841 + Penalty 2856.391951 = -640438.197890
  nChanged 14
		SP:Iteration 25Q (5687.670000 sec): 3 clusters
  Score: Raw -643304.945081 + Penalty 2856.391951 = -640448.553130
  nChanged 12
		SP:Iteration 26Q (5687.680000 sec): 3 clusters
  Score: Raw -643312.368483 + Penalty 2856.391951 = -640455.976532
  nChanged 13
		SP:Iteration 27Q (5687.690000 sec): 3 clusters
  Score: Raw -643319.098290 + Penalty 2856.391951 = -640462.706339
  nChanged 9
		SP:Iteration 28Q (5687.710000 sec): 3 clusters
  Score: Raw -643323.922462 + Penalty 2856.391951 = -640467.530512
  nChanged 5
		SP:Iteration 29Q (5687.720000 sec): 3 clusters
  Score: Raw -643326.481195 + Penalty 2856.391951 = -640470.089245
  nChanged 3
		SP:Iteration 30Q (5687.740000 sec): 3 clusters
  Score: Raw -643327.594990 + Penalty 2856.391951 = -640471.203040
  nChanged 2
		SP:Iteration 31Q (5687.750000 sec): 3 clusters
  Score: Raw -643328.421522 + Penalty 2856.391951 = -640472.029572
  nChanged 2
		SP:Iteration 32Q (5687.770000 sec): 3 clusters
  Score: Raw -643329.111676 + Penalty 2856.391951 = -640472.719725
  nChanged 2
		SP:Iteration 33Q (5687.780000 sec): 3 clusters
  Score: Raw -643329.573620 + Penalty 2856.391951 = -640473.181670
  nChanged 1
		SP:Iteration 34Q (5687.790000 sec): 3 clusters
  Score: Raw -643330.014403 + Penalty 2856.391951 = -640473.622453
  nChanged 2
		SP:Iteration 35Q (5687.810000 sec): 3 clusters
  Score: Raw -643330.885573 + Penalty 2856.391951 = -640474.493622
  nChanged 4
		SP:Iteration 36Q (5687.830000 sec): 3 clusters
  Score: Raw -643333.266100 + Penalty 2856.391951 = -640476.874149
  nChanged 5
		SP:Iteration 37Q (5687.840000 sec): 3 clusters
  Score: Raw -643335.965412 + Penalty 2856.391951 = -640479.573462
  nChanged 3
		SP:Iteration 38Q (5687.850000 sec): 3 clusters
  Score: Raw -643338.495710 + Penalty 2856.391951 = -640482.103760
  nChanged 8
		SP:Iteration 39Q (5687.870000 sec): 3 clusters
  Score: Raw -643343.273880 + Penalty 2856.391951 = -640486.881930
  nChanged 5
		SP:Iteration 40F (5687.880000 sec): 3 clusters
  Score: Raw -643346.218841 + Penalty 2856.391951 = -640489.826890
  nChanged 5
		SP:Iteration 41Q (5687.900000 sec): 3 clusters
  Score: Raw -643349.617747 + Penalty 2856.391951 = -640493.225797
  nChanged 7
		SP:Iteration 42Q (5687.910000 sec): 3 clusters
  Score: Raw -643355.425027 + Penalty 2856.391951 = -640499.033077
  nChanged 8
		SP:Iteration 43Q (5687.930000 sec): 3 clusters
  Score: Raw -643361.811788 + Penalty 2856.391951 = -640505.419838
  nChanged 7
		SP:Iteration 44Q (5687.940000 sec): 3 clusters
  Score: Raw -643366.020563 + Penalty 2856.391951 = -640509.628612
  nChanged 4
		SP:Iteration 45Q (5687.950000 sec): 3 clusters
  Score: Raw -643368.317995 + Penalty 2856.391951 = -640511.926045
  nChanged 5
		SP:Iteration 46Q (5687.970000 sec): 3 clusters
  Score: Raw -643370.990294 + Penalty 2856.391951 = -640514.598343
  nChanged 5
		SP:Iteration 47Q (5687.980000 sec): 3 clusters
  Score: Raw -643374.332677 + Penalty 2856.391951 = -640517.940726
  nChanged 2
		SP:Iteration 48Q (5688.000000 sec): 3 clusters
  Score: Raw -643376.741824 + Penalty 2856.391951 = -640520.349874
  nChanged 2
		SP:Iteration 49Q (5688.010000 sec): 3 clusters
  Score: Raw -643379.263433 + Penalty 2856.391951 = -640522.871483
  nChanged 2
		SP:Iteration 50Q (5688.030000 sec): 3 clusters
  Score: Raw -643380.746772 + Penalty 2856.391951 = -640524.354821
  nChanged 1
		SP:Iteration 51Q (5688.040000 sec): 3 clusters
  Score: Raw -643381.293762 + Penalty 2856.391951 = -640524.901811
  nChanged 1
		SP:Iteration 52Q (5688.050000 sec): 3 clusters
  Score: Raw -643381.737756 + Penalty 2856.391951 = -640525.345805
  nChanged 1
		SP:Iteration 53Q (5688.070000 sec): 3 clusters
  Score: Raw -643382.048396 + Penalty 2856.391951 = -640525.656445
  nChanged 0
		SP:Iteration 54F (5688.080000 sec): 3 clusters
  Score: Raw -643382.048396 + Penalty 2856.391951 = -640525.656445
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5688.090000 sec): 2 clusters
  Score: Raw -418695.140267 + Penalty 1357.940162 = -417337.200105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5688.110000 sec): 3 clusters
  Score: Raw -416539.437840 + Penalty 2715.880325 = -413823.557516
  nChanged 1677
		SP:Iteration 1F (5688.120000 sec): 3 clusters
  Score: Raw -417623.954551 + Penalty 2715.880325 = -414908.074226
  nChanged 348
		SP:Iteration 2F (5688.130000 sec): 3 clusters
  Score: Raw -417867.195482 + Penalty 2715.880325 = -415151.315157
  nChanged 272
		SP:Iteration 3F (5688.140000 sec): 3 clusters
  Score: Raw -418057.266069 + Penalty 2715.880325 = -415341.385744
  nChanged 205
		SP:Iteration 4Q (5688.150000 sec): 3 clusters
  Score: Raw -418195.040052 + Penalty 2715.880325 = -415479.159727
  nChanged 175
		SP:Iteration 5Q (5688.160000 sec): 3 clusters
  Score: Raw -418310.369462 + Penalty 2715.880325 = -415594.489137
  nChanged 144
		SP:Iteration 6Q (5688.170000 sec): 3 clusters
  Score: Raw -418395.076189 + Penalty 2715.880325 = -415679.195864
  nChanged 131
		SP:Iteration 7Q (5688.180000 sec): 3 clusters
  Score: Raw -418462.399740 + Penalty 2715.880325 = -415746.519416
  nChanged 97
		SP:Iteration 8Q (5688.190000 sec): 3 clusters
  Score: Raw -418503.600275 + Penalty 2715.880325 = -415787.719950
  nChanged 76
		SP:Iteration 9Q (5688.200000 sec): 3 clusters
  Score: Raw -418536.730561 + Penalty 2715.880325 = -415820.850236
  nChanged 75
		SP:Iteration 10Q (5688.210000 sec): 3 clusters
  Score: Raw -418571.068053 + Penalty 2715.880325 = -415855.187728
  nChanged 63
		SP:Iteration 11Q (5688.220000 sec): 3 clusters
  Score: Raw -418596.567210 + Penalty 2715.880325 = -415880.686885
  nChanged 48
		SP:Iteration 12Q (5688.230000 sec): 3 clusters
  Score: Raw -418616.264453 + Penalty 2715.880325 = -415900.384128
  nChanged 45
		SP:Iteration 13Q (5688.240000 sec): 3 clusters
  Score: Raw -418638.354028 + Penalty 2715.880325 = -415922.473703
  nChanged 40
		SP:Iteration 14Q (5688.250000 sec): 3 clusters
  Score: Raw -418656.380199 + Penalty 2715.880325 = -415940.499874
  nChanged 46
		SP:Iteration 15Q (5688.260000 sec): 3 clusters
  Score: Raw -418677.227983 + Penalty 2715.880325 = -415961.347658
  nChanged 52
		SP:Iteration 16Q (5688.270000 sec): 3 clusters
  Score: Raw -418700.908326 + Penalty 2715.880325 = -415985.028001
  nChanged 43
		SP:Iteration 17Q (5688.280000 sec): 3 clusters
  Score: Raw -418718.123191 + Penalty 2715.880325 = -416002.242866
  nChanged 31
		SP:Iteration 18Q (5688.290000 sec): 3 clusters
  Score: Raw -418730.552347 + Penalty 2715.880325 = -416014.672022
  nChanged 31
		SP:Iteration 19Q (5688.300000 sec): 3 clusters
  Score: Raw -418741.176227 + Penalty 2715.880325 = -416025.295903
  nChanged 27
		SP:Iteration 20F (5688.310000 sec): 3 clusters
  Score: Raw -418749.011171 + Penalty 2715.880325 = -416033.130846
  nChanged 19
		SP:Iteration 21Q (5688.320000 sec): 3 clusters
  Score: Raw -418753.469469 + Penalty 2715.880325 = -416037.589145
  nChanged 13
		SP:Iteration 22Q (5688.330000 sec): 3 clusters
  Score: Raw -418756.715581 + Penalty 2715.880325 = -416040.835256
  nChanged 13
		SP:Iteration 23Q (5688.340000 sec): 3 clusters
  Score: Raw -418761.572748 + Penalty 2715.880325 = -416045.692423
  nChanged 14
		SP:Iteration 24Q (5688.350000 sec): 3 clusters
  Score: Raw -418766.432146 + Penalty 2715.880325 = -416050.551822
  nChanged 14
		SP:Iteration 25Q (5688.360000 sec): 3 clusters
  Score: Raw -418770.292909 + Penalty 2715.880325 = -416054.412584
  nChanged 10
		SP:Iteration 26Q (5688.370000 sec): 3 clusters
  Score: Raw -418772.984157 + Penalty 2715.880325 = -416057.103832
  nChanged 11
		SP:Iteration 27Q (5688.380000 sec): 3 clusters
  Score: Raw -418776.325179 + Penalty 2715.880325 = -416060.444855
  nChanged 13
		SP:Iteration 28Q (5688.390000 sec): 3 clusters
  Score: Raw -418779.402085 + Penalty 2715.880325 = -416063.521761
  nChanged 14
		SP:Iteration 29Q (5688.400000 sec): 3 clusters
  Score: Raw -418782.818146 + Penalty 2715.880325 = -416066.937821
  nChanged 10
		SP:Iteration 30Q (5688.410000 sec): 3 clusters
  Score: Raw -418787.996002 + Penalty 2715.880325 = -416072.115677
  nChanged 12
		SP:Iteration 31Q (5688.420000 sec): 3 clusters
  Score: Raw -418792.624002 + Penalty 2715.880325 = -416076.743677
  nChanged 10
		SP:Iteration 32Q (5688.430000 sec): 3 clusters
  Score: Raw -418796.237977 + Penalty 2715.880325 = -416080.357653
  nChanged 6
		SP:Iteration 33Q (5688.440000 sec): 3 clusters
  Score: Raw -418797.996785 + Penalty 2715.880325 = -416082.116460
  nChanged 1
		SP:Iteration 34Q (5688.450000 sec): 3 clusters
  Score: Raw -418798.176626 + Penalty 2715.880325 = -416082.296302
  nChanged 2
		SP:Iteration 35Q (5688.460000 sec): 3 clusters
  Score: Raw -418798.384092 + Penalty 2715.880325 = -416082.503767
  nChanged 3
		SP:Iteration 36Q (5688.470000 sec): 3 clusters
  Score: Raw -418798.944485 + Penalty 2715.880325 = -416083.064160
  nChanged 3
		SP:Iteration 37Q (5688.480000 sec): 3 clusters
  Score: Raw -418800.157165 + Penalty 2715.880325 = -416084.276841
  nChanged 5
		SP:Iteration 38Q (5688.490000 sec): 3 clusters
  Score: Raw -418802.928564 + Penalty 2715.880325 = -416087.048239
  nChanged 8
		SP:Iteration 39Q (5688.510000 sec): 3 clusters
  Score: Raw -418804.605244 + Penalty 2715.880325 = -416088.724919
  nChanged 4
		SP:Iteration 40F (5688.510000 sec): 3 clusters
  Score: Raw -418805.507492 + Penalty 2715.880325 = -416089.627168
  nChanged 4
		SP:Iteration 41Q (5688.530000 sec): 3 clusters
  Score: Raw -418806.828841 + Penalty 2715.880325 = -416090.948517
  nChanged 5
		SP:Iteration 42Q (5688.530000 sec): 3 clusters
  Score: Raw -418808.613609 + Penalty 2715.880325 = -416092.733284
  nChanged 6
		SP:Iteration 43Q (5688.550000 sec): 3 clusters
  Score: Raw -418810.556972 + Penalty 2715.880325 = -416094.676648
  nChanged 6
		SP:Iteration 44Q (5688.550000 sec): 3 clusters
  Score: Raw -418811.516053 + Penalty 2715.880325 = -416095.635728
  nChanged 6
		SP:Iteration 45Q (5688.570000 sec): 3 clusters
  Score: Raw -418813.047052 + Penalty 2715.880325 = -416097.166727
  nChanged 5
		SP:Iteration 46Q (5688.570000 sec): 3 clusters
  Score: Raw -418813.880958 + Penalty 2715.880325 = -416098.000633
  nChanged 10
		SP:Iteration 47Q (5688.590000 sec): 3 clusters
  Score: Raw -418816.563436 + Penalty 2715.880325 = -416100.683111
  nChanged 10
		SP:Iteration 48Q (5688.590000 sec): 3 clusters
  Score: Raw -418819.059267 + Penalty 2715.880325 = -416103.178942
  nChanged 12
		SP:Iteration 49Q (5688.610000 sec): 3 clusters
  Score: Raw -418823.056352 + Penalty 2715.880325 = -416107.176028
  nChanged 9
		SP:Iteration 50Q (5688.610000 sec): 3 clusters
  Score: Raw -418824.972978 + Penalty 2715.880325 = -416109.092654
  nChanged 9
		SP:Iteration 51Q (5688.630000 sec): 3 clusters
  Score: Raw -418827.368702 + Penalty 2715.880325 = -416111.488377
  nChanged 5
		SP:Iteration 52Q (5688.630000 sec): 3 clusters
  Score: Raw -418829.089585 + Penalty 2715.880325 = -416113.209260
  nChanged 7
		SP:Iteration 53Q (5688.650000 sec): 3 clusters
  Score: Raw -418830.744484 + Penalty 2715.880325 = -416114.864159
  nChanged 3
		SP:Iteration 54Q (5688.650000 sec): 3 clusters
  Score: Raw -418831.673542 + Penalty 2715.880325 = -416115.793217
  nChanged 2
		SP:Iteration 55Q (5688.670000 sec): 3 clusters
  Score: Raw -418832.231928 + Penalty 2715.880325 = -416116.351604
  nChanged 2
		SP:Iteration 56Q (5688.670000 sec): 3 clusters
  Score: Raw -418833.260885 + Penalty 2715.880325 = -416117.380560
  nChanged 4
		SP:Iteration 57Q (5688.690000 sec): 3 clusters
  Score: Raw -418834.315053 + Penalty 2715.880325 = -416118.434729
  nChanged 2
		SP:Iteration 58Q (5688.700000 sec): 3 clusters
  Score: Raw -418834.509719 + Penalty 2715.880325 = -416118.629394
  nChanged 0
		SP:Iteration 59F (5688.710000 sec): 3 clusters
  Score: Raw -418834.509719 + Penalty 2715.880325 = -416118.629394
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5688.720000 sec): 2 clusters
  Score: Raw -276479.182738 + Penalty 1298.578764 = -275180.603975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5688.730000 sec): 3 clusters
  Score: Raw -275063.097552 + Penalty 2597.157527 = -272465.940025
  nChanged 1137
		SP:Iteration 1F (5688.730000 sec): 3 clusters
  Score: Raw -275757.650702 + Penalty 2597.157527 = -273160.493175
  nChanged 242
		SP:Iteration 2F (5688.740000 sec): 3 clusters
  Score: Raw -275896.693042 + Penalty 2597.157527 = -273299.535515
  nChanged 152
		SP:Iteration 3F (5688.750000 sec): 3 clusters
  Score: Raw -275988.649341 + Penalty 2597.157527 = -273391.491814
  nChanged 103
		SP:Iteration 4Q (5688.750000 sec): 3 clusters
  Score: Raw -276040.887576 + Penalty 2597.157527 = -273443.730048
  nChanged 70
		SP:Iteration 5Q (5688.760000 sec): 3 clusters
  Score: Raw -276077.712679 + Penalty 2597.157527 = -273480.555152
  nChanged 56
		SP:Iteration 6Q (5688.770000 sec): 3 clusters
  Score: Raw -276111.882146 + Penalty 2597.157527 = -273514.724619
  nChanged 69
		SP:Iteration 7Q (5688.780000 sec): 3 clusters
  Score: Raw -276146.634020 + Penalty 2597.157527 = -273549.476493
  nChanged 60
		SP:Iteration 8Q (5688.780000 sec): 3 clusters
  Score: Raw -276170.441763 + Penalty 2597.157527 = -273573.284236
  nChanged 40
		SP:Iteration 9Q (5688.790000 sec): 3 clusters
  Score: Raw -276191.776951 + Penalty 2597.157527 = -273594.619423
  nChanged 39
		SP:Iteration 10Q (5688.800000 sec): 3 clusters
  Score: Raw -276211.550980 + Penalty 2597.157527 = -273614.393453
  nChanged 37
		SP:Iteration 11Q (5688.810000 sec): 3 clusters
  Score: Raw -276228.610348 + Penalty 2597.157527 = -273631.452821
  nChanged 32
		SP:Iteration 12Q (5688.810000 sec): 3 clusters
  Score: Raw -276243.377110 + Penalty 2597.157527 = -273646.219583
  nChanged 30
		SP:Iteration 13Q (5688.820000 sec): 3 clusters
  Score: Raw -276255.607719 + Penalty 2597.157527 = -273658.450192
  nChanged 24
		SP:Iteration 14Q (5688.830000 sec): 3 clusters
  Score: Raw -276267.299693 + Penalty 2597.157527 = -273670.142166
  nChanged 26
		SP:Iteration 15Q (5688.840000 sec): 3 clusters
  Score: Raw -276279.590632 + Penalty 2597.157527 = -273682.433105
  nChanged 28
		SP:Iteration 16Q (5688.850000 sec): 3 clusters
  Score: Raw -276289.551898 + Penalty 2597.157527 = -273692.394371
  nChanged 13
		SP:Iteration 17Q (5688.850000 sec): 3 clusters
  Score: Raw -276293.813843 + Penalty 2597.157527 = -273696.656316
  nChanged 14
		SP:Iteration 18Q (5688.860000 sec): 3 clusters
  Score: Raw -276297.972437 + Penalty 2597.157527 = -273700.814910
  nChanged 8
		SP:Iteration 19Q (5688.870000 sec): 3 clusters
  Score: Raw -276300.542345 + Penalty 2597.157527 = -273703.384818
  nChanged 7
		SP:Iteration 20F (5688.870000 sec): 3 clusters
  Score: Raw -276302.838805 + Penalty 2597.157527 = -273705.681278
  nChanged 10
		SP:Iteration 21Q (5688.880000 sec): 3 clusters
  Score: Raw -276305.592157 + Penalty 2597.157527 = -273708.434630
  nChanged 7
		SP:Iteration 22Q (5688.890000 sec): 3 clusters
  Score: Raw -276306.909267 + Penalty 2597.157527 = -273709.751740
  nChanged 3
		SP:Iteration 23Q (5688.890000 sec): 3 clusters
  Score: Raw -276307.584687 + Penalty 2597.157527 = -273710.427159
  nChanged 4
		SP:Iteration 24Q (5688.900000 sec): 3 clusters
  Score: Raw -276309.124236 + Penalty 2597.157527 = -273711.966709
  nChanged 4
		SP:Iteration 25Q (5688.910000 sec): 3 clusters
  Score: Raw -276309.991836 + Penalty 2597.157527 = -273712.834309
  nChanged 6
		SP:Iteration 26Q (5688.920000 sec): 3 clusters
  Score: Raw -276312.633467 + Penalty 2597.157527 = -273715.475940
  nChanged 4
		SP:Iteration 27Q (5688.920000 sec): 3 clusters
  Score: Raw -276314.172863 + Penalty 2597.157527 = -273717.015336
  nChanged 4
		SP:Iteration 28Q (5688.930000 sec): 3 clusters
  Score: Raw -276315.810909 + Penalty 2597.157527 = -273718.653382
  nChanged 4
		SP:Iteration 29Q (5688.940000 sec): 3 clusters
  Score: Raw -276317.329122 + Penalty 2597.157527 = -273720.171594
  nChanged 5
		SP:Iteration 30Q (5688.950000 sec): 3 clusters
  Score: Raw -276319.271993 + Penalty 2597.157527 = -273722.114465
  nChanged 5
		SP:Iteration 31Q (5688.950000 sec): 3 clusters
  Score: Raw -276320.885892 + Penalty 2597.157527 = -273723.728365
  nChanged 9
		SP:Iteration 32Q (5688.960000 sec): 3 clusters
  Score: Raw -276323.899618 + Penalty 2597.157527 = -273726.742091
  nChanged 7
		SP:Iteration 33Q (5688.970000 sec): 3 clusters
  Score: Raw -276327.519775 + Penalty 2597.157527 = -273730.362248
  nChanged 8
		SP:Iteration 34Q (5688.970000 sec): 3 clusters
  Score: Raw -276330.837680 + Penalty 2597.157527 = -273733.680153
  nChanged 11
		SP:Iteration 35Q (5688.980000 sec): 3 clusters
  Score: Raw -276336.536960 + Penalty 2597.157527 = -273739.379433
  nChanged 11
		SP:Iteration 36Q (5688.990000 sec): 3 clusters
  Score: Raw -276340.614755 + Penalty 2597.157527 = -273743.457228
  nChanged 8
		SP:Iteration 37Q (5688.990000 sec): 3 clusters
  Score: Raw -276343.550633 + Penalty 2597.157527 = -273746.393106
  nChanged 8
		SP:Iteration 38Q (5689.000000 sec): 3 clusters
  Score: Raw -276346.888995 + Penalty 2597.157527 = -273749.731468
  nChanged 5
		SP:Iteration 39Q (5689.010000 sec): 3 clusters
  Score: Raw -276348.916335 + Penalty 2597.157527 = -273751.758807
  nChanged 10
		SP:Iteration 40F (5689.020000 sec): 3 clusters
  Score: Raw -276352.276825 + Penalty 2597.157527 = -273755.119298
  nChanged 13
		SP:Iteration 41Q (5689.030000 sec): 3 clusters
  Score: Raw -276356.864446 + Penalty 2597.157527 = -273759.706919
  nChanged 7
		SP:Iteration 42Q (5689.030000 sec): 3 clusters
  Score: Raw -276358.469324 + Penalty 2597.157527 = -273761.311797
  nChanged 7
		SP:Iteration 43Q (5689.040000 sec): 3 clusters
  Score: Raw -276361.701457 + Penalty 2597.157527 = -273764.543929
  nChanged 5
		SP:Iteration 44Q (5689.050000 sec): 3 clusters
  Score: Raw -276362.684545 + Penalty 2597.157527 = -273765.527018
  nChanged 1
		SP:Iteration 45Q (5689.050000 sec): 3 clusters
  Score: Raw -276363.047796 + Penalty 2597.157527 = -273765.890268
  nChanged 1
		SP:Iteration 46Q (5689.060000 sec): 3 clusters
  Score: Raw -276363.355161 + Penalty 2597.157527 = -273766.197633
  nChanged 1
		SP:Iteration 47Q (5689.070000 sec): 3 clusters
  Score: Raw -276363.477705 + Penalty 2597.157527 = -273766.320177
  nChanged 0
		SP:Iteration 48F (5689.070000 sec): 3 clusters
  Score: Raw -276363.477705 + Penalty 2597.157527 = -273766.320177
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5689.150000 sec): 2 clusters
  Score: Raw -2390082.662032 + Penalty 1630.544663 = -2388452.117370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5689.210000 sec): 3 clusters
  Score: Raw -2376170.938427 + Penalty 3261.089325 = -2372909.849102
  nChanged 10429
		SP:Iteration 1F (5689.260000 sec): 3 clusters
  Score: Raw -2381591.273992 + Penalty 3261.089325 = -2378330.184667
  nChanged 1071
		SP:Iteration 2Q (5689.320000 sec): 3 clusters
  Score: Raw -2381928.086538 + Penalty 3261.089325 = -2378666.997213
  nChanged 958
		SP:Iteration 3Q (5689.380000 sec): 3 clusters
  Score: Raw -2382234.118723 + Penalty 3261.089325 = -2378973.029398
  nChanged 880
		SP:Iteration 4Q (5689.440000 sec): 3 clusters
  Score: Raw -2382550.051541 + Penalty 3261.089325 = -2379288.962216
  nChanged 896
		SP:Iteration 5Q (5689.500000 sec): 3 clusters
  Score: Raw -2382908.114117 + Penalty 3261.089325 = -2379647.024792
  nChanged 1010
		SP:Iteration 6Q (5689.550000 sec): 3 clusters
  Score: Raw -2383406.414869 + Penalty 3261.089325 = -2380145.325544
  nChanged 1186
		SP:Iteration 7F (5689.610000 sec): 3 clusters
  Score: Raw -2384123.210896 + Penalty 3261.089325 = -2380862.121571
  nChanged 1400
		SP:Iteration 8F (5689.670000 sec): 3 clusters
  Score: Raw -2385124.806522 + Penalty 3261.089325 = -2381863.717197
  nChanged 1489
		SP:Iteration 9F (5689.730000 sec): 3 clusters
  Score: Raw -2386280.106379 + Penalty 3261.089325 = -2383019.017054
  nChanged 1340
		SP:Iteration 10F (5689.790000 sec): 3 clusters
  Score: Raw -2387422.388602 + Penalty 3261.089325 = -2384161.299277
  nChanged 1136
		SP:Iteration 11Q (5689.840000 sec): 3 clusters
  Score: Raw -2388455.382131 + Penalty 3261.089325 = -2385194.292806
  nChanged 839
		SP:Iteration 12Q (5689.900000 sec): 3 clusters
  Score: Raw -2389191.862590 + Penalty 3261.089325 = -2385930.773265
  nChanged 588
		SP:Iteration 13Q (5689.950000 sec): 3 clusters
  Score: Raw -2389693.530100 + Penalty 3261.089325 = -2386432.440775
  nChanged 411
		SP:Iteration 14Q (5690.000000 sec): 3 clusters
  Score: Raw -2389946.753640 + Penalty 3261.089325 = -2386685.664315
  nChanged 308
		SP:Iteration 15Q (5690.050000 sec): 3 clusters
  Score: Raw -2390102.580364 + Penalty 3261.089325 = -2386841.491039
  nChanged 259
		SP:Iteration 16Q (5690.100000 sec): 3 clusters
  Score: Raw -2390198.759277 + Penalty 3261.089325 = -2386937.669952
  nChanged 178
		SP:Iteration 17Q (5690.150000 sec): 3 clusters
  Score: Raw -2390260.730217 + Penalty 3261.089325 = -2386999.640892
  nChanged 145
		SP:Iteration 18Q (5690.190000 sec): 3 clusters
  Score: Raw -2390303.571824 + Penalty 3261.089325 = -2387042.482499
  nChanged 105
		SP:Iteration 19Q (5690.240000 sec): 3 clusters
  Score: Raw -2390327.213458 + Penalty 3261.089325 = -2387066.124133
  nChanged 84
		SP:Iteration 20F (5690.300000 sec): 3 clusters
  Score: Raw -2390344.770623 + Penalty 3261.089325 = -2387083.681298
  nChanged 74
		SP:Iteration 21Q (5690.350000 sec): 3 clusters
  Score: Raw -2390361.594636 + Penalty 3261.089325 = -2387100.505311
  nChanged 84
		SP:Iteration 22Q (5690.390000 sec): 3 clusters
  Score: Raw -2390381.658938 + Penalty 3261.089325 = -2387120.569613
  nChanged 73
		SP:Iteration 23Q (5690.440000 sec): 3 clusters
  Score: Raw -2390396.897041 + Penalty 3261.089325 = -2387135.807716
  nChanged 69
		SP:Iteration 24Q (5690.490000 sec): 3 clusters
  Score: Raw -2390410.361570 + Penalty 3261.089325 = -2387149.272245
  nChanged 55
		SP:Iteration 25Q (5690.530000 sec): 3 clusters
  Score: Raw -2390418.497727 + Penalty 3261.089325 = -2387157.408402
  nChanged 45
		SP:Iteration 26Q (5690.580000 sec): 3 clusters
  Score: Raw -2390425.138357 + Penalty 3261.089325 = -2387164.049031
  nChanged 38
		SP:Iteration 27Q (5690.630000 sec): 3 clusters
  Score: Raw -2390431.694668 + Penalty 3261.089325 = -2387170.605343
  nChanged 40
		SP:Iteration 28Q (5690.670000 sec): 3 clusters
  Score: Raw -2390437.872035 + Penalty 3261.089325 = -2387176.782710
  nChanged 37
		SP:Iteration 29Q (5690.720000 sec): 3 clusters
  Score: Raw -2390443.595989 + Penalty 3261.089325 = -2387182.506664
  nChanged 29
		SP:Iteration 30Q (5690.770000 sec): 3 clusters
  Score: Raw -2390447.554729 + Penalty 3261.089325 = -2387186.465404
  nChanged 31
		SP:Iteration 31Q (5690.810000 sec): 3 clusters
  Score: Raw -2390451.724190 + Penalty 3261.089325 = -2387190.634865
  nChanged 27
		SP:Iteration 32Q (5690.860000 sec): 3 clusters
  Score: Raw -2390455.276531 + Penalty 3261.089325 = -2387194.187206
  nChanged 23
		SP:Iteration 33Q (5690.900000 sec): 3 clusters
  Score: Raw -2390457.501585 + Penalty 3261.089325 = -2387196.412260
  nChanged 12
		SP:Iteration 34Q (5690.950000 sec): 3 clusters
  Score: Raw -2390458.911851 + Penalty 3261.089325 = -2387197.822526
  nChanged 14
		SP:Iteration 35Q (5690.990000 sec): 3 clusters
  Score: Raw -2390460.355249 + Penalty 3261.089325 = -2387199.265924
  nChanged 13
		SP:Iteration 36Q (5691.040000 sec): 3 clusters
  Score: Raw -2390461.745622 + Penalty 3261.089325 = -2387200.656297
  nChanged 15
		SP:Iteration 37Q (5691.090000 sec): 3 clusters
  Score: Raw -2390463.126584 + Penalty 3261.089325 = -2387202.037258
  nChanged 12
		SP:Iteration 38Q (5691.130000 sec): 3 clusters
  Score: Raw -2390464.603080 + Penalty 3261.089325 = -2387203.513755
  nChanged 18
		SP:Iteration 39Q (5691.180000 sec): 3 clusters
  Score: Raw -2390466.321287 + Penalty 3261.089325 = -2387205.231962
  nChanged 14
		SP:Iteration 40F (5691.230000 sec): 3 clusters
  Score: Raw -2390467.695936 + Penalty 3261.089325 = -2387206.606611
  nChanged 11
		SP:Iteration 41Q (5691.280000 sec): 3 clusters
  Score: Raw -2390468.590069 + Penalty 3261.089325 = -2387207.500744
  nChanged 11
		SP:Iteration 42Q (5691.330000 sec): 3 clusters
  Score: Raw -2390469.743435 + Penalty 3261.089325 = -2387208.654110
  nChanged 7
		SP:Iteration 43Q (5691.370000 sec): 3 clusters
  Score: Raw -2390470.981539 + Penalty 3261.089325 = -2387209.892214
  nChanged 10
		SP:Iteration 44Q (5691.410000 sec): 3 clusters
  Score: Raw -2390471.902635 + Penalty 3261.089325 = -2387210.813309
  nChanged 8
		SP:Iteration 45Q (5691.460000 sec): 3 clusters
  Score: Raw -2390472.544695 + Penalty 3261.089325 = -2387211.455370
  nChanged 8
		SP:Iteration 46Q (5691.510000 sec): 3 clusters
  Score: Raw -2390473.175469 + Penalty 3261.089325 = -2387212.086144
  nChanged 3
		SP:Iteration 47Q (5691.550000 sec): 3 clusters
  Score: Raw -2390473.591337 + Penalty 3261.089325 = -2387212.502012
  nChanged 5
		SP:Iteration 48Q (5691.600000 sec): 3 clusters
  Score: Raw -2390474.126932 + Penalty 3261.089325 = -2387213.037606
  nChanged 3
		SP:Iteration 49Q (5691.650000 sec): 3 clusters
  Score: Raw -2390474.468369 + Penalty 3261.089325 = -2387213.379044
  nChanged 3
		SP:Iteration 50Q (5691.690000 sec): 3 clusters
  Score: Raw -2390474.939055 + Penalty 3261.089325 = -2387213.849730
  nChanged 4
		SP:Iteration 51Q (5691.730000 sec): 3 clusters
  Score: Raw -2390475.331808 + Penalty 3261.089325 = -2387214.242483
  nChanged 5
		SP:Iteration 52Q (5691.780000 sec): 3 clusters
  Score: Raw -2390475.762884 + Penalty 3261.089325 = -2387214.673559
  nChanged 3
		SP:Iteration 53Q (5691.830000 sec): 3 clusters
  Score: Raw -2390476.089117 + Penalty 3261.089325 = -2387214.999792
  nChanged 2
		SP:Iteration 54Q (5691.870000 sec): 3 clusters
  Score: Raw -2390476.236584 + Penalty 3261.089325 = -2387215.147259
  nChanged 0
		SP:Iteration 55F (5691.930000 sec): 3 clusters
  Score: Raw -2390476.236584 + Penalty 3261.089325 = -2387215.147259
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5691.950000 sec): 2 clusters
  Score: Raw -149483.526178 + Penalty 1198.071285 = -148285.454894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5691.950000 sec): 3 clusters
  Score: Raw -148837.954335 + Penalty 2396.142569 = -146441.811766
  nChanged 552
		SP:Iteration 1F (5691.950000 sec): 3 clusters
  Score: Raw -149265.012917 + Penalty 2396.142569 = -146868.870348
  nChanged 133
		SP:Iteration 2F (5691.960000 sec): 3 clusters
  Score: Raw -149386.521509 + Penalty 2396.142569 = -146990.378940
  nChanged 82
		SP:Iteration 3F (5691.960000 sec): 3 clusters
  Score: Raw -149451.768651 + Penalty 2396.142569 = -147055.626081
  nChanged 50
		SP:Iteration 4Q (5691.970000 sec): 3 clusters
  Score: Raw -149497.610738 + Penalty 2396.142569 = -147101.468169
  nChanged 40
		SP:Iteration 5Q (5691.970000 sec): 3 clusters
  Score: Raw -149528.862595 + Penalty 2396.142569 = -147132.720026
  nChanged 35
		SP:Iteration 6Q (5691.970000 sec): 3 clusters
  Score: Raw -149549.174584 + Penalty 2396.142569 = -147153.032015
  nChanged 26
		SP:Iteration 7Q (5691.980000 sec): 3 clusters
  Score: Raw -149563.382439 + Penalty 2396.142569 = -147167.239870
  nChanged 14
		SP:Iteration 8Q (5691.980000 sec): 3 clusters
  Score: Raw -149571.285979 + Penalty 2396.142569 = -147175.143410
  nChanged 11
		SP:Iteration 9Q (5691.990000 sec): 3 clusters
  Score: Raw -149580.046223 + Penalty 2396.142569 = -147183.903654
  nChanged 13
		SP:Iteration 10Q (5691.990000 sec): 3 clusters
  Score: Raw -149590.489155 + Penalty 2396.142569 = -147194.346586
  nChanged 14
		SP:Iteration 11Q (5691.990000 sec): 3 clusters
  Score: Raw -149597.324627 + Penalty 2396.142569 = -147201.182058
  nChanged 7
		SP:Iteration 12Q (5692.000000 sec): 3 clusters
  Score: Raw -149600.082449 + Penalty 2396.142569 = -147203.939880
  nChanged 7
		SP:Iteration 13Q (5692.000000 sec): 3 clusters
  Score: Raw -149603.524101 + Penalty 2396.142569 = -147207.381531
  nChanged 9
		SP:Iteration 14Q (5692.010000 sec): 3 clusters
  Score: Raw -149609.038942 + Penalty 2396.142569 = -147212.896373
  nChanged 10
		SP:Iteration 15Q (5692.010000 sec): 3 clusters
  Score: Raw -149614.562451 + Penalty 2396.142569 = -147218.419882
  nChanged 12
		SP:Iteration 16Q (5692.010000 sec): 3 clusters
  Score: Raw -149619.054030 + Penalty 2396.142569 = -147222.911461
  nChanged 4
		SP:Iteration 17Q (5692.020000 sec): 3 clusters
  Score: Raw -149620.477696 + Penalty 2396.142569 = -147224.335127
  nChanged 4
		SP:Iteration 18Q (5692.020000 sec): 3 clusters
  Score: Raw -149622.211637 + Penalty 2396.142569 = -147226.069068
  nChanged 3
		SP:Iteration 19Q (5692.020000 sec): 3 clusters
  Score: Raw -149624.007217 + Penalty 2396.142569 = -147227.864647
  nChanged 5
		SP:Iteration 20F (5692.030000 sec): 3 clusters
  Score: Raw -149626.153174 + Penalty 2396.142569 = -147230.010605
  nChanged 3
		SP:Iteration 21Q (5692.030000 sec): 3 clusters
  Score: Raw -149629.677475 + Penalty 2396.142569 = -147233.534906
  nChanged 6
		SP:Iteration 22Q (5692.030000 sec): 3 clusters
  Score: Raw -149632.646449 + Penalty 2396.142569 = -147236.503880
  nChanged 7
		SP:Iteration 23Q (5692.040000 sec): 3 clusters
  Score: Raw -149636.781037 + Penalty 2396.142569 = -147240.638467
  nChanged 15
		SP:Iteration 24Q (5692.040000 sec): 3 clusters
  Score: Raw -149647.215067 + Penalty 2396.142569 = -147251.072498
  nChanged 14
		SP:Iteration 25Q (5692.050000 sec): 3 clusters
  Score: Raw -149659.224147 + Penalty 2396.142569 = -147263.081578
  nChanged 14
		SP:Iteration 26Q (5692.050000 sec): 3 clusters
  Score: Raw -149670.140403 + Penalty 2396.142569 = -147273.997834
  nChanged 14
		SP:Iteration 27Q (5692.050000 sec): 3 clusters
  Score: Raw -149681.890041 + Penalty 2396.142569 = -147285.747472
  nChanged 21
		SP:Iteration 28Q (5692.060000 sec): 3 clusters
  Score: Raw -149699.989947 + Penalty 2396.142569 = -147303.847378
  nChanged 21
		SP:Iteration 29Q (5692.060000 sec): 3 clusters
  Score: Raw -149713.562856 + Penalty 2396.142569 = -147317.420287
  nChanged 11
		SP:Iteration 30Q (5692.070000 sec): 3 clusters
  Score: Raw -149728.179209 + Penalty 2396.142569 = -147332.036640
  nChanged 18
		SP:Iteration 31Q (5692.070000 sec): 3 clusters
  Score: Raw -149744.984692 + Penalty 2396.142569 = -147348.842123
  nChanged 19
		SP:Iteration 32Q (5692.070000 sec): 3 clusters
  Score: Raw -149761.689444 + Penalty 2396.142569 = -147365.546875
  nChanged 23
		SP:Iteration 33Q (5692.080000 sec): 3 clusters
  Score: Raw -149778.588042 + Penalty 2396.142569 = -147382.445473
  nChanged 16
		SP:Iteration 34Q (5692.080000 sec): 3 clusters
  Score: Raw -149791.364801 + Penalty 2396.142569 = -147395.222232
  nChanged 11
		SP:Iteration 35Q (5692.090000 sec): 3 clusters
  Score: Raw -149798.335486 + Penalty 2396.142569 = -147402.192917
  nChanged 7
		SP:Iteration 36Q (5692.090000 sec): 3 clusters
  Score: Raw -149803.748982 + Penalty 2396.142569 = -147407.606413
  nChanged 9
		SP:Iteration 37Q (5692.090000 sec): 3 clusters
  Score: Raw -149810.581026 + Penalty 2396.142569 = -147414.438457
  nChanged 6
		SP:Iteration 38Q (5692.090000 sec): 3 clusters
  Score: Raw -149812.825238 + Penalty 2396.142569 = -147416.682669
  nChanged 4
		SP:Iteration 39Q (5692.100000 sec): 3 clusters
  Score: Raw -149814.279843 + Penalty 2396.142569 = -147418.137274
  nChanged 3
		SP:Iteration 40F (5692.100000 sec): 3 clusters
  Score: Raw -149817.426203 + Penalty 2396.142569 = -147421.283634
  nChanged 5
		SP:Iteration 41Q (5692.100000 sec): 3 clusters
  Score: Raw -149820.643252 + Penalty 2396.142569 = -147424.500683
  nChanged 3
		SP:Iteration 42Q (5692.110000 sec): 3 clusters
  Score: Raw -149821.913725 + Penalty 2396.142569 = -147425.771156
  nChanged 3
		SP:Iteration 43Q (5692.110000 sec): 3 clusters
  Score: Raw -149823.240795 + Penalty 2396.142569 = -147427.098226
  nChanged 2
		SP:Iteration 44Q (5692.110000 sec): 3 clusters
  Score: Raw -149823.944959 + Penalty 2396.142569 = -147427.802389
  nChanged 3
		SP:Iteration 45Q (5692.120000 sec): 3 clusters
  Score: Raw -149825.248178 + Penalty 2396.142569 = -147429.105609
  nChanged 1
		SP:Iteration 46Q (5692.120000 sec): 3 clusters
  Score: Raw -149825.639567 + Penalty 2396.142569 = -147429.496998
  nChanged 0
		SP:Iteration 47F (5692.130000 sec): 3 clusters
  Score: Raw -149825.639567 + Penalty 2396.142569 = -147429.496998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (3186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5692.130000 sec): 2 clusters
  Score: Raw -282474.234105 + Penalty 1310.809742 = -281163.424363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5692.140000 sec): 3 clusters
  Score: Raw -280925.915248 + Penalty 2621.619484 = -278304.295763
  nChanged 1251
		SP:Iteration 1F (5692.150000 sec): 3 clusters
  Score: Raw -281864.766518 + Penalty 2621.619484 = -279243.147034
  nChanged 325
		SP:Iteration 2F (5692.160000 sec): 3 clusters
  Score: Raw -282261.851527 + Penalty 2621.619484 = -279640.232042
  nChanged 268
		SP:Iteration 3F (5692.170000 sec): 3 clusters
  Score: Raw -282565.694530 + Penalty 2621.619484 = -279944.075046
  nChanged 219
		SP:Iteration 4F (5692.170000 sec): 3 clusters
  Score: Raw -282801.621283 + Penalty 2621.619484 = -280180.001799
  nChanged 185
		SP:Iteration 5F (5692.180000 sec): 3 clusters
  Score: Raw -282991.340800 + Penalty 2621.619484 = -280369.721316
  nChanged 151
		SP:Iteration 6Q (5692.190000 sec): 3 clusters
  Score: Raw -283152.530751 + Penalty 2621.619484 = -280530.911266
  nChanged 114
		SP:Iteration 7Q (5692.200000 sec): 3 clusters
  Score: Raw -283276.254937 + Penalty 2621.619484 = -280654.635453
  nChanged 101
		SP:Iteration 8Q (5692.200000 sec): 3 clusters
  Score: Raw -283397.544409 + Penalty 2621.619484 = -280775.924925
  nChanged 92
		SP:Iteration 9Q (5692.210000 sec): 3 clusters
  Score: Raw -283501.580924 + Penalty 2621.619484 = -280879.961440
  nChanged 71
		SP:Iteration 10Q (5692.220000 sec): 3 clusters
  Score: Raw -283563.362870 + Penalty 2621.619484 = -280941.743385
  nChanged 43
		SP:Iteration 11Q (5692.230000 sec): 3 clusters
  Score: Raw -283586.785459 + Penalty 2621.619484 = -280965.165974
  nChanged 27
		SP:Iteration 12Q (5692.230000 sec): 3 clusters
  Score: Raw -283599.374287 + Penalty 2621.619484 = -280977.754802
  nChanged 14
		SP:Iteration 13Q (5692.240000 sec): 3 clusters
  Score: Raw -283603.557684 + Penalty 2621.619484 = -280981.938200
  nChanged 7
		SP:Iteration 14Q (5692.250000 sec): 3 clusters
  Score: Raw -283605.666281 + Penalty 2621.619484 = -280984.046797
  nChanged 5
		SP:Iteration 15Q (5692.250000 sec): 3 clusters
  Score: Raw -283607.377481 + Penalty 2621.619484 = -280985.757997
  nChanged 6
		SP:Iteration 16Q (5692.260000 sec): 3 clusters
  Score: Raw -283609.182401 + Penalty 2621.619484 = -280987.562917
  nChanged 4
		SP:Iteration 17Q (5692.270000 sec): 3 clusters
  Score: Raw -283610.887773 + Penalty 2621.619484 = -280989.268288
  nChanged 5
		SP:Iteration 18Q (5692.270000 sec): 3 clusters
  Score: Raw -283612.915095 + Penalty 2621.619484 = -280991.295610
  nChanged 8
		SP:Iteration 19Q (5692.280000 sec): 3 clusters
  Score: Raw -283615.494674 + Penalty 2621.619484 = -280993.875190
  nChanged 5
		SP:Iteration 20F (5692.290000 sec): 3 clusters
  Score: Raw -283616.854126 + Penalty 2621.619484 = -280995.234642
  nChanged 2
		SP:Iteration 21Q (5692.290000 sec): 3 clusters
  Score: Raw -283617.214206 + Penalty 2621.619484 = -280995.594722
  nChanged 5
		SP:Iteration 22Q (5692.300000 sec): 3 clusters
  Score: Raw -283618.718053 + Penalty 2621.619484 = -280997.098569
  nChanged 6
		SP:Iteration 23Q (5692.310000 sec): 3 clusters
  Score: Raw -283621.031046 + Penalty 2621.619484 = -280999.411562
  nChanged 5
		SP:Iteration 24Q (5692.320000 sec): 3 clusters
  Score: Raw -283622.626597 + Penalty 2621.619484 = -281001.007113
  nChanged 4
		SP:Iteration 25Q (5692.320000 sec): 3 clusters
  Score: Raw -283625.580559 + Penalty 2621.619484 = -281003.961075
  nChanged 7
		SP:Iteration 26Q (5692.330000 sec): 3 clusters
  Score: Raw -283627.982886 + Penalty 2621.619484 = -281006.363401
  nChanged 4
		SP:Iteration 27Q (5692.340000 sec): 3 clusters
  Score: Raw -283629.389376 + Penalty 2621.619484 = -281007.769892
  nChanged 3
		SP:Iteration 28Q (5692.350000 sec): 3 clusters
  Score: Raw -283630.142136 + Penalty 2621.619484 = -281008.522651
  nChanged 0
		SP:Iteration 29F (5692.350000 sec): 3 clusters
  Score: Raw -283630.142136 + Penalty 2621.619484 = -281008.522651
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5692.370000 sec): 2 clusters
  Score: Raw -440445.878137 + Penalty 1367.823089 = -439078.055048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5692.380000 sec): 3 clusters
  Score: Raw -438164.328486 + Penalty 2735.646178 = -435428.682307
  nChanged 1760
		SP:Iteration 1F (5692.390000 sec): 3 clusters
  Score: Raw -439155.512769 + Penalty 2735.646178 = -436419.866590
  nChanged 337
		SP:Iteration 2F (5692.400000 sec): 3 clusters
  Score: Raw -439342.933191 + Penalty 2735.646178 = -436607.287013
  nChanged 231
		SP:Iteration 3F (5692.410000 sec): 3 clusters
  Score: Raw -439465.314968 + Penalty 2735.646178 = -436729.668790
  nChanged 195
		SP:Iteration 4Q (5692.420000 sec): 3 clusters
  Score: Raw -439555.715904 + Penalty 2735.646178 = -436820.069726
  nChanged 161
		SP:Iteration 5Q (5692.430000 sec): 3 clusters
  Score: Raw -439636.431348 + Penalty 2735.646178 = -436900.785170
  nChanged 150
		SP:Iteration 6Q (5692.440000 sec): 3 clusters
  Score: Raw -439711.274018 + Penalty 2735.646178 = -436975.627840
  nChanged 129
		SP:Iteration 7Q (5692.450000 sec): 3 clusters
  Score: Raw -439790.375489 + Penalty 2735.646178 = -437054.729310
  nChanged 132
		SP:Iteration 8Q (5692.470000 sec): 3 clusters
  Score: Raw -439864.040169 + Penalty 2735.646178 = -437128.393991
  nChanged 143
		SP:Iteration 9Q (5692.480000 sec): 3 clusters
  Score: Raw -439937.356928 + Penalty 2735.646178 = -437201.710750
  nChanged 121
		SP:Iteration 10Q (5692.490000 sec): 3 clusters
  Score: Raw -440001.921560 + Penalty 2735.646178 = -437266.275382
  nChanged 126
		SP:Iteration 11Q (5692.500000 sec): 3 clusters
  Score: Raw -440064.988768 + Penalty 2735.646178 = -437329.342590
  nChanged 97
		SP:Iteration 12Q (5692.510000 sec): 3 clusters
  Score: Raw -440110.838548 + Penalty 2735.646178 = -437375.192370
  nChanged 86
		SP:Iteration 13Q (5692.520000 sec): 3 clusters
  Score: Raw -440146.752379 + Penalty 2735.646178 = -437411.106200
  nChanged 66
		SP:Iteration 14Q (5692.530000 sec): 3 clusters
  Score: Raw -440175.949912 + Penalty 2735.646178 = -437440.303733
  nChanged 72
		SP:Iteration 15Q (5692.540000 sec): 3 clusters
  Score: Raw -440204.831919 + Penalty 2735.646178 = -437469.185741
  nChanged 69
		SP:Iteration 16Q (5692.550000 sec): 3 clusters
  Score: Raw -440229.051902 + Penalty 2735.646178 = -437493.405724
  nChanged 53
		SP:Iteration 17Q (5692.570000 sec): 3 clusters
  Score: Raw -440247.277761 + Penalty 2735.646178 = -437511.631583
  nChanged 43
		SP:Iteration 18Q (5692.570000 sec): 3 clusters
  Score: Raw -440262.406915 + Penalty 2735.646178 = -437526.760737
  nChanged 41
		SP:Iteration 19Q (5692.590000 sec): 3 clusters
  Score: Raw -440277.743140 + Penalty 2735.646178 = -437542.096962
  nChanged 42
		SP:Iteration 20F (5692.600000 sec): 3 clusters
  Score: Raw -440292.444369 + Penalty 2735.646178 = -437556.798190
  nChanged 42
		SP:Iteration 21Q (5692.610000 sec): 3 clusters
  Score: Raw -440305.248190 + Penalty 2735.646178 = -437569.602012
  nChanged 39
		SP:Iteration 22Q (5692.620000 sec): 3 clusters
  Score: Raw -440317.924756 + Penalty 2735.646178 = -437582.278578
  nChanged 23
		SP:Iteration 23Q (5692.630000 sec): 3 clusters
  Score: Raw -440325.786321 + Penalty 2735.646178 = -437590.140143
  nChanged 24
		SP:Iteration 24Q (5692.640000 sec): 3 clusters
  Score: Raw -440333.519879 + Penalty 2735.646178 = -437597.873701
  nChanged 21
		SP:Iteration 25Q (5692.650000 sec): 3 clusters
  Score: Raw -440339.725914 + Penalty 2735.646178 = -437604.079736
  nChanged 20
		SP:Iteration 26Q (5692.660000 sec): 3 clusters
  Score: Raw -440344.092175 + Penalty 2735.646178 = -437608.445997
  nChanged 17
		SP:Iteration 27Q (5692.670000 sec): 3 clusters
  Score: Raw -440348.376281 + Penalty 2735.646178 = -437612.730103
  nChanged 14
		SP:Iteration 28Q (5692.690000 sec): 3 clusters
  Score: Raw -440351.846557 + Penalty 2735.646178 = -437616.200379
  nChanged 11
		SP:Iteration 29Q (5692.690000 sec): 3 clusters
  Score: Raw -440354.476046 + Penalty 2735.646178 = -437618.829868
  nChanged 10
		SP:Iteration 30Q (5692.710000 sec): 3 clusters
  Score: Raw -440356.158078 + Penalty 2735.646178 = -437620.511900
  nChanged 10
		SP:Iteration 31Q (5692.720000 sec): 3 clusters
  Score: Raw -440357.856030 + Penalty 2735.646178 = -437622.209852
  nChanged 6
		SP:Iteration 32Q (5692.730000 sec): 3 clusters
  Score: Raw -440359.056891 + Penalty 2735.646178 = -437623.410713
  nChanged 1
		SP:Iteration 33Q (5692.740000 sec): 3 clusters
  Score: Raw -440359.225552 + Penalty 2735.646178 = -437623.579374
  nChanged 2
		SP:Iteration 34Q (5692.750000 sec): 3 clusters
  Score: Raw -440359.542555 + Penalty 2735.646178 = -437623.896377
  nChanged 1
		SP:Iteration 35Q (5692.760000 sec): 3 clusters
  Score: Raw -440359.642050 + Penalty 2735.646178 = -437623.995871
  nChanged 2
		SP:Iteration 36Q (5692.770000 sec): 3 clusters
  Score: Raw -440359.891765 + Penalty 2735.646178 = -437624.245587
  nChanged 2
		SP:Iteration 37Q (5692.780000 sec): 3 clusters
  Score: Raw -440360.097629 + Penalty 2735.646178 = -437624.451451
  nChanged 1
		SP:Iteration 38Q (5692.790000 sec): 3 clusters
  Score: Raw -440360.135696 + Penalty 2735.646178 = -437624.489518
  nChanged 0
		SP:Iteration 39F (5692.810000 sec): 3 clusters
  Score: Raw -440360.135696 + Penalty 2735.646178 = -437624.489518
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5692.840000 sec): 2 clusters
  Score: Raw -1336369.989881 + Penalty 1541.203482 = -1334828.786399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5692.880000 sec): 3 clusters
  Score: Raw -1328726.420398 + Penalty 3082.406963 = -1325644.013435
  nChanged 5778
		SP:Iteration 1F (5692.910000 sec): 3 clusters
  Score: Raw -1331776.851701 + Penalty 3082.406963 = -1328694.444738
  nChanged 809
		SP:Iteration 2F (5692.940000 sec): 3 clusters
  Score: Raw -1332134.788110 + Penalty 3082.406963 = -1329052.381146
  nChanged 700
		SP:Iteration 3F (5692.970000 sec): 3 clusters
  Score: Raw -1332462.820008 + Penalty 3082.406963 = -1329380.413045
  nChanged 659
		SP:Iteration 4F (5693.010000 sec): 3 clusters
  Score: Raw -1332797.365611 + Penalty 3082.406963 = -1329714.958648
  nChanged 617
		SP:Iteration 5Q (5693.040000 sec): 3 clusters
  Score: Raw -1333150.769003 + Penalty 3082.406963 = -1330068.362040
  nChanged 650
		SP:Iteration 6Q (5693.070000 sec): 3 clusters
  Score: Raw -1333529.895615 + Penalty 3082.406963 = -1330447.488652
  nChanged 682
		SP:Iteration 7F (5693.110000 sec): 3 clusters
  Score: Raw -1333941.183923 + Penalty 3082.406963 = -1330858.776960
  nChanged 715
		SP:Iteration 8F (5693.140000 sec): 3 clusters
  Score: Raw -1334415.695219 + Penalty 3082.406963 = -1331333.288256
  nChanged 705
		SP:Iteration 9F (5693.170000 sec): 3 clusters
  Score: Raw -1334935.349209 + Penalty 3082.406963 = -1331852.942246
  nChanged 653
		SP:Iteration 10Q (5693.200000 sec): 3 clusters
  Score: Raw -1335445.480795 + Penalty 3082.406963 = -1332363.073832
  nChanged 552
		SP:Iteration 11Q (5693.230000 sec): 3 clusters
  Score: Raw -1335901.828342 + Penalty 3082.406963 = -1332819.421378
  nChanged 361
		SP:Iteration 12Q (5693.260000 sec): 3 clusters
  Score: Raw -1336201.091244 + Penalty 3082.406963 = -1333118.684281
  nChanged 219
		SP:Iteration 13Q (5693.290000 sec): 3 clusters
  Score: Raw -1336372.118210 + Penalty 3082.406963 = -1333289.711247
  nChanged 105
		SP:Iteration 14Q (5693.320000 sec): 3 clusters
  Score: Raw -1336451.573896 + Penalty 3082.406963 = -1333369.166933
  nChanged 54
		SP:Iteration 15Q (5693.350000 sec): 3 clusters
  Score: Raw -1336496.206307 + Penalty 3082.406963 = -1333413.799344
  nChanged 46
		SP:Iteration 16Q (5693.370000 sec): 3 clusters
  Score: Raw -1336540.065959 + Penalty 3082.406963 = -1333457.658996
  nChanged 21
		SP:Iteration 17Q (5693.400000 sec): 3 clusters
  Score: Raw -1336558.411760 + Penalty 3082.406963 = -1333476.004797
  nChanged 13
		SP:Iteration 18Q (5693.420000 sec): 3 clusters
  Score: Raw -1336571.155159 + Penalty 3082.406963 = -1333488.748196
  nChanged 8
		SP:Iteration 19Q (5693.450000 sec): 3 clusters
  Score: Raw -1336580.248309 + Penalty 3082.406963 = -1333497.841346
  nChanged 7
		SP:Iteration 20F (5693.480000 sec): 3 clusters
  Score: Raw -1336589.028003 + Penalty 3082.406963 = -1333506.621040
  nChanged 7
		SP:Iteration 21Q (5693.510000 sec): 3 clusters
  Score: Raw -1336596.556377 + Penalty 3082.406963 = -1333514.149414
  nChanged 2
		SP:Iteration 22Q (5693.530000 sec): 3 clusters
  Score: Raw -1336598.465421 + Penalty 3082.406963 = -1333516.058458
  nChanged 1
		SP:Iteration 23Q (5693.550000 sec): 3 clusters
  Score: Raw -1336598.913278 + Penalty 3082.406963 = -1333516.506315
  nChanged 0
		SP:Iteration 24F (5693.590000 sec): 3 clusters
  Score: Raw -1336598.913278 + Penalty 3082.406963 = -1333516.506315
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (4165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5693.610000 sec): 2 clusters
  Score: Raw -374836.112424 + Penalty 1354.351628 = -373481.760797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5693.610000 sec): 3 clusters
  Score: Raw -372736.750647 + Penalty 2708.703255 = -370028.047391
  nChanged 1632
		SP:Iteration 1F (5693.630000 sec): 3 clusters
  Score: Raw -373656.693998 + Penalty 2708.703255 = -370947.990743
  nChanged 323
		SP:Iteration 2F (5693.640000 sec): 3 clusters
  Score: Raw -373857.427600 + Penalty 2708.703255 = -371148.724345
  nChanged 244
		SP:Iteration 3F (5693.650000 sec): 3 clusters
  Score: Raw -374023.333311 + Penalty 2708.703255 = -371314.630056
  nChanged 221
		SP:Iteration 4F (5693.660000 sec): 3 clusters
  Score: Raw -374189.973191 + Penalty 2708.703255 = -371481.269936
  nChanged 219
		SP:Iteration 5F (5693.670000 sec): 3 clusters
  Score: Raw -374399.086169 + Penalty 2708.703255 = -371690.382914
  nChanged 248
		SP:Iteration 6F (5693.680000 sec): 3 clusters
  Score: Raw -374657.699787 + Penalty 2708.703255 = -371948.996531
  nChanged 235
		SP:Iteration 7F (5693.690000 sec): 3 clusters
  Score: Raw -374919.403786 + Penalty 2708.703255 = -372210.700531
  nChanged 245
		SP:Iteration 8F (5693.700000 sec): 3 clusters
  Score: Raw -375170.284611 + Penalty 2708.703255 = -372461.581356
  nChanged 183
		SP:Iteration 9Q (5693.710000 sec): 3 clusters
  Score: Raw -375332.666448 + Penalty 2708.703255 = -372623.963193
  nChanged 164
		SP:Iteration 10Q (5693.720000 sec): 3 clusters
  Score: Raw -375476.103366 + Penalty 2708.703255 = -372767.400111
  nChanged 121
		SP:Iteration 11Q (5693.730000 sec): 3 clusters
  Score: Raw -375566.886838 + Penalty 2708.703255 = -372858.183583
  nChanged 97
		SP:Iteration 12Q (5693.740000 sec): 3 clusters
  Score: Raw -375628.598277 + Penalty 2708.703255 = -372919.895021
  nChanged 83
		SP:Iteration 13Q (5693.750000 sec): 3 clusters
  Score: Raw -375676.601165 + Penalty 2708.703255 = -372967.897910
  nChanged 60
		SP:Iteration 14Q (5693.750000 sec): 3 clusters
  Score: Raw -375711.071752 + Penalty 2708.703255 = -373002.368497
  nChanged 54
		SP:Iteration 15Q (5693.770000 sec): 3 clusters
  Score: Raw -375733.542575 + Penalty 2708.703255 = -373024.839320
  nChanged 35
		SP:Iteration 16Q (5693.770000 sec): 3 clusters
  Score: Raw -375749.427171 + Penalty 2708.703255 = -373040.723916
  nChanged 24
		SP:Iteration 17Q (5693.780000 sec): 3 clusters
  Score: Raw -375756.972834 + Penalty 2708.703255 = -373048.269579
  nChanged 19
		SP:Iteration 18Q (5693.790000 sec): 3 clusters
  Score: Raw -375761.773809 + Penalty 2708.703255 = -373053.070554
  nChanged 7
		SP:Iteration 19Q (5693.800000 sec): 3 clusters
  Score: Raw -375762.926662 + Penalty 2708.703255 = -373054.223407
  nChanged 3
		SP:Iteration 20F (5693.810000 sec): 3 clusters
  Score: Raw -375763.384631 + Penalty 2708.703255 = -373054.681375
  nChanged 1
		SP:Iteration 21Q (5693.820000 sec): 3 clusters
  Score: Raw -375763.922194 + Penalty 2708.703255 = -373055.218938
  nChanged 1
		SP:Iteration 22Q (5693.830000 sec): 3 clusters
  Score: Raw -375764.104155 + Penalty 2708.703255 = -373055.400899
  nChanged 0
		SP:Iteration 23F (5693.840000 sec): 3 clusters
  Score: Raw -375764.104155 + Penalty 2708.703255 = -373055.400899
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5693.850000 sec): 2 clusters
  Score: Raw -75867.834030 + Penalty 1082.343462 = -74785.490568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5693.850000 sec): 3 clusters
  Score: Raw -75675.810445 + Penalty 2164.686924 = -73511.123521
  nChanged 213
		SP:Iteration 1F (5693.850000 sec): 3 clusters
  Score: Raw -75888.889341 + Penalty 2164.686924 = -73724.202418
  nChanged 56
		SP:Iteration 2F (5693.850000 sec): 3 clusters
  Score: Raw -75962.192668 + Penalty 2164.686924 = -73797.505744
  nChanged 24
		SP:Iteration 3Q (5693.850000 sec): 3 clusters
  Score: Raw -75988.000983 + Penalty 2164.686924 = -73823.314059
  nChanged 17
		SP:Iteration 4Q (5693.860000 sec): 3 clusters
  Score: Raw -76013.480533 + Penalty 2164.686924 = -73848.793610
  nChanged 12
		SP:Iteration 5Q (5693.860000 sec): 3 clusters
  Score: Raw -76027.180415 + Penalty 2164.686924 = -73862.493491
  nChanged 13
		SP:Iteration 6Q (5693.860000 sec): 3 clusters
  Score: Raw -76039.065469 + Penalty 2164.686924 = -73874.378545
  nChanged 8
		SP:Iteration 7Q (5693.860000 sec): 3 clusters
  Score: Raw -76049.460080 + Penalty 2164.686924 = -73884.773156
  nChanged 7
		SP:Iteration 8Q (5693.860000 sec): 3 clusters
  Score: Raw -76060.638482 + Penalty 2164.686924 = -73895.951559
  nChanged 8
		SP:Iteration 9Q (5693.870000 sec): 3 clusters
  Score: Raw -76066.893421 + Penalty 2164.686924 = -73902.206498
  nChanged 1
		SP:Iteration 10Q (5693.870000 sec): 3 clusters
  Score: Raw -76067.226429 + Penalty 2164.686924 = -73902.539506
  nChanged 0
		SP:Iteration 11F (5693.870000 sec): 3 clusters
  Score: Raw -76067.226429 + Penalty 2164.686924 = -73902.539506
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (65005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5694.060000 sec): 2 clusters
  Score: Raw -6657561.174604 + Penalty 1800.860664 = -6655760.313940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5694.230000 sec): 3 clusters
  Score: Raw -6616073.536734 + Penalty 3601.721327 = -6612471.815407
  nChanged 30587
		SP:Iteration 1F (5694.390000 sec): 3 clusters
  Score: Raw -6633660.083704 + Penalty 3601.721327 = -6630058.362376
  nChanged 2536
		SP:Iteration 2Q (5694.570000 sec): 3 clusters
  Score: Raw -6634445.099433 + Penalty 3601.721327 = -6630843.378105
  nChanged 2944
		SP:Iteration 3Q (5694.730000 sec): 3 clusters
  Score: Raw -6635628.013423 + Penalty 3601.721327 = -6632026.292096
  nChanged 3680
		SP:Iteration 4F (5694.900000 sec): 3 clusters
  Score: Raw -6637621.059782 + Penalty 3601.721327 = -6634019.338454
  nChanged 4852
		SP:Iteration 5F (5695.070000 sec): 3 clusters
  Score: Raw -6640986.325234 + Penalty 3601.721327 = -6637384.603906
  nChanged 5501
		SP:Iteration 6F (5695.230000 sec): 3 clusters
  Score: Raw -6645407.999290 + Penalty 3601.721327 = -6641806.277962
  nChanged 5074
		SP:Iteration 7F (5695.400000 sec): 3 clusters
  Score: Raw -6649650.751271 + Penalty 3601.721327 = -6646049.029944
  nChanged 3880
		SP:Iteration 8F (5695.560000 sec): 3 clusters
  Score: Raw -6653021.762067 + Penalty 3601.721327 = -6649420.040740
  nChanged 2684
		SP:Iteration 9Q (5695.730000 sec): 3 clusters
  Score: Raw -6655648.032618 + Penalty 3601.721327 = -6652046.311291
  nChanged 1692
		SP:Iteration 10Q (5695.890000 sec): 3 clusters
  Score: Raw -6657587.488328 + Penalty 3601.721327 = -6653985.767001
  nChanged 967
		SP:Iteration 11Q (5696.040000 sec): 3 clusters
  Score: Raw -6658894.671587 + Penalty 3601.721327 = -6655292.950260
  nChanged 570
		SP:Iteration 12Q (5696.170000 sec): 3 clusters
  Score: Raw -6659425.102054 + Penalty 3601.721327 = -6655823.380727
  nChanged 338
		SP:Iteration 13Q (5696.300000 sec): 3 clusters
  Score: Raw -6659608.960782 + Penalty 3601.721327 = -6656007.239454
  nChanged 202
		SP:Iteration 14Q (5696.420000 sec): 3 clusters
  Score: Raw -6659683.289430 + Penalty 3601.721327 = -6656081.568103
  nChanged 133
		SP:Iteration 15Q (5696.550000 sec): 3 clusters
  Score: Raw -6659720.810697 + Penalty 3601.721327 = -6656119.089370
  nChanged 97
		SP:Iteration 16Q (5696.670000 sec): 3 clusters
  Score: Raw -6659740.347088 + Penalty 3601.721327 = -6656138.625760
  nChanged 61
		SP:Iteration 17Q (5696.790000 sec): 3 clusters
  Score: Raw -6659751.898160 + Penalty 3601.721327 = -6656150.176832
  nChanged 45
		SP:Iteration 18Q (5696.910000 sec): 3 clusters
  Score: Raw -6659759.124909 + Penalty 3601.721327 = -6656157.403582
  nChanged 41
		SP:Iteration 19Q (5697.030000 sec): 3 clusters
  Score: Raw -6659764.124352 + Penalty 3601.721327 = -6656162.403025
  nChanged 23
		SP:Iteration 20F (5697.200000 sec): 3 clusters
  Score: Raw -6659766.686807 + Penalty 3601.721327 = -6656164.965479
  nChanged 13
		SP:Iteration 21Q (5697.320000 sec): 3 clusters
  Score: Raw -6659767.739865 + Penalty 3601.721327 = -6656166.018538
  nChanged 6
		SP:Iteration 22Q (5697.440000 sec): 3 clusters
  Score: Raw -6659768.479782 + Penalty 3601.721327 = -6656166.758455
  nChanged 6
		SP:Iteration 23Q (5697.570000 sec): 3 clusters
  Score: Raw -6659768.893233 + Penalty 3601.721327 = -6656167.171906
  nChanged 7
		SP:Iteration 24Q (5697.690000 sec): 3 clusters
  Score: Raw -6659769.281708 + Penalty 3601.721327 = -6656167.560381
  nChanged 3
		SP:Iteration 25Q (5697.810000 sec): 3 clusters
  Score: Raw -6659769.420733 + Penalty 3601.721327 = -6656167.699406
  nChanged 4
		SP:Iteration 26Q (5697.930000 sec): 3 clusters
  Score: Raw -6659769.783945 + Penalty 3601.721327 = -6656168.062617
  nChanged 7
		SP:Iteration 27Q (5698.060000 sec): 3 clusters
  Score: Raw -6659770.221247 + Penalty 3601.721327 = -6656168.499919
  nChanged 3
		SP:Iteration 28Q (5698.180000 sec): 3 clusters
  Score: Raw -6659770.335974 + Penalty 3601.721327 = -6656168.614647
  nChanged 0
		SP:Iteration 29F (5698.340000 sec): 3 clusters
  Score: Raw -6659770.335974 + Penalty 3601.721327 = -6656168.614647
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (3275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5698.390000 sec): 2 clusters
  Score: Raw -289840.755636 + Penalty 1315.286887 = -288525.468749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5698.390000 sec): 3 clusters
  Score: Raw -288233.649341 + Penalty 2630.573773 = -285603.075568
  nChanged 1288
		SP:Iteration 1F (5698.400000 sec): 3 clusters
  Score: Raw -289133.033226 + Penalty 2630.573773 = -286502.459453
  nChanged 319
		SP:Iteration 2F (5698.410000 sec): 3 clusters
  Score: Raw -289439.294132 + Penalty 2630.573773 = -286808.720359
  nChanged 265
		SP:Iteration 3F (5698.420000 sec): 3 clusters
  Score: Raw -289705.821375 + Penalty 2630.573773 = -287075.247602
  nChanged 202
		SP:Iteration 4F (5698.430000 sec): 3 clusters
  Score: Raw -289911.937104 + Penalty 2630.573773 = -287281.363331
  nChanged 164
		SP:Iteration 5F (5698.440000 sec): 3 clusters
  Score: Raw -290066.872286 + Penalty 2630.573773 = -287436.298513
  nChanged 129
		SP:Iteration 6Q (5698.440000 sec): 3 clusters
  Score: Raw -290186.861250 + Penalty 2630.573773 = -287556.287476
  nChanged 107
		SP:Iteration 7Q (5698.450000 sec): 3 clusters
  Score: Raw -290264.036546 + Penalty 2630.573773 = -287633.462773
  nChanged 73
		SP:Iteration 8Q (5698.460000 sec): 3 clusters
  Score: Raw -290315.390875 + Penalty 2630.573773 = -287684.817101
  nChanged 66
		SP:Iteration 9Q (5698.470000 sec): 3 clusters
  Score: Raw -290361.013716 + Penalty 2630.573773 = -287730.439943
  nChanged 59
		SP:Iteration 10Q (5698.470000 sec): 3 clusters
  Score: Raw -290399.463210 + Penalty 2630.573773 = -287768.889437
  nChanged 43
		SP:Iteration 11Q (5698.480000 sec): 3 clusters
  Score: Raw -290441.512909 + Penalty 2630.573773 = -287810.939136
  nChanged 41
		SP:Iteration 12Q (5698.490000 sec): 3 clusters
  Score: Raw -290469.952370 + Penalty 2630.573773 = -287839.378597
  nChanged 28
		SP:Iteration 13Q (5698.500000 sec): 3 clusters
  Score: Raw -290480.874484 + Penalty 2630.573773 = -287850.300711
  nChanged 21
		SP:Iteration 14Q (5698.510000 sec): 3 clusters
  Score: Raw -290486.930143 + Penalty 2630.573773 = -287856.356370
  nChanged 16
		SP:Iteration 15Q (5698.510000 sec): 3 clusters
  Score: Raw -290493.571420 + Penalty 2630.573773 = -287862.997647
  nChanged 15
		SP:Iteration 16Q (5698.520000 sec): 3 clusters
  Score: Raw -290499.191803 + Penalty 2630.573773 = -287868.618030
  nChanged 17
		SP:Iteration 17Q (5698.530000 sec): 3 clusters
  Score: Raw -290505.195199 + Penalty 2630.573773 = -287874.621426
  nChanged 15
		SP:Iteration 18Q (5698.540000 sec): 3 clusters
  Score: Raw -290512.573484 + Penalty 2630.573773 = -287881.999711
  nChanged 13
		SP:Iteration 19Q (5698.540000 sec): 3 clusters
  Score: Raw -290517.724967 + Penalty 2630.573773 = -287887.151194
  nChanged 15
		SP:Iteration 20F (5698.550000 sec): 3 clusters
  Score: Raw -290522.664180 + Penalty 2630.573773 = -287892.090407
  nChanged 8
		SP:Iteration 21Q (5698.560000 sec): 3 clusters
  Score: Raw -290524.704027 + Penalty 2630.573773 = -287894.130254
  nChanged 5
		SP:Iteration 22Q (5698.570000 sec): 3 clusters
  Score: Raw -290526.038608 + Penalty 2630.573773 = -287895.464835
  nChanged 5
		SP:Iteration 23Q (5698.570000 sec): 3 clusters
  Score: Raw -290530.784338 + Penalty 2630.573773 = -287900.210565
  nChanged 8
		SP:Iteration 24Q (5698.580000 sec): 3 clusters
  Score: Raw -290533.275887 + Penalty 2630.573773 = -287902.702113
  nChanged 5
		SP:Iteration 25Q (5698.590000 sec): 3 clusters
  Score: Raw -290535.006768 + Penalty 2630.573773 = -287904.432995
  nChanged 8
		SP:Iteration 26Q (5698.600000 sec): 3 clusters
  Score: Raw -290538.921195 + Penalty 2630.573773 = -287908.347421
  nChanged 9
		SP:Iteration 27Q (5698.610000 sec): 3 clusters
  Score: Raw -290542.475486 + Penalty 2630.573773 = -287911.901713
  nChanged 3
		SP:Iteration 28Q (5698.610000 sec): 3 clusters
  Score: Raw -290542.923667 + Penalty 2630.573773 = -287912.349894
  nChanged 3
		SP:Iteration 29Q (5698.620000 sec): 3 clusters
  Score: Raw -290543.424810 + Penalty 2630.573773 = -287912.851037
  nChanged 10
		SP:Iteration 30Q (5698.630000 sec): 3 clusters
  Score: Raw -290547.888809 + Penalty 2630.573773 = -287917.315035
  nChanged 12
		SP:Iteration 31Q (5698.640000 sec): 3 clusters
  Score: Raw -290553.081636 + Penalty 2630.573773 = -287922.507863
  nChanged 14
		SP:Iteration 32Q (5698.640000 sec): 3 clusters
  Score: Raw -290558.385383 + Penalty 2630.573773 = -287927.811610
  nChanged 11
		SP:Iteration 33Q (5698.650000 sec): 3 clusters
  Score: Raw -290562.999204 + Penalty 2630.573773 = -287932.425431
  nChanged 13
		SP:Iteration 34Q (5698.660000 sec): 3 clusters
  Score: Raw -290571.599746 + Penalty 2630.573773 = -287941.025973
  nChanged 19
		SP:Iteration 35Q (5698.670000 sec): 3 clusters
  Score: Raw -290584.570817 + Penalty 2630.573773 = -287953.997044
  nChanged 31
		SP:Iteration 36Q (5698.670000 sec): 3 clusters
  Score: Raw -290604.692709 + Penalty 2630.573773 = -287974.118936
  nChanged 40
		SP:Iteration 37Q (5698.680000 sec): 3 clusters
  Score: Raw -290633.628809 + Penalty 2630.573773 = -288003.055035
  nChanged 51
		SP:Iteration 38Q (5698.690000 sec): 3 clusters
  Score: Raw -290673.167820 + Penalty 2630.573773 = -288042.594046
  nChanged 53
		SP:Iteration 39Q (5698.700000 sec): 3 clusters
  Score: Raw -290705.673322 + Penalty 2630.573773 = -288075.099549
  nChanged 47
		SP:Iteration 40F (5698.710000 sec): 3 clusters
  Score: Raw -290743.458787 + Penalty 2630.573773 = -288112.885013
  nChanged 53
		SP:Iteration 41Q (5698.710000 sec): 3 clusters
  Score: Raw -290783.069782 + Penalty 2630.573773 = -288152.496009
  nChanged 60
		SP:Iteration 42Q (5698.720000 sec): 3 clusters
  Score: Raw -290835.642447 + Penalty 2630.573773 = -288205.068674
  nChanged 63
		SP:Iteration 43Q (5698.730000 sec): 3 clusters
  Score: Raw -290898.140179 + Penalty 2630.573773 = -288267.566406
  nChanged 55
		SP:Iteration 44Q (5698.730000 sec): 3 clusters
  Score: Raw -290952.573037 + Penalty 2630.573773 = -288321.999264
  nChanged 55
		SP:Iteration 45Q (5698.740000 sec): 3 clusters
  Score: Raw -290995.368179 + Penalty 2630.573773 = -288364.794406
  nChanged 48
		SP:Iteration 46Q (5698.750000 sec): 3 clusters
  Score: Raw -291030.542140 + Penalty 2630.573773 = -288399.968367
  nChanged 36
		SP:Iteration 47Q (5698.750000 sec): 3 clusters
  Score: Raw -291051.212834 + Penalty 2630.573773 = -288420.639061
  nChanged 30
		SP:Iteration 48Q (5698.760000 sec): 3 clusters
  Score: Raw -291067.136135 + Penalty 2630.573773 = -288436.562362
  nChanged 26
		SP:Iteration 49Q (5698.770000 sec): 3 clusters
  Score: Raw -291078.620118 + Penalty 2630.573773 = -288448.046345
  nChanged 19
		SP:Iteration 50Q (5698.780000 sec): 3 clusters
  Score: Raw -291088.068504 + Penalty 2630.573773 = -288457.494731
  nChanged 13
		SP:Iteration 51Q (5698.780000 sec): 3 clusters
  Score: Raw -291095.268436 + Penalty 2630.573773 = -288464.694663
  nChanged 18
		SP:Iteration 52Q (5698.790000 sec): 3 clusters
  Score: Raw -291105.248134 + Penalty 2630.573773 = -288474.674361
  nChanged 21
		SP:Iteration 53Q (5698.800000 sec): 3 clusters
  Score: Raw -291119.276205 + Penalty 2630.573773 = -288488.702432
  nChanged 30
		SP:Iteration 54Q (5698.810000 sec): 3 clusters
  Score: Raw -291139.169207 + Penalty 2630.573773 = -288508.595434
  nChanged 25
		SP:Iteration 55Q (5698.810000 sec): 3 clusters
  Score: Raw -291148.327503 + Penalty 2630.573773 = -288517.753730
  nChanged 16
		SP:Iteration 56Q (5698.820000 sec): 3 clusters
  Score: Raw -291154.225007 + Penalty 2630.573773 = -288523.651234
  nChanged 17
		SP:Iteration 57Q (5698.830000 sec): 3 clusters
  Score: Raw -291163.696252 + Penalty 2630.573773 = -288533.122479
  nChanged 23
		SP:Iteration 58Q (5698.830000 sec): 3 clusters
  Score: Raw -291176.921733 + Penalty 2630.573773 = -288546.347960
  nChanged 20
		SP:Iteration 59Q (5698.840000 sec): 3 clusters
  Score: Raw -291186.599003 + Penalty 2630.573773 = -288556.025229
  nChanged 21
		SP:Iteration 60F (5698.850000 sec): 3 clusters
  Score: Raw -291195.855126 + Penalty 2630.573773 = -288565.281353
  nChanged 12
		SP:Iteration 61Q (5698.850000 sec): 3 clusters
  Score: Raw -291202.472330 + Penalty 2630.573773 = -288571.898557
  nChanged 21
		SP:Iteration 62Q (5698.860000 sec): 3 clusters
  Score: Raw -291214.291196 + Penalty 2630.573773 = -288583.717423
  nChanged 14
		SP:Iteration 63Q (5698.870000 sec): 3 clusters
  Score: Raw -291222.269892 + Penalty 2630.573773 = -288591.696119
  nChanged 14
		SP:Iteration 64Q (5698.870000 sec): 3 clusters
  Score: Raw -291226.594246 + Penalty 2630.573773 = -288596.020473
  nChanged 8
		SP:Iteration 65Q (5698.880000 sec): 3 clusters
  Score: Raw -291229.004642 + Penalty 2630.573773 = -288598.430869
  nChanged 7
		SP:Iteration 66Q (5698.890000 sec): 3 clusters
  Score: Raw -291232.542806 + Penalty 2630.573773 = -288601.969033
  nChanged 7
		SP:Iteration 67Q (5698.890000 sec): 3 clusters
  Score: Raw -291236.721911 + Penalty 2630.573773 = -288606.148138
  nChanged 7
		SP:Iteration 68Q (5698.900000 sec): 3 clusters
  Score: Raw -291241.635141 + Penalty 2630.573773 = -288611.061368
  nChanged 12
		SP:Iteration 69Q (5698.910000 sec): 3 clusters
  Score: Raw -291246.703524 + Penalty 2630.573773 = -288616.129751
  nChanged 10
		SP:Iteration 70Q (5698.910000 sec): 3 clusters
  Score: Raw -291250.664479 + Penalty 2630.573773 = -288620.090706
  nChanged 9
		SP:Iteration 71Q (5698.920000 sec): 3 clusters
  Score: Raw -291256.631977 + Penalty 2630.573773 = -288626.058204
  nChanged 14
		SP:Iteration 72Q (5698.930000 sec): 3 clusters
  Score: Raw -291262.683785 + Penalty 2630.573773 = -288632.110012
  nChanged 17
		SP:Iteration 73Q (5698.930000 sec): 3 clusters
  Score: Raw -291269.195445 + Penalty 2630.573773 = -288638.621672
  nChanged 13
		SP:Iteration 74Q (5698.940000 sec): 3 clusters
  Score: Raw -291275.227369 + Penalty 2630.573773 = -288644.653596
  nChanged 11
		SP:Iteration 75Q (5698.950000 sec): 3 clusters
  Score: Raw -291279.468775 + Penalty 2630.573773 = -288648.895002
  nChanged 10
		SP:Iteration 76Q (5698.950000 sec): 3 clusters
  Score: Raw -291283.381705 + Penalty 2630.573773 = -288652.807932
  nChanged 8
		SP:Iteration 77Q (5698.960000 sec): 3 clusters
  Score: Raw -291285.872027 + Penalty 2630.573773 = -288655.298254
  nChanged 6
		SP:Iteration 78Q (5698.970000 sec): 3 clusters
  Score: Raw -291288.094908 + Penalty 2630.573773 = -288657.521135
  nChanged 4
		SP:Iteration 79Q (5698.970000 sec): 3 clusters
  Score: Raw -291289.599865 + Penalty 2630.573773 = -288659.026092
  nChanged 5
		SP:Iteration 80F (5698.980000 sec): 3 clusters
  Score: Raw -291290.966912 + Penalty 2630.573773 = -288660.393139
  nChanged 5
		SP:Iteration 81Q (5698.990000 sec): 3 clusters
  Score: Raw -291294.289532 + Penalty 2630.573773 = -288663.715759
  nChanged 7
		SP:Iteration 82Q (5699.000000 sec): 3 clusters
  Score: Raw -291297.174936 + Penalty 2630.573773 = -288666.601163
  nChanged 12
		SP:Iteration 83Q (5699.010000 sec): 3 clusters
  Score: Raw -291301.440750 + Penalty 2630.573773 = -288670.866977
  nChanged 11
		SP:Iteration 84Q (5699.010000 sec): 3 clusters
  Score: Raw -291307.788958 + Penalty 2630.573773 = -288677.215185
  nChanged 10
		SP:Iteration 85Q (5699.020000 sec): 3 clusters
  Score: Raw -291315.990727 + Penalty 2630.573773 = -288685.416954
  nChanged 16
		SP:Iteration 86Q (5699.030000 sec): 3 clusters
  Score: Raw -291324.578291 + Penalty 2630.573773 = -288694.004518
  nChanged 10
		SP:Iteration 87Q (5699.030000 sec): 3 clusters
  Score: Raw -291329.736003 + Penalty 2630.573773 = -288699.162230
  nChanged 16
		SP:Iteration 88Q (5699.040000 sec): 3 clusters
  Score: Raw -291338.554670 + Penalty 2630.573773 = -288707.980897
  nChanged 13
		SP:Iteration 89Q (5699.050000 sec): 3 clusters
  Score: Raw -291346.882284 + Penalty 2630.573773 = -288716.308511
  nChanged 12
		SP:Iteration 90Q (5699.050000 sec): 3 clusters
  Score: Raw -291352.952768 + Penalty 2630.573773 = -288722.378995
  nChanged 11
		SP:Iteration 91Q (5699.060000 sec): 3 clusters
  Score: Raw -291359.144586 + Penalty 2630.573773 = -288728.570812
  nChanged 11
		SP:Iteration 92Q (5699.070000 sec): 3 clusters
  Score: Raw -291366.030802 + Penalty 2630.573773 = -288735.457029
  nChanged 12
		SP:Iteration 93Q (5699.070000 sec): 3 clusters
  Score: Raw -291373.666539 + Penalty 2630.573773 = -288743.092766
  nChanged 10
		SP:Iteration 94Q (5699.080000 sec): 3 clusters
  Score: Raw -291384.123031 + Penalty 2630.573773 = -288753.549258
  nChanged 18
		SP:Iteration 95Q (5699.090000 sec): 3 clusters
  Score: Raw -291398.658822 + Penalty 2630.573773 = -288768.085049
  nChanged 12
		SP:Iteration 96Q (5699.090000 sec): 3 clusters
  Score: Raw -291408.170878 + Penalty 2630.573773 = -288777.597104
  nChanged 14
		SP:Iteration 97Q (5699.100000 sec): 3 clusters
  Score: Raw -291419.043352 + Penalty 2630.573773 = -288788.469579
  nChanged 10
		SP:Iteration 98Q (5699.110000 sec): 3 clusters
  Score: Raw -291422.864251 + Penalty 2630.573773 = -288792.290478
  nChanged 4
		SP:Iteration 99Q (5699.110000 sec): 3 clusters
  Score: Raw -291424.349577 + Penalty 2630.573773 = -288793.775804
  nChanged 4
		SP:Iteration 100F (5699.120000 sec): 3 clusters
  Score: Raw -291427.189834 + Penalty 2630.573773 = -288796.616061
  nChanged 12
		SP:Iteration 101Q (5699.130000 sec): 3 clusters
  Score: Raw -291433.821396 + Penalty 2630.573773 = -288803.247622
  nChanged 14
		SP:Iteration 102Q (5699.130000 sec): 3 clusters
  Score: Raw -291441.768536 + Penalty 2630.573773 = -288811.194763
  nChanged 12
		SP:Iteration 103Q (5699.140000 sec): 3 clusters
  Score: Raw -291447.032514 + Penalty 2630.573773 = -288816.458741
  nChanged 8
		SP:Iteration 104Q (5699.150000 sec): 3 clusters
  Score: Raw -291449.882624 + Penalty 2630.573773 = -288819.308851
  nChanged 3
		SP:Iteration 105Q (5699.150000 sec): 3 clusters
  Score: Raw -291451.681750 + Penalty 2630.573773 = -288821.107976
  nChanged 5
		SP:Iteration 106Q (5699.160000 sec): 3 clusters
  Score: Raw -291453.885972 + Penalty 2630.573773 = -288823.312198
  nChanged 6
		SP:Iteration 107Q (5699.170000 sec): 3 clusters
  Score: Raw -291456.218533 + Penalty 2630.573773 = -288825.644760
  nChanged 4
		SP:Iteration 108Q (5699.170000 sec): 3 clusters
  Score: Raw -291458.817985 + Penalty 2630.573773 = -288828.244212
  nChanged 3
		SP:Iteration 109Q (5699.180000 sec): 3 clusters
  Score: Raw -291459.735933 + Penalty 2630.573773 = -288829.162160
  nChanged 2
		SP:Iteration 110Q (5699.190000 sec): 3 clusters
  Score: Raw -291460.914644 + Penalty 2630.573773 = -288830.340871
  nChanged 2
		SP:Iteration 111Q (5699.190000 sec): 3 clusters
  Score: Raw -291461.381337 + Penalty 2630.573773 = -288830.807564
  nChanged 1
		SP:Iteration 112Q (5699.200000 sec): 3 clusters
  Score: Raw -291461.467513 + Penalty 2630.573773 = -288830.893739
  nChanged 1
		SP:Iteration 113Q (5699.200000 sec): 3 clusters
  Score: Raw -291461.687967 + Penalty 2630.573773 = -288831.114194
  nChanged 3
		SP:Iteration 114Q (5699.210000 sec): 3 clusters
  Score: Raw -291462.205334 + Penalty 2630.573773 = -288831.631561
  nChanged 3
		SP:Iteration 115Q (5699.220000 sec): 3 clusters
  Score: Raw -291463.269063 + Penalty 2630.573773 = -288832.695290
  nChanged 1
		SP:Iteration 116Q (5699.220000 sec): 3 clusters
  Score: Raw -291463.658999 + Penalty 2630.573773 = -288833.085226
  nChanged 0
		SP:Iteration 117F (5699.230000 sec): 3 clusters
  Score: Raw -291463.658999 + Penalty 2630.573773 = -288833.085226
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (3710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5699.250000 sec): 2 clusters
  Score: Raw -361038.446643 + Penalty 1335.552913 = -359702.893730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5699.250000 sec): 3 clusters
  Score: Raw -359188.217074 + Penalty 2671.105826 = -356517.111248
  nChanged 1467
		SP:Iteration 1F (5699.270000 sec): 3 clusters
  Score: Raw -360026.471345 + Penalty 2671.105826 = -357355.365519
  nChanged 293
		SP:Iteration 2F (5699.270000 sec): 3 clusters
  Score: Raw -360247.397214 + Penalty 2671.105826 = -357576.291389
  nChanged 227
		SP:Iteration 3F (5699.280000 sec): 3 clusters
  Score: Raw -360419.935720 + Penalty 2671.105826 = -357748.829895
  nChanged 195
		SP:Iteration 4F (5699.290000 sec): 3 clusters
  Score: Raw -360572.982670 + Penalty 2671.105826 = -357901.876845
  nChanged 162
		SP:Iteration 5Q (5699.300000 sec): 3 clusters
  Score: Raw -360691.635312 + Penalty 2671.105826 = -358020.529486
  nChanged 157
		SP:Iteration 6Q (5699.310000 sec): 3 clusters
  Score: Raw -360802.593250 + Penalty 2671.105826 = -358131.487424
  nChanged 126
		SP:Iteration 7Q (5699.320000 sec): 3 clusters
  Score: Raw -360881.799676 + Penalty 2671.105826 = -358210.693850
  nChanged 112
		SP:Iteration 8Q (5699.330000 sec): 3 clusters
  Score: Raw -360958.504858 + Penalty 2671.105826 = -358287.399033
  nChanged 104
		SP:Iteration 9Q (5699.340000 sec): 3 clusters
  Score: Raw -361031.369581 + Penalty 2671.105826 = -358360.263756
  nChanged 100
		SP:Iteration 10Q (5699.350000 sec): 3 clusters
  Score: Raw -361104.466854 + Penalty 2671.105826 = -358433.361028
  nChanged 106
		SP:Iteration 11Q (5699.350000 sec): 3 clusters
  Score: Raw -361173.489646 + Penalty 2671.105826 = -358502.383820
  nChanged 76
		SP:Iteration 12Q (5699.360000 sec): 3 clusters
  Score: Raw -361224.383007 + Penalty 2671.105826 = -358553.277181
  nChanged 62
		SP:Iteration 13Q (5699.370000 sec): 3 clusters
  Score: Raw -361270.869262 + Penalty 2671.105826 = -358599.763436
  nChanged 50
		SP:Iteration 14Q (5699.380000 sec): 3 clusters
  Score: Raw -361310.816321 + Penalty 2671.105826 = -358639.710496
  nChanged 47
		SP:Iteration 15Q (5699.390000 sec): 3 clusters
  Score: Raw -361351.217360 + Penalty 2671.105826 = -358680.111535
  nChanged 45
		SP:Iteration 16Q (5699.400000 sec): 3 clusters
  Score: Raw -361391.477818 + Penalty 2671.105826 = -358720.371992
  nChanged 39
		SP:Iteration 17Q (5699.410000 sec): 3 clusters
  Score: Raw -361418.579825 + Penalty 2671.105826 = -358747.473999
  nChanged 33
		SP:Iteration 18Q (5699.410000 sec): 3 clusters
  Score: Raw -361442.177137 + Penalty 2671.105826 = -358771.071312
  nChanged 28
		SP:Iteration 19Q (5699.420000 sec): 3 clusters
  Score: Raw -361456.846299 + Penalty 2671.105826 = -358785.740473
  nChanged 18
		SP:Iteration 20F (5699.430000 sec): 3 clusters
  Score: Raw -361468.582695 + Penalty 2671.105826 = -358797.476870
  nChanged 15
		SP:Iteration 21Q (5699.440000 sec): 3 clusters
  Score: Raw -361475.954373 + Penalty 2671.105826 = -358804.848547
  nChanged 9
		SP:Iteration 22Q (5699.450000 sec): 3 clusters
  Score: Raw -361479.721093 + Penalty 2671.105826 = -358808.615267
  nChanged 7
		SP:Iteration 23Q (5699.450000 sec): 3 clusters
  Score: Raw -361482.897898 + Penalty 2671.105826 = -358811.792072
  nChanged 8
		SP:Iteration 24Q (5699.460000 sec): 3 clusters
  Score: Raw -361486.790935 + Penalty 2671.105826 = -358815.685109
  nChanged 3
		SP:Iteration 25Q (5699.470000 sec): 3 clusters
  Score: Raw -361489.305489 + Penalty 2671.105826 = -358818.199663
  nChanged 3
		SP:Iteration 26Q (5699.480000 sec): 3 clusters
  Score: Raw -361490.158947 + Penalty 2671.105826 = -358819.053122
  nChanged 1
		SP:Iteration 27Q (5699.490000 sec): 3 clusters
  Score: Raw -361490.771674 + Penalty 2671.105826 = -358819.665848
  nChanged 2
		SP:Iteration 28Q (5699.490000 sec): 3 clusters
  Score: Raw -361491.416017 + Penalty 2671.105826 = -358820.310192
  nChanged 0
		SP:Iteration 29F (5699.510000 sec): 3 clusters
  Score: Raw -361491.416017 + Penalty 2671.105826 = -358820.310192
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5699.550000 sec): 2 clusters
  Score: Raw -1688618.999769 + Penalty 1581.842893 = -1687037.156876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5699.590000 sec): 3 clusters
  Score: Raw -1678601.841395 + Penalty 3163.685785 = -1675438.155609
  nChanged 7562
		SP:Iteration 1F (5699.640000 sec): 3 clusters
  Score: Raw -1682742.722765 + Penalty 3163.685785 = -1679579.036979
  nChanged 915
		SP:Iteration 2F (5699.680000 sec): 3 clusters
  Score: Raw -1683092.220891 + Penalty 3163.685785 = -1679928.535106
  nChanged 813
		SP:Iteration 3Q (5699.730000 sec): 3 clusters
  Score: Raw -1683428.430439 + Penalty 3163.685785 = -1680264.744653
  nChanged 791
		SP:Iteration 4Q (5699.770000 sec): 3 clusters
  Score: Raw -1683717.946075 + Penalty 3163.685785 = -1680554.260289
  nChanged 723
		SP:Iteration 5Q (5699.810000 sec): 3 clusters
  Score: Raw -1683989.089288 + Penalty 3163.685785 = -1680825.403503
  nChanged 748
		SP:Iteration 6Q (5699.850000 sec): 3 clusters
  Score: Raw -1684308.520021 + Penalty 3163.685785 = -1681144.834236
  nChanged 796
		SP:Iteration 7Q (5699.890000 sec): 3 clusters
  Score: Raw -1684674.192839 + Penalty 3163.685785 = -1681510.507053
  nChanged 815
		SP:Iteration 8Q (5699.940000 sec): 3 clusters
  Score: Raw -1685093.679287 + Penalty 3163.685785 = -1681929.993502
  nChanged 900
		SP:Iteration 9F (5699.980000 sec): 3 clusters
  Score: Raw -1685598.259747 + Penalty 3163.685785 = -1682434.573961
  nChanged 878
		SP:Iteration 10F (5700.020000 sec): 3 clusters
  Score: Raw -1686084.849834 + Penalty 3163.685785 = -1682921.164048
  nChanged 801
		SP:Iteration 11Q (5700.070000 sec): 3 clusters
  Score: Raw -1686478.139260 + Penalty 3163.685785 = -1683314.453475
  nChanged 683
		SP:Iteration 12Q (5700.110000 sec): 3 clusters
  Score: Raw -1686809.189030 + Penalty 3163.685785 = -1683645.503245
  nChanged 550
		SP:Iteration 13Q (5700.150000 sec): 3 clusters
  Score: Raw -1687048.465305 + Penalty 3163.685785 = -1683884.779520
  nChanged 469
		SP:Iteration 14Q (5700.190000 sec): 3 clusters
  Score: Raw -1687249.523141 + Penalty 3163.685785 = -1684085.837356
  nChanged 404
		SP:Iteration 15Q (5700.240000 sec): 3 clusters
  Score: Raw -1687408.426642 + Penalty 3163.685785 = -1684244.740856
  nChanged 320
		SP:Iteration 16Q (5700.280000 sec): 3 clusters
  Score: Raw -1687539.736447 + Penalty 3163.685785 = -1684376.050662
  nChanged 309
		SP:Iteration 17Q (5700.320000 sec): 3 clusters
  Score: Raw -1687673.900356 + Penalty 3163.685785 = -1684510.214571
  nChanged 285
		SP:Iteration 18Q (5700.360000 sec): 3 clusters
  Score: Raw -1687806.957456 + Penalty 3163.685785 = -1684643.271670
  nChanged 282
		SP:Iteration 19Q (5700.410000 sec): 3 clusters
  Score: Raw -1687946.145045 + Penalty 3163.685785 = -1684782.459259
  nChanged 276
		SP:Iteration 20F (5700.450000 sec): 3 clusters
  Score: Raw -1688095.267126 + Penalty 3163.685785 = -1684931.581340
  nChanged 241
		SP:Iteration 21Q (5700.490000 sec): 3 clusters
  Score: Raw -1688224.738774 + Penalty 3163.685785 = -1685061.052989
  nChanged 192
		SP:Iteration 22Q (5700.530000 sec): 3 clusters
  Score: Raw -1688338.720897 + Penalty 3163.685785 = -1685175.035112
  nChanged 171
		SP:Iteration 23Q (5700.570000 sec): 3 clusters
  Score: Raw -1688445.004320 + Penalty 3163.685785 = -1685281.318535
  nChanged 148
		SP:Iteration 24Q (5700.620000 sec): 3 clusters
  Score: Raw -1688558.733393 + Penalty 3163.685785 = -1685395.047608
  nChanged 131
		SP:Iteration 25Q (5700.660000 sec): 3 clusters
  Score: Raw -1688659.701934 + Penalty 3163.685785 = -1685496.016149
  nChanged 102
		SP:Iteration 26Q (5700.700000 sec): 3 clusters
  Score: Raw -1688733.995640 + Penalty 3163.685785 = -1685570.309855
  nChanged 79
		SP:Iteration 27Q (5700.730000 sec): 3 clusters
  Score: Raw -1688786.939130 + Penalty 3163.685785 = -1685623.253344
  nChanged 50
		SP:Iteration 28Q (5700.770000 sec): 3 clusters
  Score: Raw -1688828.138119 + Penalty 3163.685785 = -1685664.452334
  nChanged 46
		SP:Iteration 29Q (5700.810000 sec): 3 clusters
  Score: Raw -1688861.235166 + Penalty 3163.685785 = -1685697.549380
  nChanged 39
		SP:Iteration 30Q (5700.850000 sec): 3 clusters
  Score: Raw -1688890.780273 + Penalty 3163.685785 = -1685727.094487
  nChanged 29
		SP:Iteration 31Q (5700.880000 sec): 3 clusters
  Score: Raw -1688910.870578 + Penalty 3163.685785 = -1685747.184793
  nChanged 24
		SP:Iteration 32Q (5700.920000 sec): 3 clusters
  Score: Raw -1688923.099340 + Penalty 3163.685785 = -1685759.413554
  nChanged 18
		SP:Iteration 33Q (5700.950000 sec): 3 clusters
  Score: Raw -1688933.975503 + Penalty 3163.685785 = -1685770.289717
  nChanged 21
		SP:Iteration 34Q (5700.990000 sec): 3 clusters
  Score: Raw -1688951.224630 + Penalty 3163.685785 = -1685787.538844
  nChanged 25
		SP:Iteration 35Q (5701.020000 sec): 3 clusters
  Score: Raw -1688965.957926 + Penalty 3163.685785 = -1685802.272140
  nChanged 15
		SP:Iteration 36Q (5701.050000 sec): 3 clusters
  Score: Raw -1688974.600249 + Penalty 3163.685785 = -1685810.914464
  nChanged 17
		SP:Iteration 37Q (5701.090000 sec): 3 clusters
  Score: Raw -1688986.736132 + Penalty 3163.685785 = -1685823.050346
  nChanged 20
		SP:Iteration 38Q (5701.120000 sec): 3 clusters
  Score: Raw -1688997.941360 + Penalty 3163.685785 = -1685834.255575
  nChanged 8
		SP:Iteration 39Q (5701.150000 sec): 3 clusters
  Score: Raw -1689002.741152 + Penalty 3163.685785 = -1685839.055366
  nChanged 11
		SP:Iteration 40F (5701.200000 sec): 3 clusters
  Score: Raw -1689009.271429 + Penalty 3163.685785 = -1685845.585644
  nChanged 7
		SP:Iteration 41Q (5701.230000 sec): 3 clusters
  Score: Raw -1689013.951164 + Penalty 3163.685785 = -1685850.265378
  nChanged 6
		SP:Iteration 42Q (5701.260000 sec): 3 clusters
  Score: Raw -1689017.186841 + Penalty 3163.685785 = -1685853.501055
  nChanged 6
		SP:Iteration 43Q (5701.290000 sec): 3 clusters
  Score: Raw -1689020.327637 + Penalty 3163.685785 = -1685856.641851
  nChanged 5
		SP:Iteration 44Q (5701.330000 sec): 3 clusters
  Score: Raw -1689023.443116 + Penalty 3163.685785 = -1685859.757331
  nChanged 8
		SP:Iteration 45Q (5701.360000 sec): 3 clusters
  Score: Raw -1689027.096536 + Penalty 3163.685785 = -1685863.410751
  nChanged 5
		SP:Iteration 46Q (5701.390000 sec): 3 clusters
  Score: Raw -1689029.906646 + Penalty 3163.685785 = -1685866.220860
  nChanged 1
		SP:Iteration 47Q (5701.420000 sec): 3 clusters
  Score: Raw -1689030.369440 + Penalty 3163.685785 = -1685866.683654
  nChanged 1
		SP:Iteration 48Q (5701.450000 sec): 3 clusters
  Score: Raw -1689031.254292 + Penalty 3163.685785 = -1685867.568507
  nChanged 0
		SP:Iteration 49F (5701.490000 sec): 3 clusters
  Score: Raw -1689031.254292 + Penalty 3163.685785 = -1685867.568507
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5701.510000 sec): 2 clusters
  Score: Raw -191002.040424 + Penalty 1230.448123 = -189771.592301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5701.510000 sec): 3 clusters
  Score: Raw -190193.702183 + Penalty 2460.896246 = -187732.805937
  nChanged 691
		SP:Iteration 1F (5701.520000 sec): 3 clusters
  Score: Raw -190676.726488 + Penalty 2460.896246 = -188215.830242
  nChanged 150
		SP:Iteration 2F (5701.530000 sec): 3 clusters
  Score: Raw -190826.992693 + Penalty 2460.896246 = -188366.096446
  nChanged 106
		SP:Iteration 3F (5701.530000 sec): 3 clusters
  Score: Raw -190927.423671 + Penalty 2460.896246 = -188466.527425
  nChanged 77
		SP:Iteration 4Q (5701.530000 sec): 3 clusters
  Score: Raw -191006.394273 + Penalty 2460.896246 = -188545.498026
  nChanged 60
		SP:Iteration 5Q (5701.540000 sec): 3 clusters
  Score: Raw -191070.444451 + Penalty 2460.896246 = -188609.548205
  nChanged 64
		SP:Iteration 6Q (5701.540000 sec): 3 clusters
  Score: Raw -191154.433329 + Penalty 2460.896246 = -188693.537083
  nChanged 61
		SP:Iteration 7Q (5701.550000 sec): 3 clusters
  Score: Raw -191220.682118 + Penalty 2460.896246 = -188759.785872
  nChanged 59
		SP:Iteration 8Q (5701.550000 sec): 3 clusters
  Score: Raw -191270.624962 + Penalty 2460.896246 = -188809.728716
  nChanged 61
		SP:Iteration 9Q (5701.560000 sec): 3 clusters
  Score: Raw -191335.519076 + Penalty 2460.896246 = -188874.622830
  nChanged 56
		SP:Iteration 10Q (5701.560000 sec): 3 clusters
  Score: Raw -191385.542893 + Penalty 2460.896246 = -188924.646647
  nChanged 44
		SP:Iteration 11Q (5701.570000 sec): 3 clusters
  Score: Raw -191425.115693 + Penalty 2460.896246 = -188964.219447
  nChanged 38
		SP:Iteration 12Q (5701.570000 sec): 3 clusters
  Score: Raw -191458.017685 + Penalty 2460.896246 = -188997.121439
  nChanged 31
		SP:Iteration 13Q (5701.570000 sec): 3 clusters
  Score: Raw -191484.378840 + Penalty 2460.896246 = -189023.482594
  nChanged 34
		SP:Iteration 14Q (5701.570000 sec): 3 clusters
  Score: Raw -191513.526167 + Penalty 2460.896246 = -189052.629921
  nChanged 20
		SP:Iteration 15Q (5701.580000 sec): 3 clusters
  Score: Raw -191526.771255 + Penalty 2460.896246 = -189065.875009
  nChanged 17
		SP:Iteration 16Q (5701.580000 sec): 3 clusters
  Score: Raw -191536.264677 + Penalty 2460.896246 = -189075.368431
  nChanged 11
		SP:Iteration 17Q (5701.590000 sec): 3 clusters
  Score: Raw -191543.678319 + Penalty 2460.896246 = -189082.782073
  nChanged 12
		SP:Iteration 18Q (5701.590000 sec): 3 clusters
  Score: Raw -191550.779972 + Penalty 2460.896246 = -189089.883726
  nChanged 12
		SP:Iteration 19Q (5701.590000 sec): 3 clusters
  Score: Raw -191556.563864 + Penalty 2460.896246 = -189095.667618
  nChanged 8
		SP:Iteration 20F (5701.600000 sec): 3 clusters
  Score: Raw -191562.090650 + Penalty 2460.896246 = -189101.194404
  nChanged 8
		SP:Iteration 21Q (5701.610000 sec): 3 clusters
  Score: Raw -191566.097733 + Penalty 2460.896246 = -189105.201487
  nChanged 4
		SP:Iteration 22Q (5701.610000 sec): 3 clusters
  Score: Raw -191567.353839 + Penalty 2460.896246 = -189106.457593
  nChanged 4
		SP:Iteration 23Q (5701.610000 sec): 3 clusters
  Score: Raw -191569.667297 + Penalty 2460.896246 = -189108.771051
  nChanged 2
		SP:Iteration 24Q (5701.620000 sec): 3 clusters
  Score: Raw -191570.324794 + Penalty 2460.896246 = -189109.428548
  nChanged 1
		SP:Iteration 25Q (5701.620000 sec): 3 clusters
  Score: Raw -191571.358982 + Penalty 2460.896246 = -189110.462736
  nChanged 2
		SP:Iteration 26Q (5701.630000 sec): 3 clusters
  Score: Raw -191572.390937 + Penalty 2460.896246 = -189111.494691
  nChanged 1
		SP:Iteration 27Q (5701.630000 sec): 3 clusters
  Score: Raw -191572.995924 + Penalty 2460.896246 = -189112.099678
  nChanged 0
		SP:Iteration 28F (5701.630000 sec): 3 clusters
  Score: Raw -191572.995924 + Penalty 2460.896246 = -189112.099678
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5701.640000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5701.640000 sec): 3 clusters
  Score: Raw -65607.391112 + Penalty 2131.414286 = -63475.976826
  nChanged 199
		SP:Iteration 1F (5701.640000 sec): 3 clusters
  Score: Raw -65892.954039 + Penalty 2131.414286 = -63761.539753
  nChanged 55
		SP:Iteration 2F (5701.650000 sec): 3 clusters
  Score: Raw -65995.495025 + Penalty 2131.414286 = -63864.080739
  nChanged 38
		SP:Iteration 3F (5701.650000 sec): 3 clusters
  Score: Raw -66062.183120 + Penalty 2131.414286 = -63930.768834
  nChanged 30
		SP:Iteration 4Q (5701.650000 sec): 3 clusters
  Score: Raw -66151.018649 + Penalty 2131.414286 = -64019.604363
  nChanged 34
		SP:Iteration 5Q (5701.650000 sec): 3 clusters
  Score: Raw -66270.857388 + Penalty 2131.414286 = -64139.443102
  nChanged 31
		SP:Iteration 6Q (5701.650000 sec): 3 clusters
  Score: Raw -66358.027120 + Penalty 2131.414286 = -64226.612834
  nChanged 28
		SP:Iteration 7Q (5701.650000 sec): 3 clusters
  Score: Raw -66457.072107 + Penalty 2131.414286 = -64325.657821
  nChanged 25
		SP:Iteration 8Q (5701.650000 sec): 3 clusters
  Score: Raw -66517.262652 + Penalty 2131.414286 = -64385.848366
  nChanged 13
		SP:Iteration 9Q (5701.660000 sec): 3 clusters
  Score: Raw -66551.124154 + Penalty 2131.414286 = -64419.709868
  nChanged 10
		SP:Iteration 10Q (5701.660000 sec): 3 clusters
  Score: Raw -66568.780628 + Penalty 2131.414286 = -64437.366342
  nChanged 7
		SP:Iteration 11Q (5701.660000 sec): 3 clusters
  Score: Raw -66581.802596 + Penalty 2131.414286 = -64450.388310
  nChanged 3
		SP:Iteration 12Q (5701.660000 sec): 3 clusters
  Score: Raw -66611.369658 + Penalty 2131.414286 = -64479.955372
  nChanged 5
		SP:Iteration 13Q (5701.660000 sec): 3 clusters
  Score: Raw -66634.568011 + Penalty 2131.414286 = -64503.153725
  nChanged 4
		SP:Iteration 14Q (5701.660000 sec): 3 clusters
  Score: Raw -66642.171935 + Penalty 2131.414286 = -64510.757649
  nChanged 5
		SP:Iteration 15Q (5701.670000 sec): 3 clusters
  Score: Raw -66653.752887 + Penalty 2131.414286 = -64522.338601
  nChanged 3
		SP:Iteration 16Q (5701.670000 sec): 3 clusters
  Score: Raw -66661.711119 + Penalty 2131.414286 = -64530.296833
  nChanged 5
		SP:Iteration 17Q (5701.670000 sec): 3 clusters
  Score: Raw -66676.555972 + Penalty 2131.414286 = -64545.141686
  nChanged 3
		SP:Iteration 18Q (5701.670000 sec): 3 clusters
  Score: Raw -66681.161440 + Penalty 2131.414286 = -64549.747155
  nChanged 1
		SP:Iteration 19Q (5701.670000 sec): 3 clusters
  Score: Raw -66682.850254 + Penalty 2131.414286 = -64551.435968
  nChanged 0
		SP:Iteration 20F (5701.670000 sec): 3 clusters
  Score: Raw -66682.850254 + Penalty 2131.414286 = -64551.435968
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5701.690000 sec): 2 clusters
  Score: Raw -494006.937929 + Penalty 1378.993726 = -492627.944204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5701.700000 sec): 3 clusters
  Score: Raw -491530.428337 + Penalty 2757.987452 = -488772.440885
  nChanged 1982
		SP:Iteration 1F (5701.710000 sec): 3 clusters
  Score: Raw -492592.682432 + Penalty 2757.987452 = -489834.694981
  nChanged 306
		SP:Iteration 2F (5701.720000 sec): 3 clusters
  Score: Raw -492756.779677 + Penalty 2757.987452 = -489998.792225
  nChanged 255
		SP:Iteration 3F (5701.730000 sec): 3 clusters
  Score: Raw -492909.947163 + Penalty 2757.987452 = -490151.959711
  nChanged 253
		SP:Iteration 4F (5701.750000 sec): 3 clusters
  Score: Raw -493067.915777 + Penalty 2757.987452 = -490309.928325
  nChanged 238
		SP:Iteration 5Q (5701.760000 sec): 3 clusters
  Score: Raw -493215.996394 + Penalty 2757.987452 = -490458.008942
  nChanged 252
		SP:Iteration 6F (5701.770000 sec): 3 clusters
  Score: Raw -493391.569356 + Penalty 2757.987452 = -490633.581904
  nChanged 225
		SP:Iteration 7Q (5701.780000 sec): 3 clusters
  Score: Raw -493544.991057 + Penalty 2757.987452 = -490787.003605
  nChanged 191
		SP:Iteration 8Q (5701.790000 sec): 3 clusters
  Score: Raw -493676.834632 + Penalty 2757.987452 = -490918.847180
  nChanged 154
		SP:Iteration 9Q (5701.810000 sec): 3 clusters
  Score: Raw -493780.900480 + Penalty 2757.987452 = -491022.913029
  nChanged 130
		SP:Iteration 10Q (5701.820000 sec): 3 clusters
  Score: Raw -493865.897265 + Penalty 2757.987452 = -491107.909813
  nChanged 112
		SP:Iteration 11Q (5701.830000 sec): 3 clusters
  Score: Raw -493942.589821 + Penalty 2757.987452 = -491184.602369
  nChanged 86
		SP:Iteration 12Q (5701.840000 sec): 3 clusters
  Score: Raw -494007.219306 + Penalty 2757.987452 = -491249.231855
  nChanged 75
		SP:Iteration 13Q (5701.850000 sec): 3 clusters
  Score: Raw -494068.641198 + Penalty 2757.987452 = -491310.653746
  nChanged 59
		SP:Iteration 14Q (5701.860000 sec): 3 clusters
  Score: Raw -494108.581732 + Penalty 2757.987452 = -491350.594280
  nChanged 35
		SP:Iteration 15Q (5701.870000 sec): 3 clusters
  Score: Raw -494131.645833 + Penalty 2757.987452 = -491373.658382
  nChanged 31
		SP:Iteration 16Q (5701.890000 sec): 3 clusters
  Score: Raw -494150.767507 + Penalty 2757.987452 = -491392.780055
  nChanged 25
		SP:Iteration 17Q (5701.890000 sec): 3 clusters
  Score: Raw -494166.542914 + Penalty 2757.987452 = -491408.555463
  nChanged 15
		SP:Iteration 18Q (5701.910000 sec): 3 clusters
  Score: Raw -494174.851731 + Penalty 2757.987452 = -491416.864279
  nChanged 10
		SP:Iteration 19Q (5701.920000 sec): 3 clusters
  Score: Raw -494180.339422 + Penalty 2757.987452 = -491422.351971
  nChanged 5
		SP:Iteration 20F (5701.930000 sec): 3 clusters
  Score: Raw -494183.247672 + Penalty 2757.987452 = -491425.260220
  nChanged 6
		SP:Iteration 21Q (5701.940000 sec): 3 clusters
  Score: Raw -494186.031159 + Penalty 2757.987452 = -491428.043708
  nChanged 2
		SP:Iteration 22Q (5701.950000 sec): 3 clusters
  Score: Raw -494187.039168 + Penalty 2757.987452 = -491429.051716
  nChanged 2
		SP:Iteration 23Q (5701.960000 sec): 3 clusters
  Score: Raw -494188.038237 + Penalty 2757.987452 = -491430.050786
  nChanged 2
		SP:Iteration 24Q (5701.970000 sec): 3 clusters
  Score: Raw -494188.968675 + Penalty 2757.987452 = -491430.981223
  nChanged 0
		SP:Iteration 25F (5701.990000 sec): 3 clusters
  Score: Raw -494188.968675 + Penalty 2757.987452 = -491430.981223
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5701.990000 sec): 2 clusters
  Score: Raw -193036.531038 + Penalty 1224.659140 = -191811.871898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5702.000000 sec): 3 clusters
  Score: Raw -192258.333362 + Penalty 2449.318280 = -189809.015082
  nChanged 641
		SP:Iteration 1F (5702.000000 sec): 3 clusters
  Score: Raw -192685.339916 + Penalty 2449.318280 = -190236.021636
  nChanged 157
		SP:Iteration 2F (5702.010000 sec): 3 clusters
  Score: Raw -192813.456844 + Penalty 2449.318280 = -190364.138564
  nChanged 90
		SP:Iteration 3Q (5702.010000 sec): 3 clusters
  Score: Raw -192870.665129 + Penalty 2449.318280 = -190421.346849
  nChanged 56
		SP:Iteration 4Q (5702.020000 sec): 3 clusters
  Score: Raw -192904.780506 + Penalty 2449.318280 = -190455.462226
  nChanged 31
		SP:Iteration 5Q (5702.020000 sec): 3 clusters
  Score: Raw -192924.523440 + Penalty 2449.318280 = -190475.205160
  nChanged 24
		SP:Iteration 6Q (5702.030000 sec): 3 clusters
  Score: Raw -192943.370851 + Penalty 2449.318280 = -190494.052571
  nChanged 26
		SP:Iteration 7Q (5702.030000 sec): 3 clusters
  Score: Raw -192964.741150 + Penalty 2449.318280 = -190515.422870
  nChanged 32
		SP:Iteration 8Q (5702.030000 sec): 3 clusters
  Score: Raw -192992.727290 + Penalty 2449.318280 = -190543.409010
  nChanged 31
		SP:Iteration 9Q (5702.040000 sec): 3 clusters
  Score: Raw -193013.480166 + Penalty 2449.318280 = -190564.161886
  nChanged 31
		SP:Iteration 10Q (5702.040000 sec): 3 clusters
  Score: Raw -193033.799637 + Penalty 2449.318280 = -190584.481357
  nChanged 20
		SP:Iteration 11Q (5702.050000 sec): 3 clusters
  Score: Raw -193041.605412 + Penalty 2449.318280 = -190592.287133
  nChanged 8
		SP:Iteration 12Q (5702.050000 sec): 3 clusters
  Score: Raw -193045.284401 + Penalty 2449.318280 = -190595.966121
  nChanged 7
		SP:Iteration 13Q (5702.060000 sec): 3 clusters
  Score: Raw -193047.211943 + Penalty 2449.318280 = -190597.893663
  nChanged 5
		SP:Iteration 14Q (5702.060000 sec): 3 clusters
  Score: Raw -193048.454319 + Penalty 2449.318280 = -190599.136039
  nChanged 2
		SP:Iteration 15Q (5702.070000 sec): 3 clusters
  Score: Raw -193049.380546 + Penalty 2449.318280 = -190600.062266
  nChanged 3
		SP:Iteration 16Q (5702.070000 sec): 3 clusters
  Score: Raw -193051.076316 + Penalty 2449.318280 = -190601.758036
  nChanged 4
		SP:Iteration 17Q (5702.070000 sec): 3 clusters
  Score: Raw -193052.839873 + Penalty 2449.318280 = -190603.521593
  nChanged 2
		SP:Iteration 18Q (5702.080000 sec): 3 clusters
  Score: Raw -193053.952165 + Penalty 2449.318280 = -190604.633886
  nChanged 1
		SP:Iteration 19Q (5702.080000 sec): 3 clusters
  Score: Raw -193054.955609 + Penalty 2449.318280 = -190605.637329
  nChanged 2
		SP:Iteration 20F (5702.090000 sec): 3 clusters
  Score: Raw -193056.052973 + Penalty 2449.318280 = -190606.734693
  nChanged 2
		SP:Iteration 21Q (5702.090000 sec): 3 clusters
  Score: Raw -193056.707812 + Penalty 2449.318280 = -190607.389532
  nChanged 0
		SP:Iteration 22F (5702.100000 sec): 3 clusters
  Score: Raw -193056.707812 + Penalty 2449.318280 = -190607.389532
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (2961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5702.110000 sec): 2 clusters
  Score: Raw -270308.755817 + Penalty 1298.908378 = -269009.847439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5702.110000 sec): 3 clusters
  Score: Raw -268949.193617 + Penalty 2597.816757 = -266351.376860
  nChanged 1131
		SP:Iteration 1F (5702.120000 sec): 3 clusters
  Score: Raw -269669.703562 + Penalty 2597.816757 = -267071.886806
  nChanged 254
		SP:Iteration 2F (5702.130000 sec): 3 clusters
  Score: Raw -269900.229326 + Penalty 2597.816757 = -267302.412569
  nChanged 223
		SP:Iteration 3F (5702.140000 sec): 3 clusters
  Score: Raw -270133.460820 + Penalty 2597.816757 = -267535.644063
  nChanged 211
		SP:Iteration 4F (5702.140000 sec): 3 clusters
  Score: Raw -270395.772681 + Penalty 2597.816757 = -267797.955925
  nChanged 201
		SP:Iteration 5F (5702.150000 sec): 3 clusters
  Score: Raw -270664.084456 + Penalty 2597.816757 = -268066.267700
  nChanged 182
		SP:Iteration 6F (5702.160000 sec): 3 clusters
  Score: Raw -270863.180977 + Penalty 2597.816757 = -268265.364220
  nChanged 135
		SP:Iteration 7Q (5702.170000 sec): 3 clusters
  Score: Raw -270976.403842 + Penalty 2597.816757 = -268378.587085
  nChanged 99
		SP:Iteration 8Q (5702.170000 sec): 3 clusters
  Score: Raw -271077.636919 + Penalty 2597.816757 = -268479.820163
  nChanged 91
		SP:Iteration 9Q (5702.180000 sec): 3 clusters
  Score: Raw -271147.881252 + Penalty 2597.816757 = -268550.064495
  nChanged 61
		SP:Iteration 10Q (5702.190000 sec): 3 clusters
  Score: Raw -271178.872463 + Penalty 2597.816757 = -268581.055707
  nChanged 36
		SP:Iteration 11Q (5702.190000 sec): 3 clusters
  Score: Raw -271195.071273 + Penalty 2597.816757 = -268597.254517
  nChanged 23
		SP:Iteration 12Q (5702.200000 sec): 3 clusters
  Score: Raw -271203.534034 + Penalty 2597.816757 = -268605.717278
  nChanged 13
		SP:Iteration 13Q (5702.210000 sec): 3 clusters
  Score: Raw -271210.607929 + Penalty 2597.816757 = -268612.791172
  nChanged 12
		SP:Iteration 14Q (5702.210000 sec): 3 clusters
  Score: Raw -271214.970775 + Penalty 2597.816757 = -268617.154018
  nChanged 10
		SP:Iteration 15Q (5702.220000 sec): 3 clusters
  Score: Raw -271219.067597 + Penalty 2597.816757 = -268621.250840
  nChanged 9
		SP:Iteration 16Q (5702.230000 sec): 3 clusters
  Score: Raw -271221.777258 + Penalty 2597.816757 = -268623.960502
  nChanged 4
		SP:Iteration 17Q (5702.230000 sec): 3 clusters
  Score: Raw -271223.648105 + Penalty 2597.816757 = -268625.831348
  nChanged 3
		SP:Iteration 18Q (5702.240000 sec): 3 clusters
  Score: Raw -271224.039058 + Penalty 2597.816757 = -268626.222301
  nChanged 0
		SP:Iteration 19F (5702.250000 sec): 3 clusters
  Score: Raw -271224.039058 + Penalty 2597.816757 = -268626.222301
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5702.460000 sec): 2 clusters
  Score: Raw -6964937.843531 + Penalty 1808.282960 = -6963129.560572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5702.640000 sec): 3 clusters
  Score: Raw -6921240.669925 + Penalty 3616.565920 = -6917624.104006
  nChanged 32369
		SP:Iteration 1F (5702.820000 sec): 3 clusters
  Score: Raw -6939870.931858 + Penalty 3616.565920 = -6936254.365938
  nChanged 2407
		SP:Iteration 2Q (5702.990000 sec): 3 clusters
  Score: Raw -6940499.660753 + Penalty 3616.565920 = -6936883.094834
  nChanged 2457
		SP:Iteration 3Q (5703.170000 sec): 3 clusters
  Score: Raw -6941222.904943 + Penalty 3616.565920 = -6937606.339023
  nChanged 2589
		SP:Iteration 4Q (5703.350000 sec): 3 clusters
  Score: Raw -6942075.883496 + Penalty 3616.565920 = -6938459.317576
  nChanged 2779
		SP:Iteration 5Q (5703.530000 sec): 3 clusters
  Score: Raw -6943071.414896 + Penalty 3616.565920 = -6939454.848977
  nChanged 2928
		SP:Iteration 6Q (5703.710000 sec): 3 clusters
  Score: Raw -6944224.184039 + Penalty 3616.565920 = -6940607.618119
  nChanged 2919
		SP:Iteration 7Q (5703.890000 sec): 3 clusters
  Score: Raw -6945466.811910 + Penalty 3616.565920 = -6941850.245991
  nChanged 2962
		SP:Iteration 8Q (5704.070000 sec): 3 clusters
  Score: Raw -6946826.477253 + Penalty 3616.565920 = -6943209.911334
  nChanged 2852
		SP:Iteration 9Q (5704.250000 sec): 3 clusters
  Score: Raw -6948212.882845 + Penalty 3616.565920 = -6944596.316926
  nChanged 2947
		SP:Iteration 10Q (5704.430000 sec): 3 clusters
  Score: Raw -6949664.869834 + Penalty 3616.565920 = -6946048.303914
  nChanged 3038
		SP:Iteration 11Q (5704.600000 sec): 3 clusters
  Score: Raw -6951173.540298 + Penalty 3616.565920 = -6947556.974378
  nChanged 3133
		SP:Iteration 12Q (5704.780000 sec): 3 clusters
  Score: Raw -6952811.124513 + Penalty 3616.565920 = -6949194.558593
  nChanged 3328
		SP:Iteration 13Q (5704.940000 sec): 3 clusters
  Score: Raw -6954612.763103 + Penalty 3616.565920 = -6950996.197183
  nChanged 3484
		SP:Iteration 14F (5705.120000 sec): 3 clusters
  Score: Raw -6956572.136507 + Penalty 3616.565920 = -6952955.570587
  nChanged 3371
		SP:Iteration 15Q (5705.280000 sec): 3 clusters
  Score: Raw -6958555.076148 + Penalty 3616.565920 = -6954938.510229
  nChanged 3076
		SP:Iteration 16Q (5705.440000 sec): 3 clusters
  Score: Raw -6960426.515161 + Penalty 3616.565920 = -6956809.949241
  nChanged 2501
		SP:Iteration 17Q (5705.600000 sec): 3 clusters
  Score: Raw -6961962.580249 + Penalty 3616.565920 = -6958346.014329
  nChanged 1855
		SP:Iteration 18Q (5705.740000 sec): 3 clusters
  Score: Raw -6963113.134706 + Penalty 3616.565920 = -6959496.568787
  nChanged 1271
		SP:Iteration 19Q (5705.880000 sec): 3 clusters
  Score: Raw -6963913.139071 + Penalty 3616.565920 = -6960296.573151
  nChanged 773
		SP:Iteration 20F (5706.060000 sec): 3 clusters
  Score: Raw -6964371.158808 + Penalty 3616.565920 = -6960754.592888
  nChanged 498
		SP:Iteration 21Q (5706.180000 sec): 3 clusters
  Score: Raw -6964667.178319 + Penalty 3616.565920 = -6961050.612399
  nChanged 305
		SP:Iteration 22Q (5706.310000 sec): 3 clusters
  Score: Raw -6964845.634797 + Penalty 3616.565920 = -6961229.068878
  nChanged 199
		SP:Iteration 23Q (5706.440000 sec): 3 clusters
  Score: Raw -6964966.297772 + Penalty 3616.565920 = -6961349.731852
  nChanged 131
		SP:Iteration 24Q (5706.560000 sec): 3 clusters
  Score: Raw -6965051.829506 + Penalty 3616.565920 = -6961435.263586
  nChanged 90
		SP:Iteration 25Q (5706.680000 sec): 3 clusters
  Score: Raw -6965107.199249 + Penalty 3616.565920 = -6961490.633330
  nChanged 61
		SP:Iteration 26Q (5706.800000 sec): 3 clusters
  Score: Raw -6965145.539246 + Penalty 3616.565920 = -6961528.973327
  nChanged 40
		SP:Iteration 27Q (5706.920000 sec): 3 clusters
  Score: Raw -6965167.641419 + Penalty 3616.565920 = -6961551.075500
  nChanged 20
		SP:Iteration 28Q (5707.040000 sec): 3 clusters
  Score: Raw -6965180.362549 + Penalty 3616.565920 = -6961563.796629
  nChanged 20
		SP:Iteration 29Q (5707.160000 sec): 3 clusters
  Score: Raw -6965192.263110 + Penalty 3616.565920 = -6961575.697190
  nChanged 11
		SP:Iteration 30Q (5707.280000 sec): 3 clusters
  Score: Raw -6965201.747943 + Penalty 3616.565920 = -6961585.182024
  nChanged 15
		SP:Iteration 31Q (5707.400000 sec): 3 clusters
  Score: Raw -6965213.692558 + Penalty 3616.565920 = -6961597.126639
  nChanged 14
		SP:Iteration 32Q (5707.520000 sec): 3 clusters
  Score: Raw -6965222.183502 + Penalty 3616.565920 = -6961605.617582
  nChanged 9
		SP:Iteration 33Q (5707.640000 sec): 3 clusters
  Score: Raw -6965228.044074 + Penalty 3616.565920 = -6961611.478155
  nChanged 11
		SP:Iteration 34Q (5707.760000 sec): 3 clusters
  Score: Raw -6965235.249121 + Penalty 3616.565920 = -6961618.683201
  nChanged 6
		SP:Iteration 35Q (5707.880000 sec): 3 clusters
  Score: Raw -6965238.903616 + Penalty 3616.565920 = -6961622.337696
  nChanged 6
		SP:Iteration 36Q (5708.000000 sec): 3 clusters
  Score: Raw -6965241.517035 + Penalty 3616.565920 = -6961624.951115
  nChanged 0
		SP:Iteration 37F (5708.170000 sec): 3 clusters
  Score: Raw -6965241.517035 + Penalty 3616.565920 = -6961624.951115
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5708.210000 sec): 2 clusters
  Score: Raw -175593.011745 + Penalty 1253.344781 = -174339.666963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5708.210000 sec): 3 clusters
  Score: Raw -174654.701128 + Penalty 2506.689562 = -172148.011565
  nChanged 813
		SP:Iteration 1F (5708.220000 sec): 3 clusters
  Score: Raw -175404.884764 + Penalty 2506.689562 = -172898.195202
  nChanged 223
		SP:Iteration 2F (5708.220000 sec): 3 clusters
  Score: Raw -175673.086761 + Penalty 2506.689562 = -173166.397198
  nChanged 152
		SP:Iteration 3F (5708.230000 sec): 3 clusters
  Score: Raw -175815.612759 + Penalty 2506.689562 = -173308.923196
  nChanged 111
		SP:Iteration 4Q (5708.240000 sec): 3 clusters
  Score: Raw -175919.351467 + Penalty 2506.689562 = -173412.661904
  nChanged 89
		SP:Iteration 5Q (5708.240000 sec): 3 clusters
  Score: Raw -175985.929337 + Penalty 2506.689562 = -173479.239774
  nChanged 69
		SP:Iteration 6Q (5708.250000 sec): 3 clusters
  Score: Raw -176031.609235 + Penalty 2506.689562 = -173524.919672
  nChanged 35
		SP:Iteration 7Q (5708.250000 sec): 3 clusters
  Score: Raw -176053.182291 + Penalty 2506.689562 = -173546.492728
  nChanged 27
		SP:Iteration 8Q (5708.260000 sec): 3 clusters
  Score: Raw -176070.782698 + Penalty 2506.689562 = -173564.093136
  nChanged 29
		SP:Iteration 9Q (5708.260000 sec): 3 clusters
  Score: Raw -176092.073328 + Penalty 2506.689562 = -173585.383766
  nChanged 32
		SP:Iteration 10Q (5708.270000 sec): 3 clusters
  Score: Raw -176121.841167 + Penalty 2506.689562 = -173615.151604
  nChanged 36
		SP:Iteration 11Q (5708.270000 sec): 3 clusters
  Score: Raw -176164.545857 + Penalty 2506.689562 = -173657.856295
  nChanged 46
		SP:Iteration 12Q (5708.280000 sec): 3 clusters
  Score: Raw -176201.515180 + Penalty 2506.689562 = -173694.825617
  nChanged 45
		SP:Iteration 13Q (5708.280000 sec): 3 clusters
  Score: Raw -176234.830350 + Penalty 2506.689562 = -173728.140787
  nChanged 23
		SP:Iteration 14Q (5708.290000 sec): 3 clusters
  Score: Raw -176251.769625 + Penalty 2506.689562 = -173745.080062
  nChanged 19
		SP:Iteration 15Q (5708.290000 sec): 3 clusters
  Score: Raw -176264.775897 + Penalty 2506.689562 = -173758.086334
  nChanged 14
		SP:Iteration 16Q (5708.300000 sec): 3 clusters
  Score: Raw -176273.646900 + Penalty 2506.689562 = -173766.957337
  nChanged 14
		SP:Iteration 17Q (5708.300000 sec): 3 clusters
  Score: Raw -176280.363124 + Penalty 2506.689562 = -173773.673562
  nChanged 7
		SP:Iteration 18Q (5708.310000 sec): 3 clusters
  Score: Raw -176284.741362 + Penalty 2506.689562 = -173778.051799
  nChanged 6
		SP:Iteration 19Q (5708.310000 sec): 3 clusters
  Score: Raw -176287.885522 + Penalty 2506.689562 = -173781.195959
  nChanged 7
		SP:Iteration 20F (5708.320000 sec): 3 clusters
  Score: Raw -176291.026487 + Penalty 2506.689562 = -173784.336925
  nChanged 11
		SP:Iteration 21Q (5708.320000 sec): 3 clusters
  Score: Raw -176297.223452 + Penalty 2506.689562 = -173790.533890
  nChanged 10
		SP:Iteration 22Q (5708.330000 sec): 3 clusters
  Score: Raw -176303.636140 + Penalty 2506.689562 = -173796.946577
  nChanged 13
		SP:Iteration 23Q (5708.330000 sec): 3 clusters
  Score: Raw -176310.929652 + Penalty 2506.689562 = -173804.240089
  nChanged 14
		SP:Iteration 24Q (5708.340000 sec): 3 clusters
  Score: Raw -176316.562880 + Penalty 2506.689562 = -173809.873318
  nChanged 9
		SP:Iteration 25Q (5708.340000 sec): 3 clusters
  Score: Raw -176320.603336 + Penalty 2506.689562 = -173813.913773
  nChanged 7
		SP:Iteration 26Q (5708.350000 sec): 3 clusters
  Score: Raw -176322.947765 + Penalty 2506.689562 = -173816.258202
  nChanged 7
		SP:Iteration 27Q (5708.350000 sec): 3 clusters
  Score: Raw -176326.963895 + Penalty 2506.689562 = -173820.274332
  nChanged 6
		SP:Iteration 28Q (5708.360000 sec): 3 clusters
  Score: Raw -176328.523008 + Penalty 2506.689562 = -173821.833446
  nChanged 3
		SP:Iteration 29Q (5708.360000 sec): 3 clusters
  Score: Raw -176329.855055 + Penalty 2506.689562 = -173823.165493
  nChanged 7
		SP:Iteration 30Q (5708.370000 sec): 3 clusters
  Score: Raw -176339.088646 + Penalty 2506.689562 = -173832.399083
  nChanged 15
		SP:Iteration 31Q (5708.370000 sec): 3 clusters
  Score: Raw -176350.092473 + Penalty 2506.689562 = -173843.402911
  nChanged 13
		SP:Iteration 32Q (5708.380000 sec): 3 clusters
  Score: Raw -176362.864676 + Penalty 2506.689562 = -173856.175114
  nChanged 16
		SP:Iteration 33Q (5708.380000 sec): 3 clusters
  Score: Raw -176378.365890 + Penalty 2506.689562 = -173871.676328
  nChanged 18
		SP:Iteration 34Q (5708.390000 sec): 3 clusters
  Score: Raw -176392.392331 + Penalty 2506.689562 = -173885.702769
  nChanged 16
		SP:Iteration 35Q (5708.390000 sec): 3 clusters
  Score: Raw -176405.557029 + Penalty 2506.689562 = -173898.867466
  nChanged 14
		SP:Iteration 36Q (5708.400000 sec): 3 clusters
  Score: Raw -176415.344607 + Penalty 2506.689562 = -173908.655044
  nChanged 16
		SP:Iteration 37Q (5708.400000 sec): 3 clusters
  Score: Raw -176427.062456 + Penalty 2506.689562 = -173920.372894
  nChanged 17
		SP:Iteration 38Q (5708.410000 sec): 3 clusters
  Score: Raw -176437.420000 + Penalty 2506.689562 = -173930.730437
  nChanged 10
		SP:Iteration 39Q (5708.410000 sec): 3 clusters
  Score: Raw -176441.009549 + Penalty 2506.689562 = -173934.319986
  nChanged 6
		SP:Iteration 40F (5708.420000 sec): 3 clusters
  Score: Raw -176444.019711 + Penalty 2506.689562 = -173937.330148
  nChanged 6
		SP:Iteration 41Q (5708.420000 sec): 3 clusters
  Score: Raw -176446.999942 + Penalty 2506.689562 = -173940.310380
  nChanged 7
		SP:Iteration 42Q (5708.430000 sec): 3 clusters
  Score: Raw -176450.254272 + Penalty 2506.689562 = -173943.564710
  nChanged 5
		SP:Iteration 43Q (5708.430000 sec): 3 clusters
  Score: Raw -176452.869752 + Penalty 2506.689562 = -173946.180190
  nChanged 6
		SP:Iteration 44Q (5708.440000 sec): 3 clusters
  Score: Raw -176456.008668 + Penalty 2506.689562 = -173949.319105
  nChanged 9
		SP:Iteration 45Q (5708.440000 sec): 3 clusters
  Score: Raw -176460.638106 + Penalty 2506.689562 = -173953.948544
  nChanged 5
		SP:Iteration 46Q (5708.450000 sec): 3 clusters
  Score: Raw -176462.909335 + Penalty 2506.689562 = -173956.219773
  nChanged 3
		SP:Iteration 47Q (5708.450000 sec): 3 clusters
  Score: Raw -176463.717958 + Penalty 2506.689562 = -173957.028396
  nChanged 2
		SP:Iteration 48Q (5708.460000 sec): 3 clusters
  Score: Raw -176464.049154 + Penalty 2506.689562 = -173957.359591
  nChanged 0
		SP:Iteration 49F (5708.460000 sec): 3 clusters
  Score: Raw -176464.049154 + Penalty 2506.689562 = -173957.359591
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5708.470000 sec): 2 clusters
  Score: Raw -269690.092248 + Penalty 1300.056793 = -268390.035455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5708.480000 sec): 3 clusters
  Score: Raw -268334.318810 + Penalty 2600.113586 = -265734.205224
  nChanged 1125
		SP:Iteration 1F (5708.490000 sec): 3 clusters
  Score: Raw -269230.925858 + Penalty 2600.113586 = -266630.812272
  nChanged 317
		SP:Iteration 2F (5708.500000 sec): 3 clusters
  Score: Raw -269665.103472 + Penalty 2600.113586 = -267064.989886
  nChanged 289
		SP:Iteration 3F (5708.500000 sec): 3 clusters
  Score: Raw -270060.803088 + Penalty 2600.113586 = -267460.689502
  nChanged 222
		SP:Iteration 4F (5708.510000 sec): 3 clusters
  Score: Raw -270334.676609 + Penalty 2600.113586 = -267734.563023
  nChanged 146
		SP:Iteration 5Q (5708.520000 sec): 3 clusters
  Score: Raw -270457.504686 + Penalty 2600.113586 = -267857.391100
  nChanged 74
		SP:Iteration 6Q (5708.520000 sec): 3 clusters
  Score: Raw -270508.633613 + Penalty 2600.113586 = -267908.520027
  nChanged 52
		SP:Iteration 7Q (5708.530000 sec): 3 clusters
  Score: Raw -270541.222201 + Penalty 2600.113586 = -267941.108615
  nChanged 31
		SP:Iteration 8Q (5708.540000 sec): 3 clusters
  Score: Raw -270557.065149 + Penalty 2600.113586 = -267956.951563
  nChanged 18
		SP:Iteration 9Q (5708.540000 sec): 3 clusters
  Score: Raw -270563.795891 + Penalty 2600.113586 = -267963.682305
  nChanged 10
		SP:Iteration 10Q (5708.550000 sec): 3 clusters
  Score: Raw -270566.743764 + Penalty 2600.113586 = -267966.630178
  nChanged 10
		SP:Iteration 11Q (5708.560000 sec): 3 clusters
  Score: Raw -270570.482682 + Penalty 2600.113586 = -267970.369096
  nChanged 8
		SP:Iteration 12Q (5708.560000 sec): 3 clusters
  Score: Raw -270573.034182 + Penalty 2600.113586 = -267972.920596
  nChanged 4
		SP:Iteration 13Q (5708.570000 sec): 3 clusters
  Score: Raw -270574.700536 + Penalty 2600.113586 = -267974.586950
  nChanged 5
		SP:Iteration 14Q (5708.580000 sec): 3 clusters
  Score: Raw -270576.738879 + Penalty 2600.113586 = -267976.625293
  nChanged 2
		SP:Iteration 15Q (5708.590000 sec): 3 clusters
  Score: Raw -270577.510426 + Penalty 2600.113586 = -267977.396840
  nChanged 1
		SP:Iteration 16Q (5708.600000 sec): 3 clusters
  Score: Raw -270577.844169 + Penalty 2600.113586 = -267977.730583
  nChanged 0
		SP:Iteration 17F (5708.600000 sec): 3 clusters
  Score: Raw -270577.844169 + Penalty 2600.113586 = -267977.730583
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5708.620000 sec): 2 clusters
  Score: Raw -506499.451145 + Penalty 1392.898224 = -505106.552921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5708.630000 sec): 3 clusters
  Score: Raw -503756.380473 + Penalty 2785.796447 = -500970.584025
  nChanged 2122
		SP:Iteration 1F (5708.640000 sec): 3 clusters
  Score: Raw -504881.084345 + Penalty 2785.796447 = -502095.287897
  nChanged 380
		SP:Iteration 2F (5708.660000 sec): 3 clusters
  Score: Raw -505125.431752 + Penalty 2785.796447 = -502339.635305
  nChanged 326
		SP:Iteration 3F (5708.670000 sec): 3 clusters
  Score: Raw -505332.277832 + Penalty 2785.796447 = -502546.481384
  nChanged 292
		SP:Iteration 4F (5708.680000 sec): 3 clusters
  Score: Raw -505515.627379 + Penalty 2785.796447 = -502729.830932
  nChanged 263
		SP:Iteration 5Q (5708.700000 sec): 3 clusters
  Score: Raw -505692.225681 + Penalty 2785.796447 = -502906.429234
  nChanged 263
		SP:Iteration 6Q (5708.710000 sec): 3 clusters
  Score: Raw -505881.235260 + Penalty 2785.796447 = -503095.438813
  nChanged 261
		SP:Iteration 7Q (5708.720000 sec): 3 clusters
  Score: Raw -506073.181481 + Penalty 2785.796447 = -503287.385034
  nChanged 251
		SP:Iteration 8Q (5708.740000 sec): 3 clusters
  Score: Raw -506250.724617 + Penalty 2785.796447 = -503464.928170
  nChanged 205
		SP:Iteration 9Q (5708.750000 sec): 3 clusters
  Score: Raw -506412.691008 + Penalty 2785.796447 = -503626.894561
  nChanged 186
		SP:Iteration 10Q (5708.760000 sec): 3 clusters
  Score: Raw -506554.337572 + Penalty 2785.796447 = -503768.541125
  nChanged 149
		SP:Iteration 11Q (5708.770000 sec): 3 clusters
  Score: Raw -506657.768782 + Penalty 2785.796447 = -503871.972334
  nChanged 127
		SP:Iteration 12Q (5708.790000 sec): 3 clusters
  Score: Raw -506741.070204 + Penalty 2785.796447 = -503955.273756
  nChanged 100
		SP:Iteration 13Q (5708.800000 sec): 3 clusters
  Score: Raw -506805.798829 + Penalty 2785.796447 = -504020.002382
  nChanged 82
		SP:Iteration 14Q (5708.810000 sec): 3 clusters
  Score: Raw -506853.609467 + Penalty 2785.796447 = -504067.813020
  nChanged 77
		SP:Iteration 15Q (5708.830000 sec): 3 clusters
  Score: Raw -506894.735043 + Penalty 2785.796447 = -504108.938595
  nChanged 60
		SP:Iteration 16Q (5708.840000 sec): 3 clusters
  Score: Raw -506934.911401 + Penalty 2785.796447 = -504149.114954
  nChanged 67
		SP:Iteration 17Q (5708.850000 sec): 3 clusters
  Score: Raw -506970.180870 + Penalty 2785.796447 = -504184.384422
  nChanged 52
		SP:Iteration 18Q (5708.870000 sec): 3 clusters
  Score: Raw -506997.733791 + Penalty 2785.796447 = -504211.937344
  nChanged 48
		SP:Iteration 19Q (5708.880000 sec): 3 clusters
  Score: Raw -507020.182206 + Penalty 2785.796447 = -504234.385758
  nChanged 43
		SP:Iteration 20F (5708.890000 sec): 3 clusters
  Score: Raw -507036.819133 + Penalty 2785.796447 = -504251.022685
  nChanged 32
		SP:Iteration 21Q (5708.900000 sec): 3 clusters
  Score: Raw -507046.885476 + Penalty 2785.796447 = -504261.089028
  nChanged 24
		SP:Iteration 22Q (5708.910000 sec): 3 clusters
  Score: Raw -507053.839082 + Penalty 2785.796447 = -504268.042635
  nChanged 26
		SP:Iteration 23Q (5708.930000 sec): 3 clusters
  Score: Raw -507063.362516 + Penalty 2785.796447 = -504277.566069
  nChanged 26
		SP:Iteration 24Q (5708.940000 sec): 3 clusters
  Score: Raw -507071.499261 + Penalty 2785.796447 = -504285.702814
  nChanged 23
		SP:Iteration 25Q (5708.950000 sec): 3 clusters
  Score: Raw -507079.009789 + Penalty 2785.796447 = -504293.213342
  nChanged 27
		SP:Iteration 26Q (5708.960000 sec): 3 clusters
  Score: Raw -507088.662089 + Penalty 2785.796447 = -504302.865641
  nChanged 22
		SP:Iteration 27Q (5708.970000 sec): 3 clusters
  Score: Raw -507093.749096 + Penalty 2785.796447 = -504307.952648
  nChanged 9
		SP:Iteration 28Q (5708.990000 sec): 3 clusters
  Score: Raw -507095.852064 + Penalty 2785.796447 = -504310.055616
  nChanged 9
		SP:Iteration 29Q (5709.000000 sec): 3 clusters
  Score: Raw -507098.172711 + Penalty 2785.796447 = -504312.376263
  nChanged 9
		SP:Iteration 30Q (5709.010000 sec): 3 clusters
  Score: Raw -507101.349182 + Penalty 2785.796447 = -504315.552735
  nChanged 8
		SP:Iteration 31Q (5709.020000 sec): 3 clusters
  Score: Raw -507103.406287 + Penalty 2785.796447 = -504317.609839
  nChanged 9
		SP:Iteration 32Q (5709.030000 sec): 3 clusters
  Score: Raw -507105.224413 + Penalty 2785.796447 = -504319.427966
  nChanged 5
		SP:Iteration 33Q (5709.050000 sec): 3 clusters
  Score: Raw -507106.569478 + Penalty 2785.796447 = -504320.773030
  nChanged 1
		SP:Iteration 34Q (5709.060000 sec): 3 clusters
  Score: Raw -507106.731553 + Penalty 2785.796447 = -504320.935106
  nChanged 0
		SP:Iteration 35F (5709.070000 sec): 3 clusters
  Score: Raw -507106.731553 + Penalty 2785.796447 = -504320.935106
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5709.090000 sec): 2 clusters
  Score: Raw -459744.771564 + Penalty 1367.751250 = -458377.020314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5709.090000 sec): 3 clusters
  Score: Raw -457397.803508 + Penalty 2735.502500 = -454662.301008
  nChanged 1858
		SP:Iteration 1F (5709.110000 sec): 3 clusters
  Score: Raw -458357.369789 + Penalty 2735.502500 = -455621.867289
  nChanged 291
		SP:Iteration 2F (5709.120000 sec): 3 clusters
  Score: Raw -458503.205341 + Penalty 2735.502500 = -455767.702841
  nChanged 203
		SP:Iteration 3Q (5709.130000 sec): 3 clusters
  Score: Raw -458591.579883 + Penalty 2735.502500 = -455856.077383
  nChanged 176
		SP:Iteration 4Q (5709.140000 sec): 3 clusters
  Score: Raw -458664.601840 + Penalty 2735.502500 = -455929.099340
  nChanged 133
		SP:Iteration 5Q (5709.150000 sec): 3 clusters
  Score: Raw -458718.470499 + Penalty 2735.502500 = -455982.967999
  nChanged 137
		SP:Iteration 6Q (5709.160000 sec): 3 clusters
  Score: Raw -458781.047313 + Penalty 2735.502500 = -456045.544813
  nChanged 125
		SP:Iteration 7Q (5709.170000 sec): 3 clusters
  Score: Raw -458833.624441 + Penalty 2735.502500 = -456098.121941
  nChanged 125
		SP:Iteration 8Q (5709.190000 sec): 3 clusters
  Score: Raw -458898.127589 + Penalty 2735.502500 = -456162.625088
  nChanged 136
		SP:Iteration 9Q (5709.190000 sec): 3 clusters
  Score: Raw -458965.045526 + Penalty 2735.502500 = -456229.543026
  nChanged 119
		SP:Iteration 10Q (5709.210000 sec): 3 clusters
  Score: Raw -459015.943457 + Penalty 2735.502500 = -456280.440957
  nChanged 108
		SP:Iteration 11Q (5709.220000 sec): 3 clusters
  Score: Raw -459067.775538 + Penalty 2735.502500 = -456332.273038
  nChanged 127
		SP:Iteration 12Q (5709.230000 sec): 3 clusters
  Score: Raw -459140.267063 + Penalty 2735.502500 = -456404.764562
  nChanged 137
		SP:Iteration 13Q (5709.240000 sec): 3 clusters
  Score: Raw -459218.996373 + Penalty 2735.502500 = -456483.493873
  nChanged 124
		SP:Iteration 14Q (5709.250000 sec): 3 clusters
  Score: Raw -459298.533927 + Penalty 2735.502500 = -456563.031427
  nChanged 127
		SP:Iteration 15Q (5709.260000 sec): 3 clusters
  Score: Raw -459386.377780 + Penalty 2735.502500 = -456650.875280
  nChanged 132
		SP:Iteration 16Q (5709.270000 sec): 3 clusters
  Score: Raw -459484.602341 + Penalty 2735.502500 = -456749.099841
  nChanged 122
		SP:Iteration 17Q (5709.280000 sec): 3 clusters
  Score: Raw -459566.528217 + Penalty 2735.502500 = -456831.025717
  nChanged 89
		SP:Iteration 18Q (5709.290000 sec): 3 clusters
  Score: Raw -459632.106625 + Penalty 2735.502500 = -456896.604125
  nChanged 74
		SP:Iteration 19Q (5709.300000 sec): 3 clusters
  Score: Raw -459685.969663 + Penalty 2735.502500 = -456950.467163
  nChanged 65
		SP:Iteration 20F (5709.310000 sec): 3 clusters
  Score: Raw -459738.350436 + Penalty 2735.502500 = -457002.847936
  nChanged 56
		SP:Iteration 21Q (5709.330000 sec): 3 clusters
  Score: Raw -459786.353986 + Penalty 2735.502500 = -457050.851485
  nChanged 43
		SP:Iteration 22Q (5709.330000 sec): 3 clusters
  Score: Raw -459825.721787 + Penalty 2735.502500 = -457090.219287
  nChanged 32
		SP:Iteration 23Q (5709.340000 sec): 3 clusters
  Score: Raw -459851.802914 + Penalty 2735.502500 = -457116.300414
  nChanged 20
		SP:Iteration 24Q (5709.350000 sec): 3 clusters
  Score: Raw -459875.970960 + Penalty 2735.502500 = -457140.468460
  nChanged 13
		SP:Iteration 25Q (5709.360000 sec): 3 clusters
  Score: Raw -459888.422157 + Penalty 2735.502500 = -457152.919657
  nChanged 9
		SP:Iteration 26Q (5709.370000 sec): 3 clusters
  Score: Raw -459898.807180 + Penalty 2735.502500 = -457163.304680
  nChanged 12
		SP:Iteration 27Q (5709.380000 sec): 3 clusters
  Score: Raw -459911.682955 + Penalty 2735.502500 = -457176.180455
  nChanged 9
		SP:Iteration 28Q (5709.390000 sec): 3 clusters
  Score: Raw -459924.732953 + Penalty 2735.502500 = -457189.230453
  nChanged 6
		SP:Iteration 29Q (5709.400000 sec): 3 clusters
  Score: Raw -459931.651844 + Penalty 2735.502500 = -457196.149344
  nChanged 4
		SP:Iteration 30Q (5709.410000 sec): 3 clusters
  Score: Raw -459937.167291 + Penalty 2735.502500 = -457201.664790
  nChanged 3
		SP:Iteration 31Q (5709.410000 sec): 3 clusters
  Score: Raw -459941.816761 + Penalty 2735.502500 = -457206.314261
  nChanged 3
		SP:Iteration 32Q (5709.420000 sec): 3 clusters
  Score: Raw -459945.264962 + Penalty 2735.502500 = -457209.762462
  nChanged 2
		SP:Iteration 33Q (5709.430000 sec): 3 clusters
  Score: Raw -459948.049739 + Penalty 2735.502500 = -457212.547239
  nChanged 0
		SP:Iteration 34F (5709.440000 sec): 3 clusters
  Score: Raw -459948.049739 + Penalty 2735.502500 = -457212.547239
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5709.470000 sec): 2 clusters
  Score: Raw -919357.355254 + Penalty 1484.081815 = -917873.273439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5709.490000 sec): 3 clusters
  Score: Raw -914240.073833 + Penalty 2968.163630 = -911271.910203
  nChanged 3958
		SP:Iteration 1F (5709.510000 sec): 3 clusters
  Score: Raw -916361.347069 + Penalty 2968.163630 = -913393.183439
  nChanged 564
		SP:Iteration 2F (5709.540000 sec): 3 clusters
  Score: Raw -916616.913167 + Penalty 2968.163630 = -913648.749537
  nChanged 492
		SP:Iteration 3F (5709.560000 sec): 3 clusters
  Score: Raw -916830.882321 + Penalty 2968.163630 = -913862.718691
  nChanged 435
		SP:Iteration 4Q (5709.580000 sec): 3 clusters
  Score: Raw -917020.189544 + Penalty 2968.163630 = -914052.025914
  nChanged 414
		SP:Iteration 5Q (5709.610000 sec): 3 clusters
  Score: Raw -917219.353943 + Penalty 2968.163630 = -914251.190312
  nChanged 433
		SP:Iteration 6Q (5709.630000 sec): 3 clusters
  Score: Raw -917443.991991 + Penalty 2968.163630 = -914475.828361
  nChanged 444
		SP:Iteration 7Q (5709.650000 sec): 3 clusters
  Score: Raw -917704.784314 + Penalty 2968.163630 = -914736.620684
  nChanged 485
		SP:Iteration 8F (5709.670000 sec): 3 clusters
  Score: Raw -918033.716188 + Penalty 2968.163630 = -915065.552558
  nChanged 464
		SP:Iteration 9F (5709.700000 sec): 3 clusters
  Score: Raw -918348.214987 + Penalty 2968.163630 = -915380.051357
  nChanged 404
		SP:Iteration 10Q (5709.720000 sec): 3 clusters
  Score: Raw -918603.689889 + Penalty 2968.163630 = -915635.526259
  nChanged 328
		SP:Iteration 11Q (5709.740000 sec): 3 clusters
  Score: Raw -918802.963766 + Penalty 2968.163630 = -915834.800136
  nChanged 253
		SP:Iteration 12Q (5709.770000 sec): 3 clusters
  Score: Raw -918967.249798 + Penalty 2968.163630 = -915999.086168
  nChanged 204
		SP:Iteration 13Q (5709.790000 sec): 3 clusters
  Score: Raw -919104.998561 + Penalty 2968.163630 = -916136.834931
  nChanged 160
		SP:Iteration 14Q (5709.810000 sec): 3 clusters
  Score: Raw -919201.708019 + Penalty 2968.163630 = -916233.544389
  nChanged 109
		SP:Iteration 15Q (5709.830000 sec): 3 clusters
  Score: Raw -919278.354780 + Penalty 2968.163630 = -916310.191150
  nChanged 85
		SP:Iteration 16Q (5709.850000 sec): 3 clusters
  Score: Raw -919338.354500 + Penalty 2968.163630 = -916370.190870
  nChanged 75
		SP:Iteration 17Q (5709.870000 sec): 3 clusters
  Score: Raw -919392.415186 + Penalty 2968.163630 = -916424.251556
  nChanged 61
		SP:Iteration 18Q (5709.890000 sec): 3 clusters
  Score: Raw -919445.201720 + Penalty 2968.163630 = -916477.038089
  nChanged 60
		SP:Iteration 19Q (5709.920000 sec): 3 clusters
  Score: Raw -919504.677523 + Penalty 2968.163630 = -916536.513893
  nChanged 61
		SP:Iteration 20F (5709.940000 sec): 3 clusters
  Score: Raw -919562.137474 + Penalty 2968.163630 = -916593.973843
  nChanged 41
		SP:Iteration 21Q (5709.960000 sec): 3 clusters
  Score: Raw -919595.668011 + Penalty 2968.163630 = -916627.504381
  nChanged 38
		SP:Iteration 22Q (5709.980000 sec): 3 clusters
  Score: Raw -919629.161744 + Penalty 2968.163630 = -916660.998114
  nChanged 43
		SP:Iteration 23Q (5710.000000 sec): 3 clusters
  Score: Raw -919682.319488 + Penalty 2968.163630 = -916714.155858
  nChanged 45
		SP:Iteration 24Q (5710.010000 sec): 3 clusters
  Score: Raw -919730.422241 + Penalty 2968.163630 = -916762.258611
  nChanged 47
		SP:Iteration 25Q (5710.030000 sec): 3 clusters
  Score: Raw -919767.637666 + Penalty 2968.163630 = -916799.474036
  nChanged 36
		SP:Iteration 26Q (5710.050000 sec): 3 clusters
  Score: Raw -919788.639946 + Penalty 2968.163630 = -916820.476316
  nChanged 23
		SP:Iteration 27Q (5710.070000 sec): 3 clusters
  Score: Raw -919802.132272 + Penalty 2968.163630 = -916833.968642
  nChanged 18
		SP:Iteration 28Q (5710.080000 sec): 3 clusters
  Score: Raw -919810.856282 + Penalty 2968.163630 = -916842.692652
  nChanged 14
		SP:Iteration 29Q (5710.100000 sec): 3 clusters
  Score: Raw -919819.040048 + Penalty 2968.163630 = -916850.876418
  nChanged 14
		SP:Iteration 30Q (5710.120000 sec): 3 clusters
  Score: Raw -919824.538719 + Penalty 2968.163630 = -916856.375089
  nChanged 8
		SP:Iteration 31Q (5710.130000 sec): 3 clusters
  Score: Raw -919828.600536 + Penalty 2968.163630 = -916860.436906
  nChanged 6
		SP:Iteration 32Q (5710.150000 sec): 3 clusters
  Score: Raw -919830.858801 + Penalty 2968.163630 = -916862.695171
  nChanged 5
		SP:Iteration 33Q (5710.170000 sec): 3 clusters
  Score: Raw -919833.118701 + Penalty 2968.163630 = -916864.955071
  nChanged 4
		SP:Iteration 34Q (5710.180000 sec): 3 clusters
  Score: Raw -919835.216544 + Penalty 2968.163630 = -916867.052914
  nChanged 2
		SP:Iteration 35Q (5710.200000 sec): 3 clusters
  Score: Raw -919835.928891 + Penalty 2968.163630 = -916867.765260
  nChanged 1
		SP:Iteration 36Q (5710.220000 sec): 3 clusters
  Score: Raw -919836.456718 + Penalty 2968.163630 = -916868.293088
  nChanged 0
		SP:Iteration 37F (5710.240000 sec): 3 clusters
  Score: Raw -919836.456718 + Penalty 2968.163630 = -916868.293088
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (11237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5710.270000 sec): 2 clusters
  Score: Raw -1075790.388435 + Penalty 1515.632167 = -1074274.756268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5710.300000 sec): 3 clusters
  Score: Raw -1069338.096697 + Penalty 3031.264335 = -1066306.832362
  nChanged 4824
		SP:Iteration 1F (5710.330000 sec): 3 clusters
  Score: Raw -1072166.081227 + Penalty 3031.264335 = -1069134.816892
  nChanged 788
		SP:Iteration 2F (5710.350000 sec): 3 clusters
  Score: Raw -1072623.889590 + Penalty 3031.264335 = -1069592.625256
  nChanged 702
		SP:Iteration 3F (5710.380000 sec): 3 clusters
  Score: Raw -1073054.377671 + Penalty 3031.264335 = -1070023.113336
  nChanged 684
		SP:Iteration 4F (5710.410000 sec): 3 clusters
  Score: Raw -1073489.933722 + Penalty 3031.264335 = -1070458.669387
  nChanged 684
		SP:Iteration 5F (5710.440000 sec): 3 clusters
  Score: Raw -1073919.796446 + Penalty 3031.264335 = -1070888.532111
  nChanged 603
		SP:Iteration 6F (5710.470000 sec): 3 clusters
  Score: Raw -1074323.294536 + Penalty 3031.264335 = -1071292.030202
  nChanged 542
		SP:Iteration 7Q (5710.490000 sec): 3 clusters
  Score: Raw -1074728.073200 + Penalty 3031.264335 = -1071696.808865
  nChanged 541
		SP:Iteration 8Q (5710.520000 sec): 3 clusters
  Score: Raw -1075191.361873 + Penalty 3031.264335 = -1072160.097539
  nChanged 514
		SP:Iteration 9Q (5710.550000 sec): 3 clusters
  Score: Raw -1075568.152815 + Penalty 3031.264335 = -1072536.888480
  nChanged 418
		SP:Iteration 10Q (5710.570000 sec): 3 clusters
  Score: Raw -1075794.106384 + Penalty 3031.264335 = -1072762.842049
  nChanged 320
		SP:Iteration 11Q (5710.600000 sec): 3 clusters
  Score: Raw -1075929.232405 + Penalty 3031.264335 = -1072897.968070
  nChanged 237
		SP:Iteration 12Q (5710.630000 sec): 3 clusters
  Score: Raw -1076011.089885 + Penalty 3031.264335 = -1072979.825550
  nChanged 185
		SP:Iteration 13Q (5710.660000 sec): 3 clusters
  Score: Raw -1076077.110284 + Penalty 3031.264335 = -1073045.845949
  nChanged 155
		SP:Iteration 14Q (5710.690000 sec): 3 clusters
  Score: Raw -1076131.003165 + Penalty 3031.264335 = -1073099.738830
  nChanged 129
		SP:Iteration 15Q (5710.710000 sec): 3 clusters
  Score: Raw -1076170.691552 + Penalty 3031.264335 = -1073139.427217
  nChanged 113
		SP:Iteration 16Q (5710.740000 sec): 3 clusters
  Score: Raw -1076197.639755 + Penalty 3031.264335 = -1073166.375420
  nChanged 98
		SP:Iteration 17Q (5710.770000 sec): 3 clusters
  Score: Raw -1076217.614473 + Penalty 3031.264335 = -1073186.350138
  nChanged 82
		SP:Iteration 18Q (5710.790000 sec): 3 clusters
  Score: Raw -1076234.691179 + Penalty 3031.264335 = -1073203.426844
  nChanged 64
		SP:Iteration 19Q (5710.820000 sec): 3 clusters
  Score: Raw -1076248.327925 + Penalty 3031.264335 = -1073217.063590
  nChanged 61
		SP:Iteration 20F (5710.850000 sec): 3 clusters
  Score: Raw -1076258.230520 + Penalty 3031.264335 = -1073226.966186
  nChanged 44
		SP:Iteration 21Q (5710.870000 sec): 3 clusters
  Score: Raw -1076265.226858 + Penalty 3031.264335 = -1073233.962523
  nChanged 49
		SP:Iteration 22Q (5710.900000 sec): 3 clusters
  Score: Raw -1076272.240755 + Penalty 3031.264335 = -1073240.976421
  nChanged 34
		SP:Iteration 23Q (5710.930000 sec): 3 clusters
  Score: Raw -1076276.985129 + Penalty 3031.264335 = -1073245.720794
  nChanged 38
		SP:Iteration 24Q (5710.950000 sec): 3 clusters
  Score: Raw -1076284.745175 + Penalty 3031.264335 = -1073253.480840
  nChanged 44
		SP:Iteration 25Q (5710.980000 sec): 3 clusters
  Score: Raw -1076294.170259 + Penalty 3031.264335 = -1073262.905924
  nChanged 45
		SP:Iteration 26Q (5711.010000 sec): 3 clusters
  Score: Raw -1076306.318009 + Penalty 3031.264335 = -1073275.053675
  nChanged 56
		SP:Iteration 27Q (5711.040000 sec): 3 clusters
  Score: Raw -1076319.135847 + Penalty 3031.264335 = -1073287.871512
  nChanged 55
		SP:Iteration 28Q (5711.060000 sec): 3 clusters
  Score: Raw -1076335.784295 + Penalty 3031.264335 = -1073304.519960
  nChanged 58
		SP:Iteration 29Q (5711.090000 sec): 3 clusters
  Score: Raw -1076357.549241 + Penalty 3031.264335 = -1073326.284906
  nChanged 69
		SP:Iteration 30Q (5711.110000 sec): 3 clusters
  Score: Raw -1076393.500458 + Penalty 3031.264335 = -1073362.236123
  nChanged 90
		SP:Iteration 31Q (5711.140000 sec): 3 clusters
  Score: Raw -1076438.799477 + Penalty 3031.264335 = -1073407.535142
  nChanged 105
		SP:Iteration 32Q (5711.170000 sec): 3 clusters
  Score: Raw -1076484.594893 + Penalty 3031.264335 = -1073453.330559
  nChanged 93
		SP:Iteration 33Q (5711.190000 sec): 3 clusters
  Score: Raw -1076512.919323 + Penalty 3031.264335 = -1073481.654988
  nChanged 80
		SP:Iteration 34Q (5711.220000 sec): 3 clusters
  Score: Raw -1076535.952261 + Penalty 3031.264335 = -1073504.687926
  nChanged 82
		SP:Iteration 35Q (5711.250000 sec): 3 clusters
  Score: Raw -1076555.649508 + Penalty 3031.264335 = -1073524.385174
  nChanged 48
		SP:Iteration 36Q (5711.270000 sec): 3 clusters
  Score: Raw -1076566.019274 + Penalty 3031.264335 = -1073534.754939
  nChanged 50
		SP:Iteration 37Q (5711.300000 sec): 3 clusters
  Score: Raw -1076577.187915 + Penalty 3031.264335 = -1073545.923580
  nChanged 45
		SP:Iteration 38Q (5711.330000 sec): 3 clusters
  Score: Raw -1076584.540766 + Penalty 3031.264335 = -1073553.276431
  nChanged 28
		SP:Iteration 39Q (5711.350000 sec): 3 clusters
  Score: Raw -1076588.830133 + Penalty 3031.264335 = -1073557.565798
  nChanged 27
		SP:Iteration 40F (5711.380000 sec): 3 clusters
  Score: Raw -1076592.539066 + Penalty 3031.264335 = -1073561.274731
  nChanged 28
		SP:Iteration 41Q (5711.410000 sec): 3 clusters
  Score: Raw -1076596.492400 + Penalty 3031.264335 = -1073565.228065
  nChanged 23
		SP:Iteration 42Q (5711.430000 sec): 3 clusters
  Score: Raw -1076600.061959 + Penalty 3031.264335 = -1073568.797624
  nChanged 21
		SP:Iteration 43Q (5711.460000 sec): 3 clusters
  Score: Raw -1076603.238220 + Penalty 3031.264335 = -1073571.973885
  nChanged 29
		SP:Iteration 44Q (5711.490000 sec): 3 clusters
  Score: Raw -1076606.818792 + Penalty 3031.264335 = -1073575.554457
  nChanged 18
		SP:Iteration 45Q (5711.510000 sec): 3 clusters
  Score: Raw -1076609.868551 + Penalty 3031.264335 = -1073578.604217
  nChanged 25
		SP:Iteration 46Q (5711.540000 sec): 3 clusters
  Score: Raw -1076614.590161 + Penalty 3031.264335 = -1073583.325827
  nChanged 29
		SP:Iteration 47Q (5711.560000 sec): 3 clusters
  Score: Raw -1076620.527470 + Penalty 3031.264335 = -1073589.263135
  nChanged 32
		SP:Iteration 48Q (5711.590000 sec): 3 clusters
  Score: Raw -1076626.239000 + Penalty 3031.264335 = -1073594.974665
  nChanged 24
		SP:Iteration 49Q (5711.620000 sec): 3 clusters
  Score: Raw -1076630.682943 + Penalty 3031.264335 = -1073599.418608
  nChanged 23
		SP:Iteration 50Q (5711.640000 sec): 3 clusters
  Score: Raw -1076635.370369 + Penalty 3031.264335 = -1073604.106034
  nChanged 27
		SP:Iteration 51Q (5711.670000 sec): 3 clusters
  Score: Raw -1076639.747577 + Penalty 3031.264335 = -1073608.483242
  nChanged 18
		SP:Iteration 52Q (5711.690000 sec): 3 clusters
  Score: Raw -1076642.178925 + Penalty 3031.264335 = -1073610.914590
  nChanged 13
		SP:Iteration 53Q (5711.720000 sec): 3 clusters
  Score: Raw -1076644.060584 + Penalty 3031.264335 = -1073612.796249
  nChanged 12
		SP:Iteration 54Q (5711.750000 sec): 3 clusters
  Score: Raw -1076646.533935 + Penalty 3031.264335 = -1073615.269600
  nChanged 8
		SP:Iteration 55Q (5711.770000 sec): 3 clusters
  Score: Raw -1076648.314615 + Penalty 3031.264335 = -1073617.050281
  nChanged 13
		SP:Iteration 56Q (5711.800000 sec): 3 clusters
  Score: Raw -1076651.669782 + Penalty 3031.264335 = -1073620.405447
  nChanged 23
		SP:Iteration 57Q (5711.820000 sec): 3 clusters
  Score: Raw -1076656.616089 + Penalty 3031.264335 = -1073625.351754
  nChanged 22
		SP:Iteration 58Q (5711.850000 sec): 3 clusters
  Score: Raw -1076659.621796 + Penalty 3031.264335 = -1073628.357461
  nChanged 18
		SP:Iteration 59Q (5711.870000 sec): 3 clusters
  Score: Raw -1076662.495745 + Penalty 3031.264335 = -1073631.231410
  nChanged 17
		SP:Iteration 60F (5711.900000 sec): 3 clusters
  Score: Raw -1076665.554132 + Penalty 3031.264335 = -1073634.289798
  nChanged 17
		SP:Iteration 61Q (5711.930000 sec): 3 clusters
  Score: Raw -1076668.244532 + Penalty 3031.264335 = -1073636.980197
  nChanged 16
		SP:Iteration 62Q (5711.950000 sec): 3 clusters
  Score: Raw -1076671.234788 + Penalty 3031.264335 = -1073639.970453
  nChanged 12
		SP:Iteration 63Q (5711.980000 sec): 3 clusters
  Score: Raw -1076672.905897 + Penalty 3031.264335 = -1073641.641563
  nChanged 16
		SP:Iteration 64Q (5712.010000 sec): 3 clusters
  Score: Raw -1076675.005179 + Penalty 3031.264335 = -1073643.740845
  nChanged 16
		SP:Iteration 65Q (5712.030000 sec): 3 clusters
  Score: Raw -1076677.207917 + Penalty 3031.264335 = -1073645.943582
  nChanged 13
		SP:Iteration 66Q (5712.060000 sec): 3 clusters
  Score: Raw -1076679.663853 + Penalty 3031.264335 = -1073648.399519
  nChanged 18
		SP:Iteration 67Q (5712.080000 sec): 3 clusters
  Score: Raw -1076683.432994 + Penalty 3031.264335 = -1073652.168659
  nChanged 17
		SP:Iteration 68Q (5712.110000 sec): 3 clusters
  Score: Raw -1076687.833255 + Penalty 3031.264335 = -1073656.568920
  nChanged 17
		SP:Iteration 69Q (5712.130000 sec): 3 clusters
  Score: Raw -1076690.425254 + Penalty 3031.264335 = -1073659.160919
  nChanged 13
		SP:Iteration 70Q (5712.160000 sec): 3 clusters
  Score: Raw -1076692.630839 + Penalty 3031.264335 = -1073661.366504
  nChanged 10
		SP:Iteration 71Q (5712.190000 sec): 3 clusters
  Score: Raw -1076694.012419 + Penalty 3031.264335 = -1073662.748084
  nChanged 10
		SP:Iteration 72Q (5712.210000 sec): 3 clusters
  Score: Raw -1076695.190857 + Penalty 3031.264335 = -1073663.926522
  nChanged 7
		SP:Iteration 73Q (5712.240000 sec): 3 clusters
  Score: Raw -1076696.192170 + Penalty 3031.264335 = -1073664.927836
  nChanged 6
		SP:Iteration 74Q (5712.270000 sec): 3 clusters
  Score: Raw -1076697.292601 + Penalty 3031.264335 = -1073666.028266
  nChanged 11
		SP:Iteration 75Q (5712.290000 sec): 3 clusters
  Score: Raw -1076699.461660 + Penalty 3031.264335 = -1073668.197325
  nChanged 13
		SP:Iteration 76Q (5712.310000 sec): 3 clusters
  Score: Raw -1076701.627103 + Penalty 3031.264335 = -1073670.362768
  nChanged 15
		SP:Iteration 77Q (5712.340000 sec): 3 clusters
  Score: Raw -1076704.492685 + Penalty 3031.264335 = -1073673.228350
  nChanged 21
		SP:Iteration 78Q (5712.370000 sec): 3 clusters
  Score: Raw -1076708.321593 + Penalty 3031.264335 = -1073677.057258
  nChanged 19
		SP:Iteration 79Q (5712.390000 sec): 3 clusters
  Score: Raw -1076713.204366 + Penalty 3031.264335 = -1073681.940031
  nChanged 30
		SP:Iteration 80F (5712.420000 sec): 3 clusters
  Score: Raw -1076718.340110 + Penalty 3031.264335 = -1073687.075775
  nChanged 20
		SP:Iteration 81Q (5712.450000 sec): 3 clusters
  Score: Raw -1076721.168445 + Penalty 3031.264335 = -1073689.904110
  nChanged 23
		SP:Iteration 82Q (5712.470000 sec): 3 clusters
  Score: Raw -1076724.648292 + Penalty 3031.264335 = -1073693.383957
  nChanged 14
		SP:Iteration 83Q (5712.490000 sec): 3 clusters
  Score: Raw -1076727.065669 + Penalty 3031.264335 = -1073695.801334
  nChanged 13
		SP:Iteration 84Q (5712.520000 sec): 3 clusters
  Score: Raw -1076729.139067 + Penalty 3031.264335 = -1073697.874732
  nChanged 12
		SP:Iteration 85Q (5712.550000 sec): 3 clusters
  Score: Raw -1076730.930232 + Penalty 3031.264335 = -1073699.665897
  nChanged 9
		SP:Iteration 86Q (5712.570000 sec): 3 clusters
  Score: Raw -1076732.281204 + Penalty 3031.264335 = -1073701.016869
  nChanged 11
		SP:Iteration 87Q (5712.600000 sec): 3 clusters
  Score: Raw -1076734.313562 + Penalty 3031.264335 = -1073703.049227
  nChanged 13
		SP:Iteration 88Q (5712.620000 sec): 3 clusters
  Score: Raw -1076736.538409 + Penalty 3031.264335 = -1073705.274074
  nChanged 13
		SP:Iteration 89Q (5712.650000 sec): 3 clusters
  Score: Raw -1076739.178646 + Penalty 3031.264335 = -1073707.914311
  nChanged 16
		SP:Iteration 90Q (5712.670000 sec): 3 clusters
  Score: Raw -1076742.500909 + Penalty 3031.264335 = -1073711.236575
  nChanged 8
		SP:Iteration 91Q (5712.700000 sec): 3 clusters
  Score: Raw -1076743.536191 + Penalty 3031.264335 = -1073712.271857
  nChanged 10
		SP:Iteration 92Q (5712.730000 sec): 3 clusters
  Score: Raw -1076744.770830 + Penalty 3031.264335 = -1073713.506496
  nChanged 5
		SP:Iteration 93Q (5712.750000 sec): 3 clusters
  Score: Raw -1076745.837001 + Penalty 3031.264335 = -1073714.572666
  nChanged 1
		SP:Iteration 94Q (5712.770000 sec): 3 clusters
  Score: Raw -1076746.037373 + Penalty 3031.264335 = -1073714.773038
  nChanged 4
		SP:Iteration 95Q (5712.800000 sec): 3 clusters
  Score: Raw -1076747.021518 + Penalty 3031.264335 = -1073715.757184
  nChanged 3
		SP:Iteration 96Q (5712.830000 sec): 3 clusters
  Score: Raw -1076747.277478 + Penalty 3031.264335 = -1073716.013143
  nChanged 3
		SP:Iteration 97Q (5712.850000 sec): 3 clusters
  Score: Raw -1076747.649571 + Penalty 3031.264335 = -1073716.385237
  nChanged 7
		SP:Iteration 98Q (5712.870000 sec): 3 clusters
  Score: Raw -1076749.096076 + Penalty 3031.264335 = -1073717.831741
  nChanged 8
		SP:Iteration 99Q (5712.900000 sec): 3 clusters
  Score: Raw -1076751.533864 + Penalty 3031.264335 = -1073720.269529
  nChanged 14
		SP:Iteration 100F (5712.930000 sec): 3 clusters
  Score: Raw -1076753.431210 + Penalty 3031.264335 = -1073722.166875
  nChanged 8
		SP:Iteration 101Q (5712.950000 sec): 3 clusters
  Score: Raw -1076756.000522 + Penalty 3031.264335 = -1073724.736187
  nChanged 12
		SP:Iteration 102Q (5712.980000 sec): 3 clusters
  Score: Raw -1076759.797639 + Penalty 3031.264335 = -1073728.533304
  nChanged 14
		SP:Iteration 103Q (5713.010000 sec): 3 clusters
  Score: Raw -1076764.014246 + Penalty 3031.264335 = -1073732.749911
  nChanged 22
		SP:Iteration 104Q (5713.030000 sec): 3 clusters
  Score: Raw -1076767.916702 + Penalty 3031.264335 = -1073736.652367
  nChanged 16
		SP:Iteration 105Q (5713.050000 sec): 3 clusters
  Score: Raw -1076770.412875 + Penalty 3031.264335 = -1073739.148541
  nChanged 8
		SP:Iteration 106Q (5713.080000 sec): 3 clusters
  Score: Raw -1076771.851421 + Penalty 3031.264335 = -1073740.587086
  nChanged 9
		SP:Iteration 107Q (5713.110000 sec): 3 clusters
  Score: Raw -1076773.306134 + Penalty 3031.264335 = -1073742.041799
  nChanged 6
		SP:Iteration 108Q (5713.130000 sec): 3 clusters
  Score: Raw -1076774.329470 + Penalty 3031.264335 = -1073743.065135
  nChanged 4
		SP:Iteration 109Q (5713.150000 sec): 3 clusters
  Score: Raw -1076774.920744 + Penalty 3031.264335 = -1073743.656409
  nChanged 3
		SP:Iteration 110Q (5713.180000 sec): 3 clusters
  Score: Raw -1076775.253529 + Penalty 3031.264335 = -1073743.989194
  nChanged 3
		SP:Iteration 111Q (5713.200000 sec): 3 clusters
  Score: Raw -1076775.549191 + Penalty 3031.264335 = -1073744.284856
  nChanged 1
		SP:Iteration 112Q (5713.230000 sec): 3 clusters
  Score: Raw -1076775.649157 + Penalty 3031.264335 = -1073744.384823
  nChanged 1
		SP:Iteration 113Q (5713.250000 sec): 3 clusters
  Score: Raw -1076775.725232 + Penalty 3031.264335 = -1073744.460898
  nChanged 0
		SP:Iteration 114F (5713.280000 sec): 3 clusters
  Score: Raw -1076775.725232 + Penalty 3031.264335 = -1073744.460898
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5713.290000 sec): 2 clusters
  Score: Raw -150063.729183 + Penalty 1195.810021 = -148867.919162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5713.300000 sec): 3 clusters
  Score: Raw -149460.224696 + Penalty 2391.620042 = -147068.604654
  nChanged 514
		SP:Iteration 1F (5713.300000 sec): 3 clusters
  Score: Raw -149913.037044 + Penalty 2391.620042 = -147521.417002
  nChanged 145
		SP:Iteration 2F (5713.310000 sec): 3 clusters
  Score: Raw -150045.286326 + Penalty 2391.620042 = -147653.666284
  nChanged 73
		SP:Iteration 3Q (5713.310000 sec): 3 clusters
  Score: Raw -150110.652720 + Penalty 2391.620042 = -147719.032678
  nChanged 48
		SP:Iteration 4Q (5713.310000 sec): 3 clusters
  Score: Raw -150151.432418 + Penalty 2391.620042 = -147759.812376
  nChanged 28
		SP:Iteration 5Q (5713.320000 sec): 3 clusters
  Score: Raw -150175.975683 + Penalty 2391.620042 = -147784.355641
  nChanged 29
		SP:Iteration 6Q (5713.320000 sec): 3 clusters
  Score: Raw -150203.330267 + Penalty 2391.620042 = -147811.710225
  nChanged 27
		SP:Iteration 7Q (5713.330000 sec): 3 clusters
  Score: Raw -150228.651842 + Penalty 2391.620042 = -147837.031800
  nChanged 29
		SP:Iteration 8Q (5713.330000 sec): 3 clusters
  Score: Raw -150260.306981 + Penalty 2391.620042 = -147868.686939
  nChanged 40
		SP:Iteration 9Q (5713.330000 sec): 3 clusters
  Score: Raw -150291.603488 + Penalty 2391.620042 = -147899.983446
  nChanged 30
		SP:Iteration 10Q (5713.340000 sec): 3 clusters
  Score: Raw -150320.457161 + Penalty 2391.620042 = -147928.837119
  nChanged 25
		SP:Iteration 11Q (5713.340000 sec): 3 clusters
  Score: Raw -150348.756117 + Penalty 2391.620042 = -147957.136075
  nChanged 34
		SP:Iteration 12Q (5713.340000 sec): 3 clusters
  Score: Raw -150382.248851 + Penalty 2391.620042 = -147990.628809
  nChanged 30
		SP:Iteration 13Q (5713.350000 sec): 3 clusters
  Score: Raw -150402.979077 + Penalty 2391.620042 = -148011.359035
  nChanged 20
		SP:Iteration 14Q (5713.350000 sec): 3 clusters
  Score: Raw -150417.849587 + Penalty 2391.620042 = -148026.229545
  nChanged 17
		SP:Iteration 15Q (5713.350000 sec): 3 clusters
  Score: Raw -150432.512698 + Penalty 2391.620042 = -148040.892656
  nChanged 16
		SP:Iteration 16Q (5713.360000 sec): 3 clusters
  Score: Raw -150449.647209 + Penalty 2391.620042 = -148058.027167
  nChanged 16
		SP:Iteration 17Q (5713.360000 sec): 3 clusters
  Score: Raw -150463.447231 + Penalty 2391.620042 = -148071.827189
  nChanged 13
		SP:Iteration 18Q (5713.370000 sec): 3 clusters
  Score: Raw -150473.558993 + Penalty 2391.620042 = -148081.938951
  nChanged 13
		SP:Iteration 19Q (5713.370000 sec): 3 clusters
  Score: Raw -150483.910466 + Penalty 2391.620042 = -148092.290424
  nChanged 15
		SP:Iteration 20F (5713.370000 sec): 3 clusters
  Score: Raw -150493.599866 + Penalty 2391.620042 = -148101.979824
  nChanged 10
		SP:Iteration 21Q (5713.380000 sec): 3 clusters
  Score: Raw -150503.611672 + Penalty 2391.620042 = -148111.991630
  nChanged 14
		SP:Iteration 22Q (5713.380000 sec): 3 clusters
  Score: Raw -150515.657927 + Penalty 2391.620042 = -148124.037885
  nChanged 10
		SP:Iteration 23Q (5713.380000 sec): 3 clusters
  Score: Raw -150521.855618 + Penalty 2391.620042 = -148130.235576
  nChanged 7
		SP:Iteration 24Q (5713.390000 sec): 3 clusters
  Score: Raw -150528.588378 + Penalty 2391.620042 = -148136.968337
  nChanged 10
		SP:Iteration 25Q (5713.390000 sec): 3 clusters
  Score: Raw -150539.769090 + Penalty 2391.620042 = -148148.149048
  nChanged 11
		SP:Iteration 26Q (5713.390000 sec): 3 clusters
  Score: Raw -150546.207522 + Penalty 2391.620042 = -148154.587480
  nChanged 6
		SP:Iteration 27Q (5713.400000 sec): 3 clusters
  Score: Raw -150552.152659 + Penalty 2391.620042 = -148160.532618
  nChanged 6
		SP:Iteration 28Q (5713.400000 sec): 3 clusters
  Score: Raw -150554.280877 + Penalty 2391.620042 = -148162.660835
  nChanged 5
		SP:Iteration 29Q (5713.410000 sec): 3 clusters
  Score: Raw -150557.154714 + Penalty 2391.620042 = -148165.534672
  nChanged 4
		SP:Iteration 30Q (5713.410000 sec): 3 clusters
  Score: Raw -150559.600288 + Penalty 2391.620042 = -148167.980246
  nChanged 6
		SP:Iteration 31Q (5713.410000 sec): 3 clusters
  Score: Raw -150563.478860 + Penalty 2391.620042 = -148171.858818
  nChanged 6
		SP:Iteration 32Q (5713.410000 sec): 3 clusters
  Score: Raw -150566.432349 + Penalty 2391.620042 = -148174.812307
  nChanged 2
		SP:Iteration 33Q (5713.420000 sec): 3 clusters
  Score: Raw -150568.310619 + Penalty 2391.620042 = -148176.690577
  nChanged 4
		SP:Iteration 34Q (5713.420000 sec): 3 clusters
  Score: Raw -150571.019633 + Penalty 2391.620042 = -148179.399591
  nChanged 2
		SP:Iteration 35Q (5713.430000 sec): 3 clusters
  Score: Raw -150572.121323 + Penalty 2391.620042 = -148180.501281
  nChanged 1
		SP:Iteration 36Q (5713.430000 sec): 3 clusters
  Score: Raw -150572.680529 + Penalty 2391.620042 = -148181.060487
  nChanged 1
		SP:Iteration 37Q (5713.430000 sec): 3 clusters
  Score: Raw -150573.246781 + Penalty 2391.620042 = -148181.626739
  nChanged 0
		SP:Iteration 38F (5713.440000 sec): 3 clusters
  Score: Raw -150573.246781 + Penalty 2391.620042 = -148181.626739
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5713.450000 sec): 2 clusters
  Score: Raw -325631.209269 + Penalty 1323.416000 = -324307.793268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5713.460000 sec): 3 clusters
  Score: Raw -323973.831623 + Penalty 2646.832001 = -321326.999622
  nChanged 1304
		SP:Iteration 1F (5713.470000 sec): 3 clusters
  Score: Raw -324754.520786 + Penalty 2646.832001 = -322107.688785
  nChanged 261
		SP:Iteration 2F (5713.470000 sec): 3 clusters
  Score: Raw -324926.560756 + Penalty 2646.832001 = -322279.728755
  nChanged 211
		SP:Iteration 3F (5713.480000 sec): 3 clusters
  Score: Raw -325050.605286 + Penalty 2646.832001 = -322403.773285
  nChanged 142
		SP:Iteration 4Q (5713.490000 sec): 3 clusters
  Score: Raw -325120.233794 + Penalty 2646.832001 = -322473.401794
  nChanged 85
		SP:Iteration 5Q (5713.500000 sec): 3 clusters
  Score: Raw -325165.711991 + Penalty 2646.832001 = -322518.879990
  nChanged 87
		SP:Iteration 6Q (5713.510000 sec): 3 clusters
  Score: Raw -325207.112966 + Penalty 2646.832001 = -322560.280966
  nChanged 76
		SP:Iteration 7Q (5713.520000 sec): 3 clusters
  Score: Raw -325251.259604 + Penalty 2646.832001 = -322604.427603
  nChanged 72
		SP:Iteration 8Q (5713.530000 sec): 3 clusters
  Score: Raw -325287.607818 + Penalty 2646.832001 = -322640.775818
  nChanged 64
		SP:Iteration 9Q (5713.530000 sec): 3 clusters
  Score: Raw -325320.628786 + Penalty 2646.832001 = -322673.796786
  nChanged 63
		SP:Iteration 10Q (5713.540000 sec): 3 clusters
  Score: Raw -325352.008085 + Penalty 2646.832001 = -322705.176084
  nChanged 51
		SP:Iteration 11Q (5713.550000 sec): 3 clusters
  Score: Raw -325373.991706 + Penalty 2646.832001 = -322727.159705
  nChanged 42
		SP:Iteration 12Q (5713.560000 sec): 3 clusters
  Score: Raw -325394.729613 + Penalty 2646.832001 = -322747.897613
  nChanged 41
		SP:Iteration 13Q (5713.570000 sec): 3 clusters
  Score: Raw -325419.789854 + Penalty 2646.832001 = -322772.957854
  nChanged 51
		SP:Iteration 14Q (5713.570000 sec): 3 clusters
  Score: Raw -325450.334109 + Penalty 2646.832001 = -322803.502109
  nChanged 61
		SP:Iteration 15Q (5713.590000 sec): 3 clusters
  Score: Raw -325483.254845 + Penalty 2646.832001 = -322836.422845
  nChanged 56
		SP:Iteration 16Q (5713.590000 sec): 3 clusters
  Score: Raw -325518.570745 + Penalty 2646.832001 = -322871.738745
  nChanged 71
		SP:Iteration 17Q (5713.600000 sec): 3 clusters
  Score: Raw -325572.514216 + Penalty 2646.832001 = -322925.682215
  nChanged 77
		SP:Iteration 18Q (5713.610000 sec): 3 clusters
  Score: Raw -325636.192029 + Penalty 2646.832001 = -322989.360029
  nChanged 86
		SP:Iteration 19Q (5713.620000 sec): 3 clusters
  Score: Raw -325712.925716 + Penalty 2646.832001 = -323066.093716
  nChanged 106
		SP:Iteration 20F (5713.630000 sec): 3 clusters
  Score: Raw -325818.900880 + Penalty 2646.832001 = -323172.068879
  nChanged 114
		SP:Iteration 21Q (5713.630000 sec): 3 clusters
  Score: Raw -325935.401689 + Penalty 2646.832001 = -323288.569688
  nChanged 124
		SP:Iteration 22Q (5713.640000 sec): 3 clusters
  Score: Raw -326077.876053 + Penalty 2646.832001 = -323431.044053
  nChanged 105
		SP:Iteration 23Q (5713.650000 sec): 3 clusters
  Score: Raw -326198.512050 + Penalty 2646.832001 = -323551.680050
  nChanged 95
		SP:Iteration 24Q (5713.660000 sec): 3 clusters
  Score: Raw -326294.139148 + Penalty 2646.832001 = -323647.307148
  nChanged 81
		SP:Iteration 25Q (5713.670000 sec): 3 clusters
  Score: Raw -326360.564017 + Penalty 2646.832001 = -323713.732016
  nChanged 63
		SP:Iteration 26Q (5713.670000 sec): 3 clusters
  Score: Raw -326408.170379 + Penalty 2646.832001 = -323761.338379
  nChanged 53
		SP:Iteration 27Q (5713.680000 sec): 3 clusters
  Score: Raw -326442.665478 + Penalty 2646.832001 = -323795.833478
  nChanged 42
		SP:Iteration 28Q (5713.690000 sec): 3 clusters
  Score: Raw -326470.832629 + Penalty 2646.832001 = -323824.000628
  nChanged 30
		SP:Iteration 29Q (5713.690000 sec): 3 clusters
  Score: Raw -326484.268772 + Penalty 2646.832001 = -323837.436771
  nChanged 18
		SP:Iteration 30Q (5713.700000 sec): 3 clusters
  Score: Raw -326491.313093 + Penalty 2646.832001 = -323844.481092
  nChanged 14
		SP:Iteration 31Q (5713.710000 sec): 3 clusters
  Score: Raw -326496.069853 + Penalty 2646.832001 = -323849.237853
  nChanged 8
		SP:Iteration 32Q (5713.710000 sec): 3 clusters
  Score: Raw -326498.446256 + Penalty 2646.832001 = -323851.614255
  nChanged 2
		SP:Iteration 33Q (5713.720000 sec): 3 clusters
  Score: Raw -326498.960886 + Penalty 2646.832001 = -323852.128885
  nChanged 3
		SP:Iteration 34Q (5713.730000 sec): 3 clusters
  Score: Raw -326499.759864 + Penalty 2646.832001 = -323852.927863
  nChanged 0
		SP:Iteration 35F (5713.740000 sec): 3 clusters
  Score: Raw -326499.759864 + Penalty 2646.832001 = -323852.927863
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5713.750000 sec): 2 clusters
  Score: Raw -135940.915509 + Penalty 1179.720687 = -134761.194822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5713.750000 sec): 3 clusters
  Score: Raw -135421.162258 + Penalty 2359.441373 = -133061.720885
  nChanged 474
		SP:Iteration 1F (5713.750000 sec): 3 clusters
  Score: Raw -135796.339667 + Penalty 2359.441373 = -133436.898293
  nChanged 120
		SP:Iteration 2F (5713.750000 sec): 3 clusters
  Score: Raw -135908.993675 + Penalty 2359.441373 = -133549.552301
  nChanged 68
		SP:Iteration 3Q (5713.760000 sec): 3 clusters
  Score: Raw -135973.088913 + Penalty 2359.441373 = -133613.647540
  nChanged 44
		SP:Iteration 4Q (5713.760000 sec): 3 clusters
  Score: Raw -136010.111958 + Penalty 2359.441373 = -133650.670585
  nChanged 33
		SP:Iteration 5Q (5713.770000 sec): 3 clusters
  Score: Raw -136043.773105 + Penalty 2359.441373 = -133684.331732
  nChanged 26
		SP:Iteration 6Q (5713.770000 sec): 3 clusters
  Score: Raw -136067.610268 + Penalty 2359.441373 = -133708.168894
  nChanged 31
		SP:Iteration 7Q (5713.770000 sec): 3 clusters
  Score: Raw -136099.975294 + Penalty 2359.441373 = -133740.533920
  nChanged 32
		SP:Iteration 8Q (5713.780000 sec): 3 clusters
  Score: Raw -136138.186055 + Penalty 2359.441373 = -133778.744682
  nChanged 34
		SP:Iteration 9Q (5713.780000 sec): 3 clusters
  Score: Raw -136179.237453 + Penalty 2359.441373 = -133819.796080
  nChanged 33
		SP:Iteration 10Q (5713.780000 sec): 3 clusters
  Score: Raw -136226.946282 + Penalty 2359.441373 = -133867.504909
  nChanged 35
		SP:Iteration 11Q (5713.790000 sec): 3 clusters
  Score: Raw -136264.751159 + Penalty 2359.441373 = -133905.309786
  nChanged 32
		SP:Iteration 12Q (5713.790000 sec): 3 clusters
  Score: Raw -136304.572983 + Penalty 2359.441373 = -133945.131610
  nChanged 23
		SP:Iteration 13Q (5713.790000 sec): 3 clusters
  Score: Raw -136326.981966 + Penalty 2359.441373 = -133967.540592
  nChanged 12
		SP:Iteration 14Q (5713.800000 sec): 3 clusters
  Score: Raw -136339.897472 + Penalty 2359.441373 = -133980.456099
  nChanged 8
		SP:Iteration 15Q (5713.800000 sec): 3 clusters
  Score: Raw -136347.766262 + Penalty 2359.441373 = -133988.324889
  nChanged 11
		SP:Iteration 16Q (5713.800000 sec): 3 clusters
  Score: Raw -136357.606981 + Penalty 2359.441373 = -133998.165608
  nChanged 10
		SP:Iteration 17Q (5713.810000 sec): 3 clusters
  Score: Raw -136364.726474 + Penalty 2359.441373 = -134005.285101
  nChanged 10
		SP:Iteration 18Q (5713.810000 sec): 3 clusters
  Score: Raw -136369.857701 + Penalty 2359.441373 = -134010.416328
  nChanged 1
		SP:Iteration 19Q (5713.810000 sec): 3 clusters
  Score: Raw -136370.402845 + Penalty 2359.441373 = -134010.961472
  nChanged 2
		SP:Iteration 20F (5713.810000 sec): 3 clusters
  Score: Raw -136372.308154 + Penalty 2359.441373 = -134012.866781
  nChanged 2
		SP:Iteration 21Q (5713.820000 sec): 3 clusters
  Score: Raw -136373.976165 + Penalty 2359.441373 = -134014.534792
  nChanged 4
		SP:Iteration 22Q (5713.820000 sec): 3 clusters
  Score: Raw -136378.830317 + Penalty 2359.441373 = -134019.388944
  nChanged 0
		SP:Iteration 23F (5713.830000 sec): 3 clusters
  Score: Raw -136378.830317 + Penalty 2359.441373 = -134019.388944
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5713.860000 sec): 2 clusters
  Score: Raw -976380.109961 + Penalty 1491.244137 = -974888.865824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5713.880000 sec): 3 clusters
  Score: Raw -970997.252106 + Penalty 2982.488274 = -968014.763832
  nChanged 4093
		SP:Iteration 1F (5713.910000 sec): 3 clusters
  Score: Raw -973080.826091 + Penalty 2982.488274 = -970098.337817
  nChanged 543
		SP:Iteration 2F (5713.930000 sec): 3 clusters
  Score: Raw -973311.690155 + Penalty 2982.488274 = -970329.201881
  nChanged 484
		SP:Iteration 3F (5713.960000 sec): 3 clusters
  Score: Raw -973542.841422 + Penalty 2982.488274 = -970560.353148
  nChanged 518
		SP:Iteration 4F (5713.980000 sec): 3 clusters
  Score: Raw -973837.909332 + Penalty 2982.488274 = -970855.421058
  nChanged 565
		SP:Iteration 5F (5714.010000 sec): 3 clusters
  Score: Raw -974216.602379 + Penalty 2982.488274 = -971234.114105
  nChanged 645
		SP:Iteration 6F (5714.030000 sec): 3 clusters
  Score: Raw -974703.921590 + Penalty 2982.488274 = -971721.433316
  nChanged 678
		SP:Iteration 7F (5714.050000 sec): 3 clusters
  Score: Raw -975207.990729 + Penalty 2982.488274 = -972225.502455
  nChanged 580
		SP:Iteration 8F (5714.080000 sec): 3 clusters
  Score: Raw -975594.819025 + Penalty 2982.488274 = -972612.330751
  nChanged 457
		SP:Iteration 9Q (5714.100000 sec): 3 clusters
  Score: Raw -975865.069943 + Penalty 2982.488274 = -972882.581669
  nChanged 346
		SP:Iteration 10Q (5714.120000 sec): 3 clusters
  Score: Raw -976041.396393 + Penalty 2982.488274 = -973058.908120
  nChanged 263
		SP:Iteration 11Q (5714.150000 sec): 3 clusters
  Score: Raw -976167.759399 + Penalty 2982.488274 = -973185.271125
  nChanged 210
		SP:Iteration 12Q (5714.170000 sec): 3 clusters
  Score: Raw -976256.600604 + Penalty 2982.488274 = -973274.112330
  nChanged 179
		SP:Iteration 13Q (5714.190000 sec): 3 clusters
  Score: Raw -976325.598868 + Penalty 2982.488274 = -973343.110594
  nChanged 134
		SP:Iteration 14Q (5714.220000 sec): 3 clusters
  Score: Raw -976374.008140 + Penalty 2982.488274 = -973391.519866
  nChanged 116
		SP:Iteration 15Q (5714.240000 sec): 3 clusters
  Score: Raw -976410.727254 + Penalty 2982.488274 = -973428.238980
  nChanged 89
		SP:Iteration 16Q (5714.270000 sec): 3 clusters
  Score: Raw -976439.019863 + Penalty 2982.488274 = -973456.531590
  nChanged 71
		SP:Iteration 17Q (5714.290000 sec): 3 clusters
  Score: Raw -976462.061057 + Penalty 2982.488274 = -973479.572783
  nChanged 63
		SP:Iteration 18Q (5714.310000 sec): 3 clusters
  Score: Raw -976482.642937 + Penalty 2982.488274 = -973500.154664
  nChanged 65
		SP:Iteration 19Q (5714.340000 sec): 3 clusters
  Score: Raw -976501.335652 + Penalty 2982.488274 = -973518.847378
  nChanged 49
		SP:Iteration 20F (5714.360000 sec): 3 clusters
  Score: Raw -976515.963844 + Penalty 2982.488274 = -973533.475571
  nChanged 48
		SP:Iteration 21Q (5714.390000 sec): 3 clusters
  Score: Raw -976527.887179 + Penalty 2982.488274 = -973545.398906
  nChanged 36
		SP:Iteration 22Q (5714.410000 sec): 3 clusters
  Score: Raw -976537.388291 + Penalty 2982.488274 = -973554.900017
  nChanged 32
		SP:Iteration 23Q (5714.430000 sec): 3 clusters
  Score: Raw -976546.084107 + Penalty 2982.488274 = -973563.595833
  nChanged 25
		SP:Iteration 24Q (5714.460000 sec): 3 clusters
  Score: Raw -976553.671106 + Penalty 2982.488274 = -973571.182832
  nChanged 25
		SP:Iteration 25Q (5714.480000 sec): 3 clusters
  Score: Raw -976561.308656 + Penalty 2982.488274 = -973578.820382
  nChanged 21
		SP:Iteration 26Q (5714.510000 sec): 3 clusters
  Score: Raw -976566.108718 + Penalty 2982.488274 = -973583.620444
  nChanged 16
		SP:Iteration 27Q (5714.530000 sec): 3 clusters
  Score: Raw -976569.085726 + Penalty 2982.488274 = -973586.597453
  nChanged 16
		SP:Iteration 28Q (5714.550000 sec): 3 clusters
  Score: Raw -976571.808683 + Penalty 2982.488274 = -973589.320410
  nChanged 9
		SP:Iteration 29Q (5714.580000 sec): 3 clusters
  Score: Raw -976574.591713 + Penalty 2982.488274 = -973592.103439
  nChanged 13
		SP:Iteration 30Q (5714.600000 sec): 3 clusters
  Score: Raw -976578.527686 + Penalty 2982.488274 = -973596.039412
  nChanged 7
		SP:Iteration 31Q (5714.630000 sec): 3 clusters
  Score: Raw -976580.314399 + Penalty 2982.488274 = -973597.826126
  nChanged 10
		SP:Iteration 32Q (5714.650000 sec): 3 clusters
  Score: Raw -976582.876904 + Penalty 2982.488274 = -973600.388630
  nChanged 11
		SP:Iteration 33Q (5714.670000 sec): 3 clusters
  Score: Raw -976586.094546 + Penalty 2982.488274 = -973603.606272
  nChanged 11
		SP:Iteration 34Q (5714.700000 sec): 3 clusters
  Score: Raw -976589.021833 + Penalty 2982.488274 = -973606.533559
  nChanged 7
		SP:Iteration 35Q (5714.720000 sec): 3 clusters
  Score: Raw -976590.827317 + Penalty 2982.488274 = -973608.339043
  nChanged 10
		SP:Iteration 36Q (5714.740000 sec): 3 clusters
  Score: Raw -976594.154830 + Penalty 2982.488274 = -973611.666556
  nChanged 12
		SP:Iteration 37Q (5714.770000 sec): 3 clusters
  Score: Raw -976598.004295 + Penalty 2982.488274 = -973615.516021
  nChanged 9
		SP:Iteration 38Q (5714.790000 sec): 3 clusters
  Score: Raw -976601.225437 + Penalty 2982.488274 = -973618.737163
  nChanged 12
		SP:Iteration 39Q (5714.810000 sec): 3 clusters
  Score: Raw -976605.365982 + Penalty 2982.488274 = -973622.877708
  nChanged 14
		SP:Iteration 40F (5714.840000 sec): 3 clusters
  Score: Raw -976609.449979 + Penalty 2982.488274 = -973626.961705
  nChanged 13
		SP:Iteration 41Q (5714.860000 sec): 3 clusters
  Score: Raw -976613.852127 + Penalty 2982.488274 = -973631.363854
  nChanged 13
		SP:Iteration 42Q (5714.890000 sec): 3 clusters
  Score: Raw -976617.380252 + Penalty 2982.488274 = -973634.891978
  nChanged 7
		SP:Iteration 43Q (5714.910000 sec): 3 clusters
  Score: Raw -976620.351587 + Penalty 2982.488274 = -973637.863313
  nChanged 10
		SP:Iteration 44Q (5714.930000 sec): 3 clusters
  Score: Raw -976624.374875 + Penalty 2982.488274 = -973641.886601
  nChanged 12
		SP:Iteration 45Q (5714.960000 sec): 3 clusters
  Score: Raw -976627.794306 + Penalty 2982.488274 = -973645.306033
  nChanged 11
		SP:Iteration 46Q (5714.980000 sec): 3 clusters
  Score: Raw -976630.890749 + Penalty 2982.488274 = -973648.402476
  nChanged 8
		SP:Iteration 47Q (5715.010000 sec): 3 clusters
  Score: Raw -976633.813567 + Penalty 2982.488274 = -973651.325293
  nChanged 10
		SP:Iteration 48Q (5715.030000 sec): 3 clusters
  Score: Raw -976636.906901 + Penalty 2982.488274 = -973654.418627
  nChanged 5
		SP:Iteration 49Q (5715.050000 sec): 3 clusters
  Score: Raw -976638.760308 + Penalty 2982.488274 = -973656.272035
  nChanged 7
		SP:Iteration 50Q (5715.070000 sec): 3 clusters
  Score: Raw -976641.055733 + Penalty 2982.488274 = -973658.567459
  nChanged 9
		SP:Iteration 51Q (5715.100000 sec): 3 clusters
  Score: Raw -976643.533059 + Penalty 2982.488274 = -973661.044786
  nChanged 9
		SP:Iteration 52Q (5715.120000 sec): 3 clusters
  Score: Raw -976646.856432 + Penalty 2982.488274 = -973664.368159
  nChanged 9
		SP:Iteration 53Q (5715.150000 sec): 3 clusters
  Score: Raw -976649.211561 + Penalty 2982.488274 = -973666.723287
  nChanged 9
		SP:Iteration 54Q (5715.170000 sec): 3 clusters
  Score: Raw -976652.745804 + Penalty 2982.488274 = -973670.257530
  nChanged 7
		SP:Iteration 55Q (5715.190000 sec): 3 clusters
  Score: Raw -976654.600886 + Penalty 2982.488274 = -973672.112613
  nChanged 5
		SP:Iteration 56Q (5715.220000 sec): 3 clusters
  Score: Raw -976656.137505 + Penalty 2982.488274 = -973673.649231
  nChanged 6
		SP:Iteration 57Q (5715.240000 sec): 3 clusters
  Score: Raw -976657.806331 + Penalty 2982.488274 = -973675.318058
  nChanged 5
		SP:Iteration 58Q (5715.260000 sec): 3 clusters
  Score: Raw -976659.185841 + Penalty 2982.488274 = -973676.697568
  nChanged 3
		SP:Iteration 59Q (5715.290000 sec): 3 clusters
  Score: Raw -976659.908442 + Penalty 2982.488274 = -973677.420168
  nChanged 1
		SP:Iteration 60F (5715.310000 sec): 3 clusters
  Score: Raw -976660.175554 + Penalty 2982.488274 = -973677.687281
  nChanged 1
		SP:Iteration 61Q (5715.330000 sec): 3 clusters
  Score: Raw -976660.561512 + Penalty 2982.488274 = -973678.073239
  nChanged 2
		SP:Iteration 62Q (5715.360000 sec): 3 clusters
  Score: Raw -976661.185468 + Penalty 2982.488274 = -973678.697195
  nChanged 4
		SP:Iteration 63Q (5715.380000 sec): 3 clusters
  Score: Raw -976662.596244 + Penalty 2982.488274 = -973680.107970
  nChanged 2
		SP:Iteration 64Q (5715.400000 sec): 3 clusters
  Score: Raw -976663.266134 + Penalty 2982.488274 = -973680.777860
  nChanged 2
		SP:Iteration 65Q (5715.430000 sec): 3 clusters
  Score: Raw -976664.111359 + Penalty 2982.488274 = -973681.623086
  nChanged 1
		SP:Iteration 66Q (5715.450000 sec): 3 clusters
  Score: Raw -976664.396932 + Penalty 2982.488274 = -973681.908659
  nChanged 0
		SP:Iteration 67F (5715.470000 sec): 3 clusters
  Score: Raw -976664.396932 + Penalty 2982.488274 = -973681.908659
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5715.490000 sec): 2 clusters
  Score: Raw -319052.618934 + Penalty 1317.210570 = -317735.408364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5715.500000 sec): 3 clusters
  Score: Raw -317507.780737 + Penalty 2634.421139 = -314873.359598
  nChanged 1280
		SP:Iteration 1F (5715.510000 sec): 3 clusters
  Score: Raw -318275.073015 + Penalty 2634.421139 = -315640.651876
  nChanged 249
		SP:Iteration 2F (5715.510000 sec): 3 clusters
  Score: Raw -318434.996492 + Penalty 2634.421139 = -315800.575353
  nChanged 204
		SP:Iteration 3F (5715.520000 sec): 3 clusters
  Score: Raw -318589.451649 + Penalty 2634.421139 = -315955.030509
  nChanged 220
		SP:Iteration 4F (5715.530000 sec): 3 clusters
  Score: Raw -318790.400060 + Penalty 2634.421139 = -316155.978921
  nChanged 225
		SP:Iteration 5F (5715.540000 sec): 3 clusters
  Score: Raw -319014.579134 + Penalty 2634.421139 = -316380.157995
  nChanged 178
		SP:Iteration 6F (5715.550000 sec): 3 clusters
  Score: Raw -319245.770742 + Penalty 2634.421139 = -316611.349603
  nChanged 176
		SP:Iteration 7F (5715.550000 sec): 3 clusters
  Score: Raw -319458.430896 + Penalty 2634.421139 = -316824.009757
  nChanged 147
		SP:Iteration 8Q (5715.560000 sec): 3 clusters
  Score: Raw -319612.569594 + Penalty 2634.421139 = -316978.148455
  nChanged 106
		SP:Iteration 9Q (5715.570000 sec): 3 clusters
  Score: Raw -319712.344986 + Penalty 2634.421139 = -317077.923847
  nChanged 71
		SP:Iteration 10Q (5715.580000 sec): 3 clusters
  Score: Raw -319766.802228 + Penalty 2634.421139 = -317132.381089
  nChanged 55
		SP:Iteration 11Q (5715.590000 sec): 3 clusters
  Score: Raw -319798.435105 + Penalty 2634.421139 = -317164.013966
  nChanged 33
		SP:Iteration 12Q (5715.590000 sec): 3 clusters
  Score: Raw -319815.393420 + Penalty 2634.421139 = -317180.972281
  nChanged 27
		SP:Iteration 13Q (5715.600000 sec): 3 clusters
  Score: Raw -319828.865566 + Penalty 2634.421139 = -317194.444427
  nChanged 17
		SP:Iteration 14Q (5715.610000 sec): 3 clusters
  Score: Raw -319838.471889 + Penalty 2634.421139 = -317204.050749
  nChanged 13
		SP:Iteration 15Q (5715.620000 sec): 3 clusters
  Score: Raw -319844.418327 + Penalty 2634.421139 = -317209.997188
  nChanged 12
		SP:Iteration 16Q (5715.630000 sec): 3 clusters
  Score: Raw -319848.548411 + Penalty 2634.421139 = -317214.127271
  nChanged 12
		SP:Iteration 17Q (5715.630000 sec): 3 clusters
  Score: Raw -319852.854949 + Penalty 2634.421139 = -317218.433809
  nChanged 10
		SP:Iteration 18Q (5715.640000 sec): 3 clusters
  Score: Raw -319855.786289 + Penalty 2634.421139 = -317221.365150
  nChanged 5
		SP:Iteration 19Q (5715.650000 sec): 3 clusters
  Score: Raw -319857.585041 + Penalty 2634.421139 = -317223.163902
  nChanged 3
		SP:Iteration 20F (5715.660000 sec): 3 clusters
  Score: Raw -319858.674472 + Penalty 2634.421139 = -317224.253333
  nChanged 3
		SP:Iteration 21Q (5715.670000 sec): 3 clusters
  Score: Raw -319860.330296 + Penalty 2634.421139 = -317225.909157
  nChanged 5
		SP:Iteration 22Q (5715.670000 sec): 3 clusters
  Score: Raw -319862.348758 + Penalty 2634.421139 = -317227.927619
  nChanged 6
		SP:Iteration 23Q (5715.680000 sec): 3 clusters
  Score: Raw -319865.873999 + Penalty 2634.421139 = -317231.452860
  nChanged 7
		SP:Iteration 24Q (5715.690000 sec): 3 clusters
  Score: Raw -319872.179596 + Penalty 2634.421139 = -317237.758457
  nChanged 11
		SP:Iteration 25Q (5715.700000 sec): 3 clusters
  Score: Raw -319877.789061 + Penalty 2634.421139 = -317243.367922
  nChanged 10
		SP:Iteration 26Q (5715.710000 sec): 3 clusters
  Score: Raw -319885.100878 + Penalty 2634.421139 = -317250.679739
  nChanged 15
		SP:Iteration 27Q (5715.710000 sec): 3 clusters
  Score: Raw -319891.484087 + Penalty 2634.421139 = -317257.062948
  nChanged 10
		SP:Iteration 28Q (5715.720000 sec): 3 clusters
  Score: Raw -319894.769831 + Penalty 2634.421139 = -317260.348692
  nChanged 7
		SP:Iteration 29Q (5715.730000 sec): 3 clusters
  Score: Raw -319897.629648 + Penalty 2634.421139 = -317263.208509
  nChanged 9
		SP:Iteration 30Q (5715.730000 sec): 3 clusters
  Score: Raw -319900.617367 + Penalty 2634.421139 = -317266.196227
  nChanged 5
		SP:Iteration 31Q (5715.740000 sec): 3 clusters
  Score: Raw -319902.146925 + Penalty 2634.421139 = -317267.725786
  nChanged 4
		SP:Iteration 32Q (5715.750000 sec): 3 clusters
  Score: Raw -319904.415842 + Penalty 2634.421139 = -317269.994703
  nChanged 5
		SP:Iteration 33Q (5715.760000 sec): 3 clusters
  Score: Raw -319906.061461 + Penalty 2634.421139 = -317271.640322
  nChanged 0
		SP:Iteration 34F (5715.770000 sec): 3 clusters
  Score: Raw -319906.061461 + Penalty 2634.421139 = -317271.640322
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5715.840000 sec): 2 clusters
  Score: Raw -2478956.192728 + Penalty 1647.001299 = -2477309.191429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5715.910000 sec): 3 clusters
  Score: Raw -2463696.611673 + Penalty 3294.002598 = -2460402.609075
  nChanged 11394
		SP:Iteration 1F (5715.970000 sec): 3 clusters
  Score: Raw -2469752.488677 + Penalty 3294.002598 = -2466458.486078
  nChanged 1152
		SP:Iteration 2Q (5716.040000 sec): 3 clusters
  Score: Raw -2470120.308476 + Penalty 3294.002598 = -2466826.305877
  nChanged 1068
		SP:Iteration 3Q (5716.110000 sec): 3 clusters
  Score: Raw -2470443.784639 + Penalty 3294.002598 = -2467149.782041
  nChanged 1027
		SP:Iteration 4Q (5716.170000 sec): 3 clusters
  Score: Raw -2470789.348491 + Penalty 3294.002598 = -2467495.345893
  nChanged 1097
		SP:Iteration 5Q (5716.230000 sec): 3 clusters
  Score: Raw -2471245.181177 + Penalty 3294.002598 = -2467951.178579
  nChanged 1314
		SP:Iteration 6F (5716.300000 sec): 3 clusters
  Score: Raw -2471882.736435 + Penalty 3294.002598 = -2468588.733837
  nChanged 1494
		SP:Iteration 7F (5716.370000 sec): 3 clusters
  Score: Raw -2472781.661443 + Penalty 3294.002598 = -2469487.658845
  nChanged 1727
		SP:Iteration 8F (5716.430000 sec): 3 clusters
  Score: Raw -2474013.248510 + Penalty 3294.002598 = -2470719.245912
  nChanged 1751
		SP:Iteration 9F (5716.490000 sec): 3 clusters
  Score: Raw -2475405.927956 + Penalty 3294.002598 = -2472111.925358
  nChanged 1506
		SP:Iteration 10F (5716.560000 sec): 3 clusters
  Score: Raw -2476676.393530 + Penalty 3294.002598 = -2473382.390932
  nChanged 1142
		SP:Iteration 11Q (5716.620000 sec): 3 clusters
  Score: Raw -2477676.871092 + Penalty 3294.002598 = -2474382.868494
  nChanged 715
		SP:Iteration 12Q (5716.680000 sec): 3 clusters
  Score: Raw -2478303.199974 + Penalty 3294.002598 = -2475009.197376
  nChanged 415
		SP:Iteration 13Q (5716.740000 sec): 3 clusters
  Score: Raw -2478670.514100 + Penalty 3294.002598 = -2475376.511501
  nChanged 250
		SP:Iteration 14Q (5716.790000 sec): 3 clusters
  Score: Raw -2478871.293326 + Penalty 3294.002598 = -2475577.290727
  nChanged 162
		SP:Iteration 15Q (5716.840000 sec): 3 clusters
  Score: Raw -2478987.932310 + Penalty 3294.002598 = -2475693.929711
  nChanged 109
		SP:Iteration 16Q (5716.890000 sec): 3 clusters
  Score: Raw -2479059.616724 + Penalty 3294.002598 = -2475765.614126
  nChanged 81
		SP:Iteration 17Q (5716.940000 sec): 3 clusters
  Score: Raw -2479112.766749 + Penalty 3294.002598 = -2475818.764151
  nChanged 60
		SP:Iteration 18Q (5716.990000 sec): 3 clusters
  Score: Raw -2479146.263568 + Penalty 3294.002598 = -2475852.260970
  nChanged 48
		SP:Iteration 19Q (5717.030000 sec): 3 clusters
  Score: Raw -2479171.385363 + Penalty 3294.002598 = -2475877.382765
  nChanged 45
		SP:Iteration 20F (5717.090000 sec): 3 clusters
  Score: Raw -2479197.263316 + Penalty 3294.002598 = -2475903.260718
  nChanged 33
		SP:Iteration 21Q (5717.140000 sec): 3 clusters
  Score: Raw -2479212.657968 + Penalty 3294.002598 = -2475918.655369
  nChanged 25
		SP:Iteration 22Q (5717.190000 sec): 3 clusters
  Score: Raw -2479225.550981 + Penalty 3294.002598 = -2475931.548383
  nChanged 18
		SP:Iteration 23Q (5717.230000 sec): 3 clusters
  Score: Raw -2479235.267000 + Penalty 3294.002598 = -2475941.264402
  nChanged 13
		SP:Iteration 24Q (5717.280000 sec): 3 clusters
  Score: Raw -2479240.751985 + Penalty 3294.002598 = -2475946.749387
  nChanged 8
		SP:Iteration 25Q (5717.320000 sec): 3 clusters
  Score: Raw -2479244.007435 + Penalty 3294.002598 = -2475950.004836
  nChanged 8
		SP:Iteration 26Q (5717.370000 sec): 3 clusters
  Score: Raw -2479247.864837 + Penalty 3294.002598 = -2475953.862239
  nChanged 12
		SP:Iteration 27Q (5717.410000 sec): 3 clusters
  Score: Raw -2479254.534071 + Penalty 3294.002598 = -2475960.531473
  nChanged 8
		SP:Iteration 28Q (5717.460000 sec): 3 clusters
  Score: Raw -2479258.720466 + Penalty 3294.002598 = -2475964.717868
  nChanged 8
		SP:Iteration 29Q (5717.500000 sec): 3 clusters
  Score: Raw -2479263.277238 + Penalty 3294.002598 = -2475969.274640
  nChanged 9
		SP:Iteration 30Q (5717.550000 sec): 3 clusters
  Score: Raw -2479268.903915 + Penalty 3294.002598 = -2475974.901317
  nChanged 6
		SP:Iteration 31Q (5717.590000 sec): 3 clusters
  Score: Raw -2479272.013040 + Penalty 3294.002598 = -2475978.010442
  nChanged 3
		SP:Iteration 32Q (5717.640000 sec): 3 clusters
  Score: Raw -2479273.888648 + Penalty 3294.002598 = -2475979.886049
  nChanged 3
		SP:Iteration 33Q (5717.680000 sec): 3 clusters
  Score: Raw -2479274.741669 + Penalty 3294.002598 = -2475980.739071
  nChanged 1
		SP:Iteration 34Q (5717.730000 sec): 3 clusters
  Score: Raw -2479275.152656 + Penalty 3294.002598 = -2475981.150057
  nChanged 1
		SP:Iteration 35Q (5717.780000 sec): 3 clusters
  Score: Raw -2479275.977694 + Penalty 3294.002598 = -2475981.975096
  nChanged 1
		SP:Iteration 36Q (5717.830000 sec): 3 clusters
  Score: Raw -2479276.361401 + Penalty 3294.002598 = -2475982.358803
  nChanged 1
		SP:Iteration 37Q (5717.870000 sec): 3 clusters
  Score: Raw -2479277.125370 + Penalty 3294.002598 = -2475983.122772
  nChanged 1
		SP:Iteration 38Q (5717.920000 sec): 3 clusters
  Score: Raw -2479277.559058 + Penalty 3294.002598 = -2475983.556460
  nChanged 0
		SP:Iteration 39F (5717.990000 sec): 3 clusters
  Score: Raw -2479277.559058 + Penalty 3294.002598 = -2475983.556460
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5718.000000 sec): 2 clusters
  Score: Raw -25929.027495 + Penalty 927.405418 = -25001.622077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5718.000000 sec): 3 clusters
  Score: Raw -25995.964781 + Penalty 1854.810836 = -24141.153945
  nChanged 52
		SP:Iteration 1F (5718.000000 sec): 3 clusters
  Score: Raw -26120.043970 + Penalty 1854.810836 = -24265.233134
  nChanged 27
		SP:Iteration 2F (5718.000000 sec): 3 clusters
  Score: Raw -26178.791796 + Penalty 1854.810836 = -24323.980959
  nChanged 11
		SP:Iteration 3Q (5718.000000 sec): 3 clusters
  Score: Raw -26209.125943 + Penalty 1854.810836 = -24354.315107
  nChanged 11
		SP:Iteration 4Q (5718.010000 sec): 3 clusters
  Score: Raw -26236.088411 + Penalty 1854.810836 = -24381.277575
  nChanged 5
		SP:Iteration 5Q (5718.010000 sec): 3 clusters
  Score: Raw -26248.140791 + Penalty 1854.810836 = -24393.329955
  nChanged 3
		SP:Iteration 6Q (5718.010000 sec): 3 clusters
  Score: Raw -26258.492352 + Penalty 1854.810836 = -24403.681516
  nChanged 1
		SP:Iteration 7Q (5718.010000 sec): 3 clusters
  Score: Raw -26259.846319 + Penalty 1854.810836 = -24405.035483
  nChanged 0
		SP:Iteration 8F (5718.010000 sec): 3 clusters
  Score: Raw -26259.846319 + Penalty 1854.810836 = -24405.035483
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5718.030000 sec): 2 clusters
  Score: Raw -632593.451043 + Penalty 1426.578056 = -631166.872987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5718.050000 sec): 3 clusters
  Score: Raw -629111.787741 + Penalty 2853.156112 = -626258.631629
  nChanged 2696
		SP:Iteration 1F (5718.060000 sec): 3 clusters
  Score: Raw -630597.129768 + Penalty 2853.156112 = -627743.973656
  nChanged 493
		SP:Iteration 2F (5718.080000 sec): 3 clusters
  Score: Raw -630861.163974 + Penalty 2853.156112 = -628008.007863
  nChanged 386
		SP:Iteration 3F (5718.090000 sec): 3 clusters
  Score: Raw -631068.541806 + Penalty 2853.156112 = -628215.385695
  nChanged 336
		SP:Iteration 4F (5718.110000 sec): 3 clusters
  Score: Raw -631269.207936 + Penalty 2853.156112 = -628416.051824
  nChanged 322
		SP:Iteration 5Q (5718.130000 sec): 3 clusters
  Score: Raw -631462.915837 + Penalty 2853.156112 = -628609.759725
  nChanged 311
		SP:Iteration 6Q (5718.140000 sec): 3 clusters
  Score: Raw -631667.260405 + Penalty 2853.156112 = -628814.104293
  nChanged 319
		SP:Iteration 7Q (5718.160000 sec): 3 clusters
  Score: Raw -631896.672493 + Penalty 2853.156112 = -629043.516382
  nChanged 327
		SP:Iteration 8F (5718.170000 sec): 3 clusters
  Score: Raw -632117.684810 + Penalty 2853.156112 = -629264.528699
  nChanged 276
		SP:Iteration 9Q (5718.190000 sec): 3 clusters
  Score: Raw -632285.578328 + Penalty 2853.156112 = -629432.422217
  nChanged 212
		SP:Iteration 10Q (5718.210000 sec): 3 clusters
  Score: Raw -632405.215520 + Penalty 2853.156112 = -629552.059408
  nChanged 186
		SP:Iteration 11Q (5718.220000 sec): 3 clusters
  Score: Raw -632494.591981 + Penalty 2853.156112 = -629641.435870
  nChanged 131
		SP:Iteration 12Q (5718.240000 sec): 3 clusters
  Score: Raw -632545.034729 + Penalty 2853.156112 = -629691.878617
  nChanged 94
		SP:Iteration 13Q (5718.250000 sec): 3 clusters
  Score: Raw -632581.971322 + Penalty 2853.156112 = -629728.815210
  nChanged 82
		SP:Iteration 14Q (5718.270000 sec): 3 clusters
  Score: Raw -632610.066096 + Penalty 2853.156112 = -629756.909985
  nChanged 73
		SP:Iteration 15Q (5718.290000 sec): 3 clusters
  Score: Raw -632633.905378 + Penalty 2853.156112 = -629780.749266
  nChanged 52
		SP:Iteration 16Q (5718.300000 sec): 3 clusters
  Score: Raw -632647.714799 + Penalty 2853.156112 = -629794.558687
  nChanged 34
		SP:Iteration 17Q (5718.320000 sec): 3 clusters
  Score: Raw -632654.089331 + Penalty 2853.156112 = -629800.933219
  nChanged 27
		SP:Iteration 18Q (5718.330000 sec): 3 clusters
  Score: Raw -632660.634858 + Penalty 2853.156112 = -629807.478746
  nChanged 21
		SP:Iteration 19Q (5718.350000 sec): 3 clusters
  Score: Raw -632664.678947 + Penalty 2853.156112 = -629811.522836
  nChanged 19
		SP:Iteration 20F (5718.370000 sec): 3 clusters
  Score: Raw -632667.720205 + Penalty 2853.156112 = -629814.564094
  nChanged 11
		SP:Iteration 21Q (5718.380000 sec): 3 clusters
  Score: Raw -632670.340025 + Penalty 2853.156112 = -629817.183914
  nChanged 13
		SP:Iteration 22Q (5718.400000 sec): 3 clusters
  Score: Raw -632672.623593 + Penalty 2853.156112 = -629819.467481
  nChanged 15
		SP:Iteration 23Q (5718.410000 sec): 3 clusters
  Score: Raw -632675.983046 + Penalty 2853.156112 = -629822.826935
  nChanged 14
		SP:Iteration 24Q (5718.430000 sec): 3 clusters
  Score: Raw -632678.987953 + Penalty 2853.156112 = -629825.831841
  nChanged 7
		SP:Iteration 25Q (5718.440000 sec): 3 clusters
  Score: Raw -632680.160261 + Penalty 2853.156112 = -629827.004149
  nChanged 5
		SP:Iteration 26Q (5718.460000 sec): 3 clusters
  Score: Raw -632680.611624 + Penalty 2853.156112 = -629827.455512
  nChanged 3
		SP:Iteration 27Q (5718.470000 sec): 3 clusters
  Score: Raw -632680.977780 + Penalty 2853.156112 = -629827.821669
  nChanged 2
		SP:Iteration 28Q (5718.490000 sec): 3 clusters
  Score: Raw -632681.259176 + Penalty 2853.156112 = -629828.103065
  nChanged 2
		SP:Iteration 29Q (5718.510000 sec): 3 clusters
  Score: Raw -632681.641792 + Penalty 2853.156112 = -629828.485681
  nChanged 3
		SP:Iteration 30Q (5718.520000 sec): 3 clusters
  Score: Raw -632681.975840 + Penalty 2853.156112 = -629828.819729
  nChanged 2
		SP:Iteration 31Q (5718.540000 sec): 3 clusters
  Score: Raw -632682.050307 + Penalty 2853.156112 = -629828.894195
  nChanged 0
		SP:Iteration 32F (5718.550000 sec): 3 clusters
  Score: Raw -632682.050307 + Penalty 2853.156112 = -629828.894195
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5718.570000 sec): 2 clusters
  Score: Raw -176298.856851 + Penalty 1227.834578 = -175071.022273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5718.570000 sec): 3 clusters
  Score: Raw -175555.603560 + Penalty 2455.669155 = -173099.934405
  nChanged 678
		SP:Iteration 1F (5718.570000 sec): 3 clusters
  Score: Raw -176124.833220 + Penalty 2455.669155 = -173669.164064
  nChanged 193
		SP:Iteration 2F (5718.580000 sec): 3 clusters
  Score: Raw -176305.977255 + Penalty 2455.669155 = -173850.308099
  nChanged 111
		SP:Iteration 3F (5718.580000 sec): 3 clusters
  Score: Raw -176423.259373 + Penalty 2455.669155 = -173967.590218
  nChanged 99
		SP:Iteration 4F (5718.590000 sec): 3 clusters
  Score: Raw -176531.223705 + Penalty 2455.669155 = -174075.554550
  nChanged 72
		SP:Iteration 5Q (5718.590000 sec): 3 clusters
  Score: Raw -176604.596360 + Penalty 2455.669155 = -174148.927205
  nChanged 65
		SP:Iteration 6Q (5718.600000 sec): 3 clusters
  Score: Raw -176672.745121 + Penalty 2455.669155 = -174217.075966
  nChanged 59
		SP:Iteration 7Q (5718.600000 sec): 3 clusters
  Score: Raw -176717.113293 + Penalty 2455.669155 = -174261.444138
  nChanged 37
		SP:Iteration 8Q (5718.610000 sec): 3 clusters
  Score: Raw -176739.799908 + Penalty 2455.669155 = -174284.130753
  nChanged 25
		SP:Iteration 9Q (5718.610000 sec): 3 clusters
  Score: Raw -176754.568164 + Penalty 2455.669155 = -174298.899008
  nChanged 27
		SP:Iteration 10Q (5718.610000 sec): 3 clusters
  Score: Raw -176774.056101 + Penalty 2455.669155 = -174318.386946
  nChanged 19
		SP:Iteration 11Q (5718.620000 sec): 3 clusters
  Score: Raw -176787.805734 + Penalty 2455.669155 = -174332.136579
  nChanged 18
		SP:Iteration 12Q (5718.630000 sec): 3 clusters
  Score: Raw -176802.337769 + Penalty 2455.669155 = -174346.668613
  nChanged 12
		SP:Iteration 13Q (5718.630000 sec): 3 clusters
  Score: Raw -176808.667457 + Penalty 2455.669155 = -174352.998302
  nChanged 12
		SP:Iteration 14Q (5718.630000 sec): 3 clusters
  Score: Raw -176817.262296 + Penalty 2455.669155 = -174361.593140
  nChanged 9
		SP:Iteration 15Q (5718.640000 sec): 3 clusters
  Score: Raw -176822.227081 + Penalty 2455.669155 = -174366.557926
  nChanged 5
		SP:Iteration 16Q (5718.640000 sec): 3 clusters
  Score: Raw -176825.253094 + Penalty 2455.669155 = -174369.583938
  nChanged 4
		SP:Iteration 17Q (5718.650000 sec): 3 clusters
  Score: Raw -176826.928387 + Penalty 2455.669155 = -174371.259232
  nChanged 5
		SP:Iteration 18Q (5718.650000 sec): 3 clusters
  Score: Raw -176829.440493 + Penalty 2455.669155 = -174373.771338
  nChanged 7
		SP:Iteration 19Q (5718.650000 sec): 3 clusters
  Score: Raw -176833.930059 + Penalty 2455.669155 = -174378.260904
  nChanged 8
		SP:Iteration 20F (5718.660000 sec): 3 clusters
  Score: Raw -176838.923985 + Penalty 2455.669155 = -174383.254830
  nChanged 9
		SP:Iteration 21Q (5718.670000 sec): 3 clusters
  Score: Raw -176844.495785 + Penalty 2455.669155 = -174388.826629
  nChanged 7
		SP:Iteration 22Q (5718.670000 sec): 3 clusters
  Score: Raw -176849.491399 + Penalty 2455.669155 = -174393.822244
  nChanged 13
		SP:Iteration 23Q (5718.670000 sec): 3 clusters
  Score: Raw -176858.349878 + Penalty 2455.669155 = -174402.680723
  nChanged 10
		SP:Iteration 24Q (5718.680000 sec): 3 clusters
  Score: Raw -176864.978613 + Penalty 2455.669155 = -174409.309458
  nChanged 7
		SP:Iteration 25Q (5718.680000 sec): 3 clusters
  Score: Raw -176870.285589 + Penalty 2455.669155 = -174414.616433
  nChanged 5
		SP:Iteration 26Q (5718.690000 sec): 3 clusters
  Score: Raw -176875.415187 + Penalty 2455.669155 = -174419.746032
  nChanged 1
		SP:Iteration 27Q (5718.690000 sec): 3 clusters
  Score: Raw -176875.667144 + Penalty 2455.669155 = -174419.997989
  nChanged 1
		SP:Iteration 28Q (5718.700000 sec): 3 clusters
  Score: Raw -176876.068390 + Penalty 2455.669155 = -174420.399234
  nChanged 0
		SP:Iteration 29F (5718.700000 sec): 3 clusters
  Score: Raw -176876.068390 + Penalty 2455.669155 = -174420.399234
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (8443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5718.730000 sec): 2 clusters
  Score: Raw -754389.165890 + Penalty 1469.177608 = -752919.988281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5718.750000 sec): 3 clusters
  Score: Raw -749700.257786 + Penalty 2938.355217 = -746761.902570
  nChanged 3604
		SP:Iteration 1F (5718.770000 sec): 3 clusters
  Score: Raw -751937.321731 + Penalty 2938.355217 = -748998.966514
  nChanged 663
		SP:Iteration 2F (5718.790000 sec): 3 clusters
  Score: Raw -752396.556754 + Penalty 2938.355217 = -749458.201537
  nChanged 622
		SP:Iteration 3F (5718.810000 sec): 3 clusters
  Score: Raw -752823.264787 + Penalty 2938.355217 = -749884.909570
  nChanged 536
		SP:Iteration 4F (5718.830000 sec): 3 clusters
  Score: Raw -753185.205454 + Penalty 2938.355217 = -750246.850237
  nChanged 485
		SP:Iteration 5F (5718.860000 sec): 3 clusters
  Score: Raw -753507.159330 + Penalty 2938.355217 = -750568.804113
  nChanged 433
		SP:Iteration 6F (5718.880000 sec): 3 clusters
  Score: Raw -753839.359791 + Penalty 2938.355217 = -750901.004574
  nChanged 415
		SP:Iteration 7Q (5718.900000 sec): 3 clusters
  Score: Raw -754136.569687 + Penalty 2938.355217 = -751198.214470
  nChanged 353
		SP:Iteration 8Q (5718.920000 sec): 3 clusters
  Score: Raw -754367.097735 + Penalty 2938.355217 = -751428.742518
  nChanged 274
		SP:Iteration 9Q (5718.940000 sec): 3 clusters
  Score: Raw -754525.520186 + Penalty 2938.355217 = -751587.164969
  nChanged 202
		SP:Iteration 10Q (5718.960000 sec): 3 clusters
  Score: Raw -754636.409262 + Penalty 2938.355217 = -751698.054045
  nChanged 172
		SP:Iteration 11Q (5718.980000 sec): 3 clusters
  Score: Raw -754726.320898 + Penalty 2938.355217 = -751787.965681
  nChanged 135
		SP:Iteration 12Q (5719.000000 sec): 3 clusters
  Score: Raw -754789.125218 + Penalty 2938.355217 = -751850.770002
  nChanged 133
		SP:Iteration 13Q (5719.020000 sec): 3 clusters
  Score: Raw -754861.754130 + Penalty 2938.355217 = -751923.398914
  nChanged 131
		SP:Iteration 14Q (5719.040000 sec): 3 clusters
  Score: Raw -754927.856999 + Penalty 2938.355217 = -751989.501782
  nChanged 109
		SP:Iteration 15Q (5719.060000 sec): 3 clusters
  Score: Raw -754981.451353 + Penalty 2938.355217 = -752043.096136
  nChanged 98
		SP:Iteration 16Q (5719.080000 sec): 3 clusters
  Score: Raw -755020.521691 + Penalty 2938.355217 = -752082.166475
  nChanged 71
		SP:Iteration 17Q (5719.100000 sec): 3 clusters
  Score: Raw -755047.164797 + Penalty 2938.355217 = -752108.809580
  nChanged 62
		SP:Iteration 18Q (5719.120000 sec): 3 clusters
  Score: Raw -755065.601095 + Penalty 2938.355217 = -752127.245878
  nChanged 35
		SP:Iteration 19Q (5719.130000 sec): 3 clusters
  Score: Raw -755073.595364 + Penalty 2938.355217 = -752135.240148
  nChanged 22
		SP:Iteration 20F (5719.160000 sec): 3 clusters
  Score: Raw -755078.291779 + Penalty 2938.355217 = -752139.936563
  nChanged 22
		SP:Iteration 21Q (5719.170000 sec): 3 clusters
  Score: Raw -755085.024161 + Penalty 2938.355217 = -752146.668945
  nChanged 30
		SP:Iteration 22Q (5719.190000 sec): 3 clusters
  Score: Raw -755092.893993 + Penalty 2938.355217 = -752154.538776
  nChanged 29
		SP:Iteration 23Q (5719.210000 sec): 3 clusters
  Score: Raw -755099.836424 + Penalty 2938.355217 = -752161.481207
  nChanged 26
		SP:Iteration 24Q (5719.230000 sec): 3 clusters
  Score: Raw -755105.783036 + Penalty 2938.355217 = -752167.427819
  nChanged 18
		SP:Iteration 25Q (5719.250000 sec): 3 clusters
  Score: Raw -755109.569073 + Penalty 2938.355217 = -752171.213856
  nChanged 12
		SP:Iteration 26Q (5719.270000 sec): 3 clusters
  Score: Raw -755111.430442 + Penalty 2938.355217 = -752173.075225
  nChanged 13
		SP:Iteration 27Q (5719.290000 sec): 3 clusters
  Score: Raw -755112.940154 + Penalty 2938.355217 = -752174.584937
  nChanged 7
		SP:Iteration 28Q (5719.310000 sec): 3 clusters
  Score: Raw -755113.855696 + Penalty 2938.355217 = -752175.500479
  nChanged 8
		SP:Iteration 29Q (5719.320000 sec): 3 clusters
  Score: Raw -755115.085268 + Penalty 2938.355217 = -752176.730052
  nChanged 8
		SP:Iteration 30Q (5719.340000 sec): 3 clusters
  Score: Raw -755116.379141 + Penalty 2938.355217 = -752178.023924
  nChanged 9
		SP:Iteration 31Q (5719.360000 sec): 3 clusters
  Score: Raw -755117.956492 + Penalty 2938.355217 = -752179.601275
  nChanged 6
		SP:Iteration 32Q (5719.380000 sec): 3 clusters
  Score: Raw -755118.905784 + Penalty 2938.355217 = -752180.550568
  nChanged 5
		SP:Iteration 33Q (5719.400000 sec): 3 clusters
  Score: Raw -755120.017948 + Penalty 2938.355217 = -752181.662731
  nChanged 8
		SP:Iteration 34Q (5719.410000 sec): 3 clusters
  Score: Raw -755120.945997 + Penalty 2938.355217 = -752182.590780
  nChanged 5
		SP:Iteration 35Q (5719.430000 sec): 3 clusters
  Score: Raw -755121.774001 + Penalty 2938.355217 = -752183.418784
  nChanged 4
		SP:Iteration 36Q (5719.450000 sec): 3 clusters
  Score: Raw -755122.744854 + Penalty 2938.355217 = -752184.389638
  nChanged 4
		SP:Iteration 37Q (5719.470000 sec): 3 clusters
  Score: Raw -755123.546798 + Penalty 2938.355217 = -752185.191581
  nChanged 4
		SP:Iteration 38Q (5719.490000 sec): 3 clusters
  Score: Raw -755123.964959 + Penalty 2938.355217 = -752185.609742
  nChanged 2
		SP:Iteration 39Q (5719.510000 sec): 3 clusters
  Score: Raw -755124.103896 + Penalty 2938.355217 = -752185.748679
  nChanged 3
		SP:Iteration 40F (5719.530000 sec): 3 clusters
  Score: Raw -755124.482641 + Penalty 2938.355217 = -752186.127424
  nChanged 2
		SP:Iteration 41Q (5719.550000 sec): 3 clusters
  Score: Raw -755124.653623 + Penalty 2938.355217 = -752186.298406
  nChanged 0
		SP:Iteration 42F (5719.570000 sec): 3 clusters
  Score: Raw -755124.653623 + Penalty 2938.355217 = -752186.298406
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5719.580000 sec): 2 clusters
  Score: Raw -365286.772450 + Penalty 1339.062581 = -363947.709869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5719.590000 sec): 3 clusters
  Score: Raw -363414.810165 + Penalty 2678.125163 = -360736.685002
  nChanged 1505
		SP:Iteration 1F (5719.600000 sec): 3 clusters
  Score: Raw -364317.225453 + Penalty 2678.125163 = -361639.100291
  nChanged 315
		SP:Iteration 2F (5719.610000 sec): 3 clusters
  Score: Raw -364531.740129 + Penalty 2678.125163 = -361853.614966
  nChanged 235
		SP:Iteration 3F (5719.620000 sec): 3 clusters
  Score: Raw -364677.591707 + Penalty 2678.125163 = -361999.466545
  nChanged 184
		SP:Iteration 4Q (5719.630000 sec): 3 clusters
  Score: Raw -364794.064335 + Penalty 2678.125163 = -362115.939173
  nChanged 158
		SP:Iteration 5Q (5719.630000 sec): 3 clusters
  Score: Raw -364911.508665 + Penalty 2678.125163 = -362233.383502
  nChanged 155
		SP:Iteration 6Q (5719.650000 sec): 3 clusters
  Score: Raw -365014.821246 + Penalty 2678.125163 = -362336.696084
  nChanged 128
		SP:Iteration 7Q (5719.650000 sec): 3 clusters
  Score: Raw -365088.110015 + Penalty 2678.125163 = -362409.984853
  nChanged 111
		SP:Iteration 8Q (5719.660000 sec): 3 clusters
  Score: Raw -365150.046810 + Penalty 2678.125163 = -362471.921647
  nChanged 96
		SP:Iteration 9Q (5719.670000 sec): 3 clusters
  Score: Raw -365206.809599 + Penalty 2678.125163 = -362528.684437
  nChanged 79
		SP:Iteration 10Q (5719.680000 sec): 3 clusters
  Score: Raw -365251.782067 + Penalty 2678.125163 = -362573.656905
  nChanged 87
		SP:Iteration 11Q (5719.690000 sec): 3 clusters
  Score: Raw -365308.677858 + Penalty 2678.125163 = -362630.552695
  nChanged 81
		SP:Iteration 12Q (5719.700000 sec): 3 clusters
  Score: Raw -365362.867415 + Penalty 2678.125163 = -362684.742253
  nChanged 74
		SP:Iteration 13Q (5719.710000 sec): 3 clusters
  Score: Raw -365409.832666 + Penalty 2678.125163 = -362731.707503
  nChanged 60
		SP:Iteration 14Q (5719.720000 sec): 3 clusters
  Score: Raw -365443.918485 + Penalty 2678.125163 = -362765.793323
  nChanged 54
		SP:Iteration 15Q (5719.730000 sec): 3 clusters
  Score: Raw -365477.049332 + Penalty 2678.125163 = -362798.924170
  nChanged 45
		SP:Iteration 16Q (5719.740000 sec): 3 clusters
  Score: Raw -365506.979962 + Penalty 2678.125163 = -362828.854799
  nChanged 44
		SP:Iteration 17Q (5719.750000 sec): 3 clusters
  Score: Raw -365533.749839 + Penalty 2678.125163 = -362855.624676
  nChanged 23
		SP:Iteration 18Q (5719.750000 sec): 3 clusters
  Score: Raw -365548.310102 + Penalty 2678.125163 = -362870.184939
  nChanged 25
		SP:Iteration 19Q (5719.760000 sec): 3 clusters
  Score: Raw -365564.648927 + Penalty 2678.125163 = -362886.523765
  nChanged 20
		SP:Iteration 20F (5719.770000 sec): 3 clusters
  Score: Raw -365576.674230 + Penalty 2678.125163 = -362898.549067
  nChanged 12
		SP:Iteration 21Q (5719.780000 sec): 3 clusters
  Score: Raw -365584.257803 + Penalty 2678.125163 = -362906.132641
  nChanged 9
		SP:Iteration 22Q (5719.790000 sec): 3 clusters
  Score: Raw -365586.939866 + Penalty 2678.125163 = -362908.814704
  nChanged 5
		SP:Iteration 23Q (5719.800000 sec): 3 clusters
  Score: Raw -365590.098641 + Penalty 2678.125163 = -362911.973478
  nChanged 3
		SP:Iteration 24Q (5719.810000 sec): 3 clusters
  Score: Raw -365591.373373 + Penalty 2678.125163 = -362913.248211
  nChanged 1
		SP:Iteration 25Q (5719.820000 sec): 3 clusters
  Score: Raw -365591.608458 + Penalty 2678.125163 = -362913.483295
  nChanged 0
		SP:Iteration 26F (5719.830000 sec): 3 clusters
  Score: Raw -365591.608458 + Penalty 2678.125163 = -362913.483295
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5719.830000 sec): 2 clusters
  Score: Raw -128047.813739 + Penalty 1157.858502 = -126889.955236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5719.830000 sec): 3 clusters
  Score: Raw -127623.629083 + Penalty 2315.717005 = -125307.912078
  nChanged 388
		SP:Iteration 1F (5719.840000 sec): 3 clusters
  Score: Raw -127904.724456 + Penalty 2315.717005 = -125589.007451
  nChanged 77
		SP:Iteration 2F (5719.840000 sec): 3 clusters
  Score: Raw -127958.795949 + Penalty 2315.717005 = -125643.078944
  nChanged 44
		SP:Iteration 3Q (5719.850000 sec): 3 clusters
  Score: Raw -127995.070255 + Penalty 2315.717005 = -125679.353251
  nChanged 31
		SP:Iteration 4Q (5719.850000 sec): 3 clusters
  Score: Raw -128022.804213 + Penalty 2315.717005 = -125707.087209
  nChanged 18
		SP:Iteration 5Q (5719.850000 sec): 3 clusters
  Score: Raw -128038.097894 + Penalty 2315.717005 = -125722.380889
  nChanged 17
		SP:Iteration 6Q (5719.850000 sec): 3 clusters
  Score: Raw -128052.895270 + Penalty 2315.717005 = -125737.178265
  nChanged 15
		SP:Iteration 7Q (5719.860000 sec): 3 clusters
  Score: Raw -128064.803590 + Penalty 2315.717005 = -125749.086585
  nChanged 16
		SP:Iteration 8Q (5719.860000 sec): 3 clusters
  Score: Raw -128073.399604 + Penalty 2315.717005 = -125757.682600
  nChanged 9
		SP:Iteration 9Q (5719.860000 sec): 3 clusters
  Score: Raw -128078.903210 + Penalty 2315.717005 = -125763.186206
  nChanged 6
		SP:Iteration 10Q (5719.870000 sec): 3 clusters
  Score: Raw -128082.085731 + Penalty 2315.717005 = -125766.368726
  nChanged 3
		SP:Iteration 11Q (5719.870000 sec): 3 clusters
  Score: Raw -128084.129293 + Penalty 2315.717005 = -125768.412289
  nChanged 5
		SP:Iteration 12Q (5719.870000 sec): 3 clusters
  Score: Raw -128089.148978 + Penalty 2315.717005 = -125773.431973
  nChanged 6
		SP:Iteration 13Q (5719.870000 sec): 3 clusters
  Score: Raw -128093.287000 + Penalty 2315.717005 = -125777.569995
  nChanged 7
		SP:Iteration 14Q (5719.880000 sec): 3 clusters
  Score: Raw -128098.072346 + Penalty 2315.717005 = -125782.355342
  nChanged 9
		SP:Iteration 15Q (5719.880000 sec): 3 clusters
  Score: Raw -128106.512160 + Penalty 2315.717005 = -125790.795156
  nChanged 8
		SP:Iteration 16Q (5719.890000 sec): 3 clusters
  Score: Raw -128111.761261 + Penalty 2315.717005 = -125796.044256
  nChanged 4
		SP:Iteration 17Q (5719.890000 sec): 3 clusters
  Score: Raw -128114.191035 + Penalty 2315.717005 = -125798.474030
  nChanged 5
		SP:Iteration 18Q (5719.890000 sec): 3 clusters
  Score: Raw -128117.999277 + Penalty 2315.717005 = -125802.282272
  nChanged 4
		SP:Iteration 19Q (5719.890000 sec): 3 clusters
  Score: Raw -128119.210082 + Penalty 2315.717005 = -125803.493077
  nChanged 2
		SP:Iteration 20F (5719.900000 sec): 3 clusters
  Score: Raw -128120.231294 + Penalty 2315.717005 = -125804.514290
  nChanged 2
		SP:Iteration 21Q (5719.900000 sec): 3 clusters
  Score: Raw -128121.858264 + Penalty 2315.717005 = -125806.141260
  nChanged 2
		SP:Iteration 22Q (5719.900000 sec): 3 clusters
  Score: Raw -128123.365215 + Penalty 2315.717005 = -125807.648211
  nChanged 4
		SP:Iteration 23Q (5719.910000 sec): 3 clusters
  Score: Raw -128124.921915 + Penalty 2315.717005 = -125809.204910
  nChanged 2
		SP:Iteration 24Q (5719.910000 sec): 3 clusters
  Score: Raw -128125.506253 + Penalty 2315.717005 = -125809.789249
  nChanged 4
		SP:Iteration 25Q (5719.910000 sec): 3 clusters
  Score: Raw -128129.100741 + Penalty 2315.717005 = -125813.383736
  nChanged 2
		SP:Iteration 26Q (5719.910000 sec): 3 clusters
  Score: Raw -128129.862307 + Penalty 2315.717005 = -125814.145302
  nChanged 2
		SP:Iteration 27Q (5719.920000 sec): 3 clusters
  Score: Raw -128130.314811 + Penalty 2315.717005 = -125814.597807
  nChanged 0
		SP:Iteration 28F (5719.920000 sec): 3 clusters
  Score: Raw -128130.314811 + Penalty 2315.717005 = -125814.597807
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5719.940000 sec): 2 clusters
  Score: Raw -336836.066732 + Penalty 1330.571680 = -335505.495052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5719.950000 sec): 3 clusters
  Score: Raw -335027.575553 + Penalty 2661.143360 = -332366.432194
  nChanged 1432
		SP:Iteration 1F (5719.960000 sec): 3 clusters
  Score: Raw -335984.873628 + Penalty 2661.143360 = -333323.730268
  nChanged 347
		SP:Iteration 2F (5719.970000 sec): 3 clusters
  Score: Raw -336254.388011 + Penalty 2661.143360 = -333593.244651
  nChanged 238
		SP:Iteration 3F (5719.970000 sec): 3 clusters
  Score: Raw -336475.130171 + Penalty 2661.143360 = -333813.986811
  nChanged 222
		SP:Iteration 4F (5719.990000 sec): 3 clusters
  Score: Raw -336684.403623 + Penalty 2661.143360 = -334023.260263
  nChanged 186
		SP:Iteration 5F (5719.990000 sec): 3 clusters
  Score: Raw -336822.598572 + Penalty 2661.143360 = -334161.455213
  nChanged 147
		SP:Iteration 6Q (5720.000000 sec): 3 clusters
  Score: Raw -336922.264166 + Penalty 2661.143360 = -334261.120807
  nChanged 109
		SP:Iteration 7Q (5720.010000 sec): 3 clusters
  Score: Raw -337005.483217 + Penalty 2661.143360 = -334344.339857
  nChanged 103
		SP:Iteration 8Q (5720.020000 sec): 3 clusters
  Score: Raw -337092.128737 + Penalty 2661.143360 = -334430.985377
  nChanged 81
		SP:Iteration 9Q (5720.030000 sec): 3 clusters
  Score: Raw -337155.146269 + Penalty 2661.143360 = -334494.002909
  nChanged 76
		SP:Iteration 10Q (5720.040000 sec): 3 clusters
  Score: Raw -337216.704850 + Penalty 2661.143360 = -334555.561491
  nChanged 71
		SP:Iteration 11Q (5720.050000 sec): 3 clusters
  Score: Raw -337269.511098 + Penalty 2661.143360 = -334608.367739
  nChanged 58
		SP:Iteration 12Q (5720.060000 sec): 3 clusters
  Score: Raw -337314.696224 + Penalty 2661.143360 = -334653.552864
  nChanged 53
		SP:Iteration 13Q (5720.070000 sec): 3 clusters
  Score: Raw -337355.168559 + Penalty 2661.143360 = -334694.025199
  nChanged 41
		SP:Iteration 14Q (5720.070000 sec): 3 clusters
  Score: Raw -337391.337835 + Penalty 2661.143360 = -334730.194476
  nChanged 42
		SP:Iteration 15Q (5720.080000 sec): 3 clusters
  Score: Raw -337426.368669 + Penalty 2661.143360 = -334765.225309
  nChanged 47
		SP:Iteration 16Q (5720.090000 sec): 3 clusters
  Score: Raw -337466.393768 + Penalty 2661.143360 = -334805.250409
  nChanged 45
		SP:Iteration 17Q (5720.100000 sec): 3 clusters
  Score: Raw -337504.986932 + Penalty 2661.143360 = -334843.843573
  nChanged 43
		SP:Iteration 18Q (5720.110000 sec): 3 clusters
  Score: Raw -337545.190549 + Penalty 2661.143360 = -334884.047190
  nChanged 40
		SP:Iteration 19Q (5720.110000 sec): 3 clusters
  Score: Raw -337582.711184 + Penalty 2661.143360 = -334921.567824
  nChanged 51
		SP:Iteration 20F (5720.130000 sec): 3 clusters
  Score: Raw -337633.496459 + Penalty 2661.143360 = -334972.353100
  nChanged 51
		SP:Iteration 21Q (5720.130000 sec): 3 clusters
  Score: Raw -337675.927887 + Penalty 2661.143360 = -335014.784527
  nChanged 32
		SP:Iteration 22Q (5720.140000 sec): 3 clusters
  Score: Raw -337699.345176 + Penalty 2661.143360 = -335038.201816
  nChanged 26
		SP:Iteration 23Q (5720.150000 sec): 3 clusters
  Score: Raw -337717.026482 + Penalty 2661.143360 = -335055.883123
  nChanged 24
		SP:Iteration 24Q (5720.160000 sec): 3 clusters
  Score: Raw -337733.920590 + Penalty 2661.143360 = -335072.777231
  nChanged 27
		SP:Iteration 25Q (5720.170000 sec): 3 clusters
  Score: Raw -337755.764096 + Penalty 2661.143360 = -335094.620736
  nChanged 27
		SP:Iteration 26Q (5720.170000 sec): 3 clusters
  Score: Raw -337768.444322 + Penalty 2661.143360 = -335107.300962
  nChanged 12
		SP:Iteration 27Q (5720.180000 sec): 3 clusters
  Score: Raw -337772.222268 + Penalty 2661.143360 = -335111.078908
  nChanged 3
		SP:Iteration 28Q (5720.190000 sec): 3 clusters
  Score: Raw -337773.192679 + Penalty 2661.143360 = -335112.049319
  nChanged 4
		SP:Iteration 29Q (5720.190000 sec): 3 clusters
  Score: Raw -337774.285916 + Penalty 2661.143360 = -335113.142556
  nChanged 3
		SP:Iteration 30Q (5720.200000 sec): 3 clusters
  Score: Raw -337775.657521 + Penalty 2661.143360 = -335114.514161
  nChanged 8
		SP:Iteration 31Q (5720.210000 sec): 3 clusters
  Score: Raw -337779.904419 + Penalty 2661.143360 = -335118.761059
  nChanged 13
		SP:Iteration 32Q (5720.220000 sec): 3 clusters
  Score: Raw -337786.387886 + Penalty 2661.143360 = -335125.244527
  nChanged 14
		SP:Iteration 33Q (5720.230000 sec): 3 clusters
  Score: Raw -337792.543695 + Penalty 2661.143360 = -335131.400335
  nChanged 7
		SP:Iteration 34Q (5720.230000 sec): 3 clusters
  Score: Raw -337794.342451 + Penalty 2661.143360 = -335133.199091
  nChanged 4
		SP:Iteration 35Q (5720.240000 sec): 3 clusters
  Score: Raw -337795.206643 + Penalty 2661.143360 = -335134.063284
  nChanged 3
		SP:Iteration 36Q (5720.250000 sec): 3 clusters
  Score: Raw -337795.615897 + Penalty 2661.143360 = -335134.472537
  nChanged 2
		SP:Iteration 37Q (5720.260000 sec): 3 clusters
  Score: Raw -337796.039690 + Penalty 2661.143360 = -335134.896330
  nChanged 0
		SP:Iteration 38F (5720.270000 sec): 3 clusters
  Score: Raw -337796.039690 + Penalty 2661.143360 = -335134.896330
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5720.270000 sec): 2 clusters
  Score: Raw -222605.194703 + Penalty 1248.253559 = -221356.941144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5720.280000 sec): 3 clusters
  Score: Raw -221638.068243 + Penalty 2496.507118 = -219141.561125
  nChanged 781
		SP:Iteration 1F (5720.290000 sec): 3 clusters
  Score: Raw -222118.917093 + Penalty 2496.507118 = -219622.409976
  nChanged 165
		SP:Iteration 2F (5720.290000 sec): 3 clusters
  Score: Raw -222227.845163 + Penalty 2496.507118 = -219731.338045
  nChanged 91
		SP:Iteration 3Q (5720.300000 sec): 3 clusters
  Score: Raw -222281.215663 + Penalty 2496.507118 = -219784.708545
  nChanged 52
		SP:Iteration 4Q (5720.300000 sec): 3 clusters
  Score: Raw -222310.390744 + Penalty 2496.507118 = -219813.883627
  nChanged 44
		SP:Iteration 5Q (5720.310000 sec): 3 clusters
  Score: Raw -222335.946055 + Penalty 2496.507118 = -219839.438937
  nChanged 36
		SP:Iteration 6Q (5720.310000 sec): 3 clusters
  Score: Raw -222360.901400 + Penalty 2496.507118 = -219864.394282
  nChanged 39
		SP:Iteration 7Q (5720.320000 sec): 3 clusters
  Score: Raw -222383.937487 + Penalty 2496.507118 = -219887.430369
  nChanged 42
		SP:Iteration 8Q (5720.330000 sec): 3 clusters
  Score: Raw -222406.063102 + Penalty 2496.507118 = -219909.555985
  nChanged 28
		SP:Iteration 9Q (5720.330000 sec): 3 clusters
  Score: Raw -222419.269316 + Penalty 2496.507118 = -219922.762199
  nChanged 19
		SP:Iteration 10Q (5720.330000 sec): 3 clusters
  Score: Raw -222427.639641 + Penalty 2496.507118 = -219931.132523
  nChanged 15
		SP:Iteration 11Q (5720.340000 sec): 3 clusters
  Score: Raw -222432.541103 + Penalty 2496.507118 = -219936.033985
  nChanged 10
		SP:Iteration 12Q (5720.350000 sec): 3 clusters
  Score: Raw -222438.395315 + Penalty 2496.507118 = -219941.888197
  nChanged 16
		SP:Iteration 13Q (5720.350000 sec): 3 clusters
  Score: Raw -222447.380985 + Penalty 2496.507118 = -219950.873867
  nChanged 17
		SP:Iteration 14Q (5720.360000 sec): 3 clusters
  Score: Raw -222454.214250 + Penalty 2496.507118 = -219957.707132
  nChanged 6
		SP:Iteration 15Q (5720.360000 sec): 3 clusters
  Score: Raw -222455.994053 + Penalty 2496.507118 = -219959.486935
  nChanged 5
		SP:Iteration 16Q (5720.370000 sec): 3 clusters
  Score: Raw -222458.074285 + Penalty 2496.507118 = -219961.567167
  nChanged 2
		SP:Iteration 17Q (5720.370000 sec): 3 clusters
  Score: Raw -222459.608621 + Penalty 2496.507118 = -219963.101503
  nChanged 5
		SP:Iteration 18Q (5720.380000 sec): 3 clusters
  Score: Raw -222462.070433 + Penalty 2496.507118 = -219965.563315
  nChanged 9
		SP:Iteration 19Q (5720.380000 sec): 3 clusters
  Score: Raw -222465.899182 + Penalty 2496.507118 = -219969.392065
  nChanged 12
		SP:Iteration 20F (5720.390000 sec): 3 clusters
  Score: Raw -222469.998256 + Penalty 2496.507118 = -219973.491139
  nChanged 7
		SP:Iteration 21Q (5720.390000 sec): 3 clusters
  Score: Raw -222473.088534 + Penalty 2496.507118 = -219976.581416
  nChanged 6
		SP:Iteration 22Q (5720.400000 sec): 3 clusters
  Score: Raw -222475.036440 + Penalty 2496.507118 = -219978.529322
  nChanged 1
		SP:Iteration 23Q (5720.410000 sec): 3 clusters
  Score: Raw -222475.332809 + Penalty 2496.507118 = -219978.825691
  nChanged 2
		SP:Iteration 24Q (5720.410000 sec): 3 clusters
  Score: Raw -222476.405722 + Penalty 2496.507118 = -219979.898604
  nChanged 2
		SP:Iteration 25Q (5720.420000 sec): 3 clusters
  Score: Raw -222476.939650 + Penalty 2496.507118 = -219980.432532
  nChanged 1
		SP:Iteration 26Q (5720.420000 sec): 3 clusters
  Score: Raw -222477.038654 + Penalty 2496.507118 = -219980.531537
  nChanged 0
		SP:Iteration 27F (5720.430000 sec): 3 clusters
  Score: Raw -222477.038654 + Penalty 2496.507118 = -219980.531537
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5720.430000 sec): 2 clusters
  Score: Raw -203609.952603 + Penalty 1243.615817 = -202366.336786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5720.440000 sec): 3 clusters
  Score: Raw -202713.639895 + Penalty 2487.231634 = -200226.408260
  nChanged 732
		SP:Iteration 1F (5720.450000 sec): 3 clusters
  Score: Raw -203207.833950 + Penalty 2487.231634 = -200720.602316
  nChanged 212
		SP:Iteration 2F (5720.450000 sec): 3 clusters
  Score: Raw -203423.576094 + Penalty 2487.231634 = -200936.344460
  nChanged 144
		SP:Iteration 3F (5720.450000 sec): 3 clusters
  Score: Raw -203562.755702 + Penalty 2487.231634 = -201075.524068
  nChanged 106
		SP:Iteration 4F (5720.460000 sec): 3 clusters
  Score: Raw -203641.533693 + Penalty 2487.231634 = -201154.302059
  nChanged 82
		SP:Iteration 5Q (5720.470000 sec): 3 clusters
  Score: Raw -203705.499328 + Penalty 2487.231634 = -201218.267694
  nChanged 76
		SP:Iteration 6Q (5720.470000 sec): 3 clusters
  Score: Raw -203772.201317 + Penalty 2487.231634 = -201284.969682
  nChanged 51
		SP:Iteration 7Q (5720.470000 sec): 3 clusters
  Score: Raw -203807.252817 + Penalty 2487.231634 = -201320.021183
  nChanged 31
		SP:Iteration 8Q (5720.480000 sec): 3 clusters
  Score: Raw -203833.953496 + Penalty 2487.231634 = -201346.721862
  nChanged 32
		SP:Iteration 9Q (5720.490000 sec): 3 clusters
  Score: Raw -203857.354867 + Penalty 2487.231634 = -201370.123232
  nChanged 33
		SP:Iteration 10Q (5720.490000 sec): 3 clusters
  Score: Raw -203885.406606 + Penalty 2487.231634 = -201398.174971
  nChanged 33
		SP:Iteration 11Q (5720.490000 sec): 3 clusters
  Score: Raw -203906.721057 + Penalty 2487.231634 = -201419.489422
  nChanged 26
		SP:Iteration 12Q (5720.500000 sec): 3 clusters
  Score: Raw -203922.143015 + Penalty 2487.231634 = -201434.911381
  nChanged 27
		SP:Iteration 13Q (5720.510000 sec): 3 clusters
  Score: Raw -203941.036140 + Penalty 2487.231634 = -201453.804506
  nChanged 22
		SP:Iteration 14Q (5720.510000 sec): 3 clusters
  Score: Raw -203956.330463 + Penalty 2487.231634 = -201469.098828
  nChanged 22
		SP:Iteration 15Q (5720.510000 sec): 3 clusters
  Score: Raw -203971.393960 + Penalty 2487.231634 = -201484.162326
  nChanged 14
		SP:Iteration 16Q (5720.520000 sec): 3 clusters
  Score: Raw -203980.054489 + Penalty 2487.231634 = -201492.822855
  nChanged 11
		SP:Iteration 17Q (5720.530000 sec): 3 clusters
  Score: Raw -203987.011104 + Penalty 2487.231634 = -201499.779470
  nChanged 12
		SP:Iteration 18Q (5720.530000 sec): 3 clusters
  Score: Raw -203995.161340 + Penalty 2487.231634 = -201507.929705
  nChanged 10
		SP:Iteration 19Q (5720.530000 sec): 3 clusters
  Score: Raw -204002.241595 + Penalty 2487.231634 = -201515.009960
  nChanged 12
		SP:Iteration 20F (5720.540000 sec): 3 clusters
  Score: Raw -204010.094472 + Penalty 2487.231634 = -201522.862837
  nChanged 11
		SP:Iteration 21Q (5720.550000 sec): 3 clusters
  Score: Raw -204018.183107 + Penalty 2487.231634 = -201530.951473
  nChanged 9
		SP:Iteration 22Q (5720.550000 sec): 3 clusters
  Score: Raw -204022.830823 + Penalty 2487.231634 = -201535.599189
  nChanged 6
		SP:Iteration 23Q (5720.550000 sec): 3 clusters
  Score: Raw -204024.936775 + Penalty 2487.231634 = -201537.705141
  nChanged 3
		SP:Iteration 24Q (5720.560000 sec): 3 clusters
  Score: Raw -204026.711284 + Penalty 2487.231634 = -201539.479649
  nChanged 3
		SP:Iteration 25Q (5720.570000 sec): 3 clusters
  Score: Raw -204028.794278 + Penalty 2487.231634 = -201541.562644
  nChanged 2
		SP:Iteration 26Q (5720.570000 sec): 3 clusters
  Score: Raw -204029.613976 + Penalty 2487.231634 = -201542.382341
  nChanged 1
		SP:Iteration 27Q (5720.570000 sec): 3 clusters
  Score: Raw -204029.996733 + Penalty 2487.231634 = -201542.765098
  nChanged 0
		SP:Iteration 28F (5720.580000 sec): 3 clusters
  Score: Raw -204029.996733 + Penalty 2487.231634 = -201542.765098
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (2044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5720.590000 sec): 2 clusters
  Score: Raw -192673.274803 + Penalty 1238.682892 = -191434.591911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5720.590000 sec): 3 clusters
  Score: Raw -191805.136193 + Penalty 2477.365784 = -189327.770409
  nChanged 713
		SP:Iteration 1F (5720.600000 sec): 3 clusters
  Score: Raw -192271.646412 + Penalty 2477.365784 = -189794.280628
  nChanged 150
		SP:Iteration 2F (5720.600000 sec): 3 clusters
  Score: Raw -192403.985610 + Penalty 2477.365784 = -189926.619826
  nChanged 108
		SP:Iteration 3F (5720.610000 sec): 3 clusters
  Score: Raw -192502.770624 + Penalty 2477.365784 = -190025.404839
  nChanged 89
		SP:Iteration 4Q (5720.610000 sec): 3 clusters
  Score: Raw -192581.514431 + Penalty 2477.365784 = -190104.148647
  nChanged 77
		SP:Iteration 5Q (5720.620000 sec): 3 clusters
  Score: Raw -192649.513791 + Penalty 2477.365784 = -190172.148007
  nChanged 72
		SP:Iteration 6Q (5720.620000 sec): 3 clusters
  Score: Raw -192718.151696 + Penalty 2477.365784 = -190240.785912
  nChanged 64
		SP:Iteration 7Q (5720.630000 sec): 3 clusters
  Score: Raw -192789.722358 + Penalty 2477.365784 = -190312.356574
  nChanged 79
		SP:Iteration 8Q (5720.630000 sec): 3 clusters
  Score: Raw -192883.785363 + Penalty 2477.365784 = -190406.419578
  nChanged 71
		SP:Iteration 9Q (5720.640000 sec): 3 clusters
  Score: Raw -192975.788377 + Penalty 2477.365784 = -190498.422593
  nChanged 82
		SP:Iteration 10Q (5720.640000 sec): 3 clusters
  Score: Raw -193087.589378 + Penalty 2477.365784 = -190610.223594
  nChanged 79
		SP:Iteration 11Q (5720.650000 sec): 3 clusters
  Score: Raw -193211.896192 + Penalty 2477.365784 = -190734.530408
  nChanged 73
		SP:Iteration 12Q (5720.650000 sec): 3 clusters
  Score: Raw -193362.512582 + Penalty 2477.365784 = -190885.146798
  nChanged 61
		SP:Iteration 13Q (5720.650000 sec): 3 clusters
  Score: Raw -193455.391732 + Penalty 2477.365784 = -190978.025948
  nChanged 31
		SP:Iteration 14Q (5720.660000 sec): 3 clusters
  Score: Raw -193494.065908 + Penalty 2477.365784 = -191016.700124
  nChanged 33
		SP:Iteration 15Q (5720.660000 sec): 3 clusters
  Score: Raw -193522.311707 + Penalty 2477.365784 = -191044.945923
  nChanged 23
		SP:Iteration 16Q (5720.670000 sec): 3 clusters
  Score: Raw -193540.636219 + Penalty 2477.365784 = -191063.270435
  nChanged 19
		SP:Iteration 17Q (5720.670000 sec): 3 clusters
  Score: Raw -193555.514032 + Penalty 2477.365784 = -191078.148248
  nChanged 13
		SP:Iteration 18Q (5720.670000 sec): 3 clusters
  Score: Raw -193571.034032 + Penalty 2477.365784 = -191093.668248
  nChanged 15
		SP:Iteration 19Q (5720.680000 sec): 3 clusters
  Score: Raw -193587.317522 + Penalty 2477.365784 = -191109.951738
  nChanged 10
		SP:Iteration 20F (5720.690000 sec): 3 clusters
  Score: Raw -193596.099903 + Penalty 2477.365784 = -191118.734119
  nChanged 12
		SP:Iteration 21Q (5720.690000 sec): 3 clusters
  Score: Raw -193604.874702 + Penalty 2477.365784 = -191127.508918
  nChanged 5
		SP:Iteration 22Q (5720.690000 sec): 3 clusters
  Score: Raw -193608.262693 + Penalty 2477.365784 = -191130.896909
  nChanged 7
		SP:Iteration 23Q (5720.700000 sec): 3 clusters
  Score: Raw -193615.007898 + Penalty 2477.365784 = -191137.642114
  nChanged 6
		SP:Iteration 24Q (5720.700000 sec): 3 clusters
  Score: Raw -193619.439467 + Penalty 2477.365784 = -191142.073683
  nChanged 6
		SP:Iteration 25Q (5720.710000 sec): 3 clusters
  Score: Raw -193623.777733 + Penalty 2477.365784 = -191146.411949
  nChanged 5
		SP:Iteration 26Q (5720.710000 sec): 3 clusters
  Score: Raw -193626.281192 + Penalty 2477.365784 = -191148.915408
  nChanged 1
		SP:Iteration 27Q (5720.710000 sec): 3 clusters
  Score: Raw -193626.623344 + Penalty 2477.365784 = -191149.257560
  nChanged 1
		SP:Iteration 28Q (5720.720000 sec): 3 clusters
  Score: Raw -193626.904048 + Penalty 2477.365784 = -191149.538263
  nChanged 1
		SP:Iteration 29Q (5720.720000 sec): 3 clusters
  Score: Raw -193627.045069 + Penalty 2477.365784 = -191149.679285
  nChanged 0
		SP:Iteration 30F (5720.730000 sec): 3 clusters
  Score: Raw -193627.045069 + Penalty 2477.365784 = -191149.679285
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5720.730000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5720.730000 sec): 3 clusters
  Score: Raw -11310.139260 + Penalty 1615.189322 = -9694.949937
  nChanged 18
		SP:Iteration 1F (5720.730000 sec): 3 clusters
  Score: Raw -11420.497137 + Penalty 1615.189322 = -9805.307815
  nChanged 5
		SP:Iteration 2Q (5720.730000 sec): 3 clusters
  Score: Raw -11452.933198 + Penalty 1615.189322 = -9837.743875
  nChanged 3
		SP:Iteration 3Q (5720.730000 sec): 3 clusters
  Score: Raw -11490.728339 + Penalty 1615.189322 = -9875.539016
  nChanged 3
		SP:Iteration 4Q (5720.730000 sec): 3 clusters
  Score: Raw -11520.599926 + Penalty 1615.189322 = -9905.410603
  nChanged 2
		SP:Iteration 5Q (5720.730000 sec): 3 clusters
  Score: Raw -11537.739943 + Penalty 1615.189322 = -9922.550620
  nChanged 2
		SP:Iteration 6Q (5720.730000 sec): 3 clusters
  Score: Raw -11547.344767 + Penalty 1615.189322 = -9932.155445
  nChanged 0
		SP:Iteration 7F (5720.730000 sec): 3 clusters
  Score: Raw -11547.344767 + Penalty 1615.189322 = -9932.155445
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5720.750000 sec): 2 clusters
  Score: Raw -349404.383519 + Penalty 1322.706495 = -348081.677024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5720.760000 sec): 3 clusters
  Score: Raw -347736.478810 + Penalty 2645.412991 = -345091.065820
  nChanged 1329
		SP:Iteration 1F (5720.770000 sec): 3 clusters
  Score: Raw -348583.960711 + Penalty 2645.412991 = -345938.547720
  nChanged 284
		SP:Iteration 2F (5720.770000 sec): 3 clusters
  Score: Raw -348831.555676 + Penalty 2645.412991 = -346186.142685
  nChanged 244
		SP:Iteration 3F (5720.780000 sec): 3 clusters
  Score: Raw -349050.333273 + Penalty 2645.412991 = -346404.920282
  nChanged 198
		SP:Iteration 4F (5720.790000 sec): 3 clusters
  Score: Raw -349227.118180 + Penalty 2645.412991 = -346581.705189
  nChanged 161
		SP:Iteration 5Q (5720.800000 sec): 3 clusters
  Score: Raw -349362.357166 + Penalty 2645.412991 = -346716.944175
  nChanged 124
		SP:Iteration 6Q (5720.810000 sec): 3 clusters
  Score: Raw -349480.846947 + Penalty 2645.412991 = -346835.433956
  nChanged 111
		SP:Iteration 7Q (5720.810000 sec): 3 clusters
  Score: Raw -349596.019957 + Penalty 2645.412991 = -346950.606966
  nChanged 102
		SP:Iteration 8Q (5720.820000 sec): 3 clusters
  Score: Raw -349716.090002 + Penalty 2645.412991 = -347070.677011
  nChanged 98
		SP:Iteration 9Q (5720.830000 sec): 3 clusters
  Score: Raw -349795.613160 + Penalty 2645.412991 = -347150.200170
  nChanged 68
		SP:Iteration 10Q (5720.840000 sec): 3 clusters
  Score: Raw -349858.665483 + Penalty 2645.412991 = -347213.252492
  nChanged 63
		SP:Iteration 11Q (5720.850000 sec): 3 clusters
  Score: Raw -349903.682306 + Penalty 2645.412991 = -347258.269315
  nChanged 60
		SP:Iteration 12Q (5720.860000 sec): 3 clusters
  Score: Raw -349946.784209 + Penalty 2645.412991 = -347301.371219
  nChanged 56
		SP:Iteration 13Q (5720.870000 sec): 3 clusters
  Score: Raw -349983.102878 + Penalty 2645.412991 = -347337.689887
  nChanged 49
		SP:Iteration 14Q (5720.870000 sec): 3 clusters
  Score: Raw -350023.845522 + Penalty 2645.412991 = -347378.432531
  nChanged 57
		SP:Iteration 15Q (5720.880000 sec): 3 clusters
  Score: Raw -350063.299977 + Penalty 2645.412991 = -347417.886986
  nChanged 30
		SP:Iteration 16Q (5720.890000 sec): 3 clusters
  Score: Raw -350077.848392 + Penalty 2645.412991 = -347432.435401
  nChanged 14
		SP:Iteration 17Q (5720.900000 sec): 3 clusters
  Score: Raw -350082.683545 + Penalty 2645.412991 = -347437.270554
  nChanged 10
		SP:Iteration 18Q (5720.910000 sec): 3 clusters
  Score: Raw -350085.721876 + Penalty 2645.412991 = -347440.308885
  nChanged 5
		SP:Iteration 19Q (5720.910000 sec): 3 clusters
  Score: Raw -350087.070823 + Penalty 2645.412991 = -347441.657832
  nChanged 3
		SP:Iteration 20F (5720.920000 sec): 3 clusters
  Score: Raw -350087.805465 + Penalty 2645.412991 = -347442.392474
  nChanged 2
		SP:Iteration 21Q (5720.930000 sec): 3 clusters
  Score: Raw -350088.385624 + Penalty 2645.412991 = -347442.972633
  nChanged 1
		SP:Iteration 22Q (5720.940000 sec): 3 clusters
  Score: Raw -350088.551131 + Penalty 2645.412991 = -347443.138140
  nChanged 1
		SP:Iteration 23Q (5720.950000 sec): 3 clusters
  Score: Raw -350088.687954 + Penalty 2645.412991 = -347443.274963
  nChanged 0
		SP:Iteration 24F (5720.950000 sec): 3 clusters
  Score: Raw -350088.687954 + Penalty 2645.412991 = -347443.274963
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5720.970000 sec): 2 clusters
  Score: Raw -470971.229057 + Penalty 1375.126111 = -469596.102946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5720.980000 sec): 3 clusters
  Score: Raw -468526.886102 + Penalty 2750.252222 = -465776.633880
  nChanged 1947
		SP:Iteration 1F (5720.990000 sec): 3 clusters
  Score: Raw -469610.340604 + Penalty 2750.252222 = -466860.088382
  nChanged 374
		SP:Iteration 2F (5721.010000 sec): 3 clusters
  Score: Raw -469868.783275 + Penalty 2750.252222 = -467118.531053
  nChanged 338
		SP:Iteration 3F (5721.020000 sec): 3 clusters
  Score: Raw -470119.483652 + Penalty 2750.252222 = -467369.231430
  nChanged 303
		SP:Iteration 4F (5721.030000 sec): 3 clusters
  Score: Raw -470366.807901 + Penalty 2750.252222 = -467616.555679
  nChanged 299
		SP:Iteration 5F (5721.040000 sec): 3 clusters
  Score: Raw -470619.583700 + Penalty 2750.252222 = -467869.331478
  nChanged 280
		SP:Iteration 6F (5721.050000 sec): 3 clusters
  Score: Raw -470867.623717 + Penalty 2750.252222 = -468117.371495
  nChanged 231
		SP:Iteration 7Q (5721.060000 sec): 3 clusters
  Score: Raw -471038.971425 + Penalty 2750.252222 = -468288.719203
  nChanged 156
		SP:Iteration 8Q (5721.070000 sec): 3 clusters
  Score: Raw -471148.484312 + Penalty 2750.252222 = -468398.232089
  nChanged 123
		SP:Iteration 9Q (5721.090000 sec): 3 clusters
  Score: Raw -471217.159198 + Penalty 2750.252222 = -468466.906976
  nChanged 69
		SP:Iteration 10Q (5721.100000 sec): 3 clusters
  Score: Raw -471255.880775 + Penalty 2750.252222 = -468505.628553
  nChanged 49
		SP:Iteration 11Q (5721.110000 sec): 3 clusters
  Score: Raw -471281.890367 + Penalty 2750.252222 = -468531.638145
  nChanged 37
		SP:Iteration 12Q (5721.120000 sec): 3 clusters
  Score: Raw -471297.438109 + Penalty 2750.252222 = -468547.185887
  nChanged 17
		SP:Iteration 13Q (5721.130000 sec): 3 clusters
  Score: Raw -471303.847850 + Penalty 2750.252222 = -468553.595628
  nChanged 17
		SP:Iteration 14Q (5721.150000 sec): 3 clusters
  Score: Raw -471310.729706 + Penalty 2750.252222 = -468560.477484
  nChanged 14
		SP:Iteration 15Q (5721.160000 sec): 3 clusters
  Score: Raw -471317.658224 + Penalty 2750.252222 = -468567.406001
  nChanged 8
		SP:Iteration 16Q (5721.170000 sec): 3 clusters
  Score: Raw -471320.499248 + Penalty 2750.252222 = -468570.247025
  nChanged 9
		SP:Iteration 17Q (5721.180000 sec): 3 clusters
  Score: Raw -471324.461241 + Penalty 2750.252222 = -468574.209019
  nChanged 11
		SP:Iteration 18Q (5721.190000 sec): 3 clusters
  Score: Raw -471329.822140 + Penalty 2750.252222 = -468579.569917
  nChanged 11
		SP:Iteration 19Q (5721.200000 sec): 3 clusters
  Score: Raw -471335.374055 + Penalty 2750.252222 = -468585.121833
  nChanged 9
		SP:Iteration 20F (5721.210000 sec): 3 clusters
  Score: Raw -471340.374616 + Penalty 2750.252222 = -468590.122394
  nChanged 14
		SP:Iteration 21Q (5721.230000 sec): 3 clusters
  Score: Raw -471349.400886 + Penalty 2750.252222 = -468599.148664
  nChanged 11
		SP:Iteration 22Q (5721.240000 sec): 3 clusters
  Score: Raw -471355.313293 + Penalty 2750.252222 = -468605.061071
  nChanged 9
		SP:Iteration 23Q (5721.250000 sec): 3 clusters
  Score: Raw -471358.775156 + Penalty 2750.252222 = -468608.522934
  nChanged 9
		SP:Iteration 24Q (5721.260000 sec): 3 clusters
  Score: Raw -471364.050987 + Penalty 2750.252222 = -468613.798765
  nChanged 10
		SP:Iteration 25Q (5721.270000 sec): 3 clusters
  Score: Raw -471369.235231 + Penalty 2750.252222 = -468618.983009
  nChanged 12
		SP:Iteration 26Q (5721.280000 sec): 3 clusters
  Score: Raw -471374.842696 + Penalty 2750.252222 = -468624.590473
  nChanged 13
		SP:Iteration 27Q (5721.290000 sec): 3 clusters
  Score: Raw -471381.207989 + Penalty 2750.252222 = -468630.955767
  nChanged 11
		SP:Iteration 28Q (5721.310000 sec): 3 clusters
  Score: Raw -471386.896243 + Penalty 2750.252222 = -468636.644021
  nChanged 8
		SP:Iteration 29Q (5721.310000 sec): 3 clusters
  Score: Raw -471390.601988 + Penalty 2750.252222 = -468640.349766
  nChanged 6
		SP:Iteration 30Q (5721.330000 sec): 3 clusters
  Score: Raw -471393.171907 + Penalty 2750.252222 = -468642.919685
  nChanged 0
		SP:Iteration 31F (5721.340000 sec): 3 clusters
  Score: Raw -471393.171907 + Penalty 2750.252222 = -468642.919685
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (2016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5721.350000 sec): 2 clusters
  Score: Raw -183027.545706 + Penalty 1236.441477 = -181791.104229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5721.350000 sec): 3 clusters
  Score: Raw -182183.512106 + Penalty 2472.882954 = -179710.629152
  nChanged 711
		SP:Iteration 1F (5721.360000 sec): 3 clusters
  Score: Raw -182676.673947 + Penalty 2472.882954 = -180203.790992
  nChanged 175
		SP:Iteration 2F (5721.360000 sec): 3 clusters
  Score: Raw -182828.911756 + Penalty 2472.882954 = -180356.028801
  nChanged 114
		SP:Iteration 3F (5721.370000 sec): 3 clusters
  Score: Raw -182931.612908 + Penalty 2472.882954 = -180458.729954
  nChanged 91
		SP:Iteration 4Q (5721.370000 sec): 3 clusters
  Score: Raw -183005.402545 + Penalty 2472.882954 = -180532.519590
  nChanged 65
		SP:Iteration 5Q (5721.380000 sec): 3 clusters
  Score: Raw -183053.970981 + Penalty 2472.882954 = -180581.088027
  nChanged 49
		SP:Iteration 6Q (5721.380000 sec): 3 clusters
  Score: Raw -183088.108493 + Penalty 2472.882954 = -180615.225538
  nChanged 40
		SP:Iteration 7Q (5721.390000 sec): 3 clusters
  Score: Raw -183119.703297 + Penalty 2472.882954 = -180646.820342
  nChanged 42
		SP:Iteration 8Q (5721.390000 sec): 3 clusters
  Score: Raw -183148.905670 + Penalty 2472.882954 = -180676.022716
  nChanged 38
		SP:Iteration 9Q (5721.400000 sec): 3 clusters
  Score: Raw -183171.475036 + Penalty 2472.882954 = -180698.592082
  nChanged 33
		SP:Iteration 10Q (5721.400000 sec): 3 clusters
  Score: Raw -183190.995377 + Penalty 2472.882954 = -180718.112423
  nChanged 21
		SP:Iteration 11Q (5721.410000 sec): 3 clusters
  Score: Raw -183209.231377 + Penalty 2472.882954 = -180736.348423
  nChanged 24
		SP:Iteration 12Q (5721.410000 sec): 3 clusters
  Score: Raw -183225.337034 + Penalty 2472.882954 = -180752.454080
  nChanged 25
		SP:Iteration 13Q (5721.410000 sec): 3 clusters
  Score: Raw -183241.611094 + Penalty 2472.882954 = -180768.728139
  nChanged 29
		SP:Iteration 14Q (5721.420000 sec): 3 clusters
  Score: Raw -183259.031358 + Penalty 2472.882954 = -180786.148404
  nChanged 29
		SP:Iteration 15Q (5721.430000 sec): 3 clusters
  Score: Raw -183277.365153 + Penalty 2472.882954 = -180804.482199
  nChanged 26
		SP:Iteration 16Q (5721.430000 sec): 3 clusters
  Score: Raw -183292.385169 + Penalty 2472.882954 = -180819.502215
  nChanged 22
		SP:Iteration 17Q (5721.430000 sec): 3 clusters
  Score: Raw -183307.136866 + Penalty 2472.882954 = -180834.253912
  nChanged 29
		SP:Iteration 18Q (5721.440000 sec): 3 clusters
  Score: Raw -183328.349475 + Penalty 2472.882954 = -180855.466520
  nChanged 20
		SP:Iteration 19Q (5721.440000 sec): 3 clusters
  Score: Raw -183338.356871 + Penalty 2472.882954 = -180865.473916
  nChanged 12
		SP:Iteration 20F (5721.450000 sec): 3 clusters
  Score: Raw -183343.051929 + Penalty 2472.882954 = -180870.168974
  nChanged 13
		SP:Iteration 21Q (5721.450000 sec): 3 clusters
  Score: Raw -183349.360193 + Penalty 2472.882954 = -180876.477239
  nChanged 11
		SP:Iteration 22Q (5721.460000 sec): 3 clusters
  Score: Raw -183354.743110 + Penalty 2472.882954 = -180881.860155
  nChanged 10
		SP:Iteration 23Q (5721.460000 sec): 3 clusters
  Score: Raw -183360.040462 + Penalty 2472.882954 = -180887.157507
  nChanged 9
		SP:Iteration 24Q (5721.470000 sec): 3 clusters
  Score: Raw -183365.482333 + Penalty 2472.882954 = -180892.599379
  nChanged 10
		SP:Iteration 25Q (5721.470000 sec): 3 clusters
  Score: Raw -183371.855139 + Penalty 2472.882954 = -180898.972184
  nChanged 11
		SP:Iteration 26Q (5721.480000 sec): 3 clusters
  Score: Raw -183376.609394 + Penalty 2472.882954 = -180903.726440
  nChanged 8
		SP:Iteration 27Q (5721.480000 sec): 3 clusters
  Score: Raw -183379.335255 + Penalty 2472.882954 = -180906.452300
  nChanged 8
		SP:Iteration 28Q (5721.490000 sec): 3 clusters
  Score: Raw -183382.101467 + Penalty 2472.882954 = -180909.218512
  nChanged 8
		SP:Iteration 29Q (5721.490000 sec): 3 clusters
  Score: Raw -183385.183061 + Penalty 2472.882954 = -180912.300106
  nChanged 7
		SP:Iteration 30Q (5721.500000 sec): 3 clusters
  Score: Raw -183388.479947 + Penalty 2472.882954 = -180915.596993
  nChanged 9
		SP:Iteration 31Q (5721.500000 sec): 3 clusters
  Score: Raw -183392.378128 + Penalty 2472.882954 = -180919.495173
  nChanged 11
		SP:Iteration 32Q (5721.510000 sec): 3 clusters
  Score: Raw -183397.389532 + Penalty 2472.882954 = -180924.506577
  nChanged 13
		SP:Iteration 33Q (5721.510000 sec): 3 clusters
  Score: Raw -183403.018620 + Penalty 2472.882954 = -180930.135665
  nChanged 9
		SP:Iteration 34Q (5721.510000 sec): 3 clusters
  Score: Raw -183407.436697 + Penalty 2472.882954 = -180934.553743
  nChanged 11
		SP:Iteration 35Q (5721.520000 sec): 3 clusters
  Score: Raw -183412.311559 + Penalty 2472.882954 = -180939.428605
  nChanged 7
		SP:Iteration 36Q (5721.530000 sec): 3 clusters
  Score: Raw -183415.797442 + Penalty 2472.882954 = -180942.914488
  nChanged 8
		SP:Iteration 37Q (5721.530000 sec): 3 clusters
  Score: Raw -183419.797635 + Penalty 2472.882954 = -180946.914680
  nChanged 5
		SP:Iteration 38Q (5721.530000 sec): 3 clusters
  Score: Raw -183421.775897 + Penalty 2472.882954 = -180948.892943
  nChanged 7
		SP:Iteration 39Q (5721.540000 sec): 3 clusters
  Score: Raw -183426.655430 + Penalty 2472.882954 = -180953.772476
  nChanged 11
		SP:Iteration 40F (5721.540000 sec): 3 clusters
  Score: Raw -183430.140191 + Penalty 2472.882954 = -180957.257236
  nChanged 5
		SP:Iteration 41Q (5721.550000 sec): 3 clusters
  Score: Raw -183431.387627 + Penalty 2472.882954 = -180958.504673
  nChanged 4
		SP:Iteration 42Q (5721.550000 sec): 3 clusters
  Score: Raw -183432.499966 + Penalty 2472.882954 = -180959.617012
  nChanged 5
		SP:Iteration 43Q (5721.560000 sec): 3 clusters
  Score: Raw -183434.145350 + Penalty 2472.882954 = -180961.262396
  nChanged 6
		SP:Iteration 44Q (5721.560000 sec): 3 clusters
  Score: Raw -183435.725557 + Penalty 2472.882954 = -180962.842602
  nChanged 6
		SP:Iteration 45Q (5721.570000 sec): 3 clusters
  Score: Raw -183437.875292 + Penalty 2472.882954 = -180964.992338
  nChanged 6
		SP:Iteration 46Q (5721.570000 sec): 3 clusters
  Score: Raw -183440.522916 + Penalty 2472.882954 = -180967.639962
  nChanged 7
		SP:Iteration 47Q (5721.570000 sec): 3 clusters
  Score: Raw -183445.568422 + Penalty 2472.882954 = -180972.685468
  nChanged 9
		SP:Iteration 48Q (5721.580000 sec): 3 clusters
  Score: Raw -183451.332066 + Penalty 2472.882954 = -180978.449112
  nChanged 10
		SP:Iteration 49Q (5721.590000 sec): 3 clusters
  Score: Raw -183456.724844 + Penalty 2472.882954 = -180983.841889
  nChanged 16
		SP:Iteration 50Q (5721.590000 sec): 3 clusters
  Score: Raw -183467.421424 + Penalty 2472.882954 = -180994.538470
  nChanged 15
		SP:Iteration 51Q (5721.590000 sec): 3 clusters
  Score: Raw -183473.993552 + Penalty 2472.882954 = -181001.110598
  nChanged 5
		SP:Iteration 52Q (5721.600000 sec): 3 clusters
  Score: Raw -183477.424610 + Penalty 2472.882954 = -181004.541655
  nChanged 11
		SP:Iteration 53Q (5721.600000 sec): 3 clusters
  Score: Raw -183484.619729 + Penalty 2472.882954 = -181011.736775
  nChanged 8
		SP:Iteration 54Q (5721.610000 sec): 3 clusters
  Score: Raw -183488.965949 + Penalty 2472.882954 = -181016.082995
  nChanged 6
		SP:Iteration 55Q (5721.610000 sec): 3 clusters
  Score: Raw -183492.669160 + Penalty 2472.882954 = -181019.786206
  nChanged 3
		SP:Iteration 56Q (5721.620000 sec): 3 clusters
  Score: Raw -183493.891249 + Penalty 2472.882954 = -181021.008294
  nChanged 1
		SP:Iteration 57Q (5721.620000 sec): 3 clusters
  Score: Raw -183493.968843 + Penalty 2472.882954 = -181021.085889
  nChanged 0
		SP:Iteration 58F (5721.630000 sec): 3 clusters
  Score: Raw -183493.968843 + Penalty 2472.882954 = -181021.085889
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5721.630000 sec): 2 clusters
  Score: Raw -161666.585547 + Penalty 1212.796495 = -160453.789052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5721.640000 sec): 3 clusters
  Score: Raw -160938.311556 + Penalty 2425.592990 = -158512.718566
  nChanged 603
		SP:Iteration 1F (5721.640000 sec): 3 clusters
  Score: Raw -161364.805369 + Penalty 2425.592990 = -158939.212380
  nChanged 135
		SP:Iteration 2F (5721.650000 sec): 3 clusters
  Score: Raw -161518.718716 + Penalty 2425.592990 = -159093.125726
  nChanged 104
		SP:Iteration 3F (5721.650000 sec): 3 clusters
  Score: Raw -161652.353900 + Penalty 2425.592990 = -159226.760910
  nChanged 96
		SP:Iteration 4F (5721.650000 sec): 3 clusters
  Score: Raw -161764.136428 + Penalty 2425.592990 = -159338.543439
  nChanged 86
		SP:Iteration 5Q (5721.660000 sec): 3 clusters
  Score: Raw -161870.289812 + Penalty 2425.592990 = -159444.696822
  nChanged 74
		SP:Iteration 6Q (5721.660000 sec): 3 clusters
  Score: Raw -161965.257668 + Penalty 2425.592990 = -159539.664678
  nChanged 60
		SP:Iteration 7Q (5721.670000 sec): 3 clusters
  Score: Raw -162034.060894 + Penalty 2425.592990 = -159608.467905
  nChanged 53
		SP:Iteration 8Q (5721.670000 sec): 3 clusters
  Score: Raw -162093.104850 + Penalty 2425.592990 = -159667.511860
  nChanged 49
		SP:Iteration 9Q (5721.670000 sec): 3 clusters
  Score: Raw -162140.101140 + Penalty 2425.592990 = -159714.508151
  nChanged 30
		SP:Iteration 10Q (5721.680000 sec): 3 clusters
  Score: Raw -162165.498719 + Penalty 2425.592990 = -159739.905729
  nChanged 26
		SP:Iteration 11Q (5721.680000 sec): 3 clusters
  Score: Raw -162184.016068 + Penalty 2425.592990 = -159758.423078
  nChanged 10
		SP:Iteration 12Q (5721.690000 sec): 3 clusters
  Score: Raw -162194.909718 + Penalty 2425.592990 = -159769.316728
  nChanged 9
		SP:Iteration 13Q (5721.690000 sec): 3 clusters
  Score: Raw -162202.446569 + Penalty 2425.592990 = -159776.853579
  nChanged 9
		SP:Iteration 14Q (5721.690000 sec): 3 clusters
  Score: Raw -162208.846480 + Penalty 2425.592990 = -159783.253491
  nChanged 10
		SP:Iteration 15Q (5721.700000 sec): 3 clusters
  Score: Raw -162216.783030 + Penalty 2425.592990 = -159791.190040
  nChanged 7
		SP:Iteration 16Q (5721.700000 sec): 3 clusters
  Score: Raw -162221.990757 + Penalty 2425.592990 = -159796.397767
  nChanged 7
		SP:Iteration 17Q (5721.710000 sec): 3 clusters
  Score: Raw -162231.492224 + Penalty 2425.592990 = -159805.899234
  nChanged 10
		SP:Iteration 18Q (5721.710000 sec): 3 clusters
  Score: Raw -162239.333337 + Penalty 2425.592990 = -159813.740347
  nChanged 4
		SP:Iteration 19Q (5721.710000 sec): 3 clusters
  Score: Raw -162243.478612 + Penalty 2425.592990 = -159817.885622
  nChanged 3
		SP:Iteration 20F (5721.720000 sec): 3 clusters
  Score: Raw -162245.290442 + Penalty 2425.592990 = -159819.697453
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5721.730000 sec): 2 clusters
  Score: Raw -71050.641731 + Penalty 1070.923920 = -69979.717810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5721.730000 sec): 3 clusters
  Score: Raw -70859.917516 + Penalty 2141.847841 = -68718.069675
  nChanged 210
		SP:Iteration 1F (5721.730000 sec): 3 clusters
  Score: Raw -71088.566318 + Penalty 2141.847841 = -68946.718478
  nChanged 46
		SP:Iteration 2F (5721.730000 sec): 3 clusters
  Score: Raw -71139.603604 + Penalty 2141.847841 = -68997.755764
  nChanged 15
		SP:Iteration 3Q (5721.730000 sec): 3 clusters
  Score: Raw -71157.599547 + Penalty 2141.847841 = -69015.751706
  nChanged 12
		SP:Iteration 4Q (5721.730000 sec): 3 clusters
  Score: Raw -71178.500092 + Penalty 2141.847841 = -69036.652251
  nChanged 10
		SP:Iteration 5Q (5721.730000 sec): 3 clusters
  Score: Raw -71198.413587 + Penalty 2141.847841 = -69056.565747
  nChanged 8
		SP:Iteration 6Q (5721.740000 sec): 3 clusters
  Score: Raw -71206.382018 + Penalty 2141.847841 = -69064.534178
  nChanged 5
		SP:Iteration 7Q (5721.740000 sec): 3 clusters
  Score: Raw -71211.306481 + Penalty 2141.847841 = -69069.458640
  nChanged 2
		SP:Iteration 8Q (5721.740000 sec): 3 clusters
  Score: Raw -71213.591143 + Penalty 2141.847841 = -69071.743303
  nChanged 1
		SP:Iteration 9Q (5721.740000 sec): 3 clusters
  Score: Raw -71214.634864 + Penalty 2141.847841 = -69072.787023
  nChanged 1
		SP:Iteration 10Q (5721.740000 sec): 3 clusters
  Score: Raw -71214.875781 + Penalty 2141.847841 = -69073.027940
  nChanged 0
		SP:Iteration 11F (5721.750000 sec): 3 clusters
  Score: Raw -71214.875781 + Penalty 2141.847841 = -69073.027940
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (1764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5721.750000 sec): 2 clusters
  Score: Raw -169435.350820 + Penalty 1214.742626 = -168220.608194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5721.760000 sec): 3 clusters
  Score: Raw -168713.657161 + Penalty 2429.485252 = -166284.171909
  nChanged 596
		SP:Iteration 1F (5721.760000 sec): 3 clusters
  Score: Raw -169133.878492 + Penalty 2429.485252 = -166704.393240
  nChanged 154
		SP:Iteration 2F (5721.770000 sec): 3 clusters
  Score: Raw -169278.831460 + Penalty 2429.485252 = -166849.346209
  nChanged 101
		SP:Iteration 3F (5721.770000 sec): 3 clusters
  Score: Raw -169372.331865 + Penalty 2429.485252 = -166942.846613
  nChanged 70
		SP:Iteration 4Q (5721.770000 sec): 3 clusters
  Score: Raw -169430.094668 + Penalty 2429.485252 = -167000.609416
  nChanged 47
		SP:Iteration 5Q (5721.780000 sec): 3 clusters
  Score: Raw -169471.065128 + Penalty 2429.485252 = -167041.579876
  nChanged 44
		SP:Iteration 6Q (5721.790000 sec): 3 clusters
  Score: Raw -169509.718889 + Penalty 2429.485252 = -167080.233637
  nChanged 43
		SP:Iteration 7Q (5721.790000 sec): 3 clusters
  Score: Raw -169538.750477 + Penalty 2429.485252 = -167109.265226
  nChanged 35
		SP:Iteration 8Q (5721.800000 sec): 3 clusters
  Score: Raw -169565.765502 + Penalty 2429.485252 = -167136.280250
  nChanged 31
		SP:Iteration 9Q (5721.800000 sec): 3 clusters
  Score: Raw -169589.567240 + Penalty 2429.485252 = -167160.081988
  nChanged 25
		SP:Iteration 10Q (5721.800000 sec): 3 clusters
  Score: Raw -169609.599552 + Penalty 2429.485252 = -167180.114300
  nChanged 24
		SP:Iteration 11Q (5721.810000 sec): 3 clusters
  Score: Raw -169627.135263 + Penalty 2429.485252 = -167197.650011
  nChanged 23
		SP:Iteration 12Q (5721.820000 sec): 3 clusters
  Score: Raw -169642.685012 + Penalty 2429.485252 = -167213.199760
  nChanged 16
		SP:Iteration 13Q (5721.820000 sec): 3 clusters
  Score: Raw -169655.984317 + Penalty 2429.485252 = -167226.499065
  nChanged 21
		SP:Iteration 14Q (5721.820000 sec): 3 clusters
  Score: Raw -169672.923302 + Penalty 2429.485252 = -167243.438050
  nChanged 26
		SP:Iteration 15Q (5721.830000 sec): 3 clusters
  Score: Raw -169690.721312 + Penalty 2429.485252 = -167261.236060
  nChanged 27
		SP:Iteration 16Q (5721.830000 sec): 3 clusters
  Score: Raw -169714.335890 + Penalty 2429.485252 = -167284.850639
  nChanged 27
		SP:Iteration 17Q (5721.840000 sec): 3 clusters
  Score: Raw -169735.627803 + Penalty 2429.485252 = -167306.142551
  nChanged 26
		SP:Iteration 18Q (5721.840000 sec): 3 clusters
  Score: Raw -169756.809000 + Penalty 2429.485252 = -167327.323748
  nChanged 35
		SP:Iteration 19Q (5721.840000 sec): 3 clusters
  Score: Raw -169790.237956 + Penalty 2429.485252 = -167360.752704
  nChanged 35
		SP:Iteration 20F (5721.850000 sec): 3 clusters
  Score: Raw -169822.831017 + Penalty 2429.485252 = -167393.345765
  nChanged 30
		SP:Iteration 21Q (5721.850000 sec): 3 clusters
  Score: Raw -169851.029257 + Penalty 2429.485252 = -167421.544005
  nChanged 26
		SP:Iteration 22Q (5721.860000 sec): 3 clusters
  Score: Raw -169870.050349 + Penalty 2429.485252 = -167440.565097
  nChanged 18
		SP:Iteration 23Q (5721.860000 sec): 3 clusters
  Score: Raw -169881.708389 + Penalty 2429.485252 = -167452.223137
  nChanged 18
		SP:Iteration 24Q (5721.860000 sec): 3 clusters
  Score: Raw -169893.641502 + Penalty 2429.485252 = -167464.156251
  nChanged 15
		SP:Iteration 25Q (5721.870000 sec): 3 clusters
  Score: Raw -169904.198261 + Penalty 2429.485252 = -167474.713009
  nChanged 10
		SP:Iteration 26Q (5721.870000 sec): 3 clusters
  Score: Raw -169913.341978 + Penalty 2429.485252 = -167483.856726
  nChanged 9
		SP:Iteration 27Q (5721.880000 sec): 3 clusters
  Score: Raw -169919.149802 + Penalty 2429.485252 = -167489.664550
  nChanged 8
		SP:Iteration 28Q (5721.880000 sec): 3 clusters
  Score: Raw -169926.063964 + Penalty 2429.485252 = -167496.578713
  nChanged 11
		SP:Iteration 29Q (5721.880000 sec): 3 clusters
  Score: Raw -169936.698473 + Penalty 2429.485252 = -167507.213221
  nChanged 18
		SP:Iteration 30Q (5721.890000 sec): 3 clusters
  Score: Raw -169951.227194 + Penalty 2429.485252 = -167521.741942
  nChanged 10
		SP:Iteration 31Q (5721.890000 sec): 3 clusters
  Score: Raw -169959.374196 + Penalty 2429.485252 = -167529.888944
  nChanged 6
		SP:Iteration 32Q (5721.900000 sec): 3 clusters
  Score: Raw -169965.845294 + Penalty 2429.485252 = -167536.360042
  nChanged 7
		SP:Iteration 33Q (5721.900000 sec): 3 clusters
  Score: Raw -169972.784593 + Penalty 2429.485252 = -167543.299341
  nChanged 5
		SP:Iteration 34Q (5721.900000 sec): 3 clusters
  Score: Raw -169977.878305 + Penalty 2429.485252 = -167548.393053
  nChanged 7
		SP:Iteration 35Q (5721.910000 sec): 3 clusters
  Score: Raw -169987.157537 + Penalty 2429.485252 = -167557.672285
  nChanged 7
		SP:Iteration 36Q (5721.910000 sec): 3 clusters
  Score: Raw -169995.252581 + Penalty 2429.485252 = -167565.767329
  nChanged 5
		SP:Iteration 37Q (5721.920000 sec): 3 clusters
  Score: Raw -169998.867049 + Penalty 2429.485252 = -167569.381798
  nChanged 2
		SP:Iteration 38Q (5721.920000 sec): 3 clusters
  Score: Raw -169999.956663 + Penalty 2429.485252 = -167570.471411
  nChanged 3
		SP:Iteration 39Q (5721.920000 sec): 3 clusters
  Score: Raw -170001.565593 + Penalty 2429.485252 = -167572.080341
  nChanged 1
		SP:Iteration 40F (5721.930000 sec): 3 clusters
  Score: Raw -170002.108301 + Penalty 2429.485252 = -167572.623049
  nChanged 2
		SP:Iteration 41Q (5721.930000 sec): 3 clusters
  Score: Raw -170002.939039 + Penalty 2429.485252 = -167573.453787
  nChanged 1
		SP:Iteration 42Q (5721.940000 sec): 3 clusters
  Score: Raw -170003.051017 + Penalty 2429.485252 = -167573.565766
  nChanged 0
		SP:Iteration 43F (5721.940000 sec): 3 clusters
  Score: Raw -170003.051017 + Penalty 2429.485252 = -167573.565766
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5721.940000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5721.950000 sec): 3 clusters
  Score: Raw -127978.654041 + Penalty 2349.226247 = -125629.427794
  nChanged 450
		SP:Iteration 1F (5721.950000 sec): 3 clusters
  Score: Raw -128331.030022 + Penalty 2349.226247 = -125981.803775
  nChanged 100
		SP:Iteration 2F (5721.950000 sec): 3 clusters
  Score: Raw -128448.497840 + Penalty 2349.226247 = -126099.271594
  nChanged 82
		SP:Iteration 3F (5721.960000 sec): 3 clusters
  Score: Raw -128559.654163 + Penalty 2349.226247 = -126210.427917
  nChanged 84
		SP:Iteration 4F (5721.960000 sec): 3 clusters
  Score: Raw -128674.316225 + Penalty 2349.226247 = -126325.089978
  nChanged 80
		SP:Iteration 5F (5721.960000 sec): 3 clusters
  Score: Raw -128809.582692 + Penalty 2349.226247 = -126460.356446
  nChanged 71
		SP:Iteration 6F (5721.960000 sec): 3 clusters
  Score: Raw -128940.830274 + Penalty 2349.226247 = -126591.604028
  nChanged 69
		SP:Iteration 7F (5721.970000 sec): 3 clusters
  Score: Raw -129076.978312 + Penalty 2349.226247 = -126727.752065
  nChanged 55
		SP:Iteration 8Q (5721.970000 sec): 3 clusters
  Score: Raw -129170.070839 + Penalty 2349.226247 = -126820.844592
  nChanged 46
		SP:Iteration 9Q (5721.980000 sec): 3 clusters
  Score: Raw -129247.533284 + Penalty 2349.226247 = -126898.307037
  nChanged 41
		SP:Iteration 10Q (5721.980000 sec): 3 clusters
  Score: Raw -129310.288023 + Penalty 2349.226247 = -126961.061776
  nChanged 40
		SP:Iteration 11Q (5721.980000 sec): 3 clusters
  Score: Raw -129377.325419 + Penalty 2349.226247 = -127028.099173
  nChanged 32
		SP:Iteration 12Q (5721.980000 sec): 3 clusters
  Score: Raw -129438.948693 + Penalty 2349.226247 = -127089.722446
  nChanged 20
		SP:Iteration 13Q (5721.990000 sec): 3 clusters
  Score: Raw -129465.195179 + Penalty 2349.226247 = -127115.968932
  nChanged 12
		SP:Iteration 14Q (5721.990000 sec): 3 clusters
  Score: Raw -129477.177220 + Penalty 2349.226247 = -127127.950973
  nChanged 6
		SP:Iteration 15Q (5721.990000 sec): 3 clusters
  Score: Raw -129482.103811 + Penalty 2349.226247 = -127132.877564
  nChanged 9
		SP:Iteration 16Q (5722.000000 sec): 3 clusters
  Score: Raw -129492.459770 + Penalty 2349.226247 = -127143.233523
  nChanged 6
		SP:Iteration 17Q (5722.000000 sec): 3 clusters
  Score: Raw -129497.578085 + Penalty 2349.226247 = -127148.351838
  nChanged 4
		SP:Iteration 18Q (5722.000000 sec): 3 clusters
  Score: Raw -129499.989073 + Penalty 2349.226247 = -127150.762826
  nChanged 2
		SP:Iteration 19Q (5722.000000 sec): 3 clusters
  Score: Raw -129501.194507 + Penalty 2349.226247 = -127151.968261
  nChanged 3
		SP:Iteration 20F (5722.010000 sec): 3 clusters
  Score: Raw -129502.955390 + Penalty 2349.226247 = -127153.729143
  nChanged 3
		SP:Iteration 21Q (5722.010000 sec): 3 clusters
  Score: Raw -129506.826276 + Penalty 2349.226247 = -127157.600030
  nChanged 4
		SP:Iteration 22Q (5722.010000 sec): 3 clusters
  Score: Raw -129508.496054 + Penalty 2349.226247 = -127159.269807
  nChanged 0
		SP:Iteration 23F (5722.020000 sec): 3 clusters
  Score: Raw -129508.496054 + Penalty 2349.226247 = -127159.269807
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.020000 sec): 2 clusters
  Score: Raw -184561.920308 + Penalty 1222.916496 = -183339.003812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.030000 sec): 3 clusters
  Score: Raw -183775.373259 + Penalty 2445.832992 = -181329.540267
  nChanged 641
		SP:Iteration 1F (5722.030000 sec): 3 clusters
  Score: Raw -184195.212850 + Penalty 2445.832992 = -181749.379859
  nChanged 138
		SP:Iteration 2F (5722.040000 sec): 3 clusters
  Score: Raw -184309.936571 + Penalty 2445.832992 = -181864.103579
  nChanged 88
		SP:Iteration 3Q (5722.040000 sec): 3 clusters
  Score: Raw -184367.766129 + Penalty 2445.832992 = -181921.933137
  nChanged 47
		SP:Iteration 4Q (5722.040000 sec): 3 clusters
  Score: Raw -184399.767623 + Penalty 2445.832992 = -181953.934632
  nChanged 32
		SP:Iteration 5Q (5722.050000 sec): 3 clusters
  Score: Raw -184419.884855 + Penalty 2445.832992 = -181974.051863
  nChanged 36
		SP:Iteration 6Q (5722.050000 sec): 3 clusters
  Score: Raw -184448.934757 + Penalty 2445.832992 = -182003.101765
  nChanged 30
		SP:Iteration 7Q (5722.060000 sec): 3 clusters
  Score: Raw -184467.003142 + Penalty 2445.832992 = -182021.170150
  nChanged 20
		SP:Iteration 8Q (5722.060000 sec): 3 clusters
  Score: Raw -184479.416776 + Penalty 2445.832992 = -182033.583784
  nChanged 19
		SP:Iteration 9Q (5722.070000 sec): 3 clusters
  Score: Raw -184488.320125 + Penalty 2445.832992 = -182042.487133
  nChanged 10
		SP:Iteration 10Q (5722.070000 sec): 3 clusters
  Score: Raw -184495.892369 + Penalty 2445.832992 = -182050.059377
  nChanged 14
		SP:Iteration 11Q (5722.080000 sec): 3 clusters
  Score: Raw -184506.528385 + Penalty 2445.832992 = -182060.695393
  nChanged 14
		SP:Iteration 12Q (5722.080000 sec): 3 clusters
  Score: Raw -184513.468437 + Penalty 2445.832992 = -182067.635445
  nChanged 12
		SP:Iteration 13Q (5722.080000 sec): 3 clusters
  Score: Raw -184520.601802 + Penalty 2445.832992 = -182074.768810
  nChanged 9
		SP:Iteration 14Q (5722.090000 sec): 3 clusters
  Score: Raw -184525.555767 + Penalty 2445.832992 = -182079.722775
  nChanged 6
		SP:Iteration 15Q (5722.090000 sec): 3 clusters
  Score: Raw -184529.286664 + Penalty 2445.832992 = -182083.453672
  nChanged 4
		SP:Iteration 16Q (5722.100000 sec): 3 clusters
  Score: Raw -184531.806299 + Penalty 2445.832992 = -182085.973307
  nChanged 4
		SP:Iteration 17Q (5722.100000 sec): 3 clusters
  Score: Raw -184533.105715 + Penalty 2445.832992 = -182087.272723
  nChanged 1
		SP:Iteration 18Q (5722.110000 sec): 3 clusters
  Score: Raw -184533.686540 + Penalty 2445.832992 = -182087.853548
  nChanged 2
		SP:Iteration 19Q (5722.110000 sec): 3 clusters
  Score: Raw -184534.718887 + Penalty 2445.832992 = -182088.885895
  nChanged 2
		SP:Iteration 20F (5722.120000 sec): 3 clusters
  Score: Raw -184535.616074 + Penalty 2445.832992 = -182089.783082
  nChanged 3
		SP:Iteration 21Q (5722.120000 sec): 3 clusters
  Score: Raw -184536.414643 + Penalty 2445.832992 = -182090.581651
  nChanged 3
		SP:Iteration 22Q (5722.120000 sec): 3 clusters
  Score: Raw -184537.244154 + Penalty 2445.832992 = -182091.411162
  nChanged 2
		SP:Iteration 23Q (5722.130000 sec): 3 clusters
  Score: Raw -184538.362629 + Penalty 2445.832992 = -182092.529637
  nChanged 3
		SP:Iteration 24Q (5722.140000 sec): 3 clusters
  Score: Raw -184539.424479 + Penalty 2445.832992 = -182093.591487
  nChanged 2
		SP:Iteration 25Q (5722.140000 sec): 3 clusters
  Score: Raw -184540.119706 + Penalty 2445.832992 = -182094.286714
  nChanged 1
		SP:Iteration 26Q (5722.140000 sec): 3 clusters
  Score: Raw -184540.606335 + Penalty 2445.832992 = -182094.773343
  nChanged 3
		SP:Iteration 27Q (5722.150000 sec): 3 clusters
  Score: Raw -184542.031392 + Penalty 2445.832992 = -182096.198400
  nChanged 5
		SP:Iteration 28Q (5722.150000 sec): 3 clusters
  Score: Raw -184544.136835 + Penalty 2445.832992 = -182098.303843
  nChanged 5
		SP:Iteration 29Q (5722.160000 sec): 3 clusters
  Score: Raw -184547.046880 + Penalty 2445.832992 = -182101.213888
  nChanged 5
		SP:Iteration 30Q (5722.160000 sec): 3 clusters
  Score: Raw -184548.597890 + Penalty 2445.832992 = -182102.764898
  nChanged 1
		SP:Iteration 31Q (5722.160000 sec): 3 clusters
  Score: Raw -184549.572712 + Penalty 2445.832992 = -182103.739720
  nChanged 4
		SP:Iteration 32Q (5722.170000 sec): 3 clusters
  Score: Raw -184551.312027 + Penalty 2445.832992 = -182105.479035
  nChanged 4
		SP:Iteration 33Q (5722.180000 sec): 3 clusters
  Score: Raw -184553.933350 + Penalty 2445.832992 = -182108.100358
  nChanged 5
		SP:Iteration 34Q (5722.180000 sec): 3 clusters
  Score: Raw -184555.640017 + Penalty 2445.832992 = -182109.807025
  nChanged 4
		SP:Iteration 35Q (5722.180000 sec): 3 clusters
  Score: Raw -184557.932793 + Penalty 2445.832992 = -182112.099801
  nChanged 4
		SP:Iteration 36Q (5722.190000 sec): 3 clusters
  Score: Raw -184559.582896 + Penalty 2445.832992 = -182113.749904
  nChanged 2
		SP:Iteration 37Q (5722.190000 sec): 3 clusters
  Score: Raw -184561.066790 + Penalty 2445.832992 = -182115.233798
  nChanged 2
		SP:Iteration 38Q (5722.200000 sec): 3 clusters
  Score: Raw -184562.026896 + Penalty 2445.832992 = -182116.193904
  nChanged 7
		SP:Iteration 39Q (5722.200000 sec): 3 clusters
  Score: Raw -184566.695624 + Penalty 2445.832992 = -182120.862632
  nChanged 8
		SP:Iteration 40F (5722.200000 sec): 3 clusters
  Score: Raw -184570.928930 + Penalty 2445.832992 = -182125.095938
  nChanged 9
		SP:Iteration 41Q (5722.210000 sec): 3 clusters
  Score: Raw -184575.314192 + Penalty 2445.832992 = -182129.481200
  nChanged 9
		SP:Iteration 42Q (5722.220000 sec): 3 clusters
  Score: Raw -184581.069803 + Penalty 2445.832992 = -182135.236811
  nChanged 10
		SP:Iteration 43Q (5722.220000 sec): 3 clusters
  Score: Raw -184585.344781 + Penalty 2445.832992 = -182139.511789
  nChanged 5
		SP:Iteration 44Q (5722.220000 sec): 3 clusters
  Score: Raw -184587.651036 + Penalty 2445.832992 = -182141.818044
  nChanged 8
		SP:Iteration 45Q (5722.230000 sec): 3 clusters
  Score: Raw -184590.659390 + Penalty 2445.832992 = -182144.826398
  nChanged 3
		SP:Iteration 46Q (5722.230000 sec): 3 clusters
  Score: Raw -184591.893935 + Penalty 2445.832992 = -182146.060943
  nChanged 1
		SP:Iteration 47Q (5722.240000 sec): 3 clusters
  Score: Raw -184592.346891 + Penalty 2445.832992 = -182146.513899
  nChanged 3
		SP:Iteration 48Q (5722.240000 sec): 3 clusters
  Score: Raw -184593.888525 + Penalty 2445.832992 = -182148.055533
  nChanged 3
		SP:Iteration 49Q (5722.240000 sec): 3 clusters
  Score: Raw -184595.629269 + Penalty 2445.832992 = -182149.796278
  nChanged 5
		SP:Iteration 50Q (5722.250000 sec): 3 clusters
  Score: Raw -184599.193512 + Penalty 2445.832992 = -182153.360520
  nChanged 7
		SP:Iteration 51Q (5722.260000 sec): 3 clusters
  Score: Raw -184605.896989 + Penalty 2445.832992 = -182160.063997
  nChanged 9
		SP:Iteration 52Q (5722.260000 sec): 3 clusters
  Score: Raw -184611.854921 + Penalty 2445.832992 = -182166.021929
  nChanged 7
		SP:Iteration 53Q (5722.260000 sec): 3 clusters
  Score: Raw -184615.195704 + Penalty 2445.832992 = -182169.362712
  nChanged 8
		SP:Iteration 54Q (5722.270000 sec): 3 clusters
  Score: Raw -184620.733829 + Penalty 2445.832992 = -182174.900837
  nChanged 12
		SP:Iteration 55Q (5722.270000 sec): 3 clusters
  Score: Raw -184629.955464 + Penalty 2445.832992 = -182184.122472
  nChanged 10
		SP:Iteration 56Q (5722.280000 sec): 3 clusters
  Score: Raw -184637.497583 + Penalty 2445.832992 = -182191.664591
  nChanged 15
		SP:Iteration 57Q (5722.280000 sec): 3 clusters
  Score: Raw -184649.096142 + Penalty 2445.832992 = -182203.263150
  nChanged 13
		SP:Iteration 58Q (5722.280000 sec): 3 clusters
  Score: Raw -184657.722968 + Penalty 2445.832992 = -182211.889976
  nChanged 9
		SP:Iteration 59Q (5722.290000 sec): 3 clusters
  Score: Raw -184664.030639 + Penalty 2445.832992 = -182218.197647
  nChanged 6
		SP:Iteration 60F (5722.290000 sec): 3 clusters
  Score: Raw -184667.745370 + Penalty 2445.832992 = -182221.912378
  nChanged 6
		SP:Iteration 61Q (5722.300000 sec): 3 clusters
  Score: Raw -184672.619156 + Penalty 2445.832992 = -182226.786164
  nChanged 5
		SP:Iteration 62Q (5722.300000 sec): 3 clusters
  Score: Raw -184675.689521 + Penalty 2445.832992 = -182229.856529
  nChanged 5
		SP:Iteration 63Q (5722.310000 sec): 3 clusters
  Score: Raw -184678.425204 + Penalty 2445.832992 = -182232.592212
  nChanged 4
		SP:Iteration 64Q (5722.310000 sec): 3 clusters
  Score: Raw -184681.252007 + Penalty 2445.832992 = -182235.419016
  nChanged 5
		SP:Iteration 65Q (5722.320000 sec): 3 clusters
  Score: Raw -184684.116158 + Penalty 2445.832992 = -182238.283167
  nChanged 3
		SP:Iteration 66Q (5722.320000 sec): 3 clusters
  Score: Raw -184685.214131 + Penalty 2445.832992 = -182239.381139
  nChanged 2
		SP:Iteration 67Q (5722.320000 sec): 3 clusters
  Score: Raw -184686.080166 + Penalty 2445.832992 = -182240.247174
  nChanged 1
		SP:Iteration 68Q (5722.330000 sec): 3 clusters
  Score: Raw -184686.229717 + Penalty 2445.832992 = -182240.396725
  nChanged 0
		SP:Iteration 69F (5722.330000 sec): 3 clusters
  Score: Raw -184686.229717 + Penalty 2445.832992 = -182240.396725
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.340000 sec): 2 clusters
  Score: Raw -119772.257859 + Penalty 1168.851811 = -118603.406048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.340000 sec): 3 clusters
  Score: Raw -119288.965487 + Penalty 2337.703622 = -116951.261865
  nChanged 410
		SP:Iteration 1F (5722.340000 sec): 3 clusters
  Score: Raw -119624.288533 + Penalty 2337.703622 = -117286.584912
  nChanged 103
		SP:Iteration 2F (5722.350000 sec): 3 clusters
  Score: Raw -119726.320225 + Penalty 2337.703622 = -117388.616603
  nChanged 66
		SP:Iteration 3Q (5722.350000 sec): 3 clusters
  Score: Raw -119810.846418 + Penalty 2337.703622 = -117473.142796
  nChanged 66
		SP:Iteration 4Q (5722.360000 sec): 3 clusters
  Score: Raw -119901.172315 + Penalty 2337.703622 = -117563.468693
  nChanged 58
		SP:Iteration 5Q (5722.360000 sec): 3 clusters
  Score: Raw -120018.937382 + Penalty 2337.703622 = -117681.233760
  nChanged 57
		SP:Iteration 6Q (5722.360000 sec): 3 clusters
  Score: Raw -120093.050799 + Penalty 2337.703622 = -117755.347177
  nChanged 45
		SP:Iteration 7Q (5722.360000 sec): 3 clusters
  Score: Raw -120148.894785 + Penalty 2337.703622 = -117811.191163
  nChanged 44
		SP:Iteration 8Q (5722.370000 sec): 3 clusters
  Score: Raw -120202.190183 + Penalty 2337.703622 = -117864.486561
  nChanged 32
		SP:Iteration 9Q (5722.370000 sec): 3 clusters
  Score: Raw -120238.271748 + Penalty 2337.703622 = -117900.568126
  nChanged 24
		SP:Iteration 10Q (5722.370000 sec): 3 clusters
  Score: Raw -120270.506474 + Penalty 2337.703622 = -117932.802852
  nChanged 23
		SP:Iteration 11Q (5722.380000 sec): 3 clusters
  Score: Raw -120284.314965 + Penalty 2337.703622 = -117946.611343
  nChanged 12
		SP:Iteration 12Q (5722.380000 sec): 3 clusters
  Score: Raw -120292.522209 + Penalty 2337.703622 = -117954.818587
  nChanged 11
		SP:Iteration 13Q (5722.380000 sec): 3 clusters
  Score: Raw -120303.942527 + Penalty 2337.703622 = -117966.238905
  nChanged 11
		SP:Iteration 14Q (5722.380000 sec): 3 clusters
  Score: Raw -120312.513798 + Penalty 2337.703622 = -117974.810176
  nChanged 11
		SP:Iteration 15Q (5722.390000 sec): 3 clusters
  Score: Raw -120323.434980 + Penalty 2337.703622 = -117985.731358
  nChanged 7
		SP:Iteration 16Q (5722.390000 sec): 3 clusters
  Score: Raw -120331.054915 + Penalty 2337.703622 = -117993.351293
  nChanged 10
		SP:Iteration 17Q (5722.400000 sec): 3 clusters
  Score: Raw -120345.874462 + Penalty 2337.703622 = -118008.170840
  nChanged 8
		SP:Iteration 18Q (5722.400000 sec): 3 clusters
  Score: Raw -120353.365761 + Penalty 2337.703622 = -118015.662140
  nChanged 7
		SP:Iteration 19Q (5722.400000 sec): 3 clusters
  Score: Raw -120360.471797 + Penalty 2337.703622 = -118022.768175
  nChanged 7
		SP:Iteration 20F (5722.400000 sec): 3 clusters
  Score: Raw -120367.774290 + Penalty 2337.703622 = -118030.070668
  nChanged 8
		SP:Iteration 21Q (5722.410000 sec): 3 clusters
  Score: Raw -120373.366481 + Penalty 2337.703622 = -118035.662859
  nChanged 6
		SP:Iteration 22Q (5722.410000 sec): 3 clusters
  Score: Raw -120377.894110 + Penalty 2337.703622 = -118040.190488
  nChanged 5
		SP:Iteration 23Q (5722.410000 sec): 3 clusters
  Score: Raw -120383.283956 + Penalty 2337.703622 = -118045.580334
  nChanged 5
		SP:Iteration 24Q (5722.420000 sec): 3 clusters
  Score: Raw -120385.544538 + Penalty 2337.703622 = -118047.840916
  nChanged 6
		SP:Iteration 25Q (5722.420000 sec): 3 clusters
  Score: Raw -120389.362551 + Penalty 2337.703622 = -118051.658929
  nChanged 4
		SP:Iteration 26Q (5722.420000 sec): 3 clusters
  Score: Raw -120390.650893 + Penalty 2337.703622 = -118052.947271
  nChanged 3
		SP:Iteration 27Q (5722.420000 sec): 3 clusters
  Score: Raw -120392.633252 + Penalty 2337.703622 = -118054.929630
  nChanged 1
		SP:Iteration 28Q (5722.430000 sec): 3 clusters
  Score: Raw -120393.587850 + Penalty 2337.703622 = -118055.884228
  nChanged 0
		SP:Iteration 29F (5722.430000 sec): 3 clusters
  Score: Raw -120393.587850 + Penalty 2337.703622 = -118055.884228
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (1988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.440000 sec): 2 clusters
  Score: Raw -160843.128496 + Penalty 1234.168713 = -159608.959783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.440000 sec): 3 clusters
  Score: Raw -160065.608546 + Penalty 2468.337426 = -157597.271120
  nChanged 691
		SP:Iteration 1F (5722.450000 sec): 3 clusters
  Score: Raw -160799.803398 + Penalty 2468.337426 = -158331.465973
  nChanged 215
		SP:Iteration 2F (5722.450000 sec): 3 clusters
  Score: Raw -161163.707229 + Penalty 2468.337426 = -158695.369803
  nChanged 149
		SP:Iteration 3F (5722.460000 sec): 3 clusters
  Score: Raw -161413.927307 + Penalty 2468.337426 = -158945.589881
  nChanged 112
		SP:Iteration 4F (5722.460000 sec): 3 clusters
  Score: Raw -161577.936069 + Penalty 2468.337426 = -159109.598643
  nChanged 87
		SP:Iteration 5Q (5722.470000 sec): 3 clusters
  Score: Raw -161689.553230 + Penalty 2468.337426 = -159221.215804
  nChanged 58
		SP:Iteration 6Q (5722.470000 sec): 3 clusters
  Score: Raw -161760.486142 + Penalty 2468.337426 = -159292.148716
  nChanged 45
		SP:Iteration 7Q (5722.480000 sec): 3 clusters
  Score: Raw -161821.015313 + Penalty 2468.337426 = -159352.677888
  nChanged 32
		SP:Iteration 8Q (5722.480000 sec): 3 clusters
  Score: Raw -161851.879880 + Penalty 2468.337426 = -159383.542455
  nChanged 22
		SP:Iteration 9Q (5722.480000 sec): 3 clusters
  Score: Raw -161879.385222 + Penalty 2468.337426 = -159411.047796
  nChanged 18
		SP:Iteration 10Q (5722.490000 sec): 3 clusters
  Score: Raw -161900.931812 + Penalty 2468.337426 = -159432.594386
  nChanged 22
		SP:Iteration 11Q (5722.490000 sec): 3 clusters
  Score: Raw -161922.939155 + Penalty 2468.337426 = -159454.601729
  nChanged 14
		SP:Iteration 12Q (5722.500000 sec): 3 clusters
  Score: Raw -161933.406070 + Penalty 2468.337426 = -159465.068644
  nChanged 14
		SP:Iteration 13Q (5722.500000 sec): 3 clusters
  Score: Raw -161941.691915 + Penalty 2468.337426 = -159473.354489
  nChanged 5
		SP:Iteration 14Q (5722.500000 sec): 3 clusters
  Score: Raw -161944.577830 + Penalty 2468.337426 = -159476.240404
  nChanged 6
		SP:Iteration 15Q (5722.510000 sec): 3 clusters
  Score: Raw -161947.410973 + Penalty 2468.337426 = -159479.073547
  nChanged 0
		SP:Iteration 16F (5722.510000 sec): 3 clusters
  Score: Raw -161947.410973 + Penalty 2468.337426 = -159479.073547
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.520000 sec): 2 clusters
  Score: Raw -223335.978480 + Penalty 1260.312165 = -222075.666314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.530000 sec): 3 clusters
  Score: Raw -222257.568718 + Penalty 2520.624330 = -219736.944387
  nChanged 873
		SP:Iteration 1F (5722.530000 sec): 3 clusters
  Score: Raw -222834.716005 + Penalty 2520.624330 = -220314.091675
  nChanged 197
		SP:Iteration 2F (5722.540000 sec): 3 clusters
  Score: Raw -222984.217623 + Penalty 2520.624330 = -220463.593292
  nChanged 133
		SP:Iteration 3F (5722.540000 sec): 3 clusters
  Score: Raw -223068.377719 + Penalty 2520.624330 = -220547.753389
  nChanged 87
		SP:Iteration 4Q (5722.550000 sec): 3 clusters
  Score: Raw -223115.558580 + Penalty 2520.624330 = -220594.934250
  nChanged 57
		SP:Iteration 5Q (5722.560000 sec): 3 clusters
  Score: Raw -223152.531075 + Penalty 2520.624330 = -220631.906745
  nChanged 56
		SP:Iteration 6Q (5722.560000 sec): 3 clusters
  Score: Raw -223186.605798 + Penalty 2520.624330 = -220665.981467
  nChanged 44
		SP:Iteration 7Q (5722.570000 sec): 3 clusters
  Score: Raw -223218.632238 + Penalty 2520.624330 = -220698.007908
  nChanged 42
		SP:Iteration 8Q (5722.570000 sec): 3 clusters
  Score: Raw -223245.104250 + Penalty 2520.624330 = -220724.479920
  nChanged 38
		SP:Iteration 9Q (5722.580000 sec): 3 clusters
  Score: Raw -223265.207750 + Penalty 2520.624330 = -220744.583420
  nChanged 25
		SP:Iteration 10Q (5722.580000 sec): 3 clusters
  Score: Raw -223277.646892 + Penalty 2520.624330 = -220757.022562
  nChanged 23
		SP:Iteration 11Q (5722.590000 sec): 3 clusters
  Score: Raw -223286.438944 + Penalty 2520.624330 = -220765.814614
  nChanged 19
		SP:Iteration 12Q (5722.600000 sec): 3 clusters
  Score: Raw -223292.832500 + Penalty 2520.624330 = -220772.208170
  nChanged 15
		SP:Iteration 13Q (5722.600000 sec): 3 clusters
  Score: Raw -223297.008836 + Penalty 2520.624330 = -220776.384506
  nChanged 8
		SP:Iteration 14Q (5722.610000 sec): 3 clusters
  Score: Raw -223299.049032 + Penalty 2520.624330 = -220778.424702
  nChanged 5
		SP:Iteration 15Q (5722.610000 sec): 3 clusters
  Score: Raw -223300.875121 + Penalty 2520.624330 = -220780.250791
  nChanged 3
		SP:Iteration 16Q (5722.620000 sec): 3 clusters
  Score: Raw -223301.494104 + Penalty 2520.624330 = -220780.869774
  nChanged 5
		SP:Iteration 17Q (5722.620000 sec): 3 clusters
  Score: Raw -223303.259870 + Penalty 2520.624330 = -220782.635540
  nChanged 8
		SP:Iteration 18Q (5722.630000 sec): 3 clusters
  Score: Raw -223306.229820 + Penalty 2520.624330 = -220785.605490
  nChanged 8
		SP:Iteration 19Q (5722.640000 sec): 3 clusters
  Score: Raw -223309.540348 + Penalty 2520.624330 = -220788.916018
  nChanged 7
		SP:Iteration 20F (5722.640000 sec): 3 clusters
  Score: Raw -223312.265540 + Penalty 2520.624330 = -220791.641209
  nChanged 8
		SP:Iteration 21Q (5722.650000 sec): 3 clusters
  Score: Raw -223315.270933 + Penalty 2520.624330 = -220794.646602
  nChanged 8
		SP:Iteration 22Q (5722.650000 sec): 3 clusters
  Score: Raw -223318.445599 + Penalty 2520.624330 = -220797.821269
  nChanged 10
		SP:Iteration 23Q (5722.660000 sec): 3 clusters
  Score: Raw -223322.468897 + Penalty 2520.624330 = -220801.844567
  nChanged 6
		SP:Iteration 24Q (5722.660000 sec): 3 clusters
  Score: Raw -223323.491234 + Penalty 2520.624330 = -220802.866904
  nChanged 2
		SP:Iteration 25Q (5722.670000 sec): 3 clusters
  Score: Raw -223323.960578 + Penalty 2520.624330 = -220803.336248
  nChanged 1
		SP:Iteration 26Q (5722.680000 sec): 3 clusters
  Score: Raw -223324.565232 + Penalty 2520.624330 = -220803.940902
  nChanged 3
		SP:Iteration 27Q (5722.680000 sec): 3 clusters
  Score: Raw -223325.549053 + Penalty 2520.624330 = -220804.924723
  nChanged 2
		SP:Iteration 28Q (5722.680000 sec): 3 clusters
  Score: Raw -223325.766934 + Penalty 2520.624330 = -220805.142604
  nChanged 1
		SP:Iteration 29Q (5722.690000 sec): 3 clusters
  Score: Raw -223325.991505 + Penalty 2520.624330 = -220805.367175
  nChanged 1
		SP:Iteration 30Q (5722.700000 sec): 3 clusters
  Score: Raw -223326.448271 + Penalty 2520.624330 = -220805.823941
  nChanged 1
		SP:Iteration 31Q (5722.700000 sec): 3 clusters
  Score: Raw -223326.675762 + Penalty 2520.624330 = -220806.051432
  nChanged 0
		SP:Iteration 32F (5722.710000 sec): 3 clusters
  Score: Raw -223326.675762 + Penalty 2520.624330 = -220806.051432
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.720000 sec): 2 clusters
  Score: Raw -221415.804238 + Penalty 1249.745764 = -220166.058474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.720000 sec): 3 clusters
  Score: Raw -220452.667523 + Penalty 2499.491528 = -217953.175995
  nChanged 803
		SP:Iteration 1F (5722.730000 sec): 3 clusters
  Score: Raw -221003.271549 + Penalty 2499.491528 = -218503.780020
  nChanged 199
		SP:Iteration 2F (5722.730000 sec): 3 clusters
  Score: Raw -221199.614989 + Penalty 2499.491528 = -218700.123461
  nChanged 139
		SP:Iteration 3F (5722.740000 sec): 3 clusters
  Score: Raw -221309.716724 + Penalty 2499.491528 = -218810.225195
  nChanged 89
		SP:Iteration 4Q (5722.740000 sec): 3 clusters
  Score: Raw -221369.935308 + Penalty 2499.491528 = -218870.443780
  nChanged 70
		SP:Iteration 5Q (5722.750000 sec): 3 clusters
  Score: Raw -221416.472985 + Penalty 2499.491528 = -218916.981457
  nChanged 45
		SP:Iteration 6Q (5722.750000 sec): 3 clusters
  Score: Raw -221447.192162 + Penalty 2499.491528 = -218947.700634
  nChanged 42
		SP:Iteration 7Q (5722.760000 sec): 3 clusters
  Score: Raw -221472.887086 + Penalty 2499.491528 = -218973.395558
  nChanged 37
		SP:Iteration 8Q (5722.760000 sec): 3 clusters
  Score: Raw -221502.715692 + Penalty 2499.491528 = -219003.224164
  nChanged 29
		SP:Iteration 9Q (5722.770000 sec): 3 clusters
  Score: Raw -221522.211378 + Penalty 2499.491528 = -219022.719850
  nChanged 25
		SP:Iteration 10Q (5722.780000 sec): 3 clusters
  Score: Raw -221537.907052 + Penalty 2499.491528 = -219038.415524
  nChanged 20
		SP:Iteration 11Q (5722.780000 sec): 3 clusters
  Score: Raw -221550.886152 + Penalty 2499.491528 = -219051.394624
  nChanged 16
		SP:Iteration 12Q (5722.780000 sec): 3 clusters
  Score: Raw -221557.110997 + Penalty 2499.491528 = -219057.619469
  nChanged 13
		SP:Iteration 13Q (5722.790000 sec): 3 clusters
  Score: Raw -221564.736379 + Penalty 2499.491528 = -219065.244851
  nChanged 8
		SP:Iteration 14Q (5722.800000 sec): 3 clusters
  Score: Raw -221569.786101 + Penalty 2499.491528 = -219070.294573
  nChanged 11
		SP:Iteration 15Q (5722.800000 sec): 3 clusters
  Score: Raw -221574.888215 + Penalty 2499.491528 = -219075.396687
  nChanged 11
		SP:Iteration 16Q (5722.800000 sec): 3 clusters
  Score: Raw -221579.053648 + Penalty 2499.491528 = -219079.562120
  nChanged 7
		SP:Iteration 17Q (5722.810000 sec): 3 clusters
  Score: Raw -221582.833086 + Penalty 2499.491528 = -219083.341558
  nChanged 4
		SP:Iteration 18Q (5722.820000 sec): 3 clusters
  Score: Raw -221584.357494 + Penalty 2499.491528 = -219084.865965
  nChanged 3
		SP:Iteration 19Q (5722.820000 sec): 3 clusters
  Score: Raw -221585.229372 + Penalty 2499.491528 = -219085.737843
  nChanged 1
		SP:Iteration 20F (5722.820000 sec): 3 clusters
  Score: Raw -221586.433520 + Penalty 2499.491528 = -219086.941992
  nChanged 1
		SP:Iteration 21Q (5722.830000 sec): 3 clusters
  Score: Raw -221586.895234 + Penalty 2499.491528 = -219087.403706
  nChanged 1
		SP:Iteration 22Q (5722.840000 sec): 3 clusters
  Score: Raw -221587.822771 + Penalty 2499.491528 = -219088.331242
  nChanged 5
		SP:Iteration 23Q (5722.840000 sec): 3 clusters
  Score: Raw -221590.295321 + Penalty 2499.491528 = -219090.803792
  nChanged 4
		SP:Iteration 24Q (5722.840000 sec): 3 clusters
  Score: Raw -221592.015544 + Penalty 2499.491528 = -219092.524016
  nChanged 2
		SP:Iteration 25Q (5722.850000 sec): 3 clusters
  Score: Raw -221592.750897 + Penalty 2499.491528 = -219093.259369
  nChanged 0
		SP:Iteration 26F (5722.860000 sec): 3 clusters
  Score: Raw -221592.750897 + Penalty 2499.491528 = -219093.259369
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (3136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.870000 sec): 2 clusters
  Score: Raw -287539.937793 + Penalty 1308.239299 = -286231.698494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.880000 sec): 3 clusters
  Score: Raw -286038.825959 + Penalty 2616.478599 = -283422.347360
  nChanged 1218
		SP:Iteration 1F (5722.880000 sec): 3 clusters
  Score: Raw -286909.334333 + Penalty 2616.478599 = -284292.855734
  nChanged 305
		SP:Iteration 2F (5722.890000 sec): 3 clusters
  Score: Raw -287243.792606 + Penalty 2616.478599 = -284627.314007
  nChanged 273
		SP:Iteration 3F (5722.900000 sec): 3 clusters
  Score: Raw -287609.876117 + Penalty 2616.478599 = -284993.397518
  nChanged 272
		SP:Iteration 4F (5722.900000 sec): 3 clusters
  Score: Raw -288049.819796 + Penalty 2616.478599 = -285433.341197
  nChanged 267
		SP:Iteration 5F (5722.910000 sec): 3 clusters
  Score: Raw -288693.015037 + Penalty 2616.478599 = -286076.536438
  nChanged 231
		SP:Iteration 6F (5722.920000 sec): 3 clusters
  Score: Raw -289446.466741 + Penalty 2616.478599 = -286829.988142
  nChanged 156
		SP:Iteration 7Q (5722.930000 sec): 3 clusters
  Score: Raw -290001.584910 + Penalty 2616.478599 = -287385.106312
  nChanged 81
		SP:Iteration 8Q (5722.930000 sec): 3 clusters
  Score: Raw -290248.834470 + Penalty 2616.478599 = -287632.355871
  nChanged 39
		SP:Iteration 9Q (5722.940000 sec): 3 clusters
  Score: Raw -290329.618258 + Penalty 2616.478599 = -287713.139659
  nChanged 8
		SP:Iteration 10Q (5722.940000 sec): 3 clusters
  Score: Raw -290336.641046 + Penalty 2616.478599 = -287720.162447
  nChanged 5
		SP:Iteration 11Q (5722.950000 sec): 3 clusters
  Score: Raw -290339.717123 + Penalty 2616.478599 = -287723.238524
  nChanged 3
		SP:Iteration 12Q (5722.950000 sec): 3 clusters
  Score: Raw -290341.145686 + Penalty 2616.478599 = -287724.667087
  nChanged 2
		SP:Iteration 13Q (5722.960000 sec): 3 clusters
  Score: Raw -290342.498690 + Penalty 2616.478599 = -287726.020091
  nChanged 1
		SP:Iteration 14Q (5722.960000 sec): 3 clusters
  Score: Raw -290342.698607 + Penalty 2616.478599 = -287726.220008
  nChanged 0
		SP:Iteration 15F (5722.970000 sec): 3 clusters
  Score: Raw -290342.698607 + Penalty 2616.478599 = -287726.220008
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5722.980000 sec): 2 clusters
  Score: Raw -270993.914857 + Penalty 1288.833774 = -269705.081083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5722.990000 sec): 3 clusters
  Score: Raw -269699.573529 + Penalty 2577.667547 = -267121.905982
  nChanged 1041
		SP:Iteration 1F (5723.000000 sec): 3 clusters
  Score: Raw -270322.086742 + Penalty 2577.667547 = -267744.419195
  nChanged 241
		SP:Iteration 2F (5723.010000 sec): 3 clusters
  Score: Raw -270494.914576 + Penalty 2577.667547 = -267917.247028
  nChanged 174
		SP:Iteration 3F (5723.010000 sec): 3 clusters
  Score: Raw -270614.338201 + Penalty 2577.667547 = -268036.670654
  nChanged 129
		SP:Iteration 4Q (5723.020000 sec): 3 clusters
  Score: Raw -270706.313875 + Penalty 2577.667547 = -268128.646328
  nChanged 110
		SP:Iteration 5Q (5723.030000 sec): 3 clusters
  Score: Raw -270777.723859 + Penalty 2577.667547 = -268200.056311
  nChanged 90
		SP:Iteration 6Q (5723.040000 sec): 3 clusters
  Score: Raw -270854.945392 + Penalty 2577.667547 = -268277.277845
  nChanged 108
		SP:Iteration 7Q (5723.040000 sec): 3 clusters
  Score: Raw -270978.135445 + Penalty 2577.667547 = -268400.467897
  nChanged 128
		SP:Iteration 8Q (5723.050000 sec): 3 clusters
  Score: Raw -271143.982161 + Penalty 2577.667547 = -268566.314613
  nChanged 137
		SP:Iteration 9Q (5723.060000 sec): 3 clusters
  Score: Raw -271344.152138 + Penalty 2577.667547 = -268766.484590
  nChanged 147
		SP:Iteration 10F (5723.060000 sec): 3 clusters
  Score: Raw -271501.613885 + Penalty 2577.667547 = -268923.946337
  nChanged 118
		SP:Iteration 11Q (5723.070000 sec): 3 clusters
  Score: Raw -271610.876830 + Penalty 2577.667547 = -269033.209283
  nChanged 109
		SP:Iteration 12Q (5723.080000 sec): 3 clusters
  Score: Raw -271710.414522 + Penalty 2577.667547 = -269132.746974
  nChanged 79
		SP:Iteration 13Q (5723.080000 sec): 3 clusters
  Score: Raw -271774.261794 + Penalty 2577.667547 = -269196.594247
  nChanged 58
		SP:Iteration 14Q (5723.080000 sec): 3 clusters
  Score: Raw -271822.601219 + Penalty 2577.667547 = -269244.933671
  nChanged 57
		SP:Iteration 15Q (5723.090000 sec): 3 clusters
  Score: Raw -271871.728183 + Penalty 2577.667547 = -269294.060636
  nChanged 44
		SP:Iteration 16Q (5723.100000 sec): 3 clusters
  Score: Raw -271924.368911 + Penalty 2577.667547 = -269346.701364
  nChanged 34
		SP:Iteration 17Q (5723.100000 sec): 3 clusters
  Score: Raw -271955.885705 + Penalty 2577.667547 = -269378.218158
  nChanged 25
		SP:Iteration 18Q (5723.110000 sec): 3 clusters
  Score: Raw -271969.076521 + Penalty 2577.667547 = -269391.408973
  nChanged 15
		SP:Iteration 19Q (5723.110000 sec): 3 clusters
  Score: Raw -271977.117455 + Penalty 2577.667547 = -269399.449907
  nChanged 9
		SP:Iteration 20F (5723.120000 sec): 3 clusters
  Score: Raw -271981.905743 + Penalty 2577.667547 = -269404.238196
  nChanged 11
		SP:Iteration 21Q (5723.120000 sec): 3 clusters
  Score: Raw -271988.476771 + Penalty 2577.667547 = -269410.809223
  nChanged 14
		SP:Iteration 22Q (5723.130000 sec): 3 clusters
  Score: Raw -271994.865476 + Penalty 2577.667547 = -269417.197929
  nChanged 13
		SP:Iteration 23Q (5723.140000 sec): 3 clusters
  Score: Raw -271999.698811 + Penalty 2577.667547 = -269422.031263
  nChanged 6
		SP:Iteration 24Q (5723.140000 sec): 3 clusters
  Score: Raw -272004.157492 + Penalty 2577.667547 = -269426.489944
  nChanged 9
		SP:Iteration 25Q (5723.150000 sec): 3 clusters
  Score: Raw -272011.229845 + Penalty 2577.667547 = -269433.562298
  nChanged 11
		SP:Iteration 26Q (5723.160000 sec): 3 clusters
  Score: Raw -272016.189029 + Penalty 2577.667547 = -269438.521481
  nChanged 7
		SP:Iteration 27Q (5723.160000 sec): 3 clusters
  Score: Raw -272020.804451 + Penalty 2577.667547 = -269443.136903
  nChanged 6
		SP:Iteration 28Q (5723.170000 sec): 3 clusters
  Score: Raw -272023.789404 + Penalty 2577.667547 = -269446.121857
  nChanged 9
		SP:Iteration 29Q (5723.170000 sec): 3 clusters
  Score: Raw -272029.738039 + Penalty 2577.667547 = -269452.070491
  nChanged 6
		SP:Iteration 30Q (5723.180000 sec): 3 clusters
  Score: Raw -272031.970285 + Penalty 2577.667547 = -269454.302737
  nChanged 4
		SP:Iteration 31Q (5723.180000 sec): 3 clusters
  Score: Raw -272033.094647 + Penalty 2577.667547 = -269455.427099
  nChanged 3
		SP:Iteration 32Q (5723.190000 sec): 3 clusters
  Score: Raw -272033.623310 + Penalty 2577.667547 = -269455.955763
  nChanged 1
		SP:Iteration 33Q (5723.200000 sec): 3 clusters
  Score: Raw -272033.828330 + Penalty 2577.667547 = -269456.160783
  nChanged 0
		SP:Iteration 34F (5723.200000 sec): 3 clusters
  Score: Raw -272033.828330 + Penalty 2577.667547 = -269456.160783
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5723.210000 sec): 2 clusters
  Score: Raw -252001.359760 + Penalty 1283.612441 = -250717.747319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5723.220000 sec): 3 clusters
  Score: Raw -250719.976120 + Penalty 2567.224882 = -248152.751238
  nChanged 1029
		SP:Iteration 1F (5723.220000 sec): 3 clusters
  Score: Raw -251326.797457 + Penalty 2567.224882 = -248759.572575
  nChanged 204
		SP:Iteration 2F (5723.230000 sec): 3 clusters
  Score: Raw -251453.296508 + Penalty 2567.224882 = -248886.071625
  nChanged 131
		SP:Iteration 3Q (5723.240000 sec): 3 clusters
  Score: Raw -251533.015182 + Penalty 2567.224882 = -248965.790300
  nChanged 100
		SP:Iteration 4Q (5723.240000 sec): 3 clusters
  Score: Raw -251602.179533 + Penalty 2567.224882 = -249034.954651
  nChanged 94
		SP:Iteration 5Q (5723.250000 sec): 3 clusters
  Score: Raw -251664.229110 + Penalty 2567.224882 = -249097.004228
  nChanged 83
		SP:Iteration 6Q (5723.260000 sec): 3 clusters
  Score: Raw -251713.221469 + Penalty 2567.224882 = -249145.996587
  nChanged 80
		SP:Iteration 7Q (5723.260000 sec): 3 clusters
  Score: Raw -251762.569897 + Penalty 2567.224882 = -249195.345015
  nChanged 71
		SP:Iteration 8Q (5723.270000 sec): 3 clusters
  Score: Raw -251805.138153 + Penalty 2567.224882 = -249237.913271
  nChanged 72
		SP:Iteration 9Q (5723.280000 sec): 3 clusters
  Score: Raw -251863.417150 + Penalty 2567.224882 = -249296.192268
  nChanged 80
		SP:Iteration 10Q (5723.280000 sec): 3 clusters
  Score: Raw -251925.779707 + Penalty 2567.224882 = -249358.554825
  nChanged 68
		SP:Iteration 11Q (5723.290000 sec): 3 clusters
  Score: Raw -251986.931697 + Penalty 2567.224882 = -249419.706815
  nChanged 76
		SP:Iteration 12Q (5723.300000 sec): 3 clusters
  Score: Raw -252043.893558 + Penalty 2567.224882 = -249476.668675
  nChanged 60
		SP:Iteration 13Q (5723.300000 sec): 3 clusters
  Score: Raw -252090.122040 + Penalty 2567.224882 = -249522.897158
  nChanged 62
		SP:Iteration 14Q (5723.310000 sec): 3 clusters
  Score: Raw -252144.117332 + Penalty 2567.224882 = -249576.892450
  nChanged 61
		SP:Iteration 15Q (5723.320000 sec): 3 clusters
  Score: Raw -252201.124155 + Penalty 2567.224882 = -249633.899273
  nChanged 65
		SP:Iteration 16Q (5723.320000 sec): 3 clusters
  Score: Raw -252253.818114 + Penalty 2567.224882 = -249686.593232
  nChanged 54
		SP:Iteration 17Q (5723.330000 sec): 3 clusters
  Score: Raw -252295.188194 + Penalty 2567.224882 = -249727.963312
  nChanged 33
		SP:Iteration 18Q (5723.340000 sec): 3 clusters
  Score: Raw -252317.819542 + Penalty 2567.224882 = -249750.594660
  nChanged 34
		SP:Iteration 19Q (5723.340000 sec): 3 clusters
  Score: Raw -252342.190040 + Penalty 2567.224882 = -249774.965158
  nChanged 26
		SP:Iteration 20F (5723.350000 sec): 3 clusters
  Score: Raw -252361.088617 + Penalty 2567.224882 = -249793.863735
  nChanged 21
		SP:Iteration 21Q (5723.360000 sec): 3 clusters
  Score: Raw -252374.129678 + Penalty 2567.224882 = -249806.904796
  nChanged 14
		SP:Iteration 22Q (5723.360000 sec): 3 clusters
  Score: Raw -252380.311163 + Penalty 2567.224882 = -249813.086281
  nChanged 13
		SP:Iteration 23Q (5723.370000 sec): 3 clusters
  Score: Raw -252388.544062 + Penalty 2567.224882 = -249821.319180
  nChanged 11
		SP:Iteration 24Q (5723.380000 sec): 3 clusters
  Score: Raw -252395.547877 + Penalty 2567.224882 = -249828.322995
  nChanged 7
		SP:Iteration 25Q (5723.380000 sec): 3 clusters
  Score: Raw -252400.485414 + Penalty 2567.224882 = -249833.260531
  nChanged 6
		SP:Iteration 26Q (5723.390000 sec): 3 clusters
  Score: Raw -252404.714247 + Penalty 2567.224882 = -249837.489365
  nChanged 3
		SP:Iteration 27Q (5723.400000 sec): 3 clusters
  Score: Raw -252405.899967 + Penalty 2567.224882 = -249838.675085
  nChanged 1
		SP:Iteration 28Q (5723.400000 sec): 3 clusters
  Score: Raw -252405.989423 + Penalty 2567.224882 = -249838.764541
  nChanged 1
		SP:Iteration 29Q (5723.410000 sec): 3 clusters
  Score: Raw -252406.911706 + Penalty 2567.224882 = -249839.686824
  nChanged 1
		SP:Iteration 30Q (5723.410000 sec): 3 clusters
  Score: Raw -252407.362893 + Penalty 2567.224882 = -249840.138011
  nChanged 2
		SP:Iteration 31Q (5723.420000 sec): 3 clusters
  Score: Raw -252409.199423 + Penalty 2567.224882 = -249841.974541
  nChanged 5
		SP:Iteration 32Q (5723.430000 sec): 3 clusters
  Score: Raw -252414.202439 + Penalty 2567.224882 = -249846.977557
  nChanged 4
		SP:Iteration 33Q (5723.430000 sec): 3 clusters
  Score: Raw -252415.742733 + Penalty 2567.224882 = -249848.517851
  nChanged 3
		SP:Iteration 34Q (5723.440000 sec): 3 clusters
  Score: Raw -252417.119437 + Penalty 2567.224882 = -249849.894555
  nChanged 4
		SP:Iteration 35Q (5723.440000 sec): 3 clusters
  Score: Raw -252418.523881 + Penalty 2567.224882 = -249851.298999
  nChanged 2
		SP:Iteration 36Q (5723.450000 sec): 3 clusters
  Score: Raw -252420.373014 + Penalty 2567.224882 = -249853.148131
  nChanged 4
		SP:Iteration 37Q (5723.460000 sec): 3 clusters
  Score: Raw -252423.154753 + Penalty 2567.224882 = -249855.929871
  nChanged 3
		SP:Iteration 38Q (5723.460000 sec): 3 clusters
  Score: Raw -252425.404402 + Penalty 2567.224882 = -249858.179520
  nChanged 1
		SP:Iteration 39Q (5723.470000 sec): 3 clusters
  Score: Raw -252426.146620 + Penalty 2567.224882 = -249858.921738
  nChanged 2
		SP:Iteration 40F (5723.480000 sec): 3 clusters
  Score: Raw -252427.414257 + Penalty 2567.224882 = -249860.189375
  nChanged 2
		SP:Iteration 41Q (5723.480000 sec): 3 clusters
  Score: Raw -252428.358492 + Penalty 2567.224882 = -249861.133610
  nChanged 1
		SP:Iteration 42Q (5723.490000 sec): 3 clusters
  Score: Raw -252430.207487 + Penalty 2567.224882 = -249862.982605
  nChanged 5
		SP:Iteration 43Q (5723.500000 sec): 3 clusters
  Score: Raw -252433.429693 + Penalty 2567.224882 = -249866.204811
  nChanged 5
		SP:Iteration 44Q (5723.500000 sec): 3 clusters
  Score: Raw -252436.459999 + Penalty 2567.224882 = -249869.235117
  nChanged 6
		SP:Iteration 45Q (5723.510000 sec): 3 clusters
  Score: Raw -252439.817616 + Penalty 2567.224882 = -249872.592734
  nChanged 3
		SP:Iteration 46Q (5723.510000 sec): 3 clusters
  Score: Raw -252442.502178 + Penalty 2567.224882 = -249875.277296
  nChanged 3
		SP:Iteration 47Q (5723.520000 sec): 3 clusters
  Score: Raw -252445.123997 + Penalty 2567.224882 = -249877.899115
  nChanged 4
		SP:Iteration 48Q (5723.530000 sec): 3 clusters
  Score: Raw -252448.598048 + Penalty 2567.224882 = -249881.373166
  nChanged 5
		SP:Iteration 49Q (5723.530000 sec): 3 clusters
  Score: Raw -252451.619325 + Penalty 2567.224882 = -249884.394443
  nChanged 3
		SP:Iteration 50Q (5723.540000 sec): 3 clusters
  Score: Raw -252454.622159 + Penalty 2567.224882 = -249887.397277
  nChanged 4
		SP:Iteration 51Q (5723.540000 sec): 3 clusters
  Score: Raw -252456.997672 + Penalty 2567.224882 = -249889.772790
  nChanged 3
		SP:Iteration 52Q (5723.550000 sec): 3 clusters
  Score: Raw -252458.529295 + Penalty 2567.224882 = -249891.304413
  nChanged 2
		SP:Iteration 53Q (5723.560000 sec): 3 clusters
  Score: Raw -252459.291150 + Penalty 2567.224882 = -249892.066268
  nChanged 2
		SP:Iteration 54Q (5723.560000 sec): 3 clusters
  Score: Raw -252460.550067 + Penalty 2567.224882 = -249893.325185
  nChanged 2
		SP:Iteration 55Q (5723.570000 sec): 3 clusters
  Score: Raw -252463.109522 + Penalty 2567.224882 = -249895.884640
  nChanged 2
		SP:Iteration 56Q (5723.580000 sec): 3 clusters
  Score: Raw -252464.410503 + Penalty 2567.224882 = -249897.185621
  nChanged 1
		SP:Iteration 57Q (5723.580000 sec): 3 clusters
  Score: Raw -252465.371707 + Penalty 2567.224882 = -249898.146825
  nChanged 1
		SP:Iteration 58Q (5723.590000 sec): 3 clusters
  Score: Raw -252465.807502 + Penalty 2567.224882 = -249898.582620
  nChanged 0
		SP:Iteration 59F (5723.590000 sec): 3 clusters
  Score: Raw -252465.807502 + Penalty 2567.224882 = -249898.582620
  nChanged 0
Iteration 139Q (5736.710000 sec): 94 clusters
  Score: Raw -92181309.131727 + Penalty 208117.626270 = -91973191.505456
  nChanged 3109
Iteration 140F (5814.540000 sec): 94 clusters
  Score: Raw -92183066.912484 + Penalty 208117.626270 = -91974949.286214
  nChanged 3118
Iteration 141Q (5821.960000 sec): 94 clusters
  Score: Raw -92184061.897200 + Penalty 208117.626270 = -91975944.270930
  nChanged 1866
Iteration 142Q (5829.240000 sec): 94 clusters
  Score: Raw -92184585.392756 + Penalty 208117.626270 = -91976467.766486
  nChanged 1435
Iteration 143Q (5836.510000 sec): 94 clusters
  Score: Raw -92184953.540287 + Penalty 208117.626270 = -91976835.914017
  nChanged 1214
Iteration 144Q (5843.900000 sec): 94 clusters
  Score: Raw -92185248.829278 + Penalty 208117.626270 = -91977131.203007
  nChanged 1097
Iteration 145Q (5851.410000 sec): 94 clusters
  Score: Raw -92185523.476682 + Penalty 208117.626270 = -91977405.850412
  nChanged 967
Iteration 146Q (5858.980000 sec): 94 clusters
  Score: Raw -92185759.429435 + Penalty 208117.626270 = -91977641.803164
  nChanged 830
Iteration 147Q (5866.390000 sec): 94 clusters
  Score: Raw -92185951.779991 + Penalty 208117.626270 = -91977834.153720
  nChanged 721
Iteration 148Q (5873.590000 sec): 94 clusters
  Score: Raw -92186119.019155 + Penalty 208117.626270 = -91978001.392885
  nChanged 654
Iteration 149Q (5880.720000 sec): 94 clusters
  Score: Raw -92186259.381326 + Penalty 208117.626270 = -91978141.755056
  nChanged 622
Iteration 150Q (5887.900000 sec): 94 clusters
  Score: Raw -92186396.011552 + Penalty 208117.626270 = -91978278.385281
  nChanged 597
Iteration 151Q (5895.380000 sec): 94 clusters
  Score: Raw -92186534.488576 + Penalty 208117.626270 = -91978416.862306
  nChanged 561
Iteration 152Q (5902.570000 sec): 94 clusters
  Score: Raw -92186680.104997 + Penalty 208117.626270 = -91978562.478727
  nChanged 512
Iteration 153Q (5909.680000 sec): 94 clusters
  Score: Raw -92186824.241488 + Penalty 208117.626270 = -91978706.615218
  nChanged 553
Iteration 154Q (5916.830000 sec): 94 clusters
  Score: Raw -92186970.275125 + Penalty 208117.626270 = -91978852.648855
  nChanged 526
Iteration 155Q (5923.990000 sec): 94 clusters
  Score: Raw -92187127.946378 + Penalty 208117.626270 = -91979010.320107
  nChanged 524
Iteration 156Q (5931.100000 sec): 94 clusters
  Score: Raw -92187261.968387 + Penalty 208117.626270 = -91979144.342117
  nChanged 491
Iteration 157Q (5937.990000 sec): 94 clusters
  Score: Raw -92187369.330635 + Penalty 208117.626270 = -91979251.704365
  nChanged 426
Iteration 158Q (5944.950000 sec): 94 clusters
  Score: Raw -92187466.515589 + Penalty 208117.626270 = -91979348.889319
  nChanged 371
Iteration 159Q (5951.850000 sec): 94 clusters
  Score: Raw -92187549.317341 + Penalty 208117.626270 = -91979431.691071
  nChanged 357
Iteration 160F (6029.830000 sec): 94 clusters
  Score: Raw -92187662.191398 + Penalty 208117.626270 = -91979544.565128
  nChanged 363
Iteration 161Q (6037.240000 sec): 94 clusters
  Score: Raw -92187788.709088 + Penalty 208117.626270 = -91979671.082818
  nChanged 415
Iteration 162Q (6044.600000 sec): 94 clusters
  Score: Raw -92187913.362834 + Penalty 208117.626270 = -91979795.736564
  nChanged 422
Iteration 163Q (6051.980000 sec): 94 clusters
  Score: Raw -92188027.902203 + Penalty 208117.626270 = -91979910.275933
  nChanged 397
Iteration 164Q (6059.200000 sec): 94 clusters
  Score: Raw -92188128.250365 + Penalty 208117.626270 = -91980010.624095
  nChanged 393
Iteration 165Q (6066.420000 sec): 94 clusters
  Score: Raw -92188211.690855 + Penalty 208117.626270 = -91980094.064584
  nChanged 362
Iteration 166Q (6073.560000 sec): 94 clusters
  Score: Raw -92188286.847391 + Penalty 208117.626270 = -91980169.221121
  nChanged 345
Iteration 167Q (6080.600000 sec): 94 clusters
  Score: Raw -92188368.732038 + Penalty 208117.626270 = -91980251.105768
  nChanged 365
Iteration 168Q (6087.660000 sec): 94 clusters
  Score: Raw -92188468.202456 + Penalty 208117.626270 = -91980350.576185
  nChanged 367
Iteration 169Q (6094.780000 sec): 94 clusters
  Score: Raw -92188552.891210 + Penalty 208117.626270 = -91980435.264940
  nChanged 359
Iteration 170Q (6101.840000 sec): 94 clusters
  Score: Raw -92188628.158586 + Penalty 208117.626270 = -91980510.532316
  nChanged 338
Iteration 171Q (6108.940000 sec): 94 clusters
  Score: Raw -92188677.155273 + Penalty 208117.626270 = -91980559.529003
  nChanged 280
Iteration 172Q (6116.040000 sec): 94 clusters
  Score: Raw -92188706.346324 + Penalty 208117.626270 = -91980588.720054
  nChanged 196
Iteration 173Q (6123.100000 sec): 94 clusters
  Score: Raw -92188730.277593 + Penalty 208117.626270 = -91980612.651323
  nChanged 167
Iteration 174Q (6130.300000 sec): 94 clusters
  Score: Raw -92188752.190854 + Penalty 208117.626270 = -91980634.564583
  nChanged 148
Iteration 175Q (6137.400000 sec): 94 clusters
  Score: Raw -92188771.037842 + Penalty 208117.626270 = -91980653.411571
  nChanged 128
Iteration 176Q (6144.500000 sec): 94 clusters
  Score: Raw -92188784.406546 + Penalty 208117.626270 = -91980666.780275
  nChanged 125
Iteration 177Q (6151.590000 sec): 94 clusters
  Score: Raw -92188802.991172 + Penalty 208117.626270 = -91980685.364902
  nChanged 106
Iteration 178Q (6158.690000 sec): 94 clusters
  Score: Raw -92188815.542962 + Penalty 208117.626270 = -91980697.916692
  nChanged 95
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92188815.542962 + Penalty 208117.626270 = -91980697.916692
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6158.930000 sec): 2 clusters
  Score: Raw -2046271.384533 + Penalty 1610.183785 = -2044661.200748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6158.980000 sec): 3 clusters
  Score: Raw -2034150.657985 + Penalty 3220.367570 = -2030930.290415
  nChanged 9152
		SP:Iteration 1F (6159.040000 sec): 3 clusters
  Score: Raw -2039476.433221 + Penalty 3220.367570 = -2036256.065651
  nChanged 1286
		SP:Iteration 2F (6159.100000 sec): 3 clusters
  Score: Raw -2040235.288617 + Penalty 3220.367570 = -2037014.921047
  nChanged 1298
		SP:Iteration 3F (6159.160000 sec): 3 clusters
  Score: Raw -2041078.399477 + Penalty 3220.367570 = -2037858.031907
  nChanged 1358
		SP:Iteration 4F (6159.220000 sec): 3 clusters
  Score: Raw -2041979.302201 + Penalty 3220.367570 = -2038758.934631
  nChanged 1304
		SP:Iteration 5F (6159.280000 sec): 3 clusters
  Score: Raw -2042775.480685 + Penalty 3220.367570 = -2039555.113115
  nChanged 1139
		SP:Iteration 6F (6159.340000 sec): 3 clusters
  Score: Raw -2043416.336914 + Penalty 3220.367570 = -2040195.969344
  nChanged 974
		SP:Iteration 7Q (6159.390000 sec): 3 clusters
  Score: Raw -2043912.717204 + Penalty 3220.367570 = -2040692.349634
  nChanged 794
		SP:Iteration 8Q (6159.450000 sec): 3 clusters
  Score: Raw -2044263.178403 + Penalty 3220.367570 = -2041042.810833
  nChanged 616
		SP:Iteration 9Q (6159.510000 sec): 3 clusters
  Score: Raw -2044534.836640 + Penalty 3220.367570 = -2041314.469070
  nChanged 525
		SP:Iteration 10Q (6159.570000 sec): 3 clusters
  Score: Raw -2044743.579638 + Penalty 3220.367570 = -2041523.212068
  nChanged 437
		SP:Iteration 11Q (6159.630000 sec): 3 clusters
  Score: Raw -2044897.052617 + Penalty 3220.367570 = -2041676.685047
  nChanged 360
		SP:Iteration 12Q (6159.690000 sec): 3 clusters
  Score: Raw -2045031.749820 + Penalty 3220.367570 = -2041811.382250
  nChanged 330
		SP:Iteration 13Q (6159.740000 sec): 3 clusters
  Score: Raw -2045143.434174 + Penalty 3220.367570 = -2041923.066604
  nChanged 270
		SP:Iteration 14Q (6159.800000 sec): 3 clusters
  Score: Raw -2045220.341613 + Penalty 3220.367570 = -2041999.974043
  nChanged 200
		SP:Iteration 15Q (6159.850000 sec): 3 clusters
  Score: Raw -2045275.582902 + Penalty 3220.367570 = -2042055.215332
  nChanged 196
		SP:Iteration 16Q (6159.910000 sec): 3 clusters
  Score: Raw -2045320.960810 + Penalty 3220.367570 = -2042100.593240
  nChanged 173
		SP:Iteration 17Q (6159.970000 sec): 3 clusters
  Score: Raw -2045358.572112 + Penalty 3220.367570 = -2042138.204542
  nChanged 164
		SP:Iteration 18Q (6160.020000 sec): 3 clusters
  Score: Raw -2045388.982777 + Penalty 3220.367570 = -2042168.615207
  nChanged 151
		SP:Iteration 19Q (6160.080000 sec): 3 clusters
  Score: Raw -2045415.982129 + Penalty 3220.367570 = -2042195.614559
  nChanged 138
		SP:Iteration 20F (6160.130000 sec): 3 clusters
  Score: Raw -2045444.463484 + Penalty 3220.367570 = -2042224.095914
  nChanged 137
		SP:Iteration 21Q (6160.190000 sec): 3 clusters
  Score: Raw -2045474.560719 + Penalty 3220.367570 = -2042254.193149
  nChanged 125
		SP:Iteration 22Q (6160.240000 sec): 3 clusters
  Score: Raw -2045498.823252 + Penalty 3220.367570 = -2042278.455682
  nChanged 126
		SP:Iteration 23Q (6160.290000 sec): 3 clusters
  Score: Raw -2045520.941462 + Penalty 3220.367570 = -2042300.573892
  nChanged 117
		SP:Iteration 24Q (6160.340000 sec): 3 clusters
  Score: Raw -2045540.726485 + Penalty 3220.367570 = -2042320.358915
  nChanged 112
		SP:Iteration 25Q (6160.390000 sec): 3 clusters
  Score: Raw -2045558.095070 + Penalty 3220.367570 = -2042337.727500
  nChanged 110
		SP:Iteration 26Q (6160.430000 sec): 3 clusters
  Score: Raw -2045576.798865 + Penalty 3220.367570 = -2042356.431296
  nChanged 109
		SP:Iteration 27Q (6160.480000 sec): 3 clusters
  Score: Raw -2045596.547688 + Penalty 3220.367570 = -2042376.180118
  nChanged 127
		SP:Iteration 28Q (6160.530000 sec): 3 clusters
  Score: Raw -2045620.539346 + Penalty 3220.367570 = -2042400.171776
  nChanged 128
		SP:Iteration 29Q (6160.580000 sec): 3 clusters
  Score: Raw -2045647.599896 + Penalty 3220.367570 = -2042427.232326
  nChanged 136
		SP:Iteration 30Q (6160.630000 sec): 3 clusters
  Score: Raw -2045675.533608 + Penalty 3220.367570 = -2042455.166038
  nChanged 156
		SP:Iteration 31Q (6160.680000 sec): 3 clusters
  Score: Raw -2045711.195466 + Penalty 3220.367570 = -2042490.827896
  nChanged 168
		SP:Iteration 32Q (6160.730000 sec): 3 clusters
  Score: Raw -2045746.475398 + Penalty 3220.367570 = -2042526.107828
  nChanged 155
		SP:Iteration 33Q (6160.780000 sec): 3 clusters
  Score: Raw -2045780.766564 + Penalty 3220.367570 = -2042560.398994
  nChanged 155
		SP:Iteration 34Q (6160.830000 sec): 3 clusters
  Score: Raw -2045814.398146 + Penalty 3220.367570 = -2042594.030576
  nChanged 167
		SP:Iteration 35Q (6160.880000 sec): 3 clusters
  Score: Raw -2045853.310290 + Penalty 3220.367570 = -2042632.942720
  nChanged 170
		SP:Iteration 36Q (6160.930000 sec): 3 clusters
  Score: Raw -2045893.532088 + Penalty 3220.367570 = -2042673.164518
  nChanged 173
		SP:Iteration 37Q (6160.970000 sec): 3 clusters
  Score: Raw -2045932.949477 + Penalty 3220.367570 = -2042712.581907
  nChanged 168
		SP:Iteration 38Q (6161.020000 sec): 3 clusters
  Score: Raw -2045975.382171 + Penalty 3220.367570 = -2042755.014602
  nChanged 166
		SP:Iteration 39Q (6161.070000 sec): 3 clusters
  Score: Raw -2046018.622440 + Penalty 3220.367570 = -2042798.254870
  nChanged 171
		SP:Iteration 40F (6161.120000 sec): 3 clusters
  Score: Raw -2046069.634883 + Penalty 3220.367570 = -2042849.267313
  nChanged 193
		SP:Iteration 41Q (6161.170000 sec): 3 clusters
  Score: Raw -2046135.067748 + Penalty 3220.367570 = -2042914.700178
  nChanged 201
		SP:Iteration 42Q (6161.220000 sec): 3 clusters
  Score: Raw -2046200.342060 + Penalty 3220.367570 = -2042979.974490
  nChanged 196
		SP:Iteration 43Q (6161.260000 sec): 3 clusters
  Score: Raw -2046262.700408 + Penalty 3220.367570 = -2043042.332838
  nChanged 199
		SP:Iteration 44Q (6161.310000 sec): 3 clusters
  Score: Raw -2046334.586962 + Penalty 3220.367570 = -2043114.219393
  nChanged 201
		SP:Iteration 45Q (6161.360000 sec): 3 clusters
  Score: Raw -2046416.193523 + Penalty 3220.367570 = -2043195.825953
  nChanged 223
		SP:Iteration 46Q (6161.410000 sec): 3 clusters
  Score: Raw -2046523.285436 + Penalty 3220.367570 = -2043302.917866
  nChanged 241
		SP:Iteration 47Q (6161.450000 sec): 3 clusters
  Score: Raw -2046657.669504 + Penalty 3220.367570 = -2043437.301934
  nChanged 252
		SP:Iteration 48Q (6161.500000 sec): 3 clusters
  Score: Raw -2046809.257276 + Penalty 3220.367570 = -2043588.889706
  nChanged 232
		SP:Iteration 49Q (6161.540000 sec): 3 clusters
  Score: Raw -2046960.431323 + Penalty 3220.367570 = -2043740.063753
  nChanged 225
		SP:Iteration 50Q (6161.590000 sec): 3 clusters
  Score: Raw -2047111.730348 + Penalty 3220.367570 = -2043891.362778
  nChanged 208
		SP:Iteration 51Q (6161.630000 sec): 3 clusters
  Score: Raw -2047245.415236 + Penalty 3220.367570 = -2044025.047666
  nChanged 166
		SP:Iteration 52Q (6161.670000 sec): 3 clusters
  Score: Raw -2047336.684496 + Penalty 3220.367570 = -2044116.316926
  nChanged 130
		SP:Iteration 53Q (6161.720000 sec): 3 clusters
  Score: Raw -2047399.829960 + Penalty 3220.367570 = -2044179.462390
  nChanged 108
		SP:Iteration 54Q (6161.760000 sec): 3 clusters
  Score: Raw -2047452.574591 + Penalty 3220.367570 = -2044232.207021
  nChanged 102
		SP:Iteration 55Q (6161.800000 sec): 3 clusters
  Score: Raw -2047489.093936 + Penalty 3220.367570 = -2044268.726367
  nChanged 68
		SP:Iteration 56Q (6161.840000 sec): 3 clusters
  Score: Raw -2047509.269623 + Penalty 3220.367570 = -2044288.902053
  nChanged 55
		SP:Iteration 57Q (6161.880000 sec): 3 clusters
  Score: Raw -2047525.512902 + Penalty 3220.367570 = -2044305.145332
  nChanged 48
		SP:Iteration 58Q (6161.930000 sec): 3 clusters
  Score: Raw -2047538.931836 + Penalty 3220.367570 = -2044318.564266
  nChanged 49
		SP:Iteration 59Q (6161.970000 sec): 3 clusters
  Score: Raw -2047551.708068 + Penalty 3220.367570 = -2044331.340498
  nChanged 33
		SP:Iteration 60F (6162.020000 sec): 3 clusters
  Score: Raw -2047561.637980 + Penalty 3220.367570 = -2044341.270410
  nChanged 30
		SP:Iteration 61Q (6162.070000 sec): 3 clusters
  Score: Raw -2047568.974512 + Penalty 3220.367570 = -2044348.606942
  nChanged 23
		SP:Iteration 62Q (6162.110000 sec): 3 clusters
  Score: Raw -2047574.731174 + Penalty 3220.367570 = -2044354.363604
  nChanged 22
		SP:Iteration 63Q (6162.150000 sec): 3 clusters
  Score: Raw -2047580.257521 + Penalty 3220.367570 = -2044359.889951
  nChanged 27
		SP:Iteration 64Q (6162.190000 sec): 3 clusters
  Score: Raw -2047586.335627 + Penalty 3220.367570 = -2044365.968057
  nChanged 24
		SP:Iteration 65Q (6162.230000 sec): 3 clusters
  Score: Raw -2047593.105216 + Penalty 3220.367570 = -2044372.737646
  nChanged 22
		SP:Iteration 66Q (6162.270000 sec): 3 clusters
  Score: Raw -2047599.954124 + Penalty 3220.367570 = -2044379.586554
  nChanged 26
		SP:Iteration 67Q (6162.320000 sec): 3 clusters
  Score: Raw -2047608.732804 + Penalty 3220.367570 = -2044388.365234
  nChanged 27
		SP:Iteration 68Q (6162.360000 sec): 3 clusters
  Score: Raw -2047615.153921 + Penalty 3220.367570 = -2044394.786351
  nChanged 25
		SP:Iteration 69Q (6162.410000 sec): 3 clusters
  Score: Raw -2047620.545792 + Penalty 3220.367570 = -2044400.178222
  nChanged 17
		SP:Iteration 70Q (6162.450000 sec): 3 clusters
  Score: Raw -2047624.046953 + Penalty 3220.367570 = -2044403.679383
  nChanged 14
		SP:Iteration 71Q (6162.490000 sec): 3 clusters
  Score: Raw -2047627.574716 + Penalty 3220.367570 = -2044407.207146
  nChanged 17
		SP:Iteration 72Q (6162.530000 sec): 3 clusters
  Score: Raw -2047632.083328 + Penalty 3220.367570 = -2044411.715758
  nChanged 17
		SP:Iteration 73Q (6162.570000 sec): 3 clusters
  Score: Raw -2047634.298913 + Penalty 3220.367570 = -2044413.931343
  nChanged 11
		SP:Iteration 74Q (6162.610000 sec): 3 clusters
  Score: Raw -2047636.034873 + Penalty 3220.367570 = -2044415.667303
  nChanged 12
		SP:Iteration 75Q (6162.660000 sec): 3 clusters
  Score: Raw -2047638.562167 + Penalty 3220.367570 = -2044418.194597
  nChanged 17
		SP:Iteration 76Q (6162.700000 sec): 3 clusters
  Score: Raw -2047641.340925 + Penalty 3220.367570 = -2044420.973355
  nChanged 18
		SP:Iteration 77Q (6162.740000 sec): 3 clusters
  Score: Raw -2047644.992888 + Penalty 3220.367570 = -2044424.625318
  nChanged 22
		SP:Iteration 78Q (6162.780000 sec): 3 clusters
  Score: Raw -2047650.795553 + Penalty 3220.367570 = -2044430.427983
  nChanged 25
		SP:Iteration 79Q (6162.830000 sec): 3 clusters
  Score: Raw -2047657.476585 + Penalty 3220.367570 = -2044437.109015
  nChanged 31
		SP:Iteration 80F (6162.880000 sec): 3 clusters
  Score: Raw -2047664.015108 + Penalty 3220.367570 = -2044443.647538
  nChanged 33
		SP:Iteration 81Q (6162.920000 sec): 3 clusters
  Score: Raw -2047671.292133 + Penalty 3220.367570 = -2044450.924563
  nChanged 30
		SP:Iteration 82Q (6162.960000 sec): 3 clusters
  Score: Raw -2047680.302300 + Penalty 3220.367570 = -2044459.934730
  nChanged 36
		SP:Iteration 83Q (6163.000000 sec): 3 clusters
  Score: Raw -2047691.824792 + Penalty 3220.367570 = -2044471.457222
  nChanged 31
		SP:Iteration 84Q (6163.050000 sec): 3 clusters
  Score: Raw -2047698.216062 + Penalty 3220.367570 = -2044477.848492
  nChanged 23
		SP:Iteration 85Q (6163.090000 sec): 3 clusters
  Score: Raw -2047701.683414 + Penalty 3220.367570 = -2044481.315844
  nChanged 18
		SP:Iteration 86Q (6163.130000 sec): 3 clusters
  Score: Raw -2047704.127723 + Penalty 3220.367570 = -2044483.760153
  nChanged 17
		SP:Iteration 87Q (6163.180000 sec): 3 clusters
  Score: Raw -2047705.613677 + Penalty 3220.367570 = -2044485.246108
  nChanged 12
		SP:Iteration 88Q (6163.220000 sec): 3 clusters
  Score: Raw -2047707.009675 + Penalty 3220.367570 = -2044486.642105
  nChanged 7
		SP:Iteration 89Q (6163.260000 sec): 3 clusters
  Score: Raw -2047707.613778 + Penalty 3220.367570 = -2044487.246208
  nChanged 10
		SP:Iteration 90Q (6163.300000 sec): 3 clusters
  Score: Raw -2047708.374848 + Penalty 3220.367570 = -2044488.007278
  nChanged 3
		SP:Iteration 91Q (6163.350000 sec): 3 clusters
  Score: Raw -2047708.785120 + Penalty 3220.367570 = -2044488.417550
  nChanged 4
		SP:Iteration 92Q (6163.390000 sec): 3 clusters
  Score: Raw -2047709.236875 + Penalty 3220.367570 = -2044488.869305
  nChanged 6
		SP:Iteration 93Q (6163.430000 sec): 3 clusters
  Score: Raw -2047709.703175 + Penalty 3220.367570 = -2044489.335605
  nChanged 2
		SP:Iteration 94Q (6163.470000 sec): 3 clusters
  Score: Raw -2047709.977380 + Penalty 3220.367570 = -2044489.609810
  nChanged 3
		SP:Iteration 95Q (6163.510000 sec): 3 clusters
  Score: Raw -2047710.290130 + Penalty 3220.367570 = -2044489.922560
  nChanged 4
		SP:Iteration 96Q (6163.550000 sec): 3 clusters
  Score: Raw -2047710.596690 + Penalty 3220.367570 = -2044490.229120
  nChanged 1
		SP:Iteration 97Q (6163.600000 sec): 3 clusters
  Score: Raw -2047710.636882 + Penalty 3220.367570 = -2044490.269312
  nChanged 0
		SP:Iteration 98F (6163.650000 sec): 3 clusters
  Score: Raw -2047710.636882 + Penalty 3220.367570 = -2044490.269312
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.670000 sec): 2 clusters
  Score: Raw -21563.974861 + Penalty 895.275605 = -20668.699257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.670000 sec): 3 clusters
  Score: Raw -21696.958937 + Penalty 1790.551209 = -19906.407727
  nChanged 40
		SP:Iteration 1F (6163.670000 sec): 3 clusters
  Score: Raw -21800.062411 + Penalty 1790.551209 = -20009.511202
  nChanged 11
		SP:Iteration 2Q (6163.670000 sec): 3 clusters
  Score: Raw -21830.681061 + Penalty 1790.551209 = -20040.129852
  nChanged 7
		SP:Iteration 3Q (6163.670000 sec): 3 clusters
  Score: Raw -21845.810745 + Penalty 1790.551209 = -20055.259536
  nChanged 5
		SP:Iteration 4Q (6163.670000 sec): 3 clusters
  Score: Raw -21859.491566 + Penalty 1790.551209 = -20068.940356
  nChanged 1
		SP:Iteration 5Q (6163.670000 sec): 3 clusters
  Score: Raw -21862.445009 + Penalty 1790.551209 = -20071.893800
  nChanged 0
		SP:Iteration 6F (6163.670000 sec): 3 clusters
  Score: Raw -21862.445009 + Penalty 1790.551209 = -20071.893800
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.820000 sec): 2 clusters
  Score: Raw -4134547.805208 + Penalty 1721.220244 = -4132826.584964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.930000 sec): 3 clusters
  Score: Raw -4109567.117867 + Penalty 3442.440488 = -4106124.677380
  nChanged 18505
		SP:Iteration 1F (6164.040000 sec): 3 clusters
  Score: Raw -4119890.047736 + Penalty 3442.440488 = -4116447.607248
  nChanged 1431
		SP:Iteration 2Q (6164.160000 sec): 3 clusters
  Score: Raw -4120287.565190 + Penalty 3442.440488 = -4116845.124703
  nChanged 1439
		SP:Iteration 3Q (6164.270000 sec): 3 clusters
  Score: Raw -4120728.800512 + Penalty 3442.440488 = -4117286.360025
  nChanged 1578
		SP:Iteration 4Q (6164.380000 sec): 3 clusters
  Score: Raw -4121257.347402 + Penalty 3442.440488 = -4117814.906914
  nChanged 1590
		SP:Iteration 5Q (6164.490000 sec): 3 clusters
  Score: Raw -4121848.334324 + Penalty 3442.440488 = -4118405.893836
  nChanged 1758
		SP:Iteration 6Q (6164.600000 sec): 3 clusters
  Score: Raw -4122583.211057 + Penalty 3442.440488 = -4119140.770570
  nChanged 1825
		SP:Iteration 7Q (6164.720000 sec): 3 clusters
  Score: Raw -4123477.310832 + Penalty 3442.440488 = -4120034.870344
  nChanged 2061
		SP:Iteration 8F (6164.820000 sec): 3 clusters
  Score: Raw -4124678.601877 + Penalty 3442.440488 = -4121236.161389
  nChanged 2220
		SP:Iteration 9F (6164.930000 sec): 3 clusters
  Score: Raw -4126228.216211 + Penalty 3442.440488 = -4122785.775723
  nChanged 2281
		SP:Iteration 10F (6165.040000 sec): 3 clusters
  Score: Raw -4127840.954417 + Penalty 3442.440488 = -4124398.513929
  nChanged 1920
		SP:Iteration 11Q (6165.150000 sec): 3 clusters
  Score: Raw -4128820.405506 + Penalty 3442.440488 = -4125377.965018
  nChanged 1270
		SP:Iteration 12Q (6165.260000 sec): 3 clusters
  Score: Raw -4129272.878839 + Penalty 3442.440488 = -4125830.438351
  nChanged 837
		SP:Iteration 13Q (6165.360000 sec): 3 clusters
  Score: Raw -4129531.342481 + Penalty 3442.440488 = -4126088.901994
  nChanged 665
		SP:Iteration 14Q (6165.470000 sec): 3 clusters
  Score: Raw -4129759.749809 + Penalty 3442.440488 = -4126317.309321
  nChanged 608
		SP:Iteration 15Q (6165.580000 sec): 3 clusters
  Score: Raw -4129972.326190 + Penalty 3442.440488 = -4126529.885702
  nChanged 600
		SP:Iteration 16Q (6165.680000 sec): 3 clusters
  Score: Raw -4130196.748449 + Penalty 3442.440488 = -4126754.307961
  nChanged 607
		SP:Iteration 17Q (6165.780000 sec): 3 clusters
  Score: Raw -4130407.009129 + Penalty 3442.440488 = -4126964.568641
  nChanged 616
		SP:Iteration 18Q (6165.890000 sec): 3 clusters
  Score: Raw -4130635.236504 + Penalty 3442.440488 = -4127192.796016
  nChanged 612
		SP:Iteration 19Q (6165.990000 sec): 3 clusters
  Score: Raw -4130880.202996 + Penalty 3442.440488 = -4127437.762509
  nChanged 648
		SP:Iteration 20F (6166.100000 sec): 3 clusters
  Score: Raw -4131142.422900 + Penalty 3442.440488 = -4127699.982412
  nChanged 630
		SP:Iteration 21Q (6166.200000 sec): 3 clusters
  Score: Raw -4131378.460194 + Penalty 3442.440488 = -4127936.019706
  nChanged 611
		SP:Iteration 22Q (6166.300000 sec): 3 clusters
  Score: Raw -4131624.295659 + Penalty 3442.440488 = -4128181.855171
  nChanged 624
		SP:Iteration 23Q (6166.400000 sec): 3 clusters
  Score: Raw -4131858.682450 + Penalty 3442.440488 = -4128416.241962
  nChanged 572
		SP:Iteration 24Q (6166.500000 sec): 3 clusters
  Score: Raw -4132066.360039 + Penalty 3442.440488 = -4128623.919551
  nChanged 574
		SP:Iteration 25Q (6166.600000 sec): 3 clusters
  Score: Raw -4132270.496944 + Penalty 3442.440488 = -4128828.056456
  nChanged 545
		SP:Iteration 26Q (6166.700000 sec): 3 clusters
  Score: Raw -4132449.000405 + Penalty 3442.440488 = -4129006.559918
  nChanged 499
		SP:Iteration 27Q (6166.800000 sec): 3 clusters
  Score: Raw -4132602.401810 + Penalty 3442.440488 = -4129159.961322
  nChanged 491
		SP:Iteration 28Q (6166.890000 sec): 3 clusters
  Score: Raw -4132755.718223 + Penalty 3442.440488 = -4129313.277736
  nChanged 467
		SP:Iteration 29Q (6166.990000 sec): 3 clusters
  Score: Raw -4132890.512077 + Penalty 3442.440488 = -4129448.071589
  nChanged 430
		SP:Iteration 30Q (6167.080000 sec): 3 clusters
  Score: Raw -4133007.339449 + Penalty 3442.440488 = -4129564.898961
  nChanged 411
		SP:Iteration 31Q (6167.180000 sec): 3 clusters
  Score: Raw -4133116.536946 + Penalty 3442.440488 = -4129674.096458
  nChanged 416
		SP:Iteration 32Q (6167.270000 sec): 3 clusters
  Score: Raw -4133239.077119 + Penalty 3442.440488 = -4129796.636632
  nChanged 402
		SP:Iteration 33Q (6167.360000 sec): 3 clusters
  Score: Raw -4133343.536156 + Penalty 3442.440488 = -4129901.095669
  nChanged 364
		SP:Iteration 34Q (6167.460000 sec): 3 clusters
  Score: Raw -4133443.368821 + Penalty 3442.440488 = -4130000.928333
  nChanged 328
		SP:Iteration 35Q (6167.550000 sec): 3 clusters
  Score: Raw -4133534.284208 + Penalty 3442.440488 = -4130091.843720
  nChanged 340
		SP:Iteration 36Q (6167.640000 sec): 3 clusters
  Score: Raw -4133624.983233 + Penalty 3442.440488 = -4130182.542745
  nChanged 319
		SP:Iteration 37Q (6167.730000 sec): 3 clusters
  Score: Raw -4133697.906552 + Penalty 3442.440488 = -4130255.466064
  nChanged 280
		SP:Iteration 38Q (6167.820000 sec): 3 clusters
  Score: Raw -4133759.626033 + Penalty 3442.440488 = -4130317.185545
  nChanged 249
		SP:Iteration 39Q (6167.910000 sec): 3 clusters
  Score: Raw -4133811.761426 + Penalty 3442.440488 = -4130369.320939
  nChanged 238
		SP:Iteration 40F (6168.020000 sec): 3 clusters
  Score: Raw -4133863.586370 + Penalty 3442.440488 = -4130421.145883
  nChanged 241
		SP:Iteration 41Q (6168.100000 sec): 3 clusters
  Score: Raw -4133920.711442 + Penalty 3442.440488 = -4130478.270954
  nChanged 227
		SP:Iteration 42Q (6168.200000 sec): 3 clusters
  Score: Raw -4133974.325172 + Penalty 3442.440488 = -4130531.884685
  nChanged 224
		SP:Iteration 43Q (6168.280000 sec): 3 clusters
  Score: Raw -4134026.766714 + Penalty 3442.440488 = -4130584.326226
  nChanged 210
		SP:Iteration 44Q (6168.370000 sec): 3 clusters
  Score: Raw -4134075.899007 + Penalty 3442.440488 = -4130633.458519
  nChanged 204
		SP:Iteration 45Q (6168.460000 sec): 3 clusters
  Score: Raw -4134125.344903 + Penalty 3442.440488 = -4130682.904415
  nChanged 217
		SP:Iteration 46Q (6168.540000 sec): 3 clusters
  Score: Raw -4134178.288294 + Penalty 3442.440488 = -4130735.847806
  nChanged 214
		SP:Iteration 47Q (6168.630000 sec): 3 clusters
  Score: Raw -4134228.681050 + Penalty 3442.440488 = -4130786.240563
  nChanged 186
		SP:Iteration 48Q (6168.720000 sec): 3 clusters
  Score: Raw -4134275.494143 + Penalty 3442.440488 = -4130833.053655
  nChanged 200
		SP:Iteration 49Q (6168.810000 sec): 3 clusters
  Score: Raw -4134326.665150 + Penalty 3442.440488 = -4130884.224662
  nChanged 203
		SP:Iteration 50Q (6168.900000 sec): 3 clusters
  Score: Raw -4134378.591363 + Penalty 3442.440488 = -4130936.150875
  nChanged 198
		SP:Iteration 51Q (6168.980000 sec): 3 clusters
  Score: Raw -4134434.111669 + Penalty 3442.440488 = -4130991.671182
  nChanged 153
		SP:Iteration 52Q (6169.060000 sec): 3 clusters
  Score: Raw -4134470.350170 + Penalty 3442.440488 = -4131027.909682
  nChanged 146
		SP:Iteration 53Q (6169.150000 sec): 3 clusters
  Score: Raw -4134504.394184 + Penalty 3442.440488 = -4131061.953696
  nChanged 141
		SP:Iteration 54Q (6169.230000 sec): 3 clusters
  Score: Raw -4134539.618095 + Penalty 3442.440488 = -4131097.177607
  nChanged 127
		SP:Iteration 55Q (6169.310000 sec): 3 clusters
  Score: Raw -4134571.877560 + Penalty 3442.440488 = -4131129.437073
  nChanged 112
		SP:Iteration 56Q (6169.400000 sec): 3 clusters
  Score: Raw -4134598.027969 + Penalty 3442.440488 = -4131155.587482
  nChanged 104
		SP:Iteration 57Q (6169.480000 sec): 3 clusters
  Score: Raw -4134622.956352 + Penalty 3442.440488 = -4131180.515864
  nChanged 86
		SP:Iteration 58Q (6169.560000 sec): 3 clusters
  Score: Raw -4134643.706412 + Penalty 3442.440488 = -4131201.265925
  nChanged 94
		SP:Iteration 59Q (6169.640000 sec): 3 clusters
  Score: Raw -4134665.783052 + Penalty 3442.440488 = -4131223.342564
  nChanged 84
		SP:Iteration 60F (6169.750000 sec): 3 clusters
  Score: Raw -4134682.668809 + Penalty 3442.440488 = -4131240.228321
  nChanged 75
		SP:Iteration 61Q (6169.830000 sec): 3 clusters
  Score: Raw -4134696.685065 + Penalty 3442.440488 = -4131254.244577
  nChanged 60
		SP:Iteration 62Q (6169.920000 sec): 3 clusters
  Score: Raw -4134709.903223 + Penalty 3442.440488 = -4131267.462735
  nChanged 62
		SP:Iteration 63Q (6170.000000 sec): 3 clusters
  Score: Raw -4134722.443307 + Penalty 3442.440488 = -4131280.002819
  nChanged 56
		SP:Iteration 64Q (6170.080000 sec): 3 clusters
  Score: Raw -4134732.734347 + Penalty 3442.440488 = -4131290.293859
  nChanged 36
		SP:Iteration 65Q (6170.160000 sec): 3 clusters
  Score: Raw -4134738.262550 + Penalty 3442.440488 = -4131295.822063
  nChanged 34
		SP:Iteration 66Q (6170.240000 sec): 3 clusters
  Score: Raw -4134743.120754 + Penalty 3442.440488 = -4131300.680266
  nChanged 24
		SP:Iteration 67Q (6170.320000 sec): 3 clusters
  Score: Raw -4134747.351676 + Penalty 3442.440488 = -4131304.911189
  nChanged 23
		SP:Iteration 68Q (6170.400000 sec): 3 clusters
  Score: Raw -4134751.217988 + Penalty 3442.440488 = -4131308.777500
  nChanged 25
		SP:Iteration 69Q (6170.480000 sec): 3 clusters
  Score: Raw -4134754.806940 + Penalty 3442.440488 = -4131312.366453
  nChanged 26
		SP:Iteration 70Q (6170.560000 sec): 3 clusters
  Score: Raw -4134758.558067 + Penalty 3442.440488 = -4131316.117580
  nChanged 22
		SP:Iteration 71Q (6170.640000 sec): 3 clusters
  Score: Raw -4134761.947979 + Penalty 3442.440488 = -4131319.507491
  nChanged 27
		SP:Iteration 72Q (6170.720000 sec): 3 clusters
  Score: Raw -4134765.755153 + Penalty 3442.440488 = -4131323.314665
  nChanged 19
		SP:Iteration 73Q (6170.800000 sec): 3 clusters
  Score: Raw -4134768.104489 + Penalty 3442.440488 = -4131325.664001
  nChanged 18
		SP:Iteration 74Q (6170.880000 sec): 3 clusters
  Score: Raw -4134770.295176 + Penalty 3442.440488 = -4131327.854688
  nChanged 11
		SP:Iteration 75Q (6170.960000 sec): 3 clusters
  Score: Raw -4134771.480317 + Penalty 3442.440488 = -4131329.039829
  nChanged 7
		SP:Iteration 76Q (6171.040000 sec): 3 clusters
  Score: Raw -4134772.033874 + Penalty 3442.440488 = -4131329.593386
  nChanged 5
		SP:Iteration 77Q (6171.120000 sec): 3 clusters
  Score: Raw -4134772.478829 + Penalty 3442.440488 = -4131330.038341
  nChanged 4
		SP:Iteration 78Q (6171.200000 sec): 3 clusters
  Score: Raw -4134772.720450 + Penalty 3442.440488 = -4131330.279962
  nChanged 5
		SP:Iteration 79Q (6171.280000 sec): 3 clusters
  Score: Raw -4134773.179294 + Penalty 3442.440488 = -4131330.738807
  nChanged 5
		SP:Iteration 80F (6171.390000 sec): 3 clusters
  Score: Raw -4134773.529641 + Penalty 3442.440488 = -4131331.089154
  nChanged 4
		SP:Iteration 81Q (6171.470000 sec): 3 clusters
  Score: Raw -4134773.945375 + Penalty 3442.440488 = -4131331.504887
  nChanged 7
		SP:Iteration 82Q (6171.550000 sec): 3 clusters
  Score: Raw -4134774.900552 + Penalty 3442.440488 = -4131332.460064
  nChanged 9
		SP:Iteration 83Q (6171.640000 sec): 3 clusters
  Score: Raw -4134776.039410 + Penalty 3442.440488 = -4131333.598922
  nChanged 6
		SP:Iteration 84Q (6171.720000 sec): 3 clusters
  Score: Raw -4134776.842044 + Penalty 3442.440488 = -4131334.401556
  nChanged 10
		SP:Iteration 85Q (6171.800000 sec): 3 clusters
  Score: Raw -4134778.074276 + Penalty 3442.440488 = -4131335.633789
  nChanged 8
		SP:Iteration 86Q (6171.880000 sec): 3 clusters
  Score: Raw -4134779.406868 + Penalty 3442.440488 = -4131336.966381
  nChanged 8
		SP:Iteration 87Q (6171.960000 sec): 3 clusters
  Score: Raw -4134780.371595 + Penalty 3442.440488 = -4131337.931107
  nChanged 3
		SP:Iteration 88Q (6172.040000 sec): 3 clusters
  Score: Raw -4134780.637108 + Penalty 3442.440488 = -4131338.196620
  nChanged 4
		SP:Iteration 89Q (6172.120000 sec): 3 clusters
  Score: Raw -4134781.000046 + Penalty 3442.440488 = -4131338.559559
  nChanged 5
		SP:Iteration 90Q (6172.200000 sec): 3 clusters
  Score: Raw -4134781.463984 + Penalty 3442.440488 = -4131339.023496
  nChanged 4
		SP:Iteration 91Q (6172.280000 sec): 3 clusters
  Score: Raw -4134781.828770 + Penalty 3442.440488 = -4131339.388283
  nChanged 5
		SP:Iteration 92Q (6172.360000 sec): 3 clusters
  Score: Raw -4134782.460208 + Penalty 3442.440488 = -4131340.019721
  nChanged 7
		SP:Iteration 93Q (6172.440000 sec): 3 clusters
  Score: Raw -4134783.359326 + Penalty 3442.440488 = -4131340.918838
  nChanged 8
		SP:Iteration 94Q (6172.520000 sec): 3 clusters
  Score: Raw -4134784.135723 + Penalty 3442.440488 = -4131341.695235
  nChanged 7
		SP:Iteration 95Q (6172.600000 sec): 3 clusters
  Score: Raw -4134784.827839 + Penalty 3442.440488 = -4131342.387351
  nChanged 6
		SP:Iteration 96Q (6172.680000 sec): 3 clusters
  Score: Raw -4134785.532781 + Penalty 3442.440488 = -4131343.092293
  nChanged 5
		SP:Iteration 97Q (6172.760000 sec): 3 clusters
  Score: Raw -4134786.491266 + Penalty 3442.440488 = -4131344.050778
  nChanged 10
		SP:Iteration 98Q (6172.840000 sec): 3 clusters
  Score: Raw -4134788.473855 + Penalty 3442.440488 = -4131346.033368
  nChanged 12
		SP:Iteration 99Q (6172.920000 sec): 3 clusters
  Score: Raw -4134790.892309 + Penalty 3442.440488 = -4131348.451822
  nChanged 10
		SP:Iteration 100F (6173.020000 sec): 3 clusters
  Score: Raw -4134792.189794 + Penalty 3442.440488 = -4131349.749306
  nChanged 10
		SP:Iteration 101Q (6173.100000 sec): 3 clusters
  Score: Raw -4134793.641643 + Penalty 3442.440488 = -4131351.201155
  nChanged 3
		SP:Iteration 102Q (6173.180000 sec): 3 clusters
  Score: Raw -4134794.066403 + Penalty 3442.440488 = -4131351.625916
  nChanged 6
		SP:Iteration 103Q (6173.260000 sec): 3 clusters
  Score: Raw -4134794.746322 + Penalty 3442.440488 = -4131352.305835
  nChanged 8
		SP:Iteration 104Q (6173.340000 sec): 3 clusters
  Score: Raw -4134795.887387 + Penalty 3442.440488 = -4131353.446900
  nChanged 11
		SP:Iteration 105Q (6173.420000 sec): 3 clusters
  Score: Raw -4134797.345301 + Penalty 3442.440488 = -4131354.904814
  nChanged 11
		SP:Iteration 106Q (6173.500000 sec): 3 clusters
  Score: Raw -4134799.211783 + Penalty 3442.440488 = -4131356.771295
  nChanged 12
		SP:Iteration 107Q (6173.580000 sec): 3 clusters
  Score: Raw -4134800.943493 + Penalty 3442.440488 = -4131358.503006
  nChanged 15
		SP:Iteration 108Q (6173.660000 sec): 3 clusters
  Score: Raw -4134803.429176 + Penalty 3442.440488 = -4131360.988689
  nChanged 13
		SP:Iteration 109Q (6173.740000 sec): 3 clusters
  Score: Raw -4134805.451748 + Penalty 3442.440488 = -4131363.011260
  nChanged 11
		SP:Iteration 110Q (6173.820000 sec): 3 clusters
  Score: Raw -4134806.761530 + Penalty 3442.440488 = -4131364.321042
  nChanged 15
		SP:Iteration 111Q (6173.900000 sec): 3 clusters
  Score: Raw -4134808.846548 + Penalty 3442.440488 = -4131366.406060
  nChanged 17
		SP:Iteration 112Q (6173.980000 sec): 3 clusters
  Score: Raw -4134811.471892 + Penalty 3442.440488 = -4131369.031404
  nChanged 11
		SP:Iteration 113Q (6174.060000 sec): 3 clusters
  Score: Raw -4134813.046723 + Penalty 3442.440488 = -4131370.606235
  nChanged 9
		SP:Iteration 114Q (6174.140000 sec): 3 clusters
  Score: Raw -4134814.835134 + Penalty 3442.440488 = -4131372.394646
  nChanged 12
		SP:Iteration 115Q (6174.220000 sec): 3 clusters
  Score: Raw -4134816.955383 + Penalty 3442.440488 = -4131374.514895
  nChanged 10
		SP:Iteration 116Q (6174.300000 sec): 3 clusters
  Score: Raw -4134818.581043 + Penalty 3442.440488 = -4131376.140556
  nChanged 10
		SP:Iteration 117Q (6174.380000 sec): 3 clusters
  Score: Raw -4134820.235284 + Penalty 3442.440488 = -4131377.794796
  nChanged 11
		SP:Iteration 118Q (6174.460000 sec): 3 clusters
  Score: Raw -4134821.891766 + Penalty 3442.440488 = -4131379.451278
  nChanged 4
		SP:Iteration 119Q (6174.540000 sec): 3 clusters
  Score: Raw -4134822.479444 + Penalty 3442.440488 = -4131380.038956
  nChanged 5
		SP:Iteration 120F (6174.640000 sec): 3 clusters
  Score: Raw -4134823.042954 + Penalty 3442.440488 = -4131380.602466
  nChanged 5
		SP:Iteration 121Q (6174.720000 sec): 3 clusters
  Score: Raw -4134823.508356 + Penalty 3442.440488 = -4131381.067868
  nChanged 4
		SP:Iteration 122Q (6174.800000 sec): 3 clusters
  Score: Raw -4134824.190779 + Penalty 3442.440488 = -4131381.750292
  nChanged 9
		SP:Iteration 123Q (6174.880000 sec): 3 clusters
  Score: Raw -4134824.994917 + Penalty 3442.440488 = -4131382.554429
  nChanged 4
		SP:Iteration 124Q (6174.960000 sec): 3 clusters
  Score: Raw -4134825.662535 + Penalty 3442.440488 = -4131383.222047
  nChanged 2
		SP:Iteration 125Q (6175.040000 sec): 3 clusters
  Score: Raw -4134826.009611 + Penalty 3442.440488 = -4131383.569124
  nChanged 1
		SP:Iteration 126Q (6175.120000 sec): 3 clusters
  Score: Raw -4134826.198125 + Penalty 3442.440488 = -4131383.757637
  nChanged 4
		SP:Iteration 127Q (6175.200000 sec): 3 clusters
  Score: Raw -4134826.633243 + Penalty 3442.440488 = -4131384.192755
  nChanged 1
		SP:Iteration 128Q (6175.280000 sec): 3 clusters
  Score: Raw -4134826.746553 + Penalty 3442.440488 = -4131384.306065
  nChanged 0
		SP:Iteration 129F (6175.390000 sec): 3 clusters
  Score: Raw -4134826.746553 + Penalty 3442.440488 = -4131384.306065
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6175.440000 sec): 2 clusters
  Score: Raw -1221565.243194 + Penalty 1524.181212 = -1220041.061982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6175.480000 sec): 3 clusters
  Score: Raw -1214742.499208 + Penalty 3048.362424 = -1211694.136784
  nChanged 5171
		SP:Iteration 1F (6175.500000 sec): 3 clusters
  Score: Raw -1217460.242887 + Penalty 3048.362424 = -1214411.880463
  nChanged 633
		SP:Iteration 2F (6175.540000 sec): 3 clusters
  Score: Raw -1217679.225469 + Penalty 3048.362424 = -1214630.863045
  nChanged 497
		SP:Iteration 3Q (6175.570000 sec): 3 clusters
  Score: Raw -1217824.248204 + Penalty 3048.362424 = -1214775.885780
  nChanged 386
		SP:Iteration 4Q (6175.600000 sec): 3 clusters
  Score: Raw -1217946.930564 + Penalty 3048.362424 = -1214898.568140
  nChanged 361
		SP:Iteration 5Q (6175.630000 sec): 3 clusters
  Score: Raw -1218046.811679 + Penalty 3048.362424 = -1214998.449255
  nChanged 325
		SP:Iteration 6Q (6175.660000 sec): 3 clusters
  Score: Raw -1218149.302623 + Penalty 3048.362424 = -1215100.940199
  nChanged 345
		SP:Iteration 7Q (6175.690000 sec): 3 clusters
  Score: Raw -1218266.057195 + Penalty 3048.362424 = -1215217.694771
  nChanged 390
		SP:Iteration 8Q (6175.720000 sec): 3 clusters
  Score: Raw -1218418.085947 + Penalty 3048.362424 = -1215369.723523
  nChanged 403
		SP:Iteration 9Q (6175.750000 sec): 3 clusters
  Score: Raw -1218592.476340 + Penalty 3048.362424 = -1215544.113916
  nChanged 466
		SP:Iteration 10Q (6175.780000 sec): 3 clusters
  Score: Raw -1218808.006376 + Penalty 3048.362424 = -1215759.643952
  nChanged 508
		SP:Iteration 11Q (6175.810000 sec): 3 clusters
  Score: Raw -1219078.552234 + Penalty 3048.362424 = -1216030.189810
  nChanged 585
		SP:Iteration 12Q (6175.840000 sec): 3 clusters
  Score: Raw -1219435.481405 + Penalty 3048.362424 = -1216387.118981
  nChanged 601
		SP:Iteration 13F (6175.870000 sec): 3 clusters
  Score: Raw -1219849.486891 + Penalty 3048.362424 = -1216801.124467
  nChanged 597
		SP:Iteration 14F (6175.900000 sec): 3 clusters
  Score: Raw -1220316.355960 + Penalty 3048.362424 = -1217267.993536
  nChanged 561
		SP:Iteration 15Q (6175.930000 sec): 3 clusters
  Score: Raw -1220788.458646 + Penalty 3048.362424 = -1217740.096222
  nChanged 423
		SP:Iteration 16Q (6175.960000 sec): 3 clusters
  Score: Raw -1221162.141901 + Penalty 3048.362424 = -1218113.779477
  nChanged 277
		SP:Iteration 17Q (6175.980000 sec): 3 clusters
  Score: Raw -1221427.145175 + Penalty 3048.362424 = -1218378.782751
  nChanged 144
		SP:Iteration 18Q (6176.010000 sec): 3 clusters
  Score: Raw -1221563.031432 + Penalty 3048.362424 = -1218514.669008
  nChanged 78
		SP:Iteration 19Q (6176.040000 sec): 3 clusters
  Score: Raw -1221648.767019 + Penalty 3048.362424 = -1218600.404595
  nChanged 43
		SP:Iteration 20F (6176.060000 sec): 3 clusters
  Score: Raw -1221700.654782 + Penalty 3048.362424 = -1218652.292358
  nChanged 20
		SP:Iteration 21Q (6176.090000 sec): 3 clusters
  Score: Raw -1221723.230707 + Penalty 3048.362424 = -1218674.868283
  nChanged 18
		SP:Iteration 22Q (6176.110000 sec): 3 clusters
  Score: Raw -1221743.696927 + Penalty 3048.362424 = -1218695.334503
  nChanged 10
		SP:Iteration 23Q (6176.130000 sec): 3 clusters
  Score: Raw -1221757.941451 + Penalty 3048.362424 = -1218709.579027
  nChanged 10
		SP:Iteration 24Q (6176.150000 sec): 3 clusters
  Score: Raw -1221770.290733 + Penalty 3048.362424 = -1218721.928309
  nChanged 2
		SP:Iteration 25Q (6176.180000 sec): 3 clusters
  Score: Raw -1221772.197688 + Penalty 3048.362424 = -1218723.835264
  nChanged 1
		SP:Iteration 26Q (6176.200000 sec): 3 clusters
  Score: Raw -1221774.280110 + Penalty 3048.362424 = -1218725.917686
  nChanged 1
		SP:Iteration 27Q (6176.220000 sec): 3 clusters
  Score: Raw -1221775.220959 + Penalty 3048.362424 = -1218726.858535
  nChanged 2
		SP:Iteration 28Q (6176.240000 sec): 3 clusters
  Score: Raw -1221777.056641 + Penalty 3048.362424 = -1218728.694217
  nChanged 4
		SP:Iteration 29Q (6176.260000 sec): 3 clusters
  Score: Raw -1221780.569577 + Penalty 3048.362424 = -1218732.207153
  nChanged 2
		SP:Iteration 30Q (6176.280000 sec): 3 clusters
  Score: Raw -1221782.631839 + Penalty 3048.362424 = -1218734.269415
  nChanged 1
		SP:Iteration 31Q (6176.300000 sec): 3 clusters
  Score: Raw -1221783.657550 + Penalty 3048.362424 = -1218735.295126
  nChanged 1
		SP:Iteration 32Q (6176.320000 sec): 3 clusters
  Score: Raw -1221786.200734 + Penalty 3048.362424 = -1218737.838310
  nChanged 3
		SP:Iteration 33Q (6176.350000 sec): 3 clusters
  Score: Raw -1221788.712207 + Penalty 3048.362424 = -1218740.349783
  nChanged 0
		SP:Iteration 34F (6176.380000 sec): 3 clusters
  Score: Raw -1221788.712207 + Penalty 3048.362424 = -1218740.349783
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (87133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6176.680000 sec): 2 clusters
  Score: Raw -8846070.144729 + Penalty 1848.468532 = -8844221.676197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6176.920000 sec): 3 clusters
  Score: Raw -8789853.050733 + Penalty 3696.937064 = -8786156.113669
  nChanged 41346
		SP:Iteration 1F (6177.160000 sec): 3 clusters
  Score: Raw -8813999.869177 + Penalty 3696.937064 = -8810302.932113
  nChanged 3956
		SP:Iteration 2Q (6177.410000 sec): 3 clusters
  Score: Raw -8815582.321248 + Penalty 3696.937064 = -8811885.384185
  nChanged 4844
		SP:Iteration 3F (6177.640000 sec): 3 clusters
  Score: Raw -8818130.082475 + Penalty 3696.937064 = -8814433.145411
  nChanged 5994
		SP:Iteration 4F (6177.890000 sec): 3 clusters
  Score: Raw -8822128.895957 + Penalty 3696.937064 = -8818431.958893
  nChanged 6686
		SP:Iteration 5F (6178.120000 sec): 3 clusters
  Score: Raw -8827178.552392 + Penalty 3696.937064 = -8823481.615328
  nChanged 6316
		SP:Iteration 6F (6178.360000 sec): 3 clusters
  Score: Raw -8832191.740818 + Penalty 3696.937064 = -8828494.803754
  nChanged 5277
		SP:Iteration 7F (6178.600000 sec): 3 clusters
  Score: Raw -8836636.681509 + Penalty 3696.937064 = -8832939.744445
  nChanged 3990
		SP:Iteration 8Q (6178.840000 sec): 3 clusters
  Score: Raw -8840156.418899 + Penalty 3696.937064 = -8836459.481835
  nChanged 2879
		SP:Iteration 9Q (6179.070000 sec): 3 clusters
  Score: Raw -8842720.755763 + Penalty 3696.937064 = -8839023.818699
  nChanged 2003
		SP:Iteration 10Q (6179.280000 sec): 3 clusters
  Score: Raw -8844370.409021 + Penalty 3696.937064 = -8840673.471957
  nChanged 1331
		SP:Iteration 11Q (6179.490000 sec): 3 clusters
  Score: Raw -8845276.455137 + Penalty 3696.937064 = -8841579.518073
  nChanged 963
		SP:Iteration 12Q (6179.700000 sec): 3 clusters
  Score: Raw -8845813.711662 + Penalty 3696.937064 = -8842116.774598
  nChanged 768
		SP:Iteration 13Q (6179.890000 sec): 3 clusters
  Score: Raw -8846190.614665 + Penalty 3696.937064 = -8842493.677601
  nChanged 590
		SP:Iteration 14Q (6180.080000 sec): 3 clusters
  Score: Raw -8846463.167219 + Penalty 3696.937064 = -8842766.230155
  nChanged 483
		SP:Iteration 15Q (6180.270000 sec): 3 clusters
  Score: Raw -8846673.200246 + Penalty 3696.937064 = -8842976.263183
  nChanged 393
		SP:Iteration 16Q (6180.450000 sec): 3 clusters
  Score: Raw -8846846.611071 + Penalty 3696.937064 = -8843149.674007
  nChanged 284
		SP:Iteration 17Q (6180.640000 sec): 3 clusters
  Score: Raw -8846965.548673 + Penalty 3696.937064 = -8843268.611609
  nChanged 260
		SP:Iteration 18Q (6180.820000 sec): 3 clusters
  Score: Raw -8847065.193790 + Penalty 3696.937064 = -8843368.256726
  nChanged 182
		SP:Iteration 19Q (6181.000000 sec): 3 clusters
  Score: Raw -8847135.153912 + Penalty 3696.937064 = -8843438.216848
  nChanged 168
		SP:Iteration 20F (6181.240000 sec): 3 clusters
  Score: Raw -8847214.096290 + Penalty 3696.937064 = -8843517.159226
  nChanged 150
		SP:Iteration 21Q (6181.410000 sec): 3 clusters
  Score: Raw -8847292.646265 + Penalty 3696.937064 = -8843595.709201
  nChanged 143
		SP:Iteration 22Q (6181.590000 sec): 3 clusters
  Score: Raw -8847367.627920 + Penalty 3696.937064 = -8843670.690856
  nChanged 117
		SP:Iteration 23Q (6181.760000 sec): 3 clusters
  Score: Raw -8847425.796846 + Penalty 3696.937064 = -8843728.859782
  nChanged 94
		SP:Iteration 24Q (6181.940000 sec): 3 clusters
  Score: Raw -8847470.037748 + Penalty 3696.937064 = -8843773.100684
  nChanged 84
		SP:Iteration 25Q (6182.120000 sec): 3 clusters
  Score: Raw -8847508.540392 + Penalty 3696.937064 = -8843811.603328
  nChanged 80
		SP:Iteration 26Q (6182.290000 sec): 3 clusters
  Score: Raw -8847542.977406 + Penalty 3696.937064 = -8843846.040342
  nChanged 57
		SP:Iteration 27Q (6182.460000 sec): 3 clusters
  Score: Raw -8847561.335130 + Penalty 3696.937064 = -8843864.398067
  nChanged 44
		SP:Iteration 28Q (6182.640000 sec): 3 clusters
  Score: Raw -8847574.768629 + Penalty 3696.937064 = -8843877.831565
  nChanged 49
		SP:Iteration 29Q (6182.820000 sec): 3 clusters
  Score: Raw -8847592.970628 + Penalty 3696.937064 = -8843896.033564
  nChanged 44
		SP:Iteration 30Q (6183.000000 sec): 3 clusters
  Score: Raw -8847607.460794 + Penalty 3696.937064 = -8843910.523730
  nChanged 48
		SP:Iteration 31Q (6183.170000 sec): 3 clusters
  Score: Raw -8847617.612670 + Penalty 3696.937064 = -8843920.675606
  nChanged 36
		SP:Iteration 32Q (6183.350000 sec): 3 clusters
  Score: Raw -8847626.064334 + Penalty 3696.937064 = -8843929.127271
  nChanged 26
		SP:Iteration 33Q (6183.520000 sec): 3 clusters
  Score: Raw -8847631.879293 + Penalty 3696.937064 = -8843934.942229
  nChanged 18
		SP:Iteration 34Q (6183.700000 sec): 3 clusters
  Score: Raw -8847635.367250 + Penalty 3696.937064 = -8843938.430186
  nChanged 26
		SP:Iteration 35Q (6183.880000 sec): 3 clusters
  Score: Raw -8847641.915746 + Penalty 3696.937064 = -8843944.978682
  nChanged 24
		SP:Iteration 36Q (6184.060000 sec): 3 clusters
  Score: Raw -8847647.060224 + Penalty 3696.937064 = -8843950.123160
  nChanged 17
		SP:Iteration 37Q (6184.230000 sec): 3 clusters
  Score: Raw -8847650.180028 + Penalty 3696.937064 = -8843953.242964
  nChanged 12
		SP:Iteration 38Q (6184.400000 sec): 3 clusters
  Score: Raw -8847651.781141 + Penalty 3696.937064 = -8843954.844077
  nChanged 6
		SP:Iteration 39Q (6184.570000 sec): 3 clusters
  Score: Raw -8847652.694619 + Penalty 3696.937064 = -8843955.757555
  nChanged 2
		SP:Iteration 40F (6184.810000 sec): 3 clusters
  Score: Raw -8847652.937732 + Penalty 3696.937064 = -8843956.000668
  nChanged 1
		SP:Iteration 41Q (6184.980000 sec): 3 clusters
  Score: Raw -8847653.017352 + Penalty 3696.937064 = -8843956.080288
  nChanged 2
		SP:Iteration 42Q (6185.150000 sec): 3 clusters
  Score: Raw -8847653.183459 + Penalty 3696.937064 = -8843956.246395
  nChanged 0
		SP:Iteration 43F (6185.380000 sec): 3 clusters
  Score: Raw -8847653.183459 + Penalty 3696.937064 = -8843956.246395
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.450000 sec): 2 clusters
  Score: Raw -127248.330316 + Penalty 1170.069045 = -126078.261271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.450000 sec): 3 clusters
  Score: Raw -126746.316556 + Penalty 2340.138090 = -124406.178466
  nChanged 455
		SP:Iteration 1F (6185.460000 sec): 3 clusters
  Score: Raw -127135.119437 + Penalty 2340.138090 = -124794.981347
  nChanged 107
		SP:Iteration 2F (6185.460000 sec): 3 clusters
  Score: Raw -127229.552676 + Penalty 2340.138090 = -124889.414586
  nChanged 64
		SP:Iteration 3Q (6185.470000 sec): 3 clusters
  Score: Raw -127285.995807 + Penalty 2340.138090 = -124945.857717
  nChanged 40
		SP:Iteration 4Q (6185.470000 sec): 3 clusters
  Score: Raw -127317.081754 + Penalty 2340.138090 = -124976.943664
  nChanged 25
		SP:Iteration 5Q (6185.470000 sec): 3 clusters
  Score: Raw -127339.038059 + Penalty 2340.138090 = -124998.899969
  nChanged 28
		SP:Iteration 6Q (6185.470000 sec): 3 clusters
  Score: Raw -127360.235781 + Penalty 2340.138090 = -125020.097691
  nChanged 18
		SP:Iteration 7Q (6185.480000 sec): 3 clusters
  Score: Raw -127382.696974 + Penalty 2340.138090 = -125042.558884
  nChanged 25
		SP:Iteration 8Q (6185.480000 sec): 3 clusters
  Score: Raw -127406.592373 + Penalty 2340.138090 = -125066.454283
  nChanged 20
		SP:Iteration 9Q (6185.490000 sec): 3 clusters
  Score: Raw -127420.865000 + Penalty 2340.138090 = -125080.726910
  nChanged 15
		SP:Iteration 10Q (6185.490000 sec): 3 clusters
  Score: Raw -127432.150668 + Penalty 2340.138090 = -125092.012578
  nChanged 10
		SP:Iteration 11Q (6185.490000 sec): 3 clusters
  Score: Raw -127440.634140 + Penalty 2340.138090 = -125100.496050
  nChanged 11
		SP:Iteration 12Q (6185.490000 sec): 3 clusters
  Score: Raw -127449.764127 + Penalty 2340.138090 = -125109.626036
  nChanged 11
		SP:Iteration 13Q (6185.500000 sec): 3 clusters
  Score: Raw -127457.213523 + Penalty 2340.138090 = -125117.075433
  nChanged 11
		SP:Iteration 14Q (6185.500000 sec): 3 clusters
  Score: Raw -127464.127925 + Penalty 2340.138090 = -125123.989835
  nChanged 4
		SP:Iteration 15Q (6185.500000 sec): 3 clusters
  Score: Raw -127466.903591 + Penalty 2340.138090 = -125126.765500
  nChanged 2
		SP:Iteration 16Q (6185.510000 sec): 3 clusters
  Score: Raw -127468.855551 + Penalty 2340.138090 = -125128.717461
  nChanged 3
		SP:Iteration 17Q (6185.510000 sec): 3 clusters
  Score: Raw -127471.676325 + Penalty 2340.138090 = -125131.538234
  nChanged 2
		SP:Iteration 18Q (6185.510000 sec): 3 clusters
  Score: Raw -127474.076043 + Penalty 2340.138090 = -125133.937953
  nChanged 3
		SP:Iteration 19Q (6185.520000 sec): 3 clusters
  Score: Raw -127475.458279 + Penalty 2340.138090 = -125135.320188
  nChanged 6
		SP:Iteration 20F (6185.520000 sec): 3 clusters
  Score: Raw -127480.075912 + Penalty 2340.138090 = -125139.937822
  nChanged 6
		SP:Iteration 21Q (6185.520000 sec): 3 clusters
  Score: Raw -127485.048064 + Penalty 2340.138090 = -125144.909974
  nChanged 6
		SP:Iteration 22Q (6185.530000 sec): 3 clusters
  Score: Raw -127488.086720 + Penalty 2340.138090 = -125147.948629
  nChanged 5
		SP:Iteration 23Q (6185.530000 sec): 3 clusters
  Score: Raw -127491.684059 + Penalty 2340.138090 = -125151.545969
  nChanged 7
		SP:Iteration 24Q (6185.530000 sec): 3 clusters
  Score: Raw -127496.529755 + Penalty 2340.138090 = -125156.391665
  nChanged 2
		SP:Iteration 25Q (6185.540000 sec): 3 clusters
  Score: Raw -127499.145979 + Penalty 2340.138090 = -125159.007889
  nChanged 3
		SP:Iteration 26Q (6185.540000 sec): 3 clusters
  Score: Raw -127502.027719 + Penalty 2340.138090 = -125161.889629
  nChanged 4
		SP:Iteration 27Q (6185.540000 sec): 3 clusters
  Score: Raw -127507.604310 + Penalty 2340.138090 = -125167.466220
  nChanged 4
		SP:Iteration 28Q (6185.550000 sec): 3 clusters
  Score: Raw -127509.501595 + Penalty 2340.138090 = -125169.363505
  nChanged 3
		SP:Iteration 29Q (6185.550000 sec): 3 clusters
  Score: Raw -127511.729759 + Penalty 2340.138090 = -125171.591669
  nChanged 2
		SP:Iteration 30Q (6185.550000 sec): 3 clusters
  Score: Raw -127512.250107 + Penalty 2340.138090 = -125172.112017
  nChanged 1
		SP:Iteration 31Q (6185.560000 sec): 3 clusters
  Score: Raw -127512.945375 + Penalty 2340.138090 = -125172.807285
  nChanged 2
		SP:Iteration 32Q (6185.560000 sec): 3 clusters
  Score: Raw -127514.007119 + Penalty 2340.138090 = -125173.869028
  nChanged 0
		SP:Iteration 33F (6185.560000 sec): 3 clusters
  Score: Raw -127514.007119 + Penalty 2340.138090 = -125173.869028
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.580000 sec): 2 clusters
  Score: Raw -325418.391615 + Penalty 1326.362548 = -324092.029066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.590000 sec): 3 clusters
  Score: Raw -323679.960502 + Penalty 2652.725096 = -321027.235406
  nChanged 1386
		SP:Iteration 1F (6185.590000 sec): 3 clusters
  Score: Raw -324502.200489 + Penalty 2652.725096 = -321849.475393
  nChanged 286
		SP:Iteration 2F (6185.610000 sec): 3 clusters
  Score: Raw -324703.889393 + Penalty 2652.725096 = -322051.164297
  nChanged 193
		SP:Iteration 3F (6185.610000 sec): 3 clusters
  Score: Raw -324819.219945 + Penalty 2652.725096 = -322166.494849
  nChanged 143
		SP:Iteration 4Q (6185.620000 sec): 3 clusters
  Score: Raw -324898.867135 + Penalty 2652.725096 = -322246.142038
  nChanged 121
		SP:Iteration 5Q (6185.630000 sec): 3 clusters
  Score: Raw -324960.557059 + Penalty 2652.725096 = -322307.831962
  nChanged 102
		SP:Iteration 6Q (6185.640000 sec): 3 clusters
  Score: Raw -325013.186355 + Penalty 2652.725096 = -322360.461259
  nChanged 111
		SP:Iteration 7Q (6185.650000 sec): 3 clusters
  Score: Raw -325083.984151 + Penalty 2652.725096 = -322431.259055
  nChanged 101
		SP:Iteration 8Q (6185.660000 sec): 3 clusters
  Score: Raw -325153.285413 + Penalty 2652.725096 = -322500.560317
  nChanged 102
		SP:Iteration 9Q (6185.670000 sec): 3 clusters
  Score: Raw -325224.337694 + Penalty 2652.725096 = -322571.612597
  nChanged 96
		SP:Iteration 10Q (6185.670000 sec): 3 clusters
  Score: Raw -325281.998740 + Penalty 2652.725096 = -322629.273644
  nChanged 91
		SP:Iteration 11Q (6185.690000 sec): 3 clusters
  Score: Raw -325341.788567 + Penalty 2652.725096 = -322689.063471
  nChanged 78
		SP:Iteration 12Q (6185.690000 sec): 3 clusters
  Score: Raw -325384.123661 + Penalty 2652.725096 = -322731.398565
  nChanged 73
		SP:Iteration 13Q (6185.700000 sec): 3 clusters
  Score: Raw -325427.456376 + Penalty 2652.725096 = -322774.731279
  nChanged 66
		SP:Iteration 14Q (6185.710000 sec): 3 clusters
  Score: Raw -325460.464130 + Penalty 2652.725096 = -322807.739034
  nChanged 60
		SP:Iteration 15Q (6185.720000 sec): 3 clusters
  Score: Raw -325493.880845 + Penalty 2652.725096 = -322841.155749
  nChanged 61
		SP:Iteration 16Q (6185.730000 sec): 3 clusters
  Score: Raw -325525.176648 + Penalty 2652.725096 = -322872.451551
  nChanged 47
		SP:Iteration 17Q (6185.740000 sec): 3 clusters
  Score: Raw -325548.735808 + Penalty 2652.725096 = -322896.010712
  nChanged 45
		SP:Iteration 18Q (6185.750000 sec): 3 clusters
  Score: Raw -325571.365890 + Penalty 2652.725096 = -322918.640794
  nChanged 46
		SP:Iteration 19Q (6185.750000 sec): 3 clusters
  Score: Raw -325592.868061 + Penalty 2652.725096 = -322940.142965
  nChanged 38
		SP:Iteration 20F (6185.760000 sec): 3 clusters
  Score: Raw -325610.083062 + Penalty 2652.725096 = -322957.357965
  nChanged 38
		SP:Iteration 21Q (6185.770000 sec): 3 clusters
  Score: Raw -325631.659228 + Penalty 2652.725096 = -322978.934132
  nChanged 32
		SP:Iteration 22Q (6185.780000 sec): 3 clusters
  Score: Raw -325648.358003 + Penalty 2652.725096 = -322995.632907
  nChanged 41
		SP:Iteration 23Q (6185.790000 sec): 3 clusters
  Score: Raw -325664.292686 + Penalty 2652.725096 = -323011.567590
  nChanged 21
		SP:Iteration 24Q (6185.800000 sec): 3 clusters
  Score: Raw -325672.983834 + Penalty 2652.725096 = -323020.258738
  nChanged 17
		SP:Iteration 25Q (6185.810000 sec): 3 clusters
  Score: Raw -325678.215480 + Penalty 2652.725096 = -323025.490384
  nChanged 11
		SP:Iteration 26Q (6185.810000 sec): 3 clusters
  Score: Raw -325682.802479 + Penalty 2652.725096 = -323030.077383
  nChanged 6
		SP:Iteration 27Q (6185.820000 sec): 3 clusters
  Score: Raw -325684.402351 + Penalty 2652.725096 = -323031.677255
  nChanged 6
		SP:Iteration 28Q (6185.830000 sec): 3 clusters
  Score: Raw -325686.092697 + Penalty 2652.725096 = -323033.367601
  nChanged 6
		SP:Iteration 29Q (6185.840000 sec): 3 clusters
  Score: Raw -325688.839639 + Penalty 2652.725096 = -323036.114542
  nChanged 8
		SP:Iteration 30Q (6185.850000 sec): 3 clusters
  Score: Raw -325694.051757 + Penalty 2652.725096 = -323041.326661
  nChanged 13
		SP:Iteration 31Q (6185.860000 sec): 3 clusters
  Score: Raw -325697.699955 + Penalty 2652.725096 = -323044.974859
  nChanged 9
		SP:Iteration 32Q (6185.870000 sec): 3 clusters
  Score: Raw -325700.157393 + Penalty 2652.725096 = -323047.432296
  nChanged 10
		SP:Iteration 33Q (6185.870000 sec): 3 clusters
  Score: Raw -325704.578591 + Penalty 2652.725096 = -323051.853495
  nChanged 13
		SP:Iteration 34Q (6185.880000 sec): 3 clusters
  Score: Raw -325709.273761 + Penalty 2652.725096 = -323056.548665
  nChanged 12
		SP:Iteration 35Q (6185.890000 sec): 3 clusters
  Score: Raw -325714.187440 + Penalty 2652.725096 = -323061.462344
  nChanged 14
		SP:Iteration 36Q (6185.900000 sec): 3 clusters
  Score: Raw -325719.196556 + Penalty 2652.725096 = -323066.471460
  nChanged 16
		SP:Iteration 37Q (6185.910000 sec): 3 clusters
  Score: Raw -325724.395527 + Penalty 2652.725096 = -323071.670431
  nChanged 15
		SP:Iteration 38Q (6185.910000 sec): 3 clusters
  Score: Raw -325731.705919 + Penalty 2652.725096 = -323078.980823
  nChanged 17
		SP:Iteration 39Q (6185.930000 sec): 3 clusters
  Score: Raw -325738.155722 + Penalty 2652.725096 = -323085.430626
  nChanged 15
		SP:Iteration 40F (6185.930000 sec): 3 clusters
  Score: Raw -325746.275256 + Penalty 2652.725096 = -323093.550160
  nChanged 20
		SP:Iteration 41Q (6185.940000 sec): 3 clusters
  Score: Raw -325756.233241 + Penalty 2652.725096 = -323103.508144
  nChanged 19
		SP:Iteration 42Q (6185.950000 sec): 3 clusters
  Score: Raw -325763.365968 + Penalty 2652.725096 = -323110.640872
  nChanged 15
		SP:Iteration 43Q (6185.960000 sec): 3 clusters
  Score: Raw -325768.807923 + Penalty 2652.725096 = -323116.082826
  nChanged 13
		SP:Iteration 44Q (6185.970000 sec): 3 clusters
  Score: Raw -325773.012068 + Penalty 2652.725096 = -323120.286971
  nChanged 15
		SP:Iteration 45Q (6185.970000 sec): 3 clusters
  Score: Raw -325779.065619 + Penalty 2652.725096 = -323126.340523
  nChanged 16
		SP:Iteration 46Q (6185.980000 sec): 3 clusters
  Score: Raw -325788.799513 + Penalty 2652.725096 = -323136.074417
  nChanged 24
		SP:Iteration 47Q (6185.990000 sec): 3 clusters
  Score: Raw -325798.790306 + Penalty 2652.725096 = -323146.065209
  nChanged 24
		SP:Iteration 48Q (6186.000000 sec): 3 clusters
  Score: Raw -325807.566726 + Penalty 2652.725096 = -323154.841630
  nChanged 20
		SP:Iteration 49Q (6186.010000 sec): 3 clusters
  Score: Raw -325815.687453 + Penalty 2652.725096 = -323162.962357
  nChanged 24
		SP:Iteration 50Q (6186.020000 sec): 3 clusters
  Score: Raw -325828.108156 + Penalty 2652.725096 = -323175.383060
  nChanged 26
		SP:Iteration 51Q (6186.030000 sec): 3 clusters
  Score: Raw -325841.337165 + Penalty 2652.725096 = -323188.612069
  nChanged 18
		SP:Iteration 52Q (6186.030000 sec): 3 clusters
  Score: Raw -325847.152581 + Penalty 2652.725096 = -323194.427485
  nChanged 11
		SP:Iteration 53Q (6186.040000 sec): 3 clusters
  Score: Raw -325851.293188 + Penalty 2652.725096 = -323198.568092
  nChanged 12
		SP:Iteration 54Q (6186.050000 sec): 3 clusters
  Score: Raw -325856.252364 + Penalty 2652.725096 = -323203.527268
  nChanged 12
		SP:Iteration 55Q (6186.060000 sec): 3 clusters
  Score: Raw -325859.829735 + Penalty 2652.725096 = -323207.104639
  nChanged 10
		SP:Iteration 56Q (6186.070000 sec): 3 clusters
  Score: Raw -325863.028393 + Penalty 2652.725096 = -323210.303297
  nChanged 7
		SP:Iteration 57Q (6186.080000 sec): 3 clusters
  Score: Raw -325864.581096 + Penalty 2652.725096 = -323211.856000
  nChanged 2
		SP:Iteration 58Q (6186.090000 sec): 3 clusters
  Score: Raw -325865.506360 + Penalty 2652.725096 = -323212.781263
  nChanged 1
		SP:Iteration 59Q (6186.090000 sec): 3 clusters
  Score: Raw -325865.737780 + Penalty 2652.725096 = -323213.012683
  nChanged 2
		SP:Iteration 60F (6186.100000 sec): 3 clusters
  Score: Raw -325866.080375 + Penalty 2652.725096 = -323213.355279
  nChanged 3
		SP:Iteration 61Q (6186.110000 sec): 3 clusters
  Score: Raw -325866.923048 + Penalty 2652.725096 = -323214.197952
  nChanged 2
		SP:Iteration 62Q (6186.120000 sec): 3 clusters
  Score: Raw -325867.596872 + Penalty 2652.725096 = -323214.871776
  nChanged 3
		SP:Iteration 63Q (6186.130000 sec): 3 clusters
  Score: Raw -325868.050315 + Penalty 2652.725096 = -323215.325219
  nChanged 7
		SP:Iteration 64Q (6186.130000 sec): 3 clusters
  Score: Raw -325870.639216 + Penalty 2652.725096 = -323217.914120
  nChanged 7
		SP:Iteration 65Q (6186.140000 sec): 3 clusters
  Score: Raw -325872.132197 + Penalty 2652.725096 = -323219.407100
  nChanged 3
		SP:Iteration 66Q (6186.150000 sec): 3 clusters
  Score: Raw -325873.260707 + Penalty 2652.725096 = -323220.535611
  nChanged 4
		SP:Iteration 67Q (6186.160000 sec): 3 clusters
  Score: Raw -325874.819231 + Penalty 2652.725096 = -323222.094135
  nChanged 2
		SP:Iteration 68Q (6186.170000 sec): 3 clusters
  Score: Raw -325875.886287 + Penalty 2652.725096 = -323223.161191
  nChanged 1
		SP:Iteration 69Q (6186.170000 sec): 3 clusters
  Score: Raw -325876.086017 + Penalty 2652.725096 = -323223.360920
  nChanged 2
		SP:Iteration 70Q (6186.180000 sec): 3 clusters
  Score: Raw -325876.453419 + Penalty 2652.725096 = -323223.728323
  nChanged 1
		SP:Iteration 71Q (6186.190000 sec): 3 clusters
  Score: Raw -325876.736620 + Penalty 2652.725096 = -323224.011523
  nChanged 0
		SP:Iteration 72F (6186.200000 sec): 3 clusters
  Score: Raw -325876.736620 + Penalty 2652.725096 = -323224.011523
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.270000 sec): 2 clusters
  Score: Raw -2110486.300655 + Penalty 1616.033480 = -2108870.267175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6186.320000 sec): 3 clusters
  Score: Raw -2098010.596522 + Penalty 3232.066960 = -2094778.529562
  nChanged 9492
		SP:Iteration 1F (6186.380000 sec): 3 clusters
  Score: Raw -2103301.402208 + Penalty 3232.066960 = -2100069.335248
  nChanged 1192
		SP:Iteration 2F (6186.430000 sec): 3 clusters
  Score: Raw -2103885.079189 + Penalty 3232.066960 = -2100653.012229
  nChanged 1170
		SP:Iteration 3F (6186.490000 sec): 3 clusters
  Score: Raw -2104454.972641 + Penalty 3232.066960 = -2101222.905680
  nChanged 1161
		SP:Iteration 4F (6186.550000 sec): 3 clusters
  Score: Raw -2104985.770257 + Penalty 3232.066960 = -2101753.703296
  nChanged 1065
		SP:Iteration 5F (6186.600000 sec): 3 clusters
  Score: Raw -2105430.182463 + Penalty 3232.066960 = -2102198.115503
  nChanged 1029
		SP:Iteration 6Q (6186.660000 sec): 3 clusters
  Score: Raw -2105883.151641 + Penalty 3232.066960 = -2102651.084681
  nChanged 1008
		SP:Iteration 7Q (6186.710000 sec): 3 clusters
  Score: Raw -2106339.433531 + Penalty 3232.066960 = -2103107.366570
  nChanged 962
		SP:Iteration 8Q (6186.770000 sec): 3 clusters
  Score: Raw -2106804.157477 + Penalty 3232.066960 = -2103572.090517
  nChanged 934
		SP:Iteration 9Q (6186.830000 sec): 3 clusters
  Score: Raw -2107281.633145 + Penalty 3232.066960 = -2104049.566185
  nChanged 881
		SP:Iteration 10Q (6186.890000 sec): 3 clusters
  Score: Raw -2107722.139675 + Penalty 3232.066960 = -2104490.072715
  nChanged 785
		SP:Iteration 11Q (6186.940000 sec): 3 clusters
  Score: Raw -2108122.324699 + Penalty 3232.066960 = -2104890.257739
  nChanged 715
		SP:Iteration 12Q (6186.990000 sec): 3 clusters
  Score: Raw -2108476.568921 + Penalty 3232.066960 = -2105244.501960
  nChanged 606
		SP:Iteration 13Q (6187.050000 sec): 3 clusters
  Score: Raw -2108795.176087 + Penalty 3232.066960 = -2105563.109127
  nChanged 553
		SP:Iteration 14Q (6187.110000 sec): 3 clusters
  Score: Raw -2109109.932103 + Penalty 3232.066960 = -2105877.865143
  nChanged 506
		SP:Iteration 15Q (6187.160000 sec): 3 clusters
  Score: Raw -2109423.800972 + Penalty 3232.066960 = -2106191.734012
  nChanged 481
		SP:Iteration 16Q (6187.220000 sec): 3 clusters
  Score: Raw -2109755.417914 + Penalty 3232.066960 = -2106523.350953
  nChanged 409
		SP:Iteration 17Q (6187.270000 sec): 3 clusters
  Score: Raw -2110063.559255 + Penalty 3232.066960 = -2106831.492295
  nChanged 307
		SP:Iteration 18Q (6187.330000 sec): 3 clusters
  Score: Raw -2110295.499747 + Penalty 3232.066960 = -2107063.432787
  nChanged 208
		SP:Iteration 19Q (6187.380000 sec): 3 clusters
  Score: Raw -2110452.272343 + Penalty 3232.066960 = -2107220.205383
  nChanged 111
		SP:Iteration 20F (6187.430000 sec): 3 clusters
  Score: Raw -2110539.068919 + Penalty 3232.066960 = -2107307.001959
  nChanged 86
		SP:Iteration 21Q (6187.480000 sec): 3 clusters
  Score: Raw -2110604.605892 + Penalty 3232.066960 = -2107372.538931
  nChanged 47
		SP:Iteration 22Q (6187.520000 sec): 3 clusters
  Score: Raw -2110641.937280 + Penalty 3232.066960 = -2107409.870320
  nChanged 33
		SP:Iteration 23Q (6187.570000 sec): 3 clusters
  Score: Raw -2110668.837314 + Penalty 3232.066960 = -2107436.770354
  nChanged 18
		SP:Iteration 24Q (6187.610000 sec): 3 clusters
  Score: Raw -2110683.622727 + Penalty 3232.066960 = -2107451.555766
  nChanged 9
		SP:Iteration 25Q (6187.650000 sec): 3 clusters
  Score: Raw -2110693.048654 + Penalty 3232.066960 = -2107460.981694
  nChanged 10
		SP:Iteration 26Q (6187.700000 sec): 3 clusters
  Score: Raw -2110702.165323 + Penalty 3232.066960 = -2107470.098363
  nChanged 6
		SP:Iteration 27Q (6187.740000 sec): 3 clusters
  Score: Raw -2110707.084925 + Penalty 3232.066960 = -2107475.017965
  nChanged 5
		SP:Iteration 28Q (6187.780000 sec): 3 clusters
  Score: Raw -2110710.979254 + Penalty 3232.066960 = -2107478.912294
  nChanged 3
		SP:Iteration 29Q (6187.830000 sec): 3 clusters
  Score: Raw -2110714.558909 + Penalty 3232.066960 = -2107482.491949
  nChanged 6
		SP:Iteration 30Q (6187.870000 sec): 3 clusters
  Score: Raw -2110721.357800 + Penalty 3232.066960 = -2107489.290839
  nChanged 5
		SP:Iteration 31Q (6187.910000 sec): 3 clusters
  Score: Raw -2110726.416003 + Penalty 3232.066960 = -2107494.349042
  nChanged 5
		SP:Iteration 32Q (6187.960000 sec): 3 clusters
  Score: Raw -2110732.270008 + Penalty 3232.066960 = -2107500.203048
  nChanged 5
		SP:Iteration 33Q (6188.000000 sec): 3 clusters
  Score: Raw -2110737.351666 + Penalty 3232.066960 = -2107505.284706
  nChanged 4
		SP:Iteration 34Q (6188.040000 sec): 3 clusters
  Score: Raw -2110744.723004 + Penalty 3232.066960 = -2107512.656043
  nChanged 3
		SP:Iteration 35Q (6188.080000 sec): 3 clusters
  Score: Raw -2110747.480198 + Penalty 3232.066960 = -2107515.413237
  nChanged 1
		SP:Iteration 36Q (6188.130000 sec): 3 clusters
  Score: Raw -2110748.025794 + Penalty 3232.066960 = -2107515.958833
  nChanged 0
		SP:Iteration 37F (6188.180000 sec): 3 clusters
  Score: Raw -2110748.025794 + Penalty 3232.066960 = -2107515.958833
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6188.220000 sec): 2 clusters
  Score: Raw -892964.195564 + Penalty 1476.681111 = -891487.514453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6188.240000 sec): 3 clusters
  Score: Raw -888036.134505 + Penalty 2953.362222 = -885082.772283
  nChanged 3738
		SP:Iteration 1F (6188.270000 sec): 3 clusters
  Score: Raw -890174.201974 + Penalty 2953.362222 = -887220.839752
  nChanged 559
		SP:Iteration 2F (6188.290000 sec): 3 clusters
  Score: Raw -890484.488602 + Penalty 2953.362222 = -887531.126380
  nChanged 572
		SP:Iteration 3F (6188.310000 sec): 3 clusters
  Score: Raw -890832.934397 + Penalty 2953.362222 = -887879.572176
  nChanged 547
		SP:Iteration 4F (6188.330000 sec): 3 clusters
  Score: Raw -891168.088128 + Penalty 2953.362222 = -888214.725906
  nChanged 491
		SP:Iteration 5F (6188.360000 sec): 3 clusters
  Score: Raw -891486.455238 + Penalty 2953.362222 = -888533.093017
  nChanged 452
		SP:Iteration 6F (6188.380000 sec): 3 clusters
  Score: Raw -891785.783062 + Penalty 2953.362222 = -888832.420840
  nChanged 378
		SP:Iteration 7Q (6188.400000 sec): 3 clusters
  Score: Raw -892049.691158 + Penalty 2953.362222 = -889096.328936
  nChanged 316
		SP:Iteration 8Q (6188.420000 sec): 3 clusters
  Score: Raw -892312.093013 + Penalty 2953.362222 = -889358.730791
  nChanged 272
		SP:Iteration 9Q (6188.450000 sec): 3 clusters
  Score: Raw -892560.359921 + Penalty 2953.362222 = -889606.997699
  nChanged 210
		SP:Iteration 10Q (6188.470000 sec): 3 clusters
  Score: Raw -892752.966094 + Penalty 2953.362222 = -889799.603872
  nChanged 146
		SP:Iteration 11Q (6188.490000 sec): 3 clusters
  Score: Raw -892881.785204 + Penalty 2953.362222 = -889928.422982
  nChanged 107
		SP:Iteration 12Q (6188.510000 sec): 3 clusters
  Score: Raw -892971.075251 + Penalty 2953.362222 = -890017.713029
  nChanged 64
		SP:Iteration 13Q (6188.530000 sec): 3 clusters
  Score: Raw -893024.620136 + Penalty 2953.362222 = -890071.257914
  nChanged 51
		SP:Iteration 14Q (6188.550000 sec): 3 clusters
  Score: Raw -893074.261529 + Penalty 2953.362222 = -890120.899307
  nChanged 42
		SP:Iteration 15Q (6188.570000 sec): 3 clusters
  Score: Raw -893115.744351 + Penalty 2953.362222 = -890162.382129
  nChanged 36
		SP:Iteration 16Q (6188.580000 sec): 3 clusters
  Score: Raw -893150.342561 + Penalty 2953.362222 = -890196.980340
  nChanged 24
		SP:Iteration 17Q (6188.600000 sec): 3 clusters
  Score: Raw -893174.006412 + Penalty 2953.362222 = -890220.644190
  nChanged 15
		SP:Iteration 18Q (6188.620000 sec): 3 clusters
  Score: Raw -893185.295788 + Penalty 2953.362222 = -890231.933566
  nChanged 6
		SP:Iteration 19Q (6188.640000 sec): 3 clusters
  Score: Raw -893190.633437 + Penalty 2953.362222 = -890237.271215
  nChanged 5
		SP:Iteration 20F (6188.660000 sec): 3 clusters
  Score: Raw -893195.496838 + Penalty 2953.362222 = -890242.134616
  nChanged 8
		SP:Iteration 21Q (6188.680000 sec): 3 clusters
  Score: Raw -893202.042532 + Penalty 2953.362222 = -890248.680310
  nChanged 5
		SP:Iteration 22Q (6188.690000 sec): 3 clusters
  Score: Raw -893205.109620 + Penalty 2953.362222 = -890251.747398
  nChanged 3
		SP:Iteration 23Q (6188.710000 sec): 3 clusters
  Score: Raw -893208.334482 + Penalty 2953.362222 = -890254.972260
  nChanged 2
		SP:Iteration 24Q (6188.730000 sec): 3 clusters
  Score: Raw -893208.842702 + Penalty 2953.362222 = -890255.480481
  nChanged 2
		SP:Iteration 25Q (6188.750000 sec): 3 clusters
  Score: Raw -893210.216132 + Penalty 2953.362222 = -890256.853910
  nChanged 3
		SP:Iteration 26Q (6188.770000 sec): 3 clusters
  Score: Raw -893212.272599 + Penalty 2953.362222 = -890258.910378
  nChanged 1
		SP:Iteration 27Q (6188.780000 sec): 3 clusters
  Score: Raw -893212.643530 + Penalty 2953.362222 = -890259.281309
  nChanged 0
		SP:Iteration 28F (6188.810000 sec): 3 clusters
  Score: Raw -893212.643530 + Penalty 2953.362222 = -890259.281309
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6188.810000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6188.810000 sec): 3 clusters
  Score: Raw -32795.385967 + Penalty 1897.262395 = -30898.123571
  nChanged 80
		SP:Iteration 1F (6188.820000 sec): 3 clusters
  Score: Raw -32906.163542 + Penalty 1897.262395 = -31008.901146
  nChanged 16
		SP:Iteration 2Q (6188.820000 sec): 3 clusters
  Score: Raw -32951.867913 + Penalty 1897.262395 = -31054.605518
  nChanged 11
		SP:Iteration 3Q (6188.820000 sec): 3 clusters
  Score: Raw -32977.202471 + Penalty 1897.262395 = -31079.940076
  nChanged 6
		SP:Iteration 4Q (6188.820000 sec): 3 clusters
  Score: Raw -32990.582616 + Penalty 1897.262395 = -31093.320221
  nChanged 4
		SP:Iteration 5Q (6188.820000 sec): 3 clusters
  Score: Raw -33001.429493 + Penalty 1897.262395 = -31104.167098
  nChanged 2
		SP:Iteration 6Q (6188.820000 sec): 3 clusters
  Score: Raw -33008.060692 + Penalty 1897.262395 = -31110.798297
  nChanged 3
		SP:Iteration 7Q (6188.820000 sec): 3 clusters
  Score: Raw -33022.610778 + Penalty 1897.262395 = -31125.348383
  nChanged 3
		SP:Iteration 8Q (6188.820000 sec): 3 clusters
  Score: Raw -33031.965931 + Penalty 1897.262395 = -31134.703536
  nChanged 0
		SP:Iteration 9F (6188.820000 sec): 3 clusters
  Score: Raw -33031.965931 + Penalty 1897.262395 = -31134.703536
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6188.860000 sec): 2 clusters
  Score: Raw -1040287.917486 + Penalty 1502.050587 = -1038785.866899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6188.890000 sec): 3 clusters
  Score: Raw -1034426.559494 + Penalty 3004.101173 = -1031422.458320
  nChanged 4501
		SP:Iteration 1F (6188.920000 sec): 3 clusters
  Score: Raw -1036769.605369 + Penalty 3004.101173 = -1033765.504195
  nChanged 545
		SP:Iteration 2F (6188.940000 sec): 3 clusters
  Score: Raw -1036977.839671 + Penalty 3004.101173 = -1033973.738498
  nChanged 446
		SP:Iteration 3Q (6188.970000 sec): 3 clusters
  Score: Raw -1037153.551732 + Penalty 3004.101173 = -1034149.450558
  nChanged 444
		SP:Iteration 4Q (6189.000000 sec): 3 clusters
  Score: Raw -1037347.324732 + Penalty 3004.101173 = -1034343.223559
  nChanged 435
		SP:Iteration 5Q (6189.030000 sec): 3 clusters
  Score: Raw -1037528.527146 + Penalty 3004.101173 = -1034524.425973
  nChanged 376
		SP:Iteration 6Q (6189.050000 sec): 3 clusters
  Score: Raw -1037692.278844 + Penalty 3004.101173 = -1034688.177670
  nChanged 391
		SP:Iteration 7Q (6189.080000 sec): 3 clusters
  Score: Raw -1037873.770013 + Penalty 3004.101173 = -1034869.668839
  nChanged 389
		SP:Iteration 8Q (6189.110000 sec): 3 clusters
  Score: Raw -1038082.371731 + Penalty 3004.101173 = -1035078.270557
  nChanged 436
		SP:Iteration 9Q (6189.130000 sec): 3 clusters
  Score: Raw -1038340.190462 + Penalty 3004.101173 = -1035336.089289
  nChanged 405
		SP:Iteration 10Q (6189.160000 sec): 3 clusters
  Score: Raw -1038559.676178 + Penalty 3004.101173 = -1035555.575004
  nChanged 361
		SP:Iteration 11Q (6189.190000 sec): 3 clusters
  Score: Raw -1038745.357420 + Penalty 3004.101173 = -1035741.256246
  nChanged 316
		SP:Iteration 12Q (6189.210000 sec): 3 clusters
  Score: Raw -1038914.223294 + Penalty 3004.101173 = -1035910.122120
  nChanged 276
		SP:Iteration 13Q (6189.240000 sec): 3 clusters
  Score: Raw -1039038.705660 + Penalty 3004.101173 = -1036034.604486
  nChanged 240
		SP:Iteration 14Q (6189.270000 sec): 3 clusters
  Score: Raw -1039147.487657 + Penalty 3004.101173 = -1036143.386484
  nChanged 204
		SP:Iteration 15Q (6189.290000 sec): 3 clusters
  Score: Raw -1039237.278698 + Penalty 3004.101173 = -1036233.177525
  nChanged 164
		SP:Iteration 16Q (6189.320000 sec): 3 clusters
  Score: Raw -1039303.455548 + Penalty 3004.101173 = -1036299.354374
  nChanged 145
		SP:Iteration 17Q (6189.340000 sec): 3 clusters
  Score: Raw -1039364.544403 + Penalty 3004.101173 = -1036360.443229
  nChanged 142
		SP:Iteration 18Q (6189.370000 sec): 3 clusters
  Score: Raw -1039421.421655 + Penalty 3004.101173 = -1036417.320482
  nChanged 135
		SP:Iteration 19Q (6189.390000 sec): 3 clusters
  Score: Raw -1039474.262689 + Penalty 3004.101173 = -1036470.161515
  nChanged 110
		SP:Iteration 20F (6189.420000 sec): 3 clusters
  Score: Raw -1039517.629704 + Penalty 3004.101173 = -1036513.528530
  nChanged 110
		SP:Iteration 21Q (6189.450000 sec): 3 clusters
  Score: Raw -1039560.134032 + Penalty 3004.101173 = -1036556.032858
  nChanged 107
		SP:Iteration 22Q (6189.470000 sec): 3 clusters
  Score: Raw -1039604.075496 + Penalty 3004.101173 = -1036599.974323
  nChanged 114
		SP:Iteration 23Q (6189.490000 sec): 3 clusters
  Score: Raw -1039649.738373 + Penalty 3004.101173 = -1036645.637199
  nChanged 111
		SP:Iteration 24Q (6189.520000 sec): 3 clusters
  Score: Raw -1039696.102077 + Penalty 3004.101173 = -1036692.000904
  nChanged 107
		SP:Iteration 25Q (6189.550000 sec): 3 clusters
  Score: Raw -1039739.717531 + Penalty 3004.101173 = -1036735.616358
  nChanged 111
		SP:Iteration 26Q (6189.570000 sec): 3 clusters
  Score: Raw -1039787.484241 + Penalty 3004.101173 = -1036783.383068
  nChanged 91
		SP:Iteration 27Q (6189.600000 sec): 3 clusters
  Score: Raw -1039828.320754 + Penalty 3004.101173 = -1036824.219580
  nChanged 96
		SP:Iteration 28Q (6189.620000 sec): 3 clusters
  Score: Raw -1039872.325224 + Penalty 3004.101173 = -1036868.224051
  nChanged 93
		SP:Iteration 29Q (6189.640000 sec): 3 clusters
  Score: Raw -1039911.043268 + Penalty 3004.101173 = -1036906.942095
  nChanged 85
		SP:Iteration 30Q (6189.660000 sec): 3 clusters
  Score: Raw -1039941.923267 + Penalty 3004.101173 = -1036937.822093
  nChanged 80
		SP:Iteration 31Q (6189.680000 sec): 3 clusters
  Score: Raw -1039973.052938 + Penalty 3004.101173 = -1036968.951765
  nChanged 65
		SP:Iteration 32Q (6189.710000 sec): 3 clusters
  Score: Raw -1040005.297400 + Penalty 3004.101173 = -1037001.196226
  nChanged 64
		SP:Iteration 33Q (6189.730000 sec): 3 clusters
  Score: Raw -1040033.920142 + Penalty 3004.101173 = -1037029.818968
  nChanged 68
		SP:Iteration 34Q (6189.750000 sec): 3 clusters
  Score: Raw -1040063.313473 + Penalty 3004.101173 = -1037059.212299
  nChanged 63
		SP:Iteration 35Q (6189.770000 sec): 3 clusters
  Score: Raw -1040089.951171 + Penalty 3004.101173 = -1037085.849998
  nChanged 62
		SP:Iteration 36Q (6189.800000 sec): 3 clusters
  Score: Raw -1040117.167579 + Penalty 3004.101173 = -1037113.066405
  nChanged 55
		SP:Iteration 37Q (6189.820000 sec): 3 clusters
  Score: Raw -1040141.770218 + Penalty 3004.101173 = -1037137.669045
  nChanged 58
		SP:Iteration 38Q (6189.840000 sec): 3 clusters
  Score: Raw -1040168.839133 + Penalty 3004.101173 = -1037164.737960
  nChanged 48
		SP:Iteration 39Q (6189.860000 sec): 3 clusters
  Score: Raw -1040191.438942 + Penalty 3004.101173 = -1037187.337768
  nChanged 49
		SP:Iteration 40F (6189.880000 sec): 3 clusters
  Score: Raw -1040214.945775 + Penalty 3004.101173 = -1037210.844601
  nChanged 48
		SP:Iteration 41Q (6189.910000 sec): 3 clusters
  Score: Raw -1040236.389788 + Penalty 3004.101173 = -1037232.288614
  nChanged 51
		SP:Iteration 42Q (6189.930000 sec): 3 clusters
  Score: Raw -1040259.695371 + Penalty 3004.101173 = -1037255.594197
  nChanged 41
		SP:Iteration 43Q (6189.950000 sec): 3 clusters
  Score: Raw -1040277.615294 + Penalty 3004.101173 = -1037273.514121
  nChanged 35
		SP:Iteration 44Q (6189.970000 sec): 3 clusters
  Score: Raw -1040293.636172 + Penalty 3004.101173 = -1037289.534999
  nChanged 34
		SP:Iteration 45Q (6189.990000 sec): 3 clusters
  Score: Raw -1040310.564084 + Penalty 3004.101173 = -1037306.462910
  nChanged 26
		SP:Iteration 46Q (6190.010000 sec): 3 clusters
  Score: Raw -1040321.470158 + Penalty 3004.101173 = -1037317.368985
  nChanged 25
		SP:Iteration 47Q (6190.030000 sec): 3 clusters
  Score: Raw -1040333.706819 + Penalty 3004.101173 = -1037329.605646
  nChanged 22
		SP:Iteration 48Q (6190.060000 sec): 3 clusters
  Score: Raw -1040344.060435 + Penalty 3004.101173 = -1037339.959261
  nChanged 21
		SP:Iteration 49Q (6190.080000 sec): 3 clusters
  Score: Raw -1040352.041310 + Penalty 3004.101173 = -1037347.940137
  nChanged 17
		SP:Iteration 50Q (6190.100000 sec): 3 clusters
  Score: Raw -1040358.575068 + Penalty 3004.101173 = -1037354.473895
  nChanged 13
		SP:Iteration 51Q (6190.120000 sec): 3 clusters
  Score: Raw -1040365.134646 + Penalty 3004.101173 = -1037361.033473
  nChanged 17
		SP:Iteration 52Q (6190.140000 sec): 3 clusters
  Score: Raw -1040375.603702 + Penalty 3004.101173 = -1037371.502529
  nChanged 16
		SP:Iteration 53Q (6190.160000 sec): 3 clusters
  Score: Raw -1040384.722647 + Penalty 3004.101173 = -1037380.621473
  nChanged 12
		SP:Iteration 54Q (6190.180000 sec): 3 clusters
  Score: Raw -1040390.774743 + Penalty 3004.101173 = -1037386.673570
  nChanged 11
		SP:Iteration 55Q (6190.200000 sec): 3 clusters
  Score: Raw -1040394.494868 + Penalty 3004.101173 = -1037390.393695
  nChanged 6
		SP:Iteration 56Q (6190.220000 sec): 3 clusters
  Score: Raw -1040397.912465 + Penalty 3004.101173 = -1037393.811291
  nChanged 6
		SP:Iteration 57Q (6190.240000 sec): 3 clusters
  Score: Raw -1040401.332851 + Penalty 3004.101173 = -1037397.231677
  nChanged 7
		SP:Iteration 58Q (6190.260000 sec): 3 clusters
  Score: Raw -1040404.781633 + Penalty 3004.101173 = -1037400.680460
  nChanged 8
		SP:Iteration 59Q (6190.270000 sec): 3 clusters
  Score: Raw -1040410.870840 + Penalty 3004.101173 = -1037406.769666
  nChanged 7
		SP:Iteration 60F (6190.300000 sec): 3 clusters
  Score: Raw -1040414.436784 + Penalty 3004.101173 = -1037410.335610
  nChanged 9
		SP:Iteration 61Q (6190.320000 sec): 3 clusters
  Score: Raw -1040419.148040 + Penalty 3004.101173 = -1037415.046867
  nChanged 9
		SP:Iteration 62Q (6190.340000 sec): 3 clusters
  Score: Raw -1040423.888430 + Penalty 3004.101173 = -1037419.787256
  nChanged 10
		SP:Iteration 63Q (6190.360000 sec): 3 clusters
  Score: Raw -1040430.442884 + Penalty 3004.101173 = -1037426.341710
  nChanged 13
		SP:Iteration 64Q (6190.380000 sec): 3 clusters
  Score: Raw -1040440.357969 + Penalty 3004.101173 = -1037436.256795
  nChanged 13
		SP:Iteration 65Q (6190.400000 sec): 3 clusters
  Score: Raw -1040447.978458 + Penalty 3004.101173 = -1037443.877285
  nChanged 15
		SP:Iteration 66Q (6190.420000 sec): 3 clusters
  Score: Raw -1040453.554383 + Penalty 3004.101173 = -1037449.453210
  nChanged 12
		SP:Iteration 67Q (6190.440000 sec): 3 clusters
  Score: Raw -1040458.254068 + Penalty 3004.101173 = -1037454.152894
  nChanged 3
		SP:Iteration 68Q (6190.460000 sec): 3 clusters
  Score: Raw -1040459.364025 + Penalty 3004.101173 = -1037455.262851
  nChanged 2
		SP:Iteration 69Q (6190.480000 sec): 3 clusters
  Score: Raw -1040460.538758 + Penalty 3004.101173 = -1037456.437584
  nChanged 2
		SP:Iteration 70Q (6190.500000 sec): 3 clusters
  Score: Raw -1040461.253630 + Penalty 3004.101173 = -1037457.152456
  nChanged 2
		SP:Iteration 71Q (6190.520000 sec): 3 clusters
  Score: Raw -1040461.626450 + Penalty 3004.101173 = -1037457.525277
  nChanged 1
		SP:Iteration 72Q (6190.540000 sec): 3 clusters
  Score: Raw -1040462.765262 + Penalty 3004.101173 = -1037458.664089
  nChanged 2
		SP:Iteration 73Q (6190.560000 sec): 3 clusters
  Score: Raw -1040463.909729 + Penalty 3004.101173 = -1037459.808555
  nChanged 3
		SP:Iteration 74Q (6190.580000 sec): 3 clusters
  Score: Raw -1040464.891623 + Penalty 3004.101173 = -1037460.790449
  nChanged 3
		SP:Iteration 75Q (6190.600000 sec): 3 clusters
  Score: Raw -1040466.630561 + Penalty 3004.101173 = -1037462.529388
  nChanged 3
		SP:Iteration 76Q (6190.620000 sec): 3 clusters
  Score: Raw -1040467.643356 + Penalty 3004.101173 = -1037463.542183
  nChanged 1
		SP:Iteration 77Q (6190.640000 sec): 3 clusters
  Score: Raw -1040468.074550 + Penalty 3004.101173 = -1037463.973377
  nChanged 2
		SP:Iteration 78Q (6190.660000 sec): 3 clusters
  Score: Raw -1040468.487702 + Penalty 3004.101173 = -1037464.386528
  nChanged 3
		SP:Iteration 79Q (6190.680000 sec): 3 clusters
  Score: Raw -1040469.844556 + Penalty 3004.101173 = -1037465.743382
  nChanged 6
		SP:Iteration 80F (6190.700000 sec): 3 clusters
  Score: Raw -1040474.388077 + Penalty 3004.101173 = -1037470.286903
  nChanged 4
		SP:Iteration 81Q (6190.720000 sec): 3 clusters
  Score: Raw -1040476.180933 + Penalty 3004.101173 = -1037472.079760
  nChanged 3
		SP:Iteration 82Q (6190.740000 sec): 3 clusters
  Score: Raw -1040476.637635 + Penalty 3004.101173 = -1037472.536461
  nChanged 2
		SP:Iteration 83Q (6190.760000 sec): 3 clusters
  Score: Raw -1040477.392059 + Penalty 3004.101173 = -1037473.290886
  nChanged 3
		SP:Iteration 84Q (6190.790000 sec): 3 clusters
  Score: Raw -1040479.002118 + Penalty 3004.101173 = -1037474.900944
  nChanged 4
		SP:Iteration 85Q (6190.800000 sec): 3 clusters
  Score: Raw -1040482.374253 + Penalty 3004.101173 = -1037478.273080
  nChanged 6
		SP:Iteration 86Q (6190.820000 sec): 3 clusters
  Score: Raw -1040485.867198 + Penalty 3004.101173 = -1037481.766025
  nChanged 6
		SP:Iteration 87Q (6190.840000 sec): 3 clusters
  Score: Raw -1040489.451717 + Penalty 3004.101173 = -1037485.350543
  nChanged 6
		SP:Iteration 88Q (6190.860000 sec): 3 clusters
  Score: Raw -1040493.102711 + Penalty 3004.101173 = -1037489.001538
  nChanged 3
		SP:Iteration 89Q (6190.880000 sec): 3 clusters
  Score: Raw -1040494.123812 + Penalty 3004.101173 = -1037490.022638
  nChanged 4
		SP:Iteration 90Q (6190.900000 sec): 3 clusters
  Score: Raw -1040495.679509 + Penalty 3004.101173 = -1037491.578336
  nChanged 1
		SP:Iteration 91Q (6190.920000 sec): 3 clusters
  Score: Raw -1040496.685592 + Penalty 3004.101173 = -1037492.584418
  nChanged 3
		SP:Iteration 92Q (6190.940000 sec): 3 clusters
  Score: Raw -1040498.027975 + Penalty 3004.101173 = -1037493.926802
  nChanged 6
		SP:Iteration 93Q (6190.960000 sec): 3 clusters
  Score: Raw -1040502.166647 + Penalty 3004.101173 = -1037498.065474
  nChanged 7
		SP:Iteration 94Q (6190.980000 sec): 3 clusters
  Score: Raw -1040506.310121 + Penalty 3004.101173 = -1037502.208948
  nChanged 6
		SP:Iteration 95Q (6191.000000 sec): 3 clusters
  Score: Raw -1040508.373600 + Penalty 3004.101173 = -1037504.272426
  nChanged 4
		SP:Iteration 96Q (6191.020000 sec): 3 clusters
  Score: Raw -1040510.962540 + Penalty 3004.101173 = -1037506.861367
  nChanged 2
		SP:Iteration 97Q (6191.040000 sec): 3 clusters
  Score: Raw -1040511.895707 + Penalty 3004.101173 = -1037507.794533
  nChanged 2
		SP:Iteration 98Q (6191.060000 sec): 3 clusters
  Score: Raw -1040513.403977 + Penalty 3004.101173 = -1037509.302803
  nChanged 1
		SP:Iteration 99Q (6191.080000 sec): 3 clusters
  Score: Raw -1040513.627083 + Penalty 3004.101173 = -1037509.525909
  nChanged 0
		SP:Iteration 100F (6191.110000 sec): 3 clusters
  Score: Raw -1040513.627083 + Penalty 3004.101173 = -1037509.525909
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (36252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6191.230000 sec): 2 clusters
  Score: Raw -3578384.446112 + Penalty 1705.965598 = -3576678.480514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6191.330000 sec): 3 clusters
  Score: Raw -3555716.151435 + Penalty 3411.931195 = -3552304.220240
  nChanged 16835
		SP:Iteration 1F (6191.430000 sec): 3 clusters
  Score: Raw -3565161.178283 + Penalty 3411.931195 = -3561749.247087
  nChanged 1802
		SP:Iteration 2Q (6191.530000 sec): 3 clusters
  Score: Raw -3565883.317954 + Penalty 3411.931195 = -3562471.386759
  nChanged 1869
		SP:Iteration 3F (6191.630000 sec): 3 clusters
  Score: Raw -3566858.565665 + Penalty 3411.931195 = -3563446.634470
  nChanged 2191
		SP:Iteration 4F (6191.730000 sec): 3 clusters
  Score: Raw -3568308.178230 + Penalty 3411.931195 = -3564896.247035
  nChanged 2386
		SP:Iteration 5F (6191.830000 sec): 3 clusters
  Score: Raw -3570125.785406 + Penalty 3411.931195 = -3566713.854211
  nChanged 2358
		SP:Iteration 6F (6191.920000 sec): 3 clusters
  Score: Raw -3572012.165846 + Penalty 3411.931195 = -3568600.234651
  nChanged 2028
		SP:Iteration 7F (6192.020000 sec): 3 clusters
  Score: Raw -3573527.769508 + Penalty 3411.931195 = -3570115.838313
  nChanged 1694
		SP:Iteration 8Q (6192.120000 sec): 3 clusters
  Score: Raw -3574674.503382 + Penalty 3411.931195 = -3571262.572186
  nChanged 1438
		SP:Iteration 9Q (6192.220000 sec): 3 clusters
  Score: Raw -3575569.111645 + Penalty 3411.931195 = -3572157.180450
  nChanged 1183
		SP:Iteration 10Q (6192.300000 sec): 3 clusters
  Score: Raw -3576279.311793 + Penalty 3411.931195 = -3572867.380598
  nChanged 998
		SP:Iteration 11Q (6192.390000 sec): 3 clusters
  Score: Raw -3576897.899480 + Penalty 3411.931195 = -3573485.968285
  nChanged 860
		SP:Iteration 12Q (6192.480000 sec): 3 clusters
  Score: Raw -3577455.573552 + Penalty 3411.931195 = -3574043.642357
  nChanged 693
		SP:Iteration 13Q (6192.560000 sec): 3 clusters
  Score: Raw -3577910.688561 + Penalty 3411.931195 = -3574498.757365
  nChanged 483
		SP:Iteration 14Q (6192.650000 sec): 3 clusters
  Score: Raw -3578224.810607 + Penalty 3411.931195 = -3574812.879412
  nChanged 324
		SP:Iteration 15Q (6192.730000 sec): 3 clusters
  Score: Raw -3578426.023992 + Penalty 3411.931195 = -3575014.092797
  nChanged 205
		SP:Iteration 16Q (6192.810000 sec): 3 clusters
  Score: Raw -3578543.880794 + Penalty 3411.931195 = -3575131.949599
  nChanged 131
		SP:Iteration 17Q (6192.880000 sec): 3 clusters
  Score: Raw -3578619.657388 + Penalty 3411.931195 = -3575207.726192
  nChanged 103
		SP:Iteration 18Q (6192.960000 sec): 3 clusters
  Score: Raw -3578674.621249 + Penalty 3411.931195 = -3575262.690054
  nChanged 71
		SP:Iteration 19Q (6193.030000 sec): 3 clusters
  Score: Raw -3578715.027147 + Penalty 3411.931195 = -3575303.095952
  nChanged 53
		SP:Iteration 20F (6193.130000 sec): 3 clusters
  Score: Raw -3578738.696353 + Penalty 3411.931195 = -3575326.765157
  nChanged 30
		SP:Iteration 21Q (6193.200000 sec): 3 clusters
  Score: Raw -3578749.856282 + Penalty 3411.931195 = -3575337.925087
  nChanged 20
		SP:Iteration 22Q (6193.280000 sec): 3 clusters
  Score: Raw -3578757.493405 + Penalty 3411.931195 = -3575345.562210
  nChanged 17
		SP:Iteration 23Q (6193.350000 sec): 3 clusters
  Score: Raw -3578766.262020 + Penalty 3411.931195 = -3575354.330825
  nChanged 14
		SP:Iteration 24Q (6193.420000 sec): 3 clusters
  Score: Raw -3578771.101753 + Penalty 3411.931195 = -3575359.170558
  nChanged 12
		SP:Iteration 25Q (6193.500000 sec): 3 clusters
  Score: Raw -3578777.309402 + Penalty 3411.931195 = -3575365.378207
  nChanged 17
		SP:Iteration 26Q (6193.580000 sec): 3 clusters
  Score: Raw -3578784.562879 + Penalty 3411.931195 = -3575372.631684
  nChanged 15
		SP:Iteration 27Q (6193.650000 sec): 3 clusters
  Score: Raw -3578792.135322 + Penalty 3411.931195 = -3575380.204126
  nChanged 16
		SP:Iteration 28Q (6193.720000 sec): 3 clusters
  Score: Raw -3578799.729336 + Penalty 3411.931195 = -3575387.798141
  nChanged 11
		SP:Iteration 29Q (6193.800000 sec): 3 clusters
  Score: Raw -3578805.063458 + Penalty 3411.931195 = -3575393.132262
  nChanged 13
		SP:Iteration 30Q (6193.870000 sec): 3 clusters
  Score: Raw -3578810.443449 + Penalty 3411.931195 = -3575398.512253
  nChanged 9
		SP:Iteration 31Q (6193.940000 sec): 3 clusters
  Score: Raw -3578814.955081 + Penalty 3411.931195 = -3575403.023886
  nChanged 14
		SP:Iteration 32Q (6194.010000 sec): 3 clusters
  Score: Raw -3578824.100938 + Penalty 3411.931195 = -3575412.169742
  nChanged 13
		SP:Iteration 33Q (6194.080000 sec): 3 clusters
  Score: Raw -3578829.674461 + Penalty 3411.931195 = -3575417.743266
  nChanged 9
		SP:Iteration 34Q (6194.150000 sec): 3 clusters
  Score: Raw -3578833.094808 + Penalty 3411.931195 = -3575421.163613
  nChanged 2
		SP:Iteration 35Q (6194.220000 sec): 3 clusters
  Score: Raw -3578833.423978 + Penalty 3411.931195 = -3575421.492782
  nChanged 1
		SP:Iteration 36Q (6194.300000 sec): 3 clusters
  Score: Raw -3578833.627403 + Penalty 3411.931195 = -3575421.696208
  nChanged 2
		SP:Iteration 37Q (6194.360000 sec): 3 clusters
  Score: Raw -3578834.417897 + Penalty 3411.931195 = -3575422.486702
  nChanged 6
		SP:Iteration 38Q (6194.440000 sec): 3 clusters
  Score: Raw -3578836.862249 + Penalty 3411.931195 = -3575424.931053
  nChanged 7
		SP:Iteration 39Q (6194.510000 sec): 3 clusters
  Score: Raw -3578839.974557 + Penalty 3411.931195 = -3575428.043362
  nChanged 7
		SP:Iteration 40F (6194.610000 sec): 3 clusters
  Score: Raw -3578843.497058 + Penalty 3411.931195 = -3575431.565863
  nChanged 7
		SP:Iteration 41Q (6194.680000 sec): 3 clusters
  Score: Raw -3578846.280367 + Penalty 3411.931195 = -3575434.349172
  nChanged 4
		SP:Iteration 42Q (6194.750000 sec): 3 clusters
  Score: Raw -3578849.035702 + Penalty 3411.931195 = -3575437.104507
  nChanged 10
		SP:Iteration 43Q (6194.820000 sec): 3 clusters
  Score: Raw -3578853.782259 + Penalty 3411.931195 = -3575441.851063
  nChanged 6
		SP:Iteration 44Q (6194.890000 sec): 3 clusters
  Score: Raw -3578856.018379 + Penalty 3411.931195 = -3575444.087183
  nChanged 5
		SP:Iteration 45Q (6194.960000 sec): 3 clusters
  Score: Raw -3578858.222364 + Penalty 3411.931195 = -3575446.291169
  nChanged 5
		SP:Iteration 46Q (6195.030000 sec): 3 clusters
  Score: Raw -3578861.059140 + Penalty 3411.931195 = -3575449.127944
  nChanged 5
		SP:Iteration 47Q (6195.100000 sec): 3 clusters
  Score: Raw -3578863.314265 + Penalty 3411.931195 = -3575451.383070
  nChanged 5
		SP:Iteration 48Q (6195.170000 sec): 3 clusters
  Score: Raw -3578865.257801 + Penalty 3411.931195 = -3575453.326606
  nChanged 3
		SP:Iteration 49Q (6195.240000 sec): 3 clusters
  Score: Raw -3578866.833314 + Penalty 3411.931195 = -3575454.902119
  nChanged 6
		SP:Iteration 50Q (6195.310000 sec): 3 clusters
  Score: Raw -3578868.715619 + Penalty 3411.931195 = -3575456.784424
  nChanged 1
		SP:Iteration 51Q (6195.380000 sec): 3 clusters
  Score: Raw -3578869.066078 + Penalty 3411.931195 = -3575457.134883
  nChanged 1
		SP:Iteration 52Q (6195.450000 sec): 3 clusters
  Score: Raw -3578869.529739 + Penalty 3411.931195 = -3575457.598544
  nChanged 2
		SP:Iteration 53Q (6195.520000 sec): 3 clusters
  Score: Raw -3578870.216508 + Penalty 3411.931195 = -3575458.285313
  nChanged 1
		SP:Iteration 54Q (6195.590000 sec): 3 clusters
  Score: Raw -3578870.601738 + Penalty 3411.931195 = -3575458.670543
  nChanged 0
		SP:Iteration 55F (6195.690000 sec): 3 clusters
  Score: Raw -3578870.601738 + Penalty 3411.931195 = -3575458.670543
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6196.060000 sec): 2 clusters
  Score: Raw -11188145.663094 + Penalty 1888.142332 = -11186257.520762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6196.360000 sec): 3 clusters
  Score: Raw -11115284.116655 + Penalty 3776.284664 = -11111507.831991
  nChanged 53548
		SP:Iteration 1F (6196.670000 sec): 3 clusters
  Score: Raw -11147142.135340 + Penalty 3776.284664 = -11143365.850676
  nChanged 4401
		SP:Iteration 2Q (6196.990000 sec): 3 clusters
  Score: Raw -11148821.748536 + Penalty 3776.284664 = -11145045.463872
  nChanged 5053
		SP:Iteration 3Q (6197.310000 sec): 3 clusters
  Score: Raw -11151215.051628 + Penalty 3776.284664 = -11147438.766964
  nChanged 6126
		SP:Iteration 4F (6197.620000 sec): 3 clusters
  Score: Raw -11154743.494064 + Penalty 3776.284664 = -11150967.209400
  nChanged 7197
		SP:Iteration 5F (6197.920000 sec): 3 clusters
  Score: Raw -11159769.101643 + Penalty 3776.284664 = -11155992.816979
  nChanged 7822
		SP:Iteration 6F (6198.240000 sec): 3 clusters
  Score: Raw -11165684.145503 + Penalty 3776.284664 = -11161907.860840
  nChanged 7384
		SP:Iteration 7F (6198.540000 sec): 3 clusters
  Score: Raw -11171621.809708 + Penalty 3776.284664 = -11167845.525044
  nChanged 6287
		SP:Iteration 8F (6198.840000 sec): 3 clusters
  Score: Raw -11176814.730553 + Penalty 3776.284664 = -11173038.445889
  nChanged 4810
		SP:Iteration 9Q (6199.130000 sec): 3 clusters
  Score: Raw -11180735.103535 + Penalty 3776.284664 = -11176958.818871
  nChanged 3514
		SP:Iteration 10Q (6199.400000 sec): 3 clusters
  Score: Raw -11183577.336436 + Penalty 3776.284664 = -11179801.051772
  nChanged 2408
		SP:Iteration 11Q (6199.650000 sec): 3 clusters
  Score: Raw -11185486.270999 + Penalty 3776.284664 = -11181709.986335
  nChanged 1559
		SP:Iteration 12Q (6199.900000 sec): 3 clusters
  Score: Raw -11186682.258293 + Penalty 3776.284664 = -11182905.973629
  nChanged 978
		SP:Iteration 13Q (6200.120000 sec): 3 clusters
  Score: Raw -11187397.553581 + Penalty 3776.284664 = -11183621.268917
  nChanged 605
		SP:Iteration 14Q (6200.360000 sec): 3 clusters
  Score: Raw -11187844.744671 + Penalty 3776.284664 = -11184068.460007
  nChanged 364
		SP:Iteration 15Q (6200.580000 sec): 3 clusters
  Score: Raw -11188098.981307 + Penalty 3776.284664 = -11184322.696643
  nChanged 219
		SP:Iteration 16Q (6200.800000 sec): 3 clusters
  Score: Raw -11188247.566808 + Penalty 3776.284664 = -11184471.282144
  nChanged 144
		SP:Iteration 17Q (6201.040000 sec): 3 clusters
  Score: Raw -11188352.703111 + Penalty 3776.284664 = -11184576.418447
  nChanged 98
		SP:Iteration 18Q (6201.260000 sec): 3 clusters
  Score: Raw -11188424.772727 + Penalty 3776.284664 = -11184648.488063
  nChanged 81
		SP:Iteration 19Q (6201.480000 sec): 3 clusters
  Score: Raw -11188473.405333 + Penalty 3776.284664 = -11184697.120669
  nChanged 49
		SP:Iteration 20F (6201.770000 sec): 3 clusters
  Score: Raw -11188498.118130 + Penalty 3776.284664 = -11184721.833466
  nChanged 35
		SP:Iteration 21Q (6201.980000 sec): 3 clusters
  Score: Raw -11188512.662095 + Penalty 3776.284664 = -11184736.377431
  nChanged 26
		SP:Iteration 22Q (6202.200000 sec): 3 clusters
  Score: Raw -11188523.775889 + Penalty 3776.284664 = -11184747.491225
  nChanged 22
		SP:Iteration 23Q (6202.410000 sec): 3 clusters
  Score: Raw -11188533.851552 + Penalty 3776.284664 = -11184757.566888
  nChanged 16
		SP:Iteration 24Q (6202.620000 sec): 3 clusters
  Score: Raw -11188539.211611 + Penalty 3776.284664 = -11184762.926947
  nChanged 11
		SP:Iteration 25Q (6202.840000 sec): 3 clusters
  Score: Raw -11188542.663831 + Penalty 3776.284664 = -11184766.379167
  nChanged 7
		SP:Iteration 26Q (6203.050000 sec): 3 clusters
  Score: Raw -11188546.552232 + Penalty 3776.284664 = -11184770.267568
  nChanged 6
		SP:Iteration 27Q (6203.260000 sec): 3 clusters
  Score: Raw -11188549.156639 + Penalty 3776.284664 = -11184772.871975
  nChanged 10
		SP:Iteration 28Q (6203.480000 sec): 3 clusters
  Score: Raw -11188553.592776 + Penalty 3776.284664 = -11184777.308112
  nChanged 9
		SP:Iteration 29Q (6203.700000 sec): 3 clusters
  Score: Raw -11188556.823083 + Penalty 3776.284664 = -11184780.538419
  nChanged 7
		SP:Iteration 30Q (6203.910000 sec): 3 clusters
  Score: Raw -11188560.958561 + Penalty 3776.284664 = -11184784.673897
  nChanged 8
		SP:Iteration 31Q (6204.120000 sec): 3 clusters
  Score: Raw -11188564.428585 + Penalty 3776.284664 = -11184788.143921
  nChanged 5
		SP:Iteration 32Q (6204.340000 sec): 3 clusters
  Score: Raw -11188566.309492 + Penalty 3776.284664 = -11184790.024828
  nChanged 6
		SP:Iteration 33Q (6204.550000 sec): 3 clusters
  Score: Raw -11188569.399748 + Penalty 3776.284664 = -11184793.115084
  nChanged 12
		SP:Iteration 34Q (6204.760000 sec): 3 clusters
  Score: Raw -11188574.026936 + Penalty 3776.284664 = -11184797.742272
  nChanged 10
		SP:Iteration 35Q (6204.970000 sec): 3 clusters
  Score: Raw -11188577.510429 + Penalty 3776.284664 = -11184801.225765
  nChanged 8
		SP:Iteration 36Q (6205.190000 sec): 3 clusters
  Score: Raw -11188581.014160 + Penalty 3776.284664 = -11184804.729496
  nChanged 5
		SP:Iteration 37Q (6205.400000 sec): 3 clusters
  Score: Raw -11188582.151124 + Penalty 3776.284664 = -11184805.866460
  nChanged 0
		SP:Iteration 38F (6205.700000 sec): 3 clusters
  Score: Raw -11188582.151124 + Penalty 3776.284664 = -11184805.866460
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6205.800000 sec): 2 clusters
  Score: Raw -478502.096510 + Penalty 1388.183223 = -477113.913287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6205.810000 sec): 3 clusters
  Score: Raw -475920.928871 + Penalty 2776.366446 = -473144.562425
  nChanged 2066
		SP:Iteration 1F (6205.820000 sec): 3 clusters
  Score: Raw -477220.543422 + Penalty 2776.366446 = -474444.176976
  nChanged 398
		SP:Iteration 2F (6205.840000 sec): 3 clusters
  Score: Raw -477490.541602 + Penalty 2776.366446 = -474714.175156
  nChanged 313
		SP:Iteration 3F (6205.850000 sec): 3 clusters
  Score: Raw -477732.680008 + Penalty 2776.366446 = -474956.313562
  nChanged 267
		SP:Iteration 4F (6205.860000 sec): 3 clusters
  Score: Raw -477953.329096 + Penalty 2776.366446 = -475176.962650
  nChanged 265
		SP:Iteration 5F (6205.870000 sec): 3 clusters
  Score: Raw -478186.024355 + Penalty 2776.366446 = -475409.657909
  nChanged 265
		SP:Iteration 6F (6205.890000 sec): 3 clusters
  Score: Raw -478405.550454 + Penalty 2776.366446 = -475629.184008
  nChanged 215
		SP:Iteration 7Q (6205.900000 sec): 3 clusters
  Score: Raw -478558.099004 + Penalty 2776.366446 = -475781.732558
  nChanged 171
		SP:Iteration 8Q (6205.910000 sec): 3 clusters
  Score: Raw -478667.483569 + Penalty 2776.366446 = -475891.117124
  nChanged 153
		SP:Iteration 9Q (6205.920000 sec): 3 clusters
  Score: Raw -478765.663528 + Penalty 2776.366446 = -475989.297082
  nChanged 135
		SP:Iteration 10Q (6205.940000 sec): 3 clusters
  Score: Raw -478834.640485 + Penalty 2776.366446 = -476058.274039
  nChanged 105
		SP:Iteration 11Q (6205.950000 sec): 3 clusters
  Score: Raw -478888.380758 + Penalty 2776.366446 = -476112.014312
  nChanged 101
		SP:Iteration 12Q (6205.960000 sec): 3 clusters
  Score: Raw -478937.079224 + Penalty 2776.366446 = -476160.712778
  nChanged 78
		SP:Iteration 13Q (6205.980000 sec): 3 clusters
  Score: Raw -478974.420442 + Penalty 2776.366446 = -476198.053996
  nChanged 77
		SP:Iteration 14Q (6205.990000 sec): 3 clusters
  Score: Raw -479008.993046 + Penalty 2776.366446 = -476232.626600
  nChanged 63
		SP:Iteration 15Q (6206.000000 sec): 3 clusters
  Score: Raw -479034.074675 + Penalty 2776.366446 = -476257.708229
  nChanged 57
		SP:Iteration 16Q (6206.010000 sec): 3 clusters
  Score: Raw -479060.540608 + Penalty 2776.366446 = -476284.174162
  nChanged 61
		SP:Iteration 17Q (6206.020000 sec): 3 clusters
  Score: Raw -479087.359801 + Penalty 2776.366446 = -476310.993356
  nChanged 50
		SP:Iteration 18Q (6206.040000 sec): 3 clusters
  Score: Raw -479108.693304 + Penalty 2776.366446 = -476332.326858
  nChanged 54
		SP:Iteration 19Q (6206.050000 sec): 3 clusters
  Score: Raw -479132.315942 + Penalty 2776.366446 = -476355.949496
  nChanged 47
		SP:Iteration 20F (6206.060000 sec): 3 clusters
  Score: Raw -479153.133142 + Penalty 2776.366446 = -476376.766696
  nChanged 40
		SP:Iteration 21Q (6206.070000 sec): 3 clusters
  Score: Raw -479168.053223 + Penalty 2776.366446 = -476391.686777
  nChanged 41
		SP:Iteration 22Q (6206.080000 sec): 3 clusters
  Score: Raw -479188.934230 + Penalty 2776.366446 = -476412.567784
  nChanged 36
		SP:Iteration 23Q (6206.100000 sec): 3 clusters
  Score: Raw -479205.499325 + Penalty 2776.366446 = -476429.132879
  nChanged 39
		SP:Iteration 24Q (6206.110000 sec): 3 clusters
  Score: Raw -479219.211203 + Penalty 2776.366446 = -476442.844757
  nChanged 35
		SP:Iteration 25Q (6206.120000 sec): 3 clusters
  Score: Raw -479231.871631 + Penalty 2776.366446 = -476455.505186
  nChanged 32
		SP:Iteration 26Q (6206.130000 sec): 3 clusters
  Score: Raw -479243.888098 + Penalty 2776.366446 = -476467.521652
  nChanged 27
		SP:Iteration 27Q (6206.140000 sec): 3 clusters
  Score: Raw -479252.886163 + Penalty 2776.366446 = -476476.519717
  nChanged 20
		SP:Iteration 28Q (6206.160000 sec): 3 clusters
  Score: Raw -479259.651489 + Penalty 2776.366446 = -476483.285043
  nChanged 18
		SP:Iteration 29Q (6206.170000 sec): 3 clusters
  Score: Raw -479264.943517 + Penalty 2776.366446 = -476488.577072
  nChanged 17
		SP:Iteration 30Q (6206.180000 sec): 3 clusters
  Score: Raw -479272.228027 + Penalty 2776.366446 = -476495.861581
  nChanged 32
		SP:Iteration 31Q (6206.200000 sec): 3 clusters
  Score: Raw -479285.284771 + Penalty 2776.366446 = -476508.918325
  nChanged 19
		SP:Iteration 32Q (6206.210000 sec): 3 clusters
  Score: Raw -479292.317874 + Penalty 2776.366446 = -476515.951428
  nChanged 17
		SP:Iteration 33Q (6206.220000 sec): 3 clusters
  Score: Raw -479298.772380 + Penalty 2776.366446 = -476522.405934
  nChanged 18
		SP:Iteration 34Q (6206.230000 sec): 3 clusters
  Score: Raw -479305.388243 + Penalty 2776.366446 = -476529.021797
  nChanged 17
		SP:Iteration 35Q (6206.240000 sec): 3 clusters
  Score: Raw -479312.332349 + Penalty 2776.366446 = -476535.965903
  nChanged 15
		SP:Iteration 36Q (6206.260000 sec): 3 clusters
  Score: Raw -479317.417976 + Penalty 2776.366446 = -476541.051530
  nChanged 11
		SP:Iteration 37Q (6206.270000 sec): 3 clusters
  Score: Raw -479321.200404 + Penalty 2776.366446 = -476544.833958
  nChanged 11
		SP:Iteration 38Q (6206.280000 sec): 3 clusters
  Score: Raw -479325.703954 + Penalty 2776.366446 = -476549.337508
  nChanged 15
		SP:Iteration 39Q (6206.290000 sec): 3 clusters
  Score: Raw -479330.665031 + Penalty 2776.366446 = -476554.298585
  nChanged 12
		SP:Iteration 40F (6206.300000 sec): 3 clusters
  Score: Raw -479335.336167 + Penalty 2776.366446 = -476558.969721
  nChanged 11
		SP:Iteration 41Q (6206.320000 sec): 3 clusters
  Score: Raw -479339.366753 + Penalty 2776.366446 = -476563.000307
  nChanged 9
		SP:Iteration 42Q (6206.330000 sec): 3 clusters
  Score: Raw -479341.813246 + Penalty 2776.366446 = -476565.446800
  nChanged 7
		SP:Iteration 43Q (6206.340000 sec): 3 clusters
  Score: Raw -479345.021212 + Penalty 2776.366446 = -476568.654766
  nChanged 6
		SP:Iteration 44Q (6206.350000 sec): 3 clusters
  Score: Raw -479346.936933 + Penalty 2776.366446 = -476570.570487
  nChanged 5
		SP:Iteration 45Q (6206.360000 sec): 3 clusters
  Score: Raw -479347.872179 + Penalty 2776.366446 = -476571.505733
  nChanged 3
		SP:Iteration 46Q (6206.380000 sec): 3 clusters
  Score: Raw -479349.043213 + Penalty 2776.366446 = -476572.676767
  nChanged 3
		SP:Iteration 47Q (6206.390000 sec): 3 clusters
  Score: Raw -479349.814485 + Penalty 2776.366446 = -476573.448039
  nChanged 8
		SP:Iteration 48Q (6206.400000 sec): 3 clusters
  Score: Raw -479352.374810 + Penalty 2776.366446 = -476576.008364
  nChanged 4
		SP:Iteration 49Q (6206.410000 sec): 3 clusters
  Score: Raw -479353.279435 + Penalty 2776.366446 = -476576.912989
  nChanged 3
		SP:Iteration 50Q (6206.420000 sec): 3 clusters
  Score: Raw -479353.886552 + Penalty 2776.366446 = -476577.520106
  nChanged 2
		SP:Iteration 51Q (6206.440000 sec): 3 clusters
  Score: Raw -479354.295427 + Penalty 2776.366446 = -476577.928981
  nChanged 0
		SP:Iteration 52F (6206.450000 sec): 3 clusters
  Score: Raw -479354.295427 + Penalty 2776.366446 = -476577.928981
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (118950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6206.890000 sec): 2 clusters
  Score: Raw -12224396.613470 + Penalty 1899.049509 = -12222497.563961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6207.230000 sec): 3 clusters
  Score: Raw -12146840.637706 + Penalty 3798.099018 = -12143042.538688
  nChanged 57150
		SP:Iteration 1F (6207.550000 sec): 3 clusters
  Score: Raw -12179938.750619 + Penalty 3798.099018 = -12176140.651601
  nChanged 4376
		SP:Iteration 2Q (6207.890000 sec): 3 clusters
  Score: Raw -12181502.533329 + Penalty 3798.099018 = -12177704.434311
  nChanged 6057
		SP:Iteration 3F (6208.230000 sec): 3 clusters
  Score: Raw -12184609.303988 + Penalty 3798.099018 = -12180811.204970
  nChanged 8364
		SP:Iteration 4F (6208.550000 sec): 3 clusters
  Score: Raw -12190407.061425 + Penalty 3798.099018 = -12186608.962407
  nChanged 10277
		SP:Iteration 5F (6208.870000 sec): 3 clusters
  Score: Raw -12198943.124547 + Penalty 3798.099018 = -12195145.025529
  nChanged 10052
		SP:Iteration 6F (6209.190000 sec): 3 clusters
  Score: Raw -12207633.183380 + Penalty 3798.099018 = -12203835.084363
  nChanged 7580
		SP:Iteration 7F (6209.510000 sec): 3 clusters
  Score: Raw -12214092.580926 + Penalty 3798.099018 = -12210294.481908
  nChanged 5045
		SP:Iteration 8Q (6209.840000 sec): 3 clusters
  Score: Raw -12218339.794919 + Penalty 3798.099018 = -12214541.695901
  nChanged 3304
		SP:Iteration 9Q (6210.150000 sec): 3 clusters
  Score: Raw -12221082.338133 + Penalty 3798.099018 = -12217284.239115
  nChanged 1955
		SP:Iteration 10Q (6210.450000 sec): 3 clusters
  Score: Raw -12222718.570690 + Penalty 3798.099018 = -12218920.471673
  nChanged 1132
		SP:Iteration 11Q (6210.730000 sec): 3 clusters
  Score: Raw -12223661.871854 + Penalty 3798.099018 = -12219863.772836
  nChanged 559
		SP:Iteration 12Q (6210.980000 sec): 3 clusters
  Score: Raw -12224113.761234 + Penalty 3798.099018 = -12220315.662216
  nChanged 301
		SP:Iteration 13Q (6211.230000 sec): 3 clusters
  Score: Raw -12224338.850494 + Penalty 3798.099018 = -12220540.751476
  nChanged 176
		SP:Iteration 14Q (6211.460000 sec): 3 clusters
  Score: Raw -12224473.198280 + Penalty 3798.099018 = -12220675.099262
  nChanged 102
		SP:Iteration 15Q (6211.690000 sec): 3 clusters
  Score: Raw -12224558.993600 + Penalty 3798.099018 = -12220760.894582
  nChanged 65
		SP:Iteration 16Q (6211.920000 sec): 3 clusters
  Score: Raw -12224606.047314 + Penalty 3798.099018 = -12220807.948297
  nChanged 38
		SP:Iteration 17Q (6212.150000 sec): 3 clusters
  Score: Raw -12224632.625913 + Penalty 3798.099018 = -12220834.526895
  nChanged 26
		SP:Iteration 18Q (6212.380000 sec): 3 clusters
  Score: Raw -12224649.685764 + Penalty 3798.099018 = -12220851.586746
  nChanged 15
		SP:Iteration 19Q (6212.610000 sec): 3 clusters
  Score: Raw -12224660.566849 + Penalty 3798.099018 = -12220862.467832
  nChanged 16
		SP:Iteration 20F (6212.930000 sec): 3 clusters
  Score: Raw -12224670.554496 + Penalty 3798.099018 = -12220872.455479
  nChanged 8
		SP:Iteration 21Q (6213.150000 sec): 3 clusters
  Score: Raw -12224676.549157 + Penalty 3798.099018 = -12220878.450140
  nChanged 8
		SP:Iteration 22Q (6213.380000 sec): 3 clusters
  Score: Raw -12224680.867792 + Penalty 3798.099018 = -12220882.768775
  nChanged 5
		SP:Iteration 23Q (6213.610000 sec): 3 clusters
  Score: Raw -12224684.236221 + Penalty 3798.099018 = -12220886.137203
  nChanged 2
		SP:Iteration 24Q (6213.840000 sec): 3 clusters
  Score: Raw -12224684.803465 + Penalty 3798.099018 = -12220886.704447
  nChanged 1
		SP:Iteration 25Q (6214.070000 sec): 3 clusters
  Score: Raw -12224685.196547 + Penalty 3798.099018 = -12220887.097529
  nChanged 0
		SP:Iteration 26F (6214.380000 sec): 3 clusters
  Score: Raw -12224685.196547 + Penalty 3798.099018 = -12220887.097529
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6214.470000 sec): 2 clusters
  Score: Raw -84615.670620 + Penalty 1142.801442 = -83472.869177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6214.470000 sec): 3 clusters
  Score: Raw -84334.380933 + Penalty 2285.602885 = -82048.778048
  nChanged 348
		SP:Iteration 1F (6214.480000 sec): 3 clusters
  Score: Raw -84920.249459 + Penalty 2285.602885 = -82634.646574
  nChanged 128
		SP:Iteration 2F (6214.480000 sec): 3 clusters
  Score: Raw -85165.434682 + Penalty 2285.602885 = -82879.831797
  nChanged 68
		SP:Iteration 3F (6214.490000 sec): 3 clusters
  Score: Raw -85271.757409 + Penalty 2285.602885 = -82986.154524
  nChanged 41
		SP:Iteration 4Q (6214.490000 sec): 3 clusters
  Score: Raw -85338.705342 + Penalty 2285.602885 = -83053.102457
  nChanged 25
		SP:Iteration 5Q (6214.490000 sec): 3 clusters
  Score: Raw -85370.963993 + Penalty 2285.602885 = -83085.361108
  nChanged 14
		SP:Iteration 6Q (6214.490000 sec): 3 clusters
  Score: Raw -85382.245776 + Penalty 2285.602885 = -83096.642892
  nChanged 8
		SP:Iteration 7Q (6214.490000 sec): 3 clusters
  Score: Raw -85390.479530 + Penalty 2285.602885 = -83104.876645
  nChanged 5
		SP:Iteration 8Q (6214.500000 sec): 3 clusters
  Score: Raw -85402.276505 + Penalty 2285.602885 = -83116.673620
  nChanged 6
		SP:Iteration 9Q (6214.500000 sec): 3 clusters
  Score: Raw -85408.667403 + Penalty 2285.602885 = -83123.064518
  nChanged 5
		SP:Iteration 10Q (6214.500000 sec): 3 clusters
  Score: Raw -85413.349165 + Penalty 2285.602885 = -83127.746280
  nChanged 5
		SP:Iteration 11Q (6214.500000 sec): 3 clusters
  Score: Raw -85418.399514 + Penalty 2285.602885 = -83132.796629
  nChanged 5
		SP:Iteration 12Q (6214.510000 sec): 3 clusters
  Score: Raw -85428.525682 + Penalty 2285.602885 = -83142.922797
  nChanged 4
		SP:Iteration 13Q (6214.510000 sec): 3 clusters
  Score: Raw -85434.964872 + Penalty 2285.602885 = -83149.361987
  nChanged 4
		SP:Iteration 14Q (6214.510000 sec): 3 clusters
  Score: Raw -85437.360255 + Penalty 2285.602885 = -83151.757370
  nChanged 0
		SP:Iteration 15F (6214.510000 sec): 3 clusters
  Score: Raw -85437.360255 + Penalty 2285.602885 = -83151.757370
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6214.530000 sec): 2 clusters
  Score: Raw -389274.113514 + Penalty 1355.479159 = -387918.634354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6214.540000 sec): 3 clusters
  Score: Raw -387206.307207 + Penalty 2710.958319 = -384495.348888
  nChanged 1658
		SP:Iteration 1F (6214.550000 sec): 3 clusters
  Score: Raw -388229.362934 + Penalty 2710.958319 = -385518.404615
  nChanged 336
		SP:Iteration 2F (6214.560000 sec): 3 clusters
  Score: Raw -388485.157975 + Penalty 2710.958319 = -385774.199656
  nChanged 240
		SP:Iteration 3F (6214.570000 sec): 3 clusters
  Score: Raw -388641.526297 + Penalty 2710.958319 = -385930.567978
  nChanged 187
		SP:Iteration 4Q (6214.590000 sec): 3 clusters
  Score: Raw -388769.879734 + Penalty 2710.958319 = -386058.921415
  nChanged 180
		SP:Iteration 5Q (6214.590000 sec): 3 clusters
  Score: Raw -388899.182414 + Penalty 2710.958319 = -386188.224095
  nChanged 163
		SP:Iteration 6Q (6214.610000 sec): 3 clusters
  Score: Raw -388988.869848 + Penalty 2710.958319 = -386277.911529
  nChanged 140
		SP:Iteration 7Q (6214.610000 sec): 3 clusters
  Score: Raw -389086.286033 + Penalty 2710.958319 = -386375.327714
  nChanged 130
		SP:Iteration 8Q (6214.630000 sec): 3 clusters
  Score: Raw -389159.710651 + Penalty 2710.958319 = -386448.752332
  nChanged 110
		SP:Iteration 9Q (6214.640000 sec): 3 clusters
  Score: Raw -389215.044093 + Penalty 2710.958319 = -386504.085774
  nChanged 106
		SP:Iteration 10Q (6214.650000 sec): 3 clusters
  Score: Raw -389261.174402 + Penalty 2710.958319 = -386550.216083
  nChanged 88
		SP:Iteration 11Q (6214.660000 sec): 3 clusters
  Score: Raw -389303.616614 + Penalty 2710.958319 = -386592.658296
  nChanged 84
		SP:Iteration 12Q (6214.670000 sec): 3 clusters
  Score: Raw -389349.009332 + Penalty 2710.958319 = -386638.051013
  nChanged 95
		SP:Iteration 13Q (6214.680000 sec): 3 clusters
  Score: Raw -389404.035166 + Penalty 2710.958319 = -386693.076848
  nChanged 85
		SP:Iteration 14Q (6214.690000 sec): 3 clusters
  Score: Raw -389453.106502 + Penalty 2710.958319 = -386742.148184
  nChanged 90
		SP:Iteration 15Q (6214.700000 sec): 3 clusters
  Score: Raw -389508.609836 + Penalty 2710.958319 = -386797.651517
  nChanged 95
		SP:Iteration 16Q (6214.710000 sec): 3 clusters
  Score: Raw -389564.463109 + Penalty 2710.958319 = -386853.504791
  nChanged 77
		SP:Iteration 17Q (6214.720000 sec): 3 clusters
  Score: Raw -389623.468720 + Penalty 2710.958319 = -386912.510402
  nChanged 79
		SP:Iteration 18Q (6214.730000 sec): 3 clusters
  Score: Raw -389675.387967 + Penalty 2710.958319 = -386964.429648
  nChanged 76
		SP:Iteration 19Q (6214.740000 sec): 3 clusters
  Score: Raw -389719.704989 + Penalty 2710.958319 = -387008.746670
  nChanged 66
		SP:Iteration 20F (6214.750000 sec): 3 clusters
  Score: Raw -389755.216184 + Penalty 2710.958319 = -387044.257866
  nChanged 66
		SP:Iteration 21Q (6214.760000 sec): 3 clusters
  Score: Raw -389798.219792 + Penalty 2710.958319 = -387087.261473
  nChanged 66
		SP:Iteration 22Q (6214.770000 sec): 3 clusters
  Score: Raw -389839.830616 + Penalty 2710.958319 = -387128.872298
  nChanged 68
		SP:Iteration 23Q (6214.780000 sec): 3 clusters
  Score: Raw -389879.711755 + Penalty 2710.958319 = -387168.753437
  nChanged 71
		SP:Iteration 24Q (6214.790000 sec): 3 clusters
  Score: Raw -389926.936821 + Penalty 2710.958319 = -387215.978503
  nChanged 67
		SP:Iteration 25Q (6214.800000 sec): 3 clusters
  Score: Raw -389979.677848 + Penalty 2710.958319 = -387268.719529
  nChanged 80
		SP:Iteration 26Q (6214.810000 sec): 3 clusters
  Score: Raw -390037.857729 + Penalty 2710.958319 = -387326.899410
  nChanged 63
		SP:Iteration 27Q (6214.810000 sec): 3 clusters
  Score: Raw -390078.942319 + Penalty 2710.958319 = -387367.984001
  nChanged 55
		SP:Iteration 28Q (6214.830000 sec): 3 clusters
  Score: Raw -390114.893058 + Penalty 2710.958319 = -387403.934739
  nChanged 52
		SP:Iteration 29Q (6214.830000 sec): 3 clusters
  Score: Raw -390138.483759 + Penalty 2710.958319 = -387427.525440
  nChanged 37
		SP:Iteration 30Q (6214.840000 sec): 3 clusters
  Score: Raw -390156.041960 + Penalty 2710.958319 = -387445.083641
  nChanged 33
		SP:Iteration 31Q (6214.850000 sec): 3 clusters
  Score: Raw -390169.120589 + Penalty 2710.958319 = -387458.162270
  nChanged 31
		SP:Iteration 32Q (6214.860000 sec): 3 clusters
  Score: Raw -390180.415878 + Penalty 2710.958319 = -387469.457559
  nChanged 33
		SP:Iteration 33Q (6214.870000 sec): 3 clusters
  Score: Raw -390193.760398 + Penalty 2710.958319 = -387482.802079
  nChanged 24
		SP:Iteration 34Q (6214.880000 sec): 3 clusters
  Score: Raw -390204.012477 + Penalty 2710.958319 = -387493.054158
  nChanged 24
		SP:Iteration 35Q (6214.890000 sec): 3 clusters
  Score: Raw -390216.413864 + Penalty 2710.958319 = -387505.455545
  nChanged 21
		SP:Iteration 36Q (6214.900000 sec): 3 clusters
  Score: Raw -390226.111675 + Penalty 2710.958319 = -387515.153357
  nChanged 15
		SP:Iteration 37Q (6214.910000 sec): 3 clusters
  Score: Raw -390232.640032 + Penalty 2710.958319 = -387521.681713
  nChanged 14
		SP:Iteration 38Q (6214.920000 sec): 3 clusters
  Score: Raw -390236.914410 + Penalty 2710.958319 = -387525.956091
  nChanged 12
		SP:Iteration 39Q (6214.930000 sec): 3 clusters
  Score: Raw -390240.079493 + Penalty 2710.958319 = -387529.121174
  nChanged 8
		SP:Iteration 40F (6214.930000 sec): 3 clusters
  Score: Raw -390244.175275 + Penalty 2710.958319 = -387533.216956
  nChanged 5
		SP:Iteration 41Q (6214.950000 sec): 3 clusters
  Score: Raw -390246.679102 + Penalty 2710.958319 = -387535.720783
  nChanged 8
		SP:Iteration 42Q (6214.950000 sec): 3 clusters
  Score: Raw -390249.168062 + Penalty 2710.958319 = -387538.209743
  nChanged 8
		SP:Iteration 43Q (6214.960000 sec): 3 clusters
  Score: Raw -390251.237211 + Penalty 2710.958319 = -387540.278892
  nChanged 2
		SP:Iteration 44Q (6214.970000 sec): 3 clusters
  Score: Raw -390252.100310 + Penalty 2710.958319 = -387541.141991
  nChanged 4
		SP:Iteration 45Q (6214.980000 sec): 3 clusters
  Score: Raw -390253.499302 + Penalty 2710.958319 = -387542.540983
  nChanged 5
		SP:Iteration 46Q (6214.990000 sec): 3 clusters
  Score: Raw -390255.445445 + Penalty 2710.958319 = -387544.487126
  nChanged 5
		SP:Iteration 47Q (6215.000000 sec): 3 clusters
  Score: Raw -390256.865759 + Penalty 2710.958319 = -387545.907440
  nChanged 7
		SP:Iteration 48Q (6215.010000 sec): 3 clusters
  Score: Raw -390258.412489 + Penalty 2710.958319 = -387547.454171
  nChanged 7
		SP:Iteration 49Q (6215.010000 sec): 3 clusters
  Score: Raw -390259.914486 + Penalty 2710.958319 = -387548.956167
  nChanged 5
		SP:Iteration 50Q (6215.020000 sec): 3 clusters
  Score: Raw -390261.073705 + Penalty 2710.958319 = -387550.115386
  nChanged 2
		SP:Iteration 51Q (6215.030000 sec): 3 clusters
  Score: Raw -390261.600728 + Penalty 2710.958319 = -387550.642409
  nChanged 1
		SP:Iteration 52Q (6215.040000 sec): 3 clusters
  Score: Raw -390262.337312 + Penalty 2710.958319 = -387551.378993
  nChanged 3
		SP:Iteration 53Q (6215.050000 sec): 3 clusters
  Score: Raw -390263.772807 + Penalty 2710.958319 = -387552.814488
  nChanged 2
		SP:Iteration 54Q (6215.060000 sec): 3 clusters
  Score: Raw -390264.362422 + Penalty 2710.958319 = -387553.404104
  nChanged 3
		SP:Iteration 55Q (6215.070000 sec): 3 clusters
  Score: Raw -390264.974045 + Penalty 2710.958319 = -387554.015726
  nChanged 3
		SP:Iteration 56Q (6215.080000 sec): 3 clusters
  Score: Raw -390265.605619 + Penalty 2710.958319 = -387554.647300
  nChanged 2
		SP:Iteration 57Q (6215.090000 sec): 3 clusters
  Score: Raw -390265.953726 + Penalty 2710.958319 = -387554.995408
  nChanged 0
		SP:Iteration 58F (6215.100000 sec): 3 clusters
  Score: Raw -390265.953726 + Penalty 2710.958319 = -387554.995408
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (10824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6215.140000 sec): 2 clusters
  Score: Raw -1021040.973213 + Penalty 1509.547190 = -1019531.426023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6215.170000 sec): 3 clusters
  Score: Raw -1014827.543022 + Penalty 3019.094380 = -1011808.448642
  nChanged 4720
		SP:Iteration 1F (6215.200000 sec): 3 clusters
  Score: Raw -1017501.824510 + Penalty 3019.094380 = -1014482.730129
  nChanged 768
		SP:Iteration 2F (6215.230000 sec): 3 clusters
  Score: Raw -1017963.050021 + Penalty 3019.094380 = -1014943.955641
  nChanged 711
		SP:Iteration 3F (6215.250000 sec): 3 clusters
  Score: Raw -1018397.307820 + Penalty 3019.094380 = -1015378.213440
  nChanged 655
		SP:Iteration 4F (6215.280000 sec): 3 clusters
  Score: Raw -1018850.561551 + Penalty 3019.094380 = -1015831.467171
  nChanged 614
		SP:Iteration 5F (6215.310000 sec): 3 clusters
  Score: Raw -1019325.038333 + Penalty 3019.094380 = -1016305.943953
  nChanged 630
		SP:Iteration 6F (6215.340000 sec): 3 clusters
  Score: Raw -1019834.849103 + Penalty 3019.094380 = -1016815.754723
  nChanged 553
		SP:Iteration 7F (6215.370000 sec): 3 clusters
  Score: Raw -1020197.985842 + Penalty 3019.094380 = -1017178.891462
  nChanged 464
		SP:Iteration 8Q (6215.390000 sec): 3 clusters
  Score: Raw -1020488.612695 + Penalty 3019.094380 = -1017469.518315
  nChanged 366
		SP:Iteration 9Q (6215.420000 sec): 3 clusters
  Score: Raw -1020662.157063 + Penalty 3019.094380 = -1017643.062683
  nChanged 271
		SP:Iteration 10Q (6215.450000 sec): 3 clusters
  Score: Raw -1020784.488863 + Penalty 3019.094380 = -1017765.394483
  nChanged 200
		SP:Iteration 11Q (6215.470000 sec): 3 clusters
  Score: Raw -1020872.235026 + Penalty 3019.094380 = -1017853.140646
  nChanged 184
		SP:Iteration 12Q (6215.500000 sec): 3 clusters
  Score: Raw -1020953.226339 + Penalty 3019.094380 = -1017934.131959
  nChanged 166
		SP:Iteration 13Q (6215.530000 sec): 3 clusters
  Score: Raw -1021011.129317 + Penalty 3019.094380 = -1017992.034936
  nChanged 126
		SP:Iteration 14Q (6215.550000 sec): 3 clusters
  Score: Raw -1021061.365541 + Penalty 3019.094380 = -1018042.271161
  nChanged 117
		SP:Iteration 15Q (6215.580000 sec): 3 clusters
  Score: Raw -1021112.904685 + Penalty 3019.094380 = -1018093.810305
  nChanged 109
		SP:Iteration 16Q (6215.610000 sec): 3 clusters
  Score: Raw -1021158.214923 + Penalty 3019.094380 = -1018139.120543
  nChanged 117
		SP:Iteration 17Q (6215.630000 sec): 3 clusters
  Score: Raw -1021203.364772 + Penalty 3019.094380 = -1018184.270392
  nChanged 108
		SP:Iteration 18Q (6215.650000 sec): 3 clusters
  Score: Raw -1021249.195025 + Penalty 3019.094380 = -1018230.100645
  nChanged 98
		SP:Iteration 19Q (6215.680000 sec): 3 clusters
  Score: Raw -1021290.238006 + Penalty 3019.094380 = -1018271.143626
  nChanged 82
		SP:Iteration 20F (6215.710000 sec): 3 clusters
  Score: Raw -1021321.524321 + Penalty 3019.094380 = -1018302.429941
  nChanged 72
		SP:Iteration 21Q (6215.730000 sec): 3 clusters
  Score: Raw -1021347.595171 + Penalty 3019.094380 = -1018328.500791
  nChanged 69
		SP:Iteration 22Q (6215.760000 sec): 3 clusters
  Score: Raw -1021370.304674 + Penalty 3019.094380 = -1018351.210293
  nChanged 62
		SP:Iteration 23Q (6215.780000 sec): 3 clusters
  Score: Raw -1021388.255832 + Penalty 3019.094380 = -1018369.161452
  nChanged 64
		SP:Iteration 24Q (6215.810000 sec): 3 clusters
  Score: Raw -1021407.667734 + Penalty 3019.094380 = -1018388.573354
  nChanged 56
		SP:Iteration 25Q (6215.830000 sec): 3 clusters
  Score: Raw -1021427.180007 + Penalty 3019.094380 = -1018408.085627
  nChanged 51
		SP:Iteration 26Q (6215.850000 sec): 3 clusters
  Score: Raw -1021446.336515 + Penalty 3019.094380 = -1018427.242134
  nChanged 50
		SP:Iteration 27Q (6215.880000 sec): 3 clusters
  Score: Raw -1021461.234806 + Penalty 3019.094380 = -1018442.140426
  nChanged 45
		SP:Iteration 28Q (6215.900000 sec): 3 clusters
  Score: Raw -1021476.605826 + Penalty 3019.094380 = -1018457.511446
  nChanged 46
		SP:Iteration 29Q (6215.920000 sec): 3 clusters
  Score: Raw -1021488.780906 + Penalty 3019.094380 = -1018469.686526
  nChanged 39
		SP:Iteration 30Q (6215.950000 sec): 3 clusters
  Score: Raw -1021498.797363 + Penalty 3019.094380 = -1018479.702983
  nChanged 40
		SP:Iteration 31Q (6215.970000 sec): 3 clusters
  Score: Raw -1021512.268163 + Penalty 3019.094380 = -1018493.173783
  nChanged 39
		SP:Iteration 32Q (6216.000000 sec): 3 clusters
  Score: Raw -1021523.625767 + Penalty 3019.094380 = -1018504.531387
  nChanged 27
		SP:Iteration 33Q (6216.020000 sec): 3 clusters
  Score: Raw -1021530.874278 + Penalty 3019.094380 = -1018511.779898
  nChanged 17
		SP:Iteration 34Q (6216.050000 sec): 3 clusters
  Score: Raw -1021534.460444 + Penalty 3019.094380 = -1018515.366064
  nChanged 22
		SP:Iteration 35Q (6216.070000 sec): 3 clusters
  Score: Raw -1021539.650648 + Penalty 3019.094380 = -1018520.556268
  nChanged 27
		SP:Iteration 36Q (6216.090000 sec): 3 clusters
  Score: Raw -1021547.488566 + Penalty 3019.094380 = -1018528.394186
  nChanged 33
		SP:Iteration 37Q (6216.110000 sec): 3 clusters
  Score: Raw -1021554.541885 + Penalty 3019.094380 = -1018535.447505
  nChanged 21
		SP:Iteration 38Q (6216.140000 sec): 3 clusters
  Score: Raw -1021558.922750 + Penalty 3019.094380 = -1018539.828370
  nChanged 24
		SP:Iteration 39Q (6216.160000 sec): 3 clusters
  Score: Raw -1021564.078300 + Penalty 3019.094380 = -1018544.983920
  nChanged 18
		SP:Iteration 40F (6216.190000 sec): 3 clusters
  Score: Raw -1021567.466688 + Penalty 3019.094380 = -1018548.372308
  nChanged 18
		SP:Iteration 41Q (6216.210000 sec): 3 clusters
  Score: Raw -1021570.924488 + Penalty 3019.094380 = -1018551.830108
  nChanged 15
		SP:Iteration 42Q (6216.240000 sec): 3 clusters
  Score: Raw -1021573.236555 + Penalty 3019.094380 = -1018554.142175
  nChanged 6
		SP:Iteration 43Q (6216.260000 sec): 3 clusters
  Score: Raw -1021574.309340 + Penalty 3019.094380 = -1018555.214960
  nChanged 5
		SP:Iteration 44Q (6216.290000 sec): 3 clusters
  Score: Raw -1021574.910851 + Penalty 3019.094380 = -1018555.816471
  nChanged 6
		SP:Iteration 45Q (6216.310000 sec): 3 clusters
  Score: Raw -1021575.876841 + Penalty 3019.094380 = -1018556.782461
  nChanged 7
		SP:Iteration 46Q (6216.330000 sec): 3 clusters
  Score: Raw -1021576.730684 + Penalty 3019.094380 = -1018557.636304
  nChanged 3
		SP:Iteration 47Q (6216.360000 sec): 3 clusters
  Score: Raw -1021577.046199 + Penalty 3019.094380 = -1018557.951819
  nChanged 3
		SP:Iteration 48Q (6216.380000 sec): 3 clusters
  Score: Raw -1021577.503402 + Penalty 3019.094380 = -1018558.409022
  nChanged 1
		SP:Iteration 49Q (6216.410000 sec): 3 clusters
  Score: Raw -1021577.623307 + Penalty 3019.094380 = -1018558.528927
  nChanged 0
		SP:Iteration 50F (6216.430000 sec): 3 clusters
  Score: Raw -1021577.623307 + Penalty 3019.094380 = -1018558.528927
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6216.470000 sec): 2 clusters
  Score: Raw -974952.280413 + Penalty 1487.865496 = -973464.414918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6216.500000 sec): 3 clusters
  Score: Raw -969713.681388 + Penalty 2975.730991 = -966737.950397
  nChanged 4023
		SP:Iteration 1F (6216.520000 sec): 3 clusters
  Score: Raw -971837.874863 + Penalty 2975.730991 = -968862.143872
  nChanged 600
		SP:Iteration 2F (6216.540000 sec): 3 clusters
  Score: Raw -972142.372958 + Penalty 2975.730991 = -969166.641967
  nChanged 543
		SP:Iteration 3F (6216.570000 sec): 3 clusters
  Score: Raw -972444.436661 + Penalty 2975.730991 = -969468.705670
  nChanged 554
		SP:Iteration 4F (6216.590000 sec): 3 clusters
  Score: Raw -972776.519263 + Penalty 2975.730991 = -969800.788272
  nChanged 579
		SP:Iteration 5F (6216.610000 sec): 3 clusters
  Score: Raw -973153.730222 + Penalty 2975.730991 = -970177.999231
  nChanged 584
		SP:Iteration 6F (6216.640000 sec): 3 clusters
  Score: Raw -973546.823002 + Penalty 2975.730991 = -970571.092011
  nChanged 532
		SP:Iteration 7F (6216.660000 sec): 3 clusters
  Score: Raw -973902.026395 + Penalty 2975.730991 = -970926.295404
  nChanged 495
		SP:Iteration 8F (6216.690000 sec): 3 clusters
  Score: Raw -974235.754069 + Penalty 2975.730991 = -971260.023078
  nChanged 409
		SP:Iteration 9Q (6216.710000 sec): 3 clusters
  Score: Raw -974471.590459 + Penalty 2975.730991 = -971495.859468
  nChanged 320
		SP:Iteration 10Q (6216.740000 sec): 3 clusters
  Score: Raw -974603.999148 + Penalty 2975.730991 = -971628.268156
  nChanged 196
		SP:Iteration 11Q (6216.760000 sec): 3 clusters
  Score: Raw -974672.265016 + Penalty 2975.730991 = -971696.534025
  nChanged 128
		SP:Iteration 12Q (6216.780000 sec): 3 clusters
  Score: Raw -974712.198258 + Penalty 2975.730991 = -971736.467267
  nChanged 80
		SP:Iteration 13Q (6216.810000 sec): 3 clusters
  Score: Raw -974735.774031 + Penalty 2975.730991 = -971760.043040
  nChanged 71
		SP:Iteration 14Q (6216.840000 sec): 3 clusters
  Score: Raw -974754.396535 + Penalty 2975.730991 = -971778.665544
  nChanged 60
		SP:Iteration 15Q (6216.860000 sec): 3 clusters
  Score: Raw -974769.573497 + Penalty 2975.730991 = -971793.842506
  nChanged 53
		SP:Iteration 16Q (6216.880000 sec): 3 clusters
  Score: Raw -974783.542877 + Penalty 2975.730991 = -971807.811886
  nChanged 47
		SP:Iteration 17Q (6216.910000 sec): 3 clusters
  Score: Raw -974791.970500 + Penalty 2975.730991 = -971816.239509
  nChanged 36
		SP:Iteration 18Q (6216.930000 sec): 3 clusters
  Score: Raw -974801.838797 + Penalty 2975.730991 = -971826.107805
  nChanged 43
		SP:Iteration 19Q (6216.960000 sec): 3 clusters
  Score: Raw -974812.528355 + Penalty 2975.730991 = -971836.797364
  nChanged 42
		SP:Iteration 20F (6216.980000 sec): 3 clusters
  Score: Raw -974823.626766 + Penalty 2975.730991 = -971847.895775
  nChanged 49
		SP:Iteration 21Q (6217.010000 sec): 3 clusters
  Score: Raw -974835.414756 + Penalty 2975.730991 = -971859.683765
  nChanged 42
		SP:Iteration 22Q (6217.030000 sec): 3 clusters
  Score: Raw -974845.368990 + Penalty 2975.730991 = -971869.637999
  nChanged 37
		SP:Iteration 23Q (6217.060000 sec): 3 clusters
  Score: Raw -974854.826318 + Penalty 2975.730991 = -971879.095327
  nChanged 30
		SP:Iteration 24Q (6217.080000 sec): 3 clusters
  Score: Raw -974861.756585 + Penalty 2975.730991 = -971886.025594
  nChanged 32
		SP:Iteration 25Q (6217.100000 sec): 3 clusters
  Score: Raw -974869.843940 + Penalty 2975.730991 = -971894.112949
  nChanged 39
		SP:Iteration 26Q (6217.130000 sec): 3 clusters
  Score: Raw -974879.641766 + Penalty 2975.730991 = -971903.910775
  nChanged 34
		SP:Iteration 27Q (6217.160000 sec): 3 clusters
  Score: Raw -974887.686591 + Penalty 2975.730991 = -971911.955600
  nChanged 35
		SP:Iteration 28Q (6217.180000 sec): 3 clusters
  Score: Raw -974895.998666 + Penalty 2975.730991 = -971920.267675
  nChanged 33
		SP:Iteration 29Q (6217.200000 sec): 3 clusters
  Score: Raw -974904.399387 + Penalty 2975.730991 = -971928.668396
  nChanged 26
		SP:Iteration 30Q (6217.230000 sec): 3 clusters
  Score: Raw -974911.949997 + Penalty 2975.730991 = -971936.219006
  nChanged 36
		SP:Iteration 31Q (6217.260000 sec): 3 clusters
  Score: Raw -974922.423489 + Penalty 2975.730991 = -971946.692498
  nChanged 37
		SP:Iteration 32Q (6217.280000 sec): 3 clusters
  Score: Raw -974932.973361 + Penalty 2975.730991 = -971957.242370
  nChanged 38
		SP:Iteration 33Q (6217.300000 sec): 3 clusters
  Score: Raw -974945.631972 + Penalty 2975.730991 = -971969.900980
  nChanged 42
		SP:Iteration 34Q (6217.330000 sec): 3 clusters
  Score: Raw -974959.268849 + Penalty 2975.730991 = -971983.537858
  nChanged 39
		SP:Iteration 35Q (6217.350000 sec): 3 clusters
  Score: Raw -974971.412559 + Penalty 2975.730991 = -971995.681568
  nChanged 38
		SP:Iteration 36Q (6217.380000 sec): 3 clusters
  Score: Raw -974980.970874 + Penalty 2975.730991 = -972005.239883
  nChanged 36
		SP:Iteration 37Q (6217.400000 sec): 3 clusters
  Score: Raw -974990.250266 + Penalty 2975.730991 = -972014.519275
  nChanged 34
		SP:Iteration 38Q (6217.430000 sec): 3 clusters
  Score: Raw -975002.396290 + Penalty 2975.730991 = -972026.665299
  nChanged 37
		SP:Iteration 39Q (6217.450000 sec): 3 clusters
  Score: Raw -975016.751904 + Penalty 2975.730991 = -972041.020913
  nChanged 32
		SP:Iteration 40F (6217.480000 sec): 3 clusters
  Score: Raw -975029.093466 + Penalty 2975.730991 = -972053.362475
  nChanged 38
		SP:Iteration 41Q (6217.500000 sec): 3 clusters
  Score: Raw -975044.136085 + Penalty 2975.730991 = -972068.405094
  nChanged 33
		SP:Iteration 42Q (6217.520000 sec): 3 clusters
  Score: Raw -975057.995604 + Penalty 2975.730991 = -972082.264613
  nChanged 36
		SP:Iteration 43Q (6217.550000 sec): 3 clusters
  Score: Raw -975073.839610 + Penalty 2975.730991 = -972098.108619
  nChanged 34
		SP:Iteration 44Q (6217.570000 sec): 3 clusters
  Score: Raw -975085.102170 + Penalty 2975.730991 = -972109.371179
  nChanged 20
		SP:Iteration 45Q (6217.600000 sec): 3 clusters
  Score: Raw -975091.967877 + Penalty 2975.730991 = -972116.236886
  nChanged 15
		SP:Iteration 46Q (6217.620000 sec): 3 clusters
  Score: Raw -975097.527776 + Penalty 2975.730991 = -972121.796785
  nChanged 14
		SP:Iteration 47Q (6217.640000 sec): 3 clusters
  Score: Raw -975101.743334 + Penalty 2975.730991 = -972126.012343
  nChanged 14
		SP:Iteration 48Q (6217.670000 sec): 3 clusters
  Score: Raw -975105.868170 + Penalty 2975.730991 = -972130.137179
  nChanged 15
		SP:Iteration 49Q (6217.700000 sec): 3 clusters
  Score: Raw -975109.880074 + Penalty 2975.730991 = -972134.149083
  nChanged 13
		SP:Iteration 50Q (6217.720000 sec): 3 clusters
  Score: Raw -975113.673488 + Penalty 2975.730991 = -972137.942497
  nChanged 8
		SP:Iteration 51Q (6217.740000 sec): 3 clusters
  Score: Raw -975117.815030 + Penalty 2975.730991 = -972142.084039
  nChanged 19
		SP:Iteration 52Q (6217.770000 sec): 3 clusters
  Score: Raw -975123.372977 + Penalty 2975.730991 = -972147.641986
  nChanged 16
		SP:Iteration 53Q (6217.790000 sec): 3 clusters
  Score: Raw -975130.673505 + Penalty 2975.730991 = -972154.942514
  nChanged 23
		SP:Iteration 54Q (6217.820000 sec): 3 clusters
  Score: Raw -975140.716985 + Penalty 2975.730991 = -972164.985994
  nChanged 18
		SP:Iteration 55Q (6217.840000 sec): 3 clusters
  Score: Raw -975146.420397 + Penalty 2975.730991 = -972170.689406
  nChanged 9
		SP:Iteration 56Q (6217.860000 sec): 3 clusters
  Score: Raw -975150.154777 + Penalty 2975.730991 = -972174.423786
  nChanged 10
		SP:Iteration 57Q (6217.880000 sec): 3 clusters
  Score: Raw -975153.917600 + Penalty 2975.730991 = -972178.186609
  nChanged 13
		SP:Iteration 58Q (6217.910000 sec): 3 clusters
  Score: Raw -975158.774574 + Penalty 2975.730991 = -972183.043583
  nChanged 11
		SP:Iteration 59Q (6217.930000 sec): 3 clusters
  Score: Raw -975163.635224 + Penalty 2975.730991 = -972187.904233
  nChanged 12
		SP:Iteration 60F (6217.960000 sec): 3 clusters
  Score: Raw -975167.917556 + Penalty 2975.730991 = -972192.186565
  nChanged 7
		SP:Iteration 61Q (6217.980000 sec): 3 clusters
  Score: Raw -975170.521546 + Penalty 2975.730991 = -972194.790555
  nChanged 6
		SP:Iteration 62Q (6218.000000 sec): 3 clusters
  Score: Raw -975172.322731 + Penalty 2975.730991 = -972196.591739
  nChanged 4
		SP:Iteration 63Q (6218.020000 sec): 3 clusters
  Score: Raw -975174.158720 + Penalty 2975.730991 = -972198.427729
  nChanged 6
		SP:Iteration 64Q (6218.050000 sec): 3 clusters
  Score: Raw -975176.621551 + Penalty 2975.730991 = -972200.890560
  nChanged 9
		SP:Iteration 65Q (6218.080000 sec): 3 clusters
  Score: Raw -975181.435198 + Penalty 2975.730991 = -972205.704207
  nChanged 13
		SP:Iteration 66Q (6218.100000 sec): 3 clusters
  Score: Raw -975186.069877 + Penalty 2975.730991 = -972210.338886
  nChanged 9
		SP:Iteration 67Q (6218.120000 sec): 3 clusters
  Score: Raw -975189.183842 + Penalty 2975.730991 = -972213.452851
  nChanged 14
		SP:Iteration 68Q (6218.140000 sec): 3 clusters
  Score: Raw -975195.082776 + Penalty 2975.730991 = -972219.351785
  nChanged 9
		SP:Iteration 69Q (6218.170000 sec): 3 clusters
  Score: Raw -975199.330794 + Penalty 2975.730991 = -972223.599803
  nChanged 14
		SP:Iteration 70Q (6218.190000 sec): 3 clusters
  Score: Raw -975205.772734 + Penalty 2975.730991 = -972230.041743
  nChanged 14
		SP:Iteration 71Q (6218.210000 sec): 3 clusters
  Score: Raw -975211.683797 + Penalty 2975.730991 = -972235.952806
  nChanged 8
		SP:Iteration 72Q (6218.240000 sec): 3 clusters
  Score: Raw -975215.490156 + Penalty 2975.730991 = -972239.759165
  nChanged 8
		SP:Iteration 73Q (6218.260000 sec): 3 clusters
  Score: Raw -975218.831697 + Penalty 2975.730991 = -972243.100706
  nChanged 5
		SP:Iteration 74Q (6218.280000 sec): 3 clusters
  Score: Raw -975220.928987 + Penalty 2975.730991 = -972245.197996
  nChanged 5
		SP:Iteration 75Q (6218.300000 sec): 3 clusters
  Score: Raw -975223.297526 + Penalty 2975.730991 = -972247.566535
  nChanged 3
		SP:Iteration 76Q (6218.320000 sec): 3 clusters
  Score: Raw -975224.693410 + Penalty 2975.730991 = -972248.962419
  nChanged 3
		SP:Iteration 77Q (6218.350000 sec): 3 clusters
  Score: Raw -975226.122246 + Penalty 2975.730991 = -972250.391255
  nChanged 2
		SP:Iteration 78Q (6218.370000 sec): 3 clusters
  Score: Raw -975226.861033 + Penalty 2975.730991 = -972251.130042
  nChanged 2
		SP:Iteration 79Q (6218.390000 sec): 3 clusters
  Score: Raw -975227.491235 + Penalty 2975.730991 = -972251.760244
  nChanged 3
		SP:Iteration 80F (6218.420000 sec): 3 clusters
  Score: Raw -975228.966174 + Penalty 2975.730991 = -972253.235183
  nChanged 3
		SP:Iteration 81Q (6218.440000 sec): 3 clusters
  Score: Raw -975230.434744 + Penalty 2975.730991 = -972254.703753
  nChanged 2
		SP:Iteration 82Q (6218.460000 sec): 3 clusters
  Score: Raw -975231.322755 + Penalty 2975.730991 = -972255.591764
  nChanged 0
		SP:Iteration 83F (6218.490000 sec): 3 clusters
  Score: Raw -975231.322755 + Penalty 2975.730991 = -972255.591764
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6218.500000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6218.500000 sec): 3 clusters
  Score: Raw -47054.781720 + Penalty 1993.354364 = -45061.427356
  nChanged 85
		SP:Iteration 1F (6218.500000 sec): 3 clusters
  Score: Raw -47180.414862 + Penalty 1993.354364 = -45187.060498
  nChanged 28
		SP:Iteration 2F (6218.500000 sec): 3 clusters
  Score: Raw -47227.602579 + Penalty 1993.354364 = -45234.248215
  nChanged 11
		SP:Iteration 3Q (6218.510000 sec): 3 clusters
  Score: Raw -47244.439812 + Penalty 1993.354364 = -45251.085448
  nChanged 6
		SP:Iteration 4Q (6218.510000 sec): 3 clusters
  Score: Raw -47252.507593 + Penalty 1993.354364 = -45259.153229
  nChanged 4
		SP:Iteration 5Q (6218.510000 sec): 3 clusters
  Score: Raw -47259.711770 + Penalty 1993.354364 = -45266.357406
  nChanged 1
		SP:Iteration 6Q (6218.510000 sec): 3 clusters
  Score: Raw -47261.140817 + Penalty 1993.354364 = -45267.786454
  nChanged 1
		SP:Iteration 7Q (6218.510000 sec): 3 clusters
  Score: Raw -47262.738717 + Penalty 1993.354364 = -45269.384353
  nChanged 0
		SP:Iteration 8F (6218.510000 sec): 3 clusters
  Score: Raw -47262.738717 + Penalty 1993.354364 = -45269.384353
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6218.520000 sec): 2 clusters
  Score: Raw -27989.238821 + Penalty 931.141215 = -27058.097606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6218.520000 sec): 3 clusters
  Score: Raw -28096.185540 + Penalty 1862.282429 = -26233.903111
  nChanged 68
		SP:Iteration 1F (6218.530000 sec): 3 clusters
  Score: Raw -28201.184541 + Penalty 1862.282429 = -26338.902112
  nChanged 20
		SP:Iteration 2F (6218.530000 sec): 3 clusters
  Score: Raw -28242.791931 + Penalty 1862.282429 = -26380.509502
  nChanged 5
		SP:Iteration 3Q (6218.530000 sec): 3 clusters
  Score: Raw -28256.510118 + Penalty 1862.282429 = -26394.227688
  nChanged 2
		SP:Iteration 4Q (6218.530000 sec): 3 clusters
  Score: Raw -28259.130450 + Penalty 1862.282429 = -26396.848021
  nChanged 1
		SP:Iteration 5Q (6218.530000 sec): 3 clusters
  Score: Raw -28262.155599 + Penalty 1862.282429 = -26399.873170
  nChanged 3
		SP:Iteration 6Q (6218.530000 sec): 3 clusters
  Score: Raw -28271.874643 + Penalty 1862.282429 = -26409.592214
  nChanged 3
		SP:Iteration 7Q (6218.530000 sec): 3 clusters
  Score: Raw -28283.753934 + Penalty 1862.282429 = -26421.471504
  nChanged 3
		SP:Iteration 8Q (6218.530000 sec): 3 clusters
  Score: Raw -28293.745945 + Penalty 1862.282429 = -26431.463515
  nChanged 1
		SP:Iteration 9Q (6218.530000 sec): 3 clusters
  Score: Raw -28295.597696 + Penalty 1862.282429 = -26433.315267
  nChanged 0
		SP:Iteration 10F (6218.530000 sec): 3 clusters
  Score: Raw -28295.597696 + Penalty 1862.282429 = -26433.315267
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (3118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6218.550000 sec): 2 clusters
  Score: Raw -307896.252561 + Penalty 1307.303896 = -306588.948665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6218.550000 sec): 3 clusters
  Score: Raw -306462.723214 + Penalty 2614.607791 = -303848.115423
  nChanged 1163
		SP:Iteration 1F (6218.560000 sec): 3 clusters
  Score: Raw -307300.449634 + Penalty 2614.607791 = -304685.841843
  nChanged 281
		SP:Iteration 2F (6218.570000 sec): 3 clusters
  Score: Raw -307623.530707 + Penalty 2614.607791 = -305008.922916
  nChanged 234
		SP:Iteration 3F (6218.580000 sec): 3 clusters
  Score: Raw -307945.323864 + Penalty 2614.607791 = -305330.716073
  nChanged 213
		SP:Iteration 4F (6218.590000 sec): 3 clusters
  Score: Raw -308292.286522 + Penalty 2614.607791 = -305677.678731
  nChanged 204
		SP:Iteration 5F (6218.590000 sec): 3 clusters
  Score: Raw -308580.772038 + Penalty 2614.607791 = -305966.164247
  nChanged 173
		SP:Iteration 6F (6218.600000 sec): 3 clusters
  Score: Raw -308787.257679 + Penalty 2614.607791 = -306172.649888
  nChanged 116
		SP:Iteration 7Q (6218.610000 sec): 3 clusters
  Score: Raw -308883.025867 + Penalty 2614.607791 = -306268.418076
  nChanged 66
		SP:Iteration 8Q (6218.610000 sec): 3 clusters
  Score: Raw -308929.283943 + Penalty 2614.607791 = -306314.676152
  nChanged 47
		SP:Iteration 9Q (6218.620000 sec): 3 clusters
  Score: Raw -308955.891962 + Penalty 2614.607791 = -306341.284171
  nChanged 29
		SP:Iteration 10Q (6218.630000 sec): 3 clusters
  Score: Raw -308973.376961 + Penalty 2614.607791 = -306358.769170
  nChanged 20
		SP:Iteration 11Q (6218.630000 sec): 3 clusters
  Score: Raw -308982.682409 + Penalty 2614.607791 = -306368.074618
  nChanged 16
		SP:Iteration 12Q (6218.640000 sec): 3 clusters
  Score: Raw -308989.216291 + Penalty 2614.607791 = -306374.608500
  nChanged 12
		SP:Iteration 13Q (6218.650000 sec): 3 clusters
  Score: Raw -308992.421418 + Penalty 2614.607791 = -306377.813626
  nChanged 8
		SP:Iteration 14Q (6218.650000 sec): 3 clusters
  Score: Raw -308994.946857 + Penalty 2614.607791 = -306380.339066
  nChanged 9
		SP:Iteration 15Q (6218.660000 sec): 3 clusters
  Score: Raw -308997.741262 + Penalty 2614.607791 = -306383.133471
  nChanged 7
		SP:Iteration 16Q (6218.670000 sec): 3 clusters
  Score: Raw -309000.043003 + Penalty 2614.607791 = -306385.435212
  nChanged 5
		SP:Iteration 17Q (6218.670000 sec): 3 clusters
  Score: Raw -309001.514735 + Penalty 2614.607791 = -306386.906944
  nChanged 1
		SP:Iteration 18Q (6218.680000 sec): 3 clusters
  Score: Raw -309001.775912 + Penalty 2614.607791 = -306387.168121
  nChanged 1
		SP:Iteration 19Q (6218.690000 sec): 3 clusters
  Score: Raw -309002.119580 + Penalty 2614.607791 = -306387.511789
  nChanged 1
		SP:Iteration 20F (6218.700000 sec): 3 clusters
  Score: Raw -309002.272644 + Penalty 2614.607791 = -306387.664852
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (6004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6218.720000 sec): 2 clusters
  Score: Raw -567378.057011 + Penalty 1413.779444 = -565964.277567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6218.730000 sec): 3 clusters
  Score: Raw -564176.145722 + Penalty 2827.558888 = -561348.586834
  nChanged 2499
		SP:Iteration 1F (6218.750000 sec): 3 clusters
  Score: Raw -565820.204656 + Penalty 2827.558888 = -562992.645768
  nChanged 510
		SP:Iteration 2F (6218.770000 sec): 3 clusters
  Score: Raw -566276.092125 + Penalty 2827.558888 = -563448.533238
  nChanged 449
		SP:Iteration 3F (6218.780000 sec): 3 clusters
  Score: Raw -566594.901516 + Penalty 2827.558888 = -563767.342628
  nChanged 342
		SP:Iteration 4F (6218.800000 sec): 3 clusters
  Score: Raw -566829.155002 + Penalty 2827.558888 = -564001.596114
  nChanged 261
		SP:Iteration 5Q (6218.810000 sec): 3 clusters
  Score: Raw -566967.376882 + Penalty 2827.558888 = -564139.817995
  nChanged 198
		SP:Iteration 6Q (6218.830000 sec): 3 clusters
  Score: Raw -567052.076081 + Penalty 2827.558888 = -564224.517194
  nChanged 155
		SP:Iteration 7Q (6218.840000 sec): 3 clusters
  Score: Raw -567118.703022 + Penalty 2827.558888 = -564291.144134
  nChanged 137
		SP:Iteration 8Q (6218.850000 sec): 3 clusters
  Score: Raw -567169.536625 + Penalty 2827.558888 = -564341.977738
  nChanged 141
		SP:Iteration 9Q (6218.870000 sec): 3 clusters
  Score: Raw -567221.146155 + Penalty 2827.558888 = -564393.587267
  nChanged 112
		SP:Iteration 10Q (6218.890000 sec): 3 clusters
  Score: Raw -567264.663041 + Penalty 2827.558888 = -564437.104153
  nChanged 93
		SP:Iteration 11Q (6218.900000 sec): 3 clusters
  Score: Raw -567305.338295 + Penalty 2827.558888 = -564477.779408
  nChanged 84
		SP:Iteration 12Q (6218.920000 sec): 3 clusters
  Score: Raw -567334.716228 + Penalty 2827.558888 = -564507.157340
  nChanged 70
		SP:Iteration 13Q (6218.930000 sec): 3 clusters
  Score: Raw -567358.340776 + Penalty 2827.558888 = -564530.781888
  nChanged 58
		SP:Iteration 14Q (6218.950000 sec): 3 clusters
  Score: Raw -567379.119028 + Penalty 2827.558888 = -564551.560140
  nChanged 59
		SP:Iteration 15Q (6218.960000 sec): 3 clusters
  Score: Raw -567402.046085 + Penalty 2827.558888 = -564574.487197
  nChanged 60
		SP:Iteration 16Q (6218.980000 sec): 3 clusters
  Score: Raw -567420.323946 + Penalty 2827.558888 = -564592.765059
  nChanged 55
		SP:Iteration 17Q (6218.990000 sec): 3 clusters
  Score: Raw -567440.986191 + Penalty 2827.558888 = -564613.427303
  nChanged 73
		SP:Iteration 18Q (6219.010000 sec): 3 clusters
  Score: Raw -567471.493664 + Penalty 2827.558888 = -564643.934776
  nChanged 73
		SP:Iteration 19Q (6219.020000 sec): 3 clusters
  Score: Raw -567495.012678 + Penalty 2827.558888 = -564667.453791
  nChanged 69
		SP:Iteration 20F (6219.040000 sec): 3 clusters
  Score: Raw -567516.736223 + Penalty 2827.558888 = -564689.177336
  nChanged 75
		SP:Iteration 21Q (6219.050000 sec): 3 clusters
  Score: Raw -567538.518250 + Penalty 2827.558888 = -564710.959362
  nChanged 72
		SP:Iteration 22Q (6219.070000 sec): 3 clusters
  Score: Raw -567557.214512 + Penalty 2827.558888 = -564729.655624
  nChanged 45
		SP:Iteration 23Q (6219.080000 sec): 3 clusters
  Score: Raw -567570.481129 + Penalty 2827.558888 = -564742.922241
  nChanged 51
		SP:Iteration 24Q (6219.100000 sec): 3 clusters
  Score: Raw -567584.220175 + Penalty 2827.558888 = -564756.661287
  nChanged 55
		SP:Iteration 25Q (6219.110000 sec): 3 clusters
  Score: Raw -567602.395016 + Penalty 2827.558888 = -564774.836128
  nChanged 49
		SP:Iteration 26Q (6219.130000 sec): 3 clusters
  Score: Raw -567616.744025 + Penalty 2827.558888 = -564789.185137
  nChanged 44
		SP:Iteration 27Q (6219.140000 sec): 3 clusters
  Score: Raw -567628.227171 + Penalty 2827.558888 = -564800.668283
  nChanged 38
		SP:Iteration 28Q (6219.150000 sec): 3 clusters
  Score: Raw -567636.964712 + Penalty 2827.558888 = -564809.405824
  nChanged 34
		SP:Iteration 29Q (6219.170000 sec): 3 clusters
  Score: Raw -567646.964207 + Penalty 2827.558888 = -564819.405320
  nChanged 39
		SP:Iteration 30Q (6219.180000 sec): 3 clusters
  Score: Raw -567658.063359 + Penalty 2827.558888 = -564830.504471
  nChanged 52
		SP:Iteration 31Q (6219.190000 sec): 3 clusters
  Score: Raw -567672.706182 + Penalty 2827.558888 = -564845.147294
  nChanged 54
		SP:Iteration 32Q (6219.220000 sec): 3 clusters
  Score: Raw -567688.346478 + Penalty 2827.558888 = -564860.787591
  nChanged 59
		SP:Iteration 33Q (6219.230000 sec): 3 clusters
  Score: Raw -567711.869654 + Penalty 2827.558888 = -564884.310767
  nChanged 65
		SP:Iteration 34Q (6219.240000 sec): 3 clusters
  Score: Raw -567738.992138 + Penalty 2827.558888 = -564911.433251
  nChanged 84
		SP:Iteration 35Q (6219.260000 sec): 3 clusters
  Score: Raw -567773.456896 + Penalty 2827.558888 = -564945.898008
  nChanged 89
		SP:Iteration 36Q (6219.270000 sec): 3 clusters
  Score: Raw -567811.451691 + Penalty 2827.558888 = -564983.892803
  nChanged 101
		SP:Iteration 37Q (6219.290000 sec): 3 clusters
  Score: Raw -567855.736454 + Penalty 2827.558888 = -565028.177567
  nChanged 103
		SP:Iteration 38Q (6219.300000 sec): 3 clusters
  Score: Raw -567914.294038 + Penalty 2827.558888 = -565086.735150
  nChanged 115
		SP:Iteration 39Q (6219.320000 sec): 3 clusters
  Score: Raw -567978.769906 + Penalty 2827.558888 = -565151.211018
  nChanged 109
		SP:Iteration 40F (6219.340000 sec): 3 clusters
  Score: Raw -568043.290288 + Penalty 2827.558888 = -565215.731400
  nChanged 113
		SP:Iteration 41Q (6219.350000 sec): 3 clusters
  Score: Raw -568122.652122 + Penalty 2827.558888 = -565295.093234
  nChanged 125
		SP:Iteration 42Q (6219.360000 sec): 3 clusters
  Score: Raw -568198.077914 + Penalty 2827.558888 = -565370.519026
  nChanged 105
		SP:Iteration 43Q (6219.380000 sec): 3 clusters
  Score: Raw -568257.299310 + Penalty 2827.558888 = -565429.740422
  nChanged 90
		SP:Iteration 44Q (6219.390000 sec): 3 clusters
  Score: Raw -568315.840569 + Penalty 2827.558888 = -565488.281682
  nChanged 75
		SP:Iteration 45Q (6219.400000 sec): 3 clusters
  Score: Raw -568356.119679 + Penalty 2827.558888 = -565528.560791
  nChanged 55
		SP:Iteration 46Q (6219.420000 sec): 3 clusters
  Score: Raw -568378.791826 + Penalty 2827.558888 = -565551.232938
  nChanged 37
		SP:Iteration 47Q (6219.430000 sec): 3 clusters
  Score: Raw -568391.328306 + Penalty 2827.558888 = -565563.769418
  nChanged 21
		SP:Iteration 48Q (6219.440000 sec): 3 clusters
  Score: Raw -568396.324536 + Penalty 2827.558888 = -565568.765648
  nChanged 13
		SP:Iteration 49Q (6219.460000 sec): 3 clusters
  Score: Raw -568401.155859 + Penalty 2827.558888 = -565573.596972
  nChanged 13
		SP:Iteration 50Q (6219.470000 sec): 3 clusters
  Score: Raw -568405.413203 + Penalty 2827.558888 = -565577.854315
  nChanged 8
		SP:Iteration 51Q (6219.480000 sec): 3 clusters
  Score: Raw -568407.916152 + Penalty 2827.558888 = -565580.357265
  nChanged 6
		SP:Iteration 52Q (6219.500000 sec): 3 clusters
  Score: Raw -568409.619411 + Penalty 2827.558888 = -565582.060523
  nChanged 6
		SP:Iteration 53Q (6219.510000 sec): 3 clusters
  Score: Raw -568411.044461 + Penalty 2827.558888 = -565583.485574
  nChanged 7
		SP:Iteration 54Q (6219.520000 sec): 3 clusters
  Score: Raw -568413.495354 + Penalty 2827.558888 = -565585.936466
  nChanged 7
		SP:Iteration 55Q (6219.540000 sec): 3 clusters
  Score: Raw -568415.192282 + Penalty 2827.558888 = -565587.633395
  nChanged 5
		SP:Iteration 56Q (6219.550000 sec): 3 clusters
  Score: Raw -568416.194765 + Penalty 2827.558888 = -565588.635877
  nChanged 3
		SP:Iteration 57Q (6219.560000 sec): 3 clusters
  Score: Raw -568416.970583 + Penalty 2827.558888 = -565589.411696
  nChanged 4
		SP:Iteration 58Q (6219.580000 sec): 3 clusters
  Score: Raw -568417.653419 + Penalty 2827.558888 = -565590.094532
  nChanged 3
		SP:Iteration 59Q (6219.590000 sec): 3 clusters
  Score: Raw -568418.167318 + Penalty 2827.558888 = -565590.608431
  nChanged 2
		SP:Iteration 60F (6219.600000 sec): 3 clusters
  Score: Raw -568418.409951 + Penalty 2827.558888 = -565590.851063
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (13649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6219.650000 sec): 2 clusters
  Score: Raw -1372733.074980 + Penalty 1547.231000 = -1371185.843980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6219.690000 sec): 3 clusters
  Score: Raw -1364745.423577 + Penalty 3094.462000 = -1361650.961577
  nChanged 6092
		SP:Iteration 1F (6219.720000 sec): 3 clusters
  Score: Raw -1367979.921117 + Penalty 3094.462000 = -1364885.459117
  nChanged 724
		SP:Iteration 2F (6219.760000 sec): 3 clusters
  Score: Raw -1368249.891473 + Penalty 3094.462000 = -1365155.429473
  nChanged 666
		SP:Iteration 3Q (6219.800000 sec): 3 clusters
  Score: Raw -1368544.029839 + Penalty 3094.462000 = -1365449.567839
  nChanged 696
		SP:Iteration 4F (6219.830000 sec): 3 clusters
  Score: Raw -1368885.976577 + Penalty 3094.462000 = -1365791.514577
  nChanged 727
		SP:Iteration 5F (6219.870000 sec): 3 clusters
  Score: Raw -1369294.988686 + Penalty 3094.462000 = -1366200.526686
  nChanged 806
		SP:Iteration 6F (6219.900000 sec): 3 clusters
  Score: Raw -1369759.798494 + Penalty 3094.462000 = -1366665.336495
  nChanged 809
		SP:Iteration 7F (6219.940000 sec): 3 clusters
  Score: Raw -1370284.624058 + Penalty 3094.462000 = -1367190.162058
  nChanged 801
		SP:Iteration 8F (6219.980000 sec): 3 clusters
  Score: Raw -1370847.221004 + Penalty 3094.462000 = -1367752.759004
  nChanged 722
		SP:Iteration 9F (6220.010000 sec): 3 clusters
  Score: Raw -1371374.433107 + Penalty 3094.462000 = -1368279.971107
  nChanged 615
		SP:Iteration 10Q (6220.050000 sec): 3 clusters
  Score: Raw -1371847.642360 + Penalty 3094.462000 = -1368753.180360
  nChanged 503
		SP:Iteration 11Q (6220.080000 sec): 3 clusters
  Score: Raw -1372249.148867 + Penalty 3094.462000 = -1369154.686867
  nChanged 381
		SP:Iteration 12Q (6220.120000 sec): 3 clusters
  Score: Raw -1372556.782468 + Penalty 3094.462000 = -1369462.320468
  nChanged 222
		SP:Iteration 13Q (6220.150000 sec): 3 clusters
  Score: Raw -1372744.799530 + Penalty 3094.462000 = -1369650.337530
  nChanged 145
		SP:Iteration 14Q (6220.180000 sec): 3 clusters
  Score: Raw -1372898.135299 + Penalty 3094.462000 = -1369803.673299
  nChanged 88
		SP:Iteration 15Q (6220.210000 sec): 3 clusters
  Score: Raw -1372991.851870 + Penalty 3094.462000 = -1369897.389870
  nChanged 67
		SP:Iteration 16Q (6220.240000 sec): 3 clusters
  Score: Raw -1373046.925952 + Penalty 3094.462000 = -1369952.463952
  nChanged 31
		SP:Iteration 17Q (6220.270000 sec): 3 clusters
  Score: Raw -1373065.595333 + Penalty 3094.462000 = -1369971.133333
  nChanged 19
		SP:Iteration 18Q (6220.300000 sec): 3 clusters
  Score: Raw -1373077.330796 + Penalty 3094.462000 = -1369982.868797
  nChanged 12
		SP:Iteration 19Q (6220.320000 sec): 3 clusters
  Score: Raw -1373082.373193 + Penalty 3094.462000 = -1369987.911194
  nChanged 9
		SP:Iteration 20F (6220.360000 sec): 3 clusters
  Score: Raw -1373087.207930 + Penalty 3094.462000 = -1369992.745930
  nChanged 5
		SP:Iteration 21Q (6220.380000 sec): 3 clusters
  Score: Raw -1373090.349128 + Penalty 3094.462000 = -1369995.887128
  nChanged 3
		SP:Iteration 22Q (6220.410000 sec): 3 clusters
  Score: Raw -1373092.077047 + Penalty 3094.462000 = -1369997.615047
  nChanged 3
		SP:Iteration 23Q (6220.440000 sec): 3 clusters
  Score: Raw -1373093.604416 + Penalty 3094.462000 = -1369999.142416
  nChanged 2
		SP:Iteration 24Q (6220.460000 sec): 3 clusters
  Score: Raw -1373095.173304 + Penalty 3094.462000 = -1370000.711305
  nChanged 1
		SP:Iteration 25Q (6220.490000 sec): 3 clusters
  Score: Raw -1373096.011018 + Penalty 3094.462000 = -1370001.549018
  nChanged 3
		SP:Iteration 26Q (6220.520000 sec): 3 clusters
  Score: Raw -1373097.694292 + Penalty 3094.462000 = -1370003.232292
  nChanged 6
		SP:Iteration 27Q (6220.540000 sec): 3 clusters
  Score: Raw -1373100.704179 + Penalty 3094.462000 = -1370006.242179
  nChanged 5
		SP:Iteration 28Q (6220.570000 sec): 3 clusters
  Score: Raw -1373102.538788 + Penalty 3094.462000 = -1370008.076789
  nChanged 3
		SP:Iteration 29Q (6220.600000 sec): 3 clusters
  Score: Raw -1373103.975535 + Penalty 3094.462000 = -1370009.513535
  nChanged 1
		SP:Iteration 30Q (6220.630000 sec): 3 clusters
  Score: Raw -1373104.267428 + Penalty 3094.462000 = -1370009.805428
  nChanged 1
		SP:Iteration 31Q (6220.650000 sec): 3 clusters
  Score: Raw -1373104.424997 + Penalty 3094.462000 = -1370009.962998
  nChanged 0
		SP:Iteration 32F (6220.690000 sec): 3 clusters
  Score: Raw -1373104.424997 + Penalty 3094.462000 = -1370009.962998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6220.710000 sec): 2 clusters
  Score: Raw -318572.900021 + Penalty 1320.943023 = -317251.956998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6220.720000 sec): 3 clusters
  Score: Raw -316929.924256 + Penalty 2641.886046 = -314288.038210
  nChanged 1334
		SP:Iteration 1F (6220.720000 sec): 3 clusters
  Score: Raw -317694.380405 + Penalty 2641.886046 = -315052.494359
  nChanged 271
		SP:Iteration 2F (6220.730000 sec): 3 clusters
  Score: Raw -317853.217484 + Penalty 2641.886046 = -315211.331438
  nChanged 172
		SP:Iteration 3F (6220.740000 sec): 3 clusters
  Score: Raw -317940.580971 + Penalty 2641.886046 = -315298.694925
  nChanged 107
		SP:Iteration 4Q (6220.750000 sec): 3 clusters
  Score: Raw -317993.543965 + Penalty 2641.886046 = -315351.657918
  nChanged 85
		SP:Iteration 5Q (6220.760000 sec): 3 clusters
  Score: Raw -318034.870700 + Penalty 2641.886046 = -315392.984654
  nChanged 75
		SP:Iteration 6Q (6220.770000 sec): 3 clusters
  Score: Raw -318067.401011 + Penalty 2641.886046 = -315425.514965
  nChanged 71
		SP:Iteration 7Q (6220.780000 sec): 3 clusters
  Score: Raw -318102.534515 + Penalty 2641.886046 = -315460.648469
  nChanged 65
		SP:Iteration 8Q (6220.780000 sec): 3 clusters
  Score: Raw -318134.464552 + Penalty 2641.886046 = -315492.578506
  nChanged 68
		SP:Iteration 9Q (6220.790000 sec): 3 clusters
  Score: Raw -318166.815863 + Penalty 2641.886046 = -315524.929816
  nChanged 72
		SP:Iteration 10Q (6220.800000 sec): 3 clusters
  Score: Raw -318205.419307 + Penalty 2641.886046 = -315563.533261
  nChanged 87
		SP:Iteration 11Q (6220.810000 sec): 3 clusters
  Score: Raw -318275.413472 + Penalty 2641.886046 = -315633.527426
  nChanged 98
		SP:Iteration 12Q (6220.820000 sec): 3 clusters
  Score: Raw -318346.356997 + Penalty 2641.886046 = -315704.470951
  nChanged 113
		SP:Iteration 13Q (6220.830000 sec): 3 clusters
  Score: Raw -318432.273046 + Penalty 2641.886046 = -315790.386999
  nChanged 116
		SP:Iteration 14Q (6220.840000 sec): 3 clusters
  Score: Raw -318521.952453 + Penalty 2641.886046 = -315880.066407
  nChanged 116
		SP:Iteration 15Q (6220.840000 sec): 3 clusters
  Score: Raw -318606.046246 + Penalty 2641.886046 = -315964.160200
  nChanged 111
		SP:Iteration 16Q (6220.850000 sec): 3 clusters
  Score: Raw -318686.294055 + Penalty 2641.886046 = -316044.408009
  nChanged 105
		SP:Iteration 17Q (6220.860000 sec): 3 clusters
  Score: Raw -318756.194655 + Penalty 2641.886046 = -316114.308609
  nChanged 118
		SP:Iteration 18Q (6220.870000 sec): 3 clusters
  Score: Raw -318847.063505 + Penalty 2641.886046 = -316205.177458
  nChanged 93
		SP:Iteration 19Q (6220.880000 sec): 3 clusters
  Score: Raw -318916.832255 + Penalty 2641.886046 = -316274.946209
  nChanged 90
		SP:Iteration 20F (6220.880000 sec): 3 clusters
  Score: Raw -318974.397355 + Penalty 2641.886046 = -316332.511309
  nChanged 70
		SP:Iteration 21Q (6220.890000 sec): 3 clusters
  Score: Raw -319014.413781 + Penalty 2641.886046 = -316372.527734
  nChanged 51
		SP:Iteration 22Q (6220.900000 sec): 3 clusters
  Score: Raw -319041.800947 + Penalty 2641.886046 = -316399.914901
  nChanged 44
		SP:Iteration 23Q (6220.900000 sec): 3 clusters
  Score: Raw -319068.176554 + Penalty 2641.886046 = -316426.290508
  nChanged 37
		SP:Iteration 24Q (6220.910000 sec): 3 clusters
  Score: Raw -319094.281577 + Penalty 2641.886046 = -316452.395530
  nChanged 36
		SP:Iteration 25Q (6220.920000 sec): 3 clusters
  Score: Raw -319111.466734 + Penalty 2641.886046 = -316469.580687
  nChanged 19
		SP:Iteration 26Q (6220.930000 sec): 3 clusters
  Score: Raw -319121.886781 + Penalty 2641.886046 = -316480.000734
  nChanged 19
		SP:Iteration 27Q (6220.940000 sec): 3 clusters
  Score: Raw -319131.669624 + Penalty 2641.886046 = -316489.783578
  nChanged 15
		SP:Iteration 28Q (6220.940000 sec): 3 clusters
  Score: Raw -319138.310208 + Penalty 2641.886046 = -316496.424162
  nChanged 14
		SP:Iteration 29Q (6220.950000 sec): 3 clusters
  Score: Raw -319144.539932 + Penalty 2641.886046 = -316502.653886
  nChanged 15
		SP:Iteration 30Q (6220.960000 sec): 3 clusters
  Score: Raw -319150.662557 + Penalty 2641.886046 = -316508.776511
  nChanged 15
		SP:Iteration 31Q (6220.970000 sec): 3 clusters
  Score: Raw -319157.336532 + Penalty 2641.886046 = -316515.450486
  nChanged 15
		SP:Iteration 32Q (6220.980000 sec): 3 clusters
  Score: Raw -319163.864947 + Penalty 2641.886046 = -316521.978901
  nChanged 10
		SP:Iteration 33Q (6220.980000 sec): 3 clusters
  Score: Raw -319167.863285 + Penalty 2641.886046 = -316525.977239
  nChanged 10
		SP:Iteration 34Q (6220.990000 sec): 3 clusters
  Score: Raw -319172.154238 + Penalty 2641.886046 = -316530.268192
  nChanged 10
		SP:Iteration 35Q (6221.000000 sec): 3 clusters
  Score: Raw -319176.426276 + Penalty 2641.886046 = -316534.540230
  nChanged 16
		SP:Iteration 36Q (6221.010000 sec): 3 clusters
  Score: Raw -319184.234612 + Penalty 2641.886046 = -316542.348566
  nChanged 20
		SP:Iteration 37Q (6221.020000 sec): 3 clusters
  Score: Raw -319192.314605 + Penalty 2641.886046 = -316550.428559
  nChanged 15
		SP:Iteration 38Q (6221.020000 sec): 3 clusters
  Score: Raw -319199.418554 + Penalty 2641.886046 = -316557.532508
  nChanged 13
		SP:Iteration 39Q (6221.030000 sec): 3 clusters
  Score: Raw -319205.516251 + Penalty 2641.886046 = -316563.630205
  nChanged 10
		SP:Iteration 40F (6221.040000 sec): 3 clusters
  Score: Raw -319210.755028 + Penalty 2641.886046 = -316568.868982
  nChanged 12
		SP:Iteration 41Q (6221.050000 sec): 3 clusters
  Score: Raw -319217.503455 + Penalty 2641.886046 = -316575.617409
  nChanged 13
		SP:Iteration 42Q (6221.060000 sec): 3 clusters
  Score: Raw -319221.218084 + Penalty 2641.886046 = -316579.332037
  nChanged 9
		SP:Iteration 43Q (6221.060000 sec): 3 clusters
  Score: Raw -319224.608964 + Penalty 2641.886046 = -316582.722918
  nChanged 10
		SP:Iteration 44Q (6221.070000 sec): 3 clusters
  Score: Raw -319229.267548 + Penalty 2641.886046 = -316587.381502
  nChanged 10
		SP:Iteration 45Q (6221.080000 sec): 3 clusters
  Score: Raw -319232.666194 + Penalty 2641.886046 = -316590.780148
  nChanged 7
		SP:Iteration 46Q (6221.080000 sec): 3 clusters
  Score: Raw -319234.723966 + Penalty 2641.886046 = -316592.837920
  nChanged 9
		SP:Iteration 47Q (6221.090000 sec): 3 clusters
  Score: Raw -319237.841720 + Penalty 2641.886046 = -316595.955674
  nChanged 2
		SP:Iteration 48Q (6221.100000 sec): 3 clusters
  Score: Raw -319238.173089 + Penalty 2641.886046 = -316596.287043
  nChanged 1
		SP:Iteration 49Q (6221.110000 sec): 3 clusters
  Score: Raw -319238.711684 + Penalty 2641.886046 = -316596.825638
  nChanged 3
		SP:Iteration 50Q (6221.120000 sec): 3 clusters
  Score: Raw -319240.420368 + Penalty 2641.886046 = -316598.534321
  nChanged 11
		SP:Iteration 51Q (6221.120000 sec): 3 clusters
  Score: Raw -319244.874520 + Penalty 2641.886046 = -316602.988474
  nChanged 7
		SP:Iteration 52Q (6221.130000 sec): 3 clusters
  Score: Raw -319247.414816 + Penalty 2641.886046 = -316605.528770
  nChanged 5
		SP:Iteration 53Q (6221.140000 sec): 3 clusters
  Score: Raw -319248.803762 + Penalty 2641.886046 = -316606.917716
  nChanged 5
		SP:Iteration 54Q (6221.140000 sec): 3 clusters
  Score: Raw -319251.015931 + Penalty 2641.886046 = -316609.129884
  nChanged 6
		SP:Iteration 55Q (6221.150000 sec): 3 clusters
  Score: Raw -319254.864110 + Penalty 2641.886046 = -316612.978063
  nChanged 11
		SP:Iteration 56Q (6221.160000 sec): 3 clusters
  Score: Raw -319258.939188 + Penalty 2641.886046 = -316617.053141
  nChanged 7
		SP:Iteration 57Q (6221.170000 sec): 3 clusters
  Score: Raw -319261.806180 + Penalty 2641.886046 = -316619.920134
  nChanged 8
		SP:Iteration 58Q (6221.180000 sec): 3 clusters
  Score: Raw -319264.570642 + Penalty 2641.886046 = -316622.684595
  nChanged 12
		SP:Iteration 59Q (6221.180000 sec): 3 clusters
  Score: Raw -319269.450189 + Penalty 2641.886046 = -316627.564143
  nChanged 7
		SP:Iteration 60F (6221.190000 sec): 3 clusters
  Score: Raw -319272.113606 + Penalty 2641.886046 = -316630.227560
  nChanged 6
		SP:Iteration 61Q (6221.200000 sec): 3 clusters
  Score: Raw -319274.794839 + Penalty 2641.886046 = -316632.908792
  nChanged 4
		SP:Iteration 62Q (6221.210000 sec): 3 clusters
  Score: Raw -319276.547329 + Penalty 2641.886046 = -316634.661283
  nChanged 2
		SP:Iteration 63Q (6221.220000 sec): 3 clusters
  Score: Raw -319277.146356 + Penalty 2641.886046 = -316635.260310
  nChanged 3
		SP:Iteration 64Q (6221.220000 sec): 3 clusters
  Score: Raw -319278.353869 + Penalty 2641.886046 = -316636.467823
  nChanged 1
		SP:Iteration 65Q (6221.230000 sec): 3 clusters
  Score: Raw -319278.517597 + Penalty 2641.886046 = -316636.631551
  nChanged 0
		SP:Iteration 66F (6221.240000 sec): 3 clusters
  Score: Raw -319278.517597 + Penalty 2641.886046 = -316636.631551
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (20500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.310000 sec): 2 clusters
  Score: Raw -1951994.258439 + Penalty 1613.329277 = -1950380.929162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.370000 sec): 3 clusters
  Score: Raw -1939726.730739 + Penalty 3226.658554 = -1936500.072186
  nChanged 9206
		SP:Iteration 1F (6221.430000 sec): 3 clusters
  Score: Raw -1944840.250694 + Penalty 3226.658554 = -1941613.592140
  nChanged 1224
		SP:Iteration 2F (6221.480000 sec): 3 clusters
  Score: Raw -1945378.335568 + Penalty 3226.658554 = -1942151.677014
  nChanged 1155
		SP:Iteration 3F (6221.540000 sec): 3 clusters
  Score: Raw -1945929.407474 + Penalty 3226.658554 = -1942702.748920
  nChanged 1210
		SP:Iteration 4F (6221.600000 sec): 3 clusters
  Score: Raw -1946615.676959 + Penalty 3226.658554 = -1943389.018406
  nChanged 1306
		SP:Iteration 5F (6221.650000 sec): 3 clusters
  Score: Raw -1947489.851985 + Penalty 3226.658554 = -1944263.193431
  nChanged 1361
		SP:Iteration 6F (6221.710000 sec): 3 clusters
  Score: Raw -1948548.896597 + Penalty 3226.658554 = -1945322.238044
  nChanged 1310
		SP:Iteration 7F (6221.770000 sec): 3 clusters
  Score: Raw -1949698.876693 + Penalty 3226.658554 = -1946472.218139
  nChanged 1083
		SP:Iteration 8F (6221.820000 sec): 3 clusters
  Score: Raw -1950754.924925 + Penalty 3226.658554 = -1947528.266372
  nChanged 744
		SP:Iteration 9Q (6221.880000 sec): 3 clusters
  Score: Raw -1951503.066061 + Penalty 3226.658554 = -1948276.407507
  nChanged 433
		SP:Iteration 10Q (6221.920000 sec): 3 clusters
  Score: Raw -1951942.882827 + Penalty 3226.658554 = -1948716.224273
  nChanged 246
		SP:Iteration 11Q (6221.970000 sec): 3 clusters
  Score: Raw -1952166.194629 + Penalty 3226.658554 = -1948939.536076
  nChanged 166
		SP:Iteration 12Q (6222.020000 sec): 3 clusters
  Score: Raw -1952345.223085 + Penalty 3226.658554 = -1949118.564531
  nChanged 139
		SP:Iteration 13Q (6222.060000 sec): 3 clusters
  Score: Raw -1952472.105638 + Penalty 3226.658554 = -1949245.447084
  nChanged 102
		SP:Iteration 14Q (6222.100000 sec): 3 clusters
  Score: Raw -1952551.926709 + Penalty 3226.658554 = -1949325.268155
  nChanged 98
		SP:Iteration 15Q (6222.140000 sec): 3 clusters
  Score: Raw -1952626.161759 + Penalty 3226.658554 = -1949399.503205
  nChanged 93
		SP:Iteration 16Q (6222.180000 sec): 3 clusters
  Score: Raw -1952711.719676 + Penalty 3226.658554 = -1949485.061123
  nChanged 74
		SP:Iteration 17Q (6222.220000 sec): 3 clusters
  Score: Raw -1952782.967917 + Penalty 3226.658554 = -1949556.309363
  nChanged 70
		SP:Iteration 18Q (6222.260000 sec): 3 clusters
  Score: Raw -1952845.453706 + Penalty 3226.658554 = -1949618.795152
  nChanged 58
		SP:Iteration 19Q (6222.300000 sec): 3 clusters
  Score: Raw -1952889.885146 + Penalty 3226.658554 = -1949663.226592
  nChanged 52
		SP:Iteration 20F (6222.360000 sec): 3 clusters
  Score: Raw -1952922.696493 + Penalty 3226.658554 = -1949696.037939
  nChanged 50
		SP:Iteration 21Q (6222.400000 sec): 3 clusters
  Score: Raw -1952964.031489 + Penalty 3226.658554 = -1949737.372936
  nChanged 58
		SP:Iteration 22Q (6222.440000 sec): 3 clusters
  Score: Raw -1953010.364230 + Penalty 3226.658554 = -1949783.705676
  nChanged 70
		SP:Iteration 23Q (6222.490000 sec): 3 clusters
  Score: Raw -1953062.684077 + Penalty 3226.658554 = -1949836.025524
  nChanged 75
		SP:Iteration 24Q (6222.530000 sec): 3 clusters
  Score: Raw -1953125.828519 + Penalty 3226.658554 = -1949899.169966
  nChanged 80
		SP:Iteration 25Q (6222.570000 sec): 3 clusters
  Score: Raw -1953202.001688 + Penalty 3226.658554 = -1949975.343134
  nChanged 79
		SP:Iteration 26Q (6222.610000 sec): 3 clusters
  Score: Raw -1953261.407745 + Penalty 3226.658554 = -1950034.749191
  nChanged 81
		SP:Iteration 27Q (6222.650000 sec): 3 clusters
  Score: Raw -1953317.668759 + Penalty 3226.658554 = -1950091.010205
  nChanged 83
		SP:Iteration 28Q (6222.690000 sec): 3 clusters
  Score: Raw -1953357.341855 + Penalty 3226.658554 = -1950130.683301
  nChanged 53
		SP:Iteration 29Q (6222.730000 sec): 3 clusters
  Score: Raw -1953376.791032 + Penalty 3226.658554 = -1950150.132478
  nChanged 26
		SP:Iteration 30Q (6222.770000 sec): 3 clusters
  Score: Raw -1953383.801147 + Penalty 3226.658554 = -1950157.142593
  nChanged 11
		SP:Iteration 31Q (6222.810000 sec): 3 clusters
  Score: Raw -1953386.891692 + Penalty 3226.658554 = -1950160.233139
  nChanged 8
		SP:Iteration 32Q (6222.850000 sec): 3 clusters
  Score: Raw -1953389.898949 + Penalty 3226.658554 = -1950163.240395
  nChanged 7
		SP:Iteration 33Q (6222.890000 sec): 3 clusters
  Score: Raw -1953391.877628 + Penalty 3226.658554 = -1950165.219075
  nChanged 4
		SP:Iteration 34Q (6222.930000 sec): 3 clusters
  Score: Raw -1953392.690872 + Penalty 3226.658554 = -1950166.032318
  nChanged 3
		SP:Iteration 35Q (6222.970000 sec): 3 clusters
  Score: Raw -1953393.426467 + Penalty 3226.658554 = -1950166.767913
  nChanged 3
		SP:Iteration 36Q (6223.010000 sec): 3 clusters
  Score: Raw -1953394.173209 + Penalty 3226.658554 = -1950167.514655
  nChanged 2
		SP:Iteration 37Q (6223.050000 sec): 3 clusters
  Score: Raw -1953394.480279 + Penalty 3226.658554 = -1950167.821725
  nChanged 0
		SP:Iteration 38F (6223.100000 sec): 3 clusters
  Score: Raw -1953430.155290 + Penalty 3226.658554 = -1950203.496736
  nChanged 31
		SP:Iteration 39Q (6223.140000 sec): 3 clusters
  Score: Raw -1953451.688898 + Penalty 3226.658554 = -1950225.030345
  nChanged 39
		SP:Iteration 40F (6223.200000 sec): 3 clusters
  Score: Raw -1953472.075437 + Penalty 3226.658554 = -1950245.416883
  nChanged 42
		SP:Iteration 41Q (6223.240000 sec): 3 clusters
  Score: Raw -1953486.900649 + Penalty 3226.658554 = -1950260.242095
  nChanged 33
		SP:Iteration 42Q (6223.280000 sec): 3 clusters
  Score: Raw -1953496.899725 + Penalty 3226.658554 = -1950270.241172
  nChanged 32
		SP:Iteration 43Q (6223.320000 sec): 3 clusters
  Score: Raw -1953508.937832 + Penalty 3226.658554 = -1950282.279278
  nChanged 23
		SP:Iteration 44Q (6223.360000 sec): 3 clusters
  Score: Raw -1953515.111235 + Penalty 3226.658554 = -1950288.452681
  nChanged 21
		SP:Iteration 45Q (6223.410000 sec): 3 clusters
  Score: Raw -1953521.736833 + Penalty 3226.658554 = -1950295.078279
  nChanged 17
		SP:Iteration 46Q (6223.450000 sec): 3 clusters
  Score: Raw -1953526.292113 + Penalty 3226.658554 = -1950299.633560
  nChanged 15
		SP:Iteration 47Q (6223.490000 sec): 3 clusters
  Score: Raw -1953530.448249 + Penalty 3226.658554 = -1950303.789696
  nChanged 10
		SP:Iteration 48Q (6223.530000 sec): 3 clusters
  Score: Raw -1953532.890686 + Penalty 3226.658554 = -1950306.232132
  nChanged 13
		SP:Iteration 49Q (6223.580000 sec): 3 clusters
  Score: Raw -1953536.266077 + Penalty 3226.658554 = -1950309.607524
  nChanged 12
		SP:Iteration 50Q (6223.620000 sec): 3 clusters
  Score: Raw -1953540.006022 + Penalty 3226.658554 = -1950313.347468
  nChanged 12
		SP:Iteration 51Q (6223.660000 sec): 3 clusters
  Score: Raw -1953543.388156 + Penalty 3226.658554 = -1950316.729602
  nChanged 14
		SP:Iteration 52Q (6223.700000 sec): 3 clusters
  Score: Raw -1953546.885236 + Penalty 3226.658554 = -1950320.226682
  nChanged 9
		SP:Iteration 53Q (6223.750000 sec): 3 clusters
  Score: Raw -1953549.068984 + Penalty 3226.658554 = -1950322.410430
  nChanged 9
		SP:Iteration 54Q (6223.790000 sec): 3 clusters
  Score: Raw -1953550.972830 + Penalty 3226.658554 = -1950324.314276
  nChanged 5
		SP:Iteration 55Q (6223.830000 sec): 3 clusters
  Score: Raw -1953552.042214 + Penalty 3226.658554 = -1950325.383661
  nChanged 6
		SP:Iteration 56Q (6223.880000 sec): 3 clusters
  Score: Raw -1953553.101454 + Penalty 3226.658554 = -1950326.442900
  nChanged 4
		SP:Iteration 57Q (6223.920000 sec): 3 clusters
  Score: Raw -1953553.754434 + Penalty 3226.658554 = -1950327.095880
  nChanged 2
		SP:Iteration 58Q (6223.960000 sec): 3 clusters
  Score: Raw -1953554.217310 + Penalty 3226.658554 = -1950327.558757
  nChanged 3
		SP:Iteration 59Q (6224.000000 sec): 3 clusters
  Score: Raw -1953554.663909 + Penalty 3226.658554 = -1950328.005355
  nChanged 3
		SP:Iteration 60F (6224.060000 sec): 3 clusters
  Score: Raw -1953555.030647 + Penalty 3226.658554 = -1950328.372093
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6224.100000 sec): 2 clusters
  Score: Raw -1222098.122494 + Penalty 1524.578606 = -1220573.543888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6224.140000 sec): 3 clusters
  Score: Raw -1215375.753901 + Penalty 3049.157213 = -1212326.596688
  nChanged 5110
		SP:Iteration 1F (6224.170000 sec): 3 clusters
  Score: Raw -1218057.943335 + Penalty 3049.157213 = -1215008.786122
  nChanged 709
		SP:Iteration 2F (6224.200000 sec): 3 clusters
  Score: Raw -1218409.397471 + Penalty 3049.157213 = -1215360.240258
  nChanged 664
		SP:Iteration 3F (6224.230000 sec): 3 clusters
  Score: Raw -1218728.649520 + Penalty 3049.157213 = -1215679.492308
  nChanged 619
		SP:Iteration 4F (6224.260000 sec): 3 clusters
  Score: Raw -1219065.758520 + Penalty 3049.157213 = -1216016.601307
  nChanged 699
		SP:Iteration 5F (6224.290000 sec): 3 clusters
  Score: Raw -1219492.369142 + Penalty 3049.157213 = -1216443.211929
  nChanged 796
		SP:Iteration 6F (6224.320000 sec): 3 clusters
  Score: Raw -1220103.903265 + Penalty 3049.157213 = -1217054.746052
  nChanged 861
		SP:Iteration 7F (6224.350000 sec): 3 clusters
  Score: Raw -1220846.714414 + Penalty 3049.157213 = -1217797.557201
  nChanged 809
		SP:Iteration 8F (6224.380000 sec): 3 clusters
  Score: Raw -1221564.147856 + Penalty 3049.157213 = -1218514.990643
  nChanged 597
		SP:Iteration 9F (6224.420000 sec): 3 clusters
  Score: Raw -1222053.798964 + Penalty 3049.157213 = -1219004.641751
  nChanged 397
		SP:Iteration 10Q (6224.440000 sec): 3 clusters
  Score: Raw -1222387.439496 + Penalty 3049.157213 = -1219338.282283
  nChanged 281
		SP:Iteration 11Q (6224.480000 sec): 3 clusters
  Score: Raw -1222653.475923 + Penalty 3049.157213 = -1219604.318710
  nChanged 192
		SP:Iteration 12Q (6224.500000 sec): 3 clusters
  Score: Raw -1222800.100507 + Penalty 3049.157213 = -1219750.943294
  nChanged 122
		SP:Iteration 13Q (6224.530000 sec): 3 clusters
  Score: Raw -1222873.078991 + Penalty 3049.157213 = -1219823.921778
  nChanged 90
		SP:Iteration 14Q (6224.560000 sec): 3 clusters
  Score: Raw -1222917.319572 + Penalty 3049.157213 = -1219868.162359
  nChanged 67
		SP:Iteration 15Q (6224.580000 sec): 3 clusters
  Score: Raw -1222938.528480 + Penalty 3049.157213 = -1219889.371267
  nChanged 43
		SP:Iteration 16Q (6224.610000 sec): 3 clusters
  Score: Raw -1222951.244081 + Penalty 3049.157213 = -1219902.086868
  nChanged 42
		SP:Iteration 17Q (6224.640000 sec): 3 clusters
  Score: Raw -1222963.199361 + Penalty 3049.157213 = -1219914.042148
  nChanged 27
		SP:Iteration 18Q (6224.660000 sec): 3 clusters
  Score: Raw -1222970.455265 + Penalty 3049.157213 = -1219921.298052
  nChanged 22
		SP:Iteration 19Q (6224.690000 sec): 3 clusters
  Score: Raw -1222974.673094 + Penalty 3049.157213 = -1219925.515881
  nChanged 16
		SP:Iteration 20F (6224.720000 sec): 3 clusters
  Score: Raw -1222977.104224 + Penalty 3049.157213 = -1219927.947011
  nChanged 13
		SP:Iteration 21Q (6224.750000 sec): 3 clusters
  Score: Raw -1222979.551531 + Penalty 3049.157213 = -1219930.394318
  nChanged 16
		SP:Iteration 22Q (6224.780000 sec): 3 clusters
  Score: Raw -1222981.414152 + Penalty 3049.157213 = -1219932.256939
  nChanged 7
		SP:Iteration 23Q (6224.800000 sec): 3 clusters
  Score: Raw -1222982.325601 + Penalty 3049.157213 = -1219933.168388
  nChanged 3
		SP:Iteration 24Q (6224.830000 sec): 3 clusters
  Score: Raw -1222982.536724 + Penalty 3049.157213 = -1219933.379511
  nChanged 2
		SP:Iteration 25Q (6224.860000 sec): 3 clusters
  Score: Raw -1222982.721818 + Penalty 3049.157213 = -1219933.564605
  nChanged 3
		SP:Iteration 26Q (6224.880000 sec): 3 clusters
  Score: Raw -1222983.024827 + Penalty 3049.157213 = -1219933.867614
  nChanged 3
		SP:Iteration 27Q (6224.910000 sec): 3 clusters
  Score: Raw -1222983.406711 + Penalty 3049.157213 = -1219934.249498
  nChanged 5
		SP:Iteration 28Q (6224.940000 sec): 3 clusters
  Score: Raw -1222984.095528 + Penalty 3049.157213 = -1219934.938315
  nChanged 2
		SP:Iteration 29Q (6224.960000 sec): 3 clusters
  Score: Raw -1222984.333328 + Penalty 3049.157213 = -1219935.176115
  nChanged 0
		SP:Iteration 30F (6225.000000 sec): 3 clusters
  Score: Raw -1222984.333328 + Penalty 3049.157213 = -1219935.176115
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6225.010000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6225.010000 sec): 3 clusters
  Score: Raw -146952.106952 + Penalty 2377.662139 = -144574.444813
  nChanged 491
		SP:Iteration 1F (6225.020000 sec): 3 clusters
  Score: Raw -147267.345539 + Penalty 2377.662139 = -144889.683400
  nChanged 113
		SP:Iteration 2F (6225.020000 sec): 3 clusters
  Score: Raw -147374.810892 + Penalty 2377.662139 = -144997.148754
  nChanged 77
		SP:Iteration 3F (6225.020000 sec): 3 clusters
  Score: Raw -147442.024793 + Penalty 2377.662139 = -145064.362654
  nChanged 58
		SP:Iteration 4Q (6225.030000 sec): 3 clusters
  Score: Raw -147499.175499 + Penalty 2377.662139 = -145121.513360
  nChanged 61
		SP:Iteration 5Q (6225.030000 sec): 3 clusters
  Score: Raw -147558.022823 + Penalty 2377.662139 = -145180.360684
  nChanged 47
		SP:Iteration 6Q (6225.040000 sec): 3 clusters
  Score: Raw -147597.916012 + Penalty 2377.662139 = -145220.253873
  nChanged 36
		SP:Iteration 7Q (6225.040000 sec): 3 clusters
  Score: Raw -147621.117421 + Penalty 2377.662139 = -145243.455283
  nChanged 23
		SP:Iteration 8Q (6225.040000 sec): 3 clusters
  Score: Raw -147638.915052 + Penalty 2377.662139 = -145261.252913
  nChanged 24
		SP:Iteration 9Q (6225.050000 sec): 3 clusters
  Score: Raw -147657.089163 + Penalty 2377.662139 = -145279.427024
  nChanged 23
		SP:Iteration 10Q (6225.050000 sec): 3 clusters
  Score: Raw -147673.891785 + Penalty 2377.662139 = -145296.229646
  nChanged 19
		SP:Iteration 11Q (6225.050000 sec): 3 clusters
  Score: Raw -147689.471308 + Penalty 2377.662139 = -145311.809169
  nChanged 14
		SP:Iteration 12Q (6225.060000 sec): 3 clusters
  Score: Raw -147702.774915 + Penalty 2377.662139 = -145325.112776
  nChanged 15
		SP:Iteration 13Q (6225.060000 sec): 3 clusters
  Score: Raw -147715.040384 + Penalty 2377.662139 = -145337.378245
  nChanged 19
		SP:Iteration 14Q (6225.060000 sec): 3 clusters
  Score: Raw -147728.402772 + Penalty 2377.662139 = -145350.740633
  nChanged 11
		SP:Iteration 15Q (6225.070000 sec): 3 clusters
  Score: Raw -147738.174058 + Penalty 2377.662139 = -145360.511919
  nChanged 13
		SP:Iteration 16Q (6225.070000 sec): 3 clusters
  Score: Raw -147745.304794 + Penalty 2377.662139 = -145367.642655
  nChanged 8
		SP:Iteration 17Q (6225.080000 sec): 3 clusters
  Score: Raw -147755.357780 + Penalty 2377.662139 = -145377.695641
  nChanged 8
		SP:Iteration 18Q (6225.080000 sec): 3 clusters
  Score: Raw -147758.671325 + Penalty 2377.662139 = -145381.009186
  nChanged 7
		SP:Iteration 19Q (6225.080000 sec): 3 clusters
  Score: Raw -147761.512361 + Penalty 2377.662139 = -145383.850222
  nChanged 1
		SP:Iteration 20F (6225.090000 sec): 3 clusters
  Score: Raw -147761.970592 + Penalty 2377.662139 = -145384.308453
  nChanged 2
		SP:Iteration 21Q (6225.090000 sec): 3 clusters
  Score: Raw -147762.958759 + Penalty 2377.662139 = -145385.296620
  nChanged 1
		SP:Iteration 22Q (6225.090000 sec): 3 clusters
  Score: Raw -147763.402490 + Penalty 2377.662139 = -145385.740351
  nChanged 0
		SP:Iteration 23F (6225.100000 sec): 3 clusters
  Score: Raw -147763.402490 + Penalty 2377.662139 = -145385.740351
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6225.110000 sec): 2 clusters
  Score: Raw -233263.869277 + Penalty 1280.323348 = -231983.545929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6225.120000 sec): 3 clusters
  Score: Raw -232046.487922 + Penalty 2560.646696 = -229485.841226
  nChanged 1033
		SP:Iteration 1F (6225.120000 sec): 3 clusters
  Score: Raw -233014.962252 + Penalty 2560.646696 = -230454.315555
  nChanged 295
		SP:Iteration 2F (6225.130000 sec): 3 clusters
  Score: Raw -233349.554224 + Penalty 2560.646696 = -230788.907527
  nChanged 201
		SP:Iteration 3F (6225.140000 sec): 3 clusters
  Score: Raw -233560.595436 + Penalty 2560.646696 = -230999.948739
  nChanged 150
		SP:Iteration 4F (6225.140000 sec): 3 clusters
  Score: Raw -233703.943484 + Penalty 2560.646696 = -231143.296788
  nChanged 103
		SP:Iteration 5Q (6225.150000 sec): 3 clusters
  Score: Raw -233755.786196 + Penalty 2560.646696 = -231195.139499
  nChanged 55
		SP:Iteration 6Q (6225.160000 sec): 3 clusters
  Score: Raw -233786.115997 + Penalty 2560.646696 = -231225.469300
  nChanged 45
		SP:Iteration 7Q (6225.160000 sec): 3 clusters
  Score: Raw -233807.953797 + Penalty 2560.646696 = -231247.307101
  nChanged 43
		SP:Iteration 8Q (6225.170000 sec): 3 clusters
  Score: Raw -233827.455958 + Penalty 2560.646696 = -231266.809262
  nChanged 37
		SP:Iteration 9Q (6225.180000 sec): 3 clusters
  Score: Raw -233841.623465 + Penalty 2560.646696 = -231280.976768
  nChanged 26
		SP:Iteration 10Q (6225.180000 sec): 3 clusters
  Score: Raw -233851.276535 + Penalty 2560.646696 = -231290.629839
  nChanged 22
		SP:Iteration 11Q (6225.190000 sec): 3 clusters
  Score: Raw -233860.655552 + Penalty 2560.646696 = -231300.008856
  nChanged 19
		SP:Iteration 12Q (6225.200000 sec): 3 clusters
  Score: Raw -233872.838507 + Penalty 2560.646696 = -231312.191810
  nChanged 37
		SP:Iteration 13Q (6225.200000 sec): 3 clusters
  Score: Raw -233888.440066 + Penalty 2560.646696 = -231327.793369
  nChanged 24
		SP:Iteration 14Q (6225.210000 sec): 3 clusters
  Score: Raw -233896.386784 + Penalty 2560.646696 = -231335.740087
  nChanged 18
		SP:Iteration 15Q (6225.220000 sec): 3 clusters
  Score: Raw -233905.722020 + Penalty 2560.646696 = -231345.075323
  nChanged 19
		SP:Iteration 16Q (6225.220000 sec): 3 clusters
  Score: Raw -233912.541307 + Penalty 2560.646696 = -231351.894610
  nChanged 10
		SP:Iteration 17Q (6225.230000 sec): 3 clusters
  Score: Raw -233915.005387 + Penalty 2560.646696 = -231354.358690
  nChanged 10
		SP:Iteration 18Q (6225.240000 sec): 3 clusters
  Score: Raw -233917.802045 + Penalty 2560.646696 = -231357.155349
  nChanged 4
		SP:Iteration 19Q (6225.240000 sec): 3 clusters
  Score: Raw -233919.673073 + Penalty 2560.646696 = -231359.026377
  nChanged 9
		SP:Iteration 20F (6225.250000 sec): 3 clusters
  Score: Raw -233923.126023 + Penalty 2560.646696 = -231362.479327
  nChanged 6
		SP:Iteration 21Q (6225.260000 sec): 3 clusters
  Score: Raw -233924.808003 + Penalty 2560.646696 = -231364.161307
  nChanged 3
		SP:Iteration 22Q (6225.260000 sec): 3 clusters
  Score: Raw -233925.586711 + Penalty 2560.646696 = -231364.940014
  nChanged 3
		SP:Iteration 23Q (6225.270000 sec): 3 clusters
  Score: Raw -233926.505520 + Penalty 2560.646696 = -231365.858823
  nChanged 1
		SP:Iteration 24Q (6225.280000 sec): 3 clusters
  Score: Raw -233926.673358 + Penalty 2560.646696 = -231366.026662
  nChanged 0
		SP:Iteration 25F (6225.280000 sec): 3 clusters
  Score: Raw -233926.673358 + Penalty 2560.646696 = -231366.026662
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6225.310000 sec): 2 clusters
  Score: Raw -641810.476340 + Penalty 1427.799210 = -640382.677130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6225.330000 sec): 3 clusters
  Score: Raw -638316.727168 + Penalty 2855.598420 = -635461.128748
  nChanged 2673
		SP:Iteration 1F (6225.350000 sec): 3 clusters
  Score: Raw -639787.366591 + Penalty 2855.598420 = -636931.768170
  nChanged 480
		SP:Iteration 2F (6225.360000 sec): 3 clusters
  Score: Raw -640089.381983 + Penalty 2855.598420 = -637233.783563
  nChanged 450
		SP:Iteration 3F (6225.380000 sec): 3 clusters
  Score: Raw -640399.060171 + Penalty 2855.598420 = -637543.461750
  nChanged 431
		SP:Iteration 4F (6225.400000 sec): 3 clusters
  Score: Raw -640685.282068 + Penalty 2855.598420 = -637829.683647
  nChanged 367
		SP:Iteration 5F (6225.420000 sec): 3 clusters
  Score: Raw -640932.918185 + Penalty 2855.598420 = -638077.319765
  nChanged 326
		SP:Iteration 6Q (6225.430000 sec): 3 clusters
  Score: Raw -641139.509908 + Penalty 2855.598420 = -638283.911487
  nChanged 260
		SP:Iteration 7Q (6225.450000 sec): 3 clusters
  Score: Raw -641297.905080 + Penalty 2855.598420 = -638442.306659
  nChanged 210
		SP:Iteration 8Q (6225.460000 sec): 3 clusters
  Score: Raw -641426.817777 + Penalty 2855.598420 = -638571.219357
  nChanged 163
		SP:Iteration 9Q (6225.480000 sec): 3 clusters
  Score: Raw -641531.429350 + Penalty 2855.598420 = -638675.830929
  nChanged 147
		SP:Iteration 10Q (6225.500000 sec): 3 clusters
  Score: Raw -641615.280566 + Penalty 2855.598420 = -638759.682146
  nChanged 96
		SP:Iteration 11Q (6225.520000 sec): 3 clusters
  Score: Raw -641666.794402 + Penalty 2855.598420 = -638811.195982
  nChanged 94
		SP:Iteration 12Q (6225.530000 sec): 3 clusters
  Score: Raw -641718.036288 + Penalty 2855.598420 = -638862.437868
  nChanged 61
		SP:Iteration 13Q (6225.550000 sec): 3 clusters
  Score: Raw -641748.881137 + Penalty 2855.598420 = -638893.282717
  nChanged 43
		SP:Iteration 14Q (6225.560000 sec): 3 clusters
  Score: Raw -641771.116610 + Penalty 2855.598420 = -638915.518190
  nChanged 37
		SP:Iteration 15Q (6225.580000 sec): 3 clusters
  Score: Raw -641788.275499 + Penalty 2855.598420 = -638932.677078
  nChanged 24
		SP:Iteration 16Q (6225.600000 sec): 3 clusters
  Score: Raw -641798.218901 + Penalty 2855.598420 = -638942.620480
  nChanged 19
		SP:Iteration 17Q (6225.610000 sec): 3 clusters
  Score: Raw -641809.830610 + Penalty 2855.598420 = -638954.232190
  nChanged 29
		SP:Iteration 18Q (6225.630000 sec): 3 clusters
  Score: Raw -641825.408290 + Penalty 2855.598420 = -638969.809869
  nChanged 27
		SP:Iteration 19Q (6225.650000 sec): 3 clusters
  Score: Raw -641841.317177 + Penalty 2855.598420 = -638985.718757
  nChanged 25
		SP:Iteration 20F (6225.660000 sec): 3 clusters
  Score: Raw -641859.145551 + Penalty 2855.598420 = -639003.547131
  nChanged 34
		SP:Iteration 21Q (6225.680000 sec): 3 clusters
  Score: Raw -641884.136510 + Penalty 2855.598420 = -639028.538089
  nChanged 28
		SP:Iteration 22Q (6225.690000 sec): 3 clusters
  Score: Raw -641903.711995 + Penalty 2855.598420 = -639048.113574
  nChanged 18
		SP:Iteration 23Q (6225.710000 sec): 3 clusters
  Score: Raw -641914.472861 + Penalty 2855.598420 = -639058.874440
  nChanged 14
		SP:Iteration 24Q (6225.720000 sec): 3 clusters
  Score: Raw -641922.402265 + Penalty 2855.598420 = -639066.803844
  nChanged 11
		SP:Iteration 25Q (6225.740000 sec): 3 clusters
  Score: Raw -641929.944328 + Penalty 2855.598420 = -639074.345908
  nChanged 9
		SP:Iteration 26Q (6225.760000 sec): 3 clusters
  Score: Raw -641936.182830 + Penalty 2855.598420 = -639080.584410
  nChanged 8
		SP:Iteration 27Q (6225.770000 sec): 3 clusters
  Score: Raw -641940.375409 + Penalty 2855.598420 = -639084.776988
  nChanged 8
		SP:Iteration 28Q (6225.780000 sec): 3 clusters
  Score: Raw -641945.886455 + Penalty 2855.598420 = -639090.288034
  nChanged 8
		SP:Iteration 29Q (6225.800000 sec): 3 clusters
  Score: Raw -641951.734426 + Penalty 2855.598420 = -639096.136006
  nChanged 9
		SP:Iteration 30Q (6225.820000 sec): 3 clusters
  Score: Raw -641957.116058 + Penalty 2855.598420 = -639101.517637
  nChanged 9
		SP:Iteration 31Q (6225.830000 sec): 3 clusters
  Score: Raw -641962.113291 + Penalty 2855.598420 = -639106.514871
  nChanged 10
		SP:Iteration 32Q (6225.840000 sec): 3 clusters
  Score: Raw -641967.757330 + Penalty 2855.598420 = -639112.158910
  nChanged 6
		SP:Iteration 33Q (6225.860000 sec): 3 clusters
  Score: Raw -641971.361545 + Penalty 2855.598420 = -639115.763125
  nChanged 11
		SP:Iteration 34Q (6225.870000 sec): 3 clusters
  Score: Raw -641979.387833 + Penalty 2855.598420 = -639123.789413
  nChanged 11
		SP:Iteration 35Q (6225.880000 sec): 3 clusters
  Score: Raw -641989.581259 + Penalty 2855.598420 = -639133.982839
  nChanged 9
		SP:Iteration 36Q (6225.910000 sec): 3 clusters
  Score: Raw -641995.788213 + Penalty 2855.598420 = -639140.189792
  nChanged 5
		SP:Iteration 37Q (6225.920000 sec): 3 clusters
  Score: Raw -641999.203745 + Penalty 2855.598420 = -639143.605325
  nChanged 5
		SP:Iteration 38Q (6225.940000 sec): 3 clusters
  Score: Raw -642003.508444 + Penalty 2855.598420 = -639147.910024
  nChanged 4
		SP:Iteration 39Q (6225.950000 sec): 3 clusters
  Score: Raw -642005.877609 + Penalty 2855.598420 = -639150.279188
  nChanged 3
		SP:Iteration 40F (6225.970000 sec): 3 clusters
  Score: Raw -642008.138831 + Penalty 2855.598420 = -639152.540410
  nChanged 2
		SP:Iteration 41Q (6225.980000 sec): 3 clusters
  Score: Raw -642009.276064 + Penalty 2855.598420 = -639153.677643
  nChanged 2
		SP:Iteration 42Q (6226.000000 sec): 3 clusters
  Score: Raw -642011.776992 + Penalty 2855.598420 = -639156.178572
  nChanged 1
		SP:Iteration 43Q (6226.010000 sec): 3 clusters
  Score: Raw -642012.142060 + Penalty 2855.598420 = -639156.543640
  nChanged 3
		SP:Iteration 44Q (6226.030000 sec): 3 clusters
  Score: Raw -642014.466567 + Penalty 2855.598420 = -639158.868146
  nChanged 4
		SP:Iteration 45Q (6226.040000 sec): 3 clusters
  Score: Raw -642017.378152 + Penalty 2855.598420 = -639161.779732
  nChanged 6
		SP:Iteration 46Q (6226.060000 sec): 3 clusters
  Score: Raw -642020.956458 + Penalty 2855.598420 = -639165.358037
  nChanged 8
		SP:Iteration 47Q (6226.070000 sec): 3 clusters
  Score: Raw -642026.945117 + Penalty 2855.598420 = -639171.346696
  nChanged 5
		SP:Iteration 48Q (6226.080000 sec): 3 clusters
  Score: Raw -642030.344454 + Penalty 2855.598420 = -639174.746033
  nChanged 2
		SP:Iteration 49Q (6226.100000 sec): 3 clusters
  Score: Raw -642031.194435 + Penalty 2855.598420 = -639175.596015
  nChanged 1
		SP:Iteration 50Q (6226.120000 sec): 3 clusters
  Score: Raw -642031.793650 + Penalty 2855.598420 = -639176.195229
  nChanged 1
		SP:Iteration 51Q (6226.130000 sec): 3 clusters
  Score: Raw -642032.529139 + Penalty 2855.598420 = -639176.930718
  nChanged 0
		SP:Iteration 52F (6226.150000 sec): 3 clusters
  Score: Raw -642032.529139 + Penalty 2855.598420 = -639176.930718
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6226.170000 sec): 2 clusters
  Score: Raw -418561.476992 + Penalty 1357.901994 = -417203.574998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6226.180000 sec): 3 clusters
  Score: Raw -416401.390119 + Penalty 2715.803989 = -413685.586130
  nChanged 1695
		SP:Iteration 1F (6226.190000 sec): 3 clusters
  Score: Raw -417359.387258 + Penalty 2715.803989 = -414643.583269
  nChanged 295
		SP:Iteration 2F (6226.200000 sec): 3 clusters
  Score: Raw -417523.676926 + Penalty 2715.803989 = -414807.872937
  nChanged 212
		SP:Iteration 3Q (6226.210000 sec): 3 clusters
  Score: Raw -417649.705577 + Penalty 2715.803989 = -414933.901588
  nChanged 209
		SP:Iteration 4Q (6226.230000 sec): 3 clusters
  Score: Raw -417783.339819 + Penalty 2715.803989 = -415067.535830
  nChanged 184
		SP:Iteration 5Q (6226.230000 sec): 3 clusters
  Score: Raw -417897.754865 + Penalty 2715.803989 = -415181.950876
  nChanged 178
		SP:Iteration 6Q (6226.240000 sec): 3 clusters
  Score: Raw -418006.306669 + Penalty 2715.803989 = -415290.502681
  nChanged 168
		SP:Iteration 7Q (6226.250000 sec): 3 clusters
  Score: Raw -418106.414302 + Penalty 2715.803989 = -415390.610314
  nChanged 164
		SP:Iteration 8Q (6226.270000 sec): 3 clusters
  Score: Raw -418210.536953 + Penalty 2715.803989 = -415494.732964
  nChanged 142
		SP:Iteration 9Q (6226.270000 sec): 3 clusters
  Score: Raw -418314.800687 + Penalty 2715.803989 = -415598.996699
  nChanged 146
		SP:Iteration 10Q (6226.290000 sec): 3 clusters
  Score: Raw -418434.224823 + Penalty 2715.803989 = -415718.420834
  nChanged 135
		SP:Iteration 11Q (6226.300000 sec): 3 clusters
  Score: Raw -418542.267501 + Penalty 2715.803989 = -415826.463512
  nChanged 101
		SP:Iteration 12Q (6226.310000 sec): 3 clusters
  Score: Raw -418601.629709 + Penalty 2715.803989 = -415885.825720
  nChanged 64
		SP:Iteration 13Q (6226.320000 sec): 3 clusters
  Score: Raw -418637.315840 + Penalty 2715.803989 = -415921.511852
  nChanged 61
		SP:Iteration 14Q (6226.330000 sec): 3 clusters
  Score: Raw -418676.873490 + Penalty 2715.803989 = -415961.069501
  nChanged 49
		SP:Iteration 15Q (6226.340000 sec): 3 clusters
  Score: Raw -418709.582341 + Penalty 2715.803989 = -415993.778352
  nChanged 42
		SP:Iteration 16Q (6226.350000 sec): 3 clusters
  Score: Raw -418739.035354 + Penalty 2715.803989 = -416023.231365
  nChanged 34
		SP:Iteration 17Q (6226.360000 sec): 3 clusters
  Score: Raw -418758.921434 + Penalty 2715.803989 = -416043.117445
  nChanged 25
		SP:Iteration 18Q (6226.370000 sec): 3 clusters
  Score: Raw -418771.014193 + Penalty 2715.803989 = -416055.210204
  nChanged 11
		SP:Iteration 19Q (6226.380000 sec): 3 clusters
  Score: Raw -418776.356400 + Penalty 2715.803989 = -416060.552411
  nChanged 10
		SP:Iteration 20F (6226.390000 sec): 3 clusters
  Score: Raw -418781.548124 + Penalty 2715.803989 = -416065.744135
  nChanged 11
		SP:Iteration 21Q (6226.400000 sec): 3 clusters
  Score: Raw -418786.114226 + Penalty 2715.803989 = -416070.310237
  nChanged 10
		SP:Iteration 22Q (6226.410000 sec): 3 clusters
  Score: Raw -418790.009865 + Penalty 2715.803989 = -416074.205876
  nChanged 6
		SP:Iteration 23Q (6226.420000 sec): 3 clusters
  Score: Raw -418792.124987 + Penalty 2715.803989 = -416076.320998
  nChanged 5
		SP:Iteration 24Q (6226.430000 sec): 3 clusters
  Score: Raw -418795.846199 + Penalty 2715.803989 = -416080.042210
  nChanged 8
		SP:Iteration 25Q (6226.450000 sec): 3 clusters
  Score: Raw -418799.426408 + Penalty 2715.803989 = -416083.622419
  nChanged 6
		SP:Iteration 26Q (6226.450000 sec): 3 clusters
  Score: Raw -418802.615235 + Penalty 2715.803989 = -416086.811247
  nChanged 6
		SP:Iteration 27Q (6226.470000 sec): 3 clusters
  Score: Raw -418805.121586 + Penalty 2715.803989 = -416089.317597
  nChanged 1
		SP:Iteration 28Q (6226.470000 sec): 3 clusters
  Score: Raw -418805.538134 + Penalty 2715.803989 = -416089.734145
  nChanged 1
		SP:Iteration 29Q (6226.490000 sec): 3 clusters
  Score: Raw -418805.707882 + Penalty 2715.803989 = -416089.903893
  nChanged 1
		SP:Iteration 30Q (6226.490000 sec): 3 clusters
  Score: Raw -418806.113245 + Penalty 2715.803989 = -416090.309256
  nChanged 1
		SP:Iteration 31Q (6226.510000 sec): 3 clusters
  Score: Raw -418806.323737 + Penalty 2715.803989 = -416090.519748
  nChanged 1
		SP:Iteration 32Q (6226.510000 sec): 3 clusters
  Score: Raw -418806.396660 + Penalty 2715.803989 = -416090.592671
  nChanged 0
		SP:Iteration 33F (6226.530000 sec): 3 clusters
  Score: Raw -418806.396660 + Penalty 2715.803989 = -416090.592671
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (3004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6226.540000 sec): 2 clusters
  Score: Raw -281086.272835 + Penalty 1301.251252 = -279785.021583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6226.550000 sec): 3 clusters
  Score: Raw -279651.643325 + Penalty 2602.502504 = -277049.140820
  nChanged 1146
		SP:Iteration 1F (6226.550000 sec): 3 clusters
  Score: Raw -280356.356130 + Penalty 2602.502504 = -277753.853625
  nChanged 240
		SP:Iteration 2F (6226.560000 sec): 3 clusters
  Score: Raw -280511.970353 + Penalty 2602.502504 = -277909.467849
  nChanged 162
		SP:Iteration 3F (6226.570000 sec): 3 clusters
  Score: Raw -280627.930249 + Penalty 2602.502504 = -278025.427745
  nChanged 139
		SP:Iteration 4Q (6226.580000 sec): 3 clusters
  Score: Raw -280714.802921 + Penalty 2602.502504 = -278112.300417
  nChanged 114
		SP:Iteration 5Q (6226.590000 sec): 3 clusters
  Score: Raw -280776.373392 + Penalty 2602.502504 = -278173.870887
  nChanged 86
		SP:Iteration 6Q (6226.590000 sec): 3 clusters
  Score: Raw -280825.674535 + Penalty 2602.502504 = -278223.172031
  nChanged 71
		SP:Iteration 7Q (6226.600000 sec): 3 clusters
  Score: Raw -280874.760004 + Penalty 2602.502504 = -278272.257500
  nChanged 72
		SP:Iteration 8Q (6226.610000 sec): 3 clusters
  Score: Raw -280916.331134 + Penalty 2602.502504 = -278313.828629
  nChanged 67
		SP:Iteration 9Q (6226.620000 sec): 3 clusters
  Score: Raw -280953.275948 + Penalty 2602.502504 = -278350.773444
  nChanged 57
		SP:Iteration 10Q (6226.630000 sec): 3 clusters
  Score: Raw -280975.904328 + Penalty 2602.502504 = -278373.401823
  nChanged 46
		SP:Iteration 11Q (6226.630000 sec): 3 clusters
  Score: Raw -280995.560906 + Penalty 2602.502504 = -278393.058402
  nChanged 45
		SP:Iteration 12Q (6226.640000 sec): 3 clusters
  Score: Raw -281013.273121 + Penalty 2602.502504 = -278410.770617
  nChanged 34
		SP:Iteration 13Q (6226.650000 sec): 3 clusters
  Score: Raw -281031.388034 + Penalty 2602.502504 = -278428.885530
  nChanged 35
		SP:Iteration 14Q (6226.650000 sec): 3 clusters
  Score: Raw -281047.435543 + Penalty 2602.502504 = -278444.933039
  nChanged 42
		SP:Iteration 15Q (6226.660000 sec): 3 clusters
  Score: Raw -281068.135915 + Penalty 2602.502504 = -278465.633411
  nChanged 47
		SP:Iteration 16Q (6226.670000 sec): 3 clusters
  Score: Raw -281093.961256 + Penalty 2602.502504 = -278491.458752
  nChanged 50
		SP:Iteration 17Q (6226.680000 sec): 3 clusters
  Score: Raw -281121.741074 + Penalty 2602.502504 = -278519.238569
  nChanged 48
		SP:Iteration 18Q (6226.690000 sec): 3 clusters
  Score: Raw -281147.663836 + Penalty 2602.502504 = -278545.161332
  nChanged 44
		SP:Iteration 19Q (6226.690000 sec): 3 clusters
  Score: Raw -281169.320444 + Penalty 2602.502504 = -278566.817940
  nChanged 29
		SP:Iteration 20F (6226.700000 sec): 3 clusters
  Score: Raw -281184.065690 + Penalty 2602.502504 = -278581.563186
  nChanged 31
		SP:Iteration 21Q (6226.710000 sec): 3 clusters
  Score: Raw -281200.627658 + Penalty 2602.502504 = -278598.125154
  nChanged 22
		SP:Iteration 22Q (6226.720000 sec): 3 clusters
  Score: Raw -281211.283899 + Penalty 2602.502504 = -278608.781394
  nChanged 26
		SP:Iteration 23Q (6226.720000 sec): 3 clusters
  Score: Raw -281222.993308 + Penalty 2602.502504 = -278620.490804
  nChanged 21
		SP:Iteration 24Q (6226.730000 sec): 3 clusters
  Score: Raw -281233.081737 + Penalty 2602.502504 = -278630.579233
  nChanged 22
		SP:Iteration 25Q (6226.740000 sec): 3 clusters
  Score: Raw -281242.877100 + Penalty 2602.502504 = -278640.374596
  nChanged 16
		SP:Iteration 26Q (6226.750000 sec): 3 clusters
  Score: Raw -281251.248810 + Penalty 2602.502504 = -278648.746305
  nChanged 23
		SP:Iteration 27Q (6226.750000 sec): 3 clusters
  Score: Raw -281264.743116 + Penalty 2602.502504 = -278662.240612
  nChanged 29
		SP:Iteration 28Q (6226.760000 sec): 3 clusters
  Score: Raw -281278.612502 + Penalty 2602.502504 = -278676.109998
  nChanged 18
		SP:Iteration 29Q (6226.770000 sec): 3 clusters
  Score: Raw -281289.332306 + Penalty 2602.502504 = -278686.829802
  nChanged 22
		SP:Iteration 30Q (6226.780000 sec): 3 clusters
  Score: Raw -281303.930596 + Penalty 2602.502504 = -278701.428091
  nChanged 21
		SP:Iteration 31Q (6226.790000 sec): 3 clusters
  Score: Raw -281314.615834 + Penalty 2602.502504 = -278712.113330
  nChanged 22
		SP:Iteration 32Q (6226.790000 sec): 3 clusters
  Score: Raw -281326.523273 + Penalty 2602.502504 = -278724.020769
  nChanged 18
		SP:Iteration 33Q (6226.800000 sec): 3 clusters
  Score: Raw -281333.835230 + Penalty 2602.502504 = -278731.332726
  nChanged 13
		SP:Iteration 34Q (6226.810000 sec): 3 clusters
  Score: Raw -281338.467819 + Penalty 2602.502504 = -278735.965315
  nChanged 11
		SP:Iteration 35Q (6226.810000 sec): 3 clusters
  Score: Raw -281342.070473 + Penalty 2602.502504 = -278739.567968
  nChanged 6
		SP:Iteration 36Q (6226.820000 sec): 3 clusters
  Score: Raw -281344.245290 + Penalty 2602.502504 = -278741.742786
  nChanged 4
		SP:Iteration 37Q (6226.830000 sec): 3 clusters
  Score: Raw -281345.926749 + Penalty 2602.502504 = -278743.424245
  nChanged 2
		SP:Iteration 38Q (6226.840000 sec): 3 clusters
  Score: Raw -281347.311213 + Penalty 2602.502504 = -278744.808709
  nChanged 5
		SP:Iteration 39Q (6226.840000 sec): 3 clusters
  Score: Raw -281348.354175 + Penalty 2602.502504 = -278745.851671
  nChanged 4
		SP:Iteration 40F (6226.850000 sec): 3 clusters
  Score: Raw -281349.787604 + Penalty 2602.502504 = -278747.285099
  nChanged 4
		SP:Iteration 41Q (6226.860000 sec): 3 clusters
  Score: Raw -281350.561270 + Penalty 2602.502504 = -278748.058766
  nChanged 3
		SP:Iteration 42Q (6226.870000 sec): 3 clusters
  Score: Raw -281351.755308 + Penalty 2602.502504 = -278749.252804
  nChanged 6
		SP:Iteration 43Q (6226.870000 sec): 3 clusters
  Score: Raw -281353.975642 + Penalty 2602.502504 = -278751.473138
  nChanged 4
		SP:Iteration 44Q (6226.880000 sec): 3 clusters
  Score: Raw -281356.741145 + Penalty 2602.502504 = -278754.238641
  nChanged 6
		SP:Iteration 45Q (6226.890000 sec): 3 clusters
  Score: Raw -281359.614791 + Penalty 2602.502504 = -278757.112286
  nChanged 9
		SP:Iteration 46Q (6226.900000 sec): 3 clusters
  Score: Raw -281363.374005 + Penalty 2602.502504 = -278760.871501
  nChanged 7
		SP:Iteration 47Q (6226.910000 sec): 3 clusters
  Score: Raw -281366.667397 + Penalty 2602.502504 = -278764.164892
  nChanged 6
		SP:Iteration 48Q (6226.910000 sec): 3 clusters
  Score: Raw -281369.364473 + Penalty 2602.502504 = -278766.861969
  nChanged 3
		SP:Iteration 49Q (6226.920000 sec): 3 clusters
  Score: Raw -281371.433236 + Penalty 2602.502504 = -278768.930731
  nChanged 8
		SP:Iteration 50Q (6226.930000 sec): 3 clusters
  Score: Raw -281373.958713 + Penalty 2602.502504 = -278771.456209
  nChanged 7
		SP:Iteration 51Q (6226.930000 sec): 3 clusters
  Score: Raw -281376.635234 + Penalty 2602.502504 = -278774.132730
  nChanged 7
		SP:Iteration 52Q (6226.940000 sec): 3 clusters
  Score: Raw -281379.478016 + Penalty 2602.502504 = -278776.975512
  nChanged 3
		SP:Iteration 53Q (6226.950000 sec): 3 clusters
  Score: Raw -281381.433341 + Penalty 2602.502504 = -278778.930837
  nChanged 3
		SP:Iteration 54Q (6226.960000 sec): 3 clusters
  Score: Raw -281382.316024 + Penalty 2602.502504 = -278779.813520
  nChanged 3
		SP:Iteration 55Q (6226.960000 sec): 3 clusters
  Score: Raw -281383.216805 + Penalty 2602.502504 = -278780.714301
  nChanged 4
		SP:Iteration 56Q (6226.970000 sec): 3 clusters
  Score: Raw -281385.172811 + Penalty 2602.502504 = -278782.670307
  nChanged 5
		SP:Iteration 57Q (6226.980000 sec): 3 clusters
  Score: Raw -281387.207794 + Penalty 2602.502504 = -278784.705289
  nChanged 4
		SP:Iteration 58Q (6226.990000 sec): 3 clusters
  Score: Raw -281388.109608 + Penalty 2602.502504 = -278785.607103
  nChanged 4
		SP:Iteration 59Q (6226.990000 sec): 3 clusters
  Score: Raw -281389.149987 + Penalty 2602.502504 = -278786.647483
  nChanged 2
		SP:Iteration 60F (6227.000000 sec): 3 clusters
  Score: Raw -281389.503436 + Penalty 2602.502504 = -278787.000932
  nChanged 1
		SP:Iteration 61Q (6227.010000 sec): 3 clusters
  Score: Raw -281389.678428 + Penalty 2602.502504 = -278787.175924
  nChanged 1
		SP:Iteration 62Q (6227.020000 sec): 3 clusters
  Score: Raw -281389.812101 + Penalty 2602.502504 = -278787.309597
  nChanged 1
		SP:Iteration 63Q (6227.030000 sec): 3 clusters
  Score: Raw -281390.040276 + Penalty 2602.502504 = -278787.537772
  nChanged 0
		SP:Iteration 64F (6227.030000 sec): 3 clusters
  Score: Raw -281390.040276 + Penalty 2602.502504 = -278787.537772
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6227.130000 sec): 2 clusters
  Score: Raw -2388742.816555 + Penalty 1630.451946 = -2387112.364609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6227.190000 sec): 3 clusters
  Score: Raw -2374940.884516 + Penalty 3260.903892 = -2371679.980624
  nChanged 10238
		SP:Iteration 1F (6227.250000 sec): 3 clusters
  Score: Raw -2380572.057005 + Penalty 3260.903892 = -2377311.153113
  nChanged 998
		SP:Iteration 2Q (6227.310000 sec): 3 clusters
  Score: Raw -2380845.862725 + Penalty 3260.903892 = -2377584.958833
  nChanged 836
		SP:Iteration 3Q (6227.380000 sec): 3 clusters
  Score: Raw -2381079.887494 + Penalty 3260.903892 = -2377818.983603
  nChanged 770
		SP:Iteration 4Q (6227.440000 sec): 3 clusters
  Score: Raw -2381283.047731 + Penalty 3260.903892 = -2378022.143839
  nChanged 716
		SP:Iteration 5Q (6227.510000 sec): 3 clusters
  Score: Raw -2381479.388927 + Penalty 3260.903892 = -2378218.485035
  nChanged 687
		SP:Iteration 6Q (6227.570000 sec): 3 clusters
  Score: Raw -2381693.198925 + Penalty 3260.903892 = -2378432.295033
  nChanged 791
		SP:Iteration 7Q (6227.640000 sec): 3 clusters
  Score: Raw -2381973.832788 + Penalty 3260.903892 = -2378712.928896
  nChanged 869
		SP:Iteration 8Q (6227.700000 sec): 3 clusters
  Score: Raw -2382313.102046 + Penalty 3260.903892 = -2379052.198154
  nChanged 970
		SP:Iteration 9Q (6227.760000 sec): 3 clusters
  Score: Raw -2382770.946565 + Penalty 3260.903892 = -2379510.042673
  nChanged 1130
		SP:Iteration 10Q (6227.830000 sec): 3 clusters
  Score: Raw -2383408.774437 + Penalty 3260.903892 = -2380147.870545
  nChanged 1279
		SP:Iteration 11F (6227.890000 sec): 3 clusters
  Score: Raw -2384188.427464 + Penalty 3260.903892 = -2380927.523572
  nChanged 1251
		SP:Iteration 12F (6227.950000 sec): 3 clusters
  Score: Raw -2384986.782159 + Penalty 3260.903892 = -2381725.878267
  nChanged 1133
		SP:Iteration 13Q (6228.010000 sec): 3 clusters
  Score: Raw -2385760.976388 + Penalty 3260.903892 = -2382500.072496
  nChanged 1027
		SP:Iteration 14Q (6228.070000 sec): 3 clusters
  Score: Raw -2386548.305731 + Penalty 3260.903892 = -2383287.401839
  nChanged 873
		SP:Iteration 15Q (6228.140000 sec): 3 clusters
  Score: Raw -2387215.138008 + Penalty 3260.903892 = -2383954.234116
  nChanged 741
		SP:Iteration 16Q (6228.200000 sec): 3 clusters
  Score: Raw -2387736.292892 + Penalty 3260.903892 = -2384475.389001
  nChanged 554
		SP:Iteration 17Q (6228.250000 sec): 3 clusters
  Score: Raw -2388032.695626 + Penalty 3260.903892 = -2384771.791734
  nChanged 379
		SP:Iteration 18Q (6228.310000 sec): 3 clusters
  Score: Raw -2388211.798894 + Penalty 3260.903892 = -2384950.895002
  nChanged 297
		SP:Iteration 19Q (6228.370000 sec): 3 clusters
  Score: Raw -2388349.047769 + Penalty 3260.903892 = -2385088.143877
  nChanged 262
		SP:Iteration 20F (6228.430000 sec): 3 clusters
  Score: Raw -2388457.112098 + Penalty 3260.903892 = -2385196.208206
  nChanged 220
		SP:Iteration 21Q (6228.490000 sec): 3 clusters
  Score: Raw -2388540.449864 + Penalty 3260.903892 = -2385279.545972
  nChanged 198
		SP:Iteration 22Q (6228.540000 sec): 3 clusters
  Score: Raw -2388619.316206 + Penalty 3260.903892 = -2385358.412314
  nChanged 190
		SP:Iteration 23Q (6228.600000 sec): 3 clusters
  Score: Raw -2388679.844901 + Penalty 3260.903892 = -2385418.941010
  nChanged 165
		SP:Iteration 24Q (6228.650000 sec): 3 clusters
  Score: Raw -2388723.898331 + Penalty 3260.903892 = -2385462.994439
  nChanged 129
		SP:Iteration 25Q (6228.710000 sec): 3 clusters
  Score: Raw -2388756.659530 + Penalty 3260.903892 = -2385495.755638
  nChanged 123
		SP:Iteration 26Q (6228.770000 sec): 3 clusters
  Score: Raw -2388785.455115 + Penalty 3260.903892 = -2385524.551223
  nChanged 116
		SP:Iteration 27Q (6228.820000 sec): 3 clusters
  Score: Raw -2388812.147610 + Penalty 3260.903892 = -2385551.243718
  nChanged 126
		SP:Iteration 28Q (6228.870000 sec): 3 clusters
  Score: Raw -2388840.142660 + Penalty 3260.903892 = -2385579.238768
  nChanged 104
		SP:Iteration 29Q (6228.930000 sec): 3 clusters
  Score: Raw -2388862.640121 + Penalty 3260.903892 = -2385601.736229
  nChanged 105
		SP:Iteration 30Q (6228.980000 sec): 3 clusters
  Score: Raw -2388884.437893 + Penalty 3260.903892 = -2385623.534001
  nChanged 81
		SP:Iteration 31Q (6229.030000 sec): 3 clusters
  Score: Raw -2388898.941573 + Penalty 3260.903892 = -2385638.037681
  nChanged 70
		SP:Iteration 32Q (6229.080000 sec): 3 clusters
  Score: Raw -2388909.765018 + Penalty 3260.903892 = -2385648.861126
  nChanged 60
		SP:Iteration 33Q (6229.140000 sec): 3 clusters
  Score: Raw -2388919.616164 + Penalty 3260.903892 = -2385658.712272
  nChanged 56
		SP:Iteration 34Q (6229.190000 sec): 3 clusters
  Score: Raw -2388928.235681 + Penalty 3260.903892 = -2385667.331789
  nChanged 51
		SP:Iteration 35Q (6229.240000 sec): 3 clusters
  Score: Raw -2388934.908406 + Penalty 3260.903892 = -2385674.004514
  nChanged 54
		SP:Iteration 36Q (6229.290000 sec): 3 clusters
  Score: Raw -2388941.173944 + Penalty 3260.903892 = -2385680.270052
  nChanged 36
		SP:Iteration 37Q (6229.350000 sec): 3 clusters
  Score: Raw -2388945.577803 + Penalty 3260.903892 = -2385684.673911
  nChanged 34
		SP:Iteration 38Q (6229.400000 sec): 3 clusters
  Score: Raw -2388949.392264 + Penalty 3260.903892 = -2385688.488372
  nChanged 31
		SP:Iteration 39Q (6229.450000 sec): 3 clusters
  Score: Raw -2388954.430018 + Penalty 3260.903892 = -2385693.526126
  nChanged 43
		SP:Iteration 40F (6229.520000 sec): 3 clusters
  Score: Raw -2388960.626078 + Penalty 3260.903892 = -2385699.722186
  nChanged 38
		SP:Iteration 41Q (6229.570000 sec): 3 clusters
  Score: Raw -2388965.967011 + Penalty 3260.903892 = -2385705.063119
  nChanged 46
		SP:Iteration 42Q (6229.630000 sec): 3 clusters
  Score: Raw -2388972.214803 + Penalty 3260.903892 = -2385711.310911
  nChanged 34
		SP:Iteration 43Q (6229.680000 sec): 3 clusters
  Score: Raw -2388977.056653 + Penalty 3260.903892 = -2385716.152761
  nChanged 36
		SP:Iteration 44Q (6229.730000 sec): 3 clusters
  Score: Raw -2388981.318500 + Penalty 3260.903892 = -2385720.414608
  nChanged 45
		SP:Iteration 45Q (6229.790000 sec): 3 clusters
  Score: Raw -2388987.759884 + Penalty 3260.903892 = -2385726.855992
  nChanged 47
		SP:Iteration 46Q (6229.850000 sec): 3 clusters
  Score: Raw -2388993.927891 + Penalty 3260.903892 = -2385733.023999
  nChanged 36
		SP:Iteration 47Q (6229.900000 sec): 3 clusters
  Score: Raw -2388998.834741 + Penalty 3260.903892 = -2385737.930849
  nChanged 30
		SP:Iteration 48Q (6229.950000 sec): 3 clusters
  Score: Raw -2389002.675190 + Penalty 3260.903892 = -2385741.771298
  nChanged 30
		SP:Iteration 49Q (6230.010000 sec): 3 clusters
  Score: Raw -2389006.375578 + Penalty 3260.903892 = -2385745.471686
  nChanged 24
		SP:Iteration 50Q (6230.060000 sec): 3 clusters
  Score: Raw -2389008.707811 + Penalty 3260.903892 = -2385747.803919
  nChanged 15
		SP:Iteration 51Q (6230.110000 sec): 3 clusters
  Score: Raw -2389010.215813 + Penalty 3260.903892 = -2385749.311921
  nChanged 17
		SP:Iteration 52Q (6230.160000 sec): 3 clusters
  Score: Raw -2389011.530358 + Penalty 3260.903892 = -2385750.626466
  nChanged 15
		SP:Iteration 53Q (6230.210000 sec): 3 clusters
  Score: Raw -2389013.313954 + Penalty 3260.903892 = -2385752.410062
  nChanged 19
		SP:Iteration 54Q (6230.260000 sec): 3 clusters
  Score: Raw -2389015.510504 + Penalty 3260.903892 = -2385754.606612
  nChanged 18
		SP:Iteration 55Q (6230.310000 sec): 3 clusters
  Score: Raw -2389017.689683 + Penalty 3260.903892 = -2385756.785791
  nChanged 16
		SP:Iteration 56Q (6230.360000 sec): 3 clusters
  Score: Raw -2389019.166902 + Penalty 3260.903892 = -2385758.263010
  nChanged 15
		SP:Iteration 57Q (6230.410000 sec): 3 clusters
  Score: Raw -2389020.466453 + Penalty 3260.903892 = -2385759.562561
  nChanged 14
		SP:Iteration 58Q (6230.460000 sec): 3 clusters
  Score: Raw -2389021.825114 + Penalty 3260.903892 = -2385760.921222
  nChanged 17
		SP:Iteration 59Q (6230.510000 sec): 3 clusters
  Score: Raw -2389023.733001 + Penalty 3260.903892 = -2385762.829109
  nChanged 18
		SP:Iteration 60F (6230.570000 sec): 3 clusters
  Score: Raw -2389026.123600 + Penalty 3260.903892 = -2385765.219708
  nChanged 15
		SP:Iteration 61Q (6230.630000 sec): 3 clusters
  Score: Raw -2389027.423281 + Penalty 3260.903892 = -2385766.519389
  nChanged 13
		SP:Iteration 62Q (6230.680000 sec): 3 clusters
  Score: Raw -2389029.086665 + Penalty 3260.903892 = -2385768.182773
  nChanged 23
		SP:Iteration 63Q (6230.730000 sec): 3 clusters
  Score: Raw -2389031.249637 + Penalty 3260.903892 = -2385770.345745
  nChanged 14
		SP:Iteration 64Q (6230.790000 sec): 3 clusters
  Score: Raw -2389032.793537 + Penalty 3260.903892 = -2385771.889645
  nChanged 20
		SP:Iteration 65Q (6230.840000 sec): 3 clusters
  Score: Raw -2389035.273539 + Penalty 3260.903892 = -2385774.369647
  nChanged 17
		SP:Iteration 66Q (6230.890000 sec): 3 clusters
  Score: Raw -2389036.859302 + Penalty 3260.903892 = -2385775.955410
  nChanged 14
		SP:Iteration 67Q (6230.940000 sec): 3 clusters
  Score: Raw -2389037.932637 + Penalty 3260.903892 = -2385777.028745
  nChanged 12
		SP:Iteration 68Q (6230.990000 sec): 3 clusters
  Score: Raw -2389038.895912 + Penalty 3260.903892 = -2385777.992020
  nChanged 17
		SP:Iteration 69Q (6231.040000 sec): 3 clusters
  Score: Raw -2389040.225491 + Penalty 3260.903892 = -2385779.321599
  nChanged 13
		SP:Iteration 70Q (6231.090000 sec): 3 clusters
  Score: Raw -2389041.341926 + Penalty 3260.903892 = -2385780.438034
  nChanged 9
		SP:Iteration 71Q (6231.150000 sec): 3 clusters
  Score: Raw -2389041.946939 + Penalty 3260.903892 = -2385781.043047
  nChanged 8
		SP:Iteration 72Q (6231.200000 sec): 3 clusters
  Score: Raw -2389042.352667 + Penalty 3260.903892 = -2385781.448775
  nChanged 9
		SP:Iteration 73Q (6231.250000 sec): 3 clusters
  Score: Raw -2389043.033870 + Penalty 3260.903892 = -2385782.129978
  nChanged 8
		SP:Iteration 74Q (6231.300000 sec): 3 clusters
  Score: Raw -2389043.821697 + Penalty 3260.903892 = -2385782.917805
  nChanged 8
		SP:Iteration 75Q (6231.350000 sec): 3 clusters
  Score: Raw -2389044.251186 + Penalty 3260.903892 = -2385783.347294
  nChanged 7
		SP:Iteration 76Q (6231.400000 sec): 3 clusters
  Score: Raw -2389044.795770 + Penalty 3260.903892 = -2385783.891878
  nChanged 6
		SP:Iteration 77Q (6231.450000 sec): 3 clusters
  Score: Raw -2389045.236466 + Penalty 3260.903892 = -2385784.332574
  nChanged 6
		SP:Iteration 78Q (6231.500000 sec): 3 clusters
  Score: Raw -2389045.873469 + Penalty 3260.903892 = -2385784.969577
  nChanged 9
		SP:Iteration 79Q (6231.550000 sec): 3 clusters
  Score: Raw -2389046.952043 + Penalty 3260.903892 = -2385786.048151
  nChanged 10
		SP:Iteration 80F (6231.610000 sec): 3 clusters
  Score: Raw -2389047.662051 + Penalty 3260.903892 = -2385786.758159
  nChanged 6
		SP:Iteration 81Q (6231.660000 sec): 3 clusters
  Score: Raw -2389048.246458 + Penalty 3260.903892 = -2385787.342566
  nChanged 7
		SP:Iteration 82Q (6231.710000 sec): 3 clusters
  Score: Raw -2389048.868244 + Penalty 3260.903892 = -2385787.964352
  nChanged 8
		SP:Iteration 83Q (6231.760000 sec): 3 clusters
  Score: Raw -2389049.530787 + Penalty 3260.903892 = -2385788.626895
  nChanged 4
		SP:Iteration 84Q (6231.810000 sec): 3 clusters
  Score: Raw -2389049.939822 + Penalty 3260.903892 = -2385789.035930
  nChanged 6
		SP:Iteration 85Q (6231.860000 sec): 3 clusters
  Score: Raw -2389050.568688 + Penalty 3260.903892 = -2385789.664796
  nChanged 7
		SP:Iteration 86Q (6231.910000 sec): 3 clusters
  Score: Raw -2389051.126309 + Penalty 3260.903892 = -2385790.222417
  nChanged 4
		SP:Iteration 87Q (6231.960000 sec): 3 clusters
  Score: Raw -2389051.419555 + Penalty 3260.903892 = -2385790.515663
  nChanged 4
		SP:Iteration 88Q (6232.010000 sec): 3 clusters
  Score: Raw -2389051.795116 + Penalty 3260.903892 = -2385790.891224
  nChanged 5
		SP:Iteration 89Q (6232.070000 sec): 3 clusters
  Score: Raw -2389052.257047 + Penalty 3260.903892 = -2385791.353155
  nChanged 9
		SP:Iteration 90Q (6232.120000 sec): 3 clusters
  Score: Raw -2389053.372091 + Penalty 3260.903892 = -2385792.468199
  nChanged 11
		SP:Iteration 91Q (6232.170000 sec): 3 clusters
  Score: Raw -2389054.707726 + Penalty 3260.903892 = -2385793.803834
  nChanged 10
		SP:Iteration 92Q (6232.220000 sec): 3 clusters
  Score: Raw -2389055.799330 + Penalty 3260.903892 = -2385794.895438
  nChanged 11
		SP:Iteration 93Q (6232.270000 sec): 3 clusters
  Score: Raw -2389056.869973 + Penalty 3260.903892 = -2385795.966081
  nChanged 8
		SP:Iteration 94Q (6232.320000 sec): 3 clusters
  Score: Raw -2389057.311177 + Penalty 3260.903892 = -2385796.407285
  nChanged 6
		SP:Iteration 95Q (6232.370000 sec): 3 clusters
  Score: Raw -2389057.823078 + Penalty 3260.903892 = -2385796.919186
  nChanged 7
		SP:Iteration 96Q (6232.420000 sec): 3 clusters
  Score: Raw -2389058.700616 + Penalty 3260.903892 = -2385797.796724
  nChanged 12
		SP:Iteration 97Q (6232.470000 sec): 3 clusters
  Score: Raw -2389059.659371 + Penalty 3260.903892 = -2385798.755479
  nChanged 6
		SP:Iteration 98Q (6232.530000 sec): 3 clusters
  Score: Raw -2389060.117985 + Penalty 3260.903892 = -2385799.214093
  nChanged 3
		SP:Iteration 99Q (6232.570000 sec): 3 clusters
  Score: Raw -2389060.353213 + Penalty 3260.903892 = -2385799.449321
  nChanged 4
		SP:Iteration 100F (6232.640000 sec): 3 clusters
  Score: Raw -2389060.506098 + Penalty 3260.903892 = -2385799.602206
  nChanged 1
		SP:Iteration 101Q (6232.690000 sec): 3 clusters
  Score: Raw -2389060.561221 + Penalty 3260.903892 = -2385799.657329
  nChanged 1
		SP:Iteration 102Q (6232.740000 sec): 3 clusters
  Score: Raw -2389060.588314 + Penalty 3260.903892 = -2385799.684423
  nChanged 0
		SP:Iteration 103F (6232.800000 sec): 3 clusters
  Score: Raw -2389060.588314 + Penalty 3260.903892 = -2385799.684423
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -152591.645765 + Penalty 1201.405253 = -151390.240512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -151943.316562 + Penalty 2402.810506 = -149540.506056
  nChanged 563
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -152375.864338 + Penalty 2402.810506 = -149973.053833
  nChanged 142
		SP:Iteration 2F (6232.840000 sec): 3 clusters
  Score: Raw -152507.823628 + Penalty 2402.810506 = -150105.013122
  nChanged 94
		SP:Iteration 3F (6232.840000 sec): 3 clusters
  Score: Raw -152593.744092 + Penalty 2402.810506 = -150190.933586
  nChanged 56
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -152644.865482 + Penalty 2402.810506 = -150242.054976
  nChanged 36
		SP:Iteration 5Q (6232.850000 sec): 3 clusters
  Score: Raw -152669.537789 + Penalty 2402.810506 = -150266.727283
  nChanged 23
		SP:Iteration 6Q (6232.850000 sec): 3 clusters
  Score: Raw -152691.664297 + Penalty 2402.810506 = -150288.853791
  nChanged 27
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -152712.979461 + Penalty 2402.810506 = -150310.168955
  nChanged 24
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -152727.842843 + Penalty 2402.810506 = -150325.032337
  nChanged 19
		SP:Iteration 9Q (6232.870000 sec): 3 clusters
  Score: Raw -152738.977253 + Penalty 2402.810506 = -150336.166748
  nChanged 20
		SP:Iteration 10Q (6232.870000 sec): 3 clusters
  Score: Raw -152754.929143 + Penalty 2402.810506 = -150352.118637
  nChanged 14
		SP:Iteration 11Q (6232.870000 sec): 3 clusters
  Score: Raw -152767.444431 + Penalty 2402.810506 = -150364.633926
  nChanged 19
		SP:Iteration 12Q (6232.880000 sec): 3 clusters
  Score: Raw -152783.172594 + Penalty 2402.810506 = -150380.362088
  nChanged 19
		SP:Iteration 13Q (6232.880000 sec): 3 clusters
  Score: Raw -152794.274643 + Penalty 2402.810506 = -150391.464137
  nChanged 12
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -152801.370346 + Penalty 2402.810506 = -150398.559840
  nChanged 8
		SP:Iteration 15Q (6232.890000 sec): 3 clusters
  Score: Raw -152807.175555 + Penalty 2402.810506 = -150404.365049
  nChanged 6
		SP:Iteration 16Q (6232.890000 sec): 3 clusters
  Score: Raw -152811.821944 + Penalty 2402.810506 = -150409.011438
  nChanged 7
		SP:Iteration 17Q (6232.900000 sec): 3 clusters
  Score: Raw -152815.932157 + Penalty 2402.810506 = -150413.121651
  nChanged 7
		SP:Iteration 18Q (6232.900000 sec): 3 clusters
  Score: Raw -152819.430167 + Penalty 2402.810506 = -150416.619661
  nChanged 4
		SP:Iteration 19Q (6232.910000 sec): 3 clusters
  Score: Raw -152821.129854 + Penalty 2402.810506 = -150418.319348
  nChanged 5
		SP:Iteration 20F (6232.910000 sec): 3 clusters
  Score: Raw -152825.710948 + Penalty 2402.810506 = -150422.900442
  nChanged 8
		SP:Iteration 21Q (6232.910000 sec): 3 clusters
  Score: Raw -152831.084626 + Penalty 2402.810506 = -150428.274121
  nChanged 14
		SP:Iteration 22Q (6232.920000 sec): 3 clusters
  Score: Raw -152844.174246 + Penalty 2402.810506 = -150441.363740
  nChanged 21
		SP:Iteration 23Q (6232.920000 sec): 3 clusters
  Score: Raw -152859.879001 + Penalty 2402.810506 = -150457.068495
  nChanged 17
		SP:Iteration 24Q (6232.930000 sec): 3 clusters
  Score: Raw -152874.506329 + Penalty 2402.810506 = -150471.695823
  nChanged 22
		SP:Iteration 25Q (6232.930000 sec): 3 clusters
  Score: Raw -152889.636411 + Penalty 2402.810506 = -150486.825905
  nChanged 13
		SP:Iteration 26Q (6232.930000 sec): 3 clusters
  Score: Raw -152905.320331 + Penalty 2402.810506 = -150502.509825
  nChanged 17
		SP:Iteration 27Q (6232.930000 sec): 3 clusters
  Score: Raw -152917.571000 + Penalty 2402.810506 = -150514.760494
  nChanged 11
		SP:Iteration 28Q (6232.940000 sec): 3 clusters
  Score: Raw -152924.946474 + Penalty 2402.810506 = -150522.135969
  nChanged 11
		SP:Iteration 29Q (6232.940000 sec): 3 clusters
  Score: Raw -152934.133895 + Penalty 2402.810506 = -150531.323389
  nChanged 11
		SP:Iteration 30Q (6232.950000 sec): 3 clusters
  Score: Raw -152939.241153 + Penalty 2402.810506 = -150536.430647
  nChanged 6
		SP:Iteration 31Q (6232.950000 sec): 3 clusters
  Score: Raw -152942.257339 + Penalty 2402.810506 = -150539.446833
  nChanged 6
		SP:Iteration 32Q (6232.950000 sec): 3 clusters
  Score: Raw -152949.324901 + Penalty 2402.810506 = -150546.514395
  nChanged 8
		SP:Iteration 33Q (6232.960000 sec): 3 clusters
  Score: Raw -152953.457903 + Penalty 2402.810506 = -150550.647397
  nChanged 13
		SP:Iteration 34Q (6232.960000 sec): 3 clusters
  Score: Raw -152962.568163 + Penalty 2402.810506 = -150559.757657
  nChanged 12
		SP:Iteration 35Q (6232.970000 sec): 3 clusters
  Score: Raw -152972.399246 + Penalty 2402.810506 = -150569.588740
  nChanged 14
		SP:Iteration 36Q (6232.980000 sec): 3 clusters
  Score: Raw -152981.293503 + Penalty 2402.810506 = -150578.482997
  nChanged 16
		SP:Iteration 37Q (6232.980000 sec): 3 clusters
  Score: Raw -152992.231224 + Penalty 2402.810506 = -150589.420718
  nChanged 18
		SP:Iteration 38Q (6232.980000 sec): 3 clusters
  Score: Raw -153005.976569 + Penalty 2402.810506 = -150603.166063
  nChanged 24
		SP:Iteration 39Q (6232.990000 sec): 3 clusters
  Score: Raw -153023.428859 + Penalty 2402.810506 = -150620.618353
  nChanged 17
		SP:Iteration 40F (6232.990000 sec): 3 clusters
  Score: Raw -153035.277573 + Penalty 2402.810506 = -150632.467067
  nChanged 14
		SP:Iteration 41Q (6233.000000 sec): 3 clusters
  Score: Raw -153047.250966 + Penalty 2402.810506 = -150644.440460
  nChanged 16
		SP:Iteration 42Q (6233.000000 sec): 3 clusters
  Score: Raw -153058.017450 + Penalty 2402.810506 = -150655.206944
  nChanged 13
		SP:Iteration 43Q (6233.000000 sec): 3 clusters
  Score: Raw -153068.223510 + Penalty 2402.810506 = -150665.413004
  nChanged 11
		SP:Iteration 44Q (6233.000000 sec): 3 clusters
  Score: Raw -153078.241636 + Penalty 2402.810506 = -150675.431131
  nChanged 16
		SP:Iteration 45Q (6233.010000 sec): 3 clusters
  Score: Raw -153087.408553 + Penalty 2402.810506 = -150684.598047
  nChanged 14
		SP:Iteration 46Q (6233.010000 sec): 3 clusters
  Score: Raw -153102.748928 + Penalty 2402.810506 = -150699.938422
  nChanged 12
		SP:Iteration 47Q (6233.020000 sec): 3 clusters
  Score: Raw -153119.545386 + Penalty 2402.810506 = -150716.734880
  nChanged 17
		SP:Iteration 48Q (6233.020000 sec): 3 clusters
  Score: Raw -153133.196590 + Penalty 2402.810506 = -150730.386085
  nChanged 15
		SP:Iteration 49Q (6233.020000 sec): 3 clusters
  Score: Raw -153146.143408 + Penalty 2402.810506 = -150743.332902
  nChanged 16
		SP:Iteration 50Q (6233.030000 sec): 3 clusters
  Score: Raw -153160.055940 + Penalty 2402.810506 = -150757.245434
  nChanged 9
		SP:Iteration 51Q (6233.030000 sec): 3 clusters
  Score: Raw -153174.780739 + Penalty 2402.810506 = -150771.970233
  nChanged 13
		SP:Iteration 52Q (6233.040000 sec): 3 clusters
  Score: Raw -153192.449969 + Penalty 2402.810506 = -150789.639463
  nChanged 15
		SP:Iteration 53Q (6233.040000 sec): 3 clusters
  Score: Raw -153204.282440 + Penalty 2402.810506 = -150801.471934
  nChanged 12
		SP:Iteration 54Q (6233.040000 sec): 3 clusters
  Score: Raw -153212.871133 + Penalty 2402.810506 = -150810.060627
  nChanged 16
		SP:Iteration 55Q (6233.040000 sec): 3 clusters
  Score: Raw -153226.577086 + Penalty 2402.810506 = -150823.766580
  nChanged 13
		SP:Iteration 56Q (6233.050000 sec): 3 clusters
  Score: Raw -153239.865071 + Penalty 2402.810506 = -150837.054566
  nChanged 17
		SP:Iteration 57Q (6233.050000 sec): 3 clusters
  Score: Raw -153262.101431 + Penalty 2402.810506 = -150859.290925
  nChanged 18
		SP:Iteration 58Q (6233.060000 sec): 3 clusters
  Score: Raw -153290.386986 + Penalty 2402.810506 = -150887.576480
  nChanged 19
		SP:Iteration 59Q (6233.060000 sec): 3 clusters
  Score: Raw -153321.427843 + Penalty 2402.810506 = -150918.617337
  nChanged 19
		SP:Iteration 60F (6233.060000 sec): 3 clusters
  Score: Raw -153373.781855 + Penalty 2402.810506 = -150970.971349
  nChanged 21
		SP:Iteration 61Q (6233.070000 sec): 3 clusters
  Score: Raw -153426.432969 + Penalty 2402.810506 = -151023.622463
  nChanged 28
		SP:Iteration 62Q (6233.070000 sec): 3 clusters
  Score: Raw -153474.279875 + Penalty 2402.810506 = -151071.469370
  nChanged 23
		SP:Iteration 63Q (6233.070000 sec): 3 clusters
  Score: Raw -153489.400804 + Penalty 2402.810506 = -151086.590298
  nChanged 15
		SP:Iteration 64Q (6233.080000 sec): 3 clusters
  Score: Raw -153501.748310 + Penalty 2402.810506 = -151098.937805
  nChanged 5
		SP:Iteration 65Q (6233.080000 sec): 3 clusters
  Score: Raw -153504.480181 + Penalty 2402.810506 = -151101.669675
  nChanged 2
		SP:Iteration 66Q (6233.080000 sec): 3 clusters
  Score: Raw -153505.447364 + Penalty 2402.810506 = -151102.636858
  nChanged 2
		SP:Iteration 67Q (6233.090000 sec): 3 clusters
  Score: Raw -153507.060722 + Penalty 2402.810506 = -151104.250216
  nChanged 1
		SP:Iteration 68Q (6233.090000 sec): 3 clusters
  Score: Raw -153507.602573 + Penalty 2402.810506 = -151104.792067
  nChanged 1
		SP:Iteration 69Q (6233.090000 sec): 3 clusters
  Score: Raw -153508.384157 + Penalty 2402.810506 = -151105.573651
  nChanged 0
		SP:Iteration 70F (6233.100000 sec): 3 clusters
  Score: Raw -153508.384157 + Penalty 2402.810506 = -151105.573651
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (3156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6233.100000 sec): 2 clusters
  Score: Raw -279974.089146 + Penalty 1309.272361 = -278664.816785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6233.120000 sec): 3 clusters
  Score: Raw -278487.955354 + Penalty 2618.544722 = -275869.410632
  nChanged 1224
		SP:Iteration 1F (6233.120000 sec): 3 clusters
  Score: Raw -279588.061707 + Penalty 2618.544722 = -276969.516986
  nChanged 357
		SP:Iteration 2F (6233.130000 sec): 3 clusters
  Score: Raw -279963.692944 + Penalty 2618.544722 = -277345.148222
  nChanged 271
		SP:Iteration 3F (6233.140000 sec): 3 clusters
  Score: Raw -280261.454541 + Penalty 2618.544722 = -277642.909820
  nChanged 216
		SP:Iteration 4F (6233.150000 sec): 3 clusters
  Score: Raw -280484.516542 + Penalty 2618.544722 = -277865.971820
  nChanged 168
		SP:Iteration 5F (6233.160000 sec): 3 clusters
  Score: Raw -280618.469639 + Penalty 2618.544722 = -277999.924917
  nChanged 115
		SP:Iteration 6Q (6233.160000 sec): 3 clusters
  Score: Raw -280704.203806 + Penalty 2618.544722 = -278085.659084
  nChanged 75
		SP:Iteration 7Q (6233.170000 sec): 3 clusters
  Score: Raw -280747.838168 + Penalty 2618.544722 = -278129.293447
  nChanged 55
		SP:Iteration 8Q (6233.180000 sec): 3 clusters
  Score: Raw -280777.894726 + Penalty 2618.544722 = -278159.350005
  nChanged 39
		SP:Iteration 9Q (6233.180000 sec): 3 clusters
  Score: Raw -280802.136186 + Penalty 2618.544722 = -278183.591465
  nChanged 38
		SP:Iteration 10Q (6233.190000 sec): 3 clusters
  Score: Raw -280827.124012 + Penalty 2618.544722 = -278208.579291
  nChanged 37
		SP:Iteration 11Q (6233.200000 sec): 3 clusters
  Score: Raw -280849.235732 + Penalty 2618.544722 = -278230.691011
  nChanged 27
		SP:Iteration 12Q (6233.210000 sec): 3 clusters
  Score: Raw -280862.080886 + Penalty 2618.544722 = -278243.536164
  nChanged 19
		SP:Iteration 13Q (6233.220000 sec): 3 clusters
  Score: Raw -280870.380560 + Penalty 2618.544722 = -278251.835838
  nChanged 14
		SP:Iteration 14Q (6233.220000 sec): 3 clusters
  Score: Raw -280876.828736 + Penalty 2618.544722 = -278258.284014
  nChanged 16
		SP:Iteration 15Q (6233.230000 sec): 3 clusters
  Score: Raw -280885.484348 + Penalty 2618.544722 = -278266.939626
  nChanged 12
		SP:Iteration 16Q (6233.240000 sec): 3 clusters
  Score: Raw -280890.170988 + Penalty 2618.544722 = -278271.626267
  nChanged 5
		SP:Iteration 17Q (6233.250000 sec): 3 clusters
  Score: Raw -280891.968976 + Penalty 2618.544722 = -278273.424254
  nChanged 6
		SP:Iteration 18Q (6233.250000 sec): 3 clusters
  Score: Raw -280894.855730 + Penalty 2618.544722 = -278276.311009
  nChanged 2
		SP:Iteration 19Q (6233.260000 sec): 3 clusters
  Score: Raw -280895.467387 + Penalty 2618.544722 = -278276.922665
  nChanged 2
		SP:Iteration 20F (6233.270000 sec): 3 clusters
  Score: Raw -280896.020399 + Penalty 2618.544722 = -278277.475677
  nChanged 2
		SP:Iteration 21Q (6233.280000 sec): 3 clusters
  Score: Raw -280896.713710 + Penalty 2618.544722 = -278278.168989
  nChanged 2
		SP:Iteration 22Q (6233.280000 sec): 3 clusters
  Score: Raw -280897.996572 + Penalty 2618.544722 = -278279.451850
  nChanged 1
		SP:Iteration 23Q (6233.290000 sec): 3 clusters
  Score: Raw -280898.492218 + Penalty 2618.544722 = -278279.947496
  nChanged 2
		SP:Iteration 24Q (6233.300000 sec): 3 clusters
  Score: Raw -280899.627088 + Penalty 2618.544722 = -278281.082367
  nChanged 1
		SP:Iteration 25Q (6233.310000 sec): 3 clusters
  Score: Raw -280900.224530 + Penalty 2618.544722 = -278281.679809
  nChanged 1
		SP:Iteration 26Q (6233.320000 sec): 3 clusters
  Score: Raw -280900.453150 + Penalty 2618.544722 = -278281.908429
  nChanged 0
		SP:Iteration 27F (6233.320000 sec): 3 clusters
  Score: Raw -280900.453150 + Penalty 2618.544722 = -278281.908429
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6233.350000 sec): 2 clusters
  Score: Raw -438592.290167 + Penalty 1367.103265 = -437225.186901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6233.360000 sec): 3 clusters
  Score: Raw -436323.646813 + Penalty 2734.206530 = -433589.440283
  nChanged 1763
		SP:Iteration 1F (6233.380000 sec): 3 clusters
  Score: Raw -437267.813448 + Penalty 2734.206530 = -434533.606918
  nChanged 305
		SP:Iteration 2F (6233.390000 sec): 3 clusters
  Score: Raw -437443.910735 + Penalty 2734.206530 = -434709.704205
  nChanged 232
		SP:Iteration 3F (6233.400000 sec): 3 clusters
  Score: Raw -437571.225777 + Penalty 2734.206530 = -434837.019247
  nChanged 200
		SP:Iteration 4Q (6233.410000 sec): 3 clusters
  Score: Raw -437677.165457 + Penalty 2734.206530 = -434942.958927
  nChanged 165
		SP:Iteration 5Q (6233.420000 sec): 3 clusters
  Score: Raw -437749.699452 + Penalty 2734.206530 = -435015.492922
  nChanged 136
		SP:Iteration 6Q (6233.440000 sec): 3 clusters
  Score: Raw -437806.612724 + Penalty 2734.206530 = -435072.406194
  nChanged 99
		SP:Iteration 7Q (6233.450000 sec): 3 clusters
  Score: Raw -437847.580025 + Penalty 2734.206530 = -435113.373495
  nChanged 96
		SP:Iteration 8Q (6233.460000 sec): 3 clusters
  Score: Raw -437887.111494 + Penalty 2734.206530 = -435152.904964
  nChanged 88
		SP:Iteration 9Q (6233.470000 sec): 3 clusters
  Score: Raw -437919.876998 + Penalty 2734.206530 = -435185.670468
  nChanged 65
		SP:Iteration 10Q (6233.480000 sec): 3 clusters
  Score: Raw -437941.884041 + Penalty 2734.206530 = -435207.677511
  nChanged 68
		SP:Iteration 11Q (6233.500000 sec): 3 clusters
  Score: Raw -437963.424739 + Penalty 2734.206530 = -435229.218209
  nChanged 76
		SP:Iteration 12Q (6233.510000 sec): 3 clusters
  Score: Raw -437990.567851 + Penalty 2734.206530 = -435256.361320
  nChanged 73
		SP:Iteration 13Q (6233.520000 sec): 3 clusters
  Score: Raw -438015.325151 + Penalty 2734.206530 = -435281.118621
  nChanged 87
		SP:Iteration 14Q (6233.530000 sec): 3 clusters
  Score: Raw -438051.566584 + Penalty 2734.206530 = -435317.360054
  nChanged 97
		SP:Iteration 15Q (6233.540000 sec): 3 clusters
  Score: Raw -438092.402380 + Penalty 2734.206530 = -435358.195850
  nChanged 107
		SP:Iteration 16Q (6233.550000 sec): 3 clusters
  Score: Raw -438139.340143 + Penalty 2734.206530 = -435405.133612
  nChanged 109
		SP:Iteration 17Q (6233.560000 sec): 3 clusters
  Score: Raw -438193.512694 + Penalty 2734.206530 = -435459.306163
  nChanged 112
		SP:Iteration 18Q (6233.570000 sec): 3 clusters
  Score: Raw -438241.696781 + Penalty 2734.206530 = -435507.490251
  nChanged 103
		SP:Iteration 19Q (6233.580000 sec): 3 clusters
  Score: Raw -438291.207525 + Penalty 2734.206530 = -435557.000995
  nChanged 98
		SP:Iteration 20F (6233.600000 sec): 3 clusters
  Score: Raw -438341.954505 + Penalty 2734.206530 = -435607.747974
  nChanged 102
		SP:Iteration 21Q (6233.610000 sec): 3 clusters
  Score: Raw -438389.398469 + Penalty 2734.206530 = -435655.191938
  nChanged 97
		SP:Iteration 22Q (6233.620000 sec): 3 clusters
  Score: Raw -438434.970816 + Penalty 2734.206530 = -435700.764286
  nChanged 106
		SP:Iteration 23Q (6233.630000 sec): 3 clusters
  Score: Raw -438489.393583 + Penalty 2734.206530 = -435755.187053
  nChanged 105
		SP:Iteration 24Q (6233.640000 sec): 3 clusters
  Score: Raw -438545.483490 + Penalty 2734.206530 = -435811.276960
  nChanged 105
		SP:Iteration 25Q (6233.650000 sec): 3 clusters
  Score: Raw -438607.481217 + Penalty 2734.206530 = -435873.274687
  nChanged 94
		SP:Iteration 26Q (6233.660000 sec): 3 clusters
  Score: Raw -438666.726538 + Penalty 2734.206530 = -435932.520008
  nChanged 90
		SP:Iteration 27Q (6233.670000 sec): 3 clusters
  Score: Raw -438724.008780 + Penalty 2734.206530 = -435989.802249
  nChanged 70
		SP:Iteration 28Q (6233.680000 sec): 3 clusters
  Score: Raw -438765.855759 + Penalty 2734.206530 = -436031.649229
  nChanged 53
		SP:Iteration 29Q (6233.700000 sec): 3 clusters
  Score: Raw -438795.190773 + Penalty 2734.206530 = -436060.984243
  nChanged 45
		SP:Iteration 30Q (6233.700000 sec): 3 clusters
  Score: Raw -438819.100369 + Penalty 2734.206530 = -436084.893839
  nChanged 37
		SP:Iteration 31Q (6233.720000 sec): 3 clusters
  Score: Raw -438838.644249 + Penalty 2734.206530 = -436104.437719
  nChanged 25
		SP:Iteration 32Q (6233.730000 sec): 3 clusters
  Score: Raw -438849.689921 + Penalty 2734.206530 = -436115.483391
  nChanged 25
		SP:Iteration 33Q (6233.740000 sec): 3 clusters
  Score: Raw -438863.980180 + Penalty 2734.206530 = -436129.773650
  nChanged 19
		SP:Iteration 34Q (6233.750000 sec): 3 clusters
  Score: Raw -438875.624661 + Penalty 2734.206530 = -436141.418131
  nChanged 19
		SP:Iteration 35Q (6233.760000 sec): 3 clusters
  Score: Raw -438886.873248 + Penalty 2734.206530 = -436152.666718
  nChanged 17
		SP:Iteration 36Q (6233.770000 sec): 3 clusters
  Score: Raw -438895.235616 + Penalty 2734.206530 = -436161.029086
  nChanged 6
		SP:Iteration 37Q (6233.780000 sec): 3 clusters
  Score: Raw -438899.107990 + Penalty 2734.206530 = -436164.901460
  nChanged 8
		SP:Iteration 38Q (6233.790000 sec): 3 clusters
  Score: Raw -438903.596091 + Penalty 2734.206530 = -436169.389561
  nChanged 11
		SP:Iteration 39Q (6233.800000 sec): 3 clusters
  Score: Raw -438908.907195 + Penalty 2734.206530 = -436174.700665
  nChanged 6
		SP:Iteration 40F (6233.810000 sec): 3 clusters
  Score: Raw -438912.821644 + Penalty 2734.206530 = -436178.615114
  nChanged 7
		SP:Iteration 41Q (6233.820000 sec): 3 clusters
  Score: Raw -438917.132241 + Penalty 2734.206530 = -436182.925711
  nChanged 9
		SP:Iteration 42Q (6233.830000 sec): 3 clusters
  Score: Raw -438923.942995 + Penalty 2734.206530 = -436189.736465
  nChanged 15
		SP:Iteration 43Q (6233.840000 sec): 3 clusters
  Score: Raw -438933.730873 + Penalty 2734.206530 = -436199.524343
  nChanged 10
		SP:Iteration 44Q (6233.860000 sec): 3 clusters
  Score: Raw -438943.600789 + Penalty 2734.206530 = -436209.394258
  nChanged 7
		SP:Iteration 45Q (6233.860000 sec): 3 clusters
  Score: Raw -438947.689769 + Penalty 2734.206530 = -436213.483239
  nChanged 3
		SP:Iteration 46Q (6233.880000 sec): 3 clusters
  Score: Raw -438948.715464 + Penalty 2734.206530 = -436214.508933
  nChanged 3
		SP:Iteration 47Q (6233.880000 sec): 3 clusters
  Score: Raw -438949.954478 + Penalty 2734.206530 = -436215.747948
  nChanged 3
		SP:Iteration 48Q (6233.900000 sec): 3 clusters
  Score: Raw -438951.477224 + Penalty 2734.206530 = -436217.270694
  nChanged 2
		SP:Iteration 49Q (6233.900000 sec): 3 clusters
  Score: Raw -438951.933221 + Penalty 2734.206530 = -436217.726691
  nChanged 1
		SP:Iteration 50Q (6233.920000 sec): 3 clusters
  Score: Raw -438952.790682 + Penalty 2734.206530 = -436218.584152
  nChanged 4
		SP:Iteration 51Q (6233.920000 sec): 3 clusters
  Score: Raw -438954.531691 + Penalty 2734.206530 = -436220.325161
  nChanged 1
		SP:Iteration 52Q (6233.940000 sec): 3 clusters
  Score: Raw -438957.263043 + Penalty 2734.206530 = -436223.056513
  nChanged 2
		SP:Iteration 53Q (6233.940000 sec): 3 clusters
  Score: Raw -438959.219828 + Penalty 2734.206530 = -436225.013298
  nChanged 3
		SP:Iteration 54Q (6233.960000 sec): 3 clusters
  Score: Raw -438960.437962 + Penalty 2734.206530 = -436226.231432
  nChanged 0
		SP:Iteration 55F (6233.970000 sec): 3 clusters
  Score: Raw -438960.437962 + Penalty 2734.206530 = -436226.231432
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6234.010000 sec): 2 clusters
  Score: Raw -1334022.153735 + Penalty 1540.894299 = -1332481.259436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6234.050000 sec): 3 clusters
  Score: Raw -1326452.075335 + Penalty 3081.788598 = -1323370.286737
  nChanged 5729
		SP:Iteration 1F (6234.080000 sec): 3 clusters
  Score: Raw -1329643.000517 + Penalty 3081.788598 = -1326561.211918
  nChanged 866
		SP:Iteration 2F (6234.120000 sec): 3 clusters
  Score: Raw -1330129.290771 + Penalty 3081.788598 = -1327047.502173
  nChanged 871
		SP:Iteration 3F (6234.150000 sec): 3 clusters
  Score: Raw -1330678.392375 + Penalty 3081.788598 = -1327596.603777
  nChanged 914
		SP:Iteration 4F (6234.180000 sec): 3 clusters
  Score: Raw -1331290.883024 + Penalty 3081.788598 = -1328209.094425
  nChanged 847
		SP:Iteration 5F (6234.220000 sec): 3 clusters
  Score: Raw -1331883.937875 + Penalty 3081.788598 = -1328802.149277
  nChanged 793
		SP:Iteration 6F (6234.250000 sec): 3 clusters
  Score: Raw -1332443.910756 + Penalty 3081.788598 = -1329362.122157
  nChanged 671
		SP:Iteration 7F (6234.280000 sec): 3 clusters
  Score: Raw -1332849.093769 + Penalty 3081.788598 = -1329767.305170
  nChanged 467
		SP:Iteration 8Q (6234.320000 sec): 3 clusters
  Score: Raw -1333112.862553 + Penalty 3081.788598 = -1330031.073955
  nChanged 365
		SP:Iteration 9Q (6234.350000 sec): 3 clusters
  Score: Raw -1333300.242754 + Penalty 3081.788598 = -1330218.454156
  nChanged 288
		SP:Iteration 10Q (6234.390000 sec): 3 clusters
  Score: Raw -1333437.779444 + Penalty 3081.788598 = -1330355.990846
  nChanged 242
		SP:Iteration 11Q (6234.420000 sec): 3 clusters
  Score: Raw -1333556.966110 + Penalty 3081.788598 = -1330475.177511
  nChanged 188
		SP:Iteration 12Q (6234.460000 sec): 3 clusters
  Score: Raw -1333648.753688 + Penalty 3081.788598 = -1330566.965090
  nChanged 154
		SP:Iteration 13Q (6234.490000 sec): 3 clusters
  Score: Raw -1333725.460886 + Penalty 3081.788598 = -1330643.672288
  nChanged 138
		SP:Iteration 14Q (6234.520000 sec): 3 clusters
  Score: Raw -1333803.311809 + Penalty 3081.788598 = -1330721.523210
  nChanged 132
		SP:Iteration 15Q (6234.560000 sec): 3 clusters
  Score: Raw -1333882.681152 + Penalty 3081.788598 = -1330800.892553
  nChanged 115
		SP:Iteration 16Q (6234.590000 sec): 3 clusters
  Score: Raw -1333942.801896 + Penalty 3081.788598 = -1330861.013297
  nChanged 89
		SP:Iteration 17Q (6234.630000 sec): 3 clusters
  Score: Raw -1333981.739375 + Penalty 3081.788598 = -1330899.950777
  nChanged 71
		SP:Iteration 18Q (6234.660000 sec): 3 clusters
  Score: Raw -1334014.707288 + Penalty 3081.788598 = -1330932.918689
  nChanged 40
		SP:Iteration 19Q (6234.690000 sec): 3 clusters
  Score: Raw -1334032.101384 + Penalty 3081.788598 = -1330950.312786
  nChanged 45
		SP:Iteration 20F (6234.730000 sec): 3 clusters
  Score: Raw -1334056.104941 + Penalty 3081.788598 = -1330974.316342
  nChanged 40
		SP:Iteration 21Q (6234.760000 sec): 3 clusters
  Score: Raw -1334079.069494 + Penalty 3081.788598 = -1330997.280896
  nChanged 43
		SP:Iteration 22Q (6234.800000 sec): 3 clusters
  Score: Raw -1334099.466977 + Penalty 3081.788598 = -1331017.678378
  nChanged 38
		SP:Iteration 23Q (6234.830000 sec): 3 clusters
  Score: Raw -1334120.062086 + Penalty 3081.788598 = -1331038.273488
  nChanged 31
		SP:Iteration 24Q (6234.860000 sec): 3 clusters
  Score: Raw -1334137.877950 + Penalty 3081.788598 = -1331056.089351
  nChanged 32
		SP:Iteration 25Q (6234.890000 sec): 3 clusters
  Score: Raw -1334156.030466 + Penalty 3081.788598 = -1331074.241868
  nChanged 20
		SP:Iteration 26Q (6234.920000 sec): 3 clusters
  Score: Raw -1334165.108700 + Penalty 3081.788598 = -1331083.320102
  nChanged 23
		SP:Iteration 27Q (6234.950000 sec): 3 clusters
  Score: Raw -1334178.319757 + Penalty 3081.788598 = -1331096.531159
  nChanged 21
		SP:Iteration 28Q (6234.980000 sec): 3 clusters
  Score: Raw -1334191.949538 + Penalty 3081.788598 = -1331110.160940
  nChanged 18
		SP:Iteration 29Q (6235.010000 sec): 3 clusters
  Score: Raw -1334206.122878 + Penalty 3081.788598 = -1331124.334280
  nChanged 20
		SP:Iteration 30Q (6235.040000 sec): 3 clusters
  Score: Raw -1334219.200261 + Penalty 3081.788598 = -1331137.411662
  nChanged 19
		SP:Iteration 31Q (6235.070000 sec): 3 clusters
  Score: Raw -1334232.978146 + Penalty 3081.788598 = -1331151.189548
  nChanged 28
		SP:Iteration 32Q (6235.100000 sec): 3 clusters
  Score: Raw -1334258.768935 + Penalty 3081.788598 = -1331176.980337
  nChanged 28
		SP:Iteration 33Q (6235.130000 sec): 3 clusters
  Score: Raw -1334288.070541 + Penalty 3081.788598 = -1331206.281943
  nChanged 22
		SP:Iteration 34Q (6235.160000 sec): 3 clusters
  Score: Raw -1334305.637626 + Penalty 3081.788598 = -1331223.849028
  nChanged 16
		SP:Iteration 35Q (6235.180000 sec): 3 clusters
  Score: Raw -1334318.380406 + Penalty 3081.788598 = -1331236.591808
  nChanged 17
		SP:Iteration 36Q (6235.210000 sec): 3 clusters
  Score: Raw -1334332.351729 + Penalty 3081.788598 = -1331250.563131
  nChanged 11
		SP:Iteration 37Q (6235.240000 sec): 3 clusters
  Score: Raw -1334340.342776 + Penalty 3081.788598 = -1331258.554178
  nChanged 9
		SP:Iteration 38Q (6235.270000 sec): 3 clusters
  Score: Raw -1334347.696311 + Penalty 3081.788598 = -1331265.907712
  nChanged 12
		SP:Iteration 39Q (6235.300000 sec): 3 clusters
  Score: Raw -1334355.717483 + Penalty 3081.788598 = -1331273.928884
  nChanged 9
		SP:Iteration 40F (6235.330000 sec): 3 clusters
  Score: Raw -1334361.084472 + Penalty 3081.788598 = -1331279.295874
  nChanged 8
		SP:Iteration 41Q (6235.360000 sec): 3 clusters
  Score: Raw -1334367.842791 + Penalty 3081.788598 = -1331286.054193
  nChanged 5
		SP:Iteration 42Q (6235.390000 sec): 3 clusters
  Score: Raw -1334372.180421 + Penalty 3081.788598 = -1331290.391823
  nChanged 5
		SP:Iteration 43Q (6235.420000 sec): 3 clusters
  Score: Raw -1334374.768096 + Penalty 3081.788598 = -1331292.979497
  nChanged 3
		SP:Iteration 44Q (6235.440000 sec): 3 clusters
  Score: Raw -1334376.764312 + Penalty 3081.788598 = -1331294.975714
  nChanged 5
		SP:Iteration 45Q (6235.470000 sec): 3 clusters
  Score: Raw -1334380.657694 + Penalty 3081.788598 = -1331298.869096
  nChanged 5
		SP:Iteration 46Q (6235.500000 sec): 3 clusters
  Score: Raw -1334384.296065 + Penalty 3081.788598 = -1331302.507467
  nChanged 4
		SP:Iteration 47Q (6235.520000 sec): 3 clusters
  Score: Raw -1334387.238752 + Penalty 3081.788598 = -1331305.450154
  nChanged 4
		SP:Iteration 48Q (6235.550000 sec): 3 clusters
  Score: Raw -1334389.589454 + Penalty 3081.788598 = -1331307.800855
  nChanged 3
		SP:Iteration 49Q (6235.580000 sec): 3 clusters
  Score: Raw -1334391.019462 + Penalty 3081.788598 = -1331309.230863
  nChanged 2
		SP:Iteration 50Q (6235.610000 sec): 3 clusters
  Score: Raw -1334392.032266 + Penalty 3081.788598 = -1331310.243667
  nChanged 1
		SP:Iteration 51Q (6235.640000 sec): 3 clusters
  Score: Raw -1334392.234317 + Penalty 3081.788598 = -1331310.445718
  nChanged 1
		SP:Iteration 52Q (6235.660000 sec): 3 clusters
  Score: Raw -1334392.852061 + Penalty 3081.788598 = -1331311.063462
  nChanged 1
		SP:Iteration 53Q (6235.690000 sec): 3 clusters
  Score: Raw -1334393.602987 + Penalty 3081.788598 = -1331311.814389
  nChanged 0
		SP:Iteration 54F (6235.720000 sec): 3 clusters
  Score: Raw -1334393.602987 + Penalty 3081.788598 = -1331311.814389
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (4113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6235.740000 sec): 2 clusters
  Score: Raw -369647.631723 + Penalty 1352.310045 = -368295.321678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6235.760000 sec): 3 clusters
  Score: Raw -367547.900261 + Penalty 2704.620090 = -364843.280172
  nChanged 1633
		SP:Iteration 1F (6235.770000 sec): 3 clusters
  Score: Raw -368580.396791 + Penalty 2704.620090 = -365875.776701
  nChanged 373
		SP:Iteration 2F (6235.780000 sec): 3 clusters
  Score: Raw -368836.840024 + Penalty 2704.620090 = -366132.219934
  nChanged 270
		SP:Iteration 3F (6235.790000 sec): 3 clusters
  Score: Raw -369003.886512 + Penalty 2704.620090 = -366299.266423
  nChanged 185
		SP:Iteration 4Q (6235.800000 sec): 3 clusters
  Score: Raw -369107.596154 + Penalty 2704.620090 = -366402.976064
  nChanged 143
		SP:Iteration 5Q (6235.810000 sec): 3 clusters
  Score: Raw -369187.054926 + Penalty 2704.620090 = -366482.434836
  nChanged 125
		SP:Iteration 6Q (6235.820000 sec): 3 clusters
  Score: Raw -369266.397793 + Penalty 2704.620090 = -366561.777704
  nChanged 133
		SP:Iteration 7Q (6235.830000 sec): 3 clusters
  Score: Raw -369346.704196 + Penalty 2704.620090 = -366642.084107
  nChanged 133
		SP:Iteration 8Q (6235.840000 sec): 3 clusters
  Score: Raw -369440.981947 + Penalty 2704.620090 = -366736.361858
  nChanged 138
		SP:Iteration 9Q (6235.850000 sec): 3 clusters
  Score: Raw -369524.601662 + Penalty 2704.620090 = -366819.981572
  nChanged 141
		SP:Iteration 10Q (6235.860000 sec): 3 clusters
  Score: Raw -369606.467662 + Penalty 2704.620090 = -366901.847572
  nChanged 131
		SP:Iteration 11Q (6235.870000 sec): 3 clusters
  Score: Raw -369694.797748 + Penalty 2704.620090 = -366990.177658
  nChanged 138
		SP:Iteration 12Q (6235.880000 sec): 3 clusters
  Score: Raw -369798.355225 + Penalty 2704.620090 = -367093.735136
  nChanged 120
		SP:Iteration 13Q (6235.890000 sec): 3 clusters
  Score: Raw -369883.098928 + Penalty 2704.620090 = -367178.478839
  nChanged 121
		SP:Iteration 14Q (6235.900000 sec): 3 clusters
  Score: Raw -369968.430922 + Penalty 2704.620090 = -367263.810833
  nChanged 116
		SP:Iteration 15Q (6235.910000 sec): 3 clusters
  Score: Raw -370074.413080 + Penalty 2704.620090 = -367369.792990
  nChanged 117
		SP:Iteration 16Q (6235.920000 sec): 3 clusters
  Score: Raw -370180.652011 + Penalty 2704.620090 = -367476.031922
  nChanged 103
		SP:Iteration 17Q (6235.930000 sec): 3 clusters
  Score: Raw -370252.696185 + Penalty 2704.620090 = -367548.076095
  nChanged 84
		SP:Iteration 18Q (6235.940000 sec): 3 clusters
  Score: Raw -370303.056163 + Penalty 2704.620090 = -367598.436073
  nChanged 65
		SP:Iteration 19Q (6235.950000 sec): 3 clusters
  Score: Raw -370339.975660 + Penalty 2704.620090 = -367635.355571
  nChanged 51
		SP:Iteration 20F (6235.960000 sec): 3 clusters
  Score: Raw -370358.836697 + Penalty 2704.620090 = -367654.216607
  nChanged 34
		SP:Iteration 21Q (6235.970000 sec): 3 clusters
  Score: Raw -370373.613978 + Penalty 2704.620090 = -367668.993888
  nChanged 22
		SP:Iteration 22Q (6235.980000 sec): 3 clusters
  Score: Raw -370383.893766 + Penalty 2704.620090 = -367679.273676
  nChanged 20
		SP:Iteration 23Q (6235.990000 sec): 3 clusters
  Score: Raw -370390.207425 + Penalty 2704.620090 = -367685.587336
  nChanged 11
		SP:Iteration 24Q (6236.000000 sec): 3 clusters
  Score: Raw -370392.214521 + Penalty 2704.620090 = -367687.594431
  nChanged 5
		SP:Iteration 25Q (6236.010000 sec): 3 clusters
  Score: Raw -370393.320662 + Penalty 2704.620090 = -367688.700572
  nChanged 6
		SP:Iteration 26Q (6236.020000 sec): 3 clusters
  Score: Raw -370394.603029 + Penalty 2704.620090 = -367689.982939
  nChanged 3
		SP:Iteration 27Q (6236.030000 sec): 3 clusters
  Score: Raw -370395.256788 + Penalty 2704.620090 = -367690.636698
  nChanged 1
		SP:Iteration 28Q (6236.040000 sec): 3 clusters
  Score: Raw -370395.469477 + Penalty 2704.620090 = -367690.849387
  nChanged 0
		SP:Iteration 29F (6236.050000 sec): 3 clusters
  Score: Raw -370395.469477 + Penalty 2704.620090 = -367690.849387
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6236.060000 sec): 2 clusters
  Score: Raw -75867.834030 + Penalty 1082.343462 = -74785.490568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6236.060000 sec): 3 clusters
  Score: Raw -75649.422250 + Penalty 2164.686924 = -73484.735326
  nChanged 190
		SP:Iteration 1F (6236.060000 sec): 3 clusters
  Score: Raw -75852.979539 + Penalty 2164.686924 = -73688.292615
  nChanged 59
		SP:Iteration 2F (6236.060000 sec): 3 clusters
  Score: Raw -75929.902532 + Penalty 2164.686924 = -73765.215608
  nChanged 27
		SP:Iteration 3Q (6236.060000 sec): 3 clusters
  Score: Raw -75959.366983 + Penalty 2164.686924 = -73794.680059
  nChanged 16
		SP:Iteration 4Q (6236.070000 sec): 3 clusters
  Score: Raw -75979.403652 + Penalty 2164.686924 = -73814.716728
  nChanged 15
		SP:Iteration 5Q (6236.070000 sec): 3 clusters
  Score: Raw -75996.551296 + Penalty 2164.686924 = -73831.864372
  nChanged 11
		SP:Iteration 6Q (6236.070000 sec): 3 clusters
  Score: Raw -76007.055546 + Penalty 2164.686924 = -73842.368623
  nChanged 10
		SP:Iteration 7Q (6236.070000 sec): 3 clusters
  Score: Raw -76019.336155 + Penalty 2164.686924 = -73854.649231
  nChanged 5
		SP:Iteration 8Q (6236.080000 sec): 3 clusters
  Score: Raw -76023.406215 + Penalty 2164.686924 = -73858.719292
  nChanged 2
		SP:Iteration 9Q (6236.080000 sec): 3 clusters
  Score: Raw -76025.027017 + Penalty 2164.686924 = -73860.340093
  nChanged 1
		SP:Iteration 10Q (6236.080000 sec): 3 clusters
  Score: Raw -76026.011794 + Penalty 2164.686924 = -73861.324870
  nChanged 1
		SP:Iteration 11Q (6236.080000 sec): 3 clusters
  Score: Raw -76028.093265 + Penalty 2164.686924 = -73863.406342
  nChanged 4
		SP:Iteration 12Q (6236.080000 sec): 3 clusters
  Score: Raw -76032.614924 + Penalty 2164.686924 = -73867.928000
  nChanged 1
		SP:Iteration 13Q (6236.080000 sec): 3 clusters
  Score: Raw -76033.705506 + Penalty 2164.686924 = -73869.018582
  nChanged 2
		SP:Iteration 14Q (6236.080000 sec): 3 clusters
  Score: Raw -76035.748625 + Penalty 2164.686924 = -73871.061702
  nChanged 2
		SP:Iteration 15Q (6236.090000 sec): 3 clusters
  Score: Raw -76036.551495 + Penalty 2164.686924 = -73871.864571
  nChanged 1
		SP:Iteration 16Q (6236.090000 sec): 3 clusters
  Score: Raw -76037.396848 + Penalty 2164.686924 = -73872.709924
  nChanged 2
		SP:Iteration 17Q (6236.090000 sec): 3 clusters
  Score: Raw -76038.519044 + Penalty 2164.686924 = -73873.832120
  nChanged 0
		SP:Iteration 18F (6236.090000 sec): 3 clusters
  Score: Raw -76038.519044 + Penalty 2164.686924 = -73873.832120
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (3855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6236.110000 sec): 2 clusters
  Score: Raw -395454.768036 + Penalty 1341.783021 = -394112.985015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6236.120000 sec): 3 clusters
  Score: Raw -393534.969015 + Penalty 2683.566043 = -390851.402972
  nChanged 1489
		SP:Iteration 1F (6236.130000 sec): 3 clusters
  Score: Raw -394429.435417 + Penalty 2683.566043 = -391745.869374
  nChanged 290
		SP:Iteration 2F (6236.140000 sec): 3 clusters
  Score: Raw -394610.633003 + Penalty 2683.566043 = -391927.066960
  nChanged 216
		SP:Iteration 3F (6236.150000 sec): 3 clusters
  Score: Raw -394738.411954 + Penalty 2683.566043 = -392054.845911
  nChanged 180
		SP:Iteration 4Q (6236.160000 sec): 3 clusters
  Score: Raw -394834.057474 + Penalty 2683.566043 = -392150.491431
  nChanged 145
		SP:Iteration 5Q (6236.160000 sec): 3 clusters
  Score: Raw -394902.596322 + Penalty 2683.566043 = -392219.030279
  nChanged 116
		SP:Iteration 6Q (6236.180000 sec): 3 clusters
  Score: Raw -394957.428752 + Penalty 2683.566043 = -392273.862709
  nChanged 101
		SP:Iteration 7Q (6236.180000 sec): 3 clusters
  Score: Raw -395000.739454 + Penalty 2683.566043 = -392317.173411
  nChanged 84
		SP:Iteration 8Q (6236.200000 sec): 3 clusters
  Score: Raw -395038.174592 + Penalty 2683.566043 = -392354.608549
  nChanged 76
		SP:Iteration 9Q (6236.200000 sec): 3 clusters
  Score: Raw -395072.468199 + Penalty 2683.566043 = -392388.902156
  nChanged 77
		SP:Iteration 10Q (6236.210000 sec): 3 clusters
  Score: Raw -395110.053116 + Penalty 2683.566043 = -392426.487073
  nChanged 65
		SP:Iteration 11Q (6236.220000 sec): 3 clusters
  Score: Raw -395145.422198 + Penalty 2683.566043 = -392461.856155
  nChanged 74
		SP:Iteration 12Q (6236.230000 sec): 3 clusters
  Score: Raw -395173.565616 + Penalty 2683.566043 = -392489.999574
  nChanged 58
		SP:Iteration 13Q (6236.240000 sec): 3 clusters
  Score: Raw -395197.540954 + Penalty 2683.566043 = -392513.974911
  nChanged 53
		SP:Iteration 14Q (6236.250000 sec): 3 clusters
  Score: Raw -395219.992801 + Penalty 2683.566043 = -392536.426758
  nChanged 53
		SP:Iteration 15Q (6236.260000 sec): 3 clusters
  Score: Raw -395248.374048 + Penalty 2683.566043 = -392564.808005
  nChanged 56
		SP:Iteration 16Q (6236.270000 sec): 3 clusters
  Score: Raw -395275.966439 + Penalty 2683.566043 = -392592.400396
  nChanged 44
		SP:Iteration 17Q (6236.280000 sec): 3 clusters
  Score: Raw -395300.332732 + Penalty 2683.566043 = -392616.766689
  nChanged 57
		SP:Iteration 18Q (6236.290000 sec): 3 clusters
  Score: Raw -395329.012731 + Penalty 2683.566043 = -392645.446688
  nChanged 60
		SP:Iteration 19Q (6236.300000 sec): 3 clusters
  Score: Raw -395356.398902 + Penalty 2683.566043 = -392672.832859
  nChanged 39
		SP:Iteration 20F (6236.310000 sec): 3 clusters
  Score: Raw -395376.413273 + Penalty 2683.566043 = -392692.847230
  nChanged 45
		SP:Iteration 21Q (6236.320000 sec): 3 clusters
  Score: Raw -395395.529549 + Penalty 2683.566043 = -392711.963506
  nChanged 35
		SP:Iteration 22Q (6236.330000 sec): 3 clusters
  Score: Raw -395407.920168 + Penalty 2683.566043 = -392724.354125
  nChanged 26
		SP:Iteration 23Q (6236.340000 sec): 3 clusters
  Score: Raw -395416.983590 + Penalty 2683.566043 = -392733.417548
  nChanged 25
		SP:Iteration 24Q (6236.340000 sec): 3 clusters
  Score: Raw -395424.038186 + Penalty 2683.566043 = -392740.472143
  nChanged 24
		SP:Iteration 25Q (6236.360000 sec): 3 clusters
  Score: Raw -395431.782436 + Penalty 2683.566043 = -392748.216393
  nChanged 20
		SP:Iteration 26Q (6236.360000 sec): 3 clusters
  Score: Raw -395438.049515 + Penalty 2683.566043 = -392754.483472
  nChanged 20
		SP:Iteration 27Q (6236.370000 sec): 3 clusters
  Score: Raw -395443.444076 + Penalty 2683.566043 = -392759.878033
  nChanged 14
		SP:Iteration 28Q (6236.380000 sec): 3 clusters
  Score: Raw -395447.681628 + Penalty 2683.566043 = -392764.115585
  nChanged 12
		SP:Iteration 29Q (6236.390000 sec): 3 clusters
  Score: Raw -395451.310737 + Penalty 2683.566043 = -392767.744694
  nChanged 11
		SP:Iteration 30Q (6236.400000 sec): 3 clusters
  Score: Raw -395453.660451 + Penalty 2683.566043 = -392770.094408
  nChanged 6
		SP:Iteration 31Q (6236.410000 sec): 3 clusters
  Score: Raw -395454.883211 + Penalty 2683.566043 = -392771.317168
  nChanged 8
		SP:Iteration 32Q (6236.420000 sec): 3 clusters
  Score: Raw -395457.080426 + Penalty 2683.566043 = -392773.514383
  nChanged 5
		SP:Iteration 33Q (6236.430000 sec): 3 clusters
  Score: Raw -395458.121403 + Penalty 2683.566043 = -392774.555360
  nChanged 3
		SP:Iteration 34Q (6236.440000 sec): 3 clusters
  Score: Raw -395458.785984 + Penalty 2683.566043 = -392775.219941
  nChanged 0
		SP:Iteration 35F (6236.450000 sec): 3 clusters
  Score: Raw -395458.785984 + Penalty 2683.566043 = -392775.219941
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6236.460000 sec): 2 clusters
  Score: Raw -128758.502881 + Penalty 1181.990277 = -127576.512604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6236.460000 sec): 3 clusters
  Score: Raw -128232.125204 + Penalty 2363.980553 = -125868.144651
  nChanged 469
		SP:Iteration 1F (6236.460000 sec): 3 clusters
  Score: Raw -128648.506269 + Penalty 2363.980553 = -126284.525715
  nChanged 141
		SP:Iteration 2F (6236.470000 sec): 3 clusters
  Score: Raw -128847.673582 + Penalty 2363.980553 = -126483.693028
  nChanged 109
		SP:Iteration 3F (6236.470000 sec): 3 clusters
  Score: Raw -129033.054103 + Penalty 2363.980553 = -126669.073550
  nChanged 93
		SP:Iteration 4F (6236.480000 sec): 3 clusters
  Score: Raw -129150.206998 + Penalty 2363.980553 = -126786.226445
  nChanged 70
		SP:Iteration 5Q (6236.480000 sec): 3 clusters
  Score: Raw -129229.157117 + Penalty 2363.980553 = -126865.176564
  nChanged 34
		SP:Iteration 6Q (6236.480000 sec): 3 clusters
  Score: Raw -129261.184877 + Penalty 2363.980553 = -126897.204323
  nChanged 24
		SP:Iteration 7Q (6236.480000 sec): 3 clusters
  Score: Raw -129281.196218 + Penalty 2363.980553 = -126917.215665
  nChanged 15
		SP:Iteration 8Q (6236.490000 sec): 3 clusters
  Score: Raw -129295.331720 + Penalty 2363.980553 = -126931.351167
  nChanged 18
		SP:Iteration 9Q (6236.490000 sec): 3 clusters
  Score: Raw -129313.471262 + Penalty 2363.980553 = -126949.490708
  nChanged 7
		SP:Iteration 10Q (6236.500000 sec): 3 clusters
  Score: Raw -129320.756602 + Penalty 2363.980553 = -126956.776048
  nChanged 8
		SP:Iteration 11Q (6236.500000 sec): 3 clusters
  Score: Raw -129329.897702 + Penalty 2363.980553 = -126965.917149
  nChanged 12
		SP:Iteration 12Q (6236.500000 sec): 3 clusters
  Score: Raw -129337.603954 + Penalty 2363.980553 = -126973.623401
  nChanged 7
		SP:Iteration 13Q (6236.500000 sec): 3 clusters
  Score: Raw -129343.728293 + Penalty 2363.980553 = -126979.747740
  nChanged 4
		SP:Iteration 14Q (6236.510000 sec): 3 clusters
  Score: Raw -129347.036959 + Penalty 2363.980553 = -126983.056405
  nChanged 3
		SP:Iteration 15Q (6236.510000 sec): 3 clusters
  Score: Raw -129349.311929 + Penalty 2363.980553 = -126985.331376
  nChanged 3
		SP:Iteration 16Q (6236.520000 sec): 3 clusters
  Score: Raw -129351.183531 + Penalty 2363.980553 = -126987.202978
  nChanged 3
		SP:Iteration 17Q (6236.520000 sec): 3 clusters
  Score: Raw -129352.331358 + Penalty 2363.980553 = -126988.350804
  nChanged 1
		SP:Iteration 18Q (6236.520000 sec): 3 clusters
  Score: Raw -129352.759542 + Penalty 2363.980553 = -126988.778989
  nChanged 0
		SP:Iteration 19F (6236.530000 sec): 3 clusters
  Score: Raw -129352.759542 + Penalty 2363.980553 = -126988.778989
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6236.540000 sec): 2 clusters
  Score: Raw -391671.396445 + Penalty 1349.319530 = -390322.076915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6236.550000 sec): 3 clusters
  Score: Raw -389649.396115 + Penalty 2698.639060 = -386950.757056
  nChanged 1592
		SP:Iteration 1F (6236.560000 sec): 3 clusters
  Score: Raw -390568.869777 + Penalty 2698.639060 = -387870.230717
  nChanged 311
		SP:Iteration 2F (6236.580000 sec): 3 clusters
  Score: Raw -390823.363934 + Penalty 2698.639060 = -388124.724874
  nChanged 265
		SP:Iteration 3F (6236.580000 sec): 3 clusters
  Score: Raw -391089.567805 + Penalty 2698.639060 = -388390.928745
  nChanged 307
		SP:Iteration 4F (6236.600000 sec): 3 clusters
  Score: Raw -391371.661352 + Penalty 2698.639060 = -388673.022293
  nChanged 262
		SP:Iteration 5F (6236.600000 sec): 3 clusters
  Score: Raw -391584.740791 + Penalty 2698.639060 = -388886.101731
  nChanged 216
		SP:Iteration 6F (6236.620000 sec): 3 clusters
  Score: Raw -391757.015281 + Penalty 2698.639060 = -389058.376222
  nChanged 172
		SP:Iteration 7Q (6236.620000 sec): 3 clusters
  Score: Raw -391865.851442 + Penalty 2698.639060 = -389167.212382
  nChanged 102
		SP:Iteration 8Q (6236.640000 sec): 3 clusters
  Score: Raw -391930.373165 + Penalty 2698.639060 = -389231.734105
  nChanged 92
		SP:Iteration 9Q (6236.640000 sec): 3 clusters
  Score: Raw -391987.856564 + Penalty 2698.639060 = -389289.217504
  nChanged 69
		SP:Iteration 10Q (6236.660000 sec): 3 clusters
  Score: Raw -392026.367720 + Penalty 2698.639060 = -389327.728660
  nChanged 61
		SP:Iteration 11Q (6236.660000 sec): 3 clusters
  Score: Raw -392061.496158 + Penalty 2698.639060 = -389362.857098
  nChanged 49
		SP:Iteration 12Q (6236.680000 sec): 3 clusters
  Score: Raw -392086.599119 + Penalty 2698.639060 = -389387.960060
  nChanged 27
		SP:Iteration 13Q (6236.680000 sec): 3 clusters
  Score: Raw -392097.828306 + Penalty 2698.639060 = -389399.189246
  nChanged 26
		SP:Iteration 14Q (6236.700000 sec): 3 clusters
  Score: Raw -392106.514758 + Penalty 2698.639060 = -389407.875698
  nChanged 16
		SP:Iteration 15Q (6236.710000 sec): 3 clusters
  Score: Raw -392111.367666 + Penalty 2698.639060 = -389412.728606
  nChanged 11
		SP:Iteration 16Q (6236.720000 sec): 3 clusters
  Score: Raw -392116.009065 + Penalty 2698.639060 = -389417.370006
  nChanged 14
		SP:Iteration 17Q (6236.730000 sec): 3 clusters
  Score: Raw -392122.791322 + Penalty 2698.639060 = -389424.152262
  nChanged 14
		SP:Iteration 18Q (6236.730000 sec): 3 clusters
  Score: Raw -392129.205753 + Penalty 2698.639060 = -389430.566693
  nChanged 11
		SP:Iteration 19Q (6236.740000 sec): 3 clusters
  Score: Raw -392133.891271 + Penalty 2698.639060 = -389435.252211
  nChanged 12
		SP:Iteration 20F (6236.750000 sec): 3 clusters
  Score: Raw -392139.825952 + Penalty 2698.639060 = -389441.186893
  nChanged 14
		SP:Iteration 21Q (6236.760000 sec): 3 clusters
  Score: Raw -392144.074871 + Penalty 2698.639060 = -389445.435811
  nChanged 13
		SP:Iteration 22Q (6236.780000 sec): 3 clusters
  Score: Raw -392151.475437 + Penalty 2698.639060 = -389452.836378
  nChanged 13
		SP:Iteration 23Q (6236.780000 sec): 3 clusters
  Score: Raw -392158.998778 + Penalty 2698.639060 = -389460.359719
  nChanged 20
		SP:Iteration 24Q (6236.800000 sec): 3 clusters
  Score: Raw -392173.422996 + Penalty 2698.639060 = -389474.783936
  nChanged 25
		SP:Iteration 25Q (6236.800000 sec): 3 clusters
  Score: Raw -392190.715619 + Penalty 2698.639060 = -389492.076560
  nChanged 25
		SP:Iteration 26Q (6236.820000 sec): 3 clusters
  Score: Raw -392208.622077 + Penalty 2698.639060 = -389509.983017
  nChanged 18
		SP:Iteration 27Q (6236.820000 sec): 3 clusters
  Score: Raw -392219.585875 + Penalty 2698.639060 = -389520.946815
  nChanged 17
		SP:Iteration 28Q (6236.840000 sec): 3 clusters
  Score: Raw -392228.987673 + Penalty 2698.639060 = -389530.348614
  nChanged 11
		SP:Iteration 29Q (6236.840000 sec): 3 clusters
  Score: Raw -392237.678114 + Penalty 2698.639060 = -389539.039055
  nChanged 13
		SP:Iteration 30Q (6236.860000 sec): 3 clusters
  Score: Raw -392245.783383 + Penalty 2698.639060 = -389547.144324
  nChanged 16
		SP:Iteration 31Q (6236.860000 sec): 3 clusters
  Score: Raw -392254.316330 + Penalty 2698.639060 = -389555.677270
  nChanged 14
		SP:Iteration 32Q (6236.880000 sec): 3 clusters
  Score: Raw -392261.085626 + Penalty 2698.639060 = -389562.446567
  nChanged 9
		SP:Iteration 33Q (6236.880000 sec): 3 clusters
  Score: Raw -392264.867168 + Penalty 2698.639060 = -389566.228108
  nChanged 11
		SP:Iteration 34Q (6236.900000 sec): 3 clusters
  Score: Raw -392273.499757 + Penalty 2698.639060 = -389574.860697
  nChanged 15
		SP:Iteration 35Q (6236.900000 sec): 3 clusters
  Score: Raw -392282.404319 + Penalty 2698.639060 = -389583.765259
  nChanged 14
		SP:Iteration 36Q (6236.920000 sec): 3 clusters
  Score: Raw -392292.517405 + Penalty 2698.639060 = -389593.878345
  nChanged 10
		SP:Iteration 37Q (6236.920000 sec): 3 clusters
  Score: Raw -392304.473310 + Penalty 2698.639060 = -389605.834250
  nChanged 20
		SP:Iteration 38Q (6236.940000 sec): 3 clusters
  Score: Raw -392318.651915 + Penalty 2698.639060 = -389620.012855
  nChanged 17
		SP:Iteration 39Q (6236.940000 sec): 3 clusters
  Score: Raw -392331.576058 + Penalty 2698.639060 = -389632.936999
  nChanged 19
		SP:Iteration 40F (6236.960000 sec): 3 clusters
  Score: Raw -392344.585915 + Penalty 2698.639060 = -389645.946855
  nChanged 12
		SP:Iteration 41Q (6236.960000 sec): 3 clusters
  Score: Raw -392350.716531 + Penalty 2698.639060 = -389652.077472
  nChanged 10
		SP:Iteration 42Q (6236.970000 sec): 3 clusters
  Score: Raw -392356.337180 + Penalty 2698.639060 = -389657.698121
  nChanged 7
		SP:Iteration 43Q (6236.980000 sec): 3 clusters
  Score: Raw -392359.697005 + Penalty 2698.639060 = -389661.057945
  nChanged 4
		SP:Iteration 44Q (6236.990000 sec): 3 clusters
  Score: Raw -392361.071209 + Penalty 2698.639060 = -389662.432149
  nChanged 4
		SP:Iteration 45Q (6237.000000 sec): 3 clusters
  Score: Raw -392362.562594 + Penalty 2698.639060 = -389663.923534
  nChanged 1
		SP:Iteration 46Q (6237.010000 sec): 3 clusters
  Score: Raw -392363.078189 + Penalty 2698.639060 = -389664.439129
  nChanged 1
		SP:Iteration 47Q (6237.020000 sec): 3 clusters
  Score: Raw -392363.289057 + Penalty 2698.639060 = -389664.649998
  nChanged 0
		SP:Iteration 48F (6237.030000 sec): 3 clusters
  Score: Raw -392363.289057 + Penalty 2698.639060 = -389664.649998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6237.080000 sec): 2 clusters
  Score: Raw -1653887.150698 + Penalty 1578.184275 = -1652308.966424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6237.130000 sec): 3 clusters
  Score: Raw -1644079.955618 + Penalty 3156.368549 = -1640923.587068
  nChanged 7356
		SP:Iteration 1F (6237.180000 sec): 3 clusters
  Score: Raw -1648203.950351 + Penalty 3156.368549 = -1645047.581802
  nChanged 1060
		SP:Iteration 2F (6237.220000 sec): 3 clusters
  Score: Raw -1648724.862733 + Penalty 3156.368549 = -1645568.494183
  nChanged 1071
		SP:Iteration 3F (6237.260000 sec): 3 clusters
  Score: Raw -1649313.892123 + Penalty 3156.368549 = -1646157.523574
  nChanged 1069
		SP:Iteration 4F (6237.300000 sec): 3 clusters
  Score: Raw -1649975.486329 + Penalty 3156.368549 = -1646819.117780
  nChanged 1110
		SP:Iteration 5F (6237.350000 sec): 3 clusters
  Score: Raw -1650716.436255 + Penalty 3156.368549 = -1647560.067705
  nChanged 1038
		SP:Iteration 6F (6237.390000 sec): 3 clusters
  Score: Raw -1651437.322176 + Penalty 3156.368549 = -1648280.953627
  nChanged 909
		SP:Iteration 7F (6237.430000 sec): 3 clusters
  Score: Raw -1652056.643991 + Penalty 3156.368549 = -1648900.275442
  nChanged 737
		SP:Iteration 8Q (6237.480000 sec): 3 clusters
  Score: Raw -1652558.331889 + Penalty 3156.368549 = -1649401.963340
  nChanged 574
		SP:Iteration 9Q (6237.520000 sec): 3 clusters
  Score: Raw -1652955.980622 + Penalty 3156.368549 = -1649799.612073
  nChanged 426
		SP:Iteration 10Q (6237.560000 sec): 3 clusters
  Score: Raw -1653250.771265 + Penalty 3156.368549 = -1650094.402716
  nChanged 327
		SP:Iteration 11Q (6237.610000 sec): 3 clusters
  Score: Raw -1653479.053933 + Penalty 3156.368549 = -1650322.685383
  nChanged 254
		SP:Iteration 12Q (6237.650000 sec): 3 clusters
  Score: Raw -1653669.226973 + Penalty 3156.368549 = -1650512.858423
  nChanged 191
		SP:Iteration 13Q (6237.690000 sec): 3 clusters
  Score: Raw -1653821.907260 + Penalty 3156.368549 = -1650665.538711
  nChanged 122
		SP:Iteration 14Q (6237.730000 sec): 3 clusters
  Score: Raw -1653914.524407 + Penalty 3156.368549 = -1650758.155858
  nChanged 74
		SP:Iteration 15Q (6237.770000 sec): 3 clusters
  Score: Raw -1653980.152757 + Penalty 3156.368549 = -1650823.784208
  nChanged 62
		SP:Iteration 16Q (6237.810000 sec): 3 clusters
  Score: Raw -1654036.689547 + Penalty 3156.368549 = -1650880.320998
  nChanged 46
		SP:Iteration 17Q (6237.850000 sec): 3 clusters
  Score: Raw -1654073.786881 + Penalty 3156.368549 = -1650917.418332
  nChanged 24
		SP:Iteration 18Q (6237.880000 sec): 3 clusters
  Score: Raw -1654095.497681 + Penalty 3156.368549 = -1650939.129132
  nChanged 13
		SP:Iteration 19Q (6237.920000 sec): 3 clusters
  Score: Raw -1654106.518174 + Penalty 3156.368549 = -1650950.149625
  nChanged 6
		SP:Iteration 20F (6237.960000 sec): 3 clusters
  Score: Raw -1654109.883571 + Penalty 3156.368549 = -1650953.515021
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6237.980000 sec): 2 clusters
  Score: Raw -189461.002634 + Penalty 1229.104446 = -188231.898188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6237.980000 sec): 3 clusters
  Score: Raw -188616.991487 + Penalty 2458.208892 = -186158.782594
  nChanged 678
		SP:Iteration 1F (6237.990000 sec): 3 clusters
  Score: Raw -189079.204926 + Penalty 2458.208892 = -186620.996034
  nChanged 190
		SP:Iteration 2F (6238.000000 sec): 3 clusters
  Score: Raw -189247.109234 + Penalty 2458.208892 = -186788.900342
  nChanged 128
		SP:Iteration 3F (6238.000000 sec): 3 clusters
  Score: Raw -189376.810712 + Penalty 2458.208892 = -186918.601819
  nChanged 117
		SP:Iteration 4F (6238.000000 sec): 3 clusters
  Score: Raw -189518.978136 + Penalty 2458.208892 = -187060.769244
  nChanged 103
		SP:Iteration 5F (6238.010000 sec): 3 clusters
  Score: Raw -189646.131063 + Penalty 2458.208892 = -187187.922171
  nChanged 93
		SP:Iteration 6Q (6238.010000 sec): 3 clusters
  Score: Raw -189741.463402 + Penalty 2458.208892 = -187283.254510
  nChanged 69
		SP:Iteration 7Q (6238.020000 sec): 3 clusters
  Score: Raw -189805.188930 + Penalty 2458.208892 = -187346.980038
  nChanged 41
		SP:Iteration 8Q (6238.020000 sec): 3 clusters
  Score: Raw -189840.083250 + Penalty 2458.208892 = -187381.874358
  nChanged 38
		SP:Iteration 9Q (6238.030000 sec): 3 clusters
  Score: Raw -189870.359215 + Penalty 2458.208892 = -187412.150323
  nChanged 28
		SP:Iteration 10Q (6238.030000 sec): 3 clusters
  Score: Raw -189898.729843 + Penalty 2458.208892 = -187440.520950
  nChanged 32
		SP:Iteration 11Q (6238.040000 sec): 3 clusters
  Score: Raw -189923.953747 + Penalty 2458.208892 = -187465.744855
  nChanged 15
		SP:Iteration 12Q (6238.040000 sec): 3 clusters
  Score: Raw -189935.840768 + Penalty 2458.208892 = -187477.631876
  nChanged 8
		SP:Iteration 13Q (6238.050000 sec): 3 clusters
  Score: Raw -189941.080138 + Penalty 2458.208892 = -187482.871246
  nChanged 7
		SP:Iteration 14Q (6238.050000 sec): 3 clusters
  Score: Raw -189944.162457 + Penalty 2458.208892 = -187485.953564
  nChanged 7
		SP:Iteration 15Q (6238.060000 sec): 3 clusters
  Score: Raw -189948.368792 + Penalty 2458.208892 = -187490.159900
  nChanged 3
		SP:Iteration 16Q (6238.060000 sec): 3 clusters
  Score: Raw -189949.411154 + Penalty 2458.208892 = -187491.202262
  nChanged 3
		SP:Iteration 17Q (6238.060000 sec): 3 clusters
  Score: Raw -189950.746422 + Penalty 2458.208892 = -187492.537530
  nChanged 3
		SP:Iteration 18Q (6238.070000 sec): 3 clusters
  Score: Raw -189952.647602 + Penalty 2458.208892 = -187494.438709
  nChanged 5
		SP:Iteration 19Q (6238.070000 sec): 3 clusters
  Score: Raw -189957.014913 + Penalty 2458.208892 = -187498.806021
  nChanged 8
		SP:Iteration 20F (6238.080000 sec): 3 clusters
  Score: Raw -189962.191814 + Penalty 2458.208892 = -187503.982922
  nChanged 10
		SP:Iteration 21Q (6238.080000 sec): 3 clusters
  Score: Raw -189970.641865 + Penalty 2458.208892 = -187512.432973
  nChanged 10
		SP:Iteration 22Q (6238.090000 sec): 3 clusters
  Score: Raw -189978.620231 + Penalty 2458.208892 = -187520.411339
  nChanged 9
		SP:Iteration 23Q (6238.090000 sec): 3 clusters
  Score: Raw -189986.669981 + Penalty 2458.208892 = -187528.461088
  nChanged 10
		SP:Iteration 24Q (6238.100000 sec): 3 clusters
  Score: Raw -189992.622454 + Penalty 2458.208892 = -187534.413562
  nChanged 8
		SP:Iteration 25Q (6238.100000 sec): 3 clusters
  Score: Raw -189998.925684 + Penalty 2458.208892 = -187540.716792
  nChanged 5
		SP:Iteration 26Q (6238.110000 sec): 3 clusters
  Score: Raw -190002.583735 + Penalty 2458.208892 = -187544.374842
  nChanged 6
		SP:Iteration 27Q (6238.110000 sec): 3 clusters
  Score: Raw -190005.509668 + Penalty 2458.208892 = -187547.300776
  nChanged 4
		SP:Iteration 28Q (6238.120000 sec): 3 clusters
  Score: Raw -190008.014851 + Penalty 2458.208892 = -187549.805959
  nChanged 7
		SP:Iteration 29Q (6238.120000 sec): 3 clusters
  Score: Raw -190014.563798 + Penalty 2458.208892 = -187556.354906
  nChanged 12
		SP:Iteration 30Q (6238.120000 sec): 3 clusters
  Score: Raw -190021.003070 + Penalty 2458.208892 = -187562.794178
  nChanged 6
		SP:Iteration 31Q (6238.130000 sec): 3 clusters
  Score: Raw -190024.391251 + Penalty 2458.208892 = -187566.182359
  nChanged 6
		SP:Iteration 32Q (6238.130000 sec): 3 clusters
  Score: Raw -190027.519390 + Penalty 2458.208892 = -187569.310498
  nChanged 2
		SP:Iteration 33Q (6238.140000 sec): 3 clusters
  Score: Raw -190030.125742 + Penalty 2458.208892 = -187571.916850
  nChanged 4
		SP:Iteration 34Q (6238.140000 sec): 3 clusters
  Score: Raw -190032.676833 + Penalty 2458.208892 = -187574.467940
  nChanged 2
		SP:Iteration 35Q (6238.150000 sec): 3 clusters
  Score: Raw -190034.300164 + Penalty 2458.208892 = -187576.091272
  nChanged 3
		SP:Iteration 36Q (6238.150000 sec): 3 clusters
  Score: Raw -190036.912806 + Penalty 2458.208892 = -187578.703914
  nChanged 0
		SP:Iteration 37F (6238.160000 sec): 3 clusters
  Score: Raw -190036.912806 + Penalty 2458.208892 = -187578.703914
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6238.160000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6238.160000 sec): 3 clusters
  Score: Raw -65581.355781 + Penalty 2131.414286 = -63449.941495
  nChanged 179
		SP:Iteration 1F (6238.160000 sec): 3 clusters
  Score: Raw -65836.717364 + Penalty 2131.414286 = -63705.303078
  nChanged 48
		SP:Iteration 2F (6238.170000 sec): 3 clusters
  Score: Raw -65914.380068 + Penalty 2131.414286 = -63782.965782
  nChanged 29
		SP:Iteration 3Q (6238.170000 sec): 3 clusters
  Score: Raw -65956.346899 + Penalty 2131.414286 = -63824.932613
  nChanged 18
		SP:Iteration 4Q (6238.170000 sec): 3 clusters
  Score: Raw -65978.022190 + Penalty 2131.414286 = -63846.607904
  nChanged 9
		SP:Iteration 5Q (6238.170000 sec): 3 clusters
  Score: Raw -65988.058966 + Penalty 2131.414286 = -63856.644680
  nChanged 7
		SP:Iteration 6Q (6238.180000 sec): 3 clusters
  Score: Raw -65997.409735 + Penalty 2131.414286 = -63865.995449
  nChanged 9
		SP:Iteration 7Q (6238.180000 sec): 3 clusters
  Score: Raw -66007.942084 + Penalty 2131.414286 = -63876.527798
  nChanged 3
		SP:Iteration 8Q (6238.180000 sec): 3 clusters
  Score: Raw -66011.684031 + Penalty 2131.414286 = -63880.269745
  nChanged 2
		SP:Iteration 9Q (6238.180000 sec): 3 clusters
  Score: Raw -66013.835292 + Penalty 2131.414286 = -63882.421006
  nChanged 2
		SP:Iteration 10Q (6238.180000 sec): 3 clusters
  Score: Raw -66015.869448 + Penalty 2131.414286 = -63884.455162
  nChanged 2
		SP:Iteration 11Q (6238.180000 sec): 3 clusters
  Score: Raw -66018.294969 + Penalty 2131.414286 = -63886.880683
  nChanged 2
		SP:Iteration 12Q (6238.180000 sec): 3 clusters
  Score: Raw -66020.117555 + Penalty 2131.414286 = -63888.703269
  nChanged 0
		SP:Iteration 13F (6238.190000 sec): 3 clusters
  Score: Raw -66020.117555 + Penalty 2131.414286 = -63888.703269
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6238.210000 sec): 2 clusters
  Score: Raw -494006.937929 + Penalty 1378.993726 = -492627.944204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6238.220000 sec): 3 clusters
  Score: Raw -491533.045526 + Penalty 2757.987452 = -488775.058075
  nChanged 1958
		SP:Iteration 1F (6238.240000 sec): 3 clusters
  Score: Raw -492652.104497 + Penalty 2757.987452 = -489894.117045
  nChanged 332
		SP:Iteration 2F (6238.250000 sec): 3 clusters
  Score: Raw -492825.155295 + Penalty 2757.987452 = -490067.167843
  nChanged 262
		SP:Iteration 3F (6238.260000 sec): 3 clusters
  Score: Raw -492942.285418 + Penalty 2757.987452 = -490184.297967
  nChanged 198
		SP:Iteration 4Q (6238.270000 sec): 3 clusters
  Score: Raw -493040.502175 + Penalty 2757.987452 = -490282.514723
  nChanged 180
		SP:Iteration 5Q (6238.280000 sec): 3 clusters
  Score: Raw -493125.912050 + Penalty 2757.987452 = -490367.924599
  nChanged 158
		SP:Iteration 6Q (6238.300000 sec): 3 clusters
  Score: Raw -493199.969076 + Penalty 2757.987452 = -490441.981625
  nChanged 162
		SP:Iteration 7Q (6238.310000 sec): 3 clusters
  Score: Raw -493273.028029 + Penalty 2757.987452 = -490515.040578
  nChanged 135
		SP:Iteration 8Q (6238.320000 sec): 3 clusters
  Score: Raw -493326.463658 + Penalty 2757.987452 = -490568.476206
  nChanged 114
		SP:Iteration 9Q (6238.340000 sec): 3 clusters
  Score: Raw -493373.433058 + Penalty 2757.987452 = -490615.445607
  nChanged 119
		SP:Iteration 10Q (6238.350000 sec): 3 clusters
  Score: Raw -493425.246972 + Penalty 2757.987452 = -490667.259521
  nChanged 115
		SP:Iteration 11Q (6238.360000 sec): 3 clusters
  Score: Raw -493478.906390 + Penalty 2757.987452 = -490720.918939
  nChanged 122
		SP:Iteration 12Q (6238.370000 sec): 3 clusters
  Score: Raw -493536.977830 + Penalty 2757.987452 = -490778.990379
  nChanged 111
		SP:Iteration 13Q (6238.380000 sec): 3 clusters
  Score: Raw -493597.235401 + Penalty 2757.987452 = -490839.247950
  nChanged 106
		SP:Iteration 14Q (6238.400000 sec): 3 clusters
  Score: Raw -493648.368025 + Penalty 2757.987452 = -490890.380573
  nChanged 89
		SP:Iteration 15Q (6238.410000 sec): 3 clusters
  Score: Raw -493688.446634 + Penalty 2757.987452 = -490930.459183
  nChanged 88
		SP:Iteration 16Q (6238.420000 sec): 3 clusters
  Score: Raw -493728.259969 + Penalty 2757.987452 = -490970.272517
  nChanged 82
		SP:Iteration 17Q (6238.440000 sec): 3 clusters
  Score: Raw -493760.000260 + Penalty 2757.987452 = -491002.012809
  nChanged 72
		SP:Iteration 18Q (6238.450000 sec): 3 clusters
  Score: Raw -493788.428225 + Penalty 2757.987452 = -491030.440773
  nChanged 51
		SP:Iteration 19Q (6238.460000 sec): 3 clusters
  Score: Raw -493808.159024 + Penalty 2757.987452 = -491050.171572
  nChanged 49
		SP:Iteration 20F (6238.470000 sec): 3 clusters
  Score: Raw -493824.256693 + Penalty 2757.987452 = -491066.269241
  nChanged 41
		SP:Iteration 21Q (6238.490000 sec): 3 clusters
  Score: Raw -493839.548519 + Penalty 2757.987452 = -491081.561067
  nChanged 40
		SP:Iteration 22Q (6238.500000 sec): 3 clusters
  Score: Raw -493854.672624 + Penalty 2757.987452 = -491096.685173
  nChanged 46
		SP:Iteration 23Q (6238.510000 sec): 3 clusters
  Score: Raw -493871.574104 + Penalty 2757.987452 = -491113.586653
  nChanged 46
		SP:Iteration 24Q (6238.520000 sec): 3 clusters
  Score: Raw -493888.490835 + Penalty 2757.987452 = -491130.503383
  nChanged 52
		SP:Iteration 25Q (6238.540000 sec): 3 clusters
  Score: Raw -493910.290137 + Penalty 2757.987452 = -491152.302686
  nChanged 55
		SP:Iteration 26Q (6238.550000 sec): 3 clusters
  Score: Raw -493934.163980 + Penalty 2757.987452 = -491176.176528
  nChanged 46
		SP:Iteration 27Q (6238.560000 sec): 3 clusters
  Score: Raw -493958.178547 + Penalty 2757.987452 = -491200.191095
  nChanged 40
		SP:Iteration 28Q (6238.580000 sec): 3 clusters
  Score: Raw -493975.154406 + Penalty 2757.987452 = -491217.166954
  nChanged 35
		SP:Iteration 29Q (6238.600000 sec): 3 clusters
  Score: Raw -493990.384972 + Penalty 2757.987452 = -491232.397520
  nChanged 31
		SP:Iteration 30Q (6238.610000 sec): 3 clusters
  Score: Raw -494003.821415 + Penalty 2757.987452 = -491245.833963
  nChanged 27
		SP:Iteration 31Q (6238.620000 sec): 3 clusters
  Score: Raw -494016.039178 + Penalty 2757.987452 = -491258.051726
  nChanged 32
		SP:Iteration 32Q (6238.630000 sec): 3 clusters
  Score: Raw -494029.586067 + Penalty 2757.987452 = -491271.598615
  nChanged 29
		SP:Iteration 33Q (6238.640000 sec): 3 clusters
  Score: Raw -494044.593817 + Penalty 2757.987452 = -491286.606365
  nChanged 28
		SP:Iteration 34Q (6238.660000 sec): 3 clusters
  Score: Raw -494058.015938 + Penalty 2757.987452 = -491300.028486
  nChanged 37
		SP:Iteration 35Q (6238.670000 sec): 3 clusters
  Score: Raw -494076.779723 + Penalty 2757.987452 = -491318.792272
  nChanged 29
		SP:Iteration 36Q (6238.680000 sec): 3 clusters
  Score: Raw -494091.946643 + Penalty 2757.987452 = -491333.959191
  nChanged 22
		SP:Iteration 37Q (6238.700000 sec): 3 clusters
  Score: Raw -494102.171414 + Penalty 2757.987452 = -491344.183962
  nChanged 14
		SP:Iteration 38Q (6238.710000 sec): 3 clusters
  Score: Raw -494108.375819 + Penalty 2757.987452 = -491350.388367
  nChanged 14
		SP:Iteration 39Q (6238.720000 sec): 3 clusters
  Score: Raw -494113.801210 + Penalty 2757.987452 = -491355.813758
  nChanged 14
		SP:Iteration 40F (6238.730000 sec): 3 clusters
  Score: Raw -494119.529355 + Penalty 2757.987452 = -491361.541903
  nChanged 13
		SP:Iteration 41Q (6238.740000 sec): 3 clusters
  Score: Raw -494126.980344 + Penalty 2757.987452 = -491368.992892
  nChanged 11
		SP:Iteration 42Q (6238.760000 sec): 3 clusters
  Score: Raw -494132.664879 + Penalty 2757.987452 = -491374.677428
  nChanged 11
		SP:Iteration 43Q (6238.770000 sec): 3 clusters
  Score: Raw -494137.460178 + Penalty 2757.987452 = -491379.472727
  nChanged 7
		SP:Iteration 44Q (6238.780000 sec): 3 clusters
  Score: Raw -494141.916168 + Penalty 2757.987452 = -491383.928716
  nChanged 6
		SP:Iteration 45Q (6238.790000 sec): 3 clusters
  Score: Raw -494145.778235 + Penalty 2757.987452 = -491387.790784
  nChanged 13
		SP:Iteration 46Q (6238.800000 sec): 3 clusters
  Score: Raw -494153.668404 + Penalty 2757.987452 = -491395.680953
  nChanged 7
		SP:Iteration 47Q (6238.820000 sec): 3 clusters
  Score: Raw -494157.986194 + Penalty 2757.987452 = -491399.998742
  nChanged 9
		SP:Iteration 48Q (6238.830000 sec): 3 clusters
  Score: Raw -494165.220040 + Penalty 2757.987452 = -491407.232589
  nChanged 9
		SP:Iteration 49Q (6238.840000 sec): 3 clusters
  Score: Raw -494171.628108 + Penalty 2757.987452 = -491413.640656
  nChanged 9
		SP:Iteration 50Q (6238.850000 sec): 3 clusters
  Score: Raw -494178.562441 + Penalty 2757.987452 = -491420.574989
  nChanged 13
		SP:Iteration 51Q (6238.860000 sec): 3 clusters
  Score: Raw -494186.450419 + Penalty 2757.987452 = -491428.462968
  nChanged 8
		SP:Iteration 52Q (6238.880000 sec): 3 clusters
  Score: Raw -494192.516439 + Penalty 2757.987452 = -491434.528987
  nChanged 12
		SP:Iteration 53Q (6238.890000 sec): 3 clusters
  Score: Raw -494198.714913 + Penalty 2757.987452 = -491440.727461
  nChanged 10
		SP:Iteration 54Q (6238.900000 sec): 3 clusters
  Score: Raw -494202.010311 + Penalty 2757.987452 = -491444.022859
  nChanged 5
		SP:Iteration 55Q (6238.910000 sec): 3 clusters
  Score: Raw -494204.397895 + Penalty 2757.987452 = -491446.410444
  nChanged 2
		SP:Iteration 56Q (6238.920000 sec): 3 clusters
  Score: Raw -494205.180738 + Penalty 2757.987452 = -491447.193286
  nChanged 3
		SP:Iteration 57Q (6238.940000 sec): 3 clusters
  Score: Raw -494207.046647 + Penalty 2757.987452 = -491449.059196
  nChanged 3
		SP:Iteration 58Q (6238.950000 sec): 3 clusters
  Score: Raw -494208.259817 + Penalty 2757.987452 = -491450.272365
  nChanged 2
		SP:Iteration 59Q (6238.960000 sec): 3 clusters
  Score: Raw -494208.724887 + Penalty 2757.987452 = -491450.737436
  nChanged 0
		SP:Iteration 60F (6238.980000 sec): 3 clusters
  Score: Raw -494208.724887 + Penalty 2757.987452 = -491450.737436
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6238.980000 sec): 2 clusters
  Score: Raw -183669.340183 + Penalty 1216.665725 = -182452.674458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6238.990000 sec): 3 clusters
  Score: Raw -182927.810304 + Penalty 2433.331451 = -180494.478853
  nChanged 624
		SP:Iteration 1F (6239.000000 sec): 3 clusters
  Score: Raw -183363.344660 + Penalty 2433.331451 = -180930.013210
  nChanged 137
		SP:Iteration 2F (6239.000000 sec): 3 clusters
  Score: Raw -183468.175808 + Penalty 2433.331451 = -181034.844358
  nChanged 70
		SP:Iteration 3Q (6239.000000 sec): 3 clusters
  Score: Raw -183522.583934 + Penalty 2433.331451 = -181089.252483
  nChanged 49
		SP:Iteration 4Q (6239.010000 sec): 3 clusters
  Score: Raw -183553.849912 + Penalty 2433.331451 = -181120.518461
  nChanged 31
		SP:Iteration 5Q (6239.010000 sec): 3 clusters
  Score: Raw -183578.035498 + Penalty 2433.331451 = -181144.704048
  nChanged 22
		SP:Iteration 6Q (6239.020000 sec): 3 clusters
  Score: Raw -183590.433744 + Penalty 2433.331451 = -181157.102293
  nChanged 11
		SP:Iteration 7Q (6239.020000 sec): 3 clusters
  Score: Raw -183598.465994 + Penalty 2433.331451 = -181165.134544
  nChanged 13
		SP:Iteration 8Q (6239.020000 sec): 3 clusters
  Score: Raw -183605.741435 + Penalty 2433.331451 = -181172.409984
  nChanged 16
		SP:Iteration 9Q (6239.030000 sec): 3 clusters
  Score: Raw -183616.564557 + Penalty 2433.331451 = -181183.233107
  nChanged 10
		SP:Iteration 10Q (6239.040000 sec): 3 clusters
  Score: Raw -183623.816979 + Penalty 2433.331451 = -181190.485529
  nChanged 13
		SP:Iteration 11Q (6239.040000 sec): 3 clusters
  Score: Raw -183630.641293 + Penalty 2433.331451 = -181197.309842
  nChanged 9
		SP:Iteration 12Q (6239.040000 sec): 3 clusters
  Score: Raw -183634.393956 + Penalty 2433.331451 = -181201.062506
  nChanged 4
		SP:Iteration 13Q (6239.050000 sec): 3 clusters
  Score: Raw -183635.824573 + Penalty 2433.331451 = -181202.493122
  nChanged 3
		SP:Iteration 14Q (6239.050000 sec): 3 clusters
  Score: Raw -183636.809082 + Penalty 2433.331451 = -181203.477632
  nChanged 3
		SP:Iteration 15Q (6239.060000 sec): 3 clusters
  Score: Raw -183638.363756 + Penalty 2433.331451 = -181205.032305
  nChanged 3
		SP:Iteration 16Q (6239.060000 sec): 3 clusters
  Score: Raw -183639.322116 + Penalty 2433.331451 = -181205.990665
  nChanged 0
		SP:Iteration 17F (6239.060000 sec): 3 clusters
  Score: Raw -183639.322116 + Penalty 2433.331451 = -181205.990665
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6239.080000 sec): 2 clusters
  Score: Raw -280711.762609 + Penalty 1304.941554 = -279406.821056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6239.090000 sec): 3 clusters
  Score: Raw -279307.897918 + Penalty 2609.883108 = -276698.014810
  nChanged 1197
		SP:Iteration 1F (6239.100000 sec): 3 clusters
  Score: Raw -280216.497515 + Penalty 2609.883108 = -277606.614407
  nChanged 283
		SP:Iteration 2F (6239.100000 sec): 3 clusters
  Score: Raw -280521.254599 + Penalty 2609.883108 = -277911.371492
  nChanged 235
		SP:Iteration 3F (6239.110000 sec): 3 clusters
  Score: Raw -280751.976444 + Penalty 2609.883108 = -278142.093336
  nChanged 176
		SP:Iteration 4F (6239.120000 sec): 3 clusters
  Score: Raw -280915.050807 + Penalty 2609.883108 = -278305.167699
  nChanged 152
		SP:Iteration 5Q (6239.130000 sec): 3 clusters
  Score: Raw -281060.795130 + Penalty 2609.883108 = -278450.912022
  nChanged 147
		SP:Iteration 6Q (6239.140000 sec): 3 clusters
  Score: Raw -281187.221877 + Penalty 2609.883108 = -278577.338769
  nChanged 133
		SP:Iteration 7Q (6239.140000 sec): 3 clusters
  Score: Raw -281301.095031 + Penalty 2609.883108 = -278691.211923
  nChanged 116
		SP:Iteration 8Q (6239.150000 sec): 3 clusters
  Score: Raw -281391.456166 + Penalty 2609.883108 = -278781.573058
  nChanged 78
		SP:Iteration 9Q (6239.160000 sec): 3 clusters
  Score: Raw -281445.382615 + Penalty 2609.883108 = -278835.499507
  nChanged 60
		SP:Iteration 10Q (6239.160000 sec): 3 clusters
  Score: Raw -281481.803394 + Penalty 2609.883108 = -278871.920286
  nChanged 40
		SP:Iteration 11Q (6239.170000 sec): 3 clusters
  Score: Raw -281498.473176 + Penalty 2609.883108 = -278888.590068
  nChanged 25
		SP:Iteration 12Q (6239.180000 sec): 3 clusters
  Score: Raw -281509.753178 + Penalty 2609.883108 = -278899.870070
  nChanged 22
		SP:Iteration 13Q (6239.190000 sec): 3 clusters
  Score: Raw -281520.715321 + Penalty 2609.883108 = -278910.832213
  nChanged 17
		SP:Iteration 14Q (6239.200000 sec): 3 clusters
  Score: Raw -281529.153863 + Penalty 2609.883108 = -278919.270756
  nChanged 8
		SP:Iteration 15Q (6239.200000 sec): 3 clusters
  Score: Raw -281531.593874 + Penalty 2609.883108 = -278921.710766
  nChanged 7
		SP:Iteration 16Q (6239.210000 sec): 3 clusters
  Score: Raw -281532.983390 + Penalty 2609.883108 = -278923.100283
  nChanged 5
		SP:Iteration 17Q (6239.220000 sec): 3 clusters
  Score: Raw -281535.387112 + Penalty 2609.883108 = -278925.504005
  nChanged 5
		SP:Iteration 18Q (6239.220000 sec): 3 clusters
  Score: Raw -281537.110481 + Penalty 2609.883108 = -278927.227374
  nChanged 4
		SP:Iteration 19Q (6239.230000 sec): 3 clusters
  Score: Raw -281538.082230 + Penalty 2609.883108 = -278928.199122
  nChanged 3
		SP:Iteration 20F (6239.240000 sec): 3 clusters
  Score: Raw -281539.104515 + Penalty 2609.883108 = -278929.221408
  nChanged 3
		SP:Iteration 21Q (6239.250000 sec): 3 clusters
  Score: Raw -281540.701798 + Penalty 2609.883108 = -278930.818691
  nChanged 5
		SP:Iteration 22Q (6239.250000 sec): 3 clusters
  Score: Raw -281542.275565 + Penalty 2609.883108 = -278932.392457
  nChanged 3
		SP:Iteration 23Q (6239.260000 sec): 3 clusters
  Score: Raw -281542.890339 + Penalty 2609.883108 = -278933.007232
  nChanged 2
		SP:Iteration 24Q (6239.270000 sec): 3 clusters
  Score: Raw -281543.466294 + Penalty 2609.883108 = -278933.583186
  nChanged 2
		SP:Iteration 25Q (6239.280000 sec): 3 clusters
  Score: Raw -281544.335248 + Penalty 2609.883108 = -278934.452141
  nChanged 0
		SP:Iteration 26F (6239.280000 sec): 3 clusters
  Score: Raw -281544.335248 + Penalty 2609.883108 = -278934.452141
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6239.520000 sec): 2 clusters
  Score: Raw -6981736.457433 + Penalty 1808.728940 = -6979927.728493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6239.710000 sec): 3 clusters
  Score: Raw -6938007.537549 + Penalty 3617.457880 = -6934390.079669
  nChanged 32321
		SP:Iteration 1F (6239.900000 sec): 3 clusters
  Score: Raw -6956148.166989 + Penalty 3617.457880 = -6952530.709109
  nChanged 2207
		SP:Iteration 2Q (6240.090000 sec): 3 clusters
  Score: Raw -6956637.942711 + Penalty 3617.457880 = -6953020.484831
  nChanged 2177
		SP:Iteration 3Q (6240.280000 sec): 3 clusters
  Score: Raw -6957138.298062 + Penalty 3617.457880 = -6953520.840182
  nChanged 2225
		SP:Iteration 4Q (6240.480000 sec): 3 clusters
  Score: Raw -6957694.616500 + Penalty 3617.457880 = -6954077.158620
  nChanged 2409
		SP:Iteration 5Q (6240.670000 sec): 3 clusters
  Score: Raw -6958415.954336 + Penalty 3617.457880 = -6954798.496457
  nChanged 2784
		SP:Iteration 6Q (6240.860000 sec): 3 clusters
  Score: Raw -6959393.017618 + Penalty 3617.457880 = -6955775.559738
  nChanged 3281
		SP:Iteration 7Q (6241.060000 sec): 3 clusters
  Score: Raw -6960757.570985 + Penalty 3617.457880 = -6957140.113105
  nChanged 3806
		SP:Iteration 8F (6241.250000 sec): 3 clusters
  Score: Raw -6962628.056374 + Penalty 3617.457880 = -6959010.598494
  nChanged 4352
		SP:Iteration 9F (6241.440000 sec): 3 clusters
  Score: Raw -6965154.998010 + Penalty 3617.457880 = -6961537.540131
  nChanged 4486
		SP:Iteration 10F (6241.620000 sec): 3 clusters
  Score: Raw -6968102.109951 + Penalty 3617.457880 = -6964484.652072
  nChanged 4417
		SP:Iteration 11F (6241.800000 sec): 3 clusters
  Score: Raw -6971333.186749 + Penalty 3617.457880 = -6967715.728870
  nChanged 4036
		SP:Iteration 12F (6241.990000 sec): 3 clusters
  Score: Raw -6974608.433576 + Penalty 3617.457880 = -6970990.975696
  nChanged 3342
		SP:Iteration 13Q (6242.180000 sec): 3 clusters
  Score: Raw -6977543.322468 + Penalty 3617.457880 = -6973925.864588
  nChanged 2305
		SP:Iteration 14Q (6242.360000 sec): 3 clusters
  Score: Raw -6979674.613323 + Penalty 3617.457880 = -6976057.155444
  nChanged 1338
		SP:Iteration 15Q (6242.540000 sec): 3 clusters
  Score: Raw -6980899.158471 + Penalty 3617.457880 = -6977281.700591
  nChanged 615
		SP:Iteration 16Q (6242.690000 sec): 3 clusters
  Score: Raw -6981442.388919 + Penalty 3617.457880 = -6977824.931039
  nChanged 266
		SP:Iteration 17Q (6242.840000 sec): 3 clusters
  Score: Raw -6981676.602290 + Penalty 3617.457880 = -6978059.144411
  nChanged 124
		SP:Iteration 18Q (6242.980000 sec): 3 clusters
  Score: Raw -6981799.409995 + Penalty 3617.457880 = -6978181.952115
  nChanged 59
		SP:Iteration 19Q (6243.110000 sec): 3 clusters
  Score: Raw -6981873.340841 + Penalty 3617.457880 = -6978255.882961
  nChanged 33
		SP:Iteration 20F (6243.290000 sec): 3 clusters
  Score: Raw -6981913.482375 + Penalty 3617.457880 = -6978296.024495
  nChanged 32
		SP:Iteration 21Q (6243.420000 sec): 3 clusters
  Score: Raw -6981952.666993 + Penalty 3617.457880 = -6978335.209114
  nChanged 22
		SP:Iteration 22Q (6243.550000 sec): 3 clusters
  Score: Raw -6981979.630551 + Penalty 3617.457880 = -6978362.172672
  nChanged 14
		SP:Iteration 23Q (6243.690000 sec): 3 clusters
  Score: Raw -6981992.864022 + Penalty 3617.457880 = -6978375.406142
  nChanged 7
		SP:Iteration 24Q (6243.820000 sec): 3 clusters
  Score: Raw -6981998.733654 + Penalty 3617.457880 = -6978381.275775
  nChanged 7
		SP:Iteration 25Q (6243.950000 sec): 3 clusters
  Score: Raw -6982004.381246 + Penalty 3617.457880 = -6978386.923366
  nChanged 5
		SP:Iteration 26Q (6244.080000 sec): 3 clusters
  Score: Raw -6982011.812115 + Penalty 3617.457880 = -6978394.354235
  nChanged 3
		SP:Iteration 27Q (6244.210000 sec): 3 clusters
  Score: Raw -6982013.949118 + Penalty 3617.457880 = -6978396.491238
  nChanged 0
		SP:Iteration 28F (6244.400000 sec): 3 clusters
  Score: Raw -6982013.949118 + Penalty 3617.457880 = -6978396.491238
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6244.470000 sec): 2 clusters
  Score: Raw -178392.354589 + Penalty 1255.581221 = -177136.773369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6244.480000 sec): 3 clusters
  Score: Raw -177385.269281 + Penalty 2511.162441 = -174874.106840
  nChanged 838
		SP:Iteration 1F (6244.480000 sec): 3 clusters
  Score: Raw -178027.281647 + Penalty 2511.162441 = -175516.119206
  nChanged 239
		SP:Iteration 2F (6244.490000 sec): 3 clusters
  Score: Raw -178286.333794 + Penalty 2511.162441 = -175775.171353
  nChanged 179
		SP:Iteration 3F (6244.490000 sec): 3 clusters
  Score: Raw -178484.084083 + Penalty 2511.162441 = -175972.921642
  nChanged 139
		SP:Iteration 4F (6244.500000 sec): 3 clusters
  Score: Raw -178657.674100 + Penalty 2511.162441 = -176146.511659
  nChanged 133
		SP:Iteration 5F (6244.510000 sec): 3 clusters
  Score: Raw -178824.068635 + Penalty 2511.162441 = -176312.906194
  nChanged 114
		SP:Iteration 6F (6244.510000 sec): 3 clusters
  Score: Raw -178939.218097 + Penalty 2511.162441 = -176428.055655
  nChanged 87
		SP:Iteration 7Q (6244.520000 sec): 3 clusters
  Score: Raw -179020.646552 + Penalty 2511.162441 = -176509.484111
  nChanged 59
		SP:Iteration 8Q (6244.520000 sec): 3 clusters
  Score: Raw -179071.121233 + Penalty 2511.162441 = -176559.958792
  nChanged 52
		SP:Iteration 9Q (6244.530000 sec): 3 clusters
  Score: Raw -179121.374192 + Penalty 2511.162441 = -176610.211751
  nChanged 51
		SP:Iteration 10Q (6244.530000 sec): 3 clusters
  Score: Raw -179162.392745 + Penalty 2511.162441 = -176651.230304
  nChanged 37
		SP:Iteration 11Q (6244.540000 sec): 3 clusters
  Score: Raw -179186.973451 + Penalty 2511.162441 = -176675.811010
  nChanged 31
		SP:Iteration 12Q (6244.540000 sec): 3 clusters
  Score: Raw -179213.739417 + Penalty 2511.162441 = -176702.576976
  nChanged 28
		SP:Iteration 13Q (6244.550000 sec): 3 clusters
  Score: Raw -179231.904007 + Penalty 2511.162441 = -176720.741566
  nChanged 29
		SP:Iteration 14Q (6244.550000 sec): 3 clusters
  Score: Raw -179255.712021 + Penalty 2511.162441 = -176744.549580
  nChanged 22
		SP:Iteration 15Q (6244.560000 sec): 3 clusters
  Score: Raw -179272.707378 + Penalty 2511.162441 = -176761.544937
  nChanged 17
		SP:Iteration 16Q (6244.570000 sec): 3 clusters
  Score: Raw -179283.528255 + Penalty 2511.162441 = -176772.365814
  nChanged 13
		SP:Iteration 17Q (6244.570000 sec): 3 clusters
  Score: Raw -179295.966067 + Penalty 2511.162441 = -176784.803626
  nChanged 21
		SP:Iteration 18Q (6244.570000 sec): 3 clusters
  Score: Raw -179311.437551 + Penalty 2511.162441 = -176800.275110
  nChanged 17
		SP:Iteration 19Q (6244.580000 sec): 3 clusters
  Score: Raw -179323.720533 + Penalty 2511.162441 = -176812.558092
  nChanged 13
		SP:Iteration 20F (6244.590000 sec): 3 clusters
  Score: Raw -179334.745171 + Penalty 2511.162441 = -176823.582730
  nChanged 14
		SP:Iteration 21Q (6244.590000 sec): 3 clusters
  Score: Raw -179344.430440 + Penalty 2511.162441 = -176833.267999
  nChanged 18
		SP:Iteration 22Q (6244.590000 sec): 3 clusters
  Score: Raw -179356.247475 + Penalty 2511.162441 = -176845.085034
  nChanged 18
		SP:Iteration 23Q (6244.600000 sec): 3 clusters
  Score: Raw -179377.349502 + Penalty 2511.162441 = -176866.187061
  nChanged 29
		SP:Iteration 24Q (6244.600000 sec): 3 clusters
  Score: Raw -179420.667316 + Penalty 2511.162441 = -176909.504875
  nChanged 37
		SP:Iteration 25Q (6244.610000 sec): 3 clusters
  Score: Raw -179486.172822 + Penalty 2511.162441 = -176975.010380
  nChanged 48
		SP:Iteration 26Q (6244.610000 sec): 3 clusters
  Score: Raw -179553.083731 + Penalty 2511.162441 = -177041.921289
  nChanged 40
		SP:Iteration 27Q (6244.620000 sec): 3 clusters
  Score: Raw -179595.300113 + Penalty 2511.162441 = -177084.137672
  nChanged 38
		SP:Iteration 28Q (6244.620000 sec): 3 clusters
  Score: Raw -179630.945875 + Penalty 2511.162441 = -177119.783433
  nChanged 34
		SP:Iteration 29Q (6244.630000 sec): 3 clusters
  Score: Raw -179671.724258 + Penalty 2511.162441 = -177160.561817
  nChanged 33
		SP:Iteration 30Q (6244.630000 sec): 3 clusters
  Score: Raw -179718.969473 + Penalty 2511.162441 = -177207.807032
  nChanged 22
		SP:Iteration 31Q (6244.640000 sec): 3 clusters
  Score: Raw -179756.169755 + Penalty 2511.162441 = -177245.007314
  nChanged 27
		SP:Iteration 32Q (6244.640000 sec): 3 clusters
  Score: Raw -179792.570764 + Penalty 2511.162441 = -177281.408323
  nChanged 18
		SP:Iteration 33Q (6244.650000 sec): 3 clusters
  Score: Raw -179811.720486 + Penalty 2511.162441 = -177300.558044
  nChanged 8
		SP:Iteration 34Q (6244.650000 sec): 3 clusters
  Score: Raw -179816.260141 + Penalty 2511.162441 = -177305.097700
  nChanged 3
		SP:Iteration 35Q (6244.650000 sec): 3 clusters
  Score: Raw -179816.982468 + Penalty 2511.162441 = -177305.820027
  nChanged 0
		SP:Iteration 36F (6244.660000 sec): 3 clusters
  Score: Raw -179816.982468 + Penalty 2511.162441 = -177305.820027
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6244.670000 sec): 2 clusters
  Score: Raw -260341.375208 + Penalty 1294.005710 = -259047.369499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6244.680000 sec): 3 clusters
  Score: Raw -259003.325100 + Penalty 2588.011419 = -256415.313681
  nChanged 1062
		SP:Iteration 1F (6244.690000 sec): 3 clusters
  Score: Raw -259639.797537 + Penalty 2588.011419 = -257051.786118
  nChanged 266
		SP:Iteration 2F (6244.700000 sec): 3 clusters
  Score: Raw -259853.767752 + Penalty 2588.011419 = -257265.756333
  nChanged 204
		SP:Iteration 3F (6244.710000 sec): 3 clusters
  Score: Raw -260062.989679 + Penalty 2588.011419 = -257474.978260
  nChanged 197
		SP:Iteration 4F (6244.710000 sec): 3 clusters
  Score: Raw -260294.096541 + Penalty 2588.011419 = -257706.085122
  nChanged 196
		SP:Iteration 5F (6244.720000 sec): 3 clusters
  Score: Raw -260537.735161 + Penalty 2588.011419 = -257949.723742
  nChanged 190
		SP:Iteration 6F (6244.730000 sec): 3 clusters
  Score: Raw -260734.288470 + Penalty 2588.011419 = -258146.277051
  nChanged 131
		SP:Iteration 7Q (6244.730000 sec): 3 clusters
  Score: Raw -260865.837648 + Penalty 2588.011419 = -258277.826228
  nChanged 101
		SP:Iteration 8Q (6244.740000 sec): 3 clusters
  Score: Raw -260955.592856 + Penalty 2588.011419 = -258367.581437
  nChanged 81
		SP:Iteration 9Q (6244.750000 sec): 3 clusters
  Score: Raw -261024.614500 + Penalty 2588.011419 = -258436.603081
  nChanged 66
		SP:Iteration 10Q (6244.760000 sec): 3 clusters
  Score: Raw -261069.705075 + Penalty 2588.011419 = -258481.693656
  nChanged 42
		SP:Iteration 11Q (6244.760000 sec): 3 clusters
  Score: Raw -261098.188935 + Penalty 2588.011419 = -258510.177516
  nChanged 32
		SP:Iteration 12Q (6244.770000 sec): 3 clusters
  Score: Raw -261117.514134 + Penalty 2588.011419 = -258529.502715
  nChanged 19
		SP:Iteration 13Q (6244.780000 sec): 3 clusters
  Score: Raw -261125.836217 + Penalty 2588.011419 = -258537.824798
  nChanged 11
		SP:Iteration 14Q (6244.780000 sec): 3 clusters
  Score: Raw -261130.863029 + Penalty 2588.011419 = -258542.851610
  nChanged 12
		SP:Iteration 15Q (6244.790000 sec): 3 clusters
  Score: Raw -261137.604610 + Penalty 2588.011419 = -258549.593191
  nChanged 12
		SP:Iteration 16Q (6244.800000 sec): 3 clusters
  Score: Raw -261141.700033 + Penalty 2588.011419 = -258553.688614
  nChanged 9
		SP:Iteration 17Q (6244.800000 sec): 3 clusters
  Score: Raw -261144.673654 + Penalty 2588.011419 = -258556.662234
  nChanged 8
		SP:Iteration 18Q (6244.810000 sec): 3 clusters
  Score: Raw -261147.243246 + Penalty 2588.011419 = -258559.231827
  nChanged 3
		SP:Iteration 19Q (6244.820000 sec): 3 clusters
  Score: Raw -261148.864340 + Penalty 2588.011419 = -258560.852921
  nChanged 2
		SP:Iteration 20F (6244.830000 sec): 3 clusters
  Score: Raw -261149.527064 + Penalty 2588.011419 = -258561.515645
  nChanged 2
		SP:Iteration 21Q (6244.830000 sec): 3 clusters
  Score: Raw -261150.254606 + Penalty 2588.011419 = -258562.243187
  nChanged 2
		SP:Iteration 22Q (6244.840000 sec): 3 clusters
  Score: Raw -261150.862288 + Penalty 2588.011419 = -258562.850869
  nChanged 2
		SP:Iteration 23Q (6244.850000 sec): 3 clusters
  Score: Raw -261151.820148 + Penalty 2588.011419 = -258563.808729
  nChanged 4
		SP:Iteration 24Q (6244.850000 sec): 3 clusters
  Score: Raw -261152.694040 + Penalty 2588.011419 = -258564.682621
  nChanged 1
		SP:Iteration 25Q (6244.860000 sec): 3 clusters
  Score: Raw -261152.869508 + Penalty 2588.011419 = -258564.858089
  nChanged 1
		SP:Iteration 26Q (6244.870000 sec): 3 clusters
  Score: Raw -261152.988453 + Penalty 2588.011419 = -258564.977033
  nChanged 0
		SP:Iteration 27F (6244.870000 sec): 3 clusters
  Score: Raw -261152.988453 + Penalty 2588.011419 = -258564.977033
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6244.900000 sec): 2 clusters
  Score: Raw -509553.586892 + Penalty 1393.818906 = -508159.767986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6244.910000 sec): 3 clusters
  Score: Raw -506740.246351 + Penalty 2787.637812 = -503952.608539
  nChanged 2171
		SP:Iteration 1F (6244.920000 sec): 3 clusters
  Score: Raw -507970.775661 + Penalty 2787.637812 = -505183.137849
  nChanged 374
		SP:Iteration 2F (6244.940000 sec): 3 clusters
  Score: Raw -508184.077017 + Penalty 2787.637812 = -505396.439205
  nChanged 315
		SP:Iteration 3F (6244.950000 sec): 3 clusters
  Score: Raw -508382.954900 + Penalty 2787.637812 = -505595.317088
  nChanged 292
		SP:Iteration 4F (6244.970000 sec): 3 clusters
  Score: Raw -508552.675046 + Penalty 2787.637812 = -505765.037234
  nChanged 221
		SP:Iteration 5Q (6244.980000 sec): 3 clusters
  Score: Raw -508704.670578 + Penalty 2787.637812 = -505917.032766
  nChanged 225
		SP:Iteration 6Q (6244.990000 sec): 3 clusters
  Score: Raw -508886.832547 + Penalty 2787.637812 = -506099.194735
  nChanged 224
		SP:Iteration 7Q (6245.010000 sec): 3 clusters
  Score: Raw -509049.325085 + Penalty 2787.637812 = -506261.687273
  nChanged 222
		SP:Iteration 8Q (6245.020000 sec): 3 clusters
  Score: Raw -509200.135785 + Penalty 2787.637812 = -506412.497973
  nChanged 192
		SP:Iteration 9Q (6245.030000 sec): 3 clusters
  Score: Raw -509343.044450 + Penalty 2787.637812 = -506555.406638
  nChanged 186
		SP:Iteration 10Q (6245.040000 sec): 3 clusters
  Score: Raw -509505.268647 + Penalty 2787.637812 = -506717.630834
  nChanged 180
		SP:Iteration 11Q (6245.060000 sec): 3 clusters
  Score: Raw -509665.002287 + Penalty 2787.637812 = -506877.364474
  nChanged 172
		SP:Iteration 12Q (6245.070000 sec): 3 clusters
  Score: Raw -509793.219633 + Penalty 2787.637812 = -507005.581821
  nChanged 156
		SP:Iteration 13Q (6245.080000 sec): 3 clusters
  Score: Raw -509908.272801 + Penalty 2787.637812 = -507120.634989
  nChanged 132
		SP:Iteration 14Q (6245.090000 sec): 3 clusters
  Score: Raw -509985.737306 + Penalty 2787.637812 = -507198.099493
  nChanged 90
		SP:Iteration 15Q (6245.110000 sec): 3 clusters
  Score: Raw -510038.130267 + Penalty 2787.637812 = -507250.492454
  nChanged 76
		SP:Iteration 16Q (6245.120000 sec): 3 clusters
  Score: Raw -510078.047110 + Penalty 2787.637812 = -507290.409298
  nChanged 63
		SP:Iteration 17Q (6245.130000 sec): 3 clusters
  Score: Raw -510121.396704 + Penalty 2787.637812 = -507333.758892
  nChanged 67
		SP:Iteration 18Q (6245.150000 sec): 3 clusters
  Score: Raw -510165.407591 + Penalty 2787.637812 = -507377.769779
  nChanged 69
		SP:Iteration 19Q (6245.160000 sec): 3 clusters
  Score: Raw -510219.642042 + Penalty 2787.637812 = -507432.004230
  nChanged 83
		SP:Iteration 20F (6245.170000 sec): 3 clusters
  Score: Raw -510284.703414 + Penalty 2787.637812 = -507497.065602
  nChanged 80
		SP:Iteration 21Q (6245.180000 sec): 3 clusters
  Score: Raw -510371.407399 + Penalty 2787.637812 = -507583.769587
  nChanged 88
		SP:Iteration 22Q (6245.190000 sec): 3 clusters
  Score: Raw -510517.701219 + Penalty 2787.637812 = -507730.063407
  nChanged 88
		SP:Iteration 23Q (6245.210000 sec): 3 clusters
  Score: Raw -510644.076315 + Penalty 2787.637812 = -507856.438503
  nChanged 63
		SP:Iteration 24Q (6245.220000 sec): 3 clusters
  Score: Raw -510693.628580 + Penalty 2787.637812 = -507905.990768
  nChanged 41
		SP:Iteration 25Q (6245.230000 sec): 3 clusters
  Score: Raw -510712.982548 + Penalty 2787.637812 = -507925.344736
  nChanged 22
		SP:Iteration 26Q (6245.240000 sec): 3 clusters
  Score: Raw -510721.637935 + Penalty 2787.637812 = -507934.000123
  nChanged 17
		SP:Iteration 27Q (6245.250000 sec): 3 clusters
  Score: Raw -510727.875626 + Penalty 2787.637812 = -507940.237814
  nChanged 17
		SP:Iteration 28Q (6245.270000 sec): 3 clusters
  Score: Raw -510731.632501 + Penalty 2787.637812 = -507943.994688
  nChanged 6
		SP:Iteration 29Q (6245.270000 sec): 3 clusters
  Score: Raw -510733.336982 + Penalty 2787.637812 = -507945.699170
  nChanged 2
		SP:Iteration 30Q (6245.290000 sec): 3 clusters
  Score: Raw -510733.576257 + Penalty 2787.637812 = -507945.938445
  nChanged 0
		SP:Iteration 31F (6245.300000 sec): 3 clusters
  Score: Raw -510733.576257 + Penalty 2787.637812 = -507945.938445
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6245.320000 sec): 2 clusters
  Score: Raw -462548.873108 + Penalty 1368.718408 = -461180.154700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6245.330000 sec): 3 clusters
  Score: Raw -460273.227489 + Penalty 2737.436816 = -457535.790673
  nChanged 1760
		SP:Iteration 1F (6245.340000 sec): 3 clusters
  Score: Raw -461216.047049 + Penalty 2737.436816 = -458478.610232
  nChanged 309
		SP:Iteration 2F (6245.350000 sec): 3 clusters
  Score: Raw -461366.793600 + Penalty 2737.436816 = -458629.356783
  nChanged 220
		SP:Iteration 3Q (6245.360000 sec): 3 clusters
  Score: Raw -461475.714504 + Penalty 2737.436816 = -458738.277687
  nChanged 173
		SP:Iteration 4Q (6245.370000 sec): 3 clusters
  Score: Raw -461560.309995 + Penalty 2737.436816 = -458822.873178
  nChanged 151
		SP:Iteration 5Q (6245.390000 sec): 3 clusters
  Score: Raw -461636.742452 + Penalty 2737.436816 = -458899.305636
  nChanged 131
		SP:Iteration 6Q (6245.400000 sec): 3 clusters
  Score: Raw -461700.015136 + Penalty 2737.436816 = -458962.578319
  nChanged 122
		SP:Iteration 7Q (6245.410000 sec): 3 clusters
  Score: Raw -461759.693765 + Penalty 2737.436816 = -459022.256949
  nChanged 113
		SP:Iteration 8Q (6245.420000 sec): 3 clusters
  Score: Raw -461811.676847 + Penalty 2737.436816 = -459074.240031
  nChanged 103
		SP:Iteration 9Q (6245.430000 sec): 3 clusters
  Score: Raw -461872.910329 + Penalty 2737.436816 = -459135.473513
  nChanged 105
		SP:Iteration 10Q (6245.440000 sec): 3 clusters
  Score: Raw -461935.745166 + Penalty 2737.436816 = -459198.308349
  nChanged 113
		SP:Iteration 11Q (6245.450000 sec): 3 clusters
  Score: Raw -462006.177460 + Penalty 2737.436816 = -459268.740644
  nChanged 125
		SP:Iteration 12Q (6245.470000 sec): 3 clusters
  Score: Raw -462088.819337 + Penalty 2737.436816 = -459351.382521
  nChanged 118
		SP:Iteration 13Q (6245.480000 sec): 3 clusters
  Score: Raw -462160.986574 + Penalty 2737.436816 = -459423.549758
  nChanged 116
		SP:Iteration 14Q (6245.490000 sec): 3 clusters
  Score: Raw -462243.973129 + Penalty 2737.436816 = -459506.536313
  nChanged 118
		SP:Iteration 15Q (6245.500000 sec): 3 clusters
  Score: Raw -462339.864700 + Penalty 2737.436816 = -459602.427884
  nChanged 103
		SP:Iteration 16Q (6245.510000 sec): 3 clusters
  Score: Raw -462430.597939 + Penalty 2737.436816 = -459693.161123
  nChanged 96
		SP:Iteration 17Q (6245.520000 sec): 3 clusters
  Score: Raw -462502.691456 + Penalty 2737.436816 = -459765.254640
  nChanged 85
		SP:Iteration 18Q (6245.530000 sec): 3 clusters
  Score: Raw -462576.711186 + Penalty 2737.436816 = -459839.274369
  nChanged 69
		SP:Iteration 19Q (6245.540000 sec): 3 clusters
  Score: Raw -462626.578681 + Penalty 2737.436816 = -459889.141864
  nChanged 59
		SP:Iteration 20F (6245.550000 sec): 3 clusters
  Score: Raw -462674.720966 + Penalty 2737.436816 = -459937.284150
  nChanged 60
		SP:Iteration 21Q (6245.560000 sec): 3 clusters
  Score: Raw -462720.833669 + Penalty 2737.436816 = -459983.396852
  nChanged 49
		SP:Iteration 22Q (6245.570000 sec): 3 clusters
  Score: Raw -462760.746859 + Penalty 2737.436816 = -460023.310043
  nChanged 38
		SP:Iteration 23Q (6245.580000 sec): 3 clusters
  Score: Raw -462790.553208 + Penalty 2737.436816 = -460053.116392
  nChanged 29
		SP:Iteration 24Q (6245.590000 sec): 3 clusters
  Score: Raw -462808.351734 + Penalty 2737.436816 = -460070.914918
  nChanged 23
		SP:Iteration 25Q (6245.600000 sec): 3 clusters
  Score: Raw -462823.921395 + Penalty 2737.436816 = -460086.484579
  nChanged 22
		SP:Iteration 26Q (6245.610000 sec): 3 clusters
  Score: Raw -462837.348143 + Penalty 2737.436816 = -460099.911326
  nChanged 13
		SP:Iteration 27Q (6245.620000 sec): 3 clusters
  Score: Raw -462846.229063 + Penalty 2737.436816 = -460108.792247
  nChanged 8
		SP:Iteration 28Q (6245.630000 sec): 3 clusters
  Score: Raw -462852.122192 + Penalty 2737.436816 = -460114.685376
  nChanged 5
		SP:Iteration 29Q (6245.640000 sec): 3 clusters
  Score: Raw -462855.981434 + Penalty 2737.436816 = -460118.544617
  nChanged 3
		SP:Iteration 30Q (6245.650000 sec): 3 clusters
  Score: Raw -462857.335260 + Penalty 2737.436816 = -460119.898443
  nChanged 4
		SP:Iteration 31Q (6245.660000 sec): 3 clusters
  Score: Raw -462858.962971 + Penalty 2737.436816 = -460121.526154
  nChanged 3
		SP:Iteration 32Q (6245.670000 sec): 3 clusters
  Score: Raw -462860.577625 + Penalty 2737.436816 = -460123.140808
  nChanged 6
		SP:Iteration 33Q (6245.670000 sec): 3 clusters
  Score: Raw -462864.254170 + Penalty 2737.436816 = -460126.817354
  nChanged 5
		SP:Iteration 34Q (6245.690000 sec): 3 clusters
  Score: Raw -462866.482464 + Penalty 2737.436816 = -460129.045648
  nChanged 4
		SP:Iteration 35Q (6245.690000 sec): 3 clusters
  Score: Raw -462868.340662 + Penalty 2737.436816 = -460130.903846
  nChanged 2
		SP:Iteration 36Q (6245.700000 sec): 3 clusters
  Score: Raw -462869.000964 + Penalty 2737.436816 = -460131.564148
  nChanged 0
		SP:Iteration 37F (6245.710000 sec): 3 clusters
  Score: Raw -462869.000964 + Penalty 2737.436816 = -460131.564148
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6245.750000 sec): 2 clusters
  Score: Raw -900715.944445 + Penalty 1480.585148 = -899235.359297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6245.770000 sec): 3 clusters
  Score: Raw -895560.054688 + Penalty 2961.170296 = -892598.884392
  nChanged 3901
		SP:Iteration 1F (6245.790000 sec): 3 clusters
  Score: Raw -897598.067188 + Penalty 2961.170296 = -894636.896892
  nChanged 547
		SP:Iteration 2F (6245.820000 sec): 3 clusters
  Score: Raw -897837.433790 + Penalty 2961.170296 = -894876.263494
  nChanged 454
		SP:Iteration 3F (6245.840000 sec): 3 clusters
  Score: Raw -898034.648974 + Penalty 2961.170296 = -895073.478678
  nChanged 396
		SP:Iteration 4Q (6245.860000 sec): 3 clusters
  Score: Raw -898251.703195 + Penalty 2961.170296 = -895290.532899
  nChanged 420
		SP:Iteration 5Q (6245.890000 sec): 3 clusters
  Score: Raw -898514.018492 + Penalty 2961.170296 = -895552.848196
  nChanged 442
		SP:Iteration 6Q (6245.910000 sec): 3 clusters
  Score: Raw -898772.361647 + Penalty 2961.170296 = -895811.191351
  nChanged 403
		SP:Iteration 7Q (6245.930000 sec): 3 clusters
  Score: Raw -899030.948996 + Penalty 2961.170296 = -896069.778700
  nChanged 415
		SP:Iteration 8Q (6245.960000 sec): 3 clusters
  Score: Raw -899258.379096 + Penalty 2961.170296 = -896297.208800
  nChanged 370
		SP:Iteration 9Q (6245.980000 sec): 3 clusters
  Score: Raw -899468.342838 + Penalty 2961.170296 = -896507.172542
  nChanged 325
		SP:Iteration 10Q (6246.000000 sec): 3 clusters
  Score: Raw -899637.875855 + Penalty 2961.170296 = -896676.705559
  nChanged 278
		SP:Iteration 11Q (6246.030000 sec): 3 clusters
  Score: Raw -899788.572639 + Penalty 2961.170296 = -896827.402343
  nChanged 253
		SP:Iteration 12Q (6246.050000 sec): 3 clusters
  Score: Raw -899914.348006 + Penalty 2961.170296 = -896953.177710
  nChanged 227
		SP:Iteration 13Q (6246.070000 sec): 3 clusters
  Score: Raw -900023.964890 + Penalty 2961.170296 = -897062.794594
  nChanged 177
		SP:Iteration 14Q (6246.090000 sec): 3 clusters
  Score: Raw -900104.628607 + Penalty 2961.170296 = -897143.458311
  nChanged 157
		SP:Iteration 15Q (6246.110000 sec): 3 clusters
  Score: Raw -900190.613970 + Penalty 2961.170296 = -897229.443674
  nChanged 165
		SP:Iteration 16Q (6246.130000 sec): 3 clusters
  Score: Raw -900278.501461 + Penalty 2961.170296 = -897317.331165
  nChanged 154
		SP:Iteration 17Q (6246.160000 sec): 3 clusters
  Score: Raw -900349.527760 + Penalty 2961.170296 = -897388.357464
  nChanged 148
		SP:Iteration 18Q (6246.180000 sec): 3 clusters
  Score: Raw -900410.375525 + Penalty 2961.170296 = -897449.205229
  nChanged 136
		SP:Iteration 19Q (6246.200000 sec): 3 clusters
  Score: Raw -900472.241830 + Penalty 2961.170296 = -897511.071534
  nChanged 110
		SP:Iteration 20F (6246.220000 sec): 3 clusters
  Score: Raw -900514.312276 + Penalty 2961.170296 = -897553.141980
  nChanged 97
		SP:Iteration 21Q (6246.240000 sec): 3 clusters
  Score: Raw -900552.645877 + Penalty 2961.170296 = -897591.475581
  nChanged 94
		SP:Iteration 22Q (6246.260000 sec): 3 clusters
  Score: Raw -900590.011957 + Penalty 2961.170296 = -897628.841661
  nChanged 82
		SP:Iteration 23Q (6246.280000 sec): 3 clusters
  Score: Raw -900620.730282 + Penalty 2961.170296 = -897659.559986
  nChanged 75
		SP:Iteration 24Q (6246.300000 sec): 3 clusters
  Score: Raw -900651.544152 + Penalty 2961.170296 = -897690.373856
  nChanged 77
		SP:Iteration 25Q (6246.320000 sec): 3 clusters
  Score: Raw -900683.406663 + Penalty 2961.170296 = -897722.236367
  nChanged 68
		SP:Iteration 26Q (6246.340000 sec): 3 clusters
  Score: Raw -900710.082260 + Penalty 2961.170296 = -897748.911964
  nChanged 51
		SP:Iteration 27Q (6246.360000 sec): 3 clusters
  Score: Raw -900727.858281 + Penalty 2961.170296 = -897766.687985
  nChanged 44
		SP:Iteration 28Q (6246.380000 sec): 3 clusters
  Score: Raw -900742.547093 + Penalty 2961.170296 = -897781.376797
  nChanged 34
		SP:Iteration 29Q (6246.400000 sec): 3 clusters
  Score: Raw -900753.903599 + Penalty 2961.170296 = -897792.733303
  nChanged 30
		SP:Iteration 30Q (6246.420000 sec): 3 clusters
  Score: Raw -900765.380930 + Penalty 2961.170296 = -897804.210635
  nChanged 36
		SP:Iteration 31Q (6246.440000 sec): 3 clusters
  Score: Raw -900780.324592 + Penalty 2961.170296 = -897819.154296
  nChanged 31
		SP:Iteration 32Q (6246.460000 sec): 3 clusters
  Score: Raw -900793.251212 + Penalty 2961.170296 = -897832.080916
  nChanged 35
		SP:Iteration 33Q (6246.470000 sec): 3 clusters
  Score: Raw -900806.060299 + Penalty 2961.170296 = -897844.890003
  nChanged 25
		SP:Iteration 34Q (6246.490000 sec): 3 clusters
  Score: Raw -900814.170523 + Penalty 2961.170296 = -897853.000227
  nChanged 20
		SP:Iteration 35Q (6246.510000 sec): 3 clusters
  Score: Raw -900822.793174 + Penalty 2961.170296 = -897861.622878
  nChanged 30
		SP:Iteration 36Q (6246.530000 sec): 3 clusters
  Score: Raw -900835.234453 + Penalty 2961.170296 = -897874.064157
  nChanged 29
		SP:Iteration 37Q (6246.550000 sec): 3 clusters
  Score: Raw -900845.211000 + Penalty 2961.170296 = -897884.040704
  nChanged 22
		SP:Iteration 38Q (6246.570000 sec): 3 clusters
  Score: Raw -900853.621524 + Penalty 2961.170296 = -897892.451228
  nChanged 21
		SP:Iteration 39Q (6246.590000 sec): 3 clusters
  Score: Raw -900862.548288 + Penalty 2961.170296 = -897901.377992
  nChanged 18
		SP:Iteration 40F (6246.610000 sec): 3 clusters
  Score: Raw -900870.940329 + Penalty 2961.170296 = -897909.770033
  nChanged 22
		SP:Iteration 41Q (6246.630000 sec): 3 clusters
  Score: Raw -900881.631859 + Penalty 2961.170296 = -897920.461563
  nChanged 20
		SP:Iteration 42Q (6246.650000 sec): 3 clusters
  Score: Raw -900891.705235 + Penalty 2961.170296 = -897930.534939
  nChanged 15
		SP:Iteration 43Q (6246.670000 sec): 3 clusters
  Score: Raw -900899.123312 + Penalty 2961.170296 = -897937.953016
  nChanged 18
		SP:Iteration 44Q (6246.690000 sec): 3 clusters
  Score: Raw -900905.855498 + Penalty 2961.170296 = -897944.685202
  nChanged 15
		SP:Iteration 45Q (6246.710000 sec): 3 clusters
  Score: Raw -900912.476885 + Penalty 2961.170296 = -897951.306589
  nChanged 14
		SP:Iteration 46Q (6246.730000 sec): 3 clusters
  Score: Raw -900917.964314 + Penalty 2961.170296 = -897956.794018
  nChanged 13
		SP:Iteration 47Q (6246.740000 sec): 3 clusters
  Score: Raw -900921.959013 + Penalty 2961.170296 = -897960.788717
  nChanged 9
		SP:Iteration 48Q (6246.760000 sec): 3 clusters
  Score: Raw -900924.442750 + Penalty 2961.170296 = -897963.272454
  nChanged 3
		SP:Iteration 49Q (6246.780000 sec): 3 clusters
  Score: Raw -900925.591068 + Penalty 2961.170296 = -897964.420772
  nChanged 7
		SP:Iteration 50Q (6246.800000 sec): 3 clusters
  Score: Raw -900929.183225 + Penalty 2961.170296 = -897968.012929
  nChanged 7
		SP:Iteration 51Q (6246.820000 sec): 3 clusters
  Score: Raw -900932.750422 + Penalty 2961.170296 = -897971.580126
  nChanged 10
		SP:Iteration 52Q (6246.830000 sec): 3 clusters
  Score: Raw -900938.157604 + Penalty 2961.170296 = -897976.987308
  nChanged 11
		SP:Iteration 53Q (6246.850000 sec): 3 clusters
  Score: Raw -900944.017997 + Penalty 2961.170296 = -897982.847702
  nChanged 4
		SP:Iteration 54Q (6246.870000 sec): 3 clusters
  Score: Raw -900945.728460 + Penalty 2961.170296 = -897984.558164
  nChanged 1
		SP:Iteration 55Q (6246.890000 sec): 3 clusters
  Score: Raw -900946.013010 + Penalty 2961.170296 = -897984.842714
  nChanged 0
		SP:Iteration 56F (6246.910000 sec): 3 clusters
  Score: Raw -900946.013010 + Penalty 2961.170296 = -897984.842714
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6246.950000 sec): 2 clusters
  Score: Raw -1014755.605784 + Penalty 1505.872830 = -1013249.732954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6246.980000 sec): 3 clusters
  Score: Raw -1008748.513117 + Penalty 3011.745660 = -1005736.767457
  nChanged 4611
		SP:Iteration 1F (6247.010000 sec): 3 clusters
  Score: Raw -1011536.117915 + Penalty 3011.745660 = -1008524.372255
  nChanged 857
		SP:Iteration 2F (6247.030000 sec): 3 clusters
  Score: Raw -1012233.428768 + Penalty 3011.745660 = -1009221.683108
  nChanged 897
		SP:Iteration 3F (6247.060000 sec): 3 clusters
  Score: Raw -1013157.652218 + Penalty 3011.745660 = -1010145.906558
  nChanged 911
		SP:Iteration 4F (6247.090000 sec): 3 clusters
  Score: Raw -1014049.590424 + Penalty 3011.745660 = -1011037.844764
  nChanged 793
		SP:Iteration 5F (6247.120000 sec): 3 clusters
  Score: Raw -1014642.960171 + Penalty 3011.745660 = -1011631.214511
  nChanged 488
		SP:Iteration 6Q (6247.140000 sec): 3 clusters
  Score: Raw -1014898.718247 + Penalty 3011.745660 = -1011886.972587
  nChanged 331
		SP:Iteration 7Q (6247.170000 sec): 3 clusters
  Score: Raw -1015037.347970 + Penalty 3011.745660 = -1012025.602310
  nChanged 222
		SP:Iteration 8Q (6247.200000 sec): 3 clusters
  Score: Raw -1015121.532461 + Penalty 3011.745660 = -1012109.786801
  nChanged 160
		SP:Iteration 9Q (6247.220000 sec): 3 clusters
  Score: Raw -1015163.225542 + Penalty 3011.745660 = -1012151.479882
  nChanged 104
		SP:Iteration 10Q (6247.250000 sec): 3 clusters
  Score: Raw -1015185.993812 + Penalty 3011.745660 = -1012174.248152
  nChanged 86
		SP:Iteration 11Q (6247.280000 sec): 3 clusters
  Score: Raw -1015202.603543 + Penalty 3011.745660 = -1012190.857882
  nChanged 68
		SP:Iteration 12Q (6247.300000 sec): 3 clusters
  Score: Raw -1015214.282649 + Penalty 3011.745660 = -1012202.536989
  nChanged 47
		SP:Iteration 13Q (6247.330000 sec): 3 clusters
  Score: Raw -1015220.749730 + Penalty 3011.745660 = -1012209.004070
  nChanged 39
		SP:Iteration 14Q (6247.350000 sec): 3 clusters
  Score: Raw -1015226.675613 + Penalty 3011.745660 = -1012214.929953
  nChanged 38
		SP:Iteration 15Q (6247.380000 sec): 3 clusters
  Score: Raw -1015234.699431 + Penalty 3011.745660 = -1012222.953771
  nChanged 41
		SP:Iteration 16Q (6247.410000 sec): 3 clusters
  Score: Raw -1015240.172344 + Penalty 3011.745660 = -1012228.426684
  nChanged 28
		SP:Iteration 17Q (6247.430000 sec): 3 clusters
  Score: Raw -1015243.640240 + Penalty 3011.745660 = -1012231.894580
  nChanged 26
		SP:Iteration 18Q (6247.460000 sec): 3 clusters
  Score: Raw -1015247.513034 + Penalty 3011.745660 = -1012235.767374
  nChanged 29
		SP:Iteration 19Q (6247.490000 sec): 3 clusters
  Score: Raw -1015250.818282 + Penalty 3011.745660 = -1012239.072622
  nChanged 25
		SP:Iteration 20F (6247.520000 sec): 3 clusters
  Score: Raw -1015253.637711 + Penalty 3011.745660 = -1012241.892051
  nChanged 20
		SP:Iteration 21Q (6247.540000 sec): 3 clusters
  Score: Raw -1015255.786630 + Penalty 3011.745660 = -1012244.040970
  nChanged 11
		SP:Iteration 22Q (6247.570000 sec): 3 clusters
  Score: Raw -1015257.273004 + Penalty 3011.745660 = -1012245.527344
  nChanged 13
		SP:Iteration 23Q (6247.590000 sec): 3 clusters
  Score: Raw -1015258.731665 + Penalty 3011.745660 = -1012246.986005
  nChanged 13
		SP:Iteration 24Q (6247.620000 sec): 3 clusters
  Score: Raw -1015259.778425 + Penalty 3011.745660 = -1012248.032765
  nChanged 11
		SP:Iteration 25Q (6247.650000 sec): 3 clusters
  Score: Raw -1015260.884561 + Penalty 3011.745660 = -1012249.138901
  nChanged 7
		SP:Iteration 26Q (6247.670000 sec): 3 clusters
  Score: Raw -1015261.757794 + Penalty 3011.745660 = -1012250.012133
  nChanged 10
		SP:Iteration 27Q (6247.700000 sec): 3 clusters
  Score: Raw -1015262.831699 + Penalty 3011.745660 = -1012251.086038
  nChanged 14
		SP:Iteration 28Q (6247.720000 sec): 3 clusters
  Score: Raw -1015264.189281 + Penalty 3011.745660 = -1012252.443621
  nChanged 9
		SP:Iteration 29Q (6247.750000 sec): 3 clusters
  Score: Raw -1015265.185940 + Penalty 3011.745660 = -1012253.440280
  nChanged 15
		SP:Iteration 30Q (6247.770000 sec): 3 clusters
  Score: Raw -1015266.632098 + Penalty 3011.745660 = -1012254.886438
  nChanged 11
		SP:Iteration 31Q (6247.800000 sec): 3 clusters
  Score: Raw -1015268.233245 + Penalty 3011.745660 = -1012256.487585
  nChanged 15
		SP:Iteration 32Q (6247.830000 sec): 3 clusters
  Score: Raw -1015270.099814 + Penalty 3011.745660 = -1012258.354154
  nChanged 16
		SP:Iteration 33Q (6247.850000 sec): 3 clusters
  Score: Raw -1015271.689693 + Penalty 3011.745660 = -1012259.944032
  nChanged 10
		SP:Iteration 34Q (6247.880000 sec): 3 clusters
  Score: Raw -1015272.969765 + Penalty 3011.745660 = -1012261.224105
  nChanged 15
		SP:Iteration 35Q (6247.910000 sec): 3 clusters
  Score: Raw -1015274.828697 + Penalty 3011.745660 = -1012263.083037
  nChanged 13
		SP:Iteration 36Q (6247.930000 sec): 3 clusters
  Score: Raw -1015276.657446 + Penalty 3011.745660 = -1012264.911786
  nChanged 9
		SP:Iteration 37Q (6247.960000 sec): 3 clusters
  Score: Raw -1015277.610164 + Penalty 3011.745660 = -1012265.864504
  nChanged 10
		SP:Iteration 38Q (6247.990000 sec): 3 clusters
  Score: Raw -1015278.681230 + Penalty 3011.745660 = -1012266.935570
  nChanged 9
		SP:Iteration 39Q (6248.010000 sec): 3 clusters
  Score: Raw -1015280.022341 + Penalty 3011.745660 = -1012268.276681
  nChanged 12
		SP:Iteration 40F (6248.040000 sec): 3 clusters
  Score: Raw -1015281.871966 + Penalty 3011.745660 = -1012270.126306
  nChanged 12
		SP:Iteration 41Q (6248.060000 sec): 3 clusters
  Score: Raw -1015283.352658 + Penalty 3011.745660 = -1012271.606998
  nChanged 16
		SP:Iteration 42Q (6248.090000 sec): 3 clusters
  Score: Raw -1015285.274790 + Penalty 3011.745660 = -1012273.529130
  nChanged 15
		SP:Iteration 43Q (6248.110000 sec): 3 clusters
  Score: Raw -1015286.724500 + Penalty 3011.745660 = -1012274.978840
  nChanged 14
		SP:Iteration 44Q (6248.140000 sec): 3 clusters
  Score: Raw -1015288.114247 + Penalty 3011.745660 = -1012276.368587
  nChanged 10
		SP:Iteration 45Q (6248.170000 sec): 3 clusters
  Score: Raw -1015289.313188 + Penalty 3011.745660 = -1012277.567528
  nChanged 8
		SP:Iteration 46Q (6248.190000 sec): 3 clusters
  Score: Raw -1015290.192553 + Penalty 3011.745660 = -1012278.446893
  nChanged 7
		SP:Iteration 47Q (6248.220000 sec): 3 clusters
  Score: Raw -1015291.089463 + Penalty 3011.745660 = -1012279.343803
  nChanged 8
		SP:Iteration 48Q (6248.250000 sec): 3 clusters
  Score: Raw -1015292.315046 + Penalty 3011.745660 = -1012280.569386
  nChanged 10
		SP:Iteration 49Q (6248.270000 sec): 3 clusters
  Score: Raw -1015293.263473 + Penalty 3011.745660 = -1012281.517812
  nChanged 12
		SP:Iteration 50Q (6248.300000 sec): 3 clusters
  Score: Raw -1015294.285249 + Penalty 3011.745660 = -1012282.539589
  nChanged 14
		SP:Iteration 51Q (6248.330000 sec): 3 clusters
  Score: Raw -1015295.986054 + Penalty 3011.745660 = -1012284.240394
  nChanged 18
		SP:Iteration 52Q (6248.350000 sec): 3 clusters
  Score: Raw -1015298.328890 + Penalty 3011.745660 = -1012286.583230
  nChanged 17
		SP:Iteration 53Q (6248.380000 sec): 3 clusters
  Score: Raw -1015300.146913 + Penalty 3011.745660 = -1012288.401253
  nChanged 10
		SP:Iteration 54Q (6248.410000 sec): 3 clusters
  Score: Raw -1015301.518893 + Penalty 3011.745660 = -1012289.773233
  nChanged 16
		SP:Iteration 55Q (6248.430000 sec): 3 clusters
  Score: Raw -1015303.577509 + Penalty 3011.745660 = -1012291.831849
  nChanged 16
		SP:Iteration 56Q (6248.460000 sec): 3 clusters
  Score: Raw -1015305.004882 + Penalty 3011.745660 = -1012293.259221
  nChanged 9
		SP:Iteration 57Q (6248.490000 sec): 3 clusters
  Score: Raw -1015305.539965 + Penalty 3011.745660 = -1012293.794304
  nChanged 3
		SP:Iteration 58Q (6248.510000 sec): 3 clusters
  Score: Raw -1015305.843067 + Penalty 3011.745660 = -1012294.097407
  nChanged 3
		SP:Iteration 59Q (6248.540000 sec): 3 clusters
  Score: Raw -1015306.253542 + Penalty 3011.745660 = -1012294.507882
  nChanged 4
		SP:Iteration 60F (6248.560000 sec): 3 clusters
  Score: Raw -1015306.558915 + Penalty 3011.745660 = -1012294.813255
  nChanged 5
		SP:Iteration 61Q (6248.590000 sec): 3 clusters
  Score: Raw -1015306.949395 + Penalty 3011.745660 = -1012295.203735
  nChanged 3
		SP:Iteration 62Q (6248.620000 sec): 3 clusters
  Score: Raw -1015307.347123 + Penalty 3011.745660 = -1012295.601463
  nChanged 5
		SP:Iteration 63Q (6248.640000 sec): 3 clusters
  Score: Raw -1015308.090386 + Penalty 3011.745660 = -1012296.344726
  nChanged 5
		SP:Iteration 64Q (6248.670000 sec): 3 clusters
  Score: Raw -1015308.797285 + Penalty 3011.745660 = -1012297.051624
  nChanged 10
		SP:Iteration 65Q (6248.690000 sec): 3 clusters
  Score: Raw -1015310.070822 + Penalty 3011.745660 = -1012298.325162
  nChanged 9
		SP:Iteration 66Q (6248.720000 sec): 3 clusters
  Score: Raw -1015311.116009 + Penalty 3011.745660 = -1012299.370348
  nChanged 14
		SP:Iteration 67Q (6248.740000 sec): 3 clusters
  Score: Raw -1015313.011479 + Penalty 3011.745660 = -1012301.265818
  nChanged 15
		SP:Iteration 68Q (6248.770000 sec): 3 clusters
  Score: Raw -1015314.600290 + Penalty 3011.745660 = -1012302.854630
  nChanged 9
		SP:Iteration 69Q (6248.800000 sec): 3 clusters
  Score: Raw -1015315.541901 + Penalty 3011.745660 = -1012303.796240
  nChanged 11
		SP:Iteration 70Q (6248.820000 sec): 3 clusters
  Score: Raw -1015316.521047 + Penalty 3011.745660 = -1012304.775386
  nChanged 8
		SP:Iteration 71Q (6248.850000 sec): 3 clusters
  Score: Raw -1015317.528304 + Penalty 3011.745660 = -1012305.782644
  nChanged 10
		SP:Iteration 72Q (6248.870000 sec): 3 clusters
  Score: Raw -1015319.086657 + Penalty 3011.745660 = -1012307.340997
  nChanged 10
		SP:Iteration 73Q (6248.900000 sec): 3 clusters
  Score: Raw -1015320.027119 + Penalty 3011.745660 = -1012308.281459
  nChanged 8
		SP:Iteration 74Q (6248.920000 sec): 3 clusters
  Score: Raw -1015320.868930 + Penalty 3011.745660 = -1012309.123270
  nChanged 7
		SP:Iteration 75Q (6248.950000 sec): 3 clusters
  Score: Raw -1015321.641624 + Penalty 3011.745660 = -1012309.895963
  nChanged 7
		SP:Iteration 76Q (6248.980000 sec): 3 clusters
  Score: Raw -1015322.637505 + Penalty 3011.745660 = -1012310.891845
  nChanged 10
		SP:Iteration 77Q (6249.000000 sec): 3 clusters
  Score: Raw -1015323.641803 + Penalty 3011.745660 = -1012311.896143
  nChanged 8
		SP:Iteration 78Q (6249.030000 sec): 3 clusters
  Score: Raw -1015324.860793 + Penalty 3011.745660 = -1012313.115133
  nChanged 9
		SP:Iteration 79Q (6249.050000 sec): 3 clusters
  Score: Raw -1015325.672002 + Penalty 3011.745660 = -1012313.926342
  nChanged 7
		SP:Iteration 80F (6249.080000 sec): 3 clusters
  Score: Raw -1015326.273732 + Penalty 3011.745660 = -1012314.528072
  nChanged 8
		SP:Iteration 81Q (6249.100000 sec): 3 clusters
  Score: Raw -1015326.963384 + Penalty 3011.745660 = -1012315.217724
  nChanged 7
		SP:Iteration 82Q (6249.130000 sec): 3 clusters
  Score: Raw -1015327.861312 + Penalty 3011.745660 = -1012316.115652
  nChanged 9
		SP:Iteration 83Q (6249.160000 sec): 3 clusters
  Score: Raw -1015328.579518 + Penalty 3011.745660 = -1012316.833858
  nChanged 5
		SP:Iteration 84Q (6249.180000 sec): 3 clusters
  Score: Raw -1015329.299949 + Penalty 3011.745660 = -1012317.554289
  nChanged 8
		SP:Iteration 85Q (6249.210000 sec): 3 clusters
  Score: Raw -1015330.134474 + Penalty 3011.745660 = -1012318.388814
  nChanged 8
		SP:Iteration 86Q (6249.240000 sec): 3 clusters
  Score: Raw -1015330.720003 + Penalty 3011.745660 = -1012318.974343
  nChanged 6
		SP:Iteration 87Q (6249.260000 sec): 3 clusters
  Score: Raw -1015331.265422 + Penalty 3011.745660 = -1012319.519762
  nChanged 7
		SP:Iteration 88Q (6249.290000 sec): 3 clusters
  Score: Raw -1015331.950203 + Penalty 3011.745660 = -1012320.204543
  nChanged 6
		SP:Iteration 89Q (6249.310000 sec): 3 clusters
  Score: Raw -1015332.871616 + Penalty 3011.745660 = -1012321.125956
  nChanged 6
		SP:Iteration 90Q (6249.340000 sec): 3 clusters
  Score: Raw -1015333.527705 + Penalty 3011.745660 = -1012321.782045
  nChanged 4
		SP:Iteration 91Q (6249.360000 sec): 3 clusters
  Score: Raw -1015333.924548 + Penalty 3011.745660 = -1012322.178888
  nChanged 5
		SP:Iteration 92Q (6249.390000 sec): 3 clusters
  Score: Raw -1015334.299873 + Penalty 3011.745660 = -1012322.554213
  nChanged 3
		SP:Iteration 93Q (6249.420000 sec): 3 clusters
  Score: Raw -1015334.610896 + Penalty 3011.745660 = -1012322.865235
  nChanged 4
		SP:Iteration 94Q (6249.440000 sec): 3 clusters
  Score: Raw -1015335.017879 + Penalty 3011.745660 = -1012323.272219
  nChanged 4
		SP:Iteration 95Q (6249.470000 sec): 3 clusters
  Score: Raw -1015335.384262 + Penalty 3011.745660 = -1012323.638602
  nChanged 4
		SP:Iteration 96Q (6249.490000 sec): 3 clusters
  Score: Raw -1015335.639787 + Penalty 3011.745660 = -1012323.894127
  nChanged 3
		SP:Iteration 97Q (6249.520000 sec): 3 clusters
  Score: Raw -1015335.903512 + Penalty 3011.745660 = -1012324.157852
  nChanged 2
		SP:Iteration 98Q (6249.540000 sec): 3 clusters
  Score: Raw -1015336.095727 + Penalty 3011.745660 = -1012324.350067
  nChanged 0
		SP:Iteration 99F (6249.570000 sec): 3 clusters
  Score: Raw -1015336.095727 + Penalty 3011.745660 = -1012324.350067
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6249.590000 sec): 2 clusters
  Score: Raw -156698.511762 + Penalty 1203.689128 = -155494.822634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6249.590000 sec): 3 clusters
  Score: Raw -156023.436087 + Penalty 2407.378256 = -153616.057831
  nChanged 550
		SP:Iteration 1F (6249.600000 sec): 3 clusters
  Score: Raw -156399.927537 + Penalty 2407.378256 = -153992.549281
  nChanged 142
		SP:Iteration 2F (6249.600000 sec): 3 clusters
  Score: Raw -156522.751862 + Penalty 2407.378256 = -154115.373606
  nChanged 100
		SP:Iteration 3F (6249.600000 sec): 3 clusters
  Score: Raw -156637.251628 + Penalty 2407.378256 = -154229.873372
  nChanged 101
		SP:Iteration 4F (6249.610000 sec): 3 clusters
  Score: Raw -156805.123440 + Penalty 2407.378256 = -154397.745185
  nChanged 93
		SP:Iteration 5F (6249.610000 sec): 3 clusters
  Score: Raw -156928.041660 + Penalty 2407.378256 = -154520.663404
  nChanged 73
		SP:Iteration 6Q (6249.620000 sec): 3 clusters
  Score: Raw -157027.226168 + Penalty 2407.378256 = -154619.847912
  nChanged 64
		SP:Iteration 7Q (6249.620000 sec): 3 clusters
  Score: Raw -157092.132758 + Penalty 2407.378256 = -154684.754502
  nChanged 44
		SP:Iteration 8Q (6249.620000 sec): 3 clusters
  Score: Raw -157134.670684 + Penalty 2407.378256 = -154727.292428
  nChanged 26
		SP:Iteration 9Q (6249.630000 sec): 3 clusters
  Score: Raw -157158.534091 + Penalty 2407.378256 = -154751.155835
  nChanged 25
		SP:Iteration 10Q (6249.630000 sec): 3 clusters
  Score: Raw -157180.601785 + Penalty 2407.378256 = -154773.223529
  nChanged 15
		SP:Iteration 11Q (6249.640000 sec): 3 clusters
  Score: Raw -157194.389155 + Penalty 2407.378256 = -154787.010899
  nChanged 18
		SP:Iteration 12Q (6249.640000 sec): 3 clusters
  Score: Raw -157214.690247 + Penalty 2407.378256 = -154807.311992
  nChanged 18
		SP:Iteration 13Q (6249.640000 sec): 3 clusters
  Score: Raw -157232.694260 + Penalty 2407.378256 = -154825.316005
  nChanged 15
		SP:Iteration 14Q (6249.650000 sec): 3 clusters
  Score: Raw -157246.940450 + Penalty 2407.378256 = -154839.562194
  nChanged 9
		SP:Iteration 15Q (6249.650000 sec): 3 clusters
  Score: Raw -157258.253617 + Penalty 2407.378256 = -154850.875361
  nChanged 10
		SP:Iteration 16Q (6249.660000 sec): 3 clusters
  Score: Raw -157269.551630 + Penalty 2407.378256 = -154862.173374
  nChanged 13
		SP:Iteration 17Q (6249.660000 sec): 3 clusters
  Score: Raw -157280.793126 + Penalty 2407.378256 = -154873.414870
  nChanged 7
		SP:Iteration 18Q (6249.660000 sec): 3 clusters
  Score: Raw -157287.608174 + Penalty 2407.378256 = -154880.229918
  nChanged 5
		SP:Iteration 19Q (6249.670000 sec): 3 clusters
  Score: Raw -157291.886701 + Penalty 2407.378256 = -154884.508446
  nChanged 1
		SP:Iteration 20F (6249.670000 sec): 3 clusters
  Score: Raw -157292.242418 + Penalty 2407.378256 = -154884.864162
  nChanged 3
		SP:Iteration 21Q (6249.680000 sec): 3 clusters
  Score: Raw -157294.436406 + Penalty 2407.378256 = -154887.058150
  nChanged 1
		SP:Iteration 22Q (6249.680000 sec): 3 clusters
  Score: Raw -157295.165674 + Penalty 2407.378256 = -154887.787418
  nChanged 0
		SP:Iteration 23F (6249.680000 sec): 3 clusters
  Score: Raw -157295.165674 + Penalty 2407.378256 = -154887.787418
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6249.700000 sec): 2 clusters
  Score: Raw -331285.704657 + Penalty 1326.269823 = -329959.434834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6249.700000 sec): 3 clusters
  Score: Raw -329542.516058 + Penalty 2652.539647 = -326889.976411
  nChanged 1361
		SP:Iteration 1F (6249.720000 sec): 3 clusters
  Score: Raw -330352.152651 + Penalty 2652.539647 = -327699.613004
  nChanged 296
		SP:Iteration 2F (6249.720000 sec): 3 clusters
  Score: Raw -330539.770923 + Penalty 2652.539647 = -327887.231276
  nChanged 189
		SP:Iteration 3F (6249.730000 sec): 3 clusters
  Score: Raw -330643.035299 + Penalty 2652.539647 = -327990.495652
  nChanged 132
		SP:Iteration 4Q (6249.740000 sec): 3 clusters
  Score: Raw -330709.487953 + Penalty 2652.539647 = -328056.948306
  nChanged 108
		SP:Iteration 5Q (6249.750000 sec): 3 clusters
  Score: Raw -330764.732008 + Penalty 2652.539647 = -328112.192361
  nChanged 118
		SP:Iteration 6Q (6249.760000 sec): 3 clusters
  Score: Raw -330828.617710 + Penalty 2652.539647 = -328176.078063
  nChanged 111
		SP:Iteration 7Q (6249.770000 sec): 3 clusters
  Score: Raw -330888.817551 + Penalty 2652.539647 = -328236.277904
  nChanged 117
		SP:Iteration 8Q (6249.780000 sec): 3 clusters
  Score: Raw -330953.666866 + Penalty 2652.539647 = -328301.127219
  nChanged 104
		SP:Iteration 9Q (6249.790000 sec): 3 clusters
  Score: Raw -331009.336062 + Penalty 2652.539647 = -328356.796415
  nChanged 101
		SP:Iteration 10Q (6249.800000 sec): 3 clusters
  Score: Raw -331064.110479 + Penalty 2652.539647 = -328411.570832
  nChanged 93
		SP:Iteration 11Q (6249.800000 sec): 3 clusters
  Score: Raw -331121.099909 + Penalty 2652.539647 = -328468.560262
  nChanged 82
		SP:Iteration 12Q (6249.810000 sec): 3 clusters
  Score: Raw -331168.184126 + Penalty 2652.539647 = -328515.644479
  nChanged 74
		SP:Iteration 13Q (6249.830000 sec): 3 clusters
  Score: Raw -331216.341642 + Penalty 2652.539647 = -328563.801995
  nChanged 82
		SP:Iteration 14Q (6249.840000 sec): 3 clusters
  Score: Raw -331271.698233 + Penalty 2652.539647 = -328619.158587
  nChanged 71
		SP:Iteration 15Q (6249.850000 sec): 3 clusters
  Score: Raw -331314.577017 + Penalty 2652.539647 = -328662.037370
  nChanged 52
		SP:Iteration 16Q (6249.850000 sec): 3 clusters
  Score: Raw -331344.989101 + Penalty 2652.539647 = -328692.449454
  nChanged 44
		SP:Iteration 17Q (6249.860000 sec): 3 clusters
  Score: Raw -331378.825513 + Penalty 2652.539647 = -328726.285866
  nChanged 39
		SP:Iteration 18Q (6249.870000 sec): 3 clusters
  Score: Raw -331409.318549 + Penalty 2652.539647 = -328756.778902
  nChanged 38
		SP:Iteration 19Q (6249.880000 sec): 3 clusters
  Score: Raw -331447.513663 + Penalty 2652.539647 = -328794.974016
  nChanged 36
		SP:Iteration 20F (6249.890000 sec): 3 clusters
  Score: Raw -331480.614431 + Penalty 2652.539647 = -328828.074784
  nChanged 24
		SP:Iteration 21Q (6249.900000 sec): 3 clusters
  Score: Raw -331500.568316 + Penalty 2652.539647 = -328848.028669
  nChanged 19
		SP:Iteration 22Q (6249.910000 sec): 3 clusters
  Score: Raw -331512.802714 + Penalty 2652.539647 = -328860.263067
  nChanged 15
		SP:Iteration 23Q (6249.910000 sec): 3 clusters
  Score: Raw -331523.729329 + Penalty 2652.539647 = -328871.189682
  nChanged 16
		SP:Iteration 24Q (6249.920000 sec): 3 clusters
  Score: Raw -331538.071906 + Penalty 2652.539647 = -328885.532259
  nChanged 16
		SP:Iteration 25Q (6249.930000 sec): 3 clusters
  Score: Raw -331554.107158 + Penalty 2652.539647 = -328901.567511
  nChanged 9
		SP:Iteration 26Q (6249.940000 sec): 3 clusters
  Score: Raw -331562.203477 + Penalty 2652.539647 = -328909.663830
  nChanged 4
		SP:Iteration 27Q (6249.950000 sec): 3 clusters
  Score: Raw -331566.593372 + Penalty 2652.539647 = -328914.053725
  nChanged 4
		SP:Iteration 28Q (6249.950000 sec): 3 clusters
  Score: Raw -331570.408624 + Penalty 2652.539647 = -328917.868977
  nChanged 3
		SP:Iteration 29Q (6249.960000 sec): 3 clusters
  Score: Raw -331572.739119 + Penalty 2652.539647 = -328920.199472
  nChanged 4
		SP:Iteration 30Q (6249.970000 sec): 3 clusters
  Score: Raw -331575.735826 + Penalty 2652.539647 = -328923.196179
  nChanged 2
		SP:Iteration 31Q (6249.980000 sec): 3 clusters
  Score: Raw -331577.504555 + Penalty 2652.539647 = -328924.964908
  nChanged 2
		SP:Iteration 32Q (6249.980000 sec): 3 clusters
  Score: Raw -331578.352720 + Penalty 2652.539647 = -328925.813073
  nChanged 1
		SP:Iteration 33Q (6249.990000 sec): 3 clusters
  Score: Raw -331578.757509 + Penalty 2652.539647 = -328926.217862
  nChanged 0
		SP:Iteration 34F (6250.000000 sec): 3 clusters
  Score: Raw -331578.757509 + Penalty 2652.539647 = -328926.217862
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6250.010000 sec): 2 clusters
  Score: Raw -129209.252345 + Penalty 1171.997851 = -128037.254494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6250.010000 sec): 3 clusters
  Score: Raw -128685.634081 + Penalty 2343.995702 = -126341.638379
  nChanged 446
		SP:Iteration 1F (6250.020000 sec): 3 clusters
  Score: Raw -129018.793291 + Penalty 2343.995702 = -126674.797589
  nChanged 120
		SP:Iteration 2F (6250.020000 sec): 3 clusters
  Score: Raw -129125.456186 + Penalty 2343.995702 = -126781.460483
  nChanged 60
		SP:Iteration 3Q (6250.020000 sec): 3 clusters
  Score: Raw -129183.842221 + Penalty 2343.995702 = -126839.846519
  nChanged 41
		SP:Iteration 4Q (6250.030000 sec): 3 clusters
  Score: Raw -129222.388377 + Penalty 2343.995702 = -126878.392675
  nChanged 34
		SP:Iteration 5Q (6250.030000 sec): 3 clusters
  Score: Raw -129253.597079 + Penalty 2343.995702 = -126909.601376
  nChanged 26
		SP:Iteration 6Q (6250.030000 sec): 3 clusters
  Score: Raw -129275.890259 + Penalty 2343.995702 = -126931.894556
  nChanged 23
		SP:Iteration 7Q (6250.040000 sec): 3 clusters
  Score: Raw -129299.503337 + Penalty 2343.995702 = -126955.507635
  nChanged 23
		SP:Iteration 8Q (6250.040000 sec): 3 clusters
  Score: Raw -129322.581431 + Penalty 2343.995702 = -126978.585728
  nChanged 26
		SP:Iteration 9Q (6250.040000 sec): 3 clusters
  Score: Raw -129350.011726 + Penalty 2343.995702 = -127006.016023
  nChanged 28
		SP:Iteration 10Q (6250.050000 sec): 3 clusters
  Score: Raw -129378.236550 + Penalty 2343.995702 = -127034.240848
  nChanged 22
		SP:Iteration 11Q (6250.050000 sec): 3 clusters
  Score: Raw -129403.272174 + Penalty 2343.995702 = -127059.276471
  nChanged 21
		SP:Iteration 12Q (6250.050000 sec): 3 clusters
  Score: Raw -129430.088104 + Penalty 2343.995702 = -127086.092402
  nChanged 28
		SP:Iteration 13Q (6250.060000 sec): 3 clusters
  Score: Raw -129458.070542 + Penalty 2343.995702 = -127114.074839
  nChanged 23
		SP:Iteration 14Q (6250.060000 sec): 3 clusters
  Score: Raw -129484.006056 + Penalty 2343.995702 = -127140.010354
  nChanged 24
		SP:Iteration 15Q (6250.060000 sec): 3 clusters
  Score: Raw -129506.892685 + Penalty 2343.995702 = -127162.896983
  nChanged 24
		SP:Iteration 16Q (6250.070000 sec): 3 clusters
  Score: Raw -129525.865991 + Penalty 2343.995702 = -127181.870288
  nChanged 19
		SP:Iteration 17Q (6250.070000 sec): 3 clusters
  Score: Raw -129543.627386 + Penalty 2343.995702 = -127199.631684
  nChanged 13
		SP:Iteration 18Q (6250.070000 sec): 3 clusters
  Score: Raw -129554.342932 + Penalty 2343.995702 = -127210.347229
  nChanged 8
		SP:Iteration 19Q (6250.080000 sec): 3 clusters
  Score: Raw -129560.936522 + Penalty 2343.995702 = -127216.940820
  nChanged 6
		SP:Iteration 20F (6250.080000 sec): 3 clusters
  Score: Raw -129563.983127 + Penalty 2343.995702 = -127219.987425
  nChanged 4
		SP:Iteration 21Q (6250.080000 sec): 3 clusters
  Score: Raw -129565.764669 + Penalty 2343.995702 = -127221.768967
  nChanged 1
		SP:Iteration 22Q (6250.090000 sec): 3 clusters
  Score: Raw -129567.969704 + Penalty 2343.995702 = -127223.974001
  nChanged 3
		SP:Iteration 23Q (6250.090000 sec): 3 clusters
  Score: Raw -129568.992011 + Penalty 2343.995702 = -127224.996308
  nChanged 1
		SP:Iteration 24Q (6250.090000 sec): 3 clusters
  Score: Raw -129570.708862 + Penalty 2343.995702 = -127226.713160
  nChanged 1
		SP:Iteration 25Q (6250.090000 sec): 3 clusters
  Score: Raw -129570.944094 + Penalty 2343.995702 = -127226.948392
  nChanged 1
		SP:Iteration 26Q (6250.100000 sec): 3 clusters
  Score: Raw -129571.780775 + Penalty 2343.995702 = -127227.785073
  nChanged 1
		SP:Iteration 27Q (6250.100000 sec): 3 clusters
  Score: Raw -129572.185410 + Penalty 2343.995702 = -127228.189708
  nChanged 1
		SP:Iteration 28Q (6250.110000 sec): 3 clusters
  Score: Raw -129572.940948 + Penalty 2343.995702 = -127228.945246
  nChanged 1
		SP:Iteration 29Q (6250.110000 sec): 3 clusters
  Score: Raw -129574.117728 + Penalty 2343.995702 = -127230.122026
  nChanged 2
		SP:Iteration 30Q (6250.110000 sec): 3 clusters
  Score: Raw -129574.751549 + Penalty 2343.995702 = -127230.755846
  nChanged 0
		SP:Iteration 31F (6250.110000 sec): 3 clusters
  Score: Raw -129574.751549 + Penalty 2343.995702 = -127230.755846
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6250.150000 sec): 2 clusters
  Score: Raw -981705.519540 + Penalty 1492.199086 = -980213.320454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6250.170000 sec): 3 clusters
  Score: Raw -976243.393290 + Penalty 2984.398171 = -973258.995118
  nChanged 4147
		SP:Iteration 1F (6250.200000 sec): 3 clusters
  Score: Raw -978533.538492 + Penalty 2984.398171 = -975549.140321
  nChanged 572
		SP:Iteration 2F (6250.230000 sec): 3 clusters
  Score: Raw -978787.064773 + Penalty 2984.398171 = -975802.666602
  nChanged 479
		SP:Iteration 3Q (6250.250000 sec): 3 clusters
  Score: Raw -978977.008726 + Penalty 2984.398171 = -975992.610554
  nChanged 394
		SP:Iteration 4Q (6250.280000 sec): 3 clusters
  Score: Raw -979119.073545 + Penalty 2984.398171 = -976134.675374
  nChanged 321
		SP:Iteration 5Q (6250.300000 sec): 3 clusters
  Score: Raw -979222.209610 + Penalty 2984.398171 = -976237.811438
  nChanged 273
		SP:Iteration 6Q (6250.330000 sec): 3 clusters
  Score: Raw -979301.391131 + Penalty 2984.398171 = -976316.992959
  nChanged 232
		SP:Iteration 7Q (6250.350000 sec): 3 clusters
  Score: Raw -979373.773262 + Penalty 2984.398171 = -976389.375091
  nChanged 239
		SP:Iteration 8Q (6250.380000 sec): 3 clusters
  Score: Raw -979436.714179 + Penalty 2984.398171 = -976452.316008
  nChanged 199
		SP:Iteration 9Q (6250.400000 sec): 3 clusters
  Score: Raw -979490.061147 + Penalty 2984.398171 = -976505.662976
  nChanged 200
		SP:Iteration 10Q (6250.430000 sec): 3 clusters
  Score: Raw -979548.477048 + Penalty 2984.398171 = -976564.078877
  nChanged 211
		SP:Iteration 11Q (6250.460000 sec): 3 clusters
  Score: Raw -979613.582778 + Penalty 2984.398171 = -976629.184607
  nChanged 227
		SP:Iteration 12Q (6250.480000 sec): 3 clusters
  Score: Raw -979684.488884 + Penalty 2984.398171 = -976700.090712
  nChanged 242
		SP:Iteration 13Q (6250.510000 sec): 3 clusters
  Score: Raw -979761.412050 + Penalty 2984.398171 = -976777.013878
  nChanged 252
		SP:Iteration 14Q (6250.530000 sec): 3 clusters
  Score: Raw -979843.489859 + Penalty 2984.398171 = -976859.091687
  nChanged 258
		SP:Iteration 15Q (6250.560000 sec): 3 clusters
  Score: Raw -979939.412632 + Penalty 2984.398171 = -976955.014461
  nChanged 286
		SP:Iteration 16Q (6250.590000 sec): 3 clusters
  Score: Raw -980048.190195 + Penalty 2984.398171 = -977063.792024
  nChanged 299
		SP:Iteration 17Q (6250.610000 sec): 3 clusters
  Score: Raw -980172.585212 + Penalty 2984.398171 = -977188.187041
  nChanged 311
		SP:Iteration 18Q (6250.640000 sec): 3 clusters
  Score: Raw -980323.499183 + Penalty 2984.398171 = -977339.101011
  nChanged 351
		SP:Iteration 19Q (6250.670000 sec): 3 clusters
  Score: Raw -980508.190914 + Penalty 2984.398171 = -977523.792743
  nChanged 380
		SP:Iteration 20F (6250.690000 sec): 3 clusters
  Score: Raw -980726.749880 + Penalty 2984.398171 = -977742.351709
  nChanged 401
		SP:Iteration 21Q (6250.710000 sec): 3 clusters
  Score: Raw -980961.106430 + Penalty 2984.398171 = -977976.708259
  nChanged 379
		SP:Iteration 22Q (6250.740000 sec): 3 clusters
  Score: Raw -981190.376850 + Penalty 2984.398171 = -978205.978678
  nChanged 334
		SP:Iteration 23Q (6250.760000 sec): 3 clusters
  Score: Raw -981383.683351 + Penalty 2984.398171 = -978399.285180
  nChanged 277
		SP:Iteration 24Q (6250.790000 sec): 3 clusters
  Score: Raw -981550.494214 + Penalty 2984.398171 = -978566.096042
  nChanged 271
		SP:Iteration 25Q (6250.810000 sec): 3 clusters
  Score: Raw -981720.352256 + Penalty 2984.398171 = -978735.954085
  nChanged 215
		SP:Iteration 26Q (6250.840000 sec): 3 clusters
  Score: Raw -981837.914755 + Penalty 2984.398171 = -978853.516584
  nChanged 145
		SP:Iteration 27Q (6250.860000 sec): 3 clusters
  Score: Raw -981908.526606 + Penalty 2984.398171 = -978924.128435
  nChanged 124
		SP:Iteration 28Q (6250.890000 sec): 3 clusters
  Score: Raw -981967.946443 + Penalty 2984.398171 = -978983.548271
  nChanged 86
		SP:Iteration 29Q (6250.910000 sec): 3 clusters
  Score: Raw -982004.585684 + Penalty 2984.398171 = -979020.187513
  nChanged 54
		SP:Iteration 30Q (6250.940000 sec): 3 clusters
  Score: Raw -982024.844096 + Penalty 2984.398171 = -979040.445925
  nChanged 36
		SP:Iteration 31Q (6250.960000 sec): 3 clusters
  Score: Raw -982038.060454 + Penalty 2984.398171 = -979053.662282
  nChanged 28
		SP:Iteration 32Q (6250.990000 sec): 3 clusters
  Score: Raw -982048.153901 + Penalty 2984.398171 = -979063.755730
  nChanged 17
		SP:Iteration 33Q (6251.010000 sec): 3 clusters
  Score: Raw -982052.962309 + Penalty 2984.398171 = -979068.564137
  nChanged 12
		SP:Iteration 34Q (6251.030000 sec): 3 clusters
  Score: Raw -982057.626107 + Penalty 2984.398171 = -979073.227936
  nChanged 15
		SP:Iteration 35Q (6251.060000 sec): 3 clusters
  Score: Raw -982062.639469 + Penalty 2984.398171 = -979078.241298
  nChanged 10
		SP:Iteration 36Q (6251.080000 sec): 3 clusters
  Score: Raw -982068.267898 + Penalty 2984.398171 = -979083.869727
  nChanged 11
		SP:Iteration 37Q (6251.110000 sec): 3 clusters
  Score: Raw -982072.399474 + Penalty 2984.398171 = -979088.001303
  nChanged 6
		SP:Iteration 38Q (6251.130000 sec): 3 clusters
  Score: Raw -982075.111947 + Penalty 2984.398171 = -979090.713776
  nChanged 6
		SP:Iteration 39Q (6251.150000 sec): 3 clusters
  Score: Raw -982077.329732 + Penalty 2984.398171 = -979092.931561
  nChanged 8
		SP:Iteration 40F (6251.180000 sec): 3 clusters
  Score: Raw -982079.860609 + Penalty 2984.398171 = -979095.462438
  nChanged 9
		SP:Iteration 41Q (6251.200000 sec): 3 clusters
  Score: Raw -982082.749063 + Penalty 2984.398171 = -979098.350892
  nChanged 7
		SP:Iteration 42Q (6251.230000 sec): 3 clusters
  Score: Raw -982086.199005 + Penalty 2984.398171 = -979101.800833
  nChanged 9
		SP:Iteration 43Q (6251.250000 sec): 3 clusters
  Score: Raw -982089.539642 + Penalty 2984.398171 = -979105.141470
  nChanged 12
		SP:Iteration 44Q (6251.270000 sec): 3 clusters
  Score: Raw -982092.590133 + Penalty 2984.398171 = -979108.191962
  nChanged 5
		SP:Iteration 45Q (6251.300000 sec): 3 clusters
  Score: Raw -982094.081476 + Penalty 2984.398171 = -979109.683304
  nChanged 6
		SP:Iteration 46Q (6251.320000 sec): 3 clusters
  Score: Raw -982095.823289 + Penalty 2984.398171 = -979111.425118
  nChanged 6
		SP:Iteration 47Q (6251.350000 sec): 3 clusters
  Score: Raw -982097.496898 + Penalty 2984.398171 = -979113.098727
  nChanged 3
		SP:Iteration 48Q (6251.370000 sec): 3 clusters
  Score: Raw -982098.771999 + Penalty 2984.398171 = -979114.373828
  nChanged 2
		SP:Iteration 49Q (6251.390000 sec): 3 clusters
  Score: Raw -982099.140071 + Penalty 2984.398171 = -979114.741900
  nChanged 0
		SP:Iteration 50F (6251.420000 sec): 3 clusters
  Score: Raw -982099.140071 + Penalty 2984.398171 = -979114.741900
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6251.430000 sec): 2 clusters
  Score: Raw -315698.212482 + Penalty 1315.386093 = -314382.826389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6251.450000 sec): 3 clusters
  Score: Raw -314146.017689 + Penalty 2630.772186 = -311515.245503
  nChanged 1234
		SP:Iteration 1F (6251.450000 sec): 3 clusters
  Score: Raw -314902.564043 + Penalty 2630.772186 = -312271.791857
  nChanged 282
		SP:Iteration 2F (6251.460000 sec): 3 clusters
  Score: Raw -315114.507651 + Penalty 2630.772186 = -312483.735465
  nChanged 206
		SP:Iteration 3F (6251.470000 sec): 3 clusters
  Score: Raw -315282.192549 + Penalty 2630.772186 = -312651.420363
  nChanged 193
		SP:Iteration 4F (6251.480000 sec): 3 clusters
  Score: Raw -315477.379443 + Penalty 2630.772186 = -312846.607257
  nChanged 228
		SP:Iteration 5F (6251.490000 sec): 3 clusters
  Score: Raw -315706.059061 + Penalty 2630.772186 = -313075.286875
  nChanged 211
		SP:Iteration 6F (6251.490000 sec): 3 clusters
  Score: Raw -315948.012326 + Penalty 2630.772186 = -313317.240140
  nChanged 200
		SP:Iteration 7F (6251.500000 sec): 3 clusters
  Score: Raw -316167.608696 + Penalty 2630.772186 = -313536.836510
  nChanged 161
		SP:Iteration 8Q (6251.510000 sec): 3 clusters
  Score: Raw -316333.592944 + Penalty 2630.772186 = -313702.820758
  nChanged 119
		SP:Iteration 9Q (6251.520000 sec): 3 clusters
  Score: Raw -316443.737309 + Penalty 2630.772186 = -313812.965123
  nChanged 91
		SP:Iteration 10Q (6251.530000 sec): 3 clusters
  Score: Raw -316513.164272 + Penalty 2630.772186 = -313882.392087
  nChanged 59
		SP:Iteration 11Q (6251.530000 sec): 3 clusters
  Score: Raw -316549.313179 + Penalty 2630.772186 = -313918.540993
  nChanged 41
		SP:Iteration 12Q (6251.540000 sec): 3 clusters
  Score: Raw -316580.989615 + Penalty 2630.772186 = -313950.217429
  nChanged 46
		SP:Iteration 13Q (6251.550000 sec): 3 clusters
  Score: Raw -316613.720094 + Penalty 2630.772186 = -313982.947908
  nChanged 34
		SP:Iteration 14Q (6251.560000 sec): 3 clusters
  Score: Raw -316639.050088 + Penalty 2630.772186 = -314008.277902
  nChanged 31
		SP:Iteration 15Q (6251.570000 sec): 3 clusters
  Score: Raw -316655.402395 + Penalty 2630.772186 = -314024.630209
  nChanged 17
		SP:Iteration 16Q (6251.570000 sec): 3 clusters
  Score: Raw -316664.077703 + Penalty 2630.772186 = -314033.305517
  nChanged 15
		SP:Iteration 17Q (6251.580000 sec): 3 clusters
  Score: Raw -316669.594003 + Penalty 2630.772186 = -314038.821817
  nChanged 7
		SP:Iteration 18Q (6251.590000 sec): 3 clusters
  Score: Raw -316672.088873 + Penalty 2630.772186 = -314041.316687
  nChanged 9
		SP:Iteration 19Q (6251.600000 sec): 3 clusters
  Score: Raw -316675.406728 + Penalty 2630.772186 = -314044.634542
  nChanged 7
		SP:Iteration 20F (6251.610000 sec): 3 clusters
  Score: Raw -316677.418091 + Penalty 2630.772186 = -314046.645906
  nChanged 4
		SP:Iteration 21Q (6251.610000 sec): 3 clusters
  Score: Raw -316678.727608 + Penalty 2630.772186 = -314047.955423
  nChanged 5
		SP:Iteration 22Q (6251.620000 sec): 3 clusters
  Score: Raw -316679.777630 + Penalty 2630.772186 = -314049.005444
  nChanged 2
		SP:Iteration 23Q (6251.630000 sec): 3 clusters
  Score: Raw -316680.049409 + Penalty 2630.772186 = -314049.277224
  nChanged 0
		SP:Iteration 24F (6251.640000 sec): 3 clusters
  Score: Raw -316680.049409 + Penalty 2630.772186 = -314049.277224
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6251.720000 sec): 2 clusters
  Score: Raw -2482059.868892 + Penalty 1647.226658 = -2480412.642234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6251.790000 sec): 3 clusters
  Score: Raw -2466606.961907 + Penalty 3294.453316 = -2463312.508591
  nChanged 11629
		SP:Iteration 1F (6251.860000 sec): 3 clusters
  Score: Raw -2473342.210758 + Penalty 3294.453316 = -2470047.757442
  nChanged 1464
		SP:Iteration 2F (6251.930000 sec): 3 clusters
  Score: Raw -2474114.881015 + Penalty 3294.453316 = -2470820.427699
  nChanged 1514
		SP:Iteration 3F (6251.990000 sec): 3 clusters
  Score: Raw -2474973.066036 + Penalty 3294.453316 = -2471678.612720
  nChanged 1583
		SP:Iteration 4F (6252.060000 sec): 3 clusters
  Score: Raw -2475925.424005 + Penalty 3294.453316 = -2472630.970689
  nChanged 1596
		SP:Iteration 5F (6252.130000 sec): 3 clusters
  Score: Raw -2476850.632112 + Penalty 3294.453316 = -2473556.178796
  nChanged 1478
		SP:Iteration 6F (6252.190000 sec): 3 clusters
  Score: Raw -2477691.944206 + Penalty 3294.453316 = -2474397.490890
  nChanged 1280
		SP:Iteration 7F (6252.260000 sec): 3 clusters
  Score: Raw -2478451.811895 + Penalty 3294.453316 = -2475157.358579
  nChanged 1058
		SP:Iteration 8Q (6252.330000 sec): 3 clusters
  Score: Raw -2479182.546355 + Penalty 3294.453316 = -2475888.093039
  nChanged 973
		SP:Iteration 9Q (6252.390000 sec): 3 clusters
  Score: Raw -2480043.870139 + Penalty 3294.453316 = -2476749.416823
  nChanged 848
		SP:Iteration 10Q (6252.460000 sec): 3 clusters
  Score: Raw -2480873.440477 + Penalty 3294.453316 = -2477578.987161
  nChanged 697
		SP:Iteration 11Q (6252.530000 sec): 3 clusters
  Score: Raw -2481530.329077 + Penalty 3294.453316 = -2478235.875760
  nChanged 545
		SP:Iteration 12Q (6252.590000 sec): 3 clusters
  Score: Raw -2481953.349491 + Penalty 3294.453316 = -2478658.896175
  nChanged 423
		SP:Iteration 13Q (6252.650000 sec): 3 clusters
  Score: Raw -2482236.141989 + Penalty 3294.453316 = -2478941.688673
  nChanged 350
		SP:Iteration 14Q (6252.710000 sec): 3 clusters
  Score: Raw -2482433.304855 + Penalty 3294.453316 = -2479138.851539
  nChanged 249
		SP:Iteration 15Q (6252.770000 sec): 3 clusters
  Score: Raw -2482544.776686 + Penalty 3294.453316 = -2479250.323370
  nChanged 189
		SP:Iteration 16Q (6252.830000 sec): 3 clusters
  Score: Raw -2482609.028319 + Penalty 3294.453316 = -2479314.575003
  nChanged 155
		SP:Iteration 17Q (6252.890000 sec): 3 clusters
  Score: Raw -2482655.898136 + Penalty 3294.453316 = -2479361.444820
  nChanged 125
		SP:Iteration 18Q (6252.940000 sec): 3 clusters
  Score: Raw -2482689.411171 + Penalty 3294.453316 = -2479394.957855
  nChanged 98
		SP:Iteration 19Q (6253.000000 sec): 3 clusters
  Score: Raw -2482709.406568 + Penalty 3294.453316 = -2479414.953252
  nChanged 86
		SP:Iteration 20F (6253.070000 sec): 3 clusters
  Score: Raw -2482727.489164 + Penalty 3294.453316 = -2479433.035847
  nChanged 68
		SP:Iteration 21Q (6253.120000 sec): 3 clusters
  Score: Raw -2482739.615140 + Penalty 3294.453316 = -2479445.161824
  nChanged 63
		SP:Iteration 22Q (6253.170000 sec): 3 clusters
  Score: Raw -2482752.727691 + Penalty 3294.453316 = -2479458.274374
  nChanged 65
		SP:Iteration 23Q (6253.230000 sec): 3 clusters
  Score: Raw -2482765.376548 + Penalty 3294.453316 = -2479470.923231
  nChanged 67
		SP:Iteration 24Q (6253.280000 sec): 3 clusters
  Score: Raw -2482777.874136 + Penalty 3294.453316 = -2479483.420820
  nChanged 70
		SP:Iteration 25Q (6253.340000 sec): 3 clusters
  Score: Raw -2482788.942173 + Penalty 3294.453316 = -2479494.488856
  nChanged 46
		SP:Iteration 26Q (6253.390000 sec): 3 clusters
  Score: Raw -2482795.032766 + Penalty 3294.453316 = -2479500.579449
  nChanged 29
		SP:Iteration 27Q (6253.450000 sec): 3 clusters
  Score: Raw -2482797.844920 + Penalty 3294.453316 = -2479503.391604
  nChanged 21
		SP:Iteration 28Q (6253.500000 sec): 3 clusters
  Score: Raw -2482800.226491 + Penalty 3294.453316 = -2479505.773174
  nChanged 17
		SP:Iteration 29Q (6253.550000 sec): 3 clusters
  Score: Raw -2482801.512468 + Penalty 3294.453316 = -2479507.059152
  nChanged 14
		SP:Iteration 30Q (6253.610000 sec): 3 clusters
  Score: Raw -2482802.598203 + Penalty 3294.453316 = -2479508.144886
  nChanged 17
		SP:Iteration 31Q (6253.660000 sec): 3 clusters
  Score: Raw -2482804.789689 + Penalty 3294.453316 = -2479510.336373
  nChanged 17
		SP:Iteration 32Q (6253.720000 sec): 3 clusters
  Score: Raw -2482806.737825 + Penalty 3294.453316 = -2479512.284509
  nChanged 21
		SP:Iteration 33Q (6253.770000 sec): 3 clusters
  Score: Raw -2482809.257752 + Penalty 3294.453316 = -2479514.804436
  nChanged 18
		SP:Iteration 34Q (6253.830000 sec): 3 clusters
  Score: Raw -2482811.214786 + Penalty 3294.453316 = -2479516.761469
  nChanged 12
		SP:Iteration 35Q (6253.880000 sec): 3 clusters
  Score: Raw -2482812.463694 + Penalty 3294.453316 = -2479518.010378
  nChanged 8
		SP:Iteration 36Q (6253.930000 sec): 3 clusters
  Score: Raw -2482812.871777 + Penalty 3294.453316 = -2479518.418460
  nChanged 5
		SP:Iteration 37Q (6253.990000 sec): 3 clusters
  Score: Raw -2482813.209429 + Penalty 3294.453316 = -2479518.756112
  nChanged 5
		SP:Iteration 38Q (6254.050000 sec): 3 clusters
  Score: Raw -2482813.463346 + Penalty 3294.453316 = -2479519.010029
  nChanged 2
		SP:Iteration 39Q (6254.100000 sec): 3 clusters
  Score: Raw -2482813.536916 + Penalty 3294.453316 = -2479519.083599
  nChanged 1
		SP:Iteration 40F (6254.170000 sec): 3 clusters
  Score: Raw -2482813.557827 + Penalty 3294.453316 = -2479519.104511
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6254.190000 sec): 2 clusters
  Score: Raw -24786.360861 + Penalty 920.794337 = -23865.566524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6254.190000 sec): 3 clusters
  Score: Raw -24859.610552 + Penalty 1841.588674 = -23018.021878
  nChanged 56
		SP:Iteration 1F (6254.190000 sec): 3 clusters
  Score: Raw -24970.642606 + Penalty 1841.588674 = -23129.053932
  nChanged 8
		SP:Iteration 2Q (6254.190000 sec): 3 clusters
  Score: Raw -24983.609912 + Penalty 1841.588674 = -23142.021238
  nChanged 5
		SP:Iteration 3Q (6254.190000 sec): 3 clusters
  Score: Raw -24996.972701 + Penalty 1841.588674 = -23155.384027
  nChanged 4
		SP:Iteration 4Q (6254.190000 sec): 3 clusters
  Score: Raw -25009.139773 + Penalty 1841.588674 = -23167.551100
  nChanged 3
		SP:Iteration 5Q (6254.190000 sec): 3 clusters
  Score: Raw -25022.126489 + Penalty 1841.588674 = -23180.537815
  nChanged 2
		SP:Iteration 6Q (6254.190000 sec): 3 clusters
  Score: Raw -25025.464359 + Penalty 1841.588674 = -23183.875685
  nChanged 0
		SP:Iteration 7F (6254.200000 sec): 3 clusters
  Score: Raw -25025.464359 + Penalty 1841.588674 = -23183.875685
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6254.220000 sec): 2 clusters
  Score: Raw -628821.482201 + Penalty 1425.473634 = -627396.008567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6254.240000 sec): 3 clusters
  Score: Raw -625326.285150 + Penalty 2850.947268 = -622475.337883
  nChanged 2664
		SP:Iteration 1F (6254.250000 sec): 3 clusters
  Score: Raw -626912.578635 + Penalty 2850.947268 = -624061.631368
  nChanged 510
		SP:Iteration 2F (6254.270000 sec): 3 clusters
  Score: Raw -627246.610651 + Penalty 2850.947268 = -624395.663383
  nChanged 447
		SP:Iteration 3F (6254.290000 sec): 3 clusters
  Score: Raw -627497.298188 + Penalty 2850.947268 = -624646.350920
  nChanged 337
		SP:Iteration 4F (6254.300000 sec): 3 clusters
  Score: Raw -627670.206965 + Penalty 2850.947268 = -624819.259697
  nChanged 246
		SP:Iteration 5Q (6254.320000 sec): 3 clusters
  Score: Raw -627787.307512 + Penalty 2850.947268 = -624936.360244
  nChanged 221
		SP:Iteration 6Q (6254.330000 sec): 3 clusters
  Score: Raw -627894.458605 + Penalty 2850.947268 = -625043.511337
  nChanged 220
		SP:Iteration 7Q (6254.350000 sec): 3 clusters
  Score: Raw -628012.004856 + Penalty 2850.947268 = -625161.057588
  nChanged 197
		SP:Iteration 8Q (6254.370000 sec): 3 clusters
  Score: Raw -628118.784659 + Penalty 2850.947268 = -625267.837391
  nChanged 188
		SP:Iteration 9Q (6254.380000 sec): 3 clusters
  Score: Raw -628229.544684 + Penalty 2850.947268 = -625378.597417
  nChanged 213
		SP:Iteration 10Q (6254.400000 sec): 3 clusters
  Score: Raw -628348.121211 + Penalty 2850.947268 = -625497.173943
  nChanged 175
		SP:Iteration 11Q (6254.410000 sec): 3 clusters
  Score: Raw -628443.278001 + Penalty 2850.947268 = -625592.330733
  nChanged 151
		SP:Iteration 12Q (6254.430000 sec): 3 clusters
  Score: Raw -628530.614341 + Penalty 2850.947268 = -625679.667074
  nChanged 136
		SP:Iteration 13Q (6254.440000 sec): 3 clusters
  Score: Raw -628611.987757 + Penalty 2850.947268 = -625761.040489
  nChanged 128
		SP:Iteration 14Q (6254.460000 sec): 3 clusters
  Score: Raw -628694.155001 + Penalty 2850.947268 = -625843.207733
  nChanged 126
		SP:Iteration 15Q (6254.470000 sec): 3 clusters
  Score: Raw -628777.304669 + Penalty 2850.947268 = -625926.357401
  nChanged 104
		SP:Iteration 16Q (6254.490000 sec): 3 clusters
  Score: Raw -628841.633927 + Penalty 2850.947268 = -625990.686659
  nChanged 79
		SP:Iteration 17Q (6254.510000 sec): 3 clusters
  Score: Raw -628892.888498 + Penalty 2850.947268 = -626041.941230
  nChanged 78
		SP:Iteration 18Q (6254.520000 sec): 3 clusters
  Score: Raw -628940.809439 + Penalty 2850.947268 = -626089.862172
  nChanged 55
		SP:Iteration 19Q (6254.530000 sec): 3 clusters
  Score: Raw -628974.418960 + Penalty 2850.947268 = -626123.471692
  nChanged 44
		SP:Iteration 20F (6254.550000 sec): 3 clusters
  Score: Raw -629002.173417 + Penalty 2850.947268 = -626151.226149
  nChanged 36
		SP:Iteration 21Q (6254.570000 sec): 3 clusters
  Score: Raw -629026.793514 + Penalty 2850.947268 = -626175.846246
  nChanged 30
		SP:Iteration 22Q (6254.580000 sec): 3 clusters
  Score: Raw -629048.773468 + Penalty 2850.947268 = -626197.826200
  nChanged 25
		SP:Iteration 23Q (6254.590000 sec): 3 clusters
  Score: Raw -629065.109844 + Penalty 2850.947268 = -626214.162576
  nChanged 24
		SP:Iteration 24Q (6254.610000 sec): 3 clusters
  Score: Raw -629081.099189 + Penalty 2850.947268 = -626230.151922
  nChanged 20
		SP:Iteration 25Q (6254.620000 sec): 3 clusters
  Score: Raw -629094.002639 + Penalty 2850.947268 = -626243.055372
  nChanged 13
		SP:Iteration 26Q (6254.640000 sec): 3 clusters
  Score: Raw -629105.361887 + Penalty 2850.947268 = -626254.414619
  nChanged 19
		SP:Iteration 27Q (6254.650000 sec): 3 clusters
  Score: Raw -629117.942726 + Penalty 2850.947268 = -626266.995459
  nChanged 13
		SP:Iteration 28Q (6254.670000 sec): 3 clusters
  Score: Raw -629125.563605 + Penalty 2850.947268 = -626274.616337
  nChanged 7
		SP:Iteration 29Q (6254.680000 sec): 3 clusters
  Score: Raw -629129.964375 + Penalty 2850.947268 = -626279.017107
  nChanged 8
		SP:Iteration 30Q (6254.690000 sec): 3 clusters
  Score: Raw -629133.850050 + Penalty 2850.947268 = -626282.902782
  nChanged 6
		SP:Iteration 31Q (6254.710000 sec): 3 clusters
  Score: Raw -629138.606080 + Penalty 2850.947268 = -626287.658812
  nChanged 4
		SP:Iteration 32Q (6254.720000 sec): 3 clusters
  Score: Raw -629140.963235 + Penalty 2850.947268 = -626290.015967
  nChanged 3
		SP:Iteration 33Q (6254.740000 sec): 3 clusters
  Score: Raw -629142.296108 + Penalty 2850.947268 = -626291.348840
  nChanged 1
		SP:Iteration 34Q (6254.750000 sec): 3 clusters
  Score: Raw -629142.681601 + Penalty 2850.947268 = -626291.734333
  nChanged 1
		SP:Iteration 35Q (6254.760000 sec): 3 clusters
  Score: Raw -629143.042565 + Penalty 2850.947268 = -626292.095298
  nChanged 0
		SP:Iteration 36F (6254.780000 sec): 3 clusters
  Score: Raw -629143.042565 + Penalty 2850.947268 = -626292.095298
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6254.790000 sec): 2 clusters
  Score: Raw -172632.692748 + Penalty 1224.138306 = -171408.554442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6254.790000 sec): 3 clusters
  Score: Raw -171886.710585 + Penalty 2448.276612 = -169438.433972
  nChanged 669
		SP:Iteration 1F (6254.800000 sec): 3 clusters
  Score: Raw -172427.934561 + Penalty 2448.276612 = -169979.657949
  nChanged 161
		SP:Iteration 2F (6254.810000 sec): 3 clusters
  Score: Raw -172633.227169 + Penalty 2448.276612 = -170184.950557
  nChanged 129
		SP:Iteration 3F (6254.810000 sec): 3 clusters
  Score: Raw -172775.464656 + Penalty 2448.276612 = -170327.188044
  nChanged 92
		SP:Iteration 4Q (6254.810000 sec): 3 clusters
  Score: Raw -172876.821585 + Penalty 2448.276612 = -170428.544973
  nChanged 82
		SP:Iteration 5Q (6254.820000 sec): 3 clusters
  Score: Raw -172968.105440 + Penalty 2448.276612 = -170519.828828
  nChanged 66
		SP:Iteration 6Q (6254.820000 sec): 3 clusters
  Score: Raw -173041.069309 + Penalty 2448.276612 = -170592.792697
  nChanged 64
		SP:Iteration 7Q (6254.830000 sec): 3 clusters
  Score: Raw -173121.610002 + Penalty 2448.276612 = -170673.333389
  nChanged 51
		SP:Iteration 8Q (6254.830000 sec): 3 clusters
  Score: Raw -173174.881020 + Penalty 2448.276612 = -170726.604408
  nChanged 42
		SP:Iteration 9Q (6254.840000 sec): 3 clusters
  Score: Raw -173211.634316 + Penalty 2448.276612 = -170763.357704
  nChanged 26
		SP:Iteration 10Q (6254.840000 sec): 3 clusters
  Score: Raw -173234.656947 + Penalty 2448.276612 = -170786.380335
  nChanged 18
		SP:Iteration 11Q (6254.850000 sec): 3 clusters
  Score: Raw -173252.105970 + Penalty 2448.276612 = -170803.829358
  nChanged 16
		SP:Iteration 12Q (6254.850000 sec): 3 clusters
  Score: Raw -173265.029820 + Penalty 2448.276612 = -170816.753207
  nChanged 10
		SP:Iteration 13Q (6254.850000 sec): 3 clusters
  Score: Raw -173270.414025 + Penalty 2448.276612 = -170822.137412
  nChanged 5
		SP:Iteration 14Q (6254.860000 sec): 3 clusters
  Score: Raw -173273.118818 + Penalty 2448.276612 = -170824.842206
  nChanged 3
		SP:Iteration 15Q (6254.860000 sec): 3 clusters
  Score: Raw -173275.419386 + Penalty 2448.276612 = -170827.142774
  nChanged 4
		SP:Iteration 16Q (6254.870000 sec): 3 clusters
  Score: Raw -173277.920345 + Penalty 2448.276612 = -170829.643733
  nChanged 3
		SP:Iteration 17Q (6254.870000 sec): 3 clusters
  Score: Raw -173279.164633 + Penalty 2448.276612 = -170830.888020
  nChanged 1
		SP:Iteration 18Q (6254.870000 sec): 3 clusters
  Score: Raw -173280.418835 + Penalty 2448.276612 = -170832.142222
  nChanged 0
		SP:Iteration 19F (6254.880000 sec): 3 clusters
  Score: Raw -173280.418835 + Penalty 2448.276612 = -170832.142222
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6254.910000 sec): 2 clusters
  Score: Raw -665459.768113 + Penalty 1448.801383 = -664010.966730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6254.930000 sec): 3 clusters
  Score: Raw -661442.779264 + Penalty 2897.602766 = -658545.176498
  nChanged 3117
		SP:Iteration 1F (6254.950000 sec): 3 clusters
  Score: Raw -663321.105712 + Penalty 2897.602766 = -660423.502946
  nChanged 644
		SP:Iteration 2F (6254.970000 sec): 3 clusters
  Score: Raw -663817.413704 + Penalty 2897.602766 = -660919.810938
  nChanged 570
		SP:Iteration 3F (6254.990000 sec): 3 clusters
  Score: Raw -664264.055450 + Penalty 2897.602766 = -661366.452683
  nChanged 512
		SP:Iteration 4F (6255.010000 sec): 3 clusters
  Score: Raw -664665.199545 + Penalty 2897.602766 = -661767.596779
  nChanged 432
		SP:Iteration 5F (6255.030000 sec): 3 clusters
  Score: Raw -665007.586638 + Penalty 2897.602766 = -662109.983872
  nChanged 345
		SP:Iteration 6Q (6255.050000 sec): 3 clusters
  Score: Raw -665255.597513 + Penalty 2897.602766 = -662357.994747
  nChanged 274
		SP:Iteration 7Q (6255.060000 sec): 3 clusters
  Score: Raw -665460.851378 + Penalty 2897.602766 = -662563.248612
  nChanged 248
		SP:Iteration 8Q (6255.080000 sec): 3 clusters
  Score: Raw -665632.372482 + Penalty 2897.602766 = -662734.769716
  nChanged 198
		SP:Iteration 9Q (6255.100000 sec): 3 clusters
  Score: Raw -665736.044451 + Penalty 2897.602766 = -662838.441685
  nChanged 158
		SP:Iteration 10Q (6255.120000 sec): 3 clusters
  Score: Raw -665806.550992 + Penalty 2897.602766 = -662908.948226
  nChanged 109
		SP:Iteration 11Q (6255.130000 sec): 3 clusters
  Score: Raw -665857.573781 + Penalty 2897.602766 = -662959.971015
  nChanged 108
		SP:Iteration 12Q (6255.150000 sec): 3 clusters
  Score: Raw -665900.985307 + Penalty 2897.602766 = -663003.382541
  nChanged 93
		SP:Iteration 13Q (6255.170000 sec): 3 clusters
  Score: Raw -665932.303364 + Penalty 2897.602766 = -663034.700598
  nChanged 75
		SP:Iteration 14Q (6255.190000 sec): 3 clusters
  Score: Raw -665956.925285 + Penalty 2897.602766 = -663059.322518
  nChanged 72
		SP:Iteration 15Q (6255.210000 sec): 3 clusters
  Score: Raw -665978.790181 + Penalty 2897.602766 = -663081.187415
  nChanged 62
		SP:Iteration 16Q (6255.230000 sec): 3 clusters
  Score: Raw -665995.242151 + Penalty 2897.602766 = -663097.639385
  nChanged 46
		SP:Iteration 17Q (6255.240000 sec): 3 clusters
  Score: Raw -666008.167673 + Penalty 2897.602766 = -663110.564907
  nChanged 43
		SP:Iteration 18Q (6255.260000 sec): 3 clusters
  Score: Raw -666018.313685 + Penalty 2897.602766 = -663120.710919
  nChanged 30
		SP:Iteration 19Q (6255.280000 sec): 3 clusters
  Score: Raw -666024.780534 + Penalty 2897.602766 = -663127.177768
  nChanged 28
		SP:Iteration 20F (6255.300000 sec): 3 clusters
  Score: Raw -666030.143240 + Penalty 2897.602766 = -663132.540474
  nChanged 20
		SP:Iteration 21Q (6255.310000 sec): 3 clusters
  Score: Raw -666034.133230 + Penalty 2897.602766 = -663136.530464
  nChanged 23
		SP:Iteration 22Q (6255.330000 sec): 3 clusters
  Score: Raw -666039.883451 + Penalty 2897.602766 = -663142.280685
  nChanged 22
		SP:Iteration 23Q (6255.350000 sec): 3 clusters
  Score: Raw -666046.165909 + Penalty 2897.602766 = -663148.563142
  nChanged 27
		SP:Iteration 24Q (6255.370000 sec): 3 clusters
  Score: Raw -666050.861272 + Penalty 2897.602766 = -663153.258506
  nChanged 16
		SP:Iteration 25Q (6255.390000 sec): 3 clusters
  Score: Raw -666054.053084 + Penalty 2897.602766 = -663156.450318
  nChanged 16
		SP:Iteration 26Q (6255.410000 sec): 3 clusters
  Score: Raw -666056.629747 + Penalty 2897.602766 = -663159.026981
  nChanged 17
		SP:Iteration 27Q (6255.420000 sec): 3 clusters
  Score: Raw -666058.741914 + Penalty 2897.602766 = -663161.139147
  nChanged 6
		SP:Iteration 28Q (6255.440000 sec): 3 clusters
  Score: Raw -666059.370819 + Penalty 2897.602766 = -663161.768053
  nChanged 3
		SP:Iteration 29Q (6255.460000 sec): 3 clusters
  Score: Raw -666059.649961 + Penalty 2897.602766 = -663162.047195
  nChanged 0
		SP:Iteration 30F (6255.480000 sec): 3 clusters
  Score: Raw -666059.649961 + Penalty 2897.602766 = -663162.047195
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6255.490000 sec): 2 clusters
  Score: Raw -367657.041076 + Penalty 1340.173259 = -366316.867817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6255.500000 sec): 3 clusters
  Score: Raw -365767.664698 + Penalty 2680.346517 = -363087.318181
  nChanged 1505
		SP:Iteration 1F (6255.510000 sec): 3 clusters
  Score: Raw -366616.973347 + Penalty 2680.346517 = -363936.626830
  nChanged 287
		SP:Iteration 2F (6255.520000 sec): 3 clusters
  Score: Raw -366797.859094 + Penalty 2680.346517 = -364117.512577
  nChanged 235
		SP:Iteration 3F (6255.530000 sec): 3 clusters
  Score: Raw -366958.696175 + Penalty 2680.346517 = -364278.349658
  nChanged 211
		SP:Iteration 4F (6255.540000 sec): 3 clusters
  Score: Raw -367106.838330 + Penalty 2680.346517 = -364426.491813
  nChanged 192
		SP:Iteration 5F (6255.550000 sec): 3 clusters
  Score: Raw -367253.335729 + Penalty 2680.346517 = -364572.989211
  nChanged 181
		SP:Iteration 6Q (6255.560000 sec): 3 clusters
  Score: Raw -367361.725066 + Penalty 2680.346517 = -364681.378548
  nChanged 159
		SP:Iteration 7Q (6255.570000 sec): 3 clusters
  Score: Raw -367471.159526 + Penalty 2680.346517 = -364790.813009
  nChanged 152
		SP:Iteration 8Q (6255.580000 sec): 3 clusters
  Score: Raw -367569.736071 + Penalty 2680.346517 = -364889.389554
  nChanged 128
		SP:Iteration 9Q (6255.590000 sec): 3 clusters
  Score: Raw -367647.692261 + Penalty 2680.346517 = -364967.345744
  nChanged 107
		SP:Iteration 10Q (6255.600000 sec): 3 clusters
  Score: Raw -367710.991693 + Penalty 2680.346517 = -365030.645176
  nChanged 89
		SP:Iteration 11Q (6255.610000 sec): 3 clusters
  Score: Raw -367761.012388 + Penalty 2680.346517 = -365080.665870
  nChanged 72
		SP:Iteration 12Q (6255.620000 sec): 3 clusters
  Score: Raw -367797.654337 + Penalty 2680.346517 = -365117.307820
  nChanged 55
		SP:Iteration 13Q (6255.630000 sec): 3 clusters
  Score: Raw -367824.788582 + Penalty 2680.346517 = -365144.442065
  nChanged 49
		SP:Iteration 14Q (6255.640000 sec): 3 clusters
  Score: Raw -367845.313452 + Penalty 2680.346517 = -365164.966935
  nChanged 39
		SP:Iteration 15Q (6255.650000 sec): 3 clusters
  Score: Raw -367857.941916 + Penalty 2680.346517 = -365177.595399
  nChanged 34
		SP:Iteration 16Q (6255.660000 sec): 3 clusters
  Score: Raw -367870.447678 + Penalty 2680.346517 = -365190.101161
  nChanged 31
		SP:Iteration 17Q (6255.670000 sec): 3 clusters
  Score: Raw -367883.479121 + Penalty 2680.346517 = -365203.132604
  nChanged 25
		SP:Iteration 18Q (6255.680000 sec): 3 clusters
  Score: Raw -367892.872950 + Penalty 2680.346517 = -365212.526433
  nChanged 29
		SP:Iteration 19Q (6255.690000 sec): 3 clusters
  Score: Raw -367901.999429 + Penalty 2680.346517 = -365221.652912
  nChanged 13
		SP:Iteration 20F (6255.700000 sec): 3 clusters
  Score: Raw -367905.059586 + Penalty 2680.346517 = -365224.713069
  nChanged 11
		SP:Iteration 21Q (6255.710000 sec): 3 clusters
  Score: Raw -367907.579345 + Penalty 2680.346517 = -365227.232828
  nChanged 12
		SP:Iteration 22Q (6255.720000 sec): 3 clusters
  Score: Raw -367910.911533 + Penalty 2680.346517 = -365230.565015
  nChanged 12
		SP:Iteration 23Q (6255.730000 sec): 3 clusters
  Score: Raw -367914.352812 + Penalty 2680.346517 = -365234.006295
  nChanged 14
		SP:Iteration 24Q (6255.740000 sec): 3 clusters
  Score: Raw -367918.116801 + Penalty 2680.346517 = -365237.770284
  nChanged 6
		SP:Iteration 25Q (6255.750000 sec): 3 clusters
  Score: Raw -367919.795968 + Penalty 2680.346517 = -365239.449451
  nChanged 8
		SP:Iteration 26Q (6255.760000 sec): 3 clusters
  Score: Raw -367922.018848 + Penalty 2680.346517 = -365241.672331
  nChanged 8
		SP:Iteration 27Q (6255.770000 sec): 3 clusters
  Score: Raw -367924.799729 + Penalty 2680.346517 = -365244.453212
  nChanged 9
		SP:Iteration 28Q (6255.780000 sec): 3 clusters
  Score: Raw -367928.487196 + Penalty 2680.346517 = -365248.140679
  nChanged 10
		SP:Iteration 29Q (6255.790000 sec): 3 clusters
  Score: Raw -367931.427362 + Penalty 2680.346517 = -365251.080845
  nChanged 7
		SP:Iteration 30Q (6255.790000 sec): 3 clusters
  Score: Raw -367933.354028 + Penalty 2680.346517 = -365253.007511
  nChanged 4
		SP:Iteration 31Q (6255.810000 sec): 3 clusters
  Score: Raw -367934.374948 + Penalty 2680.346517 = -365254.028431
  nChanged 4
		SP:Iteration 32Q (6255.810000 sec): 3 clusters
  Score: Raw -367935.858710 + Penalty 2680.346517 = -365255.512193
  nChanged 5
		SP:Iteration 33Q (6255.820000 sec): 3 clusters
  Score: Raw -367937.110122 + Penalty 2680.346517 = -365256.763605
  nChanged 4
		SP:Iteration 34Q (6255.830000 sec): 3 clusters
  Score: Raw -367938.319695 + Penalty 2680.346517 = -365257.973178
  nChanged 1
		SP:Iteration 35Q (6255.840000 sec): 3 clusters
  Score: Raw -367938.611838 + Penalty 2680.346517 = -365258.265321
  nChanged 2
		SP:Iteration 36Q (6255.850000 sec): 3 clusters
  Score: Raw -367939.220531 + Penalty 2680.346517 = -365258.874014
  nChanged 2
		SP:Iteration 37Q (6255.860000 sec): 3 clusters
  Score: Raw -367939.796878 + Penalty 2680.346517 = -365259.450361
  nChanged 0
		SP:Iteration 38F (6255.870000 sec): 3 clusters
  Score: Raw -367939.796878 + Penalty 2680.346517 = -365259.450361
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6255.880000 sec): 2 clusters
  Score: Raw -128343.209592 + Penalty 1158.250226 = -127184.959366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6255.880000 sec): 3 clusters
  Score: Raw -127900.366229 + Penalty 2316.500452 = -125583.865776
  nChanged 391
		SP:Iteration 1F (6255.890000 sec): 3 clusters
  Score: Raw -128224.077952 + Penalty 2316.500452 = -125907.577500
  nChanged 92
		SP:Iteration 2F (6255.890000 sec): 3 clusters
  Score: Raw -128315.220874 + Penalty 2316.500452 = -125998.720422
  nChanged 44
		SP:Iteration 3Q (6255.890000 sec): 3 clusters
  Score: Raw -128350.251815 + Penalty 2316.500452 = -126033.751363
  nChanged 27
		SP:Iteration 4Q (6255.890000 sec): 3 clusters
  Score: Raw -128374.200652 + Penalty 2316.500452 = -126057.700200
  nChanged 21
		SP:Iteration 5Q (6255.900000 sec): 3 clusters
  Score: Raw -128393.781113 + Penalty 2316.500452 = -126077.280660
  nChanged 15
		SP:Iteration 6Q (6255.900000 sec): 3 clusters
  Score: Raw -128403.938498 + Penalty 2316.500452 = -126087.438046
  nChanged 7
		SP:Iteration 7Q (6255.910000 sec): 3 clusters
  Score: Raw -128408.563631 + Penalty 2316.500452 = -126092.063179
  nChanged 4
		SP:Iteration 8Q (6255.910000 sec): 3 clusters
  Score: Raw -128410.739050 + Penalty 2316.500452 = -126094.238598
  nChanged 3
		SP:Iteration 9Q (6255.910000 sec): 3 clusters
  Score: Raw -128412.030888 + Penalty 2316.500452 = -126095.530436
  nChanged 3
		SP:Iteration 10Q (6255.910000 sec): 3 clusters
  Score: Raw -128414.146248 + Penalty 2316.500452 = -126097.645796
  nChanged 4
		SP:Iteration 11Q (6255.920000 sec): 3 clusters
  Score: Raw -128419.669407 + Penalty 2316.500452 = -126103.168955
  nChanged 1
		SP:Iteration 12Q (6255.920000 sec): 3 clusters
  Score: Raw -128419.774199 + Penalty 2316.500452 = -126103.273747
  nChanged 1
		SP:Iteration 13Q (6255.920000 sec): 3 clusters
  Score: Raw -128421.159468 + Penalty 2316.500452 = -126104.659016
  nChanged 4
		SP:Iteration 14Q (6255.930000 sec): 3 clusters
  Score: Raw -128422.734752 + Penalty 2316.500452 = -126106.234300
  nChanged 1
		SP:Iteration 15Q (6255.930000 sec): 3 clusters
  Score: Raw -128423.213720 + Penalty 2316.500452 = -126106.713268
  nChanged 0
		SP:Iteration 16F (6255.930000 sec): 3 clusters
  Score: Raw -128423.213720 + Penalty 2316.500452 = -126106.713268
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6255.950000 sec): 2 clusters
  Score: Raw -321615.367036 + Penalty 1322.753892 = -320292.613144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6255.950000 sec): 3 clusters
  Score: Raw -319951.144041 + Penalty 2645.507785 = -317305.636256
  nChanged 1341
		SP:Iteration 1F (6255.970000 sec): 3 clusters
  Score: Raw -320674.124912 + Penalty 2645.507785 = -318028.617127
  nChanged 263
		SP:Iteration 2F (6255.970000 sec): 3 clusters
  Score: Raw -320829.203515 + Penalty 2645.507785 = -318183.695730
  nChanged 182
		SP:Iteration 3F (6255.980000 sec): 3 clusters
  Score: Raw -320907.866624 + Penalty 2645.507785 = -318262.358839
  nChanged 123
		SP:Iteration 4Q (6255.990000 sec): 3 clusters
  Score: Raw -320972.170234 + Penalty 2645.507785 = -318326.662449
  nChanged 117
		SP:Iteration 5Q (6256.000000 sec): 3 clusters
  Score: Raw -321029.708857 + Penalty 2645.507785 = -318384.201072
  nChanged 90
		SP:Iteration 6Q (6256.010000 sec): 3 clusters
  Score: Raw -321080.463770 + Penalty 2645.507785 = -318434.955986
  nChanged 92
		SP:Iteration 7Q (6256.020000 sec): 3 clusters
  Score: Raw -321132.892582 + Penalty 2645.507785 = -318487.384798
  nChanged 95
		SP:Iteration 8Q (6256.030000 sec): 3 clusters
  Score: Raw -321180.762953 + Penalty 2645.507785 = -318535.255169
  nChanged 88
		SP:Iteration 9Q (6256.030000 sec): 3 clusters
  Score: Raw -321225.880024 + Penalty 2645.507785 = -318580.372239
  nChanged 100
		SP:Iteration 10Q (6256.040000 sec): 3 clusters
  Score: Raw -321281.787360 + Penalty 2645.507785 = -318636.279575
  nChanged 103
		SP:Iteration 11Q (6256.050000 sec): 3 clusters
  Score: Raw -321340.122764 + Penalty 2645.507785 = -318694.614979
  nChanged 105
		SP:Iteration 12Q (6256.060000 sec): 3 clusters
  Score: Raw -321398.621145 + Penalty 2645.507785 = -318753.113361
  nChanged 84
		SP:Iteration 13Q (6256.070000 sec): 3 clusters
  Score: Raw -321441.359053 + Penalty 2645.507785 = -318795.851269
  nChanged 80
		SP:Iteration 14Q (6256.080000 sec): 3 clusters
  Score: Raw -321482.468354 + Penalty 2645.507785 = -318836.960570
  nChanged 70
		SP:Iteration 15Q (6256.090000 sec): 3 clusters
  Score: Raw -321533.322145 + Penalty 2645.507785 = -318887.814361
  nChanged 77
		SP:Iteration 16Q (6256.090000 sec): 3 clusters
  Score: Raw -321603.803572 + Penalty 2645.507785 = -318958.295788
  nChanged 87
		SP:Iteration 17Q (6256.100000 sec): 3 clusters
  Score: Raw -321703.454039 + Penalty 2645.507785 = -319057.946255
  nChanged 103
		SP:Iteration 18Q (6256.110000 sec): 3 clusters
  Score: Raw -321793.544294 + Penalty 2645.507785 = -319148.036509
  nChanged 101
		SP:Iteration 19Q (6256.120000 sec): 3 clusters
  Score: Raw -321876.740867 + Penalty 2645.507785 = -319231.233082
  nChanged 84
		SP:Iteration 20F (6256.130000 sec): 3 clusters
  Score: Raw -321938.004956 + Penalty 2645.507785 = -319292.497172
  nChanged 78
		SP:Iteration 21Q (6256.140000 sec): 3 clusters
  Score: Raw -321991.728577 + Penalty 2645.507785 = -319346.220793
  nChanged 72
		SP:Iteration 22Q (6256.150000 sec): 3 clusters
  Score: Raw -322043.033839 + Penalty 2645.507785 = -319397.526054
  nChanged 61
		SP:Iteration 23Q (6256.150000 sec): 3 clusters
  Score: Raw -322086.035767 + Penalty 2645.507785 = -319440.527983
  nChanged 69
		SP:Iteration 24Q (6256.160000 sec): 3 clusters
  Score: Raw -322132.582390 + Penalty 2645.507785 = -319487.074605
  nChanged 63
		SP:Iteration 25Q (6256.170000 sec): 3 clusters
  Score: Raw -322167.748090 + Penalty 2645.507785 = -319522.240306
  nChanged 45
		SP:Iteration 26Q (6256.180000 sec): 3 clusters
  Score: Raw -322192.296217 + Penalty 2645.507785 = -319546.788433
  nChanged 39
		SP:Iteration 27Q (6256.190000 sec): 3 clusters
  Score: Raw -322209.649547 + Penalty 2645.507785 = -319564.141762
  nChanged 26
		SP:Iteration 28Q (6256.190000 sec): 3 clusters
  Score: Raw -322220.699121 + Penalty 2645.507785 = -319575.191336
  nChanged 21
		SP:Iteration 29Q (6256.200000 sec): 3 clusters
  Score: Raw -322232.921125 + Penalty 2645.507785 = -319587.413340
  nChanged 26
		SP:Iteration 30Q (6256.210000 sec): 3 clusters
  Score: Raw -322245.232683 + Penalty 2645.507785 = -319599.724898
  nChanged 17
		SP:Iteration 31Q (6256.220000 sec): 3 clusters
  Score: Raw -322252.823155 + Penalty 2645.507785 = -319607.315371
  nChanged 15
		SP:Iteration 32Q (6256.230000 sec): 3 clusters
  Score: Raw -322261.012960 + Penalty 2645.507785 = -319615.505175
  nChanged 20
		SP:Iteration 33Q (6256.240000 sec): 3 clusters
  Score: Raw -322271.625947 + Penalty 2645.507785 = -319626.118163
  nChanged 15
		SP:Iteration 34Q (6256.250000 sec): 3 clusters
  Score: Raw -322279.418719 + Penalty 2645.507785 = -319633.910935
  nChanged 18
		SP:Iteration 35Q (6256.250000 sec): 3 clusters
  Score: Raw -322294.987615 + Penalty 2645.507785 = -319649.479830
  nChanged 21
		SP:Iteration 36Q (6256.260000 sec): 3 clusters
  Score: Raw -322309.675405 + Penalty 2645.507785 = -319664.167620
  nChanged 20
		SP:Iteration 37Q (6256.270000 sec): 3 clusters
  Score: Raw -322320.702189 + Penalty 2645.507785 = -319675.194405
  nChanged 17
		SP:Iteration 38Q (6256.280000 sec): 3 clusters
  Score: Raw -322326.988536 + Penalty 2645.507785 = -319681.480752
  nChanged 17
		SP:Iteration 39Q (6256.290000 sec): 3 clusters
  Score: Raw -322333.119935 + Penalty 2645.507785 = -319687.612150
  nChanged 18
		SP:Iteration 40F (6256.290000 sec): 3 clusters
  Score: Raw -322341.749976 + Penalty 2645.507785 = -319696.242192
  nChanged 22
		SP:Iteration 41Q (6256.300000 sec): 3 clusters
  Score: Raw -322353.031579 + Penalty 2645.507785 = -319707.523794
  nChanged 12
		SP:Iteration 42Q (6256.310000 sec): 3 clusters
  Score: Raw -322357.792674 + Penalty 2645.507785 = -319712.284889
  nChanged 15
		SP:Iteration 43Q (6256.320000 sec): 3 clusters
  Score: Raw -322364.171728 + Penalty 2645.507785 = -319718.663943
  nChanged 13
		SP:Iteration 44Q (6256.330000 sec): 3 clusters
  Score: Raw -322369.304056 + Penalty 2645.507785 = -319723.796271
  nChanged 14
		SP:Iteration 45Q (6256.330000 sec): 3 clusters
  Score: Raw -322376.268479 + Penalty 2645.507785 = -319730.760694
  nChanged 15
		SP:Iteration 46Q (6256.340000 sec): 3 clusters
  Score: Raw -322383.378474 + Penalty 2645.507785 = -319737.870690
  nChanged 10
		SP:Iteration 47Q (6256.350000 sec): 3 clusters
  Score: Raw -322389.059336 + Penalty 2645.507785 = -319743.551552
  nChanged 10
		SP:Iteration 48Q (6256.350000 sec): 3 clusters
  Score: Raw -322392.972041 + Penalty 2645.507785 = -319747.464257
  nChanged 8
		SP:Iteration 49Q (6256.360000 sec): 3 clusters
  Score: Raw -322395.745332 + Penalty 2645.507785 = -319750.237548
  nChanged 4
		SP:Iteration 50Q (6256.370000 sec): 3 clusters
  Score: Raw -322396.810392 + Penalty 2645.507785 = -319751.302607
  nChanged 4
		SP:Iteration 51Q (6256.380000 sec): 3 clusters
  Score: Raw -322397.728909 + Penalty 2645.507785 = -319752.221125
  nChanged 3
		SP:Iteration 52Q (6256.390000 sec): 3 clusters
  Score: Raw -322398.243968 + Penalty 2645.507785 = -319752.736184
  nChanged 1
		SP:Iteration 53Q (6256.390000 sec): 3 clusters
  Score: Raw -322398.352969 + Penalty 2645.507785 = -319752.845185
  nChanged 1
		SP:Iteration 54Q (6256.400000 sec): 3 clusters
  Score: Raw -322398.548883 + Penalty 2645.507785 = -319753.041099
  nChanged 0
		SP:Iteration 55F (6256.410000 sec): 3 clusters
  Score: Raw -322398.548883 + Penalty 2645.507785 = -319753.041099
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6256.420000 sec): 2 clusters
  Score: Raw -223876.446823 + Penalty 1249.225050 = -222627.221774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6256.430000 sec): 3 clusters
  Score: Raw -222901.580989 + Penalty 2498.450099 = -220403.130890
  nChanged 780
		SP:Iteration 1F (6256.440000 sec): 3 clusters
  Score: Raw -223388.417792 + Penalty 2498.450099 = -220889.967693
  nChanged 170
		SP:Iteration 2F (6256.440000 sec): 3 clusters
  Score: Raw -223506.441191 + Penalty 2498.450099 = -221007.991092
  nChanged 96
		SP:Iteration 3Q (6256.450000 sec): 3 clusters
  Score: Raw -223561.689319 + Penalty 2498.450099 = -221063.239220
  nChanged 62
		SP:Iteration 4Q (6256.450000 sec): 3 clusters
  Score: Raw -223588.503691 + Penalty 2498.450099 = -221090.053592
  nChanged 42
		SP:Iteration 5Q (6256.460000 sec): 3 clusters
  Score: Raw -223605.204764 + Penalty 2498.450099 = -221106.754665
  nChanged 23
		SP:Iteration 6Q (6256.460000 sec): 3 clusters
  Score: Raw -223616.429449 + Penalty 2498.450099 = -221117.979350
  nChanged 24
		SP:Iteration 7Q (6256.470000 sec): 3 clusters
  Score: Raw -223626.538911 + Penalty 2498.450099 = -221128.088812
  nChanged 21
		SP:Iteration 8Q (6256.480000 sec): 3 clusters
  Score: Raw -223637.923459 + Penalty 2498.450099 = -221139.473360
  nChanged 18
		SP:Iteration 9Q (6256.480000 sec): 3 clusters
  Score: Raw -223646.030292 + Penalty 2498.450099 = -221147.580193
  nChanged 17
		SP:Iteration 10Q (6256.480000 sec): 3 clusters
  Score: Raw -223656.157915 + Penalty 2498.450099 = -221157.707816
  nChanged 24
		SP:Iteration 11Q (6256.490000 sec): 3 clusters
  Score: Raw -223666.990429 + Penalty 2498.450099 = -221168.540330
  nChanged 27
		SP:Iteration 12Q (6256.500000 sec): 3 clusters
  Score: Raw -223680.796885 + Penalty 2498.450099 = -221182.346786
  nChanged 21
		SP:Iteration 13Q (6256.500000 sec): 3 clusters
  Score: Raw -223689.227638 + Penalty 2498.450099 = -221190.777539
  nChanged 23
		SP:Iteration 14Q (6256.510000 sec): 3 clusters
  Score: Raw -223700.922637 + Penalty 2498.450099 = -221202.472538
  nChanged 20
		SP:Iteration 15Q (6256.510000 sec): 3 clusters
  Score: Raw -223713.488950 + Penalty 2498.450099 = -221215.038851
  nChanged 18
		SP:Iteration 16Q (6256.520000 sec): 3 clusters
  Score: Raw -223721.180069 + Penalty 2498.450099 = -221222.729970
  nChanged 17
		SP:Iteration 17Q (6256.520000 sec): 3 clusters
  Score: Raw -223728.973509 + Penalty 2498.450099 = -221230.523410
  nChanged 14
		SP:Iteration 18Q (6256.520000 sec): 3 clusters
  Score: Raw -223733.699885 + Penalty 2498.450099 = -221235.249786
  nChanged 12
		SP:Iteration 19Q (6256.530000 sec): 3 clusters
  Score: Raw -223736.598476 + Penalty 2498.450099 = -221238.148377
  nChanged 5
		SP:Iteration 20F (6256.540000 sec): 3 clusters
  Score: Raw -223739.227973 + Penalty 2498.450099 = -221240.777874
  nChanged 6
		SP:Iteration 21Q (6256.540000 sec): 3 clusters
  Score: Raw -223742.670730 + Penalty 2498.450099 = -221244.220631
  nChanged 10
		SP:Iteration 22Q (6256.550000 sec): 3 clusters
  Score: Raw -223746.891211 + Penalty 2498.450099 = -221248.441112
  nChanged 9
		SP:Iteration 23Q (6256.550000 sec): 3 clusters
  Score: Raw -223750.084460 + Penalty 2498.450099 = -221251.634361
  nChanged 7
		SP:Iteration 24Q (6256.560000 sec): 3 clusters
  Score: Raw -223753.269186 + Penalty 2498.450099 = -221254.819087
  nChanged 4
		SP:Iteration 25Q (6256.560000 sec): 3 clusters
  Score: Raw -223754.230310 + Penalty 2498.450099 = -221255.780211
  nChanged 2
		SP:Iteration 26Q (6256.570000 sec): 3 clusters
  Score: Raw -223755.428110 + Penalty 2498.450099 = -221256.978011
  nChanged 1
		SP:Iteration 27Q (6256.570000 sec): 3 clusters
  Score: Raw -223755.858834 + Penalty 2498.450099 = -221257.408735
  nChanged 1
		SP:Iteration 28Q (6256.580000 sec): 3 clusters
  Score: Raw -223756.459241 + Penalty 2498.450099 = -221258.009142
  nChanged 2
		SP:Iteration 29Q (6256.580000 sec): 3 clusters
  Score: Raw -223757.684865 + Penalty 2498.450099 = -221259.234766
  nChanged 1
		SP:Iteration 30Q (6256.590000 sec): 3 clusters
  Score: Raw -223757.939808 + Penalty 2498.450099 = -221259.489709
  nChanged 0
		SP:Iteration 31F (6256.600000 sec): 3 clusters
  Score: Raw -223757.939808 + Penalty 2498.450099 = -221259.489709
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6256.600000 sec): 2 clusters
  Score: Raw -221753.706746 + Penalty 1257.291763 = -220496.414983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6256.610000 sec): 3 clusters
  Score: Raw -220748.675510 + Penalty 2514.583525 = -218234.091985
  nChanged 831
		SP:Iteration 1F (6256.620000 sec): 3 clusters
  Score: Raw -221315.194985 + Penalty 2514.583525 = -218800.611460
  nChanged 178
		SP:Iteration 2F (6256.620000 sec): 3 clusters
  Score: Raw -221445.730445 + Penalty 2514.583525 = -218931.146920
  nChanged 112
		SP:Iteration 3Q (6256.630000 sec): 3 clusters
  Score: Raw -221527.233621 + Penalty 2514.583525 = -219012.650095
  nChanged 96
		SP:Iteration 4Q (6256.630000 sec): 3 clusters
  Score: Raw -221613.416247 + Penalty 2514.583525 = -219098.832722
  nChanged 86
		SP:Iteration 5Q (6256.640000 sec): 3 clusters
  Score: Raw -221681.605350 + Penalty 2514.583525 = -219167.021825
  nChanged 69
		SP:Iteration 6Q (6256.640000 sec): 3 clusters
  Score: Raw -221730.971816 + Penalty 2514.583525 = -219216.388290
  nChanged 61
		SP:Iteration 7Q (6256.650000 sec): 3 clusters
  Score: Raw -221773.350077 + Penalty 2514.583525 = -219258.766552
  nChanged 57
		SP:Iteration 8Q (6256.660000 sec): 3 clusters
  Score: Raw -221813.602071 + Penalty 2514.583525 = -219299.018546
  nChanged 54
		SP:Iteration 9Q (6256.660000 sec): 3 clusters
  Score: Raw -221849.406204 + Penalty 2514.583525 = -219334.822678
  nChanged 36
		SP:Iteration 10Q (6256.670000 sec): 3 clusters
  Score: Raw -221871.035559 + Penalty 2514.583525 = -219356.452034
  nChanged 29
		SP:Iteration 11Q (6256.670000 sec): 3 clusters
  Score: Raw -221886.204765 + Penalty 2514.583525 = -219371.621240
  nChanged 19
		SP:Iteration 12Q (6256.680000 sec): 3 clusters
  Score: Raw -221895.012301 + Penalty 2514.583525 = -219380.428776
  nChanged 24
		SP:Iteration 13Q (6256.680000 sec): 3 clusters
  Score: Raw -221906.715675 + Penalty 2514.583525 = -219392.132149
  nChanged 19
		SP:Iteration 14Q (6256.690000 sec): 3 clusters
  Score: Raw -221922.077231 + Penalty 2514.583525 = -219407.493705
  nChanged 26
		SP:Iteration 15Q (6256.700000 sec): 3 clusters
  Score: Raw -221940.207947 + Penalty 2514.583525 = -219425.624422
  nChanged 18
		SP:Iteration 16Q (6256.700000 sec): 3 clusters
  Score: Raw -221950.612262 + Penalty 2514.583525 = -219436.028737
  nChanged 13
		SP:Iteration 17Q (6256.700000 sec): 3 clusters
  Score: Raw -221956.746151 + Penalty 2514.583525 = -219442.162626
  nChanged 5
		SP:Iteration 18Q (6256.710000 sec): 3 clusters
  Score: Raw -221960.112598 + Penalty 2514.583525 = -219445.529072
  nChanged 10
		SP:Iteration 19Q (6256.720000 sec): 3 clusters
  Score: Raw -221966.831637 + Penalty 2514.583525 = -219452.248111
  nChanged 14
		SP:Iteration 20F (6256.720000 sec): 3 clusters
  Score: Raw -221974.561804 + Penalty 2514.583525 = -219459.978279
  nChanged 10
		SP:Iteration 21Q (6256.730000 sec): 3 clusters
  Score: Raw -221980.376585 + Penalty 2514.583525 = -219465.793060
  nChanged 6
		SP:Iteration 22Q (6256.730000 sec): 3 clusters
  Score: Raw -221983.790488 + Penalty 2514.583525 = -219469.206962
  nChanged 8
		SP:Iteration 23Q (6256.740000 sec): 3 clusters
  Score: Raw -221986.504202 + Penalty 2514.583525 = -219471.920676
  nChanged 1
		SP:Iteration 24Q (6256.740000 sec): 3 clusters
  Score: Raw -221986.638324 + Penalty 2514.583525 = -219472.054799
  nChanged 0
		SP:Iteration 25F (6256.750000 sec): 3 clusters
  Score: Raw -221986.638324 + Penalty 2514.583525 = -219472.054799
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6256.760000 sec): 2 clusters
  Score: Raw -187376.239823 + Penalty 1232.443033 = -186143.796790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6256.760000 sec): 3 clusters
  Score: Raw -186576.558780 + Penalty 2464.886066 = -184111.672714
  nChanged 668
		SP:Iteration 1F (6256.770000 sec): 3 clusters
  Score: Raw -187005.181287 + Penalty 2464.886066 = -184540.295221
  nChanged 144
		SP:Iteration 2F (6256.770000 sec): 3 clusters
  Score: Raw -187106.822120 + Penalty 2464.886066 = -184641.936054
  nChanged 82
		SP:Iteration 3Q (6256.780000 sec): 3 clusters
  Score: Raw -187163.939070 + Penalty 2464.886066 = -184699.053004
  nChanged 75
		SP:Iteration 4Q (6256.780000 sec): 3 clusters
  Score: Raw -187219.130004 + Penalty 2464.886066 = -184754.243938
  nChanged 67
		SP:Iteration 5Q (6256.790000 sec): 3 clusters
  Score: Raw -187267.364834 + Penalty 2464.886066 = -184802.478768
  nChanged 63
		SP:Iteration 6Q (6256.790000 sec): 3 clusters
  Score: Raw -187312.262444 + Penalty 2464.886066 = -184847.376378
  nChanged 62
		SP:Iteration 7Q (6256.800000 sec): 3 clusters
  Score: Raw -187356.249828 + Penalty 2464.886066 = -184891.363762
  nChanged 49
		SP:Iteration 8Q (6256.800000 sec): 3 clusters
  Score: Raw -187383.192156 + Penalty 2464.886066 = -184918.306090
  nChanged 32
		SP:Iteration 9Q (6256.810000 sec): 3 clusters
  Score: Raw -187403.191839 + Penalty 2464.886066 = -184938.305773
  nChanged 27
		SP:Iteration 10Q (6256.810000 sec): 3 clusters
  Score: Raw -187419.467312 + Penalty 2464.886066 = -184954.581246
  nChanged 24
		SP:Iteration 11Q (6256.820000 sec): 3 clusters
  Score: Raw -187435.922983 + Penalty 2464.886066 = -184971.036917
  nChanged 30
		SP:Iteration 12Q (6256.820000 sec): 3 clusters
  Score: Raw -187450.831974 + Penalty 2464.886066 = -184985.945908
  nChanged 21
		SP:Iteration 13Q (6256.830000 sec): 3 clusters
  Score: Raw -187461.100668 + Penalty 2464.886066 = -184996.214602
  nChanged 20
		SP:Iteration 14Q (6256.830000 sec): 3 clusters
  Score: Raw -187470.866476 + Penalty 2464.886066 = -185005.980410
  nChanged 12
		SP:Iteration 15Q (6256.840000 sec): 3 clusters
  Score: Raw -187476.867158 + Penalty 2464.886066 = -185011.981092
  nChanged 13
		SP:Iteration 16Q (6256.840000 sec): 3 clusters
  Score: Raw -187484.462071 + Penalty 2464.886066 = -185019.576005
  nChanged 8
		SP:Iteration 17Q (6256.850000 sec): 3 clusters
  Score: Raw -187487.884803 + Penalty 2464.886066 = -185022.998737
  nChanged 5
		SP:Iteration 18Q (6256.850000 sec): 3 clusters
  Score: Raw -187491.573933 + Penalty 2464.886066 = -185026.687867
  nChanged 7
		SP:Iteration 19Q (6256.860000 sec): 3 clusters
  Score: Raw -187495.616308 + Penalty 2464.886066 = -185030.730242
  nChanged 9
		SP:Iteration 20F (6256.860000 sec): 3 clusters
  Score: Raw -187502.122672 + Penalty 2464.886066 = -185037.236606
  nChanged 3
		SP:Iteration 21Q (6256.860000 sec): 3 clusters
  Score: Raw -187504.326327 + Penalty 2464.886066 = -185039.440261
  nChanged 6
		SP:Iteration 22Q (6256.870000 sec): 3 clusters
  Score: Raw -187507.173867 + Penalty 2464.886066 = -185042.287801
  nChanged 5
		SP:Iteration 23Q (6256.880000 sec): 3 clusters
  Score: Raw -187509.785759 + Penalty 2464.886066 = -185044.899693
  nChanged 3
		SP:Iteration 24Q (6256.880000 sec): 3 clusters
  Score: Raw -187511.845356 + Penalty 2464.886066 = -185046.959290
  nChanged 4
		SP:Iteration 25Q (6256.880000 sec): 3 clusters
  Score: Raw -187515.233892 + Penalty 2464.886066 = -185050.347826
  nChanged 5
		SP:Iteration 26Q (6256.890000 sec): 3 clusters
  Score: Raw -187518.082277 + Penalty 2464.886066 = -185053.196211
  nChanged 5
		SP:Iteration 27Q (6256.900000 sec): 3 clusters
  Score: Raw -187521.531737 + Penalty 2464.886066 = -185056.645671
  nChanged 5
		SP:Iteration 28Q (6256.900000 sec): 3 clusters
  Score: Raw -187524.009155 + Penalty 2464.886066 = -185059.123089
  nChanged 4
		SP:Iteration 29Q (6256.900000 sec): 3 clusters
  Score: Raw -187525.267925 + Penalty 2464.886066 = -185060.381860
  nChanged 3
		SP:Iteration 30Q (6256.910000 sec): 3 clusters
  Score: Raw -187526.095083 + Penalty 2464.886066 = -185061.209017
  nChanged 2
		SP:Iteration 31Q (6256.910000 sec): 3 clusters
  Score: Raw -187526.541606 + Penalty 2464.886066 = -185061.655540
  nChanged 1
		SP:Iteration 32Q (6256.920000 sec): 3 clusters
  Score: Raw -187526.967980 + Penalty 2464.886066 = -185062.081914
  nChanged 1
		SP:Iteration 33Q (6256.920000 sec): 3 clusters
  Score: Raw -187527.101919 + Penalty 2464.886066 = -185062.215853
  nChanged 2
		SP:Iteration 34Q (6256.930000 sec): 3 clusters
  Score: Raw -187527.726619 + Penalty 2464.886066 = -185062.840553
  nChanged 1
		SP:Iteration 35Q (6256.930000 sec): 3 clusters
  Score: Raw -187527.842757 + Penalty 2464.886066 = -185062.956691
  nChanged 1
		SP:Iteration 36Q (6256.940000 sec): 3 clusters
  Score: Raw -187528.179528 + Penalty 2464.886066 = -185063.293462
  nChanged 3
		SP:Iteration 37Q (6256.940000 sec): 3 clusters
  Score: Raw -187529.460491 + Penalty 2464.886066 = -185064.574425
  nChanged 5
		SP:Iteration 38Q (6256.950000 sec): 3 clusters
  Score: Raw -187532.562375 + Penalty 2464.886066 = -185067.676309
  nChanged 8
		SP:Iteration 39Q (6256.950000 sec): 3 clusters
  Score: Raw -187535.751766 + Penalty 2464.886066 = -185070.865700
  nChanged 5
		SP:Iteration 40F (6256.960000 sec): 3 clusters
  Score: Raw -187537.380474 + Penalty 2464.886066 = -185072.494408
  nChanged 4
		SP:Iteration 41Q (6256.960000 sec): 3 clusters
  Score: Raw -187541.089873 + Penalty 2464.886066 = -185076.203807
  nChanged 7
		SP:Iteration 42Q (6256.970000 sec): 3 clusters
  Score: Raw -187546.985971 + Penalty 2464.886066 = -185082.099905
  nChanged 8
		SP:Iteration 43Q (6256.970000 sec): 3 clusters
  Score: Raw -187551.975583 + Penalty 2464.886066 = -185087.089517
  nChanged 8
		SP:Iteration 44Q (6256.980000 sec): 3 clusters
  Score: Raw -187556.951616 + Penalty 2464.886066 = -185092.065550
  nChanged 4
		SP:Iteration 45Q (6256.980000 sec): 3 clusters
  Score: Raw -187558.593965 + Penalty 2464.886066 = -185093.707899
  nChanged 3
		SP:Iteration 46Q (6256.990000 sec): 3 clusters
  Score: Raw -187559.583236 + Penalty 2464.886066 = -185094.697170
  nChanged 3
		SP:Iteration 47Q (6256.990000 sec): 3 clusters
  Score: Raw -187560.878470 + Penalty 2464.886066 = -185095.992404
  nChanged 0
		SP:Iteration 48F (6257.000000 sec): 3 clusters
  Score: Raw -187560.878470 + Penalty 2464.886066 = -185095.992404
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6257.000000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6257.000000 sec): 3 clusters
  Score: Raw -11315.051347 + Penalty 1615.189322 = -9699.862024
  nChanged 14
		SP:Iteration 1F (6257.000000 sec): 3 clusters
  Score: Raw -11397.446156 + Penalty 1615.189322 = -9782.256833
  nChanged 5
		SP:Iteration 2Q (6257.000000 sec): 3 clusters
  Score: Raw -11428.603241 + Penalty 1615.189322 = -9813.413918
  nChanged 3
		SP:Iteration 3Q (6257.000000 sec): 3 clusters
  Score: Raw -11451.576352 + Penalty 1615.189322 = -9836.387030
  nChanged 1
		SP:Iteration 4Q (6257.000000 sec): 3 clusters
  Score: Raw -11456.627474 + Penalty 1615.189322 = -9841.438151
  nChanged 1
		SP:Iteration 5Q (6257.000000 sec): 3 clusters
  Score: Raw -11459.471017 + Penalty 1615.189322 = -9844.281695
  nChanged 0
		SP:Iteration 6F (6257.000000 sec): 3 clusters
  Score: Raw -11459.471017 + Penalty 1615.189322 = -9844.281695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6257.020000 sec): 2 clusters
  Score: Raw -350867.558135 + Penalty 1323.416000 = -349544.142135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6257.030000 sec): 3 clusters
  Score: Raw -349179.694071 + Penalty 2646.832001 = -346532.862070
  nChanged 1339
		SP:Iteration 1F (6257.040000 sec): 3 clusters
  Score: Raw -349987.279015 + Penalty 2646.832001 = -347340.447015
  nChanged 275
		SP:Iteration 2F (6257.040000 sec): 3 clusters
  Score: Raw -350156.366664 + Penalty 2646.832001 = -347509.534664
  nChanged 186
		SP:Iteration 3F (6257.050000 sec): 3 clusters
  Score: Raw -350266.410709 + Penalty 2646.832001 = -347619.578709
  nChanged 144
		SP:Iteration 4Q (6257.060000 sec): 3 clusters
  Score: Raw -350361.093670 + Penalty 2646.832001 = -347714.261669
  nChanged 135
		SP:Iteration 5Q (6257.070000 sec): 3 clusters
  Score: Raw -350482.998684 + Penalty 2646.832001 = -347836.166683
  nChanged 183
		SP:Iteration 6F (6257.080000 sec): 3 clusters
  Score: Raw -350656.865286 + Penalty 2646.832001 = -348010.033286
  nChanged 195
		SP:Iteration 7F (6257.090000 sec): 3 clusters
  Score: Raw -350865.419143 + Penalty 2646.832001 = -348218.587143
  nChanged 193
		SP:Iteration 8F (6257.100000 sec): 3 clusters
  Score: Raw -351066.576495 + Penalty 2646.832001 = -348419.744494
  nChanged 180
		SP:Iteration 9F (6257.100000 sec): 3 clusters
  Score: Raw -351261.524989 + Penalty 2646.832001 = -348614.692989
  nChanged 145
		SP:Iteration 10Q (6257.110000 sec): 3 clusters
  Score: Raw -351399.246145 + Penalty 2646.832001 = -348752.414145
  nChanged 101
		SP:Iteration 11Q (6257.120000 sec): 3 clusters
  Score: Raw -351471.894373 + Penalty 2646.832001 = -348825.062372
  nChanged 62
		SP:Iteration 12Q (6257.130000 sec): 3 clusters
  Score: Raw -351512.669912 + Penalty 2646.832001 = -348865.837912
  nChanged 45
		SP:Iteration 13Q (6257.140000 sec): 3 clusters
  Score: Raw -351535.838188 + Penalty 2646.832001 = -348889.006188
  nChanged 31
		SP:Iteration 14Q (6257.150000 sec): 3 clusters
  Score: Raw -351549.388531 + Penalty 2646.832001 = -348902.556530
  nChanged 28
		SP:Iteration 15Q (6257.160000 sec): 3 clusters
  Score: Raw -351562.132550 + Penalty 2646.832001 = -348915.300549
  nChanged 20
		SP:Iteration 16Q (6257.160000 sec): 3 clusters
  Score: Raw -351570.757626 + Penalty 2646.832001 = -348923.925625
  nChanged 18
		SP:Iteration 17Q (6257.170000 sec): 3 clusters
  Score: Raw -351577.010767 + Penalty 2646.832001 = -348930.178766
  nChanged 15
		SP:Iteration 18Q (6257.180000 sec): 3 clusters
  Score: Raw -351582.414385 + Penalty 2646.832001 = -348935.582384
  nChanged 12
		SP:Iteration 19Q (6257.190000 sec): 3 clusters
  Score: Raw -351585.457055 + Penalty 2646.832001 = -348938.625054
  nChanged 10
		SP:Iteration 20F (6257.200000 sec): 3 clusters
  Score: Raw -351589.346349 + Penalty 2646.832001 = -348942.514348
  nChanged 9
		SP:Iteration 21Q (6257.210000 sec): 3 clusters
  Score: Raw -351592.654427 + Penalty 2646.832001 = -348945.822426
  nChanged 5
		SP:Iteration 22Q (6257.220000 sec): 3 clusters
  Score: Raw -351594.913227 + Penalty 2646.832001 = -348948.081227
  nChanged 6
		SP:Iteration 23Q (6257.220000 sec): 3 clusters
  Score: Raw -351597.651534 + Penalty 2646.832001 = -348950.819533
  nChanged 6
		SP:Iteration 24Q (6257.230000 sec): 3 clusters
  Score: Raw -351600.307849 + Penalty 2646.832001 = -348953.475848
  nChanged 4
		SP:Iteration 25Q (6257.240000 sec): 3 clusters
  Score: Raw -351602.050064 + Penalty 2646.832001 = -348955.218063
  nChanged 5
		SP:Iteration 26Q (6257.250000 sec): 3 clusters
  Score: Raw -351603.746158 + Penalty 2646.832001 = -348956.914157
  nChanged 5
		SP:Iteration 27Q (6257.260000 sec): 3 clusters
  Score: Raw -351605.162864 + Penalty 2646.832001 = -348958.330863
  nChanged 3
		SP:Iteration 28Q (6257.270000 sec): 3 clusters
  Score: Raw -351606.387032 + Penalty 2646.832001 = -348959.555031
  nChanged 5
		SP:Iteration 29Q (6257.280000 sec): 3 clusters
  Score: Raw -351607.950436 + Penalty 2646.832001 = -348961.118436
  nChanged 5
		SP:Iteration 30Q (6257.280000 sec): 3 clusters
  Score: Raw -351609.655259 + Penalty 2646.832001 = -348962.823258
  nChanged 3
		SP:Iteration 31Q (6257.290000 sec): 3 clusters
  Score: Raw -351610.571836 + Penalty 2646.832001 = -348963.739836
  nChanged 7
		SP:Iteration 32Q (6257.300000 sec): 3 clusters
  Score: Raw -351612.484609 + Penalty 2646.832001 = -348965.652609
  nChanged 5
		SP:Iteration 33Q (6257.310000 sec): 3 clusters
  Score: Raw -351613.979353 + Penalty 2646.832001 = -348967.147353
  nChanged 4
		SP:Iteration 34Q (6257.320000 sec): 3 clusters
  Score: Raw -351614.589894 + Penalty 2646.832001 = -348967.757894
  nChanged 2
		SP:Iteration 35Q (6257.320000 sec): 3 clusters
  Score: Raw -351614.909078 + Penalty 2646.832001 = -348968.077077
  nChanged 1
		SP:Iteration 36Q (6257.330000 sec): 3 clusters
  Score: Raw -351615.228832 + Penalty 2646.832001 = -348968.396832
  nChanged 1
		SP:Iteration 37Q (6257.340000 sec): 3 clusters
  Score: Raw -351615.447402 + Penalty 2646.832001 = -348968.615401
  nChanged 0
		SP:Iteration 38F (6257.350000 sec): 3 clusters
  Score: Raw -351615.447402 + Penalty 2646.832001 = -348968.615401
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6257.370000 sec): 2 clusters
  Score: Raw -470201.365005 + Penalty 1374.851211 = -468826.513793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6257.380000 sec): 3 clusters
  Score: Raw -467804.922213 + Penalty 2749.702423 = -465055.219790
  nChanged 1896
		SP:Iteration 1F (6257.390000 sec): 3 clusters
  Score: Raw -468841.033120 + Penalty 2749.702423 = -466091.330697
  nChanged 359
		SP:Iteration 2F (6257.400000 sec): 3 clusters
  Score: Raw -469077.401109 + Penalty 2749.702423 = -466327.698686
  nChanged 310
		SP:Iteration 3F (6257.420000 sec): 3 clusters
  Score: Raw -469308.108668 + Penalty 2749.702423 = -466558.406245
  nChanged 303
		SP:Iteration 4F (6257.430000 sec): 3 clusters
  Score: Raw -469515.567421 + Penalty 2749.702423 = -466765.864998
  nChanged 258
		SP:Iteration 5F (6257.440000 sec): 3 clusters
  Score: Raw -469685.072577 + Penalty 2749.702423 = -466935.370154
  nChanged 215
		SP:Iteration 6Q (6257.450000 sec): 3 clusters
  Score: Raw -469823.182619 + Penalty 2749.702423 = -467073.480196
  nChanged 201
		SP:Iteration 7Q (6257.460000 sec): 3 clusters
  Score: Raw -469962.909050 + Penalty 2749.702423 = -467213.206627
  nChanged 187
		SP:Iteration 8Q (6257.480000 sec): 3 clusters
  Score: Raw -470083.710367 + Penalty 2749.702423 = -467334.007944
  nChanged 167
		SP:Iteration 9Q (6257.490000 sec): 3 clusters
  Score: Raw -470183.743587 + Penalty 2749.702423 = -467434.041164
  nChanged 130
		SP:Iteration 10Q (6257.500000 sec): 3 clusters
  Score: Raw -470262.372792 + Penalty 2749.702423 = -467512.670369
  nChanged 113
		SP:Iteration 11Q (6257.510000 sec): 3 clusters
  Score: Raw -470334.720065 + Penalty 2749.702423 = -467585.017642
  nChanged 95
		SP:Iteration 12Q (6257.520000 sec): 3 clusters
  Score: Raw -470395.451700 + Penalty 2749.702423 = -467645.749277
  nChanged 77
		SP:Iteration 13Q (6257.540000 sec): 3 clusters
  Score: Raw -470441.377874 + Penalty 2749.702423 = -467691.675451
  nChanged 60
		SP:Iteration 14Q (6257.550000 sec): 3 clusters
  Score: Raw -470477.110892 + Penalty 2749.702423 = -467727.408469
  nChanged 54
		SP:Iteration 15Q (6257.560000 sec): 3 clusters
  Score: Raw -470512.145629 + Penalty 2749.702423 = -467762.443206
  nChanged 42
		SP:Iteration 16Q (6257.570000 sec): 3 clusters
  Score: Raw -470533.829166 + Penalty 2749.702423 = -467784.126743
  nChanged 34
		SP:Iteration 17Q (6257.580000 sec): 3 clusters
  Score: Raw -470551.180341 + Penalty 2749.702423 = -467801.477918
  nChanged 26
		SP:Iteration 18Q (6257.590000 sec): 3 clusters
  Score: Raw -470563.533445 + Penalty 2749.702423 = -467813.831022
  nChanged 29
		SP:Iteration 19Q (6257.600000 sec): 3 clusters
  Score: Raw -470577.200319 + Penalty 2749.702423 = -467827.497896
  nChanged 16
		SP:Iteration 20F (6257.620000 sec): 3 clusters
  Score: Raw -470585.341580 + Penalty 2749.702423 = -467835.639157
  nChanged 12
		SP:Iteration 21Q (6257.620000 sec): 3 clusters
  Score: Raw -470591.660737 + Penalty 2749.702423 = -467841.958314
  nChanged 9
		SP:Iteration 22Q (6257.640000 sec): 3 clusters
  Score: Raw -470598.420558 + Penalty 2749.702423 = -467848.718135
  nChanged 11
		SP:Iteration 23Q (6257.650000 sec): 3 clusters
  Score: Raw -470605.201272 + Penalty 2749.702423 = -467855.498849
  nChanged 12
		SP:Iteration 24Q (6257.660000 sec): 3 clusters
  Score: Raw -470612.178482 + Penalty 2749.702423 = -467862.476059
  nChanged 9
		SP:Iteration 25Q (6257.670000 sec): 3 clusters
  Score: Raw -470616.407457 + Penalty 2749.702423 = -467866.705034
  nChanged 6
		SP:Iteration 26Q (6257.680000 sec): 3 clusters
  Score: Raw -470619.402117 + Penalty 2749.702423 = -467869.699694
  nChanged 9
		SP:Iteration 27Q (6257.690000 sec): 3 clusters
  Score: Raw -470623.378324 + Penalty 2749.702423 = -467873.675901
  nChanged 8
		SP:Iteration 28Q (6257.700000 sec): 3 clusters
  Score: Raw -470626.233521 + Penalty 2749.702423 = -467876.531098
  nChanged 5
		SP:Iteration 29Q (6257.710000 sec): 3 clusters
  Score: Raw -470628.279986 + Penalty 2749.702423 = -467878.577563
  nChanged 4
		SP:Iteration 30Q (6257.720000 sec): 3 clusters
  Score: Raw -470631.113871 + Penalty 2749.702423 = -467881.411448
  nChanged 9
		SP:Iteration 31Q (6257.740000 sec): 3 clusters
  Score: Raw -470635.102322 + Penalty 2749.702423 = -467885.399899
  nChanged 7
		SP:Iteration 32Q (6257.750000 sec): 3 clusters
  Score: Raw -470638.850436 + Penalty 2749.702423 = -467889.148014
  nChanged 6
		SP:Iteration 33Q (6257.760000 sec): 3 clusters
  Score: Raw -470641.489920 + Penalty 2749.702423 = -467891.787497
  nChanged 6
		SP:Iteration 34Q (6257.770000 sec): 3 clusters
  Score: Raw -470644.347772 + Penalty 2749.702423 = -467894.645349
  nChanged 4
		SP:Iteration 35Q (6257.780000 sec): 3 clusters
  Score: Raw -470646.370075 + Penalty 2749.702423 = -467896.667652
  nChanged 5
		SP:Iteration 36Q (6257.790000 sec): 3 clusters
  Score: Raw -470649.093604 + Penalty 2749.702423 = -467899.391181
  nChanged 4
		SP:Iteration 37Q (6257.800000 sec): 3 clusters
  Score: Raw -470651.376853 + Penalty 2749.702423 = -467901.674430
  nChanged 4
		SP:Iteration 38Q (6257.810000 sec): 3 clusters
  Score: Raw -470652.899256 + Penalty 2749.702423 = -467903.196833
  nChanged 4
		SP:Iteration 39Q (6257.820000 sec): 3 clusters
  Score: Raw -470654.898506 + Penalty 2749.702423 = -467905.196083
  nChanged 1
		SP:Iteration 40F (6257.840000 sec): 3 clusters
  Score: Raw -470655.030177 + Penalty 2749.702423 = -467905.327754
  nChanged 1
		SP:Iteration 41Q (6257.850000 sec): 3 clusters
  Score: Raw -470655.305395 + Penalty 2749.702423 = -467905.602972
  nChanged 3
		SP:Iteration 42Q (6257.860000 sec): 3 clusters
  Score: Raw -470656.272739 + Penalty 2749.702423 = -467906.570316
  nChanged 0
		SP:Iteration 43F (6257.870000 sec): 3 clusters
  Score: Raw -470656.272739 + Penalty 2749.702423 = -467906.570316
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6257.880000 sec): 2 clusters
  Score: Raw -302442.638718 + Penalty 1310.145329 = -301132.493389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6257.890000 sec): 3 clusters
  Score: Raw -300903.131497 + Penalty 2620.290657 = -298282.840840
  nChanged 1213
		SP:Iteration 1F (6257.900000 sec): 3 clusters
  Score: Raw -301672.969941 + Penalty 2620.290657 = -299052.679284
  nChanged 257
		SP:Iteration 2F (6257.910000 sec): 3 clusters
  Score: Raw -301856.065203 + Penalty 2620.290657 = -299235.774545
  nChanged 204
		SP:Iteration 3F (6257.920000 sec): 3 clusters
  Score: Raw -302051.244227 + Penalty 2620.290657 = -299430.953570
  nChanged 185
		SP:Iteration 4F (6257.920000 sec): 3 clusters
  Score: Raw -302213.861570 + Penalty 2620.290657 = -299593.570913
  nChanged 147
		SP:Iteration 5Q (6257.930000 sec): 3 clusters
  Score: Raw -302379.697246 + Penalty 2620.290657 = -299759.406589
  nChanged 170
		SP:Iteration 6F (6257.940000 sec): 3 clusters
  Score: Raw -302567.492894 + Penalty 2620.290657 = -299947.202237
  nChanged 168
		SP:Iteration 7F (6257.950000 sec): 3 clusters
  Score: Raw -302729.791489 + Penalty 2620.290657 = -300109.500832
  nChanged 118
		SP:Iteration 8Q (6257.960000 sec): 3 clusters
  Score: Raw -302840.395650 + Penalty 2620.290657 = -300220.104993
  nChanged 111
		SP:Iteration 9Q (6257.960000 sec): 3 clusters
  Score: Raw -302933.992992 + Penalty 2620.290657 = -300313.702335
  nChanged 90
		SP:Iteration 10Q (6257.970000 sec): 3 clusters
  Score: Raw -303006.700656 + Penalty 2620.290657 = -300386.409999
  nChanged 77
		SP:Iteration 11Q (6257.980000 sec): 3 clusters
  Score: Raw -303054.099084 + Penalty 2620.290657 = -300433.808427
  nChanged 48
		SP:Iteration 12Q (6257.980000 sec): 3 clusters
  Score: Raw -303089.815602 + Penalty 2620.290657 = -300469.524945
  nChanged 47
		SP:Iteration 13Q (6257.990000 sec): 3 clusters
  Score: Raw -303125.926665 + Penalty 2620.290657 = -300505.636008
  nChanged 42
		SP:Iteration 14Q (6258.000000 sec): 3 clusters
  Score: Raw -303149.107225 + Penalty 2620.290657 = -300528.816567
  nChanged 29
		SP:Iteration 15Q (6258.010000 sec): 3 clusters
  Score: Raw -303165.875063 + Penalty 2620.290657 = -300545.584405
  nChanged 29
		SP:Iteration 16Q (6258.020000 sec): 3 clusters
  Score: Raw -303183.435522 + Penalty 2620.290657 = -300563.144865
  nChanged 27
		SP:Iteration 17Q (6258.020000 sec): 3 clusters
  Score: Raw -303197.126635 + Penalty 2620.290657 = -300576.835977
  nChanged 21
		SP:Iteration 18Q (6258.030000 sec): 3 clusters
  Score: Raw -303206.961259 + Penalty 2620.290657 = -300586.670601
  nChanged 18
		SP:Iteration 19Q (6258.040000 sec): 3 clusters
  Score: Raw -303215.734745 + Penalty 2620.290657 = -300595.444088
  nChanged 14
		SP:Iteration 20F (6258.040000 sec): 3 clusters
  Score: Raw -303224.393486 + Penalty 2620.290657 = -300604.102828
  nChanged 17
		SP:Iteration 21Q (6258.050000 sec): 3 clusters
  Score: Raw -303234.723259 + Penalty 2620.290657 = -300614.432602
  nChanged 18
		SP:Iteration 22Q (6258.060000 sec): 3 clusters
  Score: Raw -303243.188255 + Penalty 2620.290657 = -300622.897598
  nChanged 13
		SP:Iteration 23Q (6258.070000 sec): 3 clusters
  Score: Raw -303248.739732 + Penalty 2620.290657 = -300628.449075
  nChanged 10
		SP:Iteration 24Q (6258.070000 sec): 3 clusters
  Score: Raw -303252.814872 + Penalty 2620.290657 = -300632.524215
  nChanged 7
		SP:Iteration 25Q (6258.080000 sec): 3 clusters
  Score: Raw -303258.411108 + Penalty 2620.290657 = -300638.120451
  nChanged 9
		SP:Iteration 26Q (6258.090000 sec): 3 clusters
  Score: Raw -303264.403155 + Penalty 2620.290657 = -300644.112498
  nChanged 11
		SP:Iteration 27Q (6258.100000 sec): 3 clusters
  Score: Raw -303269.292676 + Penalty 2620.290657 = -300649.002019
  nChanged 9
		SP:Iteration 28Q (6258.100000 sec): 3 clusters
  Score: Raw -303273.090328 + Penalty 2620.290657 = -300652.799671
  nChanged 8
		SP:Iteration 29Q (6258.110000 sec): 3 clusters
  Score: Raw -303277.305411 + Penalty 2620.290657 = -300657.014753
  nChanged 5
		SP:Iteration 30Q (6258.120000 sec): 3 clusters
  Score: Raw -303278.682348 + Penalty 2620.290657 = -300658.391690
  nChanged 3
		SP:Iteration 31Q (6258.120000 sec): 3 clusters
  Score: Raw -303279.358724 + Penalty 2620.290657 = -300659.068067
  nChanged 2
		SP:Iteration 32Q (6258.130000 sec): 3 clusters
  Score: Raw -303280.956906 + Penalty 2620.290657 = -300660.666249
  nChanged 1
		SP:Iteration 33Q (6258.140000 sec): 3 clusters
  Score: Raw -303281.374884 + Penalty 2620.290657 = -300661.084227
  nChanged 0
		SP:Iteration 34F (6258.140000 sec): 3 clusters
  Score: Raw -303281.374884 + Penalty 2620.290657 = -300661.084227
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.160000 sec): 2 clusters
  Score: Raw -174271.223314 + Penalty 1228.343717 = -173042.879598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.160000 sec): 3 clusters
  Score: Raw -173443.051309 + Penalty 2456.687433 = -170986.363876
  nChanged 686
		SP:Iteration 1F (6258.160000 sec): 3 clusters
  Score: Raw -173970.639151 + Penalty 2456.687433 = -171513.951718
  nChanged 172
		SP:Iteration 2F (6258.170000 sec): 3 clusters
  Score: Raw -174141.947268 + Penalty 2456.687433 = -171685.259835
  nChanged 111
		SP:Iteration 3F (6258.180000 sec): 3 clusters
  Score: Raw -174264.662774 + Penalty 2456.687433 = -171807.975341
  nChanged 95
		SP:Iteration 4Q (6258.180000 sec): 3 clusters
  Score: Raw -174360.640088 + Penalty 2456.687433 = -171903.952655
  nChanged 78
		SP:Iteration 5Q (6258.180000 sec): 3 clusters
  Score: Raw -174444.292170 + Penalty 2456.687433 = -171987.604737
  nChanged 68
		SP:Iteration 6Q (6258.190000 sec): 3 clusters
  Score: Raw -174502.787610 + Penalty 2456.687433 = -172046.100177
  nChanged 56
		SP:Iteration 7Q (6258.190000 sec): 3 clusters
  Score: Raw -174553.543470 + Penalty 2456.687433 = -172096.856037
  nChanged 49
		SP:Iteration 8Q (6258.200000 sec): 3 clusters
  Score: Raw -174599.329534 + Penalty 2456.687433 = -172142.642101
  nChanged 47
		SP:Iteration 9Q (6258.200000 sec): 3 clusters
  Score: Raw -174645.746734 + Penalty 2456.687433 = -172189.059301
  nChanged 53
		SP:Iteration 10Q (6258.210000 sec): 3 clusters
  Score: Raw -174693.023277 + Penalty 2456.687433 = -172236.335844
  nChanged 33
		SP:Iteration 11Q (6258.210000 sec): 3 clusters
  Score: Raw -174718.626332 + Penalty 2456.687433 = -172261.938899
  nChanged 31
		SP:Iteration 12Q (6258.220000 sec): 3 clusters
  Score: Raw -174746.810804 + Penalty 2456.687433 = -172290.123371
  nChanged 23
		SP:Iteration 13Q (6258.220000 sec): 3 clusters
  Score: Raw -174765.834753 + Penalty 2456.687433 = -172309.147320
  nChanged 19
		SP:Iteration 14Q (6258.220000 sec): 3 clusters
  Score: Raw -174780.870776 + Penalty 2456.687433 = -172324.183343
  nChanged 14
		SP:Iteration 15Q (6258.230000 sec): 3 clusters
  Score: Raw -174791.804727 + Penalty 2456.687433 = -172335.117294
  nChanged 15
		SP:Iteration 16Q (6258.240000 sec): 3 clusters
  Score: Raw -174799.315122 + Penalty 2456.687433 = -172342.627689
  nChanged 4
		SP:Iteration 17Q (6258.240000 sec): 3 clusters
  Score: Raw -174800.811090 + Penalty 2456.687433 = -172344.123657
  nChanged 0
		SP:Iteration 18F (6258.240000 sec): 3 clusters
  Score: Raw -174800.811090 + Penalty 2456.687433 = -172344.123657
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.250000 sec): 2 clusters
  Score: Raw -165394.113725 + Penalty 1216.756736 = -164177.356989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.260000 sec): 3 clusters
  Score: Raw -164669.517680 + Penalty 2433.513472 = -162236.004207
  nChanged 622
		SP:Iteration 1F (6258.260000 sec): 3 clusters
  Score: Raw -165114.665554 + Penalty 2433.513472 = -162681.152082
  nChanged 140
		SP:Iteration 2F (6258.270000 sec): 3 clusters
  Score: Raw -165242.842518 + Penalty 2433.513472 = -162809.329046
  nChanged 95
		SP:Iteration 3F (6258.270000 sec): 3 clusters
  Score: Raw -165328.773967 + Penalty 2433.513472 = -162895.260494
  nChanged 68
		SP:Iteration 4Q (6258.280000 sec): 3 clusters
  Score: Raw -165409.814456 + Penalty 2433.513472 = -162976.300983
  nChanged 65
		SP:Iteration 5Q (6258.280000 sec): 3 clusters
  Score: Raw -165478.183072 + Penalty 2433.513472 = -163044.669600
  nChanged 57
		SP:Iteration 6Q (6258.280000 sec): 3 clusters
  Score: Raw -165525.663591 + Penalty 2433.513472 = -163092.150118
  nChanged 47
		SP:Iteration 7Q (6258.290000 sec): 3 clusters
  Score: Raw -165564.726346 + Penalty 2433.513472 = -163131.212874
  nChanged 43
		SP:Iteration 8Q (6258.290000 sec): 3 clusters
  Score: Raw -165596.996448 + Penalty 2433.513472 = -163163.482976
  nChanged 32
		SP:Iteration 9Q (6258.300000 sec): 3 clusters
  Score: Raw -165613.346939 + Penalty 2433.513472 = -163179.833466
  nChanged 28
		SP:Iteration 10Q (6258.300000 sec): 3 clusters
  Score: Raw -165631.448230 + Penalty 2433.513472 = -163197.934757
  nChanged 35
		SP:Iteration 11Q (6258.300000 sec): 3 clusters
  Score: Raw -165654.142677 + Penalty 2433.513472 = -163220.629204
  nChanged 33
		SP:Iteration 12Q (6258.310000 sec): 3 clusters
  Score: Raw -165675.763926 + Penalty 2433.513472 = -163242.250454
  nChanged 33
		SP:Iteration 13Q (6258.320000 sec): 3 clusters
  Score: Raw -165699.370178 + Penalty 2433.513472 = -163265.856705
  nChanged 35
		SP:Iteration 14Q (6258.320000 sec): 3 clusters
  Score: Raw -165736.268564 + Penalty 2433.513472 = -163302.755091
  nChanged 48
		SP:Iteration 15Q (6258.320000 sec): 3 clusters
  Score: Raw -165791.590059 + Penalty 2433.513472 = -163358.076587
  nChanged 46
		SP:Iteration 16Q (6258.330000 sec): 3 clusters
  Score: Raw -165836.279469 + Penalty 2433.513472 = -163402.765996
  nChanged 50
		SP:Iteration 17Q (6258.330000 sec): 3 clusters
  Score: Raw -165889.628349 + Penalty 2433.513472 = -163456.114877
  nChanged 53
		SP:Iteration 18Q (6258.340000 sec): 3 clusters
  Score: Raw -165937.963192 + Penalty 2433.513472 = -163504.449719
  nChanged 28
		SP:Iteration 19Q (6258.340000 sec): 3 clusters
  Score: Raw -165958.053003 + Penalty 2433.513472 = -163524.539530
  nChanged 16
		SP:Iteration 20F (6258.340000 sec): 3 clusters
  Score: Raw -165973.581478 + Penalty 2433.513472 = -163540.068006
  nChanged 20
		SP:Iteration 21Q (6258.350000 sec): 3 clusters
  Score: Raw -165993.726766 + Penalty 2433.513472 = -163560.213294
  nChanged 13
		SP:Iteration 22Q (6258.350000 sec): 3 clusters
  Score: Raw -166005.362106 + Penalty 2433.513472 = -163571.848634
  nChanged 9
		SP:Iteration 23Q (6258.360000 sec): 3 clusters
  Score: Raw -166011.768945 + Penalty 2433.513472 = -163578.255473
  nChanged 6
		SP:Iteration 24Q (6258.360000 sec): 3 clusters
  Score: Raw -166016.442358 + Penalty 2433.513472 = -163582.928886
  nChanged 4
		SP:Iteration 25Q (6258.360000 sec): 3 clusters
  Score: Raw -166020.778408 + Penalty 2433.513472 = -163587.264936
  nChanged 3
		SP:Iteration 26Q (6258.370000 sec): 3 clusters
  Score: Raw -166022.622267 + Penalty 2433.513472 = -163589.108795
  nChanged 1
		SP:Iteration 27Q (6258.370000 sec): 3 clusters
  Score: Raw -166023.292636 + Penalty 2433.513472 = -163589.779163
  nChanged 2
		SP:Iteration 28Q (6258.380000 sec): 3 clusters
  Score: Raw -166025.007274 + Penalty 2433.513472 = -163591.493802
  nChanged 1
		SP:Iteration 29Q (6258.380000 sec): 3 clusters
  Score: Raw -166025.670212 + Penalty 2433.513472 = -163592.156740
  nChanged 0
		SP:Iteration 30F (6258.390000 sec): 3 clusters
  Score: Raw -166025.670212 + Penalty 2433.513472 = -163592.156740
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.390000 sec): 2 clusters
  Score: Raw -71050.641731 + Penalty 1070.923920 = -69979.717810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.400000 sec): 3 clusters
  Score: Raw -70840.966201 + Penalty 2141.847841 = -68699.118361
  nChanged 194
		SP:Iteration 1F (6258.400000 sec): 3 clusters
  Score: Raw -71039.074113 + Penalty 2141.847841 = -68897.226272
  nChanged 56
		SP:Iteration 2F (6258.400000 sec): 3 clusters
  Score: Raw -71124.418451 + Penalty 2141.847841 = -68982.570610
  nChanged 28
		SP:Iteration 3Q (6258.400000 sec): 3 clusters
  Score: Raw -71156.171272 + Penalty 2141.847841 = -69014.323431
  nChanged 17
		SP:Iteration 4Q (6258.400000 sec): 3 clusters
  Score: Raw -71179.887083 + Penalty 2141.847841 = -69038.039242
  nChanged 10
		SP:Iteration 5Q (6258.400000 sec): 3 clusters
  Score: Raw -71194.088607 + Penalty 2141.847841 = -69052.240766
  nChanged 9
		SP:Iteration 6Q (6258.400000 sec): 3 clusters
  Score: Raw -71204.315172 + Penalty 2141.847841 = -69062.467331
  nChanged 7
		SP:Iteration 7Q (6258.410000 sec): 3 clusters
  Score: Raw -71215.563464 + Penalty 2141.847841 = -69073.715624
  nChanged 8
		SP:Iteration 8Q (6258.410000 sec): 3 clusters
  Score: Raw -71227.200200 + Penalty 2141.847841 = -69085.352360
  nChanged 2
		SP:Iteration 9Q (6258.410000 sec): 3 clusters
  Score: Raw -71228.911035 + Penalty 2141.847841 = -69087.063195
  nChanged 1
		SP:Iteration 10Q (6258.410000 sec): 3 clusters
  Score: Raw -71230.409483 + Penalty 2141.847841 = -69088.561642
  nChanged 0
		SP:Iteration 11F (6258.420000 sec): 3 clusters
  Score: Raw -71230.409483 + Penalty 2141.847841 = -69088.561642
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.420000 sec): 2 clusters
  Score: Raw -193883.530071 + Penalty 1236.844004 = -192646.686067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.430000 sec): 3 clusters
  Score: Raw -193059.315201 + Penalty 2473.688008 = -190585.627193
  nChanged 698
		SP:Iteration 1F (6258.440000 sec): 3 clusters
  Score: Raw -193504.251072 + Penalty 2473.688008 = -191030.563064
  nChanged 141
		SP:Iteration 2F (6258.440000 sec): 3 clusters
  Score: Raw -193607.036694 + Penalty 2473.688008 = -191133.348685
  nChanged 89
		SP:Iteration 3Q (6258.440000 sec): 3 clusters
  Score: Raw -193659.008192 + Penalty 2473.688008 = -191185.320184
  nChanged 69
		SP:Iteration 4Q (6258.450000 sec): 3 clusters
  Score: Raw -193694.887240 + Penalty 2473.688008 = -191221.199232
  nChanged 40
		SP:Iteration 5Q (6258.460000 sec): 3 clusters
  Score: Raw -193714.989143 + Penalty 2473.688008 = -191241.301135
  nChanged 37
		SP:Iteration 6Q (6258.460000 sec): 3 clusters
  Score: Raw -193736.619138 + Penalty 2473.688008 = -191262.931130
  nChanged 39
		SP:Iteration 7Q (6258.460000 sec): 3 clusters
  Score: Raw -193763.612610 + Penalty 2473.688008 = -191289.924602
  nChanged 42
		SP:Iteration 8Q (6258.470000 sec): 3 clusters
  Score: Raw -193800.337185 + Penalty 2473.688008 = -191326.649177
  nChanged 46
		SP:Iteration 9Q (6258.480000 sec): 3 clusters
  Score: Raw -193833.955751 + Penalty 2473.688008 = -191360.267743
  nChanged 38
		SP:Iteration 10Q (6258.480000 sec): 3 clusters
  Score: Raw -193870.473962 + Penalty 2473.688008 = -191396.785954
  nChanged 45
		SP:Iteration 11Q (6258.480000 sec): 3 clusters
  Score: Raw -193895.608570 + Penalty 2473.688008 = -191421.920561
  nChanged 34
		SP:Iteration 12Q (6258.490000 sec): 3 clusters
  Score: Raw -193916.159270 + Penalty 2473.688008 = -191442.471262
  nChanged 27
		SP:Iteration 13Q (6258.500000 sec): 3 clusters
  Score: Raw -193929.032764 + Penalty 2473.688008 = -191455.344756
  nChanged 19
		SP:Iteration 14Q (6258.500000 sec): 3 clusters
  Score: Raw -193937.408891 + Penalty 2473.688008 = -191463.720883
  nChanged 9
		SP:Iteration 15Q (6258.500000 sec): 3 clusters
  Score: Raw -193942.349268 + Penalty 2473.688008 = -191468.661259
  nChanged 8
		SP:Iteration 16Q (6258.510000 sec): 3 clusters
  Score: Raw -193948.491039 + Penalty 2473.688008 = -191474.803031
  nChanged 15
		SP:Iteration 17Q (6258.520000 sec): 3 clusters
  Score: Raw -193959.887489 + Penalty 2473.688008 = -191486.199481
  nChanged 17
		SP:Iteration 18Q (6258.520000 sec): 3 clusters
  Score: Raw -193969.534788 + Penalty 2473.688008 = -191495.846780
  nChanged 12
		SP:Iteration 19Q (6258.520000 sec): 3 clusters
  Score: Raw -193979.543754 + Penalty 2473.688008 = -191505.855746
  nChanged 16
		SP:Iteration 20F (6258.530000 sec): 3 clusters
  Score: Raw -193989.925998 + Penalty 2473.688008 = -191516.237990
  nChanged 17
		SP:Iteration 21Q (6258.540000 sec): 3 clusters
  Score: Raw -193999.573376 + Penalty 2473.688008 = -191525.885368
  nChanged 23
		SP:Iteration 22Q (6258.540000 sec): 3 clusters
  Score: Raw -194016.624239 + Penalty 2473.688008 = -191542.936230
  nChanged 20
		SP:Iteration 23Q (6258.540000 sec): 3 clusters
  Score: Raw -194026.134537 + Penalty 2473.688008 = -191552.446529
  nChanged 18
		SP:Iteration 24Q (6258.550000 sec): 3 clusters
  Score: Raw -194037.067939 + Penalty 2473.688008 = -191563.379931
  nChanged 18
		SP:Iteration 25Q (6258.560000 sec): 3 clusters
  Score: Raw -194047.172975 + Penalty 2473.688008 = -191573.484967
  nChanged 15
		SP:Iteration 26Q (6258.560000 sec): 3 clusters
  Score: Raw -194055.661916 + Penalty 2473.688008 = -191581.973907
  nChanged 11
		SP:Iteration 27Q (6258.560000 sec): 3 clusters
  Score: Raw -194062.404586 + Penalty 2473.688008 = -191588.716577
  nChanged 6
		SP:Iteration 28Q (6258.570000 sec): 3 clusters
  Score: Raw -194064.839147 + Penalty 2473.688008 = -191591.151139
  nChanged 6
		SP:Iteration 29Q (6258.580000 sec): 3 clusters
  Score: Raw -194068.278816 + Penalty 2473.688008 = -191594.590808
  nChanged 9
		SP:Iteration 30Q (6258.580000 sec): 3 clusters
  Score: Raw -194072.960549 + Penalty 2473.688008 = -191599.272541
  nChanged 8
		SP:Iteration 31Q (6258.580000 sec): 3 clusters
  Score: Raw -194076.792444 + Penalty 2473.688008 = -191603.104436
  nChanged 6
		SP:Iteration 32Q (6258.590000 sec): 3 clusters
  Score: Raw -194081.012634 + Penalty 2473.688008 = -191607.324626
  nChanged 10
		SP:Iteration 33Q (6258.600000 sec): 3 clusters
  Score: Raw -194085.369418 + Penalty 2473.688008 = -191611.681410
  nChanged 7
		SP:Iteration 34Q (6258.600000 sec): 3 clusters
  Score: Raw -194088.400339 + Penalty 2473.688008 = -191614.712331
  nChanged 7
		SP:Iteration 35Q (6258.600000 sec): 3 clusters
  Score: Raw -194091.809271 + Penalty 2473.688008 = -191618.121263
  nChanged 6
		SP:Iteration 36Q (6258.610000 sec): 3 clusters
  Score: Raw -194093.536335 + Penalty 2473.688008 = -191619.848326
  nChanged 1
		SP:Iteration 37Q (6258.610000 sec): 3 clusters
  Score: Raw -194094.511432 + Penalty 2473.688008 = -191620.823424
  nChanged 1
		SP:Iteration 38Q (6258.620000 sec): 3 clusters
  Score: Raw -194094.825966 + Penalty 2473.688008 = -191621.137957
  nChanged 0
		SP:Iteration 39F (6258.620000 sec): 3 clusters
  Score: Raw -194094.825966 + Penalty 2473.688008 = -191621.137957
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.630000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.640000 sec): 3 clusters
  Score: Raw -127995.318589 + Penalty 2349.226247 = -125646.092343
  nChanged 448
		SP:Iteration 1F (6258.640000 sec): 3 clusters
  Score: Raw -128485.920055 + Penalty 2349.226247 = -126136.693808
  nChanged 132
		SP:Iteration 2F (6258.640000 sec): 3 clusters
  Score: Raw -128692.180306 + Penalty 2349.226247 = -126342.954059
  nChanged 81
		SP:Iteration 3F (6258.640000 sec): 3 clusters
  Score: Raw -128805.326450 + Penalty 2349.226247 = -126456.100203
  nChanged 80
		SP:Iteration 4F (6258.650000 sec): 3 clusters
  Score: Raw -128932.018117 + Penalty 2349.226247 = -126582.791870
  nChanged 67
		SP:Iteration 5Q (6258.650000 sec): 3 clusters
  Score: Raw -129042.248107 + Penalty 2349.226247 = -126693.021860
  nChanged 58
		SP:Iteration 6Q (6258.660000 sec): 3 clusters
  Score: Raw -129171.978120 + Penalty 2349.226247 = -126822.751873
  nChanged 59
		SP:Iteration 7Q (6258.660000 sec): 3 clusters
  Score: Raw -129300.028868 + Penalty 2349.226247 = -126950.802622
  nChanged 44
		SP:Iteration 8Q (6258.660000 sec): 3 clusters
  Score: Raw -129364.635276 + Penalty 2349.226247 = -127015.409029
  nChanged 28
		SP:Iteration 9Q (6258.660000 sec): 3 clusters
  Score: Raw -129408.120727 + Penalty 2349.226247 = -127058.894481
  nChanged 18
		SP:Iteration 10Q (6258.670000 sec): 3 clusters
  Score: Raw -129438.345486 + Penalty 2349.226247 = -127089.119239
  nChanged 8
		SP:Iteration 11Q (6258.670000 sec): 3 clusters
  Score: Raw -129448.733015 + Penalty 2349.226247 = -127099.506768
  nChanged 10
		SP:Iteration 12Q (6258.670000 sec): 3 clusters
  Score: Raw -129459.049280 + Penalty 2349.226247 = -127109.823034
  nChanged 5
		SP:Iteration 13Q (6258.680000 sec): 3 clusters
  Score: Raw -129463.964537 + Penalty 2349.226247 = -127114.738290
  nChanged 3
		SP:Iteration 14Q (6258.680000 sec): 3 clusters
  Score: Raw -129468.505580 + Penalty 2349.226247 = -127119.279333
  nChanged 2
		SP:Iteration 15Q (6258.680000 sec): 3 clusters
  Score: Raw -129469.188777 + Penalty 2349.226247 = -127119.962530
  nChanged 1
		SP:Iteration 16Q (6258.680000 sec): 3 clusters
  Score: Raw -129469.427733 + Penalty 2349.226247 = -127120.201487
  nChanged 0
		SP:Iteration 17F (6258.690000 sec): 3 clusters
  Score: Raw -129469.427733 + Penalty 2349.226247 = -127120.201487
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.700000 sec): 2 clusters
  Score: Raw -184561.920308 + Penalty 1222.916496 = -183339.003812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.700000 sec): 3 clusters
  Score: Raw -183769.724502 + Penalty 2445.832992 = -181323.891510
  nChanged 643
		SP:Iteration 1F (6258.710000 sec): 3 clusters
  Score: Raw -184160.107556 + Penalty 2445.832992 = -181714.274564
  nChanged 137
		SP:Iteration 2F (6258.710000 sec): 3 clusters
  Score: Raw -184263.650205 + Penalty 2445.832992 = -181817.817213
  nChanged 82
		SP:Iteration 3Q (6258.720000 sec): 3 clusters
  Score: Raw -184325.206927 + Penalty 2445.832992 = -181879.373935
  nChanged 64
		SP:Iteration 4Q (6258.720000 sec): 3 clusters
  Score: Raw -184366.096576 + Penalty 2445.832992 = -181920.263585
  nChanged 50
		SP:Iteration 5Q (6258.720000 sec): 3 clusters
  Score: Raw -184395.298844 + Penalty 2445.832992 = -181949.465853
  nChanged 42
		SP:Iteration 6Q (6258.730000 sec): 3 clusters
  Score: Raw -184423.012263 + Penalty 2445.832992 = -181977.179271
  nChanged 29
		SP:Iteration 7Q (6258.740000 sec): 3 clusters
  Score: Raw -184439.593212 + Penalty 2445.832992 = -181993.760220
  nChanged 22
		SP:Iteration 8Q (6258.740000 sec): 3 clusters
  Score: Raw -184453.251077 + Penalty 2445.832992 = -182007.418085
  nChanged 21
		SP:Iteration 9Q (6258.740000 sec): 3 clusters
  Score: Raw -184467.185439 + Penalty 2445.832992 = -182021.352447
  nChanged 14
		SP:Iteration 10Q (6258.750000 sec): 3 clusters
  Score: Raw -184474.729979 + Penalty 2445.832992 = -182028.896988
  nChanged 13
		SP:Iteration 11Q (6258.750000 sec): 3 clusters
  Score: Raw -184480.747231 + Penalty 2445.832992 = -182034.914239
  nChanged 9
		SP:Iteration 12Q (6258.760000 sec): 3 clusters
  Score: Raw -184486.893805 + Penalty 2445.832992 = -182041.060813
  nChanged 10
		SP:Iteration 13Q (6258.760000 sec): 3 clusters
  Score: Raw -184491.136025 + Penalty 2445.832992 = -182045.303033
  nChanged 9
		SP:Iteration 14Q (6258.770000 sec): 3 clusters
  Score: Raw -184496.084588 + Penalty 2445.832992 = -182050.251596
  nChanged 7
		SP:Iteration 15Q (6258.770000 sec): 3 clusters
  Score: Raw -184501.241121 + Penalty 2445.832992 = -182055.408129
  nChanged 8
		SP:Iteration 16Q (6258.780000 sec): 3 clusters
  Score: Raw -184504.814103 + Penalty 2445.832992 = -182058.981111
  nChanged 7
		SP:Iteration 17Q (6258.780000 sec): 3 clusters
  Score: Raw -184508.666282 + Penalty 2445.832992 = -182062.833290
  nChanged 12
		SP:Iteration 18Q (6258.780000 sec): 3 clusters
  Score: Raw -184519.299616 + Penalty 2445.832992 = -182073.466624
  nChanged 13
		SP:Iteration 19Q (6258.790000 sec): 3 clusters
  Score: Raw -184529.173065 + Penalty 2445.832992 = -182083.340073
  nChanged 13
		SP:Iteration 20F (6258.800000 sec): 3 clusters
  Score: Raw -184536.570959 + Penalty 2445.832992 = -182090.737967
  nChanged 14
		SP:Iteration 21Q (6258.800000 sec): 3 clusters
  Score: Raw -184547.703960 + Penalty 2445.832992 = -182101.870968
  nChanged 15
		SP:Iteration 22Q (6258.800000 sec): 3 clusters
  Score: Raw -184557.249891 + Penalty 2445.832992 = -182111.416899
  nChanged 21
		SP:Iteration 23Q (6258.810000 sec): 3 clusters
  Score: Raw -184569.851021 + Penalty 2445.832992 = -182124.018029
  nChanged 15
		SP:Iteration 24Q (6258.810000 sec): 3 clusters
  Score: Raw -184579.507476 + Penalty 2445.832992 = -182133.674484
  nChanged 13
		SP:Iteration 25Q (6258.820000 sec): 3 clusters
  Score: Raw -184587.965020 + Penalty 2445.832992 = -182142.132028
  nChanged 19
		SP:Iteration 26Q (6258.820000 sec): 3 clusters
  Score: Raw -184602.176536 + Penalty 2445.832992 = -182156.343544
  nChanged 26
		SP:Iteration 27Q (6258.830000 sec): 3 clusters
  Score: Raw -184624.412609 + Penalty 2445.832992 = -182178.579617
  nChanged 22
		SP:Iteration 28Q (6258.830000 sec): 3 clusters
  Score: Raw -184641.301584 + Penalty 2445.832992 = -182195.468592
  nChanged 16
		SP:Iteration 29Q (6258.840000 sec): 3 clusters
  Score: Raw -184652.050418 + Penalty 2445.832992 = -182206.217426
  nChanged 13
		SP:Iteration 30Q (6258.840000 sec): 3 clusters
  Score: Raw -184660.061229 + Penalty 2445.832992 = -182214.228237
  nChanged 9
		SP:Iteration 31Q (6258.840000 sec): 3 clusters
  Score: Raw -184666.907003 + Penalty 2445.832992 = -182221.074011
  nChanged 10
		SP:Iteration 32Q (6258.850000 sec): 3 clusters
  Score: Raw -184672.045898 + Penalty 2445.832992 = -182226.212906
  nChanged 3
		SP:Iteration 33Q (6258.850000 sec): 3 clusters
  Score: Raw -184673.933809 + Penalty 2445.832992 = -182228.100818
  nChanged 4
		SP:Iteration 34Q (6258.860000 sec): 3 clusters
  Score: Raw -184676.819246 + Penalty 2445.832992 = -182230.986254
  nChanged 9
		SP:Iteration 35Q (6258.860000 sec): 3 clusters
  Score: Raw -184683.076953 + Penalty 2445.832992 = -182237.243961
  nChanged 15
		SP:Iteration 36Q (6258.870000 sec): 3 clusters
  Score: Raw -184693.937351 + Penalty 2445.832992 = -182248.104359
  nChanged 15
		SP:Iteration 37Q (6258.870000 sec): 3 clusters
  Score: Raw -184706.592488 + Penalty 2445.832992 = -182260.759496
  nChanged 13
		SP:Iteration 38Q (6258.880000 sec): 3 clusters
  Score: Raw -184715.257127 + Penalty 2445.832992 = -182269.424135
  nChanged 13
		SP:Iteration 39Q (6258.880000 sec): 3 clusters
  Score: Raw -184724.979799 + Penalty 2445.832992 = -182279.146807
  nChanged 15
		SP:Iteration 40F (6258.880000 sec): 3 clusters
  Score: Raw -184733.082408 + Penalty 2445.832992 = -182287.249417
  nChanged 10
		SP:Iteration 41Q (6258.890000 sec): 3 clusters
  Score: Raw -184738.722420 + Penalty 2445.832992 = -182292.889428
  nChanged 6
		SP:Iteration 42Q (6258.890000 sec): 3 clusters
  Score: Raw -184743.411360 + Penalty 2445.832992 = -182297.578368
  nChanged 11
		SP:Iteration 43Q (6258.900000 sec): 3 clusters
  Score: Raw -184749.236580 + Penalty 2445.832992 = -182303.403588
  nChanged 8
		SP:Iteration 44Q (6258.900000 sec): 3 clusters
  Score: Raw -184753.629536 + Penalty 2445.832992 = -182307.796544
  nChanged 3
		SP:Iteration 45Q (6258.900000 sec): 3 clusters
  Score: Raw -184756.296653 + Penalty 2445.832992 = -182310.463661
  nChanged 3
		SP:Iteration 46Q (6258.910000 sec): 3 clusters
  Score: Raw -184758.021148 + Penalty 2445.832992 = -182312.188156
  nChanged 3
		SP:Iteration 47Q (6258.910000 sec): 3 clusters
  Score: Raw -184760.878394 + Penalty 2445.832992 = -182315.045402
  nChanged 5
		SP:Iteration 48Q (6258.920000 sec): 3 clusters
  Score: Raw -184763.253290 + Penalty 2445.832992 = -182317.420298
  nChanged 4
		SP:Iteration 49Q (6258.920000 sec): 3 clusters
  Score: Raw -184766.459504 + Penalty 2445.832992 = -182320.626512
  nChanged 1
		SP:Iteration 50Q (6258.920000 sec): 3 clusters
  Score: Raw -184766.625631 + Penalty 2445.832992 = -182320.792640
  nChanged 0
		SP:Iteration 51F (6258.930000 sec): 3 clusters
  Score: Raw -184766.625631 + Penalty 2445.832992 = -182320.792640
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.940000 sec): 2 clusters
  Score: Raw -126490.620110 + Penalty 1178.112900 = -125312.507210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.940000 sec): 3 clusters
  Score: Raw -125992.180920 + Penalty 2356.225799 = -123635.955121
  nChanged 449
		SP:Iteration 1F (6258.940000 sec): 3 clusters
  Score: Raw -126457.423512 + Penalty 2356.225799 = -124101.197712
  nChanged 152
		SP:Iteration 2F (6258.950000 sec): 3 clusters
  Score: Raw -126631.466780 + Penalty 2356.225799 = -124275.240980
  nChanged 92
		SP:Iteration 3F (6258.950000 sec): 3 clusters
  Score: Raw -126742.341219 + Penalty 2356.225799 = -124386.115420
  nChanged 59
		SP:Iteration 4Q (6258.960000 sec): 3 clusters
  Score: Raw -126803.549294 + Penalty 2356.225799 = -124447.323495
  nChanged 49
		SP:Iteration 5Q (6258.960000 sec): 3 clusters
  Score: Raw -126841.830967 + Penalty 2356.225799 = -124485.605167
  nChanged 29
		SP:Iteration 6Q (6258.960000 sec): 3 clusters
  Score: Raw -126872.342722 + Penalty 2356.225799 = -124516.116922
  nChanged 24
		SP:Iteration 7Q (6258.960000 sec): 3 clusters
  Score: Raw -126895.149389 + Penalty 2356.225799 = -124538.923590
  nChanged 23
		SP:Iteration 8Q (6258.970000 sec): 3 clusters
  Score: Raw -126919.137394 + Penalty 2356.225799 = -124562.911594
  nChanged 18
		SP:Iteration 9Q (6258.970000 sec): 3 clusters
  Score: Raw -126939.401844 + Penalty 2356.225799 = -124583.176044
  nChanged 13
		SP:Iteration 10Q (6258.980000 sec): 3 clusters
  Score: Raw -126954.692990 + Penalty 2356.225799 = -124598.467191
  nChanged 8
		SP:Iteration 11Q (6258.980000 sec): 3 clusters
  Score: Raw -126962.631342 + Penalty 2356.225799 = -124606.405543
  nChanged 6
		SP:Iteration 12Q (6258.980000 sec): 3 clusters
  Score: Raw -126970.216945 + Penalty 2356.225799 = -124613.991146
  nChanged 11
		SP:Iteration 13Q (6258.980000 sec): 3 clusters
  Score: Raw -126978.211242 + Penalty 2356.225799 = -124621.985442
  nChanged 5
		SP:Iteration 14Q (6258.990000 sec): 3 clusters
  Score: Raw -126981.257908 + Penalty 2356.225799 = -124625.032109
  nChanged 7
		SP:Iteration 15Q (6258.990000 sec): 3 clusters
  Score: Raw -126986.199053 + Penalty 2356.225799 = -124629.973254
  nChanged 1
		SP:Iteration 16Q (6259.000000 sec): 3 clusters
  Score: Raw -126986.565691 + Penalty 2356.225799 = -124630.339892
  nChanged 0
		SP:Iteration 17F (6259.000000 sec): 3 clusters
  Score: Raw -126986.565691 + Penalty 2356.225799 = -124630.339892
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6259.010000 sec): 2 clusters
  Score: Raw -170732.920420 + Penalty 1243.152414 = -169489.768006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6259.010000 sec): 3 clusters
  Score: Raw -169849.703875 + Penalty 2486.304828 = -167363.399047
  nChanged 732
		SP:Iteration 1F (6259.020000 sec): 3 clusters
  Score: Raw -170385.549366 + Penalty 2486.304828 = -167899.244539
  nChanged 194
		SP:Iteration 2F (6259.020000 sec): 3 clusters
  Score: Raw -170585.212199 + Penalty 2486.304828 = -168098.907371
  nChanged 154
		SP:Iteration 3F (6259.030000 sec): 3 clusters
  Score: Raw -170842.016523 + Penalty 2486.304828 = -168355.711695
  nChanged 161
		SP:Iteration 4F (6259.040000 sec): 3 clusters
  Score: Raw -171151.111375 + Penalty 2486.304828 = -168664.806547
  nChanged 137
		SP:Iteration 5F (6259.040000 sec): 3 clusters
  Score: Raw -171377.451847 + Penalty 2486.304828 = -168891.147019
  nChanged 103
		SP:Iteration 6Q (6259.040000 sec): 3 clusters
  Score: Raw -171496.992564 + Penalty 2486.304828 = -169010.687736
  nChanged 59
		SP:Iteration 7Q (6259.050000 sec): 3 clusters
  Score: Raw -171568.928430 + Penalty 2486.304828 = -169082.623602
  nChanged 49
		SP:Iteration 8Q (6259.060000 sec): 3 clusters
  Score: Raw -171631.928448 + Penalty 2486.304828 = -169145.623620
  nChanged 39
		SP:Iteration 9Q (6259.060000 sec): 3 clusters
  Score: Raw -171662.303380 + Penalty 2486.304828 = -169175.998552
  nChanged 29
		SP:Iteration 10Q (6259.060000 sec): 3 clusters
  Score: Raw -171692.254546 + Penalty 2486.304828 = -169205.949718
  nChanged 36
		SP:Iteration 11Q (6259.070000 sec): 3 clusters
  Score: Raw -171737.054200 + Penalty 2486.304828 = -169250.749372
  nChanged 31
		SP:Iteration 12Q (6259.070000 sec): 3 clusters
  Score: Raw -171776.198328 + Penalty 2486.304828 = -169289.893500
  nChanged 24
		SP:Iteration 13Q (6259.080000 sec): 3 clusters
  Score: Raw -171795.281175 + Penalty 2486.304828 = -169308.976348
  nChanged 14
		SP:Iteration 14Q (6259.080000 sec): 3 clusters
  Score: Raw -171809.457122 + Penalty 2486.304828 = -169323.152294
  nChanged 20
		SP:Iteration 15Q (6259.090000 sec): 3 clusters
  Score: Raw -171820.856873 + Penalty 2486.304828 = -169334.552045
  nChanged 15
		SP:Iteration 16Q (6259.090000 sec): 3 clusters
  Score: Raw -171831.058743 + Penalty 2486.304828 = -169344.753916
  nChanged 9
		SP:Iteration 17Q (6259.100000 sec): 3 clusters
  Score: Raw -171837.451311 + Penalty 2486.304828 = -169351.146483
  nChanged 6
		SP:Iteration 18Q (6259.100000 sec): 3 clusters
  Score: Raw -171840.033618 + Penalty 2486.304828 = -169353.728791
  nChanged 2
		SP:Iteration 19Q (6259.100000 sec): 3 clusters
  Score: Raw -171840.884861 + Penalty 2486.304828 = -169354.580034
  nChanged 2
		SP:Iteration 20F (6259.110000 sec): 3 clusters
  Score: Raw -171841.967172 + Penalty 2486.304828 = -169355.662344
  nChanged 3
		SP:Iteration 21Q (6259.120000 sec): 3 clusters
  Score: Raw -171843.829829 + Penalty 2486.304828 = -169357.525002
  nChanged 2
		SP:Iteration 22Q (6259.120000 sec): 3 clusters
  Score: Raw -171845.023806 + Penalty 2486.304828 = -169358.718978
  nChanged 1
		SP:Iteration 23Q (6259.120000 sec): 3 clusters
  Score: Raw -171845.354207 + Penalty 2486.304828 = -169359.049379
  nChanged 2
		SP:Iteration 24Q (6259.130000 sec): 3 clusters
  Score: Raw -171845.957413 + Penalty 2486.304828 = -169359.652585
  nChanged 0
		SP:Iteration 25F (6259.130000 sec): 3 clusters
  Score: Raw -171845.957413 + Penalty 2486.304828 = -169359.652585
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6259.140000 sec): 2 clusters
  Score: Raw -222246.746332 + Penalty 1259.474894 = -220987.271438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6259.150000 sec): 3 clusters
  Score: Raw -221211.834532 + Penalty 2518.949788 = -218692.884744
  nChanged 839
		SP:Iteration 1F (6259.160000 sec): 3 clusters
  Score: Raw -221718.075233 + Penalty 2518.949788 = -219199.125445
  nChanged 207
		SP:Iteration 2F (6259.160000 sec): 3 clusters
  Score: Raw -221854.402333 + Penalty 2518.949788 = -219335.452544
  nChanged 109
		SP:Iteration 3Q (6259.170000 sec): 3 clusters
  Score: Raw -221942.806382 + Penalty 2518.949788 = -219423.856594
  nChanged 86
		SP:Iteration 4Q (6259.170000 sec): 3 clusters
  Score: Raw -222026.079044 + Penalty 2518.949788 = -219507.129256
  nChanged 92
		SP:Iteration 5Q (6259.180000 sec): 3 clusters
  Score: Raw -222093.184314 + Penalty 2518.949788 = -219574.234526
  nChanged 66
		SP:Iteration 6Q (6259.180000 sec): 3 clusters
  Score: Raw -222131.794802 + Penalty 2518.949788 = -219612.845014
  nChanged 50
		SP:Iteration 7Q (6259.190000 sec): 3 clusters
  Score: Raw -222164.166826 + Penalty 2518.949788 = -219645.217038
  nChanged 46
		SP:Iteration 8Q (6259.200000 sec): 3 clusters
  Score: Raw -222194.612430 + Penalty 2518.949788 = -219675.662642
  nChanged 52
		SP:Iteration 9Q (6259.200000 sec): 3 clusters
  Score: Raw -222225.928358 + Penalty 2518.949788 = -219706.978570
  nChanged 37
		SP:Iteration 10Q (6259.210000 sec): 3 clusters
  Score: Raw -222249.459994 + Penalty 2518.949788 = -219730.510206
  nChanged 36
		SP:Iteration 11Q (6259.210000 sec): 3 clusters
  Score: Raw -222271.296645 + Penalty 2518.949788 = -219752.346857
  nChanged 36
		SP:Iteration 12Q (6259.220000 sec): 3 clusters
  Score: Raw -222292.892300 + Penalty 2518.949788 = -219773.942512
  nChanged 34
		SP:Iteration 13Q (6259.220000 sec): 3 clusters
  Score: Raw -222315.316036 + Penalty 2518.949788 = -219796.366248
  nChanged 35
		SP:Iteration 14Q (6259.230000 sec): 3 clusters
  Score: Raw -222340.080596 + Penalty 2518.949788 = -219821.130808
  nChanged 30
		SP:Iteration 15Q (6259.240000 sec): 3 clusters
  Score: Raw -222363.087438 + Penalty 2518.949788 = -219844.137650
  nChanged 33
		SP:Iteration 16Q (6259.240000 sec): 3 clusters
  Score: Raw -222387.839612 + Penalty 2518.949788 = -219868.889824
  nChanged 33
		SP:Iteration 17Q (6259.250000 sec): 3 clusters
  Score: Raw -222410.517451 + Penalty 2518.949788 = -219891.567662
  nChanged 36
		SP:Iteration 18Q (6259.250000 sec): 3 clusters
  Score: Raw -222431.999596 + Penalty 2518.949788 = -219913.049808
  nChanged 33
		SP:Iteration 19Q (6259.260000 sec): 3 clusters
  Score: Raw -222452.269048 + Penalty 2518.949788 = -219933.319260
  nChanged 29
		SP:Iteration 20F (6259.260000 sec): 3 clusters
  Score: Raw -222471.156540 + Penalty 2518.949788 = -219952.206752
  nChanged 26
		SP:Iteration 21Q (6259.270000 sec): 3 clusters
  Score: Raw -222490.230374 + Penalty 2518.949788 = -219971.280586
  nChanged 22
		SP:Iteration 22Q (6259.280000 sec): 3 clusters
  Score: Raw -222500.934945 + Penalty 2518.949788 = -219981.985157
  nChanged 8
		SP:Iteration 23Q (6259.280000 sec): 3 clusters
  Score: Raw -222504.424073 + Penalty 2518.949788 = -219985.474284
  nChanged 5
		SP:Iteration 24Q (6259.280000 sec): 3 clusters
  Score: Raw -222506.842936 + Penalty 2518.949788 = -219987.893148
  nChanged 6
		SP:Iteration 25Q (6259.290000 sec): 3 clusters
  Score: Raw -222508.832996 + Penalty 2518.949788 = -219989.883208
  nChanged 4
		SP:Iteration 26Q (6259.300000 sec): 3 clusters
  Score: Raw -222511.096142 + Penalty 2518.949788 = -219992.146354
  nChanged 9
		SP:Iteration 27Q (6259.310000 sec): 3 clusters
  Score: Raw -222513.853889 + Penalty 2518.949788 = -219994.904101
  nChanged 7
		SP:Iteration 28Q (6259.310000 sec): 3 clusters
  Score: Raw -222516.229567 + Penalty 2518.949788 = -219997.279779
  nChanged 3
		SP:Iteration 29Q (6259.320000 sec): 3 clusters
  Score: Raw -222517.120470 + Penalty 2518.949788 = -219998.170682
  nChanged 0
		SP:Iteration 30F (6259.330000 sec): 3 clusters
  Score: Raw -222517.120470 + Penalty 2518.949788 = -219998.170682
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6259.330000 sec): 2 clusters
  Score: Raw -238594.133927 + Penalty 1262.249183 = -237331.884745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6259.340000 sec): 3 clusters
  Score: Raw -237546.623418 + Penalty 2524.498365 = -235022.125053
  nChanged 844
		SP:Iteration 1F (6259.350000 sec): 3 clusters
  Score: Raw -238109.631359 + Penalty 2524.498365 = -235585.132994
  nChanged 210
		SP:Iteration 2F (6259.350000 sec): 3 clusters
  Score: Raw -238327.571822 + Penalty 2524.498365 = -235803.073457
  nChanged 165
		SP:Iteration 3F (6259.360000 sec): 3 clusters
  Score: Raw -238528.852223 + Penalty 2524.498365 = -236004.353858
  nChanged 164
		SP:Iteration 4F (6259.370000 sec): 3 clusters
  Score: Raw -238742.848617 + Penalty 2524.498365 = -236218.350252
  nChanged 151
		SP:Iteration 5F (6259.370000 sec): 3 clusters
  Score: Raw -238910.698391 + Penalty 2524.498365 = -236386.200026
  nChanged 94
		SP:Iteration 6Q (6259.380000 sec): 3 clusters
  Score: Raw -238999.384460 + Penalty 2524.498365 = -236474.886095
  nChanged 63
		SP:Iteration 7Q (6259.380000 sec): 3 clusters
  Score: Raw -239051.554430 + Penalty 2524.498365 = -236527.056065
  nChanged 33
		SP:Iteration 8Q (6259.390000 sec): 3 clusters
  Score: Raw -239078.023484 + Penalty 2524.498365 = -236553.525119
  nChanged 36
		SP:Iteration 9Q (6259.390000 sec): 3 clusters
  Score: Raw -239110.683318 + Penalty 2524.498365 = -236586.184953
  nChanged 33
		SP:Iteration 10Q (6259.400000 sec): 3 clusters
  Score: Raw -239134.515071 + Penalty 2524.498365 = -236610.016706
  nChanged 29
		SP:Iteration 11Q (6259.410000 sec): 3 clusters
  Score: Raw -239152.717557 + Penalty 2524.498365 = -236628.219192
  nChanged 18
		SP:Iteration 12Q (6259.410000 sec): 3 clusters
  Score: Raw -239164.458841 + Penalty 2524.498365 = -236639.960475
  nChanged 19
		SP:Iteration 13Q (6259.420000 sec): 3 clusters
  Score: Raw -239175.740728 + Penalty 2524.498365 = -236651.242363
  nChanged 12
		SP:Iteration 14Q (6259.420000 sec): 3 clusters
  Score: Raw -239182.023914 + Penalty 2524.498365 = -236657.525549
  nChanged 12
		SP:Iteration 15Q (6259.430000 sec): 3 clusters
  Score: Raw -239187.088486 + Penalty 2524.498365 = -236662.590121
  nChanged 4
		SP:Iteration 16Q (6259.430000 sec): 3 clusters
  Score: Raw -239190.665176 + Penalty 2524.498365 = -236666.166811
  nChanged 2
		SP:Iteration 17Q (6259.440000 sec): 3 clusters
  Score: Raw -239191.694046 + Penalty 2524.498365 = -236667.195681
  nChanged 0
		SP:Iteration 18F (6259.450000 sec): 3 clusters
  Score: Raw -239191.694046 + Penalty 2524.498365 = -236667.195681
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6259.450000 sec): 2 clusters
  Score: Raw -153497.966999 + Penalty 1205.746738 = -152292.220261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6259.460000 sec): 3 clusters
  Score: Raw -152826.852404 + Penalty 2411.493475 = -150415.358928
  nChanged 564
		SP:Iteration 1F (6259.460000 sec): 3 clusters
  Score: Raw -153275.535179 + Penalty 2411.493475 = -150864.041704
  nChanged 138
		SP:Iteration 2F (6259.470000 sec): 3 clusters
  Score: Raw -153386.478082 + Penalty 2411.493475 = -150974.984607
  nChanged 81
		SP:Iteration 3Q (6259.470000 sec): 3 clusters
  Score: Raw -153458.965544 + Penalty 2411.493475 = -151047.472069
  nChanged 80
		SP:Iteration 4Q (6259.470000 sec): 3 clusters
  Score: Raw -153531.455814 + Penalty 2411.493475 = -151119.962339
  nChanged 56
		SP:Iteration 5Q (6259.480000 sec): 3 clusters
  Score: Raw -153584.953434 + Penalty 2411.493475 = -151173.459959
  nChanged 60
		SP:Iteration 6Q (6259.480000 sec): 3 clusters
  Score: Raw -153641.592566 + Penalty 2411.493475 = -151230.099090
  nChanged 55
		SP:Iteration 7Q (6259.490000 sec): 3 clusters
  Score: Raw -153696.731574 + Penalty 2411.493475 = -151285.238099
  nChanged 47
		SP:Iteration 8Q (6259.490000 sec): 3 clusters
  Score: Raw -153738.471182 + Penalty 2411.493475 = -151326.977707
  nChanged 37
		SP:Iteration 9Q (6259.500000 sec): 3 clusters
  Score: Raw -153770.228540 + Penalty 2411.493475 = -151358.735065
  nChanged 24
		SP:Iteration 10Q (6259.500000 sec): 3 clusters
  Score: Raw -153797.635115 + Penalty 2411.493475 = -151386.141639
  nChanged 31
		SP:Iteration 11Q (6259.510000 sec): 3 clusters
  Score: Raw -153819.743654 + Penalty 2411.493475 = -151408.250178
  nChanged 21
		SP:Iteration 12Q (6259.510000 sec): 3 clusters
  Score: Raw -153836.842767 + Penalty 2411.493475 = -151425.349292
  nChanged 15
		SP:Iteration 13Q (6259.510000 sec): 3 clusters
  Score: Raw -153849.130220 + Penalty 2411.493475 = -151437.636745
  nChanged 9
		SP:Iteration 14Q (6259.520000 sec): 3 clusters
  Score: Raw -153858.784798 + Penalty 2411.493475 = -151447.291323
  nChanged 12
		SP:Iteration 15Q (6259.520000 sec): 3 clusters
  Score: Raw -153868.708751 + Penalty 2411.493475 = -151457.215276
  nChanged 8
		SP:Iteration 16Q (6259.530000 sec): 3 clusters
  Score: Raw -153874.932666 + Penalty 2411.493475 = -151463.439190
  nChanged 5
		SP:Iteration 17Q (6259.530000 sec): 3 clusters
  Score: Raw -153878.980536 + Penalty 2411.493475 = -151467.487061
  nChanged 6
		SP:Iteration 18Q (6259.530000 sec): 3 clusters
  Score: Raw -153881.720960 + Penalty 2411.493475 = -151470.227485
  nChanged 2
		SP:Iteration 19Q (6259.540000 sec): 3 clusters
  Score: Raw -153883.258371 + Penalty 2411.493475 = -151471.764896
  nChanged 2
		SP:Iteration 20F (6259.540000 sec): 3 clusters
  Score: Raw -153884.110252 + Penalty 2411.493475 = -151472.616777
  nChanged 2
		SP:Iteration 21Q (6259.550000 sec): 3 clusters
  Score: Raw -153885.624010 + Penalty 2411.493475 = -151474.130535
  nChanged 2
		SP:Iteration 22Q (6259.550000 sec): 3 clusters
  Score: Raw -153886.444356 + Penalty 2411.493475 = -151474.950881
  nChanged 1
		SP:Iteration 23Q (6259.550000 sec): 3 clusters
  Score: Raw -153886.906072 + Penalty 2411.493475 = -151475.412596
  nChanged 0
		SP:Iteration 24F (6259.560000 sec): 3 clusters
  Score: Raw -153886.906072 + Penalty 2411.493475 = -151475.412596
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (3122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6259.570000 sec): 2 clusters
  Score: Raw -305479.329639 + Penalty 1307.512229 = -304171.817410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6259.580000 sec): 3 clusters
  Score: Raw -303966.896171 + Penalty 2615.024458 = -301351.871714
  nChanged 1195
		SP:Iteration 1F (6259.590000 sec): 3 clusters
  Score: Raw -304648.878367 + Penalty 2615.024458 = -302033.853909
  nChanged 230
		SP:Iteration 2F (6259.590000 sec): 3 clusters
  Score: Raw -304782.743187 + Penalty 2615.024458 = -302167.718730
  nChanged 162
		SP:Iteration 3F (6259.600000 sec): 3 clusters
  Score: Raw -304877.019617 + Penalty 2615.024458 = -302261.995159
  nChanged 125
		SP:Iteration 4Q (6259.610000 sec): 3 clusters
  Score: Raw -304937.447786 + Penalty 2615.024458 = -302322.423328
  nChanged 107
		SP:Iteration 5Q (6259.620000 sec): 3 clusters
  Score: Raw -304987.194852 + Penalty 2615.024458 = -302372.170394
  nChanged 64
		SP:Iteration 6Q (6259.630000 sec): 3 clusters
  Score: Raw -305018.227114 + Penalty 2615.024458 = -302403.202656
  nChanged 57
		SP:Iteration 7Q (6259.630000 sec): 3 clusters
  Score: Raw -305043.166036 + Penalty 2615.024458 = -302428.141578
  nChanged 49
		SP:Iteration 8Q (6259.640000 sec): 3 clusters
  Score: Raw -305062.210090 + Penalty 2615.024458 = -302447.185632
  nChanged 42
		SP:Iteration 9Q (6259.650000 sec): 3 clusters
  Score: Raw -305079.010373 + Penalty 2615.024458 = -302463.985915
  nChanged 39
		SP:Iteration 10Q (6259.660000 sec): 3 clusters
  Score: Raw -305099.205277 + Penalty 2615.024458 = -302484.180819
  nChanged 50
		SP:Iteration 11Q (6259.670000 sec): 3 clusters
  Score: Raw -305122.494633 + Penalty 2615.024458 = -302507.470176
  nChanged 54
		SP:Iteration 12Q (6259.670000 sec): 3 clusters
  Score: Raw -305150.044131 + Penalty 2615.024458 = -302535.019673
  nChanged 50
		SP:Iteration 13Q (6259.680000 sec): 3 clusters
  Score: Raw -305173.918068 + Penalty 2615.024458 = -302558.893610
  nChanged 48
		SP:Iteration 14Q (6259.690000 sec): 3 clusters
  Score: Raw -305195.889617 + Penalty 2615.024458 = -302580.865160
  nChanged 44
		SP:Iteration 15Q (6259.700000 sec): 3 clusters
  Score: Raw -305215.173843 + Penalty 2615.024458 = -302600.149385
  nChanged 40
		SP:Iteration 16Q (6259.710000 sec): 3 clusters
  Score: Raw -305234.340953 + Penalty 2615.024458 = -302619.316495
  nChanged 37
		SP:Iteration 17Q (6259.710000 sec): 3 clusters
  Score: Raw -305250.851149 + Penalty 2615.024458 = -302635.826692
  nChanged 25
		SP:Iteration 18Q (6259.720000 sec): 3 clusters
  Score: Raw -305261.761858 + Penalty 2615.024458 = -302646.737400
  nChanged 25
		SP:Iteration 19Q (6259.730000 sec): 3 clusters
  Score: Raw -305272.409637 + Penalty 2615.024458 = -302657.385179
  nChanged 24
		SP:Iteration 20F (6259.740000 sec): 3 clusters
  Score: Raw -305280.663353 + Penalty 2615.024458 = -302665.638895
  nChanged 21
		SP:Iteration 21Q (6259.750000 sec): 3 clusters
  Score: Raw -305291.256877 + Penalty 2615.024458 = -302676.232420
  nChanged 22
		SP:Iteration 22Q (6259.750000 sec): 3 clusters
  Score: Raw -305299.514710 + Penalty 2615.024458 = -302684.490252
  nChanged 22
		SP:Iteration 23Q (6259.760000 sec): 3 clusters
  Score: Raw -305309.223857 + Penalty 2615.024458 = -302694.199399
  nChanged 23
		SP:Iteration 24Q (6259.770000 sec): 3 clusters
  Score: Raw -305318.892726 + Penalty 2615.024458 = -302703.868269
  nChanged 19
		SP:Iteration 25Q (6259.780000 sec): 3 clusters
  Score: Raw -305326.453828 + Penalty 2615.024458 = -302711.429371
  nChanged 22
		SP:Iteration 26Q (6259.790000 sec): 3 clusters
  Score: Raw -305336.864073 + Penalty 2615.024458 = -302721.839615
  nChanged 18
		SP:Iteration 27Q (6259.790000 sec): 3 clusters
  Score: Raw -305344.529320 + Penalty 2615.024458 = -302729.504863
  nChanged 16
		SP:Iteration 28Q (6259.800000 sec): 3 clusters
  Score: Raw -305349.953841 + Penalty 2615.024458 = -302734.929383
  nChanged 17
		SP:Iteration 29Q (6259.810000 sec): 3 clusters
  Score: Raw -305357.206012 + Penalty 2615.024458 = -302742.181554
  nChanged 21
		SP:Iteration 30Q (6259.820000 sec): 3 clusters
  Score: Raw -305368.833642 + Penalty 2615.024458 = -302753.809184
  nChanged 19
		SP:Iteration 31Q (6259.830000 sec): 3 clusters
  Score: Raw -305376.576006 + Penalty 2615.024458 = -302761.551548
  nChanged 20
		SP:Iteration 32Q (6259.830000 sec): 3 clusters
  Score: Raw -305383.139081 + Penalty 2615.024458 = -302768.114623
  nChanged 18
		SP:Iteration 33Q (6259.840000 sec): 3 clusters
  Score: Raw -305393.142238 + Penalty 2615.024458 = -302778.117780
  nChanged 24
		SP:Iteration 34Q (6259.850000 sec): 3 clusters
  Score: Raw -305409.132820 + Penalty 2615.024458 = -302794.108362
  nChanged 31
		SP:Iteration 35Q (6259.850000 sec): 3 clusters
  Score: Raw -305427.513289 + Penalty 2615.024458 = -302812.488831
  nChanged 29
		SP:Iteration 36Q (6259.860000 sec): 3 clusters
  Score: Raw -305443.454816 + Penalty 2615.024458 = -302828.430359
  nChanged 31
		SP:Iteration 37Q (6259.870000 sec): 3 clusters
  Score: Raw -305463.141722 + Penalty 2615.024458 = -302848.117264
  nChanged 31
		SP:Iteration 38Q (6259.880000 sec): 3 clusters
  Score: Raw -305485.505869 + Penalty 2615.024458 = -302870.481412
  nChanged 27
		SP:Iteration 39Q (6259.890000 sec): 3 clusters
  Score: Raw -305509.201148 + Penalty 2615.024458 = -302894.176691
  nChanged 41
		SP:Iteration 40F (6259.890000 sec): 3 clusters
  Score: Raw -305539.351766 + Penalty 2615.024458 = -302924.327308
  nChanged 36
		SP:Iteration 41Q (6259.900000 sec): 3 clusters
  Score: Raw -305560.313340 + Penalty 2615.024458 = -302945.288883
  nChanged 35
		SP:Iteration 42Q (6259.910000 sec): 3 clusters
  Score: Raw -305579.082085 + Penalty 2615.024458 = -302964.057627
  nChanged 35
		SP:Iteration 43Q (6259.910000 sec): 3 clusters
  Score: Raw -305599.537122 + Penalty 2615.024458 = -302984.512664
  nChanged 32
		SP:Iteration 44Q (6259.920000 sec): 3 clusters
  Score: Raw -305627.376820 + Penalty 2615.024458 = -303012.352363
  nChanged 33
		SP:Iteration 45Q (6259.930000 sec): 3 clusters
  Score: Raw -305646.586588 + Penalty 2615.024458 = -303031.562131
  nChanged 21
		SP:Iteration 46Q (6259.930000 sec): 3 clusters
  Score: Raw -305657.031745 + Penalty 2615.024458 = -303042.007288
  nChanged 12
		SP:Iteration 47Q (6259.940000 sec): 3 clusters
  Score: Raw -305662.215788 + Penalty 2615.024458 = -303047.191330
  nChanged 10
		SP:Iteration 48Q (6259.950000 sec): 3 clusters
  Score: Raw -305668.306591 + Penalty 2615.024458 = -303053.282133
  nChanged 9
		SP:Iteration 49Q (6259.960000 sec): 3 clusters
  Score: Raw -305673.651145 + Penalty 2615.024458 = -303058.626687
  nChanged 8
		SP:Iteration 50Q (6259.960000 sec): 3 clusters
  Score: Raw -305677.767996 + Penalty 2615.024458 = -303062.743538
  nChanged 9
		SP:Iteration 51Q (6259.970000 sec): 3 clusters
  Score: Raw -305683.085694 + Penalty 2615.024458 = -303068.061236
  nChanged 10
		SP:Iteration 52Q (6259.980000 sec): 3 clusters
  Score: Raw -305688.712319 + Penalty 2615.024458 = -303073.687861
  nChanged 6
		SP:Iteration 53Q (6259.990000 sec): 3 clusters
  Score: Raw -305692.667672 + Penalty 2615.024458 = -303077.643214
  nChanged 6
		SP:Iteration 54Q (6259.990000 sec): 3 clusters
  Score: Raw -305695.583280 + Penalty 2615.024458 = -303080.558822
  nChanged 4
		SP:Iteration 55Q (6260.000000 sec): 3 clusters
  Score: Raw -305697.819193 + Penalty 2615.024458 = -303082.794735
  nChanged 6
		SP:Iteration 56Q (6260.010000 sec): 3 clusters
  Score: Raw -305700.412960 + Penalty 2615.024458 = -303085.388503
  nChanged 6
		SP:Iteration 57Q (6260.010000 sec): 3 clusters
  Score: Raw -305703.810455 + Penalty 2615.024458 = -303088.785997
  nChanged 6
		SP:Iteration 58Q (6260.020000 sec): 3 clusters
  Score: Raw -305707.838577 + Penalty 2615.024458 = -303092.814119
  nChanged 6
		SP:Iteration 59Q (6260.030000 sec): 3 clusters
  Score: Raw -305710.541335 + Penalty 2615.024458 = -303095.516877
  nChanged 6
		SP:Iteration 60F (6260.030000 sec): 3 clusters
  Score: Raw -305713.577751 + Penalty 2615.024458 = -303098.553293
  nChanged 8
		SP:Iteration 61Q (6260.040000 sec): 3 clusters
  Score: Raw -305717.715916 + Penalty 2615.024458 = -303102.691458
  nChanged 10
		SP:Iteration 62Q (6260.050000 sec): 3 clusters
  Score: Raw -305722.815496 + Penalty 2615.024458 = -303107.791038
  nChanged 11
		SP:Iteration 63Q (6260.050000 sec): 3 clusters
  Score: Raw -305728.858728 + Penalty 2615.024458 = -303113.834270
  nChanged 6
		SP:Iteration 64Q (6260.060000 sec): 3 clusters
  Score: Raw -305732.279608 + Penalty 2615.024458 = -303117.255150
  nChanged 6
		SP:Iteration 65Q (6260.070000 sec): 3 clusters
  Score: Raw -305736.042819 + Penalty 2615.024458 = -303121.018361
  nChanged 9
		SP:Iteration 66Q (6260.070000 sec): 3 clusters
  Score: Raw -305744.925906 + Penalty 2615.024458 = -303129.901449
  nChanged 10
		SP:Iteration 67Q (6260.080000 sec): 3 clusters
  Score: Raw -305752.175683 + Penalty 2615.024458 = -303137.151226
  nChanged 10
		SP:Iteration 68Q (6260.090000 sec): 3 clusters
  Score: Raw -305758.666269 + Penalty 2615.024458 = -303143.641811
  nChanged 6
		SP:Iteration 69Q (6260.090000 sec): 3 clusters
  Score: Raw -305761.281854 + Penalty 2615.024458 = -303146.257396
  nChanged 8
		SP:Iteration 70Q (6260.100000 sec): 3 clusters
  Score: Raw -305764.622359 + Penalty 2615.024458 = -303149.597901
  nChanged 5
		SP:Iteration 71Q (6260.110000 sec): 3 clusters
  Score: Raw -305767.175484 + Penalty 2615.024458 = -303152.151026
  nChanged 5
		SP:Iteration 72Q (6260.110000 sec): 3 clusters
  Score: Raw -305768.885306 + Penalty 2615.024458 = -303153.860848
  nChanged 6
		SP:Iteration 73Q (6260.120000 sec): 3 clusters
  Score: Raw -305771.604263 + Penalty 2615.024458 = -303156.579806
  nChanged 6
		SP:Iteration 74Q (6260.130000 sec): 3 clusters
  Score: Raw -305775.866939 + Penalty 2615.024458 = -303160.842481
  nChanged 5
		SP:Iteration 75Q (6260.140000 sec): 3 clusters
  Score: Raw -305778.061499 + Penalty 2615.024458 = -303163.037041
  nChanged 5
		SP:Iteration 76Q (6260.140000 sec): 3 clusters
  Score: Raw -305780.199704 + Penalty 2615.024458 = -303165.175246
  nChanged 4
		SP:Iteration 77Q (6260.150000 sec): 3 clusters
  Score: Raw -305781.718284 + Penalty 2615.024458 = -303166.693827
  nChanged 3
		SP:Iteration 78Q (6260.160000 sec): 3 clusters
  Score: Raw -305782.879483 + Penalty 2615.024458 = -303167.855025
  nChanged 1
		SP:Iteration 79Q (6260.160000 sec): 3 clusters
  Score: Raw -305783.237465 + Penalty 2615.024458 = -303168.213007
  nChanged 0
		SP:Iteration 80F (6260.170000 sec): 3 clusters
  Score: Raw -305783.237465 + Penalty 2615.024458 = -303168.213007
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6260.180000 sec): 2 clusters
  Score: Raw -254086.216123 + Penalty 1284.813925 = -252801.402198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6260.190000 sec): 3 clusters
  Score: Raw -252822.615700 + Penalty 2569.627851 = -250252.987849
  nChanged 1033
		SP:Iteration 1F (6260.190000 sec): 3 clusters
  Score: Raw -253508.277297 + Penalty 2569.627851 = -250938.649447
  nChanged 239
		SP:Iteration 2F (6260.200000 sec): 3 clusters
  Score: Raw -253686.267810 + Penalty 2569.627851 = -251116.639959
  nChanged 158
		SP:Iteration 3F (6260.210000 sec): 3 clusters
  Score: Raw -253805.146345 + Penalty 2569.627851 = -251235.518494
  nChanged 138
		SP:Iteration 4F (6260.220000 sec): 3 clusters
  Score: Raw -253917.607480 + Penalty 2569.627851 = -251347.979630
  nChanged 129
		SP:Iteration 5Q (6260.220000 sec): 3 clusters
  Score: Raw -254029.125045 + Penalty 2569.627851 = -251459.497195
  nChanged 111
		SP:Iteration 6Q (6260.230000 sec): 3 clusters
  Score: Raw -254117.297401 + Penalty 2569.627851 = -251547.669551
  nChanged 84
		SP:Iteration 7Q (6260.240000 sec): 3 clusters
  Score: Raw -254173.317765 + Penalty 2569.627851 = -251603.689914
  nChanged 65
		SP:Iteration 8Q (6260.240000 sec): 3 clusters
  Score: Raw -254215.541941 + Penalty 2569.627851 = -251645.914091
  nChanged 65
		SP:Iteration 9Q (6260.250000 sec): 3 clusters
  Score: Raw -254254.826256 + Penalty 2569.627851 = -251685.198405
  nChanged 46
		SP:Iteration 10Q (6260.260000 sec): 3 clusters
  Score: Raw -254281.436399 + Penalty 2569.627851 = -251711.808549
  nChanged 30
		SP:Iteration 11Q (6260.260000 sec): 3 clusters
  Score: Raw -254299.998564 + Penalty 2569.627851 = -251730.370714
  nChanged 26
		SP:Iteration 12Q (6260.270000 sec): 3 clusters
  Score: Raw -254315.031067 + Penalty 2569.627851 = -251745.403217
  nChanged 26
		SP:Iteration 13Q (6260.280000 sec): 3 clusters
  Score: Raw -254330.584499 + Penalty 2569.627851 = -251760.956649
  nChanged 22
		SP:Iteration 14Q (6260.280000 sec): 3 clusters
  Score: Raw -254341.289997 + Penalty 2569.627851 = -251771.662147
  nChanged 14
		SP:Iteration 15Q (6260.290000 sec): 3 clusters
  Score: Raw -254350.350757 + Penalty 2569.627851 = -251780.722906
  nChanged 9
		SP:Iteration 16Q (6260.300000 sec): 3 clusters
  Score: Raw -254355.574070 + Penalty 2569.627851 = -251785.946219
  nChanged 11
		SP:Iteration 17Q (6260.300000 sec): 3 clusters
  Score: Raw -254361.864482 + Penalty 2569.627851 = -251792.236632
  nChanged 10
		SP:Iteration 18Q (6260.310000 sec): 3 clusters
  Score: Raw -254368.683296 + Penalty 2569.627851 = -251799.055446
  nChanged 11
		SP:Iteration 19Q (6260.320000 sec): 3 clusters
  Score: Raw -254374.612556 + Penalty 2569.627851 = -251804.984706
  nChanged 8
		SP:Iteration 20F (6260.320000 sec): 3 clusters
  Score: Raw -254382.020232 + Penalty 2569.627851 = -251812.392382
  nChanged 17
		SP:Iteration 21Q (6260.330000 sec): 3 clusters
  Score: Raw -254395.000895 + Penalty 2569.627851 = -251825.373045
  nChanged 24
		SP:Iteration 22Q (6260.340000 sec): 3 clusters
  Score: Raw -254408.535244 + Penalty 2569.627851 = -251838.907393
  nChanged 14
		SP:Iteration 23Q (6260.340000 sec): 3 clusters
  Score: Raw -254417.419904 + Penalty 2569.627851 = -251847.792054
  nChanged 15
		SP:Iteration 24Q (6260.350000 sec): 3 clusters
  Score: Raw -254431.356596 + Penalty 2569.627851 = -251861.728746
  nChanged 14
		SP:Iteration 25Q (6260.350000 sec): 3 clusters
  Score: Raw -254439.491349 + Penalty 2569.627851 = -251869.863499
  nChanged 7
		SP:Iteration 26Q (6260.360000 sec): 3 clusters
  Score: Raw -254441.321284 + Penalty 2569.627851 = -251871.693433
  nChanged 2
		SP:Iteration 27Q (6260.370000 sec): 3 clusters
  Score: Raw -254442.151839 + Penalty 2569.627851 = -251872.523989
  nChanged 3
		SP:Iteration 28Q (6260.370000 sec): 3 clusters
  Score: Raw -254443.111575 + Penalty 2569.627851 = -251873.483725
  nChanged 3
		SP:Iteration 29Q (6260.380000 sec): 3 clusters
  Score: Raw -254444.291143 + Penalty 2569.627851 = -251874.663292
  nChanged 3
		SP:Iteration 30Q (6260.390000 sec): 3 clusters
  Score: Raw -254446.015977 + Penalty 2569.627851 = -251876.388126
  nChanged 1
		SP:Iteration 31Q (6260.390000 sec): 3 clusters
  Score: Raw -254446.414847 + Penalty 2569.627851 = -251876.786996
  nChanged 2
		SP:Iteration 32Q (6260.400000 sec): 3 clusters
  Score: Raw -254447.307157 + Penalty 2569.627851 = -251877.679306
  nChanged 1
		SP:Iteration 33Q (6260.410000 sec): 3 clusters
  Score: Raw -254447.440742 + Penalty 2569.627851 = -251877.812891
  nChanged 0
		SP:Iteration 34F (6260.410000 sec): 3 clusters
  Score: Raw -254447.440742 + Penalty 2569.627851 = -251877.812891
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6260.420000 sec): 2 clusters
  Score: Raw -203810.496696 + Penalty 1247.728033 = -202562.768663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6260.430000 sec): 3 clusters
  Score: Raw -202831.627617 + Penalty 2495.456066 = -200336.171551
  nChanged 786
		SP:Iteration 1F (6260.430000 sec): 3 clusters
  Score: Raw -203306.066679 + Penalty 2495.456066 = -200810.610613
  nChanged 182
		SP:Iteration 2F (6260.440000 sec): 3 clusters
  Score: Raw -203454.713480 + Penalty 2495.456066 = -200959.257414
  nChanged 128
		SP:Iteration 3F (6260.450000 sec): 3 clusters
  Score: Raw -203563.774368 + Penalty 2495.456066 = -201068.318302
  nChanged 100
		SP:Iteration 4Q (6260.450000 sec): 3 clusters
  Score: Raw -203668.421131 + Penalty 2495.456066 = -201172.965065
  nChanged 114
		SP:Iteration 5F (6260.460000 sec): 3 clusters
  Score: Raw -203781.267851 + Penalty 2495.456066 = -201285.811785
  nChanged 113
		SP:Iteration 6F (6260.460000 sec): 3 clusters
  Score: Raw -203883.096367 + Penalty 2495.456066 = -201387.640302
  nChanged 91
		SP:Iteration 7Q (6260.470000 sec): 3 clusters
  Score: Raw -203982.304733 + Penalty 2495.456066 = -201486.848667
  nChanged 93
		SP:Iteration 8Q (6260.470000 sec): 3 clusters
  Score: Raw -204101.153655 + Penalty 2495.456066 = -201605.697589
  nChanged 82
		SP:Iteration 9Q (6260.480000 sec): 3 clusters
  Score: Raw -204199.319087 + Penalty 2495.456066 = -201703.863021
  nChanged 69
		SP:Iteration 10Q (6260.480000 sec): 3 clusters
  Score: Raw -204274.749252 + Penalty 2495.456066 = -201779.293186
  nChanged 55
		SP:Iteration 11Q (6260.490000 sec): 3 clusters
  Score: Raw -204323.250709 + Penalty 2495.456066 = -201827.794643
  nChanged 34
		SP:Iteration 12Q (6260.490000 sec): 3 clusters
  Score: Raw -204349.951643 + Penalty 2495.456066 = -201854.495577
  nChanged 26
		SP:Iteration 13Q (6260.500000 sec): 3 clusters
  Score: Raw -204372.427846 + Penalty 2495.456066 = -201876.971780
  nChanged 30
		SP:Iteration 14Q (6260.500000 sec): 3 clusters
  Score: Raw -204395.794643 + Penalty 2495.456066 = -201900.338577
  nChanged 20
		SP:Iteration 15Q (6260.510000 sec): 3 clusters
  Score: Raw -204408.811633 + Penalty 2495.456066 = -201913.355567
  nChanged 19
		SP:Iteration 16Q (6260.510000 sec): 3 clusters
  Score: Raw -204421.674834 + Penalty 2495.456066 = -201926.218768
  nChanged 11
		SP:Iteration 17Q (6260.520000 sec): 3 clusters
  Score: Raw -204426.208313 + Penalty 2495.456066 = -201930.752247
  nChanged 11
		SP:Iteration 18Q (6260.520000 sec): 3 clusters
  Score: Raw -204430.193249 + Penalty 2495.456066 = -201934.737183
  nChanged 1
		SP:Iteration 19Q (6260.530000 sec): 3 clusters
  Score: Raw -204430.526678 + Penalty 2495.456066 = -201935.070613
  nChanged 1
		SP:Iteration 20F (6260.530000 sec): 3 clusters
  Score: Raw -204430.800118 + Penalty 2495.456066 = -201935.344052
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (3901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6260.560000 sec): 2 clusters
  Score: Raw -374917.757682 + Penalty 1343.710584 = -373574.047098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6260.570000 sec): 3 clusters
  Score: Raw -372921.405272 + Penalty 2687.421168 = -370233.984104
  nChanged 1548
		SP:Iteration 1F (6260.580000 sec): 3 clusters
  Score: Raw -373954.361441 + Penalty 2687.421168 = -371266.940273
  nChanged 390
		SP:Iteration 2F (6260.590000 sec): 3 clusters
  Score: Raw -374267.364886 + Penalty 2687.421168 = -371579.943718
  nChanged 286
		SP:Iteration 3F (6260.600000 sec): 3 clusters
  Score: Raw -374503.450778 + Penalty 2687.421168 = -371816.029610
  nChanged 213
		SP:Iteration 4F (6260.610000 sec): 3 clusters
  Score: Raw -374677.419815 + Penalty 2687.421168 = -371989.998647
  nChanged 191
		SP:Iteration 5Q (6260.620000 sec): 3 clusters
  Score: Raw -374821.066678 + Penalty 2687.421168 = -372133.645510
  nChanged 175
		SP:Iteration 6Q (6260.630000 sec): 3 clusters
  Score: Raw -374963.996194 + Penalty 2687.421168 = -372276.575026
  nChanged 151
		SP:Iteration 7Q (6260.640000 sec): 3 clusters
  Score: Raw -375086.634316 + Penalty 2687.421168 = -372399.213148
  nChanged 144
		SP:Iteration 8Q (6260.650000 sec): 3 clusters
  Score: Raw -375204.755496 + Penalty 2687.421168 = -372517.334328
  nChanged 125
		SP:Iteration 9Q (6260.660000 sec): 3 clusters
  Score: Raw -375306.505266 + Penalty 2687.421168 = -372619.084098
  nChanged 113
		SP:Iteration 10Q (6260.670000 sec): 3 clusters
  Score: Raw -375392.726267 + Penalty 2687.421168 = -372705.305099
  nChanged 86
		SP:Iteration 11Q (6260.680000 sec): 3 clusters
  Score: Raw -375461.279144 + Penalty 2687.421168 = -372773.857976
  nChanged 92
		SP:Iteration 12Q (6260.690000 sec): 3 clusters
  Score: Raw -375527.916512 + Penalty 2687.421168 = -372840.495344
  nChanged 72
		SP:Iteration 13Q (6260.700000 sec): 3 clusters
  Score: Raw -375579.350729 + Penalty 2687.421168 = -372891.929561
  nChanged 59
		SP:Iteration 14Q (6260.710000 sec): 3 clusters
  Score: Raw -375618.589759 + Penalty 2687.421168 = -372931.168591
  nChanged 49
		SP:Iteration 15Q (6260.720000 sec): 3 clusters
  Score: Raw -375646.925914 + Penalty 2687.421168 = -372959.504746
  nChanged 45
		SP:Iteration 16Q (6260.730000 sec): 3 clusters
  Score: Raw -375670.614039 + Penalty 2687.421168 = -372983.192871
  nChanged 38
		SP:Iteration 17Q (6260.730000 sec): 3 clusters
  Score: Raw -375686.601269 + Penalty 2687.421168 = -372999.180101
  nChanged 29
		SP:Iteration 18Q (6260.750000 sec): 3 clusters
  Score: Raw -375701.246443 + Penalty 2687.421168 = -373013.825275
  nChanged 20
		SP:Iteration 19Q (6260.750000 sec): 3 clusters
  Score: Raw -375710.945484 + Penalty 2687.421168 = -373023.524315
  nChanged 17
		SP:Iteration 20F (6260.760000 sec): 3 clusters
  Score: Raw -375716.452010 + Penalty 2687.421168 = -373029.030842
  nChanged 6
		SP:Iteration 21Q (6260.770000 sec): 3 clusters
  Score: Raw -375718.072798 + Penalty 2687.421168 = -373030.651630
  nChanged 6
		SP:Iteration 22Q (6260.780000 sec): 3 clusters
  Score: Raw -375719.996283 + Penalty 2687.421168 = -373032.575115
  nChanged 5
		SP:Iteration 23Q (6260.790000 sec): 3 clusters
  Score: Raw -375722.077824 + Penalty 2687.421168 = -373034.656656
  nChanged 8
		SP:Iteration 24Q (6260.800000 sec): 3 clusters
  Score: Raw -375724.132160 + Penalty 2687.421168 = -373036.710991
  nChanged 5
		SP:Iteration 25Q (6260.810000 sec): 3 clusters
  Score: Raw -375726.098084 + Penalty 2687.421168 = -373038.676916
  nChanged 6
		SP:Iteration 26Q (6260.820000 sec): 3 clusters
  Score: Raw -375727.013047 + Penalty 2687.421168 = -373039.591879
  nChanged 2
		SP:Iteration 27Q (6260.830000 sec): 3 clusters
  Score: Raw -375727.622371 + Penalty 2687.421168 = -373040.201203
  nChanged 2
		SP:Iteration 28Q (6260.840000 sec): 3 clusters
  Score: Raw -375728.098643 + Penalty 2687.421168 = -373040.677475
  nChanged 1
		SP:Iteration 29Q (6260.850000 sec): 3 clusters
  Score: Raw -375728.340294 + Penalty 2687.421168 = -373040.919126
  nChanged 1
		SP:Iteration 30Q (6260.850000 sec): 3 clusters
  Score: Raw -375728.430183 + Penalty 2687.421168 = -373041.009015
  nChanged 0
		SP:Iteration 31F (6260.860000 sec): 3 clusters
  Score: Raw -375728.430183 + Penalty 2687.421168 = -373041.009015
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (61136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6261.080000 sec): 2 clusters
  Score: Raw -6277415.646490 + Penalty 1790.889128 = -6275624.757362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6261.250000 sec): 3 clusters
  Score: Raw -6238159.356100 + Penalty 3581.778255 = -6234577.577845
  nChanged 28961
		SP:Iteration 1F (6261.420000 sec): 3 clusters
  Score: Raw -6254523.384898 + Penalty 3581.778255 = -6250941.606643
  nChanged 1862
		SP:Iteration 2Q (6261.590000 sec): 3 clusters
  Score: Raw -6254900.787353 + Penalty 3581.778255 = -6251319.009098
  nChanged 1751
		SP:Iteration 3Q (6261.760000 sec): 3 clusters
  Score: Raw -6255264.130382 + Penalty 3581.778255 = -6251682.352127
  nChanged 1716
		SP:Iteration 4Q (6261.930000 sec): 3 clusters
  Score: Raw -6255652.521054 + Penalty 3581.778255 = -6252070.742799
  nChanged 1758
		SP:Iteration 5Q (6262.110000 sec): 3 clusters
  Score: Raw -6256060.510142 + Penalty 3581.778255 = -6252478.731887
  nChanged 1801
		SP:Iteration 6Q (6262.280000 sec): 3 clusters
  Score: Raw -6256543.979879 + Penalty 3581.778255 = -6252962.201624
  nChanged 1928
		SP:Iteration 7Q (6262.450000 sec): 3 clusters
  Score: Raw -6257148.125212 + Penalty 3581.778255 = -6253566.346957
  nChanged 2137
		SP:Iteration 8Q (6262.620000 sec): 3 clusters
  Score: Raw -6257990.279636 + Penalty 3581.778255 = -6254408.501381
  nChanged 2548
		SP:Iteration 9Q (6262.790000 sec): 3 clusters
  Score: Raw -6259265.210735 + Penalty 3581.778255 = -6255683.432480
  nChanged 3172
		SP:Iteration 10F (6262.960000 sec): 3 clusters
  Score: Raw -6261199.014520 + Penalty 3581.778255 = -6257617.236265
  nChanged 3889
		SP:Iteration 11F (6263.120000 sec): 3 clusters
  Score: Raw -6264081.118003 + Penalty 3581.778255 = -6260499.339747
  nChanged 4158
		SP:Iteration 12F (6263.290000 sec): 3 clusters
  Score: Raw -6267484.582143 + Penalty 3581.778255 = -6263902.803887
  nChanged 3914
		SP:Iteration 13F (6263.450000 sec): 3 clusters
  Score: Raw -6270803.213405 + Penalty 3581.778255 = -6267221.435149
  nChanged 3152
		SP:Iteration 14F (6263.620000 sec): 3 clusters
  Score: Raw -6273452.016683 + Penalty 3581.778255 = -6269870.238428
  nChanged 2191
		SP:Iteration 15Q (6263.770000 sec): 3 clusters
  Score: Raw -6275149.033069 + Penalty 3581.778255 = -6271567.254813
  nChanged 1350
		SP:Iteration 16Q (6263.910000 sec): 3 clusters
  Score: Raw -6276109.192156 + Penalty 3581.778255 = -6272527.413901
  nChanged 905
		SP:Iteration 17Q (6264.040000 sec): 3 clusters
  Score: Raw -6276729.210253 + Penalty 3581.778255 = -6273147.431997
  nChanged 547
		SP:Iteration 18Q (6264.170000 sec): 3 clusters
  Score: Raw -6277087.656982 + Penalty 3581.778255 = -6273505.878727
  nChanged 356
		SP:Iteration 19Q (6264.290000 sec): 3 clusters
  Score: Raw -6277322.805631 + Penalty 3581.778255 = -6273741.027376
  nChanged 207
		SP:Iteration 20F (6264.450000 sec): 3 clusters
  Score: Raw -6277450.087073 + Penalty 3581.778255 = -6273868.308818
  nChanged 128
		SP:Iteration 21Q (6264.570000 sec): 3 clusters
  Score: Raw -6277527.590788 + Penalty 3581.778255 = -6273945.812533
  nChanged 89
		SP:Iteration 22Q (6264.690000 sec): 3 clusters
  Score: Raw -6277580.369251 + Penalty 3581.778255 = -6273998.590996
  nChanged 57
		SP:Iteration 23Q (6264.810000 sec): 3 clusters
  Score: Raw -6277615.865522 + Penalty 3581.778255 = -6274034.087267
  nChanged 33
		SP:Iteration 24Q (6264.920000 sec): 3 clusters
  Score: Raw -6277631.214042 + Penalty 3581.778255 = -6274049.435787
  nChanged 29
		SP:Iteration 25Q (6265.040000 sec): 3 clusters
  Score: Raw -6277644.425048 + Penalty 3581.778255 = -6274062.646792
  nChanged 22
		SP:Iteration 26Q (6265.160000 sec): 3 clusters
  Score: Raw -6277655.571540 + Penalty 3581.778255 = -6274073.793285
  nChanged 13
		SP:Iteration 27Q (6265.270000 sec): 3 clusters
  Score: Raw -6277661.692717 + Penalty 3581.778255 = -6274079.914462
  nChanged 10
		SP:Iteration 28Q (6265.390000 sec): 3 clusters
  Score: Raw -6277666.869488 + Penalty 3581.778255 = -6274085.091233
  nChanged 16
		SP:Iteration 29Q (6265.510000 sec): 3 clusters
  Score: Raw -6277676.380643 + Penalty 3581.778255 = -6274094.602388
  nChanged 9
		SP:Iteration 30Q (6265.630000 sec): 3 clusters
  Score: Raw -6277680.969987 + Penalty 3581.778255 = -6274099.191731
  nChanged 6
		SP:Iteration 31Q (6265.750000 sec): 3 clusters
  Score: Raw -6277683.535107 + Penalty 3581.778255 = -6274101.756852
  nChanged 12
		SP:Iteration 32Q (6265.870000 sec): 3 clusters
  Score: Raw -6277689.884727 + Penalty 3581.778255 = -6274108.106472
  nChanged 8
		SP:Iteration 33Q (6265.980000 sec): 3 clusters
  Score: Raw -6277694.921267 + Penalty 3581.778255 = -6274113.143012
  nChanged 12
		SP:Iteration 34Q (6266.100000 sec): 3 clusters
  Score: Raw -6277701.673362 + Penalty 3581.778255 = -6274119.895107
  nChanged 7
		SP:Iteration 35Q (6266.210000 sec): 3 clusters
  Score: Raw -6277704.721557 + Penalty 3581.778255 = -6274122.943302
  nChanged 1
		SP:Iteration 36Q (6266.330000 sec): 3 clusters
  Score: Raw -6277704.925859 + Penalty 3581.778255 = -6274123.147604
  nChanged 0
		SP:Iteration 37F (6266.490000 sec): 3 clusters
  Score: Raw -6277704.925859 + Penalty 3581.778255 = -6274123.147604
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (2063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6266.540000 sec): 2 clusters
  Score: Raw -185816.353278 + Penalty 1240.186433 = -184576.166844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6266.550000 sec): 3 clusters
  Score: Raw -184909.585339 + Penalty 2480.372867 = -182429.212472
  nChanged 724
		SP:Iteration 1F (6266.550000 sec): 3 clusters
  Score: Raw -185450.867698 + Penalty 2480.372867 = -182970.494831
  nChanged 188
		SP:Iteration 2F (6266.550000 sec): 3 clusters
  Score: Raw -185635.129936 + Penalty 2480.372867 = -183154.757069
  nChanged 135
		SP:Iteration 3F (6266.560000 sec): 3 clusters
  Score: Raw -185768.889853 + Penalty 2480.372867 = -183288.516987
  nChanged 109
		SP:Iteration 4F (6266.570000 sec): 3 clusters
  Score: Raw -185870.988181 + Penalty 2480.372867 = -183390.615314
  nChanged 86
		SP:Iteration 5Q (6266.570000 sec): 3 clusters
  Score: Raw -185956.062152 + Penalty 2480.372867 = -183475.689285
  nChanged 60
		SP:Iteration 6Q (6266.570000 sec): 3 clusters
  Score: Raw -186017.151741 + Penalty 2480.372867 = -183536.778874
  nChanged 58
		SP:Iteration 7Q (6266.580000 sec): 3 clusters
  Score: Raw -186078.156959 + Penalty 2480.372867 = -183597.784092
  nChanged 65
		SP:Iteration 8Q (6266.590000 sec): 3 clusters
  Score: Raw -186140.067959 + Penalty 2480.372867 = -183659.695093
  nChanged 62
		SP:Iteration 9Q (6266.590000 sec): 3 clusters
  Score: Raw -186210.287020 + Penalty 2480.372867 = -183729.914154
  nChanged 46
		SP:Iteration 10Q (6266.590000 sec): 3 clusters
  Score: Raw -186260.147347 + Penalty 2480.372867 = -183779.774480
  nChanged 52
		SP:Iteration 11Q (6266.600000 sec): 3 clusters
  Score: Raw -186330.028994 + Penalty 2480.372867 = -183849.656127
  nChanged 63
		SP:Iteration 12Q (6266.610000 sec): 3 clusters
  Score: Raw -186447.423555 + Penalty 2480.372867 = -183967.050688
  nChanged 63
		SP:Iteration 13Q (6266.610000 sec): 3 clusters
  Score: Raw -186593.254365 + Penalty 2480.372867 = -184112.881498
  nChanged 63
		SP:Iteration 14Q (6266.610000 sec): 3 clusters
  Score: Raw -186690.486154 + Penalty 2480.372867 = -184210.113287
  nChanged 49
		SP:Iteration 15Q (6266.620000 sec): 3 clusters
  Score: Raw -186732.228436 + Penalty 2480.372867 = -184251.855570
  nChanged 29
		SP:Iteration 16Q (6266.620000 sec): 3 clusters
  Score: Raw -186752.996779 + Penalty 2480.372867 = -184272.623912
  nChanged 22
		SP:Iteration 17Q (6266.630000 sec): 3 clusters
  Score: Raw -186774.264420 + Penalty 2480.372867 = -184293.891553
  nChanged 17
		SP:Iteration 18Q (6266.630000 sec): 3 clusters
  Score: Raw -186785.938634 + Penalty 2480.372867 = -184305.565768
  nChanged 13
		SP:Iteration 19Q (6266.640000 sec): 3 clusters
  Score: Raw -186792.490163 + Penalty 2480.372867 = -184312.117296
  nChanged 11
		SP:Iteration 20F (6266.640000 sec): 3 clusters
  Score: Raw -186801.946494 + Penalty 2480.372867 = -184321.573628
  nChanged 16
		SP:Iteration 21Q (6266.650000 sec): 3 clusters
  Score: Raw -186810.568723 + Penalty 2480.372867 = -184330.195856
  nChanged 9
		SP:Iteration 22Q (6266.650000 sec): 3 clusters
  Score: Raw -186816.124633 + Penalty 2480.372867 = -184335.751767
  nChanged 14
		SP:Iteration 23Q (6266.650000 sec): 3 clusters
  Score: Raw -186827.918095 + Penalty 2480.372867 = -184347.545228
  nChanged 20
		SP:Iteration 24Q (6266.660000 sec): 3 clusters
  Score: Raw -186842.425903 + Penalty 2480.372867 = -184362.053036
  nChanged 16
		SP:Iteration 25Q (6266.670000 sec): 3 clusters
  Score: Raw -186856.993821 + Penalty 2480.372867 = -184376.620954
  nChanged 13
		SP:Iteration 26Q (6266.670000 sec): 3 clusters
  Score: Raw -186869.397659 + Penalty 2480.372867 = -184389.024792
  nChanged 16
		SP:Iteration 27Q (6266.670000 sec): 3 clusters
  Score: Raw -186886.736903 + Penalty 2480.372867 = -184406.364037
  nChanged 16
		SP:Iteration 28Q (6266.680000 sec): 3 clusters
  Score: Raw -186902.818274 + Penalty 2480.372867 = -184422.445407
  nChanged 16
		SP:Iteration 29Q (6266.680000 sec): 3 clusters
  Score: Raw -186921.336558 + Penalty 2480.372867 = -184440.963691
  nChanged 17
		SP:Iteration 30Q (6266.690000 sec): 3 clusters
  Score: Raw -186946.616730 + Penalty 2480.372867 = -184466.243863
  nChanged 18
		SP:Iteration 31Q (6266.690000 sec): 3 clusters
  Score: Raw -186969.576289 + Penalty 2480.372867 = -184489.203422
  nChanged 18
		SP:Iteration 32Q (6266.690000 sec): 3 clusters
  Score: Raw -186989.092324 + Penalty 2480.372867 = -184508.719458
  nChanged 14
		SP:Iteration 33Q (6266.700000 sec): 3 clusters
  Score: Raw -187008.439618 + Penalty 2480.372867 = -184528.066751
  nChanged 12
		SP:Iteration 34Q (6266.700000 sec): 3 clusters
  Score: Raw -187020.644089 + Penalty 2480.372867 = -184540.271222
  nChanged 8
		SP:Iteration 35Q (6266.710000 sec): 3 clusters
  Score: Raw -187029.291558 + Penalty 2480.372867 = -184548.918692
  nChanged 6
		SP:Iteration 36Q (6266.710000 sec): 3 clusters
  Score: Raw -187034.505158 + Penalty 2480.372867 = -184554.132291
  nChanged 6
		SP:Iteration 37Q (6266.710000 sec): 3 clusters
  Score: Raw -187037.303586 + Penalty 2480.372867 = -184556.930719
  nChanged 2
		SP:Iteration 38Q (6266.720000 sec): 3 clusters
  Score: Raw -187038.911365 + Penalty 2480.372867 = -184558.538498
  nChanged 2
		SP:Iteration 39Q (6266.720000 sec): 3 clusters
  Score: Raw -187040.170040 + Penalty 2480.372867 = -184559.797174
  nChanged 1
		SP:Iteration 40F (6266.730000 sec): 3 clusters
  Score: Raw -187041.885149 + Penalty 2480.372867 = -184561.512282
  nChanged 3
		SP:Iteration 41Q (6266.730000 sec): 3 clusters
  Score: Raw -187044.624620 + Penalty 2480.372867 = -184564.251753
  nChanged 5
		SP:Iteration 42Q (6266.730000 sec): 3 clusters
  Score: Raw -187048.892652 + Penalty 2480.372867 = -184568.519785
  nChanged 4
		SP:Iteration 43Q (6266.730000 sec): 3 clusters
  Score: Raw -187052.792206 + Penalty 2480.372867 = -184572.419339
  nChanged 7
		SP:Iteration 44Q (6266.740000 sec): 3 clusters
  Score: Raw -187064.720443 + Penalty 2480.372867 = -184584.347576
  nChanged 8
		SP:Iteration 45Q (6266.740000 sec): 3 clusters
  Score: Raw -187076.961942 + Penalty 2480.372867 = -184596.589075
  nChanged 7
		SP:Iteration 46Q (6266.750000 sec): 3 clusters
  Score: Raw -187085.472844 + Penalty 2480.372867 = -184605.099977
  nChanged 10
		SP:Iteration 47Q (6266.750000 sec): 3 clusters
  Score: Raw -187103.390418 + Penalty 2480.372867 = -184623.017551
  nChanged 8
		SP:Iteration 48Q (6266.750000 sec): 3 clusters
  Score: Raw -187126.829276 + Penalty 2480.372867 = -184646.456409
  nChanged 13
		SP:Iteration 49Q (6266.760000 sec): 3 clusters
  Score: Raw -187177.181767 + Penalty 2480.372867 = -184696.808900
  nChanged 11
		SP:Iteration 50Q (6266.760000 sec): 3 clusters
  Score: Raw -187200.803105 + Penalty 2480.372867 = -184720.430238
  nChanged 5
		SP:Iteration 51Q (6266.770000 sec): 3 clusters
  Score: Raw -187206.224163 + Penalty 2480.372867 = -184725.851297
  nChanged 4
		SP:Iteration 52Q (6266.770000 sec): 3 clusters
  Score: Raw -187209.837466 + Penalty 2480.372867 = -184729.464599
  nChanged 2
		SP:Iteration 53Q (6266.770000 sec): 3 clusters
  Score: Raw -187211.020648 + Penalty 2480.372867 = -184730.647782
  nChanged 2
		SP:Iteration 54Q (6266.780000 sec): 3 clusters
  Score: Raw -187212.406368 + Penalty 2480.372867 = -184732.033501
  nChanged 1
		SP:Iteration 55Q (6266.780000 sec): 3 clusters
  Score: Raw -187213.305111 + Penalty 2480.372867 = -184732.932244
  nChanged 1
		SP:Iteration 56Q (6266.790000 sec): 3 clusters
  Score: Raw -187214.924311 + Penalty 2480.372867 = -184734.551445
  nChanged 0
		SP:Iteration 57F (6266.790000 sec): 3 clusters
  Score: Raw -187214.924311 + Penalty 2480.372867 = -184734.551445
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6266.810000 sec): 2 clusters
  Score: Raw -253495.470888 + Penalty 1283.612441 = -252211.858446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6266.810000 sec): 3 clusters
  Score: Raw -252247.032127 + Penalty 2567.224882 = -249679.807245
  nChanged 1023
		SP:Iteration 1F (6266.820000 sec): 3 clusters
  Score: Raw -253006.956240 + Penalty 2567.224882 = -250439.731358
  nChanged 248
		SP:Iteration 2F (6266.830000 sec): 3 clusters
  Score: Raw -253256.324725 + Penalty 2567.224882 = -250689.099842
  nChanged 172
		SP:Iteration 3F (6266.830000 sec): 3 clusters
  Score: Raw -253424.712046 + Penalty 2567.224882 = -250857.487164
  nChanged 158
		SP:Iteration 4F (6266.840000 sec): 3 clusters
  Score: Raw -253580.823365 + Penalty 2567.224882 = -251013.598483
  nChanged 144
		SP:Iteration 5F (6266.850000 sec): 3 clusters
  Score: Raw -253711.358798 + Penalty 2567.224882 = -251144.133916
  nChanged 131
		SP:Iteration 6Q (6266.850000 sec): 3 clusters
  Score: Raw -253833.605592 + Penalty 2567.224882 = -251266.380710
  nChanged 124
		SP:Iteration 7Q (6266.860000 sec): 3 clusters
  Score: Raw -253944.994587 + Penalty 2567.224882 = -251377.769705
  nChanged 98
		SP:Iteration 8Q (6266.870000 sec): 3 clusters
  Score: Raw -254026.191426 + Penalty 2567.224882 = -251458.966544
  nChanged 71
		SP:Iteration 9Q (6266.870000 sec): 3 clusters
  Score: Raw -254086.414656 + Penalty 2567.224882 = -251519.189774
  nChanged 60
		SP:Iteration 10Q (6266.880000 sec): 3 clusters
  Score: Raw -254133.096573 + Penalty 2567.224882 = -251565.871691
  nChanged 49
		SP:Iteration 11Q (6266.890000 sec): 3 clusters
  Score: Raw -254173.075681 + Penalty 2567.224882 = -251605.850799
  nChanged 45
		SP:Iteration 12Q (6266.890000 sec): 3 clusters
  Score: Raw -254212.664419 + Penalty 2567.224882 = -251645.439537
  nChanged 42
		SP:Iteration 13Q (6266.900000 sec): 3 clusters
  Score: Raw -254242.904187 + Penalty 2567.224882 = -251675.679305
  nChanged 34
		SP:Iteration 14Q (6266.910000 sec): 3 clusters
  Score: Raw -254273.479944 + Penalty 2567.224882 = -251706.255062
  nChanged 26
		SP:Iteration 15Q (6266.910000 sec): 3 clusters
  Score: Raw -254292.165241 + Penalty 2567.224882 = -251724.940359
  nChanged 25
		SP:Iteration 16Q (6266.920000 sec): 3 clusters
  Score: Raw -254308.858675 + Penalty 2567.224882 = -251741.633793
  nChanged 14
		SP:Iteration 17Q (6266.930000 sec): 3 clusters
  Score: Raw -254319.592101 + Penalty 2567.224882 = -251752.367219
  nChanged 16
		SP:Iteration 18Q (6266.930000 sec): 3 clusters
  Score: Raw -254333.385827 + Penalty 2567.224882 = -251766.160945
  nChanged 18
		SP:Iteration 19Q (6266.940000 sec): 3 clusters
  Score: Raw -254345.255048 + Penalty 2567.224882 = -251778.030166
  nChanged 11
		SP:Iteration 20F (6266.950000 sec): 3 clusters
  Score: Raw -254352.840538 + Penalty 2567.224882 = -251785.615656
  nChanged 9
		SP:Iteration 21Q (6266.950000 sec): 3 clusters
  Score: Raw -254357.497713 + Penalty 2567.224882 = -251790.272831
  nChanged 9
		SP:Iteration 22Q (6266.960000 sec): 3 clusters
  Score: Raw -254362.141906 + Penalty 2567.224882 = -251794.917024
  nChanged 10
		SP:Iteration 23Q (6266.960000 sec): 3 clusters
  Score: Raw -254367.493605 + Penalty 2567.224882 = -251800.268722
  nChanged 9
		SP:Iteration 24Q (6266.970000 sec): 3 clusters
  Score: Raw -254372.523793 + Penalty 2567.224882 = -251805.298911
  nChanged 5
		SP:Iteration 25Q (6266.980000 sec): 3 clusters
  Score: Raw -254375.486110 + Penalty 2567.224882 = -251808.261228
  nChanged 5
		SP:Iteration 26Q (6266.980000 sec): 3 clusters
  Score: Raw -254377.469126 + Penalty 2567.224882 = -251810.244244
  nChanged 6
		SP:Iteration 27Q (6266.990000 sec): 3 clusters
  Score: Raw -254381.217595 + Penalty 2567.224882 = -251813.992713
  nChanged 7
		SP:Iteration 28Q (6266.990000 sec): 3 clusters
  Score: Raw -254394.377929 + Penalty 2567.224882 = -251827.153047
  nChanged 15
		SP:Iteration 29Q (6267.000000 sec): 3 clusters
  Score: Raw -254417.829558 + Penalty 2567.224882 = -251850.604675
  nChanged 21
		SP:Iteration 30Q (6267.010000 sec): 3 clusters
  Score: Raw -254444.770875 + Penalty 2567.224882 = -251877.545993
  nChanged 28
		SP:Iteration 31Q (6267.010000 sec): 3 clusters
  Score: Raw -254479.036031 + Penalty 2567.224882 = -251911.811149
  nChanged 31
		SP:Iteration 32Q (6267.020000 sec): 3 clusters
  Score: Raw -254509.397571 + Penalty 2567.224882 = -251942.172689
  nChanged 32
		SP:Iteration 33Q (6267.030000 sec): 3 clusters
  Score: Raw -254541.317337 + Penalty 2567.224882 = -251974.092455
  nChanged 20
		SP:Iteration 34Q (6267.030000 sec): 3 clusters
  Score: Raw -254558.296674 + Penalty 2567.224882 = -251991.071792
  nChanged 19
		SP:Iteration 35Q (6267.030000 sec): 3 clusters
  Score: Raw -254575.450340 + Penalty 2567.224882 = -252008.225458
  nChanged 14
		SP:Iteration 36Q (6267.040000 sec): 3 clusters
  Score: Raw -254590.611746 + Penalty 2567.224882 = -252023.386864
  nChanged 13
		SP:Iteration 37Q (6267.050000 sec): 3 clusters
  Score: Raw -254604.451729 + Penalty 2567.224882 = -252037.226847
  nChanged 16
		SP:Iteration 38Q (6267.050000 sec): 3 clusters
  Score: Raw -254622.360588 + Penalty 2567.224882 = -252055.135706
  nChanged 17
		SP:Iteration 39Q (6267.060000 sec): 3 clusters
  Score: Raw -254639.606837 + Penalty 2567.224882 = -252072.381954
  nChanged 13
		SP:Iteration 40F (6267.070000 sec): 3 clusters
  Score: Raw -254647.800584 + Penalty 2567.224882 = -252080.575702
  nChanged 7
		SP:Iteration 41Q (6267.070000 sec): 3 clusters
  Score: Raw -254652.563879 + Penalty 2567.224882 = -252085.338997
  nChanged 4
		SP:Iteration 42Q (6267.080000 sec): 3 clusters
  Score: Raw -254656.406498 + Penalty 2567.224882 = -252089.181616
  nChanged 7
		SP:Iteration 43Q (6267.080000 sec): 3 clusters
  Score: Raw -254660.494319 + Penalty 2567.224882 = -252093.269437
  nChanged 5
		SP:Iteration 44Q (6267.090000 sec): 3 clusters
  Score: Raw -254662.122307 + Penalty 2567.224882 = -252094.897425
  nChanged 0
		SP:Iteration 45F (6267.090000 sec): 3 clusters
  Score: Raw -254662.122307 + Penalty 2567.224882 = -252094.897425
  nChanged 0
Iteration 179Q (6275.940000 sec): 96 clusters
  Score: Raw -92191950.240985 + Penalty 212593.274147 = -91979356.966837
  nChanged 490
Iteration 180F (6356.770000 sec): 96 clusters
  Score: Raw -92192575.819786 + Penalty 212593.274147 = -91979982.545639
  nChanged 816
Iteration 181Q (6365.690000 sec): 96 clusters
  Score: Raw -92193088.719461 + Penalty 212593.274147 = -91980495.445314
  nChanged 737
Iteration 182Q (6374.820000 sec): 96 clusters
  Score: Raw -92193403.899240 + Penalty 212593.274147 = -91980810.625093
  nChanged 607
Iteration 183Q (6383.980000 sec): 96 clusters
  Score: Raw -92193610.532933 + Penalty 212593.274147 = -91981017.258786
  nChanged 486
Iteration 184Q (6393.020000 sec): 96 clusters
  Score: Raw -92193771.179854 + Penalty 212593.274147 = -91981177.905707
  nChanged 480
Iteration 185Q (6401.890000 sec): 96 clusters
  Score: Raw -92193907.808055 + Penalty 212593.274147 = -91981314.533908
  nChanged 419
Iteration 186Q (6410.500000 sec): 96 clusters
  Score: Raw -92194024.605179 + Penalty 212593.274147 = -91981431.331032
  nChanged 379
Iteration 187Q (6419.090000 sec): 96 clusters
  Score: Raw -92194122.178912 + Penalty 212593.274147 = -91981528.904765
  nChanged 312
Iteration 188Q (6427.820000 sec): 96 clusters
  Score: Raw -92194194.233239 + Penalty 212593.274147 = -91981600.959092
  nChanged 289
Iteration 189Q (6436.580000 sec): 96 clusters
  Score: Raw -92194257.439440 + Penalty 212593.274147 = -91981664.165293
  nChanged 261
Iteration 190Q (6445.180000 sec): 96 clusters
  Score: Raw -92194317.833658 + Penalty 212593.274147 = -91981724.559511
  nChanged 247
Iteration 191Q (6453.730000 sec): 96 clusters
  Score: Raw -92194362.142972 + Penalty 212593.274147 = -91981768.868825
  nChanged 234
Iteration 192Q (6462.290000 sec): 96 clusters
  Score: Raw -92194403.272612 + Penalty 212593.274147 = -91981809.998465
  nChanged 252
Iteration 193Q (6470.840000 sec): 96 clusters
  Score: Raw -92194446.862372 + Penalty 212593.274147 = -91981853.588225
  nChanged 239
Iteration 194Q (6479.360000 sec): 96 clusters
  Score: Raw -92194487.112591 + Penalty 212593.274147 = -91981893.838444
  nChanged 228
Iteration 195Q (6487.910000 sec): 96 clusters
  Score: Raw -92194528.826796 + Penalty 212593.274147 = -91981935.552649
  nChanged 239
Iteration 196Q (6496.460000 sec): 96 clusters
  Score: Raw -92194574.201491 + Penalty 212593.274147 = -91981980.927344
  nChanged 251
Iteration 197Q (6505.020000 sec): 96 clusters
  Score: Raw -92194623.795677 + Penalty 212593.274147 = -91982030.521530
  nChanged 251
Iteration 198Q (6513.470000 sec): 96 clusters
  Score: Raw -92194666.672778 + Penalty 212593.274147 = -91982073.398630
  nChanged 262
Iteration 199Q (6521.910000 sec): 96 clusters
  Score: Raw -92194712.559865 + Penalty 212593.274147 = -91982119.285718
  nChanged 254
Iteration 200F (6602.690000 sec): 96 clusters
  Score: Raw -92194769.522399 + Penalty 212593.274147 = -91982176.248251
  nChanged 269
Iteration 201Q (6611.280000 sec): 96 clusters
  Score: Raw -92194832.149875 + Penalty 212593.274147 = -91982238.875728
  nChanged 279
Iteration 202Q (6619.850000 sec): 96 clusters
  Score: Raw -92194893.643192 + Penalty 212593.274147 = -91982300.369045
  nChanged 281
Iteration 203Q (6628.540000 sec): 96 clusters
  Score: Raw -92194957.485489 + Penalty 212593.274147 = -91982364.211342
  nChanged 270
Iteration 204Q (6637.280000 sec): 96 clusters
  Score: Raw -92195019.409753 + Penalty 212593.274147 = -91982426.135606
  nChanged 242
Iteration 205Q (6645.980000 sec): 96 clusters
  Score: Raw -92195065.877795 + Penalty 212593.274147 = -91982472.603647
  nChanged 216
Iteration 206Q (6654.780000 sec): 96 clusters
  Score: Raw -92195106.654136 + Penalty 212593.274147 = -91982513.379989
  nChanged 196
Iteration 207Q (6663.570000 sec): 96 clusters
  Score: Raw -92195138.160465 + Penalty 212593.274147 = -91982544.886318
  nChanged 155
Iteration 208Q (6672.340000 sec): 96 clusters
  Score: Raw -92195163.920938 + Penalty 212593.274147 = -91982570.646791
  nChanged 147
Iteration 209Q (6680.950000 sec): 96 clusters
  Score: Raw -92195185.378456 + Penalty 212593.274147 = -91982592.104309
  nChanged 128
Iteration 210Q (6689.640000 sec): 96 clusters
  Score: Raw -92195201.993169 + Penalty 212593.274147 = -91982608.719022
  nChanged 112
Iteration 211Q (6698.030000 sec): 96 clusters
  Score: Raw -92195216.241225 + Penalty 212593.274147 = -91982622.967078
  nChanged 90
Iteration 212Q (6706.460000 sec): 96 clusters
  Score: Raw -92195230.292141 + Penalty 212593.274147 = -91982637.017994
  nChanged 91
Iteration 213Q (6714.840000 sec): 96 clusters
  Score: Raw -92195242.739867 + Penalty 212593.274147 = -91982649.465720
  nChanged 82
Iteration 214Q (6723.330000 sec): 96 clusters
  Score: Raw -92195253.198156 + Penalty 212593.274147 = -91982659.924008
  nChanged 65
Iteration 215Q (6731.890000 sec): 96 clusters
  Score: Raw -92195261.705972 + Penalty 212593.274147 = -91982668.431825
  nChanged 59
Iteration 216Q (6740.290000 sec): 96 clusters
  Score: Raw -92195271.152809 + Penalty 212593.274147 = -91982677.878662
  nChanged 61
Iteration 217Q (6748.780000 sec): 96 clusters
  Score: Raw -92195279.016997 + Penalty 212593.274147 = -91982685.742850
  nChanged 44
Iteration 218Q (6757.230000 sec): 96 clusters
  Score: Raw -92195283.854135 + Penalty 212593.274147 = -91982690.579987
  nChanged 37
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92195283.854135 + Penalty 212593.274147 = -91982690.579987
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.460000 sec): 2 clusters
  Score: Raw -2040919.945493 + Penalty 1609.730575 = -2039310.214918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.510000 sec): 3 clusters
  Score: Raw -2028750.428470 + Penalty 3219.461150 = -2025530.967320
  nChanged 9082
		SP:Iteration 1F (6757.570000 sec): 3 clusters
  Score: Raw -2033814.524642 + Penalty 3219.461150 = -2030595.063493
  nChanged 1151
		SP:Iteration 2F (6757.620000 sec): 3 clusters
  Score: Raw -2034369.915425 + Penalty 3219.461150 = -2031150.454276
  nChanged 1240
		SP:Iteration 3F (6757.670000 sec): 3 clusters
  Score: Raw -2035179.786670 + Penalty 3219.461150 = -2031960.325520
  nChanged 1412
		SP:Iteration 4F (6757.730000 sec): 3 clusters
  Score: Raw -2036282.974177 + Penalty 3219.461150 = -2033063.513027
  nChanged 1476
		SP:Iteration 5F (6757.780000 sec): 3 clusters
  Score: Raw -2037546.597891 + Penalty 3219.461150 = -2034327.136741
  nChanged 1298
		SP:Iteration 6F (6757.830000 sec): 3 clusters
  Score: Raw -2038623.242426 + Penalty 3219.461150 = -2035403.781276
  nChanged 974
		SP:Iteration 7Q (6757.890000 sec): 3 clusters
  Score: Raw -2039484.531755 + Penalty 3219.461150 = -2036265.070605
  nChanged 725
		SP:Iteration 8Q (6757.940000 sec): 3 clusters
  Score: Raw -2040084.857406 + Penalty 3219.461150 = -2036865.396257
  nChanged 501
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -2040431.881815 + Penalty 3219.461150 = -2037212.420665
  nChanged 372
		SP:Iteration 10Q (6758.040000 sec): 3 clusters
  Score: Raw -2040652.055697 + Penalty 3219.461150 = -2037432.594548
  nChanged 292
		SP:Iteration 11Q (6758.090000 sec): 3 clusters
  Score: Raw -2040797.262411 + Penalty 3219.461150 = -2037577.801261
  nChanged 211
		SP:Iteration 12Q (6758.130000 sec): 3 clusters
  Score: Raw -2040885.497958 + Penalty 3219.461150 = -2037666.036809
  nChanged 190
		SP:Iteration 13Q (6758.170000 sec): 3 clusters
  Score: Raw -2040955.671882 + Penalty 3219.461150 = -2037736.210732
  nChanged 156
		SP:Iteration 14Q (6758.220000 sec): 3 clusters
  Score: Raw -2041013.333352 + Penalty 3219.461150 = -2037793.872203
  nChanged 145
		SP:Iteration 15Q (6758.270000 sec): 3 clusters
  Score: Raw -2041064.742680 + Penalty 3219.461150 = -2037845.281530
  nChanged 129
		SP:Iteration 16Q (6758.310000 sec): 3 clusters
  Score: Raw -2041107.920472 + Penalty 3219.461150 = -2037888.459322
  nChanged 118
		SP:Iteration 17Q (6758.350000 sec): 3 clusters
  Score: Raw -2041142.677399 + Penalty 3219.461150 = -2037923.216249
  nChanged 110
		SP:Iteration 18Q (6758.400000 sec): 3 clusters
  Score: Raw -2041172.627351 + Penalty 3219.461150 = -2037953.166201
  nChanged 100
		SP:Iteration 19Q (6758.440000 sec): 3 clusters
  Score: Raw -2041199.089573 + Penalty 3219.461150 = -2037979.628423
  nChanged 83
		SP:Iteration 20F (6758.500000 sec): 3 clusters
  Score: Raw -2041223.872617 + Penalty 3219.461150 = -2038004.411467
  nChanged 90
		SP:Iteration 21Q (6758.540000 sec): 3 clusters
  Score: Raw -2041250.606559 + Penalty 3219.461150 = -2038031.145410
  nChanged 95
		SP:Iteration 22Q (6758.590000 sec): 3 clusters
  Score: Raw -2041275.850104 + Penalty 3219.461150 = -2038056.388954
  nChanged 72
		SP:Iteration 23Q (6758.630000 sec): 3 clusters
  Score: Raw -2041294.081516 + Penalty 3219.461150 = -2038074.620367
  nChanged 77
		SP:Iteration 24Q (6758.680000 sec): 3 clusters
  Score: Raw -2041313.752202 + Penalty 3219.461150 = -2038094.291053
  nChanged 81
		SP:Iteration 25Q (6758.720000 sec): 3 clusters
  Score: Raw -2041337.487702 + Penalty 3219.461150 = -2038118.026552
  nChanged 64
		SP:Iteration 26Q (6758.760000 sec): 3 clusters
  Score: Raw -2041353.850918 + Penalty 3219.461150 = -2038134.389769
  nChanged 65
		SP:Iteration 27Q (6758.810000 sec): 3 clusters
  Score: Raw -2041367.965861 + Penalty 3219.461150 = -2038148.504712
  nChanged 46
		SP:Iteration 28Q (6758.850000 sec): 3 clusters
  Score: Raw -2041379.997577 + Penalty 3219.461150 = -2038160.536427
  nChanged 37
		SP:Iteration 29Q (6758.890000 sec): 3 clusters
  Score: Raw -2041389.947257 + Penalty 3219.461150 = -2038170.486107
  nChanged 39
		SP:Iteration 30Q (6758.940000 sec): 3 clusters
  Score: Raw -2041398.735602 + Penalty 3219.461150 = -2038179.274453
  nChanged 36
		SP:Iteration 31Q (6758.980000 sec): 3 clusters
  Score: Raw -2041407.531419 + Penalty 3219.461150 = -2038188.070269
  nChanged 39
		SP:Iteration 32Q (6759.020000 sec): 3 clusters
  Score: Raw -2041415.481498 + Penalty 3219.461150 = -2038196.020349
  nChanged 36
		SP:Iteration 33Q (6759.070000 sec): 3 clusters
  Score: Raw -2041423.700260 + Penalty 3219.461150 = -2038204.239110
  nChanged 35
		SP:Iteration 34Q (6759.110000 sec): 3 clusters
  Score: Raw -2041431.656383 + Penalty 3219.461150 = -2038212.195234
  nChanged 32
		SP:Iteration 35Q (6759.150000 sec): 3 clusters
  Score: Raw -2041438.826206 + Penalty 3219.461150 = -2038219.365056
  nChanged 25
		SP:Iteration 36Q (6759.190000 sec): 3 clusters
  Score: Raw -2041444.019424 + Penalty 3219.461150 = -2038224.558274
  nChanged 25
		SP:Iteration 37Q (6759.230000 sec): 3 clusters
  Score: Raw -2041450.335301 + Penalty 3219.461150 = -2038230.874151
  nChanged 24
		SP:Iteration 38Q (6759.280000 sec): 3 clusters
  Score: Raw -2041454.683854 + Penalty 3219.461150 = -2038235.222704
  nChanged 22
		SP:Iteration 39Q (6759.320000 sec): 3 clusters
  Score: Raw -2041460.806164 + Penalty 3219.461150 = -2038241.345015
  nChanged 29
		SP:Iteration 40F (6759.370000 sec): 3 clusters
  Score: Raw -2041470.324681 + Penalty 3219.461150 = -2038250.863531
  nChanged 34
		SP:Iteration 41Q (6759.420000 sec): 3 clusters
  Score: Raw -2041481.346632 + Penalty 3219.461150 = -2038261.885482
  nChanged 29
		SP:Iteration 42Q (6759.460000 sec): 3 clusters
  Score: Raw -2041488.535842 + Penalty 3219.461150 = -2038269.074692
  nChanged 34
		SP:Iteration 43Q (6759.500000 sec): 3 clusters
  Score: Raw -2041496.731412 + Penalty 3219.461150 = -2038277.270263
  nChanged 25
		SP:Iteration 44Q (6759.550000 sec): 3 clusters
  Score: Raw -2041502.713911 + Penalty 3219.461150 = -2038283.252761
  nChanged 30
		SP:Iteration 45Q (6759.590000 sec): 3 clusters
  Score: Raw -2041509.937384 + Penalty 3219.461150 = -2038290.476234
  nChanged 29
		SP:Iteration 46Q (6759.630000 sec): 3 clusters
  Score: Raw -2041517.598979 + Penalty 3219.461150 = -2038298.137829
  nChanged 19
		SP:Iteration 47Q (6759.670000 sec): 3 clusters
  Score: Raw -2041523.016382 + Penalty 3219.461150 = -2038303.555232
  nChanged 21
		SP:Iteration 48Q (6759.710000 sec): 3 clusters
  Score: Raw -2041529.535672 + Penalty 3219.461150 = -2038310.074522
  nChanged 17
		SP:Iteration 49Q (6759.750000 sec): 3 clusters
  Score: Raw -2041534.880677 + Penalty 3219.461150 = -2038315.419528
  nChanged 18
		SP:Iteration 50Q (6759.800000 sec): 3 clusters
  Score: Raw -2041539.744069 + Penalty 3219.461150 = -2038320.282919
  nChanged 14
		SP:Iteration 51Q (6759.840000 sec): 3 clusters
  Score: Raw -2041542.021064 + Penalty 3219.461150 = -2038322.559914
  nChanged 10
		SP:Iteration 52Q (6759.880000 sec): 3 clusters
  Score: Raw -2041543.652036 + Penalty 3219.461150 = -2038324.190886
  nChanged 5
		SP:Iteration 53Q (6759.920000 sec): 3 clusters
  Score: Raw -2041545.045902 + Penalty 3219.461150 = -2038325.584752
  nChanged 6
		SP:Iteration 54Q (6759.960000 sec): 3 clusters
  Score: Raw -2041546.500242 + Penalty 3219.461150 = -2038327.039092
  nChanged 10
		SP:Iteration 55Q (6760.000000 sec): 3 clusters
  Score: Raw -2041549.052659 + Penalty 3219.461150 = -2038329.591510
  nChanged 10
		SP:Iteration 56Q (6760.040000 sec): 3 clusters
  Score: Raw -2041551.294941 + Penalty 3219.461150 = -2038331.833791
  nChanged 8
		SP:Iteration 57Q (6760.080000 sec): 3 clusters
  Score: Raw -2041553.128596 + Penalty 3219.461150 = -2038333.667446
  nChanged 6
		SP:Iteration 58Q (6760.120000 sec): 3 clusters
  Score: Raw -2041554.277037 + Penalty 3219.461150 = -2038334.815888
  nChanged 2
		SP:Iteration 59Q (6760.170000 sec): 3 clusters
  Score: Raw -2041554.651624 + Penalty 3219.461150 = -2038335.190474
  nChanged 1
		SP:Iteration 60F (6760.220000 sec): 3 clusters
  Score: Raw -2041554.748958 + Penalty 3219.461150 = -2038335.287808
  nChanged 2
		SP:Iteration 61Q (6760.260000 sec): 3 clusters
  Score: Raw -2041555.205532 + Penalty 3219.461150 = -2038335.744383
  nChanged 3
		SP:Iteration 62Q (6760.300000 sec): 3 clusters
  Score: Raw -2041555.729093 + Penalty 3219.461150 = -2038336.267944
  nChanged 4
		SP:Iteration 63Q (6760.340000 sec): 3 clusters
  Score: Raw -2041556.409467 + Penalty 3219.461150 = -2038336.948317
  nChanged 5
		SP:Iteration 64Q (6760.390000 sec): 3 clusters
  Score: Raw -2041557.509036 + Penalty 3219.461150 = -2038338.047887
  nChanged 9
		SP:Iteration 65Q (6760.430000 sec): 3 clusters
  Score: Raw -2041559.371722 + Penalty 3219.461150 = -2038339.910572
  nChanged 8
		SP:Iteration 66Q (6760.470000 sec): 3 clusters
  Score: Raw -2041561.380898 + Penalty 3219.461150 = -2038341.919748
  nChanged 6
		SP:Iteration 67Q (6760.510000 sec): 3 clusters
  Score: Raw -2041562.768818 + Penalty 3219.461150 = -2038343.307669
  nChanged 5
		SP:Iteration 68Q (6760.550000 sec): 3 clusters
  Score: Raw -2041563.617319 + Penalty 3219.461150 = -2038344.156169
  nChanged 1
		SP:Iteration 69Q (6760.590000 sec): 3 clusters
  Score: Raw -2041563.876146 + Penalty 3219.461150 = -2038344.414996
  nChanged 1
		SP:Iteration 70Q (6760.630000 sec): 3 clusters
  Score: Raw -2041564.078287 + Penalty 3219.461150 = -2038344.617138
  nChanged 1
		SP:Iteration 71Q (6760.680000 sec): 3 clusters
  Score: Raw -2041564.498197 + Penalty 3219.461150 = -2038345.037047
  nChanged 2
		SP:Iteration 72Q (6760.720000 sec): 3 clusters
  Score: Raw -2041565.142245 + Penalty 3219.461150 = -2038345.681095
  nChanged 3
		SP:Iteration 73Q (6760.760000 sec): 3 clusters
  Score: Raw -2041565.896354 + Penalty 3219.461150 = -2038346.435204
  nChanged 1
		SP:Iteration 74Q (6760.800000 sec): 3 clusters
  Score: Raw -2041566.166864 + Penalty 3219.461150 = -2038346.705714
  nChanged 2
		SP:Iteration 75Q (6760.850000 sec): 3 clusters
  Score: Raw -2041566.985217 + Penalty 3219.461150 = -2038347.524067
  nChanged 3
		SP:Iteration 76Q (6760.890000 sec): 3 clusters
  Score: Raw -2041567.768650 + Penalty 3219.461150 = -2038348.307501
  nChanged 1
		SP:Iteration 77Q (6760.930000 sec): 3 clusters
  Score: Raw -2041567.935150 + Penalty 3219.461150 = -2038348.474001
  nChanged 2
		SP:Iteration 78Q (6760.970000 sec): 3 clusters
  Score: Raw -2041568.322480 + Penalty 3219.461150 = -2038348.861331
  nChanged 1
		SP:Iteration 79Q (6761.020000 sec): 3 clusters
  Score: Raw -2041568.617539 + Penalty 3219.461150 = -2038349.156389
  nChanged 0
		SP:Iteration 80F (6761.070000 sec): 3 clusters
  Score: Raw -2041568.617539 + Penalty 3219.461150 = -2038349.156389
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6761.090000 sec): 2 clusters
  Score: Raw -21563.974861 + Penalty 895.275605 = -20668.699257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6761.090000 sec): 3 clusters
  Score: Raw -21694.677767 + Penalty 1790.551209 = -19904.126558
  nChanged 39
		SP:Iteration 1F (6761.090000 sec): 3 clusters
  Score: Raw -21789.531030 + Penalty 1790.551209 = -19998.979821
  nChanged 12
		SP:Iteration 2Q (6761.090000 sec): 3 clusters
  Score: Raw -21819.578690 + Penalty 1790.551209 = -20029.027481
  nChanged 7
		SP:Iteration 3Q (6761.090000 sec): 3 clusters
  Score: Raw -21856.948485 + Penalty 1790.551209 = -20066.397276
  nChanged 6
		SP:Iteration 4Q (6761.090000 sec): 3 clusters
  Score: Raw -21884.136541 + Penalty 1790.551209 = -20093.585331
  nChanged 3
		SP:Iteration 5Q (6761.090000 sec): 3 clusters
  Score: Raw -21892.934431 + Penalty 1790.551209 = -20102.383222
  nChanged 4
		SP:Iteration 6Q (6761.090000 sec): 3 clusters
  Score: Raw -21927.754621 + Penalty 1790.551209 = -20137.203412
  nChanged 5
		SP:Iteration 7Q (6761.090000 sec): 3 clusters
  Score: Raw -21952.645464 + Penalty 1790.551209 = -20162.094254
  nChanged 3
		SP:Iteration 8Q (6761.090000 sec): 3 clusters
  Score: Raw -21980.630693 + Penalty 1790.551209 = -20190.079483
  nChanged 4
		SP:Iteration 9Q (6761.090000 sec): 3 clusters
  Score: Raw -21991.330033 + Penalty 1790.551209 = -20200.778823
  nChanged 2
		SP:Iteration 10Q (6761.090000 sec): 3 clusters
  Score: Raw -22019.993287 + Penalty 1790.551209 = -20229.442077
  nChanged 3
		SP:Iteration 11Q (6761.090000 sec): 3 clusters
  Score: Raw -22032.316648 + Penalty 1790.551209 = -20241.765438
  nChanged 5
		SP:Iteration 12Q (6761.100000 sec): 3 clusters
  Score: Raw -22058.148768 + Penalty 1790.551209 = -20267.597558
  nChanged 2
		SP:Iteration 13Q (6761.100000 sec): 3 clusters
  Score: Raw -22067.238617 + Penalty 1790.551209 = -20276.687408
  nChanged 1
		SP:Iteration 14Q (6761.100000 sec): 3 clusters
  Score: Raw -22070.250254 + Penalty 1790.551209 = -20279.699044
  nChanged 0
		SP:Iteration 15F (6761.100000 sec): 3 clusters
  Score: Raw -22070.250254 + Penalty 1790.551209 = -20279.699044
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6761.240000 sec): 2 clusters
  Score: Raw -4133748.652847 + Penalty 1721.187594 = -4132027.465253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6761.350000 sec): 3 clusters
  Score: Raw -4108670.226838 + Penalty 3442.375187 = -4105227.851650
  nChanged 18675
		SP:Iteration 1F (6761.460000 sec): 3 clusters
  Score: Raw -4119457.768513 + Penalty 3442.375187 = -4116015.393325
  nChanged 1914
		SP:Iteration 2Q (6761.570000 sec): 3 clusters
  Score: Raw -4120201.928521 + Penalty 3442.375187 = -4116759.553334
  nChanged 2183
		SP:Iteration 3F (6761.680000 sec): 3 clusters
  Score: Raw -4121334.009997 + Penalty 3442.375187 = -4117891.634809
  nChanged 2793
		SP:Iteration 4F (6761.790000 sec): 3 clusters
  Score: Raw -4123233.121182 + Penalty 3442.375187 = -4119790.745995
  nChanged 3326
		SP:Iteration 5F (6761.900000 sec): 3 clusters
  Score: Raw -4125994.732607 + Penalty 3442.375187 = -4122552.357419
  nChanged 3214
		SP:Iteration 6F (6762.000000 sec): 3 clusters
  Score: Raw -4128957.285474 + Penalty 3442.375187 = -4125514.910287
  nChanged 2484
		SP:Iteration 7F (6762.110000 sec): 3 clusters
  Score: Raw -4131305.040610 + Penalty 3442.375187 = -4127862.665423
  nChanged 1485
		SP:Iteration 8Q (6762.220000 sec): 3 clusters
  Score: Raw -4132675.787342 + Penalty 3442.375187 = -4129233.412154
  nChanged 777
		SP:Iteration 9Q (6762.320000 sec): 3 clusters
  Score: Raw -4133392.249610 + Penalty 3442.375187 = -4129949.874422
  nChanged 354
		SP:Iteration 10Q (6762.400000 sec): 3 clusters
  Score: Raw -4133717.760980 + Penalty 3442.375187 = -4130275.385792
  nChanged 166
		SP:Iteration 11Q (6762.490000 sec): 3 clusters
  Score: Raw -4133868.899687 + Penalty 3442.375187 = -4130426.524499
  nChanged 93
		SP:Iteration 12Q (6762.560000 sec): 3 clusters
  Score: Raw -4133949.446027 + Penalty 3442.375187 = -4130507.070840
  nChanged 63
		SP:Iteration 13Q (6762.640000 sec): 3 clusters
  Score: Raw -4134008.460671 + Penalty 3442.375187 = -4130566.085484
  nChanged 37
		SP:Iteration 14Q (6762.720000 sec): 3 clusters
  Score: Raw -4134041.331711 + Penalty 3442.375187 = -4130598.956523
  nChanged 21
		SP:Iteration 15Q (6762.800000 sec): 3 clusters
  Score: Raw -4134063.423358 + Penalty 3442.375187 = -4130621.048170
  nChanged 23
		SP:Iteration 16Q (6762.870000 sec): 3 clusters
  Score: Raw -4134079.015164 + Penalty 3442.375187 = -4130636.639977
  nChanged 17
		SP:Iteration 17Q (6762.950000 sec): 3 clusters
  Score: Raw -4134093.338095 + Penalty 3442.375187 = -4130650.962908
  nChanged 9
		SP:Iteration 18Q (6763.020000 sec): 3 clusters
  Score: Raw -4134099.927348 + Penalty 3442.375187 = -4130657.552161
  nChanged 7
		SP:Iteration 19Q (6763.100000 sec): 3 clusters
  Score: Raw -4134106.490967 + Penalty 3442.375187 = -4130664.115779
  nChanged 7
		SP:Iteration 20F (6763.220000 sec): 3 clusters
  Score: Raw -4134117.017222 + Penalty 3442.375187 = -4130674.642035
  nChanged 5
		SP:Iteration 21Q (6763.290000 sec): 3 clusters
  Score: Raw -4134121.457291 + Penalty 3442.375187 = -4130679.082104
  nChanged 1
		SP:Iteration 22Q (6763.370000 sec): 3 clusters
  Score: Raw -4134122.630536 + Penalty 3442.375187 = -4130680.255349
  nChanged 1
		SP:Iteration 23Q (6763.440000 sec): 3 clusters
  Score: Raw -4134123.259667 + Penalty 3442.375187 = -4130680.884479
  nChanged 3
		SP:Iteration 24Q (6763.520000 sec): 3 clusters
  Score: Raw -4134125.303813 + Penalty 3442.375187 = -4130682.928626
  nChanged 0
		SP:Iteration 25F (6763.630000 sec): 3 clusters
  Score: Raw -4134125.303813 + Penalty 3442.375187 = -4130682.928626
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6763.690000 sec): 2 clusters
  Score: Raw -1221145.147882 + Penalty 1524.126323 = -1219621.021560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6763.720000 sec): 3 clusters
  Score: Raw -1214363.201454 + Penalty 3048.252645 = -1211314.948808
  nChanged 5212
		SP:Iteration 1F (6763.750000 sec): 3 clusters
  Score: Raw -1217265.002622 + Penalty 3048.252645 = -1214216.749976
  nChanged 798
		SP:Iteration 2F (6763.780000 sec): 3 clusters
  Score: Raw -1217674.878252 + Penalty 3048.252645 = -1214626.625607
  nChanged 711
		SP:Iteration 3F (6763.810000 sec): 3 clusters
  Score: Raw -1218043.976152 + Penalty 3048.252645 = -1214995.723507
  nChanged 604
		SP:Iteration 4F (6763.840000 sec): 3 clusters
  Score: Raw -1218380.353170 + Penalty 3048.252645 = -1215332.100524
  nChanged 569
		SP:Iteration 5Q (6763.870000 sec): 3 clusters
  Score: Raw -1218722.505887 + Penalty 3048.252645 = -1215674.253242
  nChanged 553
		SP:Iteration 6Q (6763.900000 sec): 3 clusters
  Score: Raw -1219060.692330 + Penalty 3048.252645 = -1216012.439685
  nChanged 526
		SP:Iteration 7Q (6763.930000 sec): 3 clusters
  Score: Raw -1219412.653707 + Penalty 3048.252645 = -1216364.401062
  nChanged 502
		SP:Iteration 8Q (6763.960000 sec): 3 clusters
  Score: Raw -1219756.034541 + Penalty 3048.252645 = -1216707.781896
  nChanged 408
		SP:Iteration 9Q (6763.990000 sec): 3 clusters
  Score: Raw -1220039.421573 + Penalty 3048.252645 = -1216991.168927
  nChanged 350
		SP:Iteration 10Q (6764.020000 sec): 3 clusters
  Score: Raw -1220292.669096 + Penalty 3048.252645 = -1217244.416451
  nChanged 277
		SP:Iteration 11Q (6764.050000 sec): 3 clusters
  Score: Raw -1220476.406200 + Penalty 3048.252645 = -1217428.153555
  nChanged 219
		SP:Iteration 12Q (6764.080000 sec): 3 clusters
  Score: Raw -1220611.127543 + Penalty 3048.252645 = -1217562.874898
  nChanged 185
		SP:Iteration 13Q (6764.100000 sec): 3 clusters
  Score: Raw -1220715.339199 + Penalty 3048.252645 = -1217667.086554
  nChanged 166
		SP:Iteration 14Q (6764.130000 sec): 3 clusters
  Score: Raw -1220806.605107 + Penalty 3048.252645 = -1217758.352462
  nChanged 146
		SP:Iteration 15Q (6764.160000 sec): 3 clusters
  Score: Raw -1220888.622466 + Penalty 3048.252645 = -1217840.369821
  nChanged 111
		SP:Iteration 16Q (6764.180000 sec): 3 clusters
  Score: Raw -1220946.036324 + Penalty 3048.252645 = -1217897.783679
  nChanged 93
		SP:Iteration 17Q (6764.200000 sec): 3 clusters
  Score: Raw -1220993.766585 + Penalty 3048.252645 = -1217945.513940
  nChanged 76
		SP:Iteration 18Q (6764.230000 sec): 3 clusters
  Score: Raw -1221031.081393 + Penalty 3048.252645 = -1217982.828748
  nChanged 58
		SP:Iteration 19Q (6764.250000 sec): 3 clusters
  Score: Raw -1221057.038141 + Penalty 3048.252645 = -1218008.785496
  nChanged 54
		SP:Iteration 20F (6764.280000 sec): 3 clusters
  Score: Raw -1221084.855672 + Penalty 3048.252645 = -1218036.603027
  nChanged 51
		SP:Iteration 21Q (6764.300000 sec): 3 clusters
  Score: Raw -1221111.578809 + Penalty 3048.252645 = -1218063.326164
  nChanged 44
		SP:Iteration 22Q (6764.330000 sec): 3 clusters
  Score: Raw -1221133.775130 + Penalty 3048.252645 = -1218085.522485
  nChanged 41
		SP:Iteration 23Q (6764.350000 sec): 3 clusters
  Score: Raw -1221151.206502 + Penalty 3048.252645 = -1218102.953857
  nChanged 34
		SP:Iteration 24Q (6764.380000 sec): 3 clusters
  Score: Raw -1221168.066167 + Penalty 3048.252645 = -1218119.813522
  nChanged 31
		SP:Iteration 25Q (6764.400000 sec): 3 clusters
  Score: Raw -1221185.878471 + Penalty 3048.252645 = -1218137.625826
  nChanged 24
		SP:Iteration 26Q (6764.420000 sec): 3 clusters
  Score: Raw -1221197.333495 + Penalty 3048.252645 = -1218149.080850
  nChanged 19
		SP:Iteration 27Q (6764.440000 sec): 3 clusters
  Score: Raw -1221203.877332 + Penalty 3048.252645 = -1218155.624686
  nChanged 17
		SP:Iteration 28Q (6764.460000 sec): 3 clusters
  Score: Raw -1221209.274925 + Penalty 3048.252645 = -1218161.022280
  nChanged 12
		SP:Iteration 29Q (6764.490000 sec): 3 clusters
  Score: Raw -1221215.371324 + Penalty 3048.252645 = -1218167.118679
  nChanged 8
		SP:Iteration 30Q (6764.510000 sec): 3 clusters
  Score: Raw -1221218.830909 + Penalty 3048.252645 = -1218170.578264
  nChanged 12
		SP:Iteration 31Q (6764.530000 sec): 3 clusters
  Score: Raw -1221223.996314 + Penalty 3048.252645 = -1218175.743669
  nChanged 10
		SP:Iteration 32Q (6764.560000 sec): 3 clusters
  Score: Raw -1221228.665324 + Penalty 3048.252645 = -1218180.412678
  nChanged 8
		SP:Iteration 33Q (6764.580000 sec): 3 clusters
  Score: Raw -1221232.948038 + Penalty 3048.252645 = -1218184.695393
  nChanged 10
		SP:Iteration 34Q (6764.600000 sec): 3 clusters
  Score: Raw -1221239.519974 + Penalty 3048.252645 = -1218191.267329
  nChanged 8
		SP:Iteration 35Q (6764.620000 sec): 3 clusters
  Score: Raw -1221245.351023 + Penalty 3048.252645 = -1218197.098377
  nChanged 15
		SP:Iteration 36Q (6764.650000 sec): 3 clusters
  Score: Raw -1221257.066679 + Penalty 3048.252645 = -1218208.814034
  nChanged 13
		SP:Iteration 37Q (6764.670000 sec): 3 clusters
  Score: Raw -1221262.767197 + Penalty 3048.252645 = -1218214.514552
  nChanged 6
		SP:Iteration 38Q (6764.690000 sec): 3 clusters
  Score: Raw -1221266.862533 + Penalty 3048.252645 = -1218218.609887
  nChanged 10
		SP:Iteration 39Q (6764.720000 sec): 3 clusters
  Score: Raw -1221271.529451 + Penalty 3048.252645 = -1218223.276805
  nChanged 6
		SP:Iteration 40F (6764.740000 sec): 3 clusters
  Score: Raw -1221275.496792 + Penalty 3048.252645 = -1218227.244147
  nChanged 7
		SP:Iteration 41Q (6764.770000 sec): 3 clusters
  Score: Raw -1221278.184583 + Penalty 3048.252645 = -1218229.931938
  nChanged 3
		SP:Iteration 42Q (6764.790000 sec): 3 clusters
  Score: Raw -1221279.414124 + Penalty 3048.252645 = -1218231.161479
  nChanged 4
		SP:Iteration 43Q (6764.820000 sec): 3 clusters
  Score: Raw -1221280.741280 + Penalty 3048.252645 = -1218232.488635
  nChanged 0
		SP:Iteration 44F (6764.850000 sec): 3 clusters
  Score: Raw -1221280.741280 + Penalty 3048.252645 = -1218232.488635
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (87016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6765.130000 sec): 2 clusters
  Score: Raw -8834758.270733 + Penalty 1848.250184 = -8832910.020548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.370000 sec): 3 clusters
  Score: Raw -8778281.644907 + Penalty 3696.500369 = -8774585.144538
  nChanged 41590
		SP:Iteration 1F (6765.620000 sec): 3 clusters
  Score: Raw -8802311.229495 + Penalty 3696.500369 = -8798614.729126
  nChanged 2702
		SP:Iteration 2Q (6765.870000 sec): 3 clusters
  Score: Raw -8802931.851162 + Penalty 3696.500369 = -8799235.350793
  nChanged 2805
		SP:Iteration 3Q (6766.120000 sec): 3 clusters
  Score: Raw -8803641.134031 + Penalty 3696.500369 = -8799944.633662
  nChanged 2781
		SP:Iteration 4Q (6766.360000 sec): 3 clusters
  Score: Raw -8804449.256510 + Penalty 3696.500369 = -8800752.756141
  nChanged 2987
		SP:Iteration 5Q (6766.610000 sec): 3 clusters
  Score: Raw -8805370.380726 + Penalty 3696.500369 = -8801673.880357
  nChanged 3205
		SP:Iteration 6Q (6766.850000 sec): 3 clusters
  Score: Raw -8806429.107192 + Penalty 3696.500369 = -8802732.606823
  nChanged 3494
		SP:Iteration 7Q (6767.100000 sec): 3 clusters
  Score: Raw -8807716.505430 + Penalty 3696.500369 = -8804020.005061
  nChanged 3721
		SP:Iteration 8Q (6767.340000 sec): 3 clusters
  Score: Raw -8809326.217257 + Penalty 3696.500369 = -8805629.716888
  nChanged 4204
		SP:Iteration 9Q (6767.590000 sec): 3 clusters
  Score: Raw -8811501.829237 + Penalty 3696.500369 = -8807805.328868
  nChanged 4607
		SP:Iteration 10F (6767.830000 sec): 3 clusters
  Score: Raw -8814318.275318 + Penalty 3696.500369 = -8810621.774950
  nChanged 4821
		SP:Iteration 11F (6768.060000 sec): 3 clusters
  Score: Raw -8817426.930887 + Penalty 3696.500369 = -8813730.430518
  nChanged 4593
		SP:Iteration 12F (6768.300000 sec): 3 clusters
  Score: Raw -8820277.449812 + Penalty 3696.500369 = -8816580.949443
  nChanged 3924
		SP:Iteration 13Q (6768.550000 sec): 3 clusters
  Score: Raw -8822188.244839 + Penalty 3696.500369 = -8818491.744470
  nChanged 2895
		SP:Iteration 14Q (6768.780000 sec): 3 clusters
  Score: Raw -8823404.659751 + Penalty 3696.500369 = -8819708.159382
  nChanged 2420
		SP:Iteration 15Q (6769.020000 sec): 3 clusters
  Score: Raw -8824466.612218 + Penalty 3696.500369 = -8820770.111849
  nChanged 2272
		SP:Iteration 16Q (6769.250000 sec): 3 clusters
  Score: Raw -8825666.535704 + Penalty 3696.500369 = -8821970.035335
  nChanged 2398
		SP:Iteration 17Q (6769.490000 sec): 3 clusters
  Score: Raw -8827120.397232 + Penalty 3696.500369 = -8823423.896863
  nChanged 2579
		SP:Iteration 18Q (6769.720000 sec): 3 clusters
  Score: Raw -8828995.402614 + Penalty 3696.500369 = -8825298.902245
  nChanged 2687
		SP:Iteration 19Q (6769.950000 sec): 3 clusters
  Score: Raw -8831266.446442 + Penalty 3696.500369 = -8827569.946074
  nChanged 2658
		SP:Iteration 20F (6770.190000 sec): 3 clusters
  Score: Raw -8833441.048323 + Penalty 3696.500369 = -8829744.547954
  nChanged 2283
		SP:Iteration 21Q (6770.420000 sec): 3 clusters
  Score: Raw -8834920.177113 + Penalty 3696.500369 = -8831223.676745
  nChanged 1753
		SP:Iteration 22Q (6770.640000 sec): 3 clusters
  Score: Raw -8835737.562081 + Penalty 3696.500369 = -8832041.061712
  nChanged 1235
		SP:Iteration 23Q (6770.860000 sec): 3 clusters
  Score: Raw -8836171.465238 + Penalty 3696.500369 = -8832474.964869
  nChanged 901
		SP:Iteration 24Q (6771.070000 sec): 3 clusters
  Score: Raw -8836436.135508 + Penalty 3696.500369 = -8832739.635139
  nChanged 699
		SP:Iteration 25Q (6771.290000 sec): 3 clusters
  Score: Raw -8836640.308447 + Penalty 3696.500369 = -8832943.808078
  nChanged 623
		SP:Iteration 26Q (6771.500000 sec): 3 clusters
  Score: Raw -8836824.714231 + Penalty 3696.500369 = -8833128.213862
  nChanged 565
		SP:Iteration 27Q (6771.720000 sec): 3 clusters
  Score: Raw -8836982.850143 + Penalty 3696.500369 = -8833286.349774
  nChanged 523
		SP:Iteration 28Q (6771.940000 sec): 3 clusters
  Score: Raw -8837139.010351 + Penalty 3696.500369 = -8833442.509982
  nChanged 483
		SP:Iteration 29Q (6772.150000 sec): 3 clusters
  Score: Raw -8837273.632034 + Penalty 3696.500369 = -8833577.131665
  nChanged 444
		SP:Iteration 30Q (6772.360000 sec): 3 clusters
  Score: Raw -8837378.429533 + Penalty 3696.500369 = -8833681.929164
  nChanged 387
		SP:Iteration 31Q (6772.580000 sec): 3 clusters
  Score: Raw -8837464.292331 + Penalty 3696.500369 = -8833767.791962
  nChanged 393
		SP:Iteration 32Q (6772.790000 sec): 3 clusters
  Score: Raw -8837550.336144 + Penalty 3696.500369 = -8833853.835775
  nChanged 321
		SP:Iteration 33Q (6773.000000 sec): 3 clusters
  Score: Raw -8837614.870826 + Penalty 3696.500369 = -8833918.370457
  nChanged 292
		SP:Iteration 34Q (6773.210000 sec): 3 clusters
  Score: Raw -8837663.868329 + Penalty 3696.500369 = -8833967.367960
  nChanged 286
		SP:Iteration 35Q (6773.430000 sec): 3 clusters
  Score: Raw -8837696.637821 + Penalty 3696.500369 = -8834000.137452
  nChanged 199
		SP:Iteration 36Q (6773.640000 sec): 3 clusters
  Score: Raw -8837716.953146 + Penalty 3696.500369 = -8834020.452777
  nChanged 175
		SP:Iteration 37Q (6773.850000 sec): 3 clusters
  Score: Raw -8837732.602518 + Penalty 3696.500369 = -8834036.102149
  nChanged 155
		SP:Iteration 38Q (6774.060000 sec): 3 clusters
  Score: Raw -8837744.845956 + Penalty 3696.500369 = -8834048.345587
  nChanged 135
		SP:Iteration 39Q (6774.260000 sec): 3 clusters
  Score: Raw -8837755.104027 + Penalty 3696.500369 = -8834058.603658
  nChanged 120
		SP:Iteration 40F (6774.500000 sec): 3 clusters
  Score: Raw -8837765.406713 + Penalty 3696.500369 = -8834068.906345
  nChanged 114
		SP:Iteration 41Q (6774.720000 sec): 3 clusters
  Score: Raw -8837772.906564 + Penalty 3696.500369 = -8834076.406195
  nChanged 98
		SP:Iteration 42Q (6774.930000 sec): 3 clusters
  Score: Raw -8837777.901835 + Penalty 3696.500369 = -8834081.401466
  nChanged 83
		SP:Iteration 43Q (6775.140000 sec): 3 clusters
  Score: Raw -8837780.954044 + Penalty 3696.500369 = -8834084.453675
  nChanged 56
		SP:Iteration 44Q (6775.360000 sec): 3 clusters
  Score: Raw -8837782.385528 + Penalty 3696.500369 = -8834085.885159
  nChanged 37
		SP:Iteration 45Q (6775.570000 sec): 3 clusters
  Score: Raw -8837783.236850 + Penalty 3696.500369 = -8834086.736481
  nChanged 33
		SP:Iteration 46Q (6775.780000 sec): 3 clusters
  Score: Raw -8837784.175766 + Penalty 3696.500369 = -8834087.675398
  nChanged 35
		SP:Iteration 47Q (6776.000000 sec): 3 clusters
  Score: Raw -8837785.154903 + Penalty 3696.500369 = -8834088.654534
  nChanged 33
		SP:Iteration 48Q (6776.210000 sec): 3 clusters
  Score: Raw -8837785.959623 + Penalty 3696.500369 = -8834089.459254
  nChanged 27
		SP:Iteration 49Q (6776.420000 sec): 3 clusters
  Score: Raw -8837786.375524 + Penalty 3696.500369 = -8834089.875155
  nChanged 16
		SP:Iteration 50Q (6776.630000 sec): 3 clusters
  Score: Raw -8837786.733871 + Penalty 3696.500369 = -8834090.233502
  nChanged 25
		SP:Iteration 51Q (6776.840000 sec): 3 clusters
  Score: Raw -8837787.307494 + Penalty 3696.500369 = -8834090.807125
  nChanged 22
		SP:Iteration 52Q (6777.060000 sec): 3 clusters
  Score: Raw -8837787.761251 + Penalty 3696.500369 = -8834091.260882
  nChanged 19
		SP:Iteration 53Q (6777.270000 sec): 3 clusters
  Score: Raw -8837788.190785 + Penalty 3696.500369 = -8834091.690416
  nChanged 19
		SP:Iteration 54Q (6777.480000 sec): 3 clusters
  Score: Raw -8837788.585012 + Penalty 3696.500369 = -8834092.084644
  nChanged 20
		SP:Iteration 55Q (6777.690000 sec): 3 clusters
  Score: Raw -8837788.982477 + Penalty 3696.500369 = -8834092.482108
  nChanged 18
		SP:Iteration 56Q (6777.910000 sec): 3 clusters
  Score: Raw -8837789.343659 + Penalty 3696.500369 = -8834092.843291
  nChanged 15
		SP:Iteration 57Q (6778.130000 sec): 3 clusters
  Score: Raw -8837789.672426 + Penalty 3696.500369 = -8834093.172057
  nChanged 19
		SP:Iteration 58Q (6778.340000 sec): 3 clusters
  Score: Raw -8837790.103011 + Penalty 3696.500369 = -8834093.602642
  nChanged 22
		SP:Iteration 59Q (6778.560000 sec): 3 clusters
  Score: Raw -8837790.589840 + Penalty 3696.500369 = -8834094.089471
  nChanged 26
		SP:Iteration 60F (6778.790000 sec): 3 clusters
  Score: Raw -8837791.223443 + Penalty 3696.500369 = -8834094.723074
  nChanged 29
		SP:Iteration 61Q (6779.000000 sec): 3 clusters
  Score: Raw -8837791.919490 + Penalty 3696.500369 = -8834095.419121
  nChanged 19
		SP:Iteration 62Q (6779.220000 sec): 3 clusters
  Score: Raw -8837792.309286 + Penalty 3696.500369 = -8834095.808917
  nChanged 20
		SP:Iteration 63Q (6779.430000 sec): 3 clusters
  Score: Raw -8837792.668580 + Penalty 3696.500369 = -8834096.168211
  nChanged 24
		SP:Iteration 64Q (6779.640000 sec): 3 clusters
  Score: Raw -8837793.235812 + Penalty 3696.500369 = -8834096.735444
  nChanged 26
		SP:Iteration 65Q (6779.860000 sec): 3 clusters
  Score: Raw -8837793.778572 + Penalty 3696.500369 = -8834097.278203
  nChanged 23
		SP:Iteration 66Q (6780.070000 sec): 3 clusters
  Score: Raw -8837794.208768 + Penalty 3696.500369 = -8834097.708399
  nChanged 21
		SP:Iteration 67Q (6780.280000 sec): 3 clusters
  Score: Raw -8837794.584112 + Penalty 3696.500369 = -8834098.083743
  nChanged 14
		SP:Iteration 68Q (6780.520000 sec): 3 clusters
  Score: Raw -8837794.733934 + Penalty 3696.500369 = -8834098.233565
  nChanged 9
		SP:Iteration 69Q (6780.750000 sec): 3 clusters
  Score: Raw -8837794.895671 + Penalty 3696.500369 = -8834098.395302
  nChanged 12
		SP:Iteration 70Q (6780.960000 sec): 3 clusters
  Score: Raw -8837795.108523 + Penalty 3696.500369 = -8834098.608154
  nChanged 14
		SP:Iteration 71Q (6781.180000 sec): 3 clusters
  Score: Raw -8837795.349543 + Penalty 3696.500369 = -8834098.849174
  nChanged 11
		SP:Iteration 72Q (6781.390000 sec): 3 clusters
  Score: Raw -8837795.605290 + Penalty 3696.500369 = -8834099.104921
  nChanged 17
		SP:Iteration 73Q (6781.600000 sec): 3 clusters
  Score: Raw -8837795.907186 + Penalty 3696.500369 = -8834099.406817
  nChanged 8
		SP:Iteration 74Q (6781.820000 sec): 3 clusters
  Score: Raw -8837795.986470 + Penalty 3696.500369 = -8834099.486101
  nChanged 4
		SP:Iteration 75Q (6782.040000 sec): 3 clusters
  Score: Raw -8837796.016790 + Penalty 3696.500369 = -8834099.516422
  nChanged 4
		SP:Iteration 76Q (6782.260000 sec): 3 clusters
  Score: Raw -8837796.107312 + Penalty 3696.500369 = -8834099.606943
  nChanged 6
		SP:Iteration 77Q (6782.470000 sec): 3 clusters
  Score: Raw -8837796.201452 + Penalty 3696.500369 = -8834099.701083
  nChanged 3
		SP:Iteration 78Q (6782.680000 sec): 3 clusters
  Score: Raw -8837796.232668 + Penalty 3696.500369 = -8834099.732299
  nChanged 2
		SP:Iteration 79Q (6782.890000 sec): 3 clusters
  Score: Raw -8837796.243192 + Penalty 3696.500369 = -8834099.742823
  nChanged 2
		SP:Iteration 80F (6783.120000 sec): 3 clusters
  Score: Raw -8837796.273988 + Penalty 3696.500369 = -8834099.773619
  nChanged 6
		SP:Iteration 81Q (6783.340000 sec): 3 clusters
  Score: Raw -8837796.365960 + Penalty 3696.500369 = -8834099.865592
  nChanged 7
		SP:Iteration 82Q (6783.550000 sec): 3 clusters
  Score: Raw -8837796.495565 + Penalty 3696.500369 = -8834099.995196
  nChanged 5
		SP:Iteration 83Q (6783.770000 sec): 3 clusters
  Score: Raw -8837796.546099 + Penalty 3696.500369 = -8834100.045730
  nChanged 4
		SP:Iteration 84Q (6783.980000 sec): 3 clusters
  Score: Raw -8837796.622227 + Penalty 3696.500369 = -8834100.121859
  nChanged 7
		SP:Iteration 85Q (6784.190000 sec): 3 clusters
  Score: Raw -8837796.776361 + Penalty 3696.500369 = -8834100.275992
  nChanged 7
		SP:Iteration 86Q (6784.400000 sec): 3 clusters
  Score: Raw -8837796.891843 + Penalty 3696.500369 = -8834100.391474
  nChanged 3
		SP:Iteration 87Q (6784.620000 sec): 3 clusters
  Score: Raw -8837796.918521 + Penalty 3696.500369 = -8834100.418153
  nChanged 3
		SP:Iteration 88Q (6784.830000 sec): 3 clusters
  Score: Raw -8837796.939199 + Penalty 3696.500369 = -8834100.438830
  nChanged 2
		SP:Iteration 89Q (6785.050000 sec): 3 clusters
  Score: Raw -8837796.953312 + Penalty 3696.500369 = -8834100.452944
  nChanged 1
		SP:Iteration 90Q (6785.260000 sec): 3 clusters
  Score: Raw -8837796.962720 + Penalty 3696.500369 = -8834100.462352
  nChanged 0
		SP:Iteration 91F (6785.500000 sec): 3 clusters
  Score: Raw -8837796.962720 + Penalty 3696.500369 = -8834100.462352
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.560000 sec): 2 clusters
  Score: Raw -128104.745059 + Penalty 1171.036310 = -126933.708749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.570000 sec): 3 clusters
  Score: Raw -127597.819840 + Penalty 2342.072620 = -125255.747220
  nChanged 420
		SP:Iteration 1F (6785.570000 sec): 3 clusters
  Score: Raw -127902.700640 + Penalty 2342.072620 = -125560.628020
  nChanged 111
		SP:Iteration 2F (6785.580000 sec): 3 clusters
  Score: Raw -128018.314897 + Penalty 2342.072620 = -125676.242277
  nChanged 84
		SP:Iteration 3F (6785.580000 sec): 3 clusters
  Score: Raw -128092.182840 + Penalty 2342.072620 = -125750.110220
  nChanged 48
		SP:Iteration 4Q (6785.580000 sec): 3 clusters
  Score: Raw -128145.374847 + Penalty 2342.072620 = -125803.302227
  nChanged 45
		SP:Iteration 5Q (6785.580000 sec): 3 clusters
  Score: Raw -128191.535514 + Penalty 2342.072620 = -125849.462894
  nChanged 37
		SP:Iteration 6Q (6785.590000 sec): 3 clusters
  Score: Raw -128221.857423 + Penalty 2342.072620 = -125879.784803
  nChanged 29
		SP:Iteration 7Q (6785.590000 sec): 3 clusters
  Score: Raw -128243.603080 + Penalty 2342.072620 = -125901.530460
  nChanged 26
		SP:Iteration 8Q (6785.600000 sec): 3 clusters
  Score: Raw -128259.662111 + Penalty 2342.072620 = -125917.589491
  nChanged 18
		SP:Iteration 9Q (6785.600000 sec): 3 clusters
  Score: Raw -128273.048495 + Penalty 2342.072620 = -125930.975876
  nChanged 13
		SP:Iteration 10Q (6785.600000 sec): 3 clusters
  Score: Raw -128284.305111 + Penalty 2342.072620 = -125942.232491
  nChanged 16
		SP:Iteration 11Q (6785.600000 sec): 3 clusters
  Score: Raw -128299.277179 + Penalty 2342.072620 = -125957.204560
  nChanged 14
		SP:Iteration 12Q (6785.610000 sec): 3 clusters
  Score: Raw -128308.413843 + Penalty 2342.072620 = -125966.341223
  nChanged 8
		SP:Iteration 13Q (6785.610000 sec): 3 clusters
  Score: Raw -128312.899150 + Penalty 2342.072620 = -125970.826530
  nChanged 3
		SP:Iteration 14Q (6785.620000 sec): 3 clusters
  Score: Raw -128314.605026 + Penalty 2342.072620 = -125972.532406
  nChanged 3
		SP:Iteration 15Q (6785.620000 sec): 3 clusters
  Score: Raw -128316.312454 + Penalty 2342.072620 = -125974.239834
  nChanged 5
		SP:Iteration 16Q (6785.620000 sec): 3 clusters
  Score: Raw -128319.075331 + Penalty 2342.072620 = -125977.002711
  nChanged 5
		SP:Iteration 17Q (6785.620000 sec): 3 clusters
  Score: Raw -128322.996142 + Penalty 2342.072620 = -125980.923523
  nChanged 7
		SP:Iteration 18Q (6785.630000 sec): 3 clusters
  Score: Raw -128327.985470 + Penalty 2342.072620 = -125985.912850
  nChanged 5
		SP:Iteration 19Q (6785.630000 sec): 3 clusters
  Score: Raw -128331.836112 + Penalty 2342.072620 = -125989.763492
  nChanged 7
		SP:Iteration 20F (6785.640000 sec): 3 clusters
  Score: Raw -128336.810656 + Penalty 2342.072620 = -125994.738036
  nChanged 5
		SP:Iteration 21Q (6785.640000 sec): 3 clusters
  Score: Raw -128339.416228 + Penalty 2342.072620 = -125997.343609
  nChanged 7
		SP:Iteration 22Q (6785.640000 sec): 3 clusters
  Score: Raw -128343.054280 + Penalty 2342.072620 = -126000.981660
  nChanged 3
		SP:Iteration 23Q (6785.640000 sec): 3 clusters
  Score: Raw -128346.601157 + Penalty 2342.072620 = -126004.528537
  nChanged 6
		SP:Iteration 24Q (6785.650000 sec): 3 clusters
  Score: Raw -128349.914471 + Penalty 2342.072620 = -126007.841851
  nChanged 4
		SP:Iteration 25Q (6785.650000 sec): 3 clusters
  Score: Raw -128352.022585 + Penalty 2342.072620 = -126009.949965
  nChanged 3
		SP:Iteration 26Q (6785.660000 sec): 3 clusters
  Score: Raw -128354.517569 + Penalty 2342.072620 = -126012.444950
  nChanged 3
		SP:Iteration 27Q (6785.660000 sec): 3 clusters
  Score: Raw -128356.717984 + Penalty 2342.072620 = -126014.645365
  nChanged 5
		SP:Iteration 28Q (6785.660000 sec): 3 clusters
  Score: Raw -128360.406548 + Penalty 2342.072620 = -126018.333928
  nChanged 2
		SP:Iteration 29Q (6785.660000 sec): 3 clusters
  Score: Raw -128361.409229 + Penalty 2342.072620 = -126019.336609
  nChanged 2
		SP:Iteration 30Q (6785.670000 sec): 3 clusters
  Score: Raw -128362.437276 + Penalty 2342.072620 = -126020.364656
  nChanged 1
		SP:Iteration 31Q (6785.670000 sec): 3 clusters
  Score: Raw -128362.808332 + Penalty 2342.072620 = -126020.735713
  nChanged 1
		SP:Iteration 32Q (6785.670000 sec): 3 clusters
  Score: Raw -128363.123551 + Penalty 2342.072620 = -126021.050931
  nChanged 1
		SP:Iteration 33Q (6785.680000 sec): 3 clusters
  Score: Raw -128363.987691 + Penalty 2342.072620 = -126021.915071
  nChanged 1
		SP:Iteration 34Q (6785.680000 sec): 3 clusters
  Score: Raw -128364.572021 + Penalty 2342.072620 = -126022.499401
  nChanged 3
		SP:Iteration 35Q (6785.680000 sec): 3 clusters
  Score: Raw -128368.467361 + Penalty 2342.072620 = -126026.394741
  nChanged 4
		SP:Iteration 36Q (6785.690000 sec): 3 clusters
  Score: Raw -128370.615628 + Penalty 2342.072620 = -126028.543008
  nChanged 1
		SP:Iteration 37Q (6785.690000 sec): 3 clusters
  Score: Raw -128371.323479 + Penalty 2342.072620 = -126029.250859
  nChanged 3
		SP:Iteration 38Q (6785.690000 sec): 3 clusters
  Score: Raw -128373.474805 + Penalty 2342.072620 = -126031.402185
  nChanged 1
		SP:Iteration 39Q (6785.700000 sec): 3 clusters
  Score: Raw -128374.219712 + Penalty 2342.072620 = -126032.147092
  nChanged 0
		SP:Iteration 40F (6785.700000 sec): 3 clusters
  Score: Raw -128374.219712 + Penalty 2342.072620 = -126032.147092
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.720000 sec): 2 clusters
  Score: Raw -321664.657263 + Penalty 1324.310282 = -320340.346981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.720000 sec): 3 clusters
  Score: Raw -319961.437112 + Penalty 2648.620564 = -317312.816548
  nChanged 1345
		SP:Iteration 1F (6785.730000 sec): 3 clusters
  Score: Raw -320773.278790 + Penalty 2648.620564 = -318124.658226
  nChanged 301
		SP:Iteration 2F (6785.740000 sec): 3 clusters
  Score: Raw -321011.637769 + Penalty 2648.620564 = -318363.017205
  nChanged 242
		SP:Iteration 3F (6785.750000 sec): 3 clusters
  Score: Raw -321202.816202 + Penalty 2648.620564 = -318554.195638
  nChanged 182
		SP:Iteration 4F (6785.760000 sec): 3 clusters
  Score: Raw -321342.029528 + Penalty 2648.620564 = -318693.408964
  nChanged 156
		SP:Iteration 5Q (6785.770000 sec): 3 clusters
  Score: Raw -321473.067396 + Penalty 2648.620564 = -318824.446832
  nChanged 151
		SP:Iteration 6Q (6785.780000 sec): 3 clusters
  Score: Raw -321591.000197 + Penalty 2648.620564 = -318942.379633
  nChanged 127
		SP:Iteration 7Q (6785.780000 sec): 3 clusters
  Score: Raw -321667.038812 + Penalty 2648.620564 = -319018.418248
  nChanged 106
		SP:Iteration 8Q (6785.790000 sec): 3 clusters
  Score: Raw -321729.787807 + Penalty 2648.620564 = -319081.167243
  nChanged 77
		SP:Iteration 9Q (6785.800000 sec): 3 clusters
  Score: Raw -321771.891201 + Penalty 2648.620564 = -319123.270637
  nChanged 53
		SP:Iteration 10Q (6785.810000 sec): 3 clusters
  Score: Raw -321800.647668 + Penalty 2648.620564 = -319152.027104
  nChanged 58
		SP:Iteration 11Q (6785.820000 sec): 3 clusters
  Score: Raw -321832.818312 + Penalty 2648.620564 = -319184.197748
  nChanged 65
		SP:Iteration 12Q (6785.830000 sec): 3 clusters
  Score: Raw -321873.517203 + Penalty 2648.620564 = -319224.896639
  nChanged 65
		SP:Iteration 13Q (6785.840000 sec): 3 clusters
  Score: Raw -321908.892509 + Penalty 2648.620564 = -319260.271945
  nChanged 46
		SP:Iteration 14Q (6785.840000 sec): 3 clusters
  Score: Raw -321935.985855 + Penalty 2648.620564 = -319287.365291
  nChanged 48
		SP:Iteration 15Q (6785.850000 sec): 3 clusters
  Score: Raw -321960.219991 + Penalty 2648.620564 = -319311.599427
  nChanged 40
		SP:Iteration 16Q (6785.860000 sec): 3 clusters
  Score: Raw -321978.670063 + Penalty 2648.620564 = -319330.049498
  nChanged 37
		SP:Iteration 17Q (6785.870000 sec): 3 clusters
  Score: Raw -321994.090092 + Penalty 2648.620564 = -319345.469528
  nChanged 35
		SP:Iteration 18Q (6785.880000 sec): 3 clusters
  Score: Raw -322009.085926 + Penalty 2648.620564 = -319360.465362
  nChanged 26
		SP:Iteration 19Q (6785.890000 sec): 3 clusters
  Score: Raw -322021.263380 + Penalty 2648.620564 = -319372.642816
  nChanged 19
		SP:Iteration 20F (6785.900000 sec): 3 clusters
  Score: Raw -322031.060480 + Penalty 2648.620564 = -319382.439916
  nChanged 21
		SP:Iteration 21Q (6785.900000 sec): 3 clusters
  Score: Raw -322037.767550 + Penalty 2648.620564 = -319389.146986
  nChanged 20
		SP:Iteration 22Q (6785.910000 sec): 3 clusters
  Score: Raw -322047.332119 + Penalty 2648.620564 = -319398.711555
  nChanged 17
		SP:Iteration 23Q (6785.920000 sec): 3 clusters
  Score: Raw -322054.426856 + Penalty 2648.620564 = -319405.806292
  nChanged 16
		SP:Iteration 24Q (6785.930000 sec): 3 clusters
  Score: Raw -322061.676873 + Penalty 2648.620564 = -319413.056309
  nChanged 17
		SP:Iteration 25Q (6785.940000 sec): 3 clusters
  Score: Raw -322067.302767 + Penalty 2648.620564 = -319418.682203
  nChanged 14
		SP:Iteration 26Q (6785.940000 sec): 3 clusters
  Score: Raw -322075.151965 + Penalty 2648.620564 = -319426.531401
  nChanged 13
		SP:Iteration 27Q (6785.950000 sec): 3 clusters
  Score: Raw -322082.362844 + Penalty 2648.620564 = -319433.742280
  nChanged 14
		SP:Iteration 28Q (6785.960000 sec): 3 clusters
  Score: Raw -322089.159696 + Penalty 2648.620564 = -319440.539132
  nChanged 14
		SP:Iteration 29Q (6785.970000 sec): 3 clusters
  Score: Raw -322094.351157 + Penalty 2648.620564 = -319445.730593
  nChanged 14
		SP:Iteration 30Q (6785.980000 sec): 3 clusters
  Score: Raw -322100.485628 + Penalty 2648.620564 = -319451.865064
  nChanged 15
		SP:Iteration 31Q (6785.990000 sec): 3 clusters
  Score: Raw -322107.178780 + Penalty 2648.620564 = -319458.558216
  nChanged 14
		SP:Iteration 32Q (6786.000000 sec): 3 clusters
  Score: Raw -322112.462436 + Penalty 2648.620564 = -319463.841871
  nChanged 10
		SP:Iteration 33Q (6786.000000 sec): 3 clusters
  Score: Raw -322117.196050 + Penalty 2648.620564 = -319468.575486
  nChanged 10
		SP:Iteration 34Q (6786.010000 sec): 3 clusters
  Score: Raw -322121.161006 + Penalty 2648.620564 = -319472.540442
  nChanged 6
		SP:Iteration 35Q (6786.020000 sec): 3 clusters
  Score: Raw -322123.157449 + Penalty 2648.620564 = -319474.536885
  nChanged 10
		SP:Iteration 36Q (6786.030000 sec): 3 clusters
  Score: Raw -322125.845943 + Penalty 2648.620564 = -319477.225379
  nChanged 12
		SP:Iteration 37Q (6786.040000 sec): 3 clusters
  Score: Raw -322131.421420 + Penalty 2648.620564 = -319482.800856
  nChanged 14
		SP:Iteration 38Q (6786.040000 sec): 3 clusters
  Score: Raw -322136.319038 + Penalty 2648.620564 = -319487.698474
  nChanged 11
		SP:Iteration 39Q (6786.050000 sec): 3 clusters
  Score: Raw -322140.804585 + Penalty 2648.620564 = -319492.184020
  nChanged 8
		SP:Iteration 40F (6786.060000 sec): 3 clusters
  Score: Raw -322143.507451 + Penalty 2648.620564 = -319494.886886
  nChanged 10
		SP:Iteration 41Q (6786.070000 sec): 3 clusters
  Score: Raw -322146.428824 + Penalty 2648.620564 = -319497.808260
  nChanged 5
		SP:Iteration 42Q (6786.080000 sec): 3 clusters
  Score: Raw -322148.257684 + Penalty 2648.620564 = -319499.637120
  nChanged 4
		SP:Iteration 43Q (6786.080000 sec): 3 clusters
  Score: Raw -322149.072043 + Penalty 2648.620564 = -319500.451479
  nChanged 3
		SP:Iteration 44Q (6786.090000 sec): 3 clusters
  Score: Raw -322150.258074 + Penalty 2648.620564 = -319501.637510
  nChanged 1
		SP:Iteration 45Q (6786.100000 sec): 3 clusters
  Score: Raw -322150.879214 + Penalty 2648.620564 = -319502.258650
  nChanged 1
		SP:Iteration 46Q (6786.110000 sec): 3 clusters
  Score: Raw -322151.007407 + Penalty 2648.620564 = -319502.386843
  nChanged 0
		SP:Iteration 47F (6786.120000 sec): 3 clusters
  Score: Raw -322151.007407 + Penalty 2648.620564 = -319502.386843
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6786.180000 sec): 2 clusters
  Score: Raw -2108849.648650 + Penalty 1615.900894 = -2107233.747756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6786.240000 sec): 3 clusters
  Score: Raw -2096320.155975 + Penalty 3231.801788 = -2093088.354187
  nChanged 9421
		SP:Iteration 1F (6786.300000 sec): 3 clusters
  Score: Raw -2101593.946394 + Penalty 3231.801788 = -2098362.144606
  nChanged 1107
		SP:Iteration 2F (6786.350000 sec): 3 clusters
  Score: Raw -2102020.141598 + Penalty 3231.801788 = -2098788.339810
  nChanged 987
		SP:Iteration 3Q (6786.410000 sec): 3 clusters
  Score: Raw -2102380.823349 + Penalty 3231.801788 = -2099149.021561
  nChanged 877
		SP:Iteration 4Q (6786.460000 sec): 3 clusters
  Score: Raw -2102690.590928 + Penalty 3231.801788 = -2099458.789140
  nChanged 811
		SP:Iteration 5Q (6786.520000 sec): 3 clusters
  Score: Raw -2102952.952383 + Penalty 3231.801788 = -2099721.150596
  nChanged 773
		SP:Iteration 6Q (6786.580000 sec): 3 clusters
  Score: Raw -2103205.992669 + Penalty 3231.801788 = -2099974.190881
  nChanged 734
		SP:Iteration 7Q (6786.640000 sec): 3 clusters
  Score: Raw -2103442.097951 + Penalty 3231.801788 = -2100210.296164
  nChanged 727
		SP:Iteration 8Q (6786.690000 sec): 3 clusters
  Score: Raw -2103676.495982 + Penalty 3231.801788 = -2100444.694194
  nChanged 738
		SP:Iteration 9Q (6786.750000 sec): 3 clusters
  Score: Raw -2103942.190973 + Penalty 3231.801788 = -2100710.389185
  nChanged 745
		SP:Iteration 10Q (6786.810000 sec): 3 clusters
  Score: Raw -2104240.148043 + Penalty 3231.801788 = -2101008.346255
  nChanged 772
		SP:Iteration 11Q (6786.860000 sec): 3 clusters
  Score: Raw -2104580.854846 + Penalty 3231.801788 = -2101349.053058
  nChanged 797
		SP:Iteration 12Q (6786.920000 sec): 3 clusters
  Score: Raw -2104978.478531 + Penalty 3231.801788 = -2101746.676744
  nChanged 869
		SP:Iteration 13Q (6786.980000 sec): 3 clusters
  Score: Raw -2105454.464504 + Penalty 3231.801788 = -2102222.662716
  nChanged 839
		SP:Iteration 14Q (6787.030000 sec): 3 clusters
  Score: Raw -2105939.947202 + Penalty 3231.801788 = -2102708.145415
  nChanged 781
		SP:Iteration 15Q (6787.090000 sec): 3 clusters
  Score: Raw -2106391.286602 + Penalty 3231.801788 = -2103159.484814
  nChanged 678
		SP:Iteration 16Q (6787.140000 sec): 3 clusters
  Score: Raw -2106745.838425 + Penalty 3231.801788 = -2103514.036638
  nChanged 542
		SP:Iteration 17Q (6787.200000 sec): 3 clusters
  Score: Raw -2106991.942528 + Penalty 3231.801788 = -2103760.140740
  nChanged 457
		SP:Iteration 18Q (6787.260000 sec): 3 clusters
  Score: Raw -2107177.262483 + Penalty 3231.801788 = -2103945.460696
  nChanged 362
		SP:Iteration 19Q (6787.310000 sec): 3 clusters
  Score: Raw -2107318.074759 + Penalty 3231.801788 = -2104086.272971
  nChanged 336
		SP:Iteration 20F (6787.360000 sec): 3 clusters
  Score: Raw -2107451.567872 + Penalty 3231.801788 = -2104219.766084
  nChanged 300
		SP:Iteration 21Q (6787.420000 sec): 3 clusters
  Score: Raw -2107571.626217 + Penalty 3231.801788 = -2104339.824430
  nChanged 313
		SP:Iteration 22Q (6787.470000 sec): 3 clusters
  Score: Raw -2107701.881974 + Penalty 3231.801788 = -2104470.080186
  nChanged 300
		SP:Iteration 23Q (6787.520000 sec): 3 clusters
  Score: Raw -2107864.869934 + Penalty 3231.801788 = -2104633.068146
  nChanged 341
		SP:Iteration 24Q (6787.580000 sec): 3 clusters
  Score: Raw -2108074.582708 + Penalty 3231.801788 = -2104842.780920
  nChanged 326
		SP:Iteration 25Q (6787.620000 sec): 3 clusters
  Score: Raw -2108283.419123 + Penalty 3231.801788 = -2105051.617335
  nChanged 305
		SP:Iteration 26Q (6787.680000 sec): 3 clusters
  Score: Raw -2108458.595295 + Penalty 3231.801788 = -2105226.793508
  nChanged 262
		SP:Iteration 27Q (6787.720000 sec): 3 clusters
  Score: Raw -2108604.868902 + Penalty 3231.801788 = -2105373.067114
  nChanged 230
		SP:Iteration 28Q (6787.770000 sec): 3 clusters
  Score: Raw -2108725.570075 + Penalty 3231.801788 = -2105493.768287
  nChanged 210
		SP:Iteration 29Q (6787.820000 sec): 3 clusters
  Score: Raw -2108836.976872 + Penalty 3231.801788 = -2105605.175084
  nChanged 202
		SP:Iteration 30Q (6787.860000 sec): 3 clusters
  Score: Raw -2108936.208756 + Penalty 3231.801788 = -2105704.406968
  nChanged 173
		SP:Iteration 31Q (6787.910000 sec): 3 clusters
  Score: Raw -2109015.755522 + Penalty 3231.801788 = -2105783.953734
  nChanged 162
		SP:Iteration 32Q (6787.960000 sec): 3 clusters
  Score: Raw -2109081.070413 + Penalty 3231.801788 = -2105849.268625
  nChanged 139
		SP:Iteration 33Q (6788.000000 sec): 3 clusters
  Score: Raw -2109127.251523 + Penalty 3231.801788 = -2105895.449735
  nChanged 111
		SP:Iteration 34Q (6788.050000 sec): 3 clusters
  Score: Raw -2109162.602434 + Penalty 3231.801788 = -2105930.800646
  nChanged 111
		SP:Iteration 35Q (6788.100000 sec): 3 clusters
  Score: Raw -2109201.974092 + Penalty 3231.801788 = -2105970.172305
  nChanged 111
		SP:Iteration 36Q (6788.140000 sec): 3 clusters
  Score: Raw -2109247.443642 + Penalty 3231.801788 = -2106015.641854
  nChanged 114
		SP:Iteration 37Q (6788.190000 sec): 3 clusters
  Score: Raw -2109290.009362 + Penalty 3231.801788 = -2106058.207574
  nChanged 99
		SP:Iteration 38Q (6788.230000 sec): 3 clusters
  Score: Raw -2109324.238680 + Penalty 3231.801788 = -2106092.436892
  nChanged 98
		SP:Iteration 39Q (6788.280000 sec): 3 clusters
  Score: Raw -2109363.279208 + Penalty 3231.801788 = -2106131.477420
  nChanged 93
		SP:Iteration 40F (6788.330000 sec): 3 clusters
  Score: Raw -2109403.620950 + Penalty 3231.801788 = -2106171.819163
  nChanged 101
		SP:Iteration 41Q (6788.380000 sec): 3 clusters
  Score: Raw -2109441.843289 + Penalty 3231.801788 = -2106210.041501
  nChanged 98
		SP:Iteration 42Q (6788.420000 sec): 3 clusters
  Score: Raw -2109484.253183 + Penalty 3231.801788 = -2106252.451395
  nChanged 81
		SP:Iteration 43Q (6788.460000 sec): 3 clusters
  Score: Raw -2109519.519905 + Penalty 3231.801788 = -2106287.718118
  nChanged 91
		SP:Iteration 44Q (6788.510000 sec): 3 clusters
  Score: Raw -2109553.754336 + Penalty 3231.801788 = -2106321.952548
  nChanged 72
		SP:Iteration 45Q (6788.550000 sec): 3 clusters
  Score: Raw -2109578.589298 + Penalty 3231.801788 = -2106346.787510
  nChanged 55
		SP:Iteration 46Q (6788.590000 sec): 3 clusters
  Score: Raw -2109597.720629 + Penalty 3231.801788 = -2106365.918841
  nChanged 46
		SP:Iteration 47Q (6788.640000 sec): 3 clusters
  Score: Raw -2109616.124237 + Penalty 3231.801788 = -2106384.322449
  nChanged 46
		SP:Iteration 48Q (6788.680000 sec): 3 clusters
  Score: Raw -2109633.863114 + Penalty 3231.801788 = -2106402.061326
  nChanged 43
		SP:Iteration 49Q (6788.720000 sec): 3 clusters
  Score: Raw -2109649.857305 + Penalty 3231.801788 = -2106418.055517
  nChanged 35
		SP:Iteration 50Q (6788.760000 sec): 3 clusters
  Score: Raw -2109659.874258 + Penalty 3231.801788 = -2106428.072470
  nChanged 34
		SP:Iteration 51Q (6788.810000 sec): 3 clusters
  Score: Raw -2109673.649833 + Penalty 3231.801788 = -2106441.848046
  nChanged 21
		SP:Iteration 52Q (6788.850000 sec): 3 clusters
  Score: Raw -2109680.128587 + Penalty 3231.801788 = -2106448.326799
  nChanged 19
		SP:Iteration 53Q (6788.890000 sec): 3 clusters
  Score: Raw -2109686.928497 + Penalty 3231.801788 = -2106455.126710
  nChanged 25
		SP:Iteration 54Q (6788.940000 sec): 3 clusters
  Score: Raw -2109693.984960 + Penalty 3231.801788 = -2106462.183172
  nChanged 21
		SP:Iteration 55Q (6788.980000 sec): 3 clusters
  Score: Raw -2109700.207757 + Penalty 3231.801788 = -2106468.405969
  nChanged 22
		SP:Iteration 56Q (6789.020000 sec): 3 clusters
  Score: Raw -2109706.208045 + Penalty 3231.801788 = -2106474.406258
  nChanged 18
		SP:Iteration 57Q (6789.060000 sec): 3 clusters
  Score: Raw -2109712.434332 + Penalty 3231.801788 = -2106480.632545
  nChanged 11
		SP:Iteration 58Q (6789.100000 sec): 3 clusters
  Score: Raw -2109716.445249 + Penalty 3231.801788 = -2106484.643461
  nChanged 13
		SP:Iteration 59Q (6789.140000 sec): 3 clusters
  Score: Raw -2109719.507045 + Penalty 3231.801788 = -2106487.705258
  nChanged 16
		SP:Iteration 60F (6789.200000 sec): 3 clusters
  Score: Raw -2109723.594027 + Penalty 3231.801788 = -2106491.792240
  nChanged 11
		SP:Iteration 61Q (6789.240000 sec): 3 clusters
  Score: Raw -2109726.916255 + Penalty 3231.801788 = -2106495.114467
  nChanged 8
		SP:Iteration 62Q (6789.290000 sec): 3 clusters
  Score: Raw -2109729.511795 + Penalty 3231.801788 = -2106497.710008
  nChanged 9
		SP:Iteration 63Q (6789.330000 sec): 3 clusters
  Score: Raw -2109731.427276 + Penalty 3231.801788 = -2106499.625488
  nChanged 4
		SP:Iteration 64Q (6789.370000 sec): 3 clusters
  Score: Raw -2109731.884458 + Penalty 3231.801788 = -2106500.082670
  nChanged 2
		SP:Iteration 65Q (6789.410000 sec): 3 clusters
  Score: Raw -2109732.313366 + Penalty 3231.801788 = -2106500.511578
  nChanged 1
		SP:Iteration 66Q (6789.460000 sec): 3 clusters
  Score: Raw -2109732.441321 + Penalty 3231.801788 = -2106500.639534
  nChanged 2
		SP:Iteration 67Q (6789.500000 sec): 3 clusters
  Score: Raw -2109733.223233 + Penalty 3231.801788 = -2106501.421445
  nChanged 3
		SP:Iteration 68Q (6789.540000 sec): 3 clusters
  Score: Raw -2109734.086797 + Penalty 3231.801788 = -2106502.285009
  nChanged 2
		SP:Iteration 69Q (6789.580000 sec): 3 clusters
  Score: Raw -2109734.429784 + Penalty 3231.801788 = -2106502.627997
  nChanged 2
		SP:Iteration 70Q (6789.620000 sec): 3 clusters
  Score: Raw -2109734.809205 + Penalty 3231.801788 = -2106503.007417
  nChanged 2
		SP:Iteration 71Q (6789.670000 sec): 3 clusters
  Score: Raw -2109735.170108 + Penalty 3231.801788 = -2106503.368321
  nChanged 3
		SP:Iteration 72Q (6789.710000 sec): 3 clusters
  Score: Raw -2109735.764969 + Penalty 3231.801788 = -2106503.963181
  nChanged 2
		SP:Iteration 73Q (6789.750000 sec): 3 clusters
  Score: Raw -2109736.416168 + Penalty 3231.801788 = -2106504.614380
  nChanged 3
		SP:Iteration 74Q (6789.800000 sec): 3 clusters
  Score: Raw -2109737.520356 + Penalty 3231.801788 = -2106505.718568
  nChanged 2
		SP:Iteration 75Q (6789.840000 sec): 3 clusters
  Score: Raw -2109737.810895 + Penalty 3231.801788 = -2106506.009108
  nChanged 0
		SP:Iteration 76F (6789.890000 sec): 3 clusters
  Score: Raw -2109737.810895 + Penalty 3231.801788 = -2106506.009108
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6789.930000 sec): 2 clusters
  Score: Raw -892183.983395 + Penalty 1476.534019 = -890707.449376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6789.950000 sec): 3 clusters
  Score: Raw -887197.151394 + Penalty 2953.068037 = -884244.083357
  nChanged 3812
		SP:Iteration 1F (6789.980000 sec): 3 clusters
  Score: Raw -889202.292065 + Penalty 2953.068037 = -886249.224027
  nChanged 568
		SP:Iteration 2F (6790.000000 sec): 3 clusters
  Score: Raw -889485.829144 + Penalty 2953.068037 = -886532.761107
  nChanged 494
		SP:Iteration 3F (6790.030000 sec): 3 clusters
  Score: Raw -889727.297002 + Penalty 2953.068037 = -886774.228964
  nChanged 448
		SP:Iteration 4F (6790.050000 sec): 3 clusters
  Score: Raw -889938.531136 + Penalty 2953.068037 = -886985.463098
  nChanged 390
		SP:Iteration 5Q (6790.070000 sec): 3 clusters
  Score: Raw -890147.918989 + Penalty 2953.068037 = -887194.850951
  nChanged 375
		SP:Iteration 6Q (6790.090000 sec): 3 clusters
  Score: Raw -890349.519018 + Penalty 2953.068037 = -887396.450981
  nChanged 417
		SP:Iteration 7Q (6790.120000 sec): 3 clusters
  Score: Raw -890593.807250 + Penalty 2953.068037 = -887640.739213
  nChanged 430
		SP:Iteration 8Q (6790.140000 sec): 3 clusters
  Score: Raw -890874.959044 + Penalty 2953.068037 = -887921.891007
  nChanged 446
		SP:Iteration 9F (6790.160000 sec): 3 clusters
  Score: Raw -891191.631332 + Penalty 2953.068037 = -888238.563295
  nChanged 402
		SP:Iteration 10Q (6790.190000 sec): 3 clusters
  Score: Raw -891496.070494 + Penalty 2953.068037 = -888543.002456
  nChanged 346
		SP:Iteration 11Q (6790.210000 sec): 3 clusters
  Score: Raw -891769.453903 + Penalty 2953.068037 = -888816.385865
  nChanged 259
		SP:Iteration 12Q (6790.230000 sec): 3 clusters
  Score: Raw -891961.641990 + Penalty 2953.068037 = -889008.573952
  nChanged 170
		SP:Iteration 13Q (6790.250000 sec): 3 clusters
  Score: Raw -892096.219223 + Penalty 2953.068037 = -889143.151185
  nChanged 113
		SP:Iteration 14Q (6790.270000 sec): 3 clusters
  Score: Raw -892181.474100 + Penalty 2953.068037 = -889228.406063
  nChanged 73
		SP:Iteration 15Q (6790.290000 sec): 3 clusters
  Score: Raw -892245.490975 + Penalty 2953.068037 = -889292.422938
  nChanged 52
		SP:Iteration 16Q (6790.310000 sec): 3 clusters
  Score: Raw -892289.274609 + Penalty 2953.068037 = -889336.206571
  nChanged 31
		SP:Iteration 17Q (6790.330000 sec): 3 clusters
  Score: Raw -892316.828251 + Penalty 2953.068037 = -889363.760214
  nChanged 26
		SP:Iteration 18Q (6790.350000 sec): 3 clusters
  Score: Raw -892339.385232 + Penalty 2953.068037 = -889386.317194
  nChanged 25
		SP:Iteration 19Q (6790.360000 sec): 3 clusters
  Score: Raw -892364.185433 + Penalty 2953.068037 = -889411.117396
  nChanged 16
		SP:Iteration 20F (6790.390000 sec): 3 clusters
  Score: Raw -892379.836343 + Penalty 2953.068037 = -889426.768305
  nChanged 12
		SP:Iteration 21Q (6790.410000 sec): 3 clusters
  Score: Raw -892391.538593 + Penalty 2953.068037 = -889438.470556
  nChanged 13
		SP:Iteration 22Q (6790.420000 sec): 3 clusters
  Score: Raw -892401.077502 + Penalty 2953.068037 = -889448.009465
  nChanged 4
		SP:Iteration 23Q (6790.440000 sec): 3 clusters
  Score: Raw -892405.828173 + Penalty 2953.068037 = -889452.760136
  nChanged 5
		SP:Iteration 24Q (6790.460000 sec): 3 clusters
  Score: Raw -892409.695545 + Penalty 2953.068037 = -889456.627508
  nChanged 5
		SP:Iteration 25Q (6790.470000 sec): 3 clusters
  Score: Raw -892412.797276 + Penalty 2953.068037 = -889459.729239
  nChanged 4
		SP:Iteration 26Q (6790.490000 sec): 3 clusters
  Score: Raw -892416.184466 + Penalty 2953.068037 = -889463.116429
  nChanged 8
		SP:Iteration 27Q (6790.510000 sec): 3 clusters
  Score: Raw -892424.609052 + Penalty 2953.068037 = -889471.541015
  nChanged 3
		SP:Iteration 28Q (6790.530000 sec): 3 clusters
  Score: Raw -892428.271157 + Penalty 2953.068037 = -889475.203119
  nChanged 5
		SP:Iteration 29Q (6790.550000 sec): 3 clusters
  Score: Raw -892435.427863 + Penalty 2953.068037 = -889482.359826
  nChanged 3
		SP:Iteration 30Q (6790.560000 sec): 3 clusters
  Score: Raw -892437.621033 + Penalty 2953.068037 = -889484.552996
  nChanged 4
		SP:Iteration 31Q (6790.580000 sec): 3 clusters
  Score: Raw -892440.379169 + Penalty 2953.068037 = -889487.311131
  nChanged 2
		SP:Iteration 32Q (6790.600000 sec): 3 clusters
  Score: Raw -892441.302854 + Penalty 2953.068037 = -889488.234817
  nChanged 2
		SP:Iteration 33Q (6790.610000 sec): 3 clusters
  Score: Raw -892443.724065 + Penalty 2953.068037 = -889490.656028
  nChanged 3
		SP:Iteration 34Q (6790.630000 sec): 3 clusters
  Score: Raw -892447.594124 + Penalty 2953.068037 = -889494.526086
  nChanged 1
		SP:Iteration 35Q (6790.650000 sec): 3 clusters
  Score: Raw -892448.165915 + Penalty 2953.068037 = -889495.097877
  nChanged 1
		SP:Iteration 36Q (6790.670000 sec): 3 clusters
  Score: Raw -892448.722846 + Penalty 2953.068037 = -889495.654808
  nChanged 0
		SP:Iteration 37F (6790.690000 sec): 3 clusters
  Score: Raw -892448.722846 + Penalty 2953.068037 = -889495.654808
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6790.700000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6790.700000 sec): 3 clusters
  Score: Raw -32737.953572 + Penalty 1897.262395 = -30840.691177
  nChanged 61
		SP:Iteration 1F (6790.700000 sec): 3 clusters
  Score: Raw -32860.915825 + Penalty 1897.262395 = -30963.653429
  nChanged 22
		SP:Iteration 2F (6790.700000 sec): 3 clusters
  Score: Raw -32929.148872 + Penalty 1897.262395 = -31031.886477
  nChanged 17
		SP:Iteration 3Q (6790.700000 sec): 3 clusters
  Score: Raw -32979.281522 + Penalty 1897.262395 = -31082.019127
  nChanged 10
		SP:Iteration 4Q (6790.700000 sec): 3 clusters
  Score: Raw -33012.456912 + Penalty 1897.262395 = -31115.194516
  nChanged 9
		SP:Iteration 5Q (6790.710000 sec): 3 clusters
  Score: Raw -33048.190620 + Penalty 1897.262395 = -31150.928225
  nChanged 8
		SP:Iteration 6Q (6790.710000 sec): 3 clusters
  Score: Raw -33089.973152 + Penalty 1897.262395 = -31192.710757
  nChanged 6
		SP:Iteration 7Q (6790.710000 sec): 3 clusters
  Score: Raw -33112.213793 + Penalty 1897.262395 = -31214.951398
  nChanged 3
		SP:Iteration 8Q (6790.710000 sec): 3 clusters
  Score: Raw -33137.557548 + Penalty 1897.262395 = -31240.295153
  nChanged 5
		SP:Iteration 9Q (6790.710000 sec): 3 clusters
  Score: Raw -33176.730326 + Penalty 1897.262395 = -31279.467931
  nChanged 2
		SP:Iteration 10Q (6790.710000 sec): 3 clusters
  Score: Raw -33194.628585 + Penalty 1897.262395 = -31297.366190
  nChanged 2
		SP:Iteration 11Q (6790.710000 sec): 3 clusters
  Score: Raw -33202.825138 + Penalty 1897.262395 = -31305.562742
  nChanged 0
		SP:Iteration 12F (6790.710000 sec): 3 clusters
  Score: Raw -33202.825138 + Penalty 1897.262395 = -31305.562742
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6790.750000 sec): 2 clusters
  Score: Raw -1046651.886539 + Penalty 1503.131783 = -1045148.754757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6790.780000 sec): 3 clusters
  Score: Raw -1040743.402222 + Penalty 3006.263565 = -1037737.138656
  nChanged 4515
		SP:Iteration 1F (6790.810000 sec): 3 clusters
  Score: Raw -1043296.328952 + Penalty 3006.263565 = -1040290.065386
  nChanged 707
		SP:Iteration 2F (6790.830000 sec): 3 clusters
  Score: Raw -1043687.832319 + Penalty 3006.263565 = -1040681.568754
  nChanged 662
		SP:Iteration 3F (6790.860000 sec): 3 clusters
  Score: Raw -1044067.784567 + Penalty 3006.263565 = -1041061.521002
  nChanged 605
		SP:Iteration 4F (6790.890000 sec): 3 clusters
  Score: Raw -1044428.405649 + Penalty 3006.263565 = -1041422.142084
  nChanged 561
		SP:Iteration 5F (6790.920000 sec): 3 clusters
  Score: Raw -1044754.024321 + Penalty 3006.263565 = -1041747.760756
  nChanged 528
		SP:Iteration 6F (6790.950000 sec): 3 clusters
  Score: Raw -1045091.026404 + Penalty 3006.263565 = -1042084.762839
  nChanged 530
		SP:Iteration 7F (6790.970000 sec): 3 clusters
  Score: Raw -1045430.232155 + Penalty 3006.263565 = -1042423.968590
  nChanged 462
		SP:Iteration 8Q (6791.000000 sec): 3 clusters
  Score: Raw -1045731.297415 + Penalty 3006.263565 = -1042725.033850
  nChanged 392
		SP:Iteration 9Q (6791.030000 sec): 3 clusters
  Score: Raw -1045998.803568 + Penalty 3006.263565 = -1042992.540003
  nChanged 325
		SP:Iteration 10Q (6791.050000 sec): 3 clusters
  Score: Raw -1046213.102499 + Penalty 3006.263565 = -1043206.838934
  nChanged 237
		SP:Iteration 11Q (6791.080000 sec): 3 clusters
  Score: Raw -1046373.220255 + Penalty 3006.263565 = -1043366.956689
  nChanged 179
		SP:Iteration 12Q (6791.100000 sec): 3 clusters
  Score: Raw -1046493.314041 + Penalty 3006.263565 = -1043487.050476
  nChanged 138
		SP:Iteration 13Q (6791.130000 sec): 3 clusters
  Score: Raw -1046591.721484 + Penalty 3006.263565 = -1043585.457919
  nChanged 101
		SP:Iteration 14Q (6791.150000 sec): 3 clusters
  Score: Raw -1046661.400574 + Penalty 3006.263565 = -1043655.137009
  nChanged 77
		SP:Iteration 15Q (6791.180000 sec): 3 clusters
  Score: Raw -1046718.410243 + Penalty 3006.263565 = -1043712.146678
  nChanged 62
		SP:Iteration 16Q (6791.200000 sec): 3 clusters
  Score: Raw -1046767.041437 + Penalty 3006.263565 = -1043760.777872
  nChanged 54
		SP:Iteration 17Q (6791.220000 sec): 3 clusters
  Score: Raw -1046814.113724 + Penalty 3006.263565 = -1043807.850159
  nChanged 32
		SP:Iteration 18Q (6791.250000 sec): 3 clusters
  Score: Raw -1046839.403080 + Penalty 3006.263565 = -1043833.139515
  nChanged 19
		SP:Iteration 19Q (6791.270000 sec): 3 clusters
  Score: Raw -1046853.647978 + Penalty 3006.263565 = -1043847.384413
  nChanged 11
		SP:Iteration 20F (6791.290000 sec): 3 clusters
  Score: Raw -1046863.060795 + Penalty 3006.263565 = -1043856.797229
  nChanged 10
		SP:Iteration 21Q (6791.310000 sec): 3 clusters
  Score: Raw -1046870.898940 + Penalty 3006.263565 = -1043864.635375
  nChanged 7
		SP:Iteration 22Q (6791.330000 sec): 3 clusters
  Score: Raw -1046876.521251 + Penalty 3006.263565 = -1043870.257686
  nChanged 7
		SP:Iteration 23Q (6791.360000 sec): 3 clusters
  Score: Raw -1046881.235855 + Penalty 3006.263565 = -1043874.972290
  nChanged 10
		SP:Iteration 24Q (6791.380000 sec): 3 clusters
  Score: Raw -1046890.348167 + Penalty 3006.263565 = -1043884.084602
  nChanged 4
		SP:Iteration 25Q (6791.400000 sec): 3 clusters
  Score: Raw -1046892.722645 + Penalty 3006.263565 = -1043886.459080
  nChanged 4
		SP:Iteration 26Q (6791.420000 sec): 3 clusters
  Score: Raw -1046894.940035 + Penalty 3006.263565 = -1043888.676470
  nChanged 2
		SP:Iteration 27Q (6791.440000 sec): 3 clusters
  Score: Raw -1046896.255833 + Penalty 3006.263565 = -1043889.992268
  nChanged 3
		SP:Iteration 28Q (6791.460000 sec): 3 clusters
  Score: Raw -1046899.372679 + Penalty 3006.263565 = -1043893.109114
  nChanged 2
		SP:Iteration 29Q (6791.480000 sec): 3 clusters
  Score: Raw -1046901.388180 + Penalty 3006.263565 = -1043895.124615
  nChanged 1
		SP:Iteration 30Q (6791.500000 sec): 3 clusters
  Score: Raw -1046902.393893 + Penalty 3006.263565 = -1043896.130328
  nChanged 3
		SP:Iteration 31Q (6791.520000 sec): 3 clusters
  Score: Raw -1046904.470117 + Penalty 3006.263565 = -1043898.206552
  nChanged 2
		SP:Iteration 32Q (6791.540000 sec): 3 clusters
  Score: Raw -1046906.179766 + Penalty 3006.263565 = -1043899.916201
  nChanged 1
		SP:Iteration 33Q (6791.560000 sec): 3 clusters
  Score: Raw -1046906.516469 + Penalty 3006.263565 = -1043900.252903
  nChanged 0
		SP:Iteration 34F (6791.590000 sec): 3 clusters
  Score: Raw -1046906.516469 + Penalty 3006.263565 = -1043900.252903
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6791.710000 sec): 2 clusters
  Score: Raw -3546358.337925 + Penalty 1704.389096 = -3544653.948829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6791.810000 sec): 3 clusters
  Score: Raw -3523846.541313 + Penalty 3408.778192 = -3520437.763121
  nChanged 16863
		SP:Iteration 1F (6791.910000 sec): 3 clusters
  Score: Raw -3533674.731051 + Penalty 3408.778192 = -3530265.952859
  nChanged 1749
		SP:Iteration 2Q (6792.010000 sec): 3 clusters
  Score: Raw -3534373.639809 + Penalty 3408.778192 = -3530964.861617
  nChanged 1794
		SP:Iteration 3Q (6792.110000 sec): 3 clusters
  Score: Raw -3535197.779953 + Penalty 3408.778192 = -3531789.001761
  nChanged 1933
		SP:Iteration 4F (6792.210000 sec): 3 clusters
  Score: Raw -3536217.751080 + Penalty 3408.778192 = -3532808.972888
  nChanged 2026
		SP:Iteration 5F (6792.310000 sec): 3 clusters
  Score: Raw -3537367.881538 + Penalty 3408.778192 = -3533959.103346
  nChanged 2058
		SP:Iteration 6F (6792.410000 sec): 3 clusters
  Score: Raw -3538713.116567 + Penalty 3408.778192 = -3535304.338375
  nChanged 2020
		SP:Iteration 7F (6792.500000 sec): 3 clusters
  Score: Raw -3540100.115194 + Penalty 3408.778192 = -3536691.337002
  nChanged 1857
		SP:Iteration 8F (6792.600000 sec): 3 clusters
  Score: Raw -3541349.296229 + Penalty 3408.778192 = -3537940.518037
  nChanged 1663
		SP:Iteration 9Q (6792.700000 sec): 3 clusters
  Score: Raw -3542407.089026 + Penalty 3408.778192 = -3538998.310834
  nChanged 1433
		SP:Iteration 10Q (6792.790000 sec): 3 clusters
  Score: Raw -3543292.904500 + Penalty 3408.778192 = -3539884.126308
  nChanged 1235
		SP:Iteration 11Q (6792.880000 sec): 3 clusters
  Score: Raw -3544030.208473 + Penalty 3408.778192 = -3540621.430281
  nChanged 1089
		SP:Iteration 12Q (6792.970000 sec): 3 clusters
  Score: Raw -3544605.097276 + Penalty 3408.778192 = -3541196.319084
  nChanged 950
		SP:Iteration 13Q (6793.060000 sec): 3 clusters
  Score: Raw -3545063.847675 + Penalty 3408.778192 = -3541655.069483
  nChanged 851
		SP:Iteration 14Q (6793.140000 sec): 3 clusters
  Score: Raw -3545469.569062 + Penalty 3408.778192 = -3542060.790870
  nChanged 781
		SP:Iteration 15Q (6793.230000 sec): 3 clusters
  Score: Raw -3545822.777283 + Penalty 3408.778192 = -3542413.999091
  nChanged 679
		SP:Iteration 16Q (6793.310000 sec): 3 clusters
  Score: Raw -3546095.576814 + Penalty 3408.778192 = -3542686.798622
  nChanged 590
		SP:Iteration 17Q (6793.400000 sec): 3 clusters
  Score: Raw -3546307.431179 + Penalty 3408.778192 = -3542898.652987
  nChanged 497
		SP:Iteration 18Q (6793.480000 sec): 3 clusters
  Score: Raw -3546462.962291 + Penalty 3408.778192 = -3543054.184099
  nChanged 398
		SP:Iteration 19Q (6793.550000 sec): 3 clusters
  Score: Raw -3546581.930272 + Penalty 3408.778192 = -3543173.152080
  nChanged 351
		SP:Iteration 20F (6793.640000 sec): 3 clusters
  Score: Raw -3546689.292552 + Penalty 3408.778192 = -3543280.514360
  nChanged 314
		SP:Iteration 21Q (6793.720000 sec): 3 clusters
  Score: Raw -3546796.729514 + Penalty 3408.778192 = -3543387.951322
  nChanged 258
		SP:Iteration 22Q (6793.800000 sec): 3 clusters
  Score: Raw -3546886.087424 + Penalty 3408.778192 = -3543477.309232
  nChanged 216
		SP:Iteration 23Q (6793.880000 sec): 3 clusters
  Score: Raw -3546962.717081 + Penalty 3408.778192 = -3543553.938889
  nChanged 203
		SP:Iteration 24Q (6793.950000 sec): 3 clusters
  Score: Raw -3547033.945105 + Penalty 3408.778192 = -3543625.166913
  nChanged 171
		SP:Iteration 25Q (6794.030000 sec): 3 clusters
  Score: Raw -3547091.963201 + Penalty 3408.778192 = -3543683.185009
  nChanged 152
		SP:Iteration 26Q (6794.100000 sec): 3 clusters
  Score: Raw -3547142.216508 + Penalty 3408.778192 = -3543733.438316
  nChanged 108
		SP:Iteration 27Q (6794.180000 sec): 3 clusters
  Score: Raw -3547172.235502 + Penalty 3408.778192 = -3543763.457310
  nChanged 98
		SP:Iteration 28Q (6794.250000 sec): 3 clusters
  Score: Raw -3547196.830537 + Penalty 3408.778192 = -3543788.052345
  nChanged 75
		SP:Iteration 29Q (6794.330000 sec): 3 clusters
  Score: Raw -3547216.075098 + Penalty 3408.778192 = -3543807.296906
  nChanged 70
		SP:Iteration 30Q (6794.400000 sec): 3 clusters
  Score: Raw -3547231.550214 + Penalty 3408.778192 = -3543822.772022
  nChanged 61
		SP:Iteration 31Q (6794.470000 sec): 3 clusters
  Score: Raw -3547242.366429 + Penalty 3408.778192 = -3543833.588237
  nChanged 54
		SP:Iteration 32Q (6794.550000 sec): 3 clusters
  Score: Raw -3547253.599678 + Penalty 3408.778192 = -3543844.821486
  nChanged 47
		SP:Iteration 33Q (6794.620000 sec): 3 clusters
  Score: Raw -3547264.225318 + Penalty 3408.778192 = -3543855.447126
  nChanged 43
		SP:Iteration 34Q (6794.690000 sec): 3 clusters
  Score: Raw -3547271.992354 + Penalty 3408.778192 = -3543863.214162
  nChanged 40
		SP:Iteration 35Q (6794.770000 sec): 3 clusters
  Score: Raw -3547279.703934 + Penalty 3408.778192 = -3543870.925742
  nChanged 35
		SP:Iteration 36Q (6794.840000 sec): 3 clusters
  Score: Raw -3547286.091766 + Penalty 3408.778192 = -3543877.313574
  nChanged 33
		SP:Iteration 37Q (6794.920000 sec): 3 clusters
  Score: Raw -3547291.725262 + Penalty 3408.778192 = -3543882.947070
  nChanged 33
		SP:Iteration 38Q (6794.990000 sec): 3 clusters
  Score: Raw -3547297.411699 + Penalty 3408.778192 = -3543888.633507
  nChanged 32
		SP:Iteration 39Q (6795.060000 sec): 3 clusters
  Score: Raw -3547302.636381 + Penalty 3408.778192 = -3543893.858189
  nChanged 33
		SP:Iteration 40F (6795.150000 sec): 3 clusters
  Score: Raw -3547308.941952 + Penalty 3408.778192 = -3543900.163760
  nChanged 31
		SP:Iteration 41Q (6795.230000 sec): 3 clusters
  Score: Raw -3547314.664875 + Penalty 3408.778192 = -3543905.886683
  nChanged 21
		SP:Iteration 42Q (6795.300000 sec): 3 clusters
  Score: Raw -3547318.114757 + Penalty 3408.778192 = -3543909.336564
  nChanged 16
		SP:Iteration 43Q (6795.370000 sec): 3 clusters
  Score: Raw -3547320.526970 + Penalty 3408.778192 = -3543911.748778
  nChanged 13
		SP:Iteration 44Q (6795.450000 sec): 3 clusters
  Score: Raw -3547322.292721 + Penalty 3408.778192 = -3543913.514529
  nChanged 12
		SP:Iteration 45Q (6795.520000 sec): 3 clusters
  Score: Raw -3547324.964730 + Penalty 3408.778192 = -3543916.186538
  nChanged 19
		SP:Iteration 46Q (6795.590000 sec): 3 clusters
  Score: Raw -3547327.909119 + Penalty 3408.778192 = -3543919.130927
  nChanged 9
		SP:Iteration 47Q (6795.660000 sec): 3 clusters
  Score: Raw -3547329.726474 + Penalty 3408.778192 = -3543920.948282
  nChanged 10
		SP:Iteration 48Q (6795.740000 sec): 3 clusters
  Score: Raw -3547331.713031 + Penalty 3408.778192 = -3543922.934839
  nChanged 13
		SP:Iteration 49Q (6795.810000 sec): 3 clusters
  Score: Raw -3547334.036227 + Penalty 3408.778192 = -3543925.258035
  nChanged 13
		SP:Iteration 50Q (6795.880000 sec): 3 clusters
  Score: Raw -3547335.904988 + Penalty 3408.778192 = -3543927.126796
  nChanged 8
		SP:Iteration 51Q (6795.950000 sec): 3 clusters
  Score: Raw -3547337.336637 + Penalty 3408.778192 = -3543928.558445
  nChanged 14
		SP:Iteration 52Q (6796.020000 sec): 3 clusters
  Score: Raw -3547340.210096 + Penalty 3408.778192 = -3543931.431904
  nChanged 11
		SP:Iteration 53Q (6796.100000 sec): 3 clusters
  Score: Raw -3547342.229531 + Penalty 3408.778192 = -3543933.451339
  nChanged 7
		SP:Iteration 54Q (6796.170000 sec): 3 clusters
  Score: Raw -3547343.421774 + Penalty 3408.778192 = -3543934.643582
  nChanged 10
		SP:Iteration 55Q (6796.240000 sec): 3 clusters
  Score: Raw -3547344.983898 + Penalty 3408.778192 = -3543936.205706
  nChanged 12
		SP:Iteration 56Q (6796.310000 sec): 3 clusters
  Score: Raw -3547346.779662 + Penalty 3408.778192 = -3543938.001470
  nChanged 9
		SP:Iteration 57Q (6796.380000 sec): 3 clusters
  Score: Raw -3547348.443596 + Penalty 3408.778192 = -3543939.665404
  nChanged 13
		SP:Iteration 58Q (6796.460000 sec): 3 clusters
  Score: Raw -3547350.726733 + Penalty 3408.778192 = -3543941.948541
  nChanged 14
		SP:Iteration 59Q (6796.530000 sec): 3 clusters
  Score: Raw -3547353.116692 + Penalty 3408.778192 = -3543944.338500
  nChanged 10
		SP:Iteration 60F (6796.620000 sec): 3 clusters
  Score: Raw -3547354.195903 + Penalty 3408.778192 = -3543945.417711
  nChanged 6
		SP:Iteration 61Q (6796.690000 sec): 3 clusters
  Score: Raw -3547355.119830 + Penalty 3408.778192 = -3543946.341638
  nChanged 7
		SP:Iteration 62Q (6796.770000 sec): 3 clusters
  Score: Raw -3547356.486191 + Penalty 3408.778192 = -3543947.707999
  nChanged 12
		SP:Iteration 63Q (6796.840000 sec): 3 clusters
  Score: Raw -3547357.892715 + Penalty 3408.778192 = -3543949.114523
  nChanged 9
		SP:Iteration 64Q (6796.910000 sec): 3 clusters
  Score: Raw -3547359.186282 + Penalty 3408.778192 = -3543950.408090
  nChanged 7
		SP:Iteration 65Q (6796.980000 sec): 3 clusters
  Score: Raw -3547360.424179 + Penalty 3408.778192 = -3543951.645987
  nChanged 3
		SP:Iteration 66Q (6797.060000 sec): 3 clusters
  Score: Raw -3547360.775127 + Penalty 3408.778192 = -3543951.996935
  nChanged 2
		SP:Iteration 67Q (6797.130000 sec): 3 clusters
  Score: Raw -3547360.998474 + Penalty 3408.778192 = -3543952.220282
  nChanged 2
		SP:Iteration 68Q (6797.200000 sec): 3 clusters
  Score: Raw -3547361.252789 + Penalty 3408.778192 = -3543952.474597
  nChanged 3
		SP:Iteration 69Q (6797.270000 sec): 3 clusters
  Score: Raw -3547361.571786 + Penalty 3408.778192 = -3543952.793594
  nChanged 3
		SP:Iteration 70Q (6797.340000 sec): 3 clusters
  Score: Raw -3547361.876213 + Penalty 3408.778192 = -3543953.098021
  nChanged 2
		SP:Iteration 71Q (6797.420000 sec): 3 clusters
  Score: Raw -3547362.157723 + Penalty 3408.778192 = -3543953.379531
  nChanged 3
		SP:Iteration 72Q (6797.490000 sec): 3 clusters
  Score: Raw -3547362.470772 + Penalty 3408.778192 = -3543953.692580
  nChanged 3
		SP:Iteration 73Q (6797.560000 sec): 3 clusters
  Score: Raw -3547362.780817 + Penalty 3408.778192 = -3543954.002625
  nChanged 1
		SP:Iteration 74Q (6797.630000 sec): 3 clusters
  Score: Raw -3547362.901012 + Penalty 3408.778192 = -3543954.122820
  nChanged 0
		SP:Iteration 75F (6797.720000 sec): 3 clusters
  Score: Raw -3547362.901012 + Penalty 3408.778192 = -3543954.122820
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6798.090000 sec): 2 clusters
  Score: Raw -11187377.834566 + Penalty 1888.129183 = -11185489.705383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6798.380000 sec): 3 clusters
  Score: Raw -11114761.761154 + Penalty 3776.258366 = -11110985.502789
  nChanged 53383
		SP:Iteration 1F (6798.670000 sec): 3 clusters
  Score: Raw -11146590.891501 + Penalty 3776.258366 = -11142814.633136
  nChanged 4969
		SP:Iteration 2Q (6798.960000 sec): 3 clusters
  Score: Raw -11148488.263542 + Penalty 3776.258366 = -11144712.005176
  nChanged 5531
		SP:Iteration 3Q (6799.260000 sec): 3 clusters
  Score: Raw -11150953.107323 + Penalty 3776.258366 = -11147176.848957
  nChanged 6182
		SP:Iteration 4F (6799.540000 sec): 3 clusters
  Score: Raw -11154164.847785 + Penalty 3776.258366 = -11150388.589419
  nChanged 6670
		SP:Iteration 5F (6799.830000 sec): 3 clusters
  Score: Raw -11158286.537222 + Penalty 3776.258366 = -11154510.278856
  nChanged 6833
		SP:Iteration 6F (6800.120000 sec): 3 clusters
  Score: Raw -11163242.719329 + Penalty 3776.258366 = -11159466.460963
  nChanged 6482
		SP:Iteration 7F (6800.400000 sec): 3 clusters
  Score: Raw -11168301.650789 + Penalty 3776.258366 = -11164525.392423
  nChanged 5756
		SP:Iteration 8F (6800.690000 sec): 3 clusters
  Score: Raw -11172357.627462 + Penalty 3776.258366 = -11168581.369096
  nChanged 4187
		SP:Iteration 9Q (6800.980000 sec): 3 clusters
  Score: Raw -11174620.556691 + Penalty 3776.258366 = -11170844.298326
  nChanged 2873
		SP:Iteration 10Q (6801.260000 sec): 3 clusters
  Score: Raw -11175762.043864 + Penalty 3776.258366 = -11171985.785498
  nChanged 2009
		SP:Iteration 11Q (6801.530000 sec): 3 clusters
  Score: Raw -11176514.232654 + Penalty 3776.258366 = -11172737.974288
  nChanged 1722
		SP:Iteration 12Q (6801.800000 sec): 3 clusters
  Score: Raw -11177173.356362 + Penalty 3776.258366 = -11173397.097997
  nChanged 1679
		SP:Iteration 13Q (6802.060000 sec): 3 clusters
  Score: Raw -11177819.514329 + Penalty 3776.258366 = -11174043.255963
  nChanged 1600
		SP:Iteration 14Q (6802.320000 sec): 3 clusters
  Score: Raw -11178448.827169 + Penalty 3776.258366 = -11174672.568804
  nChanged 1608
		SP:Iteration 15Q (6802.590000 sec): 3 clusters
  Score: Raw -11179089.991039 + Penalty 3776.258366 = -11175313.732673
  nChanged 1544
		SP:Iteration 16Q (6802.840000 sec): 3 clusters
  Score: Raw -11179663.929391 + Penalty 3776.258366 = -11175887.671025
  nChanged 1459
		SP:Iteration 17Q (6803.100000 sec): 3 clusters
  Score: Raw -11180201.529812 + Penalty 3776.258366 = -11176425.271447
  nChanged 1391
		SP:Iteration 18Q (6803.350000 sec): 3 clusters
  Score: Raw -11180708.567678 + Penalty 3776.258366 = -11176932.309313
  nChanged 1325
		SP:Iteration 19Q (6803.600000 sec): 3 clusters
  Score: Raw -11181205.499678 + Penalty 3776.258366 = -11177429.241312
  nChanged 1306
		SP:Iteration 20F (6803.880000 sec): 3 clusters
  Score: Raw -11181708.052622 + Penalty 3776.258366 = -11177931.794256
  nChanged 1277
		SP:Iteration 21Q (6804.130000 sec): 3 clusters
  Score: Raw -11182193.760825 + Penalty 3776.258366 = -11178417.502459
  nChanged 1217
		SP:Iteration 22Q (6804.370000 sec): 3 clusters
  Score: Raw -11182659.919900 + Penalty 3776.258366 = -11178883.661534
  nChanged 1192
		SP:Iteration 23Q (6804.600000 sec): 3 clusters
  Score: Raw -11183127.256057 + Penalty 3776.258366 = -11179350.997691
  nChanged 1141
		SP:Iteration 24Q (6804.840000 sec): 3 clusters
  Score: Raw -11183572.444424 + Penalty 3776.258366 = -11179796.186058
  nChanged 1036
		SP:Iteration 25Q (6805.070000 sec): 3 clusters
  Score: Raw -11184003.081116 + Penalty 3776.258366 = -11180226.822750
  nChanged 999
		SP:Iteration 26Q (6805.300000 sec): 3 clusters
  Score: Raw -11184433.351864 + Penalty 3776.258366 = -11180657.093498
  nChanged 953
		SP:Iteration 27Q (6805.520000 sec): 3 clusters
  Score: Raw -11184865.817685 + Penalty 3776.258366 = -11181089.559319
  nChanged 880
		SP:Iteration 28Q (6805.750000 sec): 3 clusters
  Score: Raw -11185285.749953 + Penalty 3776.258366 = -11181509.491588
  nChanged 798
		SP:Iteration 29Q (6805.970000 sec): 3 clusters
  Score: Raw -11185671.515256 + Penalty 3776.258366 = -11181895.256890
  nChanged 696
		SP:Iteration 30Q (6806.190000 sec): 3 clusters
  Score: Raw -11185984.652025 + Penalty 3776.258366 = -11182208.393659
  nChanged 577
		SP:Iteration 31Q (6806.410000 sec): 3 clusters
  Score: Raw -11186227.709408 + Penalty 3776.258366 = -11182451.451042
  nChanged 504
		SP:Iteration 32Q (6806.620000 sec): 3 clusters
  Score: Raw -11186459.147809 + Penalty 3776.258366 = -11182682.889443
  nChanged 453
		SP:Iteration 33Q (6806.830000 sec): 3 clusters
  Score: Raw -11186681.082015 + Penalty 3776.258366 = -11182904.823649
  nChanged 385
		SP:Iteration 34Q (6807.040000 sec): 3 clusters
  Score: Raw -11186852.180906 + Penalty 3776.258366 = -11183075.922540
  nChanged 298
		SP:Iteration 35Q (6807.260000 sec): 3 clusters
  Score: Raw -11186983.717653 + Penalty 3776.258366 = -11183207.459287
  nChanged 269
		SP:Iteration 36Q (6807.470000 sec): 3 clusters
  Score: Raw -11187101.397793 + Penalty 3776.258366 = -11183325.139428
  nChanged 231
		SP:Iteration 37Q (6807.680000 sec): 3 clusters
  Score: Raw -11187203.250732 + Penalty 3776.258366 = -11183426.992366
  nChanged 204
		SP:Iteration 38Q (6807.880000 sec): 3 clusters
  Score: Raw -11187295.618715 + Penalty 3776.258366 = -11183519.360349
  nChanged 157
		SP:Iteration 39Q (6808.090000 sec): 3 clusters
  Score: Raw -11187367.217730 + Penalty 3776.258366 = -11183590.959364
  nChanged 143
		SP:Iteration 40F (6808.370000 sec): 3 clusters
  Score: Raw -11187433.013261 + Penalty 3776.258366 = -11183656.754895
  nChanged 112
		SP:Iteration 41Q (6808.580000 sec): 3 clusters
  Score: Raw -11187490.992437 + Penalty 3776.258366 = -11183714.734071
  nChanged 96
		SP:Iteration 42Q (6808.780000 sec): 3 clusters
  Score: Raw -11187541.255269 + Penalty 3776.258366 = -11183764.996904
  nChanged 89
		SP:Iteration 43Q (6808.980000 sec): 3 clusters
  Score: Raw -11187584.012518 + Penalty 3776.258366 = -11183807.754152
  nChanged 77
		SP:Iteration 44Q (6809.190000 sec): 3 clusters
  Score: Raw -11187624.795954 + Penalty 3776.258366 = -11183848.537588
  nChanged 69
		SP:Iteration 45Q (6809.390000 sec): 3 clusters
  Score: Raw -11187663.308954 + Penalty 3776.258366 = -11183887.050588
  nChanged 62
		SP:Iteration 46Q (6809.590000 sec): 3 clusters
  Score: Raw -11187694.279326 + Penalty 3776.258366 = -11183918.020960
  nChanged 52
		SP:Iteration 47Q (6809.790000 sec): 3 clusters
  Score: Raw -11187720.592441 + Penalty 3776.258366 = -11183944.334076
  nChanged 35
		SP:Iteration 48Q (6810.000000 sec): 3 clusters
  Score: Raw -11187738.981701 + Penalty 3776.258366 = -11183962.723336
  nChanged 37
		SP:Iteration 49Q (6810.200000 sec): 3 clusters
  Score: Raw -11187758.069316 + Penalty 3776.258366 = -11183981.810951
  nChanged 35
		SP:Iteration 50Q (6810.400000 sec): 3 clusters
  Score: Raw -11187774.336876 + Penalty 3776.258366 = -11183998.078510
  nChanged 31
		SP:Iteration 51Q (6810.600000 sec): 3 clusters
  Score: Raw -11187786.776339 + Penalty 3776.258366 = -11184010.517973
  nChanged 18
		SP:Iteration 52Q (6810.800000 sec): 3 clusters
  Score: Raw -11187792.801246 + Penalty 3776.258366 = -11184016.542880
  nChanged 15
		SP:Iteration 53Q (6811.000000 sec): 3 clusters
  Score: Raw -11187798.131429 + Penalty 3776.258366 = -11184021.873064
  nChanged 14
		SP:Iteration 54Q (6811.210000 sec): 3 clusters
  Score: Raw -11187802.479150 + Penalty 3776.258366 = -11184026.220784
  nChanged 8
		SP:Iteration 55Q (6811.410000 sec): 3 clusters
  Score: Raw -11187806.241658 + Penalty 3776.258366 = -11184029.983293
  nChanged 9
		SP:Iteration 56Q (6811.610000 sec): 3 clusters
  Score: Raw -11187809.185314 + Penalty 3776.258366 = -11184032.926949
  nChanged 5
		SP:Iteration 57Q (6811.810000 sec): 3 clusters
  Score: Raw -11187811.165893 + Penalty 3776.258366 = -11184034.907528
  nChanged 1
		SP:Iteration 58Q (6812.010000 sec): 3 clusters
  Score: Raw -11187811.648370 + Penalty 3776.258366 = -11184035.390004
  nChanged 2
		SP:Iteration 59Q (6812.210000 sec): 3 clusters
  Score: Raw -11187812.636604 + Penalty 3776.258366 = -11184036.378238
  nChanged 3
		SP:Iteration 60F (6812.490000 sec): 3 clusters
  Score: Raw -11187814.543757 + Penalty 3776.258366 = -11184038.285392
  nChanged 4
		SP:Iteration 61Q (6812.690000 sec): 3 clusters
  Score: Raw -11187815.992698 + Penalty 3776.258366 = -11184039.734332
  nChanged 6
		SP:Iteration 62Q (6812.900000 sec): 3 clusters
  Score: Raw -11187818.492667 + Penalty 3776.258366 = -11184042.234302
  nChanged 11
		SP:Iteration 63Q (6813.100000 sec): 3 clusters
  Score: Raw -11187823.743011 + Penalty 3776.258366 = -11184047.484646
  nChanged 10
		SP:Iteration 64Q (6813.300000 sec): 3 clusters
  Score: Raw -11187828.193125 + Penalty 3776.258366 = -11184051.934759
  nChanged 15
		SP:Iteration 65Q (6813.500000 sec): 3 clusters
  Score: Raw -11187834.872202 + Penalty 3776.258366 = -11184058.613837
  nChanged 16
		SP:Iteration 66Q (6813.690000 sec): 3 clusters
  Score: Raw -11187841.846895 + Penalty 3776.258366 = -11184065.588530
  nChanged 14
		SP:Iteration 67Q (6813.890000 sec): 3 clusters
  Score: Raw -11187846.492296 + Penalty 3776.258366 = -11184070.233930
  nChanged 6
		SP:Iteration 68Q (6814.090000 sec): 3 clusters
  Score: Raw -11187848.053442 + Penalty 3776.258366 = -11184071.795076
  nChanged 5
		SP:Iteration 69Q (6814.290000 sec): 3 clusters
  Score: Raw -11187851.310604 + Penalty 3776.258366 = -11184075.052238
  nChanged 11
		SP:Iteration 70Q (6814.500000 sec): 3 clusters
  Score: Raw -11187855.946738 + Penalty 3776.258366 = -11184079.688372
  nChanged 4
		SP:Iteration 71Q (6814.690000 sec): 3 clusters
  Score: Raw -11187857.629136 + Penalty 3776.258366 = -11184081.370771
  nChanged 8
		SP:Iteration 72Q (6814.890000 sec): 3 clusters
  Score: Raw -11187859.853448 + Penalty 3776.258366 = -11184083.595082
  nChanged 7
		SP:Iteration 73Q (6815.090000 sec): 3 clusters
  Score: Raw -11187861.976060 + Penalty 3776.258366 = -11184085.717694
  nChanged 4
		SP:Iteration 74Q (6815.290000 sec): 3 clusters
  Score: Raw -11187863.213466 + Penalty 3776.258366 = -11184086.955101
  nChanged 1
		SP:Iteration 75Q (6815.490000 sec): 3 clusters
  Score: Raw -11187864.100052 + Penalty 3776.258366 = -11184087.841687
  nChanged 1
		SP:Iteration 76Q (6815.690000 sec): 3 clusters
  Score: Raw -11187864.375150 + Penalty 3776.258366 = -11184088.116784
  nChanged 1
		SP:Iteration 77Q (6815.890000 sec): 3 clusters
  Score: Raw -11187864.557438 + Penalty 3776.258366 = -11184088.299072
  nChanged 1
		SP:Iteration 78Q (6816.090000 sec): 3 clusters
  Score: Raw -11187865.026930 + Penalty 3776.258366 = -11184088.768565
  nChanged 1
		SP:Iteration 79Q (6816.290000 sec): 3 clusters
  Score: Raw -11187865.506000 + Penalty 3776.258366 = -11184089.247634
  nChanged 1
		SP:Iteration 80F (6816.570000 sec): 3 clusters
  Score: Raw -11187866.165917 + Penalty 3776.258366 = -11184089.907552
  nChanged 2
		SP:Iteration 81Q (6816.770000 sec): 3 clusters
  Score: Raw -11187867.047451 + Penalty 3776.258366 = -11184090.789085
  nChanged 4
		SP:Iteration 82Q (6816.970000 sec): 3 clusters
  Score: Raw -11187868.602128 + Penalty 3776.258366 = -11184092.343762
  nChanged 0
		SP:Iteration 83F (6817.250000 sec): 3 clusters
  Score: Raw -11187868.602128 + Penalty 3776.258366 = -11184092.343762
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6817.330000 sec): 2 clusters
  Score: Raw -475615.311265 + Penalty 1387.038628 = -474228.272637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6817.340000 sec): 3 clusters
  Score: Raw -472936.332736 + Penalty 2774.077256 = -470162.255480
  nChanged 2095
		SP:Iteration 1F (6817.360000 sec): 3 clusters
  Score: Raw -474143.927537 + Penalty 2774.077256 = -471369.850281
  nChanged 404
		SP:Iteration 2F (6817.370000 sec): 3 clusters
  Score: Raw -474444.460773 + Penalty 2774.077256 = -471670.383517
  nChanged 341
		SP:Iteration 3F (6817.380000 sec): 3 clusters
  Score: Raw -474677.459472 + Penalty 2774.077256 = -471903.382216
  nChanged 308
		SP:Iteration 4F (6817.390000 sec): 3 clusters
  Score: Raw -474911.113724 + Penalty 2774.077256 = -472137.036467
  nChanged 268
		SP:Iteration 5F (6817.400000 sec): 3 clusters
  Score: Raw -475141.187105 + Penalty 2774.077256 = -472367.109848
  nChanged 257
		SP:Iteration 6F (6817.420000 sec): 3 clusters
  Score: Raw -475369.560040 + Penalty 2774.077256 = -472595.482783
  nChanged 257
		SP:Iteration 7F (6817.430000 sec): 3 clusters
  Score: Raw -475594.526354 + Penalty 2774.077256 = -472820.449098
  nChanged 222
		SP:Iteration 8Q (6817.440000 sec): 3 clusters
  Score: Raw -475779.541913 + Penalty 2774.077256 = -473005.464657
  nChanged 204
		SP:Iteration 9Q (6817.450000 sec): 3 clusters
  Score: Raw -475938.115265 + Penalty 2774.077256 = -473164.038008
  nChanged 153
		SP:Iteration 10Q (6817.460000 sec): 3 clusters
  Score: Raw -476028.169647 + Penalty 2774.077256 = -473254.092391
  nChanged 115
		SP:Iteration 11Q (6817.480000 sec): 3 clusters
  Score: Raw -476091.520330 + Penalty 2774.077256 = -473317.443073
  nChanged 73
		SP:Iteration 12Q (6817.490000 sec): 3 clusters
  Score: Raw -476136.029739 + Penalty 2774.077256 = -473361.952483
  nChanged 69
		SP:Iteration 13Q (6817.500000 sec): 3 clusters
  Score: Raw -476179.502899 + Penalty 2774.077256 = -473405.425643
  nChanged 69
		SP:Iteration 14Q (6817.510000 sec): 3 clusters
  Score: Raw -476220.022246 + Penalty 2774.077256 = -473445.944990
  nChanged 52
		SP:Iteration 15Q (6817.520000 sec): 3 clusters
  Score: Raw -476245.157910 + Penalty 2774.077256 = -473471.080654
  nChanged 53
		SP:Iteration 16Q (6817.530000 sec): 3 clusters
  Score: Raw -476267.395510 + Penalty 2774.077256 = -473493.318254
  nChanged 38
		SP:Iteration 17Q (6817.540000 sec): 3 clusters
  Score: Raw -476280.374824 + Penalty 2774.077256 = -473506.297568
  nChanged 29
		SP:Iteration 18Q (6817.560000 sec): 3 clusters
  Score: Raw -476289.411717 + Penalty 2774.077256 = -473515.334461
  nChanged 23
		SP:Iteration 19Q (6817.570000 sec): 3 clusters
  Score: Raw -476298.514911 + Penalty 2774.077256 = -473524.437654
  nChanged 30
		SP:Iteration 20F (6817.580000 sec): 3 clusters
  Score: Raw -476307.517523 + Penalty 2774.077256 = -473533.440267
  nChanged 20
		SP:Iteration 21Q (6817.590000 sec): 3 clusters
  Score: Raw -476313.926411 + Penalty 2774.077256 = -473539.849155
  nChanged 13
		SP:Iteration 22Q (6817.600000 sec): 3 clusters
  Score: Raw -476316.502996 + Penalty 2774.077256 = -473542.425739
  nChanged 7
		SP:Iteration 23Q (6817.610000 sec): 3 clusters
  Score: Raw -476318.036432 + Penalty 2774.077256 = -473543.959175
  nChanged 6
		SP:Iteration 24Q (6817.620000 sec): 3 clusters
  Score: Raw -476319.218628 + Penalty 2774.077256 = -473545.141372
  nChanged 3
		SP:Iteration 25Q (6817.640000 sec): 3 clusters
  Score: Raw -476320.126803 + Penalty 2774.077256 = -473546.049546
  nChanged 5
		SP:Iteration 26Q (6817.650000 sec): 3 clusters
  Score: Raw -476321.225056 + Penalty 2774.077256 = -473547.147800
  nChanged 5
		SP:Iteration 27Q (6817.660000 sec): 3 clusters
  Score: Raw -476322.189608 + Penalty 2774.077256 = -473548.112352
  nChanged 3
		SP:Iteration 28Q (6817.670000 sec): 3 clusters
  Score: Raw -476322.905653 + Penalty 2774.077256 = -473548.828397
  nChanged 2
		SP:Iteration 29Q (6817.680000 sec): 3 clusters
  Score: Raw -476323.643731 + Penalty 2774.077256 = -473549.566475
  nChanged 4
		SP:Iteration 30Q (6817.690000 sec): 3 clusters
  Score: Raw -476324.954564 + Penalty 2774.077256 = -473550.877308
  nChanged 5
		SP:Iteration 31Q (6817.700000 sec): 3 clusters
  Score: Raw -476325.965550 + Penalty 2774.077256 = -473551.888294
  nChanged 3
		SP:Iteration 32Q (6817.720000 sec): 3 clusters
  Score: Raw -476327.045134 + Penalty 2774.077256 = -473552.967878
  nChanged 3
		SP:Iteration 33Q (6817.730000 sec): 3 clusters
  Score: Raw -476327.491755 + Penalty 2774.077256 = -473553.414498
  nChanged 0
		SP:Iteration 34F (6817.740000 sec): 3 clusters
  Score: Raw -476327.491755 + Penalty 2774.077256 = -473553.414498
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (118756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6818.120000 sec): 2 clusters
  Score: Raw -12205154.227025 + Penalty 1898.784265 = -12203255.442759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6818.430000 sec): 3 clusters
  Score: Raw -12127696.208773 + Penalty 3797.568530 = -12123898.640242
  nChanged 56760
		SP:Iteration 1F (6818.740000 sec): 3 clusters
  Score: Raw -12161671.952225 + Penalty 3797.568530 = -12157874.383695
  nChanged 4738
		SP:Iteration 2Q (6819.050000 sec): 3 clusters
  Score: Raw -12163542.488519 + Penalty 3797.568530 = -12159744.919989
  nChanged 5686
		SP:Iteration 3Q (6819.370000 sec): 3 clusters
  Score: Raw -12166335.816256 + Penalty 3797.568530 = -12162538.247726
  nChanged 6840
		SP:Iteration 4F (6819.670000 sec): 3 clusters
  Score: Raw -12170114.785678 + Penalty 3797.568530 = -12166317.217148
  nChanged 7560
		SP:Iteration 5F (6819.980000 sec): 3 clusters
  Score: Raw -12174994.182058 + Penalty 3797.568530 = -12171196.613528
  nChanged 8121
		SP:Iteration 6F (6820.280000 sec): 3 clusters
  Score: Raw -12181189.123422 + Penalty 3797.568530 = -12177391.554892
  nChanged 7960
		SP:Iteration 7F (6820.590000 sec): 3 clusters
  Score: Raw -12187950.159732 + Penalty 3797.568530 = -12184152.591202
  nChanged 7030
		SP:Iteration 8F (6820.890000 sec): 3 clusters
  Score: Raw -12194254.858100 + Penalty 3797.568530 = -12190457.289569
  nChanged 5372
		SP:Iteration 9Q (6821.180000 sec): 3 clusters
  Score: Raw -12198840.860473 + Penalty 3797.568530 = -12195043.291943
  nChanged 3909
		SP:Iteration 10Q (6821.460000 sec): 3 clusters
  Score: Raw -12201808.228136 + Penalty 3797.568530 = -12198010.659606
  nChanged 2782
		SP:Iteration 11Q (6821.720000 sec): 3 clusters
  Score: Raw -12203699.928158 + Penalty 3797.568530 = -12199902.359627
  nChanged 1994
		SP:Iteration 12Q (6821.980000 sec): 3 clusters
  Score: Raw -12204975.240136 + Penalty 3797.568530 = -12201177.671606
  nChanged 1374
		SP:Iteration 13Q (6822.220000 sec): 3 clusters
  Score: Raw -12205837.538980 + Penalty 3797.568530 = -12202039.970450
  nChanged 939
		SP:Iteration 14Q (6822.460000 sec): 3 clusters
  Score: Raw -12206393.381338 + Penalty 3797.568530 = -12202595.812808
  nChanged 599
		SP:Iteration 15Q (6822.700000 sec): 3 clusters
  Score: Raw -12206706.055600 + Penalty 3797.568530 = -12202908.487070
  nChanged 411
		SP:Iteration 16Q (6822.930000 sec): 3 clusters
  Score: Raw -12206872.964999 + Penalty 3797.568530 = -12203075.396468
  nChanged 300
		SP:Iteration 17Q (6823.160000 sec): 3 clusters
  Score: Raw -12206971.952506 + Penalty 3797.568530 = -12203174.383976
  nChanged 216
		SP:Iteration 18Q (6823.380000 sec): 3 clusters
  Score: Raw -12207031.861742 + Penalty 3797.568530 = -12203234.293211
  nChanged 165
		SP:Iteration 19Q (6823.600000 sec): 3 clusters
  Score: Raw -12207069.333634 + Penalty 3797.568530 = -12203271.765103
  nChanged 119
		SP:Iteration 20F (6823.900000 sec): 3 clusters
  Score: Raw -12207092.627004 + Penalty 3797.568530 = -12203295.058474
  nChanged 77
		SP:Iteration 21Q (6824.130000 sec): 3 clusters
  Score: Raw -12207107.234189 + Penalty 3797.568530 = -12203309.665659
  nChanged 60
		SP:Iteration 22Q (6824.350000 sec): 3 clusters
  Score: Raw -12207117.620069 + Penalty 3797.568530 = -12203320.051539
  nChanged 48
		SP:Iteration 23Q (6824.570000 sec): 3 clusters
  Score: Raw -12207125.937436 + Penalty 3797.568530 = -12203328.368906
  nChanged 32
		SP:Iteration 24Q (6824.790000 sec): 3 clusters
  Score: Raw -12207129.714837 + Penalty 3797.568530 = -12203332.146307
  nChanged 23
		SP:Iteration 25Q (6825.010000 sec): 3 clusters
  Score: Raw -12207131.965787 + Penalty 3797.568530 = -12203334.397256
  nChanged 20
		SP:Iteration 26Q (6825.230000 sec): 3 clusters
  Score: Raw -12207134.517349 + Penalty 3797.568530 = -12203336.948818
  nChanged 16
		SP:Iteration 27Q (6825.450000 sec): 3 clusters
  Score: Raw -12207136.198500 + Penalty 3797.568530 = -12203338.629969
  nChanged 12
		SP:Iteration 28Q (6825.670000 sec): 3 clusters
  Score: Raw -12207137.425560 + Penalty 3797.568530 = -12203339.857030
  nChanged 10
		SP:Iteration 29Q (6825.890000 sec): 3 clusters
  Score: Raw -12207138.385872 + Penalty 3797.568530 = -12203340.817342
  nChanged 7
		SP:Iteration 30Q (6826.110000 sec): 3 clusters
  Score: Raw -12207139.480919 + Penalty 3797.568530 = -12203341.912389
  nChanged 9
		SP:Iteration 31Q (6826.330000 sec): 3 clusters
  Score: Raw -12207140.373854 + Penalty 3797.568530 = -12203342.805323
  nChanged 6
		SP:Iteration 32Q (6826.560000 sec): 3 clusters
  Score: Raw -12207140.756323 + Penalty 3797.568530 = -12203343.187792
  nChanged 2
		SP:Iteration 33Q (6826.770000 sec): 3 clusters
  Score: Raw -12207140.813644 + Penalty 3797.568530 = -12203343.245114
  nChanged 1
		SP:Iteration 34Q (6826.990000 sec): 3 clusters
  Score: Raw -12207140.846657 + Penalty 3797.568530 = -12203343.278127
  nChanged 0
		SP:Iteration 35F (6827.300000 sec): 3 clusters
  Score: Raw -12207140.846657 + Penalty 3797.568530 = -12203343.278127
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6827.380000 sec): 2 clusters
  Score: Raw -75702.675328 + Penalty 1124.448626 = -74578.226702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6827.380000 sec): 3 clusters
  Score: Raw -75394.754483 + Penalty 2248.897251 = -73145.857231
  nChanged 305
		SP:Iteration 1F (6827.390000 sec): 3 clusters
  Score: Raw -75855.241361 + Penalty 2248.897251 = -73606.344110
  nChanged 104
		SP:Iteration 2F (6827.390000 sec): 3 clusters
  Score: Raw -76070.988692 + Penalty 2248.897251 = -73822.091440
  nChanged 71
		SP:Iteration 3F (6827.390000 sec): 3 clusters
  Score: Raw -76168.220361 + Penalty 2248.897251 = -73919.323110
  nChanged 35
		SP:Iteration 4Q (6827.390000 sec): 3 clusters
  Score: Raw -76236.643901 + Penalty 2248.897251 = -73987.746650
  nChanged 22
		SP:Iteration 5Q (6827.390000 sec): 3 clusters
  Score: Raw -76271.121138 + Penalty 2248.897251 = -74022.223887
  nChanged 16
		SP:Iteration 6Q (6827.390000 sec): 3 clusters
  Score: Raw -76293.705248 + Penalty 2248.897251 = -74044.807996
  nChanged 13
		SP:Iteration 7Q (6827.400000 sec): 3 clusters
  Score: Raw -76314.481018 + Penalty 2248.897251 = -74065.583766
  nChanged 9
		SP:Iteration 8Q (6827.400000 sec): 3 clusters
  Score: Raw -76328.794704 + Penalty 2248.897251 = -74079.897453
  nChanged 11
		SP:Iteration 9Q (6827.400000 sec): 3 clusters
  Score: Raw -76350.537579 + Penalty 2248.897251 = -74101.640328
  nChanged 14
		SP:Iteration 10Q (6827.410000 sec): 3 clusters
  Score: Raw -76379.849635 + Penalty 2248.897251 = -74130.952384
  nChanged 9
		SP:Iteration 11Q (6827.410000 sec): 3 clusters
  Score: Raw -76388.523091 + Penalty 2248.897251 = -74139.625840
  nChanged 5
		SP:Iteration 12Q (6827.410000 sec): 3 clusters
  Score: Raw -76395.154450 + Penalty 2248.897251 = -74146.257199
  nChanged 2
		SP:Iteration 13Q (6827.410000 sec): 3 clusters
  Score: Raw -76396.611199 + Penalty 2248.897251 = -74147.713947
  nChanged 2
		SP:Iteration 14Q (6827.410000 sec): 3 clusters
  Score: Raw -76399.322124 + Penalty 2248.897251 = -74150.424873
  nChanged 1
		SP:Iteration 15Q (6827.410000 sec): 3 clusters
  Score: Raw -76400.279377 + Penalty 2248.897251 = -74151.382125
  nChanged 1
		SP:Iteration 16Q (6827.420000 sec): 3 clusters
  Score: Raw -76401.395397 + Penalty 2248.897251 = -74152.498146
  nChanged 1
		SP:Iteration 17Q (6827.420000 sec): 3 clusters
  Score: Raw -76402.490220 + Penalty 2248.897251 = -74153.592968
  nChanged 0
		SP:Iteration 18F (6827.420000 sec): 3 clusters
  Score: Raw -76402.490220 + Penalty 2248.897251 = -74153.592968
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6827.430000 sec): 2 clusters
  Score: Raw -379399.008747 + Penalty 1351.040817 = -378047.967930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6827.450000 sec): 3 clusters
  Score: Raw -377441.148831 + Penalty 2702.081634 = -374739.067197
  nChanged 1585
		SP:Iteration 1F (6827.450000 sec): 3 clusters
  Score: Raw -378638.512242 + Penalty 2702.081634 = -375936.430608
  nChanged 386
		SP:Iteration 2F (6827.470000 sec): 3 clusters
  Score: Raw -378995.490325 + Penalty 2702.081634 = -376293.408691
  nChanged 303
		SP:Iteration 3F (6827.470000 sec): 3 clusters
  Score: Raw -379287.508292 + Penalty 2702.081634 = -376585.426658
  nChanged 225
		SP:Iteration 4F (6827.490000 sec): 3 clusters
  Score: Raw -379492.541325 + Penalty 2702.081634 = -376790.459691
  nChanged 203
		SP:Iteration 5Q (6827.490000 sec): 3 clusters
  Score: Raw -379646.031177 + Penalty 2702.081634 = -376943.949543
  nChanged 155
		SP:Iteration 6Q (6827.500000 sec): 3 clusters
  Score: Raw -379773.240818 + Penalty 2702.081634 = -377071.159184
  nChanged 149
		SP:Iteration 7Q (6827.510000 sec): 3 clusters
  Score: Raw -379903.587313 + Penalty 2702.081634 = -377201.505679
  nChanged 128
		SP:Iteration 8Q (6827.520000 sec): 3 clusters
  Score: Raw -380001.696081 + Penalty 2702.081634 = -377299.614447
  nChanged 116
		SP:Iteration 9Q (6827.530000 sec): 3 clusters
  Score: Raw -380109.329245 + Penalty 2702.081634 = -377407.247610
  nChanged 112
		SP:Iteration 10Q (6827.540000 sec): 3 clusters
  Score: Raw -380208.844587 + Penalty 2702.081634 = -377506.762953
  nChanged 94
		SP:Iteration 11Q (6827.550000 sec): 3 clusters
  Score: Raw -380294.807506 + Penalty 2702.081634 = -377592.725872
  nChanged 71
		SP:Iteration 12Q (6827.560000 sec): 3 clusters
  Score: Raw -380342.924712 + Penalty 2702.081634 = -377640.843078
  nChanged 50
		SP:Iteration 13Q (6827.570000 sec): 3 clusters
  Score: Raw -380368.631997 + Penalty 2702.081634 = -377666.550363
  nChanged 25
		SP:Iteration 14Q (6827.570000 sec): 3 clusters
  Score: Raw -380381.775655 + Penalty 2702.081634 = -377679.694021
  nChanged 23
		SP:Iteration 15Q (6827.580000 sec): 3 clusters
  Score: Raw -380390.089971 + Penalty 2702.081634 = -377688.008337
  nChanged 10
		SP:Iteration 16Q (6827.590000 sec): 3 clusters
  Score: Raw -380394.330681 + Penalty 2702.081634 = -377692.249047
  nChanged 16
		SP:Iteration 17Q (6827.600000 sec): 3 clusters
  Score: Raw -380401.798450 + Penalty 2702.081634 = -377699.716816
  nChanged 17
		SP:Iteration 18Q (6827.610000 sec): 3 clusters
  Score: Raw -380407.429967 + Penalty 2702.081634 = -377705.348333
  nChanged 7
		SP:Iteration 19Q (6827.610000 sec): 3 clusters
  Score: Raw -380409.760586 + Penalty 2702.081634 = -377707.678952
  nChanged 9
		SP:Iteration 20F (6827.620000 sec): 3 clusters
  Score: Raw -380412.642098 + Penalty 2702.081634 = -377710.560464
  nChanged 4
		SP:Iteration 21Q (6827.630000 sec): 3 clusters
  Score: Raw -380414.330477 + Penalty 2702.081634 = -377712.248843
  nChanged 4
		SP:Iteration 22Q (6827.640000 sec): 3 clusters
  Score: Raw -380416.082599 + Penalty 2702.081634 = -377714.000965
  nChanged 9
		SP:Iteration 23Q (6827.650000 sec): 3 clusters
  Score: Raw -380418.716395 + Penalty 2702.081634 = -377716.634761
  nChanged 7
		SP:Iteration 24Q (6827.660000 sec): 3 clusters
  Score: Raw -380420.726509 + Penalty 2702.081634 = -377718.644875
  nChanged 4
		SP:Iteration 25Q (6827.670000 sec): 3 clusters
  Score: Raw -380422.149093 + Penalty 2702.081634 = -377720.067459
  nChanged 5
		SP:Iteration 26Q (6827.670000 sec): 3 clusters
  Score: Raw -380424.384616 + Penalty 2702.081634 = -377722.302982
  nChanged 6
		SP:Iteration 27Q (6827.680000 sec): 3 clusters
  Score: Raw -380426.539825 + Penalty 2702.081634 = -377724.458191
  nChanged 3
		SP:Iteration 28Q (6827.690000 sec): 3 clusters
  Score: Raw -380427.051127 + Penalty 2702.081634 = -377724.969493
  nChanged 2
		SP:Iteration 29Q (6827.700000 sec): 3 clusters
  Score: Raw -380427.505355 + Penalty 2702.081634 = -377725.423721
  nChanged 1
		SP:Iteration 30Q (6827.710000 sec): 3 clusters
  Score: Raw -380427.585988 + Penalty 2702.081634 = -377725.504354
  nChanged 1
		SP:Iteration 31Q (6827.710000 sec): 3 clusters
  Score: Raw -380428.044488 + Penalty 2702.081634 = -377725.962854
  nChanged 2
		SP:Iteration 32Q (6827.720000 sec): 3 clusters
  Score: Raw -380428.553815 + Penalty 2702.081634 = -377726.472181
  nChanged 3
		SP:Iteration 33Q (6827.730000 sec): 3 clusters
  Score: Raw -380429.385506 + Penalty 2702.081634 = -377727.303872
  nChanged 5
		SP:Iteration 34Q (6827.740000 sec): 3 clusters
  Score: Raw -380430.445328 + Penalty 2702.081634 = -377728.363694
  nChanged 3
		SP:Iteration 35Q (6827.750000 sec): 3 clusters
  Score: Raw -380431.053660 + Penalty 2702.081634 = -377728.972026
  nChanged 2
		SP:Iteration 36Q (6827.750000 sec): 3 clusters
  Score: Raw -380431.534684 + Penalty 2702.081634 = -377729.453050
  nChanged 1
		SP:Iteration 37Q (6827.760000 sec): 3 clusters
  Score: Raw -380431.896712 + Penalty 2702.081634 = -377729.815078
  nChanged 1
		SP:Iteration 38Q (6827.770000 sec): 3 clusters
  Score: Raw -380432.097456 + Penalty 2702.081634 = -377730.015822
  nChanged 1
		SP:Iteration 39Q (6827.780000 sec): 3 clusters
  Score: Raw -380432.445115 + Penalty 2702.081634 = -377730.363481
  nChanged 0
		SP:Iteration 40F (6827.790000 sec): 3 clusters
  Score: Raw -380432.445115 + Penalty 2702.081634 = -377730.363481
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (10743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6827.820000 sec): 2 clusters
  Score: Raw -1014593.718217 + Penalty 1508.326570 = -1013085.391647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6827.850000 sec): 3 clusters
  Score: Raw -1008507.822115 + Penalty 3016.653139 = -1005491.168976
  nChanged 4704
		SP:Iteration 1F (6827.870000 sec): 3 clusters
  Score: Raw -1011188.393461 + Penalty 3016.653139 = -1008171.740321
  nChanged 721
		SP:Iteration 2F (6827.900000 sec): 3 clusters
  Score: Raw -1011674.585104 + Penalty 3016.653139 = -1008657.931964
  nChanged 736
		SP:Iteration 3F (6827.930000 sec): 3 clusters
  Score: Raw -1012281.972023 + Penalty 3016.653139 = -1009265.318884
  nChanged 784
		SP:Iteration 4F (6827.950000 sec): 3 clusters
  Score: Raw -1013003.568813 + Penalty 3016.653139 = -1009986.915674
  nChanged 811
		SP:Iteration 5F (6827.980000 sec): 3 clusters
  Score: Raw -1013713.272532 + Penalty 3016.653139 = -1010696.619393
  nChanged 697
		SP:Iteration 6F (6828.000000 sec): 3 clusters
  Score: Raw -1014230.465967 + Penalty 3016.653139 = -1011213.812827
  nChanged 545
		SP:Iteration 7F (6828.030000 sec): 3 clusters
  Score: Raw -1014603.341891 + Penalty 3016.653139 = -1011586.688752
  nChanged 430
		SP:Iteration 8Q (6828.050000 sec): 3 clusters
  Score: Raw -1014831.561908 + Penalty 3016.653139 = -1011814.908769
  nChanged 306
		SP:Iteration 9Q (6828.080000 sec): 3 clusters
  Score: Raw -1014966.772219 + Penalty 3016.653139 = -1011950.119080
  nChanged 226
		SP:Iteration 10Q (6828.100000 sec): 3 clusters
  Score: Raw -1015049.085797 + Penalty 3016.653139 = -1012032.432658
  nChanged 191
		SP:Iteration 11Q (6828.130000 sec): 3 clusters
  Score: Raw -1015120.424372 + Penalty 3016.653139 = -1012103.771233
  nChanged 144
		SP:Iteration 12Q (6828.150000 sec): 3 clusters
  Score: Raw -1015163.352066 + Penalty 3016.653139 = -1012146.698927
  nChanged 118
		SP:Iteration 13Q (6828.170000 sec): 3 clusters
  Score: Raw -1015200.956898 + Penalty 3016.653139 = -1012184.303759
  nChanged 104
		SP:Iteration 14Q (6828.200000 sec): 3 clusters
  Score: Raw -1015225.722931 + Penalty 3016.653139 = -1012209.069792
  nChanged 74
		SP:Iteration 15Q (6828.220000 sec): 3 clusters
  Score: Raw -1015242.007502 + Penalty 3016.653139 = -1012225.354363
  nChanged 71
		SP:Iteration 16Q (6828.250000 sec): 3 clusters
  Score: Raw -1015257.213833 + Penalty 3016.653139 = -1012240.560693
  nChanged 60
		SP:Iteration 17Q (6828.270000 sec): 3 clusters
  Score: Raw -1015267.821010 + Penalty 3016.653139 = -1012251.167870
  nChanged 43
		SP:Iteration 18Q (6828.290000 sec): 3 clusters
  Score: Raw -1015275.156408 + Penalty 3016.653139 = -1012258.503269
  nChanged 42
		SP:Iteration 19Q (6828.320000 sec): 3 clusters
  Score: Raw -1015284.114269 + Penalty 3016.653139 = -1012267.461130
  nChanged 43
		SP:Iteration 20F (6828.340000 sec): 3 clusters
  Score: Raw -1015292.135480 + Penalty 3016.653139 = -1012275.482341
  nChanged 37
		SP:Iteration 21Q (6828.370000 sec): 3 clusters
  Score: Raw -1015298.511739 + Penalty 3016.653139 = -1012281.858600
  nChanged 37
		SP:Iteration 22Q (6828.390000 sec): 3 clusters
  Score: Raw -1015303.456337 + Penalty 3016.653139 = -1012286.803198
  nChanged 24
		SP:Iteration 23Q (6828.410000 sec): 3 clusters
  Score: Raw -1015307.383611 + Penalty 3016.653139 = -1012290.730472
  nChanged 17
		SP:Iteration 24Q (6828.440000 sec): 3 clusters
  Score: Raw -1015310.754889 + Penalty 3016.653139 = -1012294.101750
  nChanged 21
		SP:Iteration 25Q (6828.460000 sec): 3 clusters
  Score: Raw -1015314.612100 + Penalty 3016.653139 = -1012297.958961
  nChanged 28
		SP:Iteration 26Q (6828.490000 sec): 3 clusters
  Score: Raw -1015320.235477 + Penalty 3016.653139 = -1012303.582337
  nChanged 25
		SP:Iteration 27Q (6828.510000 sec): 3 clusters
  Score: Raw -1015325.555696 + Penalty 3016.653139 = -1012308.902557
  nChanged 30
		SP:Iteration 28Q (6828.530000 sec): 3 clusters
  Score: Raw -1015332.612111 + Penalty 3016.653139 = -1012315.958972
  nChanged 40
		SP:Iteration 29Q (6828.560000 sec): 3 clusters
  Score: Raw -1015341.185852 + Penalty 3016.653139 = -1012324.532713
  nChanged 38
		SP:Iteration 30Q (6828.580000 sec): 3 clusters
  Score: Raw -1015348.700824 + Penalty 3016.653139 = -1012332.047685
  nChanged 40
		SP:Iteration 31Q (6828.610000 sec): 3 clusters
  Score: Raw -1015356.462807 + Penalty 3016.653139 = -1012339.809668
  nChanged 48
		SP:Iteration 32Q (6828.630000 sec): 3 clusters
  Score: Raw -1015364.927536 + Penalty 3016.653139 = -1012348.274397
  nChanged 44
		SP:Iteration 33Q (6828.650000 sec): 3 clusters
  Score: Raw -1015372.904636 + Penalty 3016.653139 = -1012356.251497
  nChanged 29
		SP:Iteration 34Q (6828.670000 sec): 3 clusters
  Score: Raw -1015379.355943 + Penalty 3016.653139 = -1012362.702804
  nChanged 39
		SP:Iteration 35Q (6828.700000 sec): 3 clusters
  Score: Raw -1015388.014674 + Penalty 3016.653139 = -1012371.361535
  nChanged 42
		SP:Iteration 36Q (6828.720000 sec): 3 clusters
  Score: Raw -1015397.101018 + Penalty 3016.653139 = -1012380.447879
  nChanged 29
		SP:Iteration 37Q (6828.750000 sec): 3 clusters
  Score: Raw -1015403.888799 + Penalty 3016.653139 = -1012387.235660
  nChanged 38
		SP:Iteration 38Q (6828.770000 sec): 3 clusters
  Score: Raw -1015413.687920 + Penalty 3016.653139 = -1012397.034781
  nChanged 41
		SP:Iteration 39Q (6828.790000 sec): 3 clusters
  Score: Raw -1015423.487936 + Penalty 3016.653139 = -1012406.834797
  nChanged 42
		SP:Iteration 40F (6828.810000 sec): 3 clusters
  Score: Raw -1015433.546568 + Penalty 3016.653139 = -1012416.893429
  nChanged 38
		SP:Iteration 41Q (6828.840000 sec): 3 clusters
  Score: Raw -1015442.941474 + Penalty 3016.653139 = -1012426.288335
  nChanged 37
		SP:Iteration 42Q (6828.860000 sec): 3 clusters
  Score: Raw -1015449.716917 + Penalty 3016.653139 = -1012433.063778
  nChanged 31
		SP:Iteration 43Q (6828.890000 sec): 3 clusters
  Score: Raw -1015454.703389 + Penalty 3016.653139 = -1012438.050250
  nChanged 23
		SP:Iteration 44Q (6828.910000 sec): 3 clusters
  Score: Raw -1015458.144329 + Penalty 3016.653139 = -1012441.491190
  nChanged 15
		SP:Iteration 45Q (6828.930000 sec): 3 clusters
  Score: Raw -1015460.290938 + Penalty 3016.653139 = -1012443.637799
  nChanged 19
		SP:Iteration 46Q (6828.950000 sec): 3 clusters
  Score: Raw -1015464.008299 + Penalty 3016.653139 = -1012447.355160
  nChanged 22
		SP:Iteration 47Q (6828.980000 sec): 3 clusters
  Score: Raw -1015466.896359 + Penalty 3016.653139 = -1012450.243220
  nChanged 18
		SP:Iteration 48Q (6829.000000 sec): 3 clusters
  Score: Raw -1015469.918720 + Penalty 3016.653139 = -1012453.265581
  nChanged 16
		SP:Iteration 49Q (6829.030000 sec): 3 clusters
  Score: Raw -1015471.895766 + Penalty 3016.653139 = -1012455.242627
  nChanged 8
		SP:Iteration 50Q (6829.050000 sec): 3 clusters
  Score: Raw -1015472.914258 + Penalty 3016.653139 = -1012456.261119
  nChanged 7
		SP:Iteration 51Q (6829.070000 sec): 3 clusters
  Score: Raw -1015473.932043 + Penalty 3016.653139 = -1012457.278904
  nChanged 12
		SP:Iteration 52Q (6829.090000 sec): 3 clusters
  Score: Raw -1015475.376227 + Penalty 3016.653139 = -1012458.723088
  nChanged 10
		SP:Iteration 53Q (6829.120000 sec): 3 clusters
  Score: Raw -1015476.706055 + Penalty 3016.653139 = -1012460.052916
  nChanged 14
		SP:Iteration 54Q (6829.140000 sec): 3 clusters
  Score: Raw -1015478.722316 + Penalty 3016.653139 = -1012462.069177
  nChanged 10
		SP:Iteration 55Q (6829.160000 sec): 3 clusters
  Score: Raw -1015479.880446 + Penalty 3016.653139 = -1012463.227307
  nChanged 9
		SP:Iteration 56Q (6829.190000 sec): 3 clusters
  Score: Raw -1015481.077272 + Penalty 3016.653139 = -1012464.424133
  nChanged 11
		SP:Iteration 57Q (6829.210000 sec): 3 clusters
  Score: Raw -1015482.853538 + Penalty 3016.653139 = -1012466.200399
  nChanged 10
		SP:Iteration 58Q (6829.230000 sec): 3 clusters
  Score: Raw -1015484.601680 + Penalty 3016.653139 = -1012467.948541
  nChanged 7
		SP:Iteration 59Q (6829.250000 sec): 3 clusters
  Score: Raw -1015485.946688 + Penalty 3016.653139 = -1012469.293549
  nChanged 12
		SP:Iteration 60F (6829.280000 sec): 3 clusters
  Score: Raw -1015487.517847 + Penalty 3016.653139 = -1012470.864708
  nChanged 12
		SP:Iteration 61Q (6829.300000 sec): 3 clusters
  Score: Raw -1015489.555516 + Penalty 3016.653139 = -1012472.902377
  nChanged 13
		SP:Iteration 62Q (6829.330000 sec): 3 clusters
  Score: Raw -1015491.338451 + Penalty 3016.653139 = -1012474.685312
  nChanged 10
		SP:Iteration 63Q (6829.350000 sec): 3 clusters
  Score: Raw -1015492.680462 + Penalty 3016.653139 = -1012476.027323
  nChanged 11
		SP:Iteration 64Q (6829.370000 sec): 3 clusters
  Score: Raw -1015493.965066 + Penalty 3016.653139 = -1012477.311927
  nChanged 10
		SP:Iteration 65Q (6829.390000 sec): 3 clusters
  Score: Raw -1015495.223134 + Penalty 3016.653139 = -1012478.569995
  nChanged 4
		SP:Iteration 66Q (6829.410000 sec): 3 clusters
  Score: Raw -1015496.107487 + Penalty 3016.653139 = -1012479.454348
  nChanged 8
		SP:Iteration 67Q (6829.430000 sec): 3 clusters
  Score: Raw -1015497.573815 + Penalty 3016.653139 = -1012480.920676
  nChanged 9
		SP:Iteration 68Q (6829.460000 sec): 3 clusters
  Score: Raw -1015498.759263 + Penalty 3016.653139 = -1012482.106124
  nChanged 4
		SP:Iteration 69Q (6829.480000 sec): 3 clusters
  Score: Raw -1015498.947270 + Penalty 3016.653139 = -1012482.294131
  nChanged 1
		SP:Iteration 70Q (6829.510000 sec): 3 clusters
  Score: Raw -1015499.001354 + Penalty 3016.653139 = -1012482.348215
  nChanged 1
		SP:Iteration 71Q (6829.530000 sec): 3 clusters
  Score: Raw -1015499.160068 + Penalty 3016.653139 = -1012482.506929
  nChanged 2
		SP:Iteration 72Q (6829.550000 sec): 3 clusters
  Score: Raw -1015499.484480 + Penalty 3016.653139 = -1012482.831341
  nChanged 3
		SP:Iteration 73Q (6829.570000 sec): 3 clusters
  Score: Raw -1015499.944255 + Penalty 3016.653139 = -1012483.291116
  nChanged 1
		SP:Iteration 74Q (6829.590000 sec): 3 clusters
  Score: Raw -1015500.017458 + Penalty 3016.653139 = -1012483.364318
  nChanged 2
		SP:Iteration 75Q (6829.620000 sec): 3 clusters
  Score: Raw -1015500.268953 + Penalty 3016.653139 = -1012483.615814
  nChanged 1
		SP:Iteration 76Q (6829.640000 sec): 3 clusters
  Score: Raw -1015500.346792 + Penalty 3016.653139 = -1012483.693653
  nChanged 0
		SP:Iteration 77F (6829.670000 sec): 3 clusters
  Score: Raw -1015500.346792 + Penalty 3016.653139 = -1012483.693653
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6829.690000 sec): 2 clusters
  Score: Raw -976298.795475 + Penalty 1488.105500 = -974810.689975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6829.720000 sec): 3 clusters
  Score: Raw -970898.447635 + Penalty 2976.211000 = -967922.236636
  nChanged 4138
		SP:Iteration 1F (6829.740000 sec): 3 clusters
  Score: Raw -973268.788284 + Penalty 2976.211000 = -970292.577284
  nChanged 717
		SP:Iteration 2F (6829.760000 sec): 3 clusters
  Score: Raw -973726.713914 + Penalty 2976.211000 = -970750.502915
  nChanged 711
		SP:Iteration 3F (6829.790000 sec): 3 clusters
  Score: Raw -974237.195762 + Penalty 2976.211000 = -971260.984762
  nChanged 704
		SP:Iteration 4F (6829.810000 sec): 3 clusters
  Score: Raw -974755.480523 + Penalty 2976.211000 = -971779.269523
  nChanged 617
		SP:Iteration 5F (6829.830000 sec): 3 clusters
  Score: Raw -975151.155128 + Penalty 2976.211000 = -972174.944128
  nChanged 498
		SP:Iteration 6F (6829.850000 sec): 3 clusters
  Score: Raw -975437.012934 + Penalty 2976.211000 = -972460.801934
  nChanged 353
		SP:Iteration 7Q (6829.870000 sec): 3 clusters
  Score: Raw -975608.193301 + Penalty 2976.211000 = -972631.982301
  nChanged 256
		SP:Iteration 8Q (6829.900000 sec): 3 clusters
  Score: Raw -975717.068355 + Penalty 2976.211000 = -972740.857355
  nChanged 188
		SP:Iteration 9Q (6829.920000 sec): 3 clusters
  Score: Raw -975792.994053 + Penalty 2976.211000 = -972816.783053
  nChanged 170
		SP:Iteration 10Q (6829.940000 sec): 3 clusters
  Score: Raw -975857.688843 + Penalty 2976.211000 = -972881.477843
  nChanged 148
		SP:Iteration 11Q (6829.970000 sec): 3 clusters
  Score: Raw -975905.398421 + Penalty 2976.211000 = -972929.187422
  nChanged 117
		SP:Iteration 12Q (6829.990000 sec): 3 clusters
  Score: Raw -975938.440112 + Penalty 2976.211000 = -972962.229113
  nChanged 105
		SP:Iteration 13Q (6830.010000 sec): 3 clusters
  Score: Raw -975962.949901 + Penalty 2976.211000 = -972986.738901
  nChanged 83
		SP:Iteration 14Q (6830.030000 sec): 3 clusters
  Score: Raw -975980.815765 + Penalty 2976.211000 = -973004.604765
  nChanged 70
		SP:Iteration 15Q (6830.060000 sec): 3 clusters
  Score: Raw -975994.981459 + Penalty 2976.211000 = -973018.770459
  nChanged 49
		SP:Iteration 16Q (6830.080000 sec): 3 clusters
  Score: Raw -976004.957533 + Penalty 2976.211000 = -973028.746534
  nChanged 43
		SP:Iteration 17Q (6830.100000 sec): 3 clusters
  Score: Raw -976013.445857 + Penalty 2976.211000 = -973037.234857
  nChanged 37
		SP:Iteration 18Q (6830.120000 sec): 3 clusters
  Score: Raw -976020.868125 + Penalty 2976.211000 = -973044.657126
  nChanged 32
		SP:Iteration 19Q (6830.150000 sec): 3 clusters
  Score: Raw -976027.306821 + Penalty 2976.211000 = -973051.095821
  nChanged 39
		SP:Iteration 20F (6830.170000 sec): 3 clusters
  Score: Raw -976035.479798 + Penalty 2976.211000 = -973059.268798
  nChanged 35
		SP:Iteration 21Q (6830.190000 sec): 3 clusters
  Score: Raw -976041.409067 + Penalty 2976.211000 = -973065.198068
  nChanged 39
		SP:Iteration 22Q (6830.210000 sec): 3 clusters
  Score: Raw -976049.037518 + Penalty 2976.211000 = -973072.826519
  nChanged 35
		SP:Iteration 23Q (6830.230000 sec): 3 clusters
  Score: Raw -976057.207445 + Penalty 2976.211000 = -973080.996445
  nChanged 47
		SP:Iteration 24Q (6830.260000 sec): 3 clusters
  Score: Raw -976068.740104 + Penalty 2976.211000 = -973092.529105
  nChanged 51
		SP:Iteration 25Q (6830.280000 sec): 3 clusters
  Score: Raw -976080.172560 + Penalty 2976.211000 = -973103.961561
  nChanged 50
		SP:Iteration 26Q (6830.300000 sec): 3 clusters
  Score: Raw -976092.390593 + Penalty 2976.211000 = -973116.179593
  nChanged 57
		SP:Iteration 27Q (6830.330000 sec): 3 clusters
  Score: Raw -976107.894352 + Penalty 2976.211000 = -973131.683352
  nChanged 57
		SP:Iteration 28Q (6830.350000 sec): 3 clusters
  Score: Raw -976124.455123 + Penalty 2976.211000 = -973148.244124
  nChanged 62
		SP:Iteration 29Q (6830.370000 sec): 3 clusters
  Score: Raw -976141.910895 + Penalty 2976.211000 = -973165.699896
  nChanged 65
		SP:Iteration 30Q (6830.390000 sec): 3 clusters
  Score: Raw -976159.656690 + Penalty 2976.211000 = -973183.445691
  nChanged 57
		SP:Iteration 31Q (6830.410000 sec): 3 clusters
  Score: Raw -976177.945087 + Penalty 2976.211000 = -973201.734087
  nChanged 62
		SP:Iteration 32Q (6830.440000 sec): 3 clusters
  Score: Raw -976195.375784 + Penalty 2976.211000 = -973219.164784
  nChanged 64
		SP:Iteration 33Q (6830.460000 sec): 3 clusters
  Score: Raw -976213.289134 + Penalty 2976.211000 = -973237.078134
  nChanged 53
		SP:Iteration 34Q (6830.480000 sec): 3 clusters
  Score: Raw -976227.682830 + Penalty 2976.211000 = -973251.471831
  nChanged 59
		SP:Iteration 35Q (6830.510000 sec): 3 clusters
  Score: Raw -976245.140145 + Penalty 2976.211000 = -973268.929146
  nChanged 60
		SP:Iteration 36Q (6830.530000 sec): 3 clusters
  Score: Raw -976264.260055 + Penalty 2976.211000 = -973288.049056
  nChanged 52
		SP:Iteration 37Q (6830.550000 sec): 3 clusters
  Score: Raw -976281.124654 + Penalty 2976.211000 = -973304.913655
  nChanged 53
		SP:Iteration 38Q (6830.570000 sec): 3 clusters
  Score: Raw -976295.642383 + Penalty 2976.211000 = -973319.431384
  nChanged 47
		SP:Iteration 39Q (6830.590000 sec): 3 clusters
  Score: Raw -976307.444153 + Penalty 2976.211000 = -973331.233153
  nChanged 36
		SP:Iteration 40F (6830.620000 sec): 3 clusters
  Score: Raw -976317.575673 + Penalty 2976.211000 = -973341.364673
  nChanged 36
		SP:Iteration 41Q (6830.640000 sec): 3 clusters
  Score: Raw -976328.332374 + Penalty 2976.211000 = -973352.121375
  nChanged 37
		SP:Iteration 42Q (6830.660000 sec): 3 clusters
  Score: Raw -976339.548218 + Penalty 2976.211000 = -973363.337218
  nChanged 31
		SP:Iteration 43Q (6830.680000 sec): 3 clusters
  Score: Raw -976349.430851 + Penalty 2976.211000 = -973373.219851
  nChanged 34
		SP:Iteration 44Q (6830.710000 sec): 3 clusters
  Score: Raw -976360.992295 + Penalty 2976.211000 = -973384.781296
  nChanged 30
		SP:Iteration 45Q (6830.730000 sec): 3 clusters
  Score: Raw -976373.484723 + Penalty 2976.211000 = -973397.273724
  nChanged 34
		SP:Iteration 46Q (6830.750000 sec): 3 clusters
  Score: Raw -976386.152593 + Penalty 2976.211000 = -973409.941593
  nChanged 30
		SP:Iteration 47Q (6830.770000 sec): 3 clusters
  Score: Raw -976397.078847 + Penalty 2976.211000 = -973420.867848
  nChanged 30
		SP:Iteration 48Q (6830.790000 sec): 3 clusters
  Score: Raw -976407.236572 + Penalty 2976.211000 = -973431.025573
  nChanged 27
		SP:Iteration 49Q (6830.820000 sec): 3 clusters
  Score: Raw -976419.294824 + Penalty 2976.211000 = -973443.083825
  nChanged 32
		SP:Iteration 50Q (6830.840000 sec): 3 clusters
  Score: Raw -976431.242972 + Penalty 2976.211000 = -973455.031972
  nChanged 28
		SP:Iteration 51Q (6830.860000 sec): 3 clusters
  Score: Raw -976441.857198 + Penalty 2976.211000 = -973465.646198
  nChanged 27
		SP:Iteration 52Q (6830.880000 sec): 3 clusters
  Score: Raw -976454.163296 + Penalty 2976.211000 = -973477.952296
  nChanged 24
		SP:Iteration 53Q (6830.900000 sec): 3 clusters
  Score: Raw -976464.507745 + Penalty 2976.211000 = -973488.296745
  nChanged 16
		SP:Iteration 54Q (6830.930000 sec): 3 clusters
  Score: Raw -976471.837880 + Penalty 2976.211000 = -973495.626880
  nChanged 17
		SP:Iteration 55Q (6830.950000 sec): 3 clusters
  Score: Raw -976480.567665 + Penalty 2976.211000 = -973504.356665
  nChanged 17
		SP:Iteration 56Q (6830.970000 sec): 3 clusters
  Score: Raw -976486.747424 + Penalty 2976.211000 = -973510.536424
  nChanged 12
		SP:Iteration 57Q (6830.990000 sec): 3 clusters
  Score: Raw -976493.481694 + Penalty 2976.211000 = -973517.270694
  nChanged 10
		SP:Iteration 58Q (6831.010000 sec): 3 clusters
  Score: Raw -976497.335638 + Penalty 2976.211000 = -973521.124638
  nChanged 10
		SP:Iteration 59Q (6831.030000 sec): 3 clusters
  Score: Raw -976501.529192 + Penalty 2976.211000 = -973525.318192
  nChanged 10
		SP:Iteration 60F (6831.060000 sec): 3 clusters
  Score: Raw -976507.305596 + Penalty 2976.211000 = -973531.094597
  nChanged 13
		SP:Iteration 61Q (6831.080000 sec): 3 clusters
  Score: Raw -976511.732424 + Penalty 2976.211000 = -973535.521424
  nChanged 9
		SP:Iteration 62Q (6831.100000 sec): 3 clusters
  Score: Raw -976515.289725 + Penalty 2976.211000 = -973539.078725
  nChanged 7
		SP:Iteration 63Q (6831.120000 sec): 3 clusters
  Score: Raw -976516.522846 + Penalty 2976.211000 = -973540.311847
  nChanged 3
		SP:Iteration 64Q (6831.140000 sec): 3 clusters
  Score: Raw -976517.817295 + Penalty 2976.211000 = -973541.606295
  nChanged 4
		SP:Iteration 65Q (6831.160000 sec): 3 clusters
  Score: Raw -976518.824131 + Penalty 2976.211000 = -973542.613131
  nChanged 2
		SP:Iteration 66Q (6831.180000 sec): 3 clusters
  Score: Raw -976519.569179 + Penalty 2976.211000 = -973543.358179
  nChanged 4
		SP:Iteration 67Q (6831.210000 sec): 3 clusters
  Score: Raw -976520.466133 + Penalty 2976.211000 = -973544.255134
  nChanged 2
		SP:Iteration 68Q (6831.230000 sec): 3 clusters
  Score: Raw -976521.319906 + Penalty 2976.211000 = -973545.108906
  nChanged 1
		SP:Iteration 69Q (6831.250000 sec): 3 clusters
  Score: Raw -976521.732637 + Penalty 2976.211000 = -973545.521638
  nChanged 1
		SP:Iteration 70Q (6831.270000 sec): 3 clusters
  Score: Raw -976522.030141 + Penalty 2976.211000 = -973545.819142
  nChanged 1
		SP:Iteration 71Q (6831.290000 sec): 3 clusters
  Score: Raw -976522.505526 + Penalty 2976.211000 = -973546.294526
  nChanged 0
		SP:Iteration 72F (6831.310000 sec): 3 clusters
  Score: Raw -976522.505526 + Penalty 2976.211000 = -973546.294526
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6831.320000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6831.320000 sec): 3 clusters
  Score: Raw -47079.505287 + Penalty 1993.354364 = -45086.150923
  nChanged 92
		SP:Iteration 1F (6831.320000 sec): 3 clusters
  Score: Raw -47217.160078 + Penalty 1993.354364 = -45223.805714
  nChanged 25
		SP:Iteration 2F (6831.320000 sec): 3 clusters
  Score: Raw -47254.525118 + Penalty 1993.354364 = -45261.170754
  nChanged 7
		SP:Iteration 3Q (6831.320000 sec): 3 clusters
  Score: Raw -47263.342068 + Penalty 1993.354364 = -45269.987704
  nChanged 4
		SP:Iteration 4Q (6831.330000 sec): 3 clusters
  Score: Raw -47269.449226 + Penalty 1993.354364 = -45276.094862
  nChanged 2
		SP:Iteration 5Q (6831.330000 sec): 3 clusters
  Score: Raw -47273.909392 + Penalty 1993.354364 = -45280.555028
  nChanged 3
		SP:Iteration 6Q (6831.330000 sec): 3 clusters
  Score: Raw -47278.038429 + Penalty 1993.354364 = -45284.684065
  nChanged 2
		SP:Iteration 7Q (6831.330000 sec): 3 clusters
  Score: Raw -47281.940855 + Penalty 1993.354364 = -45288.586491
  nChanged 1
		SP:Iteration 8Q (6831.330000 sec): 3 clusters
  Score: Raw -47283.600948 + Penalty 1993.354364 = -45290.246584
  nChanged 0
		SP:Iteration 9F (6831.330000 sec): 3 clusters
  Score: Raw -47283.600948 + Penalty 1993.354364 = -45290.246584
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6831.330000 sec): 2 clusters
  Score: Raw -27989.238821 + Penalty 931.141215 = -27058.097606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6831.330000 sec): 3 clusters
  Score: Raw -28117.090571 + Penalty 1862.282429 = -26254.808141
  nChanged 64
		SP:Iteration 1F (6831.330000 sec): 3 clusters
  Score: Raw -28307.729726 + Penalty 1862.282429 = -26445.447296
  nChanged 20
		SP:Iteration 2F (6831.340000 sec): 3 clusters
  Score: Raw -28392.604461 + Penalty 1862.282429 = -26530.322032
  nChanged 17
		SP:Iteration 3F (6831.340000 sec): 3 clusters
  Score: Raw -28496.698972 + Penalty 1862.282429 = -26634.416543
  nChanged 14
		SP:Iteration 4Q (6831.340000 sec): 3 clusters
  Score: Raw -28642.080621 + Penalty 1862.282429 = -26779.798192
  nChanged 11
		SP:Iteration 5Q (6831.340000 sec): 3 clusters
  Score: Raw -28693.512605 + Penalty 1862.282429 = -26831.230176
  nChanged 3
		SP:Iteration 6Q (6831.340000 sec): 3 clusters
  Score: Raw -28706.572413 + Penalty 1862.282429 = -26844.289983
  nChanged 0
		SP:Iteration 7F (6831.340000 sec): 3 clusters
  Score: Raw -28706.572413 + Penalty 1862.282429 = -26844.289983
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (3116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6831.350000 sec): 2 clusters
  Score: Raw -307712.798521 + Penalty 1307.199629 = -306405.598892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6831.360000 sec): 3 clusters
  Score: Raw -306230.402237 + Penalty 2614.399257 = -303616.002980
  nChanged 1163
		SP:Iteration 1F (6831.370000 sec): 3 clusters
  Score: Raw -306987.442421 + Penalty 2614.399257 = -304373.043163
  nChanged 259
		SP:Iteration 2F (6831.370000 sec): 3 clusters
  Score: Raw -307251.304966 + Penalty 2614.399257 = -304636.905709
  nChanged 222
		SP:Iteration 3F (6831.380000 sec): 3 clusters
  Score: Raw -307471.529294 + Penalty 2614.399257 = -304857.130037
  nChanged 192
		SP:Iteration 4F (6831.390000 sec): 3 clusters
  Score: Raw -307651.144765 + Penalty 2614.399257 = -305036.745508
  nChanged 156
		SP:Iteration 5F (6831.400000 sec): 3 clusters
  Score: Raw -307777.157876 + Penalty 2614.399257 = -305162.758619
  nChanged 112
		SP:Iteration 6Q (6831.400000 sec): 3 clusters
  Score: Raw -307835.802761 + Penalty 2614.399257 = -305221.403503
  nChanged 60
		SP:Iteration 7Q (6831.410000 sec): 3 clusters
  Score: Raw -307870.251044 + Penalty 2614.399257 = -305255.851787
  nChanged 47
		SP:Iteration 8Q (6831.420000 sec): 3 clusters
  Score: Raw -307889.964093 + Penalty 2614.399257 = -305275.564836
  nChanged 36
		SP:Iteration 9Q (6831.430000 sec): 3 clusters
  Score: Raw -307907.961360 + Penalty 2614.399257 = -305293.562102
  nChanged 39
		SP:Iteration 10Q (6831.430000 sec): 3 clusters
  Score: Raw -307923.435759 + Penalty 2614.399257 = -305309.036502
  nChanged 24
		SP:Iteration 11Q (6831.440000 sec): 3 clusters
  Score: Raw -307935.474932 + Penalty 2614.399257 = -305321.075675
  nChanged 28
		SP:Iteration 12Q (6831.450000 sec): 3 clusters
  Score: Raw -307944.694639 + Penalty 2614.399257 = -305330.295382
  nChanged 22
		SP:Iteration 13Q (6831.450000 sec): 3 clusters
  Score: Raw -307953.860369 + Penalty 2614.399257 = -305339.461111
  nChanged 16
		SP:Iteration 14Q (6831.460000 sec): 3 clusters
  Score: Raw -307960.226227 + Penalty 2614.399257 = -305345.826970
  nChanged 18
		SP:Iteration 15Q (6831.470000 sec): 3 clusters
  Score: Raw -307966.874395 + Penalty 2614.399257 = -305352.475138
  nChanged 15
		SP:Iteration 16Q (6831.470000 sec): 3 clusters
  Score: Raw -307970.938453 + Penalty 2614.399257 = -305356.539196
  nChanged 14
		SP:Iteration 17Q (6831.480000 sec): 3 clusters
  Score: Raw -307976.060733 + Penalty 2614.399257 = -305361.661476
  nChanged 5
		SP:Iteration 18Q (6831.490000 sec): 3 clusters
  Score: Raw -307977.282418 + Penalty 2614.399257 = -305362.883161
  nChanged 5
		SP:Iteration 19Q (6831.490000 sec): 3 clusters
  Score: Raw -307978.619142 + Penalty 2614.399257 = -305364.219885
  nChanged 3
		SP:Iteration 20F (6831.500000 sec): 3 clusters
  Score: Raw -307980.001510 + Penalty 2614.399257 = -305365.602253
  nChanged 4
		SP:Iteration 21Q (6831.510000 sec): 3 clusters
  Score: Raw -307981.688112 + Penalty 2614.399257 = -305367.288854
  nChanged 3
		SP:Iteration 22Q (6831.520000 sec): 3 clusters
  Score: Raw -307983.064243 + Penalty 2614.399257 = -305368.664986
  nChanged 6
		SP:Iteration 23Q (6831.520000 sec): 3 clusters
  Score: Raw -307986.126887 + Penalty 2614.399257 = -305371.727630
  nChanged 10
		SP:Iteration 24Q (6831.530000 sec): 3 clusters
  Score: Raw -307989.726698 + Penalty 2614.399257 = -305375.327440
  nChanged 6
		SP:Iteration 25Q (6831.540000 sec): 3 clusters
  Score: Raw -307990.851809 + Penalty 2614.399257 = -305376.452551
  nChanged 3
		SP:Iteration 26Q (6831.550000 sec): 3 clusters
  Score: Raw -307991.600706 + Penalty 2614.399257 = -305377.201449
  nChanged 6
		SP:Iteration 27Q (6831.550000 sec): 3 clusters
  Score: Raw -307993.442294 + Penalty 2614.399257 = -305379.043037
  nChanged 3
		SP:Iteration 28Q (6831.560000 sec): 3 clusters
  Score: Raw -307993.935199 + Penalty 2614.399257 = -305379.535941
  nChanged 1
		SP:Iteration 29Q (6831.570000 sec): 3 clusters
  Score: Raw -307994.030223 + Penalty 2614.399257 = -305379.630965
  nChanged 1
		SP:Iteration 30Q (6831.570000 sec): 3 clusters
  Score: Raw -307994.214286 + Penalty 2614.399257 = -305379.815029
  nChanged 0
		SP:Iteration 31F (6831.580000 sec): 3 clusters
  Score: Raw -307994.214286 + Penalty 2614.399257 = -305379.815029
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6831.600000 sec): 2 clusters
  Score: Raw -563359.648943 + Penalty 1412.447803 = -561947.201140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6831.610000 sec): 3 clusters
  Score: Raw -560135.622755 + Penalty 2824.895607 = -557310.727148
  nChanged 2468
		SP:Iteration 1F (6831.630000 sec): 3 clusters
  Score: Raw -561542.024384 + Penalty 2824.895607 = -558717.128778
  nChanged 493
		SP:Iteration 2F (6831.640000 sec): 3 clusters
  Score: Raw -561894.515558 + Penalty 2824.895607 = -559069.619951
  nChanged 426
		SP:Iteration 3F (6831.650000 sec): 3 clusters
  Score: Raw -562201.274611 + Penalty 2824.895607 = -559376.379004
  nChanged 379
		SP:Iteration 4F (6831.670000 sec): 3 clusters
  Score: Raw -562497.841038 + Penalty 2824.895607 = -559672.945431
  nChanged 358
		SP:Iteration 5F (6831.680000 sec): 3 clusters
  Score: Raw -562836.583434 + Penalty 2824.895607 = -560011.687828
  nChanged 322
		SP:Iteration 6F (6831.700000 sec): 3 clusters
  Score: Raw -563113.461564 + Penalty 2824.895607 = -560288.565958
  nChanged 298
		SP:Iteration 7F (6831.710000 sec): 3 clusters
  Score: Raw -563286.272835 + Penalty 2824.895607 = -560461.377229
  nChanged 235
		SP:Iteration 8Q (6831.730000 sec): 3 clusters
  Score: Raw -563420.261046 + Penalty 2824.895607 = -560595.365439
  nChanged 204
		SP:Iteration 9Q (6831.740000 sec): 3 clusters
  Score: Raw -563532.731358 + Penalty 2824.895607 = -560707.835752
  nChanged 181
		SP:Iteration 10Q (6831.750000 sec): 3 clusters
  Score: Raw -563633.920512 + Penalty 2824.895607 = -560809.024906
  nChanged 172
		SP:Iteration 11Q (6831.770000 sec): 3 clusters
  Score: Raw -563723.321226 + Penalty 2824.895607 = -560898.425620
  nChanged 141
		SP:Iteration 12Q (6831.780000 sec): 3 clusters
  Score: Raw -563792.485394 + Penalty 2824.895607 = -560967.589788
  nChanged 122
		SP:Iteration 13Q (6831.790000 sec): 3 clusters
  Score: Raw -563849.950510 + Penalty 2824.895607 = -561025.054903
  nChanged 113
		SP:Iteration 14Q (6831.810000 sec): 3 clusters
  Score: Raw -563911.337011 + Penalty 2824.895607 = -561086.441405
  nChanged 103
		SP:Iteration 15Q (6831.820000 sec): 3 clusters
  Score: Raw -563974.083696 + Penalty 2824.895607 = -561149.188090
  nChanged 85
		SP:Iteration 16Q (6831.830000 sec): 3 clusters
  Score: Raw -564025.215492 + Penalty 2824.895607 = -561200.319885
  nChanged 76
		SP:Iteration 17Q (6831.850000 sec): 3 clusters
  Score: Raw -564071.872606 + Penalty 2824.895607 = -561246.976999
  nChanged 75
		SP:Iteration 18Q (6831.860000 sec): 3 clusters
  Score: Raw -564113.928448 + Penalty 2824.895607 = -561289.032842
  nChanged 63
		SP:Iteration 19Q (6831.870000 sec): 3 clusters
  Score: Raw -564148.407953 + Penalty 2824.895607 = -561323.512346
  nChanged 63
		SP:Iteration 20F (6831.890000 sec): 3 clusters
  Score: Raw -564194.105995 + Penalty 2824.895607 = -561369.210388
  nChanged 51
		SP:Iteration 21Q (6831.900000 sec): 3 clusters
  Score: Raw -564226.584321 + Penalty 2824.895607 = -561401.688714
  nChanged 47
		SP:Iteration 22Q (6831.910000 sec): 3 clusters
  Score: Raw -564255.790479 + Penalty 2824.895607 = -561430.894872
  nChanged 47
		SP:Iteration 23Q (6831.920000 sec): 3 clusters
  Score: Raw -564284.666701 + Penalty 2824.895607 = -561459.771094
  nChanged 36
		SP:Iteration 24Q (6831.930000 sec): 3 clusters
  Score: Raw -564309.803171 + Penalty 2824.895607 = -561484.907564
  nChanged 36
		SP:Iteration 25Q (6831.950000 sec): 3 clusters
  Score: Raw -564329.426602 + Penalty 2824.895607 = -561504.530996
  nChanged 30
		SP:Iteration 26Q (6831.960000 sec): 3 clusters
  Score: Raw -564344.506221 + Penalty 2824.895607 = -561519.610615
  nChanged 27
		SP:Iteration 27Q (6831.970000 sec): 3 clusters
  Score: Raw -564358.755982 + Penalty 2824.895607 = -561533.860376
  nChanged 29
		SP:Iteration 28Q (6831.980000 sec): 3 clusters
  Score: Raw -564371.651259 + Penalty 2824.895607 = -561546.755653
  nChanged 21
		SP:Iteration 29Q (6831.990000 sec): 3 clusters
  Score: Raw -564382.688654 + Penalty 2824.895607 = -561557.793047
  nChanged 19
		SP:Iteration 30Q (6832.010000 sec): 3 clusters
  Score: Raw -564390.979472 + Penalty 2824.895607 = -561566.083866
  nChanged 15
		SP:Iteration 31Q (6832.020000 sec): 3 clusters
  Score: Raw -564398.828624 + Penalty 2824.895607 = -561573.933018
  nChanged 17
		SP:Iteration 32Q (6832.030000 sec): 3 clusters
  Score: Raw -564406.761416 + Penalty 2824.895607 = -561581.865809
  nChanged 15
		SP:Iteration 33Q (6832.040000 sec): 3 clusters
  Score: Raw -564412.973987 + Penalty 2824.895607 = -561588.078380
  nChanged 10
		SP:Iteration 34Q (6832.050000 sec): 3 clusters
  Score: Raw -564417.954485 + Penalty 2824.895607 = -561593.058879
  nChanged 11
		SP:Iteration 35Q (6832.060000 sec): 3 clusters
  Score: Raw -564423.744997 + Penalty 2824.895607 = -561598.849390
  nChanged 12
		SP:Iteration 36Q (6832.070000 sec): 3 clusters
  Score: Raw -564429.698535 + Penalty 2824.895607 = -561604.802929
  nChanged 11
		SP:Iteration 37Q (6832.090000 sec): 3 clusters
  Score: Raw -564435.919219 + Penalty 2824.895607 = -561611.023613
  nChanged 18
		SP:Iteration 38Q (6832.100000 sec): 3 clusters
  Score: Raw -564446.100905 + Penalty 2824.895607 = -561621.205298
  nChanged 14
		SP:Iteration 39Q (6832.110000 sec): 3 clusters
  Score: Raw -564457.646663 + Penalty 2824.895607 = -561632.751056
  nChanged 20
		SP:Iteration 40F (6832.120000 sec): 3 clusters
  Score: Raw -564471.377588 + Penalty 2824.895607 = -561646.481981
  nChanged 19
		SP:Iteration 41Q (6832.130000 sec): 3 clusters
  Score: Raw -564485.290157 + Penalty 2824.895607 = -561660.394550
  nChanged 23
		SP:Iteration 42Q (6832.150000 sec): 3 clusters
  Score: Raw -564500.686073 + Penalty 2824.895607 = -561675.790466
  nChanged 22
		SP:Iteration 43Q (6832.150000 sec): 3 clusters
  Score: Raw -564516.157990 + Penalty 2824.895607 = -561691.262383
  nChanged 20
		SP:Iteration 44Q (6832.170000 sec): 3 clusters
  Score: Raw -564534.157751 + Penalty 2824.895607 = -561709.262145
  nChanged 24
		SP:Iteration 45Q (6832.180000 sec): 3 clusters
  Score: Raw -564552.350175 + Penalty 2824.895607 = -561727.454568
  nChanged 23
		SP:Iteration 46Q (6832.190000 sec): 3 clusters
  Score: Raw -564564.882402 + Penalty 2824.895607 = -561739.986795
  nChanged 12
		SP:Iteration 47Q (6832.200000 sec): 3 clusters
  Score: Raw -564572.448661 + Penalty 2824.895607 = -561747.553054
  nChanged 9
		SP:Iteration 48Q (6832.210000 sec): 3 clusters
  Score: Raw -564577.404288 + Penalty 2824.895607 = -561752.508681
  nChanged 5
		SP:Iteration 49Q (6832.220000 sec): 3 clusters
  Score: Raw -564579.830620 + Penalty 2824.895607 = -561754.935013
  nChanged 5
		SP:Iteration 50Q (6832.230000 sec): 3 clusters
  Score: Raw -564584.665413 + Penalty 2824.895607 = -561759.769807
  nChanged 11
		SP:Iteration 51Q (6832.240000 sec): 3 clusters
  Score: Raw -564592.958754 + Penalty 2824.895607 = -561768.063148
  nChanged 12
		SP:Iteration 52Q (6832.250000 sec): 3 clusters
  Score: Raw -564599.665549 + Penalty 2824.895607 = -561774.769943
  nChanged 6
		SP:Iteration 53Q (6832.260000 sec): 3 clusters
  Score: Raw -564603.250143 + Penalty 2824.895607 = -561778.354536
  nChanged 2
		SP:Iteration 54Q (6832.270000 sec): 3 clusters
  Score: Raw -564604.300695 + Penalty 2824.895607 = -561779.405088
  nChanged 2
		SP:Iteration 55Q (6832.280000 sec): 3 clusters
  Score: Raw -564605.028545 + Penalty 2824.895607 = -561780.132938
  nChanged 0
		SP:Iteration 56F (6832.300000 sec): 3 clusters
  Score: Raw -564605.028545 + Penalty 2824.895607 = -561780.132938
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (13660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6832.340000 sec): 2 clusters
  Score: Raw -1373792.763688 + Penalty 1547.361909 = -1372245.401779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6832.370000 sec): 3 clusters
  Score: Raw -1365763.232767 + Penalty 3094.723818 = -1362668.508949
  nChanged 6053
		SP:Iteration 1F (6832.410000 sec): 3 clusters
  Score: Raw -1369025.895695 + Penalty 3094.723818 = -1365931.171877
  nChanged 739
		SP:Iteration 2F (6832.440000 sec): 3 clusters
  Score: Raw -1369323.687870 + Penalty 3094.723818 = -1366228.964052
  nChanged 660
		SP:Iteration 3Q (6832.470000 sec): 3 clusters
  Score: Raw -1369621.755206 + Penalty 3094.723818 = -1366527.031387
  nChanged 667
		SP:Iteration 4Q (6832.510000 sec): 3 clusters
  Score: Raw -1369948.992301 + Penalty 3094.723818 = -1366854.268483
  nChanged 649
		SP:Iteration 5Q (6832.540000 sec): 3 clusters
  Score: Raw -1370315.545756 + Penalty 3094.723818 = -1367220.821938
  nChanged 664
		SP:Iteration 6Q (6832.570000 sec): 3 clusters
  Score: Raw -1370680.634986 + Penalty 3094.723818 = -1367585.911168
  nChanged 612
		SP:Iteration 7Q (6832.610000 sec): 3 clusters
  Score: Raw -1371006.424465 + Penalty 3094.723818 = -1367911.700647
  nChanged 612
		SP:Iteration 8Q (6832.640000 sec): 3 clusters
  Score: Raw -1371325.156234 + Penalty 3094.723818 = -1368230.432416
  nChanged 539
		SP:Iteration 9Q (6832.670000 sec): 3 clusters
  Score: Raw -1371641.434970 + Penalty 3094.723818 = -1368546.711152
  nChanged 539
		SP:Iteration 10Q (6832.700000 sec): 3 clusters
  Score: Raw -1371926.550337 + Penalty 3094.723818 = -1368831.826519
  nChanged 486
		SP:Iteration 11Q (6832.730000 sec): 3 clusters
  Score: Raw -1372165.311949 + Penalty 3094.723818 = -1369070.588130
  nChanged 469
		SP:Iteration 12Q (6832.770000 sec): 3 clusters
  Score: Raw -1372413.132942 + Penalty 3094.723818 = -1369318.409124
  nChanged 466
		SP:Iteration 13Q (6832.790000 sec): 3 clusters
  Score: Raw -1372656.846050 + Penalty 3094.723818 = -1369562.122232
  nChanged 436
		SP:Iteration 14Q (6832.830000 sec): 3 clusters
  Score: Raw -1372874.809919 + Penalty 3094.723818 = -1369780.086101
  nChanged 388
		SP:Iteration 15Q (6832.850000 sec): 3 clusters
  Score: Raw -1373069.214692 + Penalty 3094.723818 = -1369974.490874
  nChanged 331
		SP:Iteration 16Q (6832.890000 sec): 3 clusters
  Score: Raw -1373233.072911 + Penalty 3094.723818 = -1370138.349093
  nChanged 280
		SP:Iteration 17Q (6832.910000 sec): 3 clusters
  Score: Raw -1373369.394197 + Penalty 3094.723818 = -1370274.670379
  nChanged 253
		SP:Iteration 18Q (6832.940000 sec): 3 clusters
  Score: Raw -1373495.957541 + Penalty 3094.723818 = -1370401.233722
  nChanged 211
		SP:Iteration 19Q (6832.970000 sec): 3 clusters
  Score: Raw -1373605.532270 + Penalty 3094.723818 = -1370510.808451
  nChanged 164
		SP:Iteration 20F (6833.000000 sec): 3 clusters
  Score: Raw -1373682.332705 + Penalty 3094.723818 = -1370587.608887
  nChanged 124
		SP:Iteration 21Q (6833.030000 sec): 3 clusters
  Score: Raw -1373737.195791 + Penalty 3094.723818 = -1370642.471973
  nChanged 95
		SP:Iteration 22Q (6833.050000 sec): 3 clusters
  Score: Raw -1373786.358892 + Penalty 3094.723818 = -1370691.635074
  nChanged 84
		SP:Iteration 23Q (6833.080000 sec): 3 clusters
  Score: Raw -1373825.409989 + Penalty 3094.723818 = -1370730.686170
  nChanged 70
		SP:Iteration 24Q (6833.110000 sec): 3 clusters
  Score: Raw -1373862.490895 + Penalty 3094.723818 = -1370767.767077
  nChanged 66
		SP:Iteration 25Q (6833.130000 sec): 3 clusters
  Score: Raw -1373892.369096 + Penalty 3094.723818 = -1370797.645277
  nChanged 46
		SP:Iteration 26Q (6833.160000 sec): 3 clusters
  Score: Raw -1373918.260777 + Penalty 3094.723818 = -1370823.536959
  nChanged 52
		SP:Iteration 27Q (6833.180000 sec): 3 clusters
  Score: Raw -1373947.188391 + Penalty 3094.723818 = -1370852.464572
  nChanged 39
		SP:Iteration 28Q (6833.210000 sec): 3 clusters
  Score: Raw -1373967.285319 + Penalty 3094.723818 = -1370872.561501
  nChanged 30
		SP:Iteration 29Q (6833.230000 sec): 3 clusters
  Score: Raw -1373984.693687 + Penalty 3094.723818 = -1370889.969869
  nChanged 26
		SP:Iteration 30Q (6833.260000 sec): 3 clusters
  Score: Raw -1373998.897778 + Penalty 3094.723818 = -1370904.173959
  nChanged 22
		SP:Iteration 31Q (6833.280000 sec): 3 clusters
  Score: Raw -1374010.604245 + Penalty 3094.723818 = -1370915.880427
  nChanged 17
		SP:Iteration 32Q (6833.310000 sec): 3 clusters
  Score: Raw -1374018.619782 + Penalty 3094.723818 = -1370923.895963
  nChanged 10
		SP:Iteration 33Q (6833.330000 sec): 3 clusters
  Score: Raw -1374023.920009 + Penalty 3094.723818 = -1370929.196191
  nChanged 15
		SP:Iteration 34Q (6833.350000 sec): 3 clusters
  Score: Raw -1374032.089010 + Penalty 3094.723818 = -1370937.365192
  nChanged 17
		SP:Iteration 35Q (6833.380000 sec): 3 clusters
  Score: Raw -1374040.879610 + Penalty 3094.723818 = -1370946.155792
  nChanged 9
		SP:Iteration 36Q (6833.400000 sec): 3 clusters
  Score: Raw -1374045.819479 + Penalty 3094.723818 = -1370951.095660
  nChanged 9
		SP:Iteration 37Q (6833.430000 sec): 3 clusters
  Score: Raw -1374051.421721 + Penalty 3094.723818 = -1370956.697903
  nChanged 8
		SP:Iteration 38Q (6833.450000 sec): 3 clusters
  Score: Raw -1374054.123768 + Penalty 3094.723818 = -1370959.399949
  nChanged 6
		SP:Iteration 39Q (6833.470000 sec): 3 clusters
  Score: Raw -1374056.443757 + Penalty 3094.723818 = -1370961.719939
  nChanged 6
		SP:Iteration 40F (6833.510000 sec): 3 clusters
  Score: Raw -1374060.536947 + Penalty 3094.723818 = -1370965.813128
  nChanged 11
		SP:Iteration 41Q (6833.530000 sec): 3 clusters
  Score: Raw -1374067.309396 + Penalty 3094.723818 = -1370972.585577
  nChanged 14
		SP:Iteration 42Q (6833.560000 sec): 3 clusters
  Score: Raw -1374074.708337 + Penalty 3094.723818 = -1370979.984519
  nChanged 13
		SP:Iteration 43Q (6833.580000 sec): 3 clusters
  Score: Raw -1374082.451090 + Penalty 3094.723818 = -1370987.727272
  nChanged 7
		SP:Iteration 44Q (6833.610000 sec): 3 clusters
  Score: Raw -1374087.355567 + Penalty 3094.723818 = -1370992.631749
  nChanged 9
		SP:Iteration 45Q (6833.630000 sec): 3 clusters
  Score: Raw -1374093.134004 + Penalty 3094.723818 = -1370998.410186
  nChanged 9
		SP:Iteration 46Q (6833.650000 sec): 3 clusters
  Score: Raw -1374098.993091 + Penalty 3094.723818 = -1371004.269273
  nChanged 8
		SP:Iteration 47Q (6833.670000 sec): 3 clusters
  Score: Raw -1374104.026893 + Penalty 3094.723818 = -1371009.303074
  nChanged 7
		SP:Iteration 48Q (6833.700000 sec): 3 clusters
  Score: Raw -1374107.559509 + Penalty 3094.723818 = -1371012.835691
  nChanged 4
		SP:Iteration 49Q (6833.720000 sec): 3 clusters
  Score: Raw -1374109.612539 + Penalty 3094.723818 = -1371014.888721
  nChanged 1
		SP:Iteration 50Q (6833.750000 sec): 3 clusters
  Score: Raw -1374110.149277 + Penalty 3094.723818 = -1371015.425458
  nChanged 2
		SP:Iteration 51Q (6833.770000 sec): 3 clusters
  Score: Raw -1374110.889074 + Penalty 3094.723818 = -1371016.165256
  nChanged 3
		SP:Iteration 52Q (6833.790000 sec): 3 clusters
  Score: Raw -1374112.034005 + Penalty 3094.723818 = -1371017.310187
  nChanged 2
		SP:Iteration 53Q (6833.820000 sec): 3 clusters
  Score: Raw -1374112.752098 + Penalty 3094.723818 = -1371018.028279
  nChanged 1
		SP:Iteration 54Q (6833.840000 sec): 3 clusters
  Score: Raw -1374113.193564 + Penalty 3094.723818 = -1371018.469746
  nChanged 1
		SP:Iteration 55Q (6833.870000 sec): 3 clusters
  Score: Raw -1374113.516171 + Penalty 3094.723818 = -1371018.792353
  nChanged 0
		SP:Iteration 56F (6833.900000 sec): 3 clusters
  Score: Raw -1374113.516171 + Penalty 3094.723818 = -1371018.792353
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6833.910000 sec): 2 clusters
  Score: Raw -322162.009732 + Penalty 1322.184216 = -320839.825516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6833.930000 sec): 3 clusters
  Score: Raw -320481.834160 + Penalty 2644.368432 = -317837.465728
  nChanged 1307
		SP:Iteration 1F (6833.930000 sec): 3 clusters
  Score: Raw -321293.961081 + Penalty 2644.368432 = -318649.592649
  nChanged 304
		SP:Iteration 2F (6833.940000 sec): 3 clusters
  Score: Raw -321505.063972 + Penalty 2644.368432 = -318860.695540
  nChanged 192
		SP:Iteration 3F (6833.950000 sec): 3 clusters
  Score: Raw -321638.567199 + Penalty 2644.368432 = -318994.198767
  nChanged 158
		SP:Iteration 4Q (6833.960000 sec): 3 clusters
  Score: Raw -321748.068329 + Penalty 2644.368432 = -319103.699897
  nChanged 155
		SP:Iteration 5Q (6833.970000 sec): 3 clusters
  Score: Raw -321849.859304 + Penalty 2644.368432 = -319205.490872
  nChanged 134
		SP:Iteration 6Q (6833.970000 sec): 3 clusters
  Score: Raw -321943.211506 + Penalty 2644.368432 = -319298.843074
  nChanged 137
		SP:Iteration 7Q (6833.980000 sec): 3 clusters
  Score: Raw -322054.889057 + Penalty 2644.368432 = -319410.520625
  nChanged 131
		SP:Iteration 8Q (6833.990000 sec): 3 clusters
  Score: Raw -322156.952108 + Penalty 2644.368432 = -319512.583676
  nChanged 120
		SP:Iteration 9Q (6834.000000 sec): 3 clusters
  Score: Raw -322250.585782 + Penalty 2644.368432 = -319606.217350
  nChanged 114
		SP:Iteration 10Q (6834.010000 sec): 3 clusters
  Score: Raw -322325.116675 + Penalty 2644.368432 = -319680.748243
  nChanged 86
		SP:Iteration 11Q (6834.010000 sec): 3 clusters
  Score: Raw -322380.201587 + Penalty 2644.368432 = -319735.833155
  nChanged 72
		SP:Iteration 12Q (6834.020000 sec): 3 clusters
  Score: Raw -322426.661634 + Penalty 2644.368432 = -319782.293202
  nChanged 52
		SP:Iteration 13Q (6834.030000 sec): 3 clusters
  Score: Raw -322448.743727 + Penalty 2644.368432 = -319804.375295
  nChanged 36
		SP:Iteration 14Q (6834.040000 sec): 3 clusters
  Score: Raw -322463.279172 + Penalty 2644.368432 = -319818.910740
  nChanged 37
		SP:Iteration 15Q (6834.050000 sec): 3 clusters
  Score: Raw -322481.124486 + Penalty 2644.368432 = -319836.756054
  nChanged 41
		SP:Iteration 16Q (6834.050000 sec): 3 clusters
  Score: Raw -322501.935924 + Penalty 2644.368432 = -319857.567492
  nChanged 40
		SP:Iteration 17Q (6834.060000 sec): 3 clusters
  Score: Raw -322521.059516 + Penalty 2644.368432 = -319876.691084
  nChanged 39
		SP:Iteration 18Q (6834.070000 sec): 3 clusters
  Score: Raw -322543.530096 + Penalty 2644.368432 = -319899.161664
  nChanged 41
		SP:Iteration 19Q (6834.080000 sec): 3 clusters
  Score: Raw -322564.495639 + Penalty 2644.368432 = -319920.127207
  nChanged 35
		SP:Iteration 20F (6834.090000 sec): 3 clusters
  Score: Raw -322587.035499 + Penalty 2644.368432 = -319942.667067
  nChanged 40
		SP:Iteration 21Q (6834.090000 sec): 3 clusters
  Score: Raw -322608.262338 + Penalty 2644.368432 = -319963.893906
  nChanged 32
		SP:Iteration 22Q (6834.100000 sec): 3 clusters
  Score: Raw -322635.094847 + Penalty 2644.368432 = -319990.726415
  nChanged 33
		SP:Iteration 23Q (6834.110000 sec): 3 clusters
  Score: Raw -322660.052884 + Penalty 2644.368432 = -320015.684453
  nChanged 42
		SP:Iteration 24Q (6834.120000 sec): 3 clusters
  Score: Raw -322687.981780 + Penalty 2644.368432 = -320043.613348
  nChanged 32
		SP:Iteration 25Q (6834.120000 sec): 3 clusters
  Score: Raw -322709.343872 + Penalty 2644.368432 = -320064.975440
  nChanged 31
		SP:Iteration 26Q (6834.130000 sec): 3 clusters
  Score: Raw -322729.376615 + Penalty 2644.368432 = -320085.008183
  nChanged 34
		SP:Iteration 27Q (6834.140000 sec): 3 clusters
  Score: Raw -322752.277273 + Penalty 2644.368432 = -320107.908841
  nChanged 40
		SP:Iteration 28Q (6834.150000 sec): 3 clusters
  Score: Raw -322775.470350 + Penalty 2644.368432 = -320131.101918
  nChanged 18
		SP:Iteration 29Q (6834.150000 sec): 3 clusters
  Score: Raw -322785.623963 + Penalty 2644.368432 = -320141.255531
  nChanged 14
		SP:Iteration 30Q (6834.160000 sec): 3 clusters
  Score: Raw -322794.145617 + Penalty 2644.368432 = -320149.777185
  nChanged 15
		SP:Iteration 31Q (6834.170000 sec): 3 clusters
  Score: Raw -322802.052651 + Penalty 2644.368432 = -320157.684219
  nChanged 14
		SP:Iteration 32Q (6834.170000 sec): 3 clusters
  Score: Raw -322809.160294 + Penalty 2644.368432 = -320164.791862
  nChanged 15
		SP:Iteration 33Q (6834.180000 sec): 3 clusters
  Score: Raw -322819.223189 + Penalty 2644.368432 = -320174.854757
  nChanged 13
		SP:Iteration 34Q (6834.190000 sec): 3 clusters
  Score: Raw -322827.078371 + Penalty 2644.368432 = -320182.709939
  nChanged 11
		SP:Iteration 35Q (6834.190000 sec): 3 clusters
  Score: Raw -322832.619781 + Penalty 2644.368432 = -320188.251349
  nChanged 14
		SP:Iteration 36Q (6834.200000 sec): 3 clusters
  Score: Raw -322838.636405 + Penalty 2644.368432 = -320194.267973
  nChanged 6
		SP:Iteration 37Q (6834.210000 sec): 3 clusters
  Score: Raw -322841.023593 + Penalty 2644.368432 = -320196.655162
  nChanged 5
		SP:Iteration 38Q (6834.210000 sec): 3 clusters
  Score: Raw -322842.576898 + Penalty 2644.368432 = -320198.208466
  nChanged 5
		SP:Iteration 39Q (6834.220000 sec): 3 clusters
  Score: Raw -322844.533781 + Penalty 2644.368432 = -320200.165349
  nChanged 5
		SP:Iteration 40F (6834.230000 sec): 3 clusters
  Score: Raw -322845.794428 + Penalty 2644.368432 = -320201.425996
  nChanged 4
		SP:Iteration 41Q (6834.230000 sec): 3 clusters
  Score: Raw -322846.752021 + Penalty 2644.368432 = -320202.383589
  nChanged 3
		SP:Iteration 42Q (6834.240000 sec): 3 clusters
  Score: Raw -322848.275078 + Penalty 2644.368432 = -320203.906646
  nChanged 4
		SP:Iteration 43Q (6834.250000 sec): 3 clusters
  Score: Raw -322849.621409 + Penalty 2644.368432 = -320205.252977
  nChanged 2
		SP:Iteration 44Q (6834.260000 sec): 3 clusters
  Score: Raw -322850.109783 + Penalty 2644.368432 = -320205.741351
  nChanged 0
		SP:Iteration 45F (6834.270000 sec): 3 clusters
  Score: Raw -322850.109783 + Penalty 2644.368432 = -320205.741351
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (19018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6834.330000 sec): 2 clusters
  Score: Raw -1812567.759104 + Penalty 1601.135441 = -1810966.623662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6834.370000 sec): 3 clusters
  Score: Raw -1801093.875509 + Penalty 3202.270883 = -1797891.604626
  nChanged 8688
		SP:Iteration 1F (6834.420000 sec): 3 clusters
  Score: Raw -1806105.822691 + Penalty 3202.270883 = -1802903.551808
  nChanged 1140
		SP:Iteration 2F (6834.470000 sec): 3 clusters
  Score: Raw -1806668.520610 + Penalty 3202.270883 = -1803466.249727
  nChanged 1107
		SP:Iteration 3F (6834.510000 sec): 3 clusters
  Score: Raw -1807287.469890 + Penalty 3202.270883 = -1804085.199007
  nChanged 1108
		SP:Iteration 4F (6834.560000 sec): 3 clusters
  Score: Raw -1807939.779202 + Penalty 3202.270883 = -1804737.508319
  nChanged 1048
		SP:Iteration 5F (6834.610000 sec): 3 clusters
  Score: Raw -1808517.882490 + Penalty 3202.270883 = -1805315.611607
  nChanged 985
		SP:Iteration 6F (6834.650000 sec): 3 clusters
  Score: Raw -1809076.909907 + Penalty 3202.270883 = -1805874.639024
  nChanged 908
		SP:Iteration 7Q (6834.700000 sec): 3 clusters
  Score: Raw -1809619.888955 + Penalty 3202.270883 = -1806417.618072
  nChanged 853
		SP:Iteration 8Q (6834.750000 sec): 3 clusters
  Score: Raw -1810151.843670 + Penalty 3202.270883 = -1806949.572787
  nChanged 797
		SP:Iteration 9Q (6834.790000 sec): 3 clusters
  Score: Raw -1810650.324173 + Penalty 3202.270883 = -1807448.053290
  nChanged 702
		SP:Iteration 10Q (6834.840000 sec): 3 clusters
  Score: Raw -1811042.810167 + Penalty 3202.270883 = -1807840.539285
  nChanged 581
		SP:Iteration 11Q (6834.880000 sec): 3 clusters
  Score: Raw -1811299.641971 + Penalty 3202.270883 = -1808097.371088
  nChanged 387
		SP:Iteration 12Q (6834.930000 sec): 3 clusters
  Score: Raw -1811426.532469 + Penalty 3202.270883 = -1808224.261587
  nChanged 296
		SP:Iteration 13Q (6834.970000 sec): 3 clusters
  Score: Raw -1811505.908028 + Penalty 3202.270883 = -1808303.637145
  nChanged 196
		SP:Iteration 14Q (6835.020000 sec): 3 clusters
  Score: Raw -1811546.847511 + Penalty 3202.270883 = -1808344.576628
  nChanged 150
		SP:Iteration 15Q (6835.060000 sec): 3 clusters
  Score: Raw -1811574.184926 + Penalty 3202.270883 = -1808371.914043
  nChanged 128
		SP:Iteration 16Q (6835.110000 sec): 3 clusters
  Score: Raw -1811600.017522 + Penalty 3202.270883 = -1808397.746639
  nChanged 110
		SP:Iteration 17Q (6835.150000 sec): 3 clusters
  Score: Raw -1811615.618677 + Penalty 3202.270883 = -1808413.347794
  nChanged 77
		SP:Iteration 18Q (6835.200000 sec): 3 clusters
  Score: Raw -1811624.095692 + Penalty 3202.270883 = -1808421.824809
  nChanged 64
		SP:Iteration 19Q (6835.240000 sec): 3 clusters
  Score: Raw -1811631.373335 + Penalty 3202.270883 = -1808429.102452
  nChanged 57
		SP:Iteration 20F (6835.290000 sec): 3 clusters
  Score: Raw -1811638.393200 + Penalty 3202.270883 = -1808436.122317
  nChanged 52
		SP:Iteration 21Q (6835.330000 sec): 3 clusters
  Score: Raw -1811645.774692 + Penalty 3202.270883 = -1808443.503809
  nChanged 49
		SP:Iteration 22Q (6835.380000 sec): 3 clusters
  Score: Raw -1811652.759960 + Penalty 3202.270883 = -1808450.489077
  nChanged 59
		SP:Iteration 23Q (6835.420000 sec): 3 clusters
  Score: Raw -1811661.655863 + Penalty 3202.270883 = -1808459.384980
  nChanged 75
		SP:Iteration 24Q (6835.470000 sec): 3 clusters
  Score: Raw -1811674.167548 + Penalty 3202.270883 = -1808471.896665
  nChanged 73
		SP:Iteration 25Q (6835.510000 sec): 3 clusters
  Score: Raw -1811686.716781 + Penalty 3202.270883 = -1808484.445898
  nChanged 71
		SP:Iteration 26Q (6835.550000 sec): 3 clusters
  Score: Raw -1811697.023301 + Penalty 3202.270883 = -1808494.752418
  nChanged 63
		SP:Iteration 27Q (6835.600000 sec): 3 clusters
  Score: Raw -1811705.556529 + Penalty 3202.270883 = -1808503.285646
  nChanged 65
		SP:Iteration 28Q (6835.650000 sec): 3 clusters
  Score: Raw -1811715.449040 + Penalty 3202.270883 = -1808513.178157
  nChanged 80
		SP:Iteration 29Q (6835.690000 sec): 3 clusters
  Score: Raw -1811728.969306 + Penalty 3202.270883 = -1808526.698423
  nChanged 73
		SP:Iteration 30Q (6835.730000 sec): 3 clusters
  Score: Raw -1811742.248532 + Penalty 3202.270883 = -1808539.977649
  nChanged 85
		SP:Iteration 31Q (6835.780000 sec): 3 clusters
  Score: Raw -1811757.379330 + Penalty 3202.270883 = -1808555.108447
  nChanged 82
		SP:Iteration 32Q (6835.820000 sec): 3 clusters
  Score: Raw -1811773.054575 + Penalty 3202.270883 = -1808570.783692
  nChanged 83
		SP:Iteration 33Q (6835.860000 sec): 3 clusters
  Score: Raw -1811788.097462 + Penalty 3202.270883 = -1808585.826579
  nChanged 92
		SP:Iteration 34Q (6835.910000 sec): 3 clusters
  Score: Raw -1811805.889072 + Penalty 3202.270883 = -1808603.618189
  nChanged 94
		SP:Iteration 35Q (6835.950000 sec): 3 clusters
  Score: Raw -1811825.751209 + Penalty 3202.270883 = -1808623.480326
  nChanged 109
		SP:Iteration 36Q (6835.990000 sec): 3 clusters
  Score: Raw -1811848.695450 + Penalty 3202.270883 = -1808646.424568
  nChanged 106
		SP:Iteration 37Q (6836.040000 sec): 3 clusters
  Score: Raw -1811870.276805 + Penalty 3202.270883 = -1808668.005922
  nChanged 95
		SP:Iteration 38Q (6836.080000 sec): 3 clusters
  Score: Raw -1811887.685978 + Penalty 3202.270883 = -1808685.415095
  nChanged 84
		SP:Iteration 39Q (6836.130000 sec): 3 clusters
  Score: Raw -1811901.141074 + Penalty 3202.270883 = -1808698.870192
  nChanged 74
		SP:Iteration 40F (6836.170000 sec): 3 clusters
  Score: Raw -1811914.971892 + Penalty 3202.270883 = -1808712.701009
  nChanged 69
		SP:Iteration 41Q (6836.210000 sec): 3 clusters
  Score: Raw -1811925.286931 + Penalty 3202.270883 = -1808723.016048
  nChanged 68
		SP:Iteration 42Q (6836.260000 sec): 3 clusters
  Score: Raw -1811935.068259 + Penalty 3202.270883 = -1808732.797376
  nChanged 69
		SP:Iteration 43Q (6836.300000 sec): 3 clusters
  Score: Raw -1811944.576390 + Penalty 3202.270883 = -1808742.305507
  nChanged 73
		SP:Iteration 44Q (6836.350000 sec): 3 clusters
  Score: Raw -1811954.617869 + Penalty 3202.270883 = -1808752.346986
  nChanged 68
		SP:Iteration 45Q (6836.390000 sec): 3 clusters
  Score: Raw -1811962.833783 + Penalty 3202.270883 = -1808760.562900
  nChanged 54
		SP:Iteration 46Q (6836.430000 sec): 3 clusters
  Score: Raw -1811971.334998 + Penalty 3202.270883 = -1808769.064115
  nChanged 60
		SP:Iteration 47Q (6836.470000 sec): 3 clusters
  Score: Raw -1811980.118839 + Penalty 3202.270883 = -1808777.847956
  nChanged 52
		SP:Iteration 48Q (6836.520000 sec): 3 clusters
  Score: Raw -1811987.263943 + Penalty 3202.270883 = -1808784.993060
  nChanged 60
		SP:Iteration 49Q (6836.560000 sec): 3 clusters
  Score: Raw -1811996.189788 + Penalty 3202.270883 = -1808793.918905
  nChanged 47
		SP:Iteration 50Q (6836.600000 sec): 3 clusters
  Score: Raw -1812003.459292 + Penalty 3202.270883 = -1808801.188410
  nChanged 49
		SP:Iteration 51Q (6836.650000 sec): 3 clusters
  Score: Raw -1812010.227301 + Penalty 3202.270883 = -1808807.956418
  nChanged 49
		SP:Iteration 52Q (6836.690000 sec): 3 clusters
  Score: Raw -1812016.840450 + Penalty 3202.270883 = -1808814.569567
  nChanged 51
		SP:Iteration 53Q (6836.730000 sec): 3 clusters
  Score: Raw -1812023.225971 + Penalty 3202.270883 = -1808820.955088
  nChanged 45
		SP:Iteration 54Q (6836.770000 sec): 3 clusters
  Score: Raw -1812027.458272 + Penalty 3202.270883 = -1808825.187389
  nChanged 37
		SP:Iteration 55Q (6836.820000 sec): 3 clusters
  Score: Raw -1812031.052590 + Penalty 3202.270883 = -1808828.781707
  nChanged 38
		SP:Iteration 56Q (6836.860000 sec): 3 clusters
  Score: Raw -1812035.266451 + Penalty 3202.270883 = -1808832.995569
  nChanged 35
		SP:Iteration 57Q (6836.900000 sec): 3 clusters
  Score: Raw -1812039.396262 + Penalty 3202.270883 = -1808837.125379
  nChanged 37
		SP:Iteration 58Q (6836.950000 sec): 3 clusters
  Score: Raw -1812043.622516 + Penalty 3202.270883 = -1808841.351633
  nChanged 51
		SP:Iteration 59Q (6836.990000 sec): 3 clusters
  Score: Raw -1812050.309586 + Penalty 3202.270883 = -1808848.038704
  nChanged 46
		SP:Iteration 60F (6837.030000 sec): 3 clusters
  Score: Raw -1812056.867261 + Penalty 3202.270883 = -1808854.596378
  nChanged 45
		SP:Iteration 61Q (6837.080000 sec): 3 clusters
  Score: Raw -1812061.497349 + Penalty 3202.270883 = -1808859.226466
  nChanged 35
		SP:Iteration 62Q (6837.120000 sec): 3 clusters
  Score: Raw -1812066.968767 + Penalty 3202.270883 = -1808864.697884
  nChanged 37
		SP:Iteration 63Q (6837.170000 sec): 3 clusters
  Score: Raw -1812073.895960 + Penalty 3202.270883 = -1808871.625077
  nChanged 49
		SP:Iteration 64Q (6837.210000 sec): 3 clusters
  Score: Raw -1812082.990230 + Penalty 3202.270883 = -1808880.719347
  nChanged 60
		SP:Iteration 65Q (6837.250000 sec): 3 clusters
  Score: Raw -1812092.693560 + Penalty 3202.270883 = -1808890.422677
  nChanged 62
		SP:Iteration 66Q (6837.290000 sec): 3 clusters
  Score: Raw -1812101.550419 + Penalty 3202.270883 = -1808899.279536
  nChanged 54
		SP:Iteration 67Q (6837.340000 sec): 3 clusters
  Score: Raw -1812108.618803 + Penalty 3202.270883 = -1808906.347920
  nChanged 49
		SP:Iteration 68Q (6837.380000 sec): 3 clusters
  Score: Raw -1812115.151208 + Penalty 3202.270883 = -1808912.880325
  nChanged 50
		SP:Iteration 69Q (6837.420000 sec): 3 clusters
  Score: Raw -1812123.554456 + Penalty 3202.270883 = -1808921.283573
  nChanged 50
		SP:Iteration 70Q (6837.470000 sec): 3 clusters
  Score: Raw -1812129.261952 + Penalty 3202.270883 = -1808926.991069
  nChanged 37
		SP:Iteration 71Q (6837.510000 sec): 3 clusters
  Score: Raw -1812134.472763 + Penalty 3202.270883 = -1808932.201880
  nChanged 41
		SP:Iteration 72Q (6837.550000 sec): 3 clusters
  Score: Raw -1812140.347780 + Penalty 3202.270883 = -1808938.076897
  nChanged 62
		SP:Iteration 73Q (6837.590000 sec): 3 clusters
  Score: Raw -1812152.318185 + Penalty 3202.270883 = -1808950.047302
  nChanged 78
		SP:Iteration 74Q (6837.630000 sec): 3 clusters
  Score: Raw -1812169.889476 + Penalty 3202.270883 = -1808967.618593
  nChanged 90
		SP:Iteration 75Q (6837.670000 sec): 3 clusters
  Score: Raw -1812192.315942 + Penalty 3202.270883 = -1808990.045060
  nChanged 100
		SP:Iteration 76Q (6837.720000 sec): 3 clusters
  Score: Raw -1812220.148200 + Penalty 3202.270883 = -1809017.877317
  nChanged 109
		SP:Iteration 77Q (6837.760000 sec): 3 clusters
  Score: Raw -1812249.486977 + Penalty 3202.270883 = -1809047.216094
  nChanged 106
		SP:Iteration 78Q (6837.810000 sec): 3 clusters
  Score: Raw -1812278.310921 + Penalty 3202.270883 = -1809076.040039
  nChanged 114
		SP:Iteration 79Q (6837.850000 sec): 3 clusters
  Score: Raw -1812309.833842 + Penalty 3202.270883 = -1809107.562959
  nChanged 130
		SP:Iteration 80F (6837.900000 sec): 3 clusters
  Score: Raw -1812351.398534 + Penalty 3202.270883 = -1809149.127651
  nChanged 141
		SP:Iteration 81Q (6837.940000 sec): 3 clusters
  Score: Raw -1812400.578397 + Penalty 3202.270883 = -1809198.307514
  nChanged 146
		SP:Iteration 82Q (6837.980000 sec): 3 clusters
  Score: Raw -1812451.920020 + Penalty 3202.270883 = -1809249.649138
  nChanged 168
		SP:Iteration 83Q (6838.020000 sec): 3 clusters
  Score: Raw -1812511.965966 + Penalty 3202.270883 = -1809309.695083
  nChanged 191
		SP:Iteration 84Q (6838.060000 sec): 3 clusters
  Score: Raw -1812584.264528 + Penalty 3202.270883 = -1809381.993645
  nChanged 213
		SP:Iteration 85Q (6838.100000 sec): 3 clusters
  Score: Raw -1812683.047630 + Penalty 3202.270883 = -1809480.776747
  nChanged 235
		SP:Iteration 86Q (6838.140000 sec): 3 clusters
  Score: Raw -1812794.911818 + Penalty 3202.270883 = -1809592.640936
  nChanged 218
		SP:Iteration 87Q (6838.180000 sec): 3 clusters
  Score: Raw -1812902.341259 + Penalty 3202.270883 = -1809700.070376
  nChanged 234
		SP:Iteration 88Q (6838.220000 sec): 3 clusters
  Score: Raw -1813017.325053 + Penalty 3202.270883 = -1809815.054170
  nChanged 230
		SP:Iteration 89Q (6838.260000 sec): 3 clusters
  Score: Raw -1813145.101176 + Penalty 3202.270883 = -1809942.830293
  nChanged 234
		SP:Iteration 90Q (6838.310000 sec): 3 clusters
  Score: Raw -1813280.690780 + Penalty 3202.270883 = -1810078.419897
  nChanged 225
		SP:Iteration 91Q (6838.350000 sec): 3 clusters
  Score: Raw -1813423.113808 + Penalty 3202.270883 = -1810220.842925
  nChanged 217
		SP:Iteration 92Q (6838.380000 sec): 3 clusters
  Score: Raw -1813574.685795 + Penalty 3202.270883 = -1810372.414912
  nChanged 204
		SP:Iteration 93Q (6838.420000 sec): 3 clusters
  Score: Raw -1813702.527762 + Penalty 3202.270883 = -1810500.256879
  nChanged 177
		SP:Iteration 94Q (6838.460000 sec): 3 clusters
  Score: Raw -1813804.084240 + Penalty 3202.270883 = -1810601.813357
  nChanged 143
		SP:Iteration 95Q (6838.500000 sec): 3 clusters
  Score: Raw -1813878.007813 + Penalty 3202.270883 = -1810675.736930
  nChanged 116
		SP:Iteration 96Q (6838.540000 sec): 3 clusters
  Score: Raw -1813933.335061 + Penalty 3202.270883 = -1810731.064178
  nChanged 99
		SP:Iteration 97Q (6838.580000 sec): 3 clusters
  Score: Raw -1813977.434308 + Penalty 3202.270883 = -1810775.163426
  nChanged 85
		SP:Iteration 98Q (6838.620000 sec): 3 clusters
  Score: Raw -1814010.289363 + Penalty 3202.270883 = -1810808.018480
  nChanged 74
		SP:Iteration 99Q (6838.660000 sec): 3 clusters
  Score: Raw -1814040.607807 + Penalty 3202.270883 = -1810838.336924
  nChanged 72
		SP:Iteration 100F (6838.700000 sec): 3 clusters
  Score: Raw -1814063.808560 + Penalty 3202.270883 = -1810861.537678
  nChanged 55
		SP:Iteration 101Q (6838.740000 sec): 3 clusters
  Score: Raw -1814080.739931 + Penalty 3202.270883 = -1810878.469049
  nChanged 41
		SP:Iteration 102Q (6838.780000 sec): 3 clusters
  Score: Raw -1814091.355508 + Penalty 3202.270883 = -1810889.084626
  nChanged 33
		SP:Iteration 103Q (6838.810000 sec): 3 clusters
  Score: Raw -1814098.848545 + Penalty 3202.270883 = -1810896.577662
  nChanged 22
		SP:Iteration 104Q (6838.850000 sec): 3 clusters
  Score: Raw -1814103.419573 + Penalty 3202.270883 = -1810901.148690
  nChanged 19
		SP:Iteration 105Q (6838.890000 sec): 3 clusters
  Score: Raw -1814107.838903 + Penalty 3202.270883 = -1810905.568020
  nChanged 15
		SP:Iteration 106Q (6838.920000 sec): 3 clusters
  Score: Raw -1814110.764563 + Penalty 3202.270883 = -1810908.493681
  nChanged 5
		SP:Iteration 107Q (6838.960000 sec): 3 clusters
  Score: Raw -1814112.255841 + Penalty 3202.270883 = -1810909.984958
  nChanged 10
		SP:Iteration 108Q (6839.000000 sec): 3 clusters
  Score: Raw -1814114.831078 + Penalty 3202.270883 = -1810912.560196
  nChanged 16
		SP:Iteration 109Q (6839.040000 sec): 3 clusters
  Score: Raw -1814118.816540 + Penalty 3202.270883 = -1810916.545657
  nChanged 13
		SP:Iteration 110Q (6839.070000 sec): 3 clusters
  Score: Raw -1814121.317680 + Penalty 3202.270883 = -1810919.046797
  nChanged 9
		SP:Iteration 111Q (6839.110000 sec): 3 clusters
  Score: Raw -1814122.671884 + Penalty 3202.270883 = -1810920.401001
  nChanged 6
		SP:Iteration 112Q (6839.150000 sec): 3 clusters
  Score: Raw -1814124.006923 + Penalty 3202.270883 = -1810921.736040
  nChanged 8
		SP:Iteration 113Q (6839.180000 sec): 3 clusters
  Score: Raw -1814125.041150 + Penalty 3202.270883 = -1810922.770267
  nChanged 2
		SP:Iteration 114Q (6839.220000 sec): 3 clusters
  Score: Raw -1814125.344919 + Penalty 3202.270883 = -1810923.074037
  nChanged 1
		SP:Iteration 115Q (6839.260000 sec): 3 clusters
  Score: Raw -1814125.448959 + Penalty 3202.270883 = -1810923.178076
  nChanged 0
		SP:Iteration 116F (6839.300000 sec): 3 clusters
  Score: Raw -1814125.448959 + Penalty 3202.270883 = -1810923.178076
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6839.340000 sec): 2 clusters
  Score: Raw -1221359.426090 + Penalty 1524.469077 = -1219834.957012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6839.370000 sec): 3 clusters
  Score: Raw -1214515.481763 + Penalty 3048.938155 = -1211466.543608
  nChanged 5199
		SP:Iteration 1F (6839.400000 sec): 3 clusters
  Score: Raw -1217502.230860 + Penalty 3048.938155 = -1214453.292705
  nChanged 921
		SP:Iteration 2F (6839.430000 sec): 3 clusters
  Score: Raw -1218158.323758 + Penalty 3048.938155 = -1215109.385603
  nChanged 944
		SP:Iteration 3F (6839.460000 sec): 3 clusters
  Score: Raw -1218904.942152 + Penalty 3048.938155 = -1215856.003997
  nChanged 959
		SP:Iteration 4F (6839.480000 sec): 3 clusters
  Score: Raw -1219724.882508 + Penalty 3048.938155 = -1216675.944353
  nChanged 904
		SP:Iteration 5F (6839.510000 sec): 3 clusters
  Score: Raw -1220466.431398 + Penalty 3048.938155 = -1217417.493243
  nChanged 681
		SP:Iteration 6F (6839.540000 sec): 3 clusters
  Score: Raw -1220995.595397 + Penalty 3048.938155 = -1217946.657243
  nChanged 451
		SP:Iteration 7Q (6839.570000 sec): 3 clusters
  Score: Raw -1221354.549919 + Penalty 3048.938155 = -1218305.611764
  nChanged 321
		SP:Iteration 8Q (6839.600000 sec): 3 clusters
  Score: Raw -1221585.854438 + Penalty 3048.938155 = -1218536.916283
  nChanged 230
		SP:Iteration 9Q (6839.620000 sec): 3 clusters
  Score: Raw -1221790.299662 + Penalty 3048.938155 = -1218741.361507
  nChanged 201
		SP:Iteration 10Q (6839.650000 sec): 3 clusters
  Score: Raw -1221979.861998 + Penalty 3048.938155 = -1218930.923843
  nChanged 153
		SP:Iteration 11Q (6839.680000 sec): 3 clusters
  Score: Raw -1222103.674958 + Penalty 3048.938155 = -1219054.736803
  nChanged 114
		SP:Iteration 12Q (6839.700000 sec): 3 clusters
  Score: Raw -1222166.753631 + Penalty 3048.938155 = -1219117.815476
  nChanged 90
		SP:Iteration 13Q (6839.720000 sec): 3 clusters
  Score: Raw -1222210.284462 + Penalty 3048.938155 = -1219161.346307
  nChanged 62
		SP:Iteration 14Q (6839.750000 sec): 3 clusters
  Score: Raw -1222232.051072 + Penalty 3048.938155 = -1219183.112917
  nChanged 41
		SP:Iteration 15Q (6839.770000 sec): 3 clusters
  Score: Raw -1222244.833117 + Penalty 3048.938155 = -1219195.894962
  nChanged 27
		SP:Iteration 16Q (6839.800000 sec): 3 clusters
  Score: Raw -1222251.375788 + Penalty 3048.938155 = -1219202.437633
  nChanged 15
		SP:Iteration 17Q (6839.820000 sec): 3 clusters
  Score: Raw -1222254.737883 + Penalty 3048.938155 = -1219205.799729
  nChanged 9
		SP:Iteration 18Q (6839.840000 sec): 3 clusters
  Score: Raw -1222256.227145 + Penalty 3048.938155 = -1219207.288990
  nChanged 9
		SP:Iteration 19Q (6839.860000 sec): 3 clusters
  Score: Raw -1222257.355455 + Penalty 3048.938155 = -1219208.417300
  nChanged 5
		SP:Iteration 20F (6839.890000 sec): 3 clusters
  Score: Raw -1222258.178996 + Penalty 3048.938155 = -1219209.240841
  nChanged 1
		SP:Iteration 21Q (6839.920000 sec): 3 clusters
  Score: Raw -1222258.281800 + Penalty 3048.938155 = -1219209.343645
  nChanged 0
		SP:Iteration 22F (6839.940000 sec): 3 clusters
  Score: Raw -1222258.281800 + Penalty 3048.938155 = -1219209.343645
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6839.960000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6839.960000 sec): 3 clusters
  Score: Raw -146973.376885 + Penalty 2377.662139 = -144595.714746
  nChanged 517
		SP:Iteration 1F (6839.960000 sec): 3 clusters
  Score: Raw -147344.931582 + Penalty 2377.662139 = -144967.269443
  nChanged 107
		SP:Iteration 2F (6839.970000 sec): 3 clusters
  Score: Raw -147427.111827 + Penalty 2377.662139 = -145049.449688
  nChanged 65
		SP:Iteration 3Q (6839.970000 sec): 3 clusters
  Score: Raw -147481.478601 + Penalty 2377.662139 = -145103.816462
  nChanged 56
		SP:Iteration 4Q (6839.980000 sec): 3 clusters
  Score: Raw -147530.885359 + Penalty 2377.662139 = -145153.223220
  nChanged 45
		SP:Iteration 5Q (6839.980000 sec): 3 clusters
  Score: Raw -147567.612177 + Penalty 2377.662139 = -145189.950038
  nChanged 41
		SP:Iteration 6Q (6839.980000 sec): 3 clusters
  Score: Raw -147608.204472 + Penalty 2377.662139 = -145230.542333
  nChanged 36
		SP:Iteration 7Q (6839.980000 sec): 3 clusters
  Score: Raw -147652.443033 + Penalty 2377.662139 = -145274.780895
  nChanged 40
		SP:Iteration 8Q (6839.990000 sec): 3 clusters
  Score: Raw -147705.434909 + Penalty 2377.662139 = -145327.772770
  nChanged 44
		SP:Iteration 9Q (6839.990000 sec): 3 clusters
  Score: Raw -147750.862037 + Penalty 2377.662139 = -145373.199898
  nChanged 31
		SP:Iteration 10Q (6840.000000 sec): 3 clusters
  Score: Raw -147772.870183 + Penalty 2377.662139 = -145395.208044
  nChanged 18
		SP:Iteration 11Q (6840.000000 sec): 3 clusters
  Score: Raw -147785.140874 + Penalty 2377.662139 = -145407.478735
  nChanged 18
		SP:Iteration 12Q (6840.000000 sec): 3 clusters
  Score: Raw -147796.548997 + Penalty 2377.662139 = -145418.886858
  nChanged 15
		SP:Iteration 13Q (6840.010000 sec): 3 clusters
  Score: Raw -147807.365948 + Penalty 2377.662139 = -145429.703809
  nChanged 9
		SP:Iteration 14Q (6840.010000 sec): 3 clusters
  Score: Raw -147813.289407 + Penalty 2377.662139 = -145435.627268
  nChanged 6
		SP:Iteration 15Q (6840.010000 sec): 3 clusters
  Score: Raw -147817.435947 + Penalty 2377.662139 = -145439.773808
  nChanged 4
		SP:Iteration 16Q (6840.020000 sec): 3 clusters
  Score: Raw -147819.714544 + Penalty 2377.662139 = -145442.052405
  nChanged 3
		SP:Iteration 17Q (6840.020000 sec): 3 clusters
  Score: Raw -147821.747705 + Penalty 2377.662139 = -145444.085566
  nChanged 2
		SP:Iteration 18Q (6840.020000 sec): 3 clusters
  Score: Raw -147823.091035 + Penalty 2377.662139 = -145445.428896
  nChanged 1
		SP:Iteration 19Q (6840.030000 sec): 3 clusters
  Score: Raw -147823.440230 + Penalty 2377.662139 = -145445.778091
  nChanged 0
		SP:Iteration 20F (6840.030000 sec): 3 clusters
  Score: Raw -147823.440230 + Penalty 2377.662139 = -145445.778091
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6840.040000 sec): 2 clusters
  Score: Raw -224843.161963 + Penalty 1273.730789 = -223569.431174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6840.050000 sec): 3 clusters
  Score: Raw -223738.904926 + Penalty 2547.461578 = -221191.443349
  nChanged 941
		SP:Iteration 1F (6840.050000 sec): 3 clusters
  Score: Raw -224626.807205 + Penalty 2547.461578 = -222079.345628
  nChanged 307
		SP:Iteration 2F (6840.060000 sec): 3 clusters
  Score: Raw -225078.388795 + Penalty 2547.461578 = -222530.927217
  nChanged 231
		SP:Iteration 3F (6840.060000 sec): 3 clusters
  Score: Raw -225360.740329 + Penalty 2547.461578 = -222813.278752
  nChanged 153
		SP:Iteration 4F (6840.070000 sec): 3 clusters
  Score: Raw -225531.410679 + Penalty 2547.461578 = -222983.949101
  nChanged 123
		SP:Iteration 5Q (6840.080000 sec): 3 clusters
  Score: Raw -225670.993554 + Penalty 2547.461578 = -223123.531976
  nChanged 92
		SP:Iteration 6Q (6840.080000 sec): 3 clusters
  Score: Raw -225765.930646 + Penalty 2547.461578 = -223218.469069
  nChanged 78
		SP:Iteration 7Q (6840.090000 sec): 3 clusters
  Score: Raw -225837.020365 + Penalty 2547.461578 = -223289.558787
  nChanged 65
		SP:Iteration 8Q (6840.090000 sec): 3 clusters
  Score: Raw -225879.704741 + Penalty 2547.461578 = -223332.243163
  nChanged 32
		SP:Iteration 9Q (6840.100000 sec): 3 clusters
  Score: Raw -225898.032491 + Penalty 2547.461578 = -223350.570913
  nChanged 17
		SP:Iteration 10Q (6840.100000 sec): 3 clusters
  Score: Raw -225906.452084 + Penalty 2547.461578 = -223358.990506
  nChanged 11
		SP:Iteration 11Q (6840.110000 sec): 3 clusters
  Score: Raw -225912.169570 + Penalty 2547.461578 = -223364.707993
  nChanged 16
		SP:Iteration 12Q (6840.120000 sec): 3 clusters
  Score: Raw -225918.375431 + Penalty 2547.461578 = -223370.913853
  nChanged 7
		SP:Iteration 13Q (6840.120000 sec): 3 clusters
  Score: Raw -225920.663518 + Penalty 2547.461578 = -223373.201940
  nChanged 6
		SP:Iteration 14Q (6840.130000 sec): 3 clusters
  Score: Raw -225922.421267 + Penalty 2547.461578 = -223374.959689
  nChanged 4
		SP:Iteration 15Q (6840.130000 sec): 3 clusters
  Score: Raw -225926.005743 + Penalty 2547.461578 = -223378.544165
  nChanged 4
		SP:Iteration 16Q (6840.140000 sec): 3 clusters
  Score: Raw -225927.216616 + Penalty 2547.461578 = -223379.755038
  nChanged 2
		SP:Iteration 17Q (6840.140000 sec): 3 clusters
  Score: Raw -225928.442588 + Penalty 2547.461578 = -223380.981011
  nChanged 2
		SP:Iteration 18Q (6840.150000 sec): 3 clusters
  Score: Raw -225929.026635 + Penalty 2547.461578 = -223381.565057
  nChanged 1
		SP:Iteration 19Q (6840.160000 sec): 3 clusters
  Score: Raw -225929.157486 + Penalty 2547.461578 = -223381.695909
  nChanged 0
		SP:Iteration 20F (6840.160000 sec): 3 clusters
  Score: Raw -225929.157486 + Penalty 2547.461578 = -223381.695909
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6840.180000 sec): 2 clusters
  Score: Raw -636446.434944 + Penalty 1426.327709 = -635020.107235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6840.200000 sec): 3 clusters
  Score: Raw -632903.022939 + Penalty 2852.655418 = -630050.367521
  nChanged 2715
		SP:Iteration 1F (6840.210000 sec): 3 clusters
  Score: Raw -634311.851337 + Penalty 2852.655418 = -631459.195919
  nChanged 441
		SP:Iteration 2F (6840.230000 sec): 3 clusters
  Score: Raw -634515.856292 + Penalty 2852.655418 = -631663.200873
  nChanged 329
		SP:Iteration 3F (6840.240000 sec): 3 clusters
  Score: Raw -634653.104638 + Penalty 2852.655418 = -631800.449220
  nChanged 298
		SP:Iteration 4Q (6840.260000 sec): 3 clusters
  Score: Raw -634784.378961 + Penalty 2852.655418 = -631931.723542
  nChanged 248
		SP:Iteration 5Q (6840.270000 sec): 3 clusters
  Score: Raw -634895.199667 + Penalty 2852.655418 = -632042.544249
  nChanged 239
		SP:Iteration 6Q (6840.290000 sec): 3 clusters
  Score: Raw -635000.843410 + Penalty 2852.655418 = -632148.187992
  nChanged 238
		SP:Iteration 7Q (6840.300000 sec): 3 clusters
  Score: Raw -635118.103320 + Penalty 2852.655418 = -632265.447902
  nChanged 253
		SP:Iteration 8Q (6840.320000 sec): 3 clusters
  Score: Raw -635259.543776 + Penalty 2852.655418 = -632406.888358
  nChanged 258
		SP:Iteration 9Q (6840.340000 sec): 3 clusters
  Score: Raw -635391.742911 + Penalty 2852.655418 = -632539.087493
  nChanged 256
		SP:Iteration 10Q (6840.350000 sec): 3 clusters
  Score: Raw -635531.197568 + Penalty 2852.655418 = -632678.542150
  nChanged 248
		SP:Iteration 11Q (6840.360000 sec): 3 clusters
  Score: Raw -635653.556305 + Penalty 2852.655418 = -632800.900887
  nChanged 209
		SP:Iteration 12Q (6840.380000 sec): 3 clusters
  Score: Raw -635745.273678 + Penalty 2852.655418 = -632892.618260
  nChanged 194
		SP:Iteration 13Q (6840.400000 sec): 3 clusters
  Score: Raw -635830.907170 + Penalty 2852.655418 = -632978.251752
  nChanged 151
		SP:Iteration 14Q (6840.410000 sec): 3 clusters
  Score: Raw -635891.474919 + Penalty 2852.655418 = -633038.819500
  nChanged 123
		SP:Iteration 15Q (6840.420000 sec): 3 clusters
  Score: Raw -635942.999542 + Penalty 2852.655418 = -633090.344124
  nChanged 119
		SP:Iteration 16Q (6840.440000 sec): 3 clusters
  Score: Raw -635991.166840 + Penalty 2852.655418 = -633138.511422
  nChanged 108
		SP:Iteration 17Q (6840.460000 sec): 3 clusters
  Score: Raw -636035.494479 + Penalty 2852.655418 = -633182.839061
  nChanged 96
		SP:Iteration 18Q (6840.470000 sec): 3 clusters
  Score: Raw -636077.761308 + Penalty 2852.655418 = -633225.105890
  nChanged 88
		SP:Iteration 19Q (6840.480000 sec): 3 clusters
  Score: Raw -636115.486019 + Penalty 2852.655418 = -633262.830601
  nChanged 86
		SP:Iteration 20F (6840.500000 sec): 3 clusters
  Score: Raw -636155.422599 + Penalty 2852.655418 = -633302.767181
  nChanged 85
		SP:Iteration 21Q (6840.520000 sec): 3 clusters
  Score: Raw -636190.976414 + Penalty 2852.655418 = -633338.320996
  nChanged 69
		SP:Iteration 22Q (6840.530000 sec): 3 clusters
  Score: Raw -636220.975683 + Penalty 2852.655418 = -633368.320265
  nChanged 67
		SP:Iteration 23Q (6840.550000 sec): 3 clusters
  Score: Raw -636248.646301 + Penalty 2852.655418 = -633395.990883
  nChanged 55
		SP:Iteration 24Q (6840.560000 sec): 3 clusters
  Score: Raw -636272.520373 + Penalty 2852.655418 = -633419.864955
  nChanged 54
		SP:Iteration 25Q (6840.580000 sec): 3 clusters
  Score: Raw -636299.433818 + Penalty 2852.655418 = -633446.778399
  nChanged 50
		SP:Iteration 26Q (6840.590000 sec): 3 clusters
  Score: Raw -636326.807948 + Penalty 2852.655418 = -633474.152530
  nChanged 62
		SP:Iteration 27Q (6840.610000 sec): 3 clusters
  Score: Raw -636358.745615 + Penalty 2852.655418 = -633506.090197
  nChanged 65
		SP:Iteration 28Q (6840.620000 sec): 3 clusters
  Score: Raw -636394.878437 + Penalty 2852.655418 = -633542.223018
  nChanged 57
		SP:Iteration 29Q (6840.640000 sec): 3 clusters
  Score: Raw -636425.007045 + Penalty 2852.655418 = -633572.351627
  nChanged 36
		SP:Iteration 30Q (6840.650000 sec): 3 clusters
  Score: Raw -636442.712661 + Penalty 2852.655418 = -633590.057243
  nChanged 33
		SP:Iteration 31Q (6840.670000 sec): 3 clusters
  Score: Raw -636460.254607 + Penalty 2852.655418 = -633607.599189
  nChanged 39
		SP:Iteration 32Q (6840.680000 sec): 3 clusters
  Score: Raw -636481.658273 + Penalty 2852.655418 = -633629.002855
  nChanged 25
		SP:Iteration 33Q (6840.700000 sec): 3 clusters
  Score: Raw -636495.284674 + Penalty 2852.655418 = -633642.629256
  nChanged 26
		SP:Iteration 34Q (6840.710000 sec): 3 clusters
  Score: Raw -636511.134915 + Penalty 2852.655418 = -633658.479496
  nChanged 23
		SP:Iteration 35Q (6840.720000 sec): 3 clusters
  Score: Raw -636522.796365 + Penalty 2852.655418 = -633670.140947
  nChanged 25
		SP:Iteration 36Q (6840.740000 sec): 3 clusters
  Score: Raw -636542.584801 + Penalty 2852.655418 = -633689.929383
  nChanged 26
		SP:Iteration 37Q (6840.750000 sec): 3 clusters
  Score: Raw -636560.196026 + Penalty 2852.655418 = -633707.540608
  nChanged 21
		SP:Iteration 38Q (6840.770000 sec): 3 clusters
  Score: Raw -636575.069537 + Penalty 2852.655418 = -633722.414119
  nChanged 21
		SP:Iteration 39Q (6840.780000 sec): 3 clusters
  Score: Raw -636588.016740 + Penalty 2852.655418 = -633735.361321
  nChanged 12
		SP:Iteration 40F (6840.800000 sec): 3 clusters
  Score: Raw -636594.569677 + Penalty 2852.655418 = -633741.914259
  nChanged 10
		SP:Iteration 41Q (6840.810000 sec): 3 clusters
  Score: Raw -636600.673225 + Penalty 2852.655418 = -633748.017807
  nChanged 12
		SP:Iteration 42Q (6840.820000 sec): 3 clusters
  Score: Raw -636606.036842 + Penalty 2852.655418 = -633753.381424
  nChanged 8
		SP:Iteration 43Q (6840.840000 sec): 3 clusters
  Score: Raw -636609.709287 + Penalty 2852.655418 = -633757.053869
  nChanged 9
		SP:Iteration 44Q (6840.850000 sec): 3 clusters
  Score: Raw -636613.437011 + Penalty 2852.655418 = -633760.781593
  nChanged 8
		SP:Iteration 45Q (6840.860000 sec): 3 clusters
  Score: Raw -636618.018373 + Penalty 2852.655418 = -633765.362955
  nChanged 6
		SP:Iteration 46Q (6840.880000 sec): 3 clusters
  Score: Raw -636621.086909 + Penalty 2852.655418 = -633768.431491
  nChanged 4
		SP:Iteration 47Q (6840.890000 sec): 3 clusters
  Score: Raw -636624.189154 + Penalty 2852.655418 = -633771.533736
  nChanged 6
		SP:Iteration 48Q (6840.900000 sec): 3 clusters
  Score: Raw -636627.846969 + Penalty 2852.655418 = -633775.191551
  nChanged 8
		SP:Iteration 49Q (6840.920000 sec): 3 clusters
  Score: Raw -636634.029214 + Penalty 2852.655418 = -633781.373795
  nChanged 8
		SP:Iteration 50Q (6840.930000 sec): 3 clusters
  Score: Raw -636640.388539 + Penalty 2852.655418 = -633787.733121
  nChanged 10
		SP:Iteration 51Q (6840.940000 sec): 3 clusters
  Score: Raw -636647.291678 + Penalty 2852.655418 = -633794.636260
  nChanged 4
		SP:Iteration 52Q (6840.960000 sec): 3 clusters
  Score: Raw -636651.382938 + Penalty 2852.655418 = -633798.727520
  nChanged 2
		SP:Iteration 53Q (6840.970000 sec): 3 clusters
  Score: Raw -636653.038965 + Penalty 2852.655418 = -633800.383546
  nChanged 4
		SP:Iteration 54Q (6840.980000 sec): 3 clusters
  Score: Raw -636656.161765 + Penalty 2852.655418 = -633803.506347
  nChanged 4
		SP:Iteration 55Q (6841.000000 sec): 3 clusters
  Score: Raw -636658.293124 + Penalty 2852.655418 = -633805.637706
  nChanged 3
		SP:Iteration 56Q (6841.010000 sec): 3 clusters
  Score: Raw -636661.128602 + Penalty 2852.655418 = -633808.473184
  nChanged 5
		SP:Iteration 57Q (6841.020000 sec): 3 clusters
  Score: Raw -636665.200197 + Penalty 2852.655418 = -633812.544779
  nChanged 7
		SP:Iteration 58Q (6841.040000 sec): 3 clusters
  Score: Raw -636669.161104 + Penalty 2852.655418 = -633816.505686
  nChanged 2
		SP:Iteration 59Q (6841.050000 sec): 3 clusters
  Score: Raw -636670.676821 + Penalty 2852.655418 = -633818.021403
  nChanged 1
		SP:Iteration 60F (6841.060000 sec): 3 clusters
  Score: Raw -636671.246546 + Penalty 2852.655418 = -633818.591128
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6841.080000 sec): 2 clusters
  Score: Raw -418655.419683 + Penalty 1357.940162 = -417297.479521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6841.090000 sec): 3 clusters
  Score: Raw -416509.497338 + Penalty 2715.880325 = -413793.617013
  nChanged 1677
		SP:Iteration 1F (6841.100000 sec): 3 clusters
  Score: Raw -417427.961749 + Penalty 2715.880325 = -414712.081424
  nChanged 301
		SP:Iteration 2F (6841.110000 sec): 3 clusters
  Score: Raw -417593.946176 + Penalty 2715.880325 = -414878.065851
  nChanged 233
		SP:Iteration 3F (6841.120000 sec): 3 clusters
  Score: Raw -417720.161790 + Penalty 2715.880325 = -415004.281465
  nChanged 175
		SP:Iteration 4Q (6841.130000 sec): 3 clusters
  Score: Raw -417803.469701 + Penalty 2715.880325 = -415087.589376
  nChanged 120
		SP:Iteration 5Q (6841.140000 sec): 3 clusters
  Score: Raw -417863.792195 + Penalty 2715.880325 = -415147.911870
  nChanged 120
		SP:Iteration 6Q (6841.150000 sec): 3 clusters
  Score: Raw -417923.217252 + Penalty 2715.880325 = -415207.336928
  nChanged 114
		SP:Iteration 7Q (6841.160000 sec): 3 clusters
  Score: Raw -417973.803030 + Penalty 2715.880325 = -415257.922705
  nChanged 93
		SP:Iteration 8Q (6841.170000 sec): 3 clusters
  Score: Raw -418020.314328 + Penalty 2715.880325 = -415304.434003
  nChanged 90
		SP:Iteration 9Q (6841.180000 sec): 3 clusters
  Score: Raw -418061.697256 + Penalty 2715.880325 = -415345.816932
  nChanged 83
		SP:Iteration 10Q (6841.190000 sec): 3 clusters
  Score: Raw -418093.301880 + Penalty 2715.880325 = -415377.421555
  nChanged 85
		SP:Iteration 11Q (6841.200000 sec): 3 clusters
  Score: Raw -418131.090686 + Penalty 2715.880325 = -415415.210361
  nChanged 70
		SP:Iteration 12Q (6841.210000 sec): 3 clusters
  Score: Raw -418165.185018 + Penalty 2715.880325 = -415449.304693
  nChanged 79
		SP:Iteration 13Q (6841.220000 sec): 3 clusters
  Score: Raw -418205.288370 + Penalty 2715.880325 = -415489.408046
  nChanged 99
		SP:Iteration 14Q (6841.230000 sec): 3 clusters
  Score: Raw -418254.166208 + Penalty 2715.880325 = -415538.285884
  nChanged 82
		SP:Iteration 15Q (6841.240000 sec): 3 clusters
  Score: Raw -418293.139971 + Penalty 2715.880325 = -415577.259646
  nChanged 75
		SP:Iteration 16Q (6841.250000 sec): 3 clusters
  Score: Raw -418329.026660 + Penalty 2715.880325 = -415613.146335
  nChanged 64
		SP:Iteration 17Q (6841.260000 sec): 3 clusters
  Score: Raw -418357.383144 + Penalty 2715.880325 = -415641.502819
  nChanged 50
		SP:Iteration 18Q (6841.270000 sec): 3 clusters
  Score: Raw -418380.683277 + Penalty 2715.880325 = -415664.802952
  nChanged 55
		SP:Iteration 19Q (6841.280000 sec): 3 clusters
  Score: Raw -418406.131903 + Penalty 2715.880325 = -415690.251578
  nChanged 51
		SP:Iteration 20F (6841.280000 sec): 3 clusters
  Score: Raw -418429.232099 + Penalty 2715.880325 = -415713.351775
  nChanged 65
		SP:Iteration 21Q (6841.300000 sec): 3 clusters
  Score: Raw -418458.114064 + Penalty 2715.880325 = -415742.233739
  nChanged 58
		SP:Iteration 22Q (6841.300000 sec): 3 clusters
  Score: Raw -418485.585416 + Penalty 2715.880325 = -415769.705091
  nChanged 64
		SP:Iteration 23Q (6841.320000 sec): 3 clusters
  Score: Raw -418522.123463 + Penalty 2715.880325 = -415806.243138
  nChanged 67
		SP:Iteration 24Q (6841.320000 sec): 3 clusters
  Score: Raw -418554.170520 + Penalty 2715.880325 = -415838.290195
  nChanged 44
		SP:Iteration 25Q (6841.330000 sec): 3 clusters
  Score: Raw -418573.962881 + Penalty 2715.880325 = -415858.082556
  nChanged 49
		SP:Iteration 26Q (6841.340000 sec): 3 clusters
  Score: Raw -418600.569471 + Penalty 2715.880325 = -415884.689146
  nChanged 51
		SP:Iteration 27Q (6841.350000 sec): 3 clusters
  Score: Raw -418626.874311 + Penalty 2715.880325 = -415910.993987
  nChanged 44
		SP:Iteration 28Q (6841.360000 sec): 3 clusters
  Score: Raw -418650.571287 + Penalty 2715.880325 = -415934.690962
  nChanged 42
		SP:Iteration 29Q (6841.370000 sec): 3 clusters
  Score: Raw -418674.475012 + Penalty 2715.880325 = -415958.594687
  nChanged 40
		SP:Iteration 30Q (6841.380000 sec): 3 clusters
  Score: Raw -418697.442872 + Penalty 2715.880325 = -415981.562548
  nChanged 32
		SP:Iteration 31Q (6841.390000 sec): 3 clusters
  Score: Raw -418716.366034 + Penalty 2715.880325 = -416000.485709
  nChanged 29
		SP:Iteration 32Q (6841.400000 sec): 3 clusters
  Score: Raw -418730.835619 + Penalty 2715.880325 = -416014.955294
  nChanged 22
		SP:Iteration 33Q (6841.410000 sec): 3 clusters
  Score: Raw -418738.508343 + Penalty 2715.880325 = -416022.628018
  nChanged 17
		SP:Iteration 34Q (6841.420000 sec): 3 clusters
  Score: Raw -418746.052967 + Penalty 2715.880325 = -416030.172643
  nChanged 16
		SP:Iteration 35Q (6841.420000 sec): 3 clusters
  Score: Raw -418753.579140 + Penalty 2715.880325 = -416037.698815
  nChanged 12
		SP:Iteration 36Q (6841.430000 sec): 3 clusters
  Score: Raw -418759.461641 + Penalty 2715.880325 = -416043.581316
  nChanged 17
		SP:Iteration 37Q (6841.440000 sec): 3 clusters
  Score: Raw -418769.283480 + Penalty 2715.880325 = -416053.403155
  nChanged 13
		SP:Iteration 38Q (6841.450000 sec): 3 clusters
  Score: Raw -418775.404216 + Penalty 2715.880325 = -416059.523892
  nChanged 11
		SP:Iteration 39Q (6841.460000 sec): 3 clusters
  Score: Raw -418782.823000 + Penalty 2715.880325 = -416066.942675
  nChanged 8
		SP:Iteration 40F (6841.470000 sec): 3 clusters
  Score: Raw -418787.545809 + Penalty 2715.880325 = -416071.665484
  nChanged 12
		SP:Iteration 41Q (6841.480000 sec): 3 clusters
  Score: Raw -418794.725737 + Penalty 2715.880325 = -416078.845413
  nChanged 13
		SP:Iteration 42Q (6841.490000 sec): 3 clusters
  Score: Raw -418805.810918 + Penalty 2715.880325 = -416089.930594
  nChanged 15
		SP:Iteration 43Q (6841.500000 sec): 3 clusters
  Score: Raw -418815.403210 + Penalty 2715.880325 = -416099.522885
  nChanged 16
		SP:Iteration 44Q (6841.500000 sec): 3 clusters
  Score: Raw -418826.342269 + Penalty 2715.880325 = -416110.461945
  nChanged 17
		SP:Iteration 45Q (6841.510000 sec): 3 clusters
  Score: Raw -418840.369095 + Penalty 2715.880325 = -416124.488771
  nChanged 20
		SP:Iteration 46Q (6841.520000 sec): 3 clusters
  Score: Raw -418852.823741 + Penalty 2715.880325 = -416136.943416
  nChanged 12
		SP:Iteration 47Q (6841.530000 sec): 3 clusters
  Score: Raw -418862.383504 + Penalty 2715.880325 = -416146.503179
  nChanged 12
		SP:Iteration 48Q (6841.540000 sec): 3 clusters
  Score: Raw -418872.476682 + Penalty 2715.880325 = -416156.596357
  nChanged 8
		SP:Iteration 49Q (6841.550000 sec): 3 clusters
  Score: Raw -418878.256882 + Penalty 2715.880325 = -416162.376557
  nChanged 6
		SP:Iteration 50Q (6841.560000 sec): 3 clusters
  Score: Raw -418881.682552 + Penalty 2715.880325 = -416165.802227
  nChanged 2
		SP:Iteration 51Q (6841.560000 sec): 3 clusters
  Score: Raw -418882.471502 + Penalty 2715.880325 = -416166.591178
  nChanged 0
		SP:Iteration 52F (6841.580000 sec): 3 clusters
  Score: Raw -418882.471502 + Penalty 2715.880325 = -416166.591178
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6841.590000 sec): 2 clusters
  Score: Raw -278399.152122 + Penalty 1299.565609 = -277099.586513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6841.590000 sec): 3 clusters
  Score: Raw -276970.812865 + Penalty 2599.131217 = -274371.681648
  nChanged 1124
		SP:Iteration 1F (6841.600000 sec): 3 clusters
  Score: Raw -277706.692023 + Penalty 2599.131217 = -275107.560806
  nChanged 254
		SP:Iteration 2F (6841.610000 sec): 3 clusters
  Score: Raw -277889.469724 + Penalty 2599.131217 = -275290.338506
  nChanged 194
		SP:Iteration 3F (6841.620000 sec): 3 clusters
  Score: Raw -278043.402219 + Penalty 2599.131217 = -275444.271001
  nChanged 166
		SP:Iteration 4F (6841.620000 sec): 3 clusters
  Score: Raw -278169.428935 + Penalty 2599.131217 = -275570.297717
  nChanged 141
		SP:Iteration 5Q (6841.630000 sec): 3 clusters
  Score: Raw -278274.409879 + Penalty 2599.131217 = -275675.278662
  nChanged 103
		SP:Iteration 6Q (6841.640000 sec): 3 clusters
  Score: Raw -278351.112443 + Penalty 2599.131217 = -275751.981225
  nChanged 85
		SP:Iteration 7Q (6841.640000 sec): 3 clusters
  Score: Raw -278433.670984 + Penalty 2599.131217 = -275834.539766
  nChanged 74
		SP:Iteration 8Q (6841.650000 sec): 3 clusters
  Score: Raw -278493.362659 + Penalty 2599.131217 = -275894.231442
  nChanged 67
		SP:Iteration 9Q (6841.660000 sec): 3 clusters
  Score: Raw -278534.952174 + Penalty 2599.131217 = -275935.820957
  nChanged 51
		SP:Iteration 10Q (6841.660000 sec): 3 clusters
  Score: Raw -278562.785607 + Penalty 2599.131217 = -275963.654389
  nChanged 40
		SP:Iteration 11Q (6841.670000 sec): 3 clusters
  Score: Raw -278585.898168 + Penalty 2599.131217 = -275986.766951
  nChanged 24
		SP:Iteration 12Q (6841.680000 sec): 3 clusters
  Score: Raw -278598.114475 + Penalty 2599.131217 = -275998.983257
  nChanged 20
		SP:Iteration 13Q (6841.680000 sec): 3 clusters
  Score: Raw -278607.971866 + Penalty 2599.131217 = -276008.840649
  nChanged 14
		SP:Iteration 14Q (6841.690000 sec): 3 clusters
  Score: Raw -278616.129929 + Penalty 2599.131217 = -276016.998712
  nChanged 13
		SP:Iteration 15Q (6841.700000 sec): 3 clusters
  Score: Raw -278624.206106 + Penalty 2599.131217 = -276025.074888
  nChanged 18
		SP:Iteration 16Q (6841.700000 sec): 3 clusters
  Score: Raw -278634.330127 + Penalty 2599.131217 = -276035.198909
  nChanged 17
		SP:Iteration 17Q (6841.710000 sec): 3 clusters
  Score: Raw -278643.648181 + Penalty 2599.131217 = -276044.516963
  nChanged 14
		SP:Iteration 18Q (6841.720000 sec): 3 clusters
  Score: Raw -278653.102832 + Penalty 2599.131217 = -276053.971614
  nChanged 14
		SP:Iteration 19Q (6841.720000 sec): 3 clusters
  Score: Raw -278664.552335 + Penalty 2599.131217 = -276065.421117
  nChanged 14
		SP:Iteration 20F (6841.730000 sec): 3 clusters
  Score: Raw -278672.190828 + Penalty 2599.131217 = -276073.059610
  nChanged 6
		SP:Iteration 21Q (6841.740000 sec): 3 clusters
  Score: Raw -278675.824445 + Penalty 2599.131217 = -276076.693228
  nChanged 6
		SP:Iteration 22Q (6841.740000 sec): 3 clusters
  Score: Raw -278679.420674 + Penalty 2599.131217 = -276080.289456
  nChanged 12
		SP:Iteration 23Q (6841.750000 sec): 3 clusters
  Score: Raw -278686.953371 + Penalty 2599.131217 = -276087.822153
  nChanged 9
		SP:Iteration 24Q (6841.760000 sec): 3 clusters
  Score: Raw -278690.282903 + Penalty 2599.131217 = -276091.151685
  nChanged 9
		SP:Iteration 25Q (6841.760000 sec): 3 clusters
  Score: Raw -278693.594416 + Penalty 2599.131217 = -276094.463198
  nChanged 5
		SP:Iteration 26Q (6841.770000 sec): 3 clusters
  Score: Raw -278695.518867 + Penalty 2599.131217 = -276096.387650
  nChanged 2
		SP:Iteration 27Q (6841.780000 sec): 3 clusters
  Score: Raw -278696.814817 + Penalty 2599.131217 = -276097.683599
  nChanged 2
		SP:Iteration 28Q (6841.780000 sec): 3 clusters
  Score: Raw -278698.799067 + Penalty 2599.131217 = -276099.667849
  nChanged 10
		SP:Iteration 29Q (6841.790000 sec): 3 clusters
  Score: Raw -278705.488577 + Penalty 2599.131217 = -276106.357359
  nChanged 7
		SP:Iteration 30Q (6841.800000 sec): 3 clusters
  Score: Raw -278709.792855 + Penalty 2599.131217 = -276110.661638
  nChanged 8
		SP:Iteration 31Q (6841.800000 sec): 3 clusters
  Score: Raw -278714.626706 + Penalty 2599.131217 = -276115.495488
  nChanged 4
		SP:Iteration 32Q (6841.810000 sec): 3 clusters
  Score: Raw -278715.809634 + Penalty 2599.131217 = -276116.678417
  nChanged 5
		SP:Iteration 33Q (6841.810000 sec): 3 clusters
  Score: Raw -278717.689695 + Penalty 2599.131217 = -276118.558478
  nChanged 5
		SP:Iteration 34Q (6841.820000 sec): 3 clusters
  Score: Raw -278719.980643 + Penalty 2599.131217 = -276120.849425
  nChanged 5
		SP:Iteration 35Q (6841.830000 sec): 3 clusters
  Score: Raw -278721.948578 + Penalty 2599.131217 = -276122.817360
  nChanged 1
		SP:Iteration 36Q (6841.830000 sec): 3 clusters
  Score: Raw -278722.418314 + Penalty 2599.131217 = -276123.287097
  nChanged 0
		SP:Iteration 37F (6841.840000 sec): 3 clusters
  Score: Raw -278722.418314 + Penalty 2599.131217 = -276123.287097
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6841.910000 sec): 2 clusters
  Score: Raw -2386920.670075 + Penalty 1630.323482 = -2385290.346593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6841.970000 sec): 3 clusters
  Score: Raw -2373004.568483 + Penalty 3260.646964 = -2369743.921519
  nChanged 10373
		SP:Iteration 1F (6842.030000 sec): 3 clusters
  Score: Raw -2378604.601424 + Penalty 3260.646964 = -2375343.954460
  nChanged 1029
		SP:Iteration 2Q (6842.080000 sec): 3 clusters
  Score: Raw -2378910.431713 + Penalty 3260.646964 = -2375649.784749
  nChanged 873
		SP:Iteration 3Q (6842.140000 sec): 3 clusters
  Score: Raw -2379160.434733 + Penalty 3260.646964 = -2375899.787769
  nChanged 773
		SP:Iteration 4Q (6842.200000 sec): 3 clusters
  Score: Raw -2379381.456099 + Penalty 3260.646964 = -2376120.809135
  nChanged 707
		SP:Iteration 5Q (6842.260000 sec): 3 clusters
  Score: Raw -2379603.576219 + Penalty 3260.646964 = -2376342.929255
  nChanged 745
		SP:Iteration 6Q (6842.320000 sec): 3 clusters
  Score: Raw -2379877.189880 + Penalty 3260.646964 = -2376616.542916
  nChanged 774
		SP:Iteration 7Q (6842.370000 sec): 3 clusters
  Score: Raw -2380172.813822 + Penalty 3260.646964 = -2376912.166858
  nChanged 789
		SP:Iteration 8Q (6842.430000 sec): 3 clusters
  Score: Raw -2380506.373064 + Penalty 3260.646964 = -2377245.726100
  nChanged 814
		SP:Iteration 9Q (6842.490000 sec): 3 clusters
  Score: Raw -2380898.721813 + Penalty 3260.646964 = -2377638.074849
  nChanged 868
		SP:Iteration 10Q (6842.540000 sec): 3 clusters
  Score: Raw -2381393.148071 + Penalty 3260.646964 = -2378132.501107
  nChanged 946
		SP:Iteration 11Q (6842.600000 sec): 3 clusters
  Score: Raw -2381969.138346 + Penalty 3260.646964 = -2378708.491383
  nChanged 998
		SP:Iteration 12Q (6842.660000 sec): 3 clusters
  Score: Raw -2382565.520522 + Penalty 3260.646964 = -2379304.873558
  nChanged 964
		SP:Iteration 13Q (6842.720000 sec): 3 clusters
  Score: Raw -2383128.769717 + Penalty 3260.646964 = -2379868.122753
  nChanged 930
		SP:Iteration 14Q (6842.770000 sec): 3 clusters
  Score: Raw -2383676.271890 + Penalty 3260.646964 = -2380415.624927
  nChanged 821
		SP:Iteration 15Q (6842.820000 sec): 3 clusters
  Score: Raw -2384130.650894 + Penalty 3260.646964 = -2380870.003930
  nChanged 734
		SP:Iteration 16Q (6842.880000 sec): 3 clusters
  Score: Raw -2384501.156652 + Penalty 3260.646964 = -2381240.509688
  nChanged 616
		SP:Iteration 17Q (6842.930000 sec): 3 clusters
  Score: Raw -2384819.363388 + Penalty 3260.646964 = -2381558.716425
  nChanged 547
		SP:Iteration 18Q (6842.980000 sec): 3 clusters
  Score: Raw -2385096.043399 + Penalty 3260.646964 = -2381835.396435
  nChanged 476
		SP:Iteration 19Q (6843.030000 sec): 3 clusters
  Score: Raw -2385331.979474 + Penalty 3260.646964 = -2382071.332511
  nChanged 428
		SP:Iteration 20F (6843.080000 sec): 3 clusters
  Score: Raw -2385544.204303 + Penalty 3260.646964 = -2382283.557340
  nChanged 397
		SP:Iteration 21Q (6843.130000 sec): 3 clusters
  Score: Raw -2385751.825882 + Penalty 3260.646964 = -2382491.178918
  nChanged 358
		SP:Iteration 22Q (6843.180000 sec): 3 clusters
  Score: Raw -2385937.533697 + Penalty 3260.646964 = -2382676.886733
  nChanged 319
		SP:Iteration 23Q (6843.230000 sec): 3 clusters
  Score: Raw -2386099.747286 + Penalty 3260.646964 = -2382839.100323
  nChanged 265
		SP:Iteration 24Q (6843.270000 sec): 3 clusters
  Score: Raw -2386240.550717 + Penalty 3260.646964 = -2382979.903753
  nChanged 253
		SP:Iteration 25Q (6843.320000 sec): 3 clusters
  Score: Raw -2386385.291439 + Penalty 3260.646964 = -2383124.644475
  nChanged 224
		SP:Iteration 26Q (6843.360000 sec): 3 clusters
  Score: Raw -2386521.382944 + Penalty 3260.646964 = -2383260.735980
  nChanged 191
		SP:Iteration 27Q (6843.400000 sec): 3 clusters
  Score: Raw -2386643.875778 + Penalty 3260.646964 = -2383383.228815
  nChanged 164
		SP:Iteration 28Q (6843.440000 sec): 3 clusters
  Score: Raw -2386747.436257 + Penalty 3260.646964 = -2383486.789294
  nChanged 114
		SP:Iteration 29Q (6843.490000 sec): 3 clusters
  Score: Raw -2386818.175360 + Penalty 3260.646964 = -2383557.528396
  nChanged 90
		SP:Iteration 30Q (6843.530000 sec): 3 clusters
  Score: Raw -2386879.513548 + Penalty 3260.646964 = -2383618.866585
  nChanged 71
		SP:Iteration 31Q (6843.570000 sec): 3 clusters
  Score: Raw -2386928.651490 + Penalty 3260.646964 = -2383668.004526
  nChanged 60
		SP:Iteration 32Q (6843.610000 sec): 3 clusters
  Score: Raw -2386971.244849 + Penalty 3260.646964 = -2383710.597886
  nChanged 43
		SP:Iteration 33Q (6843.650000 sec): 3 clusters
  Score: Raw -2386997.389137 + Penalty 3260.646964 = -2383736.742173
  nChanged 32
		SP:Iteration 34Q (6843.690000 sec): 3 clusters
  Score: Raw -2387023.327633 + Penalty 3260.646964 = -2383762.680669
  nChanged 31
		SP:Iteration 35Q (6843.730000 sec): 3 clusters
  Score: Raw -2387048.634079 + Penalty 3260.646964 = -2383787.987116
  nChanged 19
		SP:Iteration 36Q (6843.770000 sec): 3 clusters
  Score: Raw -2387062.346299 + Penalty 3260.646964 = -2383801.699336
  nChanged 15
		SP:Iteration 37Q (6843.810000 sec): 3 clusters
  Score: Raw -2387072.244806 + Penalty 3260.646964 = -2383811.597842
  nChanged 10
		SP:Iteration 38Q (6843.840000 sec): 3 clusters
  Score: Raw -2387081.102962 + Penalty 3260.646964 = -2383820.455998
  nChanged 9
		SP:Iteration 39Q (6843.880000 sec): 3 clusters
  Score: Raw -2387088.837441 + Penalty 3260.646964 = -2383828.190477
  nChanged 14
		SP:Iteration 40F (6843.940000 sec): 3 clusters
  Score: Raw -2387101.342408 + Penalty 3260.646964 = -2383840.695445
  nChanged 16
		SP:Iteration 41Q (6843.980000 sec): 3 clusters
  Score: Raw -2387112.807817 + Penalty 3260.646964 = -2383852.160853
  nChanged 12
		SP:Iteration 42Q (6844.020000 sec): 3 clusters
  Score: Raw -2387123.144704 + Penalty 3260.646964 = -2383862.497740
  nChanged 11
		SP:Iteration 43Q (6844.060000 sec): 3 clusters
  Score: Raw -2387130.195079 + Penalty 3260.646964 = -2383869.548115
  nChanged 11
		SP:Iteration 44Q (6844.100000 sec): 3 clusters
  Score: Raw -2387138.430773 + Penalty 3260.646964 = -2383877.783809
  nChanged 7
		SP:Iteration 45Q (6844.140000 sec): 3 clusters
  Score: Raw -2387148.499515 + Penalty 3260.646964 = -2383887.852552
  nChanged 13
		SP:Iteration 46Q (6844.180000 sec): 3 clusters
  Score: Raw -2387159.977803 + Penalty 3260.646964 = -2383899.330839
  nChanged 6
		SP:Iteration 47Q (6844.220000 sec): 3 clusters
  Score: Raw -2387164.516169 + Penalty 3260.646964 = -2383903.869205
  nChanged 7
		SP:Iteration 48Q (6844.260000 sec): 3 clusters
  Score: Raw -2387172.546532 + Penalty 3260.646964 = -2383911.899568
  nChanged 8
		SP:Iteration 49Q (6844.300000 sec): 3 clusters
  Score: Raw -2387179.272299 + Penalty 3260.646964 = -2383918.625335
  nChanged 6
		SP:Iteration 50Q (6844.330000 sec): 3 clusters
  Score: Raw -2387185.155566 + Penalty 3260.646964 = -2383924.508603
  nChanged 3
		SP:Iteration 51Q (6844.370000 sec): 3 clusters
  Score: Raw -2387188.114908 + Penalty 3260.646964 = -2383927.467945
  nChanged 2
		SP:Iteration 52Q (6844.410000 sec): 3 clusters
  Score: Raw -2387190.494834 + Penalty 3260.646964 = -2383929.847870
  nChanged 1
		SP:Iteration 53Q (6844.450000 sec): 3 clusters
  Score: Raw -2387190.998151 + Penalty 3260.646964 = -2383930.351187
  nChanged 0
		SP:Iteration 54F (6844.510000 sec): 3 clusters
  Score: Raw -2387190.998151 + Penalty 3260.646964 = -2383930.351187
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6844.530000 sec): 2 clusters
  Score: Raw -155694.244164 + Penalty 1204.476054 = -154489.768110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6844.530000 sec): 3 clusters
  Score: Raw -155015.889525 + Penalty 2408.952109 = -152606.937416
  nChanged 584
		SP:Iteration 1F (6844.540000 sec): 3 clusters
  Score: Raw -155445.615737 + Penalty 2408.952109 = -153036.663628
  nChanged 123
		SP:Iteration 2F (6844.540000 sec): 3 clusters
  Score: Raw -155540.731145 + Penalty 2408.952109 = -153131.779036
  nChanged 75
		SP:Iteration 3Q (6844.540000 sec): 3 clusters
  Score: Raw -155610.638988 + Penalty 2408.952109 = -153201.686879
  nChanged 57
		SP:Iteration 4Q (6844.550000 sec): 3 clusters
  Score: Raw -155663.784028 + Penalty 2408.952109 = -153254.831919
  nChanged 43
		SP:Iteration 5Q (6844.550000 sec): 3 clusters
  Score: Raw -155703.719849 + Penalty 2408.952109 = -153294.767740
  nChanged 36
		SP:Iteration 6Q (6844.560000 sec): 3 clusters
  Score: Raw -155728.030366 + Penalty 2408.952109 = -153319.078257
  nChanged 29
		SP:Iteration 7Q (6844.560000 sec): 3 clusters
  Score: Raw -155747.681322 + Penalty 2408.952109 = -153338.729213
  nChanged 30
		SP:Iteration 8Q (6844.560000 sec): 3 clusters
  Score: Raw -155769.387797 + Penalty 2408.952109 = -153360.435689
  nChanged 25
		SP:Iteration 9Q (6844.570000 sec): 3 clusters
  Score: Raw -155787.229441 + Penalty 2408.952109 = -153378.277332
  nChanged 24
		SP:Iteration 10Q (6844.570000 sec): 3 clusters
  Score: Raw -155804.911077 + Penalty 2408.952109 = -153395.958968
  nChanged 19
		SP:Iteration 11Q (6844.580000 sec): 3 clusters
  Score: Raw -155822.446294 + Penalty 2408.952109 = -153413.494185
  nChanged 20
		SP:Iteration 12Q (6844.580000 sec): 3 clusters
  Score: Raw -155839.989552 + Penalty 2408.952109 = -153431.037443
  nChanged 16
		SP:Iteration 13Q (6844.580000 sec): 3 clusters
  Score: Raw -155853.830496 + Penalty 2408.952109 = -153444.878388
  nChanged 16
		SP:Iteration 14Q (6844.590000 sec): 3 clusters
  Score: Raw -155866.403344 + Penalty 2408.952109 = -153457.451235
  nChanged 15
		SP:Iteration 15Q (6844.590000 sec): 3 clusters
  Score: Raw -155880.709346 + Penalty 2408.952109 = -153471.757237
  nChanged 20
		SP:Iteration 16Q (6844.600000 sec): 3 clusters
  Score: Raw -155898.079485 + Penalty 2408.952109 = -153489.127377
  nChanged 18
		SP:Iteration 17Q (6844.600000 sec): 3 clusters
  Score: Raw -155909.811248 + Penalty 2408.952109 = -153500.859139
  nChanged 13
		SP:Iteration 18Q (6844.600000 sec): 3 clusters
  Score: Raw -155919.074388 + Penalty 2408.952109 = -153510.122279
  nChanged 13
		SP:Iteration 19Q (6844.610000 sec): 3 clusters
  Score: Raw -155928.331509 + Penalty 2408.952109 = -153519.379400
  nChanged 10
		SP:Iteration 20F (6844.610000 sec): 3 clusters
  Score: Raw -155933.468876 + Penalty 2408.952109 = -153524.516768
  nChanged 8
		SP:Iteration 21Q (6844.610000 sec): 3 clusters
  Score: Raw -155941.287012 + Penalty 2408.952109 = -153532.334903
  nChanged 9
		SP:Iteration 22Q (6844.620000 sec): 3 clusters
  Score: Raw -155949.080733 + Penalty 2408.952109 = -153540.128624
  nChanged 7
		SP:Iteration 23Q (6844.620000 sec): 3 clusters
  Score: Raw -155957.862811 + Penalty 2408.952109 = -153548.910703
  nChanged 15
		SP:Iteration 24Q (6844.620000 sec): 3 clusters
  Score: Raw -155968.381466 + Penalty 2408.952109 = -153559.429357
  nChanged 9
		SP:Iteration 25Q (6844.630000 sec): 3 clusters
  Score: Raw -155974.943268 + Penalty 2408.952109 = -153565.991159
  nChanged 7
		SP:Iteration 26Q (6844.630000 sec): 3 clusters
  Score: Raw -155979.252594 + Penalty 2408.952109 = -153570.300485
  nChanged 5
		SP:Iteration 27Q (6844.640000 sec): 3 clusters
  Score: Raw -155982.636003 + Penalty 2408.952109 = -153573.683894
  nChanged 5
		SP:Iteration 28Q (6844.640000 sec): 3 clusters
  Score: Raw -155986.810724 + Penalty 2408.952109 = -153577.858615
  nChanged 9
		SP:Iteration 29Q (6844.640000 sec): 3 clusters
  Score: Raw -155992.040254 + Penalty 2408.952109 = -153583.088145
  nChanged 6
		SP:Iteration 30Q (6844.650000 sec): 3 clusters
  Score: Raw -155995.000214 + Penalty 2408.952109 = -153586.048105
  nChanged 6
		SP:Iteration 31Q (6844.650000 sec): 3 clusters
  Score: Raw -155997.907250 + Penalty 2408.952109 = -153588.955141
  nChanged 1
		SP:Iteration 32Q (6844.660000 sec): 3 clusters
  Score: Raw -155998.215528 + Penalty 2408.952109 = -153589.263419
  nChanged 3
		SP:Iteration 33Q (6844.660000 sec): 3 clusters
  Score: Raw -155999.505896 + Penalty 2408.952109 = -153590.553787
  nChanged 1
		SP:Iteration 34Q (6844.660000 sec): 3 clusters
  Score: Raw -155999.630850 + Penalty 2408.952109 = -153590.678741
  nChanged 0
		SP:Iteration 35F (6844.670000 sec): 3 clusters
  Score: Raw -155999.630850 + Penalty 2408.952109 = -153590.678741
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (2964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6844.690000 sec): 2 clusters
  Score: Raw -264205.404513 + Penalty 1299.072935 = -262906.331578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6844.690000 sec): 3 clusters
  Score: Raw -262871.001186 + Penalty 2598.145871 = -260272.855316
  nChanged 1133
		SP:Iteration 1F (6844.700000 sec): 3 clusters
  Score: Raw -263749.402866 + Penalty 2598.145871 = -261151.256996
  nChanged 299
		SP:Iteration 2F (6844.710000 sec): 3 clusters
  Score: Raw -264090.008788 + Penalty 2598.145871 = -261491.862918
  nChanged 247
		SP:Iteration 3F (6844.710000 sec): 3 clusters
  Score: Raw -264416.117340 + Penalty 2598.145871 = -261817.971470
  nChanged 204
		SP:Iteration 4F (6844.720000 sec): 3 clusters
  Score: Raw -264630.422967 + Penalty 2598.145871 = -262032.277096
  nChanged 167
		SP:Iteration 5F (6844.730000 sec): 3 clusters
  Score: Raw -264782.940313 + Penalty 2598.145871 = -262184.794442
  nChanged 98
		SP:Iteration 6Q (6844.730000 sec): 3 clusters
  Score: Raw -264853.647723 + Penalty 2598.145871 = -262255.501852
  nChanged 72
		SP:Iteration 7Q (6844.740000 sec): 3 clusters
  Score: Raw -264894.722495 + Penalty 2598.145871 = -262296.576625
  nChanged 44
		SP:Iteration 8Q (6844.750000 sec): 3 clusters
  Score: Raw -264915.317389 + Penalty 2598.145871 = -262317.171518
  nChanged 30
		SP:Iteration 9Q (6844.750000 sec): 3 clusters
  Score: Raw -264930.894721 + Penalty 2598.145871 = -262332.748850
  nChanged 23
		SP:Iteration 10Q (6844.760000 sec): 3 clusters
  Score: Raw -264938.172216 + Penalty 2598.145871 = -262340.026345
  nChanged 16
		SP:Iteration 11Q (6844.770000 sec): 3 clusters
  Score: Raw -264943.722304 + Penalty 2598.145871 = -262345.576433
  nChanged 13
		SP:Iteration 12Q (6844.770000 sec): 3 clusters
  Score: Raw -264949.334482 + Penalty 2598.145871 = -262351.188612
  nChanged 10
		SP:Iteration 13Q (6844.780000 sec): 3 clusters
  Score: Raw -264953.715151 + Penalty 2598.145871 = -262355.569280
  nChanged 12
		SP:Iteration 14Q (6844.790000 sec): 3 clusters
  Score: Raw -264958.688979 + Penalty 2598.145871 = -262360.543108
  nChanged 7
		SP:Iteration 15Q (6844.790000 sec): 3 clusters
  Score: Raw -264960.819704 + Penalty 2598.145871 = -262362.673833
  nChanged 5
		SP:Iteration 16Q (6844.800000 sec): 3 clusters
  Score: Raw -264962.373526 + Penalty 2598.145871 = -262364.227656
  nChanged 3
		SP:Iteration 17Q (6844.810000 sec): 3 clusters
  Score: Raw -264963.111393 + Penalty 2598.145871 = -262364.965522
  nChanged 2
		SP:Iteration 18Q (6844.810000 sec): 3 clusters
  Score: Raw -264964.058840 + Penalty 2598.145871 = -262365.912969
  nChanged 4
		SP:Iteration 19Q (6844.820000 sec): 3 clusters
  Score: Raw -264965.170634 + Penalty 2598.145871 = -262367.024764
  nChanged 0
		SP:Iteration 20F (6844.830000 sec): 3 clusters
  Score: Raw -264965.170634 + Penalty 2598.145871 = -262367.024764
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6844.840000 sec): 2 clusters
  Score: Raw -437271.191878 + Penalty 1366.488898 = -435904.702980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6844.850000 sec): 3 clusters
  Score: Raw -435010.624043 + Penalty 2732.977795 = -432277.646248
  nChanged 1815
		SP:Iteration 1F (6844.860000 sec): 3 clusters
  Score: Raw -436025.498498 + Penalty 2732.977795 = -433292.520702
  nChanged 355
		SP:Iteration 2F (6844.870000 sec): 3 clusters
  Score: Raw -436218.596442 + Penalty 2732.977795 = -433485.618646
  nChanged 241
		SP:Iteration 3F (6844.890000 sec): 3 clusters
  Score: Raw -436340.824174 + Penalty 2732.977795 = -433607.846379
  nChanged 192
		SP:Iteration 4Q (6844.890000 sec): 3 clusters
  Score: Raw -436451.507918 + Penalty 2732.977795 = -433718.530123
  nChanged 187
		SP:Iteration 5Q (6844.910000 sec): 3 clusters
  Score: Raw -436554.592146 + Penalty 2732.977795 = -433821.614351
  nChanged 166
		SP:Iteration 6Q (6844.920000 sec): 3 clusters
  Score: Raw -436648.502884 + Penalty 2732.977795 = -433915.525089
  nChanged 162
		SP:Iteration 7Q (6844.930000 sec): 3 clusters
  Score: Raw -436748.878130 + Penalty 2732.977795 = -434015.900335
  nChanged 160
		SP:Iteration 8Q (6844.940000 sec): 3 clusters
  Score: Raw -436841.282889 + Penalty 2732.977795 = -434108.305093
  nChanged 172
		SP:Iteration 9Q (6844.950000 sec): 3 clusters
  Score: Raw -436949.554817 + Penalty 2732.977795 = -434216.577021
  nChanged 162
		SP:Iteration 10Q (6844.960000 sec): 3 clusters
  Score: Raw -437066.712088 + Penalty 2732.977795 = -434333.734293
  nChanged 165
		SP:Iteration 11Q (6844.970000 sec): 3 clusters
  Score: Raw -437193.047213 + Penalty 2732.977795 = -434460.069418
  nChanged 156
		SP:Iteration 12Q (6844.980000 sec): 3 clusters
  Score: Raw -437315.139948 + Penalty 2732.977795 = -434582.162153
  nChanged 139
		SP:Iteration 13Q (6844.990000 sec): 3 clusters
  Score: Raw -437424.670276 + Penalty 2732.977795 = -434691.692481
  nChanged 72
		SP:Iteration 14Q (6845.000000 sec): 3 clusters
  Score: Raw -437470.806667 + Penalty 2732.977795 = -434737.828872
  nChanged 58
		SP:Iteration 15Q (6845.010000 sec): 3 clusters
  Score: Raw -437503.281484 + Penalty 2732.977795 = -434770.303688
  nChanged 31
		SP:Iteration 16Q (6845.020000 sec): 3 clusters
  Score: Raw -437523.456518 + Penalty 2732.977795 = -434790.478723
  nChanged 22
		SP:Iteration 17Q (6845.030000 sec): 3 clusters
  Score: Raw -437538.780869 + Penalty 2732.977795 = -434805.803073
  nChanged 20
		SP:Iteration 18Q (6845.040000 sec): 3 clusters
  Score: Raw -437551.321893 + Penalty 2732.977795 = -434818.344097
  nChanged 15
		SP:Iteration 19Q (6845.050000 sec): 3 clusters
  Score: Raw -437558.644440 + Penalty 2732.977795 = -434825.666644
  nChanged 10
		SP:Iteration 20F (6845.060000 sec): 3 clusters
  Score: Raw -437566.362480 + Penalty 2732.977795 = -434833.384685
  nChanged 12
		SP:Iteration 21Q (6845.070000 sec): 3 clusters
  Score: Raw -437572.448881 + Penalty 2732.977795 = -434839.471085
  nChanged 4
		SP:Iteration 22Q (6845.080000 sec): 3 clusters
  Score: Raw -437575.051247 + Penalty 2732.977795 = -434842.073452
  nChanged 7
		SP:Iteration 23Q (6845.090000 sec): 3 clusters
  Score: Raw -437578.944672 + Penalty 2732.977795 = -434845.966876
  nChanged 6
		SP:Iteration 24Q (6845.100000 sec): 3 clusters
  Score: Raw -437582.570944 + Penalty 2732.977795 = -434849.593149
  nChanged 4
		SP:Iteration 25Q (6845.110000 sec): 3 clusters
  Score: Raw -437584.538084 + Penalty 2732.977795 = -434851.560289
  nChanged 1
		SP:Iteration 26Q (6845.120000 sec): 3 clusters
  Score: Raw -437584.831200 + Penalty 2732.977795 = -434851.853405
  nChanged 0
		SP:Iteration 27F (6845.130000 sec): 3 clusters
  Score: Raw -437584.831200 + Penalty 2732.977795 = -434851.853405
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6845.170000 sec): 2 clusters
  Score: Raw -1331210.173681 + Penalty 1540.522502 = -1329669.651178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6845.210000 sec): 3 clusters
  Score: Raw -1323618.485225 + Penalty 3081.045004 = -1320537.440220
  nChanged 5725
		SP:Iteration 1F (6845.240000 sec): 3 clusters
  Score: Raw -1326826.334886 + Penalty 3081.045004 = -1323745.289882
  nChanged 706
		SP:Iteration 2F (6845.270000 sec): 3 clusters
  Score: Raw -1327103.945638 + Penalty 3081.045004 = -1324022.900633
  nChanged 648
		SP:Iteration 3Q (6845.300000 sec): 3 clusters
  Score: Raw -1327368.944747 + Penalty 3081.045004 = -1324287.899743
  nChanged 670
		SP:Iteration 4F (6845.330000 sec): 3 clusters
  Score: Raw -1327709.644578 + Penalty 3081.045004 = -1324628.599573
  nChanged 770
		SP:Iteration 5F (6845.370000 sec): 3 clusters
  Score: Raw -1328155.351622 + Penalty 3081.045004 = -1325074.306618
  nChanged 871
		SP:Iteration 6F (6845.400000 sec): 3 clusters
  Score: Raw -1328765.483433 + Penalty 3081.045004 = -1325684.438429
  nChanged 945
		SP:Iteration 7F (6845.430000 sec): 3 clusters
  Score: Raw -1329468.996838 + Penalty 3081.045004 = -1326387.951834
  nChanged 813
		SP:Iteration 8F (6845.460000 sec): 3 clusters
  Score: Raw -1330068.231071 + Penalty 3081.045004 = -1326987.186066
  nChanged 641
		SP:Iteration 9Q (6845.490000 sec): 3 clusters
  Score: Raw -1330494.581195 + Penalty 3081.045004 = -1327413.536191
  nChanged 415
		SP:Iteration 10Q (6845.530000 sec): 3 clusters
  Score: Raw -1330732.716229 + Penalty 3081.045004 = -1327651.671225
  nChanged 293
		SP:Iteration 11Q (6845.560000 sec): 3 clusters
  Score: Raw -1330895.059789 + Penalty 3081.045004 = -1327814.014784
  nChanged 215
		SP:Iteration 12Q (6845.590000 sec): 3 clusters
  Score: Raw -1331016.725721 + Penalty 3081.045004 = -1327935.680716
  nChanged 197
		SP:Iteration 13Q (6845.620000 sec): 3 clusters
  Score: Raw -1331141.205881 + Penalty 3081.045004 = -1328060.160877
  nChanged 161
		SP:Iteration 14Q (6845.650000 sec): 3 clusters
  Score: Raw -1331251.293980 + Penalty 3081.045004 = -1328170.248975
  nChanged 123
		SP:Iteration 15Q (6845.680000 sec): 3 clusters
  Score: Raw -1331325.324492 + Penalty 3081.045004 = -1328244.279488
  nChanged 101
		SP:Iteration 16Q (6845.710000 sec): 3 clusters
  Score: Raw -1331386.111160 + Penalty 3081.045004 = -1328305.066155
  nChanged 78
		SP:Iteration 17Q (6845.740000 sec): 3 clusters
  Score: Raw -1331440.878060 + Penalty 3081.045004 = -1328359.833055
  nChanged 54
		SP:Iteration 18Q (6845.770000 sec): 3 clusters
  Score: Raw -1331477.379227 + Penalty 3081.045004 = -1328396.334223
  nChanged 38
		SP:Iteration 19Q (6845.800000 sec): 3 clusters
  Score: Raw -1331499.207550 + Penalty 3081.045004 = -1328418.162546
  nChanged 29
		SP:Iteration 20F (6845.830000 sec): 3 clusters
  Score: Raw -1331516.401503 + Penalty 3081.045004 = -1328435.356498
  nChanged 28
		SP:Iteration 21Q (6845.850000 sec): 3 clusters
  Score: Raw -1331532.795958 + Penalty 3081.045004 = -1328451.750953
  nChanged 26
		SP:Iteration 22Q (6845.880000 sec): 3 clusters
  Score: Raw -1331551.382821 + Penalty 3081.045004 = -1328470.337816
  nChanged 29
		SP:Iteration 23Q (6845.910000 sec): 3 clusters
  Score: Raw -1331570.540572 + Penalty 3081.045004 = -1328489.495568
  nChanged 15
		SP:Iteration 24Q (6845.930000 sec): 3 clusters
  Score: Raw -1331577.514448 + Penalty 3081.045004 = -1328496.469443
  nChanged 14
		SP:Iteration 25Q (6845.960000 sec): 3 clusters
  Score: Raw -1331587.081001 + Penalty 3081.045004 = -1328506.035997
  nChanged 21
		SP:Iteration 26Q (6845.990000 sec): 3 clusters
  Score: Raw -1331603.789426 + Penalty 3081.045004 = -1328522.744421
  nChanged 16
		SP:Iteration 27Q (6846.010000 sec): 3 clusters
  Score: Raw -1331614.028867 + Penalty 3081.045004 = -1328532.983862
  nChanged 19
		SP:Iteration 28Q (6846.030000 sec): 3 clusters
  Score: Raw -1331632.974986 + Penalty 3081.045004 = -1328551.929982
  nChanged 28
		SP:Iteration 29Q (6846.060000 sec): 3 clusters
  Score: Raw -1331656.419552 + Penalty 3081.045004 = -1328575.374547
  nChanged 27
		SP:Iteration 30Q (6846.090000 sec): 3 clusters
  Score: Raw -1331676.399269 + Penalty 3081.045004 = -1328595.354265
  nChanged 23
		SP:Iteration 31Q (6846.110000 sec): 3 clusters
  Score: Raw -1331689.539617 + Penalty 3081.045004 = -1328608.494613
  nChanged 12
		SP:Iteration 32Q (6846.130000 sec): 3 clusters
  Score: Raw -1331698.296494 + Penalty 3081.045004 = -1328617.251489
  nChanged 15
		SP:Iteration 33Q (6846.160000 sec): 3 clusters
  Score: Raw -1331708.897401 + Penalty 3081.045004 = -1328627.852396
  nChanged 11
		SP:Iteration 34Q (6846.180000 sec): 3 clusters
  Score: Raw -1331719.948637 + Penalty 3081.045004 = -1328638.903633
  nChanged 13
		SP:Iteration 35Q (6846.210000 sec): 3 clusters
  Score: Raw -1331730.865013 + Penalty 3081.045004 = -1328649.820009
  nChanged 11
		SP:Iteration 36Q (6846.230000 sec): 3 clusters
  Score: Raw -1331736.845952 + Penalty 3081.045004 = -1328655.800948
  nChanged 10
		SP:Iteration 37Q (6846.250000 sec): 3 clusters
  Score: Raw -1331741.062783 + Penalty 3081.045004 = -1328660.017778
  nChanged 4
		SP:Iteration 38Q (6846.270000 sec): 3 clusters
  Score: Raw -1331743.243122 + Penalty 3081.045004 = -1328662.198118
  nChanged 2
		SP:Iteration 39Q (6846.300000 sec): 3 clusters
  Score: Raw -1331743.919126 + Penalty 3081.045004 = -1328662.874122
  nChanged 1
		SP:Iteration 40F (6846.330000 sec): 3 clusters
  Score: Raw -1331744.696377 + Penalty 3081.045004 = -1328663.651373
  nChanged 3
		SP:Iteration 41Q (6846.350000 sec): 3 clusters
  Score: Raw -1331745.948763 + Penalty 3081.045004 = -1328664.903759
  nChanged 2
		SP:Iteration 42Q (6846.370000 sec): 3 clusters
  Score: Raw -1331746.228618 + Penalty 3081.045004 = -1328665.183614
  nChanged 1
		SP:Iteration 43Q (6846.400000 sec): 3 clusters
  Score: Raw -1331747.000338 + Penalty 3081.045004 = -1328665.955333
  nChanged 1
		SP:Iteration 44Q (6846.420000 sec): 3 clusters
  Score: Raw -1331747.918890 + Penalty 3081.045004 = -1328666.873886
  nChanged 0
		SP:Iteration 45F (6846.450000 sec): 3 clusters
  Score: Raw -1331747.918890 + Penalty 3081.045004 = -1328666.873886
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6846.470000 sec): 2 clusters
  Score: Raw -338216.487989 + Penalty 1337.165505 = -336879.322484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6846.480000 sec): 3 clusters
  Score: Raw -336335.441136 + Penalty 2674.331010 = -333661.110127
  nChanged 1483
		SP:Iteration 1F (6846.490000 sec): 3 clusters
  Score: Raw -337195.648725 + Penalty 2674.331010 = -334521.317715
  nChanged 314
		SP:Iteration 2F (6846.500000 sec): 3 clusters
  Score: Raw -337413.464228 + Penalty 2674.331010 = -334739.133218
  nChanged 242
		SP:Iteration 3F (6846.510000 sec): 3 clusters
  Score: Raw -337618.881506 + Penalty 2674.331010 = -334944.550497
  nChanged 198
		SP:Iteration 4F (6846.520000 sec): 3 clusters
  Score: Raw -337766.286182 + Penalty 2674.331010 = -335091.955173
  nChanged 172
		SP:Iteration 5Q (6846.530000 sec): 3 clusters
  Score: Raw -337892.646188 + Penalty 2674.331010 = -335218.315179
  nChanged 159
		SP:Iteration 6Q (6846.530000 sec): 3 clusters
  Score: Raw -337999.862266 + Penalty 2674.331010 = -335325.531257
  nChanged 140
		SP:Iteration 7Q (6846.540000 sec): 3 clusters
  Score: Raw -338083.666321 + Penalty 2674.331010 = -335409.335312
  nChanged 104
		SP:Iteration 8Q (6846.550000 sec): 3 clusters
  Score: Raw -338148.844361 + Penalty 2674.331010 = -335474.513352
  nChanged 88
		SP:Iteration 9Q (6846.560000 sec): 3 clusters
  Score: Raw -338201.245656 + Penalty 2674.331010 = -335526.914646
  nChanged 84
		SP:Iteration 10Q (6846.570000 sec): 3 clusters
  Score: Raw -338248.372769 + Penalty 2674.331010 = -335574.041760
  nChanged 77
		SP:Iteration 11Q (6846.580000 sec): 3 clusters
  Score: Raw -338288.207400 + Penalty 2674.331010 = -335613.876391
  nChanged 74
		SP:Iteration 12Q (6846.590000 sec): 3 clusters
  Score: Raw -338333.785717 + Penalty 2674.331010 = -335659.454708
  nChanged 68
		SP:Iteration 13Q (6846.590000 sec): 3 clusters
  Score: Raw -338368.732772 + Penalty 2674.331010 = -335694.401762
  nChanged 60
		SP:Iteration 14Q (6846.600000 sec): 3 clusters
  Score: Raw -338399.039070 + Penalty 2674.331010 = -335724.708060
  nChanged 55
		SP:Iteration 15Q (6846.610000 sec): 3 clusters
  Score: Raw -338427.892368 + Penalty 2674.331010 = -335753.561358
  nChanged 68
		SP:Iteration 16Q (6846.620000 sec): 3 clusters
  Score: Raw -338465.647317 + Penalty 2674.331010 = -335791.316307
  nChanged 46
		SP:Iteration 17Q (6846.630000 sec): 3 clusters
  Score: Raw -338487.799415 + Penalty 2674.331010 = -335813.468405
  nChanged 43
		SP:Iteration 18Q (6846.640000 sec): 3 clusters
  Score: Raw -338505.511905 + Penalty 2674.331010 = -335831.180895
  nChanged 29
		SP:Iteration 19Q (6846.650000 sec): 3 clusters
  Score: Raw -338517.296113 + Penalty 2674.331010 = -335842.965103
  nChanged 29
		SP:Iteration 20F (6846.650000 sec): 3 clusters
  Score: Raw -338529.744404 + Penalty 2674.331010 = -335855.413395
  nChanged 25
		SP:Iteration 21Q (6846.660000 sec): 3 clusters
  Score: Raw -338543.605328 + Penalty 2674.331010 = -335869.274319
  nChanged 28
		SP:Iteration 22Q (6846.670000 sec): 3 clusters
  Score: Raw -338554.394741 + Penalty 2674.331010 = -335880.063732
  nChanged 20
		SP:Iteration 23Q (6846.680000 sec): 3 clusters
  Score: Raw -338562.267352 + Penalty 2674.331010 = -335887.936342
  nChanged 24
		SP:Iteration 24Q (6846.690000 sec): 3 clusters
  Score: Raw -338571.174843 + Penalty 2674.331010 = -335896.843833
  nChanged 21
		SP:Iteration 25Q (6846.700000 sec): 3 clusters
  Score: Raw -338579.111659 + Penalty 2674.331010 = -335904.780650
  nChanged 18
		SP:Iteration 26Q (6846.710000 sec): 3 clusters
  Score: Raw -338585.506653 + Penalty 2674.331010 = -335911.175644
  nChanged 23
		SP:Iteration 27Q (6846.710000 sec): 3 clusters
  Score: Raw -338595.043264 + Penalty 2674.331010 = -335920.712254
  nChanged 25
		SP:Iteration 28Q (6846.720000 sec): 3 clusters
  Score: Raw -338604.363037 + Penalty 2674.331010 = -335930.032028
  nChanged 17
		SP:Iteration 29Q (6846.730000 sec): 3 clusters
  Score: Raw -338612.318843 + Penalty 2674.331010 = -335937.987833
  nChanged 29
		SP:Iteration 30Q (6846.740000 sec): 3 clusters
  Score: Raw -338622.128031 + Penalty 2674.331010 = -335947.797021
  nChanged 21
		SP:Iteration 31Q (6846.750000 sec): 3 clusters
  Score: Raw -338630.607094 + Penalty 2674.331010 = -335956.276084
  nChanged 18
		SP:Iteration 32Q (6846.750000 sec): 3 clusters
  Score: Raw -338639.244426 + Penalty 2674.331010 = -335964.913417
  nChanged 23
		SP:Iteration 33Q (6846.760000 sec): 3 clusters
  Score: Raw -338647.863790 + Penalty 2674.331010 = -335973.532780
  nChanged 12
		SP:Iteration 34Q (6846.770000 sec): 3 clusters
  Score: Raw -338654.676046 + Penalty 2674.331010 = -335980.345037
  nChanged 13
		SP:Iteration 35Q (6846.780000 sec): 3 clusters
  Score: Raw -338661.073831 + Penalty 2674.331010 = -335986.742822
  nChanged 8
		SP:Iteration 36Q (6846.790000 sec): 3 clusters
  Score: Raw -338664.603861 + Penalty 2674.331010 = -335990.272851
  nChanged 13
		SP:Iteration 37Q (6846.800000 sec): 3 clusters
  Score: Raw -338670.707719 + Penalty 2674.331010 = -335996.376709
  nChanged 14
		SP:Iteration 38Q (6846.810000 sec): 3 clusters
  Score: Raw -338678.157891 + Penalty 2674.331010 = -336003.826881
  nChanged 14
		SP:Iteration 39Q (6846.810000 sec): 3 clusters
  Score: Raw -338685.095724 + Penalty 2674.331010 = -336010.764714
  nChanged 16
		SP:Iteration 40F (6846.820000 sec): 3 clusters
  Score: Raw -338692.843175 + Penalty 2674.331010 = -336018.512165
  nChanged 19
		SP:Iteration 41Q (6846.830000 sec): 3 clusters
  Score: Raw -338699.502589 + Penalty 2674.331010 = -336025.171580
  nChanged 12
		SP:Iteration 42Q (6846.840000 sec): 3 clusters
  Score: Raw -338704.660434 + Penalty 2674.331010 = -336030.329425
  nChanged 15
		SP:Iteration 43Q (6846.850000 sec): 3 clusters
  Score: Raw -338709.076383 + Penalty 2674.331010 = -336034.745373
  nChanged 15
		SP:Iteration 44Q (6846.850000 sec): 3 clusters
  Score: Raw -338714.523341 + Penalty 2674.331010 = -336040.192331
  nChanged 11
		SP:Iteration 45Q (6846.860000 sec): 3 clusters
  Score: Raw -338718.267515 + Penalty 2674.331010 = -336043.936505
  nChanged 7
		SP:Iteration 46Q (6846.870000 sec): 3 clusters
  Score: Raw -338721.550409 + Penalty 2674.331010 = -336047.219399
  nChanged 6
		SP:Iteration 47Q (6846.880000 sec): 3 clusters
  Score: Raw -338723.265250 + Penalty 2674.331010 = -336048.934240
  nChanged 8
		SP:Iteration 48Q (6846.890000 sec): 3 clusters
  Score: Raw -338726.502076 + Penalty 2674.331010 = -336052.171067
  nChanged 9
		SP:Iteration 49Q (6846.890000 sec): 3 clusters
  Score: Raw -338729.696139 + Penalty 2674.331010 = -336055.365129
  nChanged 10
		SP:Iteration 50Q (6846.900000 sec): 3 clusters
  Score: Raw -338734.616186 + Penalty 2674.331010 = -336060.285176
  nChanged 8
		SP:Iteration 51Q (6846.910000 sec): 3 clusters
  Score: Raw -338737.641182 + Penalty 2674.331010 = -336063.310172
  nChanged 3
		SP:Iteration 52Q (6846.920000 sec): 3 clusters
  Score: Raw -338738.937029 + Penalty 2674.331010 = -336064.606020
  nChanged 3
		SP:Iteration 53Q (6846.930000 sec): 3 clusters
  Score: Raw -338740.427291 + Penalty 2674.331010 = -336066.096282
  nChanged 8
		SP:Iteration 54Q (6846.930000 sec): 3 clusters
  Score: Raw -338744.147702 + Penalty 2674.331010 = -336069.816693
  nChanged 7
		SP:Iteration 55Q (6846.940000 sec): 3 clusters
  Score: Raw -338746.549895 + Penalty 2674.331010 = -336072.218886
  nChanged 5
		SP:Iteration 56Q (6846.950000 sec): 3 clusters
  Score: Raw -338748.363405 + Penalty 2674.331010 = -336074.032395
  nChanged 4
		SP:Iteration 57Q (6846.960000 sec): 3 clusters
  Score: Raw -338749.342290 + Penalty 2674.331010 = -336075.011281
  nChanged 6
		SP:Iteration 58Q (6846.970000 sec): 3 clusters
  Score: Raw -338751.951801 + Penalty 2674.331010 = -336077.620791
  nChanged 6
		SP:Iteration 59Q (6846.970000 sec): 3 clusters
  Score: Raw -338754.923489 + Penalty 2674.331010 = -336080.592479
  nChanged 6
		SP:Iteration 60F (6846.980000 sec): 3 clusters
  Score: Raw -338757.032238 + Penalty 2674.331010 = -336082.701228
  nChanged 9
		SP:Iteration 61Q (6846.990000 sec): 3 clusters
  Score: Raw -338759.353105 + Penalty 2674.331010 = -336085.022096
  nChanged 6
		SP:Iteration 62Q (6847.000000 sec): 3 clusters
  Score: Raw -338761.572896 + Penalty 2674.331010 = -336087.241886
  nChanged 5
		SP:Iteration 63Q (6847.010000 sec): 3 clusters
  Score: Raw -338763.629319 + Penalty 2674.331010 = -336089.298309
  nChanged 10
		SP:Iteration 64Q (6847.010000 sec): 3 clusters
  Score: Raw -338767.438041 + Penalty 2674.331010 = -336093.107031
  nChanged 8
		SP:Iteration 65Q (6847.020000 sec): 3 clusters
  Score: Raw -338770.170969 + Penalty 2674.331010 = -336095.839960
  nChanged 12
		SP:Iteration 66Q (6847.030000 sec): 3 clusters
  Score: Raw -338777.382239 + Penalty 2674.331010 = -336103.051230
  nChanged 14
		SP:Iteration 67Q (6847.040000 sec): 3 clusters
  Score: Raw -338784.955959 + Penalty 2674.331010 = -336110.624949
  nChanged 12
		SP:Iteration 68Q (6847.050000 sec): 3 clusters
  Score: Raw -338789.842512 + Penalty 2674.331010 = -336115.511502
  nChanged 11
		SP:Iteration 69Q (6847.050000 sec): 3 clusters
  Score: Raw -338795.043893 + Penalty 2674.331010 = -336120.712884
  nChanged 6
		SP:Iteration 70Q (6847.060000 sec): 3 clusters
  Score: Raw -338798.483549 + Penalty 2674.331010 = -336124.152539
  nChanged 10
		SP:Iteration 71Q (6847.070000 sec): 3 clusters
  Score: Raw -338803.243169 + Penalty 2674.331010 = -336128.912159
  nChanged 8
		SP:Iteration 72Q (6847.070000 sec): 3 clusters
  Score: Raw -338807.283749 + Penalty 2674.331010 = -336132.952739
  nChanged 7
		SP:Iteration 73Q (6847.080000 sec): 3 clusters
  Score: Raw -338810.810966 + Penalty 2674.331010 = -336136.479957
  nChanged 6
		SP:Iteration 74Q (6847.090000 sec): 3 clusters
  Score: Raw -338814.441358 + Penalty 2674.331010 = -336140.110348
  nChanged 10
		SP:Iteration 75Q (6847.100000 sec): 3 clusters
  Score: Raw -338822.221177 + Penalty 2674.331010 = -336147.890167
  nChanged 12
		SP:Iteration 76Q (6847.110000 sec): 3 clusters
  Score: Raw -338830.301313 + Penalty 2674.331010 = -336155.970304
  nChanged 9
		SP:Iteration 77Q (6847.110000 sec): 3 clusters
  Score: Raw -338834.878500 + Penalty 2674.331010 = -336160.547491
  nChanged 8
		SP:Iteration 78Q (6847.120000 sec): 3 clusters
  Score: Raw -338839.470762 + Penalty 2674.331010 = -336165.139752
  nChanged 11
		SP:Iteration 79Q (6847.130000 sec): 3 clusters
  Score: Raw -338844.322902 + Penalty 2674.331010 = -336169.991893
  nChanged 8
		SP:Iteration 80F (6847.140000 sec): 3 clusters
  Score: Raw -338848.312653 + Penalty 2674.331010 = -336173.981644
  nChanged 4
		SP:Iteration 81Q (6847.150000 sec): 3 clusters
  Score: Raw -338850.161592 + Penalty 2674.331010 = -336175.830582
  nChanged 7
		SP:Iteration 82Q (6847.150000 sec): 3 clusters
  Score: Raw -338853.125060 + Penalty 2674.331010 = -336178.794050
  nChanged 7
		SP:Iteration 83Q (6847.160000 sec): 3 clusters
  Score: Raw -338855.011600 + Penalty 2674.331010 = -336180.680590
  nChanged 5
		SP:Iteration 84Q (6847.170000 sec): 3 clusters
  Score: Raw -338858.174795 + Penalty 2674.331010 = -336183.843785
  nChanged 7
		SP:Iteration 85Q (6847.170000 sec): 3 clusters
  Score: Raw -338862.111419 + Penalty 2674.331010 = -336187.780410
  nChanged 8
		SP:Iteration 86Q (6847.180000 sec): 3 clusters
  Score: Raw -338864.347908 + Penalty 2674.331010 = -336190.016898
  nChanged 3
		SP:Iteration 87Q (6847.190000 sec): 3 clusters
  Score: Raw -338867.207580 + Penalty 2674.331010 = -336192.876571
  nChanged 3
		SP:Iteration 88Q (6847.200000 sec): 3 clusters
  Score: Raw -338868.568186 + Penalty 2674.331010 = -336194.237177
  nChanged 2
		SP:Iteration 89Q (6847.210000 sec): 3 clusters
  Score: Raw -338869.214997 + Penalty 2674.331010 = -336194.883987
  nChanged 2
		SP:Iteration 90Q (6847.210000 sec): 3 clusters
  Score: Raw -338870.186379 + Penalty 2674.331010 = -336195.855369
  nChanged 2
		SP:Iteration 91Q (6847.220000 sec): 3 clusters
  Score: Raw -338870.652856 + Penalty 2674.331010 = -336196.321847
  nChanged 0
		SP:Iteration 92F (6847.230000 sec): 3 clusters
  Score: Raw -338870.652856 + Penalty 2674.331010 = -336196.321847
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6847.230000 sec): 2 clusters
  Score: Raw -75867.834030 + Penalty 1082.343462 = -74785.490568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6847.240000 sec): 3 clusters
  Score: Raw -75674.247796 + Penalty 2164.686924 = -73509.560872
  nChanged 197
		SP:Iteration 1F (6847.240000 sec): 3 clusters
  Score: Raw -75870.485961 + Penalty 2164.686924 = -73705.799037
  nChanged 40
		SP:Iteration 2F (6847.240000 sec): 3 clusters
  Score: Raw -75921.968448 + Penalty 2164.686924 = -73757.281524
  nChanged 21
		SP:Iteration 3Q (6847.240000 sec): 3 clusters
  Score: Raw -75951.739528 + Penalty 2164.686924 = -73787.052604
  nChanged 25
		SP:Iteration 4Q (6847.250000 sec): 3 clusters
  Score: Raw -75980.832946 + Penalty 2164.686924 = -73816.146022
  nChanged 18
		SP:Iteration 5Q (6847.250000 sec): 3 clusters
  Score: Raw -76000.559381 + Penalty 2164.686924 = -73835.872458
  nChanged 14
		SP:Iteration 6Q (6847.250000 sec): 3 clusters
  Score: Raw -76018.581598 + Penalty 2164.686924 = -73853.894674
  nChanged 8
		SP:Iteration 7Q (6847.250000 sec): 3 clusters
  Score: Raw -76027.532997 + Penalty 2164.686924 = -73862.846073
  nChanged 8
		SP:Iteration 8Q (6847.250000 sec): 3 clusters
  Score: Raw -76035.568643 + Penalty 2164.686924 = -73870.881719
  nChanged 6
		SP:Iteration 9Q (6847.250000 sec): 3 clusters
  Score: Raw -76041.666725 + Penalty 2164.686924 = -73876.979801
  nChanged 1
		SP:Iteration 10Q (6847.250000 sec): 3 clusters
  Score: Raw -76042.788046 + Penalty 2164.686924 = -73878.101123
  nChanged 0
		SP:Iteration 11F (6847.260000 sec): 3 clusters
  Score: Raw -76042.788046 + Penalty 2164.686924 = -73878.101123
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (3869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6847.270000 sec): 2 clusters
  Score: Raw -396764.761180 + Penalty 1342.372095 = -395422.389085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6847.280000 sec): 3 clusters
  Score: Raw -394836.086207 + Penalty 2684.744190 = -392151.342017
  nChanged 1523
		SP:Iteration 1F (6847.290000 sec): 3 clusters
  Score: Raw -395670.320558 + Penalty 2684.744190 = -392985.576367
  nChanged 295
		SP:Iteration 2F (6847.300000 sec): 3 clusters
  Score: Raw -395830.066606 + Penalty 2684.744190 = -393145.322416
  nChanged 187
		SP:Iteration 3Q (6847.310000 sec): 3 clusters
  Score: Raw -395914.622067 + Penalty 2684.744190 = -393229.877876
  nChanged 146
		SP:Iteration 4Q (6847.320000 sec): 3 clusters
  Score: Raw -395975.506016 + Penalty 2684.744190 = -393290.761826
  nChanged 110
		SP:Iteration 5Q (6847.330000 sec): 3 clusters
  Score: Raw -396019.040601 + Penalty 2684.744190 = -393334.296410
  nChanged 91
		SP:Iteration 6Q (6847.340000 sec): 3 clusters
  Score: Raw -396057.619921 + Penalty 2684.744190 = -393372.875731
  nChanged 83
		SP:Iteration 7Q (6847.350000 sec): 3 clusters
  Score: Raw -396089.044248 + Penalty 2684.744190 = -393404.300058
  nChanged 65
		SP:Iteration 8Q (6847.350000 sec): 3 clusters
  Score: Raw -396118.357529 + Penalty 2684.744190 = -393433.613339
  nChanged 75
		SP:Iteration 9Q (6847.370000 sec): 3 clusters
  Score: Raw -396150.958524 + Penalty 2684.744190 = -393466.214334
  nChanged 74
		SP:Iteration 10Q (6847.370000 sec): 3 clusters
  Score: Raw -396182.504529 + Penalty 2684.744190 = -393497.760339
  nChanged 73
		SP:Iteration 11Q (6847.380000 sec): 3 clusters
  Score: Raw -396213.031379 + Penalty 2684.744190 = -393528.287189
  nChanged 79
		SP:Iteration 12Q (6847.390000 sec): 3 clusters
  Score: Raw -396242.195866 + Penalty 2684.744190 = -393557.451676
  nChanged 87
		SP:Iteration 13Q (6847.400000 sec): 3 clusters
  Score: Raw -396278.169641 + Penalty 2684.744190 = -393593.425451
  nChanged 81
		SP:Iteration 14Q (6847.410000 sec): 3 clusters
  Score: Raw -396312.004408 + Penalty 2684.744190 = -393627.260217
  nChanged 89
		SP:Iteration 15Q (6847.420000 sec): 3 clusters
  Score: Raw -396357.602082 + Penalty 2684.744190 = -393672.857892
  nChanged 82
		SP:Iteration 16Q (6847.430000 sec): 3 clusters
  Score: Raw -396397.752275 + Penalty 2684.744190 = -393713.008085
  nChanged 91
		SP:Iteration 17Q (6847.440000 sec): 3 clusters
  Score: Raw -396451.626758 + Penalty 2684.744190 = -393766.882568
  nChanged 120
		SP:Iteration 18Q (6847.450000 sec): 3 clusters
  Score: Raw -396530.138845 + Penalty 2684.744190 = -393845.394655
  nChanged 122
		SP:Iteration 19Q (6847.450000 sec): 3 clusters
  Score: Raw -396613.637073 + Penalty 2684.744190 = -393928.892883
  nChanged 112
		SP:Iteration 20F (6847.470000 sec): 3 clusters
  Score: Raw -396692.357147 + Penalty 2684.744190 = -394007.612957
  nChanged 86
		SP:Iteration 21Q (6847.470000 sec): 3 clusters
  Score: Raw -396744.669509 + Penalty 2684.744190 = -394059.925318
  nChanged 59
		SP:Iteration 22Q (6847.480000 sec): 3 clusters
  Score: Raw -396778.336978 + Penalty 2684.744190 = -394093.592788
  nChanged 55
		SP:Iteration 23Q (6847.490000 sec): 3 clusters
  Score: Raw -396810.566487 + Penalty 2684.744190 = -394125.822297
  nChanged 39
		SP:Iteration 24Q (6847.500000 sec): 3 clusters
  Score: Raw -396833.092505 + Penalty 2684.744190 = -394148.348314
  nChanged 30
		SP:Iteration 25Q (6847.510000 sec): 3 clusters
  Score: Raw -396850.007572 + Penalty 2684.744190 = -394165.263382
  nChanged 30
		SP:Iteration 26Q (6847.520000 sec): 3 clusters
  Score: Raw -396866.990916 + Penalty 2684.744190 = -394182.246726
  nChanged 24
		SP:Iteration 27Q (6847.530000 sec): 3 clusters
  Score: Raw -396880.973621 + Penalty 2684.744190 = -394196.229430
  nChanged 21
		SP:Iteration 28Q (6847.530000 sec): 3 clusters
  Score: Raw -396891.558177 + Penalty 2684.744190 = -394206.813986
  nChanged 21
		SP:Iteration 29Q (6847.550000 sec): 3 clusters
  Score: Raw -396904.287771 + Penalty 2684.744190 = -394219.543580
  nChanged 16
		SP:Iteration 30Q (6847.550000 sec): 3 clusters
  Score: Raw -396914.055909 + Penalty 2684.744190 = -394229.311718
  nChanged 12
		SP:Iteration 31Q (6847.560000 sec): 3 clusters
  Score: Raw -396926.653465 + Penalty 2684.744190 = -394241.909275
  nChanged 18
		SP:Iteration 32Q (6847.570000 sec): 3 clusters
  Score: Raw -396940.614209 + Penalty 2684.744190 = -394255.870019
  nChanged 18
		SP:Iteration 33Q (6847.580000 sec): 3 clusters
  Score: Raw -396951.223839 + Penalty 2684.744190 = -394266.479649
  nChanged 11
		SP:Iteration 34Q (6847.590000 sec): 3 clusters
  Score: Raw -396960.022974 + Penalty 2684.744190 = -394275.278784
  nChanged 8
		SP:Iteration 35Q (6847.590000 sec): 3 clusters
  Score: Raw -396964.410561 + Penalty 2684.744190 = -394279.666371
  nChanged 3
		SP:Iteration 36Q (6847.600000 sec): 3 clusters
  Score: Raw -396966.456949 + Penalty 2684.744190 = -394281.712758
  nChanged 3
		SP:Iteration 37Q (6847.610000 sec): 3 clusters
  Score: Raw -396968.205745 + Penalty 2684.744190 = -394283.461555
  nChanged 1
		SP:Iteration 38Q (6847.620000 sec): 3 clusters
  Score: Raw -396969.016665 + Penalty 2684.744190 = -394284.272474
  nChanged 2
		SP:Iteration 39Q (6847.630000 sec): 3 clusters
  Score: Raw -396969.668401 + Penalty 2684.744190 = -394284.924211
  nChanged 0
		SP:Iteration 40F (6847.640000 sec): 3 clusters
  Score: Raw -396969.668401 + Penalty 2684.744190 = -394284.924211
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6847.650000 sec): 2 clusters
  Score: Raw -107570.430771 + Penalty 1152.272846 = -106418.157925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6847.650000 sec): 3 clusters
  Score: Raw -107157.167618 + Penalty 2304.545692 = -104852.621925
  nChanged 352
		SP:Iteration 1F (6847.650000 sec): 3 clusters
  Score: Raw -107433.245940 + Penalty 2304.545692 = -105128.700247
  nChanged 98
		SP:Iteration 2F (6847.650000 sec): 3 clusters
  Score: Raw -107543.494775 + Penalty 2304.545692 = -105238.949083
  nChanged 68
		SP:Iteration 3F (6847.660000 sec): 3 clusters
  Score: Raw -107657.597964 + Penalty 2304.545692 = -105353.052272
  nChanged 63
		SP:Iteration 4F (6847.660000 sec): 3 clusters
  Score: Raw -107776.585777 + Penalty 2304.545692 = -105472.040085
  nChanged 49
		SP:Iteration 5Q (6847.660000 sec): 3 clusters
  Score: Raw -107856.059072 + Penalty 2304.545692 = -105551.513380
  nChanged 50
		SP:Iteration 6Q (6847.670000 sec): 3 clusters
  Score: Raw -107919.990754 + Penalty 2304.545692 = -105615.445062
  nChanged 42
		SP:Iteration 7Q (6847.670000 sec): 3 clusters
  Score: Raw -107989.935059 + Penalty 2304.545692 = -105685.389367
  nChanged 40
		SP:Iteration 8Q (6847.670000 sec): 3 clusters
  Score: Raw -108054.669677 + Penalty 2304.545692 = -105750.123985
  nChanged 41
		SP:Iteration 9Q (6847.670000 sec): 3 clusters
  Score: Raw -108130.842350 + Penalty 2304.545692 = -105826.296658
  nChanged 37
		SP:Iteration 10Q (6847.680000 sec): 3 clusters
  Score: Raw -108196.487950 + Penalty 2304.545692 = -105891.942258
  nChanged 28
		SP:Iteration 11Q (6847.680000 sec): 3 clusters
  Score: Raw -108235.595184 + Penalty 2304.545692 = -105931.049492
  nChanged 21
		SP:Iteration 12Q (6847.680000 sec): 3 clusters
  Score: Raw -108262.745309 + Penalty 2304.545692 = -105958.199616
  nChanged 12
		SP:Iteration 13Q (6847.690000 sec): 3 clusters
  Score: Raw -108278.270334 + Penalty 2304.545692 = -105973.724641
  nChanged 12
		SP:Iteration 14Q (6847.690000 sec): 3 clusters
  Score: Raw -108291.900414 + Penalty 2304.545692 = -105987.354721
  nChanged 5
		SP:Iteration 15Q (6847.690000 sec): 3 clusters
  Score: Raw -108298.964124 + Penalty 2304.545692 = -105994.418431
  nChanged 8
		SP:Iteration 16Q (6847.690000 sec): 3 clusters
  Score: Raw -108320.628434 + Penalty 2304.545692 = -106016.082741
  nChanged 12
		SP:Iteration 17Q (6847.690000 sec): 3 clusters
  Score: Raw -108338.311043 + Penalty 2304.545692 = -106033.765350
  nChanged 11
		SP:Iteration 18Q (6847.700000 sec): 3 clusters
  Score: Raw -108354.882800 + Penalty 2304.545692 = -106050.337108
  nChanged 5
		SP:Iteration 19Q (6847.700000 sec): 3 clusters
  Score: Raw -108360.587738 + Penalty 2304.545692 = -106056.042046
  nChanged 4
		SP:Iteration 20F (6847.700000 sec): 3 clusters
  Score: Raw -108366.993775 + Penalty 2304.545692 = -106062.448082
  nChanged 5
		SP:Iteration 21Q (6847.710000 sec): 3 clusters
  Score: Raw -108372.202510 + Penalty 2304.545692 = -106067.656818
  nChanged 2
		SP:Iteration 22Q (6847.710000 sec): 3 clusters
  Score: Raw -108373.465852 + Penalty 2304.545692 = -106068.920160
  nChanged 1
		SP:Iteration 23Q (6847.710000 sec): 3 clusters
  Score: Raw -108375.463013 + Penalty 2304.545692 = -106070.917321
  nChanged 0
		SP:Iteration 24F (6847.710000 sec): 3 clusters
  Score: Raw -108375.463013 + Penalty 2304.545692 = -106070.917321
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6847.730000 sec): 2 clusters
  Score: Raw -398134.837496 + Penalty 1351.914475 = -396782.923021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6847.740000 sec): 3 clusters
  Score: Raw -396093.602965 + Penalty 2703.828950 = -393389.774015
  nChanged 1596
		SP:Iteration 1F (6847.750000 sec): 3 clusters
  Score: Raw -397048.620425 + Penalty 2703.828950 = -394344.791475
  nChanged 352
		SP:Iteration 2F (6847.760000 sec): 3 clusters
  Score: Raw -397269.868249 + Penalty 2703.828950 = -394566.039299
  nChanged 229
		SP:Iteration 3F (6847.770000 sec): 3 clusters
  Score: Raw -397439.492932 + Penalty 2703.828950 = -394735.663982
  nChanged 220
		SP:Iteration 4F (6847.780000 sec): 3 clusters
  Score: Raw -397604.179125 + Penalty 2703.828950 = -394900.350175
  nChanged 183
		SP:Iteration 5Q (6847.790000 sec): 3 clusters
  Score: Raw -397734.667174 + Penalty 2703.828950 = -395030.838224
  nChanged 154
		SP:Iteration 6Q (6847.790000 sec): 3 clusters
  Score: Raw -397836.497224 + Penalty 2703.828950 = -395132.668274
  nChanged 128
		SP:Iteration 7Q (6847.810000 sec): 3 clusters
  Score: Raw -397928.831661 + Penalty 2703.828950 = -395225.002711
  nChanged 121
		SP:Iteration 8Q (6847.810000 sec): 3 clusters
  Score: Raw -398006.037198 + Penalty 2703.828950 = -395302.208248
  nChanged 109
		SP:Iteration 9Q (6847.830000 sec): 3 clusters
  Score: Raw -398079.774864 + Penalty 2703.828950 = -395375.945914
  nChanged 109
		SP:Iteration 10Q (6847.830000 sec): 3 clusters
  Score: Raw -398145.989198 + Penalty 2703.828950 = -395442.160248
  nChanged 101
		SP:Iteration 11Q (6847.840000 sec): 3 clusters
  Score: Raw -398193.875762 + Penalty 2703.828950 = -395490.046812
  nChanged 70
		SP:Iteration 12Q (6847.850000 sec): 3 clusters
  Score: Raw -398219.516744 + Penalty 2703.828950 = -395515.687794
  nChanged 59
		SP:Iteration 13Q (6847.860000 sec): 3 clusters
  Score: Raw -398243.786572 + Penalty 2703.828950 = -395539.957622
  nChanged 54
		SP:Iteration 14Q (6847.870000 sec): 3 clusters
  Score: Raw -398265.090778 + Penalty 2703.828950 = -395561.261828
  nChanged 42
		SP:Iteration 15Q (6847.880000 sec): 3 clusters
  Score: Raw -398283.072822 + Penalty 2703.828950 = -395579.243872
  nChanged 54
		SP:Iteration 16Q (6847.890000 sec): 3 clusters
  Score: Raw -398305.715751 + Penalty 2703.828950 = -395601.886801
  nChanged 39
		SP:Iteration 17Q (6847.900000 sec): 3 clusters
  Score: Raw -398321.921578 + Penalty 2703.828950 = -395618.092628
  nChanged 36
		SP:Iteration 18Q (6847.910000 sec): 3 clusters
  Score: Raw -398333.663148 + Penalty 2703.828950 = -395629.834198
  nChanged 25
		SP:Iteration 19Q (6847.920000 sec): 3 clusters
  Score: Raw -398340.650874 + Penalty 2703.828950 = -395636.821924
  nChanged 22
		SP:Iteration 20F (6847.930000 sec): 3 clusters
  Score: Raw -398347.696164 + Penalty 2703.828950 = -395643.867214
  nChanged 18
		SP:Iteration 21Q (6847.940000 sec): 3 clusters
  Score: Raw -398353.480812 + Penalty 2703.828950 = -395649.651862
  nChanged 17
		SP:Iteration 22Q (6847.950000 sec): 3 clusters
  Score: Raw -398358.557224 + Penalty 2703.828950 = -395654.728274
  nChanged 19
		SP:Iteration 23Q (6847.950000 sec): 3 clusters
  Score: Raw -398363.529269 + Penalty 2703.828950 = -395659.700319
  nChanged 18
		SP:Iteration 24Q (6847.960000 sec): 3 clusters
  Score: Raw -398367.783858 + Penalty 2703.828950 = -395663.954908
  nChanged 21
		SP:Iteration 25Q (6847.970000 sec): 3 clusters
  Score: Raw -398375.218701 + Penalty 2703.828950 = -395671.389751
  nChanged 19
		SP:Iteration 26Q (6847.980000 sec): 3 clusters
  Score: Raw -398380.738303 + Penalty 2703.828950 = -395676.909353
  nChanged 21
		SP:Iteration 27Q (6847.990000 sec): 3 clusters
  Score: Raw -398387.007210 + Penalty 2703.828950 = -395683.178260
  nChanged 22
		SP:Iteration 28Q (6848.000000 sec): 3 clusters
  Score: Raw -398393.298470 + Penalty 2703.828950 = -395689.469519
  nChanged 28
		SP:Iteration 29Q (6848.010000 sec): 3 clusters
  Score: Raw -398401.684825 + Penalty 2703.828950 = -395697.855875
  nChanged 22
		SP:Iteration 30Q (6848.020000 sec): 3 clusters
  Score: Raw -398411.322965 + Penalty 2703.828950 = -395707.494015
  nChanged 27
		SP:Iteration 31Q (6848.030000 sec): 3 clusters
  Score: Raw -398420.933700 + Penalty 2703.828950 = -395717.104750
  nChanged 32
		SP:Iteration 32Q (6848.040000 sec): 3 clusters
  Score: Raw -398434.380795 + Penalty 2703.828950 = -395730.551845
  nChanged 42
		SP:Iteration 33Q (6848.050000 sec): 3 clusters
  Score: Raw -398450.337405 + Penalty 2703.828950 = -395746.508455
  nChanged 38
		SP:Iteration 34Q (6848.060000 sec): 3 clusters
  Score: Raw -398463.547405 + Penalty 2703.828950 = -395759.718455
  nChanged 37
		SP:Iteration 35Q (6848.070000 sec): 3 clusters
  Score: Raw -398475.769877 + Penalty 2703.828950 = -395771.940927
  nChanged 31
		SP:Iteration 36Q (6848.070000 sec): 3 clusters
  Score: Raw -398485.293814 + Penalty 2703.828950 = -395781.464864
  nChanged 38
		SP:Iteration 37Q (6848.080000 sec): 3 clusters
  Score: Raw -398499.310174 + Penalty 2703.828950 = -395795.481224
  nChanged 33
		SP:Iteration 38Q (6848.090000 sec): 3 clusters
  Score: Raw -398511.506780 + Penalty 2703.828950 = -395807.677830
  nChanged 32
		SP:Iteration 39Q (6848.100000 sec): 3 clusters
  Score: Raw -398523.419098 + Penalty 2703.828950 = -395819.590148
  nChanged 34
		SP:Iteration 40F (6848.110000 sec): 3 clusters
  Score: Raw -398539.425868 + Penalty 2703.828950 = -395835.596918
  nChanged 43
		SP:Iteration 41Q (6848.120000 sec): 3 clusters
  Score: Raw -398559.264494 + Penalty 2703.828950 = -395855.435544
  nChanged 41
		SP:Iteration 42Q (6848.130000 sec): 3 clusters
  Score: Raw -398574.350301 + Penalty 2703.828950 = -395870.521351
  nChanged 31
		SP:Iteration 43Q (6848.140000 sec): 3 clusters
  Score: Raw -398584.739833 + Penalty 2703.828950 = -395880.910883
  nChanged 20
		SP:Iteration 44Q (6848.150000 sec): 3 clusters
  Score: Raw -398594.897102 + Penalty 2703.828950 = -395891.068152
  nChanged 16
		SP:Iteration 45Q (6848.160000 sec): 3 clusters
  Score: Raw -398601.619508 + Penalty 2703.828950 = -395897.790558
  nChanged 19
		SP:Iteration 46Q (6848.170000 sec): 3 clusters
  Score: Raw -398607.284801 + Penalty 2703.828950 = -395903.455851
  nChanged 19
		SP:Iteration 47Q (6848.180000 sec): 3 clusters
  Score: Raw -398613.289379 + Penalty 2703.828950 = -395909.460429
  nChanged 14
		SP:Iteration 48Q (6848.190000 sec): 3 clusters
  Score: Raw -398617.448765 + Penalty 2703.828950 = -395913.619815
  nChanged 11
		SP:Iteration 49Q (6848.190000 sec): 3 clusters
  Score: Raw -398621.012963 + Penalty 2703.828950 = -395917.184013
  nChanged 10
		SP:Iteration 50Q (6848.210000 sec): 3 clusters
  Score: Raw -398623.550895 + Penalty 2703.828950 = -395919.721945
  nChanged 9
		SP:Iteration 51Q (6848.210000 sec): 3 clusters
  Score: Raw -398625.542604 + Penalty 2703.828950 = -395921.713654
  nChanged 6
		SP:Iteration 52Q (6848.220000 sec): 3 clusters
  Score: Raw -398627.338261 + Penalty 2703.828950 = -395923.509311
  nChanged 13
		SP:Iteration 53Q (6848.230000 sec): 3 clusters
  Score: Raw -398631.014905 + Penalty 2703.828950 = -395927.185955
  nChanged 11
		SP:Iteration 54Q (6848.240000 sec): 3 clusters
  Score: Raw -398633.370818 + Penalty 2703.828950 = -395929.541868
  nChanged 6
		SP:Iteration 55Q (6848.250000 sec): 3 clusters
  Score: Raw -398634.778454 + Penalty 2703.828950 = -395930.949504
  nChanged 6
		SP:Iteration 56Q (6848.260000 sec): 3 clusters
  Score: Raw -398636.806150 + Penalty 2703.828950 = -395932.977199
  nChanged 10
		SP:Iteration 57Q (6848.270000 sec): 3 clusters
  Score: Raw -398639.328561 + Penalty 2703.828950 = -395935.499611
  nChanged 8
		SP:Iteration 58Q (6848.280000 sec): 3 clusters
  Score: Raw -398642.108253 + Penalty 2703.828950 = -395938.279303
  nChanged 10
		SP:Iteration 59Q (6848.290000 sec): 3 clusters
  Score: Raw -398644.343094 + Penalty 2703.828950 = -395940.514144
  nChanged 10
		SP:Iteration 60F (6848.300000 sec): 3 clusters
  Score: Raw -398646.259991 + Penalty 2703.828950 = -395942.431041
  nChanged 6
		SP:Iteration 61Q (6848.310000 sec): 3 clusters
  Score: Raw -398647.117959 + Penalty 2703.828950 = -395943.289009
  nChanged 2
		SP:Iteration 62Q (6848.320000 sec): 3 clusters
  Score: Raw -398647.636282 + Penalty 2703.828950 = -395943.807332
  nChanged 2
		SP:Iteration 63Q (6848.330000 sec): 3 clusters
  Score: Raw -398648.090332 + Penalty 2703.828950 = -395944.261382
  nChanged 1
		SP:Iteration 64Q (6848.330000 sec): 3 clusters
  Score: Raw -398648.282513 + Penalty 2703.828950 = -395944.453563
  nChanged 0
		SP:Iteration 65F (6848.350000 sec): 3 clusters
  Score: Raw -398648.282513 + Penalty 2703.828950 = -395944.453563
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6848.400000 sec): 2 clusters
  Score: Raw -1650207.107148 + Penalty 1577.760571 = -1648629.346577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6848.440000 sec): 3 clusters
  Score: Raw -1640415.909256 + Penalty 3155.521143 = -1637260.388114
  nChanged 7401
		SP:Iteration 1F (6848.480000 sec): 3 clusters
  Score: Raw -1644638.117796 + Penalty 3155.521143 = -1641482.596653
  nChanged 942
		SP:Iteration 2F (6848.520000 sec): 3 clusters
  Score: Raw -1645070.234761 + Penalty 3155.521143 = -1641914.713618
  nChanged 924
		SP:Iteration 3F (6848.560000 sec): 3 clusters
  Score: Raw -1645525.100339 + Penalty 3155.521143 = -1642369.579196
  nChanged 956
		SP:Iteration 4F (6848.600000 sec): 3 clusters
  Score: Raw -1645997.347399 + Penalty 3155.521143 = -1642841.826256
  nChanged 896
		SP:Iteration 5F (6848.640000 sec): 3 clusters
  Score: Raw -1646463.116598 + Penalty 3155.521143 = -1643307.595456
  nChanged 869
		SP:Iteration 6F (6848.680000 sec): 3 clusters
  Score: Raw -1646983.363304 + Penalty 3155.521143 = -1643827.842161
  nChanged 905
		SP:Iteration 7F (6848.720000 sec): 3 clusters
  Score: Raw -1647590.760863 + Penalty 3155.521143 = -1644435.239721
  nChanged 895
		SP:Iteration 8F (6848.760000 sec): 3 clusters
  Score: Raw -1648235.797560 + Penalty 3155.521143 = -1645080.276417
  nChanged 820
		SP:Iteration 9Q (6848.800000 sec): 3 clusters
  Score: Raw -1648849.277353 + Penalty 3155.521143 = -1645693.756211
  nChanged 641
		SP:Iteration 10Q (6848.840000 sec): 3 clusters
  Score: Raw -1649309.688695 + Penalty 3155.521143 = -1646154.167552
  nChanged 475
		SP:Iteration 11Q (6848.880000 sec): 3 clusters
  Score: Raw -1649642.304242 + Penalty 3155.521143 = -1646486.783099
  nChanged 337
		SP:Iteration 12Q (6848.920000 sec): 3 clusters
  Score: Raw -1649866.291237 + Penalty 3155.521143 = -1646710.770094
  nChanged 208
		SP:Iteration 13Q (6848.960000 sec): 3 clusters
  Score: Raw -1649993.200722 + Penalty 3155.521143 = -1646837.679580
  nChanged 151
		SP:Iteration 14Q (6848.990000 sec): 3 clusters
  Score: Raw -1650084.125483 + Penalty 3155.521143 = -1646928.604340
  nChanged 109
		SP:Iteration 15Q (6849.030000 sec): 3 clusters
  Score: Raw -1650151.171708 + Penalty 3155.521143 = -1646995.650565
  nChanged 91
		SP:Iteration 16Q (6849.060000 sec): 3 clusters
  Score: Raw -1650208.927571 + Penalty 3155.521143 = -1647053.406428
  nChanged 67
		SP:Iteration 17Q (6849.090000 sec): 3 clusters
  Score: Raw -1650252.901908 + Penalty 3155.521143 = -1647097.380766
  nChanged 57
		SP:Iteration 18Q (6849.130000 sec): 3 clusters
  Score: Raw -1650288.888191 + Penalty 3155.521143 = -1647133.367049
  nChanged 43
		SP:Iteration 19Q (6849.150000 sec): 3 clusters
  Score: Raw -1650319.299737 + Penalty 3155.521143 = -1647163.778595
  nChanged 31
		SP:Iteration 20F (6849.190000 sec): 3 clusters
  Score: Raw -1650337.136449 + Penalty 3155.521143 = -1647181.615306
  nChanged 28
		SP:Iteration 21Q (6849.230000 sec): 3 clusters
  Score: Raw -1650350.984309 + Penalty 3155.521143 = -1647195.463167
  nChanged 18
		SP:Iteration 22Q (6849.260000 sec): 3 clusters
  Score: Raw -1650362.342854 + Penalty 3155.521143 = -1647206.821712
  nChanged 17
		SP:Iteration 23Q (6849.290000 sec): 3 clusters
  Score: Raw -1650372.888570 + Penalty 3155.521143 = -1647217.367428
  nChanged 14
		SP:Iteration 24Q (6849.320000 sec): 3 clusters
  Score: Raw -1650381.171835 + Penalty 3155.521143 = -1647225.650693
  nChanged 10
		SP:Iteration 25Q (6849.350000 sec): 3 clusters
  Score: Raw -1650389.081920 + Penalty 3155.521143 = -1647233.560777
  nChanged 9
		SP:Iteration 26Q (6849.380000 sec): 3 clusters
  Score: Raw -1650395.403375 + Penalty 3155.521143 = -1647239.882232
  nChanged 10
		SP:Iteration 27Q (6849.410000 sec): 3 clusters
  Score: Raw -1650402.246644 + Penalty 3155.521143 = -1647246.725501
  nChanged 8
		SP:Iteration 28Q (6849.440000 sec): 3 clusters
  Score: Raw -1650407.478497 + Penalty 3155.521143 = -1647251.957355
  nChanged 9
		SP:Iteration 29Q (6849.470000 sec): 3 clusters
  Score: Raw -1650412.505642 + Penalty 3155.521143 = -1647256.984499
  nChanged 6
		SP:Iteration 30Q (6849.500000 sec): 3 clusters
  Score: Raw -1650414.731034 + Penalty 3155.521143 = -1647259.209892
  nChanged 2
		SP:Iteration 31Q (6849.530000 sec): 3 clusters
  Score: Raw -1650415.444200 + Penalty 3155.521143 = -1647259.923058
  nChanged 3
		SP:Iteration 32Q (6849.560000 sec): 3 clusters
  Score: Raw -1650416.472493 + Penalty 3155.521143 = -1647260.951350
  nChanged 4
		SP:Iteration 33Q (6849.590000 sec): 3 clusters
  Score: Raw -1650418.768095 + Penalty 3155.521143 = -1647263.246952
  nChanged 3
		SP:Iteration 34Q (6849.620000 sec): 3 clusters
  Score: Raw -1650421.292925 + Penalty 3155.521143 = -1647265.771783
  nChanged 2
		SP:Iteration 35Q (6849.650000 sec): 3 clusters
  Score: Raw -1650422.113855 + Penalty 3155.521143 = -1647266.592713
  nChanged 0
		SP:Iteration 36F (6849.690000 sec): 3 clusters
  Score: Raw -1650422.113855 + Penalty 3155.521143 = -1647266.592713
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6849.710000 sec): 2 clusters
  Score: Raw -189430.047854 + Penalty 1229.104446 = -188200.943408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6849.710000 sec): 3 clusters
  Score: Raw -188614.686336 + Penalty 2458.208892 = -186156.477444
  nChanged 684
		SP:Iteration 1F (6849.710000 sec): 3 clusters
  Score: Raw -189112.366666 + Penalty 2458.208892 = -186654.157774
  nChanged 184
		SP:Iteration 2F (6849.720000 sec): 3 clusters
  Score: Raw -189290.611709 + Penalty 2458.208892 = -186832.402817
  nChanged 106
		SP:Iteration 3F (6849.720000 sec): 3 clusters
  Score: Raw -189400.519429 + Penalty 2458.208892 = -186942.310536
  nChanged 81
		SP:Iteration 4Q (6849.730000 sec): 3 clusters
  Score: Raw -189507.417131 + Penalty 2458.208892 = -187049.208238
  nChanged 96
		SP:Iteration 5Q (6849.730000 sec): 3 clusters
  Score: Raw -189601.888764 + Penalty 2458.208892 = -187143.679872
  nChanged 69
		SP:Iteration 6Q (6849.740000 sec): 3 clusters
  Score: Raw -189671.243372 + Penalty 2458.208892 = -187213.034480
  nChanged 60
		SP:Iteration 7Q (6849.740000 sec): 3 clusters
  Score: Raw -189721.567953 + Penalty 2458.208892 = -187263.359060
  nChanged 54
		SP:Iteration 8Q (6849.750000 sec): 3 clusters
  Score: Raw -189765.960145 + Penalty 2458.208892 = -187307.751252
  nChanged 35
		SP:Iteration 9Q (6849.750000 sec): 3 clusters
  Score: Raw -189791.640515 + Penalty 2458.208892 = -187333.431623
  nChanged 27
		SP:Iteration 10Q (6849.750000 sec): 3 clusters
  Score: Raw -189808.052820 + Penalty 2458.208892 = -187349.843928
  nChanged 17
		SP:Iteration 11Q (6849.760000 sec): 3 clusters
  Score: Raw -189819.906462 + Penalty 2458.208892 = -187361.697569
  nChanged 17
		SP:Iteration 12Q (6849.760000 sec): 3 clusters
  Score: Raw -189829.876823 + Penalty 2458.208892 = -187371.667931
  nChanged 12
		SP:Iteration 13Q (6849.770000 sec): 3 clusters
  Score: Raw -189836.222981 + Penalty 2458.208892 = -187378.014089
  nChanged 9
		SP:Iteration 14Q (6849.770000 sec): 3 clusters
  Score: Raw -189841.733621 + Penalty 2458.208892 = -187383.524729
  nChanged 6
		SP:Iteration 15Q (6849.780000 sec): 3 clusters
  Score: Raw -189847.510215 + Penalty 2458.208892 = -187389.301322
  nChanged 9
		SP:Iteration 16Q (6849.780000 sec): 3 clusters
  Score: Raw -189855.582831 + Penalty 2458.208892 = -187397.373939
  nChanged 13
		SP:Iteration 17Q (6849.790000 sec): 3 clusters
  Score: Raw -189862.846405 + Penalty 2458.208892 = -187404.637513
  nChanged 13
		SP:Iteration 18Q (6849.790000 sec): 3 clusters
  Score: Raw -189869.616202 + Penalty 2458.208892 = -187411.407310
  nChanged 11
		SP:Iteration 19Q (6849.790000 sec): 3 clusters
  Score: Raw -189875.936891 + Penalty 2458.208892 = -187417.727998
  nChanged 7
		SP:Iteration 20F (6849.800000 sec): 3 clusters
  Score: Raw -189878.610397 + Penalty 2458.208892 = -187420.401505
  nChanged 2
		SP:Iteration 21Q (6849.800000 sec): 3 clusters
  Score: Raw -189879.429938 + Penalty 2458.208892 = -187421.221046
  nChanged 0
		SP:Iteration 22F (6849.810000 sec): 3 clusters
  Score: Raw -189879.429938 + Penalty 2458.208892 = -187421.221046
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6849.810000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6849.810000 sec): 3 clusters
  Score: Raw -65569.160276 + Penalty 2131.414286 = -63437.745990
  nChanged 197
		SP:Iteration 1F (6849.820000 sec): 3 clusters
  Score: Raw -65841.893633 + Penalty 2131.414286 = -63710.479347
  nChanged 58
		SP:Iteration 2F (6849.820000 sec): 3 clusters
  Score: Raw -65922.235947 + Penalty 2131.414286 = -63790.821661
  nChanged 22
		SP:Iteration 3Q (6849.820000 sec): 3 clusters
  Score: Raw -65956.537259 + Penalty 2131.414286 = -63825.122973
  nChanged 15
		SP:Iteration 4Q (6849.820000 sec): 3 clusters
  Score: Raw -65979.188320 + Penalty 2131.414286 = -63847.774034
  nChanged 13
		SP:Iteration 5Q (6849.820000 sec): 3 clusters
  Score: Raw -65998.899599 + Penalty 2131.414286 = -63867.485313
  nChanged 17
		SP:Iteration 6Q (6849.830000 sec): 3 clusters
  Score: Raw -66044.331661 + Penalty 2131.414286 = -63912.917375
  nChanged 22
		SP:Iteration 7Q (6849.830000 sec): 3 clusters
  Score: Raw -66086.243408 + Penalty 2131.414286 = -63954.829122
  nChanged 20
		SP:Iteration 8Q (6849.830000 sec): 3 clusters
  Score: Raw -66118.508903 + Penalty 2131.414286 = -63987.094617
  nChanged 15
		SP:Iteration 9Q (6849.830000 sec): 3 clusters
  Score: Raw -66152.886630 + Penalty 2131.414286 = -64021.472344
  nChanged 16
		SP:Iteration 10Q (6849.830000 sec): 3 clusters
  Score: Raw -66189.231789 + Penalty 2131.414286 = -64057.817503
  nChanged 16
		SP:Iteration 11Q (6849.830000 sec): 3 clusters
  Score: Raw -66218.957153 + Penalty 2131.414286 = -64087.542867
  nChanged 13
		SP:Iteration 12Q (6849.830000 sec): 3 clusters
  Score: Raw -66243.959744 + Penalty 2131.414286 = -64112.545458
  nChanged 8
		SP:Iteration 13Q (6849.830000 sec): 3 clusters
  Score: Raw -66258.503618 + Penalty 2131.414286 = -64127.089332
  nChanged 10
		SP:Iteration 14Q (6849.840000 sec): 3 clusters
  Score: Raw -66273.963233 + Penalty 2131.414286 = -64142.548947
  nChanged 9
		SP:Iteration 15Q (6849.840000 sec): 3 clusters
  Score: Raw -66287.268028 + Penalty 2131.414286 = -64155.853742
  nChanged 5
		SP:Iteration 16Q (6849.840000 sec): 3 clusters
  Score: Raw -66300.632236 + Penalty 2131.414286 = -64169.217950
  nChanged 10
		SP:Iteration 17Q (6849.840000 sec): 3 clusters
  Score: Raw -66326.445389 + Penalty 2131.414286 = -64195.031103
  nChanged 10
		SP:Iteration 18Q (6849.840000 sec): 3 clusters
  Score: Raw -66348.122158 + Penalty 2131.414286 = -64216.707872
  nChanged 9
		SP:Iteration 19Q (6849.850000 sec): 3 clusters
  Score: Raw -66365.773841 + Penalty 2131.414286 = -64234.359556
  nChanged 13
		SP:Iteration 20F (6849.850000 sec): 3 clusters
  Score: Raw -66383.960200 + Penalty 2131.414286 = -64252.545914
  nChanged 7
		SP:Iteration 21Q (6849.850000 sec): 3 clusters
  Score: Raw -66395.545210 + Penalty 2131.414286 = -64264.130924
  nChanged 6
		SP:Iteration 22Q (6849.850000 sec): 3 clusters
  Score: Raw -66406.351329 + Penalty 2131.414286 = -64274.937043
  nChanged 7
		SP:Iteration 23Q (6849.850000 sec): 3 clusters
  Score: Raw -66422.097704 + Penalty 2131.414286 = -64290.683418
  nChanged 11
		SP:Iteration 24Q (6849.850000 sec): 3 clusters
  Score: Raw -66453.533113 + Penalty 2131.414286 = -64322.118827
  nChanged 10
		SP:Iteration 25Q (6849.850000 sec): 3 clusters
  Score: Raw -66513.090631 + Penalty 2131.414286 = -64381.676345
  nChanged 14
		SP:Iteration 26Q (6849.850000 sec): 3 clusters
  Score: Raw -66538.742871 + Penalty 2131.414286 = -64407.328585
  nChanged 11
		SP:Iteration 27Q (6849.850000 sec): 3 clusters
  Score: Raw -66553.396184 + Penalty 2131.414286 = -64421.981898
  nChanged 7
		SP:Iteration 28Q (6849.860000 sec): 3 clusters
  Score: Raw -66567.771524 + Penalty 2131.414286 = -64436.357238
  nChanged 5
		SP:Iteration 29Q (6849.860000 sec): 3 clusters
  Score: Raw -66581.249863 + Penalty 2131.414286 = -64449.835577
  nChanged 4
		SP:Iteration 30Q (6849.860000 sec): 3 clusters
  Score: Raw -66586.483934 + Penalty 2131.414286 = -64455.069648
  nChanged 5
		SP:Iteration 31Q (6849.860000 sec): 3 clusters
  Score: Raw -66592.206734 + Penalty 2131.414286 = -64460.792448
  nChanged 2
		SP:Iteration 32Q (6849.860000 sec): 3 clusters
  Score: Raw -66597.167529 + Penalty 2131.414286 = -64465.753243
  nChanged 6
		SP:Iteration 33Q (6849.860000 sec): 3 clusters
  Score: Raw -66604.814140 + Penalty 2131.414286 = -64473.399854
  nChanged 1
		SP:Iteration 34Q (6849.870000 sec): 3 clusters
  Score: Raw -66605.496715 + Penalty 2131.414286 = -64474.082429
  nChanged 0
		SP:Iteration 35F (6849.870000 sec): 3 clusters
  Score: Raw -66605.496715 + Penalty 2131.414286 = -64474.082429
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6849.890000 sec): 2 clusters
  Score: Raw -494383.289768 + Penalty 1379.127774 = -493004.161994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6849.890000 sec): 3 clusters
  Score: Raw -491784.491947 + Penalty 2758.255548 = -489026.236399
  nChanged 1957
		SP:Iteration 1F (6849.910000 sec): 3 clusters
  Score: Raw -492942.128631 + Penalty 2758.255548 = -490183.873083
  nChanged 419
		SP:Iteration 2F (6849.920000 sec): 3 clusters
  Score: Raw -493224.278737 + Penalty 2758.255548 = -490466.023189
  nChanged 335
		SP:Iteration 3F (6849.930000 sec): 3 clusters
  Score: Raw -493468.239828 + Penalty 2758.255548 = -490709.984280
  nChanged 314
		SP:Iteration 4F (6849.940000 sec): 3 clusters
  Score: Raw -493710.156753 + Penalty 2758.255548 = -490951.901205
  nChanged 271
		SP:Iteration 5F (6849.950000 sec): 3 clusters
  Score: Raw -493917.840694 + Penalty 2758.255548 = -491159.585146
  nChanged 222
		SP:Iteration 6Q (6849.970000 sec): 3 clusters
  Score: Raw -494065.278961 + Penalty 2758.255548 = -491307.023413
  nChanged 180
		SP:Iteration 7Q (6849.980000 sec): 3 clusters
  Score: Raw -494188.629977 + Penalty 2758.255548 = -491430.374428
  nChanged 144
		SP:Iteration 8Q (6849.990000 sec): 3 clusters
  Score: Raw -494284.891465 + Penalty 2758.255548 = -491526.635916
  nChanged 103
		SP:Iteration 9Q (6850.000000 sec): 3 clusters
  Score: Raw -494344.741030 + Penalty 2758.255548 = -491586.485482
  nChanged 70
		SP:Iteration 10Q (6850.010000 sec): 3 clusters
  Score: Raw -494377.807663 + Penalty 2758.255548 = -491619.552114
  nChanged 44
		SP:Iteration 11Q (6850.020000 sec): 3 clusters
  Score: Raw -494400.048594 + Penalty 2758.255548 = -491641.793046
  nChanged 40
		SP:Iteration 12Q (6850.030000 sec): 3 clusters
  Score: Raw -494422.707747 + Penalty 2758.255548 = -491664.452199
  nChanged 37
		SP:Iteration 13Q (6850.050000 sec): 3 clusters
  Score: Raw -494443.329032 + Penalty 2758.255548 = -491685.073484
  nChanged 35
		SP:Iteration 14Q (6850.060000 sec): 3 clusters
  Score: Raw -494463.006098 + Penalty 2758.255548 = -491704.750550
  nChanged 27
		SP:Iteration 15Q (6850.070000 sec): 3 clusters
  Score: Raw -494479.413902 + Penalty 2758.255548 = -491721.158353
  nChanged 26
		SP:Iteration 16Q (6850.080000 sec): 3 clusters
  Score: Raw -494497.667908 + Penalty 2758.255548 = -491739.412360
  nChanged 23
		SP:Iteration 17Q (6850.090000 sec): 3 clusters
  Score: Raw -494513.506746 + Penalty 2758.255548 = -491755.251198
  nChanged 16
		SP:Iteration 18Q (6850.100000 sec): 3 clusters
  Score: Raw -494523.506035 + Penalty 2758.255548 = -491765.250487
  nChanged 14
		SP:Iteration 19Q (6850.110000 sec): 3 clusters
  Score: Raw -494532.836464 + Penalty 2758.255548 = -491774.580916
  nChanged 15
		SP:Iteration 20F (6850.130000 sec): 3 clusters
  Score: Raw -494541.767184 + Penalty 2758.255548 = -491783.511635
  nChanged 13
		SP:Iteration 21Q (6850.130000 sec): 3 clusters
  Score: Raw -494548.865773 + Penalty 2758.255548 = -491790.610225
  nChanged 7
		SP:Iteration 22Q (6850.150000 sec): 3 clusters
  Score: Raw -494552.741240 + Penalty 2758.255548 = -491794.485691
  nChanged 4
		SP:Iteration 23Q (6850.160000 sec): 3 clusters
  Score: Raw -494555.045595 + Penalty 2758.255548 = -491796.790047
  nChanged 1
		SP:Iteration 24Q (6850.170000 sec): 3 clusters
  Score: Raw -494555.957950 + Penalty 2758.255548 = -491797.702402
  nChanged 2
		SP:Iteration 25Q (6850.180000 sec): 3 clusters
  Score: Raw -494558.206839 + Penalty 2758.255548 = -491799.951291
  nChanged 8
		SP:Iteration 26Q (6850.190000 sec): 3 clusters
  Score: Raw -494562.093369 + Penalty 2758.255548 = -491803.837821
  nChanged 5
		SP:Iteration 27Q (6850.200000 sec): 3 clusters
  Score: Raw -494565.053519 + Penalty 2758.255548 = -491806.797971
  nChanged 3
		SP:Iteration 28Q (6850.210000 sec): 3 clusters
  Score: Raw -494566.605326 + Penalty 2758.255548 = -491808.349778
  nChanged 4
		SP:Iteration 29Q (6850.230000 sec): 3 clusters
  Score: Raw -494568.153626 + Penalty 2758.255548 = -491809.898077
  nChanged 4
		SP:Iteration 30Q (6850.230000 sec): 3 clusters
  Score: Raw -494572.256927 + Penalty 2758.255548 = -491814.001378
  nChanged 6
		SP:Iteration 31Q (6850.250000 sec): 3 clusters
  Score: Raw -494574.849061 + Penalty 2758.255548 = -491816.593512
  nChanged 3
		SP:Iteration 32Q (6850.260000 sec): 3 clusters
  Score: Raw -494576.910157 + Penalty 2758.255548 = -491818.654609
  nChanged 2
		SP:Iteration 33Q (6850.270000 sec): 3 clusters
  Score: Raw -494579.131691 + Penalty 2758.255548 = -491820.876143
  nChanged 4
		SP:Iteration 34Q (6850.280000 sec): 3 clusters
  Score: Raw -494581.825197 + Penalty 2758.255548 = -491823.569648
  nChanged 7
		SP:Iteration 35Q (6850.290000 sec): 3 clusters
  Score: Raw -494588.417391 + Penalty 2758.255548 = -491830.161843
  nChanged 3
		SP:Iteration 36Q (6850.300000 sec): 3 clusters
  Score: Raw -494589.228095 + Penalty 2758.255548 = -491830.972547
  nChanged 1
		SP:Iteration 37Q (6850.310000 sec): 3 clusters
  Score: Raw -494589.477323 + Penalty 2758.255548 = -491831.221775
  nChanged 0
		SP:Iteration 38F (6850.320000 sec): 3 clusters
  Score: Raw -494589.477323 + Penalty 2758.255548 = -491831.221775
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6850.330000 sec): 2 clusters
  Score: Raw -179888.466481 + Penalty 1213.354915 = -178675.111566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6850.340000 sec): 3 clusters
  Score: Raw -179136.946865 + Penalty 2426.709829 = -176710.237035
  nChanged 600
		SP:Iteration 1F (6850.340000 sec): 3 clusters
  Score: Raw -179491.688327 + Penalty 2426.709829 = -177064.978497
  nChanged 126
		SP:Iteration 2F (6850.350000 sec): 3 clusters
  Score: Raw -179584.417114 + Penalty 2426.709829 = -177157.707285
  nChanged 77
		SP:Iteration 3Q (6850.350000 sec): 3 clusters
  Score: Raw -179637.215999 + Penalty 2426.709829 = -177210.506170
  nChanged 52
		SP:Iteration 4Q (6850.350000 sec): 3 clusters
  Score: Raw -179663.475660 + Penalty 2426.709829 = -177236.765831
  nChanged 38
		SP:Iteration 5Q (6850.360000 sec): 3 clusters
  Score: Raw -179687.402749 + Penalty 2426.709829 = -177260.692920
  nChanged 31
		SP:Iteration 6Q (6850.360000 sec): 3 clusters
  Score: Raw -179711.626776 + Penalty 2426.709829 = -177284.916946
  nChanged 33
		SP:Iteration 7Q (6850.370000 sec): 3 clusters
  Score: Raw -179732.085236 + Penalty 2426.709829 = -177305.375406
  nChanged 22
		SP:Iteration 8Q (6850.370000 sec): 3 clusters
  Score: Raw -179744.240325 + Penalty 2426.709829 = -177317.530496
  nChanged 17
		SP:Iteration 9Q (6850.370000 sec): 3 clusters
  Score: Raw -179754.246114 + Penalty 2426.709829 = -177327.536285
  nChanged 17
		SP:Iteration 10Q (6850.380000 sec): 3 clusters
  Score: Raw -179765.111689 + Penalty 2426.709829 = -177338.401859
  nChanged 17
		SP:Iteration 11Q (6850.380000 sec): 3 clusters
  Score: Raw -179773.386968 + Penalty 2426.709829 = -177346.677139
  nChanged 17
		SP:Iteration 12Q (6850.390000 sec): 3 clusters
  Score: Raw -179783.100183 + Penalty 2426.709829 = -177356.390353
  nChanged 8
		SP:Iteration 13Q (6850.390000 sec): 3 clusters
  Score: Raw -179785.212146 + Penalty 2426.709829 = -177358.502317
  nChanged 6
		SP:Iteration 14Q (6850.390000 sec): 3 clusters
  Score: Raw -179788.242081 + Penalty 2426.709829 = -177361.532252
  nChanged 8
		SP:Iteration 15Q (6850.400000 sec): 3 clusters
  Score: Raw -179792.461368 + Penalty 2426.709829 = -177365.751539
  nChanged 8
		SP:Iteration 16Q (6850.400000 sec): 3 clusters
  Score: Raw -179796.924018 + Penalty 2426.709829 = -177370.214189
  nChanged 9
		SP:Iteration 17Q (6850.410000 sec): 3 clusters
  Score: Raw -179802.007560 + Penalty 2426.709829 = -177375.297731
  nChanged 9
		SP:Iteration 18Q (6850.410000 sec): 3 clusters
  Score: Raw -179807.005280 + Penalty 2426.709829 = -177380.295451
  nChanged 10
		SP:Iteration 19Q (6850.410000 sec): 3 clusters
  Score: Raw -179811.632700 + Penalty 2426.709829 = -177384.922871
  nChanged 13
		SP:Iteration 20F (6850.420000 sec): 3 clusters
  Score: Raw -179817.864855 + Penalty 2426.709829 = -177391.155025
  nChanged 8
		SP:Iteration 21Q (6850.420000 sec): 3 clusters
  Score: Raw -179820.690981 + Penalty 2426.709829 = -177393.981152
  nChanged 9
		SP:Iteration 22Q (6850.430000 sec): 3 clusters
  Score: Raw -179824.672439 + Penalty 2426.709829 = -177397.962610
  nChanged 11
		SP:Iteration 23Q (6850.430000 sec): 3 clusters
  Score: Raw -179833.061266 + Penalty 2426.709829 = -177406.351437
  nChanged 12
		SP:Iteration 24Q (6850.430000 sec): 3 clusters
  Score: Raw -179840.102991 + Penalty 2426.709829 = -177413.393162
  nChanged 5
		SP:Iteration 25Q (6850.440000 sec): 3 clusters
  Score: Raw -179842.809925 + Penalty 2426.709829 = -177416.100096
  nChanged 6
		SP:Iteration 26Q (6850.440000 sec): 3 clusters
  Score: Raw -179846.638314 + Penalty 2426.709829 = -177419.928485
  nChanged 8
		SP:Iteration 27Q (6850.450000 sec): 3 clusters
  Score: Raw -179851.133932 + Penalty 2426.709829 = -177424.424103
  nChanged 5
		SP:Iteration 28Q (6850.450000 sec): 3 clusters
  Score: Raw -179855.345392 + Penalty 2426.709829 = -177428.635563
  nChanged 5
		SP:Iteration 29Q (6850.450000 sec): 3 clusters
  Score: Raw -179858.457891 + Penalty 2426.709829 = -177431.748062
  nChanged 5
		SP:Iteration 30Q (6850.460000 sec): 3 clusters
  Score: Raw -179862.240267 + Penalty 2426.709829 = -177435.530438
  nChanged 7
		SP:Iteration 31Q (6850.460000 sec): 3 clusters
  Score: Raw -179865.441771 + Penalty 2426.709829 = -177438.731942
  nChanged 9
		SP:Iteration 32Q (6850.470000 sec): 3 clusters
  Score: Raw -179871.758892 + Penalty 2426.709829 = -177445.049063
  nChanged 8
		SP:Iteration 33Q (6850.470000 sec): 3 clusters
  Score: Raw -179875.497737 + Penalty 2426.709829 = -177448.787907
  nChanged 7
		SP:Iteration 34Q (6850.470000 sec): 3 clusters
  Score: Raw -179879.892515 + Penalty 2426.709829 = -177453.182685
  nChanged 10
		SP:Iteration 35Q (6850.480000 sec): 3 clusters
  Score: Raw -179887.850780 + Penalty 2426.709829 = -177461.140950
  nChanged 12
		SP:Iteration 36Q (6850.480000 sec): 3 clusters
  Score: Raw -179895.480651 + Penalty 2426.709829 = -177468.770821
  nChanged 11
		SP:Iteration 37Q (6850.490000 sec): 3 clusters
  Score: Raw -179900.342641 + Penalty 2426.709829 = -177473.632811
  nChanged 14
		SP:Iteration 38Q (6850.490000 sec): 3 clusters
  Score: Raw -179910.541571 + Penalty 2426.709829 = -177483.831742
  nChanged 15
		SP:Iteration 39Q (6850.500000 sec): 3 clusters
  Score: Raw -179921.006399 + Penalty 2426.709829 = -177494.296570
  nChanged 10
		SP:Iteration 40F (6850.500000 sec): 3 clusters
  Score: Raw -179926.358870 + Penalty 2426.709829 = -177499.649041
  nChanged 7
		SP:Iteration 41Q (6850.510000 sec): 3 clusters
  Score: Raw -179929.352906 + Penalty 2426.709829 = -177502.643077
  nChanged 4
		SP:Iteration 42Q (6850.510000 sec): 3 clusters
  Score: Raw -179930.995755 + Penalty 2426.709829 = -177504.285925
  nChanged 4
		SP:Iteration 43Q (6850.510000 sec): 3 clusters
  Score: Raw -179932.748501 + Penalty 2426.709829 = -177506.038671
  nChanged 3
		SP:Iteration 44Q (6850.520000 sec): 3 clusters
  Score: Raw -179934.100424 + Penalty 2426.709829 = -177507.390595
  nChanged 6
		SP:Iteration 45Q (6850.520000 sec): 3 clusters
  Score: Raw -179936.267191 + Penalty 2426.709829 = -177509.557362
  nChanged 2
		SP:Iteration 46Q (6850.530000 sec): 3 clusters
  Score: Raw -179936.920332 + Penalty 2426.709829 = -177510.210503
  nChanged 2
		SP:Iteration 47Q (6850.530000 sec): 3 clusters
  Score: Raw -179937.918318 + Penalty 2426.709829 = -177511.208488
  nChanged 2
		SP:Iteration 48Q (6850.530000 sec): 3 clusters
  Score: Raw -179938.885292 + Penalty 2426.709829 = -177512.175463
  nChanged 1
		SP:Iteration 49Q (6850.540000 sec): 3 clusters
  Score: Raw -179940.169684 + Penalty 2426.709829 = -177513.459854
  nChanged 4
		SP:Iteration 50Q (6850.540000 sec): 3 clusters
  Score: Raw -179942.308951 + Penalty 2426.709829 = -177515.599121
  nChanged 1
		SP:Iteration 51Q (6850.550000 sec): 3 clusters
  Score: Raw -179942.919639 + Penalty 2426.709829 = -177516.209810
  nChanged 2
		SP:Iteration 52Q (6850.550000 sec): 3 clusters
  Score: Raw -179943.657813 + Penalty 2426.709829 = -177516.947984
  nChanged 0
		SP:Iteration 53F (6850.550000 sec): 3 clusters
  Score: Raw -179943.657813 + Penalty 2426.709829 = -177516.947984
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6850.570000 sec): 2 clusters
  Score: Raw -287164.592067 + Penalty 1308.394678 = -285856.197389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6850.570000 sec): 3 clusters
  Score: Raw -285653.398543 + Penalty 2616.789356 = -283036.609187
  nChanged 1220
		SP:Iteration 1F (6850.580000 sec): 3 clusters
  Score: Raw -286468.436835 + Penalty 2616.789356 = -283851.647480
  nChanged 310
		SP:Iteration 2F (6850.590000 sec): 3 clusters
  Score: Raw -286752.511669 + Penalty 2616.789356 = -284135.722313
  nChanged 215
		SP:Iteration 3F (6850.590000 sec): 3 clusters
  Score: Raw -287003.352134 + Penalty 2616.789356 = -284386.562778
  nChanged 218
		SP:Iteration 4F (6850.600000 sec): 3 clusters
  Score: Raw -287253.583999 + Penalty 2616.789356 = -284636.794643
  nChanged 192
		SP:Iteration 5F (6850.610000 sec): 3 clusters
  Score: Raw -287442.367918 + Penalty 2616.789356 = -284825.578562
  nChanged 154
		SP:Iteration 6Q (6850.620000 sec): 3 clusters
  Score: Raw -287584.753272 + Penalty 2616.789356 = -284967.963916
  nChanged 112
		SP:Iteration 7Q (6850.630000 sec): 3 clusters
  Score: Raw -287676.262451 + Penalty 2616.789356 = -285059.473095
  nChanged 104
		SP:Iteration 8Q (6850.630000 sec): 3 clusters
  Score: Raw -287755.314985 + Penalty 2616.789356 = -285138.525629
  nChanged 92
		SP:Iteration 9Q (6850.640000 sec): 3 clusters
  Score: Raw -287811.029414 + Penalty 2616.789356 = -285194.240058
  nChanged 63
		SP:Iteration 10Q (6850.650000 sec): 3 clusters
  Score: Raw -287852.942026 + Penalty 2616.789356 = -285236.152670
  nChanged 63
		SP:Iteration 11Q (6850.650000 sec): 3 clusters
  Score: Raw -287899.781882 + Penalty 2616.789356 = -285282.992526
  nChanged 55
		SP:Iteration 12Q (6850.660000 sec): 3 clusters
  Score: Raw -287937.080972 + Penalty 2616.789356 = -285320.291616
  nChanged 48
		SP:Iteration 13Q (6850.670000 sec): 3 clusters
  Score: Raw -287975.862707 + Penalty 2616.789356 = -285359.073351
  nChanged 46
		SP:Iteration 14Q (6850.670000 sec): 3 clusters
  Score: Raw -288021.928049 + Penalty 2616.789356 = -285405.138693
  nChanged 42
		SP:Iteration 15Q (6850.680000 sec): 3 clusters
  Score: Raw -288050.758377 + Penalty 2616.789356 = -285433.969021
  nChanged 30
		SP:Iteration 16Q (6850.690000 sec): 3 clusters
  Score: Raw -288060.978885 + Penalty 2616.789356 = -285444.189529
  nChanged 16
		SP:Iteration 17Q (6850.690000 sec): 3 clusters
  Score: Raw -288064.838249 + Penalty 2616.789356 = -285448.048893
  nChanged 8
		SP:Iteration 18Q (6850.700000 sec): 3 clusters
  Score: Raw -288067.241584 + Penalty 2616.789356 = -285450.452228
  nChanged 4
		SP:Iteration 19Q (6850.710000 sec): 3 clusters
  Score: Raw -288068.451729 + Penalty 2616.789356 = -285451.662373
  nChanged 4
		SP:Iteration 20F (6850.720000 sec): 3 clusters
  Score: Raw -288069.436885 + Penalty 2616.789356 = -285452.647529
  nChanged 2
		SP:Iteration 21Q (6850.730000 sec): 3 clusters
  Score: Raw -288069.846302 + Penalty 2616.789356 = -285453.056947
  nChanged 1
		SP:Iteration 22Q (6850.730000 sec): 3 clusters
  Score: Raw -288070.615506 + Penalty 2616.789356 = -285453.826150
  nChanged 4
		SP:Iteration 23Q (6850.740000 sec): 3 clusters
  Score: Raw -288072.777876 + Penalty 2616.789356 = -285455.988520
  nChanged 4
		SP:Iteration 24Q (6850.750000 sec): 3 clusters
  Score: Raw -288075.477779 + Penalty 2616.789356 = -285458.688423
  nChanged 4
		SP:Iteration 25Q (6850.750000 sec): 3 clusters
  Score: Raw -288077.308937 + Penalty 2616.789356 = -285460.519581
  nChanged 5
		SP:Iteration 26Q (6850.760000 sec): 3 clusters
  Score: Raw -288079.107790 + Penalty 2616.789356 = -285462.318435
  nChanged 3
		SP:Iteration 27Q (6850.770000 sec): 3 clusters
  Score: Raw -288079.859090 + Penalty 2616.789356 = -285463.069734
  nChanged 5
		SP:Iteration 28Q (6850.770000 sec): 3 clusters
  Score: Raw -288081.629712 + Penalty 2616.789356 = -285464.840356
  nChanged 3
		SP:Iteration 29Q (6850.780000 sec): 3 clusters
  Score: Raw -288082.736937 + Penalty 2616.789356 = -285465.947581
  nChanged 1
		SP:Iteration 30Q (6850.790000 sec): 3 clusters
  Score: Raw -288082.971104 + Penalty 2616.789356 = -285466.181748
  nChanged 1
		SP:Iteration 31Q (6850.790000 sec): 3 clusters
  Score: Raw -288083.161182 + Penalty 2616.789356 = -285466.371826
  nChanged 0
		SP:Iteration 32F (6850.800000 sec): 3 clusters
  Score: Raw -288083.161182 + Penalty 2616.789356 = -285466.371826
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6851.030000 sec): 2 clusters
  Score: Raw -6993083.018217 + Penalty 1809.016864 = -6991274.001352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6851.210000 sec): 3 clusters
  Score: Raw -6949007.056278 + Penalty 3618.033729 = -6945389.022549
  nChanged 32496
		SP:Iteration 1F (6851.390000 sec): 3 clusters
  Score: Raw -6967819.473041 + Penalty 3618.033729 = -6964201.439312
  nChanged 2300
		SP:Iteration 2Q (6851.570000 sec): 3 clusters
  Score: Raw -6968376.960367 + Penalty 3618.033729 = -6964758.926638
  nChanged 2300
		SP:Iteration 3Q (6851.750000 sec): 3 clusters
  Score: Raw -6968966.069224 + Penalty 3618.033729 = -6965348.035495
  nChanged 2337
		SP:Iteration 4Q (6851.940000 sec): 3 clusters
  Score: Raw -6969589.878535 + Penalty 3618.033729 = -6965971.844806
  nChanged 2369
		SP:Iteration 5Q (6852.120000 sec): 3 clusters
  Score: Raw -6970298.420512 + Penalty 3618.033729 = -6966680.386783
  nChanged 2542
		SP:Iteration 6Q (6852.310000 sec): 3 clusters
  Score: Raw -6971111.913761 + Penalty 3618.033729 = -6967493.880032
  nChanged 2676
		SP:Iteration 7Q (6852.500000 sec): 3 clusters
  Score: Raw -6972037.669562 + Penalty 3618.033729 = -6968419.635833
  nChanged 2800
		SP:Iteration 8Q (6852.690000 sec): 3 clusters
  Score: Raw -6973088.443776 + Penalty 3618.033729 = -6969470.410047
  nChanged 2826
		SP:Iteration 9Q (6852.870000 sec): 3 clusters
  Score: Raw -6974234.732897 + Penalty 3618.033729 = -6970616.699168
  nChanged 2962
		SP:Iteration 10Q (6853.060000 sec): 3 clusters
  Score: Raw -6975401.864812 + Penalty 3618.033729 = -6971783.831084
  nChanged 2782
		SP:Iteration 11Q (6853.240000 sec): 3 clusters
  Score: Raw -6976394.117396 + Penalty 3618.033729 = -6972776.083668
  nChanged 2548
		SP:Iteration 12Q (6853.430000 sec): 3 clusters
  Score: Raw -6977194.582433 + Penalty 3618.033729 = -6973576.548704
  nChanged 2150
		SP:Iteration 13Q (6853.610000 sec): 3 clusters
  Score: Raw -6977760.740623 + Penalty 3618.033729 = -6974142.706894
  nChanged 1733
		SP:Iteration 14Q (6853.790000 sec): 3 clusters
  Score: Raw -6978178.899112 + Penalty 3618.033729 = -6974560.865383
  nChanged 1534
		SP:Iteration 15Q (6853.970000 sec): 3 clusters
  Score: Raw -6978505.853680 + Penalty 3618.033729 = -6974887.819952
  nChanged 1352
		SP:Iteration 16Q (6854.150000 sec): 3 clusters
  Score: Raw -6978776.477708 + Penalty 3618.033729 = -6975158.443979
  nChanged 1271
		SP:Iteration 17Q (6854.330000 sec): 3 clusters
  Score: Raw -6979025.463482 + Penalty 3618.033729 = -6975407.429753
  nChanged 1301
		SP:Iteration 18Q (6854.510000 sec): 3 clusters
  Score: Raw -6979304.921451 + Penalty 3618.033729 = -6975686.887723
  nChanged 1455
		SP:Iteration 19Q (6854.690000 sec): 3 clusters
  Score: Raw -6979639.397607 + Penalty 3618.033729 = -6976021.363879
  nChanged 1670
		SP:Iteration 20F (6854.860000 sec): 3 clusters
  Score: Raw -6980060.994428 + Penalty 3618.033729 = -6976442.960699
  nChanged 1890
		SP:Iteration 21Q (6855.040000 sec): 3 clusters
  Score: Raw -6980602.762807 + Penalty 3618.033729 = -6976984.729079
  nChanged 2269
		SP:Iteration 22Q (6855.210000 sec): 3 clusters
  Score: Raw -6981371.977814 + Penalty 3618.033729 = -6977753.944085
  nChanged 2614
		SP:Iteration 23Q (6855.390000 sec): 3 clusters
  Score: Raw -6982404.793240 + Penalty 3618.033729 = -6978786.759512
  nChanged 2928
		SP:Iteration 24Q (6855.560000 sec): 3 clusters
  Score: Raw -6983717.200492 + Penalty 3618.033729 = -6980099.166764
  nChanged 3163
		SP:Iteration 25Q (6855.730000 sec): 3 clusters
  Score: Raw -6985290.646788 + Penalty 3618.033729 = -6981672.613060
  nChanged 3199
		SP:Iteration 26Q (6855.890000 sec): 3 clusters
  Score: Raw -6987013.523920 + Penalty 3618.033729 = -6983395.490192
  nChanged 2884
		SP:Iteration 27Q (6856.050000 sec): 3 clusters
  Score: Raw -6988653.122209 + Penalty 3618.033729 = -6985035.088481
  nChanged 2445
		SP:Iteration 28Q (6856.210000 sec): 3 clusters
  Score: Raw -6990094.240246 + Penalty 3618.033729 = -6986476.206517
  nChanged 1864
		SP:Iteration 29Q (6856.360000 sec): 3 clusters
  Score: Raw -6991190.036767 + Penalty 3618.033729 = -6987572.003039
  nChanged 1300
		SP:Iteration 30Q (6856.500000 sec): 3 clusters
  Score: Raw -6991967.685005 + Penalty 3618.033729 = -6988349.651276
  nChanged 838
		SP:Iteration 31Q (6856.640000 sec): 3 clusters
  Score: Raw -6992472.056815 + Penalty 3618.033729 = -6988854.023087
  nChanged 522
		SP:Iteration 32Q (6856.770000 sec): 3 clusters
  Score: Raw -6992785.608617 + Penalty 3618.033729 = -6989167.574889
  nChanged 318
		SP:Iteration 33Q (6856.910000 sec): 3 clusters
  Score: Raw -6992976.790410 + Penalty 3618.033729 = -6989358.756682
  nChanged 210
		SP:Iteration 34Q (6857.040000 sec): 3 clusters
  Score: Raw -6993088.116188 + Penalty 3618.033729 = -6989470.082460
  nChanged 126
		SP:Iteration 35Q (6857.160000 sec): 3 clusters
  Score: Raw -6993156.486093 + Penalty 3618.033729 = -6989538.452364
  nChanged 108
		SP:Iteration 36Q (6857.290000 sec): 3 clusters
  Score: Raw -6993216.374153 + Penalty 3618.033729 = -6989598.340424
  nChanged 60
		SP:Iteration 37Q (6857.420000 sec): 3 clusters
  Score: Raw -6993251.571459 + Penalty 3618.033729 = -6989633.537730
  nChanged 47
		SP:Iteration 38Q (6857.550000 sec): 3 clusters
  Score: Raw -6993276.784444 + Penalty 3618.033729 = -6989658.750716
  nChanged 39
		SP:Iteration 39Q (6857.670000 sec): 3 clusters
  Score: Raw -6993301.576686 + Penalty 3618.033729 = -6989683.542958
  nChanged 41
		SP:Iteration 40F (6857.840000 sec): 3 clusters
  Score: Raw -6993324.576256 + Penalty 3618.033729 = -6989706.542527
  nChanged 28
		SP:Iteration 41Q (6857.970000 sec): 3 clusters
  Score: Raw -6993339.457650 + Penalty 3618.033729 = -6989721.423921
  nChanged 21
		SP:Iteration 42Q (6858.090000 sec): 3 clusters
  Score: Raw -6993350.946047 + Penalty 3618.033729 = -6989732.912318
  nChanged 17
		SP:Iteration 43Q (6858.220000 sec): 3 clusters
  Score: Raw -6993360.256248 + Penalty 3618.033729 = -6989742.222519
  nChanged 12
		SP:Iteration 44Q (6858.340000 sec): 3 clusters
  Score: Raw -6993365.302307 + Penalty 3618.033729 = -6989747.268578
  nChanged 9
		SP:Iteration 45Q (6858.460000 sec): 3 clusters
  Score: Raw -6993369.388585 + Penalty 3618.033729 = -6989751.354856
  nChanged 4
		SP:Iteration 46Q (6858.580000 sec): 3 clusters
  Score: Raw -6993371.544390 + Penalty 3618.033729 = -6989753.510662
  nChanged 3
		SP:Iteration 47Q (6858.700000 sec): 3 clusters
  Score: Raw -6993372.756475 + Penalty 3618.033729 = -6989754.722747
  nChanged 6
		SP:Iteration 48Q (6858.820000 sec): 3 clusters
  Score: Raw -6993375.860570 + Penalty 3618.033729 = -6989757.826842
  nChanged 4
		SP:Iteration 49Q (6858.940000 sec): 3 clusters
  Score: Raw -6993377.433355 + Penalty 3618.033729 = -6989759.399627
  nChanged 1
		SP:Iteration 50Q (6859.070000 sec): 3 clusters
  Score: Raw -6993377.692219 + Penalty 3618.033729 = -6989759.658491
  nChanged 1
		SP:Iteration 51Q (6859.190000 sec): 3 clusters
  Score: Raw -6993378.015682 + Penalty 3618.033729 = -6989759.981953
  nChanged 0
		SP:Iteration 52F (6859.360000 sec): 3 clusters
  Score: Raw -6993378.015682 + Penalty 3618.033729 = -6989759.981953
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6859.400000 sec): 2 clusters
  Score: Raw -128544.373447 + Penalty 1200.804142 = -127343.569304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6859.410000 sec): 3 clusters
  Score: Raw -127893.265032 + Penalty 2401.608285 = -125491.656747
  nChanged 571
		SP:Iteration 1F (6859.410000 sec): 3 clusters
  Score: Raw -128380.603882 + Penalty 2401.608285 = -125978.995597
  nChanged 139
		SP:Iteration 2F (6859.420000 sec): 3 clusters
  Score: Raw -128533.206568 + Penalty 2401.608285 = -126131.598283
  nChanged 75
		SP:Iteration 3Q (6859.420000 sec): 3 clusters
  Score: Raw -128619.160829 + Penalty 2401.608285 = -126217.552544
  nChanged 63
		SP:Iteration 4Q (6859.420000 sec): 3 clusters
  Score: Raw -128698.999125 + Penalty 2401.608285 = -126297.390840
  nChanged 58
		SP:Iteration 5Q (6859.430000 sec): 3 clusters
  Score: Raw -128773.102148 + Penalty 2401.608285 = -126371.493863
  nChanged 66
		SP:Iteration 6Q (6859.430000 sec): 3 clusters
  Score: Raw -128852.462751 + Penalty 2401.608285 = -126450.854466
  nChanged 51
		SP:Iteration 7Q (6859.440000 sec): 3 clusters
  Score: Raw -128899.881278 + Penalty 2401.608285 = -126498.272993
  nChanged 45
		SP:Iteration 8Q (6859.440000 sec): 3 clusters
  Score: Raw -128945.963742 + Penalty 2401.608285 = -126544.355457
  nChanged 38
		SP:Iteration 9Q (6859.440000 sec): 3 clusters
  Score: Raw -128988.097475 + Penalty 2401.608285 = -126586.489190
  nChanged 37
		SP:Iteration 10Q (6859.440000 sec): 3 clusters
  Score: Raw -129022.027727 + Penalty 2401.608285 = -126620.419442
  nChanged 28
		SP:Iteration 11Q (6859.450000 sec): 3 clusters
  Score: Raw -129044.902231 + Penalty 2401.608285 = -126643.293946
  nChanged 22
		SP:Iteration 12Q (6859.450000 sec): 3 clusters
  Score: Raw -129065.072818 + Penalty 2401.608285 = -126663.464533
  nChanged 15
		SP:Iteration 13Q (6859.460000 sec): 3 clusters
  Score: Raw -129075.686448 + Penalty 2401.608285 = -126674.078163
  nChanged 8
		SP:Iteration 14Q (6859.460000 sec): 3 clusters
  Score: Raw -129082.743321 + Penalty 2401.608285 = -126681.135037
  nChanged 9
		SP:Iteration 15Q (6859.460000 sec): 3 clusters
  Score: Raw -129085.779864 + Penalty 2401.608285 = -126684.171579
  nChanged 2
		SP:Iteration 16Q (6859.470000 sec): 3 clusters
  Score: Raw -129086.846310 + Penalty 2401.608285 = -126685.238025
  nChanged 1
		SP:Iteration 17Q (6859.470000 sec): 3 clusters
  Score: Raw -129088.004258 + Penalty 2401.608285 = -126686.395973
  nChanged 0
		SP:Iteration 18F (6859.470000 sec): 3 clusters
  Score: Raw -129088.004258 + Penalty 2401.608285 = -126686.395973
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6859.480000 sec): 2 clusters
  Score: Raw -247883.204468 + Penalty 1284.694176 = -246598.510292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6859.490000 sec): 3 clusters
  Score: Raw -246677.792089 + Penalty 2569.388352 = -244108.403737
  nChanged 1015
		SP:Iteration 1F (6859.500000 sec): 3 clusters
  Score: Raw -247364.306518 + Penalty 2569.388352 = -244794.918167
  nChanged 242
		SP:Iteration 2F (6859.500000 sec): 3 clusters
  Score: Raw -247574.469824 + Penalty 2569.388352 = -245005.081472
  nChanged 160
		SP:Iteration 3F (6859.510000 sec): 3 clusters
  Score: Raw -247730.783709 + Penalty 2569.388352 = -245161.395357
  nChanged 140
		SP:Iteration 4F (6859.520000 sec): 3 clusters
  Score: Raw -247907.627756 + Penalty 2569.388352 = -245338.239405
  nChanged 121
		SP:Iteration 5Q (6859.520000 sec): 3 clusters
  Score: Raw -248058.153929 + Penalty 2569.388352 = -245488.765577
  nChanged 124
		SP:Iteration 6Q (6859.530000 sec): 3 clusters
  Score: Raw -248203.491993 + Penalty 2569.388352 = -245634.103642
  nChanged 104
		SP:Iteration 7Q (6859.540000 sec): 3 clusters
  Score: Raw -248298.395681 + Penalty 2569.388352 = -245729.007329
  nChanged 80
		SP:Iteration 8Q (6859.540000 sec): 3 clusters
  Score: Raw -248370.614632 + Penalty 2569.388352 = -245801.226281
  nChanged 84
		SP:Iteration 9Q (6859.540000 sec): 3 clusters
  Score: Raw -248460.604309 + Penalty 2569.388352 = -245891.215957
  nChanged 85
		SP:Iteration 10Q (6859.550000 sec): 3 clusters
  Score: Raw -248531.621338 + Penalty 2569.388352 = -245962.232986
  nChanged 71
		SP:Iteration 11Q (6859.560000 sec): 3 clusters
  Score: Raw -248593.103918 + Penalty 2569.388352 = -246023.715566
  nChanged 53
		SP:Iteration 12Q (6859.560000 sec): 3 clusters
  Score: Raw -248638.853259 + Penalty 2569.388352 = -246069.464907
  nChanged 51
		SP:Iteration 13Q (6859.570000 sec): 3 clusters
  Score: Raw -248675.711437 + Penalty 2569.388352 = -246106.323085
  nChanged 35
		SP:Iteration 14Q (6859.580000 sec): 3 clusters
  Score: Raw -248694.624693 + Penalty 2569.388352 = -246125.236342
  nChanged 21
		SP:Iteration 15Q (6859.580000 sec): 3 clusters
  Score: Raw -248705.951025 + Penalty 2569.388352 = -246136.562673
  nChanged 9
		SP:Iteration 16Q (6859.580000 sec): 3 clusters
  Score: Raw -248712.131239 + Penalty 2569.388352 = -246142.742888
  nChanged 12
		SP:Iteration 17Q (6859.590000 sec): 3 clusters
  Score: Raw -248716.445069 + Penalty 2569.388352 = -246147.056718
  nChanged 8
		SP:Iteration 18Q (6859.600000 sec): 3 clusters
  Score: Raw -248718.090182 + Penalty 2569.388352 = -246148.701831
  nChanged 7
		SP:Iteration 19Q (6859.600000 sec): 3 clusters
  Score: Raw -248720.946700 + Penalty 2569.388352 = -246151.558348
  nChanged 5
		SP:Iteration 20F (6859.610000 sec): 3 clusters
  Score: Raw -248723.942197 + Penalty 2569.388352 = -246154.553846
  nChanged 2
		SP:Iteration 21Q (6859.620000 sec): 3 clusters
  Score: Raw -248725.454059 + Penalty 2569.388352 = -246156.065707
  nChanged 2
		SP:Iteration 22Q (6859.620000 sec): 3 clusters
  Score: Raw -248726.055050 + Penalty 2569.388352 = -246156.666698
  nChanged 3
		SP:Iteration 23Q (6859.620000 sec): 3 clusters
  Score: Raw -248727.955365 + Penalty 2569.388352 = -246158.567014
  nChanged 2
		SP:Iteration 24Q (6859.630000 sec): 3 clusters
  Score: Raw -248728.501507 + Penalty 2569.388352 = -246159.113155
  nChanged 1
		SP:Iteration 25Q (6859.640000 sec): 3 clusters
  Score: Raw -248728.823008 + Penalty 2569.388352 = -246159.434656
  nChanged 1
		SP:Iteration 26Q (6859.640000 sec): 3 clusters
  Score: Raw -248728.982468 + Penalty 2569.388352 = -246159.594116
  nChanged 1
		SP:Iteration 27Q (6859.650000 sec): 3 clusters
  Score: Raw -248729.197498 + Penalty 2569.388352 = -246159.809147
  nChanged 1
		SP:Iteration 28Q (6859.650000 sec): 3 clusters
  Score: Raw -248729.723855 + Penalty 2569.388352 = -246160.335503
  nChanged 2
		SP:Iteration 29Q (6859.660000 sec): 3 clusters
  Score: Raw -248730.493265 + Penalty 2569.388352 = -246161.104913
  nChanged 1
		SP:Iteration 30Q (6859.660000 sec): 3 clusters
  Score: Raw -248730.623423 + Penalty 2569.388352 = -246161.235072
  nChanged 1
		SP:Iteration 31Q (6859.670000 sec): 3 clusters
  Score: Raw -248730.827779 + Penalty 2569.388352 = -246161.439427
  nChanged 2
		SP:Iteration 32Q (6859.680000 sec): 3 clusters
  Score: Raw -248731.653742 + Penalty 2569.388352 = -246162.265391
  nChanged 0
		SP:Iteration 33F (6859.680000 sec): 3 clusters
  Score: Raw -248731.653742 + Penalty 2569.388352 = -246162.265391
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6859.700000 sec): 2 clusters
  Score: Raw -511055.479887 + Penalty 1394.063543 = -509661.416345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6859.720000 sec): 3 clusters
  Score: Raw -508307.063629 + Penalty 2788.127086 = -505518.936543
  nChanged 2145
		SP:Iteration 1F (6859.730000 sec): 3 clusters
  Score: Raw -509553.062104 + Penalty 2788.127086 = -506764.935018
  nChanged 419
		SP:Iteration 2F (6859.740000 sec): 3 clusters
  Score: Raw -509923.185078 + Penalty 2788.127086 = -507135.057992
  nChanged 414
		SP:Iteration 3F (6859.750000 sec): 3 clusters
  Score: Raw -510306.680907 + Penalty 2788.127086 = -507518.553821
  nChanged 352
		SP:Iteration 4F (6859.770000 sec): 3 clusters
  Score: Raw -510643.479644 + Penalty 2788.127086 = -507855.352558
  nChanged 316
		SP:Iteration 5F (6859.780000 sec): 3 clusters
  Score: Raw -510904.132211 + Penalty 2788.127086 = -508116.005125
  nChanged 263
		SP:Iteration 6Q (6859.790000 sec): 3 clusters
  Score: Raw -511111.402928 + Penalty 2788.127086 = -508323.275842
  nChanged 214
		SP:Iteration 7Q (6859.800000 sec): 3 clusters
  Score: Raw -511270.571298 + Penalty 2788.127086 = -508482.444212
  nChanged 186
		SP:Iteration 8Q (6859.820000 sec): 3 clusters
  Score: Raw -511402.046982 + Penalty 2788.127086 = -508613.919896
  nChanged 156
		SP:Iteration 9Q (6859.830000 sec): 3 clusters
  Score: Raw -511494.047272 + Penalty 2788.127086 = -508705.920186
  nChanged 112
		SP:Iteration 10Q (6859.840000 sec): 3 clusters
  Score: Raw -511547.834001 + Penalty 2788.127086 = -508759.706915
  nChanged 85
		SP:Iteration 11Q (6859.850000 sec): 3 clusters
  Score: Raw -511585.002693 + Penalty 2788.127086 = -508796.875608
  nChanged 73
		SP:Iteration 12Q (6859.860000 sec): 3 clusters
  Score: Raw -511613.166118 + Penalty 2788.127086 = -508825.039032
  nChanged 62
		SP:Iteration 13Q (6859.880000 sec): 3 clusters
  Score: Raw -511637.884373 + Penalty 2788.127086 = -508849.757287
  nChanged 56
		SP:Iteration 14Q (6859.890000 sec): 3 clusters
  Score: Raw -511658.867668 + Penalty 2788.127086 = -508870.740582
  nChanged 44
		SP:Iteration 15Q (6859.900000 sec): 3 clusters
  Score: Raw -511674.986454 + Penalty 2788.127086 = -508886.859369
  nChanged 44
		SP:Iteration 16Q (6859.910000 sec): 3 clusters
  Score: Raw -511693.972034 + Penalty 2788.127086 = -508905.844949
  nChanged 42
		SP:Iteration 17Q (6859.920000 sec): 3 clusters
  Score: Raw -511713.454357 + Penalty 2788.127086 = -508925.327272
  nChanged 41
		SP:Iteration 18Q (6859.930000 sec): 3 clusters
  Score: Raw -511730.287404 + Penalty 2788.127086 = -508942.160318
  nChanged 30
		SP:Iteration 19Q (6859.940000 sec): 3 clusters
  Score: Raw -511741.441423 + Penalty 2788.127086 = -508953.314337
  nChanged 27
		SP:Iteration 20F (6859.960000 sec): 3 clusters
  Score: Raw -511748.781385 + Penalty 2788.127086 = -508960.654299
  nChanged 19
		SP:Iteration 21Q (6859.970000 sec): 3 clusters
  Score: Raw -511753.727245 + Penalty 2788.127086 = -508965.600159
  nChanged 13
		SP:Iteration 22Q (6859.980000 sec): 3 clusters
  Score: Raw -511756.890069 + Penalty 2788.127086 = -508968.762983
  nChanged 10
		SP:Iteration 23Q (6859.990000 sec): 3 clusters
  Score: Raw -511759.864060 + Penalty 2788.127086 = -508971.736974
  nChanged 10
		SP:Iteration 24Q (6860.000000 sec): 3 clusters
  Score: Raw -511761.856103 + Penalty 2788.127086 = -508973.729017
  nChanged 11
		SP:Iteration 25Q (6860.010000 sec): 3 clusters
  Score: Raw -511764.824422 + Penalty 2788.127086 = -508976.697336
  nChanged 13
		SP:Iteration 26Q (6860.020000 sec): 3 clusters
  Score: Raw -511767.315142 + Penalty 2788.127086 = -508979.188056
  nChanged 10
		SP:Iteration 27Q (6860.040000 sec): 3 clusters
  Score: Raw -511769.456320 + Penalty 2788.127086 = -508981.329234
  nChanged 6
		SP:Iteration 28Q (6860.050000 sec): 3 clusters
  Score: Raw -511770.941715 + Penalty 2788.127086 = -508982.814629
  nChanged 5
		SP:Iteration 29Q (6860.060000 sec): 3 clusters
  Score: Raw -511772.599380 + Penalty 2788.127086 = -508984.472294
  nChanged 6
		SP:Iteration 30Q (6860.070000 sec): 3 clusters
  Score: Raw -511774.587402 + Penalty 2788.127086 = -508986.460316
  nChanged 5
		SP:Iteration 31Q (6860.080000 sec): 3 clusters
  Score: Raw -511775.790711 + Penalty 2788.127086 = -508987.663626
  nChanged 4
		SP:Iteration 32Q (6860.090000 sec): 3 clusters
  Score: Raw -511776.992139 + Penalty 2788.127086 = -508988.865054
  nChanged 1
		SP:Iteration 33Q (6860.100000 sec): 3 clusters
  Score: Raw -511777.214990 + Penalty 2788.127086 = -508989.087904
  nChanged 0
		SP:Iteration 34F (6860.120000 sec): 3 clusters
  Score: Raw -511777.214990 + Penalty 2788.127086 = -508989.087904
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6860.130000 sec): 2 clusters
  Score: Raw -463386.369227 + Penalty 1369.039519 = -462017.329708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6860.140000 sec): 3 clusters
  Score: Raw -461024.433277 + Penalty 2738.079039 = -458286.354238
  nChanged 1832
		SP:Iteration 1F (6860.150000 sec): 3 clusters
  Score: Raw -462000.635745 + Penalty 2738.079039 = -459262.556707
  nChanged 379
		SP:Iteration 2F (6860.160000 sec): 3 clusters
  Score: Raw -462250.449808 + Penalty 2738.079039 = -459512.370769
  nChanged 283
		SP:Iteration 3F (6860.170000 sec): 3 clusters
  Score: Raw -462397.287621 + Penalty 2738.079039 = -459659.208583
  nChanged 187
		SP:Iteration 4Q (6860.180000 sec): 3 clusters
  Score: Raw -462483.273651 + Penalty 2738.079039 = -459745.194613
  nChanged 141
		SP:Iteration 5Q (6860.200000 sec): 3 clusters
  Score: Raw -462541.604684 + Penalty 2738.079039 = -459803.525646
  nChanged 122
		SP:Iteration 6Q (6860.200000 sec): 3 clusters
  Score: Raw -462590.894515 + Penalty 2738.079039 = -459852.815476
  nChanged 87
		SP:Iteration 7Q (6860.220000 sec): 3 clusters
  Score: Raw -462621.628777 + Penalty 2738.079039 = -459883.549738
  nChanged 68
		SP:Iteration 8Q (6860.230000 sec): 3 clusters
  Score: Raw -462644.313136 + Penalty 2738.079039 = -459906.234097
  nChanged 53
		SP:Iteration 9Q (6860.240000 sec): 3 clusters
  Score: Raw -462659.756102 + Penalty 2738.079039 = -459921.677064
  nChanged 37
		SP:Iteration 10Q (6860.250000 sec): 3 clusters
  Score: Raw -462671.667067 + Penalty 2738.079039 = -459933.588028
  nChanged 38
		SP:Iteration 11Q (6860.260000 sec): 3 clusters
  Score: Raw -462681.615743 + Penalty 2738.079039 = -459943.536704
  nChanged 35
		SP:Iteration 12Q (6860.270000 sec): 3 clusters
  Score: Raw -462690.906192 + Penalty 2738.079039 = -459952.827153
  nChanged 38
		SP:Iteration 13Q (6860.280000 sec): 3 clusters
  Score: Raw -462701.256254 + Penalty 2738.079039 = -459963.177216
  nChanged 27
		SP:Iteration 14Q (6860.290000 sec): 3 clusters
  Score: Raw -462706.479548 + Penalty 2738.079039 = -459968.400510
  nChanged 19
		SP:Iteration 15Q (6860.300000 sec): 3 clusters
  Score: Raw -462711.597202 + Penalty 2738.079039 = -459973.518163
  nChanged 24
		SP:Iteration 16Q (6860.310000 sec): 3 clusters
  Score: Raw -462717.786293 + Penalty 2738.079039 = -459979.707254
  nChanged 25
		SP:Iteration 17Q (6860.320000 sec): 3 clusters
  Score: Raw -462723.994159 + Penalty 2738.079039 = -459985.915120
  nChanged 23
		SP:Iteration 18Q (6860.330000 sec): 3 clusters
  Score: Raw -462729.822870 + Penalty 2738.079039 = -459991.743831
  nChanged 23
		SP:Iteration 19Q (6860.340000 sec): 3 clusters
  Score: Raw -462735.962345 + Penalty 2738.079039 = -459997.883307
  nChanged 25
		SP:Iteration 20F (6860.360000 sec): 3 clusters
  Score: Raw -462743.413448 + Penalty 2738.079039 = -460005.334409
  nChanged 30
		SP:Iteration 21Q (6860.360000 sec): 3 clusters
  Score: Raw -462753.490087 + Penalty 2738.079039 = -460015.411048
  nChanged 32
		SP:Iteration 22Q (6860.380000 sec): 3 clusters
  Score: Raw -462764.858702 + Penalty 2738.079039 = -460026.779663
  nChanged 33
		SP:Iteration 23Q (6860.390000 sec): 3 clusters
  Score: Raw -462777.039567 + Penalty 2738.079039 = -460038.960528
  nChanged 40
		SP:Iteration 24Q (6860.400000 sec): 3 clusters
  Score: Raw -462793.138454 + Penalty 2738.079039 = -460055.059416
  nChanged 40
		SP:Iteration 25Q (6860.410000 sec): 3 clusters
  Score: Raw -462810.027559 + Penalty 2738.079039 = -460071.948521
  nChanged 53
		SP:Iteration 26Q (6860.420000 sec): 3 clusters
  Score: Raw -462832.230819 + Penalty 2738.079039 = -460094.151780
  nChanged 62
		SP:Iteration 27Q (6860.430000 sec): 3 clusters
  Score: Raw -462857.847437 + Penalty 2738.079039 = -460119.768398
  nChanged 51
		SP:Iteration 28Q (6860.440000 sec): 3 clusters
  Score: Raw -462876.068967 + Penalty 2738.079039 = -460137.989929
  nChanged 38
		SP:Iteration 29Q (6860.450000 sec): 3 clusters
  Score: Raw -462889.628211 + Penalty 2738.079039 = -460151.549173
  nChanged 49
		SP:Iteration 30Q (6860.460000 sec): 3 clusters
  Score: Raw -462907.959390 + Penalty 2738.079039 = -460169.880351
  nChanged 56
		SP:Iteration 31Q (6860.470000 sec): 3 clusters
  Score: Raw -462932.610511 + Penalty 2738.079039 = -460194.531473
  nChanged 52
		SP:Iteration 32Q (6860.480000 sec): 3 clusters
  Score: Raw -462956.924333 + Penalty 2738.079039 = -460218.845295
  nChanged 64
		SP:Iteration 33Q (6860.490000 sec): 3 clusters
  Score: Raw -462987.963218 + Penalty 2738.079039 = -460249.884179
  nChanged 73
		SP:Iteration 34Q (6860.500000 sec): 3 clusters
  Score: Raw -463020.025887 + Penalty 2738.079039 = -460281.946848
  nChanged 52
		SP:Iteration 35Q (6860.510000 sec): 3 clusters
  Score: Raw -463042.075618 + Penalty 2738.079039 = -460303.996579
  nChanged 56
		SP:Iteration 36Q (6860.520000 sec): 3 clusters
  Score: Raw -463069.089541 + Penalty 2738.079039 = -460331.010502
  nChanged 64
		SP:Iteration 37Q (6860.530000 sec): 3 clusters
  Score: Raw -463105.958477 + Penalty 2738.079039 = -460367.879438
  nChanged 75
		SP:Iteration 38Q (6860.540000 sec): 3 clusters
  Score: Raw -463148.959272 + Penalty 2738.079039 = -460410.880234
  nChanged 70
		SP:Iteration 39Q (6860.550000 sec): 3 clusters
  Score: Raw -463194.510319 + Penalty 2738.079039 = -460456.431280
  nChanged 77
		SP:Iteration 40F (6860.560000 sec): 3 clusters
  Score: Raw -463235.612727 + Penalty 2738.079039 = -460497.533688
  nChanged 70
		SP:Iteration 41Q (6860.570000 sec): 3 clusters
  Score: Raw -463268.385621 + Penalty 2738.079039 = -460530.306582
  nChanged 62
		SP:Iteration 42Q (6860.580000 sec): 3 clusters
  Score: Raw -463298.513377 + Penalty 2738.079039 = -460560.434338
  nChanged 50
		SP:Iteration 43Q (6860.590000 sec): 3 clusters
  Score: Raw -463322.752293 + Penalty 2738.079039 = -460584.673254
  nChanged 42
		SP:Iteration 44Q (6860.600000 sec): 3 clusters
  Score: Raw -463341.976821 + Penalty 2738.079039 = -460603.897783
  nChanged 45
		SP:Iteration 45Q (6860.610000 sec): 3 clusters
  Score: Raw -463368.146607 + Penalty 2738.079039 = -460630.067568
  nChanged 50
		SP:Iteration 46Q (6860.620000 sec): 3 clusters
  Score: Raw -463394.376310 + Penalty 2738.079039 = -460656.297272
  nChanged 33
		SP:Iteration 47Q (6860.630000 sec): 3 clusters
  Score: Raw -463415.419648 + Penalty 2738.079039 = -460677.340609
  nChanged 39
		SP:Iteration 48Q (6860.640000 sec): 3 clusters
  Score: Raw -463438.167207 + Penalty 2738.079039 = -460700.088168
  nChanged 42
		SP:Iteration 49Q (6860.650000 sec): 3 clusters
  Score: Raw -463462.989720 + Penalty 2738.079039 = -460724.910681
  nChanged 42
		SP:Iteration 50Q (6860.660000 sec): 3 clusters
  Score: Raw -463487.584784 + Penalty 2738.079039 = -460749.505745
  nChanged 40
		SP:Iteration 51Q (6860.670000 sec): 3 clusters
  Score: Raw -463509.996672 + Penalty 2738.079039 = -460771.917633
  nChanged 42
		SP:Iteration 52Q (6860.680000 sec): 3 clusters
  Score: Raw -463531.079598 + Penalty 2738.079039 = -460793.000559
  nChanged 28
		SP:Iteration 53Q (6860.690000 sec): 3 clusters
  Score: Raw -463543.787218 + Penalty 2738.079039 = -460805.708179
  nChanged 17
		SP:Iteration 54Q (6860.700000 sec): 3 clusters
  Score: Raw -463551.627055 + Penalty 2738.079039 = -460813.548017
  nChanged 15
		SP:Iteration 55Q (6860.700000 sec): 3 clusters
  Score: Raw -463559.977703 + Penalty 2738.079039 = -460821.898664
  nChanged 21
		SP:Iteration 56Q (6860.710000 sec): 3 clusters
  Score: Raw -463570.617481 + Penalty 2738.079039 = -460832.538443
  nChanged 21
		SP:Iteration 57Q (6860.720000 sec): 3 clusters
  Score: Raw -463581.672508 + Penalty 2738.079039 = -460843.593470
  nChanged 20
		SP:Iteration 58Q (6860.730000 sec): 3 clusters
  Score: Raw -463589.841537 + Penalty 2738.079039 = -460851.762498
  nChanged 11
		SP:Iteration 59Q (6860.740000 sec): 3 clusters
  Score: Raw -463597.225919 + Penalty 2738.079039 = -460859.146880
  nChanged 14
		SP:Iteration 60F (6860.750000 sec): 3 clusters
  Score: Raw -463604.515573 + Penalty 2738.079039 = -460866.436535
  nChanged 12
		SP:Iteration 61Q (6860.760000 sec): 3 clusters
  Score: Raw -463612.046757 + Penalty 2738.079039 = -460873.967718
  nChanged 14
		SP:Iteration 62Q (6860.770000 sec): 3 clusters
  Score: Raw -463621.575500 + Penalty 2738.079039 = -460883.496461
  nChanged 15
		SP:Iteration 63Q (6860.780000 sec): 3 clusters
  Score: Raw -463628.057865 + Penalty 2738.079039 = -460889.978827
  nChanged 11
		SP:Iteration 64Q (6860.790000 sec): 3 clusters
  Score: Raw -463630.992570 + Penalty 2738.079039 = -460892.913532
  nChanged 9
		SP:Iteration 65Q (6860.800000 sec): 3 clusters
  Score: Raw -463635.155776 + Penalty 2738.079039 = -460897.076737
  nChanged 7
		SP:Iteration 66Q (6860.800000 sec): 3 clusters
  Score: Raw -463638.641489 + Penalty 2738.079039 = -460900.562451
  nChanged 5
		SP:Iteration 67Q (6860.810000 sec): 3 clusters
  Score: Raw -463641.589805 + Penalty 2738.079039 = -460903.510767
  nChanged 7
		SP:Iteration 68Q (6860.820000 sec): 3 clusters
  Score: Raw -463644.892000 + Penalty 2738.079039 = -460906.812961
  nChanged 6
		SP:Iteration 69Q (6860.830000 sec): 3 clusters
  Score: Raw -463647.243111 + Penalty 2738.079039 = -460909.164073
  nChanged 2
		SP:Iteration 70Q (6860.840000 sec): 3 clusters
  Score: Raw -463648.012200 + Penalty 2738.079039 = -460909.933161
  nChanged 2
		SP:Iteration 71Q (6860.850000 sec): 3 clusters
  Score: Raw -463648.640646 + Penalty 2738.079039 = -460910.561607
  nChanged 3
		SP:Iteration 72Q (6860.860000 sec): 3 clusters
  Score: Raw -463649.906636 + Penalty 2738.079039 = -460911.827597
  nChanged 5
		SP:Iteration 73Q (6860.860000 sec): 3 clusters
  Score: Raw -463652.581099 + Penalty 2738.079039 = -460914.502061
  nChanged 3
		SP:Iteration 74Q (6860.880000 sec): 3 clusters
  Score: Raw -463653.664335 + Penalty 2738.079039 = -460915.585296
  nChanged 3
		SP:Iteration 75Q (6860.880000 sec): 3 clusters
  Score: Raw -463655.222295 + Penalty 2738.079039 = -460917.143256
  nChanged 2
		SP:Iteration 76Q (6860.890000 sec): 3 clusters
  Score: Raw -463655.676282 + Penalty 2738.079039 = -460917.597244
  nChanged 0
		SP:Iteration 77F (6860.900000 sec): 3 clusters
  Score: Raw -463655.676282 + Penalty 2738.079039 = -460917.597244
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6860.930000 sec): 2 clusters
  Score: Raw -897930.569779 + Penalty 1480.063997 = -896450.505781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6860.950000 sec): 3 clusters
  Score: Raw -892889.962001 + Penalty 2960.127995 = -889929.834006
  nChanged 3852
		SP:Iteration 1F (6860.970000 sec): 3 clusters
  Score: Raw -894976.919537 + Penalty 2960.127995 = -892016.791543
  nChanged 558
		SP:Iteration 2F (6861.000000 sec): 3 clusters
  Score: Raw -895230.443445 + Penalty 2960.127995 = -892270.315450
  nChanged 480
		SP:Iteration 3F (6861.020000 sec): 3 clusters
  Score: Raw -895427.128226 + Penalty 2960.127995 = -892467.000231
  nChanged 445
		SP:Iteration 4Q (6861.040000 sec): 3 clusters
  Score: Raw -895634.222605 + Penalty 2960.127995 = -892674.094610
  nChanged 404
		SP:Iteration 5Q (6861.060000 sec): 3 clusters
  Score: Raw -895821.670036 + Penalty 2960.127995 = -892861.542041
  nChanged 378
		SP:Iteration 6Q (6861.080000 sec): 3 clusters
  Score: Raw -896008.175762 + Penalty 2960.127995 = -893048.047767
  nChanged 354
		SP:Iteration 7Q (6861.100000 sec): 3 clusters
  Score: Raw -896187.661470 + Penalty 2960.127995 = -893227.533475
  nChanged 330
		SP:Iteration 8Q (6861.120000 sec): 3 clusters
  Score: Raw -896375.824333 + Penalty 2960.127995 = -893415.696338
  nChanged 372
		SP:Iteration 9Q (6861.140000 sec): 3 clusters
  Score: Raw -896578.198684 + Penalty 2960.127995 = -893618.070689
  nChanged 344
		SP:Iteration 10Q (6861.170000 sec): 3 clusters
  Score: Raw -896772.253762 + Penalty 2960.127995 = -893812.125768
  nChanged 346
		SP:Iteration 11Q (6861.190000 sec): 3 clusters
  Score: Raw -896947.071307 + Penalty 2960.127995 = -893986.943312
  nChanged 273
		SP:Iteration 12Q (6861.210000 sec): 3 clusters
  Score: Raw -897067.847923 + Penalty 2960.127995 = -894107.719929
  nChanged 225
		SP:Iteration 13Q (6861.230000 sec): 3 clusters
  Score: Raw -897151.447382 + Penalty 2960.127995 = -894191.319387
  nChanged 206
		SP:Iteration 14Q (6861.250000 sec): 3 clusters
  Score: Raw -897226.315867 + Penalty 2960.127995 = -894266.187872
  nChanged 167
		SP:Iteration 15Q (6861.270000 sec): 3 clusters
  Score: Raw -897278.472092 + Penalty 2960.127995 = -894318.344097
  nChanged 134
		SP:Iteration 16Q (6861.290000 sec): 3 clusters
  Score: Raw -897317.587094 + Penalty 2960.127995 = -894357.459099
  nChanged 124
		SP:Iteration 17Q (6861.310000 sec): 3 clusters
  Score: Raw -897353.886086 + Penalty 2960.127995 = -894393.758091
  nChanged 107
		SP:Iteration 18Q (6861.330000 sec): 3 clusters
  Score: Raw -897382.679745 + Penalty 2960.127995 = -894422.551751
  nChanged 88
		SP:Iteration 19Q (6861.360000 sec): 3 clusters
  Score: Raw -897404.494723 + Penalty 2960.127995 = -894444.366729
  nChanged 58
		SP:Iteration 20F (6861.380000 sec): 3 clusters
  Score: Raw -897416.881496 + Penalty 2960.127995 = -894456.753501
  nChanged 61
		SP:Iteration 21Q (6861.400000 sec): 3 clusters
  Score: Raw -897430.430335 + Penalty 2960.127995 = -894470.302340
  nChanged 59
		SP:Iteration 22Q (6861.420000 sec): 3 clusters
  Score: Raw -897443.397499 + Penalty 2960.127995 = -894483.269504
  nChanged 67
		SP:Iteration 23Q (6861.440000 sec): 3 clusters
  Score: Raw -897458.746678 + Penalty 2960.127995 = -894498.618683
  nChanged 54
		SP:Iteration 24Q (6861.460000 sec): 3 clusters
  Score: Raw -897471.082908 + Penalty 2960.127995 = -894510.954914
  nChanged 51
		SP:Iteration 25Q (6861.480000 sec): 3 clusters
  Score: Raw -897482.884031 + Penalty 2960.127995 = -894522.756036
  nChanged 46
		SP:Iteration 26Q (6861.500000 sec): 3 clusters
  Score: Raw -897493.217256 + Penalty 2960.127995 = -894533.089262
  nChanged 48
		SP:Iteration 27Q (6861.520000 sec): 3 clusters
  Score: Raw -897503.554392 + Penalty 2960.127995 = -894543.426397
  nChanged 46
		SP:Iteration 28Q (6861.540000 sec): 3 clusters
  Score: Raw -897515.211137 + Penalty 2960.127995 = -894555.083142
  nChanged 47
		SP:Iteration 29Q (6861.560000 sec): 3 clusters
  Score: Raw -897527.022443 + Penalty 2960.127995 = -894566.894448
  nChanged 46
		SP:Iteration 30Q (6861.580000 sec): 3 clusters
  Score: Raw -897537.829144 + Penalty 2960.127995 = -894577.701149
  nChanged 42
		SP:Iteration 31Q (6861.600000 sec): 3 clusters
  Score: Raw -897545.795274 + Penalty 2960.127995 = -894585.667279
  nChanged 30
		SP:Iteration 32Q (6861.620000 sec): 3 clusters
  Score: Raw -897551.655427 + Penalty 2960.127995 = -894591.527433
  nChanged 36
		SP:Iteration 33Q (6861.640000 sec): 3 clusters
  Score: Raw -897560.399628 + Penalty 2960.127995 = -894600.271633
  nChanged 42
		SP:Iteration 34Q (6861.660000 sec): 3 clusters
  Score: Raw -897571.587597 + Penalty 2960.127995 = -894611.459602
  nChanged 47
		SP:Iteration 35Q (6861.680000 sec): 3 clusters
  Score: Raw -897586.217109 + Penalty 2960.127995 = -894626.089115
  nChanged 54
		SP:Iteration 36Q (6861.700000 sec): 3 clusters
  Score: Raw -897601.330284 + Penalty 2960.127995 = -894641.202289
  nChanged 60
		SP:Iteration 37Q (6861.720000 sec): 3 clusters
  Score: Raw -897621.137471 + Penalty 2960.127995 = -894661.009476
  nChanged 76
		SP:Iteration 38Q (6861.740000 sec): 3 clusters
  Score: Raw -897645.950545 + Penalty 2960.127995 = -894685.822550
  nChanged 85
		SP:Iteration 39Q (6861.760000 sec): 3 clusters
  Score: Raw -897684.717936 + Penalty 2960.127995 = -894724.589942
  nChanged 100
		SP:Iteration 40F (6861.780000 sec): 3 clusters
  Score: Raw -897724.487092 + Penalty 2960.127995 = -894764.359097
  nChanged 98
		SP:Iteration 41Q (6861.800000 sec): 3 clusters
  Score: Raw -897761.156841 + Penalty 2960.127995 = -894801.028847
  nChanged 91
		SP:Iteration 42Q (6861.820000 sec): 3 clusters
  Score: Raw -897799.165072 + Penalty 2960.127995 = -894839.037077
  nChanged 89
		SP:Iteration 43Q (6861.840000 sec): 3 clusters
  Score: Raw -897829.430083 + Penalty 2960.127995 = -894869.302088
  nChanged 78
		SP:Iteration 44Q (6861.860000 sec): 3 clusters
  Score: Raw -897859.556294 + Penalty 2960.127995 = -894899.428299
  nChanged 80
		SP:Iteration 45Q (6861.880000 sec): 3 clusters
  Score: Raw -897892.850485 + Penalty 2960.127995 = -894932.722490
  nChanged 78
		SP:Iteration 46Q (6861.900000 sec): 3 clusters
  Score: Raw -897922.392580 + Penalty 2960.127995 = -894962.264585
  nChanged 78
		SP:Iteration 47Q (6861.920000 sec): 3 clusters
  Score: Raw -897953.384646 + Penalty 2960.127995 = -894993.256651
  nChanged 90
		SP:Iteration 48Q (6861.940000 sec): 3 clusters
  Score: Raw -897988.392369 + Penalty 2960.127995 = -895028.264374
  nChanged 94
		SP:Iteration 49Q (6861.960000 sec): 3 clusters
  Score: Raw -898026.830525 + Penalty 2960.127995 = -895066.702530
  nChanged 101
		SP:Iteration 50Q (6861.980000 sec): 3 clusters
  Score: Raw -898068.558756 + Penalty 2960.127995 = -895108.430761
  nChanged 99
		SP:Iteration 51Q (6862.000000 sec): 3 clusters
  Score: Raw -898109.153898 + Penalty 2960.127995 = -895149.025904
  nChanged 99
		SP:Iteration 52Q (6862.020000 sec): 3 clusters
  Score: Raw -898149.724056 + Penalty 2960.127995 = -895189.596061
  nChanged 93
		SP:Iteration 53Q (6862.040000 sec): 3 clusters
  Score: Raw -898182.283138 + Penalty 2960.127995 = -895222.155143
  nChanged 67
		SP:Iteration 54Q (6862.060000 sec): 3 clusters
  Score: Raw -898207.661637 + Penalty 2960.127995 = -895247.533642
  nChanged 86
		SP:Iteration 55Q (6862.080000 sec): 3 clusters
  Score: Raw -898249.350297 + Penalty 2960.127995 = -895289.222302
  nChanged 101
		SP:Iteration 56Q (6862.090000 sec): 3 clusters
  Score: Raw -898302.239457 + Penalty 2960.127995 = -895342.111462
  nChanged 97
		SP:Iteration 57Q (6862.110000 sec): 3 clusters
  Score: Raw -898357.700864 + Penalty 2960.127995 = -895397.572870
  nChanged 100
		SP:Iteration 58Q (6862.130000 sec): 3 clusters
  Score: Raw -898406.443448 + Penalty 2960.127995 = -895446.315454
  nChanged 100
		SP:Iteration 59Q (6862.150000 sec): 3 clusters
  Score: Raw -898456.076202 + Penalty 2960.127995 = -895495.948207
  nChanged 87
		SP:Iteration 60F (6862.170000 sec): 3 clusters
  Score: Raw -898502.439833 + Penalty 2960.127995 = -895542.311838
  nChanged 92
		SP:Iteration 61Q (6862.190000 sec): 3 clusters
  Score: Raw -898563.907304 + Penalty 2960.127995 = -895603.779309
  nChanged 110
		SP:Iteration 62Q (6862.210000 sec): 3 clusters
  Score: Raw -898646.278685 + Penalty 2960.127995 = -895686.150690
  nChanged 100
		SP:Iteration 63Q (6862.220000 sec): 3 clusters
  Score: Raw -898724.983849 + Penalty 2960.127995 = -895764.855854
  nChanged 98
		SP:Iteration 64Q (6862.240000 sec): 3 clusters
  Score: Raw -898807.420670 + Penalty 2960.127995 = -895847.292675
  nChanged 80
		SP:Iteration 65Q (6862.260000 sec): 3 clusters
  Score: Raw -898856.926291 + Penalty 2960.127995 = -895896.798297
  nChanged 56
		SP:Iteration 66Q (6862.280000 sec): 3 clusters
  Score: Raw -898879.704903 + Penalty 2960.127995 = -895919.576909
  nChanged 44
		SP:Iteration 67Q (6862.290000 sec): 3 clusters
  Score: Raw -898893.739613 + Penalty 2960.127995 = -895933.611618
  nChanged 29
		SP:Iteration 68Q (6862.310000 sec): 3 clusters
  Score: Raw -898901.849279 + Penalty 2960.127995 = -895941.721284
  nChanged 17
		SP:Iteration 69Q (6862.330000 sec): 3 clusters
  Score: Raw -898906.354148 + Penalty 2960.127995 = -895946.226153
  nChanged 16
		SP:Iteration 70Q (6862.340000 sec): 3 clusters
  Score: Raw -898909.492869 + Penalty 2960.127995 = -895949.364874
  nChanged 8
		SP:Iteration 71Q (6862.360000 sec): 3 clusters
  Score: Raw -898910.635737 + Penalty 2960.127995 = -895950.507742
  nChanged 8
		SP:Iteration 72Q (6862.380000 sec): 3 clusters
  Score: Raw -898911.877645 + Penalty 2960.127995 = -895951.749650
  nChanged 5
		SP:Iteration 73Q (6862.390000 sec): 3 clusters
  Score: Raw -898912.611532 + Penalty 2960.127995 = -895952.483537
  nChanged 3
		SP:Iteration 74Q (6862.410000 sec): 3 clusters
  Score: Raw -898912.992266 + Penalty 2960.127995 = -895952.864271
  nChanged 4
		SP:Iteration 75Q (6862.430000 sec): 3 clusters
  Score: Raw -898913.688307 + Penalty 2960.127995 = -895953.560312
  nChanged 4
		SP:Iteration 76Q (6862.440000 sec): 3 clusters
  Score: Raw -898914.248491 + Penalty 2960.127995 = -895954.120496
  nChanged 1
		SP:Iteration 77Q (6862.460000 sec): 3 clusters
  Score: Raw -898914.484711 + Penalty 2960.127995 = -895954.356717
  nChanged 4
		SP:Iteration 78Q (6862.480000 sec): 3 clusters
  Score: Raw -898915.284911 + Penalty 2960.127995 = -895955.156917
  nChanged 7
		SP:Iteration 79Q (6862.490000 sec): 3 clusters
  Score: Raw -898916.765844 + Penalty 2960.127995 = -895956.637849
  nChanged 7
		SP:Iteration 80F (6862.510000 sec): 3 clusters
  Score: Raw -898917.970794 + Penalty 2960.127995 = -895957.842800
  nChanged 4
		SP:Iteration 81Q (6862.530000 sec): 3 clusters
  Score: Raw -898918.556104 + Penalty 2960.127995 = -895958.428109
  nChanged 4
		SP:Iteration 82Q (6862.550000 sec): 3 clusters
  Score: Raw -898919.605200 + Penalty 2960.127995 = -895959.477205
  nChanged 1
		SP:Iteration 83Q (6862.560000 sec): 3 clusters
  Score: Raw -898920.117087 + Penalty 2960.127995 = -895959.989092
  nChanged 1
		SP:Iteration 84Q (6862.580000 sec): 3 clusters
  Score: Raw -898920.253642 + Penalty 2960.127995 = -895960.125648
  nChanged 1
		SP:Iteration 85Q (6862.600000 sec): 3 clusters
  Score: Raw -898920.457892 + Penalty 2960.127995 = -895960.329897
  nChanged 0
		SP:Iteration 86F (6862.620000 sec): 3 clusters
  Score: Raw -898920.457892 + Penalty 2960.127995 = -895960.329897
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6862.650000 sec): 2 clusters
  Score: Raw -1014846.313345 + Penalty 1505.796031 = -1013340.517315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6862.680000 sec): 3 clusters
  Score: Raw -1008804.502536 + Penalty 3011.592061 = -1005792.910475
  nChanged 4585
		SP:Iteration 1F (6862.700000 sec): 3 clusters
  Score: Raw -1011289.517258 + Penalty 3011.592061 = -1008277.925197
  nChanged 659
		SP:Iteration 2F (6862.730000 sec): 3 clusters
  Score: Raw -1011635.081605 + Penalty 3011.592061 = -1008623.489544
  nChanged 636
		SP:Iteration 3F (6862.750000 sec): 3 clusters
  Score: Raw -1011990.630363 + Penalty 3011.592061 = -1008979.038302
  nChanged 580
		SP:Iteration 4F (6862.780000 sec): 3 clusters
  Score: Raw -1012338.023955 + Penalty 3011.592061 = -1009326.431894
  nChanged 532
		SP:Iteration 5F (6862.800000 sec): 3 clusters
  Score: Raw -1012639.434567 + Penalty 3011.592061 = -1009627.842505
  nChanged 519
		SP:Iteration 6Q (6862.830000 sec): 3 clusters
  Score: Raw -1012974.130331 + Penalty 3011.592061 = -1009962.538270
  nChanged 558
		SP:Iteration 7F (6862.860000 sec): 3 clusters
  Score: Raw -1013334.378139 + Penalty 3011.592061 = -1010322.786078
  nChanged 568
		SP:Iteration 8F (6862.880000 sec): 3 clusters
  Score: Raw -1013719.589619 + Penalty 3011.592061 = -1010707.997558
  nChanged 513
		SP:Iteration 9Q (6862.910000 sec): 3 clusters
  Score: Raw -1014092.210289 + Penalty 3011.592061 = -1011080.618228
  nChanged 475
		SP:Iteration 10Q (6862.930000 sec): 3 clusters
  Score: Raw -1014438.748210 + Penalty 3011.592061 = -1011427.156149
  nChanged 421
		SP:Iteration 11Q (6862.960000 sec): 3 clusters
  Score: Raw -1014715.833117 + Penalty 3011.592061 = -1011704.241056
  nChanged 358
		SP:Iteration 12Q (6862.980000 sec): 3 clusters
  Score: Raw -1014922.171337 + Penalty 3011.592061 = -1011910.579276
  nChanged 293
		SP:Iteration 13Q (6863.000000 sec): 3 clusters
  Score: Raw -1015060.280517 + Penalty 3011.592061 = -1012048.688456
  nChanged 243
		SP:Iteration 14Q (6863.030000 sec): 3 clusters
  Score: Raw -1015154.157512 + Penalty 3011.592061 = -1012142.565451
  nChanged 191
		SP:Iteration 15Q (6863.050000 sec): 3 clusters
  Score: Raw -1015210.299161 + Penalty 3011.592061 = -1012198.707100
  nChanged 140
		SP:Iteration 16Q (6863.080000 sec): 3 clusters
  Score: Raw -1015247.214400 + Penalty 3011.592061 = -1012235.622339
  nChanged 95
		SP:Iteration 17Q (6863.100000 sec): 3 clusters
  Score: Raw -1015268.207607 + Penalty 3011.592061 = -1012256.615546
  nChanged 78
		SP:Iteration 18Q (6863.120000 sec): 3 clusters
  Score: Raw -1015284.060374 + Penalty 3011.592061 = -1012272.468313
  nChanged 66
		SP:Iteration 19Q (6863.150000 sec): 3 clusters
  Score: Raw -1015296.014324 + Penalty 3011.592061 = -1012284.422262
  nChanged 58
		SP:Iteration 20F (6863.170000 sec): 3 clusters
  Score: Raw -1015307.258122 + Penalty 3011.592061 = -1012295.666061
  nChanged 55
		SP:Iteration 21Q (6863.200000 sec): 3 clusters
  Score: Raw -1015316.267725 + Penalty 3011.592061 = -1012304.675663
  nChanged 41
		SP:Iteration 22Q (6863.220000 sec): 3 clusters
  Score: Raw -1015322.909539 + Penalty 3011.592061 = -1012311.317477
  nChanged 39
		SP:Iteration 23Q (6863.240000 sec): 3 clusters
  Score: Raw -1015329.725382 + Penalty 3011.592061 = -1012318.133321
  nChanged 30
		SP:Iteration 24Q (6863.270000 sec): 3 clusters
  Score: Raw -1015333.754108 + Penalty 3011.592061 = -1012322.162047
  nChanged 21
		SP:Iteration 25Q (6863.290000 sec): 3 clusters
  Score: Raw -1015336.833487 + Penalty 3011.592061 = -1012325.241426
  nChanged 25
		SP:Iteration 26Q (6863.310000 sec): 3 clusters
  Score: Raw -1015340.951850 + Penalty 3011.592061 = -1012329.359789
  nChanged 26
		SP:Iteration 27Q (6863.340000 sec): 3 clusters
  Score: Raw -1015344.535069 + Penalty 3011.592061 = -1012332.943008
  nChanged 20
		SP:Iteration 28Q (6863.360000 sec): 3 clusters
  Score: Raw -1015349.235241 + Penalty 3011.592061 = -1012337.643180
  nChanged 34
		SP:Iteration 29Q (6863.380000 sec): 3 clusters
  Score: Raw -1015354.628685 + Penalty 3011.592061 = -1012343.036624
  nChanged 32
		SP:Iteration 30Q (6863.400000 sec): 3 clusters
  Score: Raw -1015359.285941 + Penalty 3011.592061 = -1012347.693880
  nChanged 19
		SP:Iteration 31Q (6863.420000 sec): 3 clusters
  Score: Raw -1015362.561096 + Penalty 3011.592061 = -1012350.969035
  nChanged 28
		SP:Iteration 32Q (6863.450000 sec): 3 clusters
  Score: Raw -1015367.321411 + Penalty 3011.592061 = -1012355.729350
  nChanged 25
		SP:Iteration 33Q (6863.470000 sec): 3 clusters
  Score: Raw -1015371.784119 + Penalty 3011.592061 = -1012360.192058
  nChanged 23
		SP:Iteration 34Q (6863.490000 sec): 3 clusters
  Score: Raw -1015375.538311 + Penalty 3011.592061 = -1012363.946250
  nChanged 20
		SP:Iteration 35Q (6863.520000 sec): 3 clusters
  Score: Raw -1015378.875280 + Penalty 3011.592061 = -1012367.283219
  nChanged 24
		SP:Iteration 36Q (6863.540000 sec): 3 clusters
  Score: Raw -1015382.533097 + Penalty 3011.592061 = -1012370.941036
  nChanged 19
		SP:Iteration 37Q (6863.560000 sec): 3 clusters
  Score: Raw -1015385.464370 + Penalty 3011.592061 = -1012373.872309
  nChanged 20
		SP:Iteration 38Q (6863.580000 sec): 3 clusters
  Score: Raw -1015387.982976 + Penalty 3011.592061 = -1012376.390915
  nChanged 16
		SP:Iteration 39Q (6863.610000 sec): 3 clusters
  Score: Raw -1015389.996942 + Penalty 3011.592061 = -1012378.404881
  nChanged 13
		SP:Iteration 40F (6863.630000 sec): 3 clusters
  Score: Raw -1015391.156879 + Penalty 3011.592061 = -1012379.564818
  nChanged 9
		SP:Iteration 41Q (6863.660000 sec): 3 clusters
  Score: Raw -1015392.363526 + Penalty 3011.592061 = -1012380.771465
  nChanged 13
		SP:Iteration 42Q (6863.680000 sec): 3 clusters
  Score: Raw -1015394.371530 + Penalty 3011.592061 = -1012382.779469
  nChanged 16
		SP:Iteration 43Q (6863.700000 sec): 3 clusters
  Score: Raw -1015396.276359 + Penalty 3011.592061 = -1012384.684298
  nChanged 12
		SP:Iteration 44Q (6863.720000 sec): 3 clusters
  Score: Raw -1015397.740374 + Penalty 3011.592061 = -1012386.148313
  nChanged 8
		SP:Iteration 45Q (6863.750000 sec): 3 clusters
  Score: Raw -1015398.752524 + Penalty 3011.592061 = -1012387.160463
  nChanged 3
		SP:Iteration 46Q (6863.770000 sec): 3 clusters
  Score: Raw -1015399.029474 + Penalty 3011.592061 = -1012387.437413
  nChanged 1
		SP:Iteration 47Q (6863.790000 sec): 3 clusters
  Score: Raw -1015399.073837 + Penalty 3011.592061 = -1012387.481776
  nChanged 1
		SP:Iteration 48Q (6863.820000 sec): 3 clusters
  Score: Raw -1015399.120225 + Penalty 3011.592061 = -1012387.528164
  nChanged 2
		SP:Iteration 49Q (6863.840000 sec): 3 clusters
  Score: Raw -1015399.200542 + Penalty 3011.592061 = -1012387.608481
  nChanged 2
		SP:Iteration 50Q (6863.860000 sec): 3 clusters
  Score: Raw -1015399.302558 + Penalty 3011.592061 = -1012387.710496
  nChanged 0
		SP:Iteration 51F (6863.890000 sec): 3 clusters
  Score: Raw -1015399.302558 + Penalty 3011.592061 = -1012387.710496
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6863.900000 sec): 2 clusters
  Score: Raw -155671.735285 + Penalty 1202.501547 = -154469.233738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6863.900000 sec): 3 clusters
  Score: Raw -155050.455727 + Penalty 2405.003093 = -152645.452634
  nChanged 527
		SP:Iteration 1F (6863.910000 sec): 3 clusters
  Score: Raw -155466.653299 + Penalty 2405.003093 = -153061.650206
  nChanged 148
		SP:Iteration 2F (6863.910000 sec): 3 clusters
  Score: Raw -155647.033067 + Penalty 2405.003093 = -153242.029974
  nChanged 87
		SP:Iteration 3F (6863.920000 sec): 3 clusters
  Score: Raw -155745.398891 + Penalty 2405.003093 = -153340.395798
  nChanged 66
		SP:Iteration 4Q (6863.920000 sec): 3 clusters
  Score: Raw -155811.599283 + Penalty 2405.003093 = -153406.596190
  nChanged 40
		SP:Iteration 5Q (6863.920000 sec): 3 clusters
  Score: Raw -155854.364580 + Penalty 2405.003093 = -153449.361487
  nChanged 53
		SP:Iteration 6Q (6863.930000 sec): 3 clusters
  Score: Raw -155910.545969 + Penalty 2405.003093 = -153505.542876
  nChanged 47
		SP:Iteration 7Q (6863.930000 sec): 3 clusters
  Score: Raw -155956.056760 + Penalty 2405.003093 = -153551.053666
  nChanged 39
		SP:Iteration 8Q (6863.940000 sec): 3 clusters
  Score: Raw -155989.571484 + Penalty 2405.003093 = -153584.568391
  nChanged 41
		SP:Iteration 9Q (6863.940000 sec): 3 clusters
  Score: Raw -156023.144091 + Penalty 2405.003093 = -153618.140998
  nChanged 34
		SP:Iteration 10Q (6863.940000 sec): 3 clusters
  Score: Raw -156052.303020 + Penalty 2405.003093 = -153647.299927
  nChanged 32
		SP:Iteration 11Q (6863.940000 sec): 3 clusters
  Score: Raw -156076.223191 + Penalty 2405.003093 = -153671.220098
  nChanged 28
		SP:Iteration 12Q (6863.950000 sec): 3 clusters
  Score: Raw -156097.633814 + Penalty 2405.003093 = -153692.630721
  nChanged 17
		SP:Iteration 13Q (6863.950000 sec): 3 clusters
  Score: Raw -156112.808995 + Penalty 2405.003093 = -153707.805902
  nChanged 20
		SP:Iteration 14Q (6863.960000 sec): 3 clusters
  Score: Raw -156126.015223 + Penalty 2405.003093 = -153721.012130
  nChanged 14
		SP:Iteration 15Q (6863.960000 sec): 3 clusters
  Score: Raw -156135.077167 + Penalty 2405.003093 = -153730.074074
  nChanged 11
		SP:Iteration 16Q (6863.960000 sec): 3 clusters
  Score: Raw -156142.397766 + Penalty 2405.003093 = -153737.394673
  nChanged 3
		SP:Iteration 17Q (6863.960000 sec): 3 clusters
  Score: Raw -156148.458080 + Penalty 2405.003093 = -153743.454987
  nChanged 8
		SP:Iteration 18Q (6863.970000 sec): 3 clusters
  Score: Raw -156154.234083 + Penalty 2405.003093 = -153749.230990
  nChanged 8
		SP:Iteration 19Q (6863.970000 sec): 3 clusters
  Score: Raw -156158.197538 + Penalty 2405.003093 = -153753.194445
  nChanged 8
		SP:Iteration 20F (6863.980000 sec): 3 clusters
  Score: Raw -156160.990671 + Penalty 2405.003093 = -153755.987577
  nChanged 8
		SP:Iteration 21Q (6863.980000 sec): 3 clusters
  Score: Raw -156165.911049 + Penalty 2405.003093 = -153760.907956
  nChanged 7
		SP:Iteration 22Q (6863.980000 sec): 3 clusters
  Score: Raw -156170.134377 + Penalty 2405.003093 = -153765.131284
  nChanged 6
		SP:Iteration 23Q (6863.990000 sec): 3 clusters
  Score: Raw -156174.136052 + Penalty 2405.003093 = -153769.132958
  nChanged 4
		SP:Iteration 24Q (6863.990000 sec): 3 clusters
  Score: Raw -156175.772355 + Penalty 2405.003093 = -153770.769262
  nChanged 3
		SP:Iteration 25Q (6863.990000 sec): 3 clusters
  Score: Raw -156177.750644 + Penalty 2405.003093 = -153772.747551
  nChanged 3
		SP:Iteration 26Q (6864.000000 sec): 3 clusters
  Score: Raw -156179.974937 + Penalty 2405.003093 = -153774.971843
  nChanged 1
		SP:Iteration 27Q (6864.000000 sec): 3 clusters
  Score: Raw -156182.432615 + Penalty 2405.003093 = -153777.429522
  nChanged 4
		SP:Iteration 28Q (6864.000000 sec): 3 clusters
  Score: Raw -156187.517533 + Penalty 2405.003093 = -153782.514440
  nChanged 10
		SP:Iteration 29Q (6864.010000 sec): 3 clusters
  Score: Raw -156193.162087 + Penalty 2405.003093 = -153788.158994
  nChanged 5
		SP:Iteration 30Q (6864.010000 sec): 3 clusters
  Score: Raw -156195.251105 + Penalty 2405.003093 = -153790.248012
  nChanged 1
		SP:Iteration 31Q (6864.020000 sec): 3 clusters
  Score: Raw -156195.594076 + Penalty 2405.003093 = -153790.590983
  nChanged 1
		SP:Iteration 32Q (6864.020000 sec): 3 clusters
  Score: Raw -156195.952413 + Penalty 2405.003093 = -153790.949320
  nChanged 2
		SP:Iteration 33Q (6864.020000 sec): 3 clusters
  Score: Raw -156196.801082 + Penalty 2405.003093 = -153791.797989
  nChanged 1
		SP:Iteration 34Q (6864.020000 sec): 3 clusters
  Score: Raw -156197.735655 + Penalty 2405.003093 = -153792.732562
  nChanged 1
		SP:Iteration 35Q (6864.030000 sec): 3 clusters
  Score: Raw -156199.278571 + Penalty 2405.003093 = -153794.275478
  nChanged 3
		SP:Iteration 36Q (6864.030000 sec): 3 clusters
  Score: Raw -156201.223925 + Penalty 2405.003093 = -153796.220832
  nChanged 6
		SP:Iteration 37Q (6864.040000 sec): 3 clusters
  Score: Raw -156204.025404 + Penalty 2405.003093 = -153799.022310
  nChanged 5
		SP:Iteration 38Q (6864.040000 sec): 3 clusters
  Score: Raw -156205.681544 + Penalty 2405.003093 = -153800.678451
  nChanged 0
		SP:Iteration 39F (6864.040000 sec): 3 clusters
  Score: Raw -156205.681544 + Penalty 2405.003093 = -153800.678451
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6864.060000 sec): 2 clusters
  Score: Raw -341298.290827 + Penalty 1331.202749 = -339967.088079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6864.060000 sec): 3 clusters
  Score: Raw -339560.493829 + Penalty 2662.405497 = -336898.088332
  nChanged 1370
		SP:Iteration 1F (6864.070000 sec): 3 clusters
  Score: Raw -340386.717092 + Penalty 2662.405497 = -337724.311595
  nChanged 296
		SP:Iteration 2F (6864.080000 sec): 3 clusters
  Score: Raw -340562.855732 + Penalty 2662.405497 = -337900.450235
  nChanged 184
		SP:Iteration 3F (6864.090000 sec): 3 clusters
  Score: Raw -340655.277821 + Penalty 2662.405497 = -337992.872324
  nChanged 122
		SP:Iteration 4Q (6864.100000 sec): 3 clusters
  Score: Raw -340711.494553 + Penalty 2662.405497 = -338049.089056
  nChanged 90
		SP:Iteration 5Q (6864.110000 sec): 3 clusters
  Score: Raw -340747.558678 + Penalty 2662.405497 = -338085.153180
  nChanged 69
		SP:Iteration 6Q (6864.120000 sec): 3 clusters
  Score: Raw -340771.519062 + Penalty 2662.405497 = -338109.113564
  nChanged 59
		SP:Iteration 7Q (6864.120000 sec): 3 clusters
  Score: Raw -340801.072413 + Penalty 2662.405497 = -338138.666916
  nChanged 70
		SP:Iteration 8Q (6864.130000 sec): 3 clusters
  Score: Raw -340828.577645 + Penalty 2662.405497 = -338166.172147
  nChanged 55
		SP:Iteration 9Q (6864.140000 sec): 3 clusters
  Score: Raw -340847.955648 + Penalty 2662.405497 = -338185.550151
  nChanged 41
		SP:Iteration 10Q (6864.150000 sec): 3 clusters
  Score: Raw -340861.656335 + Penalty 2662.405497 = -338199.250838
  nChanged 37
		SP:Iteration 11Q (6864.160000 sec): 3 clusters
  Score: Raw -340873.382169 + Penalty 2662.405497 = -338210.976672
  nChanged 27
		SP:Iteration 12Q (6864.160000 sec): 3 clusters
  Score: Raw -340881.346630 + Penalty 2662.405497 = -338218.941133
  nChanged 18
		SP:Iteration 13Q (6864.180000 sec): 3 clusters
  Score: Raw -340887.385772 + Penalty 2662.405497 = -338224.980275
  nChanged 18
		SP:Iteration 14Q (6864.180000 sec): 3 clusters
  Score: Raw -340894.246639 + Penalty 2662.405497 = -338231.841142
  nChanged 20
		SP:Iteration 15Q (6864.190000 sec): 3 clusters
  Score: Raw -340902.638940 + Penalty 2662.405497 = -338240.233443
  nChanged 23
		SP:Iteration 16Q (6864.200000 sec): 3 clusters
  Score: Raw -340909.606895 + Penalty 2662.405497 = -338247.201398
  nChanged 20
		SP:Iteration 17Q (6864.210000 sec): 3 clusters
  Score: Raw -340915.222088 + Penalty 2662.405497 = -338252.816591
  nChanged 22
		SP:Iteration 18Q (6864.220000 sec): 3 clusters
  Score: Raw -340924.568352 + Penalty 2662.405497 = -338262.162855
  nChanged 30
		SP:Iteration 19Q (6864.220000 sec): 3 clusters
  Score: Raw -340934.633364 + Penalty 2662.405497 = -338272.227867
  nChanged 21
		SP:Iteration 20F (6864.230000 sec): 3 clusters
  Score: Raw -340941.468049 + Penalty 2662.405497 = -338279.062551
  nChanged 26
		SP:Iteration 21Q (6864.240000 sec): 3 clusters
  Score: Raw -340951.652575 + Penalty 2662.405497 = -338289.247078
  nChanged 29
		SP:Iteration 22Q (6864.250000 sec): 3 clusters
  Score: Raw -340961.524264 + Penalty 2662.405497 = -338299.118766
  nChanged 31
		SP:Iteration 23Q (6864.260000 sec): 3 clusters
  Score: Raw -340972.428600 + Penalty 2662.405497 = -338310.023103
  nChanged 28
		SP:Iteration 24Q (6864.270000 sec): 3 clusters
  Score: Raw -340983.335455 + Penalty 2662.405497 = -338320.929957
  nChanged 29
		SP:Iteration 25Q (6864.280000 sec): 3 clusters
  Score: Raw -340990.979374 + Penalty 2662.405497 = -338328.573877
  nChanged 23
		SP:Iteration 26Q (6864.280000 sec): 3 clusters
  Score: Raw -341000.946980 + Penalty 2662.405497 = -338338.541483
  nChanged 30
		SP:Iteration 27Q (6864.290000 sec): 3 clusters
  Score: Raw -341010.016061 + Penalty 2662.405497 = -338347.610564
  nChanged 32
		SP:Iteration 28Q (6864.300000 sec): 3 clusters
  Score: Raw -341021.987008 + Penalty 2662.405497 = -338359.581511
  nChanged 31
		SP:Iteration 29Q (6864.310000 sec): 3 clusters
  Score: Raw -341033.478901 + Penalty 2662.405497 = -338371.073404
  nChanged 30
		SP:Iteration 30Q (6864.320000 sec): 3 clusters
  Score: Raw -341046.163628 + Penalty 2662.405497 = -338383.758131
  nChanged 30
		SP:Iteration 31Q (6864.320000 sec): 3 clusters
  Score: Raw -341059.506217 + Penalty 2662.405497 = -338397.100720
  nChanged 36
		SP:Iteration 32Q (6864.330000 sec): 3 clusters
  Score: Raw -341074.314020 + Penalty 2662.405497 = -338411.908522
  nChanged 41
		SP:Iteration 33Q (6864.340000 sec): 3 clusters
  Score: Raw -341091.755656 + Penalty 2662.405497 = -338429.350159
  nChanged 40
		SP:Iteration 34Q (6864.350000 sec): 3 clusters
  Score: Raw -341108.876382 + Penalty 2662.405497 = -338446.470885
  nChanged 40
		SP:Iteration 35Q (6864.360000 sec): 3 clusters
  Score: Raw -341124.821444 + Penalty 2662.405497 = -338462.415947
  nChanged 43
		SP:Iteration 36Q (6864.360000 sec): 3 clusters
  Score: Raw -341143.377778 + Penalty 2662.405497 = -338480.972281
  nChanged 53
		SP:Iteration 37Q (6864.370000 sec): 3 clusters
  Score: Raw -341163.966862 + Penalty 2662.405497 = -338501.561365
  nChanged 39
		SP:Iteration 38Q (6864.380000 sec): 3 clusters
  Score: Raw -341177.989821 + Penalty 2662.405497 = -338515.584324
  nChanged 37
		SP:Iteration 39Q (6864.390000 sec): 3 clusters
  Score: Raw -341188.759759 + Penalty 2662.405497 = -338526.354261
  nChanged 30
		SP:Iteration 40F (6864.400000 sec): 3 clusters
  Score: Raw -341199.409546 + Penalty 2662.405497 = -338537.004049
  nChanged 25
		SP:Iteration 41Q (6864.410000 sec): 3 clusters
  Score: Raw -341209.531095 + Penalty 2662.405497 = -338547.125598
  nChanged 27
		SP:Iteration 42Q (6864.420000 sec): 3 clusters
  Score: Raw -341220.126688 + Penalty 2662.405497 = -338557.721191
  nChanged 40
		SP:Iteration 43Q (6864.420000 sec): 3 clusters
  Score: Raw -341234.395362 + Penalty 2662.405497 = -338571.989865
  nChanged 34
		SP:Iteration 44Q (6864.430000 sec): 3 clusters
  Score: Raw -341248.800785 + Penalty 2662.405497 = -338586.395287
  nChanged 41
		SP:Iteration 45Q (6864.440000 sec): 3 clusters
  Score: Raw -341269.289038 + Penalty 2662.405497 = -338606.883541
  nChanged 50
		SP:Iteration 46Q (6864.450000 sec): 3 clusters
  Score: Raw -341295.350105 + Penalty 2662.405497 = -338632.944607
  nChanged 43
		SP:Iteration 47Q (6864.460000 sec): 3 clusters
  Score: Raw -341318.293951 + Penalty 2662.405497 = -338655.888453
  nChanged 61
		SP:Iteration 48Q (6864.470000 sec): 3 clusters
  Score: Raw -341356.940770 + Penalty 2662.405497 = -338694.535273
  nChanged 66
		SP:Iteration 49Q (6864.480000 sec): 3 clusters
  Score: Raw -341404.121478 + Penalty 2662.405497 = -338741.715980
  nChanged 84
		SP:Iteration 50Q (6864.480000 sec): 3 clusters
  Score: Raw -341471.102150 + Penalty 2662.405497 = -338808.696653
  nChanged 91
		SP:Iteration 51Q (6864.490000 sec): 3 clusters
  Score: Raw -341547.090257 + Penalty 2662.405497 = -338884.684760
  nChanged 91
		SP:Iteration 52Q (6864.500000 sec): 3 clusters
  Score: Raw -341633.088340 + Penalty 2662.405497 = -338970.682843
  nChanged 105
		SP:Iteration 53Q (6864.510000 sec): 3 clusters
  Score: Raw -341742.680344 + Penalty 2662.405497 = -339080.274847
  nChanged 95
		SP:Iteration 54Q (6864.510000 sec): 3 clusters
  Score: Raw -341831.988040 + Penalty 2662.405497 = -339169.582543
  nChanged 75
		SP:Iteration 55Q (6864.520000 sec): 3 clusters
  Score: Raw -341894.745335 + Penalty 2662.405497 = -339232.339838
  nChanged 55
		SP:Iteration 56Q (6864.530000 sec): 3 clusters
  Score: Raw -341931.944452 + Penalty 2662.405497 = -339269.538955
  nChanged 27
		SP:Iteration 57Q (6864.540000 sec): 3 clusters
  Score: Raw -341947.119163 + Penalty 2662.405497 = -339284.713666
  nChanged 26
		SP:Iteration 58Q (6864.540000 sec): 3 clusters
  Score: Raw -341967.712579 + Penalty 2662.405497 = -339305.307082
  nChanged 21
		SP:Iteration 59Q (6864.550000 sec): 3 clusters
  Score: Raw -341982.800754 + Penalty 2662.405497 = -339320.395257
  nChanged 16
		SP:Iteration 60F (6864.560000 sec): 3 clusters
  Score: Raw -341995.860580 + Penalty 2662.405497 = -339333.455083
  nChanged 18
		SP:Iteration 61Q (6864.560000 sec): 3 clusters
  Score: Raw -342006.550408 + Penalty 2662.405497 = -339344.144910
  nChanged 18
		SP:Iteration 62Q (6864.570000 sec): 3 clusters
  Score: Raw -342015.243552 + Penalty 2662.405497 = -339352.838055
  nChanged 14
		SP:Iteration 63Q (6864.580000 sec): 3 clusters
  Score: Raw -342021.747321 + Penalty 2662.405497 = -339359.341824
  nChanged 20
		SP:Iteration 64Q (6864.590000 sec): 3 clusters
  Score: Raw -342032.609778 + Penalty 2662.405497 = -339370.204281
  nChanged 23
		SP:Iteration 65Q (6864.600000 sec): 3 clusters
  Score: Raw -342046.197063 + Penalty 2662.405497 = -339383.791566
  nChanged 17
		SP:Iteration 66Q (6864.600000 sec): 3 clusters
  Score: Raw -342055.014925 + Penalty 2662.405497 = -339392.609428
  nChanged 16
		SP:Iteration 67Q (6864.610000 sec): 3 clusters
  Score: Raw -342062.294093 + Penalty 2662.405497 = -339399.888596
  nChanged 14
		SP:Iteration 68Q (6864.620000 sec): 3 clusters
  Score: Raw -342069.111599 + Penalty 2662.405497 = -339406.706102
  nChanged 18
		SP:Iteration 69Q (6864.620000 sec): 3 clusters
  Score: Raw -342078.674663 + Penalty 2662.405497 = -339416.269166
  nChanged 13
		SP:Iteration 70Q (6864.630000 sec): 3 clusters
  Score: Raw -342083.727419 + Penalty 2662.405497 = -339421.321921
  nChanged 9
		SP:Iteration 71Q (6864.640000 sec): 3 clusters
  Score: Raw -342085.759287 + Penalty 2662.405497 = -339423.353790
  nChanged 5
		SP:Iteration 72Q (6864.640000 sec): 3 clusters
  Score: Raw -342087.596031 + Penalty 2662.405497 = -339425.190534
  nChanged 7
		SP:Iteration 73Q (6864.650000 sec): 3 clusters
  Score: Raw -342089.517284 + Penalty 2662.405497 = -339427.111787
  nChanged 4
		SP:Iteration 74Q (6864.660000 sec): 3 clusters
  Score: Raw -342090.692386 + Penalty 2662.405497 = -339428.286889
  nChanged 4
		SP:Iteration 75Q (6864.660000 sec): 3 clusters
  Score: Raw -342091.514713 + Penalty 2662.405497 = -339429.109216
  nChanged 4
		SP:Iteration 76Q (6864.670000 sec): 3 clusters
  Score: Raw -342092.273099 + Penalty 2662.405497 = -339429.867601
  nChanged 2
		SP:Iteration 77Q (6864.680000 sec): 3 clusters
  Score: Raw -342092.798431 + Penalty 2662.405497 = -339430.392933
  nChanged 1
		SP:Iteration 78Q (6864.690000 sec): 3 clusters
  Score: Raw -342093.206311 + Penalty 2662.405497 = -339430.800814
  nChanged 0
		SP:Iteration 79F (6864.700000 sec): 3 clusters
  Score: Raw -342093.206311 + Penalty 2662.405497 = -339430.800814
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6864.700000 sec): 2 clusters
  Score: Raw -126006.136022 + Penalty 1167.994289 = -124838.141733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6864.700000 sec): 3 clusters
  Score: Raw -125502.008782 + Penalty 2335.988578 = -123166.020204
  nChanged 434
		SP:Iteration 1F (6864.710000 sec): 3 clusters
  Score: Raw -125838.495067 + Penalty 2335.988578 = -123502.506489
  nChanged 99
		SP:Iteration 2F (6864.710000 sec): 3 clusters
  Score: Raw -125938.248600 + Penalty 2335.988578 = -123602.260022
  nChanged 63
		SP:Iteration 3Q (6864.720000 sec): 3 clusters
  Score: Raw -126001.508879 + Penalty 2335.988578 = -123665.520301
  nChanged 50
		SP:Iteration 4Q (6864.720000 sec): 3 clusters
  Score: Raw -126057.469954 + Penalty 2335.988578 = -123721.481376
  nChanged 39
		SP:Iteration 5Q (6864.720000 sec): 3 clusters
  Score: Raw -126097.561220 + Penalty 2335.988578 = -123761.572642
  nChanged 32
		SP:Iteration 6Q (6864.720000 sec): 3 clusters
  Score: Raw -126127.191199 + Penalty 2335.988578 = -123791.202621
  nChanged 22
		SP:Iteration 7Q (6864.730000 sec): 3 clusters
  Score: Raw -126150.019882 + Penalty 2335.988578 = -123814.031304
  nChanged 16
		SP:Iteration 8Q (6864.730000 sec): 3 clusters
  Score: Raw -126161.303892 + Penalty 2335.988578 = -123825.315314
  nChanged 11
		SP:Iteration 9Q (6864.730000 sec): 3 clusters
  Score: Raw -126168.972868 + Penalty 2335.988578 = -123832.984289
  nChanged 8
		SP:Iteration 10Q (6864.740000 sec): 3 clusters
  Score: Raw -126177.248376 + Penalty 2335.988578 = -123841.259798
  nChanged 5
		SP:Iteration 11Q (6864.740000 sec): 3 clusters
  Score: Raw -126181.115682 + Penalty 2335.988578 = -123845.127104
  nChanged 4
		SP:Iteration 12Q (6864.740000 sec): 3 clusters
  Score: Raw -126183.108529 + Penalty 2335.988578 = -123847.119951
  nChanged 3
		SP:Iteration 13Q (6864.740000 sec): 3 clusters
  Score: Raw -126186.632457 + Penalty 2335.988578 = -123850.643879
  nChanged 2
		SP:Iteration 14Q (6864.750000 sec): 3 clusters
  Score: Raw -126187.544700 + Penalty 2335.988578 = -123851.556122
  nChanged 2
		SP:Iteration 15Q (6864.750000 sec): 3 clusters
  Score: Raw -126188.644800 + Penalty 2335.988578 = -123852.656222
  nChanged 1
		SP:Iteration 16Q (6864.750000 sec): 3 clusters
  Score: Raw -126189.215234 + Penalty 2335.988578 = -123853.226656
  nChanged 1
		SP:Iteration 17Q (6864.760000 sec): 3 clusters
  Score: Raw -126189.465217 + Penalty 2335.988578 = -123853.476638
  nChanged 1
		SP:Iteration 18Q (6864.760000 sec): 3 clusters
  Score: Raw -126189.635654 + Penalty 2335.988578 = -123853.647076
  nChanged 0
		SP:Iteration 19F (6864.760000 sec): 3 clusters
  Score: Raw -126189.635654 + Penalty 2335.988578 = -123853.647076
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6864.800000 sec): 2 clusters
  Score: Raw -981913.247581 + Penalty 1492.215789 = -980421.031792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6864.820000 sec): 3 clusters
  Score: Raw -976414.431312 + Penalty 2984.431578 = -973429.999733
  nChanged 4271
		SP:Iteration 1F (6864.840000 sec): 3 clusters
  Score: Raw -978780.319674 + Penalty 2984.431578 = -975795.888096
  nChanged 625
		SP:Iteration 2F (6864.870000 sec): 3 clusters
  Score: Raw -979041.417001 + Penalty 2984.431578 = -976056.985423
  nChanged 474
		SP:Iteration 3Q (6864.890000 sec): 3 clusters
  Score: Raw -979244.513688 + Penalty 2984.431578 = -976260.082109
  nChanged 426
		SP:Iteration 4Q (6864.910000 sec): 3 clusters
  Score: Raw -979432.281796 + Penalty 2984.431578 = -976447.850218
  nChanged 420
		SP:Iteration 5Q (6864.940000 sec): 3 clusters
  Score: Raw -979634.155685 + Penalty 2984.431578 = -976649.724106
  nChanged 391
		SP:Iteration 6Q (6864.960000 sec): 3 clusters
  Score: Raw -979840.967058 + Penalty 2984.431578 = -976856.535480
  nChanged 392
		SP:Iteration 7Q (6864.980000 sec): 3 clusters
  Score: Raw -980058.213162 + Penalty 2984.431578 = -977073.781583
  nChanged 403
		SP:Iteration 8Q (6865.010000 sec): 3 clusters
  Score: Raw -980294.978955 + Penalty 2984.431578 = -977310.547377
  nChanged 445
		SP:Iteration 9Q (6865.030000 sec): 3 clusters
  Score: Raw -980547.024093 + Penalty 2984.431578 = -977562.592515
  nChanged 403
		SP:Iteration 10Q (6865.050000 sec): 3 clusters
  Score: Raw -980765.320113 + Penalty 2984.431578 = -977780.888535
  nChanged 387
		SP:Iteration 11Q (6865.080000 sec): 3 clusters
  Score: Raw -980956.040153 + Penalty 2984.431578 = -977971.608574
  nChanged 341
		SP:Iteration 12Q (6865.100000 sec): 3 clusters
  Score: Raw -981107.318782 + Penalty 2984.431578 = -978122.887204
  nChanged 313
		SP:Iteration 13Q (6865.120000 sec): 3 clusters
  Score: Raw -981257.980998 + Penalty 2984.431578 = -978273.549420
  nChanged 290
		SP:Iteration 14Q (6865.140000 sec): 3 clusters
  Score: Raw -981384.731128 + Penalty 2984.431578 = -978400.299550
  nChanged 261
		SP:Iteration 15Q (6865.170000 sec): 3 clusters
  Score: Raw -981501.364428 + Penalty 2984.431578 = -978516.932850
  nChanged 230
		SP:Iteration 16Q (6865.190000 sec): 3 clusters
  Score: Raw -981589.073774 + Penalty 2984.431578 = -978604.642196
  nChanged 183
		SP:Iteration 17Q (6865.220000 sec): 3 clusters
  Score: Raw -981650.772269 + Penalty 2984.431578 = -978666.340691
  nChanged 163
		SP:Iteration 18Q (6865.240000 sec): 3 clusters
  Score: Raw -981711.786394 + Penalty 2984.431578 = -978727.354816
  nChanged 193
		SP:Iteration 19Q (6865.260000 sec): 3 clusters
  Score: Raw -981782.017065 + Penalty 2984.431578 = -978797.585486
  nChanged 152
		SP:Iteration 20F (6865.280000 sec): 3 clusters
  Score: Raw -981837.002682 + Penalty 2984.431578 = -978852.571103
  nChanged 151
		SP:Iteration 21Q (6865.310000 sec): 3 clusters
  Score: Raw -981889.919387 + Penalty 2984.431578 = -978905.487809
  nChanged 132
		SP:Iteration 22Q (6865.330000 sec): 3 clusters
  Score: Raw -981939.857998 + Penalty 2984.431578 = -978955.426420
  nChanged 128
		SP:Iteration 23Q (6865.360000 sec): 3 clusters
  Score: Raw -981986.072190 + Penalty 2984.431578 = -979001.640612
  nChanged 111
		SP:Iteration 24Q (6865.380000 sec): 3 clusters
  Score: Raw -982025.502067 + Penalty 2984.431578 = -979041.070489
  nChanged 96
		SP:Iteration 25Q (6865.400000 sec): 3 clusters
  Score: Raw -982059.772516 + Penalty 2984.431578 = -979075.340938
  nChanged 101
		SP:Iteration 26Q (6865.420000 sec): 3 clusters
  Score: Raw -982094.384602 + Penalty 2984.431578 = -979109.953024
  nChanged 77
		SP:Iteration 27Q (6865.450000 sec): 3 clusters
  Score: Raw -982120.070592 + Penalty 2984.431578 = -979135.639014
  nChanged 55
		SP:Iteration 28Q (6865.470000 sec): 3 clusters
  Score: Raw -982136.011477 + Penalty 2984.431578 = -979151.579899
  nChanged 53
		SP:Iteration 29Q (6865.490000 sec): 3 clusters
  Score: Raw -982153.438845 + Penalty 2984.431578 = -979169.007267
  nChanged 50
		SP:Iteration 30Q (6865.520000 sec): 3 clusters
  Score: Raw -982168.574394 + Penalty 2984.431578 = -979184.142816
  nChanged 45
		SP:Iteration 31Q (6865.540000 sec): 3 clusters
  Score: Raw -982180.199223 + Penalty 2984.431578 = -979195.767645
  nChanged 24
		SP:Iteration 32Q (6865.560000 sec): 3 clusters
  Score: Raw -982185.752112 + Penalty 2984.431578 = -979201.320534
  nChanged 19
		SP:Iteration 33Q (6865.580000 sec): 3 clusters
  Score: Raw -982191.163365 + Penalty 2984.431578 = -979206.731786
  nChanged 18
		SP:Iteration 34Q (6865.610000 sec): 3 clusters
  Score: Raw -982195.988266 + Penalty 2984.431578 = -979211.556688
  nChanged 23
		SP:Iteration 35Q (6865.630000 sec): 3 clusters
  Score: Raw -982201.176487 + Penalty 2984.431578 = -979216.744909
  nChanged 13
		SP:Iteration 36Q (6865.650000 sec): 3 clusters
  Score: Raw -982204.824692 + Penalty 2984.431578 = -979220.393113
  nChanged 8
		SP:Iteration 37Q (6865.680000 sec): 3 clusters
  Score: Raw -982206.996885 + Penalty 2984.431578 = -979222.565307
  nChanged 10
		SP:Iteration 38Q (6865.700000 sec): 3 clusters
  Score: Raw -982208.816785 + Penalty 2984.431578 = -979224.385206
  nChanged 6
		SP:Iteration 39Q (6865.720000 sec): 3 clusters
  Score: Raw -982209.932063 + Penalty 2984.431578 = -979225.500484
  nChanged 6
		SP:Iteration 40F (6865.740000 sec): 3 clusters
  Score: Raw -982210.973731 + Penalty 2984.431578 = -979226.542152
  nChanged 4
		SP:Iteration 41Q (6865.770000 sec): 3 clusters
  Score: Raw -982212.008383 + Penalty 2984.431578 = -979227.576804
  nChanged 7
		SP:Iteration 42Q (6865.790000 sec): 3 clusters
  Score: Raw -982213.349471 + Penalty 2984.431578 = -979228.917893
  nChanged 2
		SP:Iteration 43Q (6865.810000 sec): 3 clusters
  Score: Raw -982213.798680 + Penalty 2984.431578 = -979229.367102
  nChanged 4
		SP:Iteration 44Q (6865.840000 sec): 3 clusters
  Score: Raw -982214.675092 + Penalty 2984.431578 = -979230.243513
  nChanged 5
		SP:Iteration 45Q (6865.860000 sec): 3 clusters
  Score: Raw -982215.562808 + Penalty 2984.431578 = -979231.131230
  nChanged 3
		SP:Iteration 46Q (6865.880000 sec): 3 clusters
  Score: Raw -982216.281867 + Penalty 2984.431578 = -979231.850288
  nChanged 2
		SP:Iteration 47Q (6865.900000 sec): 3 clusters
  Score: Raw -982216.677767 + Penalty 2984.431578 = -979232.246189
  nChanged 2
		SP:Iteration 48Q (6865.930000 sec): 3 clusters
  Score: Raw -982217.248389 + Penalty 2984.431578 = -979232.816811
  nChanged 2
		SP:Iteration 49Q (6865.950000 sec): 3 clusters
  Score: Raw -982218.302127 + Penalty 2984.431578 = -979233.870549
  nChanged 3
		SP:Iteration 50Q (6865.980000 sec): 3 clusters
  Score: Raw -982219.680493 + Penalty 2984.431578 = -979235.248915
  nChanged 5
		SP:Iteration 51Q (6866.000000 sec): 3 clusters
  Score: Raw -982221.257013 + Penalty 2984.431578 = -979236.825435
  nChanged 6
		SP:Iteration 52Q (6866.020000 sec): 3 clusters
  Score: Raw -982222.660154 + Penalty 2984.431578 = -979238.228576
  nChanged 5
		SP:Iteration 53Q (6866.040000 sec): 3 clusters
  Score: Raw -982224.216555 + Penalty 2984.431578 = -979239.784977
  nChanged 4
		SP:Iteration 54Q (6866.070000 sec): 3 clusters
  Score: Raw -982225.142470 + Penalty 2984.431578 = -979240.710891
  nChanged 6
		SP:Iteration 55Q (6866.090000 sec): 3 clusters
  Score: Raw -982227.549722 + Penalty 2984.431578 = -979243.118143
  nChanged 11
		SP:Iteration 56Q (6866.110000 sec): 3 clusters
  Score: Raw -982229.526622 + Penalty 2984.431578 = -979245.095044
  nChanged 4
		SP:Iteration 57Q (6866.140000 sec): 3 clusters
  Score: Raw -982230.116099 + Penalty 2984.431578 = -979245.684520
  nChanged 2
		SP:Iteration 58Q (6866.160000 sec): 3 clusters
  Score: Raw -982230.579028 + Penalty 2984.431578 = -979246.147450
  nChanged 1
		SP:Iteration 59Q (6866.180000 sec): 3 clusters
  Score: Raw -982230.798485 + Penalty 2984.431578 = -979246.366907
  nChanged 2
		SP:Iteration 60F (6866.200000 sec): 3 clusters
  Score: Raw -982231.194563 + Penalty 2984.431578 = -979246.762985
  nChanged 3
		SP:Iteration 61Q (6866.230000 sec): 3 clusters
  Score: Raw -982231.578615 + Penalty 2984.431578 = -979247.147037
  nChanged 0
		SP:Iteration 62F (6866.250000 sec): 3 clusters
  Score: Raw -982231.578615 + Penalty 2984.431578 = -979247.147037
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6866.260000 sec): 2 clusters
  Score: Raw -305721.177128 + Penalty 1309.786439 = -304411.390689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6866.270000 sec): 3 clusters
  Score: Raw -304227.937671 + Penalty 2619.572878 = -301608.364793
  nChanged 1232
		SP:Iteration 1F (6866.280000 sec): 3 clusters
  Score: Raw -304994.854214 + Penalty 2619.572878 = -302375.281336
  nChanged 303
		SP:Iteration 2F (6866.290000 sec): 3 clusters
  Score: Raw -305323.939189 + Penalty 2619.572878 = -302704.366311
  nChanged 265
		SP:Iteration 3F (6866.300000 sec): 3 clusters
  Score: Raw -305651.890124 + Penalty 2619.572878 = -303032.317246
  nChanged 247
		SP:Iteration 4F (6866.300000 sec): 3 clusters
  Score: Raw -305953.723158 + Penalty 2619.572878 = -303334.150280
  nChanged 192
		SP:Iteration 5F (6866.310000 sec): 3 clusters
  Score: Raw -306148.572592 + Penalty 2619.572878 = -303528.999713
  nChanged 145
		SP:Iteration 6Q (6866.320000 sec): 3 clusters
  Score: Raw -306287.267802 + Penalty 2619.572878 = -303667.694924
  nChanged 102
		SP:Iteration 7Q (6866.320000 sec): 3 clusters
  Score: Raw -306371.418125 + Penalty 2619.572878 = -303751.845247
  nChanged 71
		SP:Iteration 8Q (6866.330000 sec): 3 clusters
  Score: Raw -306422.731584 + Penalty 2619.572878 = -303803.158706
  nChanged 52
		SP:Iteration 9Q (6866.340000 sec): 3 clusters
  Score: Raw -306454.227111 + Penalty 2619.572878 = -303834.654233
  nChanged 40
		SP:Iteration 10Q (6866.350000 sec): 3 clusters
  Score: Raw -306475.312954 + Penalty 2619.572878 = -303855.740076
  nChanged 23
		SP:Iteration 11Q (6866.350000 sec): 3 clusters
  Score: Raw -306487.881351 + Penalty 2619.572878 = -303868.308473
  nChanged 21
		SP:Iteration 12Q (6866.360000 sec): 3 clusters
  Score: Raw -306499.280010 + Penalty 2619.572878 = -303879.707132
  nChanged 23
		SP:Iteration 13Q (6866.370000 sec): 3 clusters
  Score: Raw -306510.247985 + Penalty 2619.572878 = -303890.675107
  nChanged 17
		SP:Iteration 14Q (6866.380000 sec): 3 clusters
  Score: Raw -306518.444578 + Penalty 2619.572878 = -303898.871700
  nChanged 16
		SP:Iteration 15Q (6866.380000 sec): 3 clusters
  Score: Raw -306525.078096 + Penalty 2619.572878 = -303905.505218
  nChanged 16
		SP:Iteration 16Q (6866.390000 sec): 3 clusters
  Score: Raw -306535.402105 + Penalty 2619.572878 = -303915.829227
  nChanged 23
		SP:Iteration 17Q (6866.400000 sec): 3 clusters
  Score: Raw -306548.144949 + Penalty 2619.572878 = -303928.572071
  nChanged 23
		SP:Iteration 18Q (6866.400000 sec): 3 clusters
  Score: Raw -306561.694299 + Penalty 2619.572878 = -303942.121420
  nChanged 17
		SP:Iteration 19Q (6866.410000 sec): 3 clusters
  Score: Raw -306571.093545 + Penalty 2619.572878 = -303951.520667
  nChanged 13
		SP:Iteration 20F (6866.420000 sec): 3 clusters
  Score: Raw -306575.757412 + Penalty 2619.572878 = -303956.184534
  nChanged 12
		SP:Iteration 21Q (6866.420000 sec): 3 clusters
  Score: Raw -306580.395887 + Penalty 2619.572878 = -303960.823009
  nChanged 8
		SP:Iteration 22Q (6866.430000 sec): 3 clusters
  Score: Raw -306582.974660 + Penalty 2619.572878 = -303963.401782
  nChanged 4
		SP:Iteration 23Q (6866.440000 sec): 3 clusters
  Score: Raw -306584.146820 + Penalty 2619.572878 = -303964.573942
  nChanged 4
		SP:Iteration 24Q (6866.440000 sec): 3 clusters
  Score: Raw -306585.234971 + Penalty 2619.572878 = -303965.662092
  nChanged 5
		SP:Iteration 25Q (6866.450000 sec): 3 clusters
  Score: Raw -306587.074948 + Penalty 2619.572878 = -303967.502069
  nChanged 3
		SP:Iteration 26Q (6866.460000 sec): 3 clusters
  Score: Raw -306587.749837 + Penalty 2619.572878 = -303968.176959
  nChanged 1
		SP:Iteration 27Q (6866.470000 sec): 3 clusters
  Score: Raw -306588.114361 + Penalty 2619.572878 = -303968.541483
  nChanged 0
		SP:Iteration 28F (6866.470000 sec): 3 clusters
  Score: Raw -306588.114361 + Penalty 2619.572878 = -303968.541483
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6866.550000 sec): 2 clusters
  Score: Raw -2468179.718700 + Penalty 1646.258625 = -2466533.460074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6866.620000 sec): 3 clusters
  Score: Raw -2452835.749287 + Penalty 3292.517250 = -2449543.232036
  nChanged 11463
		SP:Iteration 1F (6866.680000 sec): 3 clusters
  Score: Raw -2459344.393042 + Penalty 3292.517250 = -2456051.875792
  nChanged 1335
		SP:Iteration 2F (6866.740000 sec): 3 clusters
  Score: Raw -2459912.679212 + Penalty 3292.517250 = -2456620.161962
  nChanged 1367
		SP:Iteration 3F (6866.800000 sec): 3 clusters
  Score: Raw -2460559.824842 + Penalty 3292.517250 = -2457267.307592
  nChanged 1361
		SP:Iteration 4F (6866.870000 sec): 3 clusters
  Score: Raw -2461270.871557 + Penalty 3292.517250 = -2457978.354306
  nChanged 1349
		SP:Iteration 5F (6866.930000 sec): 3 clusters
  Score: Raw -2462072.321983 + Penalty 3292.517250 = -2458779.804732
  nChanged 1348
		SP:Iteration 6F (6866.990000 sec): 3 clusters
  Score: Raw -2462873.760175 + Penalty 3292.517250 = -2459581.242924
  nChanged 1305
		SP:Iteration 7F (6867.060000 sec): 3 clusters
  Score: Raw -2463541.999149 + Penalty 3292.517250 = -2460249.481898
  nChanged 1113
		SP:Iteration 8Q (6867.120000 sec): 3 clusters
  Score: Raw -2464068.733013 + Penalty 3292.517250 = -2460776.215763
  nChanged 1001
		SP:Iteration 9Q (6867.180000 sec): 3 clusters
  Score: Raw -2464551.717880 + Penalty 3292.517250 = -2461259.200630
  nChanged 846
		SP:Iteration 10Q (6867.240000 sec): 3 clusters
  Score: Raw -2464966.951811 + Penalty 3292.517250 = -2461674.434561
  nChanged 762
		SP:Iteration 11Q (6867.300000 sec): 3 clusters
  Score: Raw -2465340.499468 + Penalty 3292.517250 = -2462047.982218
  nChanged 679
		SP:Iteration 12Q (6867.360000 sec): 3 clusters
  Score: Raw -2465672.009252 + Penalty 3292.517250 = -2462379.492002
  nChanged 627
		SP:Iteration 13Q (6867.420000 sec): 3 clusters
  Score: Raw -2465967.678251 + Penalty 3292.517250 = -2462675.161001
  nChanged 583
		SP:Iteration 14Q (6867.490000 sec): 3 clusters
  Score: Raw -2466239.723675 + Penalty 3292.517250 = -2462947.206425
  nChanged 529
		SP:Iteration 15Q (6867.550000 sec): 3 clusters
  Score: Raw -2466467.278141 + Penalty 3292.517250 = -2463174.760891
  nChanged 508
		SP:Iteration 16Q (6867.610000 sec): 3 clusters
  Score: Raw -2466689.317340 + Penalty 3292.517250 = -2463396.800089
  nChanged 489
		SP:Iteration 17Q (6867.660000 sec): 3 clusters
  Score: Raw -2466905.283855 + Penalty 3292.517250 = -2463612.766605
  nChanged 433
		SP:Iteration 18Q (6867.720000 sec): 3 clusters
  Score: Raw -2467092.774044 + Penalty 3292.517250 = -2463800.256794
  nChanged 382
		SP:Iteration 19Q (6867.780000 sec): 3 clusters
  Score: Raw -2467262.079293 + Penalty 3292.517250 = -2463969.562043
  nChanged 337
		SP:Iteration 20F (6867.850000 sec): 3 clusters
  Score: Raw -2467397.015799 + Penalty 3292.517250 = -2464104.498548
  nChanged 324
		SP:Iteration 21Q (6867.900000 sec): 3 clusters
  Score: Raw -2467541.135606 + Penalty 3292.517250 = -2464248.618355
  nChanged 314
		SP:Iteration 22Q (6867.960000 sec): 3 clusters
  Score: Raw -2467668.372280 + Penalty 3292.517250 = -2464375.855030
  nChanged 287
		SP:Iteration 23Q (6868.020000 sec): 3 clusters
  Score: Raw -2467772.223289 + Penalty 3292.517250 = -2464479.706039
  nChanged 285
		SP:Iteration 24Q (6868.080000 sec): 3 clusters
  Score: Raw -2467874.217688 + Penalty 3292.517250 = -2464581.700438
  nChanged 269
		SP:Iteration 25Q (6868.130000 sec): 3 clusters
  Score: Raw -2467967.070959 + Penalty 3292.517250 = -2464674.553709
  nChanged 237
		SP:Iteration 26Q (6868.190000 sec): 3 clusters
  Score: Raw -2468044.008509 + Penalty 3292.517250 = -2464751.491259
  nChanged 206
		SP:Iteration 27Q (6868.240000 sec): 3 clusters
  Score: Raw -2468111.982674 + Penalty 3292.517250 = -2464819.465424
  nChanged 187
		SP:Iteration 28Q (6868.300000 sec): 3 clusters
  Score: Raw -2468165.801452 + Penalty 3292.517250 = -2464873.284202
  nChanged 181
		SP:Iteration 29Q (6868.350000 sec): 3 clusters
  Score: Raw -2468213.803859 + Penalty 3292.517250 = -2464921.286609
  nChanged 196
		SP:Iteration 30Q (6868.410000 sec): 3 clusters
  Score: Raw -2468260.224884 + Penalty 3292.517250 = -2464967.707634
  nChanged 156
		SP:Iteration 31Q (6868.460000 sec): 3 clusters
  Score: Raw -2468295.506386 + Penalty 3292.517250 = -2465002.989135
  nChanged 166
		SP:Iteration 32Q (6868.520000 sec): 3 clusters
  Score: Raw -2468331.965911 + Penalty 3292.517250 = -2465039.448661
  nChanged 136
		SP:Iteration 33Q (6868.570000 sec): 3 clusters
  Score: Raw -2468364.692580 + Penalty 3292.517250 = -2465072.175330
  nChanged 157
		SP:Iteration 34Q (6868.620000 sec): 3 clusters
  Score: Raw -2468403.398601 + Penalty 3292.517250 = -2465110.881351
  nChanged 131
		SP:Iteration 35Q (6868.680000 sec): 3 clusters
  Score: Raw -2468433.811615 + Penalty 3292.517250 = -2465141.294365
  nChanged 137
		SP:Iteration 36Q (6868.730000 sec): 3 clusters
  Score: Raw -2468466.053947 + Penalty 3292.517250 = -2465173.536697
  nChanged 112
		SP:Iteration 37Q (6868.780000 sec): 3 clusters
  Score: Raw -2468491.203386 + Penalty 3292.517250 = -2465198.686136
  nChanged 123
		SP:Iteration 38Q (6868.830000 sec): 3 clusters
  Score: Raw -2468520.909074 + Penalty 3292.517250 = -2465228.391824
  nChanged 111
		SP:Iteration 39Q (6868.880000 sec): 3 clusters
  Score: Raw -2468547.890174 + Penalty 3292.517250 = -2465255.372923
  nChanged 114
		SP:Iteration 40F (6868.950000 sec): 3 clusters
  Score: Raw -2468576.466244 + Penalty 3292.517250 = -2465283.948994
  nChanged 124
		SP:Iteration 41Q (6869.000000 sec): 3 clusters
  Score: Raw -2468608.086204 + Penalty 3292.517250 = -2465315.568954
  nChanged 123
		SP:Iteration 42Q (6869.050000 sec): 3 clusters
  Score: Raw -2468640.266235 + Penalty 3292.517250 = -2465347.748985
  nChanged 117
		SP:Iteration 43Q (6869.100000 sec): 3 clusters
  Score: Raw -2468669.739554 + Penalty 3292.517250 = -2465377.222303
  nChanged 116
		SP:Iteration 44Q (6869.160000 sec): 3 clusters
  Score: Raw -2468702.921884 + Penalty 3292.517250 = -2465410.404634
  nChanged 108
		SP:Iteration 45Q (6869.210000 sec): 3 clusters
  Score: Raw -2468732.182421 + Penalty 3292.517250 = -2465439.665171
  nChanged 99
		SP:Iteration 46Q (6869.260000 sec): 3 clusters
  Score: Raw -2468758.530217 + Penalty 3292.517250 = -2465466.012966
  nChanged 100
		SP:Iteration 47Q (6869.310000 sec): 3 clusters
  Score: Raw -2468787.765063 + Penalty 3292.517250 = -2465495.247812
  nChanged 101
		SP:Iteration 48Q (6869.360000 sec): 3 clusters
  Score: Raw -2468814.771787 + Penalty 3292.517250 = -2465522.254536
  nChanged 88
		SP:Iteration 49Q (6869.410000 sec): 3 clusters
  Score: Raw -2468832.000706 + Penalty 3292.517250 = -2465539.483455
  nChanged 64
		SP:Iteration 50Q (6869.460000 sec): 3 clusters
  Score: Raw -2468843.168211 + Penalty 3292.517250 = -2465550.650961
  nChanged 64
		SP:Iteration 51Q (6869.510000 sec): 3 clusters
  Score: Raw -2468856.435900 + Penalty 3292.517250 = -2465563.918649
  nChanged 70
		SP:Iteration 52Q (6869.560000 sec): 3 clusters
  Score: Raw -2468869.538967 + Penalty 3292.517250 = -2465577.021717
  nChanged 57
		SP:Iteration 53Q (6869.610000 sec): 3 clusters
  Score: Raw -2468878.483011 + Penalty 3292.517250 = -2465585.965761
  nChanged 47
		SP:Iteration 54Q (6869.660000 sec): 3 clusters
  Score: Raw -2468884.865074 + Penalty 3292.517250 = -2465592.347824
  nChanged 35
		SP:Iteration 55Q (6869.710000 sec): 3 clusters
  Score: Raw -2468889.320395 + Penalty 3292.517250 = -2465596.803144
  nChanged 28
		SP:Iteration 56Q (6869.760000 sec): 3 clusters
  Score: Raw -2468892.827289 + Penalty 3292.517250 = -2465600.310039
  nChanged 20
		SP:Iteration 57Q (6869.810000 sec): 3 clusters
  Score: Raw -2468894.899211 + Penalty 3292.517250 = -2465602.381961
  nChanged 16
		SP:Iteration 58Q (6869.860000 sec): 3 clusters
  Score: Raw -2468896.427218 + Penalty 3292.517250 = -2465603.909967
  nChanged 17
		SP:Iteration 59Q (6869.910000 sec): 3 clusters
  Score: Raw -2468898.476964 + Penalty 3292.517250 = -2465605.959714
  nChanged 23
		SP:Iteration 60F (6869.980000 sec): 3 clusters
  Score: Raw -2468901.037278 + Penalty 3292.517250 = -2465608.520028
  nChanged 18
		SP:Iteration 61Q (6870.020000 sec): 3 clusters
  Score: Raw -2468902.965863 + Penalty 3292.517250 = -2465610.448613
  nChanged 19
		SP:Iteration 62Q (6870.080000 sec): 3 clusters
  Score: Raw -2468905.061982 + Penalty 3292.517250 = -2465612.544732
  nChanged 15
		SP:Iteration 63Q (6870.120000 sec): 3 clusters
  Score: Raw -2468906.488523 + Penalty 3292.517250 = -2465613.971273
  nChanged 10
		SP:Iteration 64Q (6870.180000 sec): 3 clusters
  Score: Raw -2468907.198342 + Penalty 3292.517250 = -2465614.681092
  nChanged 5
		SP:Iteration 65Q (6870.220000 sec): 3 clusters
  Score: Raw -2468907.633197 + Penalty 3292.517250 = -2465615.115947
  nChanged 8
		SP:Iteration 66Q (6870.270000 sec): 3 clusters
  Score: Raw -2468908.388239 + Penalty 3292.517250 = -2465615.870989
  nChanged 6
		SP:Iteration 67Q (6870.320000 sec): 3 clusters
  Score: Raw -2468908.857990 + Penalty 3292.517250 = -2465616.340739
  nChanged 4
		SP:Iteration 68Q (6870.370000 sec): 3 clusters
  Score: Raw -2468909.019684 + Penalty 3292.517250 = -2465616.502434
  nChanged 4
		SP:Iteration 69Q (6870.420000 sec): 3 clusters
  Score: Raw -2468909.527396 + Penalty 3292.517250 = -2465617.010145
  nChanged 6
		SP:Iteration 70Q (6870.470000 sec): 3 clusters
  Score: Raw -2468910.231360 + Penalty 3292.517250 = -2465617.714109
  nChanged 6
		SP:Iteration 71Q (6870.520000 sec): 3 clusters
  Score: Raw -2468910.563025 + Penalty 3292.517250 = -2465618.045775
  nChanged 4
		SP:Iteration 72Q (6870.570000 sec): 3 clusters
  Score: Raw -2468910.866027 + Penalty 3292.517250 = -2465618.348777
  nChanged 0
		SP:Iteration 73F (6870.640000 sec): 3 clusters
  Score: Raw -2468910.866027 + Penalty 3292.517250 = -2465618.348777
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6870.650000 sec): 2 clusters
  Score: Raw -24450.322754 + Penalty 918.529492 = -23531.793262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6870.660000 sec): 3 clusters
  Score: Raw -24579.461625 + Penalty 1837.058984 = -22742.402641
  nChanged 50
		SP:Iteration 1F (6870.660000 sec): 3 clusters
  Score: Raw -24752.472808 + Penalty 1837.058984 = -22915.413824
  nChanged 25
		SP:Iteration 2F (6870.660000 sec): 3 clusters
  Score: Raw -24851.986063 + Penalty 1837.058984 = -23014.927079
  nChanged 14
		SP:Iteration 3Q (6870.660000 sec): 3 clusters
  Score: Raw -24905.064002 + Penalty 1837.058984 = -23068.005018
  nChanged 5
		SP:Iteration 4Q (6870.660000 sec): 3 clusters
  Score: Raw -24922.361624 + Penalty 1837.058984 = -23085.302640
  nChanged 1
		SP:Iteration 5Q (6870.660000 sec): 3 clusters
  Score: Raw -24926.596186 + Penalty 1837.058984 = -23089.537203
  nChanged 1
		SP:Iteration 6Q (6870.660000 sec): 3 clusters
  Score: Raw -24929.713468 + Penalty 1837.058984 = -23092.654485
  nChanged 0
		SP:Iteration 7F (6870.660000 sec): 3 clusters
  Score: Raw -24929.713468 + Penalty 1837.058984 = -23092.654485
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6870.680000 sec): 2 clusters
  Score: Raw -630690.235332 + Penalty 1425.876111 = -629264.359222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6870.700000 sec): 3 clusters
  Score: Raw -627232.751870 + Penalty 2851.752222 = -624380.999648
  nChanged 2678
		SP:Iteration 1F (6870.710000 sec): 3 clusters
  Score: Raw -628627.827606 + Penalty 2851.752222 = -625776.075384
  nChanged 452
		SP:Iteration 2F (6870.730000 sec): 3 clusters
  Score: Raw -628859.634923 + Penalty 2851.752222 = -626007.882702
  nChanged 346
		SP:Iteration 3F (6870.740000 sec): 3 clusters
  Score: Raw -629029.522220 + Penalty 2851.752222 = -626177.769998
  nChanged 310
		SP:Iteration 4Q (6870.760000 sec): 3 clusters
  Score: Raw -629179.378399 + Penalty 2851.752222 = -626327.626178
  nChanged 277
		SP:Iteration 5Q (6870.770000 sec): 3 clusters
  Score: Raw -629311.338123 + Penalty 2851.752222 = -626459.585901
  nChanged 256
		SP:Iteration 6Q (6870.790000 sec): 3 clusters
  Score: Raw -629453.052799 + Penalty 2851.752222 = -626601.300578
  nChanged 263
		SP:Iteration 7Q (6870.800000 sec): 3 clusters
  Score: Raw -629600.905924 + Penalty 2851.752222 = -626749.153702
  nChanged 261
		SP:Iteration 8Q (6870.820000 sec): 3 clusters
  Score: Raw -629753.582091 + Penalty 2851.752222 = -626901.829870
  nChanged 252
		SP:Iteration 9Q (6870.830000 sec): 3 clusters
  Score: Raw -629913.718311 + Penalty 2851.752222 = -627061.966089
  nChanged 264
		SP:Iteration 10Q (6870.850000 sec): 3 clusters
  Score: Raw -630090.961705 + Penalty 2851.752222 = -627239.209483
  nChanged 253
		SP:Iteration 11Q (6870.860000 sec): 3 clusters
  Score: Raw -630268.425899 + Penalty 2851.752222 = -627416.673678
  nChanged 223
		SP:Iteration 12Q (6870.880000 sec): 3 clusters
  Score: Raw -630420.909287 + Penalty 2851.752222 = -627569.157066
  nChanged 172
		SP:Iteration 13Q (6870.890000 sec): 3 clusters
  Score: Raw -630528.453323 + Penalty 2851.752222 = -627676.701101
  nChanged 144
		SP:Iteration 14Q (6870.910000 sec): 3 clusters
  Score: Raw -630634.519719 + Penalty 2851.752222 = -627782.767497
  nChanged 108
		SP:Iteration 15Q (6870.920000 sec): 3 clusters
  Score: Raw -630709.393578 + Penalty 2851.752222 = -627857.641356
  nChanged 92
		SP:Iteration 16Q (6870.940000 sec): 3 clusters
  Score: Raw -630766.221939 + Penalty 2851.752222 = -627914.469717
  nChanged 82
		SP:Iteration 17Q (6870.950000 sec): 3 clusters
  Score: Raw -630822.910562 + Penalty 2851.752222 = -627971.158340
  nChanged 74
		SP:Iteration 18Q (6870.960000 sec): 3 clusters
  Score: Raw -630872.503019 + Penalty 2851.752222 = -628020.750798
  nChanged 57
		SP:Iteration 19Q (6870.980000 sec): 3 clusters
  Score: Raw -630908.041980 + Penalty 2851.752222 = -628056.289759
  nChanged 49
		SP:Iteration 20F (6870.990000 sec): 3 clusters
  Score: Raw -630940.110255 + Penalty 2851.752222 = -628088.358033
  nChanged 41
		SP:Iteration 21Q (6871.010000 sec): 3 clusters
  Score: Raw -630971.231664 + Penalty 2851.752222 = -628119.479442
  nChanged 36
		SP:Iteration 22Q (6871.020000 sec): 3 clusters
  Score: Raw -630995.384178 + Penalty 2851.752222 = -628143.631956
  nChanged 30
		SP:Iteration 23Q (6871.030000 sec): 3 clusters
  Score: Raw -631021.462318 + Penalty 2851.752222 = -628169.710097
  nChanged 26
		SP:Iteration 24Q (6871.050000 sec): 3 clusters
  Score: Raw -631036.986004 + Penalty 2851.752222 = -628185.233783
  nChanged 19
		SP:Iteration 25Q (6871.060000 sec): 3 clusters
  Score: Raw -631048.952091 + Penalty 2851.752222 = -628197.199870
  nChanged 13
		SP:Iteration 26Q (6871.070000 sec): 3 clusters
  Score: Raw -631055.705738 + Penalty 2851.752222 = -628203.953516
  nChanged 8
		SP:Iteration 27Q (6871.080000 sec): 3 clusters
  Score: Raw -631058.080361 + Penalty 2851.752222 = -628206.328140
  nChanged 4
		SP:Iteration 28Q (6871.100000 sec): 3 clusters
  Score: Raw -631060.720071 + Penalty 2851.752222 = -628208.967849
  nChanged 2
		SP:Iteration 29Q (6871.110000 sec): 3 clusters
  Score: Raw -631061.142634 + Penalty 2851.752222 = -628209.390412
  nChanged 2
		SP:Iteration 30Q (6871.120000 sec): 3 clusters
  Score: Raw -631061.868242 + Penalty 2851.752222 = -628210.116021
  nChanged 1
		SP:Iteration 31Q (6871.140000 sec): 3 clusters
  Score: Raw -631062.134479 + Penalty 2851.752222 = -628210.382257
  nChanged 1
		SP:Iteration 32Q (6871.150000 sec): 3 clusters
  Score: Raw -631062.354341 + Penalty 2851.752222 = -628210.602119
  nChanged 1
		SP:Iteration 33Q (6871.160000 sec): 3 clusters
  Score: Raw -631062.971453 + Penalty 2851.752222 = -628211.219232
  nChanged 0
		SP:Iteration 34F (6871.180000 sec): 3 clusters
  Score: Raw -631062.971453 + Penalty 2851.752222 = -628211.219232
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6871.190000 sec): 2 clusters
  Score: Raw -169808.822585 + Penalty 1220.977753 = -168587.844832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6871.190000 sec): 3 clusters
  Score: Raw -169039.752049 + Penalty 2441.955506 = -166597.796544
  nChanged 656
		SP:Iteration 1F (6871.200000 sec): 3 clusters
  Score: Raw -169515.052404 + Penalty 2441.955506 = -167073.096898
  nChanged 179
		SP:Iteration 2F (6871.200000 sec): 3 clusters
  Score: Raw -169704.930141 + Penalty 2441.955506 = -167262.974635
  nChanged 131
		SP:Iteration 3F (6871.210000 sec): 3 clusters
  Score: Raw -169846.260709 + Penalty 2441.955506 = -167404.305204
  nChanged 101
		SP:Iteration 4F (6871.210000 sec): 3 clusters
  Score: Raw -169925.687064 + Penalty 2441.955506 = -167483.731558
  nChanged 63
		SP:Iteration 5Q (6871.220000 sec): 3 clusters
  Score: Raw -169992.372453 + Penalty 2441.955506 = -167550.416948
  nChanged 64
		SP:Iteration 6Q (6871.220000 sec): 3 clusters
  Score: Raw -170045.095246 + Penalty 2441.955506 = -167603.139740
  nChanged 44
		SP:Iteration 7Q (6871.220000 sec): 3 clusters
  Score: Raw -170085.213599 + Penalty 2441.955506 = -167643.258093
  nChanged 47
		SP:Iteration 8Q (6871.230000 sec): 3 clusters
  Score: Raw -170123.796278 + Penalty 2441.955506 = -167681.840773
  nChanged 43
		SP:Iteration 9Q (6871.230000 sec): 3 clusters
  Score: Raw -170160.627142 + Penalty 2441.955506 = -167718.671637
  nChanged 27
		SP:Iteration 10Q (6871.240000 sec): 3 clusters
  Score: Raw -170184.244261 + Penalty 2441.955506 = -167742.288756
  nChanged 28
		SP:Iteration 11Q (6871.240000 sec): 3 clusters
  Score: Raw -170203.553363 + Penalty 2441.955506 = -167761.597857
  nChanged 25
		SP:Iteration 12Q (6871.240000 sec): 3 clusters
  Score: Raw -170227.914568 + Penalty 2441.955506 = -167785.959062
  nChanged 23
		SP:Iteration 13Q (6871.250000 sec): 3 clusters
  Score: Raw -170248.914821 + Penalty 2441.955506 = -167806.959316
  nChanged 27
		SP:Iteration 14Q (6871.250000 sec): 3 clusters
  Score: Raw -170266.430408 + Penalty 2441.955506 = -167824.474902
  nChanged 20
		SP:Iteration 15Q (6871.260000 sec): 3 clusters
  Score: Raw -170281.405021 + Penalty 2441.955506 = -167839.449516
  nChanged 23
		SP:Iteration 16Q (6871.260000 sec): 3 clusters
  Score: Raw -170295.214021 + Penalty 2441.955506 = -167853.258515
  nChanged 25
		SP:Iteration 17Q (6871.260000 sec): 3 clusters
  Score: Raw -170316.505090 + Penalty 2441.955506 = -167874.549584
  nChanged 28
		SP:Iteration 18Q (6871.270000 sec): 3 clusters
  Score: Raw -170338.692275 + Penalty 2441.955506 = -167896.736770
  nChanged 24
		SP:Iteration 19Q (6871.270000 sec): 3 clusters
  Score: Raw -170358.001955 + Penalty 2441.955506 = -167916.046449
  nChanged 27
		SP:Iteration 20F (6871.280000 sec): 3 clusters
  Score: Raw -170379.865916 + Penalty 2441.955506 = -167937.910411
  nChanged 27
		SP:Iteration 21Q (6871.280000 sec): 3 clusters
  Score: Raw -170402.729106 + Penalty 2441.955506 = -167960.773600
  nChanged 26
		SP:Iteration 22Q (6871.280000 sec): 3 clusters
  Score: Raw -170427.810323 + Penalty 2441.955506 = -167985.854817
  nChanged 25
		SP:Iteration 23Q (6871.290000 sec): 3 clusters
  Score: Raw -170454.822222 + Penalty 2441.955506 = -168012.866716
  nChanged 20
		SP:Iteration 24Q (6871.290000 sec): 3 clusters
  Score: Raw -170483.409027 + Penalty 2441.955506 = -168041.453521
  nChanged 28
		SP:Iteration 25Q (6871.300000 sec): 3 clusters
  Score: Raw -170527.856284 + Penalty 2441.955506 = -168085.900778
  nChanged 36
		SP:Iteration 26Q (6871.300000 sec): 3 clusters
  Score: Raw -170593.237300 + Penalty 2441.955506 = -168151.281794
  nChanged 37
		SP:Iteration 27Q (6871.300000 sec): 3 clusters
  Score: Raw -170651.150519 + Penalty 2441.955506 = -168209.195014
  nChanged 28
		SP:Iteration 28Q (6871.300000 sec): 3 clusters
  Score: Raw -170684.744412 + Penalty 2441.955506 = -168242.788906
  nChanged 17
		SP:Iteration 29Q (6871.310000 sec): 3 clusters
  Score: Raw -170697.311683 + Penalty 2441.955506 = -168255.356177
  nChanged 8
		SP:Iteration 30Q (6871.310000 sec): 3 clusters
  Score: Raw -170703.794526 + Penalty 2441.955506 = -168261.839021
  nChanged 2
		SP:Iteration 31Q (6871.320000 sec): 3 clusters
  Score: Raw -170706.881965 + Penalty 2441.955506 = -168264.926459
  nChanged 4
		SP:Iteration 32Q (6871.320000 sec): 3 clusters
  Score: Raw -170708.835375 + Penalty 2441.955506 = -168266.879869
  nChanged 3
		SP:Iteration 33Q (6871.320000 sec): 3 clusters
  Score: Raw -170709.799680 + Penalty 2441.955506 = -168267.844175
  nChanged 1
		SP:Iteration 34Q (6871.320000 sec): 3 clusters
  Score: Raw -170710.422295 + Penalty 2441.955506 = -168268.466789
  nChanged 0
		SP:Iteration 35F (6871.330000 sec): 3 clusters
  Score: Raw -170710.422295 + Penalty 2441.955506 = -168268.466789
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6871.360000 sec): 2 clusters
  Score: Raw -660549.242056 + Penalty 1447.222849 = -659102.019207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6871.370000 sec): 3 clusters
  Score: Raw -656538.747349 + Penalty 2894.445699 = -653644.301650
  nChanged 3079
		SP:Iteration 1F (6871.390000 sec): 3 clusters
  Score: Raw -658477.060944 + Penalty 2894.445699 = -655582.615245
  nChanged 606
		SP:Iteration 2F (6871.410000 sec): 3 clusters
  Score: Raw -658963.120172 + Penalty 2894.445699 = -656068.674473
  nChanged 566
		SP:Iteration 3F (6871.430000 sec): 3 clusters
  Score: Raw -659479.661496 + Penalty 2894.445699 = -656585.215797
  nChanged 489
		SP:Iteration 4F (6871.440000 sec): 3 clusters
  Score: Raw -659899.401213 + Penalty 2894.445699 = -657004.955514
  nChanged 432
		SP:Iteration 5F (6871.460000 sec): 3 clusters
  Score: Raw -660229.629523 + Penalty 2894.445699 = -657335.183824
  nChanged 359
		SP:Iteration 6Q (6871.480000 sec): 3 clusters
  Score: Raw -660477.368111 + Penalty 2894.445699 = -657582.922413
  nChanged 289
		SP:Iteration 7Q (6871.500000 sec): 3 clusters
  Score: Raw -660657.989525 + Penalty 2894.445699 = -657763.543826
  nChanged 222
		SP:Iteration 8Q (6871.510000 sec): 3 clusters
  Score: Raw -660779.704877 + Penalty 2894.445699 = -657885.259178
  nChanged 169
		SP:Iteration 9Q (6871.530000 sec): 3 clusters
  Score: Raw -660863.340885 + Penalty 2894.445699 = -657968.895186
  nChanged 147
		SP:Iteration 10Q (6871.540000 sec): 3 clusters
  Score: Raw -660927.380558 + Penalty 2894.445699 = -658032.934859
  nChanged 118
		SP:Iteration 11Q (6871.560000 sec): 3 clusters
  Score: Raw -660969.076955 + Penalty 2894.445699 = -658074.631256
  nChanged 92
		SP:Iteration 12Q (6871.580000 sec): 3 clusters
  Score: Raw -661007.711527 + Penalty 2894.445699 = -658113.265828
  nChanged 98
		SP:Iteration 13Q (6871.590000 sec): 3 clusters
  Score: Raw -661047.817331 + Penalty 2894.445699 = -658153.371632
  nChanged 82
		SP:Iteration 14Q (6871.610000 sec): 3 clusters
  Score: Raw -661082.304928 + Penalty 2894.445699 = -658187.859229
  nChanged 74
		SP:Iteration 15Q (6871.620000 sec): 3 clusters
  Score: Raw -661109.887876 + Penalty 2894.445699 = -658215.442178
  nChanged 76
		SP:Iteration 16Q (6871.640000 sec): 3 clusters
  Score: Raw -661144.917423 + Penalty 2894.445699 = -658250.471725
  nChanged 87
		SP:Iteration 17Q (6871.660000 sec): 3 clusters
  Score: Raw -661179.350855 + Penalty 2894.445699 = -658284.905156
  nChanged 76
		SP:Iteration 18Q (6871.670000 sec): 3 clusters
  Score: Raw -661216.595494 + Penalty 2894.445699 = -658322.149795
  nChanged 97
		SP:Iteration 19Q (6871.680000 sec): 3 clusters
  Score: Raw -661262.637876 + Penalty 2894.445699 = -658368.192177
  nChanged 79
		SP:Iteration 20F (6871.700000 sec): 3 clusters
  Score: Raw -661299.405459 + Penalty 2894.445699 = -658404.959760
  nChanged 72
		SP:Iteration 21Q (6871.720000 sec): 3 clusters
  Score: Raw -661331.107355 + Penalty 2894.445699 = -658436.661657
  nChanged 69
		SP:Iteration 22Q (6871.730000 sec): 3 clusters
  Score: Raw -661354.190148 + Penalty 2894.445699 = -658459.744449
  nChanged 56
		SP:Iteration 23Q (6871.750000 sec): 3 clusters
  Score: Raw -661372.143708 + Penalty 2894.445699 = -658477.698009
  nChanged 44
		SP:Iteration 24Q (6871.760000 sec): 3 clusters
  Score: Raw -661385.090777 + Penalty 2894.445699 = -658490.645079
  nChanged 36
		SP:Iteration 25Q (6871.780000 sec): 3 clusters
  Score: Raw -661395.580743 + Penalty 2894.445699 = -658501.135044
  nChanged 37
		SP:Iteration 26Q (6871.800000 sec): 3 clusters
  Score: Raw -661405.923885 + Penalty 2894.445699 = -658511.478186
  nChanged 31
		SP:Iteration 27Q (6871.810000 sec): 3 clusters
  Score: Raw -661415.918799 + Penalty 2894.445699 = -658521.473100
  nChanged 27
		SP:Iteration 28Q (6871.830000 sec): 3 clusters
  Score: Raw -661423.681683 + Penalty 2894.445699 = -658529.235984
  nChanged 29
		SP:Iteration 29Q (6871.840000 sec): 3 clusters
  Score: Raw -661432.995221 + Penalty 2894.445699 = -658538.549523
  nChanged 33
		SP:Iteration 30Q (6871.860000 sec): 3 clusters
  Score: Raw -661443.243416 + Penalty 2894.445699 = -658548.797717
  nChanged 18
		SP:Iteration 31Q (6871.870000 sec): 3 clusters
  Score: Raw -661451.364725 + Penalty 2894.445699 = -658556.919026
  nChanged 21
		SP:Iteration 32Q (6871.890000 sec): 3 clusters
  Score: Raw -661461.294091 + Penalty 2894.445699 = -658566.848392
  nChanged 24
		SP:Iteration 33Q (6871.900000 sec): 3 clusters
  Score: Raw -661469.154104 + Penalty 2894.445699 = -658574.708406
  nChanged 25
		SP:Iteration 34Q (6871.920000 sec): 3 clusters
  Score: Raw -661479.147088 + Penalty 2894.445699 = -658584.701389
  nChanged 26
		SP:Iteration 35Q (6871.930000 sec): 3 clusters
  Score: Raw -661487.429944 + Penalty 2894.445699 = -658592.984245
  nChanged 21
		SP:Iteration 36Q (6871.940000 sec): 3 clusters
  Score: Raw -661494.505233 + Penalty 2894.445699 = -658600.059535
  nChanged 27
		SP:Iteration 37Q (6871.960000 sec): 3 clusters
  Score: Raw -661502.420314 + Penalty 2894.445699 = -658607.974616
  nChanged 22
		SP:Iteration 38Q (6871.980000 sec): 3 clusters
  Score: Raw -661510.031660 + Penalty 2894.445699 = -658615.585961
  nChanged 22
		SP:Iteration 39Q (6871.990000 sec): 3 clusters
  Score: Raw -661516.769974 + Penalty 2894.445699 = -658622.324275
  nChanged 19
		SP:Iteration 40F (6872.010000 sec): 3 clusters
  Score: Raw -661521.804616 + Penalty 2894.445699 = -658627.358917
  nChanged 21
		SP:Iteration 41Q (6872.020000 sec): 3 clusters
  Score: Raw -661529.340108 + Penalty 2894.445699 = -658634.894409
  nChanged 31
		SP:Iteration 42Q (6872.040000 sec): 3 clusters
  Score: Raw -661541.313715 + Penalty 2894.445699 = -658646.868017
  nChanged 24
		SP:Iteration 43Q (6872.050000 sec): 3 clusters
  Score: Raw -661550.122427 + Penalty 2894.445699 = -658655.676728
  nChanged 25
		SP:Iteration 44Q (6872.070000 sec): 3 clusters
  Score: Raw -661555.373990 + Penalty 2894.445699 = -658660.928291
  nChanged 15
		SP:Iteration 45Q (6872.080000 sec): 3 clusters
  Score: Raw -661559.885516 + Penalty 2894.445699 = -658665.439817
  nChanged 16
		SP:Iteration 46Q (6872.100000 sec): 3 clusters
  Score: Raw -661563.991182 + Penalty 2894.445699 = -658669.545484
  nChanged 10
		SP:Iteration 47Q (6872.110000 sec): 3 clusters
  Score: Raw -661566.067684 + Penalty 2894.445699 = -658671.621985
  nChanged 10
		SP:Iteration 48Q (6872.130000 sec): 3 clusters
  Score: Raw -661568.540911 + Penalty 2894.445699 = -658674.095212
  nChanged 8
		SP:Iteration 49Q (6872.140000 sec): 3 clusters
  Score: Raw -661570.425056 + Penalty 2894.445699 = -658675.979358
  nChanged 5
		SP:Iteration 50Q (6872.160000 sec): 3 clusters
  Score: Raw -661572.164382 + Penalty 2894.445699 = -658677.718684
  nChanged 8
		SP:Iteration 51Q (6872.170000 sec): 3 clusters
  Score: Raw -661573.737491 + Penalty 2894.445699 = -658679.291793
  nChanged 4
		SP:Iteration 52Q (6872.180000 sec): 3 clusters
  Score: Raw -661574.562680 + Penalty 2894.445699 = -658680.116981
  nChanged 2
		SP:Iteration 53Q (6872.200000 sec): 3 clusters
  Score: Raw -661574.860043 + Penalty 2894.445699 = -658680.414344
  nChanged 1
		SP:Iteration 54Q (6872.210000 sec): 3 clusters
  Score: Raw -661574.948857 + Penalty 2894.445699 = -658680.503158
  nChanged 0
		SP:Iteration 55F (6872.230000 sec): 3 clusters
  Score: Raw -661574.948857 + Penalty 2894.445699 = -658680.503158
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6872.240000 sec): 2 clusters
  Score: Raw -368195.324529 + Penalty 1340.385983 = -366854.938547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6872.250000 sec): 3 clusters
  Score: Raw -366288.721899 + Penalty 2680.771966 = -363607.949934
  nChanged 1513
		SP:Iteration 1F (6872.260000 sec): 3 clusters
  Score: Raw -367147.944274 + Penalty 2680.771966 = -364467.172308
  nChanged 307
		SP:Iteration 2F (6872.270000 sec): 3 clusters
  Score: Raw -367349.963499 + Penalty 2680.771966 = -364669.191534
  nChanged 227
		SP:Iteration 3F (6872.280000 sec): 3 clusters
  Score: Raw -367482.559842 + Penalty 2680.771966 = -364801.787877
  nChanged 183
		SP:Iteration 4Q (6872.290000 sec): 3 clusters
  Score: Raw -367597.711535 + Penalty 2680.771966 = -364916.939569
  nChanged 174
		SP:Iteration 5Q (6872.300000 sec): 3 clusters
  Score: Raw -367716.500214 + Penalty 2680.771966 = -365035.728249
  nChanged 154
		SP:Iteration 6Q (6872.310000 sec): 3 clusters
  Score: Raw -367826.351795 + Penalty 2680.771966 = -365145.579829
  nChanged 143
		SP:Iteration 7Q (6872.320000 sec): 3 clusters
  Score: Raw -367920.259854 + Penalty 2680.771966 = -365239.487888
  nChanged 141
		SP:Iteration 8Q (6872.320000 sec): 3 clusters
  Score: Raw -368002.131704 + Penalty 2680.771966 = -365321.359739
  nChanged 113
		SP:Iteration 9Q (6872.330000 sec): 3 clusters
  Score: Raw -368063.730190 + Penalty 2680.771966 = -365382.958224
  nChanged 102
		SP:Iteration 10Q (6872.340000 sec): 3 clusters
  Score: Raw -368110.485608 + Penalty 2680.771966 = -365429.713643
  nChanged 87
		SP:Iteration 11Q (6872.350000 sec): 3 clusters
  Score: Raw -368145.267336 + Penalty 2680.771966 = -365464.495371
  nChanged 71
		SP:Iteration 12Q (6872.360000 sec): 3 clusters
  Score: Raw -368179.246239 + Penalty 2680.771966 = -365498.474274
  nChanged 67
		SP:Iteration 13Q (6872.370000 sec): 3 clusters
  Score: Raw -368207.678942 + Penalty 2680.771966 = -365526.906976
  nChanged 62
		SP:Iteration 14Q (6872.380000 sec): 3 clusters
  Score: Raw -368234.040408 + Penalty 2680.771966 = -365553.268443
  nChanged 74
		SP:Iteration 15Q (6872.390000 sec): 3 clusters
  Score: Raw -368270.255318 + Penalty 2680.771966 = -365589.483352
  nChanged 52
		SP:Iteration 16Q (6872.400000 sec): 3 clusters
  Score: Raw -368294.963221 + Penalty 2680.771966 = -365614.191256
  nChanged 51
		SP:Iteration 17Q (6872.400000 sec): 3 clusters
  Score: Raw -368316.032272 + Penalty 2680.771966 = -365635.260307
  nChanged 36
		SP:Iteration 18Q (6872.410000 sec): 3 clusters
  Score: Raw -368328.736202 + Penalty 2680.771966 = -365647.964236
  nChanged 32
		SP:Iteration 19Q (6872.420000 sec): 3 clusters
  Score: Raw -368341.470869 + Penalty 2680.771966 = -365660.698904
  nChanged 30
		SP:Iteration 20F (6872.430000 sec): 3 clusters
  Score: Raw -368353.288743 + Penalty 2680.771966 = -365672.516777
  nChanged 24
		SP:Iteration 21Q (6872.440000 sec): 3 clusters
  Score: Raw -368360.242717 + Penalty 2680.771966 = -365679.470752
  nChanged 19
		SP:Iteration 22Q (6872.450000 sec): 3 clusters
  Score: Raw -368366.805599 + Penalty 2680.771966 = -365686.033634
  nChanged 22
		SP:Iteration 23Q (6872.460000 sec): 3 clusters
  Score: Raw -368375.745134 + Penalty 2680.771966 = -365694.973168
  nChanged 21
		SP:Iteration 24Q (6872.460000 sec): 3 clusters
  Score: Raw -368383.370223 + Penalty 2680.771966 = -365702.598258
  nChanged 22
		SP:Iteration 25Q (6872.480000 sec): 3 clusters
  Score: Raw -368389.812543 + Penalty 2680.771966 = -365709.040577
  nChanged 17
		SP:Iteration 26Q (6872.480000 sec): 3 clusters
  Score: Raw -368396.016121 + Penalty 2680.771966 = -365715.244156
  nChanged 25
		SP:Iteration 27Q (6872.490000 sec): 3 clusters
  Score: Raw -368406.164514 + Penalty 2680.771966 = -365725.392548
  nChanged 26
		SP:Iteration 28Q (6872.500000 sec): 3 clusters
  Score: Raw -368416.728588 + Penalty 2680.771966 = -365735.956622
  nChanged 24
		SP:Iteration 29Q (6872.510000 sec): 3 clusters
  Score: Raw -368425.040373 + Penalty 2680.771966 = -365744.268408
  nChanged 20
		SP:Iteration 30Q (6872.520000 sec): 3 clusters
  Score: Raw -368433.849799 + Penalty 2680.771966 = -365753.077833
  nChanged 16
		SP:Iteration 31Q (6872.530000 sec): 3 clusters
  Score: Raw -368439.721951 + Penalty 2680.771966 = -365758.949985
  nChanged 16
		SP:Iteration 32Q (6872.540000 sec): 3 clusters
  Score: Raw -368446.631416 + Penalty 2680.771966 = -365765.859451
  nChanged 19
		SP:Iteration 33Q (6872.540000 sec): 3 clusters
  Score: Raw -368453.967893 + Penalty 2680.771966 = -365773.195927
  nChanged 14
		SP:Iteration 34Q (6872.550000 sec): 3 clusters
  Score: Raw -368458.524973 + Penalty 2680.771966 = -365777.753008
  nChanged 11
		SP:Iteration 35Q (6872.560000 sec): 3 clusters
  Score: Raw -368463.650719 + Penalty 2680.771966 = -365782.878753
  nChanged 13
		SP:Iteration 36Q (6872.570000 sec): 3 clusters
  Score: Raw -368468.209775 + Penalty 2680.771966 = -365787.437809
  nChanged 9
		SP:Iteration 37Q (6872.580000 sec): 3 clusters
  Score: Raw -368471.119251 + Penalty 2680.771966 = -365790.347285
  nChanged 5
		SP:Iteration 38Q (6872.590000 sec): 3 clusters
  Score: Raw -368472.700324 + Penalty 2680.771966 = -365791.928359
  nChanged 5
		SP:Iteration 39Q (6872.600000 sec): 3 clusters
  Score: Raw -368474.288428 + Penalty 2680.771966 = -365793.516462
  nChanged 4
		SP:Iteration 40F (6872.610000 sec): 3 clusters
  Score: Raw -368475.617597 + Penalty 2680.771966 = -365794.845631
  nChanged 6
		SP:Iteration 41Q (6872.620000 sec): 3 clusters
  Score: Raw -368477.873840 + Penalty 2680.771966 = -365797.101875
  nChanged 4
		SP:Iteration 42Q (6872.620000 sec): 3 clusters
  Score: Raw -368478.922537 + Penalty 2680.771966 = -365798.150572
  nChanged 1
		SP:Iteration 43Q (6872.630000 sec): 3 clusters
  Score: Raw -368479.198257 + Penalty 2680.771966 = -365798.426292
  nChanged 1
		SP:Iteration 44Q (6872.640000 sec): 3 clusters
  Score: Raw -368479.523825 + Penalty 2680.771966 = -365798.751859
  nChanged 1
		SP:Iteration 45Q (6872.650000 sec): 3 clusters
  Score: Raw -368479.818744 + Penalty 2680.771966 = -365799.046778
  nChanged 0
		SP:Iteration 46F (6872.660000 sec): 3 clusters
  Score: Raw -368479.818744 + Penalty 2680.771966 = -365799.046778
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6872.670000 sec): 2 clusters
  Score: Raw -128248.785947 + Penalty 1158.119756 = -127090.666191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6872.670000 sec): 3 clusters
  Score: Raw -127809.495715 + Penalty 2316.239513 = -125493.256202
  nChanged 372
		SP:Iteration 1F (6872.670000 sec): 3 clusters
  Score: Raw -128074.682220 + Penalty 2316.239513 = -125758.442707
  nChanged 93
		SP:Iteration 2F (6872.680000 sec): 3 clusters
  Score: Raw -128152.052840 + Penalty 2316.239513 = -125835.813328
  nChanged 45
		SP:Iteration 3Q (6872.680000 sec): 3 clusters
  Score: Raw -128187.017205 + Penalty 2316.239513 = -125870.777692
  nChanged 34
		SP:Iteration 4Q (6872.680000 sec): 3 clusters
  Score: Raw -128210.557807 + Penalty 2316.239513 = -125894.318294
  nChanged 17
		SP:Iteration 5Q (6872.680000 sec): 3 clusters
  Score: Raw -128225.161941 + Penalty 2316.239513 = -125908.922428
  nChanged 19
		SP:Iteration 6Q (6872.690000 sec): 3 clusters
  Score: Raw -128239.554272 + Penalty 2316.239513 = -125923.314759
  nChanged 14
		SP:Iteration 7Q (6872.690000 sec): 3 clusters
  Score: Raw -128249.538236 + Penalty 2316.239513 = -125933.298723
  nChanged 12
		SP:Iteration 8Q (6872.690000 sec): 3 clusters
  Score: Raw -128261.466278 + Penalty 2316.239513 = -125945.226765
  nChanged 11
		SP:Iteration 9Q (6872.700000 sec): 3 clusters
  Score: Raw -128272.910804 + Penalty 2316.239513 = -125956.671291
  nChanged 17
		SP:Iteration 10Q (6872.700000 sec): 3 clusters
  Score: Raw -128284.980416 + Penalty 2316.239513 = -125968.740903
  nChanged 14
		SP:Iteration 11Q (6872.700000 sec): 3 clusters
  Score: Raw -128295.025664 + Penalty 2316.239513 = -125978.786151
  nChanged 12
		SP:Iteration 12Q (6872.700000 sec): 3 clusters
  Score: Raw -128304.624027 + Penalty 2316.239513 = -125988.384514
  nChanged 12
		SP:Iteration 13Q (6872.710000 sec): 3 clusters
  Score: Raw -128312.462510 + Penalty 2316.239513 = -125996.222997
  nChanged 12
		SP:Iteration 14Q (6872.710000 sec): 3 clusters
  Score: Raw -128321.878548 + Penalty 2316.239513 = -126005.639035
  nChanged 8
		SP:Iteration 15Q (6872.720000 sec): 3 clusters
  Score: Raw -128329.764038 + Penalty 2316.239513 = -126013.524525
  nChanged 8
		SP:Iteration 16Q (6872.720000 sec): 3 clusters
  Score: Raw -128335.713447 + Penalty 2316.239513 = -126019.473934
  nChanged 8
		SP:Iteration 17Q (6872.720000 sec): 3 clusters
  Score: Raw -128340.260398 + Penalty 2316.239513 = -126024.020885
  nChanged 7
		SP:Iteration 18Q (6872.720000 sec): 3 clusters
  Score: Raw -128343.576594 + Penalty 2316.239513 = -126027.337081
  nChanged 2
		SP:Iteration 19Q (6872.720000 sec): 3 clusters
  Score: Raw -128344.434029 + Penalty 2316.239513 = -126028.194516
  nChanged 3
		SP:Iteration 20F (6872.730000 sec): 3 clusters
  Score: Raw -128347.202412 + Penalty 2316.239513 = -126030.962899
  nChanged 3
		SP:Iteration 21Q (6872.730000 sec): 3 clusters
  Score: Raw -128349.009962 + Penalty 2316.239513 = -126032.770449
  nChanged 3
		SP:Iteration 22Q (6872.740000 sec): 3 clusters
  Score: Raw -128350.705330 + Penalty 2316.239513 = -126034.465817
  nChanged 6
		SP:Iteration 23Q (6872.740000 sec): 3 clusters
  Score: Raw -128354.339710 + Penalty 2316.239513 = -126038.100198
  nChanged 11
		SP:Iteration 24Q (6872.740000 sec): 3 clusters
  Score: Raw -128360.684856 + Penalty 2316.239513 = -126044.445343
  nChanged 11
		SP:Iteration 25Q (6872.740000 sec): 3 clusters
  Score: Raw -128369.786177 + Penalty 2316.239513 = -126053.546665
  nChanged 9
		SP:Iteration 26Q (6872.750000 sec): 3 clusters
  Score: Raw -128375.056565 + Penalty 2316.239513 = -126058.817052
  nChanged 5
		SP:Iteration 27Q (6872.750000 sec): 3 clusters
  Score: Raw -128377.710254 + Penalty 2316.239513 = -126061.470741
  nChanged 3
		SP:Iteration 28Q (6872.750000 sec): 3 clusters
  Score: Raw -128378.515096 + Penalty 2316.239513 = -126062.275583
  nChanged 3
		SP:Iteration 29Q (6872.760000 sec): 3 clusters
  Score: Raw -128379.846367 + Penalty 2316.239513 = -126063.606854
  nChanged 5
		SP:Iteration 30Q (6872.760000 sec): 3 clusters
  Score: Raw -128382.481293 + Penalty 2316.239513 = -126066.241781
  nChanged 3
		SP:Iteration 31Q (6872.760000 sec): 3 clusters
  Score: Raw -128385.353263 + Penalty 2316.239513 = -126069.113750
  nChanged 8
		SP:Iteration 32Q (6872.760000 sec): 3 clusters
  Score: Raw -128390.277494 + Penalty 2316.239513 = -126074.037981
  nChanged 5
		SP:Iteration 33Q (6872.770000 sec): 3 clusters
  Score: Raw -128395.236247 + Penalty 2316.239513 = -126078.996735
  nChanged 1
		SP:Iteration 34Q (6872.770000 sec): 3 clusters
  Score: Raw -128395.633540 + Penalty 2316.239513 = -126079.394027
  nChanged 0
		SP:Iteration 35F (6872.770000 sec): 3 clusters
  Score: Raw -128395.633540 + Penalty 2316.239513 = -126079.394027
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6872.790000 sec): 2 clusters
  Score: Raw -322808.812857 + Penalty 1323.416000 = -321485.396857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6872.800000 sec): 3 clusters
  Score: Raw -321132.146235 + Penalty 2646.832001 = -318485.314235
  nChanged 1325
		SP:Iteration 1F (6872.810000 sec): 3 clusters
  Score: Raw -321878.234584 + Penalty 2646.832001 = -319231.402583
  nChanged 283
		SP:Iteration 2F (6872.810000 sec): 3 clusters
  Score: Raw -322123.361142 + Penalty 2646.832001 = -319476.529141
  nChanged 222
		SP:Iteration 3F (6872.830000 sec): 3 clusters
  Score: Raw -322367.100190 + Penalty 2646.832001 = -319720.268189
  nChanged 210
		SP:Iteration 4F (6872.830000 sec): 3 clusters
  Score: Raw -322584.836861 + Penalty 2646.832001 = -319938.004860
  nChanged 194
		SP:Iteration 5F (6872.840000 sec): 3 clusters
  Score: Raw -322733.687779 + Penalty 2646.832001 = -320086.855779
  nChanged 148
		SP:Iteration 6Q (6872.850000 sec): 3 clusters
  Score: Raw -322826.130151 + Penalty 2646.832001 = -320179.298150
  nChanged 102
		SP:Iteration 7Q (6872.860000 sec): 3 clusters
  Score: Raw -322875.117872 + Penalty 2646.832001 = -320228.285872
  nChanged 73
		SP:Iteration 8Q (6872.870000 sec): 3 clusters
  Score: Raw -322914.457965 + Penalty 2646.832001 = -320267.625965
  nChanged 59
		SP:Iteration 9Q (6872.870000 sec): 3 clusters
  Score: Raw -322943.916459 + Penalty 2646.832001 = -320297.084458
  nChanged 68
		SP:Iteration 10Q (6872.880000 sec): 3 clusters
  Score: Raw -322974.797991 + Penalty 2646.832001 = -320327.965991
  nChanged 47
		SP:Iteration 11Q (6872.890000 sec): 3 clusters
  Score: Raw -322992.053503 + Penalty 2646.832001 = -320345.221502
  nChanged 34
		SP:Iteration 12Q (6872.890000 sec): 3 clusters
  Score: Raw -323004.197733 + Penalty 2646.832001 = -320357.365732
  nChanged 33
		SP:Iteration 13Q (6872.900000 sec): 3 clusters
  Score: Raw -323018.767383 + Penalty 2646.832001 = -320371.935383
  nChanged 32
		SP:Iteration 14Q (6872.910000 sec): 3 clusters
  Score: Raw -323033.299447 + Penalty 2646.832001 = -320386.467446
  nChanged 34
		SP:Iteration 15Q (6872.920000 sec): 3 clusters
  Score: Raw -323049.250897 + Penalty 2646.832001 = -320402.418896
  nChanged 39
		SP:Iteration 16Q (6872.930000 sec): 3 clusters
  Score: Raw -323065.680009 + Penalty 2646.832001 = -320418.848008
  nChanged 31
		SP:Iteration 17Q (6872.930000 sec): 3 clusters
  Score: Raw -323077.590993 + Penalty 2646.832001 = -320430.758992
  nChanged 23
		SP:Iteration 18Q (6872.940000 sec): 3 clusters
  Score: Raw -323087.661943 + Penalty 2646.832001 = -320440.829942
  nChanged 33
		SP:Iteration 19Q (6872.950000 sec): 3 clusters
  Score: Raw -323103.521327 + Penalty 2646.832001 = -320456.689327
  nChanged 34
		SP:Iteration 20F (6872.960000 sec): 3 clusters
  Score: Raw -323121.819191 + Penalty 2646.832001 = -320474.987191
  nChanged 38
		SP:Iteration 21Q (6872.970000 sec): 3 clusters
  Score: Raw -323143.430555 + Penalty 2646.832001 = -320496.598554
  nChanged 35
		SP:Iteration 22Q (6872.970000 sec): 3 clusters
  Score: Raw -323163.264611 + Penalty 2646.832001 = -320516.432610
  nChanged 37
		SP:Iteration 23Q (6872.980000 sec): 3 clusters
  Score: Raw -323187.871706 + Penalty 2646.832001 = -320541.039706
  nChanged 38
		SP:Iteration 24Q (6872.990000 sec): 3 clusters
  Score: Raw -323215.207410 + Penalty 2646.832001 = -320568.375409
  nChanged 30
		SP:Iteration 25Q (6873.000000 sec): 3 clusters
  Score: Raw -323241.030874 + Penalty 2646.832001 = -320594.198873
  nChanged 35
		SP:Iteration 26Q (6873.010000 sec): 3 clusters
  Score: Raw -323271.127159 + Penalty 2646.832001 = -320624.295159
  nChanged 25
		SP:Iteration 27Q (6873.010000 sec): 3 clusters
  Score: Raw -323288.830622 + Penalty 2646.832001 = -320641.998621
  nChanged 29
		SP:Iteration 28Q (6873.020000 sec): 3 clusters
  Score: Raw -323311.645203 + Penalty 2646.832001 = -320664.813202
  nChanged 27
		SP:Iteration 29Q (6873.030000 sec): 3 clusters
  Score: Raw -323332.189730 + Penalty 2646.832001 = -320685.357730
  nChanged 18
		SP:Iteration 30Q (6873.040000 sec): 3 clusters
  Score: Raw -323346.266916 + Penalty 2646.832001 = -320699.434916
  nChanged 19
		SP:Iteration 31Q (6873.050000 sec): 3 clusters
  Score: Raw -323363.726065 + Penalty 2646.832001 = -320716.894064
  nChanged 20
		SP:Iteration 32Q (6873.050000 sec): 3 clusters
  Score: Raw -323378.304061 + Penalty 2646.832001 = -320731.472060
  nChanged 17
		SP:Iteration 33Q (6873.060000 sec): 3 clusters
  Score: Raw -323393.541880 + Penalty 2646.832001 = -320746.709879
  nChanged 18
		SP:Iteration 34Q (6873.070000 sec): 3 clusters
  Score: Raw -323407.119875 + Penalty 2646.832001 = -320760.287874
  nChanged 16
		SP:Iteration 35Q (6873.070000 sec): 3 clusters
  Score: Raw -323418.455042 + Penalty 2646.832001 = -320771.623041
  nChanged 19
		SP:Iteration 36Q (6873.080000 sec): 3 clusters
  Score: Raw -323436.342907 + Penalty 2646.832001 = -320789.510907
  nChanged 18
		SP:Iteration 37Q (6873.090000 sec): 3 clusters
  Score: Raw -323451.649307 + Penalty 2646.832001 = -320804.817306
  nChanged 15
		SP:Iteration 38Q (6873.100000 sec): 3 clusters
  Score: Raw -323459.736131 + Penalty 2646.832001 = -320812.904130
  nChanged 4
		SP:Iteration 39Q (6873.100000 sec): 3 clusters
  Score: Raw -323461.689250 + Penalty 2646.832001 = -320814.857249
  nChanged 4
		SP:Iteration 40F (6873.110000 sec): 3 clusters
  Score: Raw -323464.280981 + Penalty 2646.832001 = -320817.448980
  nChanged 5
		SP:Iteration 41Q (6873.120000 sec): 3 clusters
  Score: Raw -323466.721044 + Penalty 2646.832001 = -320819.889043
  nChanged 4
		SP:Iteration 42Q (6873.130000 sec): 3 clusters
  Score: Raw -323470.388669 + Penalty 2646.832001 = -320823.556668
  nChanged 5
		SP:Iteration 43Q (6873.130000 sec): 3 clusters
  Score: Raw -323474.330671 + Penalty 2646.832001 = -320827.498671
  nChanged 7
		SP:Iteration 44Q (6873.140000 sec): 3 clusters
  Score: Raw -323478.794074 + Penalty 2646.832001 = -320831.962074
  nChanged 5
		SP:Iteration 45Q (6873.150000 sec): 3 clusters
  Score: Raw -323482.884926 + Penalty 2646.832001 = -320836.052925
  nChanged 5
		SP:Iteration 46Q (6873.150000 sec): 3 clusters
  Score: Raw -323486.157015 + Penalty 2646.832001 = -320839.325015
  nChanged 4
		SP:Iteration 47Q (6873.160000 sec): 3 clusters
  Score: Raw -323489.861873 + Penalty 2646.832001 = -320843.029872
  nChanged 6
		SP:Iteration 48Q (6873.170000 sec): 3 clusters
  Score: Raw -323493.487119 + Penalty 2646.832001 = -320846.655118
  nChanged 6
		SP:Iteration 49Q (6873.170000 sec): 3 clusters
  Score: Raw -323497.842334 + Penalty 2646.832001 = -320851.010333
  nChanged 9
		SP:Iteration 50Q (6873.180000 sec): 3 clusters
  Score: Raw -323502.908731 + Penalty 2646.832001 = -320856.076730
  nChanged 9
		SP:Iteration 51Q (6873.190000 sec): 3 clusters
  Score: Raw -323507.163918 + Penalty 2646.832001 = -320860.331918
  nChanged 4
		SP:Iteration 52Q (6873.190000 sec): 3 clusters
  Score: Raw -323508.767355 + Penalty 2646.832001 = -320861.935354
  nChanged 2
		SP:Iteration 53Q (6873.200000 sec): 3 clusters
  Score: Raw -323509.648682 + Penalty 2646.832001 = -320862.816682
  nChanged 1
		SP:Iteration 54Q (6873.210000 sec): 3 clusters
  Score: Raw -323510.082332 + Penalty 2646.832001 = -320863.250331
  nChanged 1
		SP:Iteration 55Q (6873.210000 sec): 3 clusters
  Score: Raw -323510.578752 + Penalty 2646.832001 = -320863.746752
  nChanged 0
		SP:Iteration 56F (6873.220000 sec): 3 clusters
  Score: Raw -323510.578752 + Penalty 2646.832001 = -320863.746752
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6873.230000 sec): 2 clusters
  Score: Raw -223871.544563 + Penalty 1249.225050 = -222622.319514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6873.240000 sec): 3 clusters
  Score: Raw -222888.363817 + Penalty 2498.450099 = -220389.913718
  nChanged 785
		SP:Iteration 1F (6873.240000 sec): 3 clusters
  Score: Raw -223374.843696 + Penalty 2498.450099 = -220876.393597
  nChanged 161
		SP:Iteration 2F (6873.250000 sec): 3 clusters
  Score: Raw -223492.516193 + Penalty 2498.450099 = -220994.066094
  nChanged 103
		SP:Iteration 3Q (6873.250000 sec): 3 clusters
  Score: Raw -223560.397912 + Penalty 2498.450099 = -221061.947813
  nChanged 65
		SP:Iteration 4Q (6873.260000 sec): 3 clusters
  Score: Raw -223600.549498 + Penalty 2498.450099 = -221102.099399
  nChanged 49
		SP:Iteration 5Q (6873.260000 sec): 3 clusters
  Score: Raw -223629.188503 + Penalty 2498.450099 = -221130.738404
  nChanged 32
		SP:Iteration 6Q (6873.270000 sec): 3 clusters
  Score: Raw -223644.139560 + Penalty 2498.450099 = -221145.689461
  nChanged 23
		SP:Iteration 7Q (6873.270000 sec): 3 clusters
  Score: Raw -223657.388794 + Penalty 2498.450099 = -221158.938695
  nChanged 27
		SP:Iteration 8Q (6873.280000 sec): 3 clusters
  Score: Raw -223670.621068 + Penalty 2498.450099 = -221172.170969
  nChanged 28
		SP:Iteration 9Q (6873.280000 sec): 3 clusters
  Score: Raw -223686.791333 + Penalty 2498.450099 = -221188.341234
  nChanged 32
		SP:Iteration 10Q (6873.290000 sec): 3 clusters
  Score: Raw -223707.525846 + Penalty 2498.450099 = -221209.075747
  nChanged 26
		SP:Iteration 11Q (6873.290000 sec): 3 clusters
  Score: Raw -223724.913177 + Penalty 2498.450099 = -221226.463078
  nChanged 34
		SP:Iteration 12Q (6873.300000 sec): 3 clusters
  Score: Raw -223748.315741 + Penalty 2498.450099 = -221249.865642
  nChanged 33
		SP:Iteration 13Q (6873.300000 sec): 3 clusters
  Score: Raw -223767.934765 + Penalty 2498.450099 = -221269.484666
  nChanged 23
		SP:Iteration 14Q (6873.310000 sec): 3 clusters
  Score: Raw -223779.483703 + Penalty 2498.450099 = -221281.033604
  nChanged 18
		SP:Iteration 15Q (6873.310000 sec): 3 clusters
  Score: Raw -223789.451810 + Penalty 2498.450099 = -221291.001711
  nChanged 18
		SP:Iteration 16Q (6873.320000 sec): 3 clusters
  Score: Raw -223800.730149 + Penalty 2498.450099 = -221302.280050
  nChanged 22
		SP:Iteration 17Q (6873.320000 sec): 3 clusters
  Score: Raw -223815.248656 + Penalty 2498.450099 = -221316.798557
  nChanged 23
		SP:Iteration 18Q (6873.330000 sec): 3 clusters
  Score: Raw -223829.480656 + Penalty 2498.450099 = -221331.030557
  nChanged 16
		SP:Iteration 19Q (6873.330000 sec): 3 clusters
  Score: Raw -223839.523253 + Penalty 2498.450099 = -221341.073154
  nChanged 12
		SP:Iteration 20F (6873.340000 sec): 3 clusters
  Score: Raw -223846.021497 + Penalty 2498.450099 = -221347.571398
  nChanged 9
		SP:Iteration 21Q (6873.340000 sec): 3 clusters
  Score: Raw -223849.876359 + Penalty 2498.450099 = -221351.426260
  nChanged 9
		SP:Iteration 22Q (6873.350000 sec): 3 clusters
  Score: Raw -223854.803154 + Penalty 2498.450099 = -221356.353055
  nChanged 8
		SP:Iteration 23Q (6873.350000 sec): 3 clusters
  Score: Raw -223858.730475 + Penalty 2498.450099 = -221360.280376
  nChanged 11
		SP:Iteration 24Q (6873.360000 sec): 3 clusters
  Score: Raw -223865.436520 + Penalty 2498.450099 = -221366.986421
  nChanged 11
		SP:Iteration 25Q (6873.360000 sec): 3 clusters
  Score: Raw -223872.460197 + Penalty 2498.450099 = -221374.010098
  nChanged 6
		SP:Iteration 26Q (6873.370000 sec): 3 clusters
  Score: Raw -223874.837435 + Penalty 2498.450099 = -221376.387336
  nChanged 4
		SP:Iteration 27Q (6873.370000 sec): 3 clusters
  Score: Raw -223876.554221 + Penalty 2498.450099 = -221378.104122
  nChanged 2
		SP:Iteration 28Q (6873.380000 sec): 3 clusters
  Score: Raw -223877.618618 + Penalty 2498.450099 = -221379.168519
  nChanged 5
		SP:Iteration 29Q (6873.380000 sec): 3 clusters
  Score: Raw -223879.141217 + Penalty 2498.450099 = -221380.691118
  nChanged 1
		SP:Iteration 30Q (6873.390000 sec): 3 clusters
  Score: Raw -223879.477733 + Penalty 2498.450099 = -221381.027634
  nChanged 2
		SP:Iteration 31Q (6873.390000 sec): 3 clusters
  Score: Raw -223880.024435 + Penalty 2498.450099 = -221381.574336
  nChanged 3
		SP:Iteration 32Q (6873.390000 sec): 3 clusters
  Score: Raw -223881.686498 + Penalty 2498.450099 = -221383.236399
  nChanged 5
		SP:Iteration 33Q (6873.400000 sec): 3 clusters
  Score: Raw -223883.457000 + Penalty 2498.450099 = -221385.006901
  nChanged 2
		SP:Iteration 34Q (6873.410000 sec): 3 clusters
  Score: Raw -223884.846005 + Penalty 2498.450099 = -221386.395906
  nChanged 4
		SP:Iteration 35Q (6873.410000 sec): 3 clusters
  Score: Raw -223889.010721 + Penalty 2498.450099 = -221390.560622
  nChanged 3
		SP:Iteration 36Q (6873.410000 sec): 3 clusters
  Score: Raw -223891.339196 + Penalty 2498.450099 = -221392.889097
  nChanged 5
		SP:Iteration 37Q (6873.420000 sec): 3 clusters
  Score: Raw -223893.689845 + Penalty 2498.450099 = -221395.239746
  nChanged 3
		SP:Iteration 38Q (6873.430000 sec): 3 clusters
  Score: Raw -223895.282102 + Penalty 2498.450099 = -221396.832003
  nChanged 2
		SP:Iteration 39Q (6873.430000 sec): 3 clusters
  Score: Raw -223896.624398 + Penalty 2498.450099 = -221398.174298
  nChanged 1
		SP:Iteration 40F (6873.430000 sec): 3 clusters
  Score: Raw -223897.284454 + Penalty 2498.450099 = -221398.834355
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6873.450000 sec): 2 clusters
  Score: Raw -222141.103667 + Penalty 1257.433498 = -220883.670169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6873.450000 sec): 3 clusters
  Score: Raw -221145.850610 + Penalty 2514.866997 = -218630.983614
  nChanged 835
		SP:Iteration 1F (6873.450000 sec): 3 clusters
  Score: Raw -221781.795779 + Penalty 2514.866997 = -219266.928782
  nChanged 202
		SP:Iteration 2F (6873.460000 sec): 3 clusters
  Score: Raw -221984.752953 + Penalty 2514.866997 = -219469.885957
  nChanged 153
		SP:Iteration 3F (6873.470000 sec): 3 clusters
  Score: Raw -222134.972078 + Penalty 2514.866997 = -219620.105081
  nChanged 128
		SP:Iteration 4F (6873.470000 sec): 3 clusters
  Score: Raw -222261.907241 + Penalty 2514.866997 = -219747.040244
  nChanged 101
		SP:Iteration 5Q (6873.480000 sec): 3 clusters
  Score: Raw -222346.094982 + Penalty 2514.866997 = -219831.227985
  nChanged 82
		SP:Iteration 6Q (6873.480000 sec): 3 clusters
  Score: Raw -222407.542887 + Penalty 2514.866997 = -219892.675891
  nChanged 59
		SP:Iteration 7Q (6873.490000 sec): 3 clusters
  Score: Raw -222444.861215 + Penalty 2514.866997 = -219929.994218
  nChanged 42
		SP:Iteration 8Q (6873.490000 sec): 3 clusters
  Score: Raw -222478.195697 + Penalty 2514.866997 = -219963.328700
  nChanged 49
		SP:Iteration 9Q (6873.500000 sec): 3 clusters
  Score: Raw -222510.347925 + Penalty 2514.866997 = -219995.480929
  nChanged 35
		SP:Iteration 10Q (6873.500000 sec): 3 clusters
  Score: Raw -222530.797733 + Penalty 2514.866997 = -220015.930736
  nChanged 33
		SP:Iteration 11Q (6873.510000 sec): 3 clusters
  Score: Raw -222554.948412 + Penalty 2514.866997 = -220040.081416
  nChanged 30
		SP:Iteration 12Q (6873.510000 sec): 3 clusters
  Score: Raw -222574.370718 + Penalty 2514.866997 = -220059.503721
  nChanged 29
		SP:Iteration 13Q (6873.520000 sec): 3 clusters
  Score: Raw -222599.027824 + Penalty 2514.866997 = -220084.160827
  nChanged 34
		SP:Iteration 14Q (6873.530000 sec): 3 clusters
  Score: Raw -222621.593657 + Penalty 2514.866997 = -220106.726660
  nChanged 34
		SP:Iteration 15Q (6873.530000 sec): 3 clusters
  Score: Raw -222643.279336 + Penalty 2514.866997 = -220128.412340
  nChanged 37
		SP:Iteration 16Q (6873.530000 sec): 3 clusters
  Score: Raw -222676.288379 + Penalty 2514.866997 = -220161.421383
  nChanged 42
		SP:Iteration 17Q (6873.540000 sec): 3 clusters
  Score: Raw -222718.298476 + Penalty 2514.866997 = -220203.431479
  nChanged 39
		SP:Iteration 18Q (6873.550000 sec): 3 clusters
  Score: Raw -222747.579931 + Penalty 2514.866997 = -220232.712934
  nChanged 41
		SP:Iteration 19Q (6873.550000 sec): 3 clusters
  Score: Raw -222773.795323 + Penalty 2514.866997 = -220258.928327
  nChanged 33
		SP:Iteration 20F (6873.550000 sec): 3 clusters
  Score: Raw -222796.638682 + Penalty 2514.866997 = -220281.771685
  nChanged 24
		SP:Iteration 21Q (6873.560000 sec): 3 clusters
  Score: Raw -222811.128063 + Penalty 2514.866997 = -220296.261066
  nChanged 16
		SP:Iteration 22Q (6873.570000 sec): 3 clusters
  Score: Raw -222819.899493 + Penalty 2514.866997 = -220305.032497
  nChanged 11
		SP:Iteration 23Q (6873.570000 sec): 3 clusters
  Score: Raw -222826.313284 + Penalty 2514.866997 = -220311.446287
  nChanged 17
		SP:Iteration 24Q (6873.570000 sec): 3 clusters
  Score: Raw -222836.775813 + Penalty 2514.866997 = -220321.908817
  nChanged 12
		SP:Iteration 25Q (6873.580000 sec): 3 clusters
  Score: Raw -222845.661478 + Penalty 2514.866997 = -220330.794482
  nChanged 12
		SP:Iteration 26Q (6873.580000 sec): 3 clusters
  Score: Raw -222852.065871 + Penalty 2514.866997 = -220337.198875
  nChanged 10
		SP:Iteration 27Q (6873.590000 sec): 3 clusters
  Score: Raw -222856.743835 + Penalty 2514.866997 = -220341.876838
  nChanged 10
		SP:Iteration 28Q (6873.590000 sec): 3 clusters
  Score: Raw -222861.946170 + Penalty 2514.866997 = -220347.079174
  nChanged 7
		SP:Iteration 29Q (6873.600000 sec): 3 clusters
  Score: Raw -222865.343009 + Penalty 2514.866997 = -220350.476012
  nChanged 6
		SP:Iteration 30Q (6873.600000 sec): 3 clusters
  Score: Raw -222868.682824 + Penalty 2514.866997 = -220353.815828
  nChanged 9
		SP:Iteration 31Q (6873.610000 sec): 3 clusters
  Score: Raw -222876.515824 + Penalty 2514.866997 = -220361.648828
  nChanged 14
		SP:Iteration 32Q (6873.610000 sec): 3 clusters
  Score: Raw -222886.865867 + Penalty 2514.866997 = -220371.998870
  nChanged 13
		SP:Iteration 33Q (6873.610000 sec): 3 clusters
  Score: Raw -222892.423069 + Penalty 2514.866997 = -220377.556072
  nChanged 7
		SP:Iteration 34Q (6873.620000 sec): 3 clusters
  Score: Raw -222896.638559 + Penalty 2514.866997 = -220381.771562
  nChanged 1
		SP:Iteration 35Q (6873.630000 sec): 3 clusters
  Score: Raw -222896.861332 + Penalty 2514.866997 = -220381.994336
  nChanged 0
		SP:Iteration 36F (6873.630000 sec): 3 clusters
  Score: Raw -222896.861332 + Penalty 2514.866997 = -220381.994336
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6873.640000 sec): 2 clusters
  Score: Raw -187821.643483 + Penalty 1232.608175 = -186589.035308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6873.640000 sec): 3 clusters
  Score: Raw -187003.829282 + Penalty 2465.216351 = -184538.612931
  nChanged 662
		SP:Iteration 1F (6873.650000 sec): 3 clusters
  Score: Raw -187438.596304 + Penalty 2465.216351 = -184973.379953
  nChanged 147
		SP:Iteration 2F (6873.650000 sec): 3 clusters
  Score: Raw -187545.780879 + Penalty 2465.216351 = -185080.564529
  nChanged 102
		SP:Iteration 3F (6873.660000 sec): 3 clusters
  Score: Raw -187614.455260 + Penalty 2465.216351 = -185149.238910
  nChanged 75
		SP:Iteration 4Q (6873.660000 sec): 3 clusters
  Score: Raw -187673.664432 + Penalty 2465.216351 = -185208.448081
  nChanged 70
		SP:Iteration 5Q (6873.670000 sec): 3 clusters
  Score: Raw -187740.820359 + Penalty 2465.216351 = -185275.604009
  nChanged 70
		SP:Iteration 6Q (6873.670000 sec): 3 clusters
  Score: Raw -187811.343159 + Penalty 2465.216351 = -185346.126808
  nChanged 55
		SP:Iteration 7Q (6873.670000 sec): 3 clusters
  Score: Raw -187852.044926 + Penalty 2465.216351 = -185386.828575
  nChanged 43
		SP:Iteration 8Q (6873.680000 sec): 3 clusters
  Score: Raw -187880.047949 + Penalty 2465.216351 = -185414.831599
  nChanged 29
		SP:Iteration 9Q (6873.690000 sec): 3 clusters
  Score: Raw -187899.021635 + Penalty 2465.216351 = -185433.805285
  nChanged 31
		SP:Iteration 10Q (6873.690000 sec): 3 clusters
  Score: Raw -187923.436413 + Penalty 2465.216351 = -185458.220062
  nChanged 41
		SP:Iteration 11Q (6873.690000 sec): 3 clusters
  Score: Raw -187973.841207 + Penalty 2465.216351 = -185508.624856
  nChanged 52
		SP:Iteration 12Q (6873.700000 sec): 3 clusters
  Score: Raw -188020.197782 + Penalty 2465.216351 = -185554.981432
  nChanged 47
		SP:Iteration 13Q (6873.700000 sec): 3 clusters
  Score: Raw -188066.012552 + Penalty 2465.216351 = -185600.796201
  nChanged 36
		SP:Iteration 14Q (6873.710000 sec): 3 clusters
  Score: Raw -188098.216652 + Penalty 2465.216351 = -185633.000302
  nChanged 24
		SP:Iteration 15Q (6873.710000 sec): 3 clusters
  Score: Raw -188122.439176 + Penalty 2465.216351 = -185657.222825
  nChanged 22
		SP:Iteration 16Q (6873.710000 sec): 3 clusters
  Score: Raw -188137.674870 + Penalty 2465.216351 = -185672.458520
  nChanged 15
		SP:Iteration 17Q (6873.720000 sec): 3 clusters
  Score: Raw -188151.120713 + Penalty 2465.216351 = -185685.904363
  nChanged 22
		SP:Iteration 18Q (6873.720000 sec): 3 clusters
  Score: Raw -188167.039308 + Penalty 2465.216351 = -185701.822958
  nChanged 20
		SP:Iteration 19Q (6873.730000 sec): 3 clusters
  Score: Raw -188183.380533 + Penalty 2465.216351 = -185718.164183
  nChanged 25
		SP:Iteration 20F (6873.730000 sec): 3 clusters
  Score: Raw -188201.264100 + Penalty 2465.216351 = -185736.047749
  nChanged 17
		SP:Iteration 21Q (6873.740000 sec): 3 clusters
  Score: Raw -188212.430110 + Penalty 2465.216351 = -185747.213759
  nChanged 14
		SP:Iteration 22Q (6873.740000 sec): 3 clusters
  Score: Raw -188220.821615 + Penalty 2465.216351 = -185755.605264
  nChanged 14
		SP:Iteration 23Q (6873.750000 sec): 3 clusters
  Score: Raw -188229.397572 + Penalty 2465.216351 = -185764.181222
  nChanged 8
		SP:Iteration 24Q (6873.750000 sec): 3 clusters
  Score: Raw -188234.954731 + Penalty 2465.216351 = -185769.738381
  nChanged 9
		SP:Iteration 25Q (6873.750000 sec): 3 clusters
  Score: Raw -188240.639549 + Penalty 2465.216351 = -185775.423198
  nChanged 9
		SP:Iteration 26Q (6873.760000 sec): 3 clusters
  Score: Raw -188248.994201 + Penalty 2465.216351 = -185783.777850
  nChanged 12
		SP:Iteration 27Q (6873.760000 sec): 3 clusters
  Score: Raw -188259.739049 + Penalty 2465.216351 = -185794.522699
  nChanged 7
		SP:Iteration 28Q (6873.770000 sec): 3 clusters
  Score: Raw -188265.587613 + Penalty 2465.216351 = -185800.371263
  nChanged 6
		SP:Iteration 29Q (6873.770000 sec): 3 clusters
  Score: Raw -188270.514993 + Penalty 2465.216351 = -185805.298643
  nChanged 2
		SP:Iteration 30Q (6873.770000 sec): 3 clusters
  Score: Raw -188271.259098 + Penalty 2465.216351 = -185806.042748
  nChanged 1
		SP:Iteration 31Q (6873.780000 sec): 3 clusters
  Score: Raw -188272.483387 + Penalty 2465.216351 = -185807.267037
  nChanged 3
		SP:Iteration 32Q (6873.780000 sec): 3 clusters
  Score: Raw -188273.862992 + Penalty 2465.216351 = -185808.646642
  nChanged 2
		SP:Iteration 33Q (6873.790000 sec): 3 clusters
  Score: Raw -188275.291152 + Penalty 2465.216351 = -185810.074801
  nChanged 2
		SP:Iteration 34Q (6873.790000 sec): 3 clusters
  Score: Raw -188277.030199 + Penalty 2465.216351 = -185811.813849
  nChanged 1
		SP:Iteration 35Q (6873.790000 sec): 3 clusters
  Score: Raw -188277.407364 + Penalty 2465.216351 = -185812.191013
  nChanged 1
		SP:Iteration 36Q (6873.800000 sec): 3 clusters
  Score: Raw -188277.732103 + Penalty 2465.216351 = -185812.515753
  nChanged 1
		SP:Iteration 37Q (6873.800000 sec): 3 clusters
  Score: Raw -188277.913620 + Penalty 2465.216351 = -185812.697270
  nChanged 2
		SP:Iteration 38Q (6873.810000 sec): 3 clusters
  Score: Raw -188280.659963 + Penalty 2465.216351 = -185815.443612
  nChanged 1
		SP:Iteration 39Q (6873.810000 sec): 3 clusters
  Score: Raw -188281.404322 + Penalty 2465.216351 = -185816.187971
  nChanged 0
		SP:Iteration 40F (6873.810000 sec): 3 clusters
  Score: Raw -188281.404322 + Penalty 2465.216351 = -185816.187971
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6873.820000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6873.820000 sec): 3 clusters
  Score: Raw -11346.280491 + Penalty 1615.189322 = -9731.091169
  nChanged 14
		SP:Iteration 1F (6873.820000 sec): 3 clusters
  Score: Raw -11403.876934 + Penalty 1615.189322 = -9788.687611
  nChanged 4
		SP:Iteration 2Q (6873.820000 sec): 3 clusters
  Score: Raw -11430.370103 + Penalty 1615.189322 = -9815.180780
  nChanged 3
		SP:Iteration 3Q (6873.820000 sec): 3 clusters
  Score: Raw -11451.533860 + Penalty 1615.189322 = -9836.344538
  nChanged 1
		SP:Iteration 4Q (6873.820000 sec): 3 clusters
  Score: Raw -11485.067515 + Penalty 1615.189322 = -9869.878193
  nChanged 1
		SP:Iteration 5Q (6873.820000 sec): 3 clusters
  Score: Raw -11495.514934 + Penalty 1615.189322 = -9880.325611
  nChanged 1
		SP:Iteration 6Q (6873.820000 sec): 3 clusters
  Score: Raw -11497.373607 + Penalty 1615.189322 = -9882.184284
  nChanged 1
		SP:Iteration 7Q (6873.820000 sec): 3 clusters
  Score: Raw -11505.358772 + Penalty 1615.189322 = -9890.169449
  nChanged 0
		SP:Iteration 8F (6873.820000 sec): 3 clusters
  Score: Raw -11505.358772 + Penalty 1615.189322 = -9890.169449
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6873.830000 sec): 2 clusters
  Score: Raw -350880.967280 + Penalty 1323.416000 = -349557.551279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6873.840000 sec): 3 clusters
  Score: Raw -349176.269755 + Penalty 2646.832001 = -346529.437754
  nChanged 1368
		SP:Iteration 1F (6873.850000 sec): 3 clusters
  Score: Raw -350029.297366 + Penalty 2646.832001 = -347382.465366
  nChanged 319
		SP:Iteration 2F (6873.860000 sec): 3 clusters
  Score: Raw -350284.856539 + Penalty 2646.832001 = -347638.024539
  nChanged 242
		SP:Iteration 3F (6873.870000 sec): 3 clusters
  Score: Raw -350496.373627 + Penalty 2646.832001 = -347849.541626
  nChanged 200
		SP:Iteration 4F (6873.880000 sec): 3 clusters
  Score: Raw -350648.871102 + Penalty 2646.832001 = -348002.039102
  nChanged 149
		SP:Iteration 5Q (6873.890000 sec): 3 clusters
  Score: Raw -350776.033054 + Penalty 2646.832001 = -348129.201053
  nChanged 133
		SP:Iteration 6Q (6873.890000 sec): 3 clusters
  Score: Raw -350883.509983 + Penalty 2646.832001 = -348236.677982
  nChanged 108
		SP:Iteration 7Q (6873.900000 sec): 3 clusters
  Score: Raw -350957.910667 + Penalty 2646.832001 = -348311.078667
  nChanged 86
		SP:Iteration 8Q (6873.910000 sec): 3 clusters
  Score: Raw -351025.669847 + Penalty 2646.832001 = -348378.837846
  nChanged 81
		SP:Iteration 9Q (6873.920000 sec): 3 clusters
  Score: Raw -351085.324684 + Penalty 2646.832001 = -348438.492683
  nChanged 84
		SP:Iteration 10Q (6873.930000 sec): 3 clusters
  Score: Raw -351149.923274 + Penalty 2646.832001 = -348503.091273
  nChanged 76
		SP:Iteration 11Q (6873.930000 sec): 3 clusters
  Score: Raw -351219.705501 + Penalty 2646.832001 = -348572.873500
  nChanged 92
		SP:Iteration 12Q (6873.940000 sec): 3 clusters
  Score: Raw -351302.137790 + Penalty 2646.832001 = -348655.305790
  nChanged 68
		SP:Iteration 13Q (6873.950000 sec): 3 clusters
  Score: Raw -351365.594225 + Penalty 2646.832001 = -348718.762225
  nChanged 65
		SP:Iteration 14Q (6873.960000 sec): 3 clusters
  Score: Raw -351417.060006 + Penalty 2646.832001 = -348770.228005
  nChanged 59
		SP:Iteration 15Q (6873.970000 sec): 3 clusters
  Score: Raw -351469.913987 + Penalty 2646.832001 = -348823.081987
  nChanged 65
		SP:Iteration 16Q (6873.970000 sec): 3 clusters
  Score: Raw -351523.041310 + Penalty 2646.832001 = -348876.209310
  nChanged 56
		SP:Iteration 17Q (6873.980000 sec): 3 clusters
  Score: Raw -351558.190957 + Penalty 2646.832001 = -348911.358956
  nChanged 37
		SP:Iteration 18Q (6873.990000 sec): 3 clusters
  Score: Raw -351577.599596 + Penalty 2646.832001 = -348930.767595
  nChanged 35
		SP:Iteration 19Q (6873.990000 sec): 3 clusters
  Score: Raw -351596.923478 + Penalty 2646.832001 = -348950.091477
  nChanged 29
		SP:Iteration 20F (6874.000000 sec): 3 clusters
  Score: Raw -351608.512258 + Penalty 2646.832001 = -348961.680257
  nChanged 16
		SP:Iteration 21Q (6874.010000 sec): 3 clusters
  Score: Raw -351615.810811 + Penalty 2646.832001 = -348968.978810
  nChanged 15
		SP:Iteration 22Q (6874.020000 sec): 3 clusters
  Score: Raw -351622.270929 + Penalty 2646.832001 = -348975.438928
  nChanged 16
		SP:Iteration 23Q (6874.030000 sec): 3 clusters
  Score: Raw -351629.146212 + Penalty 2646.832001 = -348982.314211
  nChanged 12
		SP:Iteration 24Q (6874.030000 sec): 3 clusters
  Score: Raw -351633.019386 + Penalty 2646.832001 = -348986.187385
  nChanged 5
		SP:Iteration 25Q (6874.040000 sec): 3 clusters
  Score: Raw -351634.336849 + Penalty 2646.832001 = -348987.504848
  nChanged 2
		SP:Iteration 26Q (6874.050000 sec): 3 clusters
  Score: Raw -351634.683277 + Penalty 2646.832001 = -348987.851276
  nChanged 1
		SP:Iteration 27Q (6874.060000 sec): 3 clusters
  Score: Raw -351635.213694 + Penalty 2646.832001 = -348988.381693
  nChanged 3
		SP:Iteration 28Q (6874.070000 sec): 3 clusters
  Score: Raw -351635.846568 + Penalty 2646.832001 = -348989.014567
  nChanged 2
		SP:Iteration 29Q (6874.070000 sec): 3 clusters
  Score: Raw -351636.417265 + Penalty 2646.832001 = -348989.585265
  nChanged 2
		SP:Iteration 30Q (6874.080000 sec): 3 clusters
  Score: Raw -351637.283662 + Penalty 2646.832001 = -348990.451661
  nChanged 2
		SP:Iteration 31Q (6874.090000 sec): 3 clusters
  Score: Raw -351638.493710 + Penalty 2646.832001 = -348991.661710
  nChanged 3
		SP:Iteration 32Q (6874.100000 sec): 3 clusters
  Score: Raw -351639.522897 + Penalty 2646.832001 = -348992.690896
  nChanged 1
		SP:Iteration 33Q (6874.110000 sec): 3 clusters
  Score: Raw -351639.694086 + Penalty 2646.832001 = -348992.862085
  nChanged 0
		SP:Iteration 34F (6874.110000 sec): 3 clusters
  Score: Raw -351639.694086 + Penalty 2646.832001 = -348992.862085
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6874.130000 sec): 2 clusters
  Score: Raw -469352.130023 + Penalty 1374.610292 = -467977.519730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6874.140000 sec): 3 clusters
  Score: Raw -466840.769605 + Penalty 2749.220584 = -464091.549020
  nChanged 1926
		SP:Iteration 1F (6874.150000 sec): 3 clusters
  Score: Raw -467938.768241 + Penalty 2749.220584 = -465189.547657
  nChanged 407
		SP:Iteration 2F (6874.160000 sec): 3 clusters
  Score: Raw -468181.998836 + Penalty 2749.220584 = -465432.778252
  nChanged 312
		SP:Iteration 3F (6874.170000 sec): 3 clusters
  Score: Raw -468405.591823 + Penalty 2749.220584 = -465656.371238
  nChanged 314
		SP:Iteration 4F (6874.190000 sec): 3 clusters
  Score: Raw -468693.459883 + Penalty 2749.220584 = -465944.239298
  nChanged 352
		SP:Iteration 5F (6874.200000 sec): 3 clusters
  Score: Raw -468976.059784 + Penalty 2749.220584 = -466226.839200
  nChanged 285
		SP:Iteration 6F (6874.210000 sec): 3 clusters
  Score: Raw -469198.167628 + Penalty 2749.220584 = -466448.947044
  nChanged 232
		SP:Iteration 7Q (6874.220000 sec): 3 clusters
  Score: Raw -469360.438288 + Penalty 2749.220584 = -466611.217703
  nChanged 178
		SP:Iteration 8Q (6874.230000 sec): 3 clusters
  Score: Raw -469466.513472 + Penalty 2749.220584 = -466717.292887
  nChanged 149
		SP:Iteration 9Q (6874.240000 sec): 3 clusters
  Score: Raw -469546.097789 + Penalty 2749.220584 = -466796.877205
  nChanged 109
		SP:Iteration 10Q (6874.250000 sec): 3 clusters
  Score: Raw -469599.013752 + Penalty 2749.220584 = -466849.793168
  nChanged 86
		SP:Iteration 11Q (6874.260000 sec): 3 clusters
  Score: Raw -469634.708919 + Penalty 2749.220584 = -466885.488334
  nChanged 69
		SP:Iteration 12Q (6874.270000 sec): 3 clusters
  Score: Raw -469661.906899 + Penalty 2749.220584 = -466912.686315
  nChanged 42
		SP:Iteration 13Q (6874.290000 sec): 3 clusters
  Score: Raw -469677.599826 + Penalty 2749.220584 = -466928.379241
  nChanged 26
		SP:Iteration 14Q (6874.290000 sec): 3 clusters
  Score: Raw -469688.039933 + Penalty 2749.220584 = -466938.819348
  nChanged 29
		SP:Iteration 15Q (6874.310000 sec): 3 clusters
  Score: Raw -469696.095256 + Penalty 2749.220584 = -466946.874671
  nChanged 16
		SP:Iteration 16Q (6874.320000 sec): 3 clusters
  Score: Raw -469701.632573 + Penalty 2749.220584 = -466952.411989
  nChanged 11
		SP:Iteration 17Q (6874.330000 sec): 3 clusters
  Score: Raw -469704.782385 + Penalty 2749.220584 = -466955.561800
  nChanged 13
		SP:Iteration 18Q (6874.340000 sec): 3 clusters
  Score: Raw -469709.025238 + Penalty 2749.220584 = -466959.804653
  nChanged 13
		SP:Iteration 19Q (6874.350000 sec): 3 clusters
  Score: Raw -469712.743497 + Penalty 2749.220584 = -466963.522913
  nChanged 8
		SP:Iteration 20F (6874.360000 sec): 3 clusters
  Score: Raw -469714.678312 + Penalty 2749.220584 = -466965.457727
  nChanged 7
		SP:Iteration 21Q (6874.370000 sec): 3 clusters
  Score: Raw -469716.126108 + Penalty 2749.220584 = -466966.905524
  nChanged 6
		SP:Iteration 22Q (6874.390000 sec): 3 clusters
  Score: Raw -469718.244881 + Penalty 2749.220584 = -466969.024296
  nChanged 10
		SP:Iteration 23Q (6874.390000 sec): 3 clusters
  Score: Raw -469720.647369 + Penalty 2749.220584 = -466971.426784
  nChanged 7
		SP:Iteration 24Q (6874.410000 sec): 3 clusters
  Score: Raw -469722.633106 + Penalty 2749.220584 = -466973.412521
  nChanged 7
		SP:Iteration 25Q (6874.420000 sec): 3 clusters
  Score: Raw -469724.677512 + Penalty 2749.220584 = -466975.456927
  nChanged 9
		SP:Iteration 26Q (6874.430000 sec): 3 clusters
  Score: Raw -469728.534583 + Penalty 2749.220584 = -466979.313998
  nChanged 13
		SP:Iteration 27Q (6874.440000 sec): 3 clusters
  Score: Raw -469732.093344 + Penalty 2749.220584 = -466982.872759
  nChanged 9
		SP:Iteration 28Q (6874.450000 sec): 3 clusters
  Score: Raw -469735.140131 + Penalty 2749.220584 = -466985.919547
  nChanged 9
		SP:Iteration 29Q (6874.460000 sec): 3 clusters
  Score: Raw -469737.826153 + Penalty 2749.220584 = -466988.605568
  nChanged 12
		SP:Iteration 30Q (6874.470000 sec): 3 clusters
  Score: Raw -469740.872191 + Penalty 2749.220584 = -466991.651607
  nChanged 8
		SP:Iteration 31Q (6874.480000 sec): 3 clusters
  Score: Raw -469742.851478 + Penalty 2749.220584 = -466993.630893
  nChanged 3
		SP:Iteration 32Q (6874.490000 sec): 3 clusters
  Score: Raw -469743.636304 + Penalty 2749.220584 = -466994.415719
  nChanged 2
		SP:Iteration 33Q (6874.510000 sec): 3 clusters
  Score: Raw -469744.009881 + Penalty 2749.220584 = -466994.789297
  nChanged 2
		SP:Iteration 34Q (6874.520000 sec): 3 clusters
  Score: Raw -469744.668594 + Penalty 2749.220584 = -466995.448010
  nChanged 0
		SP:Iteration 35F (6874.530000 sec): 3 clusters
  Score: Raw -469744.668594 + Penalty 2749.220584 = -466995.448010
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6874.540000 sec): 2 clusters
  Score: Raw -297523.604809 + Penalty 1307.043103 = -296216.561707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6874.550000 sec): 3 clusters
  Score: Raw -296027.794689 + Penalty 2614.086205 = -293413.708483
  nChanged 1202
		SP:Iteration 1F (6874.550000 sec): 3 clusters
  Score: Raw -296808.405327 + Penalty 2614.086205 = -294194.319122
  nChanged 299
		SP:Iteration 2F (6874.560000 sec): 3 clusters
  Score: Raw -297114.560090 + Penalty 2614.086205 = -294500.473885
  nChanged 245
		SP:Iteration 3F (6874.570000 sec): 3 clusters
  Score: Raw -297386.895439 + Penalty 2614.086205 = -294772.809234
  nChanged 216
		SP:Iteration 4F (6874.580000 sec): 3 clusters
  Score: Raw -297598.741915 + Penalty 2614.086205 = -294984.655710
  nChanged 166
		SP:Iteration 5F (6874.590000 sec): 3 clusters
  Score: Raw -297761.240877 + Penalty 2614.086205 = -295147.154672
  nChanged 143
		SP:Iteration 6Q (6874.590000 sec): 3 clusters
  Score: Raw -297886.680981 + Penalty 2614.086205 = -295272.594776
  nChanged 106
		SP:Iteration 7Q (6874.600000 sec): 3 clusters
  Score: Raw -297970.499791 + Penalty 2614.086205 = -295356.413585
  nChanged 69
		SP:Iteration 8Q (6874.610000 sec): 3 clusters
  Score: Raw -298020.445997 + Penalty 2614.086205 = -295406.359792
  nChanged 56
		SP:Iteration 9Q (6874.610000 sec): 3 clusters
  Score: Raw -298063.622832 + Penalty 2614.086205 = -295449.536626
  nChanged 50
		SP:Iteration 10Q (6874.620000 sec): 3 clusters
  Score: Raw -298106.712774 + Penalty 2614.086205 = -295492.626569
  nChanged 45
		SP:Iteration 11Q (6874.630000 sec): 3 clusters
  Score: Raw -298138.725602 + Penalty 2614.086205 = -295524.639397
  nChanged 45
		SP:Iteration 12Q (6874.630000 sec): 3 clusters
  Score: Raw -298171.298847 + Penalty 2614.086205 = -295557.212642
  nChanged 38
		SP:Iteration 13Q (6874.640000 sec): 3 clusters
  Score: Raw -298198.453894 + Penalty 2614.086205 = -295584.367689
  nChanged 33
		SP:Iteration 14Q (6874.650000 sec): 3 clusters
  Score: Raw -298229.098388 + Penalty 2614.086205 = -295615.012183
  nChanged 37
		SP:Iteration 15Q (6874.650000 sec): 3 clusters
  Score: Raw -298262.055690 + Penalty 2614.086205 = -295647.969484
  nChanged 43
		SP:Iteration 16Q (6874.660000 sec): 3 clusters
  Score: Raw -298289.507747 + Penalty 2614.086205 = -295675.421541
  nChanged 35
		SP:Iteration 17Q (6874.670000 sec): 3 clusters
  Score: Raw -298320.426584 + Penalty 2614.086205 = -295706.340378
  nChanged 38
		SP:Iteration 18Q (6874.670000 sec): 3 clusters
  Score: Raw -298346.974901 + Penalty 2614.086205 = -295732.888695
  nChanged 27
		SP:Iteration 19Q (6874.680000 sec): 3 clusters
  Score: Raw -298365.031981 + Penalty 2614.086205 = -295750.945775
  nChanged 20
		SP:Iteration 20F (6874.690000 sec): 3 clusters
  Score: Raw -298378.547414 + Penalty 2614.086205 = -295764.461209
  nChanged 13
		SP:Iteration 21Q (6874.690000 sec): 3 clusters
  Score: Raw -298384.074635 + Penalty 2614.086205 = -295769.988430
  nChanged 9
		SP:Iteration 22Q (6874.700000 sec): 3 clusters
  Score: Raw -298388.579887 + Penalty 2614.086205 = -295774.493682
  nChanged 7
		SP:Iteration 23Q (6874.710000 sec): 3 clusters
  Score: Raw -298393.082334 + Penalty 2614.086205 = -295778.996129
  nChanged 9
		SP:Iteration 24Q (6874.710000 sec): 3 clusters
  Score: Raw -298398.549274 + Penalty 2614.086205 = -295784.463069
  nChanged 6
		SP:Iteration 25Q (6874.720000 sec): 3 clusters
  Score: Raw -298401.911999 + Penalty 2614.086205 = -295787.825794
  nChanged 5
		SP:Iteration 26Q (6874.720000 sec): 3 clusters
  Score: Raw -298403.576105 + Penalty 2614.086205 = -295789.489899
  nChanged 4
		SP:Iteration 27Q (6874.730000 sec): 3 clusters
  Score: Raw -298405.949747 + Penalty 2614.086205 = -295791.863541
  nChanged 3
		SP:Iteration 28Q (6874.730000 sec): 3 clusters
  Score: Raw -298407.908554 + Penalty 2614.086205 = -295793.822349
  nChanged 4
		SP:Iteration 29Q (6874.740000 sec): 3 clusters
  Score: Raw -298410.515917 + Penalty 2614.086205 = -295796.429711
  nChanged 7
		SP:Iteration 30Q (6874.750000 sec): 3 clusters
  Score: Raw -298413.892000 + Penalty 2614.086205 = -295799.805795
  nChanged 6
		SP:Iteration 31Q (6874.750000 sec): 3 clusters
  Score: Raw -298418.129565 + Penalty 2614.086205 = -295804.043360
  nChanged 6
		SP:Iteration 32Q (6874.760000 sec): 3 clusters
  Score: Raw -298422.720602 + Penalty 2614.086205 = -295808.634396
  nChanged 7
		SP:Iteration 33Q (6874.770000 sec): 3 clusters
  Score: Raw -298430.493297 + Penalty 2614.086205 = -295816.407092
  nChanged 7
		SP:Iteration 34Q (6874.770000 sec): 3 clusters
  Score: Raw -298433.523798 + Penalty 2614.086205 = -295819.437593
  nChanged 4
		SP:Iteration 35Q (6874.780000 sec): 3 clusters
  Score: Raw -298435.639003 + Penalty 2614.086205 = -295821.552798
  nChanged 3
		SP:Iteration 36Q (6874.780000 sec): 3 clusters
  Score: Raw -298437.047430 + Penalty 2614.086205 = -295822.961225
  nChanged 3
		SP:Iteration 37Q (6874.790000 sec): 3 clusters
  Score: Raw -298438.782397 + Penalty 2614.086205 = -295824.696192
  nChanged 3
		SP:Iteration 38Q (6874.790000 sec): 3 clusters
  Score: Raw -298441.916657 + Penalty 2614.086205 = -295827.830452
  nChanged 3
		SP:Iteration 39Q (6874.800000 sec): 3 clusters
  Score: Raw -298443.952888 + Penalty 2614.086205 = -295829.866682
  nChanged 5
		SP:Iteration 40F (6874.810000 sec): 3 clusters
  Score: Raw -298445.861411 + Penalty 2614.086205 = -295831.775206
  nChanged 6
		SP:Iteration 41Q (6874.810000 sec): 3 clusters
  Score: Raw -298447.973179 + Penalty 2614.086205 = -295833.886973
  nChanged 3
		SP:Iteration 42Q (6874.820000 sec): 3 clusters
  Score: Raw -298449.036034 + Penalty 2614.086205 = -295834.949829
  nChanged 3
		SP:Iteration 43Q (6874.830000 sec): 3 clusters
  Score: Raw -298450.249281 + Penalty 2614.086205 = -295836.163076
  nChanged 2
		SP:Iteration 44Q (6874.830000 sec): 3 clusters
  Score: Raw -298450.932773 + Penalty 2614.086205 = -295836.846567
  nChanged 2
		SP:Iteration 45Q (6874.840000 sec): 3 clusters
  Score: Raw -298451.599190 + Penalty 2614.086205 = -295837.512984
  nChanged 0
		SP:Iteration 46F (6874.850000 sec): 3 clusters
  Score: Raw -298451.599190 + Penalty 2614.086205 = -295837.512984
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6874.850000 sec): 2 clusters
  Score: Raw -172248.339158 + Penalty 1226.125834 = -171022.213324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6874.860000 sec): 3 clusters
  Score: Raw -171461.114606 + Penalty 2452.251669 = -169008.862937
  nChanged 679
		SP:Iteration 1F (6874.870000 sec): 3 clusters
  Score: Raw -172008.870337 + Penalty 2452.251669 = -169556.618669
  nChanged 184
		SP:Iteration 2F (6874.870000 sec): 3 clusters
  Score: Raw -172228.843145 + Penalty 2452.251669 = -169776.591477
  nChanged 148
		SP:Iteration 3F (6874.870000 sec): 3 clusters
  Score: Raw -172413.802515 + Penalty 2452.251669 = -169961.550847
  nChanged 117
		SP:Iteration 4F (6874.880000 sec): 3 clusters
  Score: Raw -172563.943054 + Penalty 2452.251669 = -170111.691385
  nChanged 88
		SP:Iteration 5Q (6874.880000 sec): 3 clusters
  Score: Raw -172642.206258 + Penalty 2452.251669 = -170189.954589
  nChanged 41
		SP:Iteration 6Q (6874.890000 sec): 3 clusters
  Score: Raw -172669.299637 + Penalty 2452.251669 = -170217.047968
  nChanged 26
		SP:Iteration 7Q (6874.890000 sec): 3 clusters
  Score: Raw -172683.251015 + Penalty 2452.251669 = -170230.999346
  nChanged 13
		SP:Iteration 8Q (6874.890000 sec): 3 clusters
  Score: Raw -172693.555696 + Penalty 2452.251669 = -170241.304027
  nChanged 12
		SP:Iteration 9Q (6874.900000 sec): 3 clusters
  Score: Raw -172700.258877 + Penalty 2452.251669 = -170248.007208
  nChanged 9
		SP:Iteration 10Q (6874.910000 sec): 3 clusters
  Score: Raw -172705.309363 + Penalty 2452.251669 = -170253.057695
  nChanged 7
		SP:Iteration 11Q (6874.910000 sec): 3 clusters
  Score: Raw -172710.591184 + Penalty 2452.251669 = -170258.339515
  nChanged 10
		SP:Iteration 12Q (6874.910000 sec): 3 clusters
  Score: Raw -172715.512652 + Penalty 2452.251669 = -170263.260984
  nChanged 7
		SP:Iteration 13Q (6874.920000 sec): 3 clusters
  Score: Raw -172720.021181 + Penalty 2452.251669 = -170267.769513
  nChanged 4
		SP:Iteration 14Q (6874.920000 sec): 3 clusters
  Score: Raw -172722.498207 + Penalty 2452.251669 = -170270.246539
  nChanged 4
		SP:Iteration 15Q (6874.930000 sec): 3 clusters
  Score: Raw -172724.213526 + Penalty 2452.251669 = -170271.961857
  nChanged 2
		SP:Iteration 16Q (6874.930000 sec): 3 clusters
  Score: Raw -172724.694029 + Penalty 2452.251669 = -170272.442361
  nChanged 2
		SP:Iteration 17Q (6874.930000 sec): 3 clusters
  Score: Raw -172725.475363 + Penalty 2452.251669 = -170273.223694
  nChanged 0
		SP:Iteration 18F (6874.940000 sec): 3 clusters
  Score: Raw -172725.475363 + Penalty 2452.251669 = -170273.223694
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6874.950000 sec): 2 clusters
  Score: Raw -162024.188734 + Penalty 1212.889698 = -160811.299035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6874.950000 sec): 3 clusters
  Score: Raw -161304.713780 + Penalty 2425.779396 = -158878.934383
  nChanged 604
		SP:Iteration 1F (6874.950000 sec): 3 clusters
  Score: Raw -161704.941633 + Penalty 2425.779396 = -159279.162237
  nChanged 133
		SP:Iteration 2F (6874.960000 sec): 3 clusters
  Score: Raw -161818.416166 + Penalty 2425.779396 = -159392.636770
  nChanged 98
		SP:Iteration 3F (6874.960000 sec): 3 clusters
  Score: Raw -161906.039066 + Penalty 2425.779396 = -159480.259669
  nChanged 82
		SP:Iteration 4Q (6874.970000 sec): 3 clusters
  Score: Raw -162002.852141 + Penalty 2425.779396 = -159577.072745
  nChanged 87
		SP:Iteration 5Q (6874.970000 sec): 3 clusters
  Score: Raw -162105.010393 + Penalty 2425.779396 = -159679.230996
  nChanged 84
		SP:Iteration 6Q (6874.970000 sec): 3 clusters
  Score: Raw -162221.625431 + Penalty 2425.779396 = -159795.846035
  nChanged 80
		SP:Iteration 7Q (6874.980000 sec): 3 clusters
  Score: Raw -162301.968877 + Penalty 2425.779396 = -159876.189480
  nChanged 69
		SP:Iteration 8Q (6874.980000 sec): 3 clusters
  Score: Raw -162375.862334 + Penalty 2425.779396 = -159950.082938
  nChanged 61
		SP:Iteration 9Q (6874.990000 sec): 3 clusters
  Score: Raw -162430.108042 + Penalty 2425.779396 = -160004.328645
  nChanged 38
		SP:Iteration 10Q (6874.990000 sec): 3 clusters
  Score: Raw -162460.997564 + Penalty 2425.779396 = -160035.218168
  nChanged 24
		SP:Iteration 11Q (6874.990000 sec): 3 clusters
  Score: Raw -162479.382404 + Penalty 2425.779396 = -160053.603007
  nChanged 23
		SP:Iteration 12Q (6875.000000 sec): 3 clusters
  Score: Raw -162495.012073 + Penalty 2425.779396 = -160069.232676
  nChanged 23
		SP:Iteration 13Q (6875.000000 sec): 3 clusters
  Score: Raw -162513.819796 + Penalty 2425.779396 = -160088.040399
  nChanged 12
		SP:Iteration 14Q (6875.010000 sec): 3 clusters
  Score: Raw -162520.847158 + Penalty 2425.779396 = -160095.067762
  nChanged 12
		SP:Iteration 15Q (6875.010000 sec): 3 clusters
  Score: Raw -162528.019346 + Penalty 2425.779396 = -160102.239949
  nChanged 8
		SP:Iteration 16Q (6875.010000 sec): 3 clusters
  Score: Raw -162535.626003 + Penalty 2425.779396 = -160109.846606
  nChanged 5
		SP:Iteration 17Q (6875.020000 sec): 3 clusters
  Score: Raw -162539.266130 + Penalty 2425.779396 = -160113.486734
  nChanged 4
		SP:Iteration 18Q (6875.020000 sec): 3 clusters
  Score: Raw -162540.725470 + Penalty 2425.779396 = -160114.946074
  nChanged 4
		SP:Iteration 19Q (6875.030000 sec): 3 clusters
  Score: Raw -162545.297826 + Penalty 2425.779396 = -160119.518430
  nChanged 5
		SP:Iteration 20F (6875.030000 sec): 3 clusters
  Score: Raw -162548.638996 + Penalty 2425.779396 = -160122.859599
  nChanged 2
		SP:Iteration 21Q (6875.030000 sec): 3 clusters
  Score: Raw -162550.537477 + Penalty 2425.779396 = -160124.758080
  nChanged 2
		SP:Iteration 22Q (6875.040000 sec): 3 clusters
  Score: Raw -162552.770213 + Penalty 2425.779396 = -160126.990817
  nChanged 3
		SP:Iteration 23Q (6875.040000 sec): 3 clusters
  Score: Raw -162554.478035 + Penalty 2425.779396 = -160128.698638
  nChanged 3
		SP:Iteration 24Q (6875.050000 sec): 3 clusters
  Score: Raw -162557.264290 + Penalty 2425.779396 = -160131.484894
  nChanged 2
		SP:Iteration 25Q (6875.050000 sec): 3 clusters
  Score: Raw -162557.862106 + Penalty 2425.779396 = -160132.082709
  nChanged 0
		SP:Iteration 26F (6875.050000 sec): 3 clusters
  Score: Raw -162557.862106 + Penalty 2425.779396 = -160132.082709
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.060000 sec): 2 clusters
  Score: Raw -71050.641731 + Penalty 1070.923920 = -69979.717810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.060000 sec): 3 clusters
  Score: Raw -70872.533552 + Penalty 2141.847841 = -68730.685711
  nChanged 185
		SP:Iteration 1F (6875.070000 sec): 3 clusters
  Score: Raw -71098.049494 + Penalty 2141.847841 = -68956.201654
  nChanged 38
		SP:Iteration 2F (6875.070000 sec): 3 clusters
  Score: Raw -71148.165440 + Penalty 2141.847841 = -69006.317600
  nChanged 18
		SP:Iteration 3Q (6875.070000 sec): 3 clusters
  Score: Raw -71177.013992 + Penalty 2141.847841 = -69035.166152
  nChanged 9
		SP:Iteration 4Q (6875.070000 sec): 3 clusters
  Score: Raw -71186.246071 + Penalty 2141.847841 = -69044.398230
  nChanged 5
		SP:Iteration 5Q (6875.070000 sec): 3 clusters
  Score: Raw -71190.940412 + Penalty 2141.847841 = -69049.092572
  nChanged 4
		SP:Iteration 6Q (6875.070000 sec): 3 clusters
  Score: Raw -71195.374413 + Penalty 2141.847841 = -69053.526572
  nChanged 3
		SP:Iteration 7Q (6875.070000 sec): 3 clusters
  Score: Raw -71199.309276 + Penalty 2141.847841 = -69057.461436
  nChanged 3
		SP:Iteration 8Q (6875.080000 sec): 3 clusters
  Score: Raw -71203.474526 + Penalty 2141.847841 = -69061.626685
  nChanged 2
		SP:Iteration 9Q (6875.080000 sec): 3 clusters
  Score: Raw -71205.179634 + Penalty 2141.847841 = -69063.331793
  nChanged 2
		SP:Iteration 10Q (6875.080000 sec): 3 clusters
  Score: Raw -71207.254038 + Penalty 2141.847841 = -69065.406198
  nChanged 0
		SP:Iteration 11F (6875.080000 sec): 3 clusters
  Score: Raw -71207.254038 + Penalty 2141.847841 = -69065.406198
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.090000 sec): 2 clusters
  Score: Raw -196612.864559 + Penalty 1238.841816 = -195374.022743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.090000 sec): 3 clusters
  Score: Raw -195700.872144 + Penalty 2477.683633 = -193223.188512
  nChanged 704
		SP:Iteration 1F (6875.100000 sec): 3 clusters
  Score: Raw -196184.669939 + Penalty 2477.683633 = -193706.986307
  nChanged 187
		SP:Iteration 2F (6875.110000 sec): 3 clusters
  Score: Raw -196347.864237 + Penalty 2477.683633 = -193870.180604
  nChanged 115
		SP:Iteration 3F (6875.110000 sec): 3 clusters
  Score: Raw -196432.863703 + Penalty 2477.683633 = -193955.180071
  nChanged 87
		SP:Iteration 4Q (6875.110000 sec): 3 clusters
  Score: Raw -196496.094570 + Penalty 2477.683633 = -194018.410937
  nChanged 62
		SP:Iteration 5Q (6875.120000 sec): 3 clusters
  Score: Raw -196536.322187 + Penalty 2477.683633 = -194058.638555
  nChanged 61
		SP:Iteration 6Q (6875.120000 sec): 3 clusters
  Score: Raw -196581.172100 + Penalty 2477.683633 = -194103.488467
  nChanged 62
		SP:Iteration 7Q (6875.130000 sec): 3 clusters
  Score: Raw -196629.287285 + Penalty 2477.683633 = -194151.603653
  nChanged 57
		SP:Iteration 8Q (6875.130000 sec): 3 clusters
  Score: Raw -196670.998602 + Penalty 2477.683633 = -194193.314969
  nChanged 55
		SP:Iteration 9Q (6875.140000 sec): 3 clusters
  Score: Raw -196712.311999 + Penalty 2477.683633 = -194234.628367
  nChanged 51
		SP:Iteration 10Q (6875.140000 sec): 3 clusters
  Score: Raw -196756.778092 + Penalty 2477.683633 = -194279.094459
  nChanged 48
		SP:Iteration 11Q (6875.150000 sec): 3 clusters
  Score: Raw -196796.145069 + Penalty 2477.683633 = -194318.461436
  nChanged 38
		SP:Iteration 12Q (6875.150000 sec): 3 clusters
  Score: Raw -196829.137920 + Penalty 2477.683633 = -194351.454287
  nChanged 34
		SP:Iteration 13Q (6875.160000 sec): 3 clusters
  Score: Raw -196858.782900 + Penalty 2477.683633 = -194381.099268
  nChanged 29
		SP:Iteration 14Q (6875.160000 sec): 3 clusters
  Score: Raw -196884.531463 + Penalty 2477.683633 = -194406.847830
  nChanged 27
		SP:Iteration 15Q (6875.170000 sec): 3 clusters
  Score: Raw -196906.558801 + Penalty 2477.683633 = -194428.875168
  nChanged 13
		SP:Iteration 16Q (6875.170000 sec): 3 clusters
  Score: Raw -196913.689811 + Penalty 2477.683633 = -194436.006179
  nChanged 10
		SP:Iteration 17Q (6875.170000 sec): 3 clusters
  Score: Raw -196920.360093 + Penalty 2477.683633 = -194442.676460
  nChanged 6
		SP:Iteration 18Q (6875.180000 sec): 3 clusters
  Score: Raw -196924.592620 + Penalty 2477.683633 = -194446.908987
  nChanged 3
		SP:Iteration 19Q (6875.190000 sec): 3 clusters
  Score: Raw -196927.003460 + Penalty 2477.683633 = -194449.319827
  nChanged 3
		SP:Iteration 20F (6875.190000 sec): 3 clusters
  Score: Raw -196928.842185 + Penalty 2477.683633 = -194451.158553
  nChanged 2
		SP:Iteration 21Q (6875.190000 sec): 3 clusters
  Score: Raw -196930.222993 + Penalty 2477.683633 = -194452.539361
  nChanged 2
		SP:Iteration 22Q (6875.200000 sec): 3 clusters
  Score: Raw -196931.120142 + Penalty 2477.683633 = -194453.436510
  nChanged 0
		SP:Iteration 23F (6875.200000 sec): 3 clusters
  Score: Raw -196931.120142 + Penalty 2477.683633 = -194453.436510
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.210000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.210000 sec): 3 clusters
  Score: Raw -127968.921443 + Penalty 2349.226247 = -125619.695196
  nChanged 434
		SP:Iteration 1F (6875.220000 sec): 3 clusters
  Score: Raw -128314.142928 + Penalty 2349.226247 = -125964.916682
  nChanged 108
		SP:Iteration 2F (6875.220000 sec): 3 clusters
  Score: Raw -128426.568059 + Penalty 2349.226247 = -126077.341812
  nChanged 66
		SP:Iteration 3Q (6875.230000 sec): 3 clusters
  Score: Raw -128526.765861 + Penalty 2349.226247 = -126177.539615
  nChanged 68
		SP:Iteration 4Q (6875.230000 sec): 3 clusters
  Score: Raw -128660.707371 + Penalty 2349.226247 = -126311.481125
  nChanged 77
		SP:Iteration 5F (6875.230000 sec): 3 clusters
  Score: Raw -128793.188212 + Penalty 2349.226247 = -126443.961965
  nChanged 53
		SP:Iteration 6Q (6875.230000 sec): 3 clusters
  Score: Raw -128884.944543 + Penalty 2349.226247 = -126535.718297
  nChanged 62
		SP:Iteration 7Q (6875.240000 sec): 3 clusters
  Score: Raw -129009.162791 + Penalty 2349.226247 = -126659.936545
  nChanged 55
		SP:Iteration 8Q (6875.240000 sec): 3 clusters
  Score: Raw -129119.456736 + Penalty 2349.226247 = -126770.230489
  nChanged 58
		SP:Iteration 9Q (6875.240000 sec): 3 clusters
  Score: Raw -129239.117656 + Penalty 2349.226247 = -126889.891409
  nChanged 44
		SP:Iteration 10Q (6875.250000 sec): 3 clusters
  Score: Raw -129293.439053 + Penalty 2349.226247 = -126944.212806
  nChanged 35
		SP:Iteration 11Q (6875.250000 sec): 3 clusters
  Score: Raw -129362.733282 + Penalty 2349.226247 = -127013.507035
  nChanged 32
		SP:Iteration 12Q (6875.250000 sec): 3 clusters
  Score: Raw -129410.672816 + Penalty 2349.226247 = -127061.446569
  nChanged 19
		SP:Iteration 13Q (6875.250000 sec): 3 clusters
  Score: Raw -129432.896107 + Penalty 2349.226247 = -127083.669860
  nChanged 12
		SP:Iteration 14Q (6875.250000 sec): 3 clusters
  Score: Raw -129445.895007 + Penalty 2349.226247 = -127096.668760
  nChanged 5
		SP:Iteration 15Q (6875.260000 sec): 3 clusters
  Score: Raw -129449.180511 + Penalty 2349.226247 = -127099.954264
  nChanged 1
		SP:Iteration 16Q (6875.260000 sec): 3 clusters
  Score: Raw -129450.414986 + Penalty 2349.226247 = -127101.188739
  nChanged 2
		SP:Iteration 17Q (6875.260000 sec): 3 clusters
  Score: Raw -129451.627130 + Penalty 2349.226247 = -127102.400884
  nChanged 2
		SP:Iteration 18Q (6875.270000 sec): 3 clusters
  Score: Raw -129452.940738 + Penalty 2349.226247 = -127103.714491
  nChanged 4
		SP:Iteration 19Q (6875.270000 sec): 3 clusters
  Score: Raw -129455.602615 + Penalty 2349.226247 = -127106.376368
  nChanged 5
		SP:Iteration 20F (6875.270000 sec): 3 clusters
  Score: Raw -129457.749125 + Penalty 2349.226247 = -127108.522878
  nChanged 4
		SP:Iteration 21Q (6875.270000 sec): 3 clusters
  Score: Raw -129460.811709 + Penalty 2349.226247 = -127111.585462
  nChanged 4
		SP:Iteration 22Q (6875.280000 sec): 3 clusters
  Score: Raw -129464.556768 + Penalty 2349.226247 = -127115.330522
  nChanged 4
		SP:Iteration 23Q (6875.280000 sec): 3 clusters
  Score: Raw -129467.196725 + Penalty 2349.226247 = -127117.970478
  nChanged 4
		SP:Iteration 24Q (6875.280000 sec): 3 clusters
  Score: Raw -129469.226514 + Penalty 2349.226247 = -127120.000267
  nChanged 3
		SP:Iteration 25Q (6875.290000 sec): 3 clusters
  Score: Raw -129472.316705 + Penalty 2349.226247 = -127123.090458
  nChanged 5
		SP:Iteration 26Q (6875.290000 sec): 3 clusters
  Score: Raw -129478.826490 + Penalty 2349.226247 = -127129.600243
  nChanged 3
		SP:Iteration 27Q (6875.290000 sec): 3 clusters
  Score: Raw -129480.552140 + Penalty 2349.226247 = -127131.325893
  nChanged 2
		SP:Iteration 28Q (6875.290000 sec): 3 clusters
  Score: Raw -129482.294299 + Penalty 2349.226247 = -127133.068052
  nChanged 2
		SP:Iteration 29Q (6875.300000 sec): 3 clusters
  Score: Raw -129484.112654 + Penalty 2349.226247 = -127134.886407
  nChanged 4
		SP:Iteration 30Q (6875.300000 sec): 3 clusters
  Score: Raw -129488.049983 + Penalty 2349.226247 = -127138.823736
  nChanged 3
		SP:Iteration 31Q (6875.300000 sec): 3 clusters
  Score: Raw -129490.502614 + Penalty 2349.226247 = -127141.276368
  nChanged 1
		SP:Iteration 32Q (6875.300000 sec): 3 clusters
  Score: Raw -129490.679276 + Penalty 2349.226247 = -127141.453030
  nChanged 0
		SP:Iteration 33F (6875.310000 sec): 3 clusters
  Score: Raw -129490.679276 + Penalty 2349.226247 = -127141.453030
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.310000 sec): 2 clusters
  Score: Raw -185706.591669 + Penalty 1224.051338 = -184482.540331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.320000 sec): 3 clusters
  Score: Raw -184920.152780 + Penalty 2448.102676 = -182472.050104
  nChanged 632
		SP:Iteration 1F (6875.330000 sec): 3 clusters
  Score: Raw -185353.501304 + Penalty 2448.102676 = -182905.398628
  nChanged 152
		SP:Iteration 2F (6875.330000 sec): 3 clusters
  Score: Raw -185461.657273 + Penalty 2448.102676 = -183013.554597
  nChanged 91
		SP:Iteration 3Q (6875.330000 sec): 3 clusters
  Score: Raw -185530.097388 + Penalty 2448.102676 = -183081.994712
  nChanged 73
		SP:Iteration 4Q (6875.340000 sec): 3 clusters
  Score: Raw -185581.158020 + Penalty 2448.102676 = -183133.055344
  nChanged 44
		SP:Iteration 5Q (6875.340000 sec): 3 clusters
  Score: Raw -185606.617707 + Penalty 2448.102676 = -183158.515031
  nChanged 33
		SP:Iteration 6Q (6875.350000 sec): 3 clusters
  Score: Raw -185625.441847 + Penalty 2448.102676 = -183177.339171
  nChanged 20
		SP:Iteration 7Q (6875.350000 sec): 3 clusters
  Score: Raw -185637.793725 + Penalty 2448.102676 = -183189.691049
  nChanged 16
		SP:Iteration 8Q (6875.350000 sec): 3 clusters
  Score: Raw -185647.171913 + Penalty 2448.102676 = -183199.069237
  nChanged 16
		SP:Iteration 9Q (6875.360000 sec): 3 clusters
  Score: Raw -185660.315493 + Penalty 2448.102676 = -183212.212817
  nChanged 9
		SP:Iteration 10Q (6875.360000 sec): 3 clusters
  Score: Raw -185665.857143 + Penalty 2448.102676 = -183217.754467
  nChanged 10
		SP:Iteration 11Q (6875.370000 sec): 3 clusters
  Score: Raw -185671.484351 + Penalty 2448.102676 = -183223.381675
  nChanged 10
		SP:Iteration 12Q (6875.370000 sec): 3 clusters
  Score: Raw -185675.660217 + Penalty 2448.102676 = -183227.557541
  nChanged 7
		SP:Iteration 13Q (6875.380000 sec): 3 clusters
  Score: Raw -185679.035906 + Penalty 2448.102676 = -183230.933230
  nChanged 6
		SP:Iteration 14Q (6875.380000 sec): 3 clusters
  Score: Raw -185681.733846 + Penalty 2448.102676 = -183233.631170
  nChanged 9
		SP:Iteration 15Q (6875.390000 sec): 3 clusters
  Score: Raw -185686.976050 + Penalty 2448.102676 = -183238.873374
  nChanged 13
		SP:Iteration 16Q (6875.390000 sec): 3 clusters
  Score: Raw -185696.314871 + Penalty 2448.102676 = -183248.212195
  nChanged 7
		SP:Iteration 17Q (6875.390000 sec): 3 clusters
  Score: Raw -185701.769406 + Penalty 2448.102676 = -183253.666729
  nChanged 6
		SP:Iteration 18Q (6875.400000 sec): 3 clusters
  Score: Raw -185705.361208 + Penalty 2448.102676 = -183257.258532
  nChanged 8
		SP:Iteration 19Q (6875.400000 sec): 3 clusters
  Score: Raw -185710.055880 + Penalty 2448.102676 = -183261.953204
  nChanged 10
		SP:Iteration 20F (6875.410000 sec): 3 clusters
  Score: Raw -185715.426090 + Penalty 2448.102676 = -183267.323414
  nChanged 10
		SP:Iteration 21Q (6875.410000 sec): 3 clusters
  Score: Raw -185720.252167 + Penalty 2448.102676 = -183272.149491
  nChanged 7
		SP:Iteration 22Q (6875.410000 sec): 3 clusters
  Score: Raw -185722.838386 + Penalty 2448.102676 = -183274.735710
  nChanged 2
		SP:Iteration 23Q (6875.420000 sec): 3 clusters
  Score: Raw -185724.500402 + Penalty 2448.102676 = -183276.397726
  nChanged 3
		SP:Iteration 24Q (6875.420000 sec): 3 clusters
  Score: Raw -185726.360312 + Penalty 2448.102676 = -183278.257636
  nChanged 4
		SP:Iteration 25Q (6875.430000 sec): 3 clusters
  Score: Raw -185728.002493 + Penalty 2448.102676 = -183279.899817
  nChanged 2
		SP:Iteration 26Q (6875.430000 sec): 3 clusters
  Score: Raw -185728.564287 + Penalty 2448.102676 = -183280.461611
  nChanged 2
		SP:Iteration 27Q (6875.440000 sec): 3 clusters
  Score: Raw -185729.615054 + Penalty 2448.102676 = -183281.512378
  nChanged 1
		SP:Iteration 28Q (6875.440000 sec): 3 clusters
  Score: Raw -185730.554571 + Penalty 2448.102676 = -183282.451895
  nChanged 3
		SP:Iteration 29Q (6875.450000 sec): 3 clusters
  Score: Raw -185731.544957 + Penalty 2448.102676 = -183283.442281
  nChanged 0
		SP:Iteration 30F (6875.450000 sec): 3 clusters
  Score: Raw -185731.544957 + Penalty 2448.102676 = -183283.442281
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.460000 sec): 2 clusters
  Score: Raw -127508.492309 + Penalty 1179.377498 = -126329.114811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.460000 sec): 3 clusters
  Score: Raw -126972.895598 + Penalty 2358.754995 = -124614.140603
  nChanged 443
		SP:Iteration 1F (6875.460000 sec): 3 clusters
  Score: Raw -127385.351887 + Penalty 2358.754995 = -125026.596892
  nChanged 144
		SP:Iteration 2F (6875.470000 sec): 3 clusters
  Score: Raw -127565.452264 + Penalty 2358.754995 = -125206.697269
  nChanged 101
		SP:Iteration 3F (6875.470000 sec): 3 clusters
  Score: Raw -127727.291420 + Penalty 2358.754995 = -125368.536425
  nChanged 101
		SP:Iteration 4F (6875.470000 sec): 3 clusters
  Score: Raw -127864.732594 + Penalty 2358.754995 = -125505.977599
  nChanged 60
		SP:Iteration 5Q (6875.480000 sec): 3 clusters
  Score: Raw -127938.879966 + Penalty 2358.754995 = -125580.124971
  nChanged 47
		SP:Iteration 6Q (6875.480000 sec): 3 clusters
  Score: Raw -127996.534386 + Penalty 2358.754995 = -125637.779391
  nChanged 34
		SP:Iteration 7Q (6875.480000 sec): 3 clusters
  Score: Raw -128027.745401 + Penalty 2358.754995 = -125668.990406
  nChanged 26
		SP:Iteration 8Q (6875.490000 sec): 3 clusters
  Score: Raw -128062.168641 + Penalty 2358.754995 = -125703.413646
  nChanged 28
		SP:Iteration 9Q (6875.490000 sec): 3 clusters
  Score: Raw -128084.861029 + Penalty 2358.754995 = -125726.106034
  nChanged 23
		SP:Iteration 10Q (6875.490000 sec): 3 clusters
  Score: Raw -128102.913090 + Penalty 2358.754995 = -125744.158095
  nChanged 10
		SP:Iteration 11Q (6875.500000 sec): 3 clusters
  Score: Raw -128114.099990 + Penalty 2358.754995 = -125755.344995
  nChanged 13
		SP:Iteration 12Q (6875.500000 sec): 3 clusters
  Score: Raw -128122.880067 + Penalty 2358.754995 = -125764.125071
  nChanged 7
		SP:Iteration 13Q (6875.500000 sec): 3 clusters
  Score: Raw -128126.382854 + Penalty 2358.754995 = -125767.627859
  nChanged 6
		SP:Iteration 14Q (6875.510000 sec): 3 clusters
  Score: Raw -128130.968351 + Penalty 2358.754995 = -125772.213356
  nChanged 4
		SP:Iteration 15Q (6875.510000 sec): 3 clusters
  Score: Raw -128133.130796 + Penalty 2358.754995 = -125774.375801
  nChanged 1
		SP:Iteration 16Q (6875.510000 sec): 3 clusters
  Score: Raw -128134.021779 + Penalty 2358.754995 = -125775.266784
  nChanged 4
		SP:Iteration 17Q (6875.510000 sec): 3 clusters
  Score: Raw -128135.382131 + Penalty 2358.754995 = -125776.627136
  nChanged 2
		SP:Iteration 18Q (6875.520000 sec): 3 clusters
  Score: Raw -128136.629817 + Penalty 2358.754995 = -125777.874822
  nChanged 2
		SP:Iteration 19Q (6875.520000 sec): 3 clusters
  Score: Raw -128137.905419 + Penalty 2358.754995 = -125779.150424
  nChanged 1
		SP:Iteration 20F (6875.520000 sec): 3 clusters
  Score: Raw -128138.398054 + Penalty 2358.754995 = -125779.643059
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.530000 sec): 2 clusters
  Score: Raw -178646.578994 + Penalty 1249.894234 = -177396.684760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.540000 sec): 3 clusters
  Score: Raw -177687.881339 + Penalty 2499.788467 = -175188.092871
  nChanged 803
		SP:Iteration 1F (6875.550000 sec): 3 clusters
  Score: Raw -178464.462533 + Penalty 2499.788467 = -175964.674066
  nChanged 242
		SP:Iteration 2F (6875.550000 sec): 3 clusters
  Score: Raw -178832.957723 + Penalty 2499.788467 = -176333.169256
  nChanged 180
		SP:Iteration 3F (6875.550000 sec): 3 clusters
  Score: Raw -179084.028430 + Penalty 2499.788467 = -176584.239962
  nChanged 136
		SP:Iteration 4F (6875.560000 sec): 3 clusters
  Score: Raw -179316.938246 + Penalty 2499.788467 = -176817.149778
  nChanged 106
		SP:Iteration 5Q (6875.570000 sec): 3 clusters
  Score: Raw -179451.016244 + Penalty 2499.788467 = -176951.227777
  nChanged 66
		SP:Iteration 6Q (6875.570000 sec): 3 clusters
  Score: Raw -179501.576531 + Penalty 2499.788467 = -177001.788063
  nChanged 46
		SP:Iteration 7Q (6875.570000 sec): 3 clusters
  Score: Raw -179528.135469 + Penalty 2499.788467 = -177028.347002
  nChanged 25
		SP:Iteration 8Q (6875.580000 sec): 3 clusters
  Score: Raw -179542.344160 + Penalty 2499.788467 = -177042.555693
  nChanged 19
		SP:Iteration 9Q (6875.580000 sec): 3 clusters
  Score: Raw -179551.343992 + Penalty 2499.788467 = -177051.555525
  nChanged 16
		SP:Iteration 10Q (6875.590000 sec): 3 clusters
  Score: Raw -179559.491203 + Penalty 2499.788467 = -177059.702736
  nChanged 8
		SP:Iteration 11Q (6875.590000 sec): 3 clusters
  Score: Raw -179562.430383 + Penalty 2499.788467 = -177062.641916
  nChanged 4
		SP:Iteration 12Q (6875.600000 sec): 3 clusters
  Score: Raw -179564.120983 + Penalty 2499.788467 = -177064.332515
  nChanged 5
		SP:Iteration 13Q (6875.600000 sec): 3 clusters
  Score: Raw -179567.158974 + Penalty 2499.788467 = -177067.370506
  nChanged 4
		SP:Iteration 14Q (6875.610000 sec): 3 clusters
  Score: Raw -179569.819748 + Penalty 2499.788467 = -177070.031281
  nChanged 2
		SP:Iteration 15Q (6875.610000 sec): 3 clusters
  Score: Raw -179570.884199 + Penalty 2499.788467 = -177071.095731
  nChanged 1
		SP:Iteration 16Q (6875.610000 sec): 3 clusters
  Score: Raw -179571.263059 + Penalty 2499.788467 = -177071.474592
  nChanged 0
		SP:Iteration 17F (6875.620000 sec): 3 clusters
  Score: Raw -179571.263059 + Penalty 2499.788467 = -177071.474592
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.630000 sec): 2 clusters
  Score: Raw -219765.706372 + Penalty 1257.291763 = -218508.414609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.630000 sec): 3 clusters
  Score: Raw -218779.226186 + Penalty 2514.583525 = -216264.642661
  nChanged 789
		SP:Iteration 1F (6875.640000 sec): 3 clusters
  Score: Raw -219246.665717 + Penalty 2514.583525 = -216732.082192
  nChanged 171
		SP:Iteration 2F (6875.650000 sec): 3 clusters
  Score: Raw -219368.798965 + Penalty 2514.583525 = -216854.215440
  nChanged 113
		SP:Iteration 3Q (6875.650000 sec): 3 clusters
  Score: Raw -219448.549349 + Penalty 2514.583525 = -216933.965824
  nChanged 94
		SP:Iteration 4Q (6875.660000 sec): 3 clusters
  Score: Raw -219511.975589 + Penalty 2514.583525 = -216997.392064
  nChanged 83
		SP:Iteration 5Q (6875.660000 sec): 3 clusters
  Score: Raw -219562.705369 + Penalty 2514.583525 = -217048.121843
  nChanged 68
		SP:Iteration 6Q (6875.670000 sec): 3 clusters
  Score: Raw -219605.570281 + Penalty 2514.583525 = -217090.986756
  nChanged 58
		SP:Iteration 7Q (6875.670000 sec): 3 clusters
  Score: Raw -219636.517531 + Penalty 2514.583525 = -217121.934006
  nChanged 54
		SP:Iteration 8Q (6875.680000 sec): 3 clusters
  Score: Raw -219666.436121 + Penalty 2514.583525 = -217151.852596
  nChanged 51
		SP:Iteration 9Q (6875.690000 sec): 3 clusters
  Score: Raw -219695.413753 + Penalty 2514.583525 = -217180.830228
  nChanged 37
		SP:Iteration 10Q (6875.690000 sec): 3 clusters
  Score: Raw -219714.719289 + Penalty 2514.583525 = -217200.135764
  nChanged 36
		SP:Iteration 11Q (6875.690000 sec): 3 clusters
  Score: Raw -219741.264708 + Penalty 2514.583525 = -217226.681183
  nChanged 41
		SP:Iteration 12Q (6875.700000 sec): 3 clusters
  Score: Raw -219764.792368 + Penalty 2514.583525 = -217250.208843
  nChanged 32
		SP:Iteration 13Q (6875.710000 sec): 3 clusters
  Score: Raw -219785.565748 + Penalty 2514.583525 = -217270.982223
  nChanged 41
		SP:Iteration 14Q (6875.710000 sec): 3 clusters
  Score: Raw -219815.242791 + Penalty 2514.583525 = -217300.659266
  nChanged 42
		SP:Iteration 15Q (6875.720000 sec): 3 clusters
  Score: Raw -219839.568681 + Penalty 2514.583525 = -217324.985156
  nChanged 25
		SP:Iteration 16Q (6875.720000 sec): 3 clusters
  Score: Raw -219855.302004 + Penalty 2514.583525 = -217340.718479
  nChanged 29
		SP:Iteration 17Q (6875.730000 sec): 3 clusters
  Score: Raw -219871.697758 + Penalty 2514.583525 = -217357.114232
  nChanged 26
		SP:Iteration 18Q (6875.730000 sec): 3 clusters
  Score: Raw -219887.104640 + Penalty 2514.583525 = -217372.521114
  nChanged 22
		SP:Iteration 19Q (6875.740000 sec): 3 clusters
  Score: Raw -219900.183896 + Penalty 2514.583525 = -217385.600370
  nChanged 21
		SP:Iteration 20F (6875.740000 sec): 3 clusters
  Score: Raw -219914.942138 + Penalty 2514.583525 = -217400.358612
  nChanged 24
		SP:Iteration 21Q (6875.750000 sec): 3 clusters
  Score: Raw -219931.328297 + Penalty 2514.583525 = -217416.744772
  nChanged 22
		SP:Iteration 22Q (6875.750000 sec): 3 clusters
  Score: Raw -219944.058340 + Penalty 2514.583525 = -217429.474815
  nChanged 13
		SP:Iteration 23Q (6875.760000 sec): 3 clusters
  Score: Raw -219953.001334 + Penalty 2514.583525 = -217438.417809
  nChanged 19
		SP:Iteration 24Q (6875.760000 sec): 3 clusters
  Score: Raw -219966.042506 + Penalty 2514.583525 = -217451.458981
  nChanged 22
		SP:Iteration 25Q (6875.770000 sec): 3 clusters
  Score: Raw -219982.741715 + Penalty 2514.583525 = -217468.158190
  nChanged 23
		SP:Iteration 26Q (6875.770000 sec): 3 clusters
  Score: Raw -219998.124435 + Penalty 2514.583525 = -217483.540910
  nChanged 20
		SP:Iteration 27Q (6875.780000 sec): 3 clusters
  Score: Raw -220013.571816 + Penalty 2514.583525 = -217498.988291
  nChanged 20
		SP:Iteration 28Q (6875.790000 sec): 3 clusters
  Score: Raw -220032.792000 + Penalty 2514.583525 = -217518.208475
  nChanged 17
		SP:Iteration 29Q (6875.790000 sec): 3 clusters
  Score: Raw -220049.660109 + Penalty 2514.583525 = -217535.076583
  nChanged 20
		SP:Iteration 30Q (6875.790000 sec): 3 clusters
  Score: Raw -220064.056637 + Penalty 2514.583525 = -217549.473112
  nChanged 10
		SP:Iteration 31Q (6875.800000 sec): 3 clusters
  Score: Raw -220070.283950 + Penalty 2514.583525 = -217555.700424
  nChanged 5
		SP:Iteration 32Q (6875.810000 sec): 3 clusters
  Score: Raw -220073.335335 + Penalty 2514.583525 = -217558.751810
  nChanged 5
		SP:Iteration 33Q (6875.810000 sec): 3 clusters
  Score: Raw -220075.377013 + Penalty 2514.583525 = -217560.793488
  nChanged 3
		SP:Iteration 34Q (6875.810000 sec): 3 clusters
  Score: Raw -220076.789908 + Penalty 2514.583525 = -217562.206383
  nChanged 3
		SP:Iteration 35Q (6875.820000 sec): 3 clusters
  Score: Raw -220079.405275 + Penalty 2514.583525 = -217564.821750
  nChanged 5
		SP:Iteration 36Q (6875.830000 sec): 3 clusters
  Score: Raw -220081.966190 + Penalty 2514.583525 = -217567.382664
  nChanged 3
		SP:Iteration 37Q (6875.830000 sec): 3 clusters
  Score: Raw -220085.731313 + Penalty 2514.583525 = -217571.147788
  nChanged 4
		SP:Iteration 38Q (6875.840000 sec): 3 clusters
  Score: Raw -220088.729923 + Penalty 2514.583525 = -217574.146397
  nChanged 2
		SP:Iteration 39Q (6875.840000 sec): 3 clusters
  Score: Raw -220090.351836 + Penalty 2514.583525 = -217575.768311
  nChanged 3
		SP:Iteration 40F (6875.850000 sec): 3 clusters
  Score: Raw -220095.555334 + Penalty 2514.583525 = -217580.971809
  nChanged 3
		SP:Iteration 41Q (6875.850000 sec): 3 clusters
  Score: Raw -220098.728917 + Penalty 2514.583525 = -217584.145391
  nChanged 4
		SP:Iteration 42Q (6875.860000 sec): 3 clusters
  Score: Raw -220102.548073 + Penalty 2514.583525 = -217587.964548
  nChanged 3
		SP:Iteration 43Q (6875.860000 sec): 3 clusters
  Score: Raw -220105.344928 + Penalty 2514.583525 = -217590.761402
  nChanged 1
		SP:Iteration 44Q (6875.870000 sec): 3 clusters
  Score: Raw -220106.223341 + Penalty 2514.583525 = -217591.639815
  nChanged 1
		SP:Iteration 45Q (6875.870000 sec): 3 clusters
  Score: Raw -220106.948509 + Penalty 2514.583525 = -217592.364984
  nChanged 1
		SP:Iteration 46Q (6875.880000 sec): 3 clusters
  Score: Raw -220107.242900 + Penalty 2514.583525 = -217592.659375
  nChanged 0
		SP:Iteration 47F (6875.880000 sec): 3 clusters
  Score: Raw -220107.242900 + Penalty 2514.583525 = -217592.659375
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.890000 sec): 2 clusters
  Score: Raw -244353.543579 + Penalty 1266.256700 = -243087.286878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.900000 sec): 3 clusters
  Score: Raw -243240.766613 + Penalty 2532.513400 = -240708.253213
  nChanged 894
		SP:Iteration 1F (6875.910000 sec): 3 clusters
  Score: Raw -243794.365437 + Penalty 2532.513400 = -241261.852037
  nChanged 183
		SP:Iteration 2F (6875.910000 sec): 3 clusters
  Score: Raw -243897.184305 + Penalty 2532.513400 = -241364.670904
  nChanged 116
		SP:Iteration 3Q (6875.910000 sec): 3 clusters
  Score: Raw -243969.066117 + Penalty 2532.513400 = -241436.552716
  nChanged 99
		SP:Iteration 4Q (6875.920000 sec): 3 clusters
  Score: Raw -244036.816346 + Penalty 2532.513400 = -241504.302946
  nChanged 88
		SP:Iteration 5Q (6875.930000 sec): 3 clusters
  Score: Raw -244093.309818 + Penalty 2532.513400 = -241560.796418
  nChanged 77
		SP:Iteration 6Q (6875.930000 sec): 3 clusters
  Score: Raw -244148.678127 + Penalty 2532.513400 = -241616.164727
  nChanged 73
		SP:Iteration 7Q (6875.940000 sec): 3 clusters
  Score: Raw -244205.811397 + Penalty 2532.513400 = -241673.297997
  nChanged 82
		SP:Iteration 8Q (6875.940000 sec): 3 clusters
  Score: Raw -244281.695952 + Penalty 2532.513400 = -241749.182552
  nChanged 76
		SP:Iteration 9Q (6875.950000 sec): 3 clusters
  Score: Raw -244361.714489 + Penalty 2532.513400 = -241829.201089
  nChanged 80
		SP:Iteration 10Q (6875.950000 sec): 3 clusters
  Score: Raw -244458.692940 + Penalty 2532.513400 = -241926.179540
  nChanged 87
		SP:Iteration 11Q (6875.960000 sec): 3 clusters
  Score: Raw -244580.447424 + Penalty 2532.513400 = -242047.934024
  nChanged 91
		SP:Iteration 12Q (6875.970000 sec): 3 clusters
  Score: Raw -244703.976160 + Penalty 2532.513400 = -242171.462760
  nChanged 99
		SP:Iteration 13Q (6875.970000 sec): 3 clusters
  Score: Raw -244826.475764 + Penalty 2532.513400 = -242293.962364
  nChanged 59
		SP:Iteration 14Q (6875.980000 sec): 3 clusters
  Score: Raw -244886.376027 + Penalty 2532.513400 = -242353.862627
  nChanged 54
		SP:Iteration 15Q (6875.980000 sec): 3 clusters
  Score: Raw -244937.262558 + Penalty 2532.513400 = -242404.749158
  nChanged 36
		SP:Iteration 16Q (6875.990000 sec): 3 clusters
  Score: Raw -244973.252662 + Penalty 2532.513400 = -242440.739262
  nChanged 28
		SP:Iteration 17Q (6875.990000 sec): 3 clusters
  Score: Raw -245001.623028 + Penalty 2532.513400 = -242469.109628
  nChanged 25
		SP:Iteration 18Q (6876.000000 sec): 3 clusters
  Score: Raw -245020.382322 + Penalty 2532.513400 = -242487.868922
  nChanged 14
		SP:Iteration 19Q (6876.000000 sec): 3 clusters
  Score: Raw -245032.374464 + Penalty 2532.513400 = -242499.861063
  nChanged 13
		SP:Iteration 20F (6876.010000 sec): 3 clusters
  Score: Raw -245042.996538 + Penalty 2532.513400 = -242510.483138
  nChanged 6
		SP:Iteration 21Q (6876.010000 sec): 3 clusters
  Score: Raw -245045.127772 + Penalty 2532.513400 = -242512.614372
  nChanged 5
		SP:Iteration 22Q (6876.020000 sec): 3 clusters
  Score: Raw -245047.551480 + Penalty 2532.513400 = -242515.038080
  nChanged 2
		SP:Iteration 23Q (6876.020000 sec): 3 clusters
  Score: Raw -245048.436485 + Penalty 2532.513400 = -242515.923085
  nChanged 0
		SP:Iteration 24F (6876.030000 sec): 3 clusters
  Score: Raw -245048.436485 + Penalty 2532.513400 = -242515.923085
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6876.040000 sec): 2 clusters
  Score: Raw -155349.892540 + Penalty 1207.682436 = -154142.210104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6876.040000 sec): 3 clusters
  Score: Raw -154690.691357 + Penalty 2415.364873 = -152275.326484
  nChanged 604
		SP:Iteration 1F (6876.050000 sec): 3 clusters
  Score: Raw -155157.057393 + Penalty 2415.364873 = -152741.692520
  nChanged 145
		SP:Iteration 2F (6876.050000 sec): 3 clusters
  Score: Raw -155294.850897 + Penalty 2415.364873 = -152879.486024
  nChanged 100
		SP:Iteration 3F (6876.050000 sec): 3 clusters
  Score: Raw -155390.183470 + Penalty 2415.364873 = -152974.818597
  nChanged 73
		SP:Iteration 4Q (6876.060000 sec): 3 clusters
  Score: Raw -155460.371216 + Penalty 2415.364873 = -153045.006343
  nChanged 58
		SP:Iteration 5Q (6876.060000 sec): 3 clusters
  Score: Raw -155512.445852 + Penalty 2415.364873 = -153097.080979
  nChanged 44
		SP:Iteration 6Q (6876.070000 sec): 3 clusters
  Score: Raw -155548.928292 + Penalty 2415.364873 = -153133.563419
  nChanged 35
		SP:Iteration 7Q (6876.070000 sec): 3 clusters
  Score: Raw -155573.636024 + Penalty 2415.364873 = -153158.271151
  nChanged 22
		SP:Iteration 8Q (6876.070000 sec): 3 clusters
  Score: Raw -155585.991068 + Penalty 2415.364873 = -153170.626195
  nChanged 12
		SP:Iteration 9Q (6876.080000 sec): 3 clusters
  Score: Raw -155591.153104 + Penalty 2415.364873 = -153175.788231
  nChanged 9
		SP:Iteration 10Q (6876.080000 sec): 3 clusters
  Score: Raw -155594.849831 + Penalty 2415.364873 = -153179.484958
  nChanged 5
		SP:Iteration 11Q (6876.090000 sec): 3 clusters
  Score: Raw -155597.209172 + Penalty 2415.364873 = -153181.844299
  nChanged 3
		SP:Iteration 12Q (6876.090000 sec): 3 clusters
  Score: Raw -155600.313258 + Penalty 2415.364873 = -153184.948385
  nChanged 6
		SP:Iteration 13Q (6876.090000 sec): 3 clusters
  Score: Raw -155604.162586 + Penalty 2415.364873 = -153188.797713
  nChanged 2
		SP:Iteration 14Q (6876.100000 sec): 3 clusters
  Score: Raw -155606.250581 + Penalty 2415.364873 = -153190.885708
  nChanged 5
		SP:Iteration 15Q (6876.100000 sec): 3 clusters
  Score: Raw -155608.698967 + Penalty 2415.364873 = -153193.334094
  nChanged 4
		SP:Iteration 16Q (6876.110000 sec): 3 clusters
  Score: Raw -155612.767509 + Penalty 2415.364873 = -153197.402636
  nChanged 5
		SP:Iteration 17Q (6876.110000 sec): 3 clusters
  Score: Raw -155617.498382 + Penalty 2415.364873 = -153202.133509
  nChanged 7
		SP:Iteration 18Q (6876.110000 sec): 3 clusters
  Score: Raw -155623.790244 + Penalty 2415.364873 = -153208.425371
  nChanged 8
		SP:Iteration 19Q (6876.110000 sec): 3 clusters
  Score: Raw -155628.307239 + Penalty 2415.364873 = -153212.942367
  nChanged 4
		SP:Iteration 20F (6876.120000 sec): 3 clusters
  Score: Raw -155631.100978 + Penalty 2415.364873 = -153215.736105
  nChanged 3
		SP:Iteration 21Q (6876.120000 sec): 3 clusters
  Score: Raw -155632.979771 + Penalty 2415.364873 = -153217.614898
  nChanged 4
		SP:Iteration 22Q (6876.130000 sec): 3 clusters
  Score: Raw -155634.344007 + Penalty 2415.364873 = -153218.979134
  nChanged 4
		SP:Iteration 23Q (6876.130000 sec): 3 clusters
  Score: Raw -155637.727619 + Penalty 2415.364873 = -153222.362746
  nChanged 5
		SP:Iteration 24Q (6876.130000 sec): 3 clusters
  Score: Raw -155641.781044 + Penalty 2415.364873 = -153226.416171
  nChanged 6
		SP:Iteration 25Q (6876.140000 sec): 3 clusters
  Score: Raw -155645.898406 + Penalty 2415.364873 = -153230.533533
  nChanged 7
		SP:Iteration 26Q (6876.140000 sec): 3 clusters
  Score: Raw -155651.090305 + Penalty 2415.364873 = -153235.725432
  nChanged 4
		SP:Iteration 27Q (6876.150000 sec): 3 clusters
  Score: Raw -155654.986219 + Penalty 2415.364873 = -153239.621346
  nChanged 3
		SP:Iteration 28Q (6876.150000 sec): 3 clusters
  Score: Raw -155656.045339 + Penalty 2415.364873 = -153240.680466
  nChanged 2
		SP:Iteration 29Q (6876.150000 sec): 3 clusters
  Score: Raw -155657.504624 + Penalty 2415.364873 = -153242.139751
  nChanged 1
		SP:Iteration 30Q (6876.160000 sec): 3 clusters
  Score: Raw -155658.181671 + Penalty 2415.364873 = -153242.816798
  nChanged 1
		SP:Iteration 31Q (6876.160000 sec): 3 clusters
  Score: Raw -155658.657660 + Penalty 2415.364873 = -153243.292787
  nChanged 1
		SP:Iteration 32Q (6876.170000 sec): 3 clusters
  Score: Raw -155659.161473 + Penalty 2415.364873 = -153243.796600
  nChanged 0
		SP:Iteration 33F (6876.170000 sec): 3 clusters
  Score: Raw -155659.161473 + Penalty 2415.364873 = -153243.796600
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6876.190000 sec): 2 clusters
  Score: Raw -408928.326860 + Penalty 1354.663453 = -407573.663407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6876.190000 sec): 3 clusters
  Score: Raw -406855.993402 + Penalty 2709.326906 = -404146.666496
  nChanged 1625
		SP:Iteration 1F (6876.210000 sec): 3 clusters
  Score: Raw -407791.482553 + Penalty 2709.326906 = -405082.155647
  nChanged 320
		SP:Iteration 2F (6876.210000 sec): 3 clusters
  Score: Raw -407972.828054 + Penalty 2709.326906 = -405263.501147
  nChanged 228
		SP:Iteration 3F (6876.230000 sec): 3 clusters
  Score: Raw -408101.311008 + Penalty 2709.326906 = -405391.984102
  nChanged 181
		SP:Iteration 4Q (6876.230000 sec): 3 clusters
  Score: Raw -408238.738012 + Penalty 2709.326906 = -405529.411106
  nChanged 179
		SP:Iteration 5Q (6876.250000 sec): 3 clusters
  Score: Raw -408363.565949 + Penalty 2709.326906 = -405654.239043
  nChanged 178
		SP:Iteration 6Q (6876.250000 sec): 3 clusters
  Score: Raw -408495.630503 + Penalty 2709.326906 = -405786.303597
  nChanged 177
		SP:Iteration 7Q (6876.260000 sec): 3 clusters
  Score: Raw -408636.669877 + Penalty 2709.326906 = -405927.342971
  nChanged 202
		SP:Iteration 8Q (6876.270000 sec): 3 clusters
  Score: Raw -408798.632921 + Penalty 2709.326906 = -406089.306015
  nChanged 184
		SP:Iteration 9Q (6876.280000 sec): 3 clusters
  Score: Raw -408961.911601 + Penalty 2709.326906 = -406252.584695
  nChanged 189
		SP:Iteration 10Q (6876.290000 sec): 3 clusters
  Score: Raw -409152.037903 + Penalty 2709.326906 = -406442.710996
  nChanged 189
		SP:Iteration 11Q (6876.300000 sec): 3 clusters
  Score: Raw -409339.600569 + Penalty 2709.326906 = -406630.273662
  nChanged 168
		SP:Iteration 12Q (6876.310000 sec): 3 clusters
  Score: Raw -409505.008267 + Penalty 2709.326906 = -406795.681361
  nChanged 151
		SP:Iteration 13Q (6876.320000 sec): 3 clusters
  Score: Raw -409651.656464 + Penalty 2709.326906 = -406942.329558
  nChanged 121
		SP:Iteration 14Q (6876.330000 sec): 3 clusters
  Score: Raw -409762.920021 + Penalty 2709.326906 = -407053.593115
  nChanged 91
		SP:Iteration 15Q (6876.340000 sec): 3 clusters
  Score: Raw -409840.436881 + Penalty 2709.326906 = -407131.109975
  nChanged 70
		SP:Iteration 16Q (6876.350000 sec): 3 clusters
  Score: Raw -409884.232326 + Penalty 2709.326906 = -407174.905420
  nChanged 48
		SP:Iteration 17Q (6876.350000 sec): 3 clusters
  Score: Raw -409907.340680 + Penalty 2709.326906 = -407198.013774
  nChanged 32
		SP:Iteration 18Q (6876.360000 sec): 3 clusters
  Score: Raw -409923.066029 + Penalty 2709.326906 = -407213.739123
  nChanged 23
		SP:Iteration 19Q (6876.370000 sec): 3 clusters
  Score: Raw -409931.984597 + Penalty 2709.326906 = -407222.657691
  nChanged 12
		SP:Iteration 20F (6876.380000 sec): 3 clusters
  Score: Raw -409936.065639 + Penalty 2709.326906 = -407226.738733
  nChanged 13
		SP:Iteration 21Q (6876.390000 sec): 3 clusters
  Score: Raw -409939.223837 + Penalty 2709.326906 = -407229.896931
  nChanged 3
		SP:Iteration 22Q (6876.400000 sec): 3 clusters
  Score: Raw -409939.829989 + Penalty 2709.326906 = -407230.503082
  nChanged 2
		SP:Iteration 23Q (6876.410000 sec): 3 clusters
  Score: Raw -409940.511025 + Penalty 2709.326906 = -407231.184119
  nChanged 2
		SP:Iteration 24Q (6876.410000 sec): 3 clusters
  Score: Raw -409941.016914 + Penalty 2709.326906 = -407231.690008
  nChanged 0
		SP:Iteration 25F (6876.420000 sec): 3 clusters
  Score: Raw -409941.016914 + Penalty 2709.326906 = -407231.690008
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6876.440000 sec): 2 clusters
  Score: Raw -255873.004011 + Penalty 1285.590153 = -254587.413858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6876.440000 sec): 3 clusters
  Score: Raw -254621.169969 + Penalty 2571.180306 = -252049.989663
  nChanged 1044
		SP:Iteration 1F (6876.450000 sec): 3 clusters
  Score: Raw -255254.286650 + Penalty 2571.180306 = -252683.106343
  nChanged 236
		SP:Iteration 2F (6876.460000 sec): 3 clusters
  Score: Raw -255423.240315 + Penalty 2571.180306 = -252852.060009
  nChanged 149
		SP:Iteration 3F (6876.460000 sec): 3 clusters
  Score: Raw -255532.161251 + Penalty 2571.180306 = -252960.980945
  nChanged 128
		SP:Iteration 4Q (6876.470000 sec): 3 clusters
  Score: Raw -255620.097686 + Penalty 2571.180306 = -253048.917380
  nChanged 98
		SP:Iteration 5Q (6876.470000 sec): 3 clusters
  Score: Raw -255680.343821 + Penalty 2571.180306 = -253109.163515
  nChanged 86
		SP:Iteration 6Q (6876.480000 sec): 3 clusters
  Score: Raw -255738.499570 + Penalty 2571.180306 = -253167.319264
  nChanged 77
		SP:Iteration 7Q (6876.490000 sec): 3 clusters
  Score: Raw -255789.976098 + Penalty 2571.180306 = -253218.795791
  nChanged 71
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -255829.160100 + Penalty 2571.180306 = -253257.979794
  nChanged 51
		SP:Iteration 9Q (6876.500000 sec): 3 clusters
  Score: Raw -255858.089269 + Penalty 2571.180306 = -253286.908963
  nChanged 48
		SP:Iteration 10Q (6876.510000 sec): 3 clusters
  Score: Raw -255885.851703 + Penalty 2571.180306 = -253314.671396
  nChanged 51
		SP:Iteration 11Q (6876.510000 sec): 3 clusters
  Score: Raw -255918.211932 + Penalty 2571.180306 = -253347.031626
  nChanged 51
		SP:Iteration 12Q (6876.520000 sec): 3 clusters
  Score: Raw -255954.452005 + Penalty 2571.180306 = -253383.271698
  nChanged 48
		SP:Iteration 13Q (6876.530000 sec): 3 clusters
  Score: Raw -255991.812223 + Penalty 2571.180306 = -253420.631917
  nChanged 50
		SP:Iteration 14Q (6876.530000 sec): 3 clusters
  Score: Raw -256028.065427 + Penalty 2571.180306 = -253456.885121
  nChanged 43
		SP:Iteration 15Q (6876.540000 sec): 3 clusters
  Score: Raw -256067.074250 + Penalty 2571.180306 = -253495.893943
  nChanged 40
		SP:Iteration 16Q (6876.550000 sec): 3 clusters
  Score: Raw -256094.205072 + Penalty 2571.180306 = -253523.024766
  nChanged 40
		SP:Iteration 17Q (6876.550000 sec): 3 clusters
  Score: Raw -256123.987977 + Penalty 2571.180306 = -253552.807671
  nChanged 38
		SP:Iteration 18Q (6876.560000 sec): 3 clusters
  Score: Raw -256150.633921 + Penalty 2571.180306 = -253579.453615
  nChanged 27
		SP:Iteration 19Q (6876.570000 sec): 3 clusters
  Score: Raw -256166.673848 + Penalty 2571.180306 = -253595.493542
  nChanged 19
		SP:Iteration 20F (6876.570000 sec): 3 clusters
  Score: Raw -256179.756887 + Penalty 2571.180306 = -253608.576581
  nChanged 19
		SP:Iteration 21Q (6876.580000 sec): 3 clusters
  Score: Raw -256194.869296 + Penalty 2571.180306 = -253623.688990
  nChanged 17
		SP:Iteration 22Q (6876.580000 sec): 3 clusters
  Score: Raw -256207.222662 + Penalty 2571.180306 = -253636.042356
  nChanged 11
		SP:Iteration 23Q (6876.590000 sec): 3 clusters
  Score: Raw -256212.301478 + Penalty 2571.180306 = -253641.121172
  nChanged 8
		SP:Iteration 24Q (6876.600000 sec): 3 clusters
  Score: Raw -256215.701432 + Penalty 2571.180306 = -253644.521126
  nChanged 8
		SP:Iteration 25Q (6876.600000 sec): 3 clusters
  Score: Raw -256220.564175 + Penalty 2571.180306 = -253649.383868
  nChanged 8
		SP:Iteration 26Q (6876.610000 sec): 3 clusters
  Score: Raw -256224.399581 + Penalty 2571.180306 = -253653.219275
  nChanged 7
		SP:Iteration 27Q (6876.610000 sec): 3 clusters
  Score: Raw -256227.592868 + Penalty 2571.180306 = -253656.412562
  nChanged 5
		SP:Iteration 28Q (6876.620000 sec): 3 clusters
  Score: Raw -256229.606537 + Penalty 2571.180306 = -253658.426230
  nChanged 5
		SP:Iteration 29Q (6876.630000 sec): 3 clusters
  Score: Raw -256231.280372 + Penalty 2571.180306 = -253660.100066
  nChanged 1
		SP:Iteration 30Q (6876.630000 sec): 3 clusters
  Score: Raw -256231.531016 + Penalty 2571.180306 = -253660.350710
  nChanged 0
		SP:Iteration 31F (6876.640000 sec): 3 clusters
  Score: Raw -256231.531016 + Penalty 2571.180306 = -253660.350710
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6876.650000 sec): 2 clusters
  Score: Raw -207744.218296 + Penalty 1251.077132 = -206493.141163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6876.650000 sec): 3 clusters
  Score: Raw -206795.906184 + Penalty 2502.154265 = -204293.751919
  nChanged 794
		SP:Iteration 1F (6876.660000 sec): 3 clusters
  Score: Raw -207359.530040 + Penalty 2502.154265 = -204857.375775
  nChanged 195
		SP:Iteration 2F (6876.660000 sec): 3 clusters
  Score: Raw -207542.364617 + Penalty 2502.154265 = -205040.210352
  nChanged 147
		SP:Iteration 3F (6876.670000 sec): 3 clusters
  Score: Raw -207673.311767 + Penalty 2502.154265 = -205171.157502
  nChanged 110
		SP:Iteration 4Q (6876.670000 sec): 3 clusters
  Score: Raw -207782.013504 + Penalty 2502.154265 = -205279.859239
  nChanged 102
		SP:Iteration 5Q (6876.680000 sec): 3 clusters
  Score: Raw -207894.283878 + Penalty 2502.154265 = -205392.129613
  nChanged 95
		SP:Iteration 6Q (6876.680000 sec): 3 clusters
  Score: Raw -207997.029682 + Penalty 2502.154265 = -205494.875417
  nChanged 78
		SP:Iteration 7Q (6876.690000 sec): 3 clusters
  Score: Raw -208080.884312 + Penalty 2502.154265 = -205578.730047
  nChanged 76
		SP:Iteration 8Q (6876.690000 sec): 3 clusters
  Score: Raw -208154.701980 + Penalty 2502.154265 = -205652.547715
  nChanged 54
		SP:Iteration 9Q (6876.700000 sec): 3 clusters
  Score: Raw -208207.189725 + Penalty 2502.154265 = -205705.035460
  nChanged 40
		SP:Iteration 10Q (6876.700000 sec): 3 clusters
  Score: Raw -208242.902837 + Penalty 2502.154265 = -205740.748572
  nChanged 33
		SP:Iteration 11Q (6876.710000 sec): 3 clusters
  Score: Raw -208264.988349 + Penalty 2502.154265 = -205762.834084
  nChanged 20
		SP:Iteration 12Q (6876.710000 sec): 3 clusters
  Score: Raw -208276.579274 + Penalty 2502.154265 = -205774.425009
  nChanged 14
		SP:Iteration 13Q (6876.720000 sec): 3 clusters
  Score: Raw -208285.354335 + Penalty 2502.154265 = -205783.200070
  nChanged 12
		SP:Iteration 14Q (6876.720000 sec): 3 clusters
  Score: Raw -208293.371236 + Penalty 2502.154265 = -205791.216971
  nChanged 7
		SP:Iteration 15Q (6876.730000 sec): 3 clusters
  Score: Raw -208299.076556 + Penalty 2502.154265 = -205796.922291
  nChanged 3
		SP:Iteration 16Q (6876.730000 sec): 3 clusters
  Score: Raw -208301.302068 + Penalty 2502.154265 = -205799.147803
  nChanged 4
		SP:Iteration 17Q (6876.740000 sec): 3 clusters
  Score: Raw -208303.406024 + Penalty 2502.154265 = -205801.251759
  nChanged 3
		SP:Iteration 18Q (6876.740000 sec): 3 clusters
  Score: Raw -208305.209464 + Penalty 2502.154265 = -205803.055199
  nChanged 4
		SP:Iteration 19Q (6876.750000 sec): 3 clusters
  Score: Raw -208307.104890 + Penalty 2502.154265 = -205804.950625
  nChanged 6
		SP:Iteration 20F (6876.750000 sec): 3 clusters
  Score: Raw -208311.244693 + Penalty 2502.154265 = -205809.090428
  nChanged 4
		SP:Iteration 21Q (6876.750000 sec): 3 clusters
  Score: Raw -208312.389400 + Penalty 2502.154265 = -205810.235135
  nChanged 1
		SP:Iteration 22Q (6876.760000 sec): 3 clusters
  Score: Raw -208313.650947 + Penalty 2502.154265 = -205811.496683
  nChanged 2
		SP:Iteration 23Q (6876.770000 sec): 3 clusters
  Score: Raw -208314.654474 + Penalty 2502.154265 = -205812.500209
  nChanged 0
		SP:Iteration 24F (6876.770000 sec): 3 clusters
  Score: Raw -208314.654474 + Penalty 2502.154265 = -205812.500209
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6876.790000 sec): 2 clusters
  Score: Raw -393714.794889 + Penalty 1351.637002 = -392363.157887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6876.790000 sec): 3 clusters
  Score: Raw -391713.384150 + Penalty 2703.274004 = -389010.110145
  nChanged 1566
		SP:Iteration 1F (6876.810000 sec): 3 clusters
  Score: Raw -392748.986604 + Penalty 2703.274004 = -390045.712600
  nChanged 384
		SP:Iteration 2F (6876.810000 sec): 3 clusters
  Score: Raw -393097.546702 + Penalty 2703.274004 = -390394.272698
  nChanged 304
		SP:Iteration 3F (6876.830000 sec): 3 clusters
  Score: Raw -393358.230522 + Penalty 2703.274004 = -390654.956517
  nChanged 249
		SP:Iteration 4F (6876.830000 sec): 3 clusters
  Score: Raw -393591.629179 + Penalty 2703.274004 = -390888.355175
  nChanged 233
		SP:Iteration 5F (6876.850000 sec): 3 clusters
  Score: Raw -393774.553307 + Penalty 2703.274004 = -391071.279303
  nChanged 169
		SP:Iteration 6Q (6876.850000 sec): 3 clusters
  Score: Raw -393915.006033 + Penalty 2703.274004 = -391211.732029
  nChanged 136
		SP:Iteration 7Q (6876.860000 sec): 3 clusters
  Score: Raw -394035.542848 + Penalty 2703.274004 = -391332.268844
  nChanged 127
		SP:Iteration 8Q (6876.870000 sec): 3 clusters
  Score: Raw -394140.013014 + Penalty 2703.274004 = -391436.739010
  nChanged 116
		SP:Iteration 9Q (6876.880000 sec): 3 clusters
  Score: Raw -394224.348143 + Penalty 2703.274004 = -391521.074139
  nChanged 96
		SP:Iteration 10Q (6876.890000 sec): 3 clusters
  Score: Raw -394297.603192 + Penalty 2703.274004 = -391594.329188
  nChanged 75
		SP:Iteration 11Q (6876.900000 sec): 3 clusters
  Score: Raw -394354.972370 + Penalty 2703.274004 = -391651.698366
  nChanged 63
		SP:Iteration 12Q (6876.910000 sec): 3 clusters
  Score: Raw -394411.754403 + Penalty 2703.274004 = -391708.480399
  nChanged 66
		SP:Iteration 13Q (6876.920000 sec): 3 clusters
  Score: Raw -394448.351407 + Penalty 2703.274004 = -391745.077403
  nChanged 55
		SP:Iteration 14Q (6876.930000 sec): 3 clusters
  Score: Raw -394475.705593 + Penalty 2703.274004 = -391772.431589
  nChanged 40
		SP:Iteration 15Q (6876.940000 sec): 3 clusters
  Score: Raw -394494.373512 + Penalty 2703.274004 = -391791.099508
  nChanged 25
		SP:Iteration 16Q (6876.950000 sec): 3 clusters
  Score: Raw -394508.442954 + Penalty 2703.274004 = -391805.168949
  nChanged 25
		SP:Iteration 17Q (6876.950000 sec): 3 clusters
  Score: Raw -394518.971030 + Penalty 2703.274004 = -391815.697026
  nChanged 16
		SP:Iteration 18Q (6876.960000 sec): 3 clusters
  Score: Raw -394525.854227 + Penalty 2703.274004 = -391822.580223
  nChanged 14
		SP:Iteration 19Q (6876.970000 sec): 3 clusters
  Score: Raw -394530.605029 + Penalty 2703.274004 = -391827.331025
  nChanged 11
		SP:Iteration 20F (6876.980000 sec): 3 clusters
  Score: Raw -394533.572026 + Penalty 2703.274004 = -391830.298022
  nChanged 11
		SP:Iteration 21Q (6876.990000 sec): 3 clusters
  Score: Raw -394536.135899 + Penalty 2703.274004 = -391832.861895
  nChanged 4
		SP:Iteration 22Q (6877.000000 sec): 3 clusters
  Score: Raw -394536.924320 + Penalty 2703.274004 = -391833.650316
  nChanged 2
		SP:Iteration 23Q (6877.010000 sec): 3 clusters
  Score: Raw -394537.139280 + Penalty 2703.274004 = -391833.865276
  nChanged 1
		SP:Iteration 24Q (6877.010000 sec): 3 clusters
  Score: Raw -394537.197999 + Penalty 2703.274004 = -391833.923995
  nChanged 1
		SP:Iteration 25Q (6877.030000 sec): 3 clusters
  Score: Raw -394537.323368 + Penalty 2703.274004 = -391834.049364
  nChanged 1
		SP:Iteration 26Q (6877.030000 sec): 3 clusters
  Score: Raw -394537.648054 + Penalty 2703.274004 = -391834.374049
  nChanged 3
		SP:Iteration 27Q (6877.040000 sec): 3 clusters
  Score: Raw -394538.636419 + Penalty 2703.274004 = -391835.362414
  nChanged 5
		SP:Iteration 28Q (6877.050000 sec): 3 clusters
  Score: Raw -394539.517128 + Penalty 2703.274004 = -391836.243124
  nChanged 2
		SP:Iteration 29Q (6877.060000 sec): 3 clusters
  Score: Raw -394539.765087 + Penalty 2703.274004 = -391836.491082
  nChanged 1
		SP:Iteration 30Q (6877.070000 sec): 3 clusters
  Score: Raw -394540.031875 + Penalty 2703.274004 = -391836.757871
  nChanged 1
		SP:Iteration 31Q (6877.080000 sec): 3 clusters
  Score: Raw -394540.184981 + Penalty 2703.274004 = -391836.910977
  nChanged 1
		SP:Iteration 32Q (6877.090000 sec): 3 clusters
  Score: Raw -394540.423386 + Penalty 2703.274004 = -391837.149382
  nChanged 0
		SP:Iteration 33F (6877.100000 sec): 3 clusters
  Score: Raw -394540.423386 + Penalty 2703.274004 = -391837.149382
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (61090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6877.310000 sec): 2 clusters
  Score: Raw -6272982.211906 + Penalty 1790.766813 = -6271191.445093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6877.470000 sec): 3 clusters
  Score: Raw -6233927.668264 + Penalty 3581.533626 = -6230346.134638
  nChanged 28797
		SP:Iteration 1F (6877.630000 sec): 3 clusters
  Score: Raw -6250626.909759 + Penalty 3581.533626 = -6247045.376133
  nChanged 2428
		SP:Iteration 2Q (6877.790000 sec): 3 clusters
  Score: Raw -6251411.546706 + Penalty 3581.533626 = -6247830.013079
  nChanged 2600
		SP:Iteration 3Q (6877.950000 sec): 3 clusters
  Score: Raw -6252436.691367 + Penalty 3581.533626 = -6248855.157741
  nChanged 2856
		SP:Iteration 4Q (6878.110000 sec): 3 clusters
  Score: Raw -6253764.648019 + Penalty 3581.533626 = -6250183.114393
  nChanged 3110
		SP:Iteration 5F (6878.270000 sec): 3 clusters
  Score: Raw -6255619.921712 + Penalty 3581.533626 = -6252038.388086
  nChanged 3544
		SP:Iteration 6F (6878.430000 sec): 3 clusters
  Score: Raw -6258235.717450 + Penalty 3581.533626 = -6254654.183824
  nChanged 3772
		SP:Iteration 7F (6878.590000 sec): 3 clusters
  Score: Raw -6261246.264753 + Penalty 3581.533626 = -6257664.731127
  nChanged 3576
		SP:Iteration 8F (6878.740000 sec): 3 clusters
  Score: Raw -6264110.841378 + Penalty 3581.533626 = -6260529.307752
  nChanged 3096
		SP:Iteration 9F (6878.900000 sec): 3 clusters
  Score: Raw -6266496.088255 + Penalty 3581.533626 = -6262914.554628
  nChanged 2588
		SP:Iteration 10Q (6879.050000 sec): 3 clusters
  Score: Raw -6268390.635023 + Penalty 3581.533626 = -6264809.101397
  nChanged 2052
		SP:Iteration 11Q (6879.190000 sec): 3 clusters
  Score: Raw -6269864.875361 + Penalty 3581.533626 = -6266283.341735
  nChanged 1581
		SP:Iteration 12Q (6879.330000 sec): 3 clusters
  Score: Raw -6270971.801527 + Penalty 3581.533626 = -6267390.267900
  nChanged 1175
		SP:Iteration 13Q (6879.460000 sec): 3 clusters
  Score: Raw -6271772.492259 + Penalty 3581.533626 = -6268190.958633
  nChanged 772
		SP:Iteration 14Q (6879.590000 sec): 3 clusters
  Score: Raw -6272286.053883 + Penalty 3581.533626 = -6268704.520257
  nChanged 502
		SP:Iteration 15Q (6879.710000 sec): 3 clusters
  Score: Raw -6272583.371255 + Penalty 3581.533626 = -6269001.837628
  nChanged 347
		SP:Iteration 16Q (6879.830000 sec): 3 clusters
  Score: Raw -6272787.052506 + Penalty 3581.533626 = -6269205.518880
  nChanged 247
		SP:Iteration 17Q (6879.950000 sec): 3 clusters
  Score: Raw -6272928.281577 + Penalty 3581.533626 = -6269346.747951
  nChanged 167
		SP:Iteration 18Q (6880.060000 sec): 3 clusters
  Score: Raw -6273025.469351 + Penalty 3581.533626 = -6269443.935725
  nChanged 107
		SP:Iteration 19Q (6880.170000 sec): 3 clusters
  Score: Raw -6273092.861782 + Penalty 3581.533626 = -6269511.328156
  nChanged 82
		SP:Iteration 20F (6880.330000 sec): 3 clusters
  Score: Raw -6273137.288253 + Penalty 3581.533626 = -6269555.754627
  nChanged 66
		SP:Iteration 21Q (6880.450000 sec): 3 clusters
  Score: Raw -6273170.128466 + Penalty 3581.533626 = -6269588.594840
  nChanged 51
		SP:Iteration 22Q (6880.560000 sec): 3 clusters
  Score: Raw -6273201.662412 + Penalty 3581.533626 = -6269620.128786
  nChanged 41
		SP:Iteration 23Q (6880.670000 sec): 3 clusters
  Score: Raw -6273231.321934 + Penalty 3581.533626 = -6269649.788307
  nChanged 32
		SP:Iteration 24Q (6880.790000 sec): 3 clusters
  Score: Raw -6273249.768692 + Penalty 3581.533626 = -6269668.235066
  nChanged 21
		SP:Iteration 25Q (6880.900000 sec): 3 clusters
  Score: Raw -6273260.861429 + Penalty 3581.533626 = -6269679.327803
  nChanged 23
		SP:Iteration 26Q (6881.010000 sec): 3 clusters
  Score: Raw -6273272.292563 + Penalty 3581.533626 = -6269690.758937
  nChanged 17
		SP:Iteration 27Q (6881.120000 sec): 3 clusters
  Score: Raw -6273281.898384 + Penalty 3581.533626 = -6269700.364758
  nChanged 19
		SP:Iteration 28Q (6881.230000 sec): 3 clusters
  Score: Raw -6273292.523524 + Penalty 3581.533626 = -6269710.989897
  nChanged 12
		SP:Iteration 29Q (6881.350000 sec): 3 clusters
  Score: Raw -6273297.952192 + Penalty 3581.533626 = -6269716.418566
  nChanged 6
		SP:Iteration 30Q (6881.460000 sec): 3 clusters
  Score: Raw -6273301.369614 + Penalty 3581.533626 = -6269719.835988
  nChanged 7
		SP:Iteration 31Q (6881.570000 sec): 3 clusters
  Score: Raw -6273306.727510 + Penalty 3581.533626 = -6269725.193883
  nChanged 6
		SP:Iteration 32Q (6881.690000 sec): 3 clusters
  Score: Raw -6273313.169255 + Penalty 3581.533626 = -6269731.635628
  nChanged 5
		SP:Iteration 33Q (6881.810000 sec): 3 clusters
  Score: Raw -6273316.155397 + Penalty 3581.533626 = -6269734.621771
  nChanged 4
		SP:Iteration 34Q (6881.910000 sec): 3 clusters
  Score: Raw -6273318.157143 + Penalty 3581.533626 = -6269736.623517
  nChanged 1
		SP:Iteration 35Q (6882.030000 sec): 3 clusters
  Score: Raw -6273318.461571 + Penalty 3581.533626 = -6269736.927945
  nChanged 0
		SP:Iteration 36F (6882.190000 sec): 3 clusters
  Score: Raw -6273318.461571 + Penalty 3581.533626 = -6269736.927945
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6882.240000 sec): 2 clusters
  Score: Raw -123414.432632 + Penalty 1171.397555 = -122243.035077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6882.240000 sec): 3 clusters
  Score: Raw -122903.394133 + Penalty 2342.795110 = -120560.599023
  nChanged 463
		SP:Iteration 1F (6882.240000 sec): 3 clusters
  Score: Raw -123260.736427 + Penalty 2342.795110 = -120917.941318
  nChanged 113
		SP:Iteration 2F (6882.250000 sec): 3 clusters
  Score: Raw -123381.199958 + Penalty 2342.795110 = -121038.404848
  nChanged 63
		SP:Iteration 3Q (6882.250000 sec): 3 clusters
  Score: Raw -123443.315824 + Penalty 2342.795110 = -121100.520714
  nChanged 53
		SP:Iteration 4Q (6882.250000 sec): 3 clusters
  Score: Raw -123490.710215 + Penalty 2342.795110 = -121147.915105
  nChanged 25
		SP:Iteration 5Q (6882.250000 sec): 3 clusters
  Score: Raw -123506.517168 + Penalty 2342.795110 = -121163.722058
  nChanged 13
		SP:Iteration 6Q (6882.260000 sec): 3 clusters
  Score: Raw -123516.398869 + Penalty 2342.795110 = -121173.603760
  nChanged 9
		SP:Iteration 7Q (6882.260000 sec): 3 clusters
  Score: Raw -123521.441980 + Penalty 2342.795110 = -121178.646871
  nChanged 8
		SP:Iteration 8Q (6882.270000 sec): 3 clusters
  Score: Raw -123526.625178 + Penalty 2342.795110 = -121183.830068
  nChanged 8
		SP:Iteration 9Q (6882.270000 sec): 3 clusters
  Score: Raw -123532.050911 + Penalty 2342.795110 = -121189.255802
  nChanged 9
		SP:Iteration 10Q (6882.270000 sec): 3 clusters
  Score: Raw -123538.435756 + Penalty 2342.795110 = -121195.640647
  nChanged 10
		SP:Iteration 11Q (6882.270000 sec): 3 clusters
  Score: Raw -123543.618828 + Penalty 2342.795110 = -121200.823718
  nChanged 7
		SP:Iteration 12Q (6882.280000 sec): 3 clusters
  Score: Raw -123547.951606 + Penalty 2342.795110 = -121205.156496
  nChanged 6
		SP:Iteration 13Q (6882.280000 sec): 3 clusters
  Score: Raw -123552.461863 + Penalty 2342.795110 = -121209.666753
  nChanged 7
		SP:Iteration 14Q (6882.280000 sec): 3 clusters
  Score: Raw -123555.645913 + Penalty 2342.795110 = -121212.850803
  nChanged 7
		SP:Iteration 15Q (6882.290000 sec): 3 clusters
  Score: Raw -123561.900605 + Penalty 2342.795110 = -121219.105495
  nChanged 5
		SP:Iteration 16Q (6882.290000 sec): 3 clusters
  Score: Raw -123566.752278 + Penalty 2342.795110 = -121223.957168
  nChanged 6
		SP:Iteration 17Q (6882.290000 sec): 3 clusters
  Score: Raw -123570.221019 + Penalty 2342.795110 = -121227.425909
  nChanged 4
		SP:Iteration 18Q (6882.290000 sec): 3 clusters
  Score: Raw -123574.219389 + Penalty 2342.795110 = -121231.424280
  nChanged 6
		SP:Iteration 19Q (6882.300000 sec): 3 clusters
  Score: Raw -123578.475976 + Penalty 2342.795110 = -121235.680866
  nChanged 3
		SP:Iteration 20F (6882.300000 sec): 3 clusters
  Score: Raw -123580.268215 + Penalty 2342.795110 = -121237.473105
  nChanged 3
		SP:Iteration 21Q (6882.310000 sec): 3 clusters
  Score: Raw -123581.764400 + Penalty 2342.795110 = -121238.969290
  nChanged 4
		SP:Iteration 22Q (6882.320000 sec): 3 clusters
  Score: Raw -123584.558306 + Penalty 2342.795110 = -121241.763196
  nChanged 6
		SP:Iteration 23Q (6882.320000 sec): 3 clusters
  Score: Raw -123588.859602 + Penalty 2342.795110 = -121246.064493
  nChanged 7
		SP:Iteration 24Q (6882.320000 sec): 3 clusters
  Score: Raw -123594.465353 + Penalty 2342.795110 = -121251.670244
  nChanged 7
		SP:Iteration 25Q (6882.320000 sec): 3 clusters
  Score: Raw -123598.850061 + Penalty 2342.795110 = -121256.054952
  nChanged 5
		SP:Iteration 26Q (6882.330000 sec): 3 clusters
  Score: Raw -123601.100957 + Penalty 2342.795110 = -121258.305847
  nChanged 3
		SP:Iteration 27Q (6882.330000 sec): 3 clusters
  Score: Raw -123602.157696 + Penalty 2342.795110 = -121259.362586
  nChanged 3
		SP:Iteration 28Q (6882.330000 sec): 3 clusters
  Score: Raw -123603.522018 + Penalty 2342.795110 = -121260.726908
  nChanged 1
		SP:Iteration 29Q (6882.340000 sec): 3 clusters
  Score: Raw -123604.315591 + Penalty 2342.795110 = -121261.520481
  nChanged 1
		SP:Iteration 30Q (6882.340000 sec): 3 clusters
  Score: Raw -123604.510127 + Penalty 2342.795110 = -121261.715017
  nChanged 0
		SP:Iteration 31F (6882.340000 sec): 3 clusters
  Score: Raw -123604.510127 + Penalty 2342.795110 = -121261.715017
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6882.350000 sec): 2 clusters
  Score: Raw -256441.702888 + Penalty 1285.709244 = -255155.993643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6882.360000 sec): 3 clusters
  Score: Raw -255169.548078 + Penalty 2571.418489 = -252598.129589
  nChanged 1034
		SP:Iteration 1F (6882.360000 sec): 3 clusters
  Score: Raw -255739.045625 + Penalty 2571.418489 = -253167.627136
  nChanged 217
		SP:Iteration 2F (6882.370000 sec): 3 clusters
  Score: Raw -255898.950586 + Penalty 2571.418489 = -253327.532097
  nChanged 136
		SP:Iteration 3Q (6882.380000 sec): 3 clusters
  Score: Raw -255990.757737 + Penalty 2571.418489 = -253419.339248
  nChanged 108
		SP:Iteration 4Q (6882.380000 sec): 3 clusters
  Score: Raw -256065.274366 + Penalty 2571.418489 = -253493.855877
  nChanged 88
		SP:Iteration 5Q (6882.390000 sec): 3 clusters
  Score: Raw -256121.953626 + Penalty 2571.418489 = -253550.535137
  nChanged 106
		SP:Iteration 6Q (6882.400000 sec): 3 clusters
  Score: Raw -256199.000130 + Penalty 2571.418489 = -253627.581642
  nChanged 92
		SP:Iteration 7Q (6882.400000 sec): 3 clusters
  Score: Raw -256284.962457 + Penalty 2571.418489 = -253713.543968
  nChanged 121
		SP:Iteration 8Q (6882.410000 sec): 3 clusters
  Score: Raw -256427.358633 + Penalty 2571.418489 = -253855.940144
  nChanged 159
		SP:Iteration 9F (6882.420000 sec): 3 clusters
  Score: Raw -256656.305825 + Penalty 2571.418489 = -254084.887336
  nChanged 171
		SP:Iteration 10F (6882.420000 sec): 3 clusters
  Score: Raw -256915.545649 + Penalty 2571.418489 = -254344.127160
  nChanged 172
		SP:Iteration 11F (6882.430000 sec): 3 clusters
  Score: Raw -257148.347370 + Penalty 2571.418489 = -254576.928882
  nChanged 144
		SP:Iteration 12F (6882.440000 sec): 3 clusters
  Score: Raw -257299.948441 + Penalty 2571.418489 = -254728.529952
  nChanged 99
		SP:Iteration 13Q (6882.440000 sec): 3 clusters
  Score: Raw -257387.847884 + Penalty 2571.418489 = -254816.429395
  nChanged 56
		SP:Iteration 14Q (6882.450000 sec): 3 clusters
  Score: Raw -257444.202739 + Penalty 2571.418489 = -254872.784251
  nChanged 46
		SP:Iteration 15Q (6882.460000 sec): 3 clusters
  Score: Raw -257487.687685 + Penalty 2571.418489 = -254916.269196
  nChanged 49
		SP:Iteration 16Q (6882.460000 sec): 3 clusters
  Score: Raw -257535.220276 + Penalty 2571.418489 = -254963.801788
  nChanged 39
		SP:Iteration 17Q (6882.460000 sec): 3 clusters
  Score: Raw -257576.463566 + Penalty 2571.418489 = -255005.045077
  nChanged 29
		SP:Iteration 18Q (6882.470000 sec): 3 clusters
  Score: Raw -257597.601472 + Penalty 2571.418489 = -255026.182984
  nChanged 19
		SP:Iteration 19Q (6882.480000 sec): 3 clusters
  Score: Raw -257611.472663 + Penalty 2571.418489 = -255040.054174
  nChanged 15
		SP:Iteration 20F (6882.480000 sec): 3 clusters
  Score: Raw -257623.397079 + Penalty 2571.418489 = -255051.978590
  nChanged 10
		SP:Iteration 21Q (6882.490000 sec): 3 clusters
  Score: Raw -257629.648254 + Penalty 2571.418489 = -255058.229765
  nChanged 9
		SP:Iteration 22Q (6882.500000 sec): 3 clusters
  Score: Raw -257636.819455 + Penalty 2571.418489 = -255065.400966
  nChanged 12
		SP:Iteration 23Q (6882.500000 sec): 3 clusters
  Score: Raw -257647.774369 + Penalty 2571.418489 = -255076.355880
  nChanged 11
		SP:Iteration 24Q (6882.500000 sec): 3 clusters
  Score: Raw -257656.388226 + Penalty 2571.418489 = -255084.969737
  nChanged 9
		SP:Iteration 25Q (6882.510000 sec): 3 clusters
  Score: Raw -257662.822922 + Penalty 2571.418489 = -255091.404434
  nChanged 11
		SP:Iteration 26Q (6882.520000 sec): 3 clusters
  Score: Raw -257671.625719 + Penalty 2571.418489 = -255100.207230
  nChanged 9
		SP:Iteration 27Q (6882.520000 sec): 3 clusters
  Score: Raw -257675.707611 + Penalty 2571.418489 = -255104.289122
  nChanged 6
		SP:Iteration 28Q (6882.520000 sec): 3 clusters
  Score: Raw -257678.025266 + Penalty 2571.418489 = -255106.606778
  nChanged 6
		SP:Iteration 29Q (6882.530000 sec): 3 clusters
  Score: Raw -257681.455399 + Penalty 2571.418489 = -255110.036910
  nChanged 4
		SP:Iteration 30Q (6882.540000 sec): 3 clusters
  Score: Raw -257682.287102 + Penalty 2571.418489 = -255110.868613
  nChanged 1
		SP:Iteration 31Q (6882.540000 sec): 3 clusters
  Score: Raw -257682.383784 + Penalty 2571.418489 = -255110.965295
  nChanged 1
		SP:Iteration 32Q (6882.550000 sec): 3 clusters
  Score: Raw -257682.613076 + Penalty 2571.418489 = -255111.194587
  nChanged 1
		SP:Iteration 33Q (6882.550000 sec): 3 clusters
  Score: Raw -257683.227759 + Penalty 2571.418489 = -255111.809270
  nChanged 1
		SP:Iteration 34Q (6882.560000 sec): 3 clusters
  Score: Raw -257683.473087 + Penalty 2571.418489 = -255112.054598
  nChanged 1
		SP:Iteration 35Q (6882.560000 sec): 3 clusters
  Score: Raw -257684.174149 + Penalty 2571.418489 = -255112.755660
  nChanged 1
		SP:Iteration 36Q (6882.570000 sec): 3 clusters
  Score: Raw -257684.554346 + Penalty 2571.418489 = -255113.135858
  nChanged 1
		SP:Iteration 37Q (6882.570000 sec): 3 clusters
  Score: Raw -257684.991778 + Penalty 2571.418489 = -255113.573289
  nChanged 0
		SP:Iteration 38F (6882.580000 sec): 3 clusters
  Score: Raw -257684.991778 + Penalty 2571.418489 = -255113.573289
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (1947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6882.590000 sec): 2 clusters
  Score: Raw -158793.619375 + Penalty 1230.782313 = -157562.837062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6882.590000 sec): 3 clusters
  Score: Raw -158016.250487 + Penalty 2461.564627 = -155554.685861
  nChanged 683
		SP:Iteration 1F (6882.600000 sec): 3 clusters
  Score: Raw -158553.628789 + Penalty 2461.564627 = -156092.064163
  nChanged 180
		SP:Iteration 2F (6882.600000 sec): 3 clusters
  Score: Raw -158732.130211 + Penalty 2461.564627 = -156270.565584
  nChanged 128
		SP:Iteration 3F (6882.610000 sec): 3 clusters
  Score: Raw -158860.140193 + Penalty 2461.564627 = -156398.575566
  nChanged 90
		SP:Iteration 4Q (6882.610000 sec): 3 clusters
  Score: Raw -158937.757617 + Penalty 2461.564627 = -156476.192990
  nChanged 68
		SP:Iteration 5Q (6882.620000 sec): 3 clusters
  Score: Raw -159007.666043 + Penalty 2461.564627 = -156546.101416
  nChanged 72
		SP:Iteration 6Q (6882.620000 sec): 3 clusters
  Score: Raw -159057.701519 + Penalty 2461.564627 = -156596.136892
  nChanged 53
		SP:Iteration 7Q (6882.630000 sec): 3 clusters
  Score: Raw -159098.641574 + Penalty 2461.564627 = -156637.076947
  nChanged 53
		SP:Iteration 8Q (6882.630000 sec): 3 clusters
  Score: Raw -159145.715000 + Penalty 2461.564627 = -156684.150374
  nChanged 43
		SP:Iteration 9Q (6882.640000 sec): 3 clusters
  Score: Raw -159180.736036 + Penalty 2461.564627 = -156719.171410
  nChanged 40
		SP:Iteration 10Q (6882.640000 sec): 3 clusters
  Score: Raw -159213.261915 + Penalty 2461.564627 = -156751.697288
  nChanged 28
		SP:Iteration 11Q (6882.640000 sec): 3 clusters
  Score: Raw -159235.820143 + Penalty 2461.564627 = -156774.255516
  nChanged 24
		SP:Iteration 12Q (6882.650000 sec): 3 clusters
  Score: Raw -159251.966123 + Penalty 2461.564627 = -156790.401496
  nChanged 20
		SP:Iteration 13Q (6882.650000 sec): 3 clusters
  Score: Raw -159262.870698 + Penalty 2461.564627 = -156801.306071
  nChanged 18
		SP:Iteration 14Q (6882.660000 sec): 3 clusters
  Score: Raw -159277.334066 + Penalty 2461.564627 = -156815.769440
  nChanged 20
		SP:Iteration 15Q (6882.660000 sec): 3 clusters
  Score: Raw -159287.678751 + Penalty 2461.564627 = -156826.114124
  nChanged 13
		SP:Iteration 16Q (6882.670000 sec): 3 clusters
  Score: Raw -159294.992420 + Penalty 2461.564627 = -156833.427794
  nChanged 9
		SP:Iteration 17Q (6882.670000 sec): 3 clusters
  Score: Raw -159302.100413 + Penalty 2461.564627 = -156840.535786
  nChanged 11
		SP:Iteration 18Q (6882.680000 sec): 3 clusters
  Score: Raw -159306.568496 + Penalty 2461.564627 = -156845.003870
  nChanged 8
		SP:Iteration 19Q (6882.680000 sec): 3 clusters
  Score: Raw -159311.048637 + Penalty 2461.564627 = -156849.484010
  nChanged 8
		SP:Iteration 20F (6882.680000 sec): 3 clusters
  Score: Raw -159316.528082 + Penalty 2461.564627 = -156854.963455
  nChanged 8
		SP:Iteration 21Q (6882.690000 sec): 3 clusters
  Score: Raw -159320.257783 + Penalty 2461.564627 = -156858.693156
  nChanged 4
		SP:Iteration 22Q (6882.690000 sec): 3 clusters
  Score: Raw -159323.097643 + Penalty 2461.564627 = -156861.533017
  nChanged 3
		SP:Iteration 23Q (6882.700000 sec): 3 clusters
  Score: Raw -159324.606163 + Penalty 2461.564627 = -156863.041536
  nChanged 2
		SP:Iteration 24Q (6882.700000 sec): 3 clusters
  Score: Raw -159325.505587 + Penalty 2461.564627 = -156863.940960
  nChanged 2
		SP:Iteration 25Q (6882.700000 sec): 3 clusters
  Score: Raw -159327.522025 + Penalty 2461.564627 = -156865.957399
  nChanged 4
		SP:Iteration 26Q (6882.710000 sec): 3 clusters
  Score: Raw -159328.754642 + Penalty 2461.564627 = -156867.190015
  nChanged 3
		SP:Iteration 27Q (6882.720000 sec): 3 clusters
  Score: Raw -159330.019092 + Penalty 2461.564627 = -156868.454465
  nChanged 0
		SP:Iteration 28F (6882.720000 sec): 3 clusters
  Score: Raw -159330.019092 + Penalty 2461.564627 = -156868.454465
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6882.730000 sec): 2 clusters
  Score: Raw -175364.940336 + Penalty 1228.935703 = -174136.004633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6882.730000 sec): 3 clusters
  Score: Raw -174533.947557 + Penalty 2457.871405 = -172076.076152
  nChanged 691
		SP:Iteration 1F (6882.740000 sec): 3 clusters
  Score: Raw -174979.028499 + Penalty 2457.871405 = -172521.157093
  nChanged 152
		SP:Iteration 2F (6882.740000 sec): 3 clusters
  Score: Raw -175094.841852 + Penalty 2457.871405 = -172636.970447
  nChanged 90
		SP:Iteration 3Q (6882.750000 sec): 3 clusters
  Score: Raw -175158.507759 + Penalty 2457.871405 = -172700.636354
  nChanged 60
		SP:Iteration 4Q (6882.750000 sec): 3 clusters
  Score: Raw -175195.506047 + Penalty 2457.871405 = -172737.634642
  nChanged 51
		SP:Iteration 5Q (6882.760000 sec): 3 clusters
  Score: Raw -175234.185648 + Penalty 2457.871405 = -172776.314243
  nChanged 44
		SP:Iteration 6Q (6882.760000 sec): 3 clusters
  Score: Raw -175265.796741 + Penalty 2457.871405 = -172807.925336
  nChanged 40
		SP:Iteration 7Q (6882.760000 sec): 3 clusters
  Score: Raw -175297.160443 + Penalty 2457.871405 = -172839.289038
  nChanged 35
		SP:Iteration 8Q (6882.770000 sec): 3 clusters
  Score: Raw -175323.266151 + Penalty 2457.871405 = -172865.394746
  nChanged 36
		SP:Iteration 9Q (6882.770000 sec): 3 clusters
  Score: Raw -175347.586909 + Penalty 2457.871405 = -172889.715504
  nChanged 30
		SP:Iteration 10Q (6882.780000 sec): 3 clusters
  Score: Raw -175372.180783 + Penalty 2457.871405 = -172914.309378
  nChanged 35
		SP:Iteration 11Q (6882.780000 sec): 3 clusters
  Score: Raw -175394.395969 + Penalty 2457.871405 = -172936.524564
  nChanged 21
		SP:Iteration 12Q (6882.790000 sec): 3 clusters
  Score: Raw -175403.699465 + Penalty 2457.871405 = -172945.828060
  nChanged 11
		SP:Iteration 13Q (6882.790000 sec): 3 clusters
  Score: Raw -175409.181038 + Penalty 2457.871405 = -172951.309633
  nChanged 7
		SP:Iteration 14Q (6882.800000 sec): 3 clusters
  Score: Raw -175412.497314 + Penalty 2457.871405 = -172954.625909
  nChanged 6
		SP:Iteration 15Q (6882.800000 sec): 3 clusters
  Score: Raw -175414.689864 + Penalty 2457.871405 = -172956.818459
  nChanged 1
		SP:Iteration 16Q (6882.800000 sec): 3 clusters
  Score: Raw -175415.389369 + Penalty 2457.871405 = -172957.517964
  nChanged 2
		SP:Iteration 17Q (6882.810000 sec): 3 clusters
  Score: Raw -175416.224037 + Penalty 2457.871405 = -172958.352631
  nChanged 1
		SP:Iteration 18Q (6882.810000 sec): 3 clusters
  Score: Raw -175417.381479 + Penalty 2457.871405 = -172959.510074
  nChanged 1
		SP:Iteration 19Q (6882.820000 sec): 3 clusters
  Score: Raw -175418.141551 + Penalty 2457.871405 = -172960.270146
  nChanged 2
		SP:Iteration 20F (6882.820000 sec): 3 clusters
  Score: Raw -175419.077726 + Penalty 2457.871405 = -172961.206321
  nChanged 2
		SP:Iteration 21Q (6882.830000 sec): 3 clusters
  Score: Raw -175420.723686 + Penalty 2457.871405 = -172962.852281
  nChanged 3
		SP:Iteration 22Q (6882.830000 sec): 3 clusters
  Score: Raw -175422.515761 + Penalty 2457.871405 = -172964.644356
  nChanged 3
		SP:Iteration 23Q (6882.840000 sec): 3 clusters
  Score: Raw -175423.770170 + Penalty 2457.871405 = -172965.898765
  nChanged 1
		SP:Iteration 24Q (6882.840000 sec): 3 clusters
  Score: Raw -175424.186157 + Penalty 2457.871405 = -172966.314752
  nChanged 1
		SP:Iteration 25Q (6882.840000 sec): 3 clusters
  Score: Raw -175424.459190 + Penalty 2457.871405 = -172966.587785
  nChanged 0
		SP:Iteration 26F (6882.850000 sec): 3 clusters
  Score: Raw -175424.459190 + Penalty 2457.871405 = -172966.587785
  nChanged 0
Iteration 219Q (6906.190000 sec): 98 clusters
  Score: Raw -92201386.288458 + Penalty 217068.922024 = -91984317.366434
  nChanged 1959
Iteration 220F (6984.680000 sec): 98 clusters
  Score: Raw -92202184.547013 + Penalty 217068.922024 = -91985115.624989
  nChanged 2332
Iteration 221Q (6993.600000 sec): 98 clusters
  Score: Raw -92202531.351481 + Penalty 217068.922024 = -91985462.429457
  nChanged 1238
Iteration 222Q (7002.410000 sec): 98 clusters
  Score: Raw -92202685.232007 + Penalty 217068.922024 = -91985616.309983
  nChanged 891
Iteration 223Q (7011.160000 sec): 98 clusters
  Score: Raw -92202773.749504 + Penalty 217068.922024 = -91985704.827480
  nChanged 656
Iteration 224Q (7019.850000 sec): 98 clusters
  Score: Raw -92202831.005531 + Penalty 217068.922024 = -91985762.083507
  nChanged 476
Iteration 225Q (7028.540000 sec): 98 clusters
  Score: Raw -92202872.017168 + Penalty 217068.922024 = -91985803.095144
  nChanged 383
Iteration 226Q (7037.210000 sec): 98 clusters
  Score: Raw -92202904.932223 + Penalty 217068.922024 = -91985836.010199
  nChanged 344
Iteration 227Q (7045.870000 sec): 98 clusters
  Score: Raw -92202934.870676 + Penalty 217068.922024 = -91985865.948652
  nChanged 305
Iteration 228Q (7054.500000 sec): 98 clusters
  Score: Raw -92202965.816990 + Penalty 217068.922024 = -91985896.894966
  nChanged 278
Iteration 229Q (7063.040000 sec): 98 clusters
  Score: Raw -92202995.886358 + Penalty 217068.922024 = -91985926.964334
  nChanged 244
Iteration 230Q (7071.530000 sec): 98 clusters
  Score: Raw -92203023.456380 + Penalty 217068.922024 = -91985954.534356
  nChanged 213
Iteration 231Q (7080.040000 sec): 98 clusters
  Score: Raw -92203047.022389 + Penalty 217068.922024 = -91985978.100365
  nChanged 181
Iteration 232Q (7088.380000 sec): 98 clusters
  Score: Raw -92203078.455081 + Penalty 217068.922024 = -91986009.533057
  nChanged 176
Iteration 233Q (7096.650000 sec): 98 clusters
  Score: Raw -92203106.484789 + Penalty 217068.922024 = -91986037.562765
  nChanged 178
Iteration 234Q (7104.920000 sec): 98 clusters
  Score: Raw -92203148.676244 + Penalty 217068.922024 = -91986079.754220
  nChanged 175
Iteration 235Q (7113.200000 sec): 98 clusters
  Score: Raw -92203213.101787 + Penalty 217068.922024 = -91986144.179763
  nChanged 154
Iteration 236Q (7121.460000 sec): 98 clusters
  Score: Raw -92203290.214725 + Penalty 217068.922024 = -91986221.292701
  nChanged 179
Iteration 237Q (7129.730000 sec): 98 clusters
  Score: Raw -92203357.868778 + Penalty 217068.922024 = -91986288.946754
  nChanged 170
Iteration 238Q (7138.200000 sec): 98 clusters
  Score: Raw -92203398.652074 + Penalty 217068.922024 = -91986329.730050
  nChanged 150
Iteration 239Q (7146.510000 sec): 98 clusters
  Score: Raw -92203423.017296 + Penalty 217068.922024 = -91986354.095272
  nChanged 139
Iteration 240F (7224.710000 sec): 98 clusters
  Score: Raw -92203440.619734 + Penalty 217068.922024 = -91986371.697710
  nChanged 111
Iteration 241Q (7233.330000 sec): 98 clusters
  Score: Raw -92203452.596357 + Penalty 217068.922024 = -91986383.674333
  nChanged 92
Iteration 242Q (7241.960000 sec): 98 clusters
  Score: Raw -92203462.714517 + Penalty 217068.922024 = -91986393.792493
  nChanged 73
Iteration 243Q (7250.560000 sec): 98 clusters
  Score: Raw -92203470.058568 + Penalty 217068.922024 = -91986401.136544
  nChanged 58
Iteration 244Q (7259.200000 sec): 98 clusters
  Score: Raw -92203475.655448 + Penalty 217068.922024 = -91986406.733424
  nChanged 45
Iteration 245Q (7267.820000 sec): 98 clusters
  Score: Raw -92203479.253306 + Penalty 217068.922024 = -91986410.331282
  nChanged 47
Iteration 246Q (7276.460000 sec): 98 clusters
  Score: Raw -92203482.657679 + Penalty 217068.922024 = -91986413.735655
  nChanged 38
Iteration 247Q (7285.090000 sec): 98 clusters
  Score: Raw -92203484.543672 + Penalty 217068.922024 = -91986415.621648
  nChanged 40
Iteration 248Q (7293.750000 sec): 98 clusters
  Score: Raw -92203486.838486 + Penalty 217068.922024 = -91986417.916463
  nChanged 29
Iteration 249Q (7302.440000 sec): 98 clusters
  Score: Raw -92203490.251168 + Penalty 217068.922024 = -91986421.329144
  nChanged 29
Iteration 250Q (7311.080000 sec): 98 clusters
  Score: Raw -92203493.021697 + Penalty 217068.922024 = -91986424.099673
  nChanged 29
Iteration 251Q (7319.750000 sec): 98 clusters
  Score: Raw -92203495.247051 + Penalty 217068.922024 = -91986426.325027
  nChanged 27
Iteration 252Q (7328.420000 sec): 98 clusters
  Score: Raw -92203496.935135 + Penalty 217068.922024 = -91986428.013111
  nChanged 20
Iteration 253Q (7336.970000 sec): 98 clusters
  Score: Raw -92203498.028463 + Penalty 217068.922024 = -91986429.106439
  nChanged 21
Iteration 254Q (7345.410000 sec): 98 clusters
  Score: Raw -92203499.619456 + Penalty 217068.922024 = -91986430.697432
  nChanged 29
Iteration 255Q (7353.880000 sec): 98 clusters
  Score: Raw -92203502.779239 + Penalty 217068.922024 = -91986433.857215
  nChanged 31
Iteration 256Q (7362.340000 sec): 98 clusters
  Score: Raw -92203506.295603 + Penalty 217068.922024 = -91986437.373579
  nChanged 34
Iteration 257Q (7370.790000 sec): 98 clusters
  Score: Raw -92203510.426789 + Penalty 217068.922024 = -91986441.504765
  nChanged 41
Iteration 258Q (7379.250000 sec): 98 clusters
  Score: Raw -92203515.327925 + Penalty 217068.922024 = -91986446.405901
  nChanged 46
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92203515.327925 + Penalty 217068.922024 = -91986446.405901
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7379.460000 sec): 2 clusters
  Score: Raw -2039024.637369 + Penalty 1609.568407 = -2037415.068962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7379.510000 sec): 3 clusters
  Score: Raw -2027013.051787 + Penalty 3219.136815 = -2023793.914973
  nChanged 9053
		SP:Iteration 1F (7379.560000 sec): 3 clusters
  Score: Raw -2032246.235408 + Penalty 3219.136815 = -2029027.098594
  nChanged 1224
		SP:Iteration 2F (7379.610000 sec): 3 clusters
  Score: Raw -2032825.075259 + Penalty 3219.136815 = -2029605.938445
  nChanged 1230
		SP:Iteration 3F (7379.670000 sec): 3 clusters
  Score: Raw -2033486.295929 + Penalty 3219.136815 = -2030267.159114
  nChanged 1303
		SP:Iteration 4F (7379.720000 sec): 3 clusters
  Score: Raw -2034289.103230 + Penalty 3219.136815 = -2031069.966416
  nChanged 1322
		SP:Iteration 5F (7379.770000 sec): 3 clusters
  Score: Raw -2035179.891031 + Penalty 3219.136815 = -2031960.754217
  nChanged 1182
		SP:Iteration 6F (7379.820000 sec): 3 clusters
  Score: Raw -2036006.613733 + Penalty 3219.136815 = -2032787.476918
  nChanged 1039
		SP:Iteration 7F (7379.870000 sec): 3 clusters
  Score: Raw -2036775.191385 + Penalty 3219.136815 = -2033556.054570
  nChanged 875
		SP:Iteration 8Q (7379.920000 sec): 3 clusters
  Score: Raw -2037440.540425 + Penalty 3219.136815 = -2034221.403610
  nChanged 696
		SP:Iteration 9Q (7379.970000 sec): 3 clusters
  Score: Raw -2038041.710657 + Penalty 3219.136815 = -2034822.573842
  nChanged 592
		SP:Iteration 10Q (7380.020000 sec): 3 clusters
  Score: Raw -2038596.819761 + Penalty 3219.136815 = -2035377.682946
  nChanged 503
		SP:Iteration 11Q (7380.070000 sec): 3 clusters
  Score: Raw -2039067.815008 + Penalty 3219.136815 = -2035848.678194
  nChanged 389
		SP:Iteration 12Q (7380.110000 sec): 3 clusters
  Score: Raw -2039487.799004 + Penalty 3219.136815 = -2036268.662190
  nChanged 386
		SP:Iteration 13Q (7380.150000 sec): 3 clusters
  Score: Raw -2039856.239215 + Penalty 3219.136815 = -2036637.102400
  nChanged 272
		SP:Iteration 14Q (7380.200000 sec): 3 clusters
  Score: Raw -2040078.881021 + Penalty 3219.136815 = -2036859.744206
  nChanged 231
		SP:Iteration 15Q (7380.240000 sec): 3 clusters
  Score: Raw -2040225.308914 + Penalty 3219.136815 = -2037006.172100
  nChanged 174
		SP:Iteration 16Q (7380.280000 sec): 3 clusters
  Score: Raw -2040316.064839 + Penalty 3219.136815 = -2037096.928024
  nChanged 144
		SP:Iteration 17Q (7380.330000 sec): 3 clusters
  Score: Raw -2040379.973784 + Penalty 3219.136815 = -2037160.836969
  nChanged 102
		SP:Iteration 18Q (7380.370000 sec): 3 clusters
  Score: Raw -2040411.983897 + Penalty 3219.136815 = -2037192.847083
  nChanged 70
		SP:Iteration 19Q (7380.410000 sec): 3 clusters
  Score: Raw -2040431.320366 + Penalty 3219.136815 = -2037212.183551
  nChanged 49
		SP:Iteration 20F (7380.460000 sec): 3 clusters
  Score: Raw -2040440.652850 + Penalty 3219.136815 = -2037221.516035
  nChanged 29
		SP:Iteration 21Q (7380.500000 sec): 3 clusters
  Score: Raw -2040445.237356 + Penalty 3219.136815 = -2037226.100541
  nChanged 23
		SP:Iteration 22Q (7380.540000 sec): 3 clusters
  Score: Raw -2040449.467765 + Penalty 3219.136815 = -2037230.330951
  nChanged 24
		SP:Iteration 23Q (7380.580000 sec): 3 clusters
  Score: Raw -2040453.652163 + Penalty 3219.136815 = -2037234.515348
  nChanged 19
		SP:Iteration 24Q (7380.620000 sec): 3 clusters
  Score: Raw -2040456.644089 + Penalty 3219.136815 = -2037237.507274
  nChanged 14
		SP:Iteration 25Q (7380.660000 sec): 3 clusters
  Score: Raw -2040458.712583 + Penalty 3219.136815 = -2037239.575768
  nChanged 14
		SP:Iteration 26Q (7380.710000 sec): 3 clusters
  Score: Raw -2040460.702283 + Penalty 3219.136815 = -2037241.565468
  nChanged 9
		SP:Iteration 27Q (7380.750000 sec): 3 clusters
  Score: Raw -2040461.700210 + Penalty 3219.136815 = -2037242.563396
  nChanged 4
		SP:Iteration 28Q (7380.790000 sec): 3 clusters
  Score: Raw -2040461.845110 + Penalty 3219.136815 = -2037242.708296
  nChanged 1
		SP:Iteration 29Q (7380.830000 sec): 3 clusters
  Score: Raw -2040461.885992 + Penalty 3219.136815 = -2037242.749177
  nChanged 0
		SP:Iteration 30F (7380.880000 sec): 3 clusters
  Score: Raw -2040461.885992 + Penalty 3219.136815 = -2037242.749177
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7380.900000 sec): 2 clusters
  Score: Raw -21563.974861 + Penalty 895.275605 = -20668.699257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7380.900000 sec): 3 clusters
  Score: Raw -21720.891608 + Penalty 1790.551209 = -19930.340399
  nChanged 47
		SP:Iteration 1F (7380.900000 sec): 3 clusters
  Score: Raw -21829.744969 + Penalty 1790.551209 = -20039.193759
  nChanged 8
		SP:Iteration 2Q (7380.900000 sec): 3 clusters
  Score: Raw -21851.949547 + Penalty 1790.551209 = -20061.398337
  nChanged 2
		SP:Iteration 3Q (7380.900000 sec): 3 clusters
  Score: Raw -21857.983630 + Penalty 1790.551209 = -20067.432420
  nChanged 2
		SP:Iteration 4Q (7380.900000 sec): 3 clusters
  Score: Raw -21861.834071 + Penalty 1790.551209 = -20071.282862
  nChanged 2
		SP:Iteration 5Q (7380.900000 sec): 3 clusters
  Score: Raw -21866.673744 + Penalty 1790.551209 = -20076.122534
  nChanged 2
		SP:Iteration 6Q (7380.900000 sec): 3 clusters
  Score: Raw -21870.491233 + Penalty 1790.551209 = -20079.940023
  nChanged 0
		SP:Iteration 7F (7380.900000 sec): 3 clusters
  Score: Raw -21870.491233 + Penalty 1790.551209 = -20079.940023
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7381.040000 sec): 2 clusters
  Score: Raw -4134037.197681 + Penalty 1721.199838 = -4132315.997843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7381.140000 sec): 3 clusters
  Score: Raw -4108987.122940 + Penalty 3442.399677 = -4105544.723263
  nChanged 18638
		SP:Iteration 1F (7381.250000 sec): 3 clusters
  Score: Raw -4119536.104344 + Penalty 3442.399677 = -4116093.704667
  nChanged 1645
		SP:Iteration 2Q (7381.360000 sec): 3 clusters
  Score: Raw -4120018.268668 + Penalty 3442.399677 = -4116575.868992
  nChanged 1693
		SP:Iteration 3Q (7381.460000 sec): 3 clusters
  Score: Raw -4120586.335288 + Penalty 3442.399677 = -4117143.935612
  nChanged 1837
		SP:Iteration 4Q (7381.570000 sec): 3 clusters
  Score: Raw -4121340.854664 + Penalty 3442.399677 = -4117898.454987
  nChanged 2121
		SP:Iteration 5F (7381.680000 sec): 3 clusters
  Score: Raw -4122462.978296 + Penalty 3442.399677 = -4119020.578620
  nChanged 2408
		SP:Iteration 6F (7381.780000 sec): 3 clusters
  Score: Raw -4123998.933734 + Penalty 3442.399677 = -4120556.534058
  nChanged 2588
		SP:Iteration 7F (7381.880000 sec): 3 clusters
  Score: Raw -4125984.654571 + Penalty 3442.399677 = -4122542.254894
  nChanged 2501
		SP:Iteration 8F (7381.980000 sec): 3 clusters
  Score: Raw -4128209.558036 + Penalty 3442.399677 = -4124767.158360
  nChanged 2081
		SP:Iteration 9F (7382.090000 sec): 3 clusters
  Score: Raw -4130394.406022 + Penalty 3442.399677 = -4126952.006345
  nChanged 1499
		SP:Iteration 10Q (7382.190000 sec): 3 clusters
  Score: Raw -4131944.097034 + Penalty 3442.399677 = -4128501.697357
  nChanged 1002
		SP:Iteration 11Q (7382.280000 sec): 3 clusters
  Score: Raw -4132756.242284 + Penalty 3442.399677 = -4129313.842607
  nChanged 667
		SP:Iteration 12Q (7382.370000 sec): 3 clusters
  Score: Raw -4133176.054585 + Penalty 3442.399677 = -4129733.654908
  nChanged 462
		SP:Iteration 13Q (7382.460000 sec): 3 clusters
  Score: Raw -4133429.799562 + Penalty 3442.399677 = -4129987.399885
  nChanged 350
		SP:Iteration 14Q (7382.540000 sec): 3 clusters
  Score: Raw -4133607.898813 + Penalty 3442.399677 = -4130165.499136
  nChanged 302
		SP:Iteration 15Q (7382.620000 sec): 3 clusters
  Score: Raw -4133740.835627 + Penalty 3442.399677 = -4130298.435950
  nChanged 254
		SP:Iteration 16Q (7382.700000 sec): 3 clusters
  Score: Raw -4133852.614426 + Penalty 3442.399677 = -4130410.214749
  nChanged 216
		SP:Iteration 17Q (7382.780000 sec): 3 clusters
  Score: Raw -4133942.913937 + Penalty 3442.399677 = -4130500.514261
  nChanged 197
		SP:Iteration 18Q (7382.870000 sec): 3 clusters
  Score: Raw -4134020.333595 + Penalty 3442.399677 = -4130577.933919
  nChanged 164
		SP:Iteration 19Q (7382.950000 sec): 3 clusters
  Score: Raw -4134082.804775 + Penalty 3442.399677 = -4130640.405098
  nChanged 132
		SP:Iteration 20F (7383.050000 sec): 3 clusters
  Score: Raw -4134121.063200 + Penalty 3442.399677 = -4130678.663524
  nChanged 113
		SP:Iteration 21Q (7383.130000 sec): 3 clusters
  Score: Raw -4134151.498368 + Penalty 3442.399677 = -4130709.098691
  nChanged 98
		SP:Iteration 22Q (7383.210000 sec): 3 clusters
  Score: Raw -4134176.983128 + Penalty 3442.399677 = -4130734.583452
  nChanged 78
		SP:Iteration 23Q (7383.290000 sec): 3 clusters
  Score: Raw -4134194.641548 + Penalty 3442.399677 = -4130752.241872
  nChanged 84
		SP:Iteration 24Q (7383.370000 sec): 3 clusters
  Score: Raw -4134216.557570 + Penalty 3442.399677 = -4130774.157894
  nChanged 76
		SP:Iteration 25Q (7383.450000 sec): 3 clusters
  Score: Raw -4134234.227920 + Penalty 3442.399677 = -4130791.828244
  nChanged 64
		SP:Iteration 26Q (7383.530000 sec): 3 clusters
  Score: Raw -4134248.875128 + Penalty 3442.399677 = -4130806.475452
  nChanged 52
		SP:Iteration 27Q (7383.600000 sec): 3 clusters
  Score: Raw -4134259.425428 + Penalty 3442.399677 = -4130817.025752
  nChanged 46
		SP:Iteration 28Q (7383.680000 sec): 3 clusters
  Score: Raw -4134268.945893 + Penalty 3442.399677 = -4130826.546217
  nChanged 39
		SP:Iteration 29Q (7383.760000 sec): 3 clusters
  Score: Raw -4134275.484758 + Penalty 3442.399677 = -4130833.085081
  nChanged 27
		SP:Iteration 30Q (7383.840000 sec): 3 clusters
  Score: Raw -4134279.012267 + Penalty 3442.399677 = -4130836.612591
  nChanged 17
		SP:Iteration 31Q (7383.910000 sec): 3 clusters
  Score: Raw -4134281.338102 + Penalty 3442.399677 = -4130838.938426
  nChanged 16
		SP:Iteration 32Q (7383.990000 sec): 3 clusters
  Score: Raw -4134284.667471 + Penalty 3442.399677 = -4130842.267794
  nChanged 23
		SP:Iteration 33Q (7384.060000 sec): 3 clusters
  Score: Raw -4134288.211290 + Penalty 3442.399677 = -4130845.811613
  nChanged 14
		SP:Iteration 34Q (7384.140000 sec): 3 clusters
  Score: Raw -4134290.473011 + Penalty 3442.399677 = -4130848.073334
  nChanged 10
		SP:Iteration 35Q (7384.220000 sec): 3 clusters
  Score: Raw -4134292.182932 + Penalty 3442.399677 = -4130849.783255
  nChanged 16
		SP:Iteration 36Q (7384.300000 sec): 3 clusters
  Score: Raw -4134294.636100 + Penalty 3442.399677 = -4130852.236423
  nChanged 11
		SP:Iteration 37Q (7384.370000 sec): 3 clusters
  Score: Raw -4134296.179712 + Penalty 3442.399677 = -4130853.780035
  nChanged 12
		SP:Iteration 38Q (7384.440000 sec): 3 clusters
  Score: Raw -4134297.574603 + Penalty 3442.399677 = -4130855.174927
  nChanged 8
		SP:Iteration 39Q (7384.520000 sec): 3 clusters
  Score: Raw -4134298.702233 + Penalty 3442.399677 = -4130856.302556
  nChanged 9
		SP:Iteration 40F (7384.620000 sec): 3 clusters
  Score: Raw -4134299.890917 + Penalty 3442.399677 = -4130857.491240
  nChanged 7
		SP:Iteration 41Q (7384.700000 sec): 3 clusters
  Score: Raw -4134300.946881 + Penalty 3442.399677 = -4130858.547205
  nChanged 7
		SP:Iteration 42Q (7384.780000 sec): 3 clusters
  Score: Raw -4134301.953368 + Penalty 3442.399677 = -4130859.553691
  nChanged 5
		SP:Iteration 43Q (7384.850000 sec): 3 clusters
  Score: Raw -4134302.557672 + Penalty 3442.399677 = -4130860.157995
  nChanged 6
		SP:Iteration 44Q (7384.930000 sec): 3 clusters
  Score: Raw -4134303.326743 + Penalty 3442.399677 = -4130860.927067
  nChanged 8
		SP:Iteration 45Q (7385.000000 sec): 3 clusters
  Score: Raw -4134304.241013 + Penalty 3442.399677 = -4130861.841337
  nChanged 5
		SP:Iteration 46Q (7385.080000 sec): 3 clusters
  Score: Raw -4134304.896311 + Penalty 3442.399677 = -4130862.496635
  nChanged 8
		SP:Iteration 47Q (7385.150000 sec): 3 clusters
  Score: Raw -4134306.847302 + Penalty 3442.399677 = -4130864.447625
  nChanged 14
		SP:Iteration 48Q (7385.230000 sec): 3 clusters
  Score: Raw -4134309.535369 + Penalty 3442.399677 = -4130867.135692
  nChanged 12
		SP:Iteration 49Q (7385.300000 sec): 3 clusters
  Score: Raw -4134311.439096 + Penalty 3442.399677 = -4130869.039419
  nChanged 11
		SP:Iteration 50Q (7385.380000 sec): 3 clusters
  Score: Raw -4134313.791797 + Penalty 3442.399677 = -4130871.392120
  nChanged 12
		SP:Iteration 51Q (7385.450000 sec): 3 clusters
  Score: Raw -4134316.117491 + Penalty 3442.399677 = -4130873.717814
  nChanged 6
		SP:Iteration 52Q (7385.520000 sec): 3 clusters
  Score: Raw -4134316.951072 + Penalty 3442.399677 = -4130874.551395
  nChanged 3
		SP:Iteration 53Q (7385.600000 sec): 3 clusters
  Score: Raw -4134317.143601 + Penalty 3442.399677 = -4130874.743924
  nChanged 3
		SP:Iteration 54Q (7385.680000 sec): 3 clusters
  Score: Raw -4134317.610639 + Penalty 3442.399677 = -4130875.210963
  nChanged 2
		SP:Iteration 55Q (7385.750000 sec): 3 clusters
  Score: Raw -4134317.792269 + Penalty 3442.399677 = -4130875.392592
  nChanged 2
		SP:Iteration 56Q (7385.820000 sec): 3 clusters
  Score: Raw -4134318.091319 + Penalty 3442.399677 = -4130875.691643
  nChanged 1
		SP:Iteration 57Q (7385.900000 sec): 3 clusters
  Score: Raw -4134318.122033 + Penalty 3442.399677 = -4130875.722356
  nChanged 0
		SP:Iteration 58F (7386.000000 sec): 3 clusters
  Score: Raw -4134318.122033 + Penalty 3442.399677 = -4130875.722356
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7386.060000 sec): 2 clusters
  Score: Raw -1219665.188949 + Penalty 1523.920322 = -1218141.268627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7386.080000 sec): 3 clusters
  Score: Raw -1212885.497915 + Penalty 3047.840644 = -1209837.657270
  nChanged 5139
		SP:Iteration 1F (7386.110000 sec): 3 clusters
  Score: Raw -1215708.836164 + Penalty 3047.840644 = -1212660.995519
  nChanged 683
		SP:Iteration 2F (7386.140000 sec): 3 clusters
  Score: Raw -1215981.755224 + Penalty 3047.840644 = -1212933.914580
  nChanged 537
		SP:Iteration 3Q (7386.170000 sec): 3 clusters
  Score: Raw -1216208.322835 + Penalty 3047.840644 = -1213160.482191
  nChanged 506
		SP:Iteration 4Q (7386.200000 sec): 3 clusters
  Score: Raw -1216433.348606 + Penalty 3047.840644 = -1213385.507962
  nChanged 485
		SP:Iteration 5Q (7386.230000 sec): 3 clusters
  Score: Raw -1216663.903405 + Penalty 3047.840644 = -1213616.062761
  nChanged 486
		SP:Iteration 6Q (7386.260000 sec): 3 clusters
  Score: Raw -1216931.938056 + Penalty 3047.840644 = -1213884.097412
  nChanged 503
		SP:Iteration 7Q (7386.280000 sec): 3 clusters
  Score: Raw -1217225.095061 + Penalty 3047.840644 = -1214177.254417
  nChanged 565
		SP:Iteration 8Q (7386.320000 sec): 3 clusters
  Score: Raw -1217578.448461 + Penalty 3047.840644 = -1214530.607817
  nChanged 575
		SP:Iteration 9Q (7386.340000 sec): 3 clusters
  Score: Raw -1217980.903847 + Penalty 3047.840644 = -1214933.063202
  nChanged 545
		SP:Iteration 10Q (7386.370000 sec): 3 clusters
  Score: Raw -1218383.949672 + Penalty 3047.840644 = -1215336.109028
  nChanged 482
		SP:Iteration 11Q (7386.400000 sec): 3 clusters
  Score: Raw -1218738.509246 + Penalty 3047.840644 = -1215690.668601
  nChanged 413
		SP:Iteration 12Q (7386.420000 sec): 3 clusters
  Score: Raw -1219063.666331 + Penalty 3047.840644 = -1216015.825687
  nChanged 327
		SP:Iteration 13Q (7386.450000 sec): 3 clusters
  Score: Raw -1219325.721123 + Penalty 3047.840644 = -1216277.880479
  nChanged 205
		SP:Iteration 14Q (7386.470000 sec): 3 clusters
  Score: Raw -1219477.276513 + Penalty 3047.840644 = -1216429.435868
  nChanged 133
		SP:Iteration 15Q (7386.490000 sec): 3 clusters
  Score: Raw -1219588.953267 + Penalty 3047.840644 = -1216541.112623
  nChanged 96
		SP:Iteration 16Q (7386.520000 sec): 3 clusters
  Score: Raw -1219672.892660 + Penalty 3047.840644 = -1216625.052016
  nChanged 78
		SP:Iteration 17Q (7386.540000 sec): 3 clusters
  Score: Raw -1219740.853847 + Penalty 3047.840644 = -1216693.013203
  nChanged 58
		SP:Iteration 18Q (7386.560000 sec): 3 clusters
  Score: Raw -1219791.633089 + Penalty 3047.840644 = -1216743.792445
  nChanged 30
		SP:Iteration 19Q (7386.580000 sec): 3 clusters
  Score: Raw -1219818.222495 + Penalty 3047.840644 = -1216770.381851
  nChanged 20
		SP:Iteration 20F (7386.610000 sec): 3 clusters
  Score: Raw -1219836.735696 + Penalty 3047.840644 = -1216788.895051
  nChanged 14
		SP:Iteration 21Q (7386.630000 sec): 3 clusters
  Score: Raw -1219848.690485 + Penalty 3047.840644 = -1216800.849841
  nChanged 11
		SP:Iteration 22Q (7386.650000 sec): 3 clusters
  Score: Raw -1219862.180920 + Penalty 3047.840644 = -1216814.340276
  nChanged 14
		SP:Iteration 23Q (7386.670000 sec): 3 clusters
  Score: Raw -1219876.961840 + Penalty 3047.840644 = -1216829.121195
  nChanged 14
		SP:Iteration 24Q (7386.680000 sec): 3 clusters
  Score: Raw -1219887.000499 + Penalty 3047.840644 = -1216839.159854
  nChanged 6
		SP:Iteration 25Q (7386.700000 sec): 3 clusters
  Score: Raw -1219891.978176 + Penalty 3047.840644 = -1216844.137531
  nChanged 6
		SP:Iteration 26Q (7386.720000 sec): 3 clusters
  Score: Raw -1219898.121045 + Penalty 3047.840644 = -1216850.280400
  nChanged 2
		SP:Iteration 27Q (7386.740000 sec): 3 clusters
  Score: Raw -1219900.079107 + Penalty 3047.840644 = -1216852.238463
  nChanged 3
		SP:Iteration 28Q (7386.760000 sec): 3 clusters
  Score: Raw -1219904.543731 + Penalty 3047.840644 = -1216856.703086
  nChanged 2
		SP:Iteration 29Q (7386.780000 sec): 3 clusters
  Score: Raw -1219905.267754 + Penalty 3047.840644 = -1216857.427109
  nChanged 0
		SP:Iteration 30F (7386.810000 sec): 3 clusters
  Score: Raw -1219905.267754 + Penalty 3047.840644 = -1216857.427109
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (32828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7386.910000 sec): 2 clusters
  Score: Raw -3396842.950657 + Penalty 1689.843527 = -3395153.107130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7387.000000 sec): 3 clusters
  Score: Raw -3376597.641165 + Penalty 3379.687054 = -3373217.954111
  nChanged 15076
		SP:Iteration 1F (7387.080000 sec): 3 clusters
  Score: Raw -3385217.672347 + Penalty 3379.687054 = -3381837.985293
  nChanged 1728
		SP:Iteration 2F (7387.160000 sec): 3 clusters
  Score: Raw -3385934.937319 + Penalty 3379.687054 = -3382555.250265
  nChanged 1874
		SP:Iteration 3F (7387.250000 sec): 3 clusters
  Score: Raw -3386830.062571 + Penalty 3379.687054 = -3383450.375517
  nChanged 2022
		SP:Iteration 4F (7387.330000 sec): 3 clusters
  Score: Raw -3387924.439727 + Penalty 3379.687054 = -3384544.752673
  nChanged 2161
		SP:Iteration 5F (7387.410000 sec): 3 clusters
  Score: Raw -3389173.444756 + Penalty 3379.687054 = -3385793.757703
  nChanged 2034
		SP:Iteration 6F (7387.500000 sec): 3 clusters
  Score: Raw -3390324.878940 + Penalty 3379.687054 = -3386945.191886
  nChanged 1744
		SP:Iteration 7F (7387.580000 sec): 3 clusters
  Score: Raw -3391322.078495 + Penalty 3379.687054 = -3387942.391441
  nChanged 1511
		SP:Iteration 8Q (7387.660000 sec): 3 clusters
  Score: Raw -3392206.314230 + Penalty 3379.687054 = -3388826.627176
  nChanged 1349
		SP:Iteration 9Q (7387.750000 sec): 3 clusters
  Score: Raw -3393033.637373 + Penalty 3379.687054 = -3389653.950319
  nChanged 1246
		SP:Iteration 10Q (7387.830000 sec): 3 clusters
  Score: Raw -3393849.856196 + Penalty 3379.687054 = -3390470.169142
  nChanged 1132
		SP:Iteration 11Q (7387.920000 sec): 3 clusters
  Score: Raw -3394640.751020 + Penalty 3379.687054 = -3391261.063966
  nChanged 935
		SP:Iteration 12Q (7388.000000 sec): 3 clusters
  Score: Raw -3395350.546872 + Penalty 3379.687054 = -3391970.859818
  nChanged 727
		SP:Iteration 13Q (7388.080000 sec): 3 clusters
  Score: Raw -3395909.132715 + Penalty 3379.687054 = -3392529.445661
  nChanged 516
		SP:Iteration 14Q (7388.170000 sec): 3 clusters
  Score: Raw -3396333.373074 + Penalty 3379.687054 = -3392953.686020
  nChanged 348
		SP:Iteration 15Q (7388.240000 sec): 3 clusters
  Score: Raw -3396621.561988 + Penalty 3379.687054 = -3393241.874934
  nChanged 215
		SP:Iteration 16Q (7388.310000 sec): 3 clusters
  Score: Raw -3396803.573762 + Penalty 3379.687054 = -3393423.886708
  nChanged 154
		SP:Iteration 17Q (7388.370000 sec): 3 clusters
  Score: Raw -3396925.280555 + Penalty 3379.687054 = -3393545.593501
  nChanged 71
		SP:Iteration 18Q (7388.440000 sec): 3 clusters
  Score: Raw -3396979.662771 + Penalty 3379.687054 = -3393599.975717
  nChanged 46
		SP:Iteration 19Q (7388.500000 sec): 3 clusters
  Score: Raw -3397008.498412 + Penalty 3379.687054 = -3393628.811358
  nChanged 27
		SP:Iteration 20F (7388.580000 sec): 3 clusters
  Score: Raw -3397027.750906 + Penalty 3379.687054 = -3393648.063853
  nChanged 20
		SP:Iteration 21Q (7388.640000 sec): 3 clusters
  Score: Raw -3397044.079735 + Penalty 3379.687054 = -3393664.392681
  nChanged 15
		SP:Iteration 22Q (7388.700000 sec): 3 clusters
  Score: Raw -3397055.870913 + Penalty 3379.687054 = -3393676.183859
  nChanged 15
		SP:Iteration 23Q (7388.760000 sec): 3 clusters
  Score: Raw -3397066.978334 + Penalty 3379.687054 = -3393687.291280
  nChanged 10
		SP:Iteration 24Q (7388.820000 sec): 3 clusters
  Score: Raw -3397073.954162 + Penalty 3379.687054 = -3393694.267109
  nChanged 11
		SP:Iteration 25Q (7388.880000 sec): 3 clusters
  Score: Raw -3397081.990057 + Penalty 3379.687054 = -3393702.303003
  nChanged 9
		SP:Iteration 26Q (7388.940000 sec): 3 clusters
  Score: Raw -3397089.581864 + Penalty 3379.687054 = -3393709.894810
  nChanged 7
		SP:Iteration 27Q (7389.000000 sec): 3 clusters
  Score: Raw -3397095.794298 + Penalty 3379.687054 = -3393716.107245
  nChanged 7
		SP:Iteration 28Q (7389.060000 sec): 3 clusters
  Score: Raw -3397100.817236 + Penalty 3379.687054 = -3393721.130182
  nChanged 7
		SP:Iteration 29Q (7389.120000 sec): 3 clusters
  Score: Raw -3397104.302260 + Penalty 3379.687054 = -3393724.615206
  nChanged 6
		SP:Iteration 30Q (7389.180000 sec): 3 clusters
  Score: Raw -3397107.774294 + Penalty 3379.687054 = -3393728.087241
  nChanged 2
		SP:Iteration 31Q (7389.240000 sec): 3 clusters
  Score: Raw -3397109.029734 + Penalty 3379.687054 = -3393729.342680
  nChanged 0
		SP:Iteration 32F (7389.320000 sec): 3 clusters
  Score: Raw -3397109.029734 + Penalty 3379.687054 = -3393729.342680
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7389.350000 sec): 2 clusters
  Score: Raw -128572.673664 + Penalty 1171.637940 = -127401.035725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7389.350000 sec): 3 clusters
  Score: Raw -128065.469440 + Penalty 2343.275879 = -125722.193561
  nChanged 444
		SP:Iteration 1F (7389.350000 sec): 3 clusters
  Score: Raw -128364.864781 + Penalty 2343.275879 = -126021.588901
  nChanged 105
		SP:Iteration 2F (7389.360000 sec): 3 clusters
  Score: Raw -128452.664188 + Penalty 2343.275879 = -126109.388309
  nChanged 63
		SP:Iteration 3Q (7389.360000 sec): 3 clusters
  Score: Raw -128502.382983 + Penalty 2343.275879 = -126159.107104
  nChanged 42
		SP:Iteration 4Q (7389.370000 sec): 3 clusters
  Score: Raw -128535.529468 + Penalty 2343.275879 = -126192.253589
  nChanged 32
		SP:Iteration 5Q (7389.370000 sec): 3 clusters
  Score: Raw -128565.037785 + Penalty 2343.275879 = -126221.761906
  nChanged 41
		SP:Iteration 6Q (7389.370000 sec): 3 clusters
  Score: Raw -128609.568906 + Penalty 2343.275879 = -126266.293026
  nChanged 38
		SP:Iteration 7Q (7389.370000 sec): 3 clusters
  Score: Raw -128639.652470 + Penalty 2343.275879 = -126296.376591
  nChanged 26
		SP:Iteration 8Q (7389.380000 sec): 3 clusters
  Score: Raw -128660.001565 + Penalty 2343.275879 = -126316.725686
  nChanged 22
		SP:Iteration 9Q (7389.380000 sec): 3 clusters
  Score: Raw -128675.059504 + Penalty 2343.275879 = -126331.783625
  nChanged 18
		SP:Iteration 10Q (7389.380000 sec): 3 clusters
  Score: Raw -128690.198193 + Penalty 2343.275879 = -126346.922314
  nChanged 14
		SP:Iteration 11Q (7389.390000 sec): 3 clusters
  Score: Raw -128701.606549 + Penalty 2343.275879 = -126358.330669
  nChanged 17
		SP:Iteration 12Q (7389.390000 sec): 3 clusters
  Score: Raw -128714.969153 + Penalty 2343.275879 = -126371.693273
  nChanged 10
		SP:Iteration 13Q (7389.390000 sec): 3 clusters
  Score: Raw -128723.116087 + Penalty 2343.275879 = -126379.840208
  nChanged 13
		SP:Iteration 14Q (7389.390000 sec): 3 clusters
  Score: Raw -128734.368914 + Penalty 2343.275879 = -126391.093035
  nChanged 17
		SP:Iteration 15Q (7389.400000 sec): 3 clusters
  Score: Raw -128752.431166 + Penalty 2343.275879 = -126409.155287
  nChanged 24
		SP:Iteration 16Q (7389.400000 sec): 3 clusters
  Score: Raw -128772.954711 + Penalty 2343.275879 = -126429.678832
  nChanged 15
		SP:Iteration 17Q (7389.410000 sec): 3 clusters
  Score: Raw -128788.158440 + Penalty 2343.275879 = -126444.882561
  nChanged 17
		SP:Iteration 18Q (7389.410000 sec): 3 clusters
  Score: Raw -128804.958319 + Penalty 2343.275879 = -126461.682440
  nChanged 14
		SP:Iteration 19Q (7389.410000 sec): 3 clusters
  Score: Raw -128817.109730 + Penalty 2343.275879 = -126473.833850
  nChanged 15
		SP:Iteration 20F (7389.410000 sec): 3 clusters
  Score: Raw -128835.111222 + Penalty 2343.275879 = -126491.835343
  nChanged 17
		SP:Iteration 21Q (7389.420000 sec): 3 clusters
  Score: Raw -128851.176724 + Penalty 2343.275879 = -126507.900845
  nChanged 9
		SP:Iteration 22Q (7389.420000 sec): 3 clusters
  Score: Raw -128860.139487 + Penalty 2343.275879 = -126516.863608
  nChanged 10
		SP:Iteration 23Q (7389.420000 sec): 3 clusters
  Score: Raw -128867.310041 + Penalty 2343.275879 = -126524.034162
  nChanged 7
		SP:Iteration 24Q (7389.430000 sec): 3 clusters
  Score: Raw -128872.756286 + Penalty 2343.275879 = -126529.480407
  nChanged 8
		SP:Iteration 25Q (7389.430000 sec): 3 clusters
  Score: Raw -128880.437224 + Penalty 2343.275879 = -126537.161345
  nChanged 9
		SP:Iteration 26Q (7389.430000 sec): 3 clusters
  Score: Raw -128888.432932 + Penalty 2343.275879 = -126545.157053
  nChanged 7
		SP:Iteration 27Q (7389.430000 sec): 3 clusters
  Score: Raw -128899.250780 + Penalty 2343.275879 = -126555.974901
  nChanged 12
		SP:Iteration 28Q (7389.440000 sec): 3 clusters
  Score: Raw -128912.478072 + Penalty 2343.275879 = -126569.202192
  nChanged 15
		SP:Iteration 29Q (7389.440000 sec): 3 clusters
  Score: Raw -128933.459599 + Penalty 2343.275879 = -126590.183719
  nChanged 17
		SP:Iteration 30Q (7389.440000 sec): 3 clusters
  Score: Raw -128962.087097 + Penalty 2343.275879 = -126618.811218
  nChanged 24
		SP:Iteration 31Q (7389.450000 sec): 3 clusters
  Score: Raw -129001.251335 + Penalty 2343.275879 = -126657.975456
  nChanged 20
		SP:Iteration 32Q (7389.450000 sec): 3 clusters
  Score: Raw -129040.343310 + Penalty 2343.275879 = -126697.067430
  nChanged 23
		SP:Iteration 33Q (7389.450000 sec): 3 clusters
  Score: Raw -129073.915106 + Penalty 2343.275879 = -126730.639227
  nChanged 15
		SP:Iteration 34Q (7389.450000 sec): 3 clusters
  Score: Raw -129089.205314 + Penalty 2343.275879 = -126745.929434
  nChanged 13
		SP:Iteration 35Q (7389.460000 sec): 3 clusters
  Score: Raw -129107.576366 + Penalty 2343.275879 = -126764.300487
  nChanged 14
		SP:Iteration 36Q (7389.460000 sec): 3 clusters
  Score: Raw -129125.773104 + Penalty 2343.275879 = -126782.497225
  nChanged 10
		SP:Iteration 37Q (7389.460000 sec): 3 clusters
  Score: Raw -129133.376686 + Penalty 2343.275879 = -126790.100807
  nChanged 4
		SP:Iteration 38Q (7389.470000 sec): 3 clusters
  Score: Raw -129140.679831 + Penalty 2343.275879 = -126797.403952
  nChanged 4
		SP:Iteration 39Q (7389.470000 sec): 3 clusters
  Score: Raw -129146.472068 + Penalty 2343.275879 = -126803.196189
  nChanged 5
		SP:Iteration 40F (7389.470000 sec): 3 clusters
  Score: Raw -129155.390843 + Penalty 2343.275879 = -126812.114964
  nChanged 4
		SP:Iteration 41Q (7389.470000 sec): 3 clusters
  Score: Raw -129159.747916 + Penalty 2343.275879 = -126816.472037
  nChanged 3
		SP:Iteration 42Q (7389.470000 sec): 3 clusters
  Score: Raw -129163.228077 + Penalty 2343.275879 = -126819.952198
  nChanged 2
		SP:Iteration 43Q (7389.480000 sec): 3 clusters
  Score: Raw -129165.723686 + Penalty 2343.275879 = -126822.447807
  nChanged 1
		SP:Iteration 44Q (7389.480000 sec): 3 clusters
  Score: Raw -129166.421895 + Penalty 2343.275879 = -126823.146016
  nChanged 0
		SP:Iteration 45F (7389.490000 sec): 3 clusters
  Score: Raw -129166.421895 + Penalty 2343.275879 = -126823.146016
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7389.500000 sec): 2 clusters
  Score: Raw -323894.025644 + Penalty 1325.479520 = -322568.546124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7389.510000 sec): 3 clusters
  Score: Raw -322205.325258 + Penalty 2650.959040 = -319554.366218
  nChanged 1358
		SP:Iteration 1F (7389.510000 sec): 3 clusters
  Score: Raw -322981.917062 + Penalty 2650.959040 = -320330.958021
  nChanged 263
		SP:Iteration 2F (7389.520000 sec): 3 clusters
  Score: Raw -323156.402359 + Penalty 2650.959040 = -320505.443318
  nChanged 202
		SP:Iteration 3F (7389.530000 sec): 3 clusters
  Score: Raw -323301.459285 + Penalty 2650.959040 = -320650.500245
  nChanged 165
		SP:Iteration 4Q (7389.540000 sec): 3 clusters
  Score: Raw -323405.559259 + Penalty 2650.959040 = -320754.600219
  nChanged 129
		SP:Iteration 5Q (7389.550000 sec): 3 clusters
  Score: Raw -323476.473426 + Penalty 2650.959040 = -320825.514386
  nChanged 110
		SP:Iteration 6Q (7389.550000 sec): 3 clusters
  Score: Raw -323540.320216 + Penalty 2650.959040 = -320889.361175
  nChanged 113
		SP:Iteration 7Q (7389.560000 sec): 3 clusters
  Score: Raw -323609.479046 + Penalty 2650.959040 = -320958.520006
  nChanged 106
		SP:Iteration 8Q (7389.570000 sec): 3 clusters
  Score: Raw -323686.201479 + Penalty 2650.959040 = -321035.242438
  nChanged 108
		SP:Iteration 9Q (7389.580000 sec): 3 clusters
  Score: Raw -323768.181481 + Penalty 2650.959040 = -321117.222440
  nChanged 93
		SP:Iteration 10Q (7389.590000 sec): 3 clusters
  Score: Raw -323827.336047 + Penalty 2650.959040 = -321176.377007
  nChanged 86
		SP:Iteration 11Q (7389.590000 sec): 3 clusters
  Score: Raw -323879.630048 + Penalty 2650.959040 = -321228.671008
  nChanged 90
		SP:Iteration 12Q (7389.600000 sec): 3 clusters
  Score: Raw -323941.269937 + Penalty 2650.959040 = -321290.310897
  nChanged 98
		SP:Iteration 13Q (7389.610000 sec): 3 clusters
  Score: Raw -324010.386387 + Penalty 2650.959040 = -321359.427347
  nChanged 74
		SP:Iteration 14Q (7389.620000 sec): 3 clusters
  Score: Raw -324063.707642 + Penalty 2650.959040 = -321412.748602
  nChanged 83
		SP:Iteration 15Q (7389.630000 sec): 3 clusters
  Score: Raw -324117.616047 + Penalty 2650.959040 = -321466.657007
  nChanged 85
		SP:Iteration 16Q (7389.630000 sec): 3 clusters
  Score: Raw -324177.765475 + Penalty 2650.959040 = -321526.806435
  nChanged 77
		SP:Iteration 17Q (7389.640000 sec): 3 clusters
  Score: Raw -324225.306911 + Penalty 2650.959040 = -321574.347871
  nChanged 51
		SP:Iteration 18Q (7389.650000 sec): 3 clusters
  Score: Raw -324249.513683 + Penalty 2650.959040 = -321598.554643
  nChanged 38
		SP:Iteration 19Q (7389.660000 sec): 3 clusters
  Score: Raw -324269.004432 + Penalty 2650.959040 = -321618.045392
  nChanged 24
		SP:Iteration 20F (7389.670000 sec): 3 clusters
  Score: Raw -324282.503168 + Penalty 2650.959040 = -321631.544128
  nChanged 21
		SP:Iteration 21Q (7389.670000 sec): 3 clusters
  Score: Raw -324291.400916 + Penalty 2650.959040 = -321640.441876
  nChanged 18
		SP:Iteration 22Q (7389.680000 sec): 3 clusters
  Score: Raw -324299.930597 + Penalty 2650.959040 = -321648.971557
  nChanged 16
		SP:Iteration 23Q (7389.690000 sec): 3 clusters
  Score: Raw -324304.621343 + Penalty 2650.959040 = -321653.662303
  nChanged 8
		SP:Iteration 24Q (7389.690000 sec): 3 clusters
  Score: Raw -324307.810949 + Penalty 2650.959040 = -321656.851909
  nChanged 8
		SP:Iteration 25Q (7389.700000 sec): 3 clusters
  Score: Raw -324310.173250 + Penalty 2650.959040 = -321659.214210
  nChanged 4
		SP:Iteration 26Q (7389.710000 sec): 3 clusters
  Score: Raw -324311.299100 + Penalty 2650.959040 = -321660.340060
  nChanged 5
		SP:Iteration 27Q (7389.720000 sec): 3 clusters
  Score: Raw -324313.374445 + Penalty 2650.959040 = -321662.415405
  nChanged 6
		SP:Iteration 28Q (7389.730000 sec): 3 clusters
  Score: Raw -324315.779508 + Penalty 2650.959040 = -321664.820467
  nChanged 8
		SP:Iteration 29Q (7389.730000 sec): 3 clusters
  Score: Raw -324319.606241 + Penalty 2650.959040 = -321668.647201
  nChanged 11
		SP:Iteration 30Q (7389.740000 sec): 3 clusters
  Score: Raw -324322.880127 + Penalty 2650.959040 = -321671.921087
  nChanged 11
		SP:Iteration 31Q (7389.750000 sec): 3 clusters
  Score: Raw -324327.370245 + Penalty 2650.959040 = -321676.411205
  nChanged 12
		SP:Iteration 32Q (7389.760000 sec): 3 clusters
  Score: Raw -324333.075784 + Penalty 2650.959040 = -321682.116743
  nChanged 10
		SP:Iteration 33Q (7389.760000 sec): 3 clusters
  Score: Raw -324336.208706 + Penalty 2650.959040 = -321685.249665
  nChanged 5
		SP:Iteration 34Q (7389.770000 sec): 3 clusters
  Score: Raw -324338.017336 + Penalty 2650.959040 = -321687.058296
  nChanged 7
		SP:Iteration 35Q (7389.780000 sec): 3 clusters
  Score: Raw -324340.237344 + Penalty 2650.959040 = -321689.278304
  nChanged 5
		SP:Iteration 36Q (7389.790000 sec): 3 clusters
  Score: Raw -324342.286932 + Penalty 2650.959040 = -321691.327892
  nChanged 8
		SP:Iteration 37Q (7389.790000 sec): 3 clusters
  Score: Raw -324344.778572 + Penalty 2650.959040 = -321693.819532
  nChanged 6
		SP:Iteration 38Q (7389.800000 sec): 3 clusters
  Score: Raw -324346.968825 + Penalty 2650.959040 = -321696.009784
  nChanged 5
		SP:Iteration 39Q (7389.810000 sec): 3 clusters
  Score: Raw -324348.179951 + Penalty 2650.959040 = -321697.220911
  nChanged 4
		SP:Iteration 40F (7389.820000 sec): 3 clusters
  Score: Raw -324348.820140 + Penalty 2650.959040 = -321697.861100
  nChanged 4
		SP:Iteration 41Q (7389.830000 sec): 3 clusters
  Score: Raw -324349.971076 + Penalty 2650.959040 = -321699.012036
  nChanged 0
		SP:Iteration 42F (7389.830000 sec): 3 clusters
  Score: Raw -324349.971076 + Penalty 2650.959040 = -321699.012036
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7389.900000 sec): 2 clusters
  Score: Raw -2108643.579659 + Penalty 1615.885288 = -2107027.694371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7389.950000 sec): 3 clusters
  Score: Raw -2096047.809844 + Penalty 3231.770577 = -2092816.039268
  nChanged 9416
		SP:Iteration 1F (7390.000000 sec): 3 clusters
  Score: Raw -2101177.402304 + Penalty 3231.770577 = -2097945.631727
  nChanged 1000
		SP:Iteration 2Q (7390.060000 sec): 3 clusters
  Score: Raw -2101510.321183 + Penalty 3231.770577 = -2098278.550606
  nChanged 962
		SP:Iteration 3Q (7390.110000 sec): 3 clusters
  Score: Raw -2101836.708161 + Penalty 3231.770577 = -2098604.937585
  nChanged 900
		SP:Iteration 4Q (7390.160000 sec): 3 clusters
  Score: Raw -2102142.278327 + Penalty 3231.770577 = -2098910.507750
  nChanged 802
		SP:Iteration 5Q (7390.220000 sec): 3 clusters
  Score: Raw -2102444.420378 + Penalty 3231.770577 = -2099212.649801
  nChanged 872
		SP:Iteration 6Q (7390.270000 sec): 3 clusters
  Score: Raw -2102822.945970 + Penalty 3231.770577 = -2099591.175393
  nChanged 980
		SP:Iteration 7Q (7390.320000 sec): 3 clusters
  Score: Raw -2103292.425421 + Penalty 3231.770577 = -2100060.654844
  nChanged 1074
		SP:Iteration 8F (7390.370000 sec): 3 clusters
  Score: Raw -2103858.556468 + Penalty 3231.770577 = -2100626.785891
  nChanged 1126
		SP:Iteration 9F (7390.420000 sec): 3 clusters
  Score: Raw -2104507.868137 + Penalty 3231.770577 = -2101276.097560
  nChanged 1127
		SP:Iteration 10F (7390.470000 sec): 3 clusters
  Score: Raw -2105187.287442 + Penalty 3231.770577 = -2101955.516866
  nChanged 1075
		SP:Iteration 11F (7390.530000 sec): 3 clusters
  Score: Raw -2105888.533009 + Penalty 3231.770577 = -2102656.762433
  nChanged 971
		SP:Iteration 12Q (7390.580000 sec): 3 clusters
  Score: Raw -2106517.641832 + Penalty 3231.770577 = -2103285.871255
  nChanged 789
		SP:Iteration 13Q (7390.630000 sec): 3 clusters
  Score: Raw -2107050.838760 + Penalty 3231.770577 = -2103819.068183
  nChanged 663
		SP:Iteration 14Q (7390.680000 sec): 3 clusters
  Score: Raw -2107529.867391 + Penalty 3231.770577 = -2104298.096814
  nChanged 552
		SP:Iteration 15Q (7390.730000 sec): 3 clusters
  Score: Raw -2107954.831336 + Penalty 3231.770577 = -2104723.060759
  nChanged 392
		SP:Iteration 16Q (7390.780000 sec): 3 clusters
  Score: Raw -2108253.510638 + Penalty 3231.770577 = -2105021.740061
  nChanged 265
		SP:Iteration 17Q (7390.830000 sec): 3 clusters
  Score: Raw -2108466.393773 + Penalty 3231.770577 = -2105234.623196
  nChanged 161
		SP:Iteration 18Q (7390.870000 sec): 3 clusters
  Score: Raw -2108586.206866 + Penalty 3231.770577 = -2105354.436289
  nChanged 100
		SP:Iteration 19Q (7390.920000 sec): 3 clusters
  Score: Raw -2108655.216711 + Penalty 3231.770577 = -2105423.446134
  nChanged 71
		SP:Iteration 20F (7390.970000 sec): 3 clusters
  Score: Raw -2108710.714828 + Penalty 3231.770577 = -2105478.944252
  nChanged 54
		SP:Iteration 21Q (7391.010000 sec): 3 clusters
  Score: Raw -2108757.332542 + Penalty 3231.770577 = -2105525.561965
  nChanged 34
		SP:Iteration 22Q (7391.050000 sec): 3 clusters
  Score: Raw -2108788.971449 + Penalty 3231.770577 = -2105557.200872
  nChanged 27
		SP:Iteration 23Q (7391.090000 sec): 3 clusters
  Score: Raw -2108810.883108 + Penalty 3231.770577 = -2105579.112531
  nChanged 18
		SP:Iteration 24Q (7391.120000 sec): 3 clusters
  Score: Raw -2108825.021530 + Penalty 3231.770577 = -2105593.250954
  nChanged 12
		SP:Iteration 25Q (7391.160000 sec): 3 clusters
  Score: Raw -2108835.052175 + Penalty 3231.770577 = -2105603.281598
  nChanged 9
		SP:Iteration 26Q (7391.200000 sec): 3 clusters
  Score: Raw -2108843.436904 + Penalty 3231.770577 = -2105611.666328
  nChanged 6
		SP:Iteration 27Q (7391.240000 sec): 3 clusters
  Score: Raw -2108849.816924 + Penalty 3231.770577 = -2105618.046347
  nChanged 12
		SP:Iteration 28Q (7391.270000 sec): 3 clusters
  Score: Raw -2108864.357262 + Penalty 3231.770577 = -2105632.586685
  nChanged 7
		SP:Iteration 29Q (7391.310000 sec): 3 clusters
  Score: Raw -2108871.959434 + Penalty 3231.770577 = -2105640.188857
  nChanged 7
		SP:Iteration 30Q (7391.350000 sec): 3 clusters
  Score: Raw -2108875.862710 + Penalty 3231.770577 = -2105644.092133
  nChanged 4
		SP:Iteration 31Q (7391.390000 sec): 3 clusters
  Score: Raw -2108879.644456 + Penalty 3231.770577 = -2105647.873879
  nChanged 7
		SP:Iteration 32Q (7391.420000 sec): 3 clusters
  Score: Raw -2108885.232974 + Penalty 3231.770577 = -2105653.462398
  nChanged 4
		SP:Iteration 33Q (7391.460000 sec): 3 clusters
  Score: Raw -2108887.999171 + Penalty 3231.770577 = -2105656.228594
  nChanged 2
		SP:Iteration 34Q (7391.500000 sec): 3 clusters
  Score: Raw -2108889.364697 + Penalty 3231.770577 = -2105657.594120
  nChanged 1
		SP:Iteration 35Q (7391.530000 sec): 3 clusters
  Score: Raw -2108890.030472 + Penalty 3231.770577 = -2105658.259896
  nChanged 2
		SP:Iteration 36Q (7391.570000 sec): 3 clusters
  Score: Raw -2108891.657443 + Penalty 3231.770577 = -2105659.886867
  nChanged 2
		SP:Iteration 37Q (7391.610000 sec): 3 clusters
  Score: Raw -2108892.432121 + Penalty 3231.770577 = -2105660.661544
  nChanged 0
		SP:Iteration 38F (7391.660000 sec): 3 clusters
  Score: Raw -2108892.432121 + Penalty 3231.770577 = -2105660.661544
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7391.690000 sec): 2 clusters
  Score: Raw -891682.944754 + Penalty 1476.442018 = -890206.502736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7391.710000 sec): 3 clusters
  Score: Raw -886696.223973 + Penalty 2952.884037 = -883743.339936
  nChanged 3758
		SP:Iteration 1F (7391.730000 sec): 3 clusters
  Score: Raw -888743.499256 + Penalty 2952.884037 = -885790.615219
  nChanged 581
		SP:Iteration 2F (7391.750000 sec): 3 clusters
  Score: Raw -889014.830957 + Penalty 2952.884037 = -886061.946920
  nChanged 497
		SP:Iteration 3F (7391.770000 sec): 3 clusters
  Score: Raw -889238.881873 + Penalty 2952.884037 = -886285.997836
  nChanged 412
		SP:Iteration 4Q (7391.790000 sec): 3 clusters
  Score: Raw -889434.867779 + Penalty 2952.884037 = -886481.983742
  nChanged 418
		SP:Iteration 5Q (7391.820000 sec): 3 clusters
  Score: Raw -889639.131346 + Penalty 2952.884037 = -886686.247309
  nChanged 370
		SP:Iteration 6Q (7391.840000 sec): 3 clusters
  Score: Raw -889838.289778 + Penalty 2952.884037 = -886885.405741
  nChanged 394
		SP:Iteration 7Q (7391.860000 sec): 3 clusters
  Score: Raw -890060.729534 + Penalty 2952.884037 = -887107.845497
  nChanged 383
		SP:Iteration 8Q (7391.880000 sec): 3 clusters
  Score: Raw -890299.827137 + Penalty 2952.884037 = -887346.943100
  nChanged 397
		SP:Iteration 9Q (7391.900000 sec): 3 clusters
  Score: Raw -890550.769652 + Penalty 2952.884037 = -887597.885615
  nChanged 370
		SP:Iteration 10Q (7391.920000 sec): 3 clusters
  Score: Raw -890782.216675 + Penalty 2952.884037 = -887829.332638
  nChanged 335
		SP:Iteration 11Q (7391.940000 sec): 3 clusters
  Score: Raw -890992.568560 + Penalty 2952.884037 = -888039.684523
  nChanged 290
		SP:Iteration 12Q (7391.960000 sec): 3 clusters
  Score: Raw -891165.328332 + Penalty 2952.884037 = -888212.444295
  nChanged 252
		SP:Iteration 13Q (7391.980000 sec): 3 clusters
  Score: Raw -891311.658593 + Penalty 2952.884037 = -888358.774556
  nChanged 211
		SP:Iteration 14Q (7392.000000 sec): 3 clusters
  Score: Raw -891469.427811 + Penalty 2952.884037 = -888516.543774
  nChanged 196
		SP:Iteration 15Q (7392.020000 sec): 3 clusters
  Score: Raw -891624.341772 + Penalty 2952.884037 = -888671.457735
  nChanged 177
		SP:Iteration 16Q (7392.040000 sec): 3 clusters
  Score: Raw -891761.404088 + Penalty 2952.884037 = -888808.520051
  nChanged 163
		SP:Iteration 17Q (7392.060000 sec): 3 clusters
  Score: Raw -891865.937888 + Penalty 2952.884037 = -888913.053851
  nChanged 120
		SP:Iteration 18Q (7392.080000 sec): 3 clusters
  Score: Raw -891942.021635 + Penalty 2952.884037 = -888989.137598
  nChanged 107
		SP:Iteration 19Q (7392.100000 sec): 3 clusters
  Score: Raw -892015.520525 + Penalty 2952.884037 = -889062.636488
  nChanged 91
		SP:Iteration 20F (7392.120000 sec): 3 clusters
  Score: Raw -892092.570524 + Penalty 2952.884037 = -889139.686487
  nChanged 101
		SP:Iteration 21Q (7392.140000 sec): 3 clusters
  Score: Raw -892177.117522 + Penalty 2952.884037 = -889224.233485
  nChanged 78
		SP:Iteration 22Q (7392.160000 sec): 3 clusters
  Score: Raw -892231.920477 + Penalty 2952.884037 = -889279.036440
  nChanged 76
		SP:Iteration 23Q (7392.180000 sec): 3 clusters
  Score: Raw -892283.476438 + Penalty 2952.884037 = -889330.592401
  nChanged 59
		SP:Iteration 24Q (7392.200000 sec): 3 clusters
  Score: Raw -892312.391863 + Penalty 2952.884037 = -889359.507826
  nChanged 44
		SP:Iteration 25Q (7392.210000 sec): 3 clusters
  Score: Raw -892331.622819 + Penalty 2952.884037 = -889378.738782
  nChanged 38
		SP:Iteration 26Q (7392.230000 sec): 3 clusters
  Score: Raw -892347.245752 + Penalty 2952.884037 = -889394.361715
  nChanged 32
		SP:Iteration 27Q (7392.250000 sec): 3 clusters
  Score: Raw -892359.290552 + Penalty 2952.884037 = -889406.406515
  nChanged 28
		SP:Iteration 28Q (7392.270000 sec): 3 clusters
  Score: Raw -892368.442164 + Penalty 2952.884037 = -889415.558127
  nChanged 18
		SP:Iteration 29Q (7392.280000 sec): 3 clusters
  Score: Raw -892375.475642 + Penalty 2952.884037 = -889422.591605
  nChanged 18
		SP:Iteration 30Q (7392.300000 sec): 3 clusters
  Score: Raw -892381.279187 + Penalty 2952.884037 = -889428.395150
  nChanged 18
		SP:Iteration 31Q (7392.320000 sec): 3 clusters
  Score: Raw -892386.291667 + Penalty 2952.884037 = -889433.407630
  nChanged 9
		SP:Iteration 32Q (7392.330000 sec): 3 clusters
  Score: Raw -892389.018956 + Penalty 2952.884037 = -889436.134919
  nChanged 6
		SP:Iteration 33Q (7392.350000 sec): 3 clusters
  Score: Raw -892390.331233 + Penalty 2952.884037 = -889437.447196
  nChanged 4
		SP:Iteration 34Q (7392.370000 sec): 3 clusters
  Score: Raw -892390.941874 + Penalty 2952.884037 = -889438.057837
  nChanged 3
		SP:Iteration 35Q (7392.380000 sec): 3 clusters
  Score: Raw -892391.360661 + Penalty 2952.884037 = -889438.476624
  nChanged 1
		SP:Iteration 36Q (7392.400000 sec): 3 clusters
  Score: Raw -892391.581457 + Penalty 2952.884037 = -889438.697420
  nChanged 2
		SP:Iteration 37Q (7392.420000 sec): 3 clusters
  Score: Raw -892391.851199 + Penalty 2952.884037 = -889438.967162
  nChanged 1
		SP:Iteration 38Q (7392.430000 sec): 3 clusters
  Score: Raw -892392.173420 + Penalty 2952.884037 = -889439.289383
  nChanged 0
		SP:Iteration 39F (7392.450000 sec): 3 clusters
  Score: Raw -892392.173420 + Penalty 2952.884037 = -889439.289383
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.460000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.470000 sec): 3 clusters
  Score: Raw -32814.574709 + Penalty 1897.262395 = -30917.312314
  nChanged 56
		SP:Iteration 1F (7392.470000 sec): 3 clusters
  Score: Raw -32913.141096 + Penalty 1897.262395 = -31015.878701
  nChanged 19
		SP:Iteration 2F (7392.470000 sec): 3 clusters
  Score: Raw -32951.806454 + Penalty 1897.262395 = -31054.544058
  nChanged 8
		SP:Iteration 3Q (7392.470000 sec): 3 clusters
  Score: Raw -32971.406572 + Penalty 1897.262395 = -31074.144177
  nChanged 4
		SP:Iteration 4Q (7392.470000 sec): 3 clusters
  Score: Raw -32980.658347 + Penalty 1897.262395 = -31083.395952
  nChanged 3
		SP:Iteration 5Q (7392.470000 sec): 3 clusters
  Score: Raw -32987.370416 + Penalty 1897.262395 = -31090.108020
  nChanged 1
		SP:Iteration 6Q (7392.470000 sec): 3 clusters
  Score: Raw -32992.008477 + Penalty 1897.262395 = -31094.746081
  nChanged 0
		SP:Iteration 7F (7392.470000 sec): 3 clusters
  Score: Raw -32992.008477 + Penalty 1897.262395 = -31094.746081
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.510000 sec): 2 clusters
  Score: Raw -1046263.622951 + Penalty 1503.069301 = -1044760.553651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.530000 sec): 3 clusters
  Score: Raw -1040300.520041 + Penalty 3006.138601 = -1037294.381439
  nChanged 4492
		SP:Iteration 1F (7392.550000 sec): 3 clusters
  Score: Raw -1042746.939992 + Penalty 3006.138601 = -1039740.801390
  nChanged 564
		SP:Iteration 2F (7392.580000 sec): 3 clusters
  Score: Raw -1042978.170846 + Penalty 3006.138601 = -1039972.032245
  nChanged 474
		SP:Iteration 3Q (7392.610000 sec): 3 clusters
  Score: Raw -1043180.983188 + Penalty 3006.138601 = -1040174.844587
  nChanged 430
		SP:Iteration 4Q (7392.630000 sec): 3 clusters
  Score: Raw -1043357.869623 + Penalty 3006.138601 = -1040351.731022
  nChanged 393
		SP:Iteration 5Q (7392.650000 sec): 3 clusters
  Score: Raw -1043547.322220 + Penalty 3006.138601 = -1040541.183619
  nChanged 405
		SP:Iteration 6Q (7392.680000 sec): 3 clusters
  Score: Raw -1043759.684497 + Penalty 3006.138601 = -1040753.545896
  nChanged 402
		SP:Iteration 7Q (7392.700000 sec): 3 clusters
  Score: Raw -1043989.602628 + Penalty 3006.138601 = -1040983.464027
  nChanged 438
		SP:Iteration 8Q (7392.730000 sec): 3 clusters
  Score: Raw -1044286.254968 + Penalty 3006.138601 = -1041280.116367
  nChanged 462
		SP:Iteration 9Q (7392.750000 sec): 3 clusters
  Score: Raw -1044620.794504 + Penalty 3006.138601 = -1041614.655903
  nChanged 480
		SP:Iteration 10Q (7392.780000 sec): 3 clusters
  Score: Raw -1044998.888742 + Penalty 3006.138601 = -1041992.750141
  nChanged 446
		SP:Iteration 11Q (7392.800000 sec): 3 clusters
  Score: Raw -1045349.117340 + Penalty 3006.138601 = -1042342.978738
  nChanged 425
		SP:Iteration 12Q (7392.820000 sec): 3 clusters
  Score: Raw -1045624.930763 + Penalty 3006.138601 = -1042618.792162
  nChanged 351
		SP:Iteration 13Q (7392.850000 sec): 3 clusters
  Score: Raw -1045826.554600 + Penalty 3006.138601 = -1042820.415999
  nChanged 310
		SP:Iteration 14Q (7392.870000 sec): 3 clusters
  Score: Raw -1045994.962280 + Penalty 3006.138601 = -1042988.823679
  nChanged 282
		SP:Iteration 15Q (7392.890000 sec): 3 clusters
  Score: Raw -1046124.603908 + Penalty 3006.138601 = -1043118.465307
  nChanged 201
		SP:Iteration 16Q (7392.910000 sec): 3 clusters
  Score: Raw -1046212.078499 + Penalty 3006.138601 = -1043205.939898
  nChanged 178
		SP:Iteration 17Q (7392.930000 sec): 3 clusters
  Score: Raw -1046279.854017 + Penalty 3006.138601 = -1043273.715416
  nChanged 153
		SP:Iteration 18Q (7392.960000 sec): 3 clusters
  Score: Raw -1046336.721103 + Penalty 3006.138601 = -1043330.582502
  nChanged 136
		SP:Iteration 19Q (7392.980000 sec): 3 clusters
  Score: Raw -1046384.682767 + Penalty 3006.138601 = -1043378.544166
  nChanged 119
		SP:Iteration 20F (7393.000000 sec): 3 clusters
  Score: Raw -1046426.188483 + Penalty 3006.138601 = -1043420.049882
  nChanged 104
		SP:Iteration 21Q (7393.030000 sec): 3 clusters
  Score: Raw -1046459.486463 + Penalty 3006.138601 = -1043453.347862
  nChanged 88
		SP:Iteration 22Q (7393.050000 sec): 3 clusters
  Score: Raw -1046484.871842 + Penalty 3006.138601 = -1043478.733241
  nChanged 77
		SP:Iteration 23Q (7393.070000 sec): 3 clusters
  Score: Raw -1046504.966000 + Penalty 3006.138601 = -1043498.827399
  nChanged 67
		SP:Iteration 24Q (7393.090000 sec): 3 clusters
  Score: Raw -1046521.005832 + Penalty 3006.138601 = -1043514.867230
  nChanged 61
		SP:Iteration 25Q (7393.110000 sec): 3 clusters
  Score: Raw -1046535.746078 + Penalty 3006.138601 = -1043529.607477
  nChanged 63
		SP:Iteration 26Q (7393.130000 sec): 3 clusters
  Score: Raw -1046551.594568 + Penalty 3006.138601 = -1043545.455967
  nChanged 52
		SP:Iteration 27Q (7393.150000 sec): 3 clusters
  Score: Raw -1046565.330485 + Penalty 3006.138601 = -1043559.191884
  nChanged 53
		SP:Iteration 28Q (7393.170000 sec): 3 clusters
  Score: Raw -1046578.321673 + Penalty 3006.138601 = -1043572.183072
  nChanged 54
		SP:Iteration 29Q (7393.190000 sec): 3 clusters
  Score: Raw -1046591.516858 + Penalty 3006.138601 = -1043585.378257
  nChanged 42
		SP:Iteration 30Q (7393.220000 sec): 3 clusters
  Score: Raw -1046600.778145 + Penalty 3006.138601 = -1043594.639544
  nChanged 31
		SP:Iteration 31Q (7393.240000 sec): 3 clusters
  Score: Raw -1046606.123717 + Penalty 3006.138601 = -1043599.985116
  nChanged 19
		SP:Iteration 32Q (7393.260000 sec): 3 clusters
  Score: Raw -1046609.686165 + Penalty 3006.138601 = -1043603.547564
  nChanged 16
		SP:Iteration 33Q (7393.280000 sec): 3 clusters
  Score: Raw -1046613.655150 + Penalty 3006.138601 = -1043607.516549
  nChanged 17
		SP:Iteration 34Q (7393.300000 sec): 3 clusters
  Score: Raw -1046616.210559 + Penalty 3006.138601 = -1043610.071958
  nChanged 17
		SP:Iteration 35Q (7393.320000 sec): 3 clusters
  Score: Raw -1046619.004359 + Penalty 3006.138601 = -1043612.865758
  nChanged 13
		SP:Iteration 36Q (7393.340000 sec): 3 clusters
  Score: Raw -1046621.082447 + Penalty 3006.138601 = -1043614.943846
  nChanged 16
		SP:Iteration 37Q (7393.360000 sec): 3 clusters
  Score: Raw -1046624.025628 + Penalty 3006.138601 = -1043617.887026
  nChanged 10
		SP:Iteration 38Q (7393.380000 sec): 3 clusters
  Score: Raw -1046625.584674 + Penalty 3006.138601 = -1043619.446073
  nChanged 11
		SP:Iteration 39Q (7393.400000 sec): 3 clusters
  Score: Raw -1046627.231272 + Penalty 3006.138601 = -1043621.092671
  nChanged 9
		SP:Iteration 40F (7393.430000 sec): 3 clusters
  Score: Raw -1046629.428526 + Penalty 3006.138601 = -1043623.289925
  nChanged 9
		SP:Iteration 41Q (7393.450000 sec): 3 clusters
  Score: Raw -1046630.365539 + Penalty 3006.138601 = -1043624.226938
  nChanged 1
		SP:Iteration 42Q (7393.470000 sec): 3 clusters
  Score: Raw -1046630.508063 + Penalty 3006.138601 = -1043624.369462
  nChanged 2
		SP:Iteration 43Q (7393.490000 sec): 3 clusters
  Score: Raw -1046630.849745 + Penalty 3006.138601 = -1043624.711144
  nChanged 3
		SP:Iteration 44Q (7393.510000 sec): 3 clusters
  Score: Raw -1046631.322913 + Penalty 3006.138601 = -1043625.184311
  nChanged 3
		SP:Iteration 45Q (7393.530000 sec): 3 clusters
  Score: Raw -1046631.963088 + Penalty 3006.138601 = -1043625.824487
  nChanged 4
		SP:Iteration 46Q (7393.550000 sec): 3 clusters
  Score: Raw -1046632.891116 + Penalty 3006.138601 = -1043626.752515
  nChanged 3
		SP:Iteration 47Q (7393.570000 sec): 3 clusters
  Score: Raw -1046633.320114 + Penalty 3006.138601 = -1043627.181512
  nChanged 4
		SP:Iteration 48Q (7393.590000 sec): 3 clusters
  Score: Raw -1046633.802796 + Penalty 3006.138601 = -1043627.664195
  nChanged 5
		SP:Iteration 49Q (7393.610000 sec): 3 clusters
  Score: Raw -1046634.646922 + Penalty 3006.138601 = -1043628.508321
  nChanged 3
		SP:Iteration 50Q (7393.630000 sec): 3 clusters
  Score: Raw -1046635.173383 + Penalty 3006.138601 = -1043629.034782
  nChanged 3
		SP:Iteration 51Q (7393.650000 sec): 3 clusters
  Score: Raw -1046635.863798 + Penalty 3006.138601 = -1043629.725197
  nChanged 5
		SP:Iteration 52Q (7393.670000 sec): 3 clusters
  Score: Raw -1046636.577902 + Penalty 3006.138601 = -1043630.439301
  nChanged 5
		SP:Iteration 53Q (7393.700000 sec): 3 clusters
  Score: Raw -1046637.390124 + Penalty 3006.138601 = -1043631.251523
  nChanged 2
		SP:Iteration 54Q (7393.720000 sec): 3 clusters
  Score: Raw -1046637.688961 + Penalty 3006.138601 = -1043631.550360
  nChanged 4
		SP:Iteration 55Q (7393.740000 sec): 3 clusters
  Score: Raw -1046638.308624 + Penalty 3006.138601 = -1043632.170023
  nChanged 6
		SP:Iteration 56Q (7393.760000 sec): 3 clusters
  Score: Raw -1046639.103037 + Penalty 3006.138601 = -1043632.964436
  nChanged 9
		SP:Iteration 57Q (7393.780000 sec): 3 clusters
  Score: Raw -1046640.520573 + Penalty 3006.138601 = -1043634.381972
  nChanged 7
		SP:Iteration 58Q (7393.800000 sec): 3 clusters
  Score: Raw -1046641.289810 + Penalty 3006.138601 = -1043635.151209
  nChanged 3
		SP:Iteration 59Q (7393.820000 sec): 3 clusters
  Score: Raw -1046641.813331 + Penalty 3006.138601 = -1043635.674729
  nChanged 6
		SP:Iteration 60F (7393.850000 sec): 3 clusters
  Score: Raw -1046642.686166 + Penalty 3006.138601 = -1043636.547565
  nChanged 5
		SP:Iteration 61Q (7393.870000 sec): 3 clusters
  Score: Raw -1046643.297766 + Penalty 3006.138601 = -1043637.159165
  nChanged 5
		SP:Iteration 62Q (7393.890000 sec): 3 clusters
  Score: Raw -1046643.795544 + Penalty 3006.138601 = -1043637.656943
  nChanged 3
		SP:Iteration 63Q (7393.910000 sec): 3 clusters
  Score: Raw -1046644.225395 + Penalty 3006.138601 = -1043638.086794
  nChanged 4
		SP:Iteration 64Q (7393.930000 sec): 3 clusters
  Score: Raw -1046645.097490 + Penalty 3006.138601 = -1043638.958889
  nChanged 6
		SP:Iteration 65Q (7393.950000 sec): 3 clusters
  Score: Raw -1046645.969291 + Penalty 3006.138601 = -1043639.830690
  nChanged 3
		SP:Iteration 66Q (7393.970000 sec): 3 clusters
  Score: Raw -1046646.456116 + Penalty 3006.138601 = -1043640.317515
  nChanged 3
		SP:Iteration 67Q (7393.990000 sec): 3 clusters
  Score: Raw -1046646.849528 + Penalty 3006.138601 = -1043640.710927
  nChanged 2
		SP:Iteration 68Q (7394.010000 sec): 3 clusters
  Score: Raw -1046647.162923 + Penalty 3006.138601 = -1043641.024322
  nChanged 4
		SP:Iteration 69Q (7394.030000 sec): 3 clusters
  Score: Raw -1046647.665844 + Penalty 3006.138601 = -1043641.527243
  nChanged 3
		SP:Iteration 70Q (7394.050000 sec): 3 clusters
  Score: Raw -1046648.107356 + Penalty 3006.138601 = -1043641.968755
  nChanged 5
		SP:Iteration 71Q (7394.070000 sec): 3 clusters
  Score: Raw -1046648.816907 + Penalty 3006.138601 = -1043642.678306
  nChanged 4
		SP:Iteration 72Q (7394.090000 sec): 3 clusters
  Score: Raw -1046649.374433 + Penalty 3006.138601 = -1043643.235832
  nChanged 4
		SP:Iteration 73Q (7394.120000 sec): 3 clusters
  Score: Raw -1046649.786248 + Penalty 3006.138601 = -1043643.647647
  nChanged 4
		SP:Iteration 74Q (7394.140000 sec): 3 clusters
  Score: Raw -1046650.618957 + Penalty 3006.138601 = -1043644.480355
  nChanged 4
		SP:Iteration 75Q (7394.160000 sec): 3 clusters
  Score: Raw -1046651.410484 + Penalty 3006.138601 = -1043645.271883
  nChanged 8
		SP:Iteration 76Q (7394.180000 sec): 3 clusters
  Score: Raw -1046652.993682 + Penalty 3006.138601 = -1043646.855081
  nChanged 5
		SP:Iteration 77Q (7394.200000 sec): 3 clusters
  Score: Raw -1046653.728123 + Penalty 3006.138601 = -1043647.589522
  nChanged 3
		SP:Iteration 78Q (7394.220000 sec): 3 clusters
  Score: Raw -1046654.308670 + Penalty 3006.138601 = -1043648.170069
  nChanged 3
		SP:Iteration 79Q (7394.240000 sec): 3 clusters
  Score: Raw -1046654.820985 + Penalty 3006.138601 = -1043648.682384
  nChanged 3
		SP:Iteration 80F (7394.270000 sec): 3 clusters
  Score: Raw -1046655.347869 + Penalty 3006.138601 = -1043649.209267
  nChanged 4
		SP:Iteration 81Q (7394.290000 sec): 3 clusters
  Score: Raw -1046656.244081 + Penalty 3006.138601 = -1043650.105480
  nChanged 4
		SP:Iteration 82Q (7394.310000 sec): 3 clusters
  Score: Raw -1046657.120933 + Penalty 3006.138601 = -1043650.982331
  nChanged 6
		SP:Iteration 83Q (7394.330000 sec): 3 clusters
  Score: Raw -1046657.912587 + Penalty 3006.138601 = -1043651.773986
  nChanged 2
		SP:Iteration 84Q (7394.350000 sec): 3 clusters
  Score: Raw -1046658.061471 + Penalty 3006.138601 = -1043651.922870
  nChanged 0
		SP:Iteration 85F (7394.370000 sec): 3 clusters
  Score: Raw -1046658.061471 + Penalty 3006.138601 = -1043651.922870
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.490000 sec): 2 clusters
  Score: Raw -3542736.234777 + Penalty 1704.212478 = -3541032.022299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.590000 sec): 3 clusters
  Score: Raw -3520329.700173 + Penalty 3408.424956 = -3516921.275217
  nChanged 16623
		SP:Iteration 1F (7394.680000 sec): 3 clusters
  Score: Raw -3529804.181287 + Penalty 3408.424956 = -3526395.756331
  nChanged 1785
		SP:Iteration 2Q (7394.770000 sec): 3 clusters
  Score: Raw -3530536.054186 + Penalty 3408.424956 = -3527127.629230
  nChanged 1917
		SP:Iteration 3F (7394.870000 sec): 3 clusters
  Score: Raw -3531465.518224 + Penalty 3408.424956 = -3528057.093268
  nChanged 2204
		SP:Iteration 4F (7394.960000 sec): 3 clusters
  Score: Raw -3532715.570530 + Penalty 3408.424956 = -3529307.145574
  nChanged 2375
		SP:Iteration 5F (7395.050000 sec): 3 clusters
  Score: Raw -3534124.054318 + Penalty 3408.424956 = -3530715.629362
  nChanged 2416
		SP:Iteration 6F (7395.150000 sec): 3 clusters
  Score: Raw -3535597.465448 + Penalty 3408.424956 = -3532189.040492
  nChanged 2254
		SP:Iteration 7F (7395.240000 sec): 3 clusters
  Score: Raw -3536803.006398 + Penalty 3408.424956 = -3533394.581442
  nChanged 1814
		SP:Iteration 8F (7395.330000 sec): 3 clusters
  Score: Raw -3537632.087739 + Penalty 3408.424956 = -3534223.662784
  nChanged 1427
		SP:Iteration 9Q (7395.430000 sec): 3 clusters
  Score: Raw -3538146.533481 + Penalty 3408.424956 = -3534738.108526
  nChanged 1005
		SP:Iteration 10Q (7395.520000 sec): 3 clusters
  Score: Raw -3538431.644203 + Penalty 3408.424956 = -3535023.219247
  nChanged 748
		SP:Iteration 11Q (7395.610000 sec): 3 clusters
  Score: Raw -3538589.752931 + Penalty 3408.424956 = -3535181.327976
  nChanged 508
		SP:Iteration 12Q (7395.710000 sec): 3 clusters
  Score: Raw -3538661.455944 + Penalty 3408.424956 = -3535253.030988
  nChanged 339
		SP:Iteration 13Q (7395.800000 sec): 3 clusters
  Score: Raw -3538702.705061 + Penalty 3408.424956 = -3535294.280105
  nChanged 265
		SP:Iteration 14Q (7395.890000 sec): 3 clusters
  Score: Raw -3538731.803302 + Penalty 3408.424956 = -3535323.378346
  nChanged 221
		SP:Iteration 15Q (7395.990000 sec): 3 clusters
  Score: Raw -3538755.135443 + Penalty 3408.424956 = -3535346.710487
  nChanged 195
		SP:Iteration 16Q (7396.080000 sec): 3 clusters
  Score: Raw -3538773.153137 + Penalty 3408.424956 = -3535364.728181
  nChanged 166
		SP:Iteration 17Q (7396.170000 sec): 3 clusters
  Score: Raw -3538787.919067 + Penalty 3408.424956 = -3535379.494112
  nChanged 159
		SP:Iteration 18Q (7396.270000 sec): 3 clusters
  Score: Raw -3538802.137144 + Penalty 3408.424956 = -3535393.712188
  nChanged 181
		SP:Iteration 19Q (7396.360000 sec): 3 clusters
  Score: Raw -3538818.329998 + Penalty 3408.424956 = -3535409.905042
  nChanged 178
		SP:Iteration 20F (7396.450000 sec): 3 clusters
  Score: Raw -3538834.654179 + Penalty 3408.424956 = -3535426.229223
  nChanged 180
		SP:Iteration 21Q (7396.550000 sec): 3 clusters
  Score: Raw -3538851.538724 + Penalty 3408.424956 = -3535443.113768
  nChanged 195
		SP:Iteration 22Q (7396.640000 sec): 3 clusters
  Score: Raw -3538870.292476 + Penalty 3408.424956 = -3535461.867520
  nChanged 178
		SP:Iteration 23Q (7396.730000 sec): 3 clusters
  Score: Raw -3538887.864702 + Penalty 3408.424956 = -3535479.439746
  nChanged 205
		SP:Iteration 24Q (7396.820000 sec): 3 clusters
  Score: Raw -3538909.624837 + Penalty 3408.424956 = -3535501.199881
  nChanged 226
		SP:Iteration 25Q (7396.920000 sec): 3 clusters
  Score: Raw -3538935.654574 + Penalty 3408.424956 = -3535527.229618
  nChanged 249
		SP:Iteration 26Q (7397.010000 sec): 3 clusters
  Score: Raw -3538962.163666 + Penalty 3408.424956 = -3535553.738710
  nChanged 259
		SP:Iteration 27Q (7397.110000 sec): 3 clusters
  Score: Raw -3538989.635688 + Penalty 3408.424956 = -3535581.210732
  nChanged 250
		SP:Iteration 28Q (7397.200000 sec): 3 clusters
  Score: Raw -3539016.269186 + Penalty 3408.424956 = -3535607.844231
  nChanged 265
		SP:Iteration 29Q (7397.290000 sec): 3 clusters
  Score: Raw -3539046.083439 + Penalty 3408.424956 = -3535637.658483
  nChanged 279
		SP:Iteration 30Q (7397.380000 sec): 3 clusters
  Score: Raw -3539078.671295 + Penalty 3408.424956 = -3535670.246340
  nChanged 301
		SP:Iteration 31Q (7397.470000 sec): 3 clusters
  Score: Raw -3539117.625051 + Penalty 3408.424956 = -3535709.200095
  nChanged 371
		SP:Iteration 32Q (7397.570000 sec): 3 clusters
  Score: Raw -3539176.110103 + Penalty 3408.424956 = -3535767.685147
  nChanged 428
		SP:Iteration 33Q (7397.660000 sec): 3 clusters
  Score: Raw -3539244.677406 + Penalty 3408.424956 = -3535836.252450
  nChanged 482
		SP:Iteration 34Q (7397.750000 sec): 3 clusters
  Score: Raw -3539329.534765 + Penalty 3408.424956 = -3535921.109809
  nChanged 560
		SP:Iteration 35Q (7397.840000 sec): 3 clusters
  Score: Raw -3539436.534928 + Penalty 3408.424956 = -3536028.109973
  nChanged 593
		SP:Iteration 36Q (7397.930000 sec): 3 clusters
  Score: Raw -3539557.163508 + Penalty 3408.424956 = -3536148.738552
  nChanged 634
		SP:Iteration 37Q (7398.020000 sec): 3 clusters
  Score: Raw -3539705.173408 + Penalty 3408.424956 = -3536296.748452
  nChanged 734
		SP:Iteration 38Q (7398.120000 sec): 3 clusters
  Score: Raw -3539882.002012 + Penalty 3408.424956 = -3536473.577056
  nChanged 724
		SP:Iteration 39Q (7398.210000 sec): 3 clusters
  Score: Raw -3540064.231463 + Penalty 3408.424956 = -3536655.806507
  nChanged 753
		SP:Iteration 40F (7398.300000 sec): 3 clusters
  Score: Raw -3540256.250771 + Penalty 3408.424956 = -3536847.825816
  nChanged 777
		SP:Iteration 41Q (7398.390000 sec): 3 clusters
  Score: Raw -3540464.477572 + Penalty 3408.424956 = -3537056.052616
  nChanged 800
		SP:Iteration 42Q (7398.480000 sec): 3 clusters
  Score: Raw -3540681.880926 + Penalty 3408.424956 = -3537273.455970
  nChanged 783
		SP:Iteration 43Q (7398.570000 sec): 3 clusters
  Score: Raw -3540898.395826 + Penalty 3408.424956 = -3537489.970870
  nChanged 759
		SP:Iteration 44Q (7398.650000 sec): 3 clusters
  Score: Raw -3541104.165041 + Penalty 3408.424956 = -3537695.740085
  nChanged 721
		SP:Iteration 45Q (7398.740000 sec): 3 clusters
  Score: Raw -3541299.600851 + Penalty 3408.424956 = -3537891.175896
  nChanged 728
		SP:Iteration 46Q (7398.830000 sec): 3 clusters
  Score: Raw -3541509.667689 + Penalty 3408.424956 = -3538101.242733
  nChanged 701
		SP:Iteration 47Q (7398.910000 sec): 3 clusters
  Score: Raw -3541721.819019 + Penalty 3408.424956 = -3538313.394063
  nChanged 684
		SP:Iteration 48Q (7398.990000 sec): 3 clusters
  Score: Raw -3541931.582943 + Penalty 3408.424956 = -3538523.157987
  nChanged 602
		SP:Iteration 49Q (7399.080000 sec): 3 clusters
  Score: Raw -3542110.975787 + Penalty 3408.424956 = -3538702.550831
  nChanged 548
		SP:Iteration 50Q (7399.160000 sec): 3 clusters
  Score: Raw -3542267.134417 + Penalty 3408.424956 = -3538858.709461
  nChanged 519
		SP:Iteration 51Q (7399.240000 sec): 3 clusters
  Score: Raw -3542410.784658 + Penalty 3408.424956 = -3539002.359702
  nChanged 470
		SP:Iteration 52Q (7399.320000 sec): 3 clusters
  Score: Raw -3542546.976060 + Penalty 3408.424956 = -3539138.551104
  nChanged 428
		SP:Iteration 53Q (7399.400000 sec): 3 clusters
  Score: Raw -3542676.307496 + Penalty 3408.424956 = -3539267.882540
  nChanged 377
		SP:Iteration 54Q (7399.480000 sec): 3 clusters
  Score: Raw -3542793.165545 + Penalty 3408.424956 = -3539384.740589
  nChanged 344
		SP:Iteration 55Q (7399.560000 sec): 3 clusters
  Score: Raw -3542906.377107 + Penalty 3408.424956 = -3539497.952151
  nChanged 305
		SP:Iteration 56Q (7399.640000 sec): 3 clusters
  Score: Raw -3543008.762193 + Penalty 3408.424956 = -3539600.337237
  nChanged 268
		SP:Iteration 57Q (7399.710000 sec): 3 clusters
  Score: Raw -3543101.803662 + Penalty 3408.424956 = -3539693.378706
  nChanged 225
		SP:Iteration 58Q (7399.790000 sec): 3 clusters
  Score: Raw -3543179.166729 + Penalty 3408.424956 = -3539770.741773
  nChanged 200
		SP:Iteration 59Q (7399.870000 sec): 3 clusters
  Score: Raw -3543245.256884 + Penalty 3408.424956 = -3539836.831928
  nChanged 183
		SP:Iteration 60F (7399.960000 sec): 3 clusters
  Score: Raw -3543308.062467 + Penalty 3408.424956 = -3539899.637512
  nChanged 160
		SP:Iteration 61Q (7400.030000 sec): 3 clusters
  Score: Raw -3543364.853004 + Penalty 3408.424956 = -3539956.428049
  nChanged 152
		SP:Iteration 62Q (7400.110000 sec): 3 clusters
  Score: Raw -3543415.949905 + Penalty 3408.424956 = -3540007.524949
  nChanged 124
		SP:Iteration 63Q (7400.180000 sec): 3 clusters
  Score: Raw -3543451.988284 + Penalty 3408.424956 = -3540043.563328
  nChanged 86
		SP:Iteration 64Q (7400.250000 sec): 3 clusters
  Score: Raw -3543476.570138 + Penalty 3408.424956 = -3540068.145182
  nChanged 72
		SP:Iteration 65Q (7400.330000 sec): 3 clusters
  Score: Raw -3543495.526151 + Penalty 3408.424956 = -3540087.101195
  nChanged 70
		SP:Iteration 66Q (7400.400000 sec): 3 clusters
  Score: Raw -3543514.162424 + Penalty 3408.424956 = -3540105.737469
  nChanged 58
		SP:Iteration 67Q (7400.470000 sec): 3 clusters
  Score: Raw -3543528.128465 + Penalty 3408.424956 = -3540119.703509
  nChanged 48
		SP:Iteration 68Q (7400.540000 sec): 3 clusters
  Score: Raw -3543539.449685 + Penalty 3408.424956 = -3540131.024729
  nChanged 43
		SP:Iteration 69Q (7400.610000 sec): 3 clusters
  Score: Raw -3543549.021714 + Penalty 3408.424956 = -3540140.596758
  nChanged 45
		SP:Iteration 70Q (7400.680000 sec): 3 clusters
  Score: Raw -3543559.412023 + Penalty 3408.424956 = -3540150.987067
  nChanged 37
		SP:Iteration 71Q (7400.750000 sec): 3 clusters
  Score: Raw -3543570.279558 + Penalty 3408.424956 = -3540161.854602
  nChanged 40
		SP:Iteration 72Q (7400.820000 sec): 3 clusters
  Score: Raw -3543586.252108 + Penalty 3408.424956 = -3540177.827152
  nChanged 47
		SP:Iteration 73Q (7400.900000 sec): 3 clusters
  Score: Raw -3543607.809182 + Penalty 3408.424956 = -3540199.384227
  nChanged 62
		SP:Iteration 74Q (7400.970000 sec): 3 clusters
  Score: Raw -3543634.324597 + Penalty 3408.424956 = -3540225.899641
  nChanged 60
		SP:Iteration 75Q (7401.040000 sec): 3 clusters
  Score: Raw -3543653.852817 + Penalty 3408.424956 = -3540245.427861
  nChanged 51
		SP:Iteration 76Q (7401.110000 sec): 3 clusters
  Score: Raw -3543668.471879 + Penalty 3408.424956 = -3540260.046923
  nChanged 41
		SP:Iteration 77Q (7401.180000 sec): 3 clusters
  Score: Raw -3543678.542026 + Penalty 3408.424956 = -3540270.117070
  nChanged 37
		SP:Iteration 78Q (7401.240000 sec): 3 clusters
  Score: Raw -3543688.542499 + Penalty 3408.424956 = -3540280.117543
  nChanged 42
		SP:Iteration 79Q (7401.310000 sec): 3 clusters
  Score: Raw -3543698.367108 + Penalty 3408.424956 = -3540289.942152
  nChanged 26
		SP:Iteration 80F (7401.400000 sec): 3 clusters
  Score: Raw -3543703.191817 + Penalty 3408.424956 = -3540294.766861
  nChanged 22
		SP:Iteration 81Q (7401.470000 sec): 3 clusters
  Score: Raw -3543707.676946 + Penalty 3408.424956 = -3540299.251990
  nChanged 20
		SP:Iteration 82Q (7401.540000 sec): 3 clusters
  Score: Raw -3543712.534280 + Penalty 3408.424956 = -3540304.109325
  nChanged 24
		SP:Iteration 83Q (7401.610000 sec): 3 clusters
  Score: Raw -3543717.677505 + Penalty 3408.424956 = -3540309.252550
  nChanged 24
		SP:Iteration 84Q (7401.680000 sec): 3 clusters
  Score: Raw -3543722.215038 + Penalty 3408.424956 = -3540313.790082
  nChanged 20
		SP:Iteration 85Q (7401.750000 sec): 3 clusters
  Score: Raw -3543726.126105 + Penalty 3408.424956 = -3540317.701149
  nChanged 16
		SP:Iteration 86Q (7401.820000 sec): 3 clusters
  Score: Raw -3543728.497868 + Penalty 3408.424956 = -3540320.072912
  nChanged 9
		SP:Iteration 87Q (7401.880000 sec): 3 clusters
  Score: Raw -3543730.283258 + Penalty 3408.424956 = -3540321.858302
  nChanged 6
		SP:Iteration 88Q (7401.950000 sec): 3 clusters
  Score: Raw -3543731.256018 + Penalty 3408.424956 = -3540322.831062
  nChanged 5
		SP:Iteration 89Q (7402.020000 sec): 3 clusters
  Score: Raw -3543732.524950 + Penalty 3408.424956 = -3540324.099994
  nChanged 7
		SP:Iteration 90Q (7402.090000 sec): 3 clusters
  Score: Raw -3543734.745774 + Penalty 3408.424956 = -3540326.320819
  nChanged 9
		SP:Iteration 91Q (7402.160000 sec): 3 clusters
  Score: Raw -3543737.168803 + Penalty 3408.424956 = -3540328.743847
  nChanged 13
		SP:Iteration 92Q (7402.230000 sec): 3 clusters
  Score: Raw -3543739.547503 + Penalty 3408.424956 = -3540331.122547
  nChanged 6
		SP:Iteration 93Q (7402.300000 sec): 3 clusters
  Score: Raw -3543740.703094 + Penalty 3408.424956 = -3540332.278138
  nChanged 5
		SP:Iteration 94Q (7402.370000 sec): 3 clusters
  Score: Raw -3543741.588807 + Penalty 3408.424956 = -3540333.163851
  nChanged 5
		SP:Iteration 95Q (7402.440000 sec): 3 clusters
  Score: Raw -3543742.737325 + Penalty 3408.424956 = -3540334.312370
  nChanged 4
		SP:Iteration 96Q (7402.500000 sec): 3 clusters
  Score: Raw -3543743.372477 + Penalty 3408.424956 = -3540334.947522
  nChanged 1
		SP:Iteration 97Q (7402.570000 sec): 3 clusters
  Score: Raw -3543743.477905 + Penalty 3408.424956 = -3540335.052949
  nChanged 2
		SP:Iteration 98Q (7402.640000 sec): 3 clusters
  Score: Raw -3543743.692411 + Penalty 3408.424956 = -3540335.267455
  nChanged 2
		SP:Iteration 99Q (7402.710000 sec): 3 clusters
  Score: Raw -3543743.976828 + Penalty 3408.424956 = -3540335.551872
  nChanged 0
		SP:Iteration 100F (7402.800000 sec): 3 clusters
  Score: Raw -3543743.976828 + Penalty 3408.424956 = -3540335.551872
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.120000 sec): 2 clusters
  Score: Raw -11186370.162168 + Penalty 1888.113110 = -11184482.049058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7403.410000 sec): 3 clusters
  Score: Raw -11114032.961395 + Penalty 3776.226220 = -11110256.735174
  nChanged 53393
		SP:Iteration 1F (7403.700000 sec): 3 clusters
  Score: Raw -11144856.528718 + Penalty 3776.226220 = -11141080.302498
  nChanged 3704
		SP:Iteration 2Q (7403.990000 sec): 3 clusters
  Score: Raw -11145923.874372 + Penalty 3776.226220 = -11142147.648152
  nChanged 4197
		SP:Iteration 3Q (7404.290000 sec): 3 clusters
  Score: Raw -11147348.023353 + Penalty 3776.226220 = -11143571.797133
  nChanged 4774
		SP:Iteration 4Q (7404.600000 sec): 3 clusters
  Score: Raw -11149362.455059 + Penalty 3776.226220 = -11145586.228839
  nChanged 5618
		SP:Iteration 5F (7404.880000 sec): 3 clusters
  Score: Raw -11152288.346225 + Penalty 3776.226220 = -11148512.120005
  nChanged 6611
		SP:Iteration 6F (7405.170000 sec): 3 clusters
  Score: Raw -11156531.019660 + Penalty 3776.226220 = -11152754.793439
  nChanged 7263
		SP:Iteration 7F (7405.460000 sec): 3 clusters
  Score: Raw -11161836.792627 + Penalty 3776.226220 = -11158060.566407
  nChanged 7168
		SP:Iteration 8F (7405.750000 sec): 3 clusters
  Score: Raw -11166763.278891 + Penalty 3776.226220 = -11162987.052671
  nChanged 5758
		SP:Iteration 9F (7406.040000 sec): 3 clusters
  Score: Raw -11169635.215093 + Penalty 3776.226220 = -11165858.988873
  nChanged 3787
		SP:Iteration 10Q (7406.340000 sec): 3 clusters
  Score: Raw -11170760.765458 + Penalty 3776.226220 = -11166984.539238
  nChanged 2203
		SP:Iteration 11Q (7406.620000 sec): 3 clusters
  Score: Raw -11171185.265491 + Penalty 3776.226220 = -11167409.039271
  nChanged 1359
		SP:Iteration 12Q (7406.910000 sec): 3 clusters
  Score: Raw -11171393.757521 + Penalty 3776.226220 = -11167617.531301
  nChanged 1019
		SP:Iteration 13Q (7407.190000 sec): 3 clusters
  Score: Raw -11171553.607724 + Penalty 3776.226220 = -11167777.381504
  nChanged 935
		SP:Iteration 14Q (7407.480000 sec): 3 clusters
  Score: Raw -11171700.331296 + Penalty 3776.226220 = -11167924.105076
  nChanged 894
		SP:Iteration 15Q (7407.760000 sec): 3 clusters
  Score: Raw -11171829.139466 + Penalty 3776.226220 = -11168052.913246
  nChanged 824
		SP:Iteration 16Q (7408.050000 sec): 3 clusters
  Score: Raw -11171943.794482 + Penalty 3776.226220 = -11168167.568262
  nChanged 808
		SP:Iteration 17Q (7408.330000 sec): 3 clusters
  Score: Raw -11172065.123729 + Penalty 3776.226220 = -11168288.897509
  nChanged 815
		SP:Iteration 18Q (7408.620000 sec): 3 clusters
  Score: Raw -11172192.644421 + Penalty 3776.226220 = -11168416.418201
  nChanged 790
		SP:Iteration 19Q (7408.900000 sec): 3 clusters
  Score: Raw -11172310.726663 + Penalty 3776.226220 = -11168534.500443
  nChanged 826
		SP:Iteration 20F (7409.190000 sec): 3 clusters
  Score: Raw -11172435.533082 + Penalty 3776.226220 = -11168659.306862
  nChanged 839
		SP:Iteration 21Q (7409.470000 sec): 3 clusters
  Score: Raw -11172561.002195 + Penalty 3776.226220 = -11168784.775975
  nChanged 831
		SP:Iteration 22Q (7409.750000 sec): 3 clusters
  Score: Raw -11172686.758574 + Penalty 3776.226220 = -11168910.532354
  nChanged 855
		SP:Iteration 23Q (7410.040000 sec): 3 clusters
  Score: Raw -11172823.871252 + Penalty 3776.226220 = -11169047.645032
  nChanged 910
		SP:Iteration 24Q (7410.320000 sec): 3 clusters
  Score: Raw -11172982.214983 + Penalty 3776.226220 = -11169205.988763
  nChanged 928
		SP:Iteration 25Q (7410.610000 sec): 3 clusters
  Score: Raw -11173139.997286 + Penalty 3776.226220 = -11169363.771066
  nChanged 938
		SP:Iteration 26Q (7410.890000 sec): 3 clusters
  Score: Raw -11173309.017471 + Penalty 3776.226220 = -11169532.791251
  nChanged 970
		SP:Iteration 27Q (7411.170000 sec): 3 clusters
  Score: Raw -11173482.533156 + Penalty 3776.226220 = -11169706.306936
  nChanged 1006
		SP:Iteration 28Q (7411.450000 sec): 3 clusters
  Score: Raw -11173673.857262 + Penalty 3776.226220 = -11169897.631042
  nChanged 1088
		SP:Iteration 29Q (7411.730000 sec): 3 clusters
  Score: Raw -11173897.637029 + Penalty 3776.226220 = -11170121.410809
  nChanged 1162
		SP:Iteration 30Q (7412.000000 sec): 3 clusters
  Score: Raw -11174158.294988 + Penalty 3776.226220 = -11170382.068768
  nChanged 1241
		SP:Iteration 31Q (7412.280000 sec): 3 clusters
  Score: Raw -11174436.051944 + Penalty 3776.226220 = -11170659.825724
  nChanged 1260
		SP:Iteration 32Q (7412.550000 sec): 3 clusters
  Score: Raw -11174721.638842 + Penalty 3776.226220 = -11170945.412622
  nChanged 1305
		SP:Iteration 33Q (7412.820000 sec): 3 clusters
  Score: Raw -11175041.159858 + Penalty 3776.226220 = -11171264.933638
  nChanged 1314
		SP:Iteration 34Q (7413.100000 sec): 3 clusters
  Score: Raw -11175378.880297 + Penalty 3776.226220 = -11171602.654077
  nChanged 1408
		SP:Iteration 35Q (7413.360000 sec): 3 clusters
  Score: Raw -11175753.833927 + Penalty 3776.226220 = -11171977.607707
  nChanged 1399
		SP:Iteration 36Q (7413.640000 sec): 3 clusters
  Score: Raw -11176135.113163 + Penalty 3776.226220 = -11172358.886943
  nChanged 1474
		SP:Iteration 37Q (7413.900000 sec): 3 clusters
  Score: Raw -11176557.532215 + Penalty 3776.226220 = -11172781.305994
  nChanged 1479
		SP:Iteration 38Q (7414.170000 sec): 3 clusters
  Score: Raw -11177010.460994 + Penalty 3776.226220 = -11173234.234774
  nChanged 1487
		SP:Iteration 39Q (7414.430000 sec): 3 clusters
  Score: Raw -11177482.846250 + Penalty 3776.226220 = -11173706.620030
  nChanged 1504
		SP:Iteration 40F (7414.720000 sec): 3 clusters
  Score: Raw -11177993.569572 + Penalty 3776.226220 = -11174217.343352
  nChanged 1512
		SP:Iteration 41Q (7414.980000 sec): 3 clusters
  Score: Raw -11178512.716126 + Penalty 3776.226220 = -11174736.489906
  nChanged 1492
		SP:Iteration 42Q (7415.240000 sec): 3 clusters
  Score: Raw -11179036.729524 + Penalty 3776.226220 = -11175260.503304
  nChanged 1465
		SP:Iteration 43Q (7415.500000 sec): 3 clusters
  Score: Raw -11179550.672825 + Penalty 3776.226220 = -11175774.446605
  nChanged 1382
		SP:Iteration 44Q (7415.750000 sec): 3 clusters
  Score: Raw -11180037.562611 + Penalty 3776.226220 = -11176261.336391
  nChanged 1371
		SP:Iteration 45Q (7416.000000 sec): 3 clusters
  Score: Raw -11180554.980974 + Penalty 3776.226220 = -11176778.754754
  nChanged 1382
		SP:Iteration 46Q (7416.260000 sec): 3 clusters
  Score: Raw -11181112.936329 + Penalty 3776.226220 = -11177336.710108
  nChanged 1291
		SP:Iteration 47Q (7416.510000 sec): 3 clusters
  Score: Raw -11181645.019587 + Penalty 3776.226220 = -11177868.793367
  nChanged 1287
		SP:Iteration 48Q (7416.750000 sec): 3 clusters
  Score: Raw -11182206.825848 + Penalty 3776.226220 = -11178430.599627
  nChanged 1189
		SP:Iteration 49Q (7416.990000 sec): 3 clusters
  Score: Raw -11182788.359366 + Penalty 3776.226220 = -11179012.133146
  nChanged 1125
		SP:Iteration 50Q (7417.230000 sec): 3 clusters
  Score: Raw -11183376.741831 + Penalty 3776.226220 = -11179600.515611
  nChanged 1065
		SP:Iteration 51Q (7417.460000 sec): 3 clusters
  Score: Raw -11183969.287271 + Penalty 3776.226220 = -11180193.061051
  nChanged 999
		SP:Iteration 52Q (7417.690000 sec): 3 clusters
  Score: Raw -11184526.832454 + Penalty 3776.226220 = -11180750.606234
  nChanged 865
		SP:Iteration 53Q (7417.920000 sec): 3 clusters
  Score: Raw -11184964.406678 + Penalty 3776.226220 = -11181188.180458
  nChanged 696
		SP:Iteration 54Q (7418.150000 sec): 3 clusters
  Score: Raw -11185251.283812 + Penalty 3776.226220 = -11181475.057592
  nChanged 595
		SP:Iteration 55Q (7418.370000 sec): 3 clusters
  Score: Raw -11185450.806341 + Penalty 3776.226220 = -11181674.580121
  nChanged 502
		SP:Iteration 56Q (7418.590000 sec): 3 clusters
  Score: Raw -11185598.111825 + Penalty 3776.226220 = -11181821.885604
  nChanged 480
		SP:Iteration 57Q (7418.810000 sec): 3 clusters
  Score: Raw -11185727.395529 + Penalty 3776.226220 = -11181951.169309
  nChanged 427
		SP:Iteration 58Q (7419.030000 sec): 3 clusters
  Score: Raw -11185842.025872 + Penalty 3776.226220 = -11182065.799651
  nChanged 362
		SP:Iteration 59Q (7419.250000 sec): 3 clusters
  Score: Raw -11185939.363850 + Penalty 3776.226220 = -11182163.137630
  nChanged 365
		SP:Iteration 60F (7419.530000 sec): 3 clusters
  Score: Raw -11186040.211466 + Penalty 3776.226220 = -11182263.985246
  nChanged 360
		SP:Iteration 61Q (7419.750000 sec): 3 clusters
  Score: Raw -11186146.265246 + Penalty 3776.226220 = -11182370.039026
  nChanged 337
		SP:Iteration 62Q (7419.970000 sec): 3 clusters
  Score: Raw -11186241.474874 + Penalty 3776.226220 = -11182465.248654
  nChanged 307
		SP:Iteration 63Q (7420.180000 sec): 3 clusters
  Score: Raw -11186324.277452 + Penalty 3776.226220 = -11182548.051232
  nChanged 270
		SP:Iteration 64Q (7420.400000 sec): 3 clusters
  Score: Raw -11186397.971832 + Penalty 3776.226220 = -11182621.745612
  nChanged 249
		SP:Iteration 65Q (7420.620000 sec): 3 clusters
  Score: Raw -11186466.143155 + Penalty 3776.226220 = -11182689.916935
  nChanged 217
		SP:Iteration 66Q (7420.830000 sec): 3 clusters
  Score: Raw -11186524.424863 + Penalty 3776.226220 = -11182748.198643
  nChanged 214
		SP:Iteration 67Q (7421.040000 sec): 3 clusters
  Score: Raw -11186577.677410 + Penalty 3776.226220 = -11182801.451189
  nChanged 202
		SP:Iteration 68Q (7421.260000 sec): 3 clusters
  Score: Raw -11186632.062715 + Penalty 3776.226220 = -11182855.836495
  nChanged 190
		SP:Iteration 69Q (7421.470000 sec): 3 clusters
  Score: Raw -11186684.906404 + Penalty 3776.226220 = -11182908.680184
  nChanged 160
		SP:Iteration 70Q (7421.680000 sec): 3 clusters
  Score: Raw -11186729.804326 + Penalty 3776.226220 = -11182953.578106
  nChanged 135
		SP:Iteration 71Q (7421.900000 sec): 3 clusters
  Score: Raw -11186764.202499 + Penalty 3776.226220 = -11182987.976279
  nChanged 128
		SP:Iteration 72Q (7422.110000 sec): 3 clusters
  Score: Raw -11186794.021569 + Penalty 3776.226220 = -11183017.795349
  nChanged 96
		SP:Iteration 73Q (7422.320000 sec): 3 clusters
  Score: Raw -11186816.706482 + Penalty 3776.226220 = -11183040.480262
  nChanged 85
		SP:Iteration 74Q (7422.530000 sec): 3 clusters
  Score: Raw -11186837.691276 + Penalty 3776.226220 = -11183061.465056
  nChanged 98
		SP:Iteration 75Q (7422.740000 sec): 3 clusters
  Score: Raw -11186861.003866 + Penalty 3776.226220 = -11183084.777645
  nChanged 76
		SP:Iteration 76Q (7422.940000 sec): 3 clusters
  Score: Raw -11186880.360230 + Penalty 3776.226220 = -11183104.134010
  nChanged 77
		SP:Iteration 77Q (7423.140000 sec): 3 clusters
  Score: Raw -11186898.092018 + Penalty 3776.226220 = -11183121.865798
  nChanged 65
		SP:Iteration 78Q (7423.350000 sec): 3 clusters
  Score: Raw -11186914.408627 + Penalty 3776.226220 = -11183138.182407
  nChanged 62
		SP:Iteration 79Q (7423.550000 sec): 3 clusters
  Score: Raw -11186931.826822 + Penalty 3776.226220 = -11183155.600602
  nChanged 61
		SP:Iteration 80F (7423.830000 sec): 3 clusters
  Score: Raw -11186948.023819 + Penalty 3776.226220 = -11183171.797599
  nChanged 48
		SP:Iteration 81Q (7424.040000 sec): 3 clusters
  Score: Raw -11186959.470082 + Penalty 3776.226220 = -11183183.243862
  nChanged 45
		SP:Iteration 82Q (7424.240000 sec): 3 clusters
  Score: Raw -11186969.495198 + Penalty 3776.226220 = -11183193.268978
  nChanged 37
		SP:Iteration 83Q (7424.450000 sec): 3 clusters
  Score: Raw -11186979.744692 + Penalty 3776.226220 = -11183203.518472
  nChanged 50
		SP:Iteration 84Q (7424.650000 sec): 3 clusters
  Score: Raw -11186994.874850 + Penalty 3776.226220 = -11183218.648630
  nChanged 47
		SP:Iteration 85Q (7424.860000 sec): 3 clusters
  Score: Raw -11187008.244675 + Penalty 3776.226220 = -11183232.018455
  nChanged 66
		SP:Iteration 86Q (7425.060000 sec): 3 clusters
  Score: Raw -11187029.018832 + Penalty 3776.226220 = -11183252.792612
  nChanged 68
		SP:Iteration 87Q (7425.260000 sec): 3 clusters
  Score: Raw -11187050.409632 + Penalty 3776.226220 = -11183274.183412
  nChanged 70
		SP:Iteration 88Q (7425.470000 sec): 3 clusters
  Score: Raw -11187072.547492 + Penalty 3776.226220 = -11183296.321271
  nChanged 60
		SP:Iteration 89Q (7425.670000 sec): 3 clusters
  Score: Raw -11187091.930058 + Penalty 3776.226220 = -11183315.703838
  nChanged 60
		SP:Iteration 90Q (7425.880000 sec): 3 clusters
  Score: Raw -11187113.042980 + Penalty 3776.226220 = -11183336.816760
  nChanged 60
		SP:Iteration 91Q (7426.080000 sec): 3 clusters
  Score: Raw -11187133.243015 + Penalty 3776.226220 = -11183357.016795
  nChanged 57
		SP:Iteration 92Q (7426.300000 sec): 3 clusters
  Score: Raw -11187153.365242 + Penalty 3776.226220 = -11183377.139021
  nChanged 47
		SP:Iteration 93Q (7426.500000 sec): 3 clusters
  Score: Raw -11187166.595683 + Penalty 3776.226220 = -11183390.369463
  nChanged 43
		SP:Iteration 94Q (7426.710000 sec): 3 clusters
  Score: Raw -11187182.163098 + Penalty 3776.226220 = -11183405.936878
  nChanged 36
		SP:Iteration 95Q (7426.920000 sec): 3 clusters
  Score: Raw -11187193.827886 + Penalty 3776.226220 = -11183417.601666
  nChanged 41
		SP:Iteration 96Q (7427.120000 sec): 3 clusters
  Score: Raw -11187203.810723 + Penalty 3776.226220 = -11183427.584503
  nChanged 31
		SP:Iteration 97Q (7427.330000 sec): 3 clusters
  Score: Raw -11187213.161866 + Penalty 3776.226220 = -11183436.935645
  nChanged 32
		SP:Iteration 98Q (7427.550000 sec): 3 clusters
  Score: Raw -11187226.906452 + Penalty 3776.226220 = -11183450.680232
  nChanged 40
		SP:Iteration 99Q (7427.780000 sec): 3 clusters
  Score: Raw -11187242.395415 + Penalty 3776.226220 = -11183466.169195
  nChanged 32
		SP:Iteration 100F (7428.080000 sec): 3 clusters
  Score: Raw -11187253.469227 + Penalty 3776.226220 = -11183477.243007
  nChanged 32
		SP:Iteration 101Q (7428.290000 sec): 3 clusters
  Score: Raw -11187266.431465 + Penalty 3776.226220 = -11183490.205244
  nChanged 34
		SP:Iteration 102Q (7428.500000 sec): 3 clusters
  Score: Raw -11187277.958880 + Penalty 3776.226220 = -11183501.732660
  nChanged 27
		SP:Iteration 103Q (7428.700000 sec): 3 clusters
  Score: Raw -11187285.728050 + Penalty 3776.226220 = -11183509.501829
  nChanged 19
		SP:Iteration 104Q (7428.900000 sec): 3 clusters
  Score: Raw -11187290.845377 + Penalty 3776.226220 = -11183514.619157
  nChanged 17
		SP:Iteration 105Q (7429.100000 sec): 3 clusters
  Score: Raw -11187295.328503 + Penalty 3776.226220 = -11183519.102283
  nChanged 14
		SP:Iteration 106Q (7429.300000 sec): 3 clusters
  Score: Raw -11187298.540111 + Penalty 3776.226220 = -11183522.313891
  nChanged 15
		SP:Iteration 107Q (7429.500000 sec): 3 clusters
  Score: Raw -11187302.181999 + Penalty 3776.226220 = -11183525.955778
  nChanged 12
		SP:Iteration 108Q (7429.710000 sec): 3 clusters
  Score: Raw -11187304.741259 + Penalty 3776.226220 = -11183528.515038
  nChanged 7
		SP:Iteration 109Q (7429.910000 sec): 3 clusters
  Score: Raw -11187306.424562 + Penalty 3776.226220 = -11183530.198342
  nChanged 5
		SP:Iteration 110Q (7430.120000 sec): 3 clusters
  Score: Raw -11187307.797069 + Penalty 3776.226220 = -11183531.570849
  nChanged 3
		SP:Iteration 111Q (7430.320000 sec): 3 clusters
  Score: Raw -11187308.526860 + Penalty 3776.226220 = -11183532.300640
  nChanged 3
		SP:Iteration 112Q (7430.520000 sec): 3 clusters
  Score: Raw -11187309.124413 + Penalty 3776.226220 = -11183532.898192
  nChanged 2
		SP:Iteration 113Q (7430.730000 sec): 3 clusters
  Score: Raw -11187309.699716 + Penalty 3776.226220 = -11183533.473496
  nChanged 0
		SP:Iteration 114F (7431.010000 sec): 3 clusters
  Score: Raw -11187309.699716 + Penalty 3776.226220 = -11183533.473496
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7431.090000 sec): 2 clusters
  Score: Raw -475216.829796 + Penalty 1386.847076 = -473829.982719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7431.100000 sec): 3 clusters
  Score: Raw -472631.887194 + Penalty 2773.694152 = -469858.193042
  nChanged 2026
		SP:Iteration 1F (7431.120000 sec): 3 clusters
  Score: Raw -473804.000729 + Penalty 2773.694152 = -471030.306577
  nChanged 409
		SP:Iteration 2F (7431.130000 sec): 3 clusters
  Score: Raw -474143.365832 + Penalty 2773.694152 = -471369.671680
  nChanged 380
		SP:Iteration 3F (7431.140000 sec): 3 clusters
  Score: Raw -474520.286779 + Penalty 2773.694152 = -471746.592627
  nChanged 373
		SP:Iteration 4F (7431.150000 sec): 3 clusters
  Score: Raw -474858.361260 + Penalty 2773.694152 = -472084.667108
  nChanged 336
		SP:Iteration 5F (7431.160000 sec): 3 clusters
  Score: Raw -475168.350168 + Penalty 2773.694152 = -472394.656016
  nChanged 293
		SP:Iteration 6F (7431.180000 sec): 3 clusters
  Score: Raw -475415.934021 + Penalty 2773.694152 = -472642.239869
  nChanged 226
		SP:Iteration 7Q (7431.190000 sec): 3 clusters
  Score: Raw -475554.600716 + Penalty 2773.694152 = -472780.906564
  nChanged 161
		SP:Iteration 8Q (7431.200000 sec): 3 clusters
  Score: Raw -475629.267562 + Penalty 2773.694152 = -472855.573410
  nChanged 105
		SP:Iteration 9Q (7431.210000 sec): 3 clusters
  Score: Raw -475678.842040 + Penalty 2773.694152 = -472905.147888
  nChanged 92
		SP:Iteration 10Q (7431.220000 sec): 3 clusters
  Score: Raw -475719.228624 + Penalty 2773.694152 = -472945.534472
  nChanged 73
		SP:Iteration 11Q (7431.240000 sec): 3 clusters
  Score: Raw -475757.160028 + Penalty 2773.694152 = -472983.465876
  nChanged 73
		SP:Iteration 12Q (7431.250000 sec): 3 clusters
  Score: Raw -475788.915600 + Penalty 2773.694152 = -473015.221448
  nChanged 56
		SP:Iteration 13Q (7431.260000 sec): 3 clusters
  Score: Raw -475809.609078 + Penalty 2773.694152 = -473035.914926
  nChanged 45
		SP:Iteration 14Q (7431.270000 sec): 3 clusters
  Score: Raw -475828.370234 + Penalty 2773.694152 = -473054.676082
  nChanged 47
		SP:Iteration 15Q (7431.280000 sec): 3 clusters
  Score: Raw -475848.633144 + Penalty 2773.694152 = -473074.938992
  nChanged 47
		SP:Iteration 16Q (7431.290000 sec): 3 clusters
  Score: Raw -475868.070472 + Penalty 2773.694152 = -473094.376319
  nChanged 40
		SP:Iteration 17Q (7431.300000 sec): 3 clusters
  Score: Raw -475881.698907 + Penalty 2773.694152 = -473108.004755
  nChanged 24
		SP:Iteration 18Q (7431.310000 sec): 3 clusters
  Score: Raw -475889.282865 + Penalty 2773.694152 = -473115.588713
  nChanged 25
		SP:Iteration 19Q (7431.320000 sec): 3 clusters
  Score: Raw -475897.594815 + Penalty 2773.694152 = -473123.900663
  nChanged 18
		SP:Iteration 20F (7431.340000 sec): 3 clusters
  Score: Raw -475904.708811 + Penalty 2773.694152 = -473131.014659
  nChanged 14
		SP:Iteration 21Q (7431.350000 sec): 3 clusters
  Score: Raw -475907.792327 + Penalty 2773.694152 = -473134.098175
  nChanged 14
		SP:Iteration 22Q (7431.360000 sec): 3 clusters
  Score: Raw -475910.361332 + Penalty 2773.694152 = -473136.667180
  nChanged 4
		SP:Iteration 23Q (7431.370000 sec): 3 clusters
  Score: Raw -475911.142217 + Penalty 2773.694152 = -473137.448065
  nChanged 0
		SP:Iteration 24F (7431.380000 sec): 3 clusters
  Score: Raw -475911.142217 + Penalty 2773.694152 = -473137.448065
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7431.400000 sec): 2 clusters
  Score: Raw -281049.189656 + Penalty 1280.569281 = -279768.620375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7431.400000 sec): 3 clusters
  Score: Raw -279789.372967 + Penalty 2561.138562 = -277228.234405
  nChanged 977
		SP:Iteration 1F (7431.410000 sec): 3 clusters
  Score: Raw -280324.558780 + Penalty 2561.138562 = -277763.420218
  nChanged 187
		SP:Iteration 2F (7431.410000 sec): 3 clusters
  Score: Raw -280450.101593 + Penalty 2561.138562 = -277888.963031
  nChanged 146
		SP:Iteration 3F (7431.420000 sec): 3 clusters
  Score: Raw -280542.162702 + Penalty 2561.138562 = -277981.024140
  nChanged 88
		SP:Iteration 4Q (7431.420000 sec): 3 clusters
  Score: Raw -280594.984433 + Penalty 2561.138562 = -278033.845872
  nChanged 73
		SP:Iteration 5Q (7431.430000 sec): 3 clusters
  Score: Raw -280628.066273 + Penalty 2561.138562 = -278066.927711
  nChanged 56
		SP:Iteration 6Q (7431.440000 sec): 3 clusters
  Score: Raw -280656.478540 + Penalty 2561.138562 = -278095.339978
  nChanged 53
		SP:Iteration 7Q (7431.440000 sec): 3 clusters
  Score: Raw -280684.803359 + Penalty 2561.138562 = -278123.664798
  nChanged 54
		SP:Iteration 8Q (7431.450000 sec): 3 clusters
  Score: Raw -280707.451573 + Penalty 2561.138562 = -278146.313011
  nChanged 31
		SP:Iteration 9Q (7431.460000 sec): 3 clusters
  Score: Raw -280718.689216 + Penalty 2561.138562 = -278157.550654
  nChanged 16
		SP:Iteration 10Q (7431.460000 sec): 3 clusters
  Score: Raw -280724.871959 + Penalty 2561.138562 = -278163.733397
  nChanged 19
		SP:Iteration 11Q (7431.470000 sec): 3 clusters
  Score: Raw -280731.575250 + Penalty 2561.138562 = -278170.436688
  nChanged 20
		SP:Iteration 12Q (7431.480000 sec): 3 clusters
  Score: Raw -280739.130705 + Penalty 2561.138562 = -278177.992143
  nChanged 18
		SP:Iteration 13Q (7431.480000 sec): 3 clusters
  Score: Raw -280744.914077 + Penalty 2561.138562 = -278183.775515
  nChanged 12
		SP:Iteration 14Q (7431.490000 sec): 3 clusters
  Score: Raw -280749.891280 + Penalty 2561.138562 = -278188.752718
  nChanged 14
		SP:Iteration 15Q (7431.490000 sec): 3 clusters
  Score: Raw -280754.168498 + Penalty 2561.138562 = -278193.029936
  nChanged 15
		SP:Iteration 16Q (7431.500000 sec): 3 clusters
  Score: Raw -280759.985126 + Penalty 2561.138562 = -278198.846564
  nChanged 17
		SP:Iteration 17Q (7431.500000 sec): 3 clusters
  Score: Raw -280766.153281 + Penalty 2561.138562 = -278205.014719
  nChanged 13
		SP:Iteration 18Q (7431.510000 sec): 3 clusters
  Score: Raw -280769.762540 + Penalty 2561.138562 = -278208.623978
  nChanged 11
		SP:Iteration 19Q (7431.520000 sec): 3 clusters
  Score: Raw -280772.750557 + Penalty 2561.138562 = -278211.611995
  nChanged 13
		SP:Iteration 20F (7431.520000 sec): 3 clusters
  Score: Raw -280777.378170 + Penalty 2561.138562 = -278216.239608
  nChanged 11
		SP:Iteration 21Q (7431.530000 sec): 3 clusters
  Score: Raw -280780.825220 + Penalty 2561.138562 = -278219.686658
  nChanged 8
		SP:Iteration 22Q (7431.540000 sec): 3 clusters
  Score: Raw -280783.207158 + Penalty 2561.138562 = -278222.068596
  nChanged 3
		SP:Iteration 23Q (7431.540000 sec): 3 clusters
  Score: Raw -280784.121445 + Penalty 2561.138562 = -278222.982883
  nChanged 2
		SP:Iteration 24Q (7431.550000 sec): 3 clusters
  Score: Raw -280784.756664 + Penalty 2561.138562 = -278223.618102
  nChanged 1
		SP:Iteration 25Q (7431.560000 sec): 3 clusters
  Score: Raw -280785.215310 + Penalty 2561.138562 = -278224.076748
  nChanged 2
		SP:Iteration 26Q (7431.560000 sec): 3 clusters
  Score: Raw -280785.526877 + Penalty 2561.138562 = -278224.388315
  nChanged 0
		SP:Iteration 27F (7431.570000 sec): 3 clusters
  Score: Raw -280785.526877 + Penalty 2561.138562 = -278224.388315
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7431.580000 sec): 2 clusters
  Score: Raw -76092.926912 + Penalty 1125.249514 = -74967.677397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7431.580000 sec): 3 clusters
  Score: Raw -75810.090553 + Penalty 2250.499029 = -73559.591525
  nChanged 323
		SP:Iteration 1F (7431.580000 sec): 3 clusters
  Score: Raw -76348.547794 + Penalty 2250.499029 = -74098.048765
  nChanged 114
		SP:Iteration 2F (7431.580000 sec): 3 clusters
  Score: Raw -76596.551870 + Penalty 2250.499029 = -74346.052841
  nChanged 74
		SP:Iteration 3F (7431.580000 sec): 3 clusters
  Score: Raw -76730.700314 + Penalty 2250.499029 = -74480.201286
  nChanged 37
		SP:Iteration 4Q (7431.580000 sec): 3 clusters
  Score: Raw -76791.757761 + Penalty 2250.499029 = -74541.258733
  nChanged 21
		SP:Iteration 5Q (7431.590000 sec): 3 clusters
  Score: Raw -76836.991702 + Penalty 2250.499029 = -74586.492673
  nChanged 19
		SP:Iteration 6Q (7431.590000 sec): 3 clusters
  Score: Raw -76880.986431 + Penalty 2250.499029 = -74630.487402
  nChanged 15
		SP:Iteration 7Q (7431.590000 sec): 3 clusters
  Score: Raw -76899.601592 + Penalty 2250.499029 = -74649.102563
  nChanged 12
		SP:Iteration 8Q (7431.600000 sec): 3 clusters
  Score: Raw -76915.490677 + Penalty 2250.499029 = -74664.991648
  nChanged 14
		SP:Iteration 9Q (7431.600000 sec): 3 clusters
  Score: Raw -76945.754104 + Penalty 2250.499029 = -74695.255076
  nChanged 13
		SP:Iteration 10Q (7431.600000 sec): 3 clusters
  Score: Raw -76961.318457 + Penalty 2250.499029 = -74710.819428
  nChanged 8
		SP:Iteration 11Q (7431.600000 sec): 3 clusters
  Score: Raw -76970.962582 + Penalty 2250.499029 = -74720.463553
  nChanged 7
		SP:Iteration 12Q (7431.600000 sec): 3 clusters
  Score: Raw -76984.207141 + Penalty 2250.499029 = -74733.708112
  nChanged 5
		SP:Iteration 13Q (7431.600000 sec): 3 clusters
  Score: Raw -76991.412884 + Penalty 2250.499029 = -74740.913856
  nChanged 5
		SP:Iteration 14Q (7431.610000 sec): 3 clusters
  Score: Raw -76996.924231 + Penalty 2250.499029 = -74746.425202
  nChanged 3
		SP:Iteration 15Q (7431.610000 sec): 3 clusters
  Score: Raw -77003.173714 + Penalty 2250.499029 = -74752.674685
  nChanged 6
		SP:Iteration 16Q (7431.610000 sec): 3 clusters
  Score: Raw -77014.483406 + Penalty 2250.499029 = -74763.984377
  nChanged 8
		SP:Iteration 17Q (7431.610000 sec): 3 clusters
  Score: Raw -77033.060809 + Penalty 2250.499029 = -74782.561780
  nChanged 10
		SP:Iteration 18Q (7431.620000 sec): 3 clusters
  Score: Raw -77050.310304 + Penalty 2250.499029 = -74799.811275
  nChanged 4
		SP:Iteration 19Q (7431.620000 sec): 3 clusters
  Score: Raw -77060.533385 + Penalty 2250.499029 = -74810.034357
  nChanged 3
		SP:Iteration 20F (7431.620000 sec): 3 clusters
  Score: Raw -77063.930030 + Penalty 2250.499029 = -74813.431001
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7431.630000 sec): 2 clusters
  Score: Raw -379043.259168 + Penalty 1350.881464 = -377692.377704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7431.640000 sec): 3 clusters
  Score: Raw -376997.945336 + Penalty 2701.762928 = -374296.182407
  nChanged 1587
		SP:Iteration 1F (7431.650000 sec): 3 clusters
  Score: Raw -378017.533069 + Penalty 2701.762928 = -375315.770141
  nChanged 371
		SP:Iteration 2F (7431.660000 sec): 3 clusters
  Score: Raw -378335.630705 + Penalty 2701.762928 = -375633.867777
  nChanged 306
		SP:Iteration 3F (7431.670000 sec): 3 clusters
  Score: Raw -378605.985969 + Penalty 2701.762928 = -375904.223041
  nChanged 264
		SP:Iteration 4F (7431.680000 sec): 3 clusters
  Score: Raw -378824.567479 + Penalty 2701.762928 = -376122.804551
  nChanged 235
		SP:Iteration 5F (7431.690000 sec): 3 clusters
  Score: Raw -379014.693535 + Penalty 2701.762928 = -376312.930607
  nChanged 194
		SP:Iteration 6Q (7431.700000 sec): 3 clusters
  Score: Raw -379177.269962 + Penalty 2701.762928 = -376475.507033
  nChanged 159
		SP:Iteration 7Q (7431.710000 sec): 3 clusters
  Score: Raw -379293.199684 + Penalty 2701.762928 = -376591.436755
  nChanged 133
		SP:Iteration 8Q (7431.720000 sec): 3 clusters
  Score: Raw -379375.228314 + Penalty 2701.762928 = -376673.465386
  nChanged 90
		SP:Iteration 9Q (7431.730000 sec): 3 clusters
  Score: Raw -379421.767241 + Penalty 2701.762928 = -376720.004313
  nChanged 65
		SP:Iteration 10Q (7431.740000 sec): 3 clusters
  Score: Raw -379450.005418 + Penalty 2701.762928 = -376748.242489
  nChanged 37
		SP:Iteration 11Q (7431.750000 sec): 3 clusters
  Score: Raw -379469.880002 + Penalty 2701.762928 = -376768.117073
  nChanged 33
		SP:Iteration 12Q (7431.760000 sec): 3 clusters
  Score: Raw -379485.307688 + Penalty 2701.762928 = -376783.544760
  nChanged 20
		SP:Iteration 13Q (7431.760000 sec): 3 clusters
  Score: Raw -379494.315275 + Penalty 2701.762928 = -376792.552346
  nChanged 18
		SP:Iteration 14Q (7431.770000 sec): 3 clusters
  Score: Raw -379501.899975 + Penalty 2701.762928 = -376800.137047
  nChanged 13
		SP:Iteration 15Q (7431.780000 sec): 3 clusters
  Score: Raw -379508.401465 + Penalty 2701.762928 = -376806.638537
  nChanged 9
		SP:Iteration 16Q (7431.790000 sec): 3 clusters
  Score: Raw -379511.224233 + Penalty 2701.762928 = -376809.461304
  nChanged 7
		SP:Iteration 17Q (7431.800000 sec): 3 clusters
  Score: Raw -379513.795923 + Penalty 2701.762928 = -376812.032995
  nChanged 8
		SP:Iteration 18Q (7431.810000 sec): 3 clusters
  Score: Raw -379515.873263 + Penalty 2701.762928 = -376814.110335
  nChanged 5
		SP:Iteration 19Q (7431.820000 sec): 3 clusters
  Score: Raw -379517.380960 + Penalty 2701.762928 = -376815.618032
  nChanged 4
		SP:Iteration 20F (7431.830000 sec): 3 clusters
  Score: Raw -379518.567726 + Penalty 2701.762928 = -376816.804797
  nChanged 6
		SP:Iteration 21Q (7431.840000 sec): 3 clusters
  Score: Raw -379520.071292 + Penalty 2701.762928 = -376818.308363
  nChanged 5
		SP:Iteration 22Q (7431.850000 sec): 3 clusters
  Score: Raw -379522.890276 + Penalty 2701.762928 = -376821.127347
  nChanged 12
		SP:Iteration 23Q (7431.860000 sec): 3 clusters
  Score: Raw -379529.355586 + Penalty 2701.762928 = -376827.592658
  nChanged 17
		SP:Iteration 24Q (7431.870000 sec): 3 clusters
  Score: Raw -379537.256526 + Penalty 2701.762928 = -376835.493598
  nChanged 18
		SP:Iteration 25Q (7431.880000 sec): 3 clusters
  Score: Raw -379545.955220 + Penalty 2701.762928 = -376844.192292
  nChanged 16
		SP:Iteration 26Q (7431.890000 sec): 3 clusters
  Score: Raw -379552.772830 + Penalty 2701.762928 = -376851.009902
  nChanged 14
		SP:Iteration 27Q (7431.900000 sec): 3 clusters
  Score: Raw -379559.214858 + Penalty 2701.762928 = -376857.451929
  nChanged 18
		SP:Iteration 28Q (7431.900000 sec): 3 clusters
  Score: Raw -379566.233792 + Penalty 2701.762928 = -376864.470864
  nChanged 10
		SP:Iteration 29Q (7431.910000 sec): 3 clusters
  Score: Raw -379570.921403 + Penalty 2701.762928 = -376869.158475
  nChanged 9
		SP:Iteration 30Q (7431.920000 sec): 3 clusters
  Score: Raw -379575.159211 + Penalty 2701.762928 = -376873.396282
  nChanged 11
		SP:Iteration 31Q (7431.930000 sec): 3 clusters
  Score: Raw -379580.012208 + Penalty 2701.762928 = -376878.249280
  nChanged 8
		SP:Iteration 32Q (7431.940000 sec): 3 clusters
  Score: Raw -379583.138868 + Penalty 2701.762928 = -376881.375939
  nChanged 11
		SP:Iteration 33Q (7431.950000 sec): 3 clusters
  Score: Raw -379589.710129 + Penalty 2701.762928 = -376887.947200
  nChanged 10
		SP:Iteration 34Q (7431.960000 sec): 3 clusters
  Score: Raw -379595.419250 + Penalty 2701.762928 = -376893.656321
  nChanged 8
		SP:Iteration 35Q (7431.970000 sec): 3 clusters
  Score: Raw -379599.482626 + Penalty 2701.762928 = -376897.719697
  nChanged 6
		SP:Iteration 36Q (7431.980000 sec): 3 clusters
  Score: Raw -379601.683426 + Penalty 2701.762928 = -376899.920498
  nChanged 8
		SP:Iteration 37Q (7431.980000 sec): 3 clusters
  Score: Raw -379604.274964 + Penalty 2701.762928 = -376902.512035
  nChanged 7
		SP:Iteration 38Q (7431.990000 sec): 3 clusters
  Score: Raw -379606.296588 + Penalty 2701.762928 = -376904.533660
  nChanged 3
		SP:Iteration 39Q (7432.000000 sec): 3 clusters
  Score: Raw -379606.874876 + Penalty 2701.762928 = -376905.111948
  nChanged 4
		SP:Iteration 40F (7432.010000 sec): 3 clusters
  Score: Raw -379608.528573 + Penalty 2701.762928 = -376906.765644
  nChanged 6
		SP:Iteration 41Q (7432.020000 sec): 3 clusters
  Score: Raw -379609.999002 + Penalty 2701.762928 = -376908.236074
  nChanged 3
		SP:Iteration 42Q (7432.030000 sec): 3 clusters
  Score: Raw -379610.736250 + Penalty 2701.762928 = -376908.973322
  nChanged 2
		SP:Iteration 43Q (7432.040000 sec): 3 clusters
  Score: Raw -379611.195927 + Penalty 2701.762928 = -376909.432999
  nChanged 0
		SP:Iteration 44F (7432.050000 sec): 3 clusters
  Score: Raw -379611.195927 + Penalty 2701.762928 = -376909.432999
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (9434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7432.080000 sec): 2 clusters
  Score: Raw -889378.694007 + Penalty 1487.212263 = -887891.481744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7432.100000 sec): 3 clusters
  Score: Raw -884127.924994 + Penalty 2974.424526 = -881153.500468
  nChanged 4045
		SP:Iteration 1F (7432.120000 sec): 3 clusters
  Score: Raw -886359.926020 + Penalty 2974.424526 = -883385.501495
  nChanged 688
		SP:Iteration 2F (7432.140000 sec): 3 clusters
  Score: Raw -886794.611570 + Penalty 2974.424526 = -883820.187044
  nChanged 700
		SP:Iteration 3F (7432.170000 sec): 3 clusters
  Score: Raw -887365.453671 + Penalty 2974.424526 = -884391.029145
  nChanged 720
		SP:Iteration 4F (7432.190000 sec): 3 clusters
  Score: Raw -888023.265591 + Penalty 2974.424526 = -885048.841066
  nChanged 659
		SP:Iteration 5F (7432.210000 sec): 3 clusters
  Score: Raw -888602.507627 + Penalty 2974.424526 = -885628.083101
  nChanged 557
		SP:Iteration 6F (7432.240000 sec): 3 clusters
  Score: Raw -889034.561402 + Penalty 2974.424526 = -886060.136876
  nChanged 424
		SP:Iteration 7Q (7432.260000 sec): 3 clusters
  Score: Raw -889344.496804 + Penalty 2974.424526 = -886370.072279
  nChanged 330
		SP:Iteration 8Q (7432.280000 sec): 3 clusters
  Score: Raw -889526.023231 + Penalty 2974.424526 = -886551.598706
  nChanged 221
		SP:Iteration 9Q (7432.300000 sec): 3 clusters
  Score: Raw -889619.999345 + Penalty 2974.424526 = -886645.574819
  nChanged 158
		SP:Iteration 10Q (7432.320000 sec): 3 clusters
  Score: Raw -889673.067378 + Penalty 2974.424526 = -886698.642852
  nChanged 130
		SP:Iteration 11Q (7432.340000 sec): 3 clusters
  Score: Raw -889712.895659 + Penalty 2974.424526 = -886738.471133
  nChanged 95
		SP:Iteration 12Q (7432.360000 sec): 3 clusters
  Score: Raw -889738.714739 + Penalty 2974.424526 = -886764.290213
  nChanged 71
		SP:Iteration 13Q (7432.390000 sec): 3 clusters
  Score: Raw -889753.805312 + Penalty 2974.424526 = -886779.380786
  nChanged 48
		SP:Iteration 14Q (7432.410000 sec): 3 clusters
  Score: Raw -889763.233486 + Penalty 2974.424526 = -886788.808961
  nChanged 33
		SP:Iteration 15Q (7432.430000 sec): 3 clusters
  Score: Raw -889768.854595 + Penalty 2974.424526 = -886794.430070
  nChanged 29
		SP:Iteration 16Q (7432.450000 sec): 3 clusters
  Score: Raw -889774.338553 + Penalty 2974.424526 = -886799.914027
  nChanged 24
		SP:Iteration 17Q (7432.470000 sec): 3 clusters
  Score: Raw -889779.169428 + Penalty 2974.424526 = -886804.744902
  nChanged 30
		SP:Iteration 18Q (7432.490000 sec): 3 clusters
  Score: Raw -889785.471026 + Penalty 2974.424526 = -886811.046500
  nChanged 26
		SP:Iteration 19Q (7432.510000 sec): 3 clusters
  Score: Raw -889789.866889 + Penalty 2974.424526 = -886815.442364
  nChanged 26
		SP:Iteration 20F (7432.540000 sec): 3 clusters
  Score: Raw -889794.394530 + Penalty 2974.424526 = -886819.970005
  nChanged 24
		SP:Iteration 21Q (7432.560000 sec): 3 clusters
  Score: Raw -889797.597949 + Penalty 2974.424526 = -886823.173423
  nChanged 15
		SP:Iteration 22Q (7432.580000 sec): 3 clusters
  Score: Raw -889799.747272 + Penalty 2974.424526 = -886825.322746
  nChanged 12
		SP:Iteration 23Q (7432.600000 sec): 3 clusters
  Score: Raw -889801.860493 + Penalty 2974.424526 = -886827.435967
  nChanged 13
		SP:Iteration 24Q (7432.620000 sec): 3 clusters
  Score: Raw -889803.486652 + Penalty 2974.424526 = -886829.062126
  nChanged 8
		SP:Iteration 25Q (7432.640000 sec): 3 clusters
  Score: Raw -889804.390752 + Penalty 2974.424526 = -886829.966227
  nChanged 4
		SP:Iteration 26Q (7432.660000 sec): 3 clusters
  Score: Raw -889804.625904 + Penalty 2974.424526 = -886830.201378
  nChanged 2
		SP:Iteration 27Q (7432.680000 sec): 3 clusters
  Score: Raw -889804.924592 + Penalty 2974.424526 = -886830.500066
  nChanged 1
		SP:Iteration 28Q (7432.700000 sec): 3 clusters
  Score: Raw -889804.952090 + Penalty 2974.424526 = -886830.527565
  nChanged 1
		SP:Iteration 29Q (7432.730000 sec): 3 clusters
  Score: Raw -889805.076571 + Penalty 2974.424526 = -886830.652045
  nChanged 3
		SP:Iteration 30Q (7432.750000 sec): 3 clusters
  Score: Raw -889805.462895 + Penalty 2974.424526 = -886831.038370
  nChanged 2
		SP:Iteration 31Q (7432.770000 sec): 3 clusters
  Score: Raw -889805.676929 + Penalty 2974.424526 = -886831.252403
  nChanged 0
		SP:Iteration 32F (7432.790000 sec): 3 clusters
  Score: Raw -889805.676929 + Penalty 2974.424526 = -886831.252403
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7432.820000 sec): 2 clusters
  Score: Raw -976487.693906 + Penalty 1488.139757 = -974999.554149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7432.840000 sec): 3 clusters
  Score: Raw -971159.631157 + Penalty 2976.279514 = -968183.351642
  nChanged 4112
		SP:Iteration 1F (7432.860000 sec): 3 clusters
  Score: Raw -973446.328069 + Penalty 2976.279514 = -970470.048554
  nChanged 565
		SP:Iteration 2F (7432.890000 sec): 3 clusters
  Score: Raw -973737.817596 + Penalty 2976.279514 = -970761.538082
  nChanged 476
		SP:Iteration 3F (7432.910000 sec): 3 clusters
  Score: Raw -973972.892610 + Penalty 2976.279514 = -970996.613096
  nChanged 377
		SP:Iteration 4Q (7432.930000 sec): 3 clusters
  Score: Raw -974169.853249 + Penalty 2976.279514 = -971193.573735
  nChanged 387
		SP:Iteration 5Q (7432.960000 sec): 3 clusters
  Score: Raw -974401.934531 + Penalty 2976.279514 = -971425.655016
  nChanged 394
		SP:Iteration 6Q (7432.980000 sec): 3 clusters
  Score: Raw -974648.102064 + Penalty 2976.279514 = -971671.822550
  nChanged 438
		SP:Iteration 7Q (7433.000000 sec): 3 clusters
  Score: Raw -974961.823363 + Penalty 2976.279514 = -971985.543849
  nChanged 401
		SP:Iteration 8Q (7433.030000 sec): 3 clusters
  Score: Raw -975299.235785 + Penalty 2976.279514 = -972322.956271
  nChanged 391
		SP:Iteration 9Q (7433.050000 sec): 3 clusters
  Score: Raw -975619.311423 + Penalty 2976.279514 = -972643.031909
  nChanged 345
		SP:Iteration 10Q (7433.070000 sec): 3 clusters
  Score: Raw -975886.483555 + Penalty 2976.279514 = -972910.204040
  nChanged 280
		SP:Iteration 11Q (7433.090000 sec): 3 clusters
  Score: Raw -976094.025030 + Penalty 2976.279514 = -973117.745516
  nChanged 232
		SP:Iteration 12Q (7433.110000 sec): 3 clusters
  Score: Raw -976264.633731 + Penalty 2976.279514 = -973288.354217
  nChanged 195
		SP:Iteration 13Q (7433.130000 sec): 3 clusters
  Score: Raw -976381.387289 + Penalty 2976.279514 = -973405.107775
  nChanged 132
		SP:Iteration 14Q (7433.150000 sec): 3 clusters
  Score: Raw -976467.600131 + Penalty 2976.279514 = -973491.320616
  nChanged 112
		SP:Iteration 15Q (7433.170000 sec): 3 clusters
  Score: Raw -976533.470770 + Penalty 2976.279514 = -973557.191256
  nChanged 95
		SP:Iteration 16Q (7433.190000 sec): 3 clusters
  Score: Raw -976589.236304 + Penalty 2976.279514 = -973612.956790
  nChanged 72
		SP:Iteration 17Q (7433.210000 sec): 3 clusters
  Score: Raw -976624.235261 + Penalty 2976.279514 = -973647.955746
  nChanged 54
		SP:Iteration 18Q (7433.220000 sec): 3 clusters
  Score: Raw -976650.166653 + Penalty 2976.279514 = -973673.887138
  nChanged 41
		SP:Iteration 19Q (7433.240000 sec): 3 clusters
  Score: Raw -976665.930822 + Penalty 2976.279514 = -973689.651307
  nChanged 24
		SP:Iteration 20F (7433.270000 sec): 3 clusters
  Score: Raw -976674.543869 + Penalty 2976.279514 = -973698.264355
  nChanged 19
		SP:Iteration 21Q (7433.280000 sec): 3 clusters
  Score: Raw -976682.025337 + Penalty 2976.279514 = -973705.745823
  nChanged 10
		SP:Iteration 22Q (7433.300000 sec): 3 clusters
  Score: Raw -976687.250014 + Penalty 2976.279514 = -973710.970500
  nChanged 14
		SP:Iteration 23Q (7433.320000 sec): 3 clusters
  Score: Raw -976692.977414 + Penalty 2976.279514 = -973716.697900
  nChanged 11
		SP:Iteration 24Q (7433.340000 sec): 3 clusters
  Score: Raw -976697.342937 + Penalty 2976.279514 = -973721.063423
  nChanged 12
		SP:Iteration 25Q (7433.360000 sec): 3 clusters
  Score: Raw -976702.726798 + Penalty 2976.279514 = -973726.447284
  nChanged 7
		SP:Iteration 26Q (7433.370000 sec): 3 clusters
  Score: Raw -976705.342099 + Penalty 2976.279514 = -973729.062585
  nChanged 6
		SP:Iteration 27Q (7433.390000 sec): 3 clusters
  Score: Raw -976707.229690 + Penalty 2976.279514 = -973730.950176
  nChanged 6
		SP:Iteration 28Q (7433.410000 sec): 3 clusters
  Score: Raw -976709.354965 + Penalty 2976.279514 = -973733.075450
  nChanged 6
		SP:Iteration 29Q (7433.430000 sec): 3 clusters
  Score: Raw -976712.453270 + Penalty 2976.279514 = -973736.173756
  nChanged 7
		SP:Iteration 30Q (7433.450000 sec): 3 clusters
  Score: Raw -976716.159167 + Penalty 2976.279514 = -973739.879652
  nChanged 9
		SP:Iteration 31Q (7433.460000 sec): 3 clusters
  Score: Raw -976721.397530 + Penalty 2976.279514 = -973745.118016
  nChanged 10
		SP:Iteration 32Q (7433.480000 sec): 3 clusters
  Score: Raw -976726.993032 + Penalty 2976.279514 = -973750.713518
  nChanged 4
		SP:Iteration 33Q (7433.500000 sec): 3 clusters
  Score: Raw -976728.459727 + Penalty 2976.279514 = -973752.180213
  nChanged 4
		SP:Iteration 34Q (7433.510000 sec): 3 clusters
  Score: Raw -976729.706406 + Penalty 2976.279514 = -973753.426891
  nChanged 6
		SP:Iteration 35Q (7433.530000 sec): 3 clusters
  Score: Raw -976731.191393 + Penalty 2976.279514 = -973754.911878
  nChanged 3
		SP:Iteration 36Q (7433.550000 sec): 3 clusters
  Score: Raw -976732.130505 + Penalty 2976.279514 = -973755.850990
  nChanged 3
		SP:Iteration 37Q (7433.570000 sec): 3 clusters
  Score: Raw -976733.283912 + Penalty 2976.279514 = -973757.004397
  nChanged 1
		SP:Iteration 38Q (7433.590000 sec): 3 clusters
  Score: Raw -976733.507981 + Penalty 2976.279514 = -973757.228467
  nChanged 1
		SP:Iteration 39Q (7433.600000 sec): 3 clusters
  Score: Raw -976733.847863 + Penalty 2976.279514 = -973757.568349
  nChanged 1
		SP:Iteration 40F (7433.630000 sec): 3 clusters
  Score: Raw -976734.355249 + Penalty 2976.279514 = -973758.075735
  nChanged 2
		SP:Iteration 41Q (7433.640000 sec): 3 clusters
  Score: Raw -976735.035005 + Penalty 2976.279514 = -973758.755491
  nChanged 3
		SP:Iteration 42Q (7433.660000 sec): 3 clusters
  Score: Raw -976736.259781 + Penalty 2976.279514 = -973759.980267
  nChanged 3
		SP:Iteration 43Q (7433.680000 sec): 3 clusters
  Score: Raw -976737.130362 + Penalty 2976.279514 = -973760.850848
  nChanged 1
		SP:Iteration 44Q (7433.690000 sec): 3 clusters
  Score: Raw -976737.446325 + Penalty 2976.279514 = -973761.166811
  nChanged 1
		SP:Iteration 45Q (7433.710000 sec): 3 clusters
  Score: Raw -976737.701892 + Penalty 2976.279514 = -973761.422377
  nChanged 1
		SP:Iteration 46Q (7433.730000 sec): 3 clusters
  Score: Raw -976737.937692 + Penalty 2976.279514 = -973761.658177
  nChanged 0
		SP:Iteration 47F (7433.750000 sec): 3 clusters
  Score: Raw -976737.937692 + Penalty 2976.279514 = -973761.658177
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7433.760000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7433.760000 sec): 3 clusters
  Score: Raw -47065.360122 + Penalty 1993.354364 = -45072.005758
  nChanged 97
		SP:Iteration 1F (7433.760000 sec): 3 clusters
  Score: Raw -47203.198759 + Penalty 1993.354364 = -45209.844395
  nChanged 24
		SP:Iteration 2F (7433.770000 sec): 3 clusters
  Score: Raw -47248.291987 + Penalty 1993.354364 = -45254.937623
  nChanged 11
		SP:Iteration 3Q (7433.770000 sec): 3 clusters
  Score: Raw -47271.687133 + Penalty 1993.354364 = -45278.332769
  nChanged 8
		SP:Iteration 4Q (7433.770000 sec): 3 clusters
  Score: Raw -47289.671776 + Penalty 1993.354364 = -45296.317412
  nChanged 5
		SP:Iteration 5Q (7433.770000 sec): 3 clusters
  Score: Raw -47297.404445 + Penalty 1993.354364 = -45304.050081
  nChanged 3
		SP:Iteration 6Q (7433.770000 sec): 3 clusters
  Score: Raw -47300.313124 + Penalty 1993.354364 = -45306.958760
  nChanged 2
		SP:Iteration 7Q (7433.770000 sec): 3 clusters
  Score: Raw -47302.184575 + Penalty 1993.354364 = -45308.830211
  nChanged 0
		SP:Iteration 8F (7433.770000 sec): 3 clusters
  Score: Raw -47302.184575 + Penalty 1993.354364 = -45308.830211
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7433.770000 sec): 2 clusters
  Score: Raw -28076.927738 + Penalty 931.667957 = -27145.259781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7433.770000 sec): 3 clusters
  Score: Raw -28150.848413 + Penalty 1863.335915 = -26287.512498
  nChanged 57
		SP:Iteration 1F (7433.780000 sec): 3 clusters
  Score: Raw -28303.524986 + Penalty 1863.335915 = -26440.189071
  nChanged 27
		SP:Iteration 2F (7433.780000 sec): 3 clusters
  Score: Raw -28388.486967 + Penalty 1863.335915 = -26525.151052
  nChanged 17
		SP:Iteration 3F (7433.780000 sec): 3 clusters
  Score: Raw -28445.236126 + Penalty 1863.335915 = -26581.900211
  nChanged 19
		SP:Iteration 4F (7433.780000 sec): 3 clusters
  Score: Raw -28522.848169 + Penalty 1863.335915 = -26659.512254
  nChanged 21
		SP:Iteration 5F (7433.780000 sec): 3 clusters
  Score: Raw -28806.975697 + Penalty 1863.335915 = -26943.639782
  nChanged 19
		SP:Iteration 6F (7433.780000 sec): 3 clusters
  Score: Raw -28882.709223 + Penalty 1863.335915 = -27019.373308
  nChanged 7
		SP:Iteration 7Q (7433.780000 sec): 3 clusters
  Score: Raw -28904.928416 + Penalty 1863.335915 = -27041.592501
  nChanged 3
		SP:Iteration 8Q (7433.780000 sec): 3 clusters
  Score: Raw -28917.225132 + Penalty 1863.335915 = -27053.889217
  nChanged 4
		SP:Iteration 9Q (7433.780000 sec): 3 clusters
  Score: Raw -28934.048466 + Penalty 1863.335915 = -27070.712551
  nChanged 2
		SP:Iteration 10Q (7433.780000 sec): 3 clusters
  Score: Raw -28948.524610 + Penalty 1863.335915 = -27085.188695
  nChanged 1
		SP:Iteration 11Q (7433.780000 sec): 3 clusters
  Score: Raw -28951.125649 + Penalty 1863.335915 = -27087.789734
  nChanged 1
		SP:Iteration 12Q (7433.780000 sec): 3 clusters
  Score: Raw -28970.649827 + Penalty 1863.335915 = -27107.313912
  nChanged 1
		SP:Iteration 13Q (7433.790000 sec): 3 clusters
  Score: Raw -29003.497884 + Penalty 1863.335915 = -27140.161969
  nChanged 0
		SP:Iteration 14F (7433.790000 sec): 3 clusters
  Score: Raw -29003.497884 + Penalty 1863.335915 = -27140.161969
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (3130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7433.800000 sec): 2 clusters
  Score: Raw -308934.887729 + Penalty 1307.928096 = -307626.959633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7433.810000 sec): 3 clusters
  Score: Raw -307443.628888 + Penalty 2615.856192 = -304827.772696
  nChanged 1223
		SP:Iteration 1F (7433.810000 sec): 3 clusters
  Score: Raw -308272.344059 + Penalty 2615.856192 = -305656.487867
  nChanged 292
		SP:Iteration 2F (7433.820000 sec): 3 clusters
  Score: Raw -308598.584112 + Penalty 2615.856192 = -305982.727920
  nChanged 231
		SP:Iteration 3F (7433.830000 sec): 3 clusters
  Score: Raw -308847.356481 + Penalty 2615.856192 = -306231.500288
  nChanged 182
		SP:Iteration 4F (7433.830000 sec): 3 clusters
  Score: Raw -309056.809267 + Penalty 2615.856192 = -306440.953074
  nChanged 168
		SP:Iteration 5F (7433.840000 sec): 3 clusters
  Score: Raw -309221.327251 + Penalty 2615.856192 = -306605.471059
  nChanged 127
		SP:Iteration 6Q (7433.850000 sec): 3 clusters
  Score: Raw -309346.099177 + Penalty 2615.856192 = -306730.242985
  nChanged 123
		SP:Iteration 7Q (7433.850000 sec): 3 clusters
  Score: Raw -309445.527611 + Penalty 2615.856192 = -306829.671419
  nChanged 94
		SP:Iteration 8Q (7433.860000 sec): 3 clusters
  Score: Raw -309517.938783 + Penalty 2615.856192 = -306902.082591
  nChanged 77
		SP:Iteration 9Q (7433.870000 sec): 3 clusters
  Score: Raw -309567.642092 + Penalty 2615.856192 = -306951.785900
  nChanged 56
		SP:Iteration 10Q (7433.870000 sec): 3 clusters
  Score: Raw -309601.816210 + Penalty 2615.856192 = -306985.960018
  nChanged 46
		SP:Iteration 11Q (7433.880000 sec): 3 clusters
  Score: Raw -309628.980056 + Penalty 2615.856192 = -307013.123864
  nChanged 35
		SP:Iteration 12Q (7433.890000 sec): 3 clusters
  Score: Raw -309642.630121 + Penalty 2615.856192 = -307026.773929
  nChanged 17
		SP:Iteration 13Q (7433.890000 sec): 3 clusters
  Score: Raw -309648.793670 + Penalty 2615.856192 = -307032.937478
  nChanged 14
		SP:Iteration 14Q (7433.900000 sec): 3 clusters
  Score: Raw -309653.604719 + Penalty 2615.856192 = -307037.748526
  nChanged 13
		SP:Iteration 15Q (7433.910000 sec): 3 clusters
  Score: Raw -309660.929741 + Penalty 2615.856192 = -307045.073549
  nChanged 16
		SP:Iteration 16Q (7433.910000 sec): 3 clusters
  Score: Raw -309671.405183 + Penalty 2615.856192 = -307055.548991
  nChanged 18
		SP:Iteration 17Q (7433.920000 sec): 3 clusters
  Score: Raw -309680.058191 + Penalty 2615.856192 = -307064.201998
  nChanged 13
		SP:Iteration 18Q (7433.930000 sec): 3 clusters
  Score: Raw -309684.593199 + Penalty 2615.856192 = -307068.737006
  nChanged 10
		SP:Iteration 19Q (7433.930000 sec): 3 clusters
  Score: Raw -309687.280737 + Penalty 2615.856192 = -307071.424545
  nChanged 11
		SP:Iteration 20F (7433.940000 sec): 3 clusters
  Score: Raw -309690.433191 + Penalty 2615.856192 = -307074.576998
  nChanged 8
		SP:Iteration 21Q (7433.950000 sec): 3 clusters
  Score: Raw -309693.033224 + Penalty 2615.856192 = -307077.177032
  nChanged 7
		SP:Iteration 22Q (7433.950000 sec): 3 clusters
  Score: Raw -309695.257573 + Penalty 2615.856192 = -307079.401381
  nChanged 7
		SP:Iteration 23Q (7433.960000 sec): 3 clusters
  Score: Raw -309698.218751 + Penalty 2615.856192 = -307082.362559
  nChanged 5
		SP:Iteration 24Q (7433.970000 sec): 3 clusters
  Score: Raw -309699.977685 + Penalty 2615.856192 = -307084.121493
  nChanged 6
		SP:Iteration 25Q (7433.970000 sec): 3 clusters
  Score: Raw -309702.049508 + Penalty 2615.856192 = -307086.193316
  nChanged 7
		SP:Iteration 26Q (7433.980000 sec): 3 clusters
  Score: Raw -309704.807900 + Penalty 2615.856192 = -307088.951708
  nChanged 10
		SP:Iteration 27Q (7433.990000 sec): 3 clusters
  Score: Raw -309709.390149 + Penalty 2615.856192 = -307093.533957
  nChanged 8
		SP:Iteration 28Q (7433.990000 sec): 3 clusters
  Score: Raw -309711.868967 + Penalty 2615.856192 = -307096.012775
  nChanged 5
		SP:Iteration 29Q (7434.000000 sec): 3 clusters
  Score: Raw -309712.584907 + Penalty 2615.856192 = -307096.728715
  nChanged 5
		SP:Iteration 30Q (7434.010000 sec): 3 clusters
  Score: Raw -309713.959590 + Penalty 2615.856192 = -307098.103398
  nChanged 3
		SP:Iteration 31Q (7434.010000 sec): 3 clusters
  Score: Raw -309715.387947 + Penalty 2615.856192 = -307099.531755
  nChanged 3
		SP:Iteration 32Q (7434.020000 sec): 3 clusters
  Score: Raw -309717.511514 + Penalty 2615.856192 = -307101.655322
  nChanged 7
		SP:Iteration 33Q (7434.030000 sec): 3 clusters
  Score: Raw -309720.194315 + Penalty 2615.856192 = -307104.338123
  nChanged 5
		SP:Iteration 34Q (7434.030000 sec): 3 clusters
  Score: Raw -309721.596352 + Penalty 2615.856192 = -307105.740159
  nChanged 4
		SP:Iteration 35Q (7434.040000 sec): 3 clusters
  Score: Raw -309722.976958 + Penalty 2615.856192 = -307107.120766
  nChanged 2
		SP:Iteration 36Q (7434.050000 sec): 3 clusters
  Score: Raw -309723.459895 + Penalty 2615.856192 = -307107.603703
  nChanged 3
		SP:Iteration 37Q (7434.050000 sec): 3 clusters
  Score: Raw -309723.962239 + Penalty 2615.856192 = -307108.106047
  nChanged 1
		SP:Iteration 38Q (7434.060000 sec): 3 clusters
  Score: Raw -309724.050685 + Penalty 2615.856192 = -307108.194493
  nChanged 0
		SP:Iteration 39F (7434.070000 sec): 3 clusters
  Score: Raw -309724.050685 + Penalty 2615.856192 = -307108.194493
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7434.090000 sec): 2 clusters
  Score: Raw -564266.781625 + Penalty 1412.611449 = -562854.170176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7434.100000 sec): 3 clusters
  Score: Raw -561016.542916 + Penalty 2825.222898 = -558191.320019
  nChanged 2515
		SP:Iteration 1F (7434.120000 sec): 3 clusters
  Score: Raw -562513.379024 + Penalty 2825.222898 = -559688.156126
  nChanged 561
		SP:Iteration 2F (7434.130000 sec): 3 clusters
  Score: Raw -562969.910830 + Penalty 2825.222898 = -560144.687932
  nChanged 471
		SP:Iteration 3F (7434.150000 sec): 3 clusters
  Score: Raw -563299.241568 + Penalty 2825.222898 = -560474.018670
  nChanged 389
		SP:Iteration 4F (7434.160000 sec): 3 clusters
  Score: Raw -563549.819276 + Penalty 2825.222898 = -560724.596378
  nChanged 298
		SP:Iteration 5Q (7434.170000 sec): 3 clusters
  Score: Raw -563730.601244 + Penalty 2825.222898 = -560905.378347
  nChanged 234
		SP:Iteration 6Q (7434.190000 sec): 3 clusters
  Score: Raw -563888.721378 + Penalty 2825.222898 = -561063.498480
  nChanged 224
		SP:Iteration 7Q (7434.200000 sec): 3 clusters
  Score: Raw -564106.992100 + Penalty 2825.222898 = -561281.769203
  nChanged 178
		SP:Iteration 8Q (7434.210000 sec): 3 clusters
  Score: Raw -564215.507832 + Penalty 2825.222898 = -561390.284934
  nChanged 138
		SP:Iteration 9Q (7434.230000 sec): 3 clusters
  Score: Raw -564274.570202 + Penalty 2825.222898 = -561449.347304
  nChanged 95
		SP:Iteration 10Q (7434.240000 sec): 3 clusters
  Score: Raw -564312.251137 + Penalty 2825.222898 = -561487.028239
  nChanged 88
		SP:Iteration 11Q (7434.250000 sec): 3 clusters
  Score: Raw -564346.937118 + Penalty 2825.222898 = -561521.714220
  nChanged 89
		SP:Iteration 12Q (7434.270000 sec): 3 clusters
  Score: Raw -564377.021032 + Penalty 2825.222898 = -561551.798134
  nChanged 71
		SP:Iteration 13Q (7434.280000 sec): 3 clusters
  Score: Raw -564400.719162 + Penalty 2825.222898 = -561575.496264
  nChanged 55
		SP:Iteration 14Q (7434.290000 sec): 3 clusters
  Score: Raw -564419.416572 + Penalty 2825.222898 = -561594.193675
  nChanged 54
		SP:Iteration 15Q (7434.310000 sec): 3 clusters
  Score: Raw -564437.535106 + Penalty 2825.222898 = -561612.312208
  nChanged 55
		SP:Iteration 16Q (7434.320000 sec): 3 clusters
  Score: Raw -564455.638513 + Penalty 2825.222898 = -561630.415616
  nChanged 59
		SP:Iteration 17Q (7434.330000 sec): 3 clusters
  Score: Raw -564470.856661 + Penalty 2825.222898 = -561645.633763
  nChanged 48
		SP:Iteration 18Q (7434.350000 sec): 3 clusters
  Score: Raw -564484.499087 + Penalty 2825.222898 = -561659.276189
  nChanged 40
		SP:Iteration 19Q (7434.360000 sec): 3 clusters
  Score: Raw -564496.697742 + Penalty 2825.222898 = -561671.474845
  nChanged 32
		SP:Iteration 20F (7434.380000 sec): 3 clusters
  Score: Raw -564504.269648 + Penalty 2825.222898 = -561679.046750
  nChanged 29
		SP:Iteration 21Q (7434.390000 sec): 3 clusters
  Score: Raw -564511.863693 + Penalty 2825.222898 = -561686.640796
  nChanged 30
		SP:Iteration 22Q (7434.400000 sec): 3 clusters
  Score: Raw -564519.085135 + Penalty 2825.222898 = -561693.862238
  nChanged 20
		SP:Iteration 23Q (7434.420000 sec): 3 clusters
  Score: Raw -564523.070836 + Penalty 2825.222898 = -561697.847938
  nChanged 16
		SP:Iteration 24Q (7434.430000 sec): 3 clusters
  Score: Raw -564527.180880 + Penalty 2825.222898 = -561701.957982
  nChanged 17
		SP:Iteration 25Q (7434.440000 sec): 3 clusters
  Score: Raw -564531.298945 + Penalty 2825.222898 = -561706.076048
  nChanged 16
		SP:Iteration 26Q (7434.460000 sec): 3 clusters
  Score: Raw -564535.136316 + Penalty 2825.222898 = -561709.913418
  nChanged 18
		SP:Iteration 27Q (7434.470000 sec): 3 clusters
  Score: Raw -564539.245802 + Penalty 2825.222898 = -561714.022905
  nChanged 25
		SP:Iteration 28Q (7434.480000 sec): 3 clusters
  Score: Raw -564546.409846 + Penalty 2825.222898 = -561721.186949
  nChanged 24
		SP:Iteration 29Q (7434.500000 sec): 3 clusters
  Score: Raw -564554.090174 + Penalty 2825.222898 = -561728.867276
  nChanged 30
		SP:Iteration 30Q (7434.510000 sec): 3 clusters
  Score: Raw -564562.471519 + Penalty 2825.222898 = -561737.248622
  nChanged 30
		SP:Iteration 31Q (7434.520000 sec): 3 clusters
  Score: Raw -564573.664118 + Penalty 2825.222898 = -561748.441221
  nChanged 34
		SP:Iteration 32Q (7434.540000 sec): 3 clusters
  Score: Raw -564588.228298 + Penalty 2825.222898 = -561763.005400
  nChanged 47
		SP:Iteration 33Q (7434.550000 sec): 3 clusters
  Score: Raw -564608.075274 + Penalty 2825.222898 = -561782.852376
  nChanged 60
		SP:Iteration 34Q (7434.560000 sec): 3 clusters
  Score: Raw -564635.686401 + Penalty 2825.222898 = -561810.463504
  nChanged 60
		SP:Iteration 35Q (7434.580000 sec): 3 clusters
  Score: Raw -564659.633168 + Penalty 2825.222898 = -561834.410270
  nChanged 66
		SP:Iteration 36Q (7434.590000 sec): 3 clusters
  Score: Raw -564689.183316 + Penalty 2825.222898 = -561863.960418
  nChanged 53
		SP:Iteration 37Q (7434.600000 sec): 3 clusters
  Score: Raw -564706.669794 + Penalty 2825.222898 = -561881.446896
  nChanged 55
		SP:Iteration 38Q (7434.610000 sec): 3 clusters
  Score: Raw -564722.919860 + Penalty 2825.222898 = -561897.696962
  nChanged 48
		SP:Iteration 39Q (7434.630000 sec): 3 clusters
  Score: Raw -564741.812934 + Penalty 2825.222898 = -561916.590037
  nChanged 55
		SP:Iteration 40F (7434.640000 sec): 3 clusters
  Score: Raw -564769.397618 + Penalty 2825.222898 = -561944.174720
  nChanged 58
		SP:Iteration 41Q (7434.660000 sec): 3 clusters
  Score: Raw -564793.772540 + Penalty 2825.222898 = -561968.549643
  nChanged 51
		SP:Iteration 42Q (7434.670000 sec): 3 clusters
  Score: Raw -564810.734926 + Penalty 2825.222898 = -561985.512029
  nChanged 50
		SP:Iteration 43Q (7434.680000 sec): 3 clusters
  Score: Raw -564826.180140 + Penalty 2825.222898 = -562000.957243
  nChanged 44
		SP:Iteration 44Q (7434.690000 sec): 3 clusters
  Score: Raw -564840.559643 + Penalty 2825.222898 = -562015.336745
  nChanged 42
		SP:Iteration 45Q (7434.710000 sec): 3 clusters
  Score: Raw -564854.123618 + Penalty 2825.222898 = -562028.900720
  nChanged 40
		SP:Iteration 46Q (7434.720000 sec): 3 clusters
  Score: Raw -564866.820205 + Penalty 2825.222898 = -562041.597307
  nChanged 33
		SP:Iteration 47Q (7434.730000 sec): 3 clusters
  Score: Raw -564876.961941 + Penalty 2825.222898 = -562051.739043
  nChanged 33
		SP:Iteration 48Q (7434.750000 sec): 3 clusters
  Score: Raw -564885.443155 + Penalty 2825.222898 = -562060.220257
  nChanged 27
		SP:Iteration 49Q (7434.760000 sec): 3 clusters
  Score: Raw -564892.454712 + Penalty 2825.222898 = -562067.231814
  nChanged 25
		SP:Iteration 50Q (7434.770000 sec): 3 clusters
  Score: Raw -564899.671761 + Penalty 2825.222898 = -562074.448863
  nChanged 22
		SP:Iteration 51Q (7434.790000 sec): 3 clusters
  Score: Raw -564905.591253 + Penalty 2825.222898 = -562080.368355
  nChanged 19
		SP:Iteration 52Q (7434.800000 sec): 3 clusters
  Score: Raw -564910.583724 + Penalty 2825.222898 = -562085.360827
  nChanged 26
		SP:Iteration 53Q (7434.810000 sec): 3 clusters
  Score: Raw -564916.084427 + Penalty 2825.222898 = -562090.861530
  nChanged 20
		SP:Iteration 54Q (7434.830000 sec): 3 clusters
  Score: Raw -564919.952029 + Penalty 2825.222898 = -562094.729132
  nChanged 18
		SP:Iteration 55Q (7434.840000 sec): 3 clusters
  Score: Raw -564924.620875 + Penalty 2825.222898 = -562099.397977
  nChanged 17
		SP:Iteration 56Q (7434.850000 sec): 3 clusters
  Score: Raw -564928.211740 + Penalty 2825.222898 = -562102.988843
  nChanged 16
		SP:Iteration 57Q (7434.870000 sec): 3 clusters
  Score: Raw -564932.433479 + Penalty 2825.222898 = -562107.210582
  nChanged 19
		SP:Iteration 58Q (7434.880000 sec): 3 clusters
  Score: Raw -564936.142719 + Penalty 2825.222898 = -562110.919821
  nChanged 12
		SP:Iteration 59Q (7434.890000 sec): 3 clusters
  Score: Raw -564939.373149 + Penalty 2825.222898 = -562114.150251
  nChanged 13
		SP:Iteration 60F (7434.910000 sec): 3 clusters
  Score: Raw -564941.614546 + Penalty 2825.222898 = -562116.391649
  nChanged 14
		SP:Iteration 61Q (7434.920000 sec): 3 clusters
  Score: Raw -564944.201232 + Penalty 2825.222898 = -562118.978334
  nChanged 14
		SP:Iteration 62Q (7434.930000 sec): 3 clusters
  Score: Raw -564946.536769 + Penalty 2825.222898 = -562121.313872
  nChanged 15
		SP:Iteration 63Q (7434.950000 sec): 3 clusters
  Score: Raw -564948.997109 + Penalty 2825.222898 = -562123.774212
  nChanged 10
		SP:Iteration 64Q (7434.960000 sec): 3 clusters
  Score: Raw -564951.011699 + Penalty 2825.222898 = -562125.788802
  nChanged 11
		SP:Iteration 65Q (7434.970000 sec): 3 clusters
  Score: Raw -564953.108252 + Penalty 2825.222898 = -562127.885354
  nChanged 12
		SP:Iteration 66Q (7434.980000 sec): 3 clusters
  Score: Raw -564955.837141 + Penalty 2825.222898 = -562130.614243
  nChanged 16
		SP:Iteration 67Q (7435.000000 sec): 3 clusters
  Score: Raw -564958.664087 + Penalty 2825.222898 = -562133.441190
  nChanged 9
		SP:Iteration 68Q (7435.010000 sec): 3 clusters
  Score: Raw -564959.947625 + Penalty 2825.222898 = -562134.724727
  nChanged 4
		SP:Iteration 69Q (7435.020000 sec): 3 clusters
  Score: Raw -564960.809703 + Penalty 2825.222898 = -562135.586805
  nChanged 10
		SP:Iteration 70Q (7435.030000 sec): 3 clusters
  Score: Raw -564962.574644 + Penalty 2825.222898 = -562137.351746
  nChanged 8
		SP:Iteration 71Q (7435.050000 sec): 3 clusters
  Score: Raw -564964.038451 + Penalty 2825.222898 = -562138.815553
  nChanged 6
		SP:Iteration 72Q (7435.060000 sec): 3 clusters
  Score: Raw -564965.276082 + Penalty 2825.222898 = -562140.053185
  nChanged 4
		SP:Iteration 73Q (7435.070000 sec): 3 clusters
  Score: Raw -564966.434644 + Penalty 2825.222898 = -562141.211746
  nChanged 5
		SP:Iteration 74Q (7435.090000 sec): 3 clusters
  Score: Raw -564967.706249 + Penalty 2825.222898 = -562142.483352
  nChanged 4
		SP:Iteration 75Q (7435.100000 sec): 3 clusters
  Score: Raw -564968.435628 + Penalty 2825.222898 = -562143.212730
  nChanged 2
		SP:Iteration 76Q (7435.110000 sec): 3 clusters
  Score: Raw -564968.659991 + Penalty 2825.222898 = -562143.437093
  nChanged 3
		SP:Iteration 77Q (7435.130000 sec): 3 clusters
  Score: Raw -564969.614617 + Penalty 2825.222898 = -562144.391719
  nChanged 5
		SP:Iteration 78Q (7435.140000 sec): 3 clusters
  Score: Raw -564970.485750 + Penalty 2825.222898 = -562145.262852
  nChanged 4
		SP:Iteration 79Q (7435.150000 sec): 3 clusters
  Score: Raw -564971.363303 + Penalty 2825.222898 = -562146.140405
  nChanged 6
		SP:Iteration 80F (7435.170000 sec): 3 clusters
  Score: Raw -564972.748204 + Penalty 2825.222898 = -562147.525306
  nChanged 4
		SP:Iteration 81Q (7435.180000 sec): 3 clusters
  Score: Raw -564973.413380 + Penalty 2825.222898 = -562148.190483
  nChanged 5
		SP:Iteration 82Q (7435.190000 sec): 3 clusters
  Score: Raw -564974.240054 + Penalty 2825.222898 = -562149.017157
  nChanged 6
		SP:Iteration 83Q (7435.210000 sec): 3 clusters
  Score: Raw -564975.319696 + Penalty 2825.222898 = -562150.096799
  nChanged 4
		SP:Iteration 84Q (7435.220000 sec): 3 clusters
  Score: Raw -564975.936656 + Penalty 2825.222898 = -562150.713758
  nChanged 4
		SP:Iteration 85Q (7435.230000 sec): 3 clusters
  Score: Raw -564976.748646 + Penalty 2825.222898 = -562151.525748
  nChanged 7
		SP:Iteration 86Q (7435.240000 sec): 3 clusters
  Score: Raw -564978.242250 + Penalty 2825.222898 = -562153.019353
  nChanged 5
		SP:Iteration 87Q (7435.260000 sec): 3 clusters
  Score: Raw -564979.066044 + Penalty 2825.222898 = -562153.843147
  nChanged 2
		SP:Iteration 88Q (7435.270000 sec): 3 clusters
  Score: Raw -564979.477690 + Penalty 2825.222898 = -562154.254793
  nChanged 4
		SP:Iteration 89Q (7435.280000 sec): 3 clusters
  Score: Raw -564981.011816 + Penalty 2825.222898 = -562155.788918
  nChanged 8
		SP:Iteration 90Q (7435.290000 sec): 3 clusters
  Score: Raw -564983.281232 + Penalty 2825.222898 = -562158.058335
  nChanged 7
		SP:Iteration 91Q (7435.310000 sec): 3 clusters
  Score: Raw -564984.690123 + Penalty 2825.222898 = -562159.467226
  nChanged 3
		SP:Iteration 92Q (7435.320000 sec): 3 clusters
  Score: Raw -564985.105167 + Penalty 2825.222898 = -562159.882269
  nChanged 4
		SP:Iteration 93Q (7435.330000 sec): 3 clusters
  Score: Raw -564985.867160 + Penalty 2825.222898 = -562160.644262
  nChanged 2
		SP:Iteration 94Q (7435.350000 sec): 3 clusters
  Score: Raw -564986.137991 + Penalty 2825.222898 = -562160.915093
  nChanged 4
		SP:Iteration 95Q (7435.360000 sec): 3 clusters
  Score: Raw -564986.847218 + Penalty 2825.222898 = -562161.624320
  nChanged 3
		SP:Iteration 96Q (7435.370000 sec): 3 clusters
  Score: Raw -564987.175552 + Penalty 2825.222898 = -562161.952654
  nChanged 5
		SP:Iteration 97Q (7435.390000 sec): 3 clusters
  Score: Raw -564988.507651 + Penalty 2825.222898 = -562163.284753
  nChanged 9
		SP:Iteration 98Q (7435.400000 sec): 3 clusters
  Score: Raw -564990.056007 + Penalty 2825.222898 = -562164.833109
  nChanged 5
		SP:Iteration 99Q (7435.410000 sec): 3 clusters
  Score: Raw -564990.693082 + Penalty 2825.222898 = -562165.470185
  nChanged 3
		SP:Iteration 100F (7435.430000 sec): 3 clusters
  Score: Raw -564991.187210 + Penalty 2825.222898 = -562165.964312
  nChanged 3
		SP:Iteration 101Q (7435.440000 sec): 3 clusters
  Score: Raw -564991.799907 + Penalty 2825.222898 = -562166.577009
  nChanged 5
		SP:Iteration 102Q (7435.450000 sec): 3 clusters
  Score: Raw -564992.924641 + Penalty 2825.222898 = -562167.701744
  nChanged 4
		SP:Iteration 103Q (7435.460000 sec): 3 clusters
  Score: Raw -564993.729706 + Penalty 2825.222898 = -562168.506808
  nChanged 4
		SP:Iteration 104Q (7435.480000 sec): 3 clusters
  Score: Raw -564994.465960 + Penalty 2825.222898 = -562169.243063
  nChanged 8
		SP:Iteration 105Q (7435.490000 sec): 3 clusters
  Score: Raw -564996.289542 + Penalty 2825.222898 = -562171.066645
  nChanged 7
		SP:Iteration 106Q (7435.500000 sec): 3 clusters
  Score: Raw -564997.330645 + Penalty 2825.222898 = -562172.107748
  nChanged 10
		SP:Iteration 107Q (7435.510000 sec): 3 clusters
  Score: Raw -564999.704224 + Penalty 2825.222898 = -562174.481326
  nChanged 10
		SP:Iteration 108Q (7435.530000 sec): 3 clusters
  Score: Raw -565001.368263 + Penalty 2825.222898 = -562176.145365
  nChanged 9
		SP:Iteration 109Q (7435.540000 sec): 3 clusters
  Score: Raw -565003.033704 + Penalty 2825.222898 = -562177.810807
  nChanged 8
		SP:Iteration 110Q (7435.550000 sec): 3 clusters
  Score: Raw -565004.492550 + Penalty 2825.222898 = -562179.269652
  nChanged 5
		SP:Iteration 111Q (7435.570000 sec): 3 clusters
  Score: Raw -565006.186967 + Penalty 2825.222898 = -562180.964070
  nChanged 7
		SP:Iteration 112Q (7435.580000 sec): 3 clusters
  Score: Raw -565008.076617 + Penalty 2825.222898 = -562182.853719
  nChanged 10
		SP:Iteration 113Q (7435.590000 sec): 3 clusters
  Score: Raw -565010.428593 + Penalty 2825.222898 = -562185.205695
  nChanged 11
		SP:Iteration 114Q (7435.610000 sec): 3 clusters
  Score: Raw -565013.105077 + Penalty 2825.222898 = -562187.882179
  nChanged 9
		SP:Iteration 115Q (7435.620000 sec): 3 clusters
  Score: Raw -565014.886739 + Penalty 2825.222898 = -562189.663841
  nChanged 8
		SP:Iteration 116Q (7435.630000 sec): 3 clusters
  Score: Raw -565016.736218 + Penalty 2825.222898 = -562191.513321
  nChanged 11
		SP:Iteration 117Q (7435.640000 sec): 3 clusters
  Score: Raw -565019.060031 + Penalty 2825.222898 = -562193.837134
  nChanged 9
		SP:Iteration 118Q (7435.650000 sec): 3 clusters
  Score: Raw -565021.606912 + Penalty 2825.222898 = -562196.384014
  nChanged 9
		SP:Iteration 119Q (7435.670000 sec): 3 clusters
  Score: Raw -565024.237190 + Penalty 2825.222898 = -562199.014292
  nChanged 11
		SP:Iteration 120F (7435.680000 sec): 3 clusters
  Score: Raw -565026.267995 + Penalty 2825.222898 = -562201.045098
  nChanged 7
		SP:Iteration 121Q (7435.690000 sec): 3 clusters
  Score: Raw -565027.228319 + Penalty 2825.222898 = -562202.005422
  nChanged 5
		SP:Iteration 122Q (7435.710000 sec): 3 clusters
  Score: Raw -565028.368324 + Penalty 2825.222898 = -562203.145426
  nChanged 5
		SP:Iteration 123Q (7435.720000 sec): 3 clusters
  Score: Raw -565029.688536 + Penalty 2825.222898 = -562204.465638
  nChanged 5
		SP:Iteration 124Q (7435.730000 sec): 3 clusters
  Score: Raw -565030.629751 + Penalty 2825.222898 = -562205.406854
  nChanged 7
		SP:Iteration 125Q (7435.750000 sec): 3 clusters
  Score: Raw -565032.014460 + Penalty 2825.222898 = -562206.791563
  nChanged 8
		SP:Iteration 126Q (7435.760000 sec): 3 clusters
  Score: Raw -565034.488819 + Penalty 2825.222898 = -562209.265922
  nChanged 10
		SP:Iteration 127Q (7435.770000 sec): 3 clusters
  Score: Raw -565037.296111 + Penalty 2825.222898 = -562212.073213
  nChanged 11
		SP:Iteration 128Q (7435.790000 sec): 3 clusters
  Score: Raw -565043.160912 + Penalty 2825.222898 = -562217.938014
  nChanged 10
		SP:Iteration 129Q (7435.800000 sec): 3 clusters
  Score: Raw -565047.634481 + Penalty 2825.222898 = -562222.411584
  nChanged 11
		SP:Iteration 130Q (7435.810000 sec): 3 clusters
  Score: Raw -565050.126097 + Penalty 2825.222898 = -562224.903199
  nChanged 15
		SP:Iteration 131Q (7435.820000 sec): 3 clusters
  Score: Raw -565052.922407 + Penalty 2825.222898 = -562227.699510
  nChanged 10
		SP:Iteration 132Q (7435.830000 sec): 3 clusters
  Score: Raw -565054.748740 + Penalty 2825.222898 = -562229.525842
  nChanged 13
		SP:Iteration 133Q (7435.850000 sec): 3 clusters
  Score: Raw -565058.232439 + Penalty 2825.222898 = -562233.009542
  nChanged 10
		SP:Iteration 134Q (7435.860000 sec): 3 clusters
  Score: Raw -565062.086081 + Penalty 2825.222898 = -562236.863183
  nChanged 18
		SP:Iteration 135Q (7435.870000 sec): 3 clusters
  Score: Raw -565067.169726 + Penalty 2825.222898 = -562241.946829
  nChanged 17
		SP:Iteration 136Q (7435.890000 sec): 3 clusters
  Score: Raw -565071.082298 + Penalty 2825.222898 = -562245.859401
  nChanged 16
		SP:Iteration 137Q (7435.900000 sec): 3 clusters
  Score: Raw -565074.521305 + Penalty 2825.222898 = -562249.298408
  nChanged 10
		SP:Iteration 138Q (7435.910000 sec): 3 clusters
  Score: Raw -565077.967482 + Penalty 2825.222898 = -562252.744584
  nChanged 11
		SP:Iteration 139Q (7435.930000 sec): 3 clusters
  Score: Raw -565081.498148 + Penalty 2825.222898 = -562256.275250
  nChanged 13
		SP:Iteration 140F (7435.940000 sec): 3 clusters
  Score: Raw -565086.123391 + Penalty 2825.222898 = -562260.900493
  nChanged 16
		SP:Iteration 141Q (7435.950000 sec): 3 clusters
  Score: Raw -565090.854103 + Penalty 2825.222898 = -562265.631205
  nChanged 20
		SP:Iteration 142Q (7435.960000 sec): 3 clusters
  Score: Raw -565097.537138 + Penalty 2825.222898 = -562272.314241
  nChanged 15
		SP:Iteration 143Q (7435.980000 sec): 3 clusters
  Score: Raw -565105.295370 + Penalty 2825.222898 = -562280.072473
  nChanged 15
		SP:Iteration 144Q (7436.000000 sec): 3 clusters
  Score: Raw -565111.112638 + Penalty 2825.222898 = -562285.889740
  nChanged 19
		SP:Iteration 145Q (7436.010000 sec): 3 clusters
  Score: Raw -565117.828001 + Penalty 2825.222898 = -562292.605103
  nChanged 27
		SP:Iteration 146Q (7436.020000 sec): 3 clusters
  Score: Raw -565125.211509 + Penalty 2825.222898 = -562299.988612
  nChanged 23
		SP:Iteration 147Q (7436.030000 sec): 3 clusters
  Score: Raw -565131.422396 + Penalty 2825.222898 = -562306.199498
  nChanged 13
		SP:Iteration 148Q (7436.050000 sec): 3 clusters
  Score: Raw -565134.805089 + Penalty 2825.222898 = -562309.582191
  nChanged 13
		SP:Iteration 149Q (7436.060000 sec): 3 clusters
  Score: Raw -565139.518827 + Penalty 2825.222898 = -562314.295929
  nChanged 17
		SP:Iteration 150Q (7436.070000 sec): 3 clusters
  Score: Raw -565144.652961 + Penalty 2825.222898 = -562319.430064
  nChanged 16
		SP:Iteration 151Q (7436.080000 sec): 3 clusters
  Score: Raw -565149.191520 + Penalty 2825.222898 = -562323.968622
  nChanged 8
		SP:Iteration 152Q (7436.100000 sec): 3 clusters
  Score: Raw -565150.742794 + Penalty 2825.222898 = -562325.519896
  nChanged 11
		SP:Iteration 153Q (7436.110000 sec): 3 clusters
  Score: Raw -565152.849633 + Penalty 2825.222898 = -562327.626736
  nChanged 9
		SP:Iteration 154Q (7436.120000 sec): 3 clusters
  Score: Raw -565154.309392 + Penalty 2825.222898 = -562329.086495
  nChanged 7
		SP:Iteration 155Q (7436.140000 sec): 3 clusters
  Score: Raw -565155.761225 + Penalty 2825.222898 = -562330.538328
  nChanged 6
		SP:Iteration 156Q (7436.150000 sec): 3 clusters
  Score: Raw -565157.424298 + Penalty 2825.222898 = -562332.201401
  nChanged 9
		SP:Iteration 157Q (7436.160000 sec): 3 clusters
  Score: Raw -565160.158067 + Penalty 2825.222898 = -562334.935169
  nChanged 7
		SP:Iteration 158Q (7436.170000 sec): 3 clusters
  Score: Raw -565162.697657 + Penalty 2825.222898 = -562337.474759
  nChanged 5
		SP:Iteration 159Q (7436.180000 sec): 3 clusters
  Score: Raw -565164.093698 + Penalty 2825.222898 = -562338.870800
  nChanged 3
		SP:Iteration 160F (7436.200000 sec): 3 clusters
  Score: Raw -565164.608755 + Penalty 2825.222898 = -562339.385857
  nChanged 2
		SP:Iteration 161Q (7436.210000 sec): 3 clusters
  Score: Raw -565165.306230 + Penalty 2825.222898 = -562340.083332
  nChanged 3
		SP:Iteration 162Q (7436.220000 sec): 3 clusters
  Score: Raw -565165.685187 + Penalty 2825.222898 = -562340.462290
  nChanged 1
		SP:Iteration 163Q (7436.240000 sec): 3 clusters
  Score: Raw -565165.895880 + Penalty 2825.222898 = -562340.672982
  nChanged 1
		SP:Iteration 164Q (7436.250000 sec): 3 clusters
  Score: Raw -565165.959841 + Penalty 2825.222898 = -562340.736943
  nChanged 0
		SP:Iteration 165F (7436.260000 sec): 3 clusters
  Score: Raw -565165.959841 + Penalty 2825.222898 = -562340.736943
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (12719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7436.300000 sec): 2 clusters
  Score: Raw -1280054.532350 + Penalty 1535.763485 = -1278518.768864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7436.340000 sec): 3 clusters
  Score: Raw -1272661.529620 + Penalty 3071.526971 = -1269590.002649
  nChanged 5600
		SP:Iteration 1F (7436.360000 sec): 3 clusters
  Score: Raw -1275769.661666 + Penalty 3071.526971 = -1272698.134695
  nChanged 781
		SP:Iteration 2F (7436.400000 sec): 3 clusters
  Score: Raw -1276146.679585 + Penalty 3071.526971 = -1273075.152614
  nChanged 708
		SP:Iteration 3F (7436.430000 sec): 3 clusters
  Score: Raw -1276499.849617 + Penalty 3071.526971 = -1273428.322646
  nChanged 700
		SP:Iteration 4F (7436.460000 sec): 3 clusters
  Score: Raw -1276833.809163 + Penalty 3071.526971 = -1273762.282192
  nChanged 638
		SP:Iteration 5F (7436.490000 sec): 3 clusters
  Score: Raw -1277134.063603 + Penalty 3071.526971 = -1274062.536632
  nChanged 562
		SP:Iteration 6Q (7436.520000 sec): 3 clusters
  Score: Raw -1277419.741810 + Penalty 3071.526971 = -1274348.214839
  nChanged 526
		SP:Iteration 7Q (7436.550000 sec): 3 clusters
  Score: Raw -1277658.643208 + Penalty 3071.526971 = -1274587.116237
  nChanged 452
		SP:Iteration 8Q (7436.580000 sec): 3 clusters
  Score: Raw -1277850.787947 + Penalty 3071.526971 = -1274779.260977
  nChanged 401
		SP:Iteration 9Q (7436.610000 sec): 3 clusters
  Score: Raw -1277993.692721 + Penalty 3071.526971 = -1274922.165751
  nChanged 309
		SP:Iteration 10Q (7436.640000 sec): 3 clusters
  Score: Raw -1278101.482496 + Penalty 3071.526971 = -1275029.955525
  nChanged 298
		SP:Iteration 11Q (7436.670000 sec): 3 clusters
  Score: Raw -1278209.676979 + Penalty 3071.526971 = -1275138.150008
  nChanged 288
		SP:Iteration 12Q (7436.700000 sec): 3 clusters
  Score: Raw -1278298.523187 + Penalty 3071.526971 = -1275226.996217
  nChanged 239
		SP:Iteration 13Q (7436.730000 sec): 3 clusters
  Score: Raw -1278375.958605 + Penalty 3071.526971 = -1275304.431634
  nChanged 222
		SP:Iteration 14Q (7436.760000 sec): 3 clusters
  Score: Raw -1278441.764390 + Penalty 3071.526971 = -1275370.237419
  nChanged 203
		SP:Iteration 15Q (7436.790000 sec): 3 clusters
  Score: Raw -1278507.836067 + Penalty 3071.526971 = -1275436.309096
  nChanged 222
		SP:Iteration 16Q (7436.820000 sec): 3 clusters
  Score: Raw -1278569.860971 + Penalty 3071.526971 = -1275498.334001
  nChanged 209
		SP:Iteration 17Q (7436.840000 sec): 3 clusters
  Score: Raw -1278624.522584 + Penalty 3071.526971 = -1275552.995613
  nChanged 200
		SP:Iteration 18Q (7436.880000 sec): 3 clusters
  Score: Raw -1278675.613406 + Penalty 3071.526971 = -1275604.086435
  nChanged 193
		SP:Iteration 19Q (7436.900000 sec): 3 clusters
  Score: Raw -1278725.755639 + Penalty 3071.526971 = -1275654.228669
  nChanged 181
		SP:Iteration 20F (7436.930000 sec): 3 clusters
  Score: Raw -1278774.338247 + Penalty 3071.526971 = -1275702.811276
  nChanged 196
		SP:Iteration 21Q (7436.960000 sec): 3 clusters
  Score: Raw -1278828.783594 + Penalty 3071.526971 = -1275757.256623
  nChanged 222
		SP:Iteration 22Q (7436.990000 sec): 3 clusters
  Score: Raw -1278897.589192 + Penalty 3071.526971 = -1275826.062221
  nChanged 238
		SP:Iteration 23Q (7437.020000 sec): 3 clusters
  Score: Raw -1278972.562102 + Penalty 3071.526971 = -1275901.035131
  nChanged 232
		SP:Iteration 24Q (7437.050000 sec): 3 clusters
  Score: Raw -1279045.840922 + Penalty 3071.526971 = -1275974.313952
  nChanged 251
		SP:Iteration 25Q (7437.080000 sec): 3 clusters
  Score: Raw -1279134.235027 + Penalty 3071.526971 = -1276062.708056
  nChanged 254
		SP:Iteration 26Q (7437.110000 sec): 3 clusters
  Score: Raw -1279232.191132 + Penalty 3071.526971 = -1276160.664161
  nChanged 286
		SP:Iteration 27Q (7437.140000 sec): 3 clusters
  Score: Raw -1279355.289291 + Penalty 3071.526971 = -1276283.762320
  nChanged 276
		SP:Iteration 28Q (7437.160000 sec): 3 clusters
  Score: Raw -1279467.444813 + Penalty 3071.526971 = -1276395.917842
  nChanged 252
		SP:Iteration 29Q (7437.190000 sec): 3 clusters
  Score: Raw -1279572.828553 + Penalty 3071.526971 = -1276501.301582
  nChanged 235
		SP:Iteration 30Q (7437.220000 sec): 3 clusters
  Score: Raw -1279676.677035 + Penalty 3071.526971 = -1276605.150065
  nChanged 186
		SP:Iteration 31Q (7437.240000 sec): 3 clusters
  Score: Raw -1279751.333745 + Penalty 3071.526971 = -1276679.806774
  nChanged 185
		SP:Iteration 32Q (7437.270000 sec): 3 clusters
  Score: Raw -1279827.449022 + Penalty 3071.526971 = -1276755.922051
  nChanged 164
		SP:Iteration 33Q (7437.300000 sec): 3 clusters
  Score: Raw -1279897.951737 + Penalty 3071.526971 = -1276826.424766
  nChanged 137
		SP:Iteration 34Q (7437.320000 sec): 3 clusters
  Score: Raw -1279958.043021 + Penalty 3071.526971 = -1276886.516051
  nChanged 108
		SP:Iteration 35Q (7437.350000 sec): 3 clusters
  Score: Raw -1280006.959607 + Penalty 3071.526971 = -1276935.432636
  nChanged 98
		SP:Iteration 36Q (7437.370000 sec): 3 clusters
  Score: Raw -1280044.260416 + Penalty 3071.526971 = -1276972.733446
  nChanged 78
		SP:Iteration 37Q (7437.400000 sec): 3 clusters
  Score: Raw -1280073.940776 + Penalty 3071.526971 = -1277002.413806
  nChanged 71
		SP:Iteration 38Q (7437.420000 sec): 3 clusters
  Score: Raw -1280101.798735 + Penalty 3071.526971 = -1277030.271764
  nChanged 59
		SP:Iteration 39Q (7437.450000 sec): 3 clusters
  Score: Raw -1280122.634293 + Penalty 3071.526971 = -1277051.107322
  nChanged 51
		SP:Iteration 40F (7437.480000 sec): 3 clusters
  Score: Raw -1280142.441291 + Penalty 3071.526971 = -1277070.914320
  nChanged 45
		SP:Iteration 41Q (7437.500000 sec): 3 clusters
  Score: Raw -1280161.011074 + Penalty 3071.526971 = -1277089.484103
  nChanged 48
		SP:Iteration 42Q (7437.530000 sec): 3 clusters
  Score: Raw -1280178.974344 + Penalty 3071.526971 = -1277107.447373
  nChanged 35
		SP:Iteration 43Q (7437.550000 sec): 3 clusters
  Score: Raw -1280194.399507 + Penalty 3071.526971 = -1277122.872536
  nChanged 36
		SP:Iteration 44Q (7437.580000 sec): 3 clusters
  Score: Raw -1280210.615960 + Penalty 3071.526971 = -1277139.088989
  nChanged 37
		SP:Iteration 45Q (7437.600000 sec): 3 clusters
  Score: Raw -1280229.809796 + Penalty 3071.526971 = -1277158.282825
  nChanged 40
		SP:Iteration 46Q (7437.620000 sec): 3 clusters
  Score: Raw -1280249.316038 + Penalty 3071.526971 = -1277177.789068
  nChanged 32
		SP:Iteration 47Q (7437.640000 sec): 3 clusters
  Score: Raw -1280263.332477 + Penalty 3071.526971 = -1277191.805507
  nChanged 32
		SP:Iteration 48Q (7437.670000 sec): 3 clusters
  Score: Raw -1280278.212678 + Penalty 3071.526971 = -1277206.685707
  nChanged 27
		SP:Iteration 49Q (7437.690000 sec): 3 clusters
  Score: Raw -1280289.793137 + Penalty 3071.526971 = -1277218.266166
  nChanged 22
		SP:Iteration 50Q (7437.720000 sec): 3 clusters
  Score: Raw -1280298.729720 + Penalty 3071.526971 = -1277227.202750
  nChanged 22
		SP:Iteration 51Q (7437.740000 sec): 3 clusters
  Score: Raw -1280308.950627 + Penalty 3071.526971 = -1277237.423657
  nChanged 23
		SP:Iteration 52Q (7437.760000 sec): 3 clusters
  Score: Raw -1280318.105793 + Penalty 3071.526971 = -1277246.578822
  nChanged 16
		SP:Iteration 53Q (7437.780000 sec): 3 clusters
  Score: Raw -1280324.879979 + Penalty 3071.526971 = -1277253.353009
  nChanged 8
		SP:Iteration 54Q (7437.810000 sec): 3 clusters
  Score: Raw -1280329.100506 + Penalty 3071.526971 = -1277257.573535
  nChanged 8
		SP:Iteration 55Q (7437.830000 sec): 3 clusters
  Score: Raw -1280332.528008 + Penalty 3071.526971 = -1277261.001037
  nChanged 8
		SP:Iteration 56Q (7437.850000 sec): 3 clusters
  Score: Raw -1280336.023764 + Penalty 3071.526971 = -1277264.496794
  nChanged 8
		SP:Iteration 57Q (7437.880000 sec): 3 clusters
  Score: Raw -1280339.885436 + Penalty 3071.526971 = -1277268.358466
  nChanged 6
		SP:Iteration 58Q (7437.900000 sec): 3 clusters
  Score: Raw -1280342.697216 + Penalty 3071.526971 = -1277271.170245
  nChanged 9
		SP:Iteration 59Q (7437.920000 sec): 3 clusters
  Score: Raw -1280346.542326 + Penalty 3071.526971 = -1277275.015356
  nChanged 5
		SP:Iteration 60F (7437.950000 sec): 3 clusters
  Score: Raw -1280348.660204 + Penalty 3071.526971 = -1277277.133233
  nChanged 4
		SP:Iteration 61Q (7437.980000 sec): 3 clusters
  Score: Raw -1280350.142457 + Penalty 3071.526971 = -1277278.615487
  nChanged 4
		SP:Iteration 62Q (7438.000000 sec): 3 clusters
  Score: Raw -1280351.445547 + Penalty 3071.526971 = -1277279.918577
  nChanged 3
		SP:Iteration 63Q (7438.020000 sec): 3 clusters
  Score: Raw -1280353.051406 + Penalty 3071.526971 = -1277281.524435
  nChanged 4
		SP:Iteration 64Q (7438.040000 sec): 3 clusters
  Score: Raw -1280354.589516 + Penalty 3071.526971 = -1277283.062545
  nChanged 4
		SP:Iteration 65Q (7438.070000 sec): 3 clusters
  Score: Raw -1280356.177985 + Penalty 3071.526971 = -1277284.651014
  nChanged 1
		SP:Iteration 66Q (7438.090000 sec): 3 clusters
  Score: Raw -1280356.713154 + Penalty 3071.526971 = -1277285.186184
  nChanged 0
		SP:Iteration 67F (7438.120000 sec): 3 clusters
  Score: Raw -1280356.713154 + Penalty 3071.526971 = -1277285.186184
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7438.140000 sec): 2 clusters
  Score: Raw -323666.532919 + Penalty 1322.896000 = -322343.636919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7438.140000 sec): 3 clusters
  Score: Raw -322010.125430 + Penalty 2645.792000 = -319364.333430
  nChanged 1310
		SP:Iteration 1F (7438.150000 sec): 3 clusters
  Score: Raw -322734.842455 + Penalty 2645.792000 = -320089.050455
  nChanged 274
		SP:Iteration 2F (7438.160000 sec): 3 clusters
  Score: Raw -322908.097365 + Penalty 2645.792000 = -320262.305365
  nChanged 195
		SP:Iteration 3F (7438.170000 sec): 3 clusters
  Score: Raw -323033.267750 + Penalty 2645.792000 = -320387.475750
  nChanged 160
		SP:Iteration 4Q (7438.180000 sec): 3 clusters
  Score: Raw -323145.604548 + Penalty 2645.792000 = -320499.812548
  nChanged 171
		SP:Iteration 5Q (7438.180000 sec): 3 clusters
  Score: Raw -323278.088907 + Penalty 2645.792000 = -320632.296907
  nChanged 177
		SP:Iteration 6F (7438.190000 sec): 3 clusters
  Score: Raw -323443.084786 + Penalty 2645.792000 = -320797.292786
  nChanged 195
		SP:Iteration 7F (7438.200000 sec): 3 clusters
  Score: Raw -323624.837422 + Penalty 2645.792000 = -320979.045422
  nChanged 170
		SP:Iteration 8Q (7438.210000 sec): 3 clusters
  Score: Raw -323765.483315 + Penalty 2645.792000 = -321119.691315
  nChanged 121
		SP:Iteration 9Q (7438.220000 sec): 3 clusters
  Score: Raw -323863.826640 + Penalty 2645.792000 = -321218.034640
  nChanged 114
		SP:Iteration 10Q (7438.220000 sec): 3 clusters
  Score: Raw -323945.644475 + Penalty 2645.792000 = -321299.852476
  nChanged 77
		SP:Iteration 11Q (7438.230000 sec): 3 clusters
  Score: Raw -324002.331857 + Penalty 2645.792000 = -321356.539857
  nChanged 62
		SP:Iteration 12Q (7438.240000 sec): 3 clusters
  Score: Raw -324046.604663 + Penalty 2645.792000 = -321400.812663
  nChanged 46
		SP:Iteration 13Q (7438.250000 sec): 3 clusters
  Score: Raw -324081.844275 + Penalty 2645.792000 = -321436.052275
  nChanged 44
		SP:Iteration 14Q (7438.260000 sec): 3 clusters
  Score: Raw -324106.274044 + Penalty 2645.792000 = -321460.482044
  nChanged 42
		SP:Iteration 15Q (7438.260000 sec): 3 clusters
  Score: Raw -324130.223314 + Penalty 2645.792000 = -321484.431314
  nChanged 32
		SP:Iteration 16Q (7438.270000 sec): 3 clusters
  Score: Raw -324147.258054 + Penalty 2645.792000 = -321501.466054
  nChanged 25
		SP:Iteration 17Q (7438.280000 sec): 3 clusters
  Score: Raw -324162.763267 + Penalty 2645.792000 = -321516.971267
  nChanged 27
		SP:Iteration 18Q (7438.290000 sec): 3 clusters
  Score: Raw -324182.832621 + Penalty 2645.792000 = -321537.040621
  nChanged 31
		SP:Iteration 19Q (7438.300000 sec): 3 clusters
  Score: Raw -324215.409050 + Penalty 2645.792000 = -321569.617050
  nChanged 35
		SP:Iteration 20F (7438.300000 sec): 3 clusters
  Score: Raw -324241.031306 + Penalty 2645.792000 = -321595.239306
  nChanged 31
		SP:Iteration 21Q (7438.310000 sec): 3 clusters
  Score: Raw -324266.371568 + Penalty 2645.792000 = -321620.579569
  nChanged 35
		SP:Iteration 22Q (7438.320000 sec): 3 clusters
  Score: Raw -324296.788297 + Penalty 2645.792000 = -321650.996297
  nChanged 29
		SP:Iteration 23Q (7438.320000 sec): 3 clusters
  Score: Raw -324317.126351 + Penalty 2645.792000 = -321671.334352
  nChanged 20
		SP:Iteration 24Q (7438.330000 sec): 3 clusters
  Score: Raw -324326.310933 + Penalty 2645.792000 = -321680.518933
  nChanged 11
		SP:Iteration 25Q (7438.340000 sec): 3 clusters
  Score: Raw -324332.701977 + Penalty 2645.792000 = -321686.909977
  nChanged 12
		SP:Iteration 26Q (7438.340000 sec): 3 clusters
  Score: Raw -324338.769081 + Penalty 2645.792000 = -321692.977081
  nChanged 9
		SP:Iteration 27Q (7438.350000 sec): 3 clusters
  Score: Raw -324343.531925 + Penalty 2645.792000 = -321697.739926
  nChanged 2
		SP:Iteration 28Q (7438.360000 sec): 3 clusters
  Score: Raw -324344.206870 + Penalty 2645.792000 = -321698.414870
  nChanged 2
		SP:Iteration 29Q (7438.360000 sec): 3 clusters
  Score: Raw -324344.746401 + Penalty 2645.792000 = -321698.954401
  nChanged 3
		SP:Iteration 30Q (7438.370000 sec): 3 clusters
  Score: Raw -324346.208666 + Penalty 2645.792000 = -321700.416666
  nChanged 4
		SP:Iteration 31Q (7438.380000 sec): 3 clusters
  Score: Raw -324347.773716 + Penalty 2645.792000 = -321701.981717
  nChanged 5
		SP:Iteration 32Q (7438.380000 sec): 3 clusters
  Score: Raw -324349.070868 + Penalty 2645.792000 = -321703.278869
  nChanged 4
		SP:Iteration 33Q (7438.390000 sec): 3 clusters
  Score: Raw -324350.865397 + Penalty 2645.792000 = -321705.073397
  nChanged 2
		SP:Iteration 34Q (7438.400000 sec): 3 clusters
  Score: Raw -324351.652652 + Penalty 2645.792000 = -321705.860652
  nChanged 1
		SP:Iteration 35Q (7438.400000 sec): 3 clusters
  Score: Raw -324352.181241 + Penalty 2645.792000 = -321706.389241
  nChanged 3
		SP:Iteration 36Q (7438.410000 sec): 3 clusters
  Score: Raw -324352.569855 + Penalty 2645.792000 = -321706.777855
  nChanged 0
		SP:Iteration 37F (7438.420000 sec): 3 clusters
  Score: Raw -324352.569855 + Penalty 2645.792000 = -321706.777855
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (18514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7438.480000 sec): 2 clusters
  Score: Raw -1763445.488394 + Penalty 1596.770903 = -1761848.717491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7438.530000 sec): 3 clusters
  Score: Raw -1752428.574542 + Penalty 3193.541807 = -1749235.032735
  nChanged 8351
		SP:Iteration 1F (7438.570000 sec): 3 clusters
  Score: Raw -1756933.964196 + Penalty 3193.541807 = -1753740.422389
  nChanged 1023
		SP:Iteration 2F (7438.620000 sec): 3 clusters
  Score: Raw -1757350.092317 + Penalty 3193.541807 = -1754156.550510
  nChanged 929
		SP:Iteration 3F (7438.660000 sec): 3 clusters
  Score: Raw -1757752.420395 + Penalty 3193.541807 = -1754558.878589
  nChanged 935
		SP:Iteration 4F (7438.710000 sec): 3 clusters
  Score: Raw -1758193.259130 + Penalty 3193.541807 = -1754999.717323
  nChanged 898
		SP:Iteration 5Q (7438.760000 sec): 3 clusters
  Score: Raw -1758657.358308 + Penalty 3193.541807 = -1755463.816501
  nChanged 938
		SP:Iteration 6F (7438.800000 sec): 3 clusters
  Score: Raw -1759191.520668 + Penalty 3193.541807 = -1755997.978861
  nChanged 949
		SP:Iteration 7F (7438.840000 sec): 3 clusters
  Score: Raw -1759858.615206 + Penalty 3193.541807 = -1756665.073400
  nChanged 1039
		SP:Iteration 8F (7438.890000 sec): 3 clusters
  Score: Raw -1760594.079263 + Penalty 3193.541807 = -1757400.537456
  nChanged 1008
		SP:Iteration 9F (7438.940000 sec): 3 clusters
  Score: Raw -1761361.631189 + Penalty 3193.541807 = -1758168.089383
  nChanged 960
		SP:Iteration 10F (7438.980000 sec): 3 clusters
  Score: Raw -1761985.895177 + Penalty 3193.541807 = -1758792.353370
  nChanged 748
		SP:Iteration 11Q (7439.020000 sec): 3 clusters
  Score: Raw -1762374.394602 + Penalty 3193.541807 = -1759180.852795
  nChanged 553
		SP:Iteration 12Q (7439.070000 sec): 3 clusters
  Score: Raw -1762587.349050 + Penalty 3193.541807 = -1759393.807244
  nChanged 372
		SP:Iteration 13Q (7439.110000 sec): 3 clusters
  Score: Raw -1762686.028510 + Penalty 3193.541807 = -1759492.486704
  nChanged 245
		SP:Iteration 14Q (7439.160000 sec): 3 clusters
  Score: Raw -1762743.673186 + Penalty 3193.541807 = -1759550.131379
  nChanged 175
		SP:Iteration 15Q (7439.200000 sec): 3 clusters
  Score: Raw -1762776.331471 + Penalty 3193.541807 = -1759582.789664
  nChanged 127
		SP:Iteration 16Q (7439.240000 sec): 3 clusters
  Score: Raw -1762795.998841 + Penalty 3193.541807 = -1759602.457034
  nChanged 112
		SP:Iteration 17Q (7439.280000 sec): 3 clusters
  Score: Raw -1762810.104520 + Penalty 3193.541807 = -1759616.562713
  nChanged 87
		SP:Iteration 18Q (7439.330000 sec): 3 clusters
  Score: Raw -1762823.927621 + Penalty 3193.541807 = -1759630.385814
  nChanged 90
		SP:Iteration 19Q (7439.370000 sec): 3 clusters
  Score: Raw -1762837.975918 + Penalty 3193.541807 = -1759644.434112
  nChanged 77
		SP:Iteration 20F (7439.420000 sec): 3 clusters
  Score: Raw -1762849.148956 + Penalty 3193.541807 = -1759655.607149
  nChanged 80
		SP:Iteration 21Q (7439.460000 sec): 3 clusters
  Score: Raw -1762862.295099 + Penalty 3193.541807 = -1759668.753292
  nChanged 66
		SP:Iteration 22Q (7439.500000 sec): 3 clusters
  Score: Raw -1762870.701044 + Penalty 3193.541807 = -1759677.159238
  nChanged 65
		SP:Iteration 23Q (7439.540000 sec): 3 clusters
  Score: Raw -1762880.735922 + Penalty 3193.541807 = -1759687.194116
  nChanged 89
		SP:Iteration 24Q (7439.590000 sec): 3 clusters
  Score: Raw -1762894.816092 + Penalty 3193.541807 = -1759701.274286
  nChanged 88
		SP:Iteration 25Q (7439.630000 sec): 3 clusters
  Score: Raw -1762909.170589 + Penalty 3193.541807 = -1759715.628782
  nChanged 93
		SP:Iteration 26Q (7439.680000 sec): 3 clusters
  Score: Raw -1762924.154126 + Penalty 3193.541807 = -1759730.612320
  nChanged 101
		SP:Iteration 27Q (7439.720000 sec): 3 clusters
  Score: Raw -1762942.051009 + Penalty 3193.541807 = -1759748.509203
  nChanged 112
		SP:Iteration 28Q (7439.760000 sec): 3 clusters
  Score: Raw -1762963.826568 + Penalty 3193.541807 = -1759770.284762
  nChanged 115
		SP:Iteration 29Q (7439.800000 sec): 3 clusters
  Score: Raw -1762984.495323 + Penalty 3193.541807 = -1759790.953516
  nChanged 137
		SP:Iteration 30Q (7439.850000 sec): 3 clusters
  Score: Raw -1763010.867053 + Penalty 3193.541807 = -1759817.325246
  nChanged 134
		SP:Iteration 31Q (7439.890000 sec): 3 clusters
  Score: Raw -1763042.605077 + Penalty 3193.541807 = -1759849.063270
  nChanged 154
		SP:Iteration 32Q (7439.930000 sec): 3 clusters
  Score: Raw -1763078.759111 + Penalty 3193.541807 = -1759885.217305
  nChanged 159
		SP:Iteration 33Q (7439.970000 sec): 3 clusters
  Score: Raw -1763116.293779 + Penalty 3193.541807 = -1759922.751972
  nChanged 150
		SP:Iteration 34Q (7440.020000 sec): 3 clusters
  Score: Raw -1763153.866489 + Penalty 3193.541807 = -1759960.324683
  nChanged 166
		SP:Iteration 35Q (7440.060000 sec): 3 clusters
  Score: Raw -1763195.755004 + Penalty 3193.541807 = -1760002.213197
  nChanged 172
		SP:Iteration 36Q (7440.100000 sec): 3 clusters
  Score: Raw -1763245.418489 + Penalty 3193.541807 = -1760051.876682
  nChanged 183
		SP:Iteration 37Q (7440.140000 sec): 3 clusters
  Score: Raw -1763301.307885 + Penalty 3193.541807 = -1760107.766079
  nChanged 195
		SP:Iteration 38Q (7440.180000 sec): 3 clusters
  Score: Raw -1763362.438875 + Penalty 3193.541807 = -1760168.897069
  nChanged 196
		SP:Iteration 39Q (7440.220000 sec): 3 clusters
  Score: Raw -1763420.568425 + Penalty 3193.541807 = -1760227.026618
  nChanged 164
		SP:Iteration 40F (7440.270000 sec): 3 clusters
  Score: Raw -1763471.061679 + Penalty 3193.541807 = -1760277.519873
  nChanged 137
		SP:Iteration 41Q (7440.310000 sec): 3 clusters
  Score: Raw -1763514.006617 + Penalty 3193.541807 = -1760320.464810
  nChanged 134
		SP:Iteration 42Q (7440.350000 sec): 3 clusters
  Score: Raw -1763557.332675 + Penalty 3193.541807 = -1760363.790868
  nChanged 125
		SP:Iteration 43Q (7440.380000 sec): 3 clusters
  Score: Raw -1763593.938269 + Penalty 3193.541807 = -1760400.396462
  nChanged 112
		SP:Iteration 44Q (7440.420000 sec): 3 clusters
  Score: Raw -1763635.012989 + Penalty 3193.541807 = -1760441.471182
  nChanged 136
		SP:Iteration 45Q (7440.460000 sec): 3 clusters
  Score: Raw -1763680.614233 + Penalty 3193.541807 = -1760487.072427
  nChanged 137
		SP:Iteration 46Q (7440.500000 sec): 3 clusters
  Score: Raw -1763733.438817 + Penalty 3193.541807 = -1760539.897010
  nChanged 128
		SP:Iteration 47Q (7440.540000 sec): 3 clusters
  Score: Raw -1763782.201850 + Penalty 3193.541807 = -1760588.660043
  nChanged 109
		SP:Iteration 48Q (7440.580000 sec): 3 clusters
  Score: Raw -1763817.603857 + Penalty 3193.541807 = -1760624.062050
  nChanged 83
		SP:Iteration 49Q (7440.620000 sec): 3 clusters
  Score: Raw -1763840.694954 + Penalty 3193.541807 = -1760647.153147
  nChanged 70
		SP:Iteration 50Q (7440.660000 sec): 3 clusters
  Score: Raw -1763861.040003 + Penalty 3193.541807 = -1760667.498196
  nChanged 60
		SP:Iteration 51Q (7440.690000 sec): 3 clusters
  Score: Raw -1763878.339854 + Penalty 3193.541807 = -1760684.798047
  nChanged 60
		SP:Iteration 52Q (7440.730000 sec): 3 clusters
  Score: Raw -1763893.942536 + Penalty 3193.541807 = -1760700.400730
  nChanged 45
		SP:Iteration 53Q (7440.770000 sec): 3 clusters
  Score: Raw -1763905.399798 + Penalty 3193.541807 = -1760711.857991
  nChanged 36
		SP:Iteration 54Q (7440.800000 sec): 3 clusters
  Score: Raw -1763913.652377 + Penalty 3193.541807 = -1760720.110570
  nChanged 20
		SP:Iteration 55Q (7440.840000 sec): 3 clusters
  Score: Raw -1763919.211485 + Penalty 3193.541807 = -1760725.669678
  nChanged 22
		SP:Iteration 56Q (7440.880000 sec): 3 clusters
  Score: Raw -1763925.633663 + Penalty 3193.541807 = -1760732.091856
  nChanged 29
		SP:Iteration 57Q (7440.920000 sec): 3 clusters
  Score: Raw -1763931.913051 + Penalty 3193.541807 = -1760738.371244
  nChanged 22
		SP:Iteration 58Q (7440.960000 sec): 3 clusters
  Score: Raw -1763936.809891 + Penalty 3193.541807 = -1760743.268084
  nChanged 14
		SP:Iteration 59Q (7441.000000 sec): 3 clusters
  Score: Raw -1763939.412026 + Penalty 3193.541807 = -1760745.870219
  nChanged 11
		SP:Iteration 60F (7441.040000 sec): 3 clusters
  Score: Raw -1763942.648971 + Penalty 3193.541807 = -1760749.107165
  nChanged 13
		SP:Iteration 61Q (7441.080000 sec): 3 clusters
  Score: Raw -1763946.189384 + Penalty 3193.541807 = -1760752.647577
  nChanged 13
		SP:Iteration 62Q (7441.120000 sec): 3 clusters
  Score: Raw -1763949.062303 + Penalty 3193.541807 = -1760755.520496
  nChanged 9
		SP:Iteration 63Q (7441.160000 sec): 3 clusters
  Score: Raw -1763950.607448 + Penalty 3193.541807 = -1760757.065642
  nChanged 6
		SP:Iteration 64Q (7441.190000 sec): 3 clusters
  Score: Raw -1763951.659596 + Penalty 3193.541807 = -1760758.117790
  nChanged 1
		SP:Iteration 65Q (7441.230000 sec): 3 clusters
  Score: Raw -1763951.785598 + Penalty 3193.541807 = -1760758.243791
  nChanged 1
		SP:Iteration 66Q (7441.260000 sec): 3 clusters
  Score: Raw -1763952.049672 + Penalty 3193.541807 = -1760758.507865
  nChanged 1
		SP:Iteration 67Q (7441.300000 sec): 3 clusters
  Score: Raw -1763952.251866 + Penalty 3193.541807 = -1760758.710059
  nChanged 0
		SP:Iteration 68F (7441.350000 sec): 3 clusters
  Score: Raw -1763952.251866 + Penalty 3193.541807 = -1760758.710059
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7441.380000 sec): 2 clusters
  Score: Raw -1221359.426090 + Penalty 1524.469077 = -1219834.957012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7441.410000 sec): 3 clusters
  Score: Raw -1214584.038482 + Penalty 3048.938155 = -1211535.100327
  nChanged 5193
		SP:Iteration 1F (7441.440000 sec): 3 clusters
  Score: Raw -1217416.197993 + Penalty 3048.938155 = -1214367.259838
  nChanged 652
		SP:Iteration 2F (7441.470000 sec): 3 clusters
  Score: Raw -1217654.982672 + Penalty 3048.938155 = -1214606.044517
  nChanged 528
		SP:Iteration 3Q (7441.500000 sec): 3 clusters
  Score: Raw -1217878.726951 + Penalty 3048.938155 = -1214829.788796
  nChanged 573
		SP:Iteration 4Q (7441.520000 sec): 3 clusters
  Score: Raw -1218162.778427 + Penalty 3048.938155 = -1215113.840272
  nChanged 619
		SP:Iteration 5F (7441.560000 sec): 3 clusters
  Score: Raw -1218530.457511 + Penalty 3048.938155 = -1215481.519356
  nChanged 746
		SP:Iteration 6F (7441.580000 sec): 3 clusters
  Score: Raw -1219064.358023 + Penalty 3048.938155 = -1216015.419868
  nChanged 799
		SP:Iteration 7F (7441.610000 sec): 3 clusters
  Score: Raw -1219713.655693 + Penalty 3048.938155 = -1216664.717538
  nChanged 742
		SP:Iteration 8F (7441.640000 sec): 3 clusters
  Score: Raw -1220377.207820 + Penalty 3048.938155 = -1217328.269665
  nChanged 608
		SP:Iteration 9F (7441.670000 sec): 3 clusters
  Score: Raw -1220945.558204 + Penalty 3048.938155 = -1217896.620049
  nChanged 413
		SP:Iteration 10Q (7441.700000 sec): 3 clusters
  Score: Raw -1221340.216306 + Penalty 3048.938155 = -1218291.278151
  nChanged 250
		SP:Iteration 11Q (7441.720000 sec): 3 clusters
  Score: Raw -1221561.218317 + Penalty 3048.938155 = -1218512.280162
  nChanged 169
		SP:Iteration 12Q (7441.750000 sec): 3 clusters
  Score: Raw -1221694.745570 + Penalty 3048.938155 = -1218645.807415
  nChanged 108
		SP:Iteration 13Q (7441.770000 sec): 3 clusters
  Score: Raw -1221785.126256 + Penalty 3048.938155 = -1218736.188102
  nChanged 97
		SP:Iteration 14Q (7441.800000 sec): 3 clusters
  Score: Raw -1221859.205073 + Penalty 3048.938155 = -1218810.266918
  nChanged 65
		SP:Iteration 15Q (7441.820000 sec): 3 clusters
  Score: Raw -1221914.527427 + Penalty 3048.938155 = -1218865.589273
  nChanged 59
		SP:Iteration 16Q (7441.840000 sec): 3 clusters
  Score: Raw -1221965.892808 + Penalty 3048.938155 = -1218916.954653
  nChanged 63
		SP:Iteration 17Q (7441.860000 sec): 3 clusters
  Score: Raw -1222005.892384 + Penalty 3048.938155 = -1218956.954229
  nChanged 48
		SP:Iteration 18Q (7441.880000 sec): 3 clusters
  Score: Raw -1222034.920126 + Penalty 3048.938155 = -1218985.981971
  nChanged 53
		SP:Iteration 19Q (7441.910000 sec): 3 clusters
  Score: Raw -1222064.447861 + Penalty 3048.938155 = -1219015.509706
  nChanged 41
		SP:Iteration 20F (7441.940000 sec): 3 clusters
  Score: Raw -1222082.900810 + Penalty 3048.938155 = -1219033.962655
  nChanged 37
		SP:Iteration 21Q (7441.960000 sec): 3 clusters
  Score: Raw -1222101.559733 + Penalty 3048.938155 = -1219052.621578
  nChanged 35
		SP:Iteration 22Q (7441.980000 sec): 3 clusters
  Score: Raw -1222114.717803 + Penalty 3048.938155 = -1219065.779648
  nChanged 20
		SP:Iteration 23Q (7442.000000 sec): 3 clusters
  Score: Raw -1222121.578111 + Penalty 3048.938155 = -1219072.639956
  nChanged 10
		SP:Iteration 24Q (7442.020000 sec): 3 clusters
  Score: Raw -1222125.254812 + Penalty 3048.938155 = -1219076.316657
  nChanged 7
		SP:Iteration 25Q (7442.040000 sec): 3 clusters
  Score: Raw -1222126.754974 + Penalty 3048.938155 = -1219077.816819
  nChanged 9
		SP:Iteration 26Q (7442.060000 sec): 3 clusters
  Score: Raw -1222129.875321 + Penalty 3048.938155 = -1219080.937166
  nChanged 10
		SP:Iteration 27Q (7442.090000 sec): 3 clusters
  Score: Raw -1222133.463791 + Penalty 3048.938155 = -1219084.525636
  nChanged 13
		SP:Iteration 28Q (7442.110000 sec): 3 clusters
  Score: Raw -1222139.545716 + Penalty 3048.938155 = -1219090.607561
  nChanged 18
		SP:Iteration 29Q (7442.130000 sec): 3 clusters
  Score: Raw -1222146.192473 + Penalty 3048.938155 = -1219097.254318
  nChanged 13
		SP:Iteration 30Q (7442.150000 sec): 3 clusters
  Score: Raw -1222151.541198 + Penalty 3048.938155 = -1219102.603043
  nChanged 13
		SP:Iteration 31Q (7442.170000 sec): 3 clusters
  Score: Raw -1222157.001675 + Penalty 3048.938155 = -1219108.063520
  nChanged 10
		SP:Iteration 32Q (7442.190000 sec): 3 clusters
  Score: Raw -1222160.183841 + Penalty 3048.938155 = -1219111.245686
  nChanged 9
		SP:Iteration 33Q (7442.210000 sec): 3 clusters
  Score: Raw -1222162.477316 + Penalty 3048.938155 = -1219113.539161
  nChanged 7
		SP:Iteration 34Q (7442.240000 sec): 3 clusters
  Score: Raw -1222164.719078 + Penalty 3048.938155 = -1219115.780923
  nChanged 12
		SP:Iteration 35Q (7442.260000 sec): 3 clusters
  Score: Raw -1222168.569415 + Penalty 3048.938155 = -1219119.631260
  nChanged 10
		SP:Iteration 36Q (7442.280000 sec): 3 clusters
  Score: Raw -1222170.884163 + Penalty 3048.938155 = -1219121.946008
  nChanged 15
		SP:Iteration 37Q (7442.300000 sec): 3 clusters
  Score: Raw -1222175.135199 + Penalty 3048.938155 = -1219126.197044
  nChanged 6
		SP:Iteration 38Q (7442.320000 sec): 3 clusters
  Score: Raw -1222176.537086 + Penalty 3048.938155 = -1219127.598931
  nChanged 6
		SP:Iteration 39Q (7442.340000 sec): 3 clusters
  Score: Raw -1222177.944914 + Penalty 3048.938155 = -1219129.006759
  nChanged 10
		SP:Iteration 40F (7442.360000 sec): 3 clusters
  Score: Raw -1222180.697125 + Penalty 3048.938155 = -1219131.758970
  nChanged 10
		SP:Iteration 41Q (7442.380000 sec): 3 clusters
  Score: Raw -1222184.147002 + Penalty 3048.938155 = -1219135.208847
  nChanged 13
		SP:Iteration 42Q (7442.410000 sec): 3 clusters
  Score: Raw -1222187.887748 + Penalty 3048.938155 = -1219138.949593
  nChanged 13
		SP:Iteration 43Q (7442.430000 sec): 3 clusters
  Score: Raw -1222191.895365 + Penalty 3048.938155 = -1219142.957210
  nChanged 15
		SP:Iteration 44Q (7442.450000 sec): 3 clusters
  Score: Raw -1222195.699737 + Penalty 3048.938155 = -1219146.761582
  nChanged 12
		SP:Iteration 45Q (7442.470000 sec): 3 clusters
  Score: Raw -1222198.322177 + Penalty 3048.938155 = -1219149.384022
  nChanged 12
		SP:Iteration 46Q (7442.500000 sec): 3 clusters
  Score: Raw -1222200.671981 + Penalty 3048.938155 = -1219151.733826
  nChanged 6
		SP:Iteration 47Q (7442.520000 sec): 3 clusters
  Score: Raw -1222201.539526 + Penalty 3048.938155 = -1219152.601371
  nChanged 3
		SP:Iteration 48Q (7442.540000 sec): 3 clusters
  Score: Raw -1222202.191639 + Penalty 3048.938155 = -1219153.253484
  nChanged 3
		SP:Iteration 49Q (7442.560000 sec): 3 clusters
  Score: Raw -1222202.935984 + Penalty 3048.938155 = -1219153.997829
  nChanged 3
		SP:Iteration 50Q (7442.580000 sec): 3 clusters
  Score: Raw -1222203.761128 + Penalty 3048.938155 = -1219154.822973
  nChanged 4
		SP:Iteration 51Q (7442.600000 sec): 3 clusters
  Score: Raw -1222204.459027 + Penalty 3048.938155 = -1219155.520872
  nChanged 4
		SP:Iteration 52Q (7442.620000 sec): 3 clusters
  Score: Raw -1222205.553668 + Penalty 3048.938155 = -1219156.615514
  nChanged 5
		SP:Iteration 53Q (7442.640000 sec): 3 clusters
  Score: Raw -1222206.896289 + Penalty 3048.938155 = -1219157.958134
  nChanged 5
		SP:Iteration 54Q (7442.660000 sec): 3 clusters
  Score: Raw -1222208.111141 + Penalty 3048.938155 = -1219159.172986
  nChanged 4
		SP:Iteration 55Q (7442.690000 sec): 3 clusters
  Score: Raw -1222208.942427 + Penalty 3048.938155 = -1219160.004273
  nChanged 5
		SP:Iteration 56Q (7442.710000 sec): 3 clusters
  Score: Raw -1222209.770215 + Penalty 3048.938155 = -1219160.832060
  nChanged 2
		SP:Iteration 57Q (7442.730000 sec): 3 clusters
  Score: Raw -1222209.908733 + Penalty 3048.938155 = -1219160.970579
  nChanged 0
		SP:Iteration 58F (7442.760000 sec): 3 clusters
  Score: Raw -1222209.908733 + Penalty 3048.938155 = -1219160.970579
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7442.770000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7442.780000 sec): 3 clusters
  Score: Raw -146968.634302 + Penalty 2377.662139 = -144590.972163
  nChanged 488
		SP:Iteration 1F (7442.780000 sec): 3 clusters
  Score: Raw -147302.857226 + Penalty 2377.662139 = -144925.195087
  nChanged 118
		SP:Iteration 2F (7442.780000 sec): 3 clusters
  Score: Raw -147394.340099 + Penalty 2377.662139 = -145016.677960
  nChanged 75
		SP:Iteration 3Q (7442.780000 sec): 3 clusters
  Score: Raw -147458.601656 + Penalty 2377.662139 = -145080.939517
  nChanged 50
		SP:Iteration 4Q (7442.790000 sec): 3 clusters
  Score: Raw -147496.913363 + Penalty 2377.662139 = -145119.251224
  nChanged 40
		SP:Iteration 5Q (7442.790000 sec): 3 clusters
  Score: Raw -147528.588909 + Penalty 2377.662139 = -145150.926770
  nChanged 26
		SP:Iteration 6Q (7442.800000 sec): 3 clusters
  Score: Raw -147551.203404 + Penalty 2377.662139 = -145173.541265
  nChanged 25
		SP:Iteration 7Q (7442.800000 sec): 3 clusters
  Score: Raw -147571.351230 + Penalty 2377.662139 = -145193.689091
  nChanged 28
		SP:Iteration 8Q (7442.800000 sec): 3 clusters
  Score: Raw -147589.065541 + Penalty 2377.662139 = -145211.403402
  nChanged 20
		SP:Iteration 9Q (7442.810000 sec): 3 clusters
  Score: Raw -147603.300163 + Penalty 2377.662139 = -145225.638024
  nChanged 19
		SP:Iteration 10Q (7442.810000 sec): 3 clusters
  Score: Raw -147617.703995 + Penalty 2377.662139 = -145240.041856
  nChanged 22
		SP:Iteration 11Q (7442.810000 sec): 3 clusters
  Score: Raw -147634.074133 + Penalty 2377.662139 = -145256.411994
  nChanged 17
		SP:Iteration 12Q (7442.820000 sec): 3 clusters
  Score: Raw -147644.328399 + Penalty 2377.662139 = -145266.666260
  nChanged 10
		SP:Iteration 13Q (7442.820000 sec): 3 clusters
  Score: Raw -147651.462830 + Penalty 2377.662139 = -145273.800691
  nChanged 9
		SP:Iteration 14Q (7442.820000 sec): 3 clusters
  Score: Raw -147655.109020 + Penalty 2377.662139 = -145277.446881
  nChanged 7
		SP:Iteration 15Q (7442.830000 sec): 3 clusters
  Score: Raw -147658.881054 + Penalty 2377.662139 = -145281.218915
  nChanged 9
		SP:Iteration 16Q (7442.830000 sec): 3 clusters
  Score: Raw -147667.013197 + Penalty 2377.662139 = -145289.351058
  nChanged 17
		SP:Iteration 17Q (7442.840000 sec): 3 clusters
  Score: Raw -147683.567103 + Penalty 2377.662139 = -145305.904964
  nChanged 15
		SP:Iteration 18Q (7442.840000 sec): 3 clusters
  Score: Raw -147695.532619 + Penalty 2377.662139 = -145317.870480
  nChanged 8
		SP:Iteration 19Q (7442.840000 sec): 3 clusters
  Score: Raw -147700.817040 + Penalty 2377.662139 = -145323.154901
  nChanged 3
		SP:Iteration 20F (7442.840000 sec): 3 clusters
  Score: Raw -147702.892996 + Penalty 2377.662139 = -145325.230857
  nChanged 2
		SP:Iteration 21Q (7442.850000 sec): 3 clusters
  Score: Raw -147707.677092 + Penalty 2377.662139 = -145330.014953
  nChanged 2
		SP:Iteration 22Q (7442.850000 sec): 3 clusters
  Score: Raw -147708.731985 + Penalty 2377.662139 = -145331.069846
  nChanged 0
		SP:Iteration 23F (7442.860000 sec): 3 clusters
  Score: Raw -147708.731985 + Penalty 2377.662139 = -145331.069846
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7442.860000 sec): 2 clusters
  Score: Raw -223701.572575 + Penalty 1272.831221 = -222428.741354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7442.870000 sec): 3 clusters
  Score: Raw -222620.863713 + Penalty 2545.662443 = -220075.201270
  nChanged 969
		SP:Iteration 1F (7442.880000 sec): 3 clusters
  Score: Raw -223664.780730 + Penalty 2545.662443 = -221119.118287
  nChanged 302
		SP:Iteration 2F (7442.880000 sec): 3 clusters
  Score: Raw -224136.000360 + Penalty 2545.662443 = -221590.337917
  nChanged 220
		SP:Iteration 3F (7442.890000 sec): 3 clusters
  Score: Raw -224373.881611 + Penalty 2545.662443 = -221828.219168
  nChanged 123
		SP:Iteration 4Q (7442.900000 sec): 3 clusters
  Score: Raw -224518.690355 + Penalty 2545.662443 = -221973.027912
  nChanged 93
		SP:Iteration 5Q (7442.900000 sec): 3 clusters
  Score: Raw -224630.997950 + Penalty 2545.662443 = -222085.335507
  nChanged 68
		SP:Iteration 6Q (7442.910000 sec): 3 clusters
  Score: Raw -224690.145304 + Penalty 2545.662443 = -222144.482861
  nChanged 37
		SP:Iteration 7Q (7442.910000 sec): 3 clusters
  Score: Raw -224722.367593 + Penalty 2545.662443 = -222176.705150
  nChanged 36
		SP:Iteration 8Q (7442.920000 sec): 3 clusters
  Score: Raw -224750.504194 + Penalty 2545.662443 = -222204.841752
  nChanged 22
		SP:Iteration 9Q (7442.920000 sec): 3 clusters
  Score: Raw -224768.752865 + Penalty 2545.662443 = -222223.090422
  nChanged 17
		SP:Iteration 10Q (7442.930000 sec): 3 clusters
  Score: Raw -224778.626204 + Penalty 2545.662443 = -222232.963761
  nChanged 8
		SP:Iteration 11Q (7442.930000 sec): 3 clusters
  Score: Raw -224783.456080 + Penalty 2545.662443 = -222237.793637
  nChanged 8
		SP:Iteration 12Q (7442.940000 sec): 3 clusters
  Score: Raw -224789.571753 + Penalty 2545.662443 = -222243.909311
  nChanged 7
		SP:Iteration 13Q (7442.940000 sec): 3 clusters
  Score: Raw -224795.801353 + Penalty 2545.662443 = -222250.138910
  nChanged 7
		SP:Iteration 14Q (7442.950000 sec): 3 clusters
  Score: Raw -224799.637382 + Penalty 2545.662443 = -222253.974939
  nChanged 4
		SP:Iteration 15Q (7442.960000 sec): 3 clusters
  Score: Raw -224803.399465 + Penalty 2545.662443 = -222257.737022
  nChanged 5
		SP:Iteration 16Q (7442.960000 sec): 3 clusters
  Score: Raw -224806.092904 + Penalty 2545.662443 = -222260.430461
  nChanged 5
		SP:Iteration 17Q (7442.960000 sec): 3 clusters
  Score: Raw -224809.616927 + Penalty 2545.662443 = -222263.954484
  nChanged 7
		SP:Iteration 18Q (7442.970000 sec): 3 clusters
  Score: Raw -224815.179678 + Penalty 2545.662443 = -222269.517236
  nChanged 7
		SP:Iteration 19Q (7442.980000 sec): 3 clusters
  Score: Raw -224819.695680 + Penalty 2545.662443 = -222274.033237
  nChanged 6
		SP:Iteration 20F (7442.980000 sec): 3 clusters
  Score: Raw -224824.441579 + Penalty 2545.662443 = -222278.779137
  nChanged 7
		SP:Iteration 21Q (7442.990000 sec): 3 clusters
  Score: Raw -224830.431626 + Penalty 2545.662443 = -222284.769183
  nChanged 5
		SP:Iteration 22Q (7442.990000 sec): 3 clusters
  Score: Raw -224836.199939 + Penalty 2545.662443 = -222290.537497
  nChanged 10
		SP:Iteration 23Q (7443.000000 sec): 3 clusters
  Score: Raw -224843.317663 + Penalty 2545.662443 = -222297.655221
  nChanged 9
		SP:Iteration 24Q (7443.000000 sec): 3 clusters
  Score: Raw -224849.399821 + Penalty 2545.662443 = -222303.737378
  nChanged 8
		SP:Iteration 25Q (7443.010000 sec): 3 clusters
  Score: Raw -224852.417755 + Penalty 2545.662443 = -222306.755312
  nChanged 4
		SP:Iteration 26Q (7443.020000 sec): 3 clusters
  Score: Raw -224855.934408 + Penalty 2545.662443 = -222310.271965
  nChanged 4
		SP:Iteration 27Q (7443.020000 sec): 3 clusters
  Score: Raw -224859.914528 + Penalty 2545.662443 = -222314.252085
  nChanged 5
		SP:Iteration 28Q (7443.030000 sec): 3 clusters
  Score: Raw -224863.467688 + Penalty 2545.662443 = -222317.805245
  nChanged 7
		SP:Iteration 29Q (7443.030000 sec): 3 clusters
  Score: Raw -224870.267453 + Penalty 2545.662443 = -222324.605010
  nChanged 7
		SP:Iteration 30Q (7443.040000 sec): 3 clusters
  Score: Raw -224877.865919 + Penalty 2545.662443 = -222332.203476
  nChanged 7
		SP:Iteration 31Q (7443.040000 sec): 3 clusters
  Score: Raw -224884.223306 + Penalty 2545.662443 = -222338.560863
  nChanged 5
		SP:Iteration 32Q (7443.050000 sec): 3 clusters
  Score: Raw -224889.703166 + Penalty 2545.662443 = -222344.040723
  nChanged 8
		SP:Iteration 33Q (7443.050000 sec): 3 clusters
  Score: Raw -224897.294201 + Penalty 2545.662443 = -222351.631758
  nChanged 8
		SP:Iteration 34Q (7443.060000 sec): 3 clusters
  Score: Raw -224907.569913 + Penalty 2545.662443 = -222361.907471
  nChanged 12
		SP:Iteration 35Q (7443.060000 sec): 3 clusters
  Score: Raw -224916.124016 + Penalty 2545.662443 = -222370.461573
  nChanged 8
		SP:Iteration 36Q (7443.070000 sec): 3 clusters
  Score: Raw -224921.869096 + Penalty 2545.662443 = -222376.206653
  nChanged 7
		SP:Iteration 37Q (7443.080000 sec): 3 clusters
  Score: Raw -224925.321173 + Penalty 2545.662443 = -222379.658730
  nChanged 6
		SP:Iteration 38Q (7443.080000 sec): 3 clusters
  Score: Raw -224927.774675 + Penalty 2545.662443 = -222382.112232
  nChanged 1
		SP:Iteration 39Q (7443.080000 sec): 3 clusters
  Score: Raw -224928.626808 + Penalty 2545.662443 = -222382.964365
  nChanged 0
		SP:Iteration 40F (7443.090000 sec): 3 clusters
  Score: Raw -224928.626808 + Penalty 2545.662443 = -222382.964365
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7443.110000 sec): 2 clusters
  Score: Raw -636382.588258 + Penalty 1426.302653 = -634956.285604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7443.130000 sec): 3 clusters
  Score: Raw -632827.833843 + Penalty 2852.605306 = -629975.228536
  nChanged 2750
		SP:Iteration 1F (7443.140000 sec): 3 clusters
  Score: Raw -634330.774911 + Penalty 2852.605306 = -631478.169604
  nChanged 429
		SP:Iteration 2F (7443.160000 sec): 3 clusters
  Score: Raw -634537.423199 + Penalty 2852.605306 = -631684.817892
  nChanged 341
		SP:Iteration 3F (7443.180000 sec): 3 clusters
  Score: Raw -634686.811956 + Penalty 2852.605306 = -631834.206650
  nChanged 271
		SP:Iteration 4Q (7443.190000 sec): 3 clusters
  Score: Raw -634806.567588 + Penalty 2852.605306 = -631953.962282
  nChanged 273
		SP:Iteration 5Q (7443.200000 sec): 3 clusters
  Score: Raw -634924.113983 + Penalty 2852.605306 = -632071.508676
  nChanged 253
		SP:Iteration 6Q (7443.220000 sec): 3 clusters
  Score: Raw -635043.336475 + Penalty 2852.605306 = -632190.731168
  nChanged 228
		SP:Iteration 7Q (7443.240000 sec): 3 clusters
  Score: Raw -635155.730573 + Penalty 2852.605306 = -632303.125267
  nChanged 243
		SP:Iteration 8Q (7443.250000 sec): 3 clusters
  Score: Raw -635282.238080 + Penalty 2852.605306 = -632429.632773
  nChanged 259
		SP:Iteration 9Q (7443.260000 sec): 3 clusters
  Score: Raw -635449.306735 + Penalty 2852.605306 = -632596.701428
  nChanged 289
		SP:Iteration 10Q (7443.280000 sec): 3 clusters
  Score: Raw -635640.093405 + Penalty 2852.605306 = -632787.488098
  nChanged 268
		SP:Iteration 11Q (7443.300000 sec): 3 clusters
  Score: Raw -635834.504938 + Penalty 2852.605306 = -632981.899632
  nChanged 252
		SP:Iteration 12Q (7443.310000 sec): 3 clusters
  Score: Raw -636014.232377 + Penalty 2852.605306 = -633161.627071
  nChanged 197
		SP:Iteration 13Q (7443.330000 sec): 3 clusters
  Score: Raw -636150.160509 + Penalty 2852.605306 = -633297.555203
  nChanged 148
		SP:Iteration 14Q (7443.350000 sec): 3 clusters
  Score: Raw -636248.117376 + Penalty 2852.605306 = -633395.512069
  nChanged 96
		SP:Iteration 15Q (7443.360000 sec): 3 clusters
  Score: Raw -636312.052998 + Penalty 2852.605306 = -633459.447691
  nChanged 73
		SP:Iteration 16Q (7443.380000 sec): 3 clusters
  Score: Raw -636363.321908 + Penalty 2852.605306 = -633510.716601
  nChanged 48
		SP:Iteration 17Q (7443.390000 sec): 3 clusters
  Score: Raw -636402.722551 + Penalty 2852.605306 = -633550.117245
  nChanged 49
		SP:Iteration 18Q (7443.410000 sec): 3 clusters
  Score: Raw -636440.290524 + Penalty 2852.605306 = -633587.685217
  nChanged 29
		SP:Iteration 19Q (7443.420000 sec): 3 clusters
  Score: Raw -636463.690845 + Penalty 2852.605306 = -633611.085539
  nChanged 27
		SP:Iteration 20F (7443.430000 sec): 3 clusters
  Score: Raw -636485.945025 + Penalty 2852.605306 = -633633.339719
  nChanged 18
		SP:Iteration 21Q (7443.450000 sec): 3 clusters
  Score: Raw -636504.568564 + Penalty 2852.605306 = -633651.963258
  nChanged 16
		SP:Iteration 22Q (7443.460000 sec): 3 clusters
  Score: Raw -636517.914403 + Penalty 2852.605306 = -633665.309097
  nChanged 10
		SP:Iteration 23Q (7443.470000 sec): 3 clusters
  Score: Raw -636525.637178 + Penalty 2852.605306 = -633673.031872
  nChanged 9
		SP:Iteration 24Q (7443.490000 sec): 3 clusters
  Score: Raw -636535.105725 + Penalty 2852.605306 = -633682.500419
  nChanged 9
		SP:Iteration 25Q (7443.500000 sec): 3 clusters
  Score: Raw -636544.754321 + Penalty 2852.605306 = -633692.149014
  nChanged 7
		SP:Iteration 26Q (7443.510000 sec): 3 clusters
  Score: Raw -636554.796338 + Penalty 2852.605306 = -633702.191031
  nChanged 6
		SP:Iteration 27Q (7443.530000 sec): 3 clusters
  Score: Raw -636560.020977 + Penalty 2852.605306 = -633707.415670
  nChanged 3
		SP:Iteration 28Q (7443.530000 sec): 3 clusters
  Score: Raw -636562.476955 + Penalty 2852.605306 = -633709.871648
  nChanged 4
		SP:Iteration 29Q (7443.550000 sec): 3 clusters
  Score: Raw -636566.287365 + Penalty 2852.605306 = -633713.682059
  nChanged 3
		SP:Iteration 30Q (7443.560000 sec): 3 clusters
  Score: Raw -636569.498839 + Penalty 2852.605306 = -633716.893533
  nChanged 2
		SP:Iteration 31Q (7443.570000 sec): 3 clusters
  Score: Raw -636571.107417 + Penalty 2852.605306 = -633718.502111
  nChanged 1
		SP:Iteration 32Q (7443.580000 sec): 3 clusters
  Score: Raw -636571.674169 + Penalty 2852.605306 = -633719.068862
  nChanged 2
		SP:Iteration 33Q (7443.590000 sec): 3 clusters
  Score: Raw -636572.740276 + Penalty 2852.605306 = -633720.134969
  nChanged 1
		SP:Iteration 34Q (7443.610000 sec): 3 clusters
  Score: Raw -636573.169509 + Penalty 2852.605306 = -633720.564203
  nChanged 1
		SP:Iteration 35Q (7443.620000 sec): 3 clusters
  Score: Raw -636573.880664 + Penalty 2852.605306 = -633721.275358
  nChanged 1
		SP:Iteration 36Q (7443.630000 sec): 3 clusters
  Score: Raw -636574.814945 + Penalty 2852.605306 = -633722.209638
  nChanged 0
		SP:Iteration 37F (7443.650000 sec): 3 clusters
  Score: Raw -636574.814945 + Penalty 2852.605306 = -633722.209638
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7443.660000 sec): 2 clusters
  Score: Raw -418450.793498 + Penalty 1357.863818 = -417092.929681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7443.670000 sec): 3 clusters
  Score: Raw -416264.794244 + Penalty 2715.727635 = -413549.066609
  nChanged 1709
		SP:Iteration 1F (7443.680000 sec): 3 clusters
  Score: Raw -417184.120398 + Penalty 2715.727635 = -414468.392763
  nChanged 292
		SP:Iteration 2F (7443.690000 sec): 3 clusters
  Score: Raw -417327.713081 + Penalty 2715.727635 = -414611.985446
  nChanged 210
		SP:Iteration 3Q (7443.700000 sec): 3 clusters
  Score: Raw -417426.388475 + Penalty 2715.727635 = -414710.660840
  nChanged 156
		SP:Iteration 4Q (7443.710000 sec): 3 clusters
  Score: Raw -417508.901393 + Penalty 2715.727635 = -414793.173758
  nChanged 151
		SP:Iteration 5Q (7443.730000 sec): 3 clusters
  Score: Raw -417580.004029 + Penalty 2715.727635 = -414864.276394
  nChanged 122
		SP:Iteration 6Q (7443.730000 sec): 3 clusters
  Score: Raw -417639.599153 + Penalty 2715.727635 = -414923.871518
  nChanged 142
		SP:Iteration 7Q (7443.750000 sec): 3 clusters
  Score: Raw -417707.038993 + Penalty 2715.727635 = -414991.311358
  nChanged 126
		SP:Iteration 8Q (7443.750000 sec): 3 clusters
  Score: Raw -417767.685907 + Penalty 2715.727635 = -415051.958272
  nChanged 121
		SP:Iteration 9Q (7443.770000 sec): 3 clusters
  Score: Raw -417825.041819 + Penalty 2715.727635 = -415109.314184
  nChanged 99
		SP:Iteration 10Q (7443.770000 sec): 3 clusters
  Score: Raw -417866.929893 + Penalty 2715.727635 = -415151.202258
  nChanged 92
		SP:Iteration 11Q (7443.780000 sec): 3 clusters
  Score: Raw -417907.757774 + Penalty 2715.727635 = -415192.030139
  nChanged 101
		SP:Iteration 12Q (7443.790000 sec): 3 clusters
  Score: Raw -417959.452110 + Penalty 2715.727635 = -415243.724475
  nChanged 115
		SP:Iteration 13Q (7443.800000 sec): 3 clusters
  Score: Raw -418024.351762 + Penalty 2715.727635 = -415308.624127
  nChanged 128
		SP:Iteration 14Q (7443.810000 sec): 3 clusters
  Score: Raw -418107.749208 + Penalty 2715.727635 = -415392.021573
  nChanged 130
		SP:Iteration 15Q (7443.820000 sec): 3 clusters
  Score: Raw -418197.743837 + Penalty 2715.727635 = -415482.016202
  nChanged 121
		SP:Iteration 16Q (7443.830000 sec): 3 clusters
  Score: Raw -418293.962137 + Penalty 2715.727635 = -415578.234502
  nChanged 116
		SP:Iteration 17Q (7443.840000 sec): 3 clusters
  Score: Raw -418386.628832 + Penalty 2715.727635 = -415670.901197
  nChanged 107
		SP:Iteration 18Q (7443.850000 sec): 3 clusters
  Score: Raw -418486.588094 + Penalty 2715.727635 = -415770.860459
  nChanged 78
		SP:Iteration 19Q (7443.870000 sec): 3 clusters
  Score: Raw -418560.073956 + Penalty 2715.727635 = -415844.346321
  nChanged 65
		SP:Iteration 20F (7443.880000 sec): 3 clusters
  Score: Raw -418622.014628 + Penalty 2715.727635 = -415906.286993
  nChanged 41
		SP:Iteration 21Q (7443.890000 sec): 3 clusters
  Score: Raw -418655.599394 + Penalty 2715.727635 = -415939.871759
  nChanged 30
		SP:Iteration 22Q (7443.900000 sec): 3 clusters
  Score: Raw -418678.056055 + Penalty 2715.727635 = -415962.328420
  nChanged 20
		SP:Iteration 23Q (7443.900000 sec): 3 clusters
  Score: Raw -418692.847621 + Penalty 2715.727635 = -415977.119986
  nChanged 14
		SP:Iteration 24Q (7443.920000 sec): 3 clusters
  Score: Raw -418704.686009 + Penalty 2715.727635 = -415988.958373
  nChanged 9
		SP:Iteration 25Q (7443.920000 sec): 3 clusters
  Score: Raw -418710.480369 + Penalty 2715.727635 = -415994.752734
  nChanged 6
		SP:Iteration 26Q (7443.930000 sec): 3 clusters
  Score: Raw -418716.429546 + Penalty 2715.727635 = -416000.701911
  nChanged 4
		SP:Iteration 27Q (7443.940000 sec): 3 clusters
  Score: Raw -418719.188927 + Penalty 2715.727635 = -416003.461292
  nChanged 1
		SP:Iteration 28Q (7443.950000 sec): 3 clusters
  Score: Raw -418720.392850 + Penalty 2715.727635 = -416004.665214
  nChanged 1
		SP:Iteration 29Q (7443.960000 sec): 3 clusters
  Score: Raw -418720.841480 + Penalty 2715.727635 = -416005.113845
  nChanged 1
		SP:Iteration 30Q (7443.970000 sec): 3 clusters
  Score: Raw -418721.167484 + Penalty 2715.727635 = -416005.439849
  nChanged 0
		SP:Iteration 31F (7443.980000 sec): 3 clusters
  Score: Raw -418721.167484 + Penalty 2715.727635 = -416005.439849
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7443.990000 sec): 2 clusters
  Score: Raw -278054.287144 + Penalty 1299.346827 = -276754.940317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7444.000000 sec): 3 clusters
  Score: Raw -276686.220840 + Penalty 2598.693654 = -274087.527186
  nChanged 1101
		SP:Iteration 1F (7444.010000 sec): 3 clusters
  Score: Raw -277340.367043 + Penalty 2598.693654 = -274741.673388
  nChanged 229
		SP:Iteration 2F (7444.010000 sec): 3 clusters
  Score: Raw -277491.285312 + Penalty 2598.693654 = -274892.591658
  nChanged 162
		SP:Iteration 3F (7444.020000 sec): 3 clusters
  Score: Raw -277613.321028 + Penalty 2598.693654 = -275014.627374
  nChanged 134
		SP:Iteration 4Q (7444.030000 sec): 3 clusters
  Score: Raw -277707.089058 + Penalty 2598.693654 = -275108.395404
  nChanged 119
		SP:Iteration 5Q (7444.040000 sec): 3 clusters
  Score: Raw -277781.640520 + Penalty 2598.693654 = -275182.946865
  nChanged 87
		SP:Iteration 6Q (7444.040000 sec): 3 clusters
  Score: Raw -277831.513587 + Penalty 2598.693654 = -275232.819933
  nChanged 85
		SP:Iteration 7Q (7444.050000 sec): 3 clusters
  Score: Raw -277888.385241 + Penalty 2598.693654 = -275289.691587
  nChanged 78
		SP:Iteration 8Q (7444.060000 sec): 3 clusters
  Score: Raw -277942.749476 + Penalty 2598.693654 = -275344.055822
  nChanged 75
		SP:Iteration 9Q (7444.060000 sec): 3 clusters
  Score: Raw -277986.100114 + Penalty 2598.693654 = -275387.406459
  nChanged 74
		SP:Iteration 10Q (7444.070000 sec): 3 clusters
  Score: Raw -278036.900513 + Penalty 2598.693654 = -275438.206859
  nChanged 84
		SP:Iteration 11Q (7444.080000 sec): 3 clusters
  Score: Raw -278101.970603 + Penalty 2598.693654 = -275503.276949
  nChanged 82
		SP:Iteration 12Q (7444.080000 sec): 3 clusters
  Score: Raw -278162.552865 + Penalty 2598.693654 = -275563.859211
  nChanged 54
		SP:Iteration 13Q (7444.090000 sec): 3 clusters
  Score: Raw -278205.246017 + Penalty 2598.693654 = -275606.552363
  nChanged 49
		SP:Iteration 14Q (7444.100000 sec): 3 clusters
  Score: Raw -278240.003637 + Penalty 2598.693654 = -275641.309982
  nChanged 39
		SP:Iteration 15Q (7444.100000 sec): 3 clusters
  Score: Raw -278272.105213 + Penalty 2598.693654 = -275673.411559
  nChanged 41
		SP:Iteration 16Q (7444.110000 sec): 3 clusters
  Score: Raw -278299.836411 + Penalty 2598.693654 = -275701.142757
  nChanged 24
		SP:Iteration 17Q (7444.120000 sec): 3 clusters
  Score: Raw -278319.238065 + Penalty 2598.693654 = -275720.544410
  nChanged 15
		SP:Iteration 18Q (7444.120000 sec): 3 clusters
  Score: Raw -278335.180281 + Penalty 2598.693654 = -275736.486627
  nChanged 22
		SP:Iteration 19Q (7444.130000 sec): 3 clusters
  Score: Raw -278354.618399 + Penalty 2598.693654 = -275755.924744
  nChanged 17
		SP:Iteration 20F (7444.140000 sec): 3 clusters
  Score: Raw -278366.203439 + Penalty 2598.693654 = -275767.509785
  nChanged 12
		SP:Iteration 21Q (7444.140000 sec): 3 clusters
  Score: Raw -278378.169496 + Penalty 2598.693654 = -275779.475842
  nChanged 12
		SP:Iteration 22Q (7444.150000 sec): 3 clusters
  Score: Raw -278387.835932 + Penalty 2598.693654 = -275789.142277
  nChanged 9
		SP:Iteration 23Q (7444.150000 sec): 3 clusters
  Score: Raw -278396.450309 + Penalty 2598.693654 = -275797.756655
  nChanged 6
		SP:Iteration 24Q (7444.160000 sec): 3 clusters
  Score: Raw -278399.315657 + Penalty 2598.693654 = -275800.622003
  nChanged 1
		SP:Iteration 25Q (7444.170000 sec): 3 clusters
  Score: Raw -278401.086815 + Penalty 2598.693654 = -275802.393161
  nChanged 1
		SP:Iteration 26Q (7444.170000 sec): 3 clusters
  Score: Raw -278401.690901 + Penalty 2598.693654 = -275802.997247
  nChanged 1
		SP:Iteration 27Q (7444.180000 sec): 3 clusters
  Score: Raw -278402.356454 + Penalty 2598.693654 = -275803.662800
  nChanged 0
		SP:Iteration 28F (7444.180000 sec): 3 clusters
  Score: Raw -278402.356454 + Penalty 2598.693654 = -275803.662800
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7444.260000 sec): 2 clusters
  Score: Raw -2385297.651618 + Penalty 1630.209206 = -2383667.442412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7444.320000 sec): 3 clusters
  Score: Raw -2371575.643661 + Penalty 3260.418412 = -2368315.225249
  nChanged 10276
		SP:Iteration 1F (7444.370000 sec): 3 clusters
  Score: Raw -2377280.108434 + Penalty 3260.418412 = -2374019.690021
  nChanged 1023
		SP:Iteration 2Q (7444.430000 sec): 3 clusters
  Score: Raw -2377674.649634 + Penalty 3260.418412 = -2374414.231222
  nChanged 1082
		SP:Iteration 3Q (7444.490000 sec): 3 clusters
  Score: Raw -2378175.099784 + Penalty 3260.418412 = -2374914.681372
  nChanged 1153
		SP:Iteration 4F (7444.540000 sec): 3 clusters
  Score: Raw -2378886.925221 + Penalty 3260.418412 = -2375626.506809
  nChanged 1305
		SP:Iteration 5F (7444.600000 sec): 3 clusters
  Score: Raw -2379904.192793 + Penalty 3260.418412 = -2376643.774381
  nChanged 1455
		SP:Iteration 6F (7444.660000 sec): 3 clusters
  Score: Raw -2381174.805032 + Penalty 3260.418412 = -2377914.386620
  nChanged 1353
		SP:Iteration 7F (7444.720000 sec): 3 clusters
  Score: Raw -2382392.020969 + Penalty 3260.418412 = -2379131.602556
  nChanged 1153
		SP:Iteration 8F (7444.770000 sec): 3 clusters
  Score: Raw -2383437.711002 + Penalty 3260.418412 = -2380177.292590
  nChanged 864
		SP:Iteration 9Q (7444.820000 sec): 3 clusters
  Score: Raw -2384118.703114 + Penalty 3260.418412 = -2380858.284702
  nChanged 617
		SP:Iteration 10Q (7444.870000 sec): 3 clusters
  Score: Raw -2384550.093165 + Penalty 3260.418412 = -2381289.674753
  nChanged 444
		SP:Iteration 11Q (7444.920000 sec): 3 clusters
  Score: Raw -2384838.944532 + Penalty 3260.418412 = -2381578.526119
  nChanged 307
		SP:Iteration 12Q (7444.960000 sec): 3 clusters
  Score: Raw -2385017.249159 + Penalty 3260.418412 = -2381756.830747
  nChanged 209
		SP:Iteration 13Q (7445.010000 sec): 3 clusters
  Score: Raw -2385131.156266 + Penalty 3260.418412 = -2381870.737854
  nChanged 180
		SP:Iteration 14Q (7445.060000 sec): 3 clusters
  Score: Raw -2385234.874603 + Penalty 3260.418412 = -2381974.456190
  nChanged 140
		SP:Iteration 15Q (7445.100000 sec): 3 clusters
  Score: Raw -2385307.540635 + Penalty 3260.418412 = -2382047.122222
  nChanged 94
		SP:Iteration 16Q (7445.140000 sec): 3 clusters
  Score: Raw -2385355.301789 + Penalty 3260.418412 = -2382094.883376
  nChanged 70
		SP:Iteration 17Q (7445.180000 sec): 3 clusters
  Score: Raw -2385388.467000 + Penalty 3260.418412 = -2382128.048587
  nChanged 47
		SP:Iteration 18Q (7445.230000 sec): 3 clusters
  Score: Raw -2385406.684474 + Penalty 3260.418412 = -2382146.266062
  nChanged 40
		SP:Iteration 19Q (7445.270000 sec): 3 clusters
  Score: Raw -2385424.328037 + Penalty 3260.418412 = -2382163.909624
  nChanged 42
		SP:Iteration 20F (7445.320000 sec): 3 clusters
  Score: Raw -2385443.745418 + Penalty 3260.418412 = -2382183.327006
  nChanged 51
		SP:Iteration 21Q (7445.370000 sec): 3 clusters
  Score: Raw -2385472.437223 + Penalty 3260.418412 = -2382212.018810
  nChanged 43
		SP:Iteration 22Q (7445.410000 sec): 3 clusters
  Score: Raw -2385494.422868 + Penalty 3260.418412 = -2382234.004455
  nChanged 29
		SP:Iteration 23Q (7445.450000 sec): 3 clusters
  Score: Raw -2385508.636419 + Penalty 3260.418412 = -2382248.218007
  nChanged 25
		SP:Iteration 24Q (7445.500000 sec): 3 clusters
  Score: Raw -2385520.398897 + Penalty 3260.418412 = -2382259.980485
  nChanged 21
		SP:Iteration 25Q (7445.540000 sec): 3 clusters
  Score: Raw -2385527.603109 + Penalty 3260.418412 = -2382267.184697
  nChanged 20
		SP:Iteration 26Q (7445.580000 sec): 3 clusters
  Score: Raw -2385534.804741 + Penalty 3260.418412 = -2382274.386329
  nChanged 16
		SP:Iteration 27Q (7445.620000 sec): 3 clusters
  Score: Raw -2385541.115737 + Penalty 3260.418412 = -2382280.697325
  nChanged 14
		SP:Iteration 28Q (7445.660000 sec): 3 clusters
  Score: Raw -2385547.522848 + Penalty 3260.418412 = -2382287.104435
  nChanged 14
		SP:Iteration 29Q (7445.700000 sec): 3 clusters
  Score: Raw -2385553.509128 + Penalty 3260.418412 = -2382293.090716
  nChanged 6
		SP:Iteration 30Q (7445.740000 sec): 3 clusters
  Score: Raw -2385556.541697 + Penalty 3260.418412 = -2382296.123285
  nChanged 11
		SP:Iteration 31Q (7445.780000 sec): 3 clusters
  Score: Raw -2385560.463083 + Penalty 3260.418412 = -2382300.044671
  nChanged 5
		SP:Iteration 32Q (7445.820000 sec): 3 clusters
  Score: Raw -2385562.331446 + Penalty 3260.418412 = -2382301.913033
  nChanged 6
		SP:Iteration 33Q (7445.870000 sec): 3 clusters
  Score: Raw -2385564.855606 + Penalty 3260.418412 = -2382304.437194
  nChanged 5
		SP:Iteration 34Q (7445.910000 sec): 3 clusters
  Score: Raw -2385568.429588 + Penalty 3260.418412 = -2382308.011176
  nChanged 7
		SP:Iteration 35Q (7445.950000 sec): 3 clusters
  Score: Raw -2385573.671579 + Penalty 3260.418412 = -2382313.253166
  nChanged 9
		SP:Iteration 36Q (7445.990000 sec): 3 clusters
  Score: Raw -2385578.198961 + Penalty 3260.418412 = -2382317.780548
  nChanged 8
		SP:Iteration 37Q (7446.030000 sec): 3 clusters
  Score: Raw -2385581.001004 + Penalty 3260.418412 = -2382320.582592
  nChanged 3
		SP:Iteration 38Q (7446.070000 sec): 3 clusters
  Score: Raw -2385581.905026 + Penalty 3260.418412 = -2382321.486614
  nChanged 2
		SP:Iteration 39Q (7446.110000 sec): 3 clusters
  Score: Raw -2385582.514895 + Penalty 3260.418412 = -2382322.096483
  nChanged 2
		SP:Iteration 40F (7446.170000 sec): 3 clusters
  Score: Raw -2385583.224235 + Penalty 3260.418412 = -2382322.805823
  nChanged 1
		SP:Iteration 41Q (7446.210000 sec): 3 clusters
  Score: Raw -2385583.688230 + Penalty 3260.418412 = -2382323.269818
  nChanged 0
		SP:Iteration 42F (7446.260000 sec): 3 clusters
  Score: Raw -2385583.688230 + Penalty 3260.418412 = -2382323.269818
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7446.280000 sec): 2 clusters
  Score: Raw -170104.370283 + Penalty 1219.015599 = -168885.354684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7446.290000 sec): 3 clusters
  Score: Raw -169342.071304 + Penalty 2438.031199 = -166904.040105
  nChanged 681
		SP:Iteration 1F (7446.300000 sec): 3 clusters
  Score: Raw -169810.073328 + Penalty 2438.031199 = -167372.042129
  nChanged 155
		SP:Iteration 2F (7446.300000 sec): 3 clusters
  Score: Raw -169984.681095 + Penalty 2438.031199 = -167546.649896
  nChanged 132
		SP:Iteration 3F (7446.300000 sec): 3 clusters
  Score: Raw -170139.892558 + Penalty 2438.031199 = -167701.861359
  nChanged 102
		SP:Iteration 4F (7446.310000 sec): 3 clusters
  Score: Raw -170289.309565 + Penalty 2438.031199 = -167851.278366
  nChanged 102
		SP:Iteration 5F (7446.310000 sec): 3 clusters
  Score: Raw -170435.685089 + Penalty 2438.031199 = -167997.653890
  nChanged 84
		SP:Iteration 6Q (7446.320000 sec): 3 clusters
  Score: Raw -170555.047737 + Penalty 2438.031199 = -168117.016538
  nChanged 79
		SP:Iteration 7Q (7446.320000 sec): 3 clusters
  Score: Raw -170653.528669 + Penalty 2438.031199 = -168215.497470
  nChanged 64
		SP:Iteration 8Q (7446.320000 sec): 3 clusters
  Score: Raw -170748.636102 + Penalty 2438.031199 = -168310.604903
  nChanged 69
		SP:Iteration 9Q (7446.330000 sec): 3 clusters
  Score: Raw -170875.448017 + Penalty 2438.031199 = -168437.416818
  nChanged 72
		SP:Iteration 10Q (7446.330000 sec): 3 clusters
  Score: Raw -171037.227868 + Penalty 2438.031199 = -168599.196669
  nChanged 60
		SP:Iteration 11Q (7446.340000 sec): 3 clusters
  Score: Raw -171166.079714 + Penalty 2438.031199 = -168728.048515
  nChanged 42
		SP:Iteration 12Q (7446.340000 sec): 3 clusters
  Score: Raw -171265.941056 + Penalty 2438.031199 = -168827.909857
  nChanged 34
		SP:Iteration 13Q (7446.340000 sec): 3 clusters
  Score: Raw -171339.887484 + Penalty 2438.031199 = -168901.856285
  nChanged 21
		SP:Iteration 14Q (7446.340000 sec): 3 clusters
  Score: Raw -171376.326722 + Penalty 2438.031199 = -168938.295524
  nChanged 12
		SP:Iteration 15Q (7446.350000 sec): 3 clusters
  Score: Raw -171391.773823 + Penalty 2438.031199 = -168953.742624
  nChanged 8
		SP:Iteration 16Q (7446.350000 sec): 3 clusters
  Score: Raw -171397.336930 + Penalty 2438.031199 = -168959.305732
  nChanged 4
		SP:Iteration 17Q (7446.350000 sec): 3 clusters
  Score: Raw -171399.740933 + Penalty 2438.031199 = -168961.709734
  nChanged 2
		SP:Iteration 18Q (7446.360000 sec): 3 clusters
  Score: Raw -171401.885197 + Penalty 2438.031199 = -168963.853998
  nChanged 3
		SP:Iteration 19Q (7446.360000 sec): 3 clusters
  Score: Raw -171405.108352 + Penalty 2438.031199 = -168967.077153
  nChanged 0
		SP:Iteration 20F (7446.360000 sec): 3 clusters
  Score: Raw -171405.108352 + Penalty 2438.031199 = -168967.077153
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (2963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7446.380000 sec): 2 clusters
  Score: Raw -264116.390879 + Penalty 1299.018101 = -262817.372777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7446.380000 sec): 3 clusters
  Score: Raw -262797.011344 + Penalty 2598.036203 = -260198.975141
  nChanged 1099
		SP:Iteration 1F (7446.390000 sec): 3 clusters
  Score: Raw -263484.406772 + Penalty 2598.036203 = -260886.370570
  nChanged 256
		SP:Iteration 2F (7446.400000 sec): 3 clusters
  Score: Raw -263703.557586 + Penalty 2598.036203 = -261105.521383
  nChanged 185
		SP:Iteration 3F (7446.400000 sec): 3 clusters
  Score: Raw -263888.516920 + Penalty 2598.036203 = -261290.480717
  nChanged 172
		SP:Iteration 4F (7446.410000 sec): 3 clusters
  Score: Raw -264054.719463 + Penalty 2598.036203 = -261456.683260
  nChanged 151
		SP:Iteration 5F (7446.420000 sec): 3 clusters
  Score: Raw -264232.945401 + Penalty 2598.036203 = -261634.909198
  nChanged 139
		SP:Iteration 6Q (7446.420000 sec): 3 clusters
  Score: Raw -264384.808478 + Penalty 2598.036203 = -261786.772275
  nChanged 128
		SP:Iteration 7Q (7446.430000 sec): 3 clusters
  Score: Raw -264533.125496 + Penalty 2598.036203 = -261935.089293
  nChanged 133
		SP:Iteration 8Q (7446.440000 sec): 3 clusters
  Score: Raw -264706.253005 + Penalty 2598.036203 = -262108.216802
  nChanged 122
		SP:Iteration 9Q (7446.440000 sec): 3 clusters
  Score: Raw -264859.362243 + Penalty 2598.036203 = -262261.326040
  nChanged 89
		SP:Iteration 10Q (7446.450000 sec): 3 clusters
  Score: Raw -264937.210246 + Penalty 2598.036203 = -262339.174043
  nChanged 76
		SP:Iteration 11Q (7446.460000 sec): 3 clusters
  Score: Raw -265005.887552 + Penalty 2598.036203 = -262407.851349
  nChanged 58
		SP:Iteration 12Q (7446.460000 sec): 3 clusters
  Score: Raw -265057.681705 + Penalty 2598.036203 = -262459.645502
  nChanged 52
		SP:Iteration 13Q (7446.470000 sec): 3 clusters
  Score: Raw -265099.313302 + Penalty 2598.036203 = -262501.277099
  nChanged 45
		SP:Iteration 14Q (7446.480000 sec): 3 clusters
  Score: Raw -265130.807697 + Penalty 2598.036203 = -262532.771494
  nChanged 53
		SP:Iteration 15Q (7446.480000 sec): 3 clusters
  Score: Raw -265174.225241 + Penalty 2598.036203 = -262576.189038
  nChanged 53
		SP:Iteration 16Q (7446.490000 sec): 3 clusters
  Score: Raw -265228.143916 + Penalty 2598.036203 = -262630.107713
  nChanged 56
		SP:Iteration 17Q (7446.500000 sec): 3 clusters
  Score: Raw -265289.352194 + Penalty 2598.036203 = -262691.315991
  nChanged 59
		SP:Iteration 18Q (7446.500000 sec): 3 clusters
  Score: Raw -265346.596032 + Penalty 2598.036203 = -262748.559829
  nChanged 42
		SP:Iteration 19Q (7446.510000 sec): 3 clusters
  Score: Raw -265393.873052 + Penalty 2598.036203 = -262795.836849
  nChanged 41
		SP:Iteration 20F (7446.510000 sec): 3 clusters
  Score: Raw -265428.769565 + Penalty 2598.036203 = -262830.733362
  nChanged 25
		SP:Iteration 21Q (7446.520000 sec): 3 clusters
  Score: Raw -265448.539396 + Penalty 2598.036203 = -262850.503193
  nChanged 22
		SP:Iteration 22Q (7446.520000 sec): 3 clusters
  Score: Raw -265463.821633 + Penalty 2598.036203 = -262865.785430
  nChanged 15
		SP:Iteration 23Q (7446.530000 sec): 3 clusters
  Score: Raw -265472.333438 + Penalty 2598.036203 = -262874.297235
  nChanged 15
		SP:Iteration 24Q (7446.540000 sec): 3 clusters
  Score: Raw -265479.552802 + Penalty 2598.036203 = -262881.516599
  nChanged 12
		SP:Iteration 25Q (7446.540000 sec): 3 clusters
  Score: Raw -265485.098412 + Penalty 2598.036203 = -262887.062209
  nChanged 13
		SP:Iteration 26Q (7446.550000 sec): 3 clusters
  Score: Raw -265491.846448 + Penalty 2598.036203 = -262893.810245
  nChanged 11
		SP:Iteration 27Q (7446.550000 sec): 3 clusters
  Score: Raw -265497.936197 + Penalty 2598.036203 = -262899.899994
  nChanged 11
		SP:Iteration 28Q (7446.560000 sec): 3 clusters
  Score: Raw -265502.824385 + Penalty 2598.036203 = -262904.788182
  nChanged 10
		SP:Iteration 29Q (7446.560000 sec): 3 clusters
  Score: Raw -265506.988329 + Penalty 2598.036203 = -262908.952126
  nChanged 9
		SP:Iteration 30Q (7446.570000 sec): 3 clusters
  Score: Raw -265509.641726 + Penalty 2598.036203 = -262911.605523
  nChanged 2
		SP:Iteration 31Q (7446.580000 sec): 3 clusters
  Score: Raw -265509.975000 + Penalty 2598.036203 = -262911.938797
  nChanged 1
		SP:Iteration 32Q (7446.580000 sec): 3 clusters
  Score: Raw -265510.247235 + Penalty 2598.036203 = -262912.211032
  nChanged 2
		SP:Iteration 33Q (7446.590000 sec): 3 clusters
  Score: Raw -265510.842692 + Penalty 2598.036203 = -262912.806489
  nChanged 2
		SP:Iteration 34Q (7446.590000 sec): 3 clusters
  Score: Raw -265511.273333 + Penalty 2598.036203 = -262913.237130
  nChanged 5
		SP:Iteration 35Q (7446.600000 sec): 3 clusters
  Score: Raw -265513.148624 + Penalty 2598.036203 = -262915.112421
  nChanged 4
		SP:Iteration 36Q (7446.600000 sec): 3 clusters
  Score: Raw -265513.815350 + Penalty 2598.036203 = -262915.779147
  nChanged 1
		SP:Iteration 37Q (7446.610000 sec): 3 clusters
  Score: Raw -265514.112293 + Penalty 2598.036203 = -262916.076090
  nChanged 2
		SP:Iteration 38Q (7446.620000 sec): 3 clusters
  Score: Raw -265514.822295 + Penalty 2598.036203 = -262916.786092
  nChanged 3
		SP:Iteration 39Q (7446.620000 sec): 3 clusters
  Score: Raw -265517.288619 + Penalty 2598.036203 = -262919.252416
  nChanged 5
		SP:Iteration 40F (7446.630000 sec): 3 clusters
  Score: Raw -265519.139976 + Penalty 2598.036203 = -262921.103773
  nChanged 4
		SP:Iteration 41Q (7446.630000 sec): 3 clusters
  Score: Raw -265520.826721 + Penalty 2598.036203 = -262922.790518
  nChanged 5
		SP:Iteration 42Q (7446.640000 sec): 3 clusters
  Score: Raw -265521.781593 + Penalty 2598.036203 = -262923.745390
  nChanged 1
		SP:Iteration 43Q (7446.640000 sec): 3 clusters
  Score: Raw -265521.995164 + Penalty 2598.036203 = -262923.958961
  nChanged 2
		SP:Iteration 44Q (7446.650000 sec): 3 clusters
  Score: Raw -265522.453130 + Penalty 2598.036203 = -262924.416927
  nChanged 1
		SP:Iteration 45Q (7446.660000 sec): 3 clusters
  Score: Raw -265522.792838 + Penalty 2598.036203 = -262924.756635
  nChanged 2
		SP:Iteration 46Q (7446.660000 sec): 3 clusters
  Score: Raw -265523.889435 + Penalty 2598.036203 = -262925.853232
  nChanged 2
		SP:Iteration 47Q (7446.670000 sec): 3 clusters
  Score: Raw -265524.375820 + Penalty 2598.036203 = -262926.339617
  nChanged 3
		SP:Iteration 48Q (7446.670000 sec): 3 clusters
  Score: Raw -265525.057138 + Penalty 2598.036203 = -262927.020935
  nChanged 2
		SP:Iteration 49Q (7446.680000 sec): 3 clusters
  Score: Raw -265525.892217 + Penalty 2598.036203 = -262927.856014
  nChanged 1
		SP:Iteration 50Q (7446.680000 sec): 3 clusters
  Score: Raw -265526.247515 + Penalty 2598.036203 = -262928.211312
  nChanged 0
		SP:Iteration 51F (7446.690000 sec): 3 clusters
  Score: Raw -265526.247515 + Penalty 2598.036203 = -262928.211312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7446.710000 sec): 2 clusters
  Score: Raw -438426.997341 + Penalty 1366.778301 = -437060.219040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7446.720000 sec): 3 clusters
  Score: Raw -436200.549294 + Penalty 2733.556602 = -433466.992691
  nChanged 1751
		SP:Iteration 1F (7446.730000 sec): 3 clusters
  Score: Raw -437196.807739 + Penalty 2733.556602 = -434463.251137
  nChanged 297
		SP:Iteration 2F (7446.740000 sec): 3 clusters
  Score: Raw -437340.090314 + Penalty 2733.556602 = -434606.533711
  nChanged 220
		SP:Iteration 3Q (7446.750000 sec): 3 clusters
  Score: Raw -437440.993274 + Penalty 2733.556602 = -434707.436671
  nChanged 169
		SP:Iteration 4Q (7446.760000 sec): 3 clusters
  Score: Raw -437517.385387 + Penalty 2733.556602 = -434783.828785
  nChanged 145
		SP:Iteration 5Q (7446.780000 sec): 3 clusters
  Score: Raw -437584.846826 + Penalty 2733.556602 = -434851.290223
  nChanged 125
		SP:Iteration 6Q (7446.780000 sec): 3 clusters
  Score: Raw -437647.586176 + Penalty 2733.556602 = -434914.029574
  nChanged 136
		SP:Iteration 7Q (7446.800000 sec): 3 clusters
  Score: Raw -437701.316071 + Penalty 2733.556602 = -434967.759469
  nChanged 112
		SP:Iteration 8Q (7446.810000 sec): 3 clusters
  Score: Raw -437749.252736 + Penalty 2733.556602 = -435015.696134
  nChanged 113
		SP:Iteration 9Q (7446.820000 sec): 3 clusters
  Score: Raw -437792.712954 + Penalty 2733.556602 = -435059.156351
  nChanged 107
		SP:Iteration 10Q (7446.830000 sec): 3 clusters
  Score: Raw -437840.644470 + Penalty 2733.556602 = -435107.087868
  nChanged 115
		SP:Iteration 11Q (7446.840000 sec): 3 clusters
  Score: Raw -437894.337382 + Penalty 2733.556602 = -435160.780780
  nChanged 122
		SP:Iteration 12Q (7446.850000 sec): 3 clusters
  Score: Raw -437954.446658 + Penalty 2733.556602 = -435220.890055
  nChanged 118
		SP:Iteration 13Q (7446.860000 sec): 3 clusters
  Score: Raw -438013.439899 + Penalty 2733.556602 = -435279.883297
  nChanged 91
		SP:Iteration 14Q (7446.870000 sec): 3 clusters
  Score: Raw -438058.119601 + Penalty 2733.556602 = -435324.562999
  nChanged 85
		SP:Iteration 15Q (7446.880000 sec): 3 clusters
  Score: Raw -438096.039613 + Penalty 2733.556602 = -435362.483011
  nChanged 71
		SP:Iteration 16Q (7446.890000 sec): 3 clusters
  Score: Raw -438129.200535 + Penalty 2733.556602 = -435395.643932
  nChanged 81
		SP:Iteration 17Q (7446.900000 sec): 3 clusters
  Score: Raw -438162.604099 + Penalty 2733.556602 = -435429.047497
  nChanged 58
		SP:Iteration 18Q (7446.910000 sec): 3 clusters
  Score: Raw -438183.309145 + Penalty 2733.556602 = -435449.752543
  nChanged 68
		SP:Iteration 19Q (7446.920000 sec): 3 clusters
  Score: Raw -438212.244046 + Penalty 2733.556602 = -435478.687444
  nChanged 66
		SP:Iteration 20F (7446.930000 sec): 3 clusters
  Score: Raw -438242.282222 + Penalty 2733.556602 = -435508.725620
  nChanged 74
		SP:Iteration 21Q (7446.940000 sec): 3 clusters
  Score: Raw -438279.245566 + Penalty 2733.556602 = -435545.688964
  nChanged 79
		SP:Iteration 22Q (7446.960000 sec): 3 clusters
  Score: Raw -438319.058791 + Penalty 2733.556602 = -435585.502188
  nChanged 72
		SP:Iteration 23Q (7446.960000 sec): 3 clusters
  Score: Raw -438356.559708 + Penalty 2733.556602 = -435623.003106
  nChanged 72
		SP:Iteration 24Q (7446.980000 sec): 3 clusters
  Score: Raw -438394.590903 + Penalty 2733.556602 = -435661.034300
  nChanged 70
		SP:Iteration 25Q (7446.990000 sec): 3 clusters
  Score: Raw -438432.090666 + Penalty 2733.556602 = -435698.534063
  nChanged 70
		SP:Iteration 26Q (7447.000000 sec): 3 clusters
  Score: Raw -438469.741740 + Penalty 2733.556602 = -435736.185138
  nChanged 66
		SP:Iteration 27Q (7447.010000 sec): 3 clusters
  Score: Raw -438506.061639 + Penalty 2733.556602 = -435772.505036
  nChanged 52
		SP:Iteration 28Q (7447.020000 sec): 3 clusters
  Score: Raw -438533.766716 + Penalty 2733.556602 = -435800.210114
  nChanged 43
		SP:Iteration 29Q (7447.030000 sec): 3 clusters
  Score: Raw -438555.601489 + Penalty 2733.556602 = -435822.044887
  nChanged 42
		SP:Iteration 30Q (7447.040000 sec): 3 clusters
  Score: Raw -438576.767288 + Penalty 2733.556602 = -435843.210685
  nChanged 41
		SP:Iteration 31Q (7447.050000 sec): 3 clusters
  Score: Raw -438602.031487 + Penalty 2733.556602 = -435868.474884
  nChanged 29
		SP:Iteration 32Q (7447.060000 sec): 3 clusters
  Score: Raw -438621.037902 + Penalty 2733.556602 = -435887.481300
  nChanged 23
		SP:Iteration 33Q (7447.070000 sec): 3 clusters
  Score: Raw -438635.811758 + Penalty 2733.556602 = -435902.255156
  nChanged 22
		SP:Iteration 34Q (7447.080000 sec): 3 clusters
  Score: Raw -438646.915507 + Penalty 2733.556602 = -435913.358905
  nChanged 13
		SP:Iteration 35Q (7447.090000 sec): 3 clusters
  Score: Raw -438655.969960 + Penalty 2733.556602 = -435922.413358
  nChanged 8
		SP:Iteration 36Q (7447.100000 sec): 3 clusters
  Score: Raw -438661.783009 + Penalty 2733.556602 = -435928.226407
  nChanged 10
		SP:Iteration 37Q (7447.110000 sec): 3 clusters
  Score: Raw -438666.852390 + Penalty 2733.556602 = -435933.295788
  nChanged 5
		SP:Iteration 38Q (7447.120000 sec): 3 clusters
  Score: Raw -438669.831083 + Penalty 2733.556602 = -435936.274481
  nChanged 5
		SP:Iteration 39Q (7447.130000 sec): 3 clusters
  Score: Raw -438672.274303 + Penalty 2733.556602 = -435938.717701
  nChanged 3
		SP:Iteration 40F (7447.140000 sec): 3 clusters
  Score: Raw -438673.271305 + Penalty 2733.556602 = -435939.714703
  nChanged 1
		SP:Iteration 41Q (7447.150000 sec): 3 clusters
  Score: Raw -438673.483557 + Penalty 2733.556602 = -435939.926955
  nChanged 0
		SP:Iteration 42F (7447.160000 sec): 3 clusters
  Score: Raw -438673.483557 + Penalty 2733.556602 = -435939.926955
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7447.200000 sec): 2 clusters
  Score: Raw -1330737.718985 + Penalty 1540.460453 = -1329197.258531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7447.240000 sec): 3 clusters
  Score: Raw -1323107.723096 + Penalty 3080.920907 = -1320026.802189
  nChanged 5723
		SP:Iteration 1F (7447.270000 sec): 3 clusters
  Score: Raw -1326322.599596 + Penalty 3080.920907 = -1323241.678690
  nChanged 817
		SP:Iteration 2F (7447.300000 sec): 3 clusters
  Score: Raw -1326731.608508 + Penalty 3080.920907 = -1323650.687601
  nChanged 819
		SP:Iteration 3F (7447.330000 sec): 3 clusters
  Score: Raw -1327197.486802 + Penalty 3080.920907 = -1324116.565896
  nChanged 798
		SP:Iteration 4F (7447.360000 sec): 3 clusters
  Score: Raw -1327681.441128 + Penalty 3080.920907 = -1324600.520221
  nChanged 809
		SP:Iteration 5F (7447.390000 sec): 3 clusters
  Score: Raw -1328183.606232 + Penalty 3080.920907 = -1325102.685326
  nChanged 751
		SP:Iteration 6F (7447.420000 sec): 3 clusters
  Score: Raw -1328623.806645 + Penalty 3080.920907 = -1325542.885738
  nChanged 667
		SP:Iteration 7F (7447.460000 sec): 3 clusters
  Score: Raw -1328976.868796 + Penalty 3080.920907 = -1325895.947890
  nChanged 549
		SP:Iteration 8Q (7447.490000 sec): 3 clusters
  Score: Raw -1329216.284404 + Penalty 3080.920907 = -1326135.363497
  nChanged 432
		SP:Iteration 9Q (7447.520000 sec): 3 clusters
  Score: Raw -1329378.408617 + Penalty 3080.920907 = -1326297.487711
  nChanged 332
		SP:Iteration 10Q (7447.550000 sec): 3 clusters
  Score: Raw -1329499.395617 + Penalty 3080.920907 = -1326418.474711
  nChanged 302
		SP:Iteration 11Q (7447.580000 sec): 3 clusters
  Score: Raw -1329601.407428 + Penalty 3080.920907 = -1326520.486521
  nChanged 233
		SP:Iteration 12Q (7447.610000 sec): 3 clusters
  Score: Raw -1329678.150586 + Penalty 3080.920907 = -1326597.229680
  nChanged 218
		SP:Iteration 13Q (7447.640000 sec): 3 clusters
  Score: Raw -1329744.199198 + Penalty 3080.920907 = -1326663.278291
  nChanged 196
		SP:Iteration 14Q (7447.670000 sec): 3 clusters
  Score: Raw -1329802.456950 + Penalty 3080.920907 = -1326721.536044
  nChanged 181
		SP:Iteration 15Q (7447.700000 sec): 3 clusters
  Score: Raw -1329859.637281 + Penalty 3080.920907 = -1326778.716375
  nChanged 182
		SP:Iteration 16Q (7447.740000 sec): 3 clusters
  Score: Raw -1329921.720273 + Penalty 3080.920907 = -1326840.799367
  nChanged 212
		SP:Iteration 17Q (7447.770000 sec): 3 clusters
  Score: Raw -1329998.248880 + Penalty 3080.920907 = -1326917.327973
  nChanged 177
		SP:Iteration 18Q (7447.800000 sec): 3 clusters
  Score: Raw -1330062.417389 + Penalty 3080.920907 = -1326981.496482
  nChanged 168
		SP:Iteration 19Q (7447.830000 sec): 3 clusters
  Score: Raw -1330127.681983 + Penalty 3080.920907 = -1327046.761076
  nChanged 163
		SP:Iteration 20F (7447.860000 sec): 3 clusters
  Score: Raw -1330196.260001 + Penalty 3080.920907 = -1327115.339094
  nChanged 157
		SP:Iteration 21Q (7447.890000 sec): 3 clusters
  Score: Raw -1330264.038535 + Penalty 3080.920907 = -1327183.117628
  nChanged 163
		SP:Iteration 22Q (7447.920000 sec): 3 clusters
  Score: Raw -1330335.065142 + Penalty 3080.920907 = -1327254.144236
  nChanged 152
		SP:Iteration 23Q (7447.960000 sec): 3 clusters
  Score: Raw -1330404.643613 + Penalty 3080.920907 = -1327323.722706
  nChanged 130
		SP:Iteration 24Q (7447.990000 sec): 3 clusters
  Score: Raw -1330462.938250 + Penalty 3080.920907 = -1327382.017343
  nChanged 126
		SP:Iteration 25Q (7448.020000 sec): 3 clusters
  Score: Raw -1330526.339392 + Penalty 3080.920907 = -1327445.418485
  nChanged 137
		SP:Iteration 26Q (7448.050000 sec): 3 clusters
  Score: Raw -1330595.888574 + Penalty 3080.920907 = -1327514.967667
  nChanged 107
		SP:Iteration 27Q (7448.080000 sec): 3 clusters
  Score: Raw -1330647.788382 + Penalty 3080.920907 = -1327566.867476
  nChanged 104
		SP:Iteration 28Q (7448.110000 sec): 3 clusters
  Score: Raw -1330696.268267 + Penalty 3080.920907 = -1327615.347361
  nChanged 80
		SP:Iteration 29Q (7448.140000 sec): 3 clusters
  Score: Raw -1330738.724160 + Penalty 3080.920907 = -1327657.803253
  nChanged 62
		SP:Iteration 30Q (7448.170000 sec): 3 clusters
  Score: Raw -1330773.443042 + Penalty 3080.920907 = -1327692.522136
  nChanged 59
		SP:Iteration 31Q (7448.200000 sec): 3 clusters
  Score: Raw -1330804.861569 + Penalty 3080.920907 = -1327723.940662
  nChanged 51
		SP:Iteration 32Q (7448.230000 sec): 3 clusters
  Score: Raw -1330836.648815 + Penalty 3080.920907 = -1327755.727909
  nChanged 50
		SP:Iteration 33Q (7448.260000 sec): 3 clusters
  Score: Raw -1330867.464909 + Penalty 3080.920907 = -1327786.544003
  nChanged 49
		SP:Iteration 34Q (7448.290000 sec): 3 clusters
  Score: Raw -1330898.236504 + Penalty 3080.920907 = -1327817.315598
  nChanged 47
		SP:Iteration 35Q (7448.320000 sec): 3 clusters
  Score: Raw -1330930.318482 + Penalty 3080.920907 = -1327849.397576
  nChanged 41
		SP:Iteration 36Q (7448.340000 sec): 3 clusters
  Score: Raw -1330957.579833 + Penalty 3080.920907 = -1327876.658927
  nChanged 37
		SP:Iteration 37Q (7448.370000 sec): 3 clusters
  Score: Raw -1330987.206678 + Penalty 3080.920907 = -1327906.285772
  nChanged 35
		SP:Iteration 38Q (7448.400000 sec): 3 clusters
  Score: Raw -1331011.495826 + Penalty 3080.920907 = -1327930.574920
  nChanged 25
		SP:Iteration 39Q (7448.430000 sec): 3 clusters
  Score: Raw -1331027.870487 + Penalty 3080.920907 = -1327946.949581
  nChanged 19
		SP:Iteration 40F (7448.460000 sec): 3 clusters
  Score: Raw -1331042.037108 + Penalty 3080.920907 = -1327961.116201
  nChanged 16
		SP:Iteration 41Q (7448.480000 sec): 3 clusters
  Score: Raw -1331051.465063 + Penalty 3080.920907 = -1327970.544157
  nChanged 13
		SP:Iteration 42Q (7448.510000 sec): 3 clusters
  Score: Raw -1331061.433689 + Penalty 3080.920907 = -1327980.512782
  nChanged 14
		SP:Iteration 43Q (7448.540000 sec): 3 clusters
  Score: Raw -1331069.870988 + Penalty 3080.920907 = -1327988.950081
  nChanged 11
		SP:Iteration 44Q (7448.560000 sec): 3 clusters
  Score: Raw -1331080.145763 + Penalty 3080.920907 = -1327999.224857
  nChanged 16
		SP:Iteration 45Q (7448.590000 sec): 3 clusters
  Score: Raw -1331089.745815 + Penalty 3080.920907 = -1328008.824909
  nChanged 6
		SP:Iteration 46Q (7448.620000 sec): 3 clusters
  Score: Raw -1331092.597149 + Penalty 3080.920907 = -1328011.676242
  nChanged 4
		SP:Iteration 47Q (7448.640000 sec): 3 clusters
  Score: Raw -1331095.643823 + Penalty 3080.920907 = -1328014.722916
  nChanged 7
		SP:Iteration 48Q (7448.670000 sec): 3 clusters
  Score: Raw -1331099.339715 + Penalty 3080.920907 = -1328018.418808
  nChanged 4
		SP:Iteration 49Q (7448.690000 sec): 3 clusters
  Score: Raw -1331101.751656 + Penalty 3080.920907 = -1328020.830749
  nChanged 6
		SP:Iteration 50Q (7448.720000 sec): 3 clusters
  Score: Raw -1331105.875172 + Penalty 3080.920907 = -1328024.954265
  nChanged 3
		SP:Iteration 51Q (7448.740000 sec): 3 clusters
  Score: Raw -1331109.009263 + Penalty 3080.920907 = -1328028.088356
  nChanged 5
		SP:Iteration 52Q (7448.770000 sec): 3 clusters
  Score: Raw -1331111.431692 + Penalty 3080.920907 = -1328030.510785
  nChanged 5
		SP:Iteration 53Q (7448.790000 sec): 3 clusters
  Score: Raw -1331113.349608 + Penalty 3080.920907 = -1328032.428701
  nChanged 2
		SP:Iteration 54Q (7448.820000 sec): 3 clusters
  Score: Raw -1331114.901170 + Penalty 3080.920907 = -1328033.980263
  nChanged 1
		SP:Iteration 55Q (7448.840000 sec): 3 clusters
  Score: Raw -1331115.512162 + Penalty 3080.920907 = -1328034.591255
  nChanged 3
		SP:Iteration 56Q (7448.870000 sec): 3 clusters
  Score: Raw -1331117.571294 + Penalty 3080.920907 = -1328036.650387
  nChanged 2
		SP:Iteration 57Q (7448.890000 sec): 3 clusters
  Score: Raw -1331118.678152 + Penalty 3080.920907 = -1328037.757245
  nChanged 1
		SP:Iteration 58Q (7448.920000 sec): 3 clusters
  Score: Raw -1331119.420260 + Penalty 3080.920907 = -1328038.499354
  nChanged 0
		SP:Iteration 59F (7448.950000 sec): 3 clusters
  Score: Raw -1331119.420260 + Penalty 3080.920907 = -1328038.499354
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7448.960000 sec): 2 clusters
  Score: Raw -339465.125849 + Penalty 1337.728313 = -338127.397536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7448.970000 sec): 3 clusters
  Score: Raw -337602.332474 + Penalty 2675.456627 = -334926.875847
  nChanged 1472
		SP:Iteration 1F (7448.980000 sec): 3 clusters
  Score: Raw -338479.978673 + Penalty 2675.456627 = -335804.522047
  nChanged 326
		SP:Iteration 2F (7448.990000 sec): 3 clusters
  Score: Raw -338709.439143 + Penalty 2675.456627 = -336033.982516
  nChanged 228
		SP:Iteration 3F (7449.000000 sec): 3 clusters
  Score: Raw -338877.606308 + Penalty 2675.456627 = -336202.149681
  nChanged 189
		SP:Iteration 4F (7449.000000 sec): 3 clusters
  Score: Raw -339005.081771 + Penalty 2675.456627 = -336329.625144
  nChanged 165
		SP:Iteration 5Q (7449.010000 sec): 3 clusters
  Score: Raw -339118.995318 + Penalty 2675.456627 = -336443.538691
  nChanged 149
		SP:Iteration 6Q (7449.020000 sec): 3 clusters
  Score: Raw -339218.927590 + Penalty 2675.456627 = -336543.470963
  nChanged 120
		SP:Iteration 7Q (7449.030000 sec): 3 clusters
  Score: Raw -339295.764538 + Penalty 2675.456627 = -336620.307911
  nChanged 99
		SP:Iteration 8Q (7449.040000 sec): 3 clusters
  Score: Raw -339355.157253 + Penalty 2675.456627 = -336679.700626
  nChanged 95
		SP:Iteration 9Q (7449.050000 sec): 3 clusters
  Score: Raw -339402.603648 + Penalty 2675.456627 = -336727.147021
  nChanged 61
		SP:Iteration 10Q (7449.060000 sec): 3 clusters
  Score: Raw -339429.345458 + Penalty 2675.456627 = -336753.888831
  nChanged 45
		SP:Iteration 11Q (7449.070000 sec): 3 clusters
  Score: Raw -339447.763450 + Penalty 2675.456627 = -336772.306823
  nChanged 35
		SP:Iteration 12Q (7449.080000 sec): 3 clusters
  Score: Raw -339462.416778 + Penalty 2675.456627 = -336786.960151
  nChanged 38
		SP:Iteration 13Q (7449.080000 sec): 3 clusters
  Score: Raw -339478.707323 + Penalty 2675.456627 = -336803.250696
  nChanged 40
		SP:Iteration 14Q (7449.090000 sec): 3 clusters
  Score: Raw -339494.566993 + Penalty 2675.456627 = -336819.110366
  nChanged 38
		SP:Iteration 15Q (7449.100000 sec): 3 clusters
  Score: Raw -339511.401941 + Penalty 2675.456627 = -336835.945314
  nChanged 22
		SP:Iteration 16Q (7449.110000 sec): 3 clusters
  Score: Raw -339519.017937 + Penalty 2675.456627 = -336843.561310
  nChanged 22
		SP:Iteration 17Q (7449.120000 sec): 3 clusters
  Score: Raw -339528.253085 + Penalty 2675.456627 = -336852.796458
  nChanged 23
		SP:Iteration 18Q (7449.120000 sec): 3 clusters
  Score: Raw -339536.444993 + Penalty 2675.456627 = -336860.988367
  nChanged 16
		SP:Iteration 19Q (7449.140000 sec): 3 clusters
  Score: Raw -339541.714505 + Penalty 2675.456627 = -336866.257878
  nChanged 14
		SP:Iteration 20F (7449.140000 sec): 3 clusters
  Score: Raw -339545.574429 + Penalty 2675.456627 = -336870.117802
  nChanged 9
		SP:Iteration 21Q (7449.150000 sec): 3 clusters
  Score: Raw -339548.674062 + Penalty 2675.456627 = -336873.217435
  nChanged 11
		SP:Iteration 22Q (7449.160000 sec): 3 clusters
  Score: Raw -339551.684442 + Penalty 2675.456627 = -336876.227815
  nChanged 11
		SP:Iteration 23Q (7449.170000 sec): 3 clusters
  Score: Raw -339555.347453 + Penalty 2675.456627 = -336879.890827
  nChanged 14
		SP:Iteration 24Q (7449.180000 sec): 3 clusters
  Score: Raw -339559.757869 + Penalty 2675.456627 = -336884.301242
  nChanged 8
		SP:Iteration 25Q (7449.190000 sec): 3 clusters
  Score: Raw -339561.754892 + Penalty 2675.456627 = -336886.298266
  nChanged 4
		SP:Iteration 26Q (7449.200000 sec): 3 clusters
  Score: Raw -339562.767289 + Penalty 2675.456627 = -336887.310662
  nChanged 6
		SP:Iteration 27Q (7449.200000 sec): 3 clusters
  Score: Raw -339563.840417 + Penalty 2675.456627 = -336888.383790
  nChanged 5
		SP:Iteration 28Q (7449.210000 sec): 3 clusters
  Score: Raw -339564.910355 + Penalty 2675.456627 = -336889.453728
  nChanged 4
		SP:Iteration 29Q (7449.220000 sec): 3 clusters
  Score: Raw -339566.081481 + Penalty 2675.456627 = -336890.624854
  nChanged 1
		SP:Iteration 30Q (7449.230000 sec): 3 clusters
  Score: Raw -339566.333911 + Penalty 2675.456627 = -336890.877284
  nChanged 2
		SP:Iteration 31Q (7449.240000 sec): 3 clusters
  Score: Raw -339566.804567 + Penalty 2675.456627 = -336891.347940
  nChanged 6
		SP:Iteration 32Q (7449.240000 sec): 3 clusters
  Score: Raw -339567.958672 + Penalty 2675.456627 = -336892.502045
  nChanged 3
		SP:Iteration 33Q (7449.260000 sec): 3 clusters
  Score: Raw -339568.872765 + Penalty 2675.456627 = -336893.416138
  nChanged 5
		SP:Iteration 34Q (7449.260000 sec): 3 clusters
  Score: Raw -339569.990388 + Penalty 2675.456627 = -336894.533762
  nChanged 2
		SP:Iteration 35Q (7449.270000 sec): 3 clusters
  Score: Raw -339570.330966 + Penalty 2675.456627 = -336894.874339
  nChanged 1
		SP:Iteration 36Q (7449.280000 sec): 3 clusters
  Score: Raw -339570.921961 + Penalty 2675.456627 = -336895.465334
  nChanged 4
		SP:Iteration 37Q (7449.290000 sec): 3 clusters
  Score: Raw -339572.510425 + Penalty 2675.456627 = -336897.053799
  nChanged 6
		SP:Iteration 38Q (7449.300000 sec): 3 clusters
  Score: Raw -339574.715596 + Penalty 2675.456627 = -336899.258969
  nChanged 6
		SP:Iteration 39Q (7449.310000 sec): 3 clusters
  Score: Raw -339576.944911 + Penalty 2675.456627 = -336901.488284
  nChanged 5
		SP:Iteration 40F (7449.320000 sec): 3 clusters
  Score: Raw -339578.196330 + Penalty 2675.456627 = -336902.739703
  nChanged 4
		SP:Iteration 41Q (7449.320000 sec): 3 clusters
  Score: Raw -339579.749883 + Penalty 2675.456627 = -336904.293256
  nChanged 9
		SP:Iteration 42Q (7449.330000 sec): 3 clusters
  Score: Raw -339582.593813 + Penalty 2675.456627 = -336907.137187
  nChanged 9
		SP:Iteration 43Q (7449.340000 sec): 3 clusters
  Score: Raw -339585.967960 + Penalty 2675.456627 = -336910.511333
  nChanged 15
		SP:Iteration 44Q (7449.350000 sec): 3 clusters
  Score: Raw -339590.086638 + Penalty 2675.456627 = -336914.630011
  nChanged 10
		SP:Iteration 45Q (7449.360000 sec): 3 clusters
  Score: Raw -339593.011107 + Penalty 2675.456627 = -336917.554481
  nChanged 10
		SP:Iteration 46Q (7449.370000 sec): 3 clusters
  Score: Raw -339595.954244 + Penalty 2675.456627 = -336920.497617
  nChanged 7
		SP:Iteration 47Q (7449.380000 sec): 3 clusters
  Score: Raw -339598.289278 + Penalty 2675.456627 = -336922.832651
  nChanged 4
		SP:Iteration 48Q (7449.380000 sec): 3 clusters
  Score: Raw -339599.599128 + Penalty 2675.456627 = -336924.142501
  nChanged 8
		SP:Iteration 49Q (7449.390000 sec): 3 clusters
  Score: Raw -339601.217891 + Penalty 2675.456627 = -336925.761264
  nChanged 7
		SP:Iteration 50Q (7449.400000 sec): 3 clusters
  Score: Raw -339603.238319 + Penalty 2675.456627 = -336927.781692
  nChanged 9
		SP:Iteration 51Q (7449.410000 sec): 3 clusters
  Score: Raw -339605.226643 + Penalty 2675.456627 = -336929.770016
  nChanged 11
		SP:Iteration 52Q (7449.420000 sec): 3 clusters
  Score: Raw -339608.356890 + Penalty 2675.456627 = -336932.900263
  nChanged 8
		SP:Iteration 53Q (7449.430000 sec): 3 clusters
  Score: Raw -339610.250251 + Penalty 2675.456627 = -336934.793624
  nChanged 7
		SP:Iteration 54Q (7449.440000 sec): 3 clusters
  Score: Raw -339611.242216 + Penalty 2675.456627 = -336935.785590
  nChanged 3
		SP:Iteration 55Q (7449.440000 sec): 3 clusters
  Score: Raw -339612.088393 + Penalty 2675.456627 = -336936.631766
  nChanged 3
		SP:Iteration 56Q (7449.450000 sec): 3 clusters
  Score: Raw -339613.121342 + Penalty 2675.456627 = -336937.664715
  nChanged 7
		SP:Iteration 57Q (7449.460000 sec): 3 clusters
  Score: Raw -339614.853928 + Penalty 2675.456627 = -336939.397301
  nChanged 11
		SP:Iteration 58Q (7449.470000 sec): 3 clusters
  Score: Raw -339618.117750 + Penalty 2675.456627 = -336942.661123
  nChanged 13
		SP:Iteration 59Q (7449.480000 sec): 3 clusters
  Score: Raw -339623.148966 + Penalty 2675.456627 = -336947.692339
  nChanged 11
		SP:Iteration 60F (7449.490000 sec): 3 clusters
  Score: Raw -339625.987621 + Penalty 2675.456627 = -336950.530994
  nChanged 6
		SP:Iteration 61Q (7449.500000 sec): 3 clusters
  Score: Raw -339626.925816 + Penalty 2675.456627 = -336951.469189
  nChanged 2
		SP:Iteration 62Q (7449.500000 sec): 3 clusters
  Score: Raw -339627.166863 + Penalty 2675.456627 = -336951.710236
  nChanged 0
		SP:Iteration 63F (7449.510000 sec): 3 clusters
  Score: Raw -339627.166863 + Penalty 2675.456627 = -336951.710236
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7449.520000 sec): 2 clusters
  Score: Raw -75867.834030 + Penalty 1082.343462 = -74785.490568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7449.520000 sec): 3 clusters
  Score: Raw -75686.194857 + Penalty 2164.686924 = -73521.507933
  nChanged 198
		SP:Iteration 1F (7449.520000 sec): 3 clusters
  Score: Raw -75916.536956 + Penalty 2164.686924 = -73751.850032
  nChanged 40
		SP:Iteration 2F (7449.520000 sec): 3 clusters
  Score: Raw -75971.123047 + Penalty 2164.686924 = -73806.436124
  nChanged 26
		SP:Iteration 3Q (7449.530000 sec): 3 clusters
  Score: Raw -76005.941110 + Penalty 2164.686924 = -73841.254186
  nChanged 20
		SP:Iteration 4Q (7449.530000 sec): 3 clusters
  Score: Raw -76035.461683 + Penalty 2164.686924 = -73870.774759
  nChanged 14
		SP:Iteration 5Q (7449.530000 sec): 3 clusters
  Score: Raw -76059.668879 + Penalty 2164.686924 = -73894.981955
  nChanged 12
		SP:Iteration 6Q (7449.530000 sec): 3 clusters
  Score: Raw -76075.737331 + Penalty 2164.686924 = -73911.050407
  nChanged 13
		SP:Iteration 7Q (7449.530000 sec): 3 clusters
  Score: Raw -76093.856359 + Penalty 2164.686924 = -73929.169435
  nChanged 10
		SP:Iteration 8Q (7449.540000 sec): 3 clusters
  Score: Raw -76107.163239 + Penalty 2164.686924 = -73942.476315
  nChanged 8
		SP:Iteration 9Q (7449.540000 sec): 3 clusters
  Score: Raw -76119.873289 + Penalty 2164.686924 = -73955.186365
  nChanged 7
		SP:Iteration 10Q (7449.540000 sec): 3 clusters
  Score: Raw -76128.502917 + Penalty 2164.686924 = -73963.815993
  nChanged 3
		SP:Iteration 11Q (7449.540000 sec): 3 clusters
  Score: Raw -76131.668802 + Penalty 2164.686924 = -73966.981878
  nChanged 1
		SP:Iteration 12Q (7449.540000 sec): 3 clusters
  Score: Raw -76132.979241 + Penalty 2164.686924 = -73968.292317
  nChanged 0
		SP:Iteration 13F (7449.540000 sec): 3 clusters
  Score: Raw -76132.979241 + Penalty 2164.686924 = -73968.292317
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (3871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7449.560000 sec): 2 clusters
  Score: Raw -396966.644140 + Penalty 1342.456074 = -395624.188065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7449.570000 sec): 3 clusters
  Score: Raw -395038.107583 + Penalty 2684.912149 = -392353.195434
  nChanged 1559
		SP:Iteration 1F (7449.580000 sec): 3 clusters
  Score: Raw -395981.339112 + Penalty 2684.912149 = -393296.426963
  nChanged 323
		SP:Iteration 2F (7449.580000 sec): 3 clusters
  Score: Raw -396230.214487 + Penalty 2684.912149 = -393545.302338
  nChanged 260
		SP:Iteration 3F (7449.600000 sec): 3 clusters
  Score: Raw -396410.111311 + Penalty 2684.912149 = -393725.199162
  nChanged 186
		SP:Iteration 4Q (7449.600000 sec): 3 clusters
  Score: Raw -396515.191057 + Penalty 2684.912149 = -393830.278908
  nChanged 141
		SP:Iteration 5Q (7449.610000 sec): 3 clusters
  Score: Raw -396590.550155 + Penalty 2684.912149 = -393905.638006
  nChanged 114
		SP:Iteration 6Q (7449.620000 sec): 3 clusters
  Score: Raw -396648.151818 + Penalty 2684.912149 = -393963.239669
  nChanged 88
		SP:Iteration 7Q (7449.630000 sec): 3 clusters
  Score: Raw -396693.025906 + Penalty 2684.912149 = -394008.113757
  nChanged 87
		SP:Iteration 8Q (7449.640000 sec): 3 clusters
  Score: Raw -396734.976128 + Penalty 2684.912149 = -394050.063979
  nChanged 86
		SP:Iteration 9Q (7449.650000 sec): 3 clusters
  Score: Raw -396782.262318 + Penalty 2684.912149 = -394097.350169
  nChanged 77
		SP:Iteration 10Q (7449.660000 sec): 3 clusters
  Score: Raw -396824.574310 + Penalty 2684.912149 = -394139.662161
  nChanged 59
		SP:Iteration 11Q (7449.670000 sec): 3 clusters
  Score: Raw -396855.767119 + Penalty 2684.912149 = -394170.854970
  nChanged 48
		SP:Iteration 12Q (7449.680000 sec): 3 clusters
  Score: Raw -396879.771396 + Penalty 2684.912149 = -394194.859247
  nChanged 51
		SP:Iteration 13Q (7449.680000 sec): 3 clusters
  Score: Raw -396905.443342 + Penalty 2684.912149 = -394220.531194
  nChanged 49
		SP:Iteration 14Q (7449.690000 sec): 3 clusters
  Score: Raw -396932.554381 + Penalty 2684.912149 = -394247.642232
  nChanged 42
		SP:Iteration 15Q (7449.700000 sec): 3 clusters
  Score: Raw -396954.342747 + Penalty 2684.912149 = -394269.430598
  nChanged 34
		SP:Iteration 16Q (7449.710000 sec): 3 clusters
  Score: Raw -396971.457970 + Penalty 2684.912149 = -394286.545821
  nChanged 32
		SP:Iteration 17Q (7449.720000 sec): 3 clusters
  Score: Raw -396991.116744 + Penalty 2684.912149 = -394306.204595
  nChanged 31
		SP:Iteration 18Q (7449.730000 sec): 3 clusters
  Score: Raw -397007.635009 + Penalty 2684.912149 = -394322.722860
  nChanged 27
		SP:Iteration 19Q (7449.740000 sec): 3 clusters
  Score: Raw -397022.802181 + Penalty 2684.912149 = -394337.890032
  nChanged 15
		SP:Iteration 20F (7449.740000 sec): 3 clusters
  Score: Raw -397030.701290 + Penalty 2684.912149 = -394345.789141
  nChanged 10
		SP:Iteration 21Q (7449.760000 sec): 3 clusters
  Score: Raw -397034.982838 + Penalty 2684.912149 = -394350.070689
  nChanged 7
		SP:Iteration 22Q (7449.760000 sec): 3 clusters
  Score: Raw -397038.318409 + Penalty 2684.912149 = -394353.406260
  nChanged 8
		SP:Iteration 23Q (7449.770000 sec): 3 clusters
  Score: Raw -397043.088685 + Penalty 2684.912149 = -394358.176536
  nChanged 6
		SP:Iteration 24Q (7449.780000 sec): 3 clusters
  Score: Raw -397045.833816 + Penalty 2684.912149 = -394360.921667
  nChanged 5
		SP:Iteration 25Q (7449.790000 sec): 3 clusters
  Score: Raw -397049.384224 + Penalty 2684.912149 = -394364.472075
  nChanged 5
		SP:Iteration 26Q (7449.800000 sec): 3 clusters
  Score: Raw -397052.473845 + Penalty 2684.912149 = -394367.561696
  nChanged 10
		SP:Iteration 27Q (7449.810000 sec): 3 clusters
  Score: Raw -397058.558345 + Penalty 2684.912149 = -394373.646196
  nChanged 14
		SP:Iteration 28Q (7449.820000 sec): 3 clusters
  Score: Raw -397069.899512 + Penalty 2684.912149 = -394384.987363
  nChanged 9
		SP:Iteration 29Q (7449.820000 sec): 3 clusters
  Score: Raw -397078.675909 + Penalty 2684.912149 = -394393.763760
  nChanged 17
		SP:Iteration 30Q (7449.830000 sec): 3 clusters
  Score: Raw -397089.927618 + Penalty 2684.912149 = -394405.015469
  nChanged 9
		SP:Iteration 31Q (7449.840000 sec): 3 clusters
  Score: Raw -397095.447946 + Penalty 2684.912149 = -394410.535798
  nChanged 6
		SP:Iteration 32Q (7449.850000 sec): 3 clusters
  Score: Raw -397100.161629 + Penalty 2684.912149 = -394415.249480
  nChanged 8
		SP:Iteration 33Q (7449.860000 sec): 3 clusters
  Score: Raw -397105.135061 + Penalty 2684.912149 = -394420.222912
  nChanged 6
		SP:Iteration 34Q (7449.860000 sec): 3 clusters
  Score: Raw -397108.810561 + Penalty 2684.912149 = -394423.898412
  nChanged 8
		SP:Iteration 35Q (7449.870000 sec): 3 clusters
  Score: Raw -397114.214802 + Penalty 2684.912149 = -394429.302653
  nChanged 8
		SP:Iteration 36Q (7449.880000 sec): 3 clusters
  Score: Raw -397118.217924 + Penalty 2684.912149 = -394433.305775
  nChanged 5
		SP:Iteration 37Q (7449.890000 sec): 3 clusters
  Score: Raw -397121.031437 + Penalty 2684.912149 = -394436.119288
  nChanged 8
		SP:Iteration 38Q (7449.900000 sec): 3 clusters
  Score: Raw -397126.170018 + Penalty 2684.912149 = -394441.257869
  nChanged 8
		SP:Iteration 39Q (7449.900000 sec): 3 clusters
  Score: Raw -397130.148408 + Penalty 2684.912149 = -394445.236259
  nChanged 4
		SP:Iteration 40F (7449.920000 sec): 3 clusters
  Score: Raw -397133.139235 + Penalty 2684.912149 = -394448.227086
  nChanged 4
		SP:Iteration 41Q (7449.920000 sec): 3 clusters
  Score: Raw -397137.072996 + Penalty 2684.912149 = -394452.160847
  nChanged 9
		SP:Iteration 42Q (7449.930000 sec): 3 clusters
  Score: Raw -397143.880157 + Penalty 2684.912149 = -394458.968008
  nChanged 7
		SP:Iteration 43Q (7449.940000 sec): 3 clusters
  Score: Raw -397147.386137 + Penalty 2684.912149 = -394462.473988
  nChanged 2
		SP:Iteration 44Q (7449.950000 sec): 3 clusters
  Score: Raw -397148.460163 + Penalty 2684.912149 = -394463.548014
  nChanged 3
		SP:Iteration 45Q (7449.960000 sec): 3 clusters
  Score: Raw -397149.795810 + Penalty 2684.912149 = -394464.883661
  nChanged 2
		SP:Iteration 46Q (7449.960000 sec): 3 clusters
  Score: Raw -397150.101080 + Penalty 2684.912149 = -394465.188931
  nChanged 1
		SP:Iteration 47Q (7449.970000 sec): 3 clusters
  Score: Raw -397150.459112 + Penalty 2684.912149 = -394465.546964
  nChanged 0
		SP:Iteration 48F (7449.980000 sec): 3 clusters
  Score: Raw -397150.459112 + Penalty 2684.912149 = -394465.546964
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7449.990000 sec): 2 clusters
  Score: Raw -107299.800550 + Penalty 1151.866427 = -106147.934124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7449.990000 sec): 3 clusters
  Score: Raw -106888.102785 + Penalty 2303.732853 = -104584.369932
  nChanged 372
		SP:Iteration 1F (7449.990000 sec): 3 clusters
  Score: Raw -107223.893837 + Penalty 2303.732853 = -104920.160984
  nChanged 107
		SP:Iteration 2F (7450.000000 sec): 3 clusters
  Score: Raw -107340.305769 + Penalty 2303.732853 = -105036.572916
  nChanged 57
		SP:Iteration 3Q (7450.000000 sec): 3 clusters
  Score: Raw -107398.863494 + Penalty 2303.732853 = -105095.130641
  nChanged 32
		SP:Iteration 4Q (7450.000000 sec): 3 clusters
  Score: Raw -107432.098240 + Penalty 2303.732853 = -105128.365387
  nChanged 33
		SP:Iteration 5Q (7450.000000 sec): 3 clusters
  Score: Raw -107461.453641 + Penalty 2303.732853 = -105157.720788
  nChanged 26
		SP:Iteration 6Q (7450.010000 sec): 3 clusters
  Score: Raw -107485.185971 + Penalty 2303.732853 = -105181.453118
  nChanged 15
		SP:Iteration 7Q (7450.010000 sec): 3 clusters
  Score: Raw -107504.307162 + Penalty 2303.732853 = -105200.574309
  nChanged 16
		SP:Iteration 8Q (7450.010000 sec): 3 clusters
  Score: Raw -107520.722059 + Penalty 2303.732853 = -105216.989206
  nChanged 10
		SP:Iteration 9Q (7450.020000 sec): 3 clusters
  Score: Raw -107535.834703 + Penalty 2303.732853 = -105232.101849
  nChanged 17
		SP:Iteration 10Q (7450.020000 sec): 3 clusters
  Score: Raw -107571.754667 + Penalty 2303.732853 = -105268.021814
  nChanged 19
		SP:Iteration 11Q (7450.020000 sec): 3 clusters
  Score: Raw -107621.283387 + Penalty 2303.732853 = -105317.550534
  nChanged 23
		SP:Iteration 12Q (7450.020000 sec): 3 clusters
  Score: Raw -107676.274814 + Penalty 2303.732853 = -105372.541961
  nChanged 23
		SP:Iteration 13Q (7450.030000 sec): 3 clusters
  Score: Raw -107709.605102 + Penalty 2303.732853 = -105405.872249
  nChanged 24
		SP:Iteration 14Q (7450.030000 sec): 3 clusters
  Score: Raw -107732.370900 + Penalty 2303.732853 = -105428.638047
  nChanged 16
		SP:Iteration 15Q (7450.030000 sec): 3 clusters
  Score: Raw -107748.241051 + Penalty 2303.732853 = -105444.508198
  nChanged 11
		SP:Iteration 16Q (7450.040000 sec): 3 clusters
  Score: Raw -107759.200949 + Penalty 2303.732853 = -105455.468096
  nChanged 10
		SP:Iteration 17Q (7450.040000 sec): 3 clusters
  Score: Raw -107770.053083 + Penalty 2303.732853 = -105466.320230
  nChanged 9
		SP:Iteration 18Q (7450.040000 sec): 3 clusters
  Score: Raw -107781.442861 + Penalty 2303.732853 = -105477.710008
  nChanged 10
		SP:Iteration 19Q (7450.040000 sec): 3 clusters
  Score: Raw -107796.183711 + Penalty 2303.732853 = -105492.450858
  nChanged 10
		SP:Iteration 20F (7450.040000 sec): 3 clusters
  Score: Raw -107809.139194 + Penalty 2303.732853 = -105505.406341
  nChanged 9
		SP:Iteration 21Q (7450.050000 sec): 3 clusters
  Score: Raw -107820.367434 + Penalty 2303.732853 = -105516.634581
  nChanged 10
		SP:Iteration 22Q (7450.050000 sec): 3 clusters
  Score: Raw -107832.950142 + Penalty 2303.732853 = -105529.217289
  nChanged 9
		SP:Iteration 23Q (7450.050000 sec): 3 clusters
  Score: Raw -107844.339393 + Penalty 2303.732853 = -105540.606540
  nChanged 11
		SP:Iteration 24Q (7450.060000 sec): 3 clusters
  Score: Raw -107861.340752 + Penalty 2303.732853 = -105557.607899
  nChanged 14
		SP:Iteration 25Q (7450.060000 sec): 3 clusters
  Score: Raw -107887.222605 + Penalty 2303.732853 = -105583.489752
  nChanged 16
		SP:Iteration 26Q (7450.060000 sec): 3 clusters
  Score: Raw -107910.566071 + Penalty 2303.732853 = -105606.833218
  nChanged 12
		SP:Iteration 27Q (7450.060000 sec): 3 clusters
  Score: Raw -107926.715687 + Penalty 2303.732853 = -105622.982834
  nChanged 7
		SP:Iteration 28Q (7450.070000 sec): 3 clusters
  Score: Raw -107935.930378 + Penalty 2303.732853 = -105632.197525
  nChanged 10
		SP:Iteration 29Q (7450.070000 sec): 3 clusters
  Score: Raw -107947.955345 + Penalty 2303.732853 = -105644.222492
  nChanged 4
		SP:Iteration 30Q (7450.070000 sec): 3 clusters
  Score: Raw -107952.601119 + Penalty 2303.732853 = -105648.868266
  nChanged 0
		SP:Iteration 31F (7450.070000 sec): 3 clusters
  Score: Raw -107952.601119 + Penalty 2303.732853 = -105648.868266
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7450.090000 sec): 2 clusters
  Score: Raw -398490.733391 + Penalty 1352.072819 = -397138.660573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7450.100000 sec): 3 clusters
  Score: Raw -396434.806230 + Penalty 2704.145637 = -393730.660592
  nChanged 1646
		SP:Iteration 1F (7450.110000 sec): 3 clusters
  Score: Raw -397508.782719 + Penalty 2704.145637 = -394804.637082
  nChanged 385
		SP:Iteration 2F (7450.120000 sec): 3 clusters
  Score: Raw -397859.349515 + Penalty 2704.145637 = -395155.203878
  nChanged 346
		SP:Iteration 3F (7450.130000 sec): 3 clusters
  Score: Raw -398175.444845 + Penalty 2704.145637 = -395471.299208
  nChanged 296
		SP:Iteration 4F (7450.140000 sec): 3 clusters
  Score: Raw -398453.476513 + Penalty 2704.145637 = -395749.330876
  nChanged 250
		SP:Iteration 5F (7450.150000 sec): 3 clusters
  Score: Raw -398651.795793 + Penalty 2704.145637 = -395947.650156
  nChanged 180
		SP:Iteration 6Q (7450.160000 sec): 3 clusters
  Score: Raw -398810.533844 + Penalty 2704.145637 = -396106.388207
  nChanged 164
		SP:Iteration 7Q (7450.160000 sec): 3 clusters
  Score: Raw -398957.373444 + Penalty 2704.145637 = -396253.227807
  nChanged 117
		SP:Iteration 8Q (7450.180000 sec): 3 clusters
  Score: Raw -399064.427908 + Penalty 2704.145637 = -396360.282271
  nChanged 79
		SP:Iteration 9Q (7450.180000 sec): 3 clusters
  Score: Raw -399124.836343 + Penalty 2704.145637 = -396420.690706
  nChanged 43
		SP:Iteration 10Q (7450.190000 sec): 3 clusters
  Score: Raw -399153.596557 + Penalty 2704.145637 = -396449.450920
  nChanged 28
		SP:Iteration 11Q (7450.200000 sec): 3 clusters
  Score: Raw -399167.838428 + Penalty 2704.145637 = -396463.692791
  nChanged 14
		SP:Iteration 12Q (7450.210000 sec): 3 clusters
  Score: Raw -399175.192823 + Penalty 2704.145637 = -396471.047186
  nChanged 14
		SP:Iteration 13Q (7450.220000 sec): 3 clusters
  Score: Raw -399181.484278 + Penalty 2704.145637 = -396477.338641
  nChanged 9
		SP:Iteration 14Q (7450.230000 sec): 3 clusters
  Score: Raw -399186.057446 + Penalty 2704.145637 = -396481.911809
  nChanged 5
		SP:Iteration 15Q (7450.240000 sec): 3 clusters
  Score: Raw -399189.093981 + Penalty 2704.145637 = -396484.948344
  nChanged 6
		SP:Iteration 16Q (7450.250000 sec): 3 clusters
  Score: Raw -399192.330108 + Penalty 2704.145637 = -396488.184471
  nChanged 6
		SP:Iteration 17Q (7450.260000 sec): 3 clusters
  Score: Raw -399196.592784 + Penalty 2704.145637 = -396492.447146
  nChanged 9
		SP:Iteration 18Q (7450.260000 sec): 3 clusters
  Score: Raw -399201.486371 + Penalty 2704.145637 = -396497.340734
  nChanged 5
		SP:Iteration 19Q (7450.270000 sec): 3 clusters
  Score: Raw -399204.469053 + Penalty 2704.145637 = -396500.323416
  nChanged 3
		SP:Iteration 20F (7450.280000 sec): 3 clusters
  Score: Raw -399206.092522 + Penalty 2704.145637 = -396501.946885
  nChanged 1
		SP:Iteration 21Q (7450.290000 sec): 3 clusters
  Score: Raw -399206.413703 + Penalty 2704.145637 = -396502.268066
  nChanged 0
		SP:Iteration 22F (7450.300000 sec): 3 clusters
  Score: Raw -399206.413703 + Penalty 2704.145637 = -396502.268066
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7450.350000 sec): 2 clusters
  Score: Raw -1650122.168094 + Penalty 1577.750705 = -1648544.417390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7450.390000 sec): 3 clusters
  Score: Raw -1640435.962292 + Penalty 3155.501409 = -1637280.460883
  nChanged 7370
		SP:Iteration 1F (7450.430000 sec): 3 clusters
  Score: Raw -1644369.176180 + Penalty 3155.501409 = -1641213.674771
  nChanged 909
		SP:Iteration 2F (7450.470000 sec): 3 clusters
  Score: Raw -1644763.191885 + Penalty 3155.501409 = -1641607.690476
  nChanged 890
		SP:Iteration 3F (7450.510000 sec): 3 clusters
  Score: Raw -1645134.696564 + Penalty 3155.501409 = -1641979.195155
  nChanged 837
		SP:Iteration 4F (7450.550000 sec): 3 clusters
  Score: Raw -1645492.603644 + Penalty 3155.501409 = -1642337.102235
  nChanged 891
		SP:Iteration 5F (7450.590000 sec): 3 clusters
  Score: Raw -1645936.559802 + Penalty 3155.501409 = -1642781.058393
  nChanged 926
		SP:Iteration 6F (7450.630000 sec): 3 clusters
  Score: Raw -1646451.594396 + Penalty 3155.501409 = -1643296.092987
  nChanged 932
		SP:Iteration 7F (7450.670000 sec): 3 clusters
  Score: Raw -1647006.548482 + Penalty 3155.501409 = -1643851.047073
  nChanged 924
		SP:Iteration 8F (7450.710000 sec): 3 clusters
  Score: Raw -1647601.719319 + Penalty 3155.501409 = -1644446.217910
  nChanged 870
		SP:Iteration 9F (7450.750000 sec): 3 clusters
  Score: Raw -1648184.378881 + Penalty 3155.501409 = -1645028.877472
  nChanged 768
		SP:Iteration 10Q (7450.790000 sec): 3 clusters
  Score: Raw -1648701.991825 + Penalty 3155.501409 = -1645546.490416
  nChanged 644
		SP:Iteration 11Q (7450.830000 sec): 3 clusters
  Score: Raw -1649142.742164 + Penalty 3155.501409 = -1645987.240755
  nChanged 504
		SP:Iteration 12Q (7450.870000 sec): 3 clusters
  Score: Raw -1649464.929670 + Penalty 3155.501409 = -1646309.428261
  nChanged 369
		SP:Iteration 13Q (7450.910000 sec): 3 clusters
  Score: Raw -1649709.811815 + Penalty 3155.501409 = -1646554.310406
  nChanged 282
		SP:Iteration 14Q (7450.950000 sec): 3 clusters
  Score: Raw -1649890.435418 + Penalty 3155.501409 = -1646734.934009
  nChanged 179
		SP:Iteration 15Q (7450.990000 sec): 3 clusters
  Score: Raw -1650007.140973 + Penalty 3155.501409 = -1646851.639564
  nChanged 123
		SP:Iteration 16Q (7451.030000 sec): 3 clusters
  Score: Raw -1650088.586135 + Penalty 3155.501409 = -1646933.084726
  nChanged 104
		SP:Iteration 17Q (7451.060000 sec): 3 clusters
  Score: Raw -1650165.235860 + Penalty 3155.501409 = -1647009.734451
  nChanged 70
		SP:Iteration 18Q (7451.100000 sec): 3 clusters
  Score: Raw -1650211.997364 + Penalty 3155.501409 = -1647056.495955
  nChanged 46
		SP:Iteration 19Q (7451.130000 sec): 3 clusters
  Score: Raw -1650244.950605 + Penalty 3155.501409 = -1647089.449196
  nChanged 47
		SP:Iteration 20F (7451.170000 sec): 3 clusters
  Score: Raw -1650286.898459 + Penalty 3155.501409 = -1647131.397050
  nChanged 34
		SP:Iteration 21Q (7451.210000 sec): 3 clusters
  Score: Raw -1650314.573000 + Penalty 3155.501409 = -1647159.071591
  nChanged 29
		SP:Iteration 22Q (7451.240000 sec): 3 clusters
  Score: Raw -1650334.370890 + Penalty 3155.501409 = -1647178.869480
  nChanged 17
		SP:Iteration 23Q (7451.270000 sec): 3 clusters
  Score: Raw -1650346.286210 + Penalty 3155.501409 = -1647190.784801
  nChanged 11
		SP:Iteration 24Q (7451.300000 sec): 3 clusters
  Score: Raw -1650352.439680 + Penalty 3155.501409 = -1647196.938271
  nChanged 12
		SP:Iteration 25Q (7451.340000 sec): 3 clusters
  Score: Raw -1650358.802788 + Penalty 3155.501409 = -1647203.301379
  nChanged 8
		SP:Iteration 26Q (7451.370000 sec): 3 clusters
  Score: Raw -1650365.219226 + Penalty 3155.501409 = -1647209.717817
  nChanged 4
		SP:Iteration 27Q (7451.400000 sec): 3 clusters
  Score: Raw -1650366.900800 + Penalty 3155.501409 = -1647211.399391
  nChanged 3
		SP:Iteration 28Q (7451.430000 sec): 3 clusters
  Score: Raw -1650369.386813 + Penalty 3155.501409 = -1647213.885404
  nChanged 2
		SP:Iteration 29Q (7451.460000 sec): 3 clusters
  Score: Raw -1650370.756559 + Penalty 3155.501409 = -1647215.255150
  nChanged 2
		SP:Iteration 30Q (7451.500000 sec): 3 clusters
  Score: Raw -1650371.986077 + Penalty 3155.501409 = -1647216.484668
  nChanged 1
		SP:Iteration 31Q (7451.530000 sec): 3 clusters
  Score: Raw -1650372.815429 + Penalty 3155.501409 = -1647217.314020
  nChanged 0
		SP:Iteration 32F (7451.570000 sec): 3 clusters
  Score: Raw -1650372.815429 + Penalty 3155.501409 = -1647217.314020
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7451.580000 sec): 2 clusters
  Score: Raw -188842.638368 + Penalty 1228.597689 = -187614.040679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7451.590000 sec): 3 clusters
  Score: Raw -188039.835499 + Penalty 2457.195378 = -185582.640121
  nChanged 682
		SP:Iteration 1F (7451.600000 sec): 3 clusters
  Score: Raw -188510.695036 + Penalty 2457.195378 = -186053.499658
  nChanged 145
		SP:Iteration 2F (7451.600000 sec): 3 clusters
  Score: Raw -188629.750368 + Penalty 2457.195378 = -186172.554990
  nChanged 93
		SP:Iteration 3Q (7451.600000 sec): 3 clusters
  Score: Raw -188705.191067 + Penalty 2457.195378 = -186247.995689
  nChanged 72
		SP:Iteration 4Q (7451.610000 sec): 3 clusters
  Score: Raw -188765.416884 + Penalty 2457.195378 = -186308.221506
  nChanged 60
		SP:Iteration 5Q (7451.610000 sec): 3 clusters
  Score: Raw -188811.769071 + Penalty 2457.195378 = -186354.573693
  nChanged 53
		SP:Iteration 6Q (7451.620000 sec): 3 clusters
  Score: Raw -188853.422287 + Penalty 2457.195378 = -186396.226910
  nChanged 49
		SP:Iteration 7Q (7451.620000 sec): 3 clusters
  Score: Raw -188895.087906 + Penalty 2457.195378 = -186437.892528
  nChanged 31
		SP:Iteration 8Q (7451.630000 sec): 3 clusters
  Score: Raw -188925.761326 + Penalty 2457.195378 = -186468.565948
  nChanged 38
		SP:Iteration 9Q (7451.630000 sec): 3 clusters
  Score: Raw -188968.491258 + Penalty 2457.195378 = -186511.295880
  nChanged 42
		SP:Iteration 10Q (7451.640000 sec): 3 clusters
  Score: Raw -189015.864646 + Penalty 2457.195378 = -186558.669268
  nChanged 33
		SP:Iteration 11Q (7451.640000 sec): 3 clusters
  Score: Raw -189048.455974 + Penalty 2457.195378 = -186591.260596
  nChanged 27
		SP:Iteration 12Q (7451.640000 sec): 3 clusters
  Score: Raw -189070.472848 + Penalty 2457.195378 = -186613.277470
  nChanged 22
		SP:Iteration 13Q (7451.650000 sec): 3 clusters
  Score: Raw -189088.500464 + Penalty 2457.195378 = -186631.305086
  nChanged 19
		SP:Iteration 14Q (7451.650000 sec): 3 clusters
  Score: Raw -189105.617337 + Penalty 2457.195378 = -186648.421959
  nChanged 12
		SP:Iteration 15Q (7451.660000 sec): 3 clusters
  Score: Raw -189113.646216 + Penalty 2457.195378 = -186656.450839
  nChanged 12
		SP:Iteration 16Q (7451.660000 sec): 3 clusters
  Score: Raw -189123.086213 + Penalty 2457.195378 = -186665.890835
  nChanged 8
		SP:Iteration 17Q (7451.660000 sec): 3 clusters
  Score: Raw -189128.344239 + Penalty 2457.195378 = -186671.148861
  nChanged 5
		SP:Iteration 18Q (7451.670000 sec): 3 clusters
  Score: Raw -189131.621667 + Penalty 2457.195378 = -186674.426289
  nChanged 4
		SP:Iteration 19Q (7451.670000 sec): 3 clusters
  Score: Raw -189132.940927 + Penalty 2457.195378 = -186675.745549
  nChanged 1
		SP:Iteration 20F (7451.680000 sec): 3 clusters
  Score: Raw -189134.316336 + Penalty 2457.195378 = -186677.120958
  nChanged 4
		SP:Iteration 21Q (7451.680000 sec): 3 clusters
  Score: Raw -189139.582379 + Penalty 2457.195378 = -186682.387001
  nChanged 5
		SP:Iteration 22Q (7451.680000 sec): 3 clusters
  Score: Raw -189142.839374 + Penalty 2457.195378 = -186685.643996
  nChanged 2
		SP:Iteration 23Q (7451.690000 sec): 3 clusters
  Score: Raw -189144.011411 + Penalty 2457.195378 = -186686.816033
  nChanged 1
		SP:Iteration 24Q (7451.690000 sec): 3 clusters
  Score: Raw -189144.295480 + Penalty 2457.195378 = -186687.100102
  nChanged 1
		SP:Iteration 25Q (7451.700000 sec): 3 clusters
  Score: Raw -189144.564862 + Penalty 2457.195378 = -186687.369484
  nChanged 0
		SP:Iteration 26F (7451.700000 sec): 3 clusters
  Score: Raw -189144.564862 + Penalty 2457.195378 = -186687.369484
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7451.710000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7451.710000 sec): 3 clusters
  Score: Raw -65561.209320 + Penalty 2131.414286 = -63429.795035
  nChanged 193
		SP:Iteration 1F (7451.710000 sec): 3 clusters
  Score: Raw -65853.057250 + Penalty 2131.414286 = -63721.642964
  nChanged 52
		SP:Iteration 2F (7451.710000 sec): 3 clusters
  Score: Raw -65930.143363 + Penalty 2131.414286 = -63798.729077
  nChanged 21
		SP:Iteration 3Q (7451.720000 sec): 3 clusters
  Score: Raw -65964.397916 + Penalty 2131.414286 = -63832.983630
  nChanged 21
		SP:Iteration 4Q (7451.720000 sec): 3 clusters
  Score: Raw -65991.858872 + Penalty 2131.414286 = -63860.444586
  nChanged 8
		SP:Iteration 5Q (7451.720000 sec): 3 clusters
  Score: Raw -66000.718848 + Penalty 2131.414286 = -63869.304562
  nChanged 9
		SP:Iteration 6Q (7451.720000 sec): 3 clusters
  Score: Raw -66017.974652 + Penalty 2131.414286 = -63886.560366
  nChanged 9
		SP:Iteration 7Q (7451.720000 sec): 3 clusters
  Score: Raw -66031.148061 + Penalty 2131.414286 = -63899.733775
  nChanged 11
		SP:Iteration 8Q (7451.720000 sec): 3 clusters
  Score: Raw -66047.070939 + Penalty 2131.414286 = -63915.656653
  nChanged 10
		SP:Iteration 9Q (7451.720000 sec): 3 clusters
  Score: Raw -66057.141827 + Penalty 2131.414286 = -63925.727541
  nChanged 6
		SP:Iteration 10Q (7451.720000 sec): 3 clusters
  Score: Raw -66069.127626 + Penalty 2131.414286 = -63937.713340
  nChanged 12
		SP:Iteration 11Q (7451.730000 sec): 3 clusters
  Score: Raw -66090.667458 + Penalty 2131.414286 = -63959.253172
  nChanged 16
		SP:Iteration 12Q (7451.730000 sec): 3 clusters
  Score: Raw -66113.140526 + Penalty 2131.414286 = -63981.726240
  nChanged 12
		SP:Iteration 13Q (7451.730000 sec): 3 clusters
  Score: Raw -66133.649737 + Penalty 2131.414286 = -64002.235451
  nChanged 11
		SP:Iteration 14Q (7451.730000 sec): 3 clusters
  Score: Raw -66155.336485 + Penalty 2131.414286 = -64023.922199
  nChanged 8
		SP:Iteration 15Q (7451.730000 sec): 3 clusters
  Score: Raw -66174.454544 + Penalty 2131.414286 = -64043.040258
  nChanged 7
		SP:Iteration 16Q (7451.740000 sec): 3 clusters
  Score: Raw -66190.388406 + Penalty 2131.414286 = -64058.974120
  nChanged 7
		SP:Iteration 17Q (7451.740000 sec): 3 clusters
  Score: Raw -66205.660410 + Penalty 2131.414286 = -64074.246124
  nChanged 2
		SP:Iteration 18Q (7451.740000 sec): 3 clusters
  Score: Raw -66206.973116 + Penalty 2131.414286 = -64075.558830
  nChanged 2
		SP:Iteration 19Q (7451.740000 sec): 3 clusters
  Score: Raw -66210.071305 + Penalty 2131.414286 = -64078.657019
  nChanged 3
		SP:Iteration 20F (7451.740000 sec): 3 clusters
  Score: Raw -66212.715635 + Penalty 2131.414286 = -64081.301349
  nChanged 1
		SP:Iteration 21Q (7451.740000 sec): 3 clusters
  Score: Raw -66213.661109 + Penalty 2131.414286 = -64082.246823
  nChanged 2
		SP:Iteration 22Q (7451.740000 sec): 3 clusters
  Score: Raw -66214.754289 + Penalty 2131.414286 = -64083.340003
  nChanged 1
		SP:Iteration 23Q (7451.740000 sec): 3 clusters
  Score: Raw -66215.541410 + Penalty 2131.414286 = -64084.127124
  nChanged 1
		SP:Iteration 24Q (7451.750000 sec): 3 clusters
  Score: Raw -66216.567984 + Penalty 2131.414286 = -64085.153698
  nChanged 0
		SP:Iteration 25F (7451.750000 sec): 3 clusters
  Score: Raw -66216.567984 + Penalty 2131.414286 = -64085.153698
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7451.760000 sec): 2 clusters
  Score: Raw -494289.240617 + Penalty 1379.094272 = -492910.146345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7451.780000 sec): 3 clusters
  Score: Raw -491779.562337 + Penalty 2758.188545 = -489021.373792
  nChanged 1974
		SP:Iteration 1F (7451.790000 sec): 3 clusters
  Score: Raw -492831.002420 + Penalty 2758.188545 = -490072.813875
  nChanged 324
		SP:Iteration 2F (7451.800000 sec): 3 clusters
  Score: Raw -493003.594910 + Penalty 2758.188545 = -490245.406365
  nChanged 242
		SP:Iteration 3Q (7451.810000 sec): 3 clusters
  Score: Raw -493120.573105 + Penalty 2758.188545 = -490362.384560
  nChanged 194
		SP:Iteration 4Q (7451.820000 sec): 3 clusters
  Score: Raw -493213.390350 + Penalty 2758.188545 = -490455.201805
  nChanged 164
		SP:Iteration 5Q (7451.830000 sec): 3 clusters
  Score: Raw -493300.566048 + Penalty 2758.188545 = -490542.377503
  nChanged 165
		SP:Iteration 6Q (7451.840000 sec): 3 clusters
  Score: Raw -493383.347038 + Penalty 2758.188545 = -490625.158493
  nChanged 167
		SP:Iteration 7Q (7451.860000 sec): 3 clusters
  Score: Raw -493473.830597 + Penalty 2758.188545 = -490715.642052
  nChanged 180
		SP:Iteration 8Q (7451.870000 sec): 3 clusters
  Score: Raw -493570.530324 + Penalty 2758.188545 = -490812.341780
  nChanged 195
		SP:Iteration 9Q (7451.880000 sec): 3 clusters
  Score: Raw -493680.592502 + Penalty 2758.188545 = -490922.403957
  nChanged 177
		SP:Iteration 10Q (7451.890000 sec): 3 clusters
  Score: Raw -493779.367850 + Penalty 2758.188545 = -491021.179305
  nChanged 155
		SP:Iteration 11Q (7451.900000 sec): 3 clusters
  Score: Raw -493869.274733 + Penalty 2758.188545 = -491111.086189
  nChanged 150
		SP:Iteration 12Q (7451.910000 sec): 3 clusters
  Score: Raw -493948.753720 + Penalty 2758.188545 = -491190.565175
  nChanged 128
		SP:Iteration 13Q (7451.920000 sec): 3 clusters
  Score: Raw -494017.013912 + Penalty 2758.188545 = -491258.825367
  nChanged 101
		SP:Iteration 14Q (7451.940000 sec): 3 clusters
  Score: Raw -494068.160313 + Penalty 2758.188545 = -491309.971768
  nChanged 93
		SP:Iteration 15Q (7451.950000 sec): 3 clusters
  Score: Raw -494109.461162 + Penalty 2758.188545 = -491351.272617
  nChanged 67
		SP:Iteration 16Q (7451.960000 sec): 3 clusters
  Score: Raw -494140.042609 + Penalty 2758.188545 = -491381.854064
  nChanged 69
		SP:Iteration 17Q (7451.970000 sec): 3 clusters
  Score: Raw -494168.784957 + Penalty 2758.188545 = -491410.596412
  nChanged 51
		SP:Iteration 18Q (7451.980000 sec): 3 clusters
  Score: Raw -494188.801057 + Penalty 2758.188545 = -491430.612512
  nChanged 51
		SP:Iteration 19Q (7451.990000 sec): 3 clusters
  Score: Raw -494208.018695 + Penalty 2758.188545 = -491449.830150
  nChanged 45
		SP:Iteration 20F (7452.000000 sec): 3 clusters
  Score: Raw -494225.930182 + Penalty 2758.188545 = -491467.741637
  nChanged 43
		SP:Iteration 21Q (7452.020000 sec): 3 clusters
  Score: Raw -494244.131330 + Penalty 2758.188545 = -491485.942785
  nChanged 43
		SP:Iteration 22Q (7452.020000 sec): 3 clusters
  Score: Raw -494263.365812 + Penalty 2758.188545 = -491505.177267
  nChanged 36
		SP:Iteration 23Q (7452.040000 sec): 3 clusters
  Score: Raw -494278.125196 + Penalty 2758.188545 = -491519.936651
  nChanged 24
		SP:Iteration 24Q (7452.050000 sec): 3 clusters
  Score: Raw -494288.809606 + Penalty 2758.188545 = -491530.621062
  nChanged 25
		SP:Iteration 25Q (7452.060000 sec): 3 clusters
  Score: Raw -494300.140073 + Penalty 2758.188545 = -491541.951528
  nChanged 15
		SP:Iteration 26Q (7452.070000 sec): 3 clusters
  Score: Raw -494306.895136 + Penalty 2758.188545 = -491548.706591
  nChanged 10
		SP:Iteration 27Q (7452.080000 sec): 3 clusters
  Score: Raw -494311.009709 + Penalty 2758.188545 = -491552.821164
  nChanged 16
		SP:Iteration 28Q (7452.090000 sec): 3 clusters
  Score: Raw -494318.499763 + Penalty 2758.188545 = -491560.311218
  nChanged 11
		SP:Iteration 29Q (7452.100000 sec): 3 clusters
  Score: Raw -494323.030441 + Penalty 2758.188545 = -491564.841896
  nChanged 13
		SP:Iteration 30Q (7452.120000 sec): 3 clusters
  Score: Raw -494327.743850 + Penalty 2758.188545 = -491569.555305
  nChanged 10
		SP:Iteration 31Q (7452.130000 sec): 3 clusters
  Score: Raw -494331.586213 + Penalty 2758.188545 = -491573.397668
  nChanged 11
		SP:Iteration 32Q (7452.140000 sec): 3 clusters
  Score: Raw -494336.929998 + Penalty 2758.188545 = -491578.741453
  nChanged 18
		SP:Iteration 33Q (7452.150000 sec): 3 clusters
  Score: Raw -494347.478796 + Penalty 2758.188545 = -491589.290251
  nChanged 21
		SP:Iteration 34Q (7452.160000 sec): 3 clusters
  Score: Raw -494358.236261 + Penalty 2758.188545 = -491600.047716
  nChanged 17
		SP:Iteration 35Q (7452.170000 sec): 3 clusters
  Score: Raw -494369.079414 + Penalty 2758.188545 = -491610.890870
  nChanged 20
		SP:Iteration 36Q (7452.180000 sec): 3 clusters
  Score: Raw -494381.579197 + Penalty 2758.188545 = -491623.390652
  nChanged 20
		SP:Iteration 37Q (7452.200000 sec): 3 clusters
  Score: Raw -494394.784406 + Penalty 2758.188545 = -491636.595862
  nChanged 19
		SP:Iteration 38Q (7452.200000 sec): 3 clusters
  Score: Raw -494406.991920 + Penalty 2758.188545 = -491648.803375
  nChanged 11
		SP:Iteration 39Q (7452.220000 sec): 3 clusters
  Score: Raw -494412.839055 + Penalty 2758.188545 = -491654.650510
  nChanged 12
		SP:Iteration 40F (7452.230000 sec): 3 clusters
  Score: Raw -494419.564631 + Penalty 2758.188545 = -491661.376086
  nChanged 9
		SP:Iteration 41Q (7452.240000 sec): 3 clusters
  Score: Raw -494423.405485 + Penalty 2758.188545 = -491665.216941
  nChanged 8
		SP:Iteration 42Q (7452.250000 sec): 3 clusters
  Score: Raw -494428.747747 + Penalty 2758.188545 = -491670.559202
  nChanged 9
		SP:Iteration 43Q (7452.260000 sec): 3 clusters
  Score: Raw -494434.332649 + Penalty 2758.188545 = -491676.144105
  nChanged 3
		SP:Iteration 44Q (7452.270000 sec): 3 clusters
  Score: Raw -494435.928036 + Penalty 2758.188545 = -491677.739491
  nChanged 7
		SP:Iteration 45Q (7452.280000 sec): 3 clusters
  Score: Raw -494439.194474 + Penalty 2758.188545 = -491681.005929
  nChanged 4
		SP:Iteration 46Q (7452.300000 sec): 3 clusters
  Score: Raw -494441.662139 + Penalty 2758.188545 = -491683.473594
  nChanged 6
		SP:Iteration 47Q (7452.310000 sec): 3 clusters
  Score: Raw -494444.301135 + Penalty 2758.188545 = -491686.112590
  nChanged 2
		SP:Iteration 48Q (7452.320000 sec): 3 clusters
  Score: Raw -494445.407445 + Penalty 2758.188545 = -491687.218900
  nChanged 5
		SP:Iteration 49Q (7452.330000 sec): 3 clusters
  Score: Raw -494446.761112 + Penalty 2758.188545 = -491688.572567
  nChanged 3
		SP:Iteration 50Q (7452.340000 sec): 3 clusters
  Score: Raw -494447.500298 + Penalty 2758.188545 = -491689.311754
  nChanged 2
		SP:Iteration 51Q (7452.350000 sec): 3 clusters
  Score: Raw -494448.132601 + Penalty 2758.188545 = -491689.944056
  nChanged 1
		SP:Iteration 52Q (7452.360000 sec): 3 clusters
  Score: Raw -494448.260633 + Penalty 2758.188545 = -491690.072089
  nChanged 0
		SP:Iteration 53F (7452.370000 sec): 3 clusters
  Score: Raw -494448.260633 + Penalty 2758.188545 = -491690.072089
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7452.380000 sec): 2 clusters
  Score: Raw -179888.466481 + Penalty 1213.354915 = -178675.111566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7452.380000 sec): 3 clusters
  Score: Raw -179163.735745 + Penalty 2426.709829 = -176737.025916
  nChanged 580
		SP:Iteration 1F (7452.390000 sec): 3 clusters
  Score: Raw -179563.260737 + Penalty 2426.709829 = -177136.550908
  nChanged 145
		SP:Iteration 2F (7452.390000 sec): 3 clusters
  Score: Raw -179661.791766 + Penalty 2426.709829 = -177235.081936
  nChanged 77
		SP:Iteration 3Q (7452.400000 sec): 3 clusters
  Score: Raw -179727.395661 + Penalty 2426.709829 = -177300.685832
  nChanged 47
		SP:Iteration 4Q (7452.400000 sec): 3 clusters
  Score: Raw -179759.949137 + Penalty 2426.709829 = -177333.239308
  nChanged 46
		SP:Iteration 5Q (7452.400000 sec): 3 clusters
  Score: Raw -179785.722380 + Penalty 2426.709829 = -177359.012550
  nChanged 31
		SP:Iteration 6Q (7452.410000 sec): 3 clusters
  Score: Raw -179802.231557 + Penalty 2426.709829 = -177375.521728
  nChanged 16
		SP:Iteration 7Q (7452.420000 sec): 3 clusters
  Score: Raw -179810.221719 + Penalty 2426.709829 = -177383.511890
  nChanged 12
		SP:Iteration 8Q (7452.420000 sec): 3 clusters
  Score: Raw -179814.062395 + Penalty 2426.709829 = -177387.352566
  nChanged 8
		SP:Iteration 9Q (7452.420000 sec): 3 clusters
  Score: Raw -179817.658825 + Penalty 2426.709829 = -177390.948996
  nChanged 7
		SP:Iteration 10Q (7452.430000 sec): 3 clusters
  Score: Raw -179820.408763 + Penalty 2426.709829 = -177393.698934
  nChanged 2
		SP:Iteration 11Q (7452.430000 sec): 3 clusters
  Score: Raw -179821.065093 + Penalty 2426.709829 = -177394.355264
  nChanged 3
		SP:Iteration 12Q (7452.440000 sec): 3 clusters
  Score: Raw -179822.185784 + Penalty 2426.709829 = -177395.475954
  nChanged 3
		SP:Iteration 13Q (7452.440000 sec): 3 clusters
  Score: Raw -179823.165399 + Penalty 2426.709829 = -177396.455570
  nChanged 3
		SP:Iteration 14Q (7452.440000 sec): 3 clusters
  Score: Raw -179824.740304 + Penalty 2426.709829 = -177398.030475
  nChanged 4
		SP:Iteration 15Q (7452.450000 sec): 3 clusters
  Score: Raw -179827.096610 + Penalty 2426.709829 = -177400.386781
  nChanged 5
		SP:Iteration 16Q (7452.450000 sec): 3 clusters
  Score: Raw -179828.726638 + Penalty 2426.709829 = -177402.016808
  nChanged 9
		SP:Iteration 17Q (7452.460000 sec): 3 clusters
  Score: Raw -179832.217065 + Penalty 2426.709829 = -177405.507235
  nChanged 7
		SP:Iteration 18Q (7452.460000 sec): 3 clusters
  Score: Raw -179833.822973 + Penalty 2426.709829 = -177407.113143
  nChanged 4
		SP:Iteration 19Q (7452.460000 sec): 3 clusters
  Score: Raw -179835.729199 + Penalty 2426.709829 = -177409.019370
  nChanged 1
		SP:Iteration 20F (7452.470000 sec): 3 clusters
  Score: Raw -179836.174674 + Penalty 2426.709829 = -177409.464845
  nChanged 4
		SP:Iteration 21Q (7452.470000 sec): 3 clusters
  Score: Raw -179837.244713 + Penalty 2426.709829 = -177410.534884
  nChanged 2
		SP:Iteration 22Q (7452.480000 sec): 3 clusters
  Score: Raw -179837.812986 + Penalty 2426.709829 = -177411.103156
  nChanged 4
		SP:Iteration 23Q (7452.480000 sec): 3 clusters
  Score: Raw -179839.391172 + Penalty 2426.709829 = -177412.681342
  nChanged 3
		SP:Iteration 24Q (7452.480000 sec): 3 clusters
  Score: Raw -179840.855598 + Penalty 2426.709829 = -177414.145769
  nChanged 4
		SP:Iteration 25Q (7452.490000 sec): 3 clusters
  Score: Raw -179844.005185 + Penalty 2426.709829 = -177417.295356
  nChanged 6
		SP:Iteration 26Q (7452.490000 sec): 3 clusters
  Score: Raw -179846.496940 + Penalty 2426.709829 = -177419.787110
  nChanged 1
		SP:Iteration 27Q (7452.500000 sec): 3 clusters
  Score: Raw -179847.001219 + Penalty 2426.709829 = -177420.291390
  nChanged 1
		SP:Iteration 28Q (7452.500000 sec): 3 clusters
  Score: Raw -179847.247243 + Penalty 2426.709829 = -177420.537414
  nChanged 0
		SP:Iteration 29F (7452.500000 sec): 3 clusters
  Score: Raw -179847.247243 + Penalty 2426.709829 = -177420.537414
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7452.520000 sec): 2 clusters
  Score: Raw -289093.399049 + Penalty 1309.478187 = -287783.920862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7452.520000 sec): 3 clusters
  Score: Raw -287613.989558 + Penalty 2618.956375 = -284995.033184
  nChanged 1226
		SP:Iteration 1F (7452.530000 sec): 3 clusters
  Score: Raw -288524.126026 + Penalty 2618.956375 = -285905.169652
  nChanged 313
		SP:Iteration 2F (7452.540000 sec): 3 clusters
  Score: Raw -288839.140949 + Penalty 2618.956375 = -286220.184574
  nChanged 236
		SP:Iteration 3F (7452.540000 sec): 3 clusters
  Score: Raw -289076.807616 + Penalty 2618.956375 = -286457.851241
  nChanged 186
		SP:Iteration 4F (7452.550000 sec): 3 clusters
  Score: Raw -289246.509333 + Penalty 2618.956375 = -286627.552958
  nChanged 150
		SP:Iteration 5Q (7452.560000 sec): 3 clusters
  Score: Raw -289359.821491 + Penalty 2618.956375 = -286740.865116
  nChanged 110
		SP:Iteration 6Q (7452.570000 sec): 3 clusters
  Score: Raw -289426.229431 + Penalty 2618.956375 = -286807.273056
  nChanged 86
		SP:Iteration 7Q (7452.580000 sec): 3 clusters
  Score: Raw -289482.626290 + Penalty 2618.956375 = -286863.669915
  nChanged 67
		SP:Iteration 8Q (7452.580000 sec): 3 clusters
  Score: Raw -289517.412480 + Penalty 2618.956375 = -286898.456106
  nChanged 56
		SP:Iteration 9Q (7452.590000 sec): 3 clusters
  Score: Raw -289547.895854 + Penalty 2618.956375 = -286928.939480
  nChanged 46
		SP:Iteration 10Q (7452.600000 sec): 3 clusters
  Score: Raw -289580.069120 + Penalty 2618.956375 = -286961.112745
  nChanged 49
		SP:Iteration 11Q (7452.600000 sec): 3 clusters
  Score: Raw -289615.840687 + Penalty 2618.956375 = -286996.884313
  nChanged 50
		SP:Iteration 12Q (7452.610000 sec): 3 clusters
  Score: Raw -289675.712869 + Penalty 2618.956375 = -287056.756494
  nChanged 68
		SP:Iteration 13Q (7452.620000 sec): 3 clusters
  Score: Raw -289748.388386 + Penalty 2618.956375 = -287129.432011
  nChanged 64
		SP:Iteration 14Q (7452.620000 sec): 3 clusters
  Score: Raw -289829.054016 + Penalty 2618.956375 = -287210.097641
  nChanged 81
		SP:Iteration 15Q (7452.630000 sec): 3 clusters
  Score: Raw -289910.302394 + Penalty 2618.956375 = -287291.346019
  nChanged 66
		SP:Iteration 16Q (7452.640000 sec): 3 clusters
  Score: Raw -289960.850527 + Penalty 2618.956375 = -287341.894152
  nChanged 50
		SP:Iteration 17Q (7452.640000 sec): 3 clusters
  Score: Raw -289991.746966 + Penalty 2618.956375 = -287372.790591
  nChanged 34
		SP:Iteration 18Q (7452.650000 sec): 3 clusters
  Score: Raw -290017.981628 + Penalty 2618.956375 = -287399.025254
  nChanged 28
		SP:Iteration 19Q (7452.660000 sec): 3 clusters
  Score: Raw -290031.058006 + Penalty 2618.956375 = -287412.101631
  nChanged 15
		SP:Iteration 20F (7452.670000 sec): 3 clusters
  Score: Raw -290037.728581 + Penalty 2618.956375 = -287418.772207
  nChanged 11
		SP:Iteration 21Q (7452.670000 sec): 3 clusters
  Score: Raw -290041.102385 + Penalty 2618.956375 = -287422.146011
  nChanged 3
		SP:Iteration 22Q (7452.680000 sec): 3 clusters
  Score: Raw -290041.811378 + Penalty 2618.956375 = -287422.855003
  nChanged 2
		SP:Iteration 23Q (7452.690000 sec): 3 clusters
  Score: Raw -290042.667416 + Penalty 2618.956375 = -287423.711041
  nChanged 2
		SP:Iteration 24Q (7452.690000 sec): 3 clusters
  Score: Raw -290043.393061 + Penalty 2618.956375 = -287424.436687
  nChanged 2
		SP:Iteration 25Q (7452.700000 sec): 3 clusters
  Score: Raw -290046.740589 + Penalty 2618.956375 = -287427.784215
  nChanged 8
		SP:Iteration 26Q (7452.710000 sec): 3 clusters
  Score: Raw -290049.685752 + Penalty 2618.956375 = -287430.729377
  nChanged 4
		SP:Iteration 27Q (7452.720000 sec): 3 clusters
  Score: Raw -290053.256055 + Penalty 2618.956375 = -287434.299680
  nChanged 3
		SP:Iteration 28Q (7452.720000 sec): 3 clusters
  Score: Raw -290055.098583 + Penalty 2618.956375 = -287436.142208
  nChanged 4
		SP:Iteration 29Q (7452.730000 sec): 3 clusters
  Score: Raw -290056.125055 + Penalty 2618.956375 = -287437.168681
  nChanged 1
		SP:Iteration 30Q (7452.740000 sec): 3 clusters
  Score: Raw -290056.391127 + Penalty 2618.956375 = -287437.434753
  nChanged 0
		SP:Iteration 31F (7452.740000 sec): 3 clusters
  Score: Raw -290056.391127 + Penalty 2618.956375 = -287437.434753
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7452.960000 sec): 2 clusters
  Score: Raw -7005704.065425 + Penalty 1809.318518 = -7003894.746907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7453.140000 sec): 3 clusters
  Score: Raw -6961793.543730 + Penalty 3618.637037 = -6958174.906693
  nChanged 32387
		SP:Iteration 1F (7453.320000 sec): 3 clusters
  Score: Raw -6980558.450282 + Penalty 3618.637037 = -6976939.813246
  nChanged 2408
		SP:Iteration 2Q (7453.510000 sec): 3 clusters
  Score: Raw -6981166.670819 + Penalty 3618.637037 = -6977548.033782
  nChanged 2627
		SP:Iteration 3Q (7453.700000 sec): 3 clusters
  Score: Raw -6981977.273431 + Penalty 3618.637037 = -6978358.636395
  nChanged 3085
		SP:Iteration 4Q (7453.880000 sec): 3 clusters
  Score: Raw -6983189.858706 + Penalty 3618.637037 = -6979571.221670
  nChanged 3867
		SP:Iteration 5F (7454.060000 sec): 3 clusters
  Score: Raw -6985203.608927 + Penalty 3618.637037 = -6981584.971890
  nChanged 4642
		SP:Iteration 6F (7454.240000 sec): 3 clusters
  Score: Raw -6988208.883757 + Penalty 3618.637037 = -6984590.246720
  nChanged 5243
		SP:Iteration 7F (7454.410000 sec): 3 clusters
  Score: Raw -6992161.786967 + Penalty 3618.637037 = -6988543.149931
  nChanged 5103
		SP:Iteration 8F (7454.590000 sec): 3 clusters
  Score: Raw -6996548.722759 + Penalty 3618.637037 = -6992930.085722
  nChanged 4328
		SP:Iteration 9F (7454.760000 sec): 3 clusters
  Score: Raw -7000574.439288 + Penalty 3618.637037 = -6996955.802252
  nChanged 2901
		SP:Iteration 10Q (7454.950000 sec): 3 clusters
  Score: Raw -7003393.027919 + Penalty 3618.637037 = -6999774.390882
  nChanged 1523
		SP:Iteration 11Q (7455.110000 sec): 3 clusters
  Score: Raw -7004866.343954 + Penalty 3618.637037 = -7001247.706917
  nChanged 625
		SP:Iteration 12Q (7455.260000 sec): 3 clusters
  Score: Raw -7005432.008382 + Penalty 3618.637037 = -7001813.371345
  nChanged 221
		SP:Iteration 13Q (7455.400000 sec): 3 clusters
  Score: Raw -7005653.754087 + Penalty 3618.637037 = -7002035.117051
  nChanged 99
		SP:Iteration 14Q (7455.520000 sec): 3 clusters
  Score: Raw -7005763.225266 + Penalty 3618.637037 = -7002144.588230
  nChanged 51
		SP:Iteration 15Q (7455.640000 sec): 3 clusters
  Score: Raw -7005826.437881 + Penalty 3618.637037 = -7002207.800844
  nChanged 30
		SP:Iteration 16Q (7455.770000 sec): 3 clusters
  Score: Raw -7005857.385230 + Penalty 3618.637037 = -7002238.748194
  nChanged 11
		SP:Iteration 17Q (7455.890000 sec): 3 clusters
  Score: Raw -7005867.842205 + Penalty 3618.637037 = -7002249.205168
  nChanged 10
		SP:Iteration 18Q (7456.010000 sec): 3 clusters
  Score: Raw -7005881.516031 + Penalty 3618.637037 = -7002262.878995
  nChanged 5
		SP:Iteration 19Q (7456.130000 sec): 3 clusters
  Score: Raw -7005893.058159 + Penalty 3618.637037 = -7002274.421123
  nChanged 8
		SP:Iteration 20F (7456.310000 sec): 3 clusters
  Score: Raw -7005903.294446 + Penalty 3618.637037 = -7002284.657409
  nChanged 10
		SP:Iteration 21Q (7456.430000 sec): 3 clusters
  Score: Raw -7005915.971016 + Penalty 3618.637037 = -7002297.333979
  nChanged 7
		SP:Iteration 22Q (7456.550000 sec): 3 clusters
  Score: Raw -7005924.575104 + Penalty 3618.637037 = -7002305.938068
  nChanged 3
		SP:Iteration 23Q (7456.670000 sec): 3 clusters
  Score: Raw -7005929.378330 + Penalty 3618.637037 = -7002310.741294
  nChanged 3
		SP:Iteration 24Q (7456.790000 sec): 3 clusters
  Score: Raw -7005934.042027 + Penalty 3618.637037 = -7002315.404991
  nChanged 3
		SP:Iteration 25Q (7456.910000 sec): 3 clusters
  Score: Raw -7005939.523622 + Penalty 3618.637037 = -7002320.886585
  nChanged 3
		SP:Iteration 26Q (7457.030000 sec): 3 clusters
  Score: Raw -7005946.169334 + Penalty 3618.637037 = -7002327.532297
  nChanged 2
		SP:Iteration 27Q (7457.150000 sec): 3 clusters
  Score: Raw -7005947.218162 + Penalty 3618.637037 = -7002328.581126
  nChanged 2
		SP:Iteration 28Q (7457.270000 sec): 3 clusters
  Score: Raw -7005950.368939 + Penalty 3618.637037 = -7002331.731902
  nChanged 1
		SP:Iteration 29Q (7457.390000 sec): 3 clusters
  Score: Raw -7005951.611910 + Penalty 3618.637037 = -7002332.974873
  nChanged 1
		SP:Iteration 30Q (7457.510000 sec): 3 clusters
  Score: Raw -7005952.530310 + Penalty 3618.637037 = -7002333.893273
  nChanged 1
		SP:Iteration 31Q (7457.630000 sec): 3 clusters
  Score: Raw -7005953.465962 + Penalty 3618.637037 = -7002334.828926
  nChanged 0
		SP:Iteration 32F (7457.800000 sec): 3 clusters
  Score: Raw -7005953.465962 + Penalty 3618.637037 = -7002334.828926
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7457.850000 sec): 2 clusters
  Score: Raw -128950.481002 + Penalty 1201.305222 = -127749.175780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7457.860000 sec): 3 clusters
  Score: Raw -128332.224212 + Penalty 2402.610444 = -125929.613767
  nChanged 595
		SP:Iteration 1F (7457.860000 sec): 3 clusters
  Score: Raw -128877.845266 + Penalty 2402.610444 = -126475.234822
  nChanged 152
		SP:Iteration 2F (7457.860000 sec): 3 clusters
  Score: Raw -129059.144428 + Penalty 2402.610444 = -126656.533984
  nChanged 94
		SP:Iteration 3F (7457.870000 sec): 3 clusters
  Score: Raw -129171.661649 + Penalty 2402.610444 = -126769.051205
  nChanged 74
		SP:Iteration 4Q (7457.870000 sec): 3 clusters
  Score: Raw -129251.087500 + Penalty 2402.610444 = -126848.477056
  nChanged 63
		SP:Iteration 5Q (7457.870000 sec): 3 clusters
  Score: Raw -129332.475496 + Penalty 2402.610444 = -126929.865051
  nChanged 55
		SP:Iteration 6Q (7457.880000 sec): 3 clusters
  Score: Raw -129402.794545 + Penalty 2402.610444 = -127000.184101
  nChanged 53
		SP:Iteration 7Q (7457.880000 sec): 3 clusters
  Score: Raw -129482.029456 + Penalty 2402.610444 = -127079.419011
  nChanged 45
		SP:Iteration 8Q (7457.880000 sec): 3 clusters
  Score: Raw -129543.648299 + Penalty 2402.610444 = -127141.037854
  nChanged 36
		SP:Iteration 9Q (7457.890000 sec): 3 clusters
  Score: Raw -129579.493779 + Penalty 2402.610444 = -127176.883335
  nChanged 24
		SP:Iteration 10Q (7457.890000 sec): 3 clusters
  Score: Raw -129597.492838 + Penalty 2402.610444 = -127194.882394
  nChanged 15
		SP:Iteration 11Q (7457.900000 sec): 3 clusters
  Score: Raw -129612.026026 + Penalty 2402.610444 = -127209.415581
  nChanged 12
		SP:Iteration 12Q (7457.900000 sec): 3 clusters
  Score: Raw -129630.601195 + Penalty 2402.610444 = -127227.990751
  nChanged 15
		SP:Iteration 13Q (7457.900000 sec): 3 clusters
  Score: Raw -129644.195776 + Penalty 2402.610444 = -127241.585332
  nChanged 10
		SP:Iteration 14Q (7457.900000 sec): 3 clusters
  Score: Raw -129649.514096 + Penalty 2402.610444 = -127246.903652
  nChanged 3
		SP:Iteration 15Q (7457.910000 sec): 3 clusters
  Score: Raw -129651.077182 + Penalty 2402.610444 = -127248.466738
  nChanged 3
		SP:Iteration 16Q (7457.910000 sec): 3 clusters
  Score: Raw -129653.316001 + Penalty 2402.610444 = -127250.705557
  nChanged 5
		SP:Iteration 17Q (7457.920000 sec): 3 clusters
  Score: Raw -129655.962740 + Penalty 2402.610444 = -127253.352296
  nChanged 2
		SP:Iteration 18Q (7457.920000 sec): 3 clusters
  Score: Raw -129657.142143 + Penalty 2402.610444 = -127254.531699
  nChanged 2
		SP:Iteration 19Q (7457.920000 sec): 3 clusters
  Score: Raw -129658.220064 + Penalty 2402.610444 = -127255.609620
  nChanged 2
		SP:Iteration 20F (7457.930000 sec): 3 clusters
  Score: Raw -129659.817282 + Penalty 2402.610444 = -127257.206837
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7457.940000 sec): 2 clusters
  Score: Raw -247806.626137 + Penalty 1284.634268 = -246521.991869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7457.940000 sec): 3 clusters
  Score: Raw -246546.922788 + Penalty 2569.268536 = -243977.654252
  nChanged 988
		SP:Iteration 1F (7457.950000 sec): 3 clusters
  Score: Raw -247227.157624 + Penalty 2569.268536 = -244657.889088
  nChanged 267
		SP:Iteration 2F (7457.960000 sec): 3 clusters
  Score: Raw -247482.064702 + Penalty 2569.268536 = -244912.796166
  nChanged 208
		SP:Iteration 3F (7457.960000 sec): 3 clusters
  Score: Raw -247689.109588 + Penalty 2569.268536 = -245119.841052
  nChanged 163
		SP:Iteration 4F (7457.970000 sec): 3 clusters
  Score: Raw -247866.597524 + Penalty 2569.268536 = -245297.328988
  nChanged 144
		SP:Iteration 5F (7457.980000 sec): 3 clusters
  Score: Raw -248006.869268 + Penalty 2569.268536 = -245437.600732
  nChanged 137
		SP:Iteration 6F (7457.980000 sec): 3 clusters
  Score: Raw -248138.060372 + Penalty 2569.268536 = -245568.791836
  nChanged 112
		SP:Iteration 7Q (7457.990000 sec): 3 clusters
  Score: Raw -248254.269402 + Penalty 2569.268536 = -245685.000866
  nChanged 89
		SP:Iteration 8Q (7458.000000 sec): 3 clusters
  Score: Raw -248347.592587 + Penalty 2569.268536 = -245778.324051
  nChanged 89
		SP:Iteration 9Q (7458.000000 sec): 3 clusters
  Score: Raw -248441.450326 + Penalty 2569.268536 = -245872.181790
  nChanged 63
		SP:Iteration 10Q (7458.010000 sec): 3 clusters
  Score: Raw -248497.930122 + Penalty 2569.268536 = -245928.661586
  nChanged 59
		SP:Iteration 11Q (7458.010000 sec): 3 clusters
  Score: Raw -248547.910382 + Penalty 2569.268536 = -245978.641846
  nChanged 41
		SP:Iteration 12Q (7458.020000 sec): 3 clusters
  Score: Raw -248591.865792 + Penalty 2569.268536 = -246022.597256
  nChanged 43
		SP:Iteration 13Q (7458.020000 sec): 3 clusters
  Score: Raw -248630.644477 + Penalty 2569.268536 = -246061.375941
  nChanged 29
		SP:Iteration 14Q (7458.030000 sec): 3 clusters
  Score: Raw -248653.852891 + Penalty 2569.268536 = -246084.584355
  nChanged 26
		SP:Iteration 15Q (7458.040000 sec): 3 clusters
  Score: Raw -248675.857236 + Penalty 2569.268536 = -246106.588700
  nChanged 19
		SP:Iteration 16Q (7458.040000 sec): 3 clusters
  Score: Raw -248689.787560 + Penalty 2569.268536 = -246120.519024
  nChanged 19
		SP:Iteration 17Q (7458.050000 sec): 3 clusters
  Score: Raw -248698.237339 + Penalty 2569.268536 = -246128.968803
  nChanged 7
		SP:Iteration 18Q (7458.050000 sec): 3 clusters
  Score: Raw -248701.256576 + Penalty 2569.268536 = -246131.988040
  nChanged 4
		SP:Iteration 19Q (7458.060000 sec): 3 clusters
  Score: Raw -248702.174920 + Penalty 2569.268536 = -246132.906384
  nChanged 1
		SP:Iteration 20F (7458.060000 sec): 3 clusters
  Score: Raw -248703.034658 + Penalty 2569.268536 = -246133.766123
  nChanged 2
		SP:Iteration 21Q (7458.070000 sec): 3 clusters
  Score: Raw -248703.705559 + Penalty 2569.268536 = -246134.437023
  nChanged 3
		SP:Iteration 22Q (7458.080000 sec): 3 clusters
  Score: Raw -248705.156970 + Penalty 2569.268536 = -246135.888434
  nChanged 4
		SP:Iteration 23Q (7458.080000 sec): 3 clusters
  Score: Raw -248706.839684 + Penalty 2569.268536 = -246137.571148
  nChanged 3
		SP:Iteration 24Q (7458.090000 sec): 3 clusters
  Score: Raw -248707.516726 + Penalty 2569.268536 = -246138.248190
  nChanged 1
		SP:Iteration 25Q (7458.090000 sec): 3 clusters
  Score: Raw -248707.804598 + Penalty 2569.268536 = -246138.536062
  nChanged 2
		SP:Iteration 26Q (7458.100000 sec): 3 clusters
  Score: Raw -248708.796981 + Penalty 2569.268536 = -246139.528445
  nChanged 3
		SP:Iteration 27Q (7458.100000 sec): 3 clusters
  Score: Raw -248709.871349 + Penalty 2569.268536 = -246140.602813
  nChanged 2
		SP:Iteration 28Q (7458.110000 sec): 3 clusters
  Score: Raw -248711.310236 + Penalty 2569.268536 = -246142.041700
  nChanged 5
		SP:Iteration 29Q (7458.120000 sec): 3 clusters
  Score: Raw -248713.325436 + Penalty 2569.268536 = -246144.056900
  nChanged 3
		SP:Iteration 30Q (7458.120000 sec): 3 clusters
  Score: Raw -248714.033932 + Penalty 2569.268536 = -246144.765396
  nChanged 2
		SP:Iteration 31Q (7458.130000 sec): 3 clusters
  Score: Raw -248714.523894 + Penalty 2569.268536 = -246145.255358
  nChanged 2
		SP:Iteration 32Q (7458.130000 sec): 3 clusters
  Score: Raw -248715.068726 + Penalty 2569.268536 = -246145.800190
  nChanged 2
		SP:Iteration 33Q (7458.140000 sec): 3 clusters
  Score: Raw -248715.455013 + Penalty 2569.268536 = -246146.186477
  nChanged 0
		SP:Iteration 34F (7458.140000 sec): 3 clusters
  Score: Raw -248715.455013 + Penalty 2569.268536 = -246146.186477
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7458.160000 sec): 2 clusters
  Score: Raw -574202.091300 + Penalty 1412.556919 = -572789.534382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7458.180000 sec): 3 clusters
  Score: Raw -571041.039697 + Penalty 2825.113837 = -568215.925860
  nChanged 2442
		SP:Iteration 1F (7458.200000 sec): 3 clusters
  Score: Raw -572413.836009 + Penalty 2825.113837 = -569588.722172
  nChanged 490
		SP:Iteration 2F (7458.210000 sec): 3 clusters
  Score: Raw -572755.633087 + Penalty 2825.113837 = -569930.519250
  nChanged 415
		SP:Iteration 3F (7458.220000 sec): 3 clusters
  Score: Raw -573104.490180 + Penalty 2825.113837 = -570279.376343
  nChanged 414
		SP:Iteration 4F (7458.240000 sec): 3 clusters
  Score: Raw -573465.147909 + Penalty 2825.113837 = -570640.034072
  nChanged 361
		SP:Iteration 5F (7458.250000 sec): 3 clusters
  Score: Raw -573767.049916 + Penalty 2825.113837 = -570941.936079
  nChanged 306
		SP:Iteration 6F (7458.260000 sec): 3 clusters
  Score: Raw -573975.931487 + Penalty 2825.113837 = -571150.817650
  nChanged 258
		SP:Iteration 7Q (7458.280000 sec): 3 clusters
  Score: Raw -574144.534207 + Penalty 2825.113837 = -571319.420370
  nChanged 238
		SP:Iteration 8Q (7458.290000 sec): 3 clusters
  Score: Raw -574283.743861 + Penalty 2825.113837 = -571458.630024
  nChanged 183
		SP:Iteration 9Q (7458.310000 sec): 3 clusters
  Score: Raw -574374.334340 + Penalty 2825.113837 = -571549.220502
  nChanged 126
		SP:Iteration 10Q (7458.320000 sec): 3 clusters
  Score: Raw -574430.813901 + Penalty 2825.113837 = -571605.700064
  nChanged 108
		SP:Iteration 11Q (7458.330000 sec): 3 clusters
  Score: Raw -574481.711771 + Penalty 2825.113837 = -571656.597934
  nChanged 93
		SP:Iteration 12Q (7458.350000 sec): 3 clusters
  Score: Raw -574522.750962 + Penalty 2825.113837 = -571697.637125
  nChanged 88
		SP:Iteration 13Q (7458.360000 sec): 3 clusters
  Score: Raw -574554.647545 + Penalty 2825.113837 = -571729.533707
  nChanged 54
		SP:Iteration 14Q (7458.370000 sec): 3 clusters
  Score: Raw -574573.638318 + Penalty 2825.113837 = -571748.524481
  nChanged 49
		SP:Iteration 15Q (7458.390000 sec): 3 clusters
  Score: Raw -574591.083961 + Penalty 2825.113837 = -571765.970124
  nChanged 30
		SP:Iteration 16Q (7458.400000 sec): 3 clusters
  Score: Raw -574599.928394 + Penalty 2825.113837 = -571774.814557
  nChanged 33
		SP:Iteration 17Q (7458.410000 sec): 3 clusters
  Score: Raw -574609.009386 + Penalty 2825.113837 = -571783.895548
  nChanged 32
		SP:Iteration 18Q (7458.430000 sec): 3 clusters
  Score: Raw -574618.354010 + Penalty 2825.113837 = -571793.240173
  nChanged 28
		SP:Iteration 19Q (7458.440000 sec): 3 clusters
  Score: Raw -574625.042605 + Penalty 2825.113837 = -571799.928767
  nChanged 23
		SP:Iteration 20F (7458.450000 sec): 3 clusters
  Score: Raw -574629.556903 + Penalty 2825.113837 = -571804.443065
  nChanged 17
		SP:Iteration 21Q (7458.470000 sec): 3 clusters
  Score: Raw -574634.262355 + Penalty 2825.113837 = -571809.148518
  nChanged 26
		SP:Iteration 22Q (7458.480000 sec): 3 clusters
  Score: Raw -574645.907245 + Penalty 2825.113837 = -571820.793408
  nChanged 34
		SP:Iteration 23Q (7458.490000 sec): 3 clusters
  Score: Raw -574664.729862 + Penalty 2825.113837 = -571839.616025
  nChanged 45
		SP:Iteration 24Q (7458.510000 sec): 3 clusters
  Score: Raw -574686.679887 + Penalty 2825.113837 = -571861.566050
  nChanged 36
		SP:Iteration 25Q (7458.520000 sec): 3 clusters
  Score: Raw -574703.876260 + Penalty 2825.113837 = -571878.762423
  nChanged 51
		SP:Iteration 26Q (7458.530000 sec): 3 clusters
  Score: Raw -574724.503085 + Penalty 2825.113837 = -571899.389247
  nChanged 45
		SP:Iteration 27Q (7458.550000 sec): 3 clusters
  Score: Raw -574740.810558 + Penalty 2825.113837 = -571915.696721
  nChanged 39
		SP:Iteration 28Q (7458.560000 sec): 3 clusters
  Score: Raw -574753.656330 + Penalty 2825.113837 = -571928.542492
  nChanged 26
		SP:Iteration 29Q (7458.570000 sec): 3 clusters
  Score: Raw -574760.604619 + Penalty 2825.113837 = -571935.490782
  nChanged 21
		SP:Iteration 30Q (7458.590000 sec): 3 clusters
  Score: Raw -574767.736813 + Penalty 2825.113837 = -571942.622975
  nChanged 17
		SP:Iteration 31Q (7458.600000 sec): 3 clusters
  Score: Raw -574772.419335 + Penalty 2825.113837 = -571947.305498
  nChanged 23
		SP:Iteration 32Q (7458.610000 sec): 3 clusters
  Score: Raw -574778.016722 + Penalty 2825.113837 = -571952.902884
  nChanged 14
		SP:Iteration 33Q (7458.630000 sec): 3 clusters
  Score: Raw -574780.877440 + Penalty 2825.113837 = -571955.763603
  nChanged 16
		SP:Iteration 34Q (7458.640000 sec): 3 clusters
  Score: Raw -574783.984924 + Penalty 2825.113837 = -571958.871087
  nChanged 12
		SP:Iteration 35Q (7458.650000 sec): 3 clusters
  Score: Raw -574786.024385 + Penalty 2825.113837 = -571960.910547
  nChanged 11
		SP:Iteration 36Q (7458.660000 sec): 3 clusters
  Score: Raw -574787.932427 + Penalty 2825.113837 = -571962.818590
  nChanged 9
		SP:Iteration 37Q (7458.680000 sec): 3 clusters
  Score: Raw -574790.015434 + Penalty 2825.113837 = -571964.901597
  nChanged 7
		SP:Iteration 38Q (7458.690000 sec): 3 clusters
  Score: Raw -574791.144524 + Penalty 2825.113837 = -571966.030687
  nChanged 3
		SP:Iteration 39Q (7458.700000 sec): 3 clusters
  Score: Raw -574791.832927 + Penalty 2825.113837 = -571966.719090
  nChanged 3
		SP:Iteration 40F (7458.720000 sec): 3 clusters
  Score: Raw -574792.882868 + Penalty 2825.113837 = -571967.769030
  nChanged 8
		SP:Iteration 41Q (7458.730000 sec): 3 clusters
  Score: Raw -574794.624899 + Penalty 2825.113837 = -571969.511062
  nChanged 7
		SP:Iteration 42Q (7458.740000 sec): 3 clusters
  Score: Raw -574797.266667 + Penalty 2825.113837 = -571972.152830
  nChanged 12
		SP:Iteration 43Q (7458.760000 sec): 3 clusters
  Score: Raw -574800.031161 + Penalty 2825.113837 = -571974.917324
  nChanged 12
		SP:Iteration 44Q (7458.770000 sec): 3 clusters
  Score: Raw -574802.433748 + Penalty 2825.113837 = -571977.319910
  nChanged 7
		SP:Iteration 45Q (7458.780000 sec): 3 clusters
  Score: Raw -574804.203643 + Penalty 2825.113837 = -571979.089805
  nChanged 8
		SP:Iteration 46Q (7458.800000 sec): 3 clusters
  Score: Raw -574806.750436 + Penalty 2825.113837 = -571981.636599
  nChanged 8
		SP:Iteration 47Q (7458.810000 sec): 3 clusters
  Score: Raw -574808.121133 + Penalty 2825.113837 = -571983.007296
  nChanged 8
		SP:Iteration 48Q (7458.820000 sec): 3 clusters
  Score: Raw -574809.476756 + Penalty 2825.113837 = -571984.362919
  nChanged 4
		SP:Iteration 49Q (7458.840000 sec): 3 clusters
  Score: Raw -574810.451607 + Penalty 2825.113837 = -571985.337770
  nChanged 3
		SP:Iteration 50Q (7458.850000 sec): 3 clusters
  Score: Raw -574810.804371 + Penalty 2825.113837 = -571985.690533
  nChanged 2
		SP:Iteration 51Q (7458.860000 sec): 3 clusters
  Score: Raw -574811.060794 + Penalty 2825.113837 = -571985.946957
  nChanged 2
		SP:Iteration 52Q (7458.880000 sec): 3 clusters
  Score: Raw -574811.451641 + Penalty 2825.113837 = -571986.337804
  nChanged 2
		SP:Iteration 53Q (7458.890000 sec): 3 clusters
  Score: Raw -574811.801875 + Penalty 2825.113837 = -571986.688038
  nChanged 2
		SP:Iteration 54Q (7458.900000 sec): 3 clusters
  Score: Raw -574812.018238 + Penalty 2825.113837 = -571986.904401
  nChanged 1
		SP:Iteration 55Q (7458.920000 sec): 3 clusters
  Score: Raw -574812.094954 + Penalty 2825.113837 = -571986.981116
  nChanged 0
		SP:Iteration 56F (7458.930000 sec): 3 clusters
  Score: Raw -574812.094954 + Penalty 2825.113837 = -571986.981116
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7458.950000 sec): 2 clusters
  Score: Raw -463578.915275 + Penalty 1369.110791 = -462209.804484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7458.960000 sec): 3 clusters
  Score: Raw -461261.852135 + Penalty 2738.221582 = -458523.630553
  nChanged 1841
		SP:Iteration 1F (7458.970000 sec): 3 clusters
  Score: Raw -462241.179069 + Penalty 2738.221582 = -459502.957487
  nChanged 303
		SP:Iteration 2F (7458.980000 sec): 3 clusters
  Score: Raw -462399.205216 + Penalty 2738.221582 = -459660.983633
  nChanged 216
		SP:Iteration 3Q (7458.990000 sec): 3 clusters
  Score: Raw -462491.726790 + Penalty 2738.221582 = -459753.505208
  nChanged 157
		SP:Iteration 4Q (7459.000000 sec): 3 clusters
  Score: Raw -462558.036864 + Penalty 2738.221582 = -459819.815281
  nChanged 142
		SP:Iteration 5Q (7459.020000 sec): 3 clusters
  Score: Raw -462610.774001 + Penalty 2738.221582 = -459872.552419
  nChanged 101
		SP:Iteration 6Q (7459.020000 sec): 3 clusters
  Score: Raw -462651.583043 + Penalty 2738.221582 = -459913.361460
  nChanged 87
		SP:Iteration 7Q (7459.040000 sec): 3 clusters
  Score: Raw -462681.744575 + Penalty 2738.221582 = -459943.522992
  nChanged 76
		SP:Iteration 8Q (7459.050000 sec): 3 clusters
  Score: Raw -462704.635417 + Penalty 2738.221582 = -459966.413835
  nChanged 64
		SP:Iteration 9Q (7459.060000 sec): 3 clusters
  Score: Raw -462724.056598 + Penalty 2738.221582 = -459985.835016
  nChanged 63
		SP:Iteration 10Q (7459.070000 sec): 3 clusters
  Score: Raw -462741.726517 + Penalty 2738.221582 = -460003.504935
  nChanged 59
		SP:Iteration 11Q (7459.080000 sec): 3 clusters
  Score: Raw -462760.730541 + Penalty 2738.221582 = -460022.508959
  nChanged 47
		SP:Iteration 12Q (7459.090000 sec): 3 clusters
  Score: Raw -462774.988568 + Penalty 2738.221582 = -460036.766986
  nChanged 48
		SP:Iteration 13Q (7459.100000 sec): 3 clusters
  Score: Raw -462791.036013 + Penalty 2738.221582 = -460052.814430
  nChanged 54
		SP:Iteration 14Q (7459.110000 sec): 3 clusters
  Score: Raw -462810.140679 + Penalty 2738.221582 = -460071.919097
  nChanged 51
		SP:Iteration 15Q (7459.120000 sec): 3 clusters
  Score: Raw -462828.961419 + Penalty 2738.221582 = -460090.739836
  nChanged 59
		SP:Iteration 16Q (7459.140000 sec): 3 clusters
  Score: Raw -462845.989632 + Penalty 2738.221582 = -460107.768050
  nChanged 42
		SP:Iteration 17Q (7459.140000 sec): 3 clusters
  Score: Raw -462857.527158 + Penalty 2738.221582 = -460119.305575
  nChanged 36
		SP:Iteration 18Q (7459.160000 sec): 3 clusters
  Score: Raw -462867.829187 + Penalty 2738.221582 = -460129.607605
  nChanged 39
		SP:Iteration 19Q (7459.170000 sec): 3 clusters
  Score: Raw -462878.249565 + Penalty 2738.221582 = -460140.027982
  nChanged 35
		SP:Iteration 20F (7459.180000 sec): 3 clusters
  Score: Raw -462887.121030 + Penalty 2738.221582 = -460148.899447
  nChanged 37
		SP:Iteration 21Q (7459.190000 sec): 3 clusters
  Score: Raw -462895.469192 + Penalty 2738.221582 = -460157.247610
  nChanged 35
		SP:Iteration 22Q (7459.200000 sec): 3 clusters
  Score: Raw -462907.269660 + Penalty 2738.221582 = -460169.048077
  nChanged 40
		SP:Iteration 23Q (7459.210000 sec): 3 clusters
  Score: Raw -462920.270840 + Penalty 2738.221582 = -460182.049257
  nChanged 42
		SP:Iteration 24Q (7459.220000 sec): 3 clusters
  Score: Raw -462933.397066 + Penalty 2738.221582 = -460195.175483
  nChanged 38
		SP:Iteration 25Q (7459.230000 sec): 3 clusters
  Score: Raw -462943.471412 + Penalty 2738.221582 = -460205.249830
  nChanged 32
		SP:Iteration 26Q (7459.240000 sec): 3 clusters
  Score: Raw -462951.565159 + Penalty 2738.221582 = -460213.343577
  nChanged 27
		SP:Iteration 27Q (7459.260000 sec): 3 clusters
  Score: Raw -462958.134508 + Penalty 2738.221582 = -460219.912926
  nChanged 29
		SP:Iteration 28Q (7459.270000 sec): 3 clusters
  Score: Raw -462966.431291 + Penalty 2738.221582 = -460228.209708
  nChanged 33
		SP:Iteration 29Q (7459.280000 sec): 3 clusters
  Score: Raw -462974.369544 + Penalty 2738.221582 = -460236.147962
  nChanged 36
		SP:Iteration 30Q (7459.290000 sec): 3 clusters
  Score: Raw -462985.009606 + Penalty 2738.221582 = -460246.788024
  nChanged 54
		SP:Iteration 31Q (7459.300000 sec): 3 clusters
  Score: Raw -463001.050197 + Penalty 2738.221582 = -460262.828615
  nChanged 54
		SP:Iteration 32Q (7459.310000 sec): 3 clusters
  Score: Raw -463018.207615 + Penalty 2738.221582 = -460279.986033
  nChanged 51
		SP:Iteration 33Q (7459.320000 sec): 3 clusters
  Score: Raw -463035.173608 + Penalty 2738.221582 = -460296.952026
  nChanged 51
		SP:Iteration 34Q (7459.330000 sec): 3 clusters
  Score: Raw -463052.860826 + Penalty 2738.221582 = -460314.639243
  nChanged 54
		SP:Iteration 35Q (7459.340000 sec): 3 clusters
  Score: Raw -463072.125025 + Penalty 2738.221582 = -460333.903443
  nChanged 52
		SP:Iteration 36Q (7459.350000 sec): 3 clusters
  Score: Raw -463088.820580 + Penalty 2738.221582 = -460350.598998
  nChanged 50
		SP:Iteration 37Q (7459.360000 sec): 3 clusters
  Score: Raw -463104.501445 + Penalty 2738.221582 = -460366.279863
  nChanged 51
		SP:Iteration 38Q (7459.370000 sec): 3 clusters
  Score: Raw -463121.720973 + Penalty 2738.221582 = -460383.499390
  nChanged 59
		SP:Iteration 39Q (7459.380000 sec): 3 clusters
  Score: Raw -463141.759019 + Penalty 2738.221582 = -460403.537437
  nChanged 53
		SP:Iteration 40F (7459.400000 sec): 3 clusters
  Score: Raw -463161.099475 + Penalty 2738.221582 = -460422.877893
  nChanged 69
		SP:Iteration 41Q (7459.400000 sec): 3 clusters
  Score: Raw -463194.672502 + Penalty 2738.221582 = -460456.450919
  nChanged 80
		SP:Iteration 42Q (7459.420000 sec): 3 clusters
  Score: Raw -463227.780997 + Penalty 2738.221582 = -460489.559415
  nChanged 74
		SP:Iteration 43Q (7459.430000 sec): 3 clusters
  Score: Raw -463257.685045 + Penalty 2738.221582 = -460519.463463
  nChanged 68
		SP:Iteration 44Q (7459.440000 sec): 3 clusters
  Score: Raw -463283.823103 + Penalty 2738.221582 = -460545.601521
  nChanged 53
		SP:Iteration 45Q (7459.450000 sec): 3 clusters
  Score: Raw -463307.783549 + Penalty 2738.221582 = -460569.561967
  nChanged 53
		SP:Iteration 46Q (7459.460000 sec): 3 clusters
  Score: Raw -463335.513210 + Penalty 2738.221582 = -460597.291627
  nChanged 54
		SP:Iteration 47Q (7459.470000 sec): 3 clusters
  Score: Raw -463366.580877 + Penalty 2738.221582 = -460628.359295
  nChanged 60
		SP:Iteration 48Q (7459.480000 sec): 3 clusters
  Score: Raw -463404.137334 + Penalty 2738.221582 = -460665.915751
  nChanged 51
		SP:Iteration 49Q (7459.490000 sec): 3 clusters
  Score: Raw -463433.678101 + Penalty 2738.221582 = -460695.456518
  nChanged 45
		SP:Iteration 50Q (7459.500000 sec): 3 clusters
  Score: Raw -463459.606651 + Penalty 2738.221582 = -460721.385068
  nChanged 37
		SP:Iteration 51Q (7459.510000 sec): 3 clusters
  Score: Raw -463478.230701 + Penalty 2738.221582 = -460740.009119
  nChanged 28
		SP:Iteration 52Q (7459.520000 sec): 3 clusters
  Score: Raw -463491.560492 + Penalty 2738.221582 = -460753.338909
  nChanged 24
		SP:Iteration 53Q (7459.530000 sec): 3 clusters
  Score: Raw -463506.984845 + Penalty 2738.221582 = -460768.763263
  nChanged 23
		SP:Iteration 54Q (7459.540000 sec): 3 clusters
  Score: Raw -463519.962496 + Penalty 2738.221582 = -460781.740914
  nChanged 22
		SP:Iteration 55Q (7459.550000 sec): 3 clusters
  Score: Raw -463534.441218 + Penalty 2738.221582 = -460796.219636
  nChanged 26
		SP:Iteration 56Q (7459.560000 sec): 3 clusters
  Score: Raw -463550.681832 + Penalty 2738.221582 = -460812.460250
  nChanged 26
		SP:Iteration 57Q (7459.570000 sec): 3 clusters
  Score: Raw -463569.622912 + Penalty 2738.221582 = -460831.401330
  nChanged 28
		SP:Iteration 58Q (7459.580000 sec): 3 clusters
  Score: Raw -463587.160963 + Penalty 2738.221582 = -460848.939381
  nChanged 27
		SP:Iteration 59Q (7459.590000 sec): 3 clusters
  Score: Raw -463603.369380 + Penalty 2738.221582 = -460865.147797
  nChanged 21
		SP:Iteration 60F (7459.600000 sec): 3 clusters
  Score: Raw -463615.709455 + Penalty 2738.221582 = -460877.487872
  nChanged 20
		SP:Iteration 61Q (7459.610000 sec): 3 clusters
  Score: Raw -463632.268927 + Penalty 2738.221582 = -460894.047345
  nChanged 30
		SP:Iteration 62Q (7459.620000 sec): 3 clusters
  Score: Raw -463656.091313 + Penalty 2738.221582 = -460917.869730
  nChanged 19
		SP:Iteration 63Q (7459.630000 sec): 3 clusters
  Score: Raw -463670.539435 + Penalty 2738.221582 = -460932.317852
  nChanged 16
		SP:Iteration 64Q (7459.640000 sec): 3 clusters
  Score: Raw -463683.686851 + Penalty 2738.221582 = -460945.465269
  nChanged 16
		SP:Iteration 65Q (7459.640000 sec): 3 clusters
  Score: Raw -463701.715186 + Penalty 2738.221582 = -460963.493604
  nChanged 19
		SP:Iteration 66Q (7459.660000 sec): 3 clusters
  Score: Raw -463722.968473 + Penalty 2738.221582 = -460984.746890
  nChanged 14
		SP:Iteration 67Q (7459.660000 sec): 3 clusters
  Score: Raw -463733.763120 + Penalty 2738.221582 = -460995.541538
  nChanged 6
		SP:Iteration 68Q (7459.670000 sec): 3 clusters
  Score: Raw -463739.608979 + Penalty 2738.221582 = -461001.387397
  nChanged 7
		SP:Iteration 69Q (7459.680000 sec): 3 clusters
  Score: Raw -463745.644410 + Penalty 2738.221582 = -461007.422827
  nChanged 5
		SP:Iteration 70Q (7459.690000 sec): 3 clusters
  Score: Raw -463750.852171 + Penalty 2738.221582 = -461012.630588
  nChanged 8
		SP:Iteration 71Q (7459.700000 sec): 3 clusters
  Score: Raw -463757.543754 + Penalty 2738.221582 = -461019.322172
  nChanged 6
		SP:Iteration 72Q (7459.710000 sec): 3 clusters
  Score: Raw -463764.754539 + Penalty 2738.221582 = -461026.532956
  nChanged 8
		SP:Iteration 73Q (7459.720000 sec): 3 clusters
  Score: Raw -463770.057805 + Penalty 2738.221582 = -461031.836222
  nChanged 4
		SP:Iteration 74Q (7459.720000 sec): 3 clusters
  Score: Raw -463772.695935 + Penalty 2738.221582 = -461034.474352
  nChanged 2
		SP:Iteration 75Q (7459.730000 sec): 3 clusters
  Score: Raw -463774.849654 + Penalty 2738.221582 = -461036.628071
  nChanged 3
		SP:Iteration 76Q (7459.740000 sec): 3 clusters
  Score: Raw -463776.319849 + Penalty 2738.221582 = -461038.098267
  nChanged 1
		SP:Iteration 77Q (7459.750000 sec): 3 clusters
  Score: Raw -463776.778818 + Penalty 2738.221582 = -461038.557235
  nChanged 0
		SP:Iteration 78F (7459.760000 sec): 3 clusters
  Score: Raw -463776.778818 + Penalty 2738.221582 = -461038.557235
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7459.790000 sec): 2 clusters
  Score: Raw -897297.017721 + Penalty 1479.937952 = -895817.079769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7459.810000 sec): 3 clusters
  Score: Raw -892316.739521 + Penalty 2959.875903 = -889356.863618
  nChanged 3794
		SP:Iteration 1F (7459.830000 sec): 3 clusters
  Score: Raw -894290.246468 + Penalty 2959.875903 = -891330.370565
  nChanged 528
		SP:Iteration 2F (7459.850000 sec): 3 clusters
  Score: Raw -894541.414649 + Penalty 2959.875903 = -891581.538746
  nChanged 471
		SP:Iteration 3F (7459.880000 sec): 3 clusters
  Score: Raw -894791.427848 + Penalty 2959.875903 = -891831.551945
  nChanged 444
		SP:Iteration 4Q (7459.900000 sec): 3 clusters
  Score: Raw -895039.273888 + Penalty 2959.875903 = -892079.397985
  nChanged 440
		SP:Iteration 5Q (7459.920000 sec): 3 clusters
  Score: Raw -895274.711913 + Penalty 2959.875903 = -892314.836010
  nChanged 443
		SP:Iteration 6Q (7459.940000 sec): 3 clusters
  Score: Raw -895530.219821 + Penalty 2959.875903 = -892570.343918
  nChanged 452
		SP:Iteration 7F (7459.960000 sec): 3 clusters
  Score: Raw -895815.106317 + Penalty 2959.875903 = -892855.230414
  nChanged 480
		SP:Iteration 8F (7459.980000 sec): 3 clusters
  Score: Raw -896155.014237 + Penalty 2959.875903 = -893195.138334
  nChanged 470
		SP:Iteration 9F (7460.000000 sec): 3 clusters
  Score: Raw -896508.390462 + Penalty 2959.875903 = -893548.514559
  nChanged 419
		SP:Iteration 10Q (7460.030000 sec): 3 clusters
  Score: Raw -896834.289622 + Penalty 2959.875903 = -893874.413719
  nChanged 336
		SP:Iteration 11Q (7460.050000 sec): 3 clusters
  Score: Raw -897092.600696 + Penalty 2959.875903 = -894132.724793
  nChanged 235
		SP:Iteration 12Q (7460.070000 sec): 3 clusters
  Score: Raw -897273.638310 + Penalty 2959.875903 = -894313.762406
  nChanged 144
		SP:Iteration 13Q (7460.090000 sec): 3 clusters
  Score: Raw -897381.520013 + Penalty 2959.875903 = -894421.644109
  nChanged 81
		SP:Iteration 14Q (7460.110000 sec): 3 clusters
  Score: Raw -897447.287159 + Penalty 2959.875903 = -894487.411256
  nChanged 54
		SP:Iteration 15Q (7460.130000 sec): 3 clusters
  Score: Raw -897483.856271 + Penalty 2959.875903 = -894523.980368
  nChanged 27
		SP:Iteration 16Q (7460.150000 sec): 3 clusters
  Score: Raw -897508.975139 + Penalty 2959.875903 = -894549.099236
  nChanged 22
		SP:Iteration 17Q (7460.160000 sec): 3 clusters
  Score: Raw -897529.764715 + Penalty 2959.875903 = -894569.888811
  nChanged 16
		SP:Iteration 18Q (7460.180000 sec): 3 clusters
  Score: Raw -897543.494935 + Penalty 2959.875903 = -894583.619031
  nChanged 15
		SP:Iteration 19Q (7460.200000 sec): 3 clusters
  Score: Raw -897555.732422 + Penalty 2959.875903 = -894595.856519
  nChanged 15
		SP:Iteration 20F (7460.220000 sec): 3 clusters
  Score: Raw -897570.595550 + Penalty 2959.875903 = -894610.719646
  nChanged 13
		SP:Iteration 21Q (7460.240000 sec): 3 clusters
  Score: Raw -897579.152575 + Penalty 2959.875903 = -894619.276671
  nChanged 8
		SP:Iteration 22Q (7460.260000 sec): 3 clusters
  Score: Raw -897587.563854 + Penalty 2959.875903 = -894627.687950
  nChanged 5
		SP:Iteration 23Q (7460.280000 sec): 3 clusters
  Score: Raw -897591.805824 + Penalty 2959.875903 = -894631.929921
  nChanged 5
		SP:Iteration 24Q (7460.300000 sec): 3 clusters
  Score: Raw -897595.553910 + Penalty 2959.875903 = -894635.678006
  nChanged 3
		SP:Iteration 25Q (7460.310000 sec): 3 clusters
  Score: Raw -897597.392540 + Penalty 2959.875903 = -894637.516636
  nChanged 2
		SP:Iteration 26Q (7460.330000 sec): 3 clusters
  Score: Raw -897599.295374 + Penalty 2959.875903 = -894639.419471
  nChanged 3
		SP:Iteration 27Q (7460.350000 sec): 3 clusters
  Score: Raw -897601.288124 + Penalty 2959.875903 = -894641.412221
  nChanged 2
		SP:Iteration 28Q (7460.370000 sec): 3 clusters
  Score: Raw -897602.134869 + Penalty 2959.875903 = -894642.258966
  nChanged 1
		SP:Iteration 29Q (7460.380000 sec): 3 clusters
  Score: Raw -897602.623872 + Penalty 2959.875903 = -894642.747969
  nChanged 2
		SP:Iteration 30Q (7460.400000 sec): 3 clusters
  Score: Raw -897604.806023 + Penalty 2959.875903 = -894644.930120
  nChanged 2
		SP:Iteration 31Q (7460.420000 sec): 3 clusters
  Score: Raw -897607.120619 + Penalty 2959.875903 = -894647.244715
  nChanged 2
		SP:Iteration 32Q (7460.440000 sec): 3 clusters
  Score: Raw -897607.851904 + Penalty 2959.875903 = -894647.976000
  nChanged 1
		SP:Iteration 33Q (7460.460000 sec): 3 clusters
  Score: Raw -897608.205804 + Penalty 2959.875903 = -894648.329901
  nChanged 0
		SP:Iteration 34F (7460.480000 sec): 3 clusters
  Score: Raw -897608.205804 + Penalty 2959.875903 = -894648.329901
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7460.510000 sec): 2 clusters
  Score: Raw -1014774.428092 + Penalty 1505.780666 = -1013268.647426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7460.540000 sec): 3 clusters
  Score: Raw -1008823.067080 + Penalty 3011.561333 = -1005811.505748
  nChanged 4551
		SP:Iteration 1F (7460.560000 sec): 3 clusters
  Score: Raw -1011300.747617 + Penalty 3011.561333 = -1008289.186284
  nChanged 626
		SP:Iteration 2F (7460.590000 sec): 3 clusters
  Score: Raw -1011600.415349 + Penalty 3011.561333 = -1008588.854016
  nChanged 545
		SP:Iteration 3F (7460.620000 sec): 3 clusters
  Score: Raw -1011875.186143 + Penalty 3011.561333 = -1008863.624810
  nChanged 538
		SP:Iteration 4F (7460.640000 sec): 3 clusters
  Score: Raw -1012164.692424 + Penalty 3011.561333 = -1009153.131091
  nChanged 550
		SP:Iteration 5F (7460.670000 sec): 3 clusters
  Score: Raw -1012527.841116 + Penalty 3011.561333 = -1009516.279783
  nChanged 577
		SP:Iteration 6F (7460.690000 sec): 3 clusters
  Score: Raw -1012935.819003 + Penalty 3011.561333 = -1009924.257670
  nChanged 559
		SP:Iteration 7F (7460.720000 sec): 3 clusters
  Score: Raw -1013372.696822 + Penalty 3011.561333 = -1010361.135489
  nChanged 536
		SP:Iteration 8F (7460.740000 sec): 3 clusters
  Score: Raw -1013833.322707 + Penalty 3011.561333 = -1010821.761375
  nChanged 480
		SP:Iteration 9Q (7460.770000 sec): 3 clusters
  Score: Raw -1014276.833076 + Penalty 3011.561333 = -1011265.271743
  nChanged 397
		SP:Iteration 10Q (7460.790000 sec): 3 clusters
  Score: Raw -1014648.900237 + Penalty 3011.561333 = -1011637.338904
  nChanged 273
		SP:Iteration 11Q (7460.810000 sec): 3 clusters
  Score: Raw -1014896.785256 + Penalty 3011.561333 = -1011885.223923
  nChanged 181
		SP:Iteration 12Q (7460.840000 sec): 3 clusters
  Score: Raw -1015059.506854 + Penalty 3011.561333 = -1012047.945521
  nChanged 109
		SP:Iteration 13Q (7460.860000 sec): 3 clusters
  Score: Raw -1015160.153598 + Penalty 3011.561333 = -1012148.592265
  nChanged 75
		SP:Iteration 14Q (7460.880000 sec): 3 clusters
  Score: Raw -1015226.632525 + Penalty 3011.561333 = -1012215.071193
  nChanged 52
		SP:Iteration 15Q (7460.900000 sec): 3 clusters
  Score: Raw -1015269.362033 + Penalty 3011.561333 = -1012257.800701
  nChanged 33
		SP:Iteration 16Q (7460.920000 sec): 3 clusters
  Score: Raw -1015290.426168 + Penalty 3011.561333 = -1012278.864835
  nChanged 12
		SP:Iteration 17Q (7460.940000 sec): 3 clusters
  Score: Raw -1015298.431889 + Penalty 3011.561333 = -1012286.870556
  nChanged 8
		SP:Iteration 18Q (7460.960000 sec): 3 clusters
  Score: Raw -1015302.471798 + Penalty 3011.561333 = -1012290.910465
  nChanged 5
		SP:Iteration 19Q (7460.980000 sec): 3 clusters
  Score: Raw -1015304.197564 + Penalty 3011.561333 = -1012292.636231
  nChanged 2
		SP:Iteration 20F (7461.000000 sec): 3 clusters
  Score: Raw -1015305.112413 + Penalty 3011.561333 = -1012293.551080
  nChanged 5
		SP:Iteration 21Q (7461.020000 sec): 3 clusters
  Score: Raw -1015307.303415 + Penalty 3011.561333 = -1012295.742082
  nChanged 2
		SP:Iteration 22Q (7461.040000 sec): 3 clusters
  Score: Raw -1015308.524902 + Penalty 3011.561333 = -1012296.963569
  nChanged 3
		SP:Iteration 23Q (7461.060000 sec): 3 clusters
  Score: Raw -1015310.449234 + Penalty 3011.561333 = -1012298.887901
  nChanged 6
		SP:Iteration 24Q (7461.080000 sec): 3 clusters
  Score: Raw -1015314.410218 + Penalty 3011.561333 = -1012302.848886
  nChanged 4
		SP:Iteration 25Q (7461.100000 sec): 3 clusters
  Score: Raw -1015317.236484 + Penalty 3011.561333 = -1012305.675151
  nChanged 4
		SP:Iteration 26Q (7461.120000 sec): 3 clusters
  Score: Raw -1015320.963147 + Penalty 3011.561333 = -1012309.401815
  nChanged 3
		SP:Iteration 27Q (7461.140000 sec): 3 clusters
  Score: Raw -1015322.837517 + Penalty 3011.561333 = -1012311.276184
  nChanged 3
		SP:Iteration 28Q (7461.160000 sec): 3 clusters
  Score: Raw -1015324.726726 + Penalty 3011.561333 = -1012313.165393
  nChanged 0
		SP:Iteration 29F (7461.180000 sec): 3 clusters
  Score: Raw -1015324.726726 + Penalty 3011.561333 = -1012313.165393
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7461.200000 sec): 2 clusters
  Score: Raw -155576.823980 + Penalty 1202.402189 = -154374.421791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7461.200000 sec): 3 clusters
  Score: Raw -154942.425217 + Penalty 2404.804377 = -152537.620840
  nChanged 566
		SP:Iteration 1F (7461.200000 sec): 3 clusters
  Score: Raw -155379.312718 + Penalty 2404.804377 = -152974.508341
  nChanged 143
		SP:Iteration 2F (7461.210000 sec): 3 clusters
  Score: Raw -155528.153766 + Penalty 2404.804377 = -153123.349389
  nChanged 94
		SP:Iteration 3F (7461.210000 sec): 3 clusters
  Score: Raw -155651.158379 + Penalty 2404.804377 = -153246.354002
  nChanged 75
		SP:Iteration 4Q (7461.220000 sec): 3 clusters
  Score: Raw -155721.251273 + Penalty 2404.804377 = -153316.446895
  nChanged 52
		SP:Iteration 5Q (7461.220000 sec): 3 clusters
  Score: Raw -155773.608341 + Penalty 2404.804377 = -153368.803964
  nChanged 37
		SP:Iteration 6Q (7461.220000 sec): 3 clusters
  Score: Raw -155823.830246 + Penalty 2404.804377 = -153419.025869
  nChanged 46
		SP:Iteration 7Q (7461.220000 sec): 3 clusters
  Score: Raw -155880.411946 + Penalty 2404.804377 = -153475.607568
  nChanged 38
		SP:Iteration 8Q (7461.230000 sec): 3 clusters
  Score: Raw -155927.573517 + Penalty 2404.804377 = -153522.769140
  nChanged 38
		SP:Iteration 9Q (7461.230000 sec): 3 clusters
  Score: Raw -155968.586515 + Penalty 2404.804377 = -153563.782138
  nChanged 32
		SP:Iteration 10Q (7461.240000 sec): 3 clusters
  Score: Raw -156004.058661 + Penalty 2404.804377 = -153599.254284
  nChanged 23
		SP:Iteration 11Q (7461.240000 sec): 3 clusters
  Score: Raw -156031.506215 + Penalty 2404.804377 = -153626.701838
  nChanged 22
		SP:Iteration 12Q (7461.240000 sec): 3 clusters
  Score: Raw -156056.607970 + Penalty 2404.804377 = -153651.803592
  nChanged 17
		SP:Iteration 13Q (7461.240000 sec): 3 clusters
  Score: Raw -156072.798556 + Penalty 2404.804377 = -153667.994179
  nChanged 19
		SP:Iteration 14Q (7461.250000 sec): 3 clusters
  Score: Raw -156090.515337 + Penalty 2404.804377 = -153685.710960
  nChanged 12
		SP:Iteration 15Q (7461.250000 sec): 3 clusters
  Score: Raw -156108.688457 + Penalty 2404.804377 = -153703.884080
  nChanged 13
		SP:Iteration 16Q (7461.260000 sec): 3 clusters
  Score: Raw -156130.652788 + Penalty 2404.804377 = -153725.848411
  nChanged 16
		SP:Iteration 17Q (7461.260000 sec): 3 clusters
  Score: Raw -156153.128490 + Penalty 2404.804377 = -153748.324113
  nChanged 19
		SP:Iteration 18Q (7461.260000 sec): 3 clusters
  Score: Raw -156172.323329 + Penalty 2404.804377 = -153767.518952
  nChanged 13
		SP:Iteration 19Q (7461.260000 sec): 3 clusters
  Score: Raw -156183.434902 + Penalty 2404.804377 = -153778.630525
  nChanged 11
		SP:Iteration 20F (7461.270000 sec): 3 clusters
  Score: Raw -156197.303244 + Penalty 2404.804377 = -153792.498867
  nChanged 12
		SP:Iteration 21Q (7461.270000 sec): 3 clusters
  Score: Raw -156213.121192 + Penalty 2404.804377 = -153808.316815
  nChanged 13
		SP:Iteration 22Q (7461.280000 sec): 3 clusters
  Score: Raw -156225.881427 + Penalty 2404.804377 = -153821.077049
  nChanged 9
		SP:Iteration 23Q (7461.280000 sec): 3 clusters
  Score: Raw -156234.830024 + Penalty 2404.804377 = -153830.025647
  nChanged 11
		SP:Iteration 24Q (7461.280000 sec): 3 clusters
  Score: Raw -156243.596388 + Penalty 2404.804377 = -153838.792011
  nChanged 9
		SP:Iteration 25Q (7461.290000 sec): 3 clusters
  Score: Raw -156257.807997 + Penalty 2404.804377 = -153853.003620
  nChanged 9
		SP:Iteration 26Q (7461.290000 sec): 3 clusters
  Score: Raw -156277.503366 + Penalty 2404.804377 = -153872.698989
  nChanged 15
		SP:Iteration 27Q (7461.290000 sec): 3 clusters
  Score: Raw -156296.169703 + Penalty 2404.804377 = -153891.365326
  nChanged 11
		SP:Iteration 28Q (7461.300000 sec): 3 clusters
  Score: Raw -156307.907549 + Penalty 2404.804377 = -153903.103172
  nChanged 6
		SP:Iteration 29Q (7461.300000 sec): 3 clusters
  Score: Raw -156314.456324 + Penalty 2404.804377 = -153909.651947
  nChanged 5
		SP:Iteration 30Q (7461.300000 sec): 3 clusters
  Score: Raw -156319.176264 + Penalty 2404.804377 = -153914.371887
  nChanged 4
		SP:Iteration 31Q (7461.300000 sec): 3 clusters
  Score: Raw -156324.188594 + Penalty 2404.804377 = -153919.384217
  nChanged 6
		SP:Iteration 32Q (7461.310000 sec): 3 clusters
  Score: Raw -156342.707168 + Penalty 2404.804377 = -153937.902791
  nChanged 10
		SP:Iteration 33Q (7461.310000 sec): 3 clusters
  Score: Raw -156363.593205 + Penalty 2404.804377 = -153958.788828
  nChanged 8
		SP:Iteration 34Q (7461.310000 sec): 3 clusters
  Score: Raw -156377.665190 + Penalty 2404.804377 = -153972.860813
  nChanged 2
		SP:Iteration 35Q (7461.320000 sec): 3 clusters
  Score: Raw -156380.949713 + Penalty 2404.804377 = -153976.145336
  nChanged 2
		SP:Iteration 36Q (7461.320000 sec): 3 clusters
  Score: Raw -156383.014034 + Penalty 2404.804377 = -153978.209657
  nChanged 2
		SP:Iteration 37Q (7461.320000 sec): 3 clusters
  Score: Raw -156384.440827 + Penalty 2404.804377 = -153979.636450
  nChanged 1
		SP:Iteration 38Q (7461.320000 sec): 3 clusters
  Score: Raw -156385.514301 + Penalty 2404.804377 = -153980.709924
  nChanged 2
		SP:Iteration 39Q (7461.330000 sec): 3 clusters
  Score: Raw -156387.612244 + Penalty 2404.804377 = -153982.807867
  nChanged 2
		SP:Iteration 40F (7461.330000 sec): 3 clusters
  Score: Raw -156389.778652 + Penalty 2404.804377 = -153984.974275
  nChanged 2
		SP:Iteration 41Q (7461.330000 sec): 3 clusters
  Score: Raw -156391.703890 + Penalty 2404.804377 = -153986.899513
  nChanged 2
		SP:Iteration 42Q (7461.330000 sec): 3 clusters
  Score: Raw -156392.772469 + Penalty 2404.804377 = -153987.968091
  nChanged 1
		SP:Iteration 43Q (7461.340000 sec): 3 clusters
  Score: Raw -156395.613460 + Penalty 2404.804377 = -153990.809083
  nChanged 0
		SP:Iteration 44F (7461.340000 sec): 3 clusters
  Score: Raw -156395.613460 + Penalty 2404.804377 = -153990.809083
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7461.350000 sec): 2 clusters
  Score: Raw -341394.737164 + Penalty 1331.247731 = -340063.489432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7461.360000 sec): 3 clusters
  Score: Raw -339592.595825 + Penalty 2662.495463 = -336930.100363
  nChanged 1446
		SP:Iteration 1F (7461.370000 sec): 3 clusters
  Score: Raw -340411.035290 + Penalty 2662.495463 = -337748.539827
  nChanged 266
		SP:Iteration 2F (7461.380000 sec): 3 clusters
  Score: Raw -340575.151169 + Penalty 2662.495463 = -337912.655706
  nChanged 208
		SP:Iteration 3F (7461.390000 sec): 3 clusters
  Score: Raw -340722.678824 + Penalty 2662.495463 = -338060.183361
  nChanged 181
		SP:Iteration 4F (7461.400000 sec): 3 clusters
  Score: Raw -340849.165350 + Penalty 2662.495463 = -338186.669887
  nChanged 153
		SP:Iteration 5Q (7461.400000 sec): 3 clusters
  Score: Raw -340938.355308 + Penalty 2662.495463 = -338275.859845
  nChanged 136
		SP:Iteration 6Q (7461.410000 sec): 3 clusters
  Score: Raw -341013.905822 + Penalty 2662.495463 = -338351.410359
  nChanged 107
		SP:Iteration 7Q (7461.420000 sec): 3 clusters
  Score: Raw -341064.709363 + Penalty 2662.495463 = -338402.213900
  nChanged 83
		SP:Iteration 8Q (7461.430000 sec): 3 clusters
  Score: Raw -341108.600909 + Penalty 2662.495463 = -338446.105446
  nChanged 88
		SP:Iteration 9Q (7461.440000 sec): 3 clusters
  Score: Raw -341156.014345 + Penalty 2662.495463 = -338493.518883
  nChanged 72
		SP:Iteration 10Q (7461.450000 sec): 3 clusters
  Score: Raw -341190.826282 + Penalty 2662.495463 = -338528.330819
  nChanged 83
		SP:Iteration 11Q (7461.460000 sec): 3 clusters
  Score: Raw -341236.514808 + Penalty 2662.495463 = -338574.019345
  nChanged 69
		SP:Iteration 12Q (7461.460000 sec): 3 clusters
  Score: Raw -341269.867203 + Penalty 2662.495463 = -338607.371740
  nChanged 63
		SP:Iteration 13Q (7461.470000 sec): 3 clusters
  Score: Raw -341300.842693 + Penalty 2662.495463 = -338638.347231
  nChanged 52
		SP:Iteration 14Q (7461.480000 sec): 3 clusters
  Score: Raw -341327.445599 + Penalty 2662.495463 = -338664.950136
  nChanged 51
		SP:Iteration 15Q (7461.490000 sec): 3 clusters
  Score: Raw -341352.511352 + Penalty 2662.495463 = -338690.015890
  nChanged 41
		SP:Iteration 16Q (7461.500000 sec): 3 clusters
  Score: Raw -341372.367773 + Penalty 2662.495463 = -338709.872311
  nChanged 44
		SP:Iteration 17Q (7461.510000 sec): 3 clusters
  Score: Raw -341392.170327 + Penalty 2662.495463 = -338729.674865
  nChanged 32
		SP:Iteration 18Q (7461.520000 sec): 3 clusters
  Score: Raw -341407.317837 + Penalty 2662.495463 = -338744.822375
  nChanged 27
		SP:Iteration 19Q (7461.520000 sec): 3 clusters
  Score: Raw -341422.711188 + Penalty 2662.495463 = -338760.215725
  nChanged 24
		SP:Iteration 20F (7461.530000 sec): 3 clusters
  Score: Raw -341436.278210 + Penalty 2662.495463 = -338773.782747
  nChanged 18
		SP:Iteration 21Q (7461.540000 sec): 3 clusters
  Score: Raw -341444.311186 + Penalty 2662.495463 = -338781.815724
  nChanged 19
		SP:Iteration 22Q (7461.550000 sec): 3 clusters
  Score: Raw -341453.230037 + Penalty 2662.495463 = -338790.734574
  nChanged 19
		SP:Iteration 23Q (7461.560000 sec): 3 clusters
  Score: Raw -341462.699389 + Penalty 2662.495463 = -338800.203927
  nChanged 18
		SP:Iteration 24Q (7461.560000 sec): 3 clusters
  Score: Raw -341469.420261 + Penalty 2662.495463 = -338806.924798
  nChanged 15
		SP:Iteration 25Q (7461.570000 sec): 3 clusters
  Score: Raw -341475.503528 + Penalty 2662.495463 = -338813.008065
  nChanged 8
		SP:Iteration 26Q (7461.580000 sec): 3 clusters
  Score: Raw -341478.068554 + Penalty 2662.495463 = -338815.573092
  nChanged 8
		SP:Iteration 27Q (7461.590000 sec): 3 clusters
  Score: Raw -341480.601341 + Penalty 2662.495463 = -338818.105878
  nChanged 13
		SP:Iteration 28Q (7461.600000 sec): 3 clusters
  Score: Raw -341486.646464 + Penalty 2662.495463 = -338824.151001
  nChanged 12
		SP:Iteration 29Q (7461.610000 sec): 3 clusters
  Score: Raw -341492.225145 + Penalty 2662.495463 = -338829.729683
  nChanged 10
		SP:Iteration 30Q (7461.620000 sec): 3 clusters
  Score: Raw -341498.124248 + Penalty 2662.495463 = -338835.628786
  nChanged 12
		SP:Iteration 31Q (7461.620000 sec): 3 clusters
  Score: Raw -341504.089249 + Penalty 2662.495463 = -338841.593787
  nChanged 9
		SP:Iteration 32Q (7461.630000 sec): 3 clusters
  Score: Raw -341508.428228 + Penalty 2662.495463 = -338845.932765
  nChanged 9
		SP:Iteration 33Q (7461.640000 sec): 3 clusters
  Score: Raw -341512.625378 + Penalty 2662.495463 = -338850.129916
  nChanged 10
		SP:Iteration 34Q (7461.650000 sec): 3 clusters
  Score: Raw -341518.609792 + Penalty 2662.495463 = -338856.114330
  nChanged 10
		SP:Iteration 35Q (7461.660000 sec): 3 clusters
  Score: Raw -341522.153111 + Penalty 2662.495463 = -338859.657648
  nChanged 6
		SP:Iteration 36Q (7461.660000 sec): 3 clusters
  Score: Raw -341526.698804 + Penalty 2662.495463 = -338864.203341
  nChanged 9
		SP:Iteration 37Q (7461.670000 sec): 3 clusters
  Score: Raw -341530.756367 + Penalty 2662.495463 = -338868.260905
  nChanged 7
		SP:Iteration 38Q (7461.680000 sec): 3 clusters
  Score: Raw -341532.852811 + Penalty 2662.495463 = -338870.357348
  nChanged 4
		SP:Iteration 39Q (7461.690000 sec): 3 clusters
  Score: Raw -341534.488204 + Penalty 2662.495463 = -338871.992742
  nChanged 2
		SP:Iteration 40F (7461.700000 sec): 3 clusters
  Score: Raw -341536.088015 + Penalty 2662.495463 = -338873.592552
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7461.710000 sec): 2 clusters
  Score: Raw -126106.126131 + Penalty 1168.117070 = -124938.009062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7461.710000 sec): 3 clusters
  Score: Raw -125621.096813 + Penalty 2336.234139 = -123284.862674
  nChanged 403
		SP:Iteration 1F (7461.710000 sec): 3 clusters
  Score: Raw -125914.271145 + Penalty 2336.234139 = -123578.037005
  nChanged 104
		SP:Iteration 2F (7461.720000 sec): 3 clusters
  Score: Raw -126010.741833 + Penalty 2336.234139 = -123674.507693
  nChanged 66
		SP:Iteration 3Q (7461.720000 sec): 3 clusters
  Score: Raw -126078.728087 + Penalty 2336.234139 = -123742.493948
  nChanged 58
		SP:Iteration 4Q (7461.720000 sec): 3 clusters
  Score: Raw -126128.684766 + Penalty 2336.234139 = -123792.450627
  nChanged 36
		SP:Iteration 5Q (7461.720000 sec): 3 clusters
  Score: Raw -126164.534010 + Penalty 2336.234139 = -123828.299870
  nChanged 26
		SP:Iteration 6Q (7461.730000 sec): 3 clusters
  Score: Raw -126195.628044 + Penalty 2336.234139 = -123859.393904
  nChanged 25
		SP:Iteration 7Q (7461.730000 sec): 3 clusters
  Score: Raw -126216.715104 + Penalty 2336.234139 = -123880.480964
  nChanged 13
		SP:Iteration 8Q (7461.740000 sec): 3 clusters
  Score: Raw -126234.370034 + Penalty 2336.234139 = -123898.135895
  nChanged 16
		SP:Iteration 9Q (7461.740000 sec): 3 clusters
  Score: Raw -126246.119807 + Penalty 2336.234139 = -123909.885668
  nChanged 14
		SP:Iteration 10Q (7461.740000 sec): 3 clusters
  Score: Raw -126255.111881 + Penalty 2336.234139 = -123918.877742
  nChanged 8
		SP:Iteration 11Q (7461.740000 sec): 3 clusters
  Score: Raw -126261.846883 + Penalty 2336.234139 = -123925.612744
  nChanged 5
		SP:Iteration 12Q (7461.750000 sec): 3 clusters
  Score: Raw -126265.459018 + Penalty 2336.234139 = -123929.224879
  nChanged 7
		SP:Iteration 13Q (7461.750000 sec): 3 clusters
  Score: Raw -126273.558720 + Penalty 2336.234139 = -123937.324580
  nChanged 12
		SP:Iteration 14Q (7461.750000 sec): 3 clusters
  Score: Raw -126288.695958 + Penalty 2336.234139 = -123952.461819
  nChanged 7
		SP:Iteration 15Q (7461.760000 sec): 3 clusters
  Score: Raw -126298.108941 + Penalty 2336.234139 = -123961.874801
  nChanged 10
		SP:Iteration 16Q (7461.760000 sec): 3 clusters
  Score: Raw -126306.138332 + Penalty 2336.234139 = -123969.904193
  nChanged 9
		SP:Iteration 17Q (7461.760000 sec): 3 clusters
  Score: Raw -126313.224635 + Penalty 2336.234139 = -123976.990496
  nChanged 9
		SP:Iteration 18Q (7461.760000 sec): 3 clusters
  Score: Raw -126318.712500 + Penalty 2336.234139 = -123982.478360
  nChanged 5
		SP:Iteration 19Q (7461.770000 sec): 3 clusters
  Score: Raw -126320.209449 + Penalty 2336.234139 = -123983.975309
  nChanged 1
		SP:Iteration 20F (7461.770000 sec): 3 clusters
  Score: Raw -126321.079909 + Penalty 2336.234139 = -123984.845769
  nChanged 1
		SP:Iteration 21Q (7461.770000 sec): 3 clusters
  Score: Raw -126321.830961 + Penalty 2336.234139 = -123985.596822
  nChanged 2
		SP:Iteration 22Q (7461.780000 sec): 3 clusters
  Score: Raw -126323.191166 + Penalty 2336.234139 = -123986.957027
  nChanged 3
		SP:Iteration 23Q (7461.780000 sec): 3 clusters
  Score: Raw -126324.912408 + Penalty 2336.234139 = -123988.678269
  nChanged 7
		SP:Iteration 24Q (7461.780000 sec): 3 clusters
  Score: Raw -126328.889892 + Penalty 2336.234139 = -123992.655753
  nChanged 4
		SP:Iteration 25Q (7461.780000 sec): 3 clusters
  Score: Raw -126330.894980 + Penalty 2336.234139 = -123994.660841
  nChanged 1
		SP:Iteration 26Q (7461.790000 sec): 3 clusters
  Score: Raw -126331.456120 + Penalty 2336.234139 = -123995.221981
  nChanged 0
		SP:Iteration 27F (7461.790000 sec): 3 clusters
  Score: Raw -126331.456120 + Penalty 2336.234139 = -123995.221981
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7461.830000 sec): 2 clusters
  Score: Raw -981913.247581 + Penalty 1492.215789 = -980421.031792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7461.850000 sec): 3 clusters
  Score: Raw -976441.071111 + Penalty 2984.431578 = -973456.639532
  nChanged 4211
		SP:Iteration 1F (7461.880000 sec): 3 clusters
  Score: Raw -978652.244397 + Penalty 2984.431578 = -975667.812818
  nChanged 584
		SP:Iteration 2F (7461.900000 sec): 3 clusters
  Score: Raw -978941.393233 + Penalty 2984.431578 = -975956.961655
  nChanged 534
		SP:Iteration 3F (7461.930000 sec): 3 clusters
  Score: Raw -979212.833897 + Penalty 2984.431578 = -976228.402319
  nChanged 496
		SP:Iteration 4F (7461.950000 sec): 3 clusters
  Score: Raw -979490.291443 + Penalty 2984.431578 = -976505.859865
  nChanged 508
		SP:Iteration 5F (7461.980000 sec): 3 clusters
  Score: Raw -979820.236033 + Penalty 2984.431578 = -976835.804455
  nChanged 514
		SP:Iteration 6F (7462.000000 sec): 3 clusters
  Score: Raw -980159.510288 + Penalty 2984.431578 = -977175.078710
  nChanged 530
		SP:Iteration 7F (7462.020000 sec): 3 clusters
  Score: Raw -980483.689692 + Penalty 2984.431578 = -977499.258113
  nChanged 463
		SP:Iteration 8Q (7462.050000 sec): 3 clusters
  Score: Raw -980729.507058 + Penalty 2984.431578 = -977745.075480
  nChanged 365
		SP:Iteration 9Q (7462.070000 sec): 3 clusters
  Score: Raw -980882.564968 + Penalty 2984.431578 = -977898.133390
  nChanged 287
		SP:Iteration 10Q (7462.090000 sec): 3 clusters
  Score: Raw -980987.191675 + Penalty 2984.431578 = -978002.760096
  nChanged 226
		SP:Iteration 11Q (7462.120000 sec): 3 clusters
  Score: Raw -981058.579892 + Penalty 2984.431578 = -978074.148313
  nChanged 201
		SP:Iteration 12Q (7462.140000 sec): 3 clusters
  Score: Raw -981117.462824 + Penalty 2984.431578 = -978133.031245
  nChanged 153
		SP:Iteration 13Q (7462.160000 sec): 3 clusters
  Score: Raw -981159.435115 + Penalty 2984.431578 = -978175.003537
  nChanged 129
		SP:Iteration 14Q (7462.190000 sec): 3 clusters
  Score: Raw -981191.535404 + Penalty 2984.431578 = -978207.103826
  nChanged 111
		SP:Iteration 15Q (7462.210000 sec): 3 clusters
  Score: Raw -981214.472438 + Penalty 2984.431578 = -978230.040860
  nChanged 106
		SP:Iteration 16Q (7462.240000 sec): 3 clusters
  Score: Raw -981235.345126 + Penalty 2984.431578 = -978250.913548
  nChanged 83
		SP:Iteration 17Q (7462.260000 sec): 3 clusters
  Score: Raw -981250.595586 + Penalty 2984.431578 = -978266.164008
  nChanged 74
		SP:Iteration 18Q (7462.280000 sec): 3 clusters
  Score: Raw -981264.305998 + Penalty 2984.431578 = -978279.874420
  nChanged 58
		SP:Iteration 19Q (7462.300000 sec): 3 clusters
  Score: Raw -981275.241372 + Penalty 2984.431578 = -978290.809794
  nChanged 52
		SP:Iteration 20F (7462.330000 sec): 3 clusters
  Score: Raw -981284.287939 + Penalty 2984.431578 = -978299.856361
  nChanged 50
		SP:Iteration 21Q (7462.350000 sec): 3 clusters
  Score: Raw -981293.014475 + Penalty 2984.431578 = -978308.582896
  nChanged 62
		SP:Iteration 22Q (7462.370000 sec): 3 clusters
  Score: Raw -981305.619497 + Penalty 2984.431578 = -978321.187918
  nChanged 67
		SP:Iteration 23Q (7462.400000 sec): 3 clusters
  Score: Raw -981318.180145 + Penalty 2984.431578 = -978333.748566
  nChanged 63
		SP:Iteration 24Q (7462.420000 sec): 3 clusters
  Score: Raw -981331.822505 + Penalty 2984.431578 = -978347.390927
  nChanged 83
		SP:Iteration 25Q (7462.440000 sec): 3 clusters
  Score: Raw -981349.655539 + Penalty 2984.431578 = -978365.223961
  nChanged 80
		SP:Iteration 26Q (7462.460000 sec): 3 clusters
  Score: Raw -981367.674424 + Penalty 2984.431578 = -978383.242845
  nChanged 78
		SP:Iteration 27Q (7462.490000 sec): 3 clusters
  Score: Raw -981385.305164 + Penalty 2984.431578 = -978400.873586
  nChanged 93
		SP:Iteration 28Q (7462.510000 sec): 3 clusters
  Score: Raw -981408.900053 + Penalty 2984.431578 = -978424.468474
  nChanged 94
		SP:Iteration 29Q (7462.530000 sec): 3 clusters
  Score: Raw -981430.087919 + Penalty 2984.431578 = -978445.656341
  nChanged 81
		SP:Iteration 30Q (7462.560000 sec): 3 clusters
  Score: Raw -981451.517135 + Penalty 2984.431578 = -978467.085556
  nChanged 79
		SP:Iteration 31Q (7462.580000 sec): 3 clusters
  Score: Raw -981470.623145 + Penalty 2984.431578 = -978486.191566
  nChanged 71
		SP:Iteration 32Q (7462.600000 sec): 3 clusters
  Score: Raw -981489.336394 + Penalty 2984.431578 = -978504.904815
  nChanged 72
		SP:Iteration 33Q (7462.620000 sec): 3 clusters
  Score: Raw -981506.107177 + Penalty 2984.431578 = -978521.675599
  nChanged 75
		SP:Iteration 34Q (7462.640000 sec): 3 clusters
  Score: Raw -981523.874994 + Penalty 2984.431578 = -978539.443416
  nChanged 65
		SP:Iteration 35Q (7462.660000 sec): 3 clusters
  Score: Raw -981537.379719 + Penalty 2984.431578 = -978552.948140
  nChanged 56
		SP:Iteration 36Q (7462.690000 sec): 3 clusters
  Score: Raw -981548.058557 + Penalty 2984.431578 = -978563.626979
  nChanged 49
		SP:Iteration 37Q (7462.710000 sec): 3 clusters
  Score: Raw -981557.946752 + Penalty 2984.431578 = -978573.515174
  nChanged 55
		SP:Iteration 38Q (7462.730000 sec): 3 clusters
  Score: Raw -981569.966179 + Penalty 2984.431578 = -978585.534600
  nChanged 55
		SP:Iteration 39Q (7462.750000 sec): 3 clusters
  Score: Raw -981583.737250 + Penalty 2984.431578 = -978599.305671
  nChanged 48
		SP:Iteration 40F (7462.780000 sec): 3 clusters
  Score: Raw -981594.796988 + Penalty 2984.431578 = -978610.365409
  nChanged 63
		SP:Iteration 41Q (7462.800000 sec): 3 clusters
  Score: Raw -981609.897898 + Penalty 2984.431578 = -978625.466320
  nChanged 72
		SP:Iteration 42Q (7462.820000 sec): 3 clusters
  Score: Raw -981627.448115 + Penalty 2984.431578 = -978643.016536
  nChanged 65
		SP:Iteration 43Q (7462.840000 sec): 3 clusters
  Score: Raw -981643.830575 + Penalty 2984.431578 = -978659.398996
  nChanged 64
		SP:Iteration 44Q (7462.860000 sec): 3 clusters
  Score: Raw -981660.124915 + Penalty 2984.431578 = -978675.693336
  nChanged 70
		SP:Iteration 45Q (7462.880000 sec): 3 clusters
  Score: Raw -981678.193920 + Penalty 2984.431578 = -978693.762341
  nChanged 62
		SP:Iteration 46Q (7462.900000 sec): 3 clusters
  Score: Raw -981692.328646 + Penalty 2984.431578 = -978707.897068
  nChanged 66
		SP:Iteration 47Q (7462.920000 sec): 3 clusters
  Score: Raw -981708.594690 + Penalty 2984.431578 = -978724.163111
  nChanged 68
		SP:Iteration 48Q (7462.940000 sec): 3 clusters
  Score: Raw -981727.424624 + Penalty 2984.431578 = -978742.993046
  nChanged 68
		SP:Iteration 49Q (7462.970000 sec): 3 clusters
  Score: Raw -981745.949752 + Penalty 2984.431578 = -978761.518174
  nChanged 70
		SP:Iteration 50Q (7462.990000 sec): 3 clusters
  Score: Raw -981765.044102 + Penalty 2984.431578 = -978780.612523
  nChanged 79
		SP:Iteration 51Q (7463.010000 sec): 3 clusters
  Score: Raw -981788.413354 + Penalty 2984.431578 = -978803.981776
  nChanged 75
		SP:Iteration 52Q (7463.030000 sec): 3 clusters
  Score: Raw -981809.648888 + Penalty 2984.431578 = -978825.217310
  nChanged 65
		SP:Iteration 53Q (7463.050000 sec): 3 clusters
  Score: Raw -981828.870446 + Penalty 2984.431578 = -978844.438868
  nChanged 71
		SP:Iteration 54Q (7463.070000 sec): 3 clusters
  Score: Raw -981848.116387 + Penalty 2984.431578 = -978863.684809
  nChanged 55
		SP:Iteration 55Q (7463.090000 sec): 3 clusters
  Score: Raw -981863.873103 + Penalty 2984.431578 = -978879.441525
  nChanged 52
		SP:Iteration 56Q (7463.110000 sec): 3 clusters
  Score: Raw -981876.200628 + Penalty 2984.431578 = -978891.769050
  nChanged 48
		SP:Iteration 57Q (7463.130000 sec): 3 clusters
  Score: Raw -981890.426350 + Penalty 2984.431578 = -978905.994772
  nChanged 47
		SP:Iteration 58Q (7463.150000 sec): 3 clusters
  Score: Raw -981905.975562 + Penalty 2984.431578 = -978921.543984
  nChanged 41
		SP:Iteration 59Q (7463.170000 sec): 3 clusters
  Score: Raw -981918.421328 + Penalty 2984.431578 = -978933.989750
  nChanged 44
		SP:Iteration 60F (7463.200000 sec): 3 clusters
  Score: Raw -981934.059370 + Penalty 2984.431578 = -978949.627791
  nChanged 46
		SP:Iteration 61Q (7463.220000 sec): 3 clusters
  Score: Raw -981949.574871 + Penalty 2984.431578 = -978965.143293
  nChanged 47
		SP:Iteration 62Q (7463.240000 sec): 3 clusters
  Score: Raw -981964.846915 + Penalty 2984.431578 = -978980.415337
  nChanged 43
		SP:Iteration 63Q (7463.260000 sec): 3 clusters
  Score: Raw -981980.765170 + Penalty 2984.431578 = -978996.333591
  nChanged 41
		SP:Iteration 64Q (7463.280000 sec): 3 clusters
  Score: Raw -981992.596251 + Penalty 2984.431578 = -979008.164673
  nChanged 33
		SP:Iteration 65Q (7463.300000 sec): 3 clusters
  Score: Raw -982002.490835 + Penalty 2984.431578 = -979018.059256
  nChanged 31
		SP:Iteration 66Q (7463.320000 sec): 3 clusters
  Score: Raw -982011.640943 + Penalty 2984.431578 = -979027.209365
  nChanged 30
		SP:Iteration 67Q (7463.340000 sec): 3 clusters
  Score: Raw -982020.639642 + Penalty 2984.431578 = -979036.208063
  nChanged 24
		SP:Iteration 68Q (7463.360000 sec): 3 clusters
  Score: Raw -982028.247115 + Penalty 2984.431578 = -979043.815537
  nChanged 21
		SP:Iteration 69Q (7463.380000 sec): 3 clusters
  Score: Raw -982034.465250 + Penalty 2984.431578 = -979050.033671
  nChanged 21
		SP:Iteration 70Q (7463.400000 sec): 3 clusters
  Score: Raw -982039.173759 + Penalty 2984.431578 = -979054.742180
  nChanged 14
		SP:Iteration 71Q (7463.420000 sec): 3 clusters
  Score: Raw -982042.214226 + Penalty 2984.431578 = -979057.782648
  nChanged 10
		SP:Iteration 72Q (7463.440000 sec): 3 clusters
  Score: Raw -982045.095549 + Penalty 2984.431578 = -979060.663971
  nChanged 12
		SP:Iteration 73Q (7463.450000 sec): 3 clusters
  Score: Raw -982048.718380 + Penalty 2984.431578 = -979064.286802
  nChanged 11
		SP:Iteration 74Q (7463.470000 sec): 3 clusters
  Score: Raw -982052.635258 + Penalty 2984.431578 = -979068.203680
  nChanged 18
		SP:Iteration 75Q (7463.490000 sec): 3 clusters
  Score: Raw -982058.626987 + Penalty 2984.431578 = -979074.195408
  nChanged 16
		SP:Iteration 76Q (7463.510000 sec): 3 clusters
  Score: Raw -982064.107487 + Penalty 2984.431578 = -979079.675908
  nChanged 20
		SP:Iteration 77Q (7463.530000 sec): 3 clusters
  Score: Raw -982069.511830 + Penalty 2984.431578 = -979085.080251
  nChanged 14
		SP:Iteration 78Q (7463.550000 sec): 3 clusters
  Score: Raw -982074.282992 + Penalty 2984.431578 = -979089.851414
  nChanged 14
		SP:Iteration 79Q (7463.570000 sec): 3 clusters
  Score: Raw -982077.849645 + Penalty 2984.431578 = -979093.418067
  nChanged 9
		SP:Iteration 80F (7463.600000 sec): 3 clusters
  Score: Raw -982081.721083 + Penalty 2984.431578 = -979097.289504
  nChanged 17
		SP:Iteration 81Q (7463.610000 sec): 3 clusters
  Score: Raw -982089.456081 + Penalty 2984.431578 = -979105.024503
  nChanged 17
		SP:Iteration 82Q (7463.630000 sec): 3 clusters
  Score: Raw -982093.771499 + Penalty 2984.431578 = -979109.339920
  nChanged 10
		SP:Iteration 83Q (7463.650000 sec): 3 clusters
  Score: Raw -982097.187407 + Penalty 2984.431578 = -979112.755829
  nChanged 11
		SP:Iteration 84Q (7463.670000 sec): 3 clusters
  Score: Raw -982100.227515 + Penalty 2984.431578 = -979115.795937
  nChanged 10
		SP:Iteration 85Q (7463.690000 sec): 3 clusters
  Score: Raw -982104.060567 + Penalty 2984.431578 = -979119.628988
  nChanged 15
		SP:Iteration 86Q (7463.710000 sec): 3 clusters
  Score: Raw -982109.493813 + Penalty 2984.431578 = -979125.062235
  nChanged 11
		SP:Iteration 87Q (7463.730000 sec): 3 clusters
  Score: Raw -982112.840235 + Penalty 2984.431578 = -979128.408656
  nChanged 8
		SP:Iteration 88Q (7463.750000 sec): 3 clusters
  Score: Raw -982115.301389 + Penalty 2984.431578 = -979130.869810
  nChanged 9
		SP:Iteration 89Q (7463.770000 sec): 3 clusters
  Score: Raw -982118.844973 + Penalty 2984.431578 = -979134.413394
  nChanged 8
		SP:Iteration 90Q (7463.790000 sec): 3 clusters
  Score: Raw -982121.092876 + Penalty 2984.431578 = -979136.661298
  nChanged 8
		SP:Iteration 91Q (7463.810000 sec): 3 clusters
  Score: Raw -982123.501648 + Penalty 2984.431578 = -979139.070070
  nChanged 4
		SP:Iteration 92Q (7463.820000 sec): 3 clusters
  Score: Raw -982124.961770 + Penalty 2984.431578 = -979140.530191
  nChanged 3
		SP:Iteration 93Q (7463.840000 sec): 3 clusters
  Score: Raw -982126.038526 + Penalty 2984.431578 = -979141.606947
  nChanged 4
		SP:Iteration 94Q (7463.860000 sec): 3 clusters
  Score: Raw -982127.308267 + Penalty 2984.431578 = -979142.876688
  nChanged 4
		SP:Iteration 95Q (7463.880000 sec): 3 clusters
  Score: Raw -982128.767533 + Penalty 2984.431578 = -979144.335955
  nChanged 5
		SP:Iteration 96Q (7463.900000 sec): 3 clusters
  Score: Raw -982130.401737 + Penalty 2984.431578 = -979145.970159
  nChanged 6
		SP:Iteration 97Q (7463.920000 sec): 3 clusters
  Score: Raw -982131.659777 + Penalty 2984.431578 = -979147.228199
  nChanged 1
		SP:Iteration 98Q (7463.940000 sec): 3 clusters
  Score: Raw -982131.821825 + Penalty 2984.431578 = -979147.390246
  nChanged 2
		SP:Iteration 99Q (7463.960000 sec): 3 clusters
  Score: Raw -982132.267995 + Penalty 2984.431578 = -979147.836416
  nChanged 2
		SP:Iteration 100F (7463.980000 sec): 3 clusters
  Score: Raw -982132.851373 + Penalty 2984.431578 = -979148.419794
  nChanged 6
		SP:Iteration 101Q (7464.000000 sec): 3 clusters
  Score: Raw -982135.067007 + Penalty 2984.431578 = -979150.635428
  nChanged 7
		SP:Iteration 102Q (7464.020000 sec): 3 clusters
  Score: Raw -982138.505733 + Penalty 2984.431578 = -979154.074154
  nChanged 11
		SP:Iteration 103Q (7464.040000 sec): 3 clusters
  Score: Raw -982141.856680 + Penalty 2984.431578 = -979157.425102
  nChanged 11
		SP:Iteration 104Q (7464.060000 sec): 3 clusters
  Score: Raw -982145.821416 + Penalty 2984.431578 = -979161.389837
  nChanged 8
		SP:Iteration 105Q (7464.080000 sec): 3 clusters
  Score: Raw -982148.528674 + Penalty 2984.431578 = -979164.097095
  nChanged 5
		SP:Iteration 106Q (7464.100000 sec): 3 clusters
  Score: Raw -982150.177158 + Penalty 2984.431578 = -979165.745579
  nChanged 3
		SP:Iteration 107Q (7464.120000 sec): 3 clusters
  Score: Raw -982151.398911 + Penalty 2984.431578 = -979166.967333
  nChanged 4
		SP:Iteration 108Q (7464.140000 sec): 3 clusters
  Score: Raw -982153.153400 + Penalty 2984.431578 = -979168.721822
  nChanged 5
		SP:Iteration 109Q (7464.150000 sec): 3 clusters
  Score: Raw -982155.120967 + Penalty 2984.431578 = -979170.689389
  nChanged 7
		SP:Iteration 110Q (7464.170000 sec): 3 clusters
  Score: Raw -982158.237930 + Penalty 2984.431578 = -979173.806352
  nChanged 7
		SP:Iteration 111Q (7464.190000 sec): 3 clusters
  Score: Raw -982160.939235 + Penalty 2984.431578 = -979176.507657
  nChanged 3
		SP:Iteration 112Q (7464.210000 sec): 3 clusters
  Score: Raw -982162.449056 + Penalty 2984.431578 = -979178.017477
  nChanged 6
		SP:Iteration 113Q (7464.230000 sec): 3 clusters
  Score: Raw -982165.077360 + Penalty 2984.431578 = -979180.645782
  nChanged 6
		SP:Iteration 114Q (7464.250000 sec): 3 clusters
  Score: Raw -982167.571554 + Penalty 2984.431578 = -979183.139976
  nChanged 5
		SP:Iteration 115Q (7464.260000 sec): 3 clusters
  Score: Raw -982169.441657 + Penalty 2984.431578 = -979185.010079
  nChanged 6
		SP:Iteration 116Q (7464.280000 sec): 3 clusters
  Score: Raw -982170.600230 + Penalty 2984.431578 = -979186.168652
  nChanged 3
		SP:Iteration 117Q (7464.300000 sec): 3 clusters
  Score: Raw -982171.425098 + Penalty 2984.431578 = -979186.993520
  nChanged 2
		SP:Iteration 118Q (7464.320000 sec): 3 clusters
  Score: Raw -982172.015835 + Penalty 2984.431578 = -979187.584256
  nChanged 1
		SP:Iteration 119Q (7464.340000 sec): 3 clusters
  Score: Raw -982172.326551 + Penalty 2984.431578 = -979187.894973
  nChanged 0
		SP:Iteration 120F (7464.360000 sec): 3 clusters
  Score: Raw -982172.326551 + Penalty 2984.431578 = -979187.894973
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.380000 sec): 2 clusters
  Score: Raw -305571.211385 + Penalty 1309.683753 = -304261.527631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.390000 sec): 3 clusters
  Score: Raw -304040.328182 + Penalty 2619.367507 = -301420.960675
  nChanged 1248
		SP:Iteration 1F (7464.390000 sec): 3 clusters
  Score: Raw -304773.249536 + Penalty 2619.367507 = -302153.882029
  nChanged 282
		SP:Iteration 2F (7464.400000 sec): 3 clusters
  Score: Raw -304966.228380 + Penalty 2619.367507 = -302346.860873
  nChanged 193
		SP:Iteration 3F (7464.410000 sec): 3 clusters
  Score: Raw -305115.633347 + Penalty 2619.367507 = -302496.265840
  nChanged 183
		SP:Iteration 4F (7464.420000 sec): 3 clusters
  Score: Raw -305266.854943 + Penalty 2619.367507 = -302647.487436
  nChanged 164
		SP:Iteration 5F (7464.420000 sec): 3 clusters
  Score: Raw -305417.979454 + Penalty 2619.367507 = -302798.611947
  nChanged 203
		SP:Iteration 6F (7464.430000 sec): 3 clusters
  Score: Raw -305648.593025 + Penalty 2619.367507 = -303029.225518
  nChanged 216
		SP:Iteration 7F (7464.440000 sec): 3 clusters
  Score: Raw -305901.197910 + Penalty 2619.367507 = -303281.830403
  nChanged 202
		SP:Iteration 8F (7464.450000 sec): 3 clusters
  Score: Raw -306105.098673 + Penalty 2619.367507 = -303485.731166
  nChanged 140
		SP:Iteration 9Q (7464.450000 sec): 3 clusters
  Score: Raw -306212.787591 + Penalty 2619.367507 = -303593.420084
  nChanged 79
		SP:Iteration 10Q (7464.460000 sec): 3 clusters
  Score: Raw -306256.637009 + Penalty 2619.367507 = -303637.269502
  nChanged 45
		SP:Iteration 11Q (7464.470000 sec): 3 clusters
  Score: Raw -306276.235032 + Penalty 2619.367507 = -303656.867525
  nChanged 29
		SP:Iteration 12Q (7464.480000 sec): 3 clusters
  Score: Raw -306292.862871 + Penalty 2619.367507 = -303673.495364
  nChanged 27
		SP:Iteration 13Q (7464.480000 sec): 3 clusters
  Score: Raw -306312.344521 + Penalty 2619.367507 = -303692.977014
  nChanged 27
		SP:Iteration 14Q (7464.490000 sec): 3 clusters
  Score: Raw -306328.350387 + Penalty 2619.367507 = -303708.982880
  nChanged 20
		SP:Iteration 15Q (7464.500000 sec): 3 clusters
  Score: Raw -306337.364322 + Penalty 2619.367507 = -303717.996815
  nChanged 20
		SP:Iteration 16Q (7464.500000 sec): 3 clusters
  Score: Raw -306347.853271 + Penalty 2619.367507 = -303728.485764
  nChanged 14
		SP:Iteration 17Q (7464.510000 sec): 3 clusters
  Score: Raw -306352.366592 + Penalty 2619.367507 = -303732.999086
  nChanged 12
		SP:Iteration 18Q (7464.520000 sec): 3 clusters
  Score: Raw -306357.971995 + Penalty 2619.367507 = -303738.604488
  nChanged 11
		SP:Iteration 19Q (7464.530000 sec): 3 clusters
  Score: Raw -306363.616678 + Penalty 2619.367507 = -303744.249171
  nChanged 17
		SP:Iteration 20F (7464.540000 sec): 3 clusters
  Score: Raw -306371.115316 + Penalty 2619.367507 = -303751.747809
  nChanged 12
		SP:Iteration 21Q (7464.540000 sec): 3 clusters
  Score: Raw -306375.851003 + Penalty 2619.367507 = -303756.483497
  nChanged 10
		SP:Iteration 22Q (7464.550000 sec): 3 clusters
  Score: Raw -306379.907052 + Penalty 2619.367507 = -303760.539545
  nChanged 3
		SP:Iteration 23Q (7464.560000 sec): 3 clusters
  Score: Raw -306380.856892 + Penalty 2619.367507 = -303761.489386
  nChanged 2
		SP:Iteration 24Q (7464.560000 sec): 3 clusters
  Score: Raw -306381.672097 + Penalty 2619.367507 = -303762.304590
  nChanged 5
		SP:Iteration 25Q (7464.570000 sec): 3 clusters
  Score: Raw -306383.722429 + Penalty 2619.367507 = -303764.354923
  nChanged 4
		SP:Iteration 26Q (7464.580000 sec): 3 clusters
  Score: Raw -306386.570800 + Penalty 2619.367507 = -303767.203293
  nChanged 8
		SP:Iteration 27Q (7464.580000 sec): 3 clusters
  Score: Raw -306391.855784 + Penalty 2619.367507 = -303772.488277
  nChanged 13
		SP:Iteration 28Q (7464.590000 sec): 3 clusters
  Score: Raw -306398.898918 + Penalty 2619.367507 = -303779.531411
  nChanged 13
		SP:Iteration 29Q (7464.600000 sec): 3 clusters
  Score: Raw -306404.869133 + Penalty 2619.367507 = -303785.501626
  nChanged 11
		SP:Iteration 30Q (7464.610000 sec): 3 clusters
  Score: Raw -306409.451076 + Penalty 2619.367507 = -303790.083569
  nChanged 12
		SP:Iteration 31Q (7464.610000 sec): 3 clusters
  Score: Raw -306415.067011 + Penalty 2619.367507 = -303795.699504
  nChanged 9
		SP:Iteration 32Q (7464.620000 sec): 3 clusters
  Score: Raw -306417.864881 + Penalty 2619.367507 = -303798.497374
  nChanged 7
		SP:Iteration 33Q (7464.630000 sec): 3 clusters
  Score: Raw -306420.411268 + Penalty 2619.367507 = -303801.043761
  nChanged 9
		SP:Iteration 34Q (7464.640000 sec): 3 clusters
  Score: Raw -306423.357981 + Penalty 2619.367507 = -303803.990474
  nChanged 6
		SP:Iteration 35Q (7464.640000 sec): 3 clusters
  Score: Raw -306425.460974 + Penalty 2619.367507 = -303806.093467
  nChanged 6
		SP:Iteration 36Q (7464.650000 sec): 3 clusters
  Score: Raw -306427.368608 + Penalty 2619.367507 = -303808.001101
  nChanged 4
		SP:Iteration 37Q (7464.660000 sec): 3 clusters
  Score: Raw -306428.837030 + Penalty 2619.367507 = -303809.469523
  nChanged 5
		SP:Iteration 38Q (7464.660000 sec): 3 clusters
  Score: Raw -306430.500871 + Penalty 2619.367507 = -303811.133364
  nChanged 2
		SP:Iteration 39Q (7464.670000 sec): 3 clusters
  Score: Raw -306431.211426 + Penalty 2619.367507 = -303811.843919
  nChanged 1
		SP:Iteration 40F (7464.680000 sec): 3 clusters
  Score: Raw -306431.470669 + Penalty 2619.367507 = -303812.103162
  nChanged 1
		SP:Iteration 41Q (7464.680000 sec): 3 clusters
  Score: Raw -306431.666746 + Penalty 2619.367507 = -303812.299239
  nChanged 1
		SP:Iteration 42Q (7464.690000 sec): 3 clusters
  Score: Raw -306431.808314 + Penalty 2619.367507 = -303812.440807
  nChanged 0
		SP:Iteration 43F (7464.700000 sec): 3 clusters
  Score: Raw -306431.808314 + Penalty 2619.367507 = -303812.440807
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.790000 sec): 2 clusters
  Score: Raw -2466880.669037 + Penalty 1646.167980 = -2465234.501057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.860000 sec): 3 clusters
  Score: Raw -2451515.359747 + Penalty 3292.335961 = -2448223.023786
  nChanged 11557
		SP:Iteration 1F (7464.930000 sec): 3 clusters
  Score: Raw -2457981.229433 + Penalty 3292.335961 = -2454688.893472
  nChanged 1205
		SP:Iteration 2Q (7464.990000 sec): 3 clusters
  Score: Raw -2458362.285080 + Penalty 3292.335961 = -2455069.949119
  nChanged 1098
		SP:Iteration 3Q (7465.060000 sec): 3 clusters
  Score: Raw -2458768.248960 + Penalty 3292.335961 = -2455475.912999
  nChanged 1090
		SP:Iteration 4Q (7465.130000 sec): 3 clusters
  Score: Raw -2459244.479188 + Penalty 3292.335961 = -2455952.143227
  nChanged 1141
		SP:Iteration 5Q (7465.190000 sec): 3 clusters
  Score: Raw -2459859.808874 + Penalty 3292.335961 = -2456567.472913
  nChanged 1194
		SP:Iteration 6Q (7465.260000 sec): 3 clusters
  Score: Raw -2460505.373459 + Penalty 3292.335961 = -2457213.037498
  nChanged 1224
		SP:Iteration 7Q (7465.330000 sec): 3 clusters
  Score: Raw -2461163.049836 + Penalty 3292.335961 = -2457870.713875
  nChanged 1184
		SP:Iteration 8Q (7465.390000 sec): 3 clusters
  Score: Raw -2461751.098330 + Penalty 3292.335961 = -2458458.762369
  nChanged 1124
		SP:Iteration 9Q (7465.460000 sec): 3 clusters
  Score: Raw -2462309.708712 + Penalty 3292.335961 = -2459017.372751
  nChanged 998
		SP:Iteration 10Q (7465.520000 sec): 3 clusters
  Score: Raw -2462808.020101 + Penalty 3292.335961 = -2459515.684140
  nChanged 969
		SP:Iteration 11Q (7465.590000 sec): 3 clusters
  Score: Raw -2463283.267263 + Penalty 3292.335961 = -2459990.931302
  nChanged 833
		SP:Iteration 12Q (7465.650000 sec): 3 clusters
  Score: Raw -2463647.942907 + Penalty 3292.335961 = -2460355.606946
  nChanged 728
		SP:Iteration 13Q (7465.720000 sec): 3 clusters
  Score: Raw -2463938.597420 + Penalty 3292.335961 = -2460646.261459
  nChanged 580
		SP:Iteration 14Q (7465.780000 sec): 3 clusters
  Score: Raw -2464162.254379 + Penalty 3292.335961 = -2460869.918418
  nChanged 503
		SP:Iteration 15Q (7465.840000 sec): 3 clusters
  Score: Raw -2464369.519946 + Penalty 3292.335961 = -2461077.183985
  nChanged 464
		SP:Iteration 16Q (7465.910000 sec): 3 clusters
  Score: Raw -2464559.904471 + Penalty 3292.335961 = -2461267.568510
  nChanged 477
		SP:Iteration 17Q (7465.970000 sec): 3 clusters
  Score: Raw -2464766.809319 + Penalty 3292.335961 = -2461474.473358
  nChanged 503
		SP:Iteration 18Q (7466.030000 sec): 3 clusters
  Score: Raw -2464996.093572 + Penalty 3292.335961 = -2461703.757611
  nChanged 524
		SP:Iteration 19Q (7466.090000 sec): 3 clusters
  Score: Raw -2465238.108671 + Penalty 3292.335961 = -2461945.772710
  nChanged 495
		SP:Iteration 20F (7466.150000 sec): 3 clusters
  Score: Raw -2465485.987069 + Penalty 3292.335961 = -2462193.651108
  nChanged 497
		SP:Iteration 21Q (7466.210000 sec): 3 clusters
  Score: Raw -2465741.380693 + Penalty 3292.335961 = -2462449.044732
  nChanged 464
		SP:Iteration 22Q (7466.270000 sec): 3 clusters
  Score: Raw -2465973.702247 + Penalty 3292.335961 = -2462681.366286
  nChanged 425
		SP:Iteration 23Q (7466.330000 sec): 3 clusters
  Score: Raw -2466175.290268 + Penalty 3292.335961 = -2462882.954308
  nChanged 386
		SP:Iteration 24Q (7466.390000 sec): 3 clusters
  Score: Raw -2466330.263610 + Penalty 3292.335961 = -2463037.927649
  nChanged 357
		SP:Iteration 25Q (7466.450000 sec): 3 clusters
  Score: Raw -2466488.369087 + Penalty 3292.335961 = -2463196.033126
  nChanged 338
		SP:Iteration 26Q (7466.510000 sec): 3 clusters
  Score: Raw -2466639.214553 + Penalty 3292.335961 = -2463346.878592
  nChanged 297
		SP:Iteration 27Q (7466.570000 sec): 3 clusters
  Score: Raw -2466766.327740 + Penalty 3292.335961 = -2463473.991779
  nChanged 264
		SP:Iteration 28Q (7466.630000 sec): 3 clusters
  Score: Raw -2466861.425050 + Penalty 3292.335961 = -2463569.089090
  nChanged 241
		SP:Iteration 29Q (7466.680000 sec): 3 clusters
  Score: Raw -2466939.638491 + Penalty 3292.335961 = -2463647.302530
  nChanged 228
		SP:Iteration 30Q (7466.740000 sec): 3 clusters
  Score: Raw -2467004.055828 + Penalty 3292.335961 = -2463711.719867
  nChanged 203
		SP:Iteration 31Q (7466.790000 sec): 3 clusters
  Score: Raw -2467054.682423 + Penalty 3292.335961 = -2463762.346462
  nChanged 182
		SP:Iteration 32Q (7466.850000 sec): 3 clusters
  Score: Raw -2467097.462036 + Penalty 3292.335961 = -2463805.126075
  nChanged 168
		SP:Iteration 33Q (7466.900000 sec): 3 clusters
  Score: Raw -2467137.060929 + Penalty 3292.335961 = -2463844.724968
  nChanged 147
		SP:Iteration 34Q (7466.960000 sec): 3 clusters
  Score: Raw -2467168.790319 + Penalty 3292.335961 = -2463876.454358
  nChanged 128
		SP:Iteration 35Q (7467.010000 sec): 3 clusters
  Score: Raw -2467196.064740 + Penalty 3292.335961 = -2463903.728779
  nChanged 118
		SP:Iteration 36Q (7467.070000 sec): 3 clusters
  Score: Raw -2467223.585954 + Penalty 3292.335961 = -2463931.249993
  nChanged 128
		SP:Iteration 37Q (7467.120000 sec): 3 clusters
  Score: Raw -2467254.182829 + Penalty 3292.335961 = -2463961.846868
  nChanged 120
		SP:Iteration 38Q (7467.170000 sec): 3 clusters
  Score: Raw -2467285.081138 + Penalty 3292.335961 = -2463992.745177
  nChanged 127
		SP:Iteration 39Q (7467.230000 sec): 3 clusters
  Score: Raw -2467317.618313 + Penalty 3292.335961 = -2464025.282353
  nChanged 112
		SP:Iteration 40F (7467.290000 sec): 3 clusters
  Score: Raw -2467346.884133 + Penalty 3292.335961 = -2464054.548172
  nChanged 113
		SP:Iteration 41Q (7467.340000 sec): 3 clusters
  Score: Raw -2467376.508082 + Penalty 3292.335961 = -2464084.172121
  nChanged 109
		SP:Iteration 42Q (7467.400000 sec): 3 clusters
  Score: Raw -2467407.920582 + Penalty 3292.335961 = -2464115.584621
  nChanged 106
		SP:Iteration 43Q (7467.450000 sec): 3 clusters
  Score: Raw -2467434.453269 + Penalty 3292.335961 = -2464142.117308
  nChanged 105
		SP:Iteration 44Q (7467.510000 sec): 3 clusters
  Score: Raw -2467462.957273 + Penalty 3292.335961 = -2464170.621312
  nChanged 98
		SP:Iteration 45Q (7467.560000 sec): 3 clusters
  Score: Raw -2467489.440076 + Penalty 3292.335961 = -2464197.104115
  nChanged 109
		SP:Iteration 46Q (7467.610000 sec): 3 clusters
  Score: Raw -2467516.955908 + Penalty 3292.335961 = -2464224.619947
  nChanged 82
		SP:Iteration 47Q (7467.670000 sec): 3 clusters
  Score: Raw -2467533.029899 + Penalty 3292.335961 = -2464240.693938
  nChanged 64
		SP:Iteration 48Q (7467.720000 sec): 3 clusters
  Score: Raw -2467544.431752 + Penalty 3292.335961 = -2464252.095791
  nChanged 68
		SP:Iteration 49Q (7467.770000 sec): 3 clusters
  Score: Raw -2467558.665486 + Penalty 3292.335961 = -2464266.329525
  nChanged 68
		SP:Iteration 50Q (7467.820000 sec): 3 clusters
  Score: Raw -2467570.556030 + Penalty 3292.335961 = -2464278.220069
  nChanged 49
		SP:Iteration 51Q (7467.870000 sec): 3 clusters
  Score: Raw -2467578.120238 + Penalty 3292.335961 = -2464285.784277
  nChanged 47
		SP:Iteration 52Q (7467.920000 sec): 3 clusters
  Score: Raw -2467584.571868 + Penalty 3292.335961 = -2464292.235907
  nChanged 37
		SP:Iteration 53Q (7467.970000 sec): 3 clusters
  Score: Raw -2467589.213543 + Penalty 3292.335961 = -2464296.877582
  nChanged 28
		SP:Iteration 54Q (7468.030000 sec): 3 clusters
  Score: Raw -2467592.583717 + Penalty 3292.335961 = -2464300.247756
  nChanged 18
		SP:Iteration 55Q (7468.080000 sec): 3 clusters
  Score: Raw -2467594.269193 + Penalty 3292.335961 = -2464301.933232
  nChanged 13
		SP:Iteration 56Q (7468.130000 sec): 3 clusters
  Score: Raw -2467595.448530 + Penalty 3292.335961 = -2464303.112569
  nChanged 13
		SP:Iteration 57Q (7468.190000 sec): 3 clusters
  Score: Raw -2467596.728359 + Penalty 3292.335961 = -2464304.392398
  nChanged 18
		SP:Iteration 58Q (7468.240000 sec): 3 clusters
  Score: Raw -2467598.545227 + Penalty 3292.335961 = -2464306.209266
  nChanged 15
		SP:Iteration 59Q (7468.290000 sec): 3 clusters
  Score: Raw -2467600.204822 + Penalty 3292.335961 = -2464307.868861
  nChanged 14
		SP:Iteration 60F (7468.350000 sec): 3 clusters
  Score: Raw -2467601.782940 + Penalty 3292.335961 = -2464309.446979
  nChanged 16
		SP:Iteration 61Q (7468.410000 sec): 3 clusters
  Score: Raw -2467603.406207 + Penalty 3292.335961 = -2464311.070246
  nChanged 15
		SP:Iteration 62Q (7468.460000 sec): 3 clusters
  Score: Raw -2467604.693081 + Penalty 3292.335961 = -2464312.357120
  nChanged 12
		SP:Iteration 63Q (7468.510000 sec): 3 clusters
  Score: Raw -2467606.024118 + Penalty 3292.335961 = -2464313.688157
  nChanged 16
		SP:Iteration 64Q (7468.570000 sec): 3 clusters
  Score: Raw -2467607.634139 + Penalty 3292.335961 = -2464315.298178
  nChanged 12
		SP:Iteration 65Q (7468.620000 sec): 3 clusters
  Score: Raw -2467608.964886 + Penalty 3292.335961 = -2464316.628925
  nChanged 8
		SP:Iteration 66Q (7468.670000 sec): 3 clusters
  Score: Raw -2467609.678029 + Penalty 3292.335961 = -2464317.342068
  nChanged 7
		SP:Iteration 67Q (7468.720000 sec): 3 clusters
  Score: Raw -2467610.442247 + Penalty 3292.335961 = -2464318.106286
  nChanged 9
		SP:Iteration 68Q (7468.770000 sec): 3 clusters
  Score: Raw -2467611.300053 + Penalty 3292.335961 = -2464318.964092
  nChanged 4
		SP:Iteration 69Q (7468.820000 sec): 3 clusters
  Score: Raw -2467611.662483 + Penalty 3292.335961 = -2464319.326522
  nChanged 2
		SP:Iteration 70Q (7468.870000 sec): 3 clusters
  Score: Raw -2467611.804513 + Penalty 3292.335961 = -2464319.468552
  nChanged 2
		SP:Iteration 71Q (7468.920000 sec): 3 clusters
  Score: Raw -2467611.888759 + Penalty 3292.335961 = -2464319.552798
  nChanged 2
		SP:Iteration 72Q (7468.970000 sec): 3 clusters
  Score: Raw -2467612.040883 + Penalty 3292.335961 = -2464319.704922
  nChanged 4
		SP:Iteration 73Q (7469.030000 sec): 3 clusters
  Score: Raw -2467612.465616 + Penalty 3292.335961 = -2464320.129655
  nChanged 4
		SP:Iteration 74Q (7469.080000 sec): 3 clusters
  Score: Raw -2467612.755423 + Penalty 3292.335961 = -2464320.419463
  nChanged 2
		SP:Iteration 75Q (7469.130000 sec): 3 clusters
  Score: Raw -2467612.851460 + Penalty 3292.335961 = -2464320.515499
  nChanged 0
		SP:Iteration 76F (7469.190000 sec): 3 clusters
  Score: Raw -2467612.851460 + Penalty 3292.335961 = -2464320.515499
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7469.210000 sec): 2 clusters
  Score: Raw -24011.152583 + Penalty 915.653311 = -23095.499272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7469.210000 sec): 3 clusters
  Score: Raw -24076.069378 + Penalty 1831.306621 = -22244.762757
  nChanged 52
		SP:Iteration 1F (7469.210000 sec): 3 clusters
  Score: Raw -24176.294230 + Penalty 1831.306621 = -22344.987609
  nChanged 15
		SP:Iteration 2F (7469.220000 sec): 3 clusters
  Score: Raw -24212.879261 + Penalty 1831.306621 = -22381.572640
  nChanged 4
		SP:Iteration 3Q (7469.220000 sec): 3 clusters
  Score: Raw -24221.507737 + Penalty 1831.306621 = -22390.201116
  nChanged 7
		SP:Iteration 4Q (7469.220000 sec): 3 clusters
  Score: Raw -24239.298464 + Penalty 1831.306621 = -22407.991843
  nChanged 4
		SP:Iteration 5Q (7469.220000 sec): 3 clusters
  Score: Raw -24242.949832 + Penalty 1831.306621 = -22411.643211
  nChanged 2
		SP:Iteration 6Q (7469.220000 sec): 3 clusters
  Score: Raw -24244.440752 + Penalty 1831.306621 = -22413.134131
  nChanged 1
		SP:Iteration 7Q (7469.220000 sec): 3 clusters
  Score: Raw -24246.966875 + Penalty 1831.306621 = -22415.660253
  nChanged 2
		SP:Iteration 8Q (7469.220000 sec): 3 clusters
  Score: Raw -24252.762461 + Penalty 1831.306621 = -22421.455840
  nChanged 1
		SP:Iteration 9Q (7469.220000 sec): 3 clusters
  Score: Raw -24254.610830 + Penalty 1831.306621 = -22423.304209
  nChanged 0
		SP:Iteration 10F (7469.220000 sec): 3 clusters
  Score: Raw -24254.610830 + Penalty 1831.306621 = -22423.304209
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7469.250000 sec): 2 clusters
  Score: Raw -634058.548053 + Penalty 1426.703085 = -632631.844969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7469.270000 sec): 3 clusters
  Score: Raw -630582.388496 + Penalty 2853.406169 = -627728.982327
  nChanged 2693
		SP:Iteration 1F (7469.280000 sec): 3 clusters
  Score: Raw -632089.230878 + Penalty 2853.406169 = -629235.824709
  nChanged 443
		SP:Iteration 2F (7469.300000 sec): 3 clusters
  Score: Raw -632324.171359 + Penalty 2853.406169 = -629470.765190
  nChanged 344
		SP:Iteration 3F (7469.310000 sec): 3 clusters
  Score: Raw -632516.329292 + Penalty 2853.406169 = -629662.923122
  nChanged 325
		SP:Iteration 4Q (7469.330000 sec): 3 clusters
  Score: Raw -632709.514385 + Penalty 2853.406169 = -629856.108215
  nChanged 329
		SP:Iteration 5F (7469.340000 sec): 3 clusters
  Score: Raw -632925.813770 + Penalty 2853.406169 = -630072.407601
  nChanged 332
		SP:Iteration 6F (7469.360000 sec): 3 clusters
  Score: Raw -633149.532054 + Penalty 2853.406169 = -630296.125884
  nChanged 317
		SP:Iteration 7Q (7469.370000 sec): 3 clusters
  Score: Raw -633383.941925 + Penalty 2853.406169 = -630530.535756
  nChanged 307
		SP:Iteration 8Q (7469.390000 sec): 3 clusters
  Score: Raw -633587.572897 + Penalty 2853.406169 = -630734.166728
  nChanged 273
		SP:Iteration 9Q (7469.410000 sec): 3 clusters
  Score: Raw -633756.014381 + Penalty 2853.406169 = -630902.608211
  nChanged 215
		SP:Iteration 10Q (7469.420000 sec): 3 clusters
  Score: Raw -633867.345419 + Penalty 2853.406169 = -631013.939249
  nChanged 157
		SP:Iteration 11Q (7469.430000 sec): 3 clusters
  Score: Raw -633938.984877 + Penalty 2853.406169 = -631085.578708
  nChanged 134
		SP:Iteration 12Q (7469.450000 sec): 3 clusters
  Score: Raw -633997.323040 + Penalty 2853.406169 = -631143.916871
  nChanged 107
		SP:Iteration 13Q (7469.470000 sec): 3 clusters
  Score: Raw -634040.644365 + Penalty 2853.406169 = -631187.238196
  nChanged 83
		SP:Iteration 14Q (7469.480000 sec): 3 clusters
  Score: Raw -634065.005770 + Penalty 2853.406169 = -631211.599601
  nChanged 60
		SP:Iteration 15Q (7469.500000 sec): 3 clusters
  Score: Raw -634080.763210 + Penalty 2853.406169 = -631227.357041
  nChanged 41
		SP:Iteration 16Q (7469.510000 sec): 3 clusters
  Score: Raw -634092.557427 + Penalty 2853.406169 = -631239.151258
  nChanged 32
		SP:Iteration 17Q (7469.530000 sec): 3 clusters
  Score: Raw -634100.145633 + Penalty 2853.406169 = -631246.739464
  nChanged 31
		SP:Iteration 18Q (7469.540000 sec): 3 clusters
  Score: Raw -634111.352794 + Penalty 2853.406169 = -631257.946624
  nChanged 32
		SP:Iteration 19Q (7469.560000 sec): 3 clusters
  Score: Raw -634121.513590 + Penalty 2853.406169 = -631268.107420
  nChanged 34
		SP:Iteration 20F (7469.570000 sec): 3 clusters
  Score: Raw -634133.680465 + Penalty 2853.406169 = -631280.274296
  nChanged 39
		SP:Iteration 21Q (7469.590000 sec): 3 clusters
  Score: Raw -634152.195440 + Penalty 2853.406169 = -631298.789270
  nChanged 35
		SP:Iteration 22Q (7469.600000 sec): 3 clusters
  Score: Raw -634165.479243 + Penalty 2853.406169 = -631312.073073
  nChanged 37
		SP:Iteration 23Q (7469.620000 sec): 3 clusters
  Score: Raw -634178.307446 + Penalty 2853.406169 = -631324.901277
  nChanged 39
		SP:Iteration 24Q (7469.630000 sec): 3 clusters
  Score: Raw -634194.762518 + Penalty 2853.406169 = -631341.356349
  nChanged 49
		SP:Iteration 25Q (7469.650000 sec): 3 clusters
  Score: Raw -634210.903939 + Penalty 2853.406169 = -631357.497770
  nChanged 41
		SP:Iteration 26Q (7469.660000 sec): 3 clusters
  Score: Raw -634224.673726 + Penalty 2853.406169 = -631371.267557
  nChanged 41
		SP:Iteration 27Q (7469.680000 sec): 3 clusters
  Score: Raw -634237.059424 + Penalty 2853.406169 = -631383.653255
  nChanged 38
		SP:Iteration 28Q (7469.690000 sec): 3 clusters
  Score: Raw -634248.155735 + Penalty 2853.406169 = -631394.749565
  nChanged 25
		SP:Iteration 29Q (7469.710000 sec): 3 clusters
  Score: Raw -634256.545503 + Penalty 2853.406169 = -631403.139334
  nChanged 33
		SP:Iteration 30Q (7469.720000 sec): 3 clusters
  Score: Raw -634268.123306 + Penalty 2853.406169 = -631414.717137
  nChanged 36
		SP:Iteration 31Q (7469.740000 sec): 3 clusters
  Score: Raw -634279.215537 + Penalty 2853.406169 = -631425.809367
  nChanged 30
		SP:Iteration 32Q (7469.750000 sec): 3 clusters
  Score: Raw -634287.776654 + Penalty 2853.406169 = -631434.370484
  nChanged 17
		SP:Iteration 33Q (7469.770000 sec): 3 clusters
  Score: Raw -634292.563683 + Penalty 2853.406169 = -631439.157514
  nChanged 17
		SP:Iteration 34Q (7469.780000 sec): 3 clusters
  Score: Raw -634297.103867 + Penalty 2853.406169 = -631443.697697
  nChanged 9
		SP:Iteration 35Q (7469.790000 sec): 3 clusters
  Score: Raw -634300.474769 + Penalty 2853.406169 = -631447.068600
  nChanged 13
		SP:Iteration 36Q (7469.810000 sec): 3 clusters
  Score: Raw -634303.783910 + Penalty 2853.406169 = -631450.377741
  nChanged 17
		SP:Iteration 37Q (7469.820000 sec): 3 clusters
  Score: Raw -634310.193479 + Penalty 2853.406169 = -631456.787310
  nChanged 8
		SP:Iteration 38Q (7469.840000 sec): 3 clusters
  Score: Raw -634312.290049 + Penalty 2853.406169 = -631458.883880
  nChanged 11
		SP:Iteration 39Q (7469.850000 sec): 3 clusters
  Score: Raw -634315.220661 + Penalty 2853.406169 = -631461.814492
  nChanged 7
		SP:Iteration 40F (7469.870000 sec): 3 clusters
  Score: Raw -634317.405021 + Penalty 2853.406169 = -631463.998851
  nChanged 10
		SP:Iteration 41Q (7469.880000 sec): 3 clusters
  Score: Raw -634320.922866 + Penalty 2853.406169 = -631467.516697
  nChanged 12
		SP:Iteration 42Q (7469.900000 sec): 3 clusters
  Score: Raw -634324.108992 + Penalty 2853.406169 = -631470.702823
  nChanged 10
		SP:Iteration 43Q (7469.910000 sec): 3 clusters
  Score: Raw -634327.619106 + Penalty 2853.406169 = -631474.212936
  nChanged 14
		SP:Iteration 44Q (7469.930000 sec): 3 clusters
  Score: Raw -634333.652108 + Penalty 2853.406169 = -631480.245938
  nChanged 19
		SP:Iteration 45Q (7469.940000 sec): 3 clusters
  Score: Raw -634341.307219 + Penalty 2853.406169 = -631487.901050
  nChanged 26
		SP:Iteration 46Q (7469.950000 sec): 3 clusters
  Score: Raw -634351.411232 + Penalty 2853.406169 = -631498.005062
  nChanged 22
		SP:Iteration 47Q (7469.970000 sec): 3 clusters
  Score: Raw -634359.218625 + Penalty 2853.406169 = -631505.812456
  nChanged 22
		SP:Iteration 48Q (7469.980000 sec): 3 clusters
  Score: Raw -634366.809892 + Penalty 2853.406169 = -631513.403723
  nChanged 15
		SP:Iteration 49Q (7470.000000 sec): 3 clusters
  Score: Raw -634370.403614 + Penalty 2853.406169 = -631516.997444
  nChanged 13
		SP:Iteration 50Q (7470.010000 sec): 3 clusters
  Score: Raw -634374.697222 + Penalty 2853.406169 = -631521.291053
  nChanged 15
		SP:Iteration 51Q (7470.030000 sec): 3 clusters
  Score: Raw -634379.818012 + Penalty 2853.406169 = -631526.411843
  nChanged 15
		SP:Iteration 52Q (7470.040000 sec): 3 clusters
  Score: Raw -634386.124146 + Penalty 2853.406169 = -631532.717976
  nChanged 13
		SP:Iteration 53Q (7470.050000 sec): 3 clusters
  Score: Raw -634390.750292 + Penalty 2853.406169 = -631537.344123
  nChanged 16
		SP:Iteration 54Q (7470.070000 sec): 3 clusters
  Score: Raw -634395.187968 + Penalty 2853.406169 = -631541.781799
  nChanged 18
		SP:Iteration 55Q (7470.080000 sec): 3 clusters
  Score: Raw -634403.148299 + Penalty 2853.406169 = -631549.742129
  nChanged 20
		SP:Iteration 56Q (7470.100000 sec): 3 clusters
  Score: Raw -634412.511925 + Penalty 2853.406169 = -631559.105756
  nChanged 27
		SP:Iteration 57Q (7470.110000 sec): 3 clusters
  Score: Raw -634427.223320 + Penalty 2853.406169 = -631573.817151
  nChanged 24
		SP:Iteration 58Q (7470.130000 sec): 3 clusters
  Score: Raw -634440.557432 + Penalty 2853.406169 = -631587.151262
  nChanged 35
		SP:Iteration 59Q (7470.140000 sec): 3 clusters
  Score: Raw -634456.663223 + Penalty 2853.406169 = -631603.257054
  nChanged 21
		SP:Iteration 60F (7470.150000 sec): 3 clusters
  Score: Raw -634465.261756 + Penalty 2853.406169 = -631611.855587
  nChanged 15
		SP:Iteration 61Q (7470.170000 sec): 3 clusters
  Score: Raw -634469.912870 + Penalty 2853.406169 = -631616.506700
  nChanged 8
		SP:Iteration 62Q (7470.180000 sec): 3 clusters
  Score: Raw -634472.467979 + Penalty 2853.406169 = -631619.061809
  nChanged 6
		SP:Iteration 63Q (7470.200000 sec): 3 clusters
  Score: Raw -634474.214543 + Penalty 2853.406169 = -631620.808374
  nChanged 5
		SP:Iteration 64Q (7470.210000 sec): 3 clusters
  Score: Raw -634475.948036 + Penalty 2853.406169 = -631622.541867
  nChanged 6
		SP:Iteration 65Q (7470.230000 sec): 3 clusters
  Score: Raw -634477.815027 + Penalty 2853.406169 = -631624.408858
  nChanged 7
		SP:Iteration 66Q (7470.240000 sec): 3 clusters
  Score: Raw -634481.179507 + Penalty 2853.406169 = -631627.773338
  nChanged 2
		SP:Iteration 67Q (7470.250000 sec): 3 clusters
  Score: Raw -634481.933616 + Penalty 2853.406169 = -631628.527446
  nChanged 4
		SP:Iteration 68Q (7470.270000 sec): 3 clusters
  Score: Raw -634482.618461 + Penalty 2853.406169 = -631629.212292
  nChanged 1
		SP:Iteration 69Q (7470.280000 sec): 3 clusters
  Score: Raw -634483.130036 + Penalty 2853.406169 = -631629.723867
  nChanged 2
		SP:Iteration 70Q (7470.290000 sec): 3 clusters
  Score: Raw -634483.739474 + Penalty 2853.406169 = -631630.333305
  nChanged 1
		SP:Iteration 71Q (7470.310000 sec): 3 clusters
  Score: Raw -634484.483434 + Penalty 2853.406169 = -631631.077265
  nChanged 3
		SP:Iteration 72Q (7470.320000 sec): 3 clusters
  Score: Raw -634487.079021 + Penalty 2853.406169 = -631633.672852
  nChanged 9
		SP:Iteration 73Q (7470.340000 sec): 3 clusters
  Score: Raw -634490.796889 + Penalty 2853.406169 = -631637.390720
  nChanged 3
		SP:Iteration 74Q (7470.350000 sec): 3 clusters
  Score: Raw -634492.198790 + Penalty 2853.406169 = -631638.792620
  nChanged 2
		SP:Iteration 75Q (7470.370000 sec): 3 clusters
  Score: Raw -634493.224871 + Penalty 2853.406169 = -631639.818702
  nChanged 3
		SP:Iteration 76Q (7470.380000 sec): 3 clusters
  Score: Raw -634494.225732 + Penalty 2853.406169 = -631640.819562
  nChanged 2
		SP:Iteration 77Q (7470.390000 sec): 3 clusters
  Score: Raw -634494.781189 + Penalty 2853.406169 = -631641.375020
  nChanged 3
		SP:Iteration 78Q (7470.410000 sec): 3 clusters
  Score: Raw -634495.708036 + Penalty 2853.406169 = -631642.301867
  nChanged 5
		SP:Iteration 79Q (7470.420000 sec): 3 clusters
  Score: Raw -634497.750389 + Penalty 2853.406169 = -631644.344220
  nChanged 4
		SP:Iteration 80F (7470.430000 sec): 3 clusters
  Score: Raw -634499.685543 + Penalty 2853.406169 = -631646.279373
  nChanged 3
		SP:Iteration 81Q (7470.450000 sec): 3 clusters
  Score: Raw -634500.641833 + Penalty 2853.406169 = -631647.235664
  nChanged 1
		SP:Iteration 82Q (7470.460000 sec): 3 clusters
  Score: Raw -634501.120281 + Penalty 2853.406169 = -631647.714111
  nChanged 2
		SP:Iteration 83Q (7470.480000 sec): 3 clusters
  Score: Raw -634501.424756 + Penalty 2853.406169 = -631648.018586
  nChanged 0
		SP:Iteration 84F (7470.490000 sec): 3 clusters
  Score: Raw -634501.424756 + Penalty 2853.406169 = -631648.018586
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7470.500000 sec): 2 clusters
  Score: Raw -168023.205929 + Penalty 1218.925845 = -166804.280083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7470.510000 sec): 3 clusters
  Score: Raw -167274.192018 + Penalty 2437.851690 = -164836.340328
  nChanged 650
		SP:Iteration 1F (7470.510000 sec): 3 clusters
  Score: Raw -167806.528055 + Penalty 2437.851690 = -165368.676365
  nChanged 190
		SP:Iteration 2F (7470.520000 sec): 3 clusters
  Score: Raw -168038.791755 + Penalty 2437.851690 = -165600.940064
  nChanged 151
		SP:Iteration 3F (7470.520000 sec): 3 clusters
  Score: Raw -168237.064147 + Penalty 2437.851690 = -165799.212456
  nChanged 107
		SP:Iteration 4F (7470.530000 sec): 3 clusters
  Score: Raw -168355.249874 + Penalty 2437.851690 = -165917.398184
  nChanged 59
		SP:Iteration 5Q (7470.530000 sec): 3 clusters
  Score: Raw -168416.874577 + Penalty 2437.851690 = -165979.022887
  nChanged 35
		SP:Iteration 6Q (7470.530000 sec): 3 clusters
  Score: Raw -168449.503580 + Penalty 2437.851690 = -166011.651890
  nChanged 30
		SP:Iteration 7Q (7470.540000 sec): 3 clusters
  Score: Raw -168477.802909 + Penalty 2437.851690 = -166039.951219
  nChanged 28
		SP:Iteration 8Q (7470.540000 sec): 3 clusters
  Score: Raw -168503.439522 + Penalty 2437.851690 = -166065.587832
  nChanged 15
		SP:Iteration 9Q (7470.550000 sec): 3 clusters
  Score: Raw -168515.144935 + Penalty 2437.851690 = -166077.293245
  nChanged 6
		SP:Iteration 10Q (7470.550000 sec): 3 clusters
  Score: Raw -168521.117665 + Penalty 2437.851690 = -166083.265974
  nChanged 7
		SP:Iteration 11Q (7470.550000 sec): 3 clusters
  Score: Raw -168529.448824 + Penalty 2437.851690 = -166091.597134
  nChanged 7
		SP:Iteration 12Q (7470.560000 sec): 3 clusters
  Score: Raw -168533.257436 + Penalty 2437.851690 = -166095.405746
  nChanged 7
		SP:Iteration 13Q (7470.560000 sec): 3 clusters
  Score: Raw -168536.320682 + Penalty 2437.851690 = -166098.468992
  nChanged 3
		SP:Iteration 14Q (7470.570000 sec): 3 clusters
  Score: Raw -168537.822200 + Penalty 2437.851690 = -166099.970509
  nChanged 3
		SP:Iteration 15Q (7470.570000 sec): 3 clusters
  Score: Raw -168538.680415 + Penalty 2437.851690 = -166100.828725
  nChanged 0
		SP:Iteration 16F (7470.570000 sec): 3 clusters
  Score: Raw -168538.680415 + Penalty 2437.851690 = -166100.828725
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7470.600000 sec): 2 clusters
  Score: Raw -662448.542897 + Penalty 1447.662871 = -661000.880026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7470.620000 sec): 3 clusters
  Score: Raw -658354.917703 + Penalty 2895.325743 = -655459.591961
  nChanged 3144
		SP:Iteration 1F (7470.640000 sec): 3 clusters
  Score: Raw -660103.169811 + Penalty 2895.325743 = -657207.844068
  nChanged 590
		SP:Iteration 2F (7470.660000 sec): 3 clusters
  Score: Raw -660447.370635 + Penalty 2895.325743 = -657552.044892
  nChanged 493
		SP:Iteration 3F (7470.670000 sec): 3 clusters
  Score: Raw -660835.941401 + Penalty 2895.325743 = -657940.615658
  nChanged 507
		SP:Iteration 4F (7470.690000 sec): 3 clusters
  Score: Raw -661286.491329 + Penalty 2895.325743 = -658391.165586
  nChanged 509
		SP:Iteration 5F (7470.710000 sec): 3 clusters
  Score: Raw -661710.541951 + Penalty 2895.325743 = -658815.216209
  nChanged 452
		SP:Iteration 6F (7470.730000 sec): 3 clusters
  Score: Raw -662082.347076 + Penalty 2895.325743 = -659187.021333
  nChanged 342
		SP:Iteration 7Q (7470.750000 sec): 3 clusters
  Score: Raw -662326.476579 + Penalty 2895.325743 = -659431.150837
  nChanged 291
		SP:Iteration 8Q (7470.760000 sec): 3 clusters
  Score: Raw -662488.305439 + Penalty 2895.325743 = -659592.979697
  nChanged 206
		SP:Iteration 9Q (7470.780000 sec): 3 clusters
  Score: Raw -662593.937638 + Penalty 2895.325743 = -659698.611896
  nChanged 166
		SP:Iteration 10Q (7470.800000 sec): 3 clusters
  Score: Raw -662671.812336 + Penalty 2895.325743 = -659776.486594
  nChanged 137
		SP:Iteration 11Q (7470.810000 sec): 3 clusters
  Score: Raw -662730.356290 + Penalty 2895.325743 = -659835.030547
  nChanged 127
		SP:Iteration 12Q (7470.830000 sec): 3 clusters
  Score: Raw -662785.211904 + Penalty 2895.325743 = -659889.886161
  nChanged 101
		SP:Iteration 13Q (7470.850000 sec): 3 clusters
  Score: Raw -662828.650212 + Penalty 2895.325743 = -659933.324470
  nChanged 82
		SP:Iteration 14Q (7470.870000 sec): 3 clusters
  Score: Raw -662858.061861 + Penalty 2895.325743 = -659962.736119
  nChanged 68
		SP:Iteration 15Q (7470.880000 sec): 3 clusters
  Score: Raw -662880.579554 + Penalty 2895.325743 = -659985.253811
  nChanged 68
		SP:Iteration 16Q (7470.900000 sec): 3 clusters
  Score: Raw -662898.587862 + Penalty 2895.325743 = -660003.262119
  nChanged 63
		SP:Iteration 17Q (7470.920000 sec): 3 clusters
  Score: Raw -662918.944619 + Penalty 2895.325743 = -660023.618876
  nChanged 45
		SP:Iteration 18Q (7470.930000 sec): 3 clusters
  Score: Raw -662932.344176 + Penalty 2895.325743 = -660037.018433
  nChanged 46
		SP:Iteration 19Q (7470.950000 sec): 3 clusters
  Score: Raw -662945.339598 + Penalty 2895.325743 = -660050.013856
  nChanged 53
		SP:Iteration 20F (7470.970000 sec): 3 clusters
  Score: Raw -662958.411008 + Penalty 2895.325743 = -660063.085265
  nChanged 44
		SP:Iteration 21Q (7470.990000 sec): 3 clusters
  Score: Raw -662968.150473 + Penalty 2895.325743 = -660072.824731
  nChanged 39
		SP:Iteration 22Q (7471.000000 sec): 3 clusters
  Score: Raw -662975.976842 + Penalty 2895.325743 = -660080.651099
  nChanged 18
		SP:Iteration 23Q (7471.020000 sec): 3 clusters
  Score: Raw -662979.604701 + Penalty 2895.325743 = -660084.278958
  nChanged 21
		SP:Iteration 24Q (7471.030000 sec): 3 clusters
  Score: Raw -662986.386074 + Penalty 2895.325743 = -660091.060332
  nChanged 23
		SP:Iteration 25Q (7471.050000 sec): 3 clusters
  Score: Raw -662992.495865 + Penalty 2895.325743 = -660097.170122
  nChanged 23
		SP:Iteration 26Q (7471.070000 sec): 3 clusters
  Score: Raw -662999.282686 + Penalty 2895.325743 = -660103.956944
  nChanged 29
		SP:Iteration 27Q (7471.090000 sec): 3 clusters
  Score: Raw -663008.528426 + Penalty 2895.325743 = -660113.202683
  nChanged 31
		SP:Iteration 28Q (7471.100000 sec): 3 clusters
  Score: Raw -663015.416807 + Penalty 2895.325743 = -660120.091064
  nChanged 24
		SP:Iteration 29Q (7471.120000 sec): 3 clusters
  Score: Raw -663019.813043 + Penalty 2895.325743 = -660124.487300
  nChanged 16
		SP:Iteration 30Q (7471.130000 sec): 3 clusters
  Score: Raw -663022.932288 + Penalty 2895.325743 = -660127.606545
  nChanged 14
		SP:Iteration 31Q (7471.150000 sec): 3 clusters
  Score: Raw -663025.795520 + Penalty 2895.325743 = -660130.469778
  nChanged 13
		SP:Iteration 32Q (7471.180000 sec): 3 clusters
  Score: Raw -663028.589368 + Penalty 2895.325743 = -660133.263625
  nChanged 16
		SP:Iteration 33Q (7471.190000 sec): 3 clusters
  Score: Raw -663032.682401 + Penalty 2895.325743 = -660137.356659
  nChanged 15
		SP:Iteration 34Q (7471.210000 sec): 3 clusters
  Score: Raw -663035.315673 + Penalty 2895.325743 = -660139.989931
  nChanged 18
		SP:Iteration 35Q (7471.220000 sec): 3 clusters
  Score: Raw -663038.793215 + Penalty 2895.325743 = -660143.467472
  nChanged 15
		SP:Iteration 36Q (7471.240000 sec): 3 clusters
  Score: Raw -663043.458144 + Penalty 2895.325743 = -660148.132401
  nChanged 13
		SP:Iteration 37Q (7471.260000 sec): 3 clusters
  Score: Raw -663050.388141 + Penalty 2895.325743 = -660155.062399
  nChanged 22
		SP:Iteration 38Q (7471.270000 sec): 3 clusters
  Score: Raw -663057.130991 + Penalty 2895.325743 = -660161.805248
  nChanged 19
		SP:Iteration 39Q (7471.290000 sec): 3 clusters
  Score: Raw -663061.389037 + Penalty 2895.325743 = -660166.063294
  nChanged 20
		SP:Iteration 40F (7471.310000 sec): 3 clusters
  Score: Raw -663065.682520 + Penalty 2895.325743 = -660170.356778
  nChanged 19
		SP:Iteration 41Q (7471.320000 sec): 3 clusters
  Score: Raw -663070.412461 + Penalty 2895.325743 = -660175.086719
  nChanged 21
		SP:Iteration 42Q (7471.340000 sec): 3 clusters
  Score: Raw -663076.714609 + Penalty 2895.325743 = -660181.388867
  nChanged 23
		SP:Iteration 43Q (7471.360000 sec): 3 clusters
  Score: Raw -663083.738723 + Penalty 2895.325743 = -660188.412980
  nChanged 29
		SP:Iteration 44Q (7471.370000 sec): 3 clusters
  Score: Raw -663095.278725 + Penalty 2895.325743 = -660199.952983
  nChanged 38
		SP:Iteration 45Q (7471.390000 sec): 3 clusters
  Score: Raw -663107.570828 + Penalty 2895.325743 = -660212.245086
  nChanged 41
		SP:Iteration 46Q (7471.400000 sec): 3 clusters
  Score: Raw -663120.127764 + Penalty 2895.325743 = -660224.802021
  nChanged 35
		SP:Iteration 47Q (7471.420000 sec): 3 clusters
  Score: Raw -663130.816417 + Penalty 2895.325743 = -660235.490675
  nChanged 34
		SP:Iteration 48Q (7471.440000 sec): 3 clusters
  Score: Raw -663141.963671 + Penalty 2895.325743 = -660246.637928
  nChanged 36
		SP:Iteration 49Q (7471.450000 sec): 3 clusters
  Score: Raw -663154.091985 + Penalty 2895.325743 = -660258.766242
  nChanged 32
		SP:Iteration 50Q (7471.470000 sec): 3 clusters
  Score: Raw -663163.907151 + Penalty 2895.325743 = -660268.581409
  nChanged 24
		SP:Iteration 51Q (7471.480000 sec): 3 clusters
  Score: Raw -663170.254872 + Penalty 2895.325743 = -660274.929130
  nChanged 20
		SP:Iteration 52Q (7471.500000 sec): 3 clusters
  Score: Raw -663175.169902 + Penalty 2895.325743 = -660279.844160
  nChanged 18
		SP:Iteration 53Q (7471.520000 sec): 3 clusters
  Score: Raw -663178.789561 + Penalty 2895.325743 = -660283.463818
  nChanged 16
		SP:Iteration 54Q (7471.530000 sec): 3 clusters
  Score: Raw -663181.893668 + Penalty 2895.325743 = -660286.567925
  nChanged 12
		SP:Iteration 55Q (7471.550000 sec): 3 clusters
  Score: Raw -663184.037472 + Penalty 2895.325743 = -660288.711730
  nChanged 7
		SP:Iteration 56Q (7471.560000 sec): 3 clusters
  Score: Raw -663185.081951 + Penalty 2895.325743 = -660289.756209
  nChanged 7
		SP:Iteration 57Q (7471.580000 sec): 3 clusters
  Score: Raw -663186.584124 + Penalty 2895.325743 = -660291.258381
  nChanged 14
		SP:Iteration 58Q (7471.590000 sec): 3 clusters
  Score: Raw -663189.304440 + Penalty 2895.325743 = -660293.978698
  nChanged 10
		SP:Iteration 59Q (7471.610000 sec): 3 clusters
  Score: Raw -663190.817204 + Penalty 2895.325743 = -660295.491461
  nChanged 7
		SP:Iteration 60F (7471.630000 sec): 3 clusters
  Score: Raw -663192.245535 + Penalty 2895.325743 = -660296.919793
  nChanged 6
		SP:Iteration 61Q (7471.640000 sec): 3 clusters
  Score: Raw -663193.389034 + Penalty 2895.325743 = -660298.063291
  nChanged 4
		SP:Iteration 62Q (7471.660000 sec): 3 clusters
  Score: Raw -663193.957315 + Penalty 2895.325743 = -660298.631573
  nChanged 2
		SP:Iteration 63Q (7471.680000 sec): 3 clusters
  Score: Raw -663194.264491 + Penalty 2895.325743 = -660298.938749
  nChanged 3
		SP:Iteration 64Q (7471.690000 sec): 3 clusters
  Score: Raw -663194.812294 + Penalty 2895.325743 = -660299.486551
  nChanged 1
		SP:Iteration 65Q (7471.710000 sec): 3 clusters
  Score: Raw -663194.999764 + Penalty 2895.325743 = -660299.674021
  nChanged 3
		SP:Iteration 66Q (7471.720000 sec): 3 clusters
  Score: Raw -663195.484343 + Penalty 2895.325743 = -660300.158600
  nChanged 2
		SP:Iteration 67Q (7471.740000 sec): 3 clusters
  Score: Raw -663195.723776 + Penalty 2895.325743 = -660300.398033
  nChanged 1
		SP:Iteration 68Q (7471.760000 sec): 3 clusters
  Score: Raw -663195.851492 + Penalty 2895.325743 = -660300.525749
  nChanged 0
		SP:Iteration 69F (7471.770000 sec): 3 clusters
  Score: Raw -663195.851492 + Penalty 2895.325743 = -660300.525749
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7471.790000 sec): 2 clusters
  Score: Raw -370134.211218 + Penalty 1341.234106 = -368792.977112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7471.800000 sec): 3 clusters
  Score: Raw -368240.655623 + Penalty 2682.468212 = -365558.187411
  nChanged 1504
		SP:Iteration 1F (7471.810000 sec): 3 clusters
  Score: Raw -369069.557346 + Penalty 2682.468212 = -366387.089134
  nChanged 276
		SP:Iteration 2F (7471.820000 sec): 3 clusters
  Score: Raw -369218.317491 + Penalty 2682.468212 = -366535.849280
  nChanged 192
		SP:Iteration 3Q (7471.830000 sec): 3 clusters
  Score: Raw -369338.651318 + Penalty 2682.468212 = -366656.183106
  nChanged 178
		SP:Iteration 4Q (7471.840000 sec): 3 clusters
  Score: Raw -369437.279756 + Penalty 2682.468212 = -366754.811544
  nChanged 146
		SP:Iteration 5Q (7471.840000 sec): 3 clusters
  Score: Raw -369524.180765 + Penalty 2682.468212 = -366841.712554
  nChanged 143
		SP:Iteration 6Q (7471.860000 sec): 3 clusters
  Score: Raw -369627.182645 + Penalty 2682.468212 = -366944.714433
  nChanged 130
		SP:Iteration 7Q (7471.860000 sec): 3 clusters
  Score: Raw -369717.280122 + Penalty 2682.468212 = -367034.811910
  nChanged 132
		SP:Iteration 8Q (7471.870000 sec): 3 clusters
  Score: Raw -369802.243360 + Penalty 2682.468212 = -367119.775148
  nChanged 125
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -369890.325317 + Penalty 2682.468212 = -367207.857105
  nChanged 123
		SP:Iteration 10Q (7471.890000 sec): 3 clusters
  Score: Raw -370000.044101 + Penalty 2682.468212 = -367317.575890
  nChanged 117
		SP:Iteration 11Q (7471.900000 sec): 3 clusters
  Score: Raw -370109.617167 + Penalty 2682.468212 = -367427.148955
  nChanged 100
		SP:Iteration 12Q (7471.910000 sec): 3 clusters
  Score: Raw -370200.126083 + Penalty 2682.468212 = -367517.657872
  nChanged 101
		SP:Iteration 13Q (7471.920000 sec): 3 clusters
  Score: Raw -370282.493792 + Penalty 2682.468212 = -367600.025580
  nChanged 87
		SP:Iteration 14Q (7471.920000 sec): 3 clusters
  Score: Raw -370345.821865 + Penalty 2682.468212 = -367663.353653
  nChanged 51
		SP:Iteration 15Q (7471.930000 sec): 3 clusters
  Score: Raw -370381.767583 + Penalty 2682.468212 = -367699.299372
  nChanged 47
		SP:Iteration 16Q (7471.940000 sec): 3 clusters
  Score: Raw -370410.337112 + Penalty 2682.468212 = -367727.868900
  nChanged 33
		SP:Iteration 17Q (7471.950000 sec): 3 clusters
  Score: Raw -370425.995051 + Penalty 2682.468212 = -367743.526840
  nChanged 24
		SP:Iteration 18Q (7471.960000 sec): 3 clusters
  Score: Raw -370439.622076 + Penalty 2682.468212 = -367757.153865
  nChanged 24
		SP:Iteration 19Q (7471.960000 sec): 3 clusters
  Score: Raw -370453.958017 + Penalty 2682.468212 = -367771.489806
  nChanged 27
		SP:Iteration 20F (7471.980000 sec): 3 clusters
  Score: Raw -370466.206890 + Penalty 2682.468212 = -367783.738678
  nChanged 27
		SP:Iteration 21Q (7471.980000 sec): 3 clusters
  Score: Raw -370478.894351 + Penalty 2682.468212 = -367796.426139
  nChanged 26
		SP:Iteration 22Q (7471.990000 sec): 3 clusters
  Score: Raw -370492.705275 + Penalty 2682.468212 = -367810.237064
  nChanged 25
		SP:Iteration 23Q (7472.000000 sec): 3 clusters
  Score: Raw -370505.345515 + Penalty 2682.468212 = -367822.877303
  nChanged 16
		SP:Iteration 24Q (7472.000000 sec): 3 clusters
  Score: Raw -370513.764349 + Penalty 2682.468212 = -367831.296137
  nChanged 16
		SP:Iteration 25Q (7472.010000 sec): 3 clusters
  Score: Raw -370523.069852 + Penalty 2682.468212 = -367840.601641
  nChanged 13
		SP:Iteration 26Q (7472.020000 sec): 3 clusters
  Score: Raw -370529.244556 + Penalty 2682.468212 = -367846.776345
  nChanged 7
		SP:Iteration 27Q (7472.030000 sec): 3 clusters
  Score: Raw -370532.369527 + Penalty 2682.468212 = -367849.901316
  nChanged 6
		SP:Iteration 28Q (7472.040000 sec): 3 clusters
  Score: Raw -370533.940225 + Penalty 2682.468212 = -367851.472013
  nChanged 4
		SP:Iteration 29Q (7472.040000 sec): 3 clusters
  Score: Raw -370535.310118 + Penalty 2682.468212 = -367852.841906
  nChanged 2
		SP:Iteration 30Q (7472.050000 sec): 3 clusters
  Score: Raw -370535.950498 + Penalty 2682.468212 = -367853.482287
  nChanged 1
		SP:Iteration 31Q (7472.060000 sec): 3 clusters
  Score: Raw -370536.315508 + Penalty 2682.468212 = -367853.847296
  nChanged 1
		SP:Iteration 32Q (7472.070000 sec): 3 clusters
  Score: Raw -370536.594223 + Penalty 2682.468212 = -367854.126012
  nChanged 0
		SP:Iteration 33F (7472.080000 sec): 3 clusters
  Score: Raw -370536.594223 + Penalty 2682.468212 = -367854.126012
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7472.080000 sec): 2 clusters
  Score: Raw -128248.785947 + Penalty 1158.119756 = -127090.666191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7472.090000 sec): 3 clusters
  Score: Raw -127816.657649 + Penalty 2316.239513 = -125500.418137
  nChanged 410
		SP:Iteration 1F (7472.090000 sec): 3 clusters
  Score: Raw -128132.146945 + Penalty 2316.239513 = -125815.907432
  nChanged 84
		SP:Iteration 2F (7472.090000 sec): 3 clusters
  Score: Raw -128206.463305 + Penalty 2316.239513 = -125890.223792
  nChanged 55
		SP:Iteration 3Q (7472.100000 sec): 3 clusters
  Score: Raw -128254.656053 + Penalty 2316.239513 = -125938.416540
  nChanged 22
		SP:Iteration 4Q (7472.100000 sec): 3 clusters
  Score: Raw -128271.595452 + Penalty 2316.239513 = -125955.355939
  nChanged 21
		SP:Iteration 5Q (7472.100000 sec): 3 clusters
  Score: Raw -128287.684300 + Penalty 2316.239513 = -125971.444787
  nChanged 16
		SP:Iteration 6Q (7472.100000 sec): 3 clusters
  Score: Raw -128298.240985 + Penalty 2316.239513 = -125982.001473
  nChanged 11
		SP:Iteration 7Q (7472.110000 sec): 3 clusters
  Score: Raw -128305.021380 + Penalty 2316.239513 = -125988.781867
  nChanged 9
		SP:Iteration 8Q (7472.110000 sec): 3 clusters
  Score: Raw -128311.166991 + Penalty 2316.239513 = -125994.927478
  nChanged 7
		SP:Iteration 9Q (7472.120000 sec): 3 clusters
  Score: Raw -128318.754664 + Penalty 2316.239513 = -126002.515151
  nChanged 7
		SP:Iteration 10Q (7472.120000 sec): 3 clusters
  Score: Raw -128323.240586 + Penalty 2316.239513 = -126007.001073
  nChanged 8
		SP:Iteration 11Q (7472.120000 sec): 3 clusters
  Score: Raw -128331.169894 + Penalty 2316.239513 = -126014.930381
  nChanged 9
		SP:Iteration 12Q (7472.120000 sec): 3 clusters
  Score: Raw -128340.172104 + Penalty 2316.239513 = -126023.932592
  nChanged 7
		SP:Iteration 13Q (7472.130000 sec): 3 clusters
  Score: Raw -128347.695750 + Penalty 2316.239513 = -126031.456238
  nChanged 10
		SP:Iteration 14Q (7472.130000 sec): 3 clusters
  Score: Raw -128358.068738 + Penalty 2316.239513 = -126041.829225
  nChanged 10
		SP:Iteration 15Q (7472.130000 sec): 3 clusters
  Score: Raw -128365.371866 + Penalty 2316.239513 = -126049.132353
  nChanged 9
		SP:Iteration 16Q (7472.140000 sec): 3 clusters
  Score: Raw -128373.969750 + Penalty 2316.239513 = -126057.730237
  nChanged 4
		SP:Iteration 17Q (7472.140000 sec): 3 clusters
  Score: Raw -128377.776305 + Penalty 2316.239513 = -126061.536792
  nChanged 9
		SP:Iteration 18Q (7472.140000 sec): 3 clusters
  Score: Raw -128385.106899 + Penalty 2316.239513 = -126068.867386
  nChanged 10
		SP:Iteration 19Q (7472.140000 sec): 3 clusters
  Score: Raw -128394.092304 + Penalty 2316.239513 = -126077.852791
  nChanged 4
		SP:Iteration 20F (7472.150000 sec): 3 clusters
  Score: Raw -128396.026701 + Penalty 2316.239513 = -126079.787188
  nChanged 1
		SP:Iteration 21Q (7472.150000 sec): 3 clusters
  Score: Raw -128396.286249 + Penalty 2316.239513 = -126080.046736
  nChanged 0
		SP:Iteration 22F (7472.150000 sec): 3 clusters
  Score: Raw -128396.286249 + Penalty 2316.239513 = -126080.046736
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7472.170000 sec): 2 clusters
  Score: Raw -323067.100866 + Penalty 1323.557530 = -321743.543335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7472.180000 sec): 3 clusters
  Score: Raw -321397.011832 + Penalty 2647.115061 = -318749.896771
  nChanged 1349
		SP:Iteration 1F (7472.180000 sec): 3 clusters
  Score: Raw -322260.353421 + Penalty 2647.115061 = -319613.238361
  nChanged 288
		SP:Iteration 2F (7472.190000 sec): 3 clusters
  Score: Raw -322496.367066 + Penalty 2647.115061 = -319849.252005
  nChanged 211
		SP:Iteration 3F (7472.200000 sec): 3 clusters
  Score: Raw -322662.777562 + Penalty 2647.115061 = -320015.662501
  nChanged 175
		SP:Iteration 4F (7472.210000 sec): 3 clusters
  Score: Raw -322790.573480 + Penalty 2647.115061 = -320143.458419
  nChanged 134
		SP:Iteration 5Q (7472.220000 sec): 3 clusters
  Score: Raw -322882.740022 + Penalty 2647.115061 = -320235.624961
  nChanged 112
		SP:Iteration 6Q (7472.220000 sec): 3 clusters
  Score: Raw -322951.849784 + Penalty 2647.115061 = -320304.734723
  nChanged 78
		SP:Iteration 7Q (7472.230000 sec): 3 clusters
  Score: Raw -323003.356007 + Penalty 2647.115061 = -320356.240946
  nChanged 74
		SP:Iteration 8Q (7472.240000 sec): 3 clusters
  Score: Raw -323050.674895 + Penalty 2647.115061 = -320403.559835
  nChanged 63
		SP:Iteration 9Q (7472.250000 sec): 3 clusters
  Score: Raw -323099.428295 + Penalty 2647.115061 = -320452.313234
  nChanged 49
		SP:Iteration 10Q (7472.260000 sec): 3 clusters
  Score: Raw -323132.965007 + Penalty 2647.115061 = -320485.849947
  nChanged 33
		SP:Iteration 11Q (7472.260000 sec): 3 clusters
  Score: Raw -323150.831686 + Penalty 2647.115061 = -320503.716626
  nChanged 29
		SP:Iteration 12Q (7472.270000 sec): 3 clusters
  Score: Raw -323170.914985 + Penalty 2647.115061 = -320523.799924
  nChanged 28
		SP:Iteration 13Q (7472.280000 sec): 3 clusters
  Score: Raw -323186.156593 + Penalty 2647.115061 = -320539.041532
  nChanged 23
		SP:Iteration 14Q (7472.280000 sec): 3 clusters
  Score: Raw -323197.601308 + Penalty 2647.115061 = -320550.486247
  nChanged 17
		SP:Iteration 15Q (7472.290000 sec): 3 clusters
  Score: Raw -323208.621924 + Penalty 2647.115061 = -320561.506864
  nChanged 19
		SP:Iteration 16Q (7472.300000 sec): 3 clusters
  Score: Raw -323218.734139 + Penalty 2647.115061 = -320571.619079
  nChanged 20
		SP:Iteration 17Q (7472.310000 sec): 3 clusters
  Score: Raw -323231.505352 + Penalty 2647.115061 = -320584.390291
  nChanged 16
		SP:Iteration 18Q (7472.320000 sec): 3 clusters
  Score: Raw -323244.164038 + Penalty 2647.115061 = -320597.048977
  nChanged 16
		SP:Iteration 19Q (7472.320000 sec): 3 clusters
  Score: Raw -323260.038449 + Penalty 2647.115061 = -320612.923388
  nChanged 18
		SP:Iteration 20F (7472.330000 sec): 3 clusters
  Score: Raw -323278.207530 + Penalty 2647.115061 = -320631.092470
  nChanged 23
		SP:Iteration 21Q (7472.340000 sec): 3 clusters
  Score: Raw -323295.245905 + Penalty 2647.115061 = -320648.130845
  nChanged 20
		SP:Iteration 22Q (7472.340000 sec): 3 clusters
  Score: Raw -323310.503972 + Penalty 2647.115061 = -320663.388911
  nChanged 13
		SP:Iteration 23Q (7472.350000 sec): 3 clusters
  Score: Raw -323320.435578 + Penalty 2647.115061 = -320673.320518
  nChanged 13
		SP:Iteration 24Q (7472.360000 sec): 3 clusters
  Score: Raw -323328.625003 + Penalty 2647.115061 = -320681.509943
  nChanged 12
		SP:Iteration 25Q (7472.370000 sec): 3 clusters
  Score: Raw -323334.365849 + Penalty 2647.115061 = -320687.250789
  nChanged 8
		SP:Iteration 26Q (7472.370000 sec): 3 clusters
  Score: Raw -323340.867557 + Penalty 2647.115061 = -320693.752496
  nChanged 9
		SP:Iteration 27Q (7472.380000 sec): 3 clusters
  Score: Raw -323346.788208 + Penalty 2647.115061 = -320699.673148
  nChanged 12
		SP:Iteration 28Q (7472.390000 sec): 3 clusters
  Score: Raw -323353.726014 + Penalty 2647.115061 = -320706.610953
  nChanged 10
		SP:Iteration 29Q (7472.400000 sec): 3 clusters
  Score: Raw -323357.975362 + Penalty 2647.115061 = -320710.860301
  nChanged 5
		SP:Iteration 30Q (7472.400000 sec): 3 clusters
  Score: Raw -323359.550132 + Penalty 2647.115061 = -320712.435072
  nChanged 4
		SP:Iteration 31Q (7472.410000 sec): 3 clusters
  Score: Raw -323362.812673 + Penalty 2647.115061 = -320715.697612
  nChanged 7
		SP:Iteration 32Q (7472.420000 sec): 3 clusters
  Score: Raw -323368.158990 + Penalty 2647.115061 = -320721.043929
  nChanged 9
		SP:Iteration 33Q (7472.420000 sec): 3 clusters
  Score: Raw -323372.609413 + Penalty 2647.115061 = -320725.494352
  nChanged 9
		SP:Iteration 34Q (7472.430000 sec): 3 clusters
  Score: Raw -323378.324332 + Penalty 2647.115061 = -320731.209272
  nChanged 13
		SP:Iteration 35Q (7472.440000 sec): 3 clusters
  Score: Raw -323386.793582 + Penalty 2647.115061 = -320739.678522
  nChanged 14
		SP:Iteration 36Q (7472.440000 sec): 3 clusters
  Score: Raw -323395.069920 + Penalty 2647.115061 = -320747.954860
  nChanged 14
		SP:Iteration 37Q (7472.450000 sec): 3 clusters
  Score: Raw -323404.033533 + Penalty 2647.115061 = -320756.918473
  nChanged 8
		SP:Iteration 38Q (7472.460000 sec): 3 clusters
  Score: Raw -323409.421389 + Penalty 2647.115061 = -320762.306329
  nChanged 6
		SP:Iteration 39Q (7472.460000 sec): 3 clusters
  Score: Raw -323416.300582 + Penalty 2647.115061 = -320769.185522
  nChanged 12
		SP:Iteration 40F (7472.470000 sec): 3 clusters
  Score: Raw -323432.402832 + Penalty 2647.115061 = -320785.287772
  nChanged 22
		SP:Iteration 41Q (7472.480000 sec): 3 clusters
  Score: Raw -323447.536343 + Penalty 2647.115061 = -320800.421283
  nChanged 17
		SP:Iteration 42Q (7472.490000 sec): 3 clusters
  Score: Raw -323460.646719 + Penalty 2647.115061 = -320813.531659
  nChanged 9
		SP:Iteration 43Q (7472.500000 sec): 3 clusters
  Score: Raw -323468.727897 + Penalty 2647.115061 = -320821.612836
  nChanged 12
		SP:Iteration 44Q (7472.500000 sec): 3 clusters
  Score: Raw -323482.522920 + Penalty 2647.115061 = -320835.407860
  nChanged 15
		SP:Iteration 45Q (7472.510000 sec): 3 clusters
  Score: Raw -323491.583245 + Penalty 2647.115061 = -320844.468184
  nChanged 7
		SP:Iteration 46Q (7472.520000 sec): 3 clusters
  Score: Raw -323495.678059 + Penalty 2647.115061 = -320848.562998
  nChanged 9
		SP:Iteration 47Q (7472.520000 sec): 3 clusters
  Score: Raw -323499.775398 + Penalty 2647.115061 = -320852.660338
  nChanged 10
		SP:Iteration 48Q (7472.530000 sec): 3 clusters
  Score: Raw -323505.472556 + Penalty 2647.115061 = -320858.357495
  nChanged 6
		SP:Iteration 49Q (7472.540000 sec): 3 clusters
  Score: Raw -323512.204465 + Penalty 2647.115061 = -320865.089405
  nChanged 7
		SP:Iteration 50Q (7472.540000 sec): 3 clusters
  Score: Raw -323518.248077 + Penalty 2647.115061 = -320871.133016
  nChanged 8
		SP:Iteration 51Q (7472.550000 sec): 3 clusters
  Score: Raw -323522.062969 + Penalty 2647.115061 = -320874.947909
  nChanged 5
		SP:Iteration 52Q (7472.560000 sec): 3 clusters
  Score: Raw -323524.228638 + Penalty 2647.115061 = -320877.113578
  nChanged 4
		SP:Iteration 53Q (7472.560000 sec): 3 clusters
  Score: Raw -323526.654512 + Penalty 2647.115061 = -320879.539452
  nChanged 1
		SP:Iteration 54Q (7472.570000 sec): 3 clusters
  Score: Raw -323527.037051 + Penalty 2647.115061 = -320879.921990
  nChanged 0
		SP:Iteration 55F (7472.580000 sec): 3 clusters
  Score: Raw -323527.037051 + Penalty 2647.115061 = -320879.921990
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7472.590000 sec): 2 clusters
  Score: Raw -223274.724691 + Penalty 1248.777391 = -222025.947300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7472.590000 sec): 3 clusters
  Score: Raw -222257.768021 + Penalty 2497.554782 = -219760.213240
  nChanged 771
		SP:Iteration 1F (7472.600000 sec): 3 clusters
  Score: Raw -222703.319271 + Penalty 2497.554782 = -220205.764489
  nChanged 164
		SP:Iteration 2F (7472.600000 sec): 3 clusters
  Score: Raw -222810.205714 + Penalty 2497.554782 = -220312.650933
  nChanged 110
		SP:Iteration 3F (7472.610000 sec): 3 clusters
  Score: Raw -222882.694584 + Penalty 2497.554782 = -220385.139803
  nChanged 95
		SP:Iteration 4Q (7472.620000 sec): 3 clusters
  Score: Raw -222946.587072 + Penalty 2497.554782 = -220449.032291
  nChanged 86
		SP:Iteration 5Q (7472.620000 sec): 3 clusters
  Score: Raw -223000.724719 + Penalty 2497.554782 = -220503.169938
  nChanged 68
		SP:Iteration 6Q (7472.620000 sec): 3 clusters
  Score: Raw -223038.759340 + Penalty 2497.554782 = -220541.204558
  nChanged 49
		SP:Iteration 7Q (7472.630000 sec): 3 clusters
  Score: Raw -223064.686175 + Penalty 2497.554782 = -220567.131394
  nChanged 30
		SP:Iteration 8Q (7472.640000 sec): 3 clusters
  Score: Raw -223080.388489 + Penalty 2497.554782 = -220582.833708
  nChanged 25
		SP:Iteration 9Q (7472.640000 sec): 3 clusters
  Score: Raw -223095.310287 + Penalty 2497.554782 = -220597.755505
  nChanged 24
		SP:Iteration 10Q (7472.640000 sec): 3 clusters
  Score: Raw -223110.568193 + Penalty 2497.554782 = -220613.013412
  nChanged 21
		SP:Iteration 11Q (7472.650000 sec): 3 clusters
  Score: Raw -223125.086192 + Penalty 2497.554782 = -220627.531410
  nChanged 23
		SP:Iteration 12Q (7472.660000 sec): 3 clusters
  Score: Raw -223139.520431 + Penalty 2497.554782 = -220641.965649
  nChanged 28
		SP:Iteration 13Q (7472.660000 sec): 3 clusters
  Score: Raw -223156.608270 + Penalty 2497.554782 = -220659.053488
  nChanged 33
		SP:Iteration 14Q (7472.660000 sec): 3 clusters
  Score: Raw -223177.543903 + Penalty 2497.554782 = -220679.989121
  nChanged 32
		SP:Iteration 15Q (7472.670000 sec): 3 clusters
  Score: Raw -223193.634237 + Penalty 2497.554782 = -220696.079455
  nChanged 30
		SP:Iteration 16Q (7472.680000 sec): 3 clusters
  Score: Raw -223212.139712 + Penalty 2497.554782 = -220714.584930
  nChanged 27
		SP:Iteration 17Q (7472.680000 sec): 3 clusters
  Score: Raw -223223.945515 + Penalty 2497.554782 = -220726.390734
  nChanged 22
		SP:Iteration 18Q (7472.680000 sec): 3 clusters
  Score: Raw -223238.468285 + Penalty 2497.554782 = -220740.913503
  nChanged 27
		SP:Iteration 19Q (7472.690000 sec): 3 clusters
  Score: Raw -223255.869529 + Penalty 2497.554782 = -220758.314748
  nChanged 27
		SP:Iteration 20F (7472.700000 sec): 3 clusters
  Score: Raw -223277.060813 + Penalty 2497.554782 = -220779.506031
  nChanged 37
		SP:Iteration 21Q (7472.700000 sec): 3 clusters
  Score: Raw -223302.045577 + Penalty 2497.554782 = -220804.490795
  nChanged 30
		SP:Iteration 22Q (7472.710000 sec): 3 clusters
  Score: Raw -223320.742766 + Penalty 2497.554782 = -220823.187984
  nChanged 31
		SP:Iteration 23Q (7472.710000 sec): 3 clusters
  Score: Raw -223340.711807 + Penalty 2497.554782 = -220843.157026
  nChanged 25
		SP:Iteration 24Q (7472.720000 sec): 3 clusters
  Score: Raw -223357.520487 + Penalty 2497.554782 = -220859.965705
  nChanged 33
		SP:Iteration 25Q (7472.720000 sec): 3 clusters
  Score: Raw -223376.089631 + Penalty 2497.554782 = -220878.534849
  nChanged 30
		SP:Iteration 26Q (7472.730000 sec): 3 clusters
  Score: Raw -223392.379811 + Penalty 2497.554782 = -220894.825030
  nChanged 24
		SP:Iteration 27Q (7472.730000 sec): 3 clusters
  Score: Raw -223411.883553 + Penalty 2497.554782 = -220914.328771
  nChanged 27
		SP:Iteration 28Q (7472.740000 sec): 3 clusters
  Score: Raw -223430.756206 + Penalty 2497.554782 = -220933.201424
  nChanged 25
		SP:Iteration 29Q (7472.740000 sec): 3 clusters
  Score: Raw -223450.411981 + Penalty 2497.554782 = -220952.857200
  nChanged 24
		SP:Iteration 30Q (7472.750000 sec): 3 clusters
  Score: Raw -223468.093075 + Penalty 2497.554782 = -220970.538293
  nChanged 29
		SP:Iteration 31Q (7472.750000 sec): 3 clusters
  Score: Raw -223486.424942 + Penalty 2497.554782 = -220988.870161
  nChanged 30
		SP:Iteration 32Q (7472.760000 sec): 3 clusters
  Score: Raw -223511.108079 + Penalty 2497.554782 = -221013.553298
  nChanged 34
		SP:Iteration 33Q (7472.760000 sec): 3 clusters
  Score: Raw -223533.307554 + Penalty 2497.554782 = -221035.752772
  nChanged 26
		SP:Iteration 34Q (7472.770000 sec): 3 clusters
  Score: Raw -223553.761654 + Penalty 2497.554782 = -221056.206872
  nChanged 32
		SP:Iteration 35Q (7472.770000 sec): 3 clusters
  Score: Raw -223580.117091 + Penalty 2497.554782 = -221082.562309
  nChanged 31
		SP:Iteration 36Q (7472.780000 sec): 3 clusters
  Score: Raw -223601.355447 + Penalty 2497.554782 = -221103.800665
  nChanged 30
		SP:Iteration 37Q (7472.780000 sec): 3 clusters
  Score: Raw -223622.749103 + Penalty 2497.554782 = -221125.194322
  nChanged 22
		SP:Iteration 38Q (7472.790000 sec): 3 clusters
  Score: Raw -223639.739565 + Penalty 2497.554782 = -221142.184783
  nChanged 20
		SP:Iteration 39Q (7472.790000 sec): 3 clusters
  Score: Raw -223652.013932 + Penalty 2497.554782 = -221154.459150
  nChanged 13
		SP:Iteration 40F (7472.800000 sec): 3 clusters
  Score: Raw -223658.991924 + Penalty 2497.554782 = -221161.437142
  nChanged 12
		SP:Iteration 41Q (7472.800000 sec): 3 clusters
  Score: Raw -223666.546230 + Penalty 2497.554782 = -221168.991449
  nChanged 15
		SP:Iteration 42Q (7472.810000 sec): 3 clusters
  Score: Raw -223677.705279 + Penalty 2497.554782 = -221180.150497
  nChanged 16
		SP:Iteration 43Q (7472.810000 sec): 3 clusters
  Score: Raw -223688.262642 + Penalty 2497.554782 = -221190.707860
  nChanged 11
		SP:Iteration 44Q (7472.820000 sec): 3 clusters
  Score: Raw -223693.247838 + Penalty 2497.554782 = -221195.693057
  nChanged 7
		SP:Iteration 45Q (7472.820000 sec): 3 clusters
  Score: Raw -223697.778890 + Penalty 2497.554782 = -221200.224108
  nChanged 8
		SP:Iteration 46Q (7472.820000 sec): 3 clusters
  Score: Raw -223701.955383 + Penalty 2497.554782 = -221204.400602
  nChanged 8
		SP:Iteration 47Q (7472.830000 sec): 3 clusters
  Score: Raw -223706.851209 + Penalty 2497.554782 = -221209.296428
  nChanged 5
		SP:Iteration 48Q (7472.840000 sec): 3 clusters
  Score: Raw -223710.184424 + Penalty 2497.554782 = -221212.629642
  nChanged 4
		SP:Iteration 49Q (7472.840000 sec): 3 clusters
  Score: Raw -223712.204289 + Penalty 2497.554782 = -221214.649508
  nChanged 8
		SP:Iteration 50Q (7472.840000 sec): 3 clusters
  Score: Raw -223716.052287 + Penalty 2497.554782 = -221218.497505
  nChanged 7
		SP:Iteration 51Q (7472.850000 sec): 3 clusters
  Score: Raw -223719.242473 + Penalty 2497.554782 = -221221.687691
  nChanged 5
		SP:Iteration 52Q (7472.850000 sec): 3 clusters
  Score: Raw -223721.575206 + Penalty 2497.554782 = -221224.020424
  nChanged 2
		SP:Iteration 53Q (7472.860000 sec): 3 clusters
  Score: Raw -223722.128041 + Penalty 2497.554782 = -221224.573260
  nChanged 1
		SP:Iteration 54Q (7472.860000 sec): 3 clusters
  Score: Raw -223722.687294 + Penalty 2497.554782 = -221225.132513
  nChanged 5
		SP:Iteration 55Q (7472.870000 sec): 3 clusters
  Score: Raw -223725.163835 + Penalty 2497.554782 = -221227.609054
  nChanged 5
		SP:Iteration 56Q (7472.870000 sec): 3 clusters
  Score: Raw -223727.171991 + Penalty 2497.554782 = -221229.617209
  nChanged 3
		SP:Iteration 57Q (7472.880000 sec): 3 clusters
  Score: Raw -223728.846008 + Penalty 2497.554782 = -221231.291226
  nChanged 2
		SP:Iteration 58Q (7472.880000 sec): 3 clusters
  Score: Raw -223729.719281 + Penalty 2497.554782 = -221232.164499
  nChanged 1
		SP:Iteration 59Q (7472.880000 sec): 3 clusters
  Score: Raw -223730.344356 + Penalty 2497.554782 = -221232.789574
  nChanged 2
		SP:Iteration 60F (7472.890000 sec): 3 clusters
  Score: Raw -223731.437154 + Penalty 2497.554782 = -221233.882372
  nChanged 3
		SP:Iteration 61Q (7472.900000 sec): 3 clusters
  Score: Raw -223732.951398 + Penalty 2497.554782 = -221235.396617
  nChanged 3
		SP:Iteration 62Q (7472.900000 sec): 3 clusters
  Score: Raw -223733.848653 + Penalty 2497.554782 = -221236.293872
  nChanged 2
		SP:Iteration 63Q (7472.900000 sec): 3 clusters
  Score: Raw -223734.866825 + Penalty 2497.554782 = -221237.312043
  nChanged 1
		SP:Iteration 64Q (7472.910000 sec): 3 clusters
  Score: Raw -223735.349541 + Penalty 2497.554782 = -221237.794759
  nChanged 2
		SP:Iteration 65Q (7472.910000 sec): 3 clusters
  Score: Raw -223736.441100 + Penalty 2497.554782 = -221238.886318
  nChanged 2
		SP:Iteration 66Q (7472.920000 sec): 3 clusters
  Score: Raw -223737.145467 + Penalty 2497.554782 = -221239.590685
  nChanged 0
		SP:Iteration 67F (7472.920000 sec): 3 clusters
  Score: Raw -223737.145467 + Penalty 2497.554782 = -221239.590685
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7472.930000 sec): 2 clusters
  Score: Raw -222231.515464 + Penalty 1257.504320 = -220974.011144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7472.940000 sec): 3 clusters
  Score: Raw -221272.731448 + Penalty 2515.008640 = -218757.722808
  nChanged 823
		SP:Iteration 1F (7472.940000 sec): 3 clusters
  Score: Raw -221826.016204 + Penalty 2515.008640 = -219311.007564
  nChanged 179
		SP:Iteration 2F (7472.950000 sec): 3 clusters
  Score: Raw -221968.316933 + Penalty 2515.008640 = -219453.308293
  nChanged 126
		SP:Iteration 3F (7472.960000 sec): 3 clusters
  Score: Raw -222064.438998 + Penalty 2515.008640 = -219549.430358
  nChanged 98
		SP:Iteration 4Q (7472.960000 sec): 3 clusters
  Score: Raw -222134.591133 + Penalty 2515.008640 = -219619.582493
  nChanged 64
		SP:Iteration 5Q (7472.970000 sec): 3 clusters
  Score: Raw -222178.933067 + Penalty 2515.008640 = -219663.924427
  nChanged 59
		SP:Iteration 6Q (7472.970000 sec): 3 clusters
  Score: Raw -222213.028769 + Penalty 2515.008640 = -219698.020130
  nChanged 54
		SP:Iteration 7Q (7472.980000 sec): 3 clusters
  Score: Raw -222251.577593 + Penalty 2515.008640 = -219736.568953
  nChanged 54
		SP:Iteration 8Q (7472.980000 sec): 3 clusters
  Score: Raw -222304.188129 + Penalty 2515.008640 = -219789.179489
  nChanged 63
		SP:Iteration 9Q (7472.990000 sec): 3 clusters
  Score: Raw -222363.656433 + Penalty 2515.008640 = -219848.647793
  nChanged 44
		SP:Iteration 10Q (7472.990000 sec): 3 clusters
  Score: Raw -222397.230808 + Penalty 2515.008640 = -219882.222168
  nChanged 42
		SP:Iteration 11Q (7473.000000 sec): 3 clusters
  Score: Raw -222428.564894 + Penalty 2515.008640 = -219913.556254
  nChanged 39
		SP:Iteration 12Q (7473.000000 sec): 3 clusters
  Score: Raw -222460.255757 + Penalty 2515.008640 = -219945.247117
  nChanged 44
		SP:Iteration 13Q (7473.010000 sec): 3 clusters
  Score: Raw -222495.519496 + Penalty 2515.008640 = -219980.510856
  nChanged 32
		SP:Iteration 14Q (7473.010000 sec): 3 clusters
  Score: Raw -222520.233251 + Penalty 2515.008640 = -220005.224611
  nChanged 36
		SP:Iteration 15Q (7473.020000 sec): 3 clusters
  Score: Raw -222541.163841 + Penalty 2515.008640 = -220026.155201
  nChanged 24
		SP:Iteration 16Q (7473.020000 sec): 3 clusters
  Score: Raw -222560.306327 + Penalty 2515.008640 = -220045.297687
  nChanged 25
		SP:Iteration 17Q (7473.030000 sec): 3 clusters
  Score: Raw -222577.309649 + Penalty 2515.008640 = -220062.301009
  nChanged 18
		SP:Iteration 18Q (7473.040000 sec): 3 clusters
  Score: Raw -222592.712636 + Penalty 2515.008640 = -220077.703997
  nChanged 20
		SP:Iteration 19Q (7473.040000 sec): 3 clusters
  Score: Raw -222608.024150 + Penalty 2515.008640 = -220093.015510
  nChanged 19
		SP:Iteration 20F (7473.040000 sec): 3 clusters
  Score: Raw -222621.471719 + Penalty 2515.008640 = -220106.463079
  nChanged 17
		SP:Iteration 21Q (7473.050000 sec): 3 clusters
  Score: Raw -222637.150736 + Penalty 2515.008640 = -220122.142097
  nChanged 15
		SP:Iteration 22Q (7473.060000 sec): 3 clusters
  Score: Raw -222645.540212 + Penalty 2515.008640 = -220130.531572
  nChanged 9
		SP:Iteration 23Q (7473.060000 sec): 3 clusters
  Score: Raw -222649.410064 + Penalty 2515.008640 = -220134.401424
  nChanged 2
		SP:Iteration 24Q (7473.060000 sec): 3 clusters
  Score: Raw -222651.235381 + Penalty 2515.008640 = -220136.226741
  nChanged 1
		SP:Iteration 25Q (7473.070000 sec): 3 clusters
  Score: Raw -222651.625389 + Penalty 2515.008640 = -220136.616749
  nChanged 0
		SP:Iteration 26F (7473.080000 sec): 3 clusters
  Score: Raw -222651.625389 + Penalty 2515.008640 = -220136.616749
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7473.080000 sec): 2 clusters
  Score: Raw -187681.898078 + Penalty 1232.443033 = -186449.455045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7473.090000 sec): 3 clusters
  Score: Raw -186822.780866 + Penalty 2464.886066 = -184357.894800
  nChanged 719
		SP:Iteration 1F (7473.090000 sec): 3 clusters
  Score: Raw -187403.898558 + Penalty 2464.886066 = -184939.012492
  nChanged 205
		SP:Iteration 2F (7473.100000 sec): 3 clusters
  Score: Raw -187584.623774 + Penalty 2464.886066 = -185119.737708
  nChanged 126
		SP:Iteration 3F (7473.100000 sec): 3 clusters
  Score: Raw -187700.081237 + Penalty 2464.886066 = -185235.195171
  nChanged 85
		SP:Iteration 4Q (7473.110000 sec): 3 clusters
  Score: Raw -187783.371893 + Penalty 2464.886066 = -185318.485827
  nChanged 67
		SP:Iteration 5Q (7473.110000 sec): 3 clusters
  Score: Raw -187835.819646 + Penalty 2464.886066 = -185370.933580
  nChanged 51
		SP:Iteration 6Q (7473.120000 sec): 3 clusters
  Score: Raw -187871.837844 + Penalty 2464.886066 = -185406.951778
  nChanged 42
		SP:Iteration 7Q (7473.120000 sec): 3 clusters
  Score: Raw -187898.547028 + Penalty 2464.886066 = -185433.660962
  nChanged 25
		SP:Iteration 8Q (7473.120000 sec): 3 clusters
  Score: Raw -187914.978961 + Penalty 2464.886066 = -185450.092895
  nChanged 21
		SP:Iteration 9Q (7473.130000 sec): 3 clusters
  Score: Raw -187929.911466 + Penalty 2464.886066 = -185465.025400
  nChanged 19
		SP:Iteration 10Q (7473.130000 sec): 3 clusters
  Score: Raw -187942.561887 + Penalty 2464.886066 = -185477.675821
  nChanged 16
		SP:Iteration 11Q (7473.140000 sec): 3 clusters
  Score: Raw -187952.470111 + Penalty 2464.886066 = -185487.584045
  nChanged 14
		SP:Iteration 12Q (7473.140000 sec): 3 clusters
  Score: Raw -187964.613476 + Penalty 2464.886066 = -185499.727410
  nChanged 9
		SP:Iteration 13Q (7473.150000 sec): 3 clusters
  Score: Raw -187969.704350 + Penalty 2464.886066 = -185504.818284
  nChanged 8
		SP:Iteration 14Q (7473.150000 sec): 3 clusters
  Score: Raw -187974.573877 + Penalty 2464.886066 = -185509.687811
  nChanged 4
		SP:Iteration 15Q (7473.160000 sec): 3 clusters
  Score: Raw -187977.348545 + Penalty 2464.886066 = -185512.462479
  nChanged 0
		SP:Iteration 16F (7473.160000 sec): 3 clusters
  Score: Raw -187977.348545 + Penalty 2464.886066 = -185512.462479
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7473.160000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7473.160000 sec): 3 clusters
  Score: Raw -11348.875028 + Penalty 1615.189322 = -9733.685706
  nChanged 13
		SP:Iteration 1F (7473.160000 sec): 3 clusters
  Score: Raw -11425.357305 + Penalty 1615.189322 = -9810.167983
  nChanged 5
		SP:Iteration 2Q (7473.170000 sec): 3 clusters
  Score: Raw -11463.328806 + Penalty 1615.189322 = -9848.139483
  nChanged 3
		SP:Iteration 3Q (7473.170000 sec): 3 clusters
  Score: Raw -11509.630283 + Penalty 1615.189322 = -9894.440960
  nChanged 2
		SP:Iteration 4Q (7473.170000 sec): 3 clusters
  Score: Raw -11529.269161 + Penalty 1615.189322 = -9914.079838
  nChanged 0
		SP:Iteration 5F (7473.170000 sec): 3 clusters
  Score: Raw -11529.269161 + Penalty 1615.189322 = -9914.079838
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7473.180000 sec): 2 clusters
  Score: Raw -351277.320089 + Penalty 1323.604680 = -349953.715409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7473.190000 sec): 3 clusters
  Score: Raw -349601.321874 + Penalty 2647.209359 = -346954.112515
  nChanged 1312
		SP:Iteration 1F (7473.200000 sec): 3 clusters
  Score: Raw -350390.629859 + Penalty 2647.209359 = -347743.420500
  nChanged 280
		SP:Iteration 2F (7473.200000 sec): 3 clusters
  Score: Raw -350610.943720 + Penalty 2647.209359 = -347963.734361
  nChanged 243
		SP:Iteration 3F (7473.210000 sec): 3 clusters
  Score: Raw -350812.963282 + Penalty 2647.209359 = -348165.753923
  nChanged 180
		SP:Iteration 4F (7473.220000 sec): 3 clusters
  Score: Raw -350947.547797 + Penalty 2647.209359 = -348300.338438
  nChanged 158
		SP:Iteration 5Q (7473.230000 sec): 3 clusters
  Score: Raw -351062.723073 + Penalty 2647.209359 = -348415.513714
  nChanged 158
		SP:Iteration 6Q (7473.240000 sec): 3 clusters
  Score: Raw -351172.465682 + Penalty 2647.209359 = -348525.256322
  nChanged 139
		SP:Iteration 7Q (7473.250000 sec): 3 clusters
  Score: Raw -351255.248488 + Penalty 2647.209359 = -348608.039129
  nChanged 115
		SP:Iteration 8Q (7473.260000 sec): 3 clusters
  Score: Raw -351334.662785 + Penalty 2647.209359 = -348687.453426
  nChanged 122
		SP:Iteration 9Q (7473.260000 sec): 3 clusters
  Score: Raw -351431.636651 + Penalty 2647.209359 = -348784.427292
  nChanged 107
		SP:Iteration 10Q (7473.270000 sec): 3 clusters
  Score: Raw -351518.890910 + Penalty 2647.209359 = -348871.681551
  nChanged 98
		SP:Iteration 11Q (7473.280000 sec): 3 clusters
  Score: Raw -351603.857284 + Penalty 2647.209359 = -348956.647925
  nChanged 72
		SP:Iteration 12Q (7473.280000 sec): 3 clusters
  Score: Raw -351668.973218 + Penalty 2647.209359 = -349021.763859
  nChanged 50
		SP:Iteration 13Q (7473.290000 sec): 3 clusters
  Score: Raw -351714.109942 + Penalty 2647.209359 = -349066.900583
  nChanged 41
		SP:Iteration 14Q (7473.300000 sec): 3 clusters
  Score: Raw -351750.758486 + Penalty 2647.209359 = -349103.549127
  nChanged 41
		SP:Iteration 15Q (7473.310000 sec): 3 clusters
  Score: Raw -351798.659052 + Penalty 2647.209359 = -349151.449692
  nChanged 51
		SP:Iteration 16Q (7473.320000 sec): 3 clusters
  Score: Raw -351850.216440 + Penalty 2647.209359 = -349203.007081
  nChanged 33
		SP:Iteration 17Q (7473.320000 sec): 3 clusters
  Score: Raw -351876.283368 + Penalty 2647.209359 = -349229.074009
  nChanged 17
		SP:Iteration 18Q (7473.330000 sec): 3 clusters
  Score: Raw -351892.694250 + Penalty 2647.209359 = -349245.484891
  nChanged 18
		SP:Iteration 19Q (7473.340000 sec): 3 clusters
  Score: Raw -351906.020014 + Penalty 2647.209359 = -349258.810655
  nChanged 17
		SP:Iteration 20F (7473.340000 sec): 3 clusters
  Score: Raw -351932.742701 + Penalty 2647.209359 = -349285.533342
  nChanged 17
		SP:Iteration 21Q (7473.350000 sec): 3 clusters
  Score: Raw -351946.977052 + Penalty 2647.209359 = -349299.767693
  nChanged 9
		SP:Iteration 22Q (7473.360000 sec): 3 clusters
  Score: Raw -351952.873350 + Penalty 2647.209359 = -349305.663991
  nChanged 6
		SP:Iteration 23Q (7473.360000 sec): 3 clusters
  Score: Raw -351957.223241 + Penalty 2647.209359 = -349310.013882
  nChanged 8
		SP:Iteration 24Q (7473.370000 sec): 3 clusters
  Score: Raw -351961.689379 + Penalty 2647.209359 = -349314.480020
  nChanged 6
		SP:Iteration 25Q (7473.380000 sec): 3 clusters
  Score: Raw -351965.484144 + Penalty 2647.209359 = -349318.274785
  nChanged 4
		SP:Iteration 26Q (7473.390000 sec): 3 clusters
  Score: Raw -351967.368446 + Penalty 2647.209359 = -349320.159087
  nChanged 2
		SP:Iteration 27Q (7473.390000 sec): 3 clusters
  Score: Raw -351968.273931 + Penalty 2647.209359 = -349321.064572
  nChanged 2
		SP:Iteration 28Q (7473.400000 sec): 3 clusters
  Score: Raw -351968.817874 + Penalty 2647.209359 = -349321.608515
  nChanged 1
		SP:Iteration 29Q (7473.410000 sec): 3 clusters
  Score: Raw -351969.252439 + Penalty 2647.209359 = -349322.043080
  nChanged 1
		SP:Iteration 30Q (7473.410000 sec): 3 clusters
  Score: Raw -351969.496180 + Penalty 2647.209359 = -349322.286821
  nChanged 1
		SP:Iteration 31Q (7473.420000 sec): 3 clusters
  Score: Raw -351969.998424 + Penalty 2647.209359 = -349322.789065
  nChanged 0
		SP:Iteration 32F (7473.430000 sec): 3 clusters
  Score: Raw -351969.998424 + Penalty 2647.209359 = -349322.789065
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7473.440000 sec): 2 clusters
  Score: Raw -469442.632254 + Penalty 1374.644731 = -468067.987523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7473.460000 sec): 3 clusters
  Score: Raw -466970.116079 + Penalty 2749.289462 = -464220.826617
  nChanged 1930
		SP:Iteration 1F (7473.470000 sec): 3 clusters
  Score: Raw -468042.433910 + Penalty 2749.289462 = -465293.144448
  nChanged 322
		SP:Iteration 2F (7473.480000 sec): 3 clusters
  Score: Raw -468229.588901 + Penalty 2749.289462 = -465480.299439
  nChanged 255
		SP:Iteration 3F (7473.490000 sec): 3 clusters
  Score: Raw -468378.356638 + Penalty 2749.289462 = -465629.067175
  nChanged 213
		SP:Iteration 4Q (7473.500000 sec): 3 clusters
  Score: Raw -468480.239259 + Penalty 2749.289462 = -465730.949797
  nChanged 171
		SP:Iteration 5Q (7473.510000 sec): 3 clusters
  Score: Raw -468552.086925 + Penalty 2749.289462 = -465802.797463
  nChanged 152
		SP:Iteration 6Q (7473.520000 sec): 3 clusters
  Score: Raw -468608.675874 + Penalty 2749.289462 = -465859.386412
  nChanged 117
		SP:Iteration 7Q (7473.540000 sec): 3 clusters
  Score: Raw -468653.980488 + Penalty 2749.289462 = -465904.691025
  nChanged 109
		SP:Iteration 8Q (7473.550000 sec): 3 clusters
  Score: Raw -468698.054923 + Penalty 2749.289462 = -465948.765460
  nChanged 117
		SP:Iteration 9Q (7473.560000 sec): 3 clusters
  Score: Raw -468746.675894 + Penalty 2749.289462 = -465997.386431
  nChanged 124
		SP:Iteration 10Q (7473.570000 sec): 3 clusters
  Score: Raw -468802.092560 + Penalty 2749.289462 = -466052.803098
  nChanged 143
		SP:Iteration 11Q (7473.580000 sec): 3 clusters
  Score: Raw -468877.825790 + Penalty 2749.289462 = -466128.536327
  nChanged 158
		SP:Iteration 12Q (7473.590000 sec): 3 clusters
  Score: Raw -468962.013185 + Penalty 2749.289462 = -466212.723723
  nChanged 158
		SP:Iteration 13Q (7473.600000 sec): 3 clusters
  Score: Raw -469045.260813 + Penalty 2749.289462 = -466295.971351
  nChanged 159
		SP:Iteration 14Q (7473.620000 sec): 3 clusters
  Score: Raw -469134.206686 + Penalty 2749.289462 = -466384.917223
  nChanged 166
		SP:Iteration 15Q (7473.630000 sec): 3 clusters
  Score: Raw -469232.074724 + Penalty 2749.289462 = -466482.785262
  nChanged 149
		SP:Iteration 16Q (7473.640000 sec): 3 clusters
  Score: Raw -469323.241948 + Penalty 2749.289462 = -466573.952486
  nChanged 149
		SP:Iteration 17Q (7473.650000 sec): 3 clusters
  Score: Raw -469414.699987 + Penalty 2749.289462 = -466665.410525
  nChanged 138
		SP:Iteration 18Q (7473.660000 sec): 3 clusters
  Score: Raw -469507.330882 + Penalty 2749.289462 = -466758.041419
  nChanged 144
		SP:Iteration 19Q (7473.670000 sec): 3 clusters
  Score: Raw -469603.898503 + Penalty 2749.289462 = -466854.609041
  nChanged 112
		SP:Iteration 20F (7473.680000 sec): 3 clusters
  Score: Raw -469682.967148 + Penalty 2749.289462 = -466933.677685
  nChanged 96
		SP:Iteration 21Q (7473.700000 sec): 3 clusters
  Score: Raw -469743.428889 + Penalty 2749.289462 = -466994.139427
  nChanged 81
		SP:Iteration 22Q (7473.710000 sec): 3 clusters
  Score: Raw -469790.778116 + Penalty 2749.289462 = -467041.488653
  nChanged 59
		SP:Iteration 23Q (7473.720000 sec): 3 clusters
  Score: Raw -469816.637323 + Penalty 2749.289462 = -467067.347861
  nChanged 34
		SP:Iteration 24Q (7473.730000 sec): 3 clusters
  Score: Raw -469831.572516 + Penalty 2749.289462 = -467082.283054
  nChanged 19
		SP:Iteration 25Q (7473.740000 sec): 3 clusters
  Score: Raw -469838.831772 + Penalty 2749.289462 = -467089.542310
  nChanged 17
		SP:Iteration 26Q (7473.750000 sec): 3 clusters
  Score: Raw -469843.474314 + Penalty 2749.289462 = -467094.184852
  nChanged 15
		SP:Iteration 27Q (7473.760000 sec): 3 clusters
  Score: Raw -469848.034531 + Penalty 2749.289462 = -467098.745068
  nChanged 9
		SP:Iteration 28Q (7473.770000 sec): 3 clusters
  Score: Raw -469853.159736 + Penalty 2749.289462 = -467103.870273
  nChanged 12
		SP:Iteration 29Q (7473.780000 sec): 3 clusters
  Score: Raw -469858.244477 + Penalty 2749.289462 = -467108.955014
  nChanged 8
		SP:Iteration 30Q (7473.800000 sec): 3 clusters
  Score: Raw -469862.000039 + Penalty 2749.289462 = -467112.710576
  nChanged 10
		SP:Iteration 31Q (7473.810000 sec): 3 clusters
  Score: Raw -469865.511722 + Penalty 2749.289462 = -467116.222260
  nChanged 10
		SP:Iteration 32Q (7473.820000 sec): 3 clusters
  Score: Raw -469869.581933 + Penalty 2749.289462 = -467120.292471
  nChanged 8
		SP:Iteration 33Q (7473.830000 sec): 3 clusters
  Score: Raw -469873.023022 + Penalty 2749.289462 = -467123.733560
  nChanged 11
		SP:Iteration 34Q (7473.840000 sec): 3 clusters
  Score: Raw -469878.208006 + Penalty 2749.289462 = -467128.918544
  nChanged 10
		SP:Iteration 35Q (7473.850000 sec): 3 clusters
  Score: Raw -469882.763943 + Penalty 2749.289462 = -467133.474481
  nChanged 6
		SP:Iteration 36Q (7473.860000 sec): 3 clusters
  Score: Raw -469885.865975 + Penalty 2749.289462 = -467136.576512
  nChanged 10
		SP:Iteration 37Q (7473.870000 sec): 3 clusters
  Score: Raw -469889.720176 + Penalty 2749.289462 = -467140.430714
  nChanged 8
		SP:Iteration 38Q (7473.880000 sec): 3 clusters
  Score: Raw -469892.896981 + Penalty 2749.289462 = -467143.607518
  nChanged 4
		SP:Iteration 39Q (7473.900000 sec): 3 clusters
  Score: Raw -469894.471002 + Penalty 2749.289462 = -467145.181540
  nChanged 7
		SP:Iteration 40F (7473.910000 sec): 3 clusters
  Score: Raw -469900.009266 + Penalty 2749.289462 = -467150.719804
  nChanged 13
		SP:Iteration 41Q (7473.920000 sec): 3 clusters
  Score: Raw -469907.018922 + Penalty 2749.289462 = -467157.729459
  nChanged 7
		SP:Iteration 42Q (7473.930000 sec): 3 clusters
  Score: Raw -469910.006362 + Penalty 2749.289462 = -467160.716900
  nChanged 8
		SP:Iteration 43Q (7473.940000 sec): 3 clusters
  Score: Raw -469913.278715 + Penalty 2749.289462 = -467163.989252
  nChanged 4
		SP:Iteration 44Q (7473.950000 sec): 3 clusters
  Score: Raw -469914.274401 + Penalty 2749.289462 = -467164.984938
  nChanged 2
		SP:Iteration 45Q (7473.960000 sec): 3 clusters
  Score: Raw -469915.006304 + Penalty 2749.289462 = -467165.716842
  nChanged 5
		SP:Iteration 46Q (7473.980000 sec): 3 clusters
  Score: Raw -469918.914769 + Penalty 2749.289462 = -467169.625307
  nChanged 3
		SP:Iteration 47Q (7473.990000 sec): 3 clusters
  Score: Raw -469920.931468 + Penalty 2749.289462 = -467171.642005
  nChanged 4
		SP:Iteration 48Q (7474.000000 sec): 3 clusters
  Score: Raw -469922.205083 + Penalty 2749.289462 = -467172.915621
  nChanged 4
		SP:Iteration 49Q (7474.010000 sec): 3 clusters
  Score: Raw -469924.117605 + Penalty 2749.289462 = -467174.828143
  nChanged 0
		SP:Iteration 50F (7474.020000 sec): 3 clusters
  Score: Raw -469924.117605 + Penalty 2749.289462 = -467174.828143
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.040000 sec): 2 clusters
  Score: Raw -297769.123364 + Penalty 1307.147470 = -296461.975894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.040000 sec): 3 clusters
  Score: Raw -296276.904619 + Penalty 2614.294940 = -293662.609678
  nChanged 1186
		SP:Iteration 1F (7474.050000 sec): 3 clusters
  Score: Raw -296979.700907 + Penalty 2614.294940 = -294365.405967
  nChanged 268
		SP:Iteration 2F (7474.060000 sec): 3 clusters
  Score: Raw -297175.635801 + Penalty 2614.294940 = -294561.340861
  nChanged 207
		SP:Iteration 3F (7474.070000 sec): 3 clusters
  Score: Raw -297340.814891 + Penalty 2614.294940 = -294726.519951
  nChanged 193
		SP:Iteration 4F (7474.080000 sec): 3 clusters
  Score: Raw -297494.262978 + Penalty 2614.294940 = -294879.968037
  nChanged 151
		SP:Iteration 5Q (7474.080000 sec): 3 clusters
  Score: Raw -297651.672179 + Penalty 2614.294940 = -295037.377239
  nChanged 162
		SP:Iteration 6F (7474.090000 sec): 3 clusters
  Score: Raw -297808.671355 + Penalty 2614.294940 = -295194.376415
  nChanged 142
		SP:Iteration 7Q (7474.100000 sec): 3 clusters
  Score: Raw -297942.955253 + Penalty 2614.294940 = -295328.660313
  nChanged 133
		SP:Iteration 8Q (7474.110000 sec): 3 clusters
  Score: Raw -298054.798659 + Penalty 2614.294940 = -295440.503719
  nChanged 110
		SP:Iteration 9Q (7474.120000 sec): 3 clusters
  Score: Raw -298152.438365 + Penalty 2614.294940 = -295538.143425
  nChanged 90
		SP:Iteration 10Q (7474.120000 sec): 3 clusters
  Score: Raw -298228.525891 + Penalty 2614.294940 = -295614.230950
  nChanged 83
		SP:Iteration 11Q (7474.130000 sec): 3 clusters
  Score: Raw -298318.289677 + Penalty 2614.294940 = -295703.994737
  nChanged 77
		SP:Iteration 12Q (7474.140000 sec): 3 clusters
  Score: Raw -298407.671958 + Penalty 2614.294940 = -295793.377018
  nChanged 60
		SP:Iteration 13Q (7474.140000 sec): 3 clusters
  Score: Raw -298461.846794 + Penalty 2614.294940 = -295847.551854
  nChanged 50
		SP:Iteration 14Q (7474.150000 sec): 3 clusters
  Score: Raw -298507.343475 + Penalty 2614.294940 = -295893.048535
  nChanged 33
		SP:Iteration 15Q (7474.160000 sec): 3 clusters
  Score: Raw -298533.203902 + Penalty 2614.294940 = -295918.908962
  nChanged 38
		SP:Iteration 16Q (7474.160000 sec): 3 clusters
  Score: Raw -298563.252869 + Penalty 2614.294940 = -295948.957929
  nChanged 29
		SP:Iteration 17Q (7474.170000 sec): 3 clusters
  Score: Raw -298581.540195 + Penalty 2614.294940 = -295967.245255
  nChanged 20
		SP:Iteration 18Q (7474.180000 sec): 3 clusters
  Score: Raw -298593.107011 + Penalty 2614.294940 = -295978.812071
  nChanged 19
		SP:Iteration 19Q (7474.180000 sec): 3 clusters
  Score: Raw -298606.014125 + Penalty 2614.294940 = -295991.719185
  nChanged 23
		SP:Iteration 20F (7474.190000 sec): 3 clusters
  Score: Raw -298618.998382 + Penalty 2614.294940 = -296004.703442
  nChanged 22
		SP:Iteration 21Q (7474.200000 sec): 3 clusters
  Score: Raw -298630.558629 + Penalty 2614.294940 = -296016.263689
  nChanged 13
		SP:Iteration 22Q (7474.200000 sec): 3 clusters
  Score: Raw -298637.423589 + Penalty 2614.294940 = -296023.128648
  nChanged 11
		SP:Iteration 23Q (7474.210000 sec): 3 clusters
  Score: Raw -298641.430889 + Penalty 2614.294940 = -296027.135949
  nChanged 6
		SP:Iteration 24Q (7474.220000 sec): 3 clusters
  Score: Raw -298644.277837 + Penalty 2614.294940 = -296029.982897
  nChanged 4
		SP:Iteration 25Q (7474.220000 sec): 3 clusters
  Score: Raw -298646.485601 + Penalty 2614.294940 = -296032.190661
  nChanged 5
		SP:Iteration 26Q (7474.230000 sec): 3 clusters
  Score: Raw -298648.123186 + Penalty 2614.294940 = -296033.828246
  nChanged 3
		SP:Iteration 27Q (7474.230000 sec): 3 clusters
  Score: Raw -298648.707823 + Penalty 2614.294940 = -296034.412883
  nChanged 3
		SP:Iteration 28Q (7474.240000 sec): 3 clusters
  Score: Raw -298649.527364 + Penalty 2614.294940 = -296035.232424
  nChanged 5
		SP:Iteration 29Q (7474.250000 sec): 3 clusters
  Score: Raw -298651.720271 + Penalty 2614.294940 = -296037.425331
  nChanged 4
		SP:Iteration 30Q (7474.250000 sec): 3 clusters
  Score: Raw -298653.271306 + Penalty 2614.294940 = -296038.976366
  nChanged 2
		SP:Iteration 31Q (7474.260000 sec): 3 clusters
  Score: Raw -298653.776879 + Penalty 2614.294940 = -296039.481939
  nChanged 0
		SP:Iteration 32F (7474.260000 sec): 3 clusters
  Score: Raw -298653.776879 + Penalty 2614.294940 = -296039.481939
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.270000 sec): 2 clusters
  Score: Raw -172248.339158 + Penalty 1226.125834 = -171022.213324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.280000 sec): 3 clusters
  Score: Raw -171467.728373 + Penalty 2452.251669 = -169015.476704
  nChanged 678
		SP:Iteration 1F (7474.280000 sec): 3 clusters
  Score: Raw -171961.995371 + Penalty 2452.251669 = -169509.743702
  nChanged 185
		SP:Iteration 2F (7474.280000 sec): 3 clusters
  Score: Raw -172152.488540 + Penalty 2452.251669 = -169700.236871
  nChanged 122
		SP:Iteration 3F (7474.290000 sec): 3 clusters
  Score: Raw -172275.939492 + Penalty 2452.251669 = -169823.687823
  nChanged 110
		SP:Iteration 4F (7474.300000 sec): 3 clusters
  Score: Raw -172383.173637 + Penalty 2452.251669 = -169930.921968
  nChanged 88
		SP:Iteration 5Q (7474.300000 sec): 3 clusters
  Score: Raw -172460.866505 + Penalty 2452.251669 = -170008.614836
  nChanged 71
		SP:Iteration 6Q (7474.300000 sec): 3 clusters
  Score: Raw -172520.618085 + Penalty 2452.251669 = -170068.366417
  nChanged 50
		SP:Iteration 7Q (7474.310000 sec): 3 clusters
  Score: Raw -172555.619841 + Penalty 2452.251669 = -170103.368172
  nChanged 37
		SP:Iteration 8Q (7474.310000 sec): 3 clusters
  Score: Raw -172583.928848 + Penalty 2452.251669 = -170131.677180
  nChanged 29
		SP:Iteration 9Q (7474.320000 sec): 3 clusters
  Score: Raw -172607.086593 + Penalty 2452.251669 = -170154.834924
  nChanged 24
		SP:Iteration 10Q (7474.320000 sec): 3 clusters
  Score: Raw -172624.132528 + Penalty 2452.251669 = -170171.880859
  nChanged 20
		SP:Iteration 11Q (7474.320000 sec): 3 clusters
  Score: Raw -172638.204215 + Penalty 2452.251669 = -170185.952547
  nChanged 21
		SP:Iteration 12Q (7474.330000 sec): 3 clusters
  Score: Raw -172650.943048 + Penalty 2452.251669 = -170198.691379
  nChanged 13
		SP:Iteration 13Q (7474.330000 sec): 3 clusters
  Score: Raw -172660.268407 + Penalty 2452.251669 = -170208.016739
  nChanged 14
		SP:Iteration 14Q (7474.340000 sec): 3 clusters
  Score: Raw -172667.038515 + Penalty 2452.251669 = -170214.786846
  nChanged 11
		SP:Iteration 15Q (7474.340000 sec): 3 clusters
  Score: Raw -172676.040893 + Penalty 2452.251669 = -170223.789225
  nChanged 8
		SP:Iteration 16Q (7474.350000 sec): 3 clusters
  Score: Raw -172679.510996 + Penalty 2452.251669 = -170227.259327
  nChanged 2
		SP:Iteration 17Q (7474.360000 sec): 3 clusters
  Score: Raw -172680.239792 + Penalty 2452.251669 = -170227.988123
  nChanged 3
		SP:Iteration 18Q (7474.360000 sec): 3 clusters
  Score: Raw -172682.196424 + Penalty 2452.251669 = -170229.944755
  nChanged 1
		SP:Iteration 19Q (7474.370000 sec): 3 clusters
  Score: Raw -172682.446141 + Penalty 2452.251669 = -170230.194473
  nChanged 0
		SP:Iteration 20F (7474.370000 sec): 3 clusters
  Score: Raw -172682.446141 + Penalty 2452.251669 = -170230.194473
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.380000 sec): 2 clusters
  Score: Raw -168413.918495 + Penalty 1217.573549 = -167196.344947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.380000 sec): 3 clusters
  Score: Raw -167675.437643 + Penalty 2435.147098 = -165240.290545
  nChanged 579
		SP:Iteration 1F (7474.390000 sec): 3 clusters
  Score: Raw -168067.170305 + Penalty 2435.147098 = -165632.023207
  nChanged 133
		SP:Iteration 2F (7474.390000 sec): 3 clusters
  Score: Raw -168184.937155 + Penalty 2435.147098 = -165749.790058
  nChanged 94
		SP:Iteration 3F (7474.390000 sec): 3 clusters
  Score: Raw -168264.943682 + Penalty 2435.147098 = -165829.796584
  nChanged 59
		SP:Iteration 4Q (7474.400000 sec): 3 clusters
  Score: Raw -168313.184808 + Penalty 2435.147098 = -165878.037710
  nChanged 45
		SP:Iteration 5Q (7474.410000 sec): 3 clusters
  Score: Raw -168345.861777 + Penalty 2435.147098 = -165910.714679
  nChanged 39
		SP:Iteration 6Q (7474.410000 sec): 3 clusters
  Score: Raw -168370.888849 + Penalty 2435.147098 = -165935.741751
  nChanged 19
		SP:Iteration 7Q (7474.410000 sec): 3 clusters
  Score: Raw -168381.651444 + Penalty 2435.147098 = -165946.504346
  nChanged 17
		SP:Iteration 8Q (7474.420000 sec): 3 clusters
  Score: Raw -168389.356664 + Penalty 2435.147098 = -165954.209566
  nChanged 11
		SP:Iteration 9Q (7474.420000 sec): 3 clusters
  Score: Raw -168395.982442 + Penalty 2435.147098 = -165960.835344
  nChanged 13
		SP:Iteration 10Q (7474.430000 sec): 3 clusters
  Score: Raw -168402.658186 + Penalty 2435.147098 = -165967.511088
  nChanged 16
		SP:Iteration 11Q (7474.430000 sec): 3 clusters
  Score: Raw -168410.331381 + Penalty 2435.147098 = -165975.184283
  nChanged 10
		SP:Iteration 12Q (7474.430000 sec): 3 clusters
  Score: Raw -168418.826623 + Penalty 2435.147098 = -165983.679526
  nChanged 10
		SP:Iteration 13Q (7474.440000 sec): 3 clusters
  Score: Raw -168423.792765 + Penalty 2435.147098 = -165988.645668
  nChanged 10
		SP:Iteration 14Q (7474.440000 sec): 3 clusters
  Score: Raw -168430.611254 + Penalty 2435.147098 = -165995.464156
  nChanged 6
		SP:Iteration 15Q (7474.450000 sec): 3 clusters
  Score: Raw -168434.471687 + Penalty 2435.147098 = -165999.324589
  nChanged 8
		SP:Iteration 16Q (7474.450000 sec): 3 clusters
  Score: Raw -168438.502445 + Penalty 2435.147098 = -166003.355347
  nChanged 10
		SP:Iteration 17Q (7474.450000 sec): 3 clusters
  Score: Raw -168443.104264 + Penalty 2435.147098 = -166007.957166
  nChanged 6
		SP:Iteration 18Q (7474.460000 sec): 3 clusters
  Score: Raw -168445.466088 + Penalty 2435.147098 = -166010.318990
  nChanged 5
		SP:Iteration 19Q (7474.460000 sec): 3 clusters
  Score: Raw -168447.606861 + Penalty 2435.147098 = -166012.459763
  nChanged 5
		SP:Iteration 20F (7474.470000 sec): 3 clusters
  Score: Raw -168450.856105 + Penalty 2435.147098 = -166015.709008
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.470000 sec): 2 clusters
  Score: Raw -71050.641731 + Penalty 1070.923920 = -69979.717810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.470000 sec): 3 clusters
  Score: Raw -70846.072549 + Penalty 2141.847841 = -68704.224708
  nChanged 182
		SP:Iteration 1F (7474.480000 sec): 3 clusters
  Score: Raw -71039.548115 + Penalty 2141.847841 = -68897.700274
  nChanged 52
		SP:Iteration 2F (7474.480000 sec): 3 clusters
  Score: Raw -71098.717587 + Penalty 2141.847841 = -68956.869746
  nChanged 18
		SP:Iteration 3Q (7474.480000 sec): 3 clusters
  Score: Raw -71125.484624 + Penalty 2141.847841 = -68983.636783
  nChanged 16
		SP:Iteration 4Q (7474.480000 sec): 3 clusters
  Score: Raw -71150.301377 + Penalty 2141.847841 = -69008.453537
  nChanged 15
		SP:Iteration 5Q (7474.490000 sec): 3 clusters
  Score: Raw -71176.935778 + Penalty 2141.847841 = -69035.087937
  nChanged 16
		SP:Iteration 6Q (7474.490000 sec): 3 clusters
  Score: Raw -71207.259247 + Penalty 2141.847841 = -69065.411406
  nChanged 12
		SP:Iteration 7Q (7474.490000 sec): 3 clusters
  Score: Raw -71221.631551 + Penalty 2141.847841 = -69079.783711
  nChanged 8
		SP:Iteration 8Q (7474.490000 sec): 3 clusters
  Score: Raw -71233.891533 + Penalty 2141.847841 = -69092.043692
  nChanged 4
		SP:Iteration 9Q (7474.490000 sec): 3 clusters
  Score: Raw -71238.451226 + Penalty 2141.847841 = -69096.603386
  nChanged 2
		SP:Iteration 10Q (7474.490000 sec): 3 clusters
  Score: Raw -71240.560413 + Penalty 2141.847841 = -69098.712572
  nChanged 6
		SP:Iteration 11Q (7474.490000 sec): 3 clusters
  Score: Raw -71247.122552 + Penalty 2141.847841 = -69105.274711
  nChanged 4
		SP:Iteration 12Q (7474.500000 sec): 3 clusters
  Score: Raw -71253.167491 + Penalty 2141.847841 = -69111.319650
  nChanged 2
		SP:Iteration 13Q (7474.500000 sec): 3 clusters
  Score: Raw -71255.783823 + Penalty 2141.847841 = -69113.935982
  nChanged 1
		SP:Iteration 14Q (7474.500000 sec): 3 clusters
  Score: Raw -71257.484575 + Penalty 2141.847841 = -69115.636734
  nChanged 1
		SP:Iteration 15Q (7474.500000 sec): 3 clusters
  Score: Raw -71257.926898 + Penalty 2141.847841 = -69116.079057
  nChanged 0
		SP:Iteration 16F (7474.500000 sec): 3 clusters
  Score: Raw -71257.926898 + Penalty 2141.847841 = -69116.079057
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.510000 sec): 2 clusters
  Score: Raw -199309.193763 + Penalty 1241.050588 = -198068.143174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.520000 sec): 3 clusters
  Score: Raw -198387.660736 + Penalty 2482.101176 = -195905.559559
  nChanged 749
		SP:Iteration 1F (7474.520000 sec): 3 clusters
  Score: Raw -198860.899136 + Penalty 2482.101176 = -196378.797960
  nChanged 166
		SP:Iteration 2F (7474.530000 sec): 3 clusters
  Score: Raw -198985.300737 + Penalty 2482.101176 = -196503.199561
  nChanged 115
		SP:Iteration 3F (7474.530000 sec): 3 clusters
  Score: Raw -199074.005783 + Penalty 2482.101176 = -196591.904607
  nChanged 86
		SP:Iteration 4Q (7474.540000 sec): 3 clusters
  Score: Raw -199132.183988 + Penalty 2482.101176 = -196650.082812
  nChanged 53
		SP:Iteration 5Q (7474.540000 sec): 3 clusters
  Score: Raw -199171.876485 + Penalty 2482.101176 = -196689.775308
  nChanged 53
		SP:Iteration 6Q (7474.550000 sec): 3 clusters
  Score: Raw -199207.544074 + Penalty 2482.101176 = -196725.442897
  nChanged 43
		SP:Iteration 7Q (7474.550000 sec): 3 clusters
  Score: Raw -199231.382515 + Penalty 2482.101176 = -196749.281338
  nChanged 27
		SP:Iteration 8Q (7474.560000 sec): 3 clusters
  Score: Raw -199250.929481 + Penalty 2482.101176 = -196768.828305
  nChanged 26
		SP:Iteration 9Q (7474.560000 sec): 3 clusters
  Score: Raw -199264.115433 + Penalty 2482.101176 = -196782.014257
  nChanged 20
		SP:Iteration 10Q (7474.570000 sec): 3 clusters
  Score: Raw -199275.914265 + Penalty 2482.101176 = -196793.813089
  nChanged 21
		SP:Iteration 11Q (7474.570000 sec): 3 clusters
  Score: Raw -199292.204152 + Penalty 2482.101176 = -196810.102975
  nChanged 35
		SP:Iteration 12Q (7474.580000 sec): 3 clusters
  Score: Raw -199316.521891 + Penalty 2482.101176 = -196834.420715
  nChanged 27
		SP:Iteration 13Q (7474.580000 sec): 3 clusters
  Score: Raw -199336.008989 + Penalty 2482.101176 = -196853.907813
  nChanged 22
		SP:Iteration 14Q (7474.590000 sec): 3 clusters
  Score: Raw -199349.425523 + Penalty 2482.101176 = -196867.324347
  nChanged 20
		SP:Iteration 15Q (7474.590000 sec): 3 clusters
  Score: Raw -199360.151246 + Penalty 2482.101176 = -196878.050069
  nChanged 22
		SP:Iteration 16Q (7474.600000 sec): 3 clusters
  Score: Raw -199374.755624 + Penalty 2482.101176 = -196892.654448
  nChanged 28
		SP:Iteration 17Q (7474.600000 sec): 3 clusters
  Score: Raw -199394.520319 + Penalty 2482.101176 = -196912.419142
  nChanged 33
		SP:Iteration 18Q (7474.610000 sec): 3 clusters
  Score: Raw -199417.351200 + Penalty 2482.101176 = -196935.250023
  nChanged 42
		SP:Iteration 19Q (7474.610000 sec): 3 clusters
  Score: Raw -199455.211382 + Penalty 2482.101176 = -196973.110206
  nChanged 47
		SP:Iteration 20F (7474.610000 sec): 3 clusters
  Score: Raw -199493.681412 + Penalty 2482.101176 = -197011.580235
  nChanged 41
		SP:Iteration 21Q (7474.620000 sec): 3 clusters
  Score: Raw -199523.548340 + Penalty 2482.101176 = -197041.447164
  nChanged 25
		SP:Iteration 22Q (7474.630000 sec): 3 clusters
  Score: Raw -199539.308993 + Penalty 2482.101176 = -197057.207817
  nChanged 25
		SP:Iteration 23Q (7474.630000 sec): 3 clusters
  Score: Raw -199554.184275 + Penalty 2482.101176 = -197072.083099
  nChanged 13
		SP:Iteration 24Q (7474.630000 sec): 3 clusters
  Score: Raw -199561.020458 + Penalty 2482.101176 = -197078.919282
  nChanged 9
		SP:Iteration 25Q (7474.640000 sec): 3 clusters
  Score: Raw -199565.081347 + Penalty 2482.101176 = -197082.980171
  nChanged 11
		SP:Iteration 26Q (7474.640000 sec): 3 clusters
  Score: Raw -199570.280792 + Penalty 2482.101176 = -197088.179615
  nChanged 9
		SP:Iteration 27Q (7474.650000 sec): 3 clusters
  Score: Raw -199577.492241 + Penalty 2482.101176 = -197095.391064
  nChanged 12
		SP:Iteration 28Q (7474.650000 sec): 3 clusters
  Score: Raw -199582.128774 + Penalty 2482.101176 = -197100.027598
  nChanged 6
		SP:Iteration 29Q (7474.660000 sec): 3 clusters
  Score: Raw -199584.439711 + Penalty 2482.101176 = -197102.338534
  nChanged 4
		SP:Iteration 30Q (7474.660000 sec): 3 clusters
  Score: Raw -199585.994008 + Penalty 2482.101176 = -197103.892832
  nChanged 9
		SP:Iteration 31Q (7474.670000 sec): 3 clusters
  Score: Raw -199589.815850 + Penalty 2482.101176 = -197107.714673
  nChanged 3
		SP:Iteration 32Q (7474.670000 sec): 3 clusters
  Score: Raw -199590.846354 + Penalty 2482.101176 = -197108.745177
  nChanged 1
		SP:Iteration 33Q (7474.680000 sec): 3 clusters
  Score: Raw -199591.316694 + Penalty 2482.101176 = -197109.215517
  nChanged 2
		SP:Iteration 34Q (7474.680000 sec): 3 clusters
  Score: Raw -199591.999672 + Penalty 2482.101176 = -197109.898496
  nChanged 4
		SP:Iteration 35Q (7474.690000 sec): 3 clusters
  Score: Raw -199593.977793 + Penalty 2482.101176 = -197111.876617
  nChanged 2
		SP:Iteration 36Q (7474.690000 sec): 3 clusters
  Score: Raw -199595.460549 + Penalty 2482.101176 = -197113.359373
  nChanged 3
		SP:Iteration 37Q (7474.690000 sec): 3 clusters
  Score: Raw -199597.782784 + Penalty 2482.101176 = -197115.681607
  nChanged 2
		SP:Iteration 38Q (7474.700000 sec): 3 clusters
  Score: Raw -199598.806357 + Penalty 2482.101176 = -197116.705180
  nChanged 1
		SP:Iteration 39Q (7474.710000 sec): 3 clusters
  Score: Raw -199599.231771 + Penalty 2482.101176 = -197117.130595
  nChanged 0
		SP:Iteration 40F (7474.710000 sec): 3 clusters
  Score: Raw -199599.231771 + Penalty 2482.101176 = -197117.130595
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.720000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.720000 sec): 3 clusters
  Score: Raw -127962.711559 + Penalty 2349.226247 = -125613.485312
  nChanged 471
		SP:Iteration 1F (7474.720000 sec): 3 clusters
  Score: Raw -128394.065771 + Penalty 2349.226247 = -126044.839524
  nChanged 117
		SP:Iteration 2F (7474.730000 sec): 3 clusters
  Score: Raw -128530.636842 + Penalty 2349.226247 = -126181.410595
  nChanged 72
		SP:Iteration 3F (7474.730000 sec): 3 clusters
  Score: Raw -128648.239333 + Penalty 2349.226247 = -126299.013086
  nChanged 56
		SP:Iteration 4Q (7474.730000 sec): 3 clusters
  Score: Raw -128735.564842 + Penalty 2349.226247 = -126386.338595
  nChanged 40
		SP:Iteration 5Q (7474.740000 sec): 3 clusters
  Score: Raw -128786.419572 + Penalty 2349.226247 = -126437.193326
  nChanged 37
		SP:Iteration 6Q (7474.740000 sec): 3 clusters
  Score: Raw -128827.352701 + Penalty 2349.226247 = -126478.126454
  nChanged 26
		SP:Iteration 7Q (7474.740000 sec): 3 clusters
  Score: Raw -128854.778124 + Penalty 2349.226247 = -126505.551878
  nChanged 21
		SP:Iteration 8Q (7474.750000 sec): 3 clusters
  Score: Raw -128871.771336 + Penalty 2349.226247 = -126522.545089
  nChanged 15
		SP:Iteration 9Q (7474.750000 sec): 3 clusters
  Score: Raw -128887.036041 + Penalty 2349.226247 = -126537.809795
  nChanged 15
		SP:Iteration 10Q (7474.750000 sec): 3 clusters
  Score: Raw -128915.661417 + Penalty 2349.226247 = -126566.435170
  nChanged 17
		SP:Iteration 11Q (7474.750000 sec): 3 clusters
  Score: Raw -128930.111765 + Penalty 2349.226247 = -126580.885518
  nChanged 17
		SP:Iteration 12Q (7474.760000 sec): 3 clusters
  Score: Raw -128943.882197 + Penalty 2349.226247 = -126594.655951
  nChanged 13
		SP:Iteration 13Q (7474.760000 sec): 3 clusters
  Score: Raw -128955.522630 + Penalty 2349.226247 = -126606.296383
  nChanged 8
		SP:Iteration 14Q (7474.760000 sec): 3 clusters
  Score: Raw -128965.760956 + Penalty 2349.226247 = -126616.534710
  nChanged 7
		SP:Iteration 15Q (7474.770000 sec): 3 clusters
  Score: Raw -128982.313983 + Penalty 2349.226247 = -126633.087736
  nChanged 19
		SP:Iteration 16Q (7474.770000 sec): 3 clusters
  Score: Raw -129008.953784 + Penalty 2349.226247 = -126659.727537
  nChanged 19
		SP:Iteration 17Q (7474.770000 sec): 3 clusters
  Score: Raw -129033.178010 + Penalty 2349.226247 = -126683.951763
  nChanged 18
		SP:Iteration 18Q (7474.770000 sec): 3 clusters
  Score: Raw -129056.851698 + Penalty 2349.226247 = -126707.625451
  nChanged 17
		SP:Iteration 19Q (7474.780000 sec): 3 clusters
  Score: Raw -129071.454642 + Penalty 2349.226247 = -126722.228396
  nChanged 11
		SP:Iteration 20F (7474.780000 sec): 3 clusters
  Score: Raw -129089.070607 + Penalty 2349.226247 = -126739.844360
  nChanged 10
		SP:Iteration 21Q (7474.790000 sec): 3 clusters
  Score: Raw -129107.258762 + Penalty 2349.226247 = -126758.032515
  nChanged 13
		SP:Iteration 22Q (7474.790000 sec): 3 clusters
  Score: Raw -129120.838010 + Penalty 2349.226247 = -126771.611763
  nChanged 14
		SP:Iteration 23Q (7474.790000 sec): 3 clusters
  Score: Raw -129133.536042 + Penalty 2349.226247 = -126784.309795
  nChanged 11
		SP:Iteration 24Q (7474.790000 sec): 3 clusters
  Score: Raw -129144.963419 + Penalty 2349.226247 = -126795.737172
  nChanged 7
		SP:Iteration 25Q (7474.790000 sec): 3 clusters
  Score: Raw -129148.645778 + Penalty 2349.226247 = -126799.419531
  nChanged 4
		SP:Iteration 26Q (7474.800000 sec): 3 clusters
  Score: Raw -129151.170505 + Penalty 2349.226247 = -126801.944258
  nChanged 5
		SP:Iteration 27Q (7474.800000 sec): 3 clusters
  Score: Raw -129155.224508 + Penalty 2349.226247 = -126805.998261
  nChanged 6
		SP:Iteration 28Q (7474.810000 sec): 3 clusters
  Score: Raw -129158.329347 + Penalty 2349.226247 = -126809.103100
  nChanged 5
		SP:Iteration 29Q (7474.810000 sec): 3 clusters
  Score: Raw -129160.693416 + Penalty 2349.226247 = -126811.467169
  nChanged 3
		SP:Iteration 30Q (7474.810000 sec): 3 clusters
  Score: Raw -129163.110744 + Penalty 2349.226247 = -126813.884497
  nChanged 4
		SP:Iteration 31Q (7474.810000 sec): 3 clusters
  Score: Raw -129165.637901 + Penalty 2349.226247 = -126816.411654
  nChanged 4
		SP:Iteration 32Q (7474.810000 sec): 3 clusters
  Score: Raw -129168.854670 + Penalty 2349.226247 = -126819.628424
  nChanged 4
		SP:Iteration 33Q (7474.820000 sec): 3 clusters
  Score: Raw -129170.226564 + Penalty 2349.226247 = -126821.000317
  nChanged 1
		SP:Iteration 34Q (7474.820000 sec): 3 clusters
  Score: Raw -129170.608670 + Penalty 2349.226247 = -126821.382424
  nChanged 1
		SP:Iteration 35Q (7474.820000 sec): 3 clusters
  Score: Raw -129171.441038 + Penalty 2349.226247 = -126822.214791
  nChanged 1
		SP:Iteration 36Q (7474.830000 sec): 3 clusters
  Score: Raw -129171.742297 + Penalty 2349.226247 = -126822.516050
  nChanged 0
		SP:Iteration 37F (7474.830000 sec): 3 clusters
  Score: Raw -129171.742297 + Penalty 2349.226247 = -126822.516050
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7474.840000 sec): 2 clusters
  Score: Raw -185891.275908 + Penalty 1224.225228 = -184667.050680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7474.840000 sec): 3 clusters
  Score: Raw -185107.821759 + Penalty 2448.450456 = -182659.371303
  nChanged 689
		SP:Iteration 1F (7474.850000 sec): 3 clusters
  Score: Raw -185537.856060 + Penalty 2448.450456 = -183089.405604
  nChanged 140
		SP:Iteration 2F (7474.850000 sec): 3 clusters
  Score: Raw -185631.058846 + Penalty 2448.450456 = -183182.608390
  nChanged 75
		SP:Iteration 3Q (7474.850000 sec): 3 clusters
  Score: Raw -185682.750443 + Penalty 2448.450456 = -183234.299987
  nChanged 42
		SP:Iteration 4Q (7474.860000 sec): 3 clusters
  Score: Raw -185718.811716 + Penalty 2448.450456 = -183270.361260
  nChanged 58
		SP:Iteration 5Q (7474.870000 sec): 3 clusters
  Score: Raw -185760.422114 + Penalty 2448.450456 = -183311.971658
  nChanged 45
		SP:Iteration 6Q (7474.870000 sec): 3 clusters
  Score: Raw -185790.155938 + Penalty 2448.450456 = -183341.705482
  nChanged 42
		SP:Iteration 7Q (7474.870000 sec): 3 clusters
  Score: Raw -185822.895301 + Penalty 2448.450456 = -183374.444845
  nChanged 35
		SP:Iteration 8Q (7474.880000 sec): 3 clusters
  Score: Raw -185848.792014 + Penalty 2448.450456 = -183400.341559
  nChanged 35
		SP:Iteration 9Q (7474.880000 sec): 3 clusters
  Score: Raw -185875.755064 + Penalty 2448.450456 = -183427.304608
  nChanged 31
		SP:Iteration 10Q (7474.890000 sec): 3 clusters
  Score: Raw -185894.960066 + Penalty 2448.450456 = -183446.509610
  nChanged 22
		SP:Iteration 11Q (7474.890000 sec): 3 clusters
  Score: Raw -185908.662215 + Penalty 2448.450456 = -183460.211759
  nChanged 20
		SP:Iteration 12Q (7474.890000 sec): 3 clusters
  Score: Raw -185926.094738 + Penalty 2448.450456 = -183477.644282
  nChanged 23
		SP:Iteration 13Q (7474.900000 sec): 3 clusters
  Score: Raw -185938.722001 + Penalty 2448.450456 = -183490.271545
  nChanged 13
		SP:Iteration 14Q (7474.900000 sec): 3 clusters
  Score: Raw -185947.597112 + Penalty 2448.450456 = -183499.146656
  nChanged 15
		SP:Iteration 15Q (7474.910000 sec): 3 clusters
  Score: Raw -185958.992696 + Penalty 2448.450456 = -183510.542240
  nChanged 11
		SP:Iteration 16Q (7474.910000 sec): 3 clusters
  Score: Raw -185964.684329 + Penalty 2448.450456 = -183516.233873
  nChanged 7
		SP:Iteration 17Q (7474.910000 sec): 3 clusters
  Score: Raw -185967.340828 + Penalty 2448.450456 = -183518.890372
  nChanged 7
		SP:Iteration 18Q (7474.920000 sec): 3 clusters
  Score: Raw -185971.141930 + Penalty 2448.450456 = -183522.691475
  nChanged 9
		SP:Iteration 19Q (7474.920000 sec): 3 clusters
  Score: Raw -185976.333956 + Penalty 2448.450456 = -183527.883500
  nChanged 11
		SP:Iteration 20F (7474.930000 sec): 3 clusters
  Score: Raw -185982.527337 + Penalty 2448.450456 = -183534.076881
  nChanged 6
		SP:Iteration 21Q (7474.930000 sec): 3 clusters
  Score: Raw -185986.583304 + Penalty 2448.450456 = -183538.132848
  nChanged 7
		SP:Iteration 22Q (7474.930000 sec): 3 clusters
  Score: Raw -185990.230964 + Penalty 2448.450456 = -183541.780509
  nChanged 7
		SP:Iteration 23Q (7474.940000 sec): 3 clusters
  Score: Raw -185994.505376 + Penalty 2448.450456 = -183546.054920
  nChanged 4
		SP:Iteration 24Q (7474.940000 sec): 3 clusters
  Score: Raw -185997.470401 + Penalty 2448.450456 = -183549.019945
  nChanged 9
		SP:Iteration 25Q (7474.950000 sec): 3 clusters
  Score: Raw -186000.531873 + Penalty 2448.450456 = -183552.081417
  nChanged 6
		SP:Iteration 26Q (7474.950000 sec): 3 clusters
  Score: Raw -186002.503831 + Penalty 2448.450456 = -183554.053375
  nChanged 2
		SP:Iteration 27Q (7474.950000 sec): 3 clusters
  Score: Raw -186003.839599 + Penalty 2448.450456 = -183555.389144
  nChanged 1
		SP:Iteration 28Q (7474.960000 sec): 3 clusters
  Score: Raw -186004.318167 + Penalty 2448.450456 = -183555.867711
  nChanged 1
		SP:Iteration 29Q (7474.960000 sec): 3 clusters
  Score: Raw -186004.537197 + Penalty 2448.450456 = -183556.086741
  nChanged 2
		SP:Iteration 30Q (7474.970000 sec): 3 clusters
  Score: Raw -186005.973486 + Penalty 2448.450456 = -183557.523030
  nChanged 6
		SP:Iteration 31Q (7474.970000 sec): 3 clusters
  Score: Raw -186009.698792 + Penalty 2448.450456 = -183561.248336
  nChanged 5
		SP:Iteration 32Q (7474.970000 sec): 3 clusters
  Score: Raw -186011.973974 + Penalty 2448.450456 = -183563.523518
  nChanged 7
		SP:Iteration 33Q (7474.980000 sec): 3 clusters
  Score: Raw -186016.808882 + Penalty 2448.450456 = -183568.358426
  nChanged 7
		SP:Iteration 34Q (7474.990000 sec): 3 clusters
  Score: Raw -186020.943634 + Penalty 2448.450456 = -183572.493178
  nChanged 5
		SP:Iteration 35Q (7474.990000 sec): 3 clusters
  Score: Raw -186023.128685 + Penalty 2448.450456 = -183574.678230
  nChanged 5
		SP:Iteration 36Q (7474.990000 sec): 3 clusters
  Score: Raw -186026.206281 + Penalty 2448.450456 = -183577.755825
  nChanged 7
		SP:Iteration 37Q (7475.000000 sec): 3 clusters
  Score: Raw -186031.748783 + Penalty 2448.450456 = -183583.298327
  nChanged 7
		SP:Iteration 38Q (7475.000000 sec): 3 clusters
  Score: Raw -186035.860596 + Penalty 2448.450456 = -183587.410141
  nChanged 11
		SP:Iteration 39Q (7475.010000 sec): 3 clusters
  Score: Raw -186044.285445 + Penalty 2448.450456 = -183595.834990
  nChanged 7
		SP:Iteration 40F (7475.010000 sec): 3 clusters
  Score: Raw -186048.896226 + Penalty 2448.450456 = -183600.445770
  nChanged 3
		SP:Iteration 41Q (7475.010000 sec): 3 clusters
  Score: Raw -186051.191186 + Penalty 2448.450456 = -183602.740731
  nChanged 5
		SP:Iteration 42Q (7475.020000 sec): 3 clusters
  Score: Raw -186055.543717 + Penalty 2448.450456 = -183607.093261
  nChanged 5
		SP:Iteration 43Q (7475.020000 sec): 3 clusters
  Score: Raw -186057.719411 + Penalty 2448.450456 = -183609.268955
  nChanged 3
		SP:Iteration 44Q (7475.030000 sec): 3 clusters
  Score: Raw -186059.121432 + Penalty 2448.450456 = -183610.670976
  nChanged 1
		SP:Iteration 45Q (7475.030000 sec): 3 clusters
  Score: Raw -186060.040475 + Penalty 2448.450456 = -183611.590019
  nChanged 5
		SP:Iteration 46Q (7475.030000 sec): 3 clusters
  Score: Raw -186063.590164 + Penalty 2448.450456 = -183615.139709
  nChanged 3
		SP:Iteration 47Q (7475.040000 sec): 3 clusters
  Score: Raw -186065.758244 + Penalty 2448.450456 = -183617.307788
  nChanged 3
		SP:Iteration 48Q (7475.040000 sec): 3 clusters
  Score: Raw -186066.564504 + Penalty 2448.450456 = -183618.114048
  nChanged 2
		SP:Iteration 49Q (7475.050000 sec): 3 clusters
  Score: Raw -186067.299758 + Penalty 2448.450456 = -183618.849302
  nChanged 2
		SP:Iteration 50Q (7475.050000 sec): 3 clusters
  Score: Raw -186069.259184 + Penalty 2448.450456 = -183620.808729
  nChanged 5
		SP:Iteration 51Q (7475.050000 sec): 3 clusters
  Score: Raw -186073.975691 + Penalty 2448.450456 = -183625.525235
  nChanged 6
		SP:Iteration 52Q (7475.060000 sec): 3 clusters
  Score: Raw -186076.538256 + Penalty 2448.450456 = -183628.087800
  nChanged 4
		SP:Iteration 53Q (7475.060000 sec): 3 clusters
  Score: Raw -186078.170718 + Penalty 2448.450456 = -183629.720262
  nChanged 3
		SP:Iteration 54Q (7475.070000 sec): 3 clusters
  Score: Raw -186080.142552 + Penalty 2448.450456 = -183631.692096
  nChanged 2
		SP:Iteration 55Q (7475.070000 sec): 3 clusters
  Score: Raw -186080.637360 + Penalty 2448.450456 = -183632.186904
  nChanged 3
		SP:Iteration 56Q (7475.070000 sec): 3 clusters
  Score: Raw -186082.360338 + Penalty 2448.450456 = -183633.909883
  nChanged 0
		SP:Iteration 57F (7475.080000 sec): 3 clusters
  Score: Raw -186082.360338 + Penalty 2448.450456 = -183633.909883
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.090000 sec): 2 clusters
  Score: Raw -127596.257044 + Penalty 1179.491974 = -126416.765070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.090000 sec): 3 clusters
  Score: Raw -127055.816192 + Penalty 2358.983949 = -124696.832243
  nChanged 489
		SP:Iteration 1F (7475.090000 sec): 3 clusters
  Score: Raw -127495.812744 + Penalty 2358.983949 = -125136.828795
  nChanged 136
		SP:Iteration 2F (7475.100000 sec): 3 clusters
  Score: Raw -127665.424067 + Penalty 2358.983949 = -125306.440118
  nChanged 79
		SP:Iteration 3F (7475.100000 sec): 3 clusters
  Score: Raw -127764.736911 + Penalty 2358.983949 = -125405.752962
  nChanged 65
		SP:Iteration 4Q (7475.110000 sec): 3 clusters
  Score: Raw -127844.211154 + Penalty 2358.983949 = -125485.227205
  nChanged 40
		SP:Iteration 5Q (7475.110000 sec): 3 clusters
  Score: Raw -127890.500941 + Penalty 2358.983949 = -125531.516992
  nChanged 38
		SP:Iteration 6Q (7475.110000 sec): 3 clusters
  Score: Raw -127932.865262 + Penalty 2358.983949 = -125573.881313
  nChanged 33
		SP:Iteration 7Q (7475.110000 sec): 3 clusters
  Score: Raw -127964.942349 + Penalty 2358.983949 = -125605.958400
  nChanged 21
		SP:Iteration 8Q (7475.120000 sec): 3 clusters
  Score: Raw -127981.413230 + Penalty 2358.983949 = -125622.429281
  nChanged 17
		SP:Iteration 9Q (7475.120000 sec): 3 clusters
  Score: Raw -127994.320815 + Penalty 2358.983949 = -125635.336866
  nChanged 12
		SP:Iteration 10Q (7475.120000 sec): 3 clusters
  Score: Raw -128004.010591 + Penalty 2358.983949 = -125645.026642
  nChanged 12
		SP:Iteration 11Q (7475.130000 sec): 3 clusters
  Score: Raw -128008.840154 + Penalty 2358.983949 = -125649.856205
  nChanged 10
		SP:Iteration 12Q (7475.130000 sec): 3 clusters
  Score: Raw -128017.343964 + Penalty 2358.983949 = -125658.360015
  nChanged 10
		SP:Iteration 13Q (7475.130000 sec): 3 clusters
  Score: Raw -128024.986054 + Penalty 2358.983949 = -125666.002105
  nChanged 8
		SP:Iteration 14Q (7475.130000 sec): 3 clusters
  Score: Raw -128029.137666 + Penalty 2358.983949 = -125670.153717
  nChanged 2
		SP:Iteration 15Q (7475.140000 sec): 3 clusters
  Score: Raw -128030.170700 + Penalty 2358.983949 = -125671.186751
  nChanged 2
		SP:Iteration 16Q (7475.140000 sec): 3 clusters
  Score: Raw -128031.363885 + Penalty 2358.983949 = -125672.379936
  nChanged 2
		SP:Iteration 17Q (7475.150000 sec): 3 clusters
  Score: Raw -128034.084817 + Penalty 2358.983949 = -125675.100868
  nChanged 1
		SP:Iteration 18Q (7475.150000 sec): 3 clusters
  Score: Raw -128035.227624 + Penalty 2358.983949 = -125676.243675
  nChanged 0
		SP:Iteration 19F (7475.150000 sec): 3 clusters
  Score: Raw -128035.227624 + Penalty 2358.983949 = -125676.243675
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.160000 sec): 2 clusters
  Score: Raw -178903.063021 + Penalty 1250.116684 = -177652.946337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.170000 sec): 3 clusters
  Score: Raw -177959.467645 + Penalty 2500.233368 = -175459.234277
  nChanged 800
		SP:Iteration 1F (7475.170000 sec): 3 clusters
  Score: Raw -178764.255055 + Penalty 2500.233368 = -176264.021687
  nChanged 231
		SP:Iteration 2F (7475.180000 sec): 3 clusters
  Score: Raw -179087.845088 + Penalty 2500.233368 = -176587.611720
  nChanged 148
		SP:Iteration 3F (7475.180000 sec): 3 clusters
  Score: Raw -179254.676979 + Penalty 2500.233368 = -176754.443610
  nChanged 125
		SP:Iteration 4F (7475.190000 sec): 3 clusters
  Score: Raw -179401.179206 + Penalty 2500.233368 = -176900.945838
  nChanged 107
		SP:Iteration 5Q (7475.190000 sec): 3 clusters
  Score: Raw -179503.166223 + Penalty 2500.233368 = -177002.932855
  nChanged 64
		SP:Iteration 6Q (7475.200000 sec): 3 clusters
  Score: Raw -179581.125261 + Penalty 2500.233368 = -177080.891892
  nChanged 48
		SP:Iteration 7Q (7475.200000 sec): 3 clusters
  Score: Raw -179641.878464 + Penalty 2500.233368 = -177141.645096
  nChanged 37
		SP:Iteration 8Q (7475.210000 sec): 3 clusters
  Score: Raw -179671.053432 + Penalty 2500.233368 = -177170.820064
  nChanged 25
		SP:Iteration 9Q (7475.210000 sec): 3 clusters
  Score: Raw -179688.814025 + Penalty 2500.233368 = -177188.580657
  nChanged 25
		SP:Iteration 10Q (7475.220000 sec): 3 clusters
  Score: Raw -179705.538533 + Penalty 2500.233368 = -177205.305165
  nChanged 15
		SP:Iteration 11Q (7475.220000 sec): 3 clusters
  Score: Raw -179712.805870 + Penalty 2500.233368 = -177212.572502
  nChanged 11
		SP:Iteration 12Q (7475.230000 sec): 3 clusters
  Score: Raw -179721.159375 + Penalty 2500.233368 = -177220.926006
  nChanged 8
		SP:Iteration 13Q (7475.230000 sec): 3 clusters
  Score: Raw -179727.134988 + Penalty 2500.233368 = -177226.901620
  nChanged 14
		SP:Iteration 14Q (7475.230000 sec): 3 clusters
  Score: Raw -179736.719379 + Penalty 2500.233368 = -177236.486011
  nChanged 14
		SP:Iteration 15Q (7475.240000 sec): 3 clusters
  Score: Raw -179748.836619 + Penalty 2500.233368 = -177248.603250
  nChanged 16
		SP:Iteration 16Q (7475.250000 sec): 3 clusters
  Score: Raw -179757.124883 + Penalty 2500.233368 = -177256.891515
  nChanged 10
		SP:Iteration 17Q (7475.250000 sec): 3 clusters
  Score: Raw -179761.134252 + Penalty 2500.233368 = -177260.900883
  nChanged 5
		SP:Iteration 18Q (7475.250000 sec): 3 clusters
  Score: Raw -179763.178593 + Penalty 2500.233368 = -177262.945225
  nChanged 3
		SP:Iteration 19Q (7475.260000 sec): 3 clusters
  Score: Raw -179764.791473 + Penalty 2500.233368 = -177264.558105
  nChanged 4
		SP:Iteration 20F (7475.270000 sec): 3 clusters
  Score: Raw -179765.927096 + Penalty 2500.233368 = -177265.693728
  nChanged 2
		SP:Iteration 21Q (7475.270000 sec): 3 clusters
  Score: Raw -179767.049975 + Penalty 2500.233368 = -177266.816606
  nChanged 3
		SP:Iteration 22Q (7475.270000 sec): 3 clusters
  Score: Raw -179768.101917 + Penalty 2500.233368 = -177267.868549
  nChanged 1
		SP:Iteration 23Q (7475.280000 sec): 3 clusters
  Score: Raw -179768.218798 + Penalty 2500.233368 = -177267.985430
  nChanged 1
		SP:Iteration 24Q (7475.280000 sec): 3 clusters
  Score: Raw -179768.653127 + Penalty 2500.233368 = -177268.419759
  nChanged 1
		SP:Iteration 25Q (7475.290000 sec): 3 clusters
  Score: Raw -179768.809706 + Penalty 2500.233368 = -177268.576338
  nChanged 1
		SP:Iteration 26Q (7475.290000 sec): 3 clusters
  Score: Raw -179769.019938 + Penalty 2500.233368 = -177268.786570
  nChanged 0
		SP:Iteration 27F (7475.300000 sec): 3 clusters
  Score: Raw -179769.019938 + Penalty 2500.233368 = -177268.786570
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.310000 sec): 2 clusters
  Score: Raw -224086.988652 + Penalty 1260.590300 = -222826.398353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.310000 sec): 3 clusters
  Score: Raw -223014.639004 + Penalty 2521.180599 = -220493.458405
  nChanged 862
		SP:Iteration 1F (7475.320000 sec): 3 clusters
  Score: Raw -223620.300065 + Penalty 2521.180599 = -221099.119466
  nChanged 206
		SP:Iteration 2F (7475.330000 sec): 3 clusters
  Score: Raw -223775.631960 + Penalty 2521.180599 = -221254.451361
  nChanged 112
		SP:Iteration 3Q (7475.330000 sec): 3 clusters
  Score: Raw -223864.699138 + Penalty 2521.180599 = -221343.518539
  nChanged 110
		SP:Iteration 4Q (7475.340000 sec): 3 clusters
  Score: Raw -223939.865467 + Penalty 2521.180599 = -221418.684868
  nChanged 81
		SP:Iteration 5Q (7475.340000 sec): 3 clusters
  Score: Raw -223991.773008 + Penalty 2521.180599 = -221470.592409
  nChanged 59
		SP:Iteration 6Q (7475.350000 sec): 3 clusters
  Score: Raw -224034.830841 + Penalty 2521.180599 = -221513.650242
  nChanged 58
		SP:Iteration 7Q (7475.350000 sec): 3 clusters
  Score: Raw -224071.089398 + Penalty 2521.180599 = -221549.908799
  nChanged 54
		SP:Iteration 8Q (7475.360000 sec): 3 clusters
  Score: Raw -224105.575963 + Penalty 2521.180599 = -221584.395364
  nChanged 49
		SP:Iteration 9Q (7475.360000 sec): 3 clusters
  Score: Raw -224134.630395 + Penalty 2521.180599 = -221613.449795
  nChanged 44
		SP:Iteration 10Q (7475.370000 sec): 3 clusters
  Score: Raw -224160.955387 + Penalty 2521.180599 = -221639.774787
  nChanged 44
		SP:Iteration 11Q (7475.370000 sec): 3 clusters
  Score: Raw -224198.726138 + Penalty 2521.180599 = -221677.545538
  nChanged 63
		SP:Iteration 12Q (7475.380000 sec): 3 clusters
  Score: Raw -224250.092430 + Penalty 2521.180599 = -221728.911831
  nChanged 51
		SP:Iteration 13Q (7475.390000 sec): 3 clusters
  Score: Raw -224283.632012 + Penalty 2521.180599 = -221762.451413
  nChanged 36
		SP:Iteration 14Q (7475.390000 sec): 3 clusters
  Score: Raw -224305.098687 + Penalty 2521.180599 = -221783.918088
  nChanged 39
		SP:Iteration 15Q (7475.390000 sec): 3 clusters
  Score: Raw -224329.453861 + Penalty 2521.180599 = -221808.273261
  nChanged 30
		SP:Iteration 16Q (7475.400000 sec): 3 clusters
  Score: Raw -224343.966908 + Penalty 2521.180599 = -221822.786309
  nChanged 24
		SP:Iteration 17Q (7475.410000 sec): 3 clusters
  Score: Raw -224361.959664 + Penalty 2521.180599 = -221840.779065
  nChanged 26
		SP:Iteration 18Q (7475.410000 sec): 3 clusters
  Score: Raw -224376.337799 + Penalty 2521.180599 = -221855.157200
  nChanged 16
		SP:Iteration 19Q (7475.420000 sec): 3 clusters
  Score: Raw -224386.657800 + Penalty 2521.180599 = -221865.477201
  nChanged 13
		SP:Iteration 20F (7475.420000 sec): 3 clusters
  Score: Raw -224392.137344 + Penalty 2521.180599 = -221870.956745
  nChanged 8
		SP:Iteration 21Q (7475.430000 sec): 3 clusters
  Score: Raw -224394.635203 + Penalty 2521.180599 = -221873.454604
  nChanged 8
		SP:Iteration 22Q (7475.430000 sec): 3 clusters
  Score: Raw -224398.137274 + Penalty 2521.180599 = -221876.956675
  nChanged 5
		SP:Iteration 23Q (7475.440000 sec): 3 clusters
  Score: Raw -224400.539053 + Penalty 2521.180599 = -221879.358454
  nChanged 5
		SP:Iteration 24Q (7475.450000 sec): 3 clusters
  Score: Raw -224403.466026 + Penalty 2521.180599 = -221882.285427
  nChanged 2
		SP:Iteration 25Q (7475.450000 sec): 3 clusters
  Score: Raw -224404.362343 + Penalty 2521.180599 = -221883.181744
  nChanged 4
		SP:Iteration 26Q (7475.450000 sec): 3 clusters
  Score: Raw -224406.202548 + Penalty 2521.180599 = -221885.021949
  nChanged 6
		SP:Iteration 27Q (7475.460000 sec): 3 clusters
  Score: Raw -224408.856516 + Penalty 2521.180599 = -221887.675916
  nChanged 5
		SP:Iteration 28Q (7475.470000 sec): 3 clusters
  Score: Raw -224411.105512 + Penalty 2521.180599 = -221889.924912
  nChanged 6
		SP:Iteration 29Q (7475.470000 sec): 3 clusters
  Score: Raw -224414.546155 + Penalty 2521.180599 = -221893.365556
  nChanged 11
		SP:Iteration 30Q (7475.480000 sec): 3 clusters
  Score: Raw -224419.878413 + Penalty 2521.180599 = -221898.697814
  nChanged 10
		SP:Iteration 31Q (7475.480000 sec): 3 clusters
  Score: Raw -224422.970951 + Penalty 2521.180599 = -221901.790352
  nChanged 3
		SP:Iteration 32Q (7475.490000 sec): 3 clusters
  Score: Raw -224423.467282 + Penalty 2521.180599 = -221902.286683
  nChanged 1
		SP:Iteration 33Q (7475.490000 sec): 3 clusters
  Score: Raw -224423.644681 + Penalty 2521.180599 = -221902.464082
  nChanged 1
		SP:Iteration 34Q (7475.500000 sec): 3 clusters
  Score: Raw -224423.826484 + Penalty 2521.180599 = -221902.645884
  nChanged 0
		SP:Iteration 35F (7475.500000 sec): 3 clusters
  Score: Raw -224423.826484 + Penalty 2521.180599 = -221902.645884
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.510000 sec): 2 clusters
  Score: Raw -244962.501031 + Penalty 1266.658762 = -243695.842269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.520000 sec): 3 clusters
  Score: Raw -243891.741518 + Penalty 2533.317524 = -241358.423994
  nChanged 853
		SP:Iteration 1F (7475.530000 sec): 3 clusters
  Score: Raw -244431.353873 + Penalty 2533.317524 = -241898.036349
  nChanged 194
		SP:Iteration 2F (7475.530000 sec): 3 clusters
  Score: Raw -244563.027766 + Penalty 2533.317524 = -242029.710242
  nChanged 124
		SP:Iteration 3F (7475.540000 sec): 3 clusters
  Score: Raw -244652.134810 + Penalty 2533.317524 = -242118.817286
  nChanged 95
		SP:Iteration 4Q (7475.540000 sec): 3 clusters
  Score: Raw -244712.989317 + Penalty 2533.317524 = -242179.671793
  nChanged 69
		SP:Iteration 5Q (7475.550000 sec): 3 clusters
  Score: Raw -244751.100772 + Penalty 2533.317524 = -242217.783248
  nChanged 50
		SP:Iteration 6Q (7475.550000 sec): 3 clusters
  Score: Raw -244775.310955 + Penalty 2533.317524 = -242241.993430
  nChanged 41
		SP:Iteration 7Q (7475.560000 sec): 3 clusters
  Score: Raw -244798.406084 + Penalty 2533.317524 = -242265.088560
  nChanged 38
		SP:Iteration 8Q (7475.570000 sec): 3 clusters
  Score: Raw -244815.979927 + Penalty 2533.317524 = -242282.662403
  nChanged 36
		SP:Iteration 9Q (7475.570000 sec): 3 clusters
  Score: Raw -244836.534683 + Penalty 2533.317524 = -242303.217158
  nChanged 30
		SP:Iteration 10Q (7475.580000 sec): 3 clusters
  Score: Raw -244849.995341 + Penalty 2533.317524 = -242316.677817
  nChanged 26
		SP:Iteration 11Q (7475.580000 sec): 3 clusters
  Score: Raw -244857.971037 + Penalty 2533.317524 = -242324.653512
  nChanged 20
		SP:Iteration 12Q (7475.590000 sec): 3 clusters
  Score: Raw -244867.174439 + Penalty 2533.317524 = -242333.856915
  nChanged 21
		SP:Iteration 13Q (7475.590000 sec): 3 clusters
  Score: Raw -244877.187181 + Penalty 2533.317524 = -242343.869656
  nChanged 18
		SP:Iteration 14Q (7475.600000 sec): 3 clusters
  Score: Raw -244883.279847 + Penalty 2533.317524 = -242349.962322
  nChanged 11
		SP:Iteration 15Q (7475.610000 sec): 3 clusters
  Score: Raw -244888.810447 + Penalty 2533.317524 = -242355.492923
  nChanged 6
		SP:Iteration 16Q (7475.610000 sec): 3 clusters
  Score: Raw -244890.320644 + Penalty 2533.317524 = -242357.003119
  nChanged 0
		SP:Iteration 17F (7475.620000 sec): 3 clusters
  Score: Raw -244890.320644 + Penalty 2533.317524 = -242357.003119
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.630000 sec): 2 clusters
  Score: Raw -155525.557917 + Penalty 1207.874744 = -154317.683173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.630000 sec): 3 clusters
  Score: Raw -154847.238132 + Penalty 2415.749488 = -152431.488644
  nChanged 565
		SP:Iteration 1F (7475.630000 sec): 3 clusters
  Score: Raw -155228.852472 + Penalty 2415.749488 = -152813.102984
  nChanged 151
		SP:Iteration 2F (7475.640000 sec): 3 clusters
  Score: Raw -155358.358296 + Penalty 2415.749488 = -152942.608808
  nChanged 92
		SP:Iteration 3F (7475.640000 sec): 3 clusters
  Score: Raw -155445.638762 + Penalty 2415.749488 = -153029.889274
  nChanged 76
		SP:Iteration 4Q (7475.650000 sec): 3 clusters
  Score: Raw -155512.337769 + Penalty 2415.749488 = -153096.588280
  nChanged 55
		SP:Iteration 5Q (7475.650000 sec): 3 clusters
  Score: Raw -155564.754687 + Penalty 2415.749488 = -153149.005198
  nChanged 35
		SP:Iteration 6Q (7475.650000 sec): 3 clusters
  Score: Raw -155591.536968 + Penalty 2415.749488 = -153175.787479
  nChanged 25
		SP:Iteration 7Q (7475.660000 sec): 3 clusters
  Score: Raw -155606.426658 + Penalty 2415.749488 = -153190.677170
  nChanged 17
		SP:Iteration 8Q (7475.660000 sec): 3 clusters
  Score: Raw -155620.282403 + Penalty 2415.749488 = -153204.532915
  nChanged 16
		SP:Iteration 9Q (7475.670000 sec): 3 clusters
  Score: Raw -155632.165857 + Penalty 2415.749488 = -153216.416369
  nChanged 14
		SP:Iteration 10Q (7475.670000 sec): 3 clusters
  Score: Raw -155640.162063 + Penalty 2415.749488 = -153224.412574
  nChanged 18
		SP:Iteration 11Q (7475.670000 sec): 3 clusters
  Score: Raw -155649.433299 + Penalty 2415.749488 = -153233.683810
  nChanged 16
		SP:Iteration 12Q (7475.680000 sec): 3 clusters
  Score: Raw -155659.073740 + Penalty 2415.749488 = -153243.324251
  nChanged 16
		SP:Iteration 13Q (7475.680000 sec): 3 clusters
  Score: Raw -155666.228078 + Penalty 2415.749488 = -153250.478589
  nChanged 16
		SP:Iteration 14Q (7475.690000 sec): 3 clusters
  Score: Raw -155675.004561 + Penalty 2415.749488 = -153259.255073
  nChanged 21
		SP:Iteration 15Q (7475.690000 sec): 3 clusters
  Score: Raw -155687.477000 + Penalty 2415.749488 = -153271.727512
  nChanged 22
		SP:Iteration 16Q (7475.690000 sec): 3 clusters
  Score: Raw -155700.925291 + Penalty 2415.749488 = -153285.175803
  nChanged 21
		SP:Iteration 17Q (7475.690000 sec): 3 clusters
  Score: Raw -155713.171193 + Penalty 2415.749488 = -153297.421705
  nChanged 24
		SP:Iteration 18Q (7475.700000 sec): 3 clusters
  Score: Raw -155727.149441 + Penalty 2415.749488 = -153311.399953
  nChanged 31
		SP:Iteration 19Q (7475.700000 sec): 3 clusters
  Score: Raw -155746.668910 + Penalty 2415.749488 = -153330.919421
  nChanged 24
		SP:Iteration 20F (7475.710000 sec): 3 clusters
  Score: Raw -155762.984261 + Penalty 2415.749488 = -153347.234773
  nChanged 18
		SP:Iteration 21Q (7475.710000 sec): 3 clusters
  Score: Raw -155773.659400 + Penalty 2415.749488 = -153357.909911
  nChanged 9
		SP:Iteration 22Q (7475.710000 sec): 3 clusters
  Score: Raw -155777.714971 + Penalty 2415.749488 = -153361.965483
  nChanged 9
		SP:Iteration 23Q (7475.720000 sec): 3 clusters
  Score: Raw -155783.620917 + Penalty 2415.749488 = -153367.871429
  nChanged 10
		SP:Iteration 24Q (7475.720000 sec): 3 clusters
  Score: Raw -155788.875428 + Penalty 2415.749488 = -153373.125939
  nChanged 8
		SP:Iteration 25Q (7475.730000 sec): 3 clusters
  Score: Raw -155795.958090 + Penalty 2415.749488 = -153380.208601
  nChanged 13
		SP:Iteration 26Q (7475.730000 sec): 3 clusters
  Score: Raw -155804.144617 + Penalty 2415.749488 = -153388.395129
  nChanged 9
		SP:Iteration 27Q (7475.730000 sec): 3 clusters
  Score: Raw -155809.088379 + Penalty 2415.749488 = -153393.338891
  nChanged 9
		SP:Iteration 28Q (7475.740000 sec): 3 clusters
  Score: Raw -155813.804327 + Penalty 2415.749488 = -153398.054838
  nChanged 3
		SP:Iteration 29Q (7475.740000 sec): 3 clusters
  Score: Raw -155814.709590 + Penalty 2415.749488 = -153398.960102
  nChanged 2
		SP:Iteration 30Q (7475.750000 sec): 3 clusters
  Score: Raw -155815.476175 + Penalty 2415.749488 = -153399.726687
  nChanged 1
		SP:Iteration 31Q (7475.750000 sec): 3 clusters
  Score: Raw -155815.939402 + Penalty 2415.749488 = -153400.189914
  nChanged 1
		SP:Iteration 32Q (7475.750000 sec): 3 clusters
  Score: Raw -155817.114430 + Penalty 2415.749488 = -153401.364941
  nChanged 3
		SP:Iteration 33Q (7475.760000 sec): 3 clusters
  Score: Raw -155819.060431 + Penalty 2415.749488 = -153403.310942
  nChanged 2
		SP:Iteration 34Q (7475.760000 sec): 3 clusters
  Score: Raw -155819.797145 + Penalty 2415.749488 = -153404.047657
  nChanged 2
		SP:Iteration 35Q (7475.770000 sec): 3 clusters
  Score: Raw -155820.468880 + Penalty 2415.749488 = -153404.719392
  nChanged 2
		SP:Iteration 36Q (7475.770000 sec): 3 clusters
  Score: Raw -155822.485580 + Penalty 2415.749488 = -153406.736092
  nChanged 2
		SP:Iteration 37Q (7475.770000 sec): 3 clusters
  Score: Raw -155822.926227 + Penalty 2415.749488 = -153407.176738
  nChanged 1
		SP:Iteration 38Q (7475.780000 sec): 3 clusters
  Score: Raw -155823.495289 + Penalty 2415.749488 = -153407.745801
  nChanged 0
		SP:Iteration 39F (7475.780000 sec): 3 clusters
  Score: Raw -155823.495289 + Penalty 2415.749488 = -153407.745801
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.800000 sec): 2 clusters
  Score: Raw -412860.361508 + Penalty 1356.252234 = -411504.109274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.810000 sec): 3 clusters
  Score: Raw -410746.104606 + Penalty 2712.504468 = -408033.600138
  nChanged 1665
		SP:Iteration 1F (7475.820000 sec): 3 clusters
  Score: Raw -411665.001798 + Penalty 2712.504468 = -408952.497330
  nChanged 297
		SP:Iteration 2F (7475.830000 sec): 3 clusters
  Score: Raw -411837.701445 + Penalty 2712.504468 = -409125.196977
  nChanged 233
		SP:Iteration 3F (7475.840000 sec): 3 clusters
  Score: Raw -411955.254418 + Penalty 2712.504468 = -409242.749950
  nChanged 161
		SP:Iteration 4Q (7475.850000 sec): 3 clusters
  Score: Raw -412058.950956 + Penalty 2712.504468 = -409346.446487
  nChanged 186
		SP:Iteration 5Q (7475.860000 sec): 3 clusters
  Score: Raw -412199.606726 + Penalty 2712.504468 = -409487.102258
  nChanged 174
		SP:Iteration 6Q (7475.870000 sec): 3 clusters
  Score: Raw -412337.207263 + Penalty 2712.504468 = -409624.702794
  nChanged 158
		SP:Iteration 7Q (7475.880000 sec): 3 clusters
  Score: Raw -412453.178670 + Penalty 2712.504468 = -409740.674202
  nChanged 159
		SP:Iteration 8Q (7475.890000 sec): 3 clusters
  Score: Raw -412548.852396 + Penalty 2712.504468 = -409836.347928
  nChanged 141
		SP:Iteration 9Q (7475.900000 sec): 3 clusters
  Score: Raw -412635.185096 + Penalty 2712.504468 = -409922.680628
  nChanged 127
		SP:Iteration 10Q (7475.910000 sec): 3 clusters
  Score: Raw -412699.893385 + Penalty 2712.504468 = -409987.388917
  nChanged 105
		SP:Iteration 11Q (7475.920000 sec): 3 clusters
  Score: Raw -412744.013957 + Penalty 2712.504468 = -410031.509489
  nChanged 79
		SP:Iteration 12Q (7475.930000 sec): 3 clusters
  Score: Raw -412778.387230 + Penalty 2712.504468 = -410065.882762
  nChanged 69
		SP:Iteration 13Q (7475.940000 sec): 3 clusters
  Score: Raw -412806.770278 + Penalty 2712.504468 = -410094.265809
  nChanged 69
		SP:Iteration 14Q (7475.950000 sec): 3 clusters
  Score: Raw -412838.283348 + Penalty 2712.504468 = -410125.778880
  nChanged 59
		SP:Iteration 15Q (7475.960000 sec): 3 clusters
  Score: Raw -412866.709708 + Penalty 2712.504468 = -410154.205240
  nChanged 60
		SP:Iteration 16Q (7475.970000 sec): 3 clusters
  Score: Raw -412897.051653 + Penalty 2712.504468 = -410184.547185
  nChanged 65
		SP:Iteration 17Q (7475.980000 sec): 3 clusters
  Score: Raw -412930.037864 + Penalty 2712.504468 = -410217.533396
  nChanged 73
		SP:Iteration 18Q (7475.990000 sec): 3 clusters
  Score: Raw -412967.150845 + Penalty 2712.504468 = -410254.646377
  nChanged 66
		SP:Iteration 19Q (7476.000000 sec): 3 clusters
  Score: Raw -413001.221035 + Penalty 2712.504468 = -410288.716567
  nChanged 68
		SP:Iteration 20F (7476.010000 sec): 3 clusters
  Score: Raw -413032.043205 + Penalty 2712.504468 = -410319.538737
  nChanged 54
		SP:Iteration 21Q (7476.020000 sec): 3 clusters
  Score: Raw -413052.008854 + Penalty 2712.504468 = -410339.504386
  nChanged 43
		SP:Iteration 22Q (7476.030000 sec): 3 clusters
  Score: Raw -413069.077563 + Penalty 2712.504468 = -410356.573095
  nChanged 35
		SP:Iteration 23Q (7476.040000 sec): 3 clusters
  Score: Raw -413080.225177 + Penalty 2712.504468 = -410367.720709
  nChanged 42
		SP:Iteration 24Q (7476.050000 sec): 3 clusters
  Score: Raw -413099.732209 + Penalty 2712.504468 = -410387.227741
  nChanged 40
		SP:Iteration 25Q (7476.060000 sec): 3 clusters
  Score: Raw -413118.470107 + Penalty 2712.504468 = -410405.965639
  nChanged 37
		SP:Iteration 26Q (7476.070000 sec): 3 clusters
  Score: Raw -413131.453361 + Penalty 2712.504468 = -410418.948893
  nChanged 31
		SP:Iteration 27Q (7476.080000 sec): 3 clusters
  Score: Raw -413140.958991 + Penalty 2712.504468 = -410428.454523
  nChanged 21
		SP:Iteration 28Q (7476.090000 sec): 3 clusters
  Score: Raw -413148.223209 + Penalty 2712.504468 = -410435.718741
  nChanged 8
		SP:Iteration 29Q (7476.100000 sec): 3 clusters
  Score: Raw -413150.706606 + Penalty 2712.504468 = -410438.202138
  nChanged 10
		SP:Iteration 30Q (7476.110000 sec): 3 clusters
  Score: Raw -413154.235035 + Penalty 2712.504468 = -410441.730567
  nChanged 18
		SP:Iteration 31Q (7476.120000 sec): 3 clusters
  Score: Raw -413160.463306 + Penalty 2712.504468 = -410447.958838
  nChanged 19
		SP:Iteration 32Q (7476.130000 sec): 3 clusters
  Score: Raw -413165.870556 + Penalty 2712.504468 = -410453.366088
  nChanged 11
		SP:Iteration 33Q (7476.140000 sec): 3 clusters
  Score: Raw -413170.102127 + Penalty 2712.504468 = -410457.597659
  nChanged 12
		SP:Iteration 34Q (7476.150000 sec): 3 clusters
  Score: Raw -413173.515420 + Penalty 2712.504468 = -410461.010952
  nChanged 16
		SP:Iteration 35Q (7476.150000 sec): 3 clusters
  Score: Raw -413177.966048 + Penalty 2712.504468 = -410465.461579
  nChanged 17
		SP:Iteration 36Q (7476.170000 sec): 3 clusters
  Score: Raw -413182.887418 + Penalty 2712.504468 = -410470.382950
  nChanged 14
		SP:Iteration 37Q (7476.170000 sec): 3 clusters
  Score: Raw -413186.959846 + Penalty 2712.504468 = -410474.455378
  nChanged 13
		SP:Iteration 38Q (7476.190000 sec): 3 clusters
  Score: Raw -413191.971033 + Penalty 2712.504468 = -410479.466564
  nChanged 10
		SP:Iteration 39Q (7476.190000 sec): 3 clusters
  Score: Raw -413194.803751 + Penalty 2712.504468 = -410482.299283
  nChanged 13
		SP:Iteration 40F (7476.210000 sec): 3 clusters
  Score: Raw -413198.314345 + Penalty 2712.504468 = -410485.809877
  nChanged 14
		SP:Iteration 41Q (7476.210000 sec): 3 clusters
  Score: Raw -413203.065633 + Penalty 2712.504468 = -410490.561165
  nChanged 11
		SP:Iteration 42Q (7476.230000 sec): 3 clusters
  Score: Raw -413205.588383 + Penalty 2712.504468 = -410493.083914
  nChanged 2
		SP:Iteration 43Q (7476.230000 sec): 3 clusters
  Score: Raw -413206.218040 + Penalty 2712.504468 = -410493.713571
  nChanged 2
		SP:Iteration 44Q (7476.250000 sec): 3 clusters
  Score: Raw -413206.745033 + Penalty 2712.504468 = -410494.240565
  nChanged 2
		SP:Iteration 45Q (7476.250000 sec): 3 clusters
  Score: Raw -413207.111633 + Penalty 2712.504468 = -410494.607165
  nChanged 1
		SP:Iteration 46Q (7476.260000 sec): 3 clusters
  Score: Raw -413207.179261 + Penalty 2712.504468 = -410494.674793
  nChanged 0
		SP:Iteration 47F (7476.270000 sec): 3 clusters
  Score: Raw -413207.179261 + Penalty 2712.504468 = -410494.674793
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7476.290000 sec): 2 clusters
  Score: Raw -255681.472037 + Penalty 1285.470974 = -254396.001063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7476.290000 sec): 3 clusters
  Score: Raw -254428.933734 + Penalty 2570.941949 = -251857.991786
  nChanged 1020
		SP:Iteration 1F (7476.300000 sec): 3 clusters
  Score: Raw -255169.382217 + Penalty 2570.941949 = -252598.440268
  nChanged 228
		SP:Iteration 2F (7476.310000 sec): 3 clusters
  Score: Raw -255324.121235 + Penalty 2570.941949 = -252753.179286
  nChanged 140
		SP:Iteration 3F (7476.310000 sec): 3 clusters
  Score: Raw -255400.917562 + Penalty 2570.941949 = -252829.975613
  nChanged 82
		SP:Iteration 4Q (7476.320000 sec): 3 clusters
  Score: Raw -255445.503636 + Penalty 2570.941949 = -252874.561687
  nChanged 76
		SP:Iteration 5Q (7476.330000 sec): 3 clusters
  Score: Raw -255488.188934 + Penalty 2570.941949 = -252917.246985
  nChanged 67
		SP:Iteration 6Q (7476.330000 sec): 3 clusters
  Score: Raw -255520.640441 + Penalty 2570.941949 = -252949.698492
  nChanged 45
		SP:Iteration 7Q (7476.340000 sec): 3 clusters
  Score: Raw -255540.683357 + Penalty 2570.941949 = -252969.741408
  nChanged 37
		SP:Iteration 8Q (7476.350000 sec): 3 clusters
  Score: Raw -255558.246798 + Penalty 2570.941949 = -252987.304849
  nChanged 28
		SP:Iteration 9Q (7476.350000 sec): 3 clusters
  Score: Raw -255569.284372 + Penalty 2570.941949 = -252998.342423
  nChanged 18
		SP:Iteration 10Q (7476.360000 sec): 3 clusters
  Score: Raw -255576.792202 + Penalty 2570.941949 = -253005.850253
  nChanged 18
		SP:Iteration 11Q (7476.370000 sec): 3 clusters
  Score: Raw -255584.021045 + Penalty 2570.941949 = -253013.079096
  nChanged 12
		SP:Iteration 12Q (7476.370000 sec): 3 clusters
  Score: Raw -255587.788737 + Penalty 2570.941949 = -253016.846788
  nChanged 8
		SP:Iteration 13Q (7476.380000 sec): 3 clusters
  Score: Raw -255589.959641 + Penalty 2570.941949 = -253019.017692
  nChanged 8
		SP:Iteration 14Q (7476.390000 sec): 3 clusters
  Score: Raw -255592.647829 + Penalty 2570.941949 = -253021.705880
  nChanged 13
		SP:Iteration 15Q (7476.390000 sec): 3 clusters
  Score: Raw -255596.423041 + Penalty 2570.941949 = -253025.481092
  nChanged 10
		SP:Iteration 16Q (7476.400000 sec): 3 clusters
  Score: Raw -255600.567160 + Penalty 2570.941949 = -253029.625211
  nChanged 7
		SP:Iteration 17Q (7476.400000 sec): 3 clusters
  Score: Raw -255603.398682 + Penalty 2570.941949 = -253032.456733
  nChanged 12
		SP:Iteration 18Q (7476.410000 sec): 3 clusters
  Score: Raw -255608.538239 + Penalty 2570.941949 = -253037.596290
  nChanged 13
		SP:Iteration 19Q (7476.420000 sec): 3 clusters
  Score: Raw -255612.372683 + Penalty 2570.941949 = -253041.430734
  nChanged 12
		SP:Iteration 20F (7476.420000 sec): 3 clusters
  Score: Raw -255616.084609 + Penalty 2570.941949 = -253045.142660
  nChanged 7
		SP:Iteration 21Q (7476.430000 sec): 3 clusters
  Score: Raw -255618.054401 + Penalty 2570.941949 = -253047.112452
  nChanged 9
		SP:Iteration 22Q (7476.440000 sec): 3 clusters
  Score: Raw -255621.444708 + Penalty 2570.941949 = -253050.502759
  nChanged 10
		SP:Iteration 23Q (7476.440000 sec): 3 clusters
  Score: Raw -255625.722311 + Penalty 2570.941949 = -253054.780362
  nChanged 12
		SP:Iteration 24Q (7476.450000 sec): 3 clusters
  Score: Raw -255629.202651 + Penalty 2570.941949 = -253058.260702
  nChanged 11
		SP:Iteration 25Q (7476.450000 sec): 3 clusters
  Score: Raw -255633.344944 + Penalty 2570.941949 = -253062.402995
  nChanged 12
		SP:Iteration 26Q (7476.460000 sec): 3 clusters
  Score: Raw -255640.236831 + Penalty 2570.941949 = -253069.294882
  nChanged 20
		SP:Iteration 27Q (7476.470000 sec): 3 clusters
  Score: Raw -255650.575035 + Penalty 2570.941949 = -253079.633086
  nChanged 23
		SP:Iteration 28Q (7476.470000 sec): 3 clusters
  Score: Raw -255660.965897 + Penalty 2570.941949 = -253090.023948
  nChanged 17
		SP:Iteration 29Q (7476.480000 sec): 3 clusters
  Score: Raw -255670.384876 + Penalty 2570.941949 = -253099.442927
  nChanged 25
		SP:Iteration 30Q (7476.490000 sec): 3 clusters
  Score: Raw -255686.346297 + Penalty 2570.941949 = -253115.404348
  nChanged 35
		SP:Iteration 31Q (7476.490000 sec): 3 clusters
  Score: Raw -255708.398487 + Penalty 2570.941949 = -253137.456538
  nChanged 26
		SP:Iteration 32Q (7476.500000 sec): 3 clusters
  Score: Raw -255722.470534 + Penalty 2570.941949 = -253151.528585
  nChanged 20
		SP:Iteration 33Q (7476.510000 sec): 3 clusters
  Score: Raw -255733.302418 + Penalty 2570.941949 = -253162.360469
  nChanged 17
		SP:Iteration 34Q (7476.510000 sec): 3 clusters
  Score: Raw -255741.676450 + Penalty 2570.941949 = -253170.734501
  nChanged 17
		SP:Iteration 35Q (7476.520000 sec): 3 clusters
  Score: Raw -255749.725061 + Penalty 2570.941949 = -253178.783112
  nChanged 19
		SP:Iteration 36Q (7476.530000 sec): 3 clusters
  Score: Raw -255759.858612 + Penalty 2570.941949 = -253188.916663
  nChanged 21
		SP:Iteration 37Q (7476.530000 sec): 3 clusters
  Score: Raw -255770.252581 + Penalty 2570.941949 = -253199.310632
  nChanged 16
		SP:Iteration 38Q (7476.540000 sec): 3 clusters
  Score: Raw -255778.673901 + Penalty 2570.941949 = -253207.731952
  nChanged 16
		SP:Iteration 39Q (7476.550000 sec): 3 clusters
  Score: Raw -255786.888043 + Penalty 2570.941949 = -253215.946094
  nChanged 16
		SP:Iteration 40F (7476.550000 sec): 3 clusters
  Score: Raw -255796.216889 + Penalty 2570.941949 = -253225.274940
  nChanged 16
		SP:Iteration 41Q (7476.560000 sec): 3 clusters
  Score: Raw -255803.602266 + Penalty 2570.941949 = -253232.660317
  nChanged 11
		SP:Iteration 42Q (7476.570000 sec): 3 clusters
  Score: Raw -255808.929741 + Penalty 2570.941949 = -253237.987792
  nChanged 20
		SP:Iteration 43Q (7476.570000 sec): 3 clusters
  Score: Raw -255820.946433 + Penalty 2570.941949 = -253250.004484
  nChanged 16
		SP:Iteration 44Q (7476.580000 sec): 3 clusters
  Score: Raw -255830.536024 + Penalty 2570.941949 = -253259.594075
  nChanged 8
		SP:Iteration 45Q (7476.590000 sec): 3 clusters
  Score: Raw -255834.268478 + Penalty 2570.941949 = -253263.326529
  nChanged 8
		SP:Iteration 46Q (7476.590000 sec): 3 clusters
  Score: Raw -255837.145393 + Penalty 2570.941949 = -253266.203444
  nChanged 10
		SP:Iteration 47Q (7476.600000 sec): 3 clusters
  Score: Raw -255841.367977 + Penalty 2570.941949 = -253270.426028
  nChanged 9
		SP:Iteration 48Q (7476.610000 sec): 3 clusters
  Score: Raw -255845.338845 + Penalty 2570.941949 = -253274.396896
  nChanged 10
		SP:Iteration 49Q (7476.610000 sec): 3 clusters
  Score: Raw -255851.422677 + Penalty 2570.941949 = -253280.480728
  nChanged 12
		SP:Iteration 50Q (7476.620000 sec): 3 clusters
  Score: Raw -255858.248014 + Penalty 2570.941949 = -253287.306065
  nChanged 13
		SP:Iteration 51Q (7476.630000 sec): 3 clusters
  Score: Raw -255864.895461 + Penalty 2570.941949 = -253293.953512
  nChanged 12
		SP:Iteration 52Q (7476.630000 sec): 3 clusters
  Score: Raw -255873.107461 + Penalty 2570.941949 = -253302.165512
  nChanged 12
		SP:Iteration 53Q (7476.640000 sec): 3 clusters
  Score: Raw -255881.323047 + Penalty 2570.941949 = -253310.381098
  nChanged 10
		SP:Iteration 54Q (7476.650000 sec): 3 clusters
  Score: Raw -255886.465193 + Penalty 2570.941949 = -253315.523244
  nChanged 7
		SP:Iteration 55Q (7476.650000 sec): 3 clusters
  Score: Raw -255889.651827 + Penalty 2570.941949 = -253318.709878
  nChanged 5
		SP:Iteration 56Q (7476.660000 sec): 3 clusters
  Score: Raw -255892.912414 + Penalty 2570.941949 = -253321.970465
  nChanged 5
		SP:Iteration 57Q (7476.670000 sec): 3 clusters
  Score: Raw -255896.204746 + Penalty 2570.941949 = -253325.262797
  nChanged 5
		SP:Iteration 58Q (7476.670000 sec): 3 clusters
  Score: Raw -255898.966987 + Penalty 2570.941949 = -253328.025038
  nChanged 4
		SP:Iteration 59Q (7476.680000 sec): 3 clusters
  Score: Raw -255900.466737 + Penalty 2570.941949 = -253329.524788
  nChanged 3
		SP:Iteration 60F (7476.690000 sec): 3 clusters
  Score: Raw -255902.263803 + Penalty 2570.941949 = -253331.321854
  nChanged 4
		SP:Iteration 61Q (7476.690000 sec): 3 clusters
  Score: Raw -255904.455419 + Penalty 2570.941949 = -253333.513470
  nChanged 3
		SP:Iteration 62Q (7476.700000 sec): 3 clusters
  Score: Raw -255905.834550 + Penalty 2570.941949 = -253334.892601
  nChanged 2
		SP:Iteration 63Q (7476.700000 sec): 3 clusters
  Score: Raw -255906.943771 + Penalty 2570.941949 = -253336.001822
  nChanged 3
		SP:Iteration 64Q (7476.710000 sec): 3 clusters
  Score: Raw -255909.001777 + Penalty 2570.941949 = -253338.059828
  nChanged 3
		SP:Iteration 65Q (7476.720000 sec): 3 clusters
  Score: Raw -255910.415428 + Penalty 2570.941949 = -253339.473479
  nChanged 1
		SP:Iteration 66Q (7476.720000 sec): 3 clusters
  Score: Raw -255911.176202 + Penalty 2570.941949 = -253340.234253
  nChanged 0
		SP:Iteration 67F (7476.730000 sec): 3 clusters
  Score: Raw -255911.176202 + Penalty 2570.941949 = -253340.234253
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7476.740000 sec): 2 clusters
  Score: Raw -207921.858646 + Penalty 1251.224391 = -206670.634254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7476.740000 sec): 3 clusters
  Score: Raw -206957.497971 + Penalty 2502.448782 = -204455.049189
  nChanged 789
		SP:Iteration 1F (7476.750000 sec): 3 clusters
  Score: Raw -207442.315039 + Penalty 2502.448782 = -204939.866256
  nChanged 174
		SP:Iteration 2F (7476.750000 sec): 3 clusters
  Score: Raw -207579.974010 + Penalty 2502.448782 = -205077.525227
  nChanged 130
		SP:Iteration 3F (7476.760000 sec): 3 clusters
  Score: Raw -207700.903973 + Penalty 2502.448782 = -205198.455191
  nChanged 129
		SP:Iteration 4F (7476.770000 sec): 3 clusters
  Score: Raw -207831.776331 + Penalty 2502.448782 = -205329.327549
  nChanged 109
		SP:Iteration 5Q (7476.770000 sec): 3 clusters
  Score: Raw -207969.385186 + Penalty 2502.448782 = -205466.936404
  nChanged 103
		SP:Iteration 6Q (7476.770000 sec): 3 clusters
  Score: Raw -208051.790471 + Penalty 2502.448782 = -205549.341688
  nChanged 74
		SP:Iteration 7Q (7476.780000 sec): 3 clusters
  Score: Raw -208107.165327 + Penalty 2502.448782 = -205604.716545
  nChanged 60
		SP:Iteration 8Q (7476.790000 sec): 3 clusters
  Score: Raw -208159.481871 + Penalty 2502.448782 = -205657.033088
  nChanged 59
		SP:Iteration 9Q (7476.790000 sec): 3 clusters
  Score: Raw -208200.190556 + Penalty 2502.448782 = -205697.741774
  nChanged 65
		SP:Iteration 10Q (7476.800000 sec): 3 clusters
  Score: Raw -208239.615360 + Penalty 2502.448782 = -205737.166578
  nChanged 43
		SP:Iteration 11Q (7476.800000 sec): 3 clusters
  Score: Raw -208268.432141 + Penalty 2502.448782 = -205765.983359
  nChanged 40
		SP:Iteration 12Q (7476.810000 sec): 3 clusters
  Score: Raw -208298.068355 + Penalty 2502.448782 = -205795.619573
  nChanged 38
		SP:Iteration 13Q (7476.810000 sec): 3 clusters
  Score: Raw -208328.308956 + Penalty 2502.448782 = -205825.860174
  nChanged 36
		SP:Iteration 14Q (7476.820000 sec): 3 clusters
  Score: Raw -208355.307551 + Penalty 2502.448782 = -205852.858769
  nChanged 35
		SP:Iteration 15Q (7476.820000 sec): 3 clusters
  Score: Raw -208385.035446 + Penalty 2502.448782 = -205882.586663
  nChanged 34
		SP:Iteration 16Q (7476.830000 sec): 3 clusters
  Score: Raw -208415.006707 + Penalty 2502.448782 = -205912.557925
  nChanged 34
		SP:Iteration 17Q (7476.830000 sec): 3 clusters
  Score: Raw -208440.031883 + Penalty 2502.448782 = -205937.583100
  nChanged 34
		SP:Iteration 18Q (7476.840000 sec): 3 clusters
  Score: Raw -208466.235862 + Penalty 2502.448782 = -205963.787080
  nChanged 33
		SP:Iteration 19Q (7476.840000 sec): 3 clusters
  Score: Raw -208487.186708 + Penalty 2502.448782 = -205984.737926
  nChanged 20
		SP:Iteration 20F (7476.850000 sec): 3 clusters
  Score: Raw -208505.374033 + Penalty 2502.448782 = -206002.925250
  nChanged 27
		SP:Iteration 21Q (7476.850000 sec): 3 clusters
  Score: Raw -208538.297467 + Penalty 2502.448782 = -206035.848685
  nChanged 32
		SP:Iteration 22Q (7476.860000 sec): 3 clusters
  Score: Raw -208576.675836 + Penalty 2502.448782 = -206074.227054
  nChanged 34
		SP:Iteration 23Q (7476.860000 sec): 3 clusters
  Score: Raw -208607.863579 + Penalty 2502.448782 = -206105.414797
  nChanged 30
		SP:Iteration 24Q (7476.870000 sec): 3 clusters
  Score: Raw -208633.165968 + Penalty 2502.448782 = -206130.717185
  nChanged 21
		SP:Iteration 25Q (7476.870000 sec): 3 clusters
  Score: Raw -208653.292119 + Penalty 2502.448782 = -206150.843337
  nChanged 23
		SP:Iteration 26Q (7476.870000 sec): 3 clusters
  Score: Raw -208672.672942 + Penalty 2502.448782 = -206170.224159
  nChanged 20
		SP:Iteration 27Q (7476.880000 sec): 3 clusters
  Score: Raw -208691.194996 + Penalty 2502.448782 = -206188.746214
  nChanged 22
		SP:Iteration 28Q (7476.880000 sec): 3 clusters
  Score: Raw -208707.755939 + Penalty 2502.448782 = -206205.307157
  nChanged 16
		SP:Iteration 29Q (7476.890000 sec): 3 clusters
  Score: Raw -208720.569824 + Penalty 2502.448782 = -206218.121041
  nChanged 13
		SP:Iteration 30Q (7476.890000 sec): 3 clusters
  Score: Raw -208732.382014 + Penalty 2502.448782 = -206229.933232
  nChanged 13
		SP:Iteration 31Q (7476.900000 sec): 3 clusters
  Score: Raw -208743.126764 + Penalty 2502.448782 = -206240.677981
  nChanged 9
		SP:Iteration 32Q (7476.900000 sec): 3 clusters
  Score: Raw -208751.810871 + Penalty 2502.448782 = -206249.362088
  nChanged 13
		SP:Iteration 33Q (7476.910000 sec): 3 clusters
  Score: Raw -208764.035087 + Penalty 2502.448782 = -206261.586305
  nChanged 12
		SP:Iteration 34Q (7476.910000 sec): 3 clusters
  Score: Raw -208775.764350 + Penalty 2502.448782 = -206273.315567
  nChanged 14
		SP:Iteration 35Q (7476.910000 sec): 3 clusters
  Score: Raw -208792.505843 + Penalty 2502.448782 = -206290.057060
  nChanged 15
		SP:Iteration 36Q (7476.920000 sec): 3 clusters
  Score: Raw -208808.926404 + Penalty 2502.448782 = -206306.477622
  nChanged 6
		SP:Iteration 37Q (7476.920000 sec): 3 clusters
  Score: Raw -208811.815500 + Penalty 2502.448782 = -206309.366718
  nChanged 3
		SP:Iteration 38Q (7476.930000 sec): 3 clusters
  Score: Raw -208813.171984 + Penalty 2502.448782 = -206310.723201
  nChanged 1
		SP:Iteration 39Q (7476.930000 sec): 3 clusters
  Score: Raw -208813.680648 + Penalty 2502.448782 = -206311.231866
  nChanged 2
		SP:Iteration 40F (7476.940000 sec): 3 clusters
  Score: Raw -208815.324289 + Penalty 2502.448782 = -206312.875507
  nChanged 2
		SP:Iteration 41Q (7476.940000 sec): 3 clusters
  Score: Raw -208816.894900 + Penalty 2502.448782 = -206314.446117
  nChanged 3
		SP:Iteration 42Q (7476.950000 sec): 3 clusters
  Score: Raw -208817.996709 + Penalty 2502.448782 = -206315.547927
  nChanged 1
		SP:Iteration 43Q (7476.950000 sec): 3 clusters
  Score: Raw -208818.443956 + Penalty 2502.448782 = -206315.995174
  nChanged 0
		SP:Iteration 44F (7476.960000 sec): 3 clusters
  Score: Raw -208818.443956 + Penalty 2502.448782 = -206315.995174
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7476.970000 sec): 2 clusters
  Score: Raw -400504.509349 + Penalty 1354.429640 = -399150.079709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7476.980000 sec): 3 clusters
  Score: Raw -398377.428411 + Penalty 2708.859280 = -395668.569131
  nChanged 1669
		SP:Iteration 1F (7476.990000 sec): 3 clusters
  Score: Raw -399424.240953 + Penalty 2708.859280 = -396715.381672
  nChanged 350
		SP:Iteration 2F (7477.000000 sec): 3 clusters
  Score: Raw -399678.118970 + Penalty 2708.859280 = -396969.259690
  nChanged 274
		SP:Iteration 3F (7477.010000 sec): 3 clusters
  Score: Raw -399845.353454 + Penalty 2708.859280 = -397136.494174
  nChanged 228
		SP:Iteration 4F (7477.020000 sec): 3 clusters
  Score: Raw -399997.813852 + Penalty 2708.859280 = -397288.954572
  nChanged 187
		SP:Iteration 5Q (7477.030000 sec): 3 clusters
  Score: Raw -400117.236183 + Penalty 2708.859280 = -397408.376903
  nChanged 162
		SP:Iteration 6Q (7477.040000 sec): 3 clusters
  Score: Raw -400234.045835 + Penalty 2708.859280 = -397525.186555
  nChanged 162
		SP:Iteration 7Q (7477.050000 sec): 3 clusters
  Score: Raw -400341.067509 + Penalty 2708.859280 = -397632.208229
  nChanged 139
		SP:Iteration 8Q (7477.070000 sec): 3 clusters
  Score: Raw -400440.359466 + Penalty 2708.859280 = -397731.500186
  nChanged 118
		SP:Iteration 9Q (7477.080000 sec): 3 clusters
  Score: Raw -400517.214646 + Penalty 2708.859280 = -397808.355366
  nChanged 104
		SP:Iteration 10Q (7477.090000 sec): 3 clusters
  Score: Raw -400568.285717 + Penalty 2708.859280 = -397859.426437
  nChanged 85
		SP:Iteration 11Q (7477.100000 sec): 3 clusters
  Score: Raw -400623.396990 + Penalty 2708.859280 = -397914.537710
  nChanged 100
		SP:Iteration 12Q (7477.110000 sec): 3 clusters
  Score: Raw -400694.414097 + Penalty 2708.859280 = -397985.554817
  nChanged 104
		SP:Iteration 13Q (7477.120000 sec): 3 clusters
  Score: Raw -400770.105738 + Penalty 2708.859280 = -398061.246458
  nChanged 91
		SP:Iteration 14Q (7477.130000 sec): 3 clusters
  Score: Raw -400829.424820 + Penalty 2708.859280 = -398120.565539
  nChanged 84
		SP:Iteration 15Q (7477.140000 sec): 3 clusters
  Score: Raw -400881.868686 + Penalty 2708.859280 = -398173.009406
  nChanged 80
		SP:Iteration 16Q (7477.150000 sec): 3 clusters
  Score: Raw -400936.817596 + Penalty 2708.859280 = -398227.958316
  nChanged 70
		SP:Iteration 17Q (7477.160000 sec): 3 clusters
  Score: Raw -400992.733518 + Penalty 2708.859280 = -398283.874238
  nChanged 88
		SP:Iteration 18Q (7477.170000 sec): 3 clusters
  Score: Raw -401067.207043 + Penalty 2708.859280 = -398358.347762
  nChanged 74
		SP:Iteration 19Q (7477.180000 sec): 3 clusters
  Score: Raw -401127.884099 + Penalty 2708.859280 = -398419.024818
  nChanged 69
		SP:Iteration 20F (7477.190000 sec): 3 clusters
  Score: Raw -401184.252509 + Penalty 2708.859280 = -398475.393228
  nChanged 63
		SP:Iteration 21Q (7477.200000 sec): 3 clusters
  Score: Raw -401231.310687 + Penalty 2708.859280 = -398522.451407
  nChanged 62
		SP:Iteration 22Q (7477.200000 sec): 3 clusters
  Score: Raw -401272.188838 + Penalty 2708.859280 = -398563.329558
  nChanged 45
		SP:Iteration 23Q (7477.220000 sec): 3 clusters
  Score: Raw -401292.024801 + Penalty 2708.859280 = -398583.165521
  nChanged 31
		SP:Iteration 24Q (7477.220000 sec): 3 clusters
  Score: Raw -401302.876416 + Penalty 2708.859280 = -398594.017136
  nChanged 19
		SP:Iteration 25Q (7477.230000 sec): 3 clusters
  Score: Raw -401309.113648 + Penalty 2708.859280 = -398600.254368
  nChanged 9
		SP:Iteration 26Q (7477.240000 sec): 3 clusters
  Score: Raw -401310.941331 + Penalty 2708.859280 = -398602.082051
  nChanged 5
		SP:Iteration 27Q (7477.250000 sec): 3 clusters
  Score: Raw -401311.992402 + Penalty 2708.859280 = -398603.133122
  nChanged 2
		SP:Iteration 28Q (7477.260000 sec): 3 clusters
  Score: Raw -401312.691142 + Penalty 2708.859280 = -398603.831862
  nChanged 3
		SP:Iteration 29Q (7477.270000 sec): 3 clusters
  Score: Raw -401313.454806 + Penalty 2708.859280 = -398604.595526
  nChanged 3
		SP:Iteration 30Q (7477.280000 sec): 3 clusters
  Score: Raw -401314.139454 + Penalty 2708.859280 = -398605.280173
  nChanged 1
		SP:Iteration 31Q (7477.290000 sec): 3 clusters
  Score: Raw -401314.271620 + Penalty 2708.859280 = -398605.412340
  nChanged 2
		SP:Iteration 32Q (7477.300000 sec): 3 clusters
  Score: Raw -401314.562068 + Penalty 2708.859280 = -398605.702787
  nChanged 2
		SP:Iteration 33Q (7477.310000 sec): 3 clusters
  Score: Raw -401315.376569 + Penalty 2708.859280 = -398606.517289
  nChanged 2
		SP:Iteration 34Q (7477.320000 sec): 3 clusters
  Score: Raw -401316.183775 + Penalty 2708.859280 = -398607.324495
  nChanged 2
		SP:Iteration 35Q (7477.320000 sec): 3 clusters
  Score: Raw -401316.486226 + Penalty 2708.859280 = -398607.626945
  nChanged 0
		SP:Iteration 36F (7477.340000 sec): 3 clusters
  Score: Raw -401316.486226 + Penalty 2708.859280 = -398607.626945
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (61089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7477.540000 sec): 2 clusters
  Score: Raw -6272880.888687 + Penalty 1790.764153 = -6271090.124534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7477.690000 sec): 3 clusters
  Score: Raw -6233834.845207 + Penalty 3581.528306 = -6230253.316901
  nChanged 28796
		SP:Iteration 1F (7477.850000 sec): 3 clusters
  Score: Raw -6249847.029116 + Penalty 3581.528306 = -6246265.500810
  nChanged 2304
		SP:Iteration 2Q (7478.020000 sec): 3 clusters
  Score: Raw -6250460.548666 + Penalty 3581.528306 = -6246879.020359
  nChanged 2420
		SP:Iteration 3Q (7478.180000 sec): 3 clusters
  Score: Raw -6251191.894097 + Penalty 3581.528306 = -6247610.365790
  nChanged 2550
		SP:Iteration 4Q (7478.340000 sec): 3 clusters
  Score: Raw -6252097.265870 + Penalty 3581.528306 = -6248515.737564
  nChanged 2919
		SP:Iteration 5Q (7478.500000 sec): 3 clusters
  Score: Raw -6253345.943575 + Penalty 3581.528306 = -6249764.415269
  nChanged 3170
		SP:Iteration 6F (7478.660000 sec): 3 clusters
  Score: Raw -6254884.945040 + Penalty 3581.528306 = -6251303.416733
  nChanged 3452
		SP:Iteration 7F (7478.820000 sec): 3 clusters
  Score: Raw -6256829.751671 + Penalty 3581.528306 = -6253248.223365
  nChanged 3726
		SP:Iteration 8F (7478.980000 sec): 3 clusters
  Score: Raw -6259193.445457 + Penalty 3581.528306 = -6255611.917151
  nChanged 3702
		SP:Iteration 9F (7479.140000 sec): 3 clusters
  Score: Raw -6261726.752912 + Penalty 3581.528306 = -6258145.224605
  nChanged 3528
		SP:Iteration 10F (7479.300000 sec): 3 clusters
  Score: Raw -6264413.314725 + Penalty 3581.528306 = -6260831.786419
  nChanged 3225
		SP:Iteration 11F (7479.450000 sec): 3 clusters
  Score: Raw -6267105.914376 + Penalty 3581.528306 = -6263524.386069
  nChanged 2528
		SP:Iteration 12Q (7479.600000 sec): 3 clusters
  Score: Raw -6269271.472950 + Penalty 3581.528306 = -6265689.944644
  nChanged 1743
		SP:Iteration 13Q (7479.750000 sec): 3 clusters
  Score: Raw -6270748.137345 + Penalty 3581.528306 = -6267166.609038
  nChanged 1139
		SP:Iteration 14Q (7479.890000 sec): 3 clusters
  Score: Raw -6271702.220011 + Penalty 3581.528306 = -6268120.691704
  nChanged 682
		SP:Iteration 15Q (7480.020000 sec): 3 clusters
  Score: Raw -6272208.845000 + Penalty 3581.528306 = -6268627.316694
  nChanged 424
		SP:Iteration 16Q (7480.140000 sec): 3 clusters
  Score: Raw -6272496.990336 + Penalty 3581.528306 = -6268915.462029
  nChanged 295
		SP:Iteration 17Q (7480.260000 sec): 3 clusters
  Score: Raw -6272670.213005 + Penalty 3581.528306 = -6269088.684699
  nChanged 199
		SP:Iteration 18Q (7480.380000 sec): 3 clusters
  Score: Raw -6272790.708679 + Penalty 3581.528306 = -6269209.180373
  nChanged 149
		SP:Iteration 19Q (7480.500000 sec): 3 clusters
  Score: Raw -6272876.365558 + Penalty 3581.528306 = -6269294.837251
  nChanged 112
		SP:Iteration 20F (7480.650000 sec): 3 clusters
  Score: Raw -6272929.743612 + Penalty 3581.528306 = -6269348.215306
  nChanged 76
		SP:Iteration 21Q (7480.760000 sec): 3 clusters
  Score: Raw -6272967.905952 + Penalty 3581.528306 = -6269386.377646
  nChanged 52
		SP:Iteration 22Q (7480.880000 sec): 3 clusters
  Score: Raw -6272992.368938 + Penalty 3581.528306 = -6269410.840631
  nChanged 51
		SP:Iteration 23Q (7480.990000 sec): 3 clusters
  Score: Raw -6273018.051887 + Penalty 3581.528306 = -6269436.523581
  nChanged 38
		SP:Iteration 24Q (7481.100000 sec): 3 clusters
  Score: Raw -6273036.865127 + Penalty 3581.528306 = -6269455.336821
  nChanged 35
		SP:Iteration 25Q (7481.220000 sec): 3 clusters
  Score: Raw -6273053.186517 + Penalty 3581.528306 = -6269471.658210
  nChanged 29
		SP:Iteration 26Q (7481.330000 sec): 3 clusters
  Score: Raw -6273071.208696 + Penalty 3581.528306 = -6269489.680390
  nChanged 28
		SP:Iteration 27Q (7481.440000 sec): 3 clusters
  Score: Raw -6273085.798221 + Penalty 3581.528306 = -6269504.269915
  nChanged 22
		SP:Iteration 28Q (7481.560000 sec): 3 clusters
  Score: Raw -6273096.531014 + Penalty 3581.528306 = -6269515.002708
  nChanged 19
		SP:Iteration 29Q (7481.670000 sec): 3 clusters
  Score: Raw -6273106.025387 + Penalty 3581.528306 = -6269524.497081
  nChanged 17
		SP:Iteration 30Q (7481.780000 sec): 3 clusters
  Score: Raw -6273114.326726 + Penalty 3581.528306 = -6269532.798420
  nChanged 14
		SP:Iteration 31Q (7481.890000 sec): 3 clusters
  Score: Raw -6273121.560622 + Penalty 3581.528306 = -6269540.032316
  nChanged 10
		SP:Iteration 32Q (7482.000000 sec): 3 clusters
  Score: Raw -6273127.167930 + Penalty 3581.528306 = -6269545.639624
  nChanged 8
		SP:Iteration 33Q (7482.120000 sec): 3 clusters
  Score: Raw -6273130.667674 + Penalty 3581.528306 = -6269549.139367
  nChanged 8
		SP:Iteration 34Q (7482.230000 sec): 3 clusters
  Score: Raw -6273134.025631 + Penalty 3581.528306 = -6269552.497324
  nChanged 5
		SP:Iteration 35Q (7482.340000 sec): 3 clusters
  Score: Raw -6273135.595276 + Penalty 3581.528306 = -6269554.066969
  nChanged 2
		SP:Iteration 36Q (7482.450000 sec): 3 clusters
  Score: Raw -6273136.648049 + Penalty 3581.528306 = -6269555.119743
  nChanged 2
		SP:Iteration 37Q (7482.560000 sec): 3 clusters
  Score: Raw -6273137.721049 + Penalty 3581.528306 = -6269556.192742
  nChanged 1
		SP:Iteration 38Q (7482.680000 sec): 3 clusters
  Score: Raw -6273138.255220 + Penalty 3581.528306 = -6269556.726913
  nChanged 1
		SP:Iteration 39Q (7482.790000 sec): 3 clusters
  Score: Raw -6273138.481519 + Penalty 3581.528306 = -6269556.953213
  nChanged 0
		SP:Iteration 40F (7482.940000 sec): 3 clusters
  Score: Raw -6273138.481519 + Penalty 3581.528306 = -6269556.953213
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7482.990000 sec): 2 clusters
  Score: Raw -123501.123802 + Penalty 1171.517792 = -122329.606010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7482.990000 sec): 3 clusters
  Score: Raw -122995.037935 + Penalty 2343.035583 = -120652.002351
  nChanged 444
		SP:Iteration 1F (7483.000000 sec): 3 clusters
  Score: Raw -123360.515187 + Penalty 2343.035583 = -121017.479604
  nChanged 120
		SP:Iteration 2F (7483.000000 sec): 3 clusters
  Score: Raw -123480.410116 + Penalty 2343.035583 = -121137.374532
  nChanged 67
		SP:Iteration 3Q (7483.000000 sec): 3 clusters
  Score: Raw -123543.000924 + Penalty 2343.035583 = -121199.965340
  nChanged 47
		SP:Iteration 4Q (7483.010000 sec): 3 clusters
  Score: Raw -123584.791526 + Penalty 2343.035583 = -121241.755943
  nChanged 32
		SP:Iteration 5Q (7483.010000 sec): 3 clusters
  Score: Raw -123620.600302 + Penalty 2343.035583 = -121277.564718
  nChanged 33
		SP:Iteration 6Q (7483.010000 sec): 3 clusters
  Score: Raw -123650.757457 + Penalty 2343.035583 = -121307.721873
  nChanged 20
		SP:Iteration 7Q (7483.020000 sec): 3 clusters
  Score: Raw -123665.308695 + Penalty 2343.035583 = -121322.273111
  nChanged 16
		SP:Iteration 8Q (7483.020000 sec): 3 clusters
  Score: Raw -123674.583193 + Penalty 2343.035583 = -121331.547610
  nChanged 9
		SP:Iteration 9Q (7483.020000 sec): 3 clusters
  Score: Raw -123680.576812 + Penalty 2343.035583 = -121337.541229
  nChanged 7
		SP:Iteration 10Q (7483.020000 sec): 3 clusters
  Score: Raw -123688.137222 + Penalty 2343.035583 = -121345.101639
  nChanged 7
		SP:Iteration 11Q (7483.030000 sec): 3 clusters
  Score: Raw -123692.686807 + Penalty 2343.035583 = -121349.651224
  nChanged 11
		SP:Iteration 12Q (7483.030000 sec): 3 clusters
  Score: Raw -123699.478302 + Penalty 2343.035583 = -121356.442719
  nChanged 12
		SP:Iteration 13Q (7483.040000 sec): 3 clusters
  Score: Raw -123706.339573 + Penalty 2343.035583 = -121363.303989
  nChanged 10
		SP:Iteration 14Q (7483.040000 sec): 3 clusters
  Score: Raw -123715.022436 + Penalty 2343.035583 = -121371.986853
  nChanged 9
		SP:Iteration 15Q (7483.040000 sec): 3 clusters
  Score: Raw -123724.482631 + Penalty 2343.035583 = -121381.447048
  nChanged 7
		SP:Iteration 16Q (7483.040000 sec): 3 clusters
  Score: Raw -123728.548055 + Penalty 2343.035583 = -121385.512472
  nChanged 2
		SP:Iteration 17Q (7483.050000 sec): 3 clusters
  Score: Raw -123729.308750 + Penalty 2343.035583 = -121386.273167
  nChanged 1
		SP:Iteration 18Q (7483.050000 sec): 3 clusters
  Score: Raw -123729.660552 + Penalty 2343.035583 = -121386.624969
  nChanged 1
		SP:Iteration 19Q (7483.050000 sec): 3 clusters
  Score: Raw -123730.171324 + Penalty 2343.035583 = -121387.135741
  nChanged 2
		SP:Iteration 20F (7483.060000 sec): 3 clusters
  Score: Raw -123731.702133 + Penalty 2343.035583 = -121388.666549
  nChanged 1
		SP:Iteration 21Q (7483.060000 sec): 3 clusters
  Score: Raw -123732.318254 + Penalty 2343.035583 = -121389.282670
  nChanged 0
		SP:Iteration 22F (7483.060000 sec): 3 clusters
  Score: Raw -123732.318254 + Penalty 2343.035583 = -121389.282670
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7483.080000 sec): 2 clusters
  Score: Raw -256729.477239 + Penalty 1285.887718 = -255443.589521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7483.080000 sec): 3 clusters
  Score: Raw -255533.362870 + Penalty 2571.775435 = -252961.587434
  nChanged 1007
		SP:Iteration 1F (7483.090000 sec): 3 clusters
  Score: Raw -256247.562884 + Penalty 2571.775435 = -253675.787449
  nChanged 247
		SP:Iteration 2F (7483.100000 sec): 3 clusters
  Score: Raw -256516.070938 + Penalty 2571.775435 = -253944.295503
  nChanged 184
		SP:Iteration 3F (7483.100000 sec): 3 clusters
  Score: Raw -256691.905766 + Penalty 2571.775435 = -254120.130330
  nChanged 162
		SP:Iteration 4F (7483.110000 sec): 3 clusters
  Score: Raw -256848.512341 + Penalty 2571.775435 = -254276.736906
  nChanged 143
		SP:Iteration 5F (7483.120000 sec): 3 clusters
  Score: Raw -256960.295555 + Penalty 2571.775435 = -254388.520120
  nChanged 109
		SP:Iteration 6Q (7483.120000 sec): 3 clusters
  Score: Raw -257035.610109 + Penalty 2571.775435 = -254463.834674
  nChanged 87
		SP:Iteration 7Q (7483.130000 sec): 3 clusters
  Score: Raw -257108.541983 + Penalty 2571.775435 = -254536.766547
  nChanged 96
		SP:Iteration 8Q (7483.130000 sec): 3 clusters
  Score: Raw -257214.357733 + Penalty 2571.775435 = -254642.582298
  nChanged 108
		SP:Iteration 9Q (7483.140000 sec): 3 clusters
  Score: Raw -257311.486618 + Penalty 2571.775435 = -254739.711183
  nChanged 93
		SP:Iteration 10Q (7483.140000 sec): 3 clusters
  Score: Raw -257392.716181 + Penalty 2571.775435 = -254820.940746
  nChanged 65
		SP:Iteration 11Q (7483.150000 sec): 3 clusters
  Score: Raw -257446.151154 + Penalty 2571.775435 = -254874.375719
  nChanged 49
		SP:Iteration 12Q (7483.160000 sec): 3 clusters
  Score: Raw -257478.691502 + Penalty 2571.775435 = -254906.916067
  nChanged 27
		SP:Iteration 13Q (7483.160000 sec): 3 clusters
  Score: Raw -257498.964829 + Penalty 2571.775435 = -254927.189394
  nChanged 31
		SP:Iteration 14Q (7483.170000 sec): 3 clusters
  Score: Raw -257516.970330 + Penalty 2571.775435 = -254945.194894
  nChanged 20
		SP:Iteration 15Q (7483.180000 sec): 3 clusters
  Score: Raw -257526.385274 + Penalty 2571.775435 = -254954.609839
  nChanged 12
		SP:Iteration 16Q (7483.180000 sec): 3 clusters
  Score: Raw -257530.675063 + Penalty 2571.775435 = -254958.899628
  nChanged 9
		SP:Iteration 17Q (7483.190000 sec): 3 clusters
  Score: Raw -257535.091638 + Penalty 2571.775435 = -254963.316202
  nChanged 12
		SP:Iteration 18Q (7483.190000 sec): 3 clusters
  Score: Raw -257539.969030 + Penalty 2571.775435 = -254968.193594
  nChanged 10
		SP:Iteration 19Q (7483.200000 sec): 3 clusters
  Score: Raw -257543.870512 + Penalty 2571.775435 = -254972.095076
  nChanged 8
		SP:Iteration 20F (7483.200000 sec): 3 clusters
  Score: Raw -257547.633243 + Penalty 2571.775435 = -254975.857808
  nChanged 9
		SP:Iteration 21Q (7483.210000 sec): 3 clusters
  Score: Raw -257552.643620 + Penalty 2571.775435 = -254980.868185
  nChanged 10
		SP:Iteration 22Q (7483.220000 sec): 3 clusters
  Score: Raw -257557.653190 + Penalty 2571.775435 = -254985.877754
  nChanged 11
		SP:Iteration 23Q (7483.220000 sec): 3 clusters
  Score: Raw -257564.268570 + Penalty 2571.775435 = -254992.493135
  nChanged 10
		SP:Iteration 24Q (7483.230000 sec): 3 clusters
  Score: Raw -257568.488182 + Penalty 2571.775435 = -254996.712747
  nChanged 7
		SP:Iteration 25Q (7483.240000 sec): 3 clusters
  Score: Raw -257572.240133 + Penalty 2571.775435 = -255000.464697
  nChanged 10
		SP:Iteration 26Q (7483.240000 sec): 3 clusters
  Score: Raw -257576.982744 + Penalty 2571.775435 = -255005.207308
  nChanged 5
		SP:Iteration 27Q (7483.250000 sec): 3 clusters
  Score: Raw -257578.966052 + Penalty 2571.775435 = -255007.190616
  nChanged 4
		SP:Iteration 28Q (7483.250000 sec): 3 clusters
  Score: Raw -257580.240640 + Penalty 2571.775435 = -255008.465205
  nChanged 3
		SP:Iteration 29Q (7483.260000 sec): 3 clusters
  Score: Raw -257581.001201 + Penalty 2571.775435 = -255009.225765
  nChanged 3
		SP:Iteration 30Q (7483.260000 sec): 3 clusters
  Score: Raw -257581.761554 + Penalty 2571.775435 = -255009.986119
  nChanged 0
		SP:Iteration 31F (7483.270000 sec): 3 clusters
  Score: Raw -257581.761554 + Penalty 2571.775435 = -255009.986119
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (2074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7483.280000 sec): 2 clusters
  Score: Raw -169365.542566 + Penalty 1241.050588 = -168124.491978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7483.280000 sec): 3 clusters
  Score: Raw -168495.336744 + Penalty 2482.101176 = -166013.235568
  nChanged 755
		SP:Iteration 1F (7483.290000 sec): 3 clusters
  Score: Raw -169075.273991 + Penalty 2482.101176 = -166593.172814
  nChanged 202
		SP:Iteration 2F (7483.300000 sec): 3 clusters
  Score: Raw -169267.133970 + Penalty 2482.101176 = -166785.032793
  nChanged 119
		SP:Iteration 3F (7483.300000 sec): 3 clusters
  Score: Raw -169385.416439 + Penalty 2482.101176 = -166903.315263
  nChanged 102
		SP:Iteration 4Q (7483.300000 sec): 3 clusters
  Score: Raw -169473.152918 + Penalty 2482.101176 = -166991.051741
  nChanged 84
		SP:Iteration 5Q (7483.310000 sec): 3 clusters
  Score: Raw -169549.362423 + Penalty 2482.101176 = -167067.261247
  nChanged 78
		SP:Iteration 6Q (7483.320000 sec): 3 clusters
  Score: Raw -169610.569593 + Penalty 2482.101176 = -167128.468417
  nChanged 53
		SP:Iteration 7Q (7483.320000 sec): 3 clusters
  Score: Raw -169651.729620 + Penalty 2482.101176 = -167169.628444
  nChanged 45
		SP:Iteration 8Q (7483.320000 sec): 3 clusters
  Score: Raw -169691.289611 + Penalty 2482.101176 = -167209.188434
  nChanged 30
		SP:Iteration 9Q (7483.330000 sec): 3 clusters
  Score: Raw -169715.834093 + Penalty 2482.101176 = -167233.732917
  nChanged 27
		SP:Iteration 10Q (7483.330000 sec): 3 clusters
  Score: Raw -169730.394038 + Penalty 2482.101176 = -167248.292861
  nChanged 21
		SP:Iteration 11Q (7483.340000 sec): 3 clusters
  Score: Raw -169740.212229 + Penalty 2482.101176 = -167258.111053
  nChanged 12
		SP:Iteration 12Q (7483.340000 sec): 3 clusters
  Score: Raw -169745.260458 + Penalty 2482.101176 = -167263.159282
  nChanged 6
		SP:Iteration 13Q (7483.350000 sec): 3 clusters
  Score: Raw -169747.991285 + Penalty 2482.101176 = -167265.890108
  nChanged 3
		SP:Iteration 14Q (7483.350000 sec): 3 clusters
  Score: Raw -169748.774069 + Penalty 2482.101176 = -167266.672892
  nChanged 5
		SP:Iteration 15Q (7483.360000 sec): 3 clusters
  Score: Raw -169750.923050 + Penalty 2482.101176 = -167268.821873
  nChanged 3
		SP:Iteration 16Q (7483.360000 sec): 3 clusters
  Score: Raw -169751.896263 + Penalty 2482.101176 = -167269.795087
  nChanged 3
		SP:Iteration 17Q (7483.360000 sec): 3 clusters
  Score: Raw -169753.360590 + Penalty 2482.101176 = -167271.259413
  nChanged 3
		SP:Iteration 18Q (7483.370000 sec): 3 clusters
  Score: Raw -169754.296965 + Penalty 2482.101176 = -167272.195788
  nChanged 2
		SP:Iteration 19Q (7483.380000 sec): 3 clusters
  Score: Raw -169754.859086 + Penalty 2482.101176 = -167272.757910
  nChanged 0
		SP:Iteration 20F (7483.380000 sec): 3 clusters
  Score: Raw -169754.859086 + Penalty 2482.101176 = -167272.757910
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7483.390000 sec): 2 clusters
  Score: Raw -176334.641761 + Penalty 1229.861631 = -175104.780130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7483.390000 sec): 3 clusters
  Score: Raw -175520.233505 + Penalty 2459.723262 = -173060.510243
  nChanged 649
		SP:Iteration 1F (7483.400000 sec): 3 clusters
  Score: Raw -175992.266101 + Penalty 2459.723262 = -173532.542839
  nChanged 167
		SP:Iteration 2F (7483.400000 sec): 3 clusters
  Score: Raw -176132.441482 + Penalty 2459.723262 = -173672.718220
  nChanged 96
		SP:Iteration 3Q (7483.400000 sec): 3 clusters
  Score: Raw -176207.476174 + Penalty 2459.723262 = -173747.752911
  nChanged 60
		SP:Iteration 4Q (7483.410000 sec): 3 clusters
  Score: Raw -176253.886910 + Penalty 2459.723262 = -173794.163648
  nChanged 49
		SP:Iteration 5Q (7483.420000 sec): 3 clusters
  Score: Raw -176293.324057 + Penalty 2459.723262 = -173833.600795
  nChanged 46
		SP:Iteration 6Q (7483.420000 sec): 3 clusters
  Score: Raw -176323.932716 + Penalty 2459.723262 = -173864.209454
  nChanged 34
		SP:Iteration 7Q (7483.420000 sec): 3 clusters
  Score: Raw -176343.937237 + Penalty 2459.723262 = -173884.213975
  nChanged 31
		SP:Iteration 8Q (7483.430000 sec): 3 clusters
  Score: Raw -176360.830713 + Penalty 2459.723262 = -173901.107451
  nChanged 20
		SP:Iteration 9Q (7483.430000 sec): 3 clusters
  Score: Raw -176370.763388 + Penalty 2459.723262 = -173911.040126
  nChanged 17
		SP:Iteration 10Q (7483.440000 sec): 3 clusters
  Score: Raw -176380.101231 + Penalty 2459.723262 = -173920.377969
  nChanged 13
		SP:Iteration 11Q (7483.440000 sec): 3 clusters
  Score: Raw -176387.715842 + Penalty 2459.723262 = -173927.992580
  nChanged 13
		SP:Iteration 12Q (7483.440000 sec): 3 clusters
  Score: Raw -176395.131810 + Penalty 2459.723262 = -173935.408548
  nChanged 11
		SP:Iteration 13Q (7483.450000 sec): 3 clusters
  Score: Raw -176401.335328 + Penalty 2459.723262 = -173941.612066
  nChanged 9
		SP:Iteration 14Q (7483.450000 sec): 3 clusters
  Score: Raw -176405.218063 + Penalty 2459.723262 = -173945.494801
  nChanged 8
		SP:Iteration 15Q (7483.460000 sec): 3 clusters
  Score: Raw -176410.175349 + Penalty 2459.723262 = -173950.452086
  nChanged 10
		SP:Iteration 16Q (7483.460000 sec): 3 clusters
  Score: Raw -176413.800626 + Penalty 2459.723262 = -173954.077364
  nChanged 7
		SP:Iteration 17Q (7483.470000 sec): 3 clusters
  Score: Raw -176416.907014 + Penalty 2459.723262 = -173957.183752
  nChanged 8
		SP:Iteration 18Q (7483.470000 sec): 3 clusters
  Score: Raw -176420.935843 + Penalty 2459.723262 = -173961.212581
  nChanged 8
		SP:Iteration 19Q (7483.480000 sec): 3 clusters
  Score: Raw -176428.662967 + Penalty 2459.723262 = -173968.939705
  nChanged 10
		SP:Iteration 20F (7483.480000 sec): 3 clusters
  Score: Raw -176436.184265 + Penalty 2459.723262 = -173976.461003
  nChanged 11
		SP:Iteration 21Q (7483.480000 sec): 3 clusters
  Score: Raw -176443.015827 + Penalty 2459.723262 = -173983.292565
  nChanged 9
		SP:Iteration 22Q (7483.490000 sec): 3 clusters
  Score: Raw -176450.227263 + Penalty 2459.723262 = -173990.504001
  nChanged 9
		SP:Iteration 23Q (7483.490000 sec): 3 clusters
  Score: Raw -176455.706033 + Penalty 2459.723262 = -173995.982771
  nChanged 7
		SP:Iteration 24Q (7483.500000 sec): 3 clusters
  Score: Raw -176459.498659 + Penalty 2459.723262 = -173999.775397
  nChanged 5
		SP:Iteration 25Q (7483.500000 sec): 3 clusters
  Score: Raw -176460.851508 + Penalty 2459.723262 = -174001.128246
  nChanged 5
		SP:Iteration 26Q (7483.500000 sec): 3 clusters
  Score: Raw -176462.724736 + Penalty 2459.723262 = -174003.001473
  nChanged 5
		SP:Iteration 27Q (7483.510000 sec): 3 clusters
  Score: Raw -176464.301313 + Penalty 2459.723262 = -174004.578051
  nChanged 5
		SP:Iteration 28Q (7483.520000 sec): 3 clusters
  Score: Raw -176466.763058 + Penalty 2459.723262 = -174007.039796
  nChanged 3
		SP:Iteration 29Q (7483.520000 sec): 3 clusters
  Score: Raw -176467.899408 + Penalty 2459.723262 = -174008.176146
  nChanged 4
		SP:Iteration 30Q (7483.520000 sec): 3 clusters
  Score: Raw -176469.967767 + Penalty 2459.723262 = -174010.244505
  nChanged 5
		SP:Iteration 31Q (7483.530000 sec): 3 clusters
  Score: Raw -176472.325410 + Penalty 2459.723262 = -174012.602148
  nChanged 4
		SP:Iteration 32Q (7483.530000 sec): 3 clusters
  Score: Raw -176474.215723 + Penalty 2459.723262 = -174014.492461
  nChanged 5
		SP:Iteration 33Q (7483.540000 sec): 3 clusters
  Score: Raw -176476.865931 + Penalty 2459.723262 = -174017.142669
  nChanged 4
		SP:Iteration 34Q (7483.540000 sec): 3 clusters
  Score: Raw -176479.347131 + Penalty 2459.723262 = -174019.623869
  nChanged 4
		SP:Iteration 35Q (7483.540000 sec): 3 clusters
  Score: Raw -176481.847782 + Penalty 2459.723262 = -174022.124520
  nChanged 5
		SP:Iteration 36Q (7483.550000 sec): 3 clusters
  Score: Raw -176484.909433 + Penalty 2459.723262 = -174025.186171
  nChanged 4
		SP:Iteration 37Q (7483.550000 sec): 3 clusters
  Score: Raw -176489.093314 + Penalty 2459.723262 = -174029.370052
  nChanged 2
		SP:Iteration 38Q (7483.560000 sec): 3 clusters
  Score: Raw -176492.643555 + Penalty 2459.723262 = -174032.920293
  nChanged 9
		SP:Iteration 39Q (7483.560000 sec): 3 clusters
  Score: Raw -176498.651778 + Penalty 2459.723262 = -174038.928516
  nChanged 7
		SP:Iteration 40F (7483.560000 sec): 3 clusters
  Score: Raw -176505.585995 + Penalty 2459.723262 = -174045.862733
  nChanged 13
		SP:Iteration 41Q (7483.570000 sec): 3 clusters
  Score: Raw -176513.836313 + Penalty 2459.723262 = -174054.113051
  nChanged 11
		SP:Iteration 42Q (7483.580000 sec): 3 clusters
  Score: Raw -176520.010117 + Penalty 2459.723262 = -174060.286855
  nChanged 11
		SP:Iteration 43Q (7483.580000 sec): 3 clusters
  Score: Raw -176526.512364 + Penalty 2459.723262 = -174066.789102
  nChanged 8
		SP:Iteration 44Q (7483.580000 sec): 3 clusters
  Score: Raw -176531.534452 + Penalty 2459.723262 = -174071.811190
  nChanged 9
		SP:Iteration 45Q (7483.590000 sec): 3 clusters
  Score: Raw -176537.196370 + Penalty 2459.723262 = -174077.473108
  nChanged 6
		SP:Iteration 46Q (7483.590000 sec): 3 clusters
  Score: Raw -176539.064530 + Penalty 2459.723262 = -174079.341268
  nChanged 6
		SP:Iteration 47Q (7483.600000 sec): 3 clusters
  Score: Raw -176541.569972 + Penalty 2459.723262 = -174081.846710
  nChanged 3
		SP:Iteration 48Q (7483.600000 sec): 3 clusters
  Score: Raw -176542.054564 + Penalty 2459.723262 = -174082.331302
  nChanged 0
		SP:Iteration 49F (7483.600000 sec): 3 clusters
  Score: Raw -176542.054564 + Penalty 2459.723262 = -174082.331302
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 96 (55463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7483.800000 sec): 2 clusters
  Score: Raw -5624053.104258 + Penalty 1775.064104 = -5622278.040154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7483.940000 sec): 3 clusters
  Score: Raw -5588620.312259 + Penalty 3550.128208 = -5585070.184050
  nChanged 26067
		SP:Iteration 1F (7484.090000 sec): 3 clusters
  Score: Raw -5603527.955947 + Penalty 3550.128208 = -5599977.827739
  nChanged 2115
		SP:Iteration 2Q (7484.230000 sec): 3 clusters
  Score: Raw -5604095.758246 + Penalty 3550.128208 = -5600545.630037
  nChanged 2079
		SP:Iteration 3Q (7484.380000 sec): 3 clusters
  Score: Raw -5604701.015132 + Penalty 3550.128208 = -5601150.886924
  nChanged 2145
		SP:Iteration 4Q (7484.520000 sec): 3 clusters
  Score: Raw -5605420.481609 + Penalty 3550.128208 = -5601870.353401
  nChanged 2367
		SP:Iteration 5Q (7484.670000 sec): 3 clusters
  Score: Raw -5606399.279452 + Penalty 3550.128208 = -5602849.151244
  nChanged 2749
		SP:Iteration 6Q (7484.820000 sec): 3 clusters
  Score: Raw -5607854.191723 + Penalty 3550.128208 = -5604304.063514
  nChanged 3284
		SP:Iteration 7F (7484.960000 sec): 3 clusters
  Score: Raw -5610086.629888 + Penalty 3550.128208 = -5606536.501679
  nChanged 3682
		SP:Iteration 8F (7485.100000 sec): 3 clusters
  Score: Raw -5613088.183357 + Penalty 3550.128208 = -5609538.055149
  nChanged 3520
		SP:Iteration 9F (7485.240000 sec): 3 clusters
  Score: Raw -5616087.059241 + Penalty 3550.128208 = -5612536.931032
  nChanged 2850
		SP:Iteration 10F (7485.390000 sec): 3 clusters
  Score: Raw -5618344.508283 + Penalty 3550.128208 = -5614794.380074
  nChanged 2051
		SP:Iteration 11Q (7485.520000 sec): 3 clusters
  Score: Raw -5619694.006233 + Penalty 3550.128208 = -5616143.878025
  nChanged 1450
		SP:Iteration 12Q (7485.650000 sec): 3 clusters
  Score: Raw -5620587.760364 + Penalty 3550.128208 = -5617037.632155
  nChanged 1140
		SP:Iteration 13Q (7485.780000 sec): 3 clusters
  Score: Raw -5621252.478186 + Penalty 3550.128208 = -5617702.349978
  nChanged 997
		SP:Iteration 14Q (7485.910000 sec): 3 clusters
  Score: Raw -5621785.438280 + Penalty 3550.128208 = -5618235.310071
  nChanged 823
		SP:Iteration 15Q (7486.040000 sec): 3 clusters
  Score: Raw -5622164.202729 + Penalty 3550.128208 = -5618614.074520
  nChanged 731
		SP:Iteration 16Q (7486.160000 sec): 3 clusters
  Score: Raw -5622486.351690 + Penalty 3550.128208 = -5618936.223482
  nChanged 635
		SP:Iteration 17Q (7486.290000 sec): 3 clusters
  Score: Raw -5622740.239053 + Penalty 3550.128208 = -5619190.110845
  nChanged 538
		SP:Iteration 18Q (7486.410000 sec): 3 clusters
  Score: Raw -5622932.194458 + Penalty 3550.128208 = -5619382.066250
  nChanged 498
		SP:Iteration 19Q (7486.530000 sec): 3 clusters
  Score: Raw -5623091.031925 + Penalty 3550.128208 = -5619540.903716
  nChanged 407
		SP:Iteration 20F (7486.670000 sec): 3 clusters
  Score: Raw -5623203.138415 + Penalty 3550.128208 = -5619653.010207
  nChanged 337
		SP:Iteration 21Q (7486.790000 sec): 3 clusters
  Score: Raw -5623283.368526 + Penalty 3550.128208 = -5619733.240318
  nChanged 302
		SP:Iteration 22Q (7486.910000 sec): 3 clusters
  Score: Raw -5623352.385463 + Penalty 3550.128208 = -5619802.257254
  nChanged 270
		SP:Iteration 23Q (7487.020000 sec): 3 clusters
  Score: Raw -5623412.564375 + Penalty 3550.128208 = -5619862.436167
  nChanged 273
		SP:Iteration 24Q (7487.140000 sec): 3 clusters
  Score: Raw -5623473.443002 + Penalty 3550.128208 = -5619923.314794
  nChanged 240
		SP:Iteration 25Q (7487.250000 sec): 3 clusters
  Score: Raw -5623528.433871 + Penalty 3550.128208 = -5619978.305662
  nChanged 261
		SP:Iteration 26Q (7487.360000 sec): 3 clusters
  Score: Raw -5623593.789370 + Penalty 3550.128208 = -5620043.661162
  nChanged 257
		SP:Iteration 27Q (7487.470000 sec): 3 clusters
  Score: Raw -5623661.495492 + Penalty 3550.128208 = -5620111.367283
  nChanged 256
		SP:Iteration 28Q (7487.580000 sec): 3 clusters
  Score: Raw -5623725.767774 + Penalty 3550.128208 = -5620175.639565
  nChanged 235
		SP:Iteration 29Q (7487.700000 sec): 3 clusters
  Score: Raw -5623778.393376 + Penalty 3550.128208 = -5620228.265167
  nChanged 200
		SP:Iteration 30Q (7487.810000 sec): 3 clusters
  Score: Raw -5623825.583339 + Penalty 3550.128208 = -5620275.455130
  nChanged 190
		SP:Iteration 31Q (7487.920000 sec): 3 clusters
  Score: Raw -5623871.957614 + Penalty 3550.128208 = -5620321.829406
  nChanged 199
		SP:Iteration 32Q (7488.040000 sec): 3 clusters
  Score: Raw -5623923.826562 + Penalty 3550.128208 = -5620373.698354
  nChanged 192
		SP:Iteration 33Q (7488.150000 sec): 3 clusters
  Score: Raw -5623976.322626 + Penalty 3550.128208 = -5620426.194418
  nChanged 193
		SP:Iteration 34Q (7488.260000 sec): 3 clusters
  Score: Raw -5624029.941170 + Penalty 3550.128208 = -5620479.812962
  nChanged 191
		SP:Iteration 35Q (7488.370000 sec): 3 clusters
  Score: Raw -5624079.836810 + Penalty 3550.128208 = -5620529.708601
  nChanged 167
		SP:Iteration 36Q (7488.480000 sec): 3 clusters
  Score: Raw -5624123.119791 + Penalty 3550.128208 = -5620572.991582
  nChanged 156
		SP:Iteration 37Q (7488.590000 sec): 3 clusters
  Score: Raw -5624165.873427 + Penalty 3550.128208 = -5620615.745218
  nChanged 162
		SP:Iteration 38Q (7488.700000 sec): 3 clusters
  Score: Raw -5624212.313216 + Penalty 3550.128208 = -5620662.185007
  nChanged 149
		SP:Iteration 39Q (7488.810000 sec): 3 clusters
  Score: Raw -5624252.610158 + Penalty 3550.128208 = -5620702.481950
  nChanged 113
		SP:Iteration 40F (7488.950000 sec): 3 clusters
  Score: Raw -5624281.095026 + Penalty 3550.128208 = -5620730.966817
  nChanged 127
		SP:Iteration 41Q (7489.060000 sec): 3 clusters
  Score: Raw -5624316.248073 + Penalty 3550.128208 = -5620766.119865
  nChanged 117
		SP:Iteration 42Q (7489.170000 sec): 3 clusters
  Score: Raw -5624346.415583 + Penalty 3550.128208 = -5620796.287375
  nChanged 111
		SP:Iteration 43Q (7489.280000 sec): 3 clusters
  Score: Raw -5624378.704673 + Penalty 3550.128208 = -5620828.576464
  nChanged 111
		SP:Iteration 44Q (7489.380000 sec): 3 clusters
  Score: Raw -5624410.394336 + Penalty 3550.128208 = -5620860.266127
  nChanged 111
		SP:Iteration 45Q (7489.500000 sec): 3 clusters
  Score: Raw -5624440.444100 + Penalty 3550.128208 = -5620890.315892
  nChanged 91
		SP:Iteration 46Q (7489.600000 sec): 3 clusters
  Score: Raw -5624470.535761 + Penalty 3550.128208 = -5620920.407553
  nChanged 100
		SP:Iteration 47Q (7489.710000 sec): 3 clusters
  Score: Raw -5624507.460062 + Penalty 3550.128208 = -5620957.331853
  nChanged 83
		SP:Iteration 48Q (7489.810000 sec): 3 clusters
  Score: Raw -5624535.315117 + Penalty 3550.128208 = -5620985.186908
  nChanged 69
		SP:Iteration 49Q (7489.920000 sec): 3 clusters
  Score: Raw -5624560.651551 + Penalty 3550.128208 = -5621010.523342
  nChanged 56
		SP:Iteration 50Q (7490.020000 sec): 3 clusters
  Score: Raw -5624575.027620 + Penalty 3550.128208 = -5621024.899412
  nChanged 49
		SP:Iteration 51Q (7490.130000 sec): 3 clusters
  Score: Raw -5624588.881709 + Penalty 3550.128208 = -5621038.753500
  nChanged 44
		SP:Iteration 52Q (7490.240000 sec): 3 clusters
  Score: Raw -5624601.540567 + Penalty 3550.128208 = -5621051.412358
  nChanged 40
		SP:Iteration 53Q (7490.340000 sec): 3 clusters
  Score: Raw -5624612.605271 + Penalty 3550.128208 = -5621062.477063
  nChanged 29
		SP:Iteration 54Q (7490.440000 sec): 3 clusters
  Score: Raw -5624620.212383 + Penalty 3550.128208 = -5621070.084174
  nChanged 34
		SP:Iteration 55Q (7490.540000 sec): 3 clusters
  Score: Raw -5624632.737483 + Penalty 3550.128208 = -5621082.609274
  nChanged 27
		SP:Iteration 56Q (7490.650000 sec): 3 clusters
  Score: Raw -5624642.944759 + Penalty 3550.128208 = -5621092.816550
  nChanged 41
		SP:Iteration 57Q (7490.760000 sec): 3 clusters
  Score: Raw -5624661.568416 + Penalty 3550.128208 = -5621111.440208
  nChanged 53
		SP:Iteration 58Q (7490.860000 sec): 3 clusters
  Score: Raw -5624687.813714 + Penalty 3550.128208 = -5621137.685505
  nChanged 52
		SP:Iteration 59Q (7490.970000 sec): 3 clusters
  Score: Raw -5624730.830786 + Penalty 3550.128208 = -5621180.702577
  nChanged 53
		SP:Iteration 60F (7491.110000 sec): 3 clusters
  Score: Raw -5624790.540360 + Penalty 3550.128208 = -5621240.412151
  nChanged 71
		SP:Iteration 61Q (7491.220000 sec): 3 clusters
  Score: Raw -5624876.521245 + Penalty 3550.128208 = -5621326.393036
  nChanged 74
		SP:Iteration 62Q (7491.320000 sec): 3 clusters
  Score: Raw -5624966.936954 + Penalty 3550.128208 = -5621416.808746
  nChanged 61
		SP:Iteration 63Q (7491.420000 sec): 3 clusters
  Score: Raw -5625009.889333 + Penalty 3550.128208 = -5621459.761124
  nChanged 47
		SP:Iteration 64Q (7491.520000 sec): 3 clusters
  Score: Raw -5625032.116861 + Penalty 3550.128208 = -5621481.988652
  nChanged 35
		SP:Iteration 65Q (7491.620000 sec): 3 clusters
  Score: Raw -5625046.064168 + Penalty 3550.128208 = -5621495.935959
  nChanged 20
		SP:Iteration 66Q (7491.720000 sec): 3 clusters
  Score: Raw -5625052.830108 + Penalty 3550.128208 = -5621502.701899
  nChanged 14
		SP:Iteration 67Q (7491.820000 sec): 3 clusters
  Score: Raw -5625056.390752 + Penalty 3550.128208 = -5621506.262544
  nChanged 6
		SP:Iteration 68Q (7491.930000 sec): 3 clusters
  Score: Raw -5625057.835367 + Penalty 3550.128208 = -5621507.707159
  nChanged 8
		SP:Iteration 69Q (7492.030000 sec): 3 clusters
  Score: Raw -5625059.705751 + Penalty 3550.128208 = -5621509.577542
  nChanged 6
		SP:Iteration 70Q (7492.130000 sec): 3 clusters
  Score: Raw -5625061.522661 + Penalty 3550.128208 = -5621511.394452
  nChanged 6
		SP:Iteration 71Q (7492.230000 sec): 3 clusters
  Score: Raw -5625063.408243 + Penalty 3550.128208 = -5621513.280034
  nChanged 6
		SP:Iteration 72Q (7492.330000 sec): 3 clusters
  Score: Raw -5625064.788759 + Penalty 3550.128208 = -5621514.660550
  nChanged 5
		SP:Iteration 73Q (7492.430000 sec): 3 clusters
  Score: Raw -5625065.767353 + Penalty 3550.128208 = -5621515.639145
  nChanged 3
		SP:Iteration 74Q (7492.530000 sec): 3 clusters
  Score: Raw -5625066.684572 + Penalty 3550.128208 = -5621516.556364
  nChanged 2
		SP:Iteration 75Q (7492.630000 sec): 3 clusters
  Score: Raw -5625067.299697 + Penalty 3550.128208 = -5621517.171489
  nChanged 2
		SP:Iteration 76Q (7492.730000 sec): 3 clusters
  Score: Raw -5625067.626895 + Penalty 3550.128208 = -5621517.498686
  nChanged 3
		SP:Iteration 77Q (7492.830000 sec): 3 clusters
  Score: Raw -5625068.738605 + Penalty 3550.128208 = -5621518.610396
  nChanged 4
		SP:Iteration 78Q (7492.930000 sec): 3 clusters
  Score: Raw -5625070.298719 + Penalty 3550.128208 = -5621520.170510
  nChanged 11
		SP:Iteration 79Q (7493.020000 sec): 3 clusters
  Score: Raw -5625074.065295 + Penalty 3550.128208 = -5621523.937087
  nChanged 11
		SP:Iteration 80F (7493.160000 sec): 3 clusters
  Score: Raw -5625077.847766 + Penalty 3550.128208 = -5621527.719558
  nChanged 8
		SP:Iteration 81Q (7493.260000 sec): 3 clusters
  Score: Raw -5625078.815102 + Penalty 3550.128208 = -5621528.686894
  nChanged 0
		SP:Iteration 82F (7493.400000 sec): 3 clusters
  Score: Raw -5625078.815102 + Penalty 3550.128208 = -5621528.686894
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 97 (116279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7493.760000 sec): 2 clusters
  Score: Raw -11955197.196119 + Penalty 1895.359010 = -11953301.837109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7494.070000 sec): 3 clusters
  Score: Raw -11879181.274461 + Penalty 3790.718020 = -11875390.556441
  nChanged 55726
		SP:Iteration 1F (7494.370000 sec): 3 clusters
  Score: Raw -11911811.332896 + Penalty 3790.718020 = -11908020.614876
  nChanged 3214
		SP:Iteration 2Q (7494.690000 sec): 3 clusters
  Score: Raw -11912452.887068 + Penalty 3790.718020 = -11908662.169048
  nChanged 3275
		SP:Iteration 3Q (7495.000000 sec): 3 clusters
  Score: Raw -11913177.806219 + Penalty 3790.718020 = -11909387.088199
  nChanged 3586
		SP:Iteration 4Q (7495.310000 sec): 3 clusters
  Score: Raw -11914101.003153 + Penalty 3790.718020 = -11910310.285132
  nChanged 4176
		SP:Iteration 5Q (7495.620000 sec): 3 clusters
  Score: Raw -11915475.676372 + Penalty 3790.718020 = -11911684.958352
  nChanged 5288
		SP:Iteration 6Q (7495.930000 sec): 3 clusters
  Score: Raw -11917790.149389 + Penalty 3790.718020 = -11913999.431369
  nChanged 6963
		SP:Iteration 7F (7496.230000 sec): 3 clusters
  Score: Raw -11921867.996056 + Penalty 3790.718020 = -11918077.278036
  nChanged 8776
		SP:Iteration 8F (7496.530000 sec): 3 clusters
  Score: Raw -11928451.320102 + Penalty 3790.718020 = -11924660.602081
  nChanged 9329
		SP:Iteration 9F (7496.830000 sec): 3 clusters
  Score: Raw -11936546.073838 + Penalty 3790.718020 = -11932755.355818
  nChanged 8343
		SP:Iteration 10F (7497.140000 sec): 3 clusters
  Score: Raw -11944153.620096 + Penalty 3790.718020 = -11940362.902076
  nChanged 5774
		SP:Iteration 11Q (7497.440000 sec): 3 clusters
  Score: Raw -11949330.940004 + Penalty 3790.718020 = -11945540.221984
  nChanged 3347
		SP:Iteration 12Q (7497.720000 sec): 3 clusters
  Score: Raw -11952265.802936 + Penalty 3790.718020 = -11948475.084916
  nChanged 1773
		SP:Iteration 13Q (7497.970000 sec): 3 clusters
  Score: Raw -11953755.468274 + Penalty 3790.718020 = -11949964.750253
  nChanged 883
		SP:Iteration 14Q (7498.210000 sec): 3 clusters
  Score: Raw -11954472.838462 + Penalty 3790.718020 = -11950682.120442
  nChanged 494
		SP:Iteration 15Q (7498.430000 sec): 3 clusters
  Score: Raw -11954852.561888 + Penalty 3790.718020 = -11951061.843868
  nChanged 304
		SP:Iteration 16Q (7498.650000 sec): 3 clusters
  Score: Raw -11955061.311656 + Penalty 3790.718020 = -11951270.593636
  nChanged 204
		SP:Iteration 17Q (7498.870000 sec): 3 clusters
  Score: Raw -11955183.166240 + Penalty 3790.718020 = -11951392.448219
  nChanged 129
		SP:Iteration 18Q (7499.080000 sec): 3 clusters
  Score: Raw -11955248.986844 + Penalty 3790.718020 = -11951458.268824
  nChanged 89
		SP:Iteration 19Q (7499.300000 sec): 3 clusters
  Score: Raw -11955304.680381 + Penalty 3790.718020 = -11951513.962361
  nChanged 75
		SP:Iteration 20F (7499.600000 sec): 3 clusters
  Score: Raw -11955357.466219 + Penalty 3790.718020 = -11951566.748199
  nChanged 62
		SP:Iteration 21Q (7499.810000 sec): 3 clusters
  Score: Raw -11955404.232192 + Penalty 3790.718020 = -11951613.514171
  nChanged 57
		SP:Iteration 22Q (7500.020000 sec): 3 clusters
  Score: Raw -11955441.483754 + Penalty 3790.718020 = -11951650.765733
  nChanged 45
		SP:Iteration 23Q (7500.240000 sec): 3 clusters
  Score: Raw -11955465.052065 + Penalty 3790.718020 = -11951674.334045
  nChanged 21
		SP:Iteration 24Q (7500.450000 sec): 3 clusters
  Score: Raw -11955477.303458 + Penalty 3790.718020 = -11951686.585437
  nChanged 23
		SP:Iteration 25Q (7500.660000 sec): 3 clusters
  Score: Raw -11955488.900139 + Penalty 3790.718020 = -11951698.182119
  nChanged 13
		SP:Iteration 26Q (7500.870000 sec): 3 clusters
  Score: Raw -11955496.174534 + Penalty 3790.718020 = -11951705.456514
  nChanged 12
		SP:Iteration 27Q (7501.080000 sec): 3 clusters
  Score: Raw -11955501.918558 + Penalty 3790.718020 = -11951711.200538
  nChanged 8
		SP:Iteration 28Q (7501.290000 sec): 3 clusters
  Score: Raw -11955507.188105 + Penalty 3790.718020 = -11951716.470085
  nChanged 8
		SP:Iteration 29Q (7501.500000 sec): 3 clusters
  Score: Raw -11955511.648774 + Penalty 3790.718020 = -11951720.930754
  nChanged 11
		SP:Iteration 30Q (7501.710000 sec): 3 clusters
  Score: Raw -11955516.792886 + Penalty 3790.718020 = -11951726.074866
  nChanged 7
		SP:Iteration 31Q (7501.920000 sec): 3 clusters
  Score: Raw -11955519.884648 + Penalty 3790.718020 = -11951729.166628
  nChanged 6
		SP:Iteration 32Q (7502.130000 sec): 3 clusters
  Score: Raw -11955524.294635 + Penalty 3790.718020 = -11951733.576615
  nChanged 8
		SP:Iteration 33Q (7502.340000 sec): 3 clusters
  Score: Raw -11955529.424348 + Penalty 3790.718020 = -11951738.706328
  nChanged 10
		SP:Iteration 34Q (7502.550000 sec): 3 clusters
  Score: Raw -11955533.161081 + Penalty 3790.718020 = -11951742.443061
  nChanged 3
		SP:Iteration 35Q (7502.760000 sec): 3 clusters
  Score: Raw -11955534.568407 + Penalty 3790.718020 = -11951743.850387
  nChanged 6
		SP:Iteration 36Q (7502.970000 sec): 3 clusters
  Score: Raw -11955537.322615 + Penalty 3790.718020 = -11951746.604595
  nChanged 4
		SP:Iteration 37Q (7503.180000 sec): 3 clusters
  Score: Raw -11955538.937988 + Penalty 3790.718020 = -11951748.219968
  nChanged 2
		SP:Iteration 38Q (7503.390000 sec): 3 clusters
  Score: Raw -11955539.571460 + Penalty 3790.718020 = -11951748.853440
  nChanged 2
		SP:Iteration 39Q (7503.600000 sec): 3 clusters
  Score: Raw -11955541.295794 + Penalty 3790.718020 = -11951750.577774
  nChanged 4
		SP:Iteration 40F (7503.900000 sec): 3 clusters
  Score: Raw -11955543.404784 + Penalty 3790.718020 = -11951752.686764
  nChanged 3
		SP:Iteration 41Q (7504.120000 sec): 3 clusters
  Score: Raw -11955545.363594 + Penalty 3790.718020 = -11951754.645574
  nChanged 4
		SP:Iteration 42Q (7504.330000 sec): 3 clusters
  Score: Raw -11955547.698811 + Penalty 3790.718020 = -11951756.980791
  nChanged 4
		SP:Iteration 43Q (7504.540000 sec): 3 clusters
  Score: Raw -11955550.199541 + Penalty 3790.718020 = -11951759.481521
  nChanged 3
		SP:Iteration 44Q (7504.750000 sec): 3 clusters
  Score: Raw -11955552.490703 + Penalty 3790.718020 = -11951761.772683
  nChanged 3
		SP:Iteration 45Q (7504.960000 sec): 3 clusters
  Score: Raw -11955553.637665 + Penalty 3790.718020 = -11951762.919645
  nChanged 2
		SP:Iteration 46Q (7505.160000 sec): 3 clusters
  Score: Raw -11955554.383513 + Penalty 3790.718020 = -11951763.665492
  nChanged 1
		SP:Iteration 47Q (7505.380000 sec): 3 clusters
  Score: Raw -11955554.841622 + Penalty 3790.718020 = -11951764.123602
  nChanged 2
		SP:Iteration 48Q (7505.580000 sec): 3 clusters
  Score: Raw -11955555.480436 + Penalty 3790.718020 = -11951764.762415
  nChanged 2
		SP:Iteration 49Q (7505.790000 sec): 3 clusters
  Score: Raw -11955556.268628 + Penalty 3790.718020 = -11951765.550608
  nChanged 2
		SP:Iteration 50Q (7506.000000 sec): 3 clusters
  Score: Raw -11955557.387596 + Penalty 3790.718020 = -11951766.669576
  nChanged 4
		SP:Iteration 51Q (7506.220000 sec): 3 clusters
  Score: Raw -11955559.393041 + Penalty 3790.718020 = -11951768.675021
  nChanged 3
		SP:Iteration 52Q (7506.430000 sec): 3 clusters
  Score: Raw -11955560.826034 + Penalty 3790.718020 = -11951770.108013
  nChanged 1
		SP:Iteration 53Q (7506.640000 sec): 3 clusters
  Score: Raw -11955561.393770 + Penalty 3790.718020 = -11951770.675749
  nChanged 0
		SP:Iteration 54F (7506.930000 sec): 3 clusters
  Score: Raw -11955561.393770 + Penalty 3790.718020 = -11951770.675749
  nChanged 0
Iteration 259Q (7515.840000 sec): 100 clusters
  Score: Raw -92206517.006982 + Penalty 221544.569901 = -91984972.437081
  nChanged 427
Iteration 260F (7595.510000 sec): 100 clusters
  Score: Raw -92206919.951081 + Penalty 221544.569901 = -91985375.381181
  nChanged 502
Iteration 261Q (7604.040000 sec): 100 clusters
  Score: Raw -92207171.638871 + Penalty 221544.569901 = -91985627.068970
  nChanged 443
Iteration 262Q (7612.440000 sec): 100 clusters
  Score: Raw -92207343.629935 + Penalty 221544.569901 = -91985799.060034
  nChanged 364
Iteration 263Q (7620.830000 sec): 100 clusters
  Score: Raw -92207447.638924 + Penalty 221544.569901 = -91985903.069023
  nChanged 313
Iteration 264Q (7629.200000 sec): 100 clusters
  Score: Raw -92207519.377887 + Penalty 221544.569901 = -91985974.807986
  nChanged 294
Iteration 265Q (7637.550000 sec): 100 clusters
  Score: Raw -92207577.983217 + Penalty 221544.569901 = -91986033.413316
  nChanged 251
Iteration 266Q (7645.860000 sec): 100 clusters
  Score: Raw -92207634.516051 + Penalty 221544.569901 = -91986089.946150
  nChanged 231
Iteration 267Q (7654.310000 sec): 100 clusters
  Score: Raw -92207683.527475 + Penalty 221544.569901 = -91986138.957574
  nChanged 234
Iteration 268Q (7662.830000 sec): 100 clusters
  Score: Raw -92207730.636259 + Penalty 221544.569901 = -91986186.066359
  nChanged 226
Iteration 269Q (7671.330000 sec): 100 clusters
  Score: Raw -92207766.983224 + Penalty 221544.569901 = -91986222.413323
  nChanged 197
Iteration 270Q (7679.950000 sec): 100 clusters
  Score: Raw -92207797.578807 + Penalty 221544.569901 = -91986253.008906
  nChanged 176
Iteration 271Q (7688.450000 sec): 100 clusters
  Score: Raw -92207822.772719 + Penalty 221544.569901 = -91986278.202818
  nChanged 144
Iteration 272Q (7696.940000 sec): 100 clusters
  Score: Raw -92207840.193601 + Penalty 221544.569901 = -91986295.623700
  nChanged 133
Iteration 273Q (7705.450000 sec): 100 clusters
  Score: Raw -92207857.366769 + Penalty 221544.569901 = -91986312.796869
  nChanged 131
Iteration 274Q (7713.940000 sec): 100 clusters
  Score: Raw -92207874.692310 + Penalty 221544.569901 = -91986330.122409
  nChanged 107
Iteration 275Q (7722.430000 sec): 100 clusters
  Score: Raw -92207889.892184 + Penalty 221544.569901 = -91986345.322283
  nChanged 96
Iteration 276Q (7730.900000 sec): 100 clusters
  Score: Raw -92207902.939704 + Penalty 221544.569901 = -91986358.369803
  nChanged 95
Iteration 277Q (7739.330000 sec): 100 clusters
  Score: Raw -92207917.580469 + Penalty 221544.569901 = -91986373.010569
  nChanged 92
Iteration 278Q (7747.770000 sec): 100 clusters
  Score: Raw -92207933.628084 + Penalty 221544.569901 = -91986389.058183
  nChanged 85
Iteration 279Q (7756.140000 sec): 100 clusters
  Score: Raw -92207947.607112 + Penalty 221544.569901 = -91986403.037211
  nChanged 109
Iteration 280F (7835.790000 sec): 100 clusters
  Score: Raw -92207966.516924 + Penalty 221544.569901 = -91986421.947023
  nChanged 93
Iteration 281Q (7844.320000 sec): 100 clusters
  Score: Raw -92207981.519714 + Penalty 221544.569901 = -91986436.949814
  nChanged 102
Iteration 282Q (7852.840000 sec): 100 clusters
  Score: Raw -92207996.796916 + Penalty 221544.569901 = -91986452.227015
  nChanged 98
Iteration 283Q (7861.370000 sec): 100 clusters
  Score: Raw -92208007.178970 + Penalty 221544.569901 = -91986462.609070
  nChanged 92
Iteration 284Q (7869.910000 sec): 100 clusters
  Score: Raw -92208018.388921 + Penalty 221544.569901 = -91986473.819020
  nChanged 81
Iteration 285Q (7878.450000 sec): 100 clusters
  Score: Raw -92208029.132957 + Penalty 221544.569901 = -91986484.563056
  nChanged 77
Iteration 286Q (7887.010000 sec): 100 clusters
  Score: Raw -92208039.722552 + Penalty 221544.569901 = -91986495.152652
  nChanged 78
Iteration 287Q (7895.540000 sec): 100 clusters
  Score: Raw -92208049.442838 + Penalty 221544.569901 = -91986504.872937
  nChanged 68
Iteration 288Q (7904.020000 sec): 100 clusters
  Score: Raw -92208058.549015 + Penalty 221544.569901 = -91986513.979114
  nChanged 64
Iteration 289Q (7912.590000 sec): 100 clusters
  Score: Raw -92208067.744789 + Penalty 221544.569901 = -91986523.174889
  nChanged 67
Iteration 290Q (7921.300000 sec): 100 clusters
  Score: Raw -92208075.625531 + Penalty 221544.569901 = -91986531.055631
  nChanged 64
Iteration 291Q (7929.890000 sec): 100 clusters
  Score: Raw -92208083.111941 + Penalty 221544.569901 = -91986538.542040
  nChanged 47
Iteration 292Q (7938.280000 sec): 100 clusters
  Score: Raw -92208090.587758 + Penalty 221544.569901 = -91986546.017857
  nChanged 45
Iteration 293Q (7946.690000 sec): 100 clusters
  Score: Raw -92208096.666197 + Penalty 221544.569901 = -91986552.096296
  nChanged 40
Iteration 294Q (7955.090000 sec): 100 clusters
  Score: Raw -92208100.901450 + Penalty 221544.569901 = -91986556.331549
  nChanged 46
Iteration 295Q (7963.500000 sec): 100 clusters
  Score: Raw -92208105.677759 + Penalty 221544.569901 = -91986561.107858
  nChanged 36
Iteration 296Q (7971.920000 sec): 100 clusters
  Score: Raw -92208109.368091 + Penalty 221544.569901 = -91986564.798190
  nChanged 35
Iteration 297Q (7980.290000 sec): 100 clusters
  Score: Raw -92208114.095903 + Penalty 221544.569901 = -91986569.526003
  nChanged 44
Iteration 298Q (7988.660000 sec): 100 clusters
  Score: Raw -92208119.467327 + Penalty 221544.569901 = -91986574.897426
  nChanged 36
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92208119.467327 + Penalty 221544.569901 = -91986574.897426
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.910000 sec): 2 clusters
  Score: Raw -2037780.240372 + Penalty 1609.462912 = -2036170.777460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.960000 sec): 3 clusters
  Score: Raw -2025754.805567 + Penalty 3218.925823 = -2022535.879744
  nChanged 9036
		SP:Iteration 1F (7989.010000 sec): 3 clusters
  Score: Raw -2030907.677764 + Penalty 3218.925823 = -2027688.751941
  nChanged 1229
		SP:Iteration 2F (7989.060000 sec): 3 clusters
  Score: Raw -2031639.827947 + Penalty 3218.925823 = -2028420.902124
  nChanged 1403
		SP:Iteration 3F (7989.110000 sec): 3 clusters
  Score: Raw -2032626.596221 + Penalty 3218.925823 = -2029407.670398
  nChanged 1485
		SP:Iteration 4F (7989.150000 sec): 3 clusters
  Score: Raw -2033719.957420 + Penalty 3218.925823 = -2030501.031597
  nChanged 1398
		SP:Iteration 5F (7989.200000 sec): 3 clusters
  Score: Raw -2034863.487206 + Penalty 3218.925823 = -2031644.561383
  nChanged 1319
		SP:Iteration 6F (7989.250000 sec): 3 clusters
  Score: Raw -2035930.153708 + Penalty 3218.925823 = -2032711.227885
  nChanged 1114
		SP:Iteration 7F (7989.300000 sec): 3 clusters
  Score: Raw -2036680.625578 + Penalty 3218.925823 = -2033461.699755
  nChanged 812
		SP:Iteration 8Q (7989.350000 sec): 3 clusters
  Score: Raw -2037178.315095 + Penalty 3218.925823 = -2033959.389272
  nChanged 616
		SP:Iteration 9Q (7989.390000 sec): 3 clusters
  Score: Raw -2037557.306170 + Penalty 3218.925823 = -2034338.380347
  nChanged 488
		SP:Iteration 10Q (7989.440000 sec): 3 clusters
  Score: Raw -2037812.790216 + Penalty 3218.925823 = -2034593.864393
  nChanged 394
		SP:Iteration 11Q (7989.490000 sec): 3 clusters
  Score: Raw -2038020.425521 + Penalty 3218.925823 = -2034801.499698
  nChanged 364
		SP:Iteration 12Q (7989.530000 sec): 3 clusters
  Score: Raw -2038195.865346 + Penalty 3218.925823 = -2034976.939523
  nChanged 314
		SP:Iteration 13Q (7989.580000 sec): 3 clusters
  Score: Raw -2038327.222112 + Penalty 3218.925823 = -2035108.296289
  nChanged 279
		SP:Iteration 14Q (7989.620000 sec): 3 clusters
  Score: Raw -2038441.753601 + Penalty 3218.925823 = -2035222.827778
  nChanged 261
		SP:Iteration 15Q (7989.670000 sec): 3 clusters
  Score: Raw -2038562.077079 + Penalty 3218.925823 = -2035343.151256
  nChanged 266
		SP:Iteration 16Q (7989.710000 sec): 3 clusters
  Score: Raw -2038677.650579 + Penalty 3218.925823 = -2035458.724756
  nChanged 245
		SP:Iteration 17Q (7989.750000 sec): 3 clusters
  Score: Raw -2038782.507538 + Penalty 3218.925823 = -2035563.581715
  nChanged 230
		SP:Iteration 18Q (7989.800000 sec): 3 clusters
  Score: Raw -2038887.730582 + Penalty 3218.925823 = -2035668.804759
  nChanged 215
		SP:Iteration 19Q (7989.840000 sec): 3 clusters
  Score: Raw -2038981.769616 + Penalty 3218.925823 = -2035762.843793
  nChanged 172
		SP:Iteration 20F (7989.890000 sec): 3 clusters
  Score: Raw -2039044.283992 + Penalty 3218.925823 = -2035825.358168
  nChanged 136
		SP:Iteration 21Q (7989.930000 sec): 3 clusters
  Score: Raw -2039088.085707 + Penalty 3218.925823 = -2035869.159884
  nChanged 111
		SP:Iteration 22Q (7989.970000 sec): 3 clusters
  Score: Raw -2039116.723475 + Penalty 3218.925823 = -2035897.797652
  nChanged 90
		SP:Iteration 23Q (7990.010000 sec): 3 clusters
  Score: Raw -2039140.989697 + Penalty 3218.925823 = -2035922.063874
  nChanged 75
		SP:Iteration 24Q (7990.060000 sec): 3 clusters
  Score: Raw -2039159.463472 + Penalty 3218.925823 = -2035940.537649
  nChanged 62
		SP:Iteration 25Q (7990.100000 sec): 3 clusters
  Score: Raw -2039174.095840 + Penalty 3218.925823 = -2035955.170017
  nChanged 56
		SP:Iteration 26Q (7990.150000 sec): 3 clusters
  Score: Raw -2039186.586284 + Penalty 3218.925823 = -2035967.660461
  nChanged 54
		SP:Iteration 27Q (7990.190000 sec): 3 clusters
  Score: Raw -2039196.553415 + Penalty 3218.925823 = -2035977.627592
  nChanged 40
		SP:Iteration 28Q (7990.230000 sec): 3 clusters
  Score: Raw -2039203.599246 + Penalty 3218.925823 = -2035984.673423
  nChanged 43
		SP:Iteration 29Q (7990.270000 sec): 3 clusters
  Score: Raw -2039210.469448 + Penalty 3218.925823 = -2035991.543625
  nChanged 35
		SP:Iteration 30Q (7990.310000 sec): 3 clusters
  Score: Raw -2039216.205066 + Penalty 3218.925823 = -2035997.279243
  nChanged 28
		SP:Iteration 31Q (7990.360000 sec): 3 clusters
  Score: Raw -2039221.435336 + Penalty 3218.925823 = -2036002.509513
  nChanged 35
		SP:Iteration 32Q (7990.400000 sec): 3 clusters
  Score: Raw -2039226.881599 + Penalty 3218.925823 = -2036007.955776
  nChanged 32
		SP:Iteration 33Q (7990.440000 sec): 3 clusters
  Score: Raw -2039232.328481 + Penalty 3218.925823 = -2036013.402658
  nChanged 29
		SP:Iteration 34Q (7990.480000 sec): 3 clusters
  Score: Raw -2039235.972775 + Penalty 3218.925823 = -2036017.046951
  nChanged 27
		SP:Iteration 35Q (7990.520000 sec): 3 clusters
  Score: Raw -2039239.559769 + Penalty 3218.925823 = -2036020.633946
  nChanged 15
		SP:Iteration 36Q (7990.560000 sec): 3 clusters
  Score: Raw -2039240.718321 + Penalty 3218.925823 = -2036021.792498
  nChanged 10
		SP:Iteration 37Q (7990.600000 sec): 3 clusters
  Score: Raw -2039241.475515 + Penalty 3218.925823 = -2036022.549692
  nChanged 9
		SP:Iteration 38Q (7990.640000 sec): 3 clusters
  Score: Raw -2039242.293259 + Penalty 3218.925823 = -2036023.367436
  nChanged 9
		SP:Iteration 39Q (7990.680000 sec): 3 clusters
  Score: Raw -2039242.946436 + Penalty 3218.925823 = -2036024.020613
  nChanged 7
		SP:Iteration 40F (7990.730000 sec): 3 clusters
  Score: Raw -2039243.571845 + Penalty 3218.925823 = -2036024.646022
  nChanged 5
		SP:Iteration 41Q (7990.770000 sec): 3 clusters
  Score: Raw -2039243.849188 + Penalty 3218.925823 = -2036024.923365
  nChanged 3
		SP:Iteration 42Q (7990.810000 sec): 3 clusters
  Score: Raw -2039244.167346 + Penalty 3218.925823 = -2036025.241523
  nChanged 3
		SP:Iteration 43Q (7990.850000 sec): 3 clusters
  Score: Raw -2039244.376590 + Penalty 3218.925823 = -2036025.450767
  nChanged 3
		SP:Iteration 44Q (7990.890000 sec): 3 clusters
  Score: Raw -2039244.601011 + Penalty 3218.925823 = -2036025.675188
  nChanged 2
		SP:Iteration 45Q (7990.930000 sec): 3 clusters
  Score: Raw -2039244.688976 + Penalty 3218.925823 = -2036025.763153
  nChanged 1
		SP:Iteration 46Q (7990.970000 sec): 3 clusters
  Score: Raw -2039244.740110 + Penalty 3218.925823 = -2036025.814287
  nChanged 1
		SP:Iteration 47Q (7991.010000 sec): 3 clusters
  Score: Raw -2039244.817519 + Penalty 3218.925823 = -2036025.891696
  nChanged 1
		SP:Iteration 48Q (7991.050000 sec): 3 clusters
  Score: Raw -2039244.862749 + Penalty 3218.925823 = -2036025.936926
  nChanged 0
		SP:Iteration 49F (7991.100000 sec): 3 clusters
  Score: Raw -2039244.862749 + Penalty 3218.925823 = -2036025.936926
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7991.120000 sec): 2 clusters
  Score: Raw -21563.974861 + Penalty 895.275605 = -20668.699257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7991.120000 sec): 3 clusters
  Score: Raw -21719.321022 + Penalty 1790.551209 = -19928.769812
  nChanged 38
		SP:Iteration 1F (7991.120000 sec): 3 clusters
  Score: Raw -21798.043277 + Penalty 1790.551209 = -20007.492068
  nChanged 9
		SP:Iteration 2Q (7991.120000 sec): 3 clusters
  Score: Raw -21832.376732 + Penalty 1790.551209 = -20041.825523
  nChanged 7
		SP:Iteration 3Q (7991.120000 sec): 3 clusters
  Score: Raw -21845.766632 + Penalty 1790.551209 = -20055.215423
  nChanged 3
		SP:Iteration 4Q (7991.120000 sec): 3 clusters
  Score: Raw -21851.738897 + Penalty 1790.551209 = -20061.187687
  nChanged 1
		SP:Iteration 5Q (7991.120000 sec): 3 clusters
  Score: Raw -21854.386091 + Penalty 1790.551209 = -20063.834881
  nChanged 1
		SP:Iteration 6Q (7991.120000 sec): 3 clusters
  Score: Raw -21857.192652 + Penalty 1790.551209 = -20066.641442
  nChanged 0
		SP:Iteration 7F (7991.120000 sec): 3 clusters
  Score: Raw -21857.192652 + Penalty 1790.551209 = -20066.641442
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7991.250000 sec): 2 clusters
  Score: Raw -4132984.049027 + Penalty 1721.154937 = -4131262.894090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7991.360000 sec): 3 clusters
  Score: Raw -4108110.446600 + Penalty 3442.309874 = -4104668.136726
  nChanged 18409
		SP:Iteration 1F (7991.460000 sec): 3 clusters
  Score: Raw -4118309.822412 + Penalty 3442.309874 = -4114867.512538
  nChanged 1443
		SP:Iteration 2Q (7991.560000 sec): 3 clusters
  Score: Raw -4118693.160461 + Penalty 3442.309874 = -4115250.850587
  nChanged 1393
		SP:Iteration 3Q (7991.670000 sec): 3 clusters
  Score: Raw -4119060.752500 + Penalty 3442.309874 = -4115618.442626
  nChanged 1361
		SP:Iteration 4Q (7991.770000 sec): 3 clusters
  Score: Raw -4119493.879231 + Penalty 3442.309874 = -4116051.569357
  nChanged 1592
		SP:Iteration 5Q (7991.870000 sec): 3 clusters
  Score: Raw -4120081.000486 + Penalty 3442.309874 = -4116638.690613
  nChanged 1884
		SP:Iteration 6Q (7991.980000 sec): 3 clusters
  Score: Raw -4120984.822834 + Penalty 3442.309874 = -4117542.512961
  nChanged 2339
		SP:Iteration 7F (7992.080000 sec): 3 clusters
  Score: Raw -4122396.671452 + Penalty 3442.309874 = -4118954.361578
  nChanged 2615
		SP:Iteration 8F (7992.180000 sec): 3 clusters
  Score: Raw -4124438.829080 + Penalty 3442.309874 = -4120996.519206
  nChanged 2729
		SP:Iteration 9F (7992.280000 sec): 3 clusters
  Score: Raw -4126996.144035 + Penalty 3442.309874 = -4123553.834162
  nChanged 2283
		SP:Iteration 10F (7992.380000 sec): 3 clusters
  Score: Raw -4129184.160460 + Penalty 3442.309874 = -4125741.850586
  nChanged 1663
		SP:Iteration 11Q (7992.480000 sec): 3 clusters
  Score: Raw -4130385.380022 + Penalty 3442.309874 = -4126943.070148
  nChanged 1047
		SP:Iteration 12Q (7992.570000 sec): 3 clusters
  Score: Raw -4130921.619624 + Penalty 3442.309874 = -4127479.309751
  nChanged 681
		SP:Iteration 13Q (7992.660000 sec): 3 clusters
  Score: Raw -4131175.415327 + Penalty 3442.309874 = -4127733.105453
  nChanged 438
		SP:Iteration 14Q (7992.750000 sec): 3 clusters
  Score: Raw -4131313.572305 + Penalty 3442.309874 = -4127871.262432
  nChanged 344
		SP:Iteration 15Q (7992.840000 sec): 3 clusters
  Score: Raw -4131421.859634 + Penalty 3442.309874 = -4127979.549760
  nChanged 321
		SP:Iteration 16Q (7992.930000 sec): 3 clusters
  Score: Raw -4131520.533540 + Penalty 3442.309874 = -4128078.223666
  nChanged 282
		SP:Iteration 17Q (7993.010000 sec): 3 clusters
  Score: Raw -4131594.006830 + Penalty 3442.309874 = -4128151.696956
  nChanged 249
		SP:Iteration 18Q (7993.090000 sec): 3 clusters
  Score: Raw -4131657.322488 + Penalty 3442.309874 = -4128215.012615
  nChanged 250
		SP:Iteration 19Q (7993.180000 sec): 3 clusters
  Score: Raw -4131725.677145 + Penalty 3442.309874 = -4128283.367271
  nChanged 241
		SP:Iteration 20F (7993.280000 sec): 3 clusters
  Score: Raw -4131790.847129 + Penalty 3442.309874 = -4128348.537255
  nChanged 240
		SP:Iteration 21Q (7993.370000 sec): 3 clusters
  Score: Raw -4131854.701645 + Penalty 3442.309874 = -4128412.391771
  nChanged 246
		SP:Iteration 22Q (7993.450000 sec): 3 clusters
  Score: Raw -4131921.593049 + Penalty 3442.309874 = -4128479.283175
  nChanged 230
		SP:Iteration 23Q (7993.530000 sec): 3 clusters
  Score: Raw -4131982.796881 + Penalty 3442.309874 = -4128540.487007
  nChanged 219
		SP:Iteration 24Q (7993.610000 sec): 3 clusters
  Score: Raw -4132041.476887 + Penalty 3442.309874 = -4128599.167013
  nChanged 206
		SP:Iteration 25Q (7993.690000 sec): 3 clusters
  Score: Raw -4132099.132951 + Penalty 3442.309874 = -4128656.823077
  nChanged 212
		SP:Iteration 26Q (7993.770000 sec): 3 clusters
  Score: Raw -4132162.990947 + Penalty 3442.309874 = -4128720.681073
  nChanged 217
		SP:Iteration 27Q (7993.850000 sec): 3 clusters
  Score: Raw -4132230.333808 + Penalty 3442.309874 = -4128788.023934
  nChanged 194
		SP:Iteration 28Q (7993.930000 sec): 3 clusters
  Score: Raw -4132287.776502 + Penalty 3442.309874 = -4128845.466628
  nChanged 194
		SP:Iteration 29Q (7994.010000 sec): 3 clusters
  Score: Raw -4132343.238738 + Penalty 3442.309874 = -4128900.928864
  nChanged 176
		SP:Iteration 30Q (7994.090000 sec): 3 clusters
  Score: Raw -4132394.013017 + Penalty 3442.309874 = -4128951.703143
  nChanged 171
		SP:Iteration 31Q (7994.170000 sec): 3 clusters
  Score: Raw -4132443.215575 + Penalty 3442.309874 = -4129000.905701
  nChanged 162
		SP:Iteration 32Q (7994.250000 sec): 3 clusters
  Score: Raw -4132491.869080 + Penalty 3442.309874 = -4129049.559206
  nChanged 138
		SP:Iteration 33Q (7994.330000 sec): 3 clusters
  Score: Raw -4132531.011808 + Penalty 3442.309874 = -4129088.701934
  nChanged 136
		SP:Iteration 34Q (7994.400000 sec): 3 clusters
  Score: Raw -4132571.035411 + Penalty 3442.309874 = -4129128.725537
  nChanged 132
		SP:Iteration 35Q (7994.480000 sec): 3 clusters
  Score: Raw -4132611.996723 + Penalty 3442.309874 = -4129169.686849
  nChanged 127
		SP:Iteration 36Q (7994.550000 sec): 3 clusters
  Score: Raw -4132648.549759 + Penalty 3442.309874 = -4129206.239885
  nChanged 133
		SP:Iteration 37Q (7994.630000 sec): 3 clusters
  Score: Raw -4132691.223919 + Penalty 3442.309874 = -4129248.914045
  nChanged 118
		SP:Iteration 38Q (7994.710000 sec): 3 clusters
  Score: Raw -4132730.463802 + Penalty 3442.309874 = -4129288.153929
  nChanged 129
		SP:Iteration 39Q (7994.790000 sec): 3 clusters
  Score: Raw -4132773.402707 + Penalty 3442.309874 = -4129331.092833
  nChanged 119
		SP:Iteration 40F (7994.890000 sec): 3 clusters
  Score: Raw -4132811.473794 + Penalty 3442.309874 = -4129369.163920
  nChanged 106
		SP:Iteration 41Q (7994.960000 sec): 3 clusters
  Score: Raw -4132850.543544 + Penalty 3442.309874 = -4129408.233670
  nChanged 105
		SP:Iteration 42Q (7995.040000 sec): 3 clusters
  Score: Raw -4132892.881301 + Penalty 3442.309874 = -4129450.571427
  nChanged 93
		SP:Iteration 43Q (7995.110000 sec): 3 clusters
  Score: Raw -4132926.789731 + Penalty 3442.309874 = -4129484.479857
  nChanged 84
		SP:Iteration 44Q (7995.190000 sec): 3 clusters
  Score: Raw -4132956.306219 + Penalty 3442.309874 = -4129513.996345
  nChanged 67
		SP:Iteration 45Q (7995.260000 sec): 3 clusters
  Score: Raw -4132979.962343 + Penalty 3442.309874 = -4129537.652470
  nChanged 71
		SP:Iteration 46Q (7995.330000 sec): 3 clusters
  Score: Raw -4133008.126465 + Penalty 3442.309874 = -4129565.816591
  nChanged 63
		SP:Iteration 47Q (7995.410000 sec): 3 clusters
  Score: Raw -4133029.787347 + Penalty 3442.309874 = -4129587.477473
  nChanged 65
		SP:Iteration 48Q (7995.480000 sec): 3 clusters
  Score: Raw -4133057.337966 + Penalty 3442.309874 = -4129615.028092
  nChanged 70
		SP:Iteration 49Q (7995.550000 sec): 3 clusters
  Score: Raw -4133082.062992 + Penalty 3442.309874 = -4129639.753119
  nChanged 57
		SP:Iteration 50Q (7995.630000 sec): 3 clusters
  Score: Raw -4133103.829594 + Penalty 3442.309874 = -4129661.519720
  nChanged 54
		SP:Iteration 51Q (7995.700000 sec): 3 clusters
  Score: Raw -4133122.185712 + Penalty 3442.309874 = -4129679.875838
  nChanged 42
		SP:Iteration 52Q (7995.770000 sec): 3 clusters
  Score: Raw -4133138.210958 + Penalty 3442.309874 = -4129695.901084
  nChanged 35
		SP:Iteration 53Q (7995.840000 sec): 3 clusters
  Score: Raw -4133155.996513 + Penalty 3442.309874 = -4129713.686639
  nChanged 39
		SP:Iteration 54Q (7995.910000 sec): 3 clusters
  Score: Raw -4133171.479784 + Penalty 3442.309874 = -4129729.169910
  nChanged 37
		SP:Iteration 55Q (7995.990000 sec): 3 clusters
  Score: Raw -4133187.729660 + Penalty 3442.309874 = -4129745.419787
  nChanged 30
		SP:Iteration 56Q (7996.060000 sec): 3 clusters
  Score: Raw -4133201.011233 + Penalty 3442.309874 = -4129758.701360
  nChanged 28
		SP:Iteration 57Q (7996.130000 sec): 3 clusters
  Score: Raw -4133214.223127 + Penalty 3442.309874 = -4129771.913254
  nChanged 24
		SP:Iteration 58Q (7996.210000 sec): 3 clusters
  Score: Raw -4133224.829357 + Penalty 3442.309874 = -4129782.519483
  nChanged 19
		SP:Iteration 59Q (7996.280000 sec): 3 clusters
  Score: Raw -4133232.563800 + Penalty 3442.309874 = -4129790.253926
  nChanged 16
		SP:Iteration 60F (7996.380000 sec): 3 clusters
  Score: Raw -4133239.366334 + Penalty 3442.309874 = -4129797.056460
  nChanged 11
		SP:Iteration 61Q (7996.450000 sec): 3 clusters
  Score: Raw -4133242.249814 + Penalty 3442.309874 = -4129799.939940
  nChanged 6
		SP:Iteration 62Q (7996.520000 sec): 3 clusters
  Score: Raw -4133245.368487 + Penalty 3442.309874 = -4129803.058613
  nChanged 6
		SP:Iteration 63Q (7996.590000 sec): 3 clusters
  Score: Raw -4133248.756466 + Penalty 3442.309874 = -4129806.446592
  nChanged 11
		SP:Iteration 64Q (7996.660000 sec): 3 clusters
  Score: Raw -4133252.868389 + Penalty 3442.309874 = -4129810.558515
  nChanged 9
		SP:Iteration 65Q (7996.730000 sec): 3 clusters
  Score: Raw -4133256.436357 + Penalty 3442.309874 = -4129814.126483
  nChanged 5
		SP:Iteration 66Q (7996.800000 sec): 3 clusters
  Score: Raw -4133258.345774 + Penalty 3442.309874 = -4129816.035901
  nChanged 5
		SP:Iteration 67Q (7996.870000 sec): 3 clusters
  Score: Raw -4133260.137916 + Penalty 3442.309874 = -4129817.828042
  nChanged 2
		SP:Iteration 68Q (7996.940000 sec): 3 clusters
  Score: Raw -4133260.693975 + Penalty 3442.309874 = -4129818.384102
  nChanged 1
		SP:Iteration 69Q (7997.010000 sec): 3 clusters
  Score: Raw -4133260.953561 + Penalty 3442.309874 = -4129818.643687
  nChanged 2
		SP:Iteration 70Q (7997.090000 sec): 3 clusters
  Score: Raw -4133261.258234 + Penalty 3442.309874 = -4129818.948360
  nChanged 1
		SP:Iteration 71Q (7997.150000 sec): 3 clusters
  Score: Raw -4133261.787536 + Penalty 3442.309874 = -4129819.477662
  nChanged 5
		SP:Iteration 72Q (7997.230000 sec): 3 clusters
  Score: Raw -4133263.818985 + Penalty 3442.309874 = -4129821.509111
  nChanged 4
		SP:Iteration 73Q (7997.300000 sec): 3 clusters
  Score: Raw -4133265.299192 + Penalty 3442.309874 = -4129822.989318
  nChanged 5
		SP:Iteration 74Q (7997.370000 sec): 3 clusters
  Score: Raw -4133267.295146 + Penalty 3442.309874 = -4129824.985272
  nChanged 3
		SP:Iteration 75Q (7997.440000 sec): 3 clusters
  Score: Raw -4133268.364183 + Penalty 3442.309874 = -4129826.054309
  nChanged 1
		SP:Iteration 76Q (7997.510000 sec): 3 clusters
  Score: Raw -4133268.668997 + Penalty 3442.309874 = -4129826.359123
  nChanged 0
		SP:Iteration 77F (7997.610000 sec): 3 clusters
  Score: Raw -4133268.668997 + Penalty 3442.309874 = -4129826.359123
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.660000 sec): 2 clusters
  Score: Raw -1219446.585580 + Penalty 1523.892836 = -1217922.692744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7997.690000 sec): 3 clusters
  Score: Raw -1212643.833553 + Penalty 3047.785671 = -1209596.047882
  nChanged 5108
		SP:Iteration 1F (7997.710000 sec): 3 clusters
  Score: Raw -1215308.897066 + Penalty 3047.785671 = -1212261.111395
  nChanged 649
		SP:Iteration 2F (7997.750000 sec): 3 clusters
  Score: Raw -1215527.785100 + Penalty 3047.785671 = -1212479.999429
  nChanged 510
		SP:Iteration 3Q (7997.770000 sec): 3 clusters
  Score: Raw -1215686.660361 + Penalty 3047.785671 = -1212638.874689
  nChanged 423
		SP:Iteration 4Q (7997.800000 sec): 3 clusters
  Score: Raw -1215806.979187 + Penalty 3047.785671 = -1212759.193515
  nChanged 378
		SP:Iteration 5Q (7997.830000 sec): 3 clusters
  Score: Raw -1215905.669018 + Penalty 3047.785671 = -1212857.883347
  nChanged 294
		SP:Iteration 6Q (7997.860000 sec): 3 clusters
  Score: Raw -1215999.704639 + Penalty 3047.785671 = -1212951.918968
  nChanged 338
		SP:Iteration 7Q (7997.890000 sec): 3 clusters
  Score: Raw -1216103.312704 + Penalty 3047.785671 = -1213055.527032
  nChanged 314
		SP:Iteration 8Q (7997.910000 sec): 3 clusters
  Score: Raw -1216203.868512 + Penalty 3047.785671 = -1213156.082841
  nChanged 339
		SP:Iteration 9Q (7997.940000 sec): 3 clusters
  Score: Raw -1216330.015162 + Penalty 3047.785671 = -1213282.229490
  nChanged 384
		SP:Iteration 10Q (7997.970000 sec): 3 clusters
  Score: Raw -1216486.617502 + Penalty 3047.785671 = -1213438.831830
  nChanged 461
		SP:Iteration 11Q (7998.000000 sec): 3 clusters
  Score: Raw -1216699.656257 + Penalty 3047.785671 = -1213651.870586
  nChanged 505
		SP:Iteration 12Q (7998.030000 sec): 3 clusters
  Score: Raw -1216966.573324 + Penalty 3047.785671 = -1213918.787653
  nChanged 590
		SP:Iteration 13Q (7998.050000 sec): 3 clusters
  Score: Raw -1217337.390031 + Penalty 3047.785671 = -1214289.604360
  nChanged 631
		SP:Iteration 14F (7998.080000 sec): 3 clusters
  Score: Raw -1217794.803560 + Penalty 3047.785671 = -1214747.017888
  nChanged 614
		SP:Iteration 15F (7998.110000 sec): 3 clusters
  Score: Raw -1218275.251334 + Penalty 3047.785671 = -1215227.465663
  nChanged 510
		SP:Iteration 16Q (7998.140000 sec): 3 clusters
  Score: Raw -1218675.539188 + Penalty 3047.785671 = -1215627.753516
  nChanged 395
		SP:Iteration 17Q (7998.170000 sec): 3 clusters
  Score: Raw -1218992.956564 + Penalty 3047.785671 = -1215945.170893
  nChanged 279
		SP:Iteration 18Q (7998.190000 sec): 3 clusters
  Score: Raw -1219232.627213 + Penalty 3047.785671 = -1216184.841542
  nChanged 178
		SP:Iteration 19Q (7998.210000 sec): 3 clusters
  Score: Raw -1219394.857293 + Penalty 3047.785671 = -1216347.071622
  nChanged 111
		SP:Iteration 20F (7998.240000 sec): 3 clusters
  Score: Raw -1219496.738605 + Penalty 3047.785671 = -1216448.952934
  nChanged 54
		SP:Iteration 21Q (7998.270000 sec): 3 clusters
  Score: Raw -1219542.582391 + Penalty 3047.785671 = -1216494.796720
  nChanged 33
		SP:Iteration 22Q (7998.290000 sec): 3 clusters
  Score: Raw -1219570.799513 + Penalty 3047.785671 = -1216523.013841
  nChanged 23
		SP:Iteration 23Q (7998.310000 sec): 3 clusters
  Score: Raw -1219591.041289 + Penalty 3047.785671 = -1216543.255617
  nChanged 13
		SP:Iteration 24Q (7998.330000 sec): 3 clusters
  Score: Raw -1219603.404983 + Penalty 3047.785671 = -1216555.619311
  nChanged 14
		SP:Iteration 25Q (7998.350000 sec): 3 clusters
  Score: Raw -1219617.543935 + Penalty 3047.785671 = -1216569.758264
  nChanged 16
		SP:Iteration 26Q (7998.370000 sec): 3 clusters
  Score: Raw -1219631.320000 + Penalty 3047.785671 = -1216583.534329
  nChanged 9
		SP:Iteration 27Q (7998.390000 sec): 3 clusters
  Score: Raw -1219636.379341 + Penalty 3047.785671 = -1216588.593669
  nChanged 3
		SP:Iteration 28Q (7998.410000 sec): 3 clusters
  Score: Raw -1219638.168921 + Penalty 3047.785671 = -1216590.383250
  nChanged 2
		SP:Iteration 29Q (7998.430000 sec): 3 clusters
  Score: Raw -1219640.231351 + Penalty 3047.785671 = -1216592.445680
  nChanged 3
		SP:Iteration 30Q (7998.450000 sec): 3 clusters
  Score: Raw -1219643.703136 + Penalty 3047.785671 = -1216595.917464
  nChanged 8
		SP:Iteration 31Q (7998.470000 sec): 3 clusters
  Score: Raw -1219651.607270 + Penalty 3047.785671 = -1216603.821599
  nChanged 5
		SP:Iteration 32Q (7998.490000 sec): 3 clusters
  Score: Raw -1219656.774991 + Penalty 3047.785671 = -1216608.989319
  nChanged 4
		SP:Iteration 33Q (7998.510000 sec): 3 clusters
  Score: Raw -1219660.851898 + Penalty 3047.785671 = -1216613.066226
  nChanged 5
		SP:Iteration 34Q (7998.530000 sec): 3 clusters
  Score: Raw -1219666.455787 + Penalty 3047.785671 = -1216618.670116
  nChanged 9
		SP:Iteration 35Q (7998.550000 sec): 3 clusters
  Score: Raw -1219677.354207 + Penalty 3047.785671 = -1216629.568536
  nChanged 2
		SP:Iteration 36Q (7998.570000 sec): 3 clusters
  Score: Raw -1219678.747741 + Penalty 3047.785671 = -1216630.962070
  nChanged 0
		SP:Iteration 37F (7998.600000 sec): 3 clusters
  Score: Raw -1219678.747741 + Penalty 3047.785671 = -1216630.962070
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (32815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7998.700000 sec): 2 clusters
  Score: Raw -3397006.510978 + Penalty 1689.779164 = -3395316.731815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.780000 sec): 3 clusters
  Score: Raw -3376513.578392 + Penalty 3379.558327 = -3373134.020065
  nChanged 15275
		SP:Iteration 1F (7998.860000 sec): 3 clusters
  Score: Raw -3385211.854446 + Penalty 3379.558327 = -3381832.296119
  nChanged 1341
		SP:Iteration 2Q (7998.950000 sec): 3 clusters
  Score: Raw -3385623.207193 + Penalty 3379.558327 = -3382243.648865
  nChanged 1321
		SP:Iteration 3Q (7999.030000 sec): 3 clusters
  Score: Raw -3386054.840400 + Penalty 3379.558327 = -3382675.282072
  nChanged 1333
		SP:Iteration 4Q (7999.120000 sec): 3 clusters
  Score: Raw -3386505.589171 + Penalty 3379.558327 = -3383126.030844
  nChanged 1341
		SP:Iteration 5Q (7999.200000 sec): 3 clusters
  Score: Raw -3387005.846804 + Penalty 3379.558327 = -3383626.288477
  nChanged 1383
		SP:Iteration 6Q (7999.290000 sec): 3 clusters
  Score: Raw -3387566.571446 + Penalty 3379.558327 = -3384187.013119
  nChanged 1354
		SP:Iteration 7Q (7999.370000 sec): 3 clusters
  Score: Raw -3388111.013263 + Penalty 3379.558327 = -3384731.454936
  nChanged 1329
		SP:Iteration 8Q (7999.460000 sec): 3 clusters
  Score: Raw -3388662.478890 + Penalty 3379.558327 = -3385282.920563
  nChanged 1286
		SP:Iteration 9Q (7999.540000 sec): 3 clusters
  Score: Raw -3389212.096027 + Penalty 3379.558327 = -3385832.537700
  nChanged 1291
		SP:Iteration 10Q (7999.630000 sec): 3 clusters
  Score: Raw -3389781.075723 + Penalty 3379.558327 = -3386401.517396
  nChanged 1274
		SP:Iteration 11Q (7999.710000 sec): 3 clusters
  Score: Raw -3390375.442847 + Penalty 3379.558327 = -3386995.884520
  nChanged 1218
		SP:Iteration 12Q (7999.790000 sec): 3 clusters
  Score: Raw -3390950.976862 + Penalty 3379.558327 = -3387571.418535
  nChanged 1170
		SP:Iteration 13Q (7999.880000 sec): 3 clusters
  Score: Raw -3391499.024233 + Penalty 3379.558327 = -3388119.465905
  nChanged 1100
		SP:Iteration 14Q (7999.960000 sec): 3 clusters
  Score: Raw -3391979.030011 + Penalty 3379.558327 = -3388599.471684
  nChanged 941
		SP:Iteration 15Q (8000.040000 sec): 3 clusters
  Score: Raw -3392377.117793 + Penalty 3379.558327 = -3388997.559466
  nChanged 862
		SP:Iteration 16Q (8000.120000 sec): 3 clusters
  Score: Raw -3392740.048598 + Penalty 3379.558327 = -3389360.490271
  nChanged 798
		SP:Iteration 17Q (8000.200000 sec): 3 clusters
  Score: Raw -3393050.660463 + Penalty 3379.558327 = -3389671.102136
  nChanged 667
		SP:Iteration 18Q (8000.280000 sec): 3 clusters
  Score: Raw -3393287.676911 + Penalty 3379.558327 = -3389908.118584
  nChanged 578
		SP:Iteration 19Q (8000.350000 sec): 3 clusters
  Score: Raw -3393481.562467 + Penalty 3379.558327 = -3390102.004139
  nChanged 550
		SP:Iteration 20F (8000.430000 sec): 3 clusters
  Score: Raw -3393683.669258 + Penalty 3379.558327 = -3390304.110931
  nChanged 555
		SP:Iteration 21Q (8000.510000 sec): 3 clusters
  Score: Raw -3393903.094986 + Penalty 3379.558327 = -3390523.536658
  nChanged 581
		SP:Iteration 22Q (8000.590000 sec): 3 clusters
  Score: Raw -3394124.762454 + Penalty 3379.558327 = -3390745.204127
  nChanged 546
		SP:Iteration 23Q (8000.660000 sec): 3 clusters
  Score: Raw -3394343.508791 + Penalty 3379.558327 = -3390963.950464
  nChanged 529
		SP:Iteration 24Q (8000.730000 sec): 3 clusters
  Score: Raw -3394563.209843 + Penalty 3379.558327 = -3391183.651515
  nChanged 530
		SP:Iteration 25Q (8000.800000 sec): 3 clusters
  Score: Raw -3394790.513563 + Penalty 3379.558327 = -3391410.955236
  nChanged 510
		SP:Iteration 26Q (8000.870000 sec): 3 clusters
  Score: Raw -3395010.478726 + Penalty 3379.558327 = -3391630.920399
  nChanged 484
		SP:Iteration 27Q (8000.940000 sec): 3 clusters
  Score: Raw -3395232.056821 + Penalty 3379.558327 = -3391852.498494
  nChanged 480
		SP:Iteration 28Q (8001.010000 sec): 3 clusters
  Score: Raw -3395463.124537 + Penalty 3379.558327 = -3392083.566209
  nChanged 448
		SP:Iteration 29Q (8001.080000 sec): 3 clusters
  Score: Raw -3395681.916924 + Penalty 3379.558327 = -3392302.358597
  nChanged 409
		SP:Iteration 30Q (8001.140000 sec): 3 clusters
  Score: Raw -3395891.157280 + Penalty 3379.558327 = -3392511.598953
  nChanged 368
		SP:Iteration 31Q (8001.210000 sec): 3 clusters
  Score: Raw -3396077.513626 + Penalty 3379.558327 = -3392697.955298
  nChanged 354
		SP:Iteration 32Q (8001.270000 sec): 3 clusters
  Score: Raw -3396261.933002 + Penalty 3379.558327 = -3392882.374675
  nChanged 321
		SP:Iteration 33Q (8001.330000 sec): 3 clusters
  Score: Raw -3396438.645276 + Penalty 3379.558327 = -3393059.086949
  nChanged 275
		SP:Iteration 34Q (8001.400000 sec): 3 clusters
  Score: Raw -3396593.677255 + Penalty 3379.558327 = -3393214.118927
  nChanged 217
		SP:Iteration 35Q (8001.460000 sec): 3 clusters
  Score: Raw -3396723.418077 + Penalty 3379.558327 = -3393343.859749
  nChanged 194
		SP:Iteration 36Q (8001.520000 sec): 3 clusters
  Score: Raw -3396839.301816 + Penalty 3379.558327 = -3393459.743488
  nChanged 161
		SP:Iteration 37Q (8001.580000 sec): 3 clusters
  Score: Raw -3396940.791928 + Penalty 3379.558327 = -3393561.233601
  nChanged 111
		SP:Iteration 38Q (8001.640000 sec): 3 clusters
  Score: Raw -3396998.813951 + Penalty 3379.558327 = -3393619.255624
  nChanged 85
		SP:Iteration 39Q (8001.690000 sec): 3 clusters
  Score: Raw -3397041.227628 + Penalty 3379.558327 = -3393661.669301
  nChanged 58
		SP:Iteration 40F (8001.780000 sec): 3 clusters
  Score: Raw -3397076.952793 + Penalty 3379.558327 = -3393697.394466
  nChanged 54
		SP:Iteration 41Q (8001.830000 sec): 3 clusters
  Score: Raw -3397106.126443 + Penalty 3379.558327 = -3393726.568116
  nChanged 49
		SP:Iteration 42Q (8001.890000 sec): 3 clusters
  Score: Raw -3397133.441146 + Penalty 3379.558327 = -3393753.882819
  nChanged 39
		SP:Iteration 43Q (8001.950000 sec): 3 clusters
  Score: Raw -3397154.204139 + Penalty 3379.558327 = -3393774.645812
  nChanged 40
		SP:Iteration 44Q (8002.010000 sec): 3 clusters
  Score: Raw -3397177.944013 + Penalty 3379.558327 = -3393798.385686
  nChanged 32
		SP:Iteration 45Q (8002.070000 sec): 3 clusters
  Score: Raw -3397200.944966 + Penalty 3379.558327 = -3393821.386639
  nChanged 32
		SP:Iteration 46Q (8002.130000 sec): 3 clusters
  Score: Raw -3397222.862047 + Penalty 3379.558327 = -3393843.303720
  nChanged 21
		SP:Iteration 47Q (8002.180000 sec): 3 clusters
  Score: Raw -3397234.902017 + Penalty 3379.558327 = -3393855.343690
  nChanged 19
		SP:Iteration 48Q (8002.240000 sec): 3 clusters
  Score: Raw -3397246.918841 + Penalty 3379.558327 = -3393867.360514
  nChanged 16
		SP:Iteration 49Q (8002.300000 sec): 3 clusters
  Score: Raw -3397256.982305 + Penalty 3379.558327 = -3393877.423978
  nChanged 15
		SP:Iteration 50Q (8002.360000 sec): 3 clusters
  Score: Raw -3397267.054429 + Penalty 3379.558327 = -3393887.496102
  nChanged 14
		SP:Iteration 51Q (8002.410000 sec): 3 clusters
  Score: Raw -3397275.103675 + Penalty 3379.558327 = -3393895.545348
  nChanged 9
		SP:Iteration 52Q (8002.470000 sec): 3 clusters
  Score: Raw -3397279.074611 + Penalty 3379.558327 = -3393899.516283
  nChanged 8
		SP:Iteration 53Q (8002.530000 sec): 3 clusters
  Score: Raw -3397282.939627 + Penalty 3379.558327 = -3393903.381300
  nChanged 8
		SP:Iteration 54Q (8002.590000 sec): 3 clusters
  Score: Raw -3397286.363047 + Penalty 3379.558327 = -3393906.804719
  nChanged 7
		SP:Iteration 55Q (8002.640000 sec): 3 clusters
  Score: Raw -3397290.116636 + Penalty 3379.558327 = -3393910.558309
  nChanged 3
		SP:Iteration 56Q (8002.700000 sec): 3 clusters
  Score: Raw -3397292.163879 + Penalty 3379.558327 = -3393912.605552
  nChanged 2
		SP:Iteration 57Q (8002.750000 sec): 3 clusters
  Score: Raw -3397293.330772 + Penalty 3379.558327 = -3393913.772445
  nChanged 3
		SP:Iteration 58Q (8002.810000 sec): 3 clusters
  Score: Raw -3397295.503360 + Penalty 3379.558327 = -3393915.945032
  nChanged 2
		SP:Iteration 59Q (8002.870000 sec): 3 clusters
  Score: Raw -3397296.193205 + Penalty 3379.558327 = -3393916.634878
  nChanged 1
		SP:Iteration 60F (8002.950000 sec): 3 clusters
  Score: Raw -3397296.627079 + Penalty 3379.558327 = -3393917.068752
  nChanged 1
		SP:Iteration 61Q (8003.010000 sec): 3 clusters
  Score: Raw -3397297.260276 + Penalty 3379.558327 = -3393917.701948
  nChanged 0
		SP:Iteration 62F (8003.090000 sec): 3 clusters
  Score: Raw -3397297.260276 + Penalty 3379.558327 = -3393917.701948
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8003.110000 sec): 2 clusters
  Score: Raw -128572.673664 + Penalty 1171.637940 = -127401.035725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8003.110000 sec): 3 clusters
  Score: Raw -128075.610485 + Penalty 2343.275879 = -125732.334605
  nChanged 462
		SP:Iteration 1F (8003.120000 sec): 3 clusters
  Score: Raw -128399.040061 + Penalty 2343.275879 = -126055.764181
  nChanged 97
		SP:Iteration 2F (8003.120000 sec): 3 clusters
  Score: Raw -128474.481017 + Penalty 2343.275879 = -126131.205138
  nChanged 65
		SP:Iteration 3Q (8003.130000 sec): 3 clusters
  Score: Raw -128538.466428 + Penalty 2343.275879 = -126195.190549
  nChanged 45
		SP:Iteration 4Q (8003.130000 sec): 3 clusters
  Score: Raw -128570.983005 + Penalty 2343.275879 = -126227.707126
  nChanged 35
		SP:Iteration 5Q (8003.130000 sec): 3 clusters
  Score: Raw -128595.907353 + Penalty 2343.275879 = -126252.631474
  nChanged 23
		SP:Iteration 6Q (8003.130000 sec): 3 clusters
  Score: Raw -128613.316156 + Penalty 2343.275879 = -126270.040277
  nChanged 12
		SP:Iteration 7Q (8003.140000 sec): 3 clusters
  Score: Raw -128619.287079 + Penalty 2343.275879 = -126276.011200
  nChanged 7
		SP:Iteration 8Q (8003.140000 sec): 3 clusters
  Score: Raw -128623.437682 + Penalty 2343.275879 = -126280.161803
  nChanged 11
		SP:Iteration 9Q (8003.140000 sec): 3 clusters
  Score: Raw -128632.792148 + Penalty 2343.275879 = -126289.516269
  nChanged 11
		SP:Iteration 10Q (8003.150000 sec): 3 clusters
  Score: Raw -128638.523097 + Penalty 2343.275879 = -126295.247218
  nChanged 5
		SP:Iteration 11Q (8003.150000 sec): 3 clusters
  Score: Raw -128642.748846 + Penalty 2343.275879 = -126299.472967
  nChanged 4
		SP:Iteration 12Q (8003.150000 sec): 3 clusters
  Score: Raw -128646.209416 + Penalty 2343.275879 = -126302.933537
  nChanged 4
		SP:Iteration 13Q (8003.160000 sec): 3 clusters
  Score: Raw -128648.532371 + Penalty 2343.275879 = -126305.256492
  nChanged 4
		SP:Iteration 14Q (8003.160000 sec): 3 clusters
  Score: Raw -128651.606772 + Penalty 2343.275879 = -126308.330893
  nChanged 2
		SP:Iteration 15Q (8003.160000 sec): 3 clusters
  Score: Raw -128652.349973 + Penalty 2343.275879 = -126309.074093
  nChanged 0
		SP:Iteration 16F (8003.170000 sec): 3 clusters
  Score: Raw -128652.349973 + Penalty 2343.275879 = -126309.074093
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8003.180000 sec): 2 clusters
  Score: Raw -323227.759632 + Penalty 1325.106278 = -321902.653353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8003.190000 sec): 3 clusters
  Score: Raw -321538.930463 + Penalty 2650.212557 = -318888.717906
  nChanged 1348
		SP:Iteration 1F (8003.190000 sec): 3 clusters
  Score: Raw -322379.751348 + Penalty 2650.212557 = -319729.538791
  nChanged 298
		SP:Iteration 2F (8003.200000 sec): 3 clusters
  Score: Raw -322615.065754 + Penalty 2650.212557 = -319964.853197
  nChanged 229
		SP:Iteration 3F (8003.210000 sec): 3 clusters
  Score: Raw -322795.452161 + Penalty 2650.212557 = -320145.239604
  nChanged 182
		SP:Iteration 4F (8003.220000 sec): 3 clusters
  Score: Raw -322923.819200 + Penalty 2650.212557 = -320273.606644
  nChanged 135
		SP:Iteration 5Q (8003.230000 sec): 3 clusters
  Score: Raw -323008.378218 + Penalty 2650.212557 = -320358.165661
  nChanged 119
		SP:Iteration 6Q (8003.230000 sec): 3 clusters
  Score: Raw -323084.140150 + Penalty 2650.212557 = -320433.927593
  nChanged 106
		SP:Iteration 7Q (8003.240000 sec): 3 clusters
  Score: Raw -323147.979358 + Penalty 2650.212557 = -320497.766801
  nChanged 82
		SP:Iteration 8Q (8003.250000 sec): 3 clusters
  Score: Raw -323203.571845 + Penalty 2650.212557 = -320553.359288
  nChanged 84
		SP:Iteration 9Q (8003.260000 sec): 3 clusters
  Score: Raw -323261.105901 + Penalty 2650.212557 = -320610.893344
  nChanged 78
		SP:Iteration 10Q (8003.270000 sec): 3 clusters
  Score: Raw -323320.400059 + Penalty 2650.212557 = -320670.187502
  nChanged 78
		SP:Iteration 11Q (8003.270000 sec): 3 clusters
  Score: Raw -323382.792524 + Penalty 2650.212557 = -320732.579967
  nChanged 79
		SP:Iteration 12Q (8003.280000 sec): 3 clusters
  Score: Raw -323441.086882 + Penalty 2650.212557 = -320790.874325
  nChanged 74
		SP:Iteration 13Q (8003.290000 sec): 3 clusters
  Score: Raw -323496.991519 + Penalty 2650.212557 = -320846.778962
  nChanged 62
		SP:Iteration 14Q (8003.300000 sec): 3 clusters
  Score: Raw -323547.333883 + Penalty 2650.212557 = -320897.121326
  nChanged 62
		SP:Iteration 15Q (8003.310000 sec): 3 clusters
  Score: Raw -323599.599334 + Penalty 2650.212557 = -320949.386777
  nChanged 43
		SP:Iteration 16Q (8003.310000 sec): 3 clusters
  Score: Raw -323628.537248 + Penalty 2650.212557 = -320978.324691
  nChanged 44
		SP:Iteration 17Q (8003.320000 sec): 3 clusters
  Score: Raw -323661.865338 + Penalty 2650.212557 = -321011.652781
  nChanged 48
		SP:Iteration 18Q (8003.330000 sec): 3 clusters
  Score: Raw -323704.145535 + Penalty 2650.212557 = -321053.932978
  nChanged 48
		SP:Iteration 19Q (8003.330000 sec): 3 clusters
  Score: Raw -323744.336010 + Penalty 2650.212557 = -321094.123453
  nChanged 48
		SP:Iteration 20F (8003.340000 sec): 3 clusters
  Score: Raw -323788.852069 + Penalty 2650.212557 = -321138.639512
  nChanged 46
		SP:Iteration 21Q (8003.350000 sec): 3 clusters
  Score: Raw -323814.605628 + Penalty 2650.212557 = -321164.393071
  nChanged 27
		SP:Iteration 22Q (8003.350000 sec): 3 clusters
  Score: Raw -323825.651755 + Penalty 2650.212557 = -321175.439198
  nChanged 20
		SP:Iteration 23Q (8003.360000 sec): 3 clusters
  Score: Raw -323836.817075 + Penalty 2650.212557 = -321186.604518
  nChanged 9
		SP:Iteration 24Q (8003.370000 sec): 3 clusters
  Score: Raw -323840.838673 + Penalty 2650.212557 = -321190.626116
  nChanged 7
		SP:Iteration 25Q (8003.370000 sec): 3 clusters
  Score: Raw -323842.825283 + Penalty 2650.212557 = -321192.612726
  nChanged 5
		SP:Iteration 26Q (8003.380000 sec): 3 clusters
  Score: Raw -323844.520547 + Penalty 2650.212557 = -321194.307990
  nChanged 8
		SP:Iteration 27Q (8003.390000 sec): 3 clusters
  Score: Raw -323847.165465 + Penalty 2650.212557 = -321196.952908
  nChanged 6
		SP:Iteration 28Q (8003.400000 sec): 3 clusters
  Score: Raw -323849.267357 + Penalty 2650.212557 = -321199.054800
  nChanged 8
		SP:Iteration 29Q (8003.400000 sec): 3 clusters
  Score: Raw -323851.819781 + Penalty 2650.212557 = -321201.607224
  nChanged 6
		SP:Iteration 30Q (8003.410000 sec): 3 clusters
  Score: Raw -323853.964512 + Penalty 2650.212557 = -321203.751956
  nChanged 8
		SP:Iteration 31Q (8003.420000 sec): 3 clusters
  Score: Raw -323856.594192 + Penalty 2650.212557 = -321206.381635
  nChanged 3
		SP:Iteration 32Q (8003.420000 sec): 3 clusters
  Score: Raw -323857.915066 + Penalty 2650.212557 = -321207.702509
  nChanged 4
		SP:Iteration 33Q (8003.430000 sec): 3 clusters
  Score: Raw -323859.019818 + Penalty 2650.212557 = -321208.807261
  nChanged 1
		SP:Iteration 34Q (8003.440000 sec): 3 clusters
  Score: Raw -323859.531166 + Penalty 2650.212557 = -321209.318610
  nChanged 0
		SP:Iteration 35F (8003.450000 sec): 3 clusters
  Score: Raw -323859.531166 + Penalty 2650.212557 = -321209.318610
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8003.510000 sec): 2 clusters
  Score: Raw -2108420.776742 + Penalty 1615.869681 = -2106804.907061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8003.560000 sec): 3 clusters
  Score: Raw -2095899.039067 + Penalty 3231.739363 = -2092667.299704
  nChanged 9368
		SP:Iteration 1F (8003.610000 sec): 3 clusters
  Score: Raw -2101261.748483 + Penalty 3231.739363 = -2098030.009121
  nChanged 1109
		SP:Iteration 2F (8003.660000 sec): 3 clusters
  Score: Raw -2101748.495037 + Penalty 3231.739363 = -2098516.755674
  nChanged 1076
		SP:Iteration 3F (8003.710000 sec): 3 clusters
  Score: Raw -2102275.631880 + Penalty 3231.739363 = -2099043.892517
  nChanged 1033
		SP:Iteration 4Q (8003.760000 sec): 3 clusters
  Score: Raw -2102869.210983 + Penalty 3231.739363 = -2099637.471620
  nChanged 1080
		SP:Iteration 5F (8003.810000 sec): 3 clusters
  Score: Raw -2103545.166321 + Penalty 3231.739363 = -2100313.426958
  nChanged 1071
		SP:Iteration 6F (8003.870000 sec): 3 clusters
  Score: Raw -2104172.769034 + Penalty 3231.739363 = -2100941.029671
  nChanged 970
		SP:Iteration 7Q (8003.920000 sec): 3 clusters
  Score: Raw -2104750.696177 + Penalty 3231.739363 = -2101518.956815
  nChanged 865
		SP:Iteration 8Q (8003.970000 sec): 3 clusters
  Score: Raw -2105247.912200 + Penalty 3231.739363 = -2102016.172837
  nChanged 814
		SP:Iteration 9Q (8004.020000 sec): 3 clusters
  Score: Raw -2105733.940506 + Penalty 3231.739363 = -2102502.201143
  nChanged 764
		SP:Iteration 10Q (8004.070000 sec): 3 clusters
  Score: Raw -2106185.196160 + Penalty 3231.739363 = -2102953.456797
  nChanged 723
		SP:Iteration 11Q (8004.110000 sec): 3 clusters
  Score: Raw -2106606.739322 + Penalty 3231.739363 = -2103374.999959
  nChanged 635
		SP:Iteration 12Q (8004.160000 sec): 3 clusters
  Score: Raw -2106957.371261 + Penalty 3231.739363 = -2103725.631898
  nChanged 597
		SP:Iteration 13Q (8004.210000 sec): 3 clusters
  Score: Raw -2107287.800074 + Penalty 3231.739363 = -2104056.060711
  nChanged 525
		SP:Iteration 14Q (8004.250000 sec): 3 clusters
  Score: Raw -2107577.335679 + Penalty 3231.739363 = -2104345.596316
  nChanged 458
		SP:Iteration 15Q (8004.290000 sec): 3 clusters
  Score: Raw -2107828.878813 + Penalty 3231.739363 = -2104597.139450
  nChanged 382
		SP:Iteration 16Q (8004.340000 sec): 3 clusters
  Score: Raw -2108031.887547 + Penalty 3231.739363 = -2104800.148184
  nChanged 283
		SP:Iteration 17Q (8004.380000 sec): 3 clusters
  Score: Raw -2108167.801158 + Penalty 3231.739363 = -2104936.061795
  nChanged 217
		SP:Iteration 18Q (8004.420000 sec): 3 clusters
  Score: Raw -2108271.757811 + Penalty 3231.739363 = -2105040.018448
  nChanged 167
		SP:Iteration 19Q (8004.460000 sec): 3 clusters
  Score: Raw -2108355.963374 + Penalty 3231.739363 = -2105124.224012
  nChanged 124
		SP:Iteration 20F (8004.510000 sec): 3 clusters
  Score: Raw -2108411.155078 + Penalty 3231.739363 = -2105179.415716
  nChanged 100
		SP:Iteration 21Q (8004.550000 sec): 3 clusters
  Score: Raw -2108459.849978 + Penalty 3231.739363 = -2105228.110615
  nChanged 92
		SP:Iteration 22Q (8004.590000 sec): 3 clusters
  Score: Raw -2108501.529400 + Penalty 3231.739363 = -2105269.790037
  nChanged 68
		SP:Iteration 23Q (8004.630000 sec): 3 clusters
  Score: Raw -2108530.171472 + Penalty 3231.739363 = -2105298.432110
  nChanged 56
		SP:Iteration 24Q (8004.670000 sec): 3 clusters
  Score: Raw -2108558.702702 + Penalty 3231.739363 = -2105326.963339
  nChanged 60
		SP:Iteration 25Q (8004.710000 sec): 3 clusters
  Score: Raw -2108590.203374 + Penalty 3231.739363 = -2105358.464011
  nChanged 46
		SP:Iteration 26Q (8004.740000 sec): 3 clusters
  Score: Raw -2108612.788280 + Penalty 3231.739363 = -2105381.048917
  nChanged 32
		SP:Iteration 27Q (8004.780000 sec): 3 clusters
  Score: Raw -2108626.083646 + Penalty 3231.739363 = -2105394.344283
  nChanged 20
		SP:Iteration 28Q (8004.820000 sec): 3 clusters
  Score: Raw -2108635.815513 + Penalty 3231.739363 = -2105404.076150
  nChanged 20
		SP:Iteration 29Q (8004.860000 sec): 3 clusters
  Score: Raw -2108643.270082 + Penalty 3231.739363 = -2105411.530719
  nChanged 12
		SP:Iteration 30Q (8004.890000 sec): 3 clusters
  Score: Raw -2108649.812488 + Penalty 3231.739363 = -2105418.073125
  nChanged 10
		SP:Iteration 31Q (8004.930000 sec): 3 clusters
  Score: Raw -2108654.997134 + Penalty 3231.739363 = -2105423.257771
  nChanged 13
		SP:Iteration 32Q (8004.970000 sec): 3 clusters
  Score: Raw -2108661.778385 + Penalty 3231.739363 = -2105430.039022
  nChanged 14
		SP:Iteration 33Q (8005.010000 sec): 3 clusters
  Score: Raw -2108666.285540 + Penalty 3231.739363 = -2105434.546177
  nChanged 8
		SP:Iteration 34Q (8005.050000 sec): 3 clusters
  Score: Raw -2108669.777873 + Penalty 3231.739363 = -2105438.038510
  nChanged 8
		SP:Iteration 35Q (8005.080000 sec): 3 clusters
  Score: Raw -2108673.345109 + Penalty 3231.739363 = -2105441.605746
  nChanged 8
		SP:Iteration 36Q (8005.120000 sec): 3 clusters
  Score: Raw -2108675.890688 + Penalty 3231.739363 = -2105444.151325
  nChanged 6
		SP:Iteration 37Q (8005.160000 sec): 3 clusters
  Score: Raw -2108677.379652 + Penalty 3231.739363 = -2105445.640289
  nChanged 2
		SP:Iteration 38Q (8005.190000 sec): 3 clusters
  Score: Raw -2108678.730251 + Penalty 3231.739363 = -2105446.990888
  nChanged 4
		SP:Iteration 39Q (8005.230000 sec): 3 clusters
  Score: Raw -2108680.051053 + Penalty 3231.739363 = -2105448.311690
  nChanged 3
		SP:Iteration 40F (8005.280000 sec): 3 clusters
  Score: Raw -2108681.697119 + Penalty 3231.739363 = -2105449.957756
  nChanged 1
		SP:Iteration 41Q (8005.320000 sec): 3 clusters
  Score: Raw -2108682.300724 + Penalty 3231.739363 = -2105450.561361
  nChanged 2
		SP:Iteration 42Q (8005.360000 sec): 3 clusters
  Score: Raw -2108683.162628 + Penalty 3231.739363 = -2105451.423265
  nChanged 3
		SP:Iteration 43Q (8005.390000 sec): 3 clusters
  Score: Raw -2108684.591154 + Penalty 3231.739363 = -2105452.851791
  nChanged 1
		SP:Iteration 44Q (8005.430000 sec): 3 clusters
  Score: Raw -2108685.040399 + Penalty 3231.739363 = -2105453.301036
  nChanged 0
		SP:Iteration 45F (8005.480000 sec): 3 clusters
  Score: Raw -2108685.040399 + Penalty 3231.739363 = -2105453.301036
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8005.510000 sec): 2 clusters
  Score: Raw -891672.152441 + Penalty 1476.442018 = -890195.710422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8005.530000 sec): 3 clusters
  Score: Raw -886755.798775 + Penalty 2952.884037 = -883802.914738
  nChanged 3823
		SP:Iteration 1F (8005.560000 sec): 3 clusters
  Score: Raw -888905.418600 + Penalty 2952.884037 = -885952.534563
  nChanged 605
		SP:Iteration 2F (8005.580000 sec): 3 clusters
  Score: Raw -889210.687173 + Penalty 2952.884037 = -886257.803136
  nChanged 508
		SP:Iteration 3F (8005.600000 sec): 3 clusters
  Score: Raw -889479.415561 + Penalty 2952.884037 = -886526.531524
  nChanged 487
		SP:Iteration 4F (8005.620000 sec): 3 clusters
  Score: Raw -889763.241610 + Penalty 2952.884037 = -886810.357573
  nChanged 482
		SP:Iteration 5F (8005.640000 sec): 3 clusters
  Score: Raw -890063.598008 + Penalty 2952.884037 = -887110.713971
  nChanged 452
		SP:Iteration 6F (8005.660000 sec): 3 clusters
  Score: Raw -890345.649883 + Penalty 2952.884037 = -887392.765846
  nChanged 389
		SP:Iteration 7Q (8005.680000 sec): 3 clusters
  Score: Raw -890594.813491 + Penalty 2952.884037 = -887641.929454
  nChanged 379
		SP:Iteration 8Q (8005.710000 sec): 3 clusters
  Score: Raw -890844.902189 + Penalty 2952.884037 = -887892.018152
  nChanged 328
		SP:Iteration 9Q (8005.730000 sec): 3 clusters
  Score: Raw -891060.767033 + Penalty 2952.884037 = -888107.882996
  nChanged 279
		SP:Iteration 10Q (8005.750000 sec): 3 clusters
  Score: Raw -891253.338011 + Penalty 2952.884037 = -888300.453974
  nChanged 260
		SP:Iteration 11Q (8005.770000 sec): 3 clusters
  Score: Raw -891456.682635 + Penalty 2952.884037 = -888503.798598
  nChanged 225
		SP:Iteration 12Q (8005.790000 sec): 3 clusters
  Score: Raw -891642.695625 + Penalty 2952.884037 = -888689.811588
  nChanged 198
		SP:Iteration 13Q (8005.810000 sec): 3 clusters
  Score: Raw -891828.217673 + Penalty 2952.884037 = -888875.333636
  nChanged 168
		SP:Iteration 14Q (8005.830000 sec): 3 clusters
  Score: Raw -891997.926325 + Penalty 2952.884037 = -889045.042288
  nChanged 163
		SP:Iteration 15Q (8005.850000 sec): 3 clusters
  Score: Raw -892142.037164 + Penalty 2952.884037 = -889189.153127
  nChanged 110
		SP:Iteration 16Q (8005.870000 sec): 3 clusters
  Score: Raw -892225.925001 + Penalty 2952.884037 = -889273.040964
  nChanged 84
		SP:Iteration 17Q (8005.890000 sec): 3 clusters
  Score: Raw -892280.096917 + Penalty 2952.884037 = -889327.212880
  nChanged 69
		SP:Iteration 18Q (8005.900000 sec): 3 clusters
  Score: Raw -892317.636514 + Penalty 2952.884037 = -889364.752477
  nChanged 42
		SP:Iteration 19Q (8005.920000 sec): 3 clusters
  Score: Raw -892334.412497 + Penalty 2952.884037 = -889381.528460
  nChanged 35
		SP:Iteration 20F (8005.940000 sec): 3 clusters
  Score: Raw -892346.215993 + Penalty 2952.884037 = -889393.331956
  nChanged 26
		SP:Iteration 21Q (8005.960000 sec): 3 clusters
  Score: Raw -892354.513268 + Penalty 2952.884037 = -889401.629231
  nChanged 22
		SP:Iteration 22Q (8005.980000 sec): 3 clusters
  Score: Raw -892362.447441 + Penalty 2952.884037 = -889409.563404
  nChanged 17
		SP:Iteration 23Q (8005.990000 sec): 3 clusters
  Score: Raw -892367.100882 + Penalty 2952.884037 = -889414.216845
  nChanged 10
		SP:Iteration 24Q (8006.010000 sec): 3 clusters
  Score: Raw -892369.448968 + Penalty 2952.884037 = -889416.564931
  nChanged 8
		SP:Iteration 25Q (8006.030000 sec): 3 clusters
  Score: Raw -892370.948262 + Penalty 2952.884037 = -889418.064225
  nChanged 5
		SP:Iteration 26Q (8006.050000 sec): 3 clusters
  Score: Raw -892371.747829 + Penalty 2952.884037 = -889418.863792
  nChanged 3
		SP:Iteration 27Q (8006.060000 sec): 3 clusters
  Score: Raw -892372.522110 + Penalty 2952.884037 = -889419.638073
  nChanged 4
		SP:Iteration 28Q (8006.080000 sec): 3 clusters
  Score: Raw -892373.699441 + Penalty 2952.884037 = -889420.815404
  nChanged 6
		SP:Iteration 29Q (8006.100000 sec): 3 clusters
  Score: Raw -892375.120659 + Penalty 2952.884037 = -889422.236622
  nChanged 5
		SP:Iteration 30Q (8006.110000 sec): 3 clusters
  Score: Raw -892376.722571 + Penalty 2952.884037 = -889423.838534
  nChanged 2
		SP:Iteration 31Q (8006.130000 sec): 3 clusters
  Score: Raw -892377.583076 + Penalty 2952.884037 = -889424.699039
  nChanged 6
		SP:Iteration 32Q (8006.150000 sec): 3 clusters
  Score: Raw -892378.570670 + Penalty 2952.884037 = -889425.686633
  nChanged 4
		SP:Iteration 33Q (8006.170000 sec): 3 clusters
  Score: Raw -892379.180053 + Penalty 2952.884037 = -889426.296016
  nChanged 0
		SP:Iteration 34F (8006.190000 sec): 3 clusters
  Score: Raw -892379.180053 + Penalty 2952.884037 = -889426.296016
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8006.200000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8006.200000 sec): 3 clusters
  Score: Raw -32800.372642 + Penalty 1897.262395 = -30903.110247
  nChanged 68
		SP:Iteration 1F (8006.200000 sec): 3 clusters
  Score: Raw -32925.820691 + Penalty 1897.262395 = -31028.558295
  nChanged 8
		SP:Iteration 2Q (8006.200000 sec): 3 clusters
  Score: Raw -32945.021592 + Penalty 1897.262395 = -31047.759197
  nChanged 7
		SP:Iteration 3Q (8006.200000 sec): 3 clusters
  Score: Raw -32964.370722 + Penalty 1897.262395 = -31067.108327
  nChanged 2
		SP:Iteration 4Q (8006.200000 sec): 3 clusters
  Score: Raw -32974.478940 + Penalty 1897.262395 = -31077.216545
  nChanged 3
		SP:Iteration 5Q (8006.200000 sec): 3 clusters
  Score: Raw -32992.873675 + Penalty 1897.262395 = -31095.611280
  nChanged 5
		SP:Iteration 6Q (8006.200000 sec): 3 clusters
  Score: Raw -33005.849680 + Penalty 1897.262395 = -31108.587285
  nChanged 2
		SP:Iteration 7Q (8006.200000 sec): 3 clusters
  Score: Raw -33012.393545 + Penalty 1897.262395 = -31115.131150
  nChanged 0
		SP:Iteration 8F (8006.210000 sec): 3 clusters
  Score: Raw -33012.393545 + Penalty 1897.262395 = -31115.131150
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8006.240000 sec): 2 clusters
  Score: Raw -1045675.341820 + Penalty 1502.975533 = -1044172.366288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8006.260000 sec): 3 clusters
  Score: Raw -1039832.765669 + Penalty 3005.951065 = -1036826.814604
  nChanged 4527
		SP:Iteration 1F (8006.290000 sec): 3 clusters
  Score: Raw -1042311.375012 + Penalty 3005.951065 = -1039305.423947
  nChanged 546
		SP:Iteration 2F (8006.310000 sec): 3 clusters
  Score: Raw -1042504.478842 + Penalty 3005.951065 = -1039498.527777
  nChanged 408
		SP:Iteration 3Q (8006.330000 sec): 3 clusters
  Score: Raw -1042644.403630 + Penalty 3005.951065 = -1039638.452565
  nChanged 338
		SP:Iteration 4Q (8006.360000 sec): 3 clusters
  Score: Raw -1042780.106102 + Penalty 3005.951065 = -1039774.155037
  nChanged 335
		SP:Iteration 5Q (8006.390000 sec): 3 clusters
  Score: Raw -1042925.387726 + Penalty 3005.951065 = -1039919.436661
  nChanged 377
		SP:Iteration 6Q (8006.410000 sec): 3 clusters
  Score: Raw -1043131.449136 + Penalty 3005.951065 = -1040125.498070
  nChanged 466
		SP:Iteration 7Q (8006.430000 sec): 3 clusters
  Score: Raw -1043434.309106 + Penalty 3005.951065 = -1040428.358041
  nChanged 536
		SP:Iteration 8F (8006.450000 sec): 3 clusters
  Score: Raw -1043858.420114 + Penalty 3005.951065 = -1040852.469049
  nChanged 581
		SP:Iteration 9F (8006.480000 sec): 3 clusters
  Score: Raw -1044390.725425 + Penalty 3005.951065 = -1041384.774360
  nChanged 667
		SP:Iteration 10F (8006.510000 sec): 3 clusters
  Score: Raw -1045015.627969 + Penalty 3005.951065 = -1042009.676904
  nChanged 626
		SP:Iteration 11F (8006.530000 sec): 3 clusters
  Score: Raw -1045552.852843 + Penalty 3005.951065 = -1042546.901778
  nChanged 463
		SP:Iteration 12Q (8006.550000 sec): 3 clusters
  Score: Raw -1045907.088789 + Penalty 3005.951065 = -1042901.137724
  nChanged 366
		SP:Iteration 13Q (8006.570000 sec): 3 clusters
  Score: Raw -1046157.596411 + Penalty 3005.951065 = -1043151.645346
  nChanged 285
		SP:Iteration 14Q (8006.600000 sec): 3 clusters
  Score: Raw -1046321.521122 + Penalty 3005.951065 = -1043315.570056
  nChanged 207
		SP:Iteration 15Q (8006.620000 sec): 3 clusters
  Score: Raw -1046413.961852 + Penalty 3005.951065 = -1043408.010787
  nChanged 133
		SP:Iteration 16Q (8006.640000 sec): 3 clusters
  Score: Raw -1046465.426234 + Penalty 3005.951065 = -1043459.475169
  nChanged 98
		SP:Iteration 17Q (8006.670000 sec): 3 clusters
  Score: Raw -1046502.804229 + Penalty 3005.951065 = -1043496.853164
  nChanged 83
		SP:Iteration 18Q (8006.690000 sec): 3 clusters
  Score: Raw -1046528.160110 + Penalty 3005.951065 = -1043522.209045
  nChanged 62
		SP:Iteration 19Q (8006.710000 sec): 3 clusters
  Score: Raw -1046546.868800 + Penalty 3005.951065 = -1043540.917735
  nChanged 49
		SP:Iteration 20F (8006.730000 sec): 3 clusters
  Score: Raw -1046560.528884 + Penalty 3005.951065 = -1043554.577819
  nChanged 46
		SP:Iteration 21Q (8006.750000 sec): 3 clusters
  Score: Raw -1046570.685744 + Penalty 3005.951065 = -1043564.734679
  nChanged 34
		SP:Iteration 22Q (8006.770000 sec): 3 clusters
  Score: Raw -1046578.336877 + Penalty 3005.951065 = -1043572.385812
  nChanged 34
		SP:Iteration 23Q (8006.790000 sec): 3 clusters
  Score: Raw -1046584.039547 + Penalty 3005.951065 = -1043578.088482
  nChanged 22
		SP:Iteration 24Q (8006.820000 sec): 3 clusters
  Score: Raw -1046587.340420 + Penalty 3005.951065 = -1043581.389355
  nChanged 23
		SP:Iteration 25Q (8006.840000 sec): 3 clusters
  Score: Raw -1046590.439167 + Penalty 3005.951065 = -1043584.488101
  nChanged 16
		SP:Iteration 26Q (8006.860000 sec): 3 clusters
  Score: Raw -1046592.706263 + Penalty 3005.951065 = -1043586.755198
  nChanged 11
		SP:Iteration 27Q (8006.880000 sec): 3 clusters
  Score: Raw -1046594.700569 + Penalty 3005.951065 = -1043588.749503
  nChanged 12
		SP:Iteration 28Q (8006.900000 sec): 3 clusters
  Score: Raw -1046597.147129 + Penalty 3005.951065 = -1043591.196064
  nChanged 14
		SP:Iteration 29Q (8006.920000 sec): 3 clusters
  Score: Raw -1046599.059020 + Penalty 3005.951065 = -1043593.107955
  nChanged 9
		SP:Iteration 30Q (8006.950000 sec): 3 clusters
  Score: Raw -1046600.156584 + Penalty 3005.951065 = -1043594.205519
  nChanged 4
		SP:Iteration 31Q (8006.970000 sec): 3 clusters
  Score: Raw -1046600.620113 + Penalty 3005.951065 = -1043594.669047
  nChanged 3
		SP:Iteration 32Q (8006.990000 sec): 3 clusters
  Score: Raw -1046600.842232 + Penalty 3005.951065 = -1043594.891167
  nChanged 3
		SP:Iteration 33Q (8007.010000 sec): 3 clusters
  Score: Raw -1046601.204015 + Penalty 3005.951065 = -1043595.252950
  nChanged 7
		SP:Iteration 34Q (8007.030000 sec): 3 clusters
  Score: Raw -1046601.588003 + Penalty 3005.951065 = -1043595.636938
  nChanged 3
		SP:Iteration 35Q (8007.050000 sec): 3 clusters
  Score: Raw -1046601.955667 + Penalty 3005.951065 = -1043596.004602
  nChanged 5
		SP:Iteration 36Q (8007.070000 sec): 3 clusters
  Score: Raw -1046602.441867 + Penalty 3005.951065 = -1043596.490801
  nChanged 6
		SP:Iteration 37Q (8007.090000 sec): 3 clusters
  Score: Raw -1046603.079997 + Penalty 3005.951065 = -1043597.128932
  nChanged 4
		SP:Iteration 38Q (8007.110000 sec): 3 clusters
  Score: Raw -1046603.667442 + Penalty 3005.951065 = -1043597.716377
  nChanged 2
		SP:Iteration 39Q (8007.130000 sec): 3 clusters
  Score: Raw -1046604.010383 + Penalty 3005.951065 = -1043598.059318
  nChanged 2
		SP:Iteration 40F (8007.160000 sec): 3 clusters
  Score: Raw -1046604.147354 + Penalty 3005.951065 = -1043598.196288
  nChanged 1
		SP:Iteration 41Q (8007.180000 sec): 3 clusters
  Score: Raw -1046604.275982 + Penalty 3005.951065 = -1043598.324917
  nChanged 1
		SP:Iteration 42Q (8007.200000 sec): 3 clusters
  Score: Raw -1046604.311065 + Penalty 3005.951065 = -1043598.359999
  nChanged 0
		SP:Iteration 43F (8007.230000 sec): 3 clusters
  Score: Raw -1046604.311065 + Penalty 3005.951065 = -1043598.359999
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8007.330000 sec): 2 clusters
  Score: Raw -3538986.273379 + Penalty 1704.031131 = -3537282.242248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8007.420000 sec): 3 clusters
  Score: Raw -3516679.530012 + Penalty 3408.062263 = -3513271.467749
  nChanged 16686
		SP:Iteration 1F (8007.510000 sec): 3 clusters
  Score: Raw -3526205.719401 + Penalty 3408.062263 = -3522797.657138
  nChanged 1690
		SP:Iteration 2Q (8007.600000 sec): 3 clusters
  Score: Raw -3526864.307189 + Penalty 3408.062263 = -3523456.244926
  nChanged 1729
		SP:Iteration 3Q (8007.690000 sec): 3 clusters
  Score: Raw -3527598.892112 + Penalty 3408.062263 = -3524190.829849
  nChanged 1805
		SP:Iteration 4F (8007.790000 sec): 3 clusters
  Score: Raw -3528433.995188 + Penalty 3408.062263 = -3525025.932925
  nChanged 1820
		SP:Iteration 5F (8007.870000 sec): 3 clusters
  Score: Raw -3529322.754850 + Penalty 3408.062263 = -3525914.692587
  nChanged 1897
		SP:Iteration 6F (8007.960000 sec): 3 clusters
  Score: Raw -3530333.440828 + Penalty 3408.062263 = -3526925.378566
  nChanged 1949
		SP:Iteration 7F (8008.050000 sec): 3 clusters
  Score: Raw -3531479.593554 + Penalty 3408.062263 = -3528071.531291
  nChanged 1966
		SP:Iteration 8F (8008.140000 sec): 3 clusters
  Score: Raw -3532793.778326 + Penalty 3408.062263 = -3529385.716063
  nChanged 1856
		SP:Iteration 9F (8008.230000 sec): 3 clusters
  Score: Raw -3534277.164338 + Penalty 3408.062263 = -3530869.102075
  nChanged 1782
		SP:Iteration 10Q (8008.320000 sec): 3 clusters
  Score: Raw -3535917.637252 + Penalty 3408.062263 = -3532509.574989
  nChanged 1565
		SP:Iteration 11Q (8008.410000 sec): 3 clusters
  Score: Raw -3537289.598512 + Penalty 3408.062263 = -3533881.536249
  nChanged 1188
		SP:Iteration 12Q (8008.490000 sec): 3 clusters
  Score: Raw -3538268.002972 + Penalty 3408.062263 = -3534859.940709
  nChanged 954
		SP:Iteration 13Q (8008.570000 sec): 3 clusters
  Score: Raw -3538872.259629 + Penalty 3408.062263 = -3535464.197366
  nChanged 717
		SP:Iteration 14Q (8008.650000 sec): 3 clusters
  Score: Raw -3539249.861969 + Penalty 3408.062263 = -3535841.799706
  nChanged 528
		SP:Iteration 15Q (8008.730000 sec): 3 clusters
  Score: Raw -3539468.300987 + Penalty 3408.062263 = -3536060.238724
  nChanged 403
		SP:Iteration 16Q (8008.810000 sec): 3 clusters
  Score: Raw -3539601.412943 + Penalty 3408.062263 = -3536193.350680
  nChanged 283
		SP:Iteration 17Q (8008.890000 sec): 3 clusters
  Score: Raw -3539673.109975 + Penalty 3408.062263 = -3536265.047712
  nChanged 212
		SP:Iteration 18Q (8008.970000 sec): 3 clusters
  Score: Raw -3539712.188794 + Penalty 3408.062263 = -3536304.126531
  nChanged 160
		SP:Iteration 19Q (8009.040000 sec): 3 clusters
  Score: Raw -3539739.886265 + Penalty 3408.062263 = -3536331.824002
  nChanged 137
		SP:Iteration 20F (8009.140000 sec): 3 clusters
  Score: Raw -3539759.561767 + Penalty 3408.062263 = -3536351.499504
  nChanged 108
		SP:Iteration 21Q (8009.210000 sec): 3 clusters
  Score: Raw -3539771.743106 + Penalty 3408.062263 = -3536363.680843
  nChanged 80
		SP:Iteration 22Q (8009.290000 sec): 3 clusters
  Score: Raw -3539777.671793 + Penalty 3408.062263 = -3536369.609530
  nChanged 52
		SP:Iteration 23Q (8009.370000 sec): 3 clusters
  Score: Raw -3539781.033329 + Penalty 3408.062263 = -3536372.971066
  nChanged 52
		SP:Iteration 24Q (8009.450000 sec): 3 clusters
  Score: Raw -3539784.694994 + Penalty 3408.062263 = -3536376.632731
  nChanged 42
		SP:Iteration 25Q (8009.530000 sec): 3 clusters
  Score: Raw -3539787.312898 + Penalty 3408.062263 = -3536379.250635
  nChanged 32
		SP:Iteration 26Q (8009.610000 sec): 3 clusters
  Score: Raw -3539789.275819 + Penalty 3408.062263 = -3536381.213556
  nChanged 29
		SP:Iteration 27Q (8009.680000 sec): 3 clusters
  Score: Raw -3539790.620858 + Penalty 3408.062263 = -3536382.558595
  nChanged 21
		SP:Iteration 28Q (8009.760000 sec): 3 clusters
  Score: Raw -3539791.309039 + Penalty 3408.062263 = -3536383.246776
  nChanged 9
		SP:Iteration 29Q (8009.840000 sec): 3 clusters
  Score: Raw -3539791.642012 + Penalty 3408.062263 = -3536383.579750
  nChanged 9
		SP:Iteration 30Q (8009.920000 sec): 3 clusters
  Score: Raw -3539791.935619 + Penalty 3408.062263 = -3536383.873356
  nChanged 10
		SP:Iteration 31Q (8010.000000 sec): 3 clusters
  Score: Raw -3539792.335680 + Penalty 3408.062263 = -3536384.273418
  nChanged 9
		SP:Iteration 32Q (8010.080000 sec): 3 clusters
  Score: Raw -3539792.725113 + Penalty 3408.062263 = -3536384.662850
  nChanged 6
		SP:Iteration 33Q (8010.160000 sec): 3 clusters
  Score: Raw -3539793.022058 + Penalty 3408.062263 = -3536384.959795
  nChanged 4
		SP:Iteration 34Q (8010.240000 sec): 3 clusters
  Score: Raw -3539793.136887 + Penalty 3408.062263 = -3536385.074624
  nChanged 4
		SP:Iteration 35Q (8010.320000 sec): 3 clusters
  Score: Raw -3539793.253206 + Penalty 3408.062263 = -3536385.190943
  nChanged 3
		SP:Iteration 36Q (8010.400000 sec): 3 clusters
  Score: Raw -3539793.369067 + Penalty 3408.062263 = -3536385.306805
  nChanged 2
		SP:Iteration 37Q (8010.480000 sec): 3 clusters
  Score: Raw -3539793.442785 + Penalty 3408.062263 = -3536385.380523
  nChanged 3
		SP:Iteration 38Q (8010.560000 sec): 3 clusters
  Score: Raw -3539793.518210 + Penalty 3408.062263 = -3536385.455947
  nChanged 5
		SP:Iteration 39Q (8010.640000 sec): 3 clusters
  Score: Raw -3539793.616627 + Penalty 3408.062263 = -3536385.554364
  nChanged 2
		SP:Iteration 40F (8010.730000 sec): 3 clusters
  Score: Raw -3539793.644356 + Penalty 3408.062263 = -3536385.582093
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8011.040000 sec): 2 clusters
  Score: Raw -11186161.482281 + Penalty 1888.110188 = -11184273.372094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8011.320000 sec): 3 clusters
  Score: Raw -11113844.198279 + Penalty 3776.220375 = -11110067.977904
  nChanged 53234
		SP:Iteration 1F (8011.610000 sec): 3 clusters
  Score: Raw -11145763.704888 + Penalty 3776.220375 = -11141987.484513
  nChanged 4682
		SP:Iteration 2Q (8011.900000 sec): 3 clusters
  Score: Raw -11147390.180673 + Penalty 3776.220375 = -11143613.960297
  nChanged 5467
		SP:Iteration 3Q (8012.200000 sec): 3 clusters
  Score: Raw -11149819.191593 + Penalty 3776.220375 = -11146042.971218
  nChanged 6549
		SP:Iteration 4F (8012.480000 sec): 3 clusters
  Score: Raw -11153483.179201 + Penalty 3776.220375 = -11149706.958826
  nChanged 7511
		SP:Iteration 5F (8012.760000 sec): 3 clusters
  Score: Raw -11158728.920910 + Penalty 3776.220375 = -11154952.700534
  nChanged 7769
		SP:Iteration 6F (8013.040000 sec): 3 clusters
  Score: Raw -11165254.849409 + Penalty 3776.220375 = -11161478.629034
  nChanged 6931
		SP:Iteration 7F (8013.330000 sec): 3 clusters
  Score: Raw -11171874.452573 + Penalty 3776.220375 = -11168098.232198
  nChanged 5268
		SP:Iteration 8Q (8013.610000 sec): 3 clusters
  Score: Raw -11176742.455272 + Penalty 3776.220375 = -11172966.234897
  nChanged 3497
		SP:Iteration 9Q (8013.870000 sec): 3 clusters
  Score: Raw -11179492.070499 + Penalty 3776.220375 = -11175715.850124
  nChanged 2489
		SP:Iteration 10Q (8014.120000 sec): 3 clusters
  Score: Raw -11181140.570109 + Penalty 3776.220375 = -11177364.349734
  nChanged 1882
		SP:Iteration 11Q (8014.360000 sec): 3 clusters
  Score: Raw -11182214.048534 + Penalty 3776.220375 = -11178437.828159
  nChanged 1494
		SP:Iteration 12Q (8014.600000 sec): 3 clusters
  Score: Raw -11183051.966911 + Penalty 3776.220375 = -11179275.746535
  nChanged 1335
		SP:Iteration 13Q (8014.840000 sec): 3 clusters
  Score: Raw -11183808.727214 + Penalty 3776.220375 = -11180032.506839
  nChanged 1140
		SP:Iteration 14Q (8015.060000 sec): 3 clusters
  Score: Raw -11184433.883921 + Penalty 3776.220375 = -11180657.663546
  nChanged 970
		SP:Iteration 15Q (8015.280000 sec): 3 clusters
  Score: Raw -11184963.664113 + Penalty 3776.220375 = -11181187.443737
  nChanged 802
		SP:Iteration 16Q (8015.500000 sec): 3 clusters
  Score: Raw -11185394.056269 + Penalty 3776.220375 = -11181617.835894
  nChanged 635
		SP:Iteration 17Q (8015.710000 sec): 3 clusters
  Score: Raw -11185717.946463 + Penalty 3776.220375 = -11181941.726088
  nChanged 514
		SP:Iteration 18Q (8015.920000 sec): 3 clusters
  Score: Raw -11185964.291673 + Penalty 3776.220375 = -11182188.071298
  nChanged 376
		SP:Iteration 19Q (8016.130000 sec): 3 clusters
  Score: Raw -11186148.741823 + Penalty 3776.220375 = -11182372.521448
  nChanged 318
		SP:Iteration 20F (8016.400000 sec): 3 clusters
  Score: Raw -11186314.715663 + Penalty 3776.220375 = -11182538.495288
  nChanged 281
		SP:Iteration 21Q (8016.610000 sec): 3 clusters
  Score: Raw -11186470.641577 + Penalty 3776.220375 = -11182694.421201
  nChanged 241
		SP:Iteration 22Q (8016.810000 sec): 3 clusters
  Score: Raw -11186595.529334 + Penalty 3776.220375 = -11182819.308959
  nChanged 200
		SP:Iteration 23Q (8017.010000 sec): 3 clusters
  Score: Raw -11186701.988732 + Penalty 3776.220375 = -11182925.768356
  nChanged 181
		SP:Iteration 24Q (8017.220000 sec): 3 clusters
  Score: Raw -11186790.997471 + Penalty 3776.220375 = -11183014.777096
  nChanged 133
		SP:Iteration 25Q (8017.420000 sec): 3 clusters
  Score: Raw -11186846.765448 + Penalty 3776.220375 = -11183070.545073
  nChanged 124
		SP:Iteration 26Q (8017.620000 sec): 3 clusters
  Score: Raw -11186897.748120 + Penalty 3776.220375 = -11183121.527745
  nChanged 104
		SP:Iteration 27Q (8017.820000 sec): 3 clusters
  Score: Raw -11186937.601010 + Penalty 3776.220375 = -11183161.380635
  nChanged 81
		SP:Iteration 28Q (8018.020000 sec): 3 clusters
  Score: Raw -11186971.304088 + Penalty 3776.220375 = -11183195.083713
  nChanged 73
		SP:Iteration 29Q (8018.210000 sec): 3 clusters
  Score: Raw -11187004.240609 + Penalty 3776.220375 = -11183228.020233
  nChanged 67
		SP:Iteration 30Q (8018.410000 sec): 3 clusters
  Score: Raw -11187029.935851 + Penalty 3776.220375 = -11183253.715476
  nChanged 53
		SP:Iteration 31Q (8018.610000 sec): 3 clusters
  Score: Raw -11187046.152253 + Penalty 3776.220375 = -11183269.931878
  nChanged 37
		SP:Iteration 32Q (8018.810000 sec): 3 clusters
  Score: Raw -11187057.970226 + Penalty 3776.220375 = -11183281.749850
  nChanged 31
		SP:Iteration 33Q (8019.000000 sec): 3 clusters
  Score: Raw -11187065.918852 + Penalty 3776.220375 = -11183289.698477
  nChanged 19
		SP:Iteration 34Q (8019.200000 sec): 3 clusters
  Score: Raw -11187070.805135 + Penalty 3776.220375 = -11183294.584760
  nChanged 20
		SP:Iteration 35Q (8019.400000 sec): 3 clusters
  Score: Raw -11187075.973549 + Penalty 3776.220375 = -11183299.753174
  nChanged 17
		SP:Iteration 36Q (8019.600000 sec): 3 clusters
  Score: Raw -11187079.771380 + Penalty 3776.220375 = -11183303.551005
  nChanged 13
		SP:Iteration 37Q (8019.800000 sec): 3 clusters
  Score: Raw -11187083.122970 + Penalty 3776.220375 = -11183306.902595
  nChanged 9
		SP:Iteration 38Q (8019.990000 sec): 3 clusters
  Score: Raw -11187085.064765 + Penalty 3776.220375 = -11183308.844389
  nChanged 5
		SP:Iteration 39Q (8020.190000 sec): 3 clusters
  Score: Raw -11187085.957728 + Penalty 3776.220375 = -11183309.737353
  nChanged 2
		SP:Iteration 40F (8020.460000 sec): 3 clusters
  Score: Raw -11187086.088055 + Penalty 3776.220375 = -11183309.867680
  nChanged 2
		SP:Iteration 41Q (8020.660000 sec): 3 clusters
  Score: Raw -11187086.489633 + Penalty 3776.220375 = -11183310.269258
  nChanged 4
		SP:Iteration 42Q (8020.860000 sec): 3 clusters
  Score: Raw -11187087.324657 + Penalty 3776.220375 = -11183311.104282
  nChanged 5
		SP:Iteration 43Q (8021.060000 sec): 3 clusters
  Score: Raw -11187088.465060 + Penalty 3776.220375 = -11183312.244685
  nChanged 5
		SP:Iteration 44Q (8021.260000 sec): 3 clusters
  Score: Raw -11187089.300335 + Penalty 3776.220375 = -11183313.079960
  nChanged 5
		SP:Iteration 45Q (8021.460000 sec): 3 clusters
  Score: Raw -11187090.230247 + Penalty 3776.220375 = -11183314.009871
  nChanged 7
		SP:Iteration 46Q (8021.660000 sec): 3 clusters
  Score: Raw -11187092.090415 + Penalty 3776.220375 = -11183315.870039
  nChanged 6
		SP:Iteration 47Q (8021.850000 sec): 3 clusters
  Score: Raw -11187093.880992 + Penalty 3776.220375 = -11183317.660617
  nChanged 6
		SP:Iteration 48Q (8022.050000 sec): 3 clusters
  Score: Raw -11187094.983457 + Penalty 3776.220375 = -11183318.763082
  nChanged 6
		SP:Iteration 49Q (8022.250000 sec): 3 clusters
  Score: Raw -11187096.143999 + Penalty 3776.220375 = -11183319.923624
  nChanged 4
		SP:Iteration 50Q (8022.450000 sec): 3 clusters
  Score: Raw -11187096.695917 + Penalty 3776.220375 = -11183320.475542
  nChanged 2
		SP:Iteration 51Q (8022.640000 sec): 3 clusters
  Score: Raw -11187097.144530 + Penalty 3776.220375 = -11183320.924155
  nChanged 4
		SP:Iteration 52Q (8022.840000 sec): 3 clusters
  Score: Raw -11187098.138167 + Penalty 3776.220375 = -11183321.917792
  nChanged 2
		SP:Iteration 53Q (8023.040000 sec): 3 clusters
  Score: Raw -11187098.967661 + Penalty 3776.220375 = -11183322.747286
  nChanged 1
		SP:Iteration 54Q (8023.240000 sec): 3 clusters
  Score: Raw -11187099.185487 + Penalty 3776.220375 = -11183322.965112
  nChanged 1
		SP:Iteration 55Q (8023.440000 sec): 3 clusters
  Score: Raw -11187099.607966 + Penalty 3776.220375 = -11183323.387591
  nChanged 3
		SP:Iteration 56Q (8023.640000 sec): 3 clusters
  Score: Raw -11187100.286110 + Penalty 3776.220375 = -11183324.065735
  nChanged 3
		SP:Iteration 57Q (8023.840000 sec): 3 clusters
  Score: Raw -11187100.690315 + Penalty 3776.220375 = -11183324.469939
  nChanged 1
		SP:Iteration 58Q (8024.030000 sec): 3 clusters
  Score: Raw -11187100.824207 + Penalty 3776.220375 = -11183324.603832
  nChanged 1
		SP:Iteration 59Q (8024.230000 sec): 3 clusters
  Score: Raw -11187101.069786 + Penalty 3776.220375 = -11183324.849411
  nChanged 2
		SP:Iteration 60F (8024.500000 sec): 3 clusters
  Score: Raw -11187101.472872 + Penalty 3776.220375 = -11183325.252496
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8024.570000 sec): 2 clusters
  Score: Raw -473385.987754 + Penalty 1386.174860 = -471999.812894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8024.580000 sec): 3 clusters
  Score: Raw -470728.225319 + Penalty 2772.349720 = -467955.875599
  nChanged 2068
		SP:Iteration 1F (8024.600000 sec): 3 clusters
  Score: Raw -471943.817486 + Penalty 2772.349720 = -469171.467766
  nChanged 404
		SP:Iteration 2F (8024.600000 sec): 3 clusters
  Score: Raw -472244.267190 + Penalty 2772.349720 = -469471.917470
  nChanged 358
		SP:Iteration 3F (8024.620000 sec): 3 clusters
  Score: Raw -472557.083007 + Penalty 2772.349720 = -469784.733287
  nChanged 361
		SP:Iteration 4F (8024.630000 sec): 3 clusters
  Score: Raw -472889.504354 + Penalty 2772.349720 = -470117.154634
  nChanged 340
		SP:Iteration 5F (8024.640000 sec): 3 clusters
  Score: Raw -473216.586492 + Penalty 2772.349720 = -470444.236772
  nChanged 298
		SP:Iteration 6F (8024.650000 sec): 3 clusters
  Score: Raw -473468.161489 + Penalty 2772.349720 = -470695.811769
  nChanged 226
		SP:Iteration 7Q (8024.660000 sec): 3 clusters
  Score: Raw -473632.660844 + Penalty 2772.349720 = -470860.311124
  nChanged 162
		SP:Iteration 8Q (8024.680000 sec): 3 clusters
  Score: Raw -473748.826312 + Penalty 2772.349720 = -470976.476592
  nChanged 153
		SP:Iteration 9Q (8024.690000 sec): 3 clusters
  Score: Raw -473823.862089 + Penalty 2772.349720 = -471051.512369
  nChanged 111
		SP:Iteration 10Q (8024.700000 sec): 3 clusters
  Score: Raw -473875.842837 + Penalty 2772.349720 = -471103.493117
  nChanged 78
		SP:Iteration 11Q (8024.710000 sec): 3 clusters
  Score: Raw -473915.058565 + Penalty 2772.349720 = -471142.708845
  nChanged 70
		SP:Iteration 12Q (8024.720000 sec): 3 clusters
  Score: Raw -473939.568847 + Penalty 2772.349720 = -471167.219127
  nChanged 47
		SP:Iteration 13Q (8024.730000 sec): 3 clusters
  Score: Raw -473953.864745 + Penalty 2772.349720 = -471181.515025
  nChanged 38
		SP:Iteration 14Q (8024.740000 sec): 3 clusters
  Score: Raw -473965.183537 + Penalty 2772.349720 = -471192.833817
  nChanged 27
		SP:Iteration 15Q (8024.750000 sec): 3 clusters
  Score: Raw -473974.825090 + Penalty 2772.349720 = -471202.475370
  nChanged 27
		SP:Iteration 16Q (8024.760000 sec): 3 clusters
  Score: Raw -473983.453584 + Penalty 2772.349720 = -471211.103864
  nChanged 28
		SP:Iteration 17Q (8024.780000 sec): 3 clusters
  Score: Raw -473992.230390 + Penalty 2772.349720 = -471219.880670
  nChanged 24
		SP:Iteration 18Q (8024.780000 sec): 3 clusters
  Score: Raw -473999.879016 + Penalty 2772.349720 = -471227.529296
  nChanged 23
		SP:Iteration 19Q (8024.800000 sec): 3 clusters
  Score: Raw -474008.786627 + Penalty 2772.349720 = -471236.436907
  nChanged 23
		SP:Iteration 20F (8024.810000 sec): 3 clusters
  Score: Raw -474015.413511 + Penalty 2772.349720 = -471243.063791
  nChanged 20
		SP:Iteration 21Q (8024.820000 sec): 3 clusters
  Score: Raw -474020.588042 + Penalty 2772.349720 = -471248.238322
  nChanged 22
		SP:Iteration 22Q (8024.830000 sec): 3 clusters
  Score: Raw -474026.490085 + Penalty 2772.349720 = -471254.140365
  nChanged 20
		SP:Iteration 23Q (8024.840000 sec): 3 clusters
  Score: Raw -474031.624483 + Penalty 2772.349720 = -471259.274763
  nChanged 13
		SP:Iteration 24Q (8024.850000 sec): 3 clusters
  Score: Raw -474035.329169 + Penalty 2772.349720 = -471262.979449
  nChanged 14
		SP:Iteration 25Q (8024.860000 sec): 3 clusters
  Score: Raw -474039.396459 + Penalty 2772.349720 = -471267.046739
  nChanged 11
		SP:Iteration 26Q (8024.870000 sec): 3 clusters
  Score: Raw -474042.243802 + Penalty 2772.349720 = -471269.894082
  nChanged 11
		SP:Iteration 27Q (8024.880000 sec): 3 clusters
  Score: Raw -474044.951766 + Penalty 2772.349720 = -471272.602046
  nChanged 8
		SP:Iteration 28Q (8024.900000 sec): 3 clusters
  Score: Raw -474047.251109 + Penalty 2772.349720 = -471274.901389
  nChanged 11
		SP:Iteration 29Q (8024.910000 sec): 3 clusters
  Score: Raw -474049.509919 + Penalty 2772.349720 = -471277.160199
  nChanged 13
		SP:Iteration 30Q (8024.920000 sec): 3 clusters
  Score: Raw -474052.058642 + Penalty 2772.349720 = -471279.708922
  nChanged 8
		SP:Iteration 31Q (8024.930000 sec): 3 clusters
  Score: Raw -474054.723395 + Penalty 2772.349720 = -471282.373675
  nChanged 13
		SP:Iteration 32Q (8024.940000 sec): 3 clusters
  Score: Raw -474057.401118 + Penalty 2772.349720 = -471285.051398
  nChanged 15
		SP:Iteration 33Q (8024.950000 sec): 3 clusters
  Score: Raw -474061.706478 + Penalty 2772.349720 = -471289.356758
  nChanged 17
		SP:Iteration 34Q (8024.960000 sec): 3 clusters
  Score: Raw -474065.237733 + Penalty 2772.349720 = -471292.888013
  nChanged 11
		SP:Iteration 35Q (8024.970000 sec): 3 clusters
  Score: Raw -474068.141760 + Penalty 2772.349720 = -471295.792040
  nChanged 13
		SP:Iteration 36Q (8024.980000 sec): 3 clusters
  Score: Raw -474070.833626 + Penalty 2772.349720 = -471298.483906
  nChanged 13
		SP:Iteration 37Q (8024.990000 sec): 3 clusters
  Score: Raw -474073.294312 + Penalty 2772.349720 = -471300.944592
  nChanged 11
		SP:Iteration 38Q (8025.000000 sec): 3 clusters
  Score: Raw -474075.079725 + Penalty 2772.349720 = -471302.730005
  nChanged 8
		SP:Iteration 39Q (8025.020000 sec): 3 clusters
  Score: Raw -474076.571174 + Penalty 2772.349720 = -471304.221455
  nChanged 6
		SP:Iteration 40F (8025.030000 sec): 3 clusters
  Score: Raw -474077.965040 + Penalty 2772.349720 = -471305.615320
  nChanged 8
		SP:Iteration 41Q (8025.040000 sec): 3 clusters
  Score: Raw -474080.183379 + Penalty 2772.349720 = -471307.833659
  nChanged 12
		SP:Iteration 42Q (8025.050000 sec): 3 clusters
  Score: Raw -474083.575800 + Penalty 2772.349720 = -471311.226080
  nChanged 10
		SP:Iteration 43Q (8025.060000 sec): 3 clusters
  Score: Raw -474085.276607 + Penalty 2772.349720 = -471312.926887
  nChanged 6
		SP:Iteration 44Q (8025.070000 sec): 3 clusters
  Score: Raw -474086.718646 + Penalty 2772.349720 = -471314.368926
  nChanged 6
		SP:Iteration 45Q (8025.080000 sec): 3 clusters
  Score: Raw -474088.257891 + Penalty 2772.349720 = -471315.908171
  nChanged 10
		SP:Iteration 46Q (8025.100000 sec): 3 clusters
  Score: Raw -474090.306819 + Penalty 2772.349720 = -471317.957099
  nChanged 11
		SP:Iteration 47Q (8025.110000 sec): 3 clusters
  Score: Raw -474092.281214 + Penalty 2772.349720 = -471319.931494
  nChanged 10
		SP:Iteration 48Q (8025.120000 sec): 3 clusters
  Score: Raw -474094.035256 + Penalty 2772.349720 = -471321.685536
  nChanged 7
		SP:Iteration 49Q (8025.130000 sec): 3 clusters
  Score: Raw -474095.374524 + Penalty 2772.349720 = -471323.024804
  nChanged 5
		SP:Iteration 50Q (8025.140000 sec): 3 clusters
  Score: Raw -474096.462045 + Penalty 2772.349720 = -471324.112325
  nChanged 6
		SP:Iteration 51Q (8025.150000 sec): 3 clusters
  Score: Raw -474097.690130 + Penalty 2772.349720 = -471325.340410
  nChanged 9
		SP:Iteration 52Q (8025.160000 sec): 3 clusters
  Score: Raw -474099.689265 + Penalty 2772.349720 = -471327.339545
  nChanged 8
		SP:Iteration 53Q (8025.170000 sec): 3 clusters
  Score: Raw -474100.982442 + Penalty 2772.349720 = -471328.632722
  nChanged 5
		SP:Iteration 54Q (8025.180000 sec): 3 clusters
  Score: Raw -474101.856970 + Penalty 2772.349720 = -471329.507250
  nChanged 3
		SP:Iteration 55Q (8025.190000 sec): 3 clusters
  Score: Raw -474102.288004 + Penalty 2772.349720 = -471329.938284
  nChanged 0
		SP:Iteration 56F (8025.200000 sec): 3 clusters
  Score: Raw -474102.288004 + Penalty 2772.349720 = -471329.938284
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8025.220000 sec): 2 clusters
  Score: Raw -281049.189656 + Penalty 1280.569281 = -279768.620375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8025.220000 sec): 3 clusters
  Score: Raw -279788.136762 + Penalty 2561.138562 = -277226.998200
  nChanged 1010
		SP:Iteration 1F (8025.230000 sec): 3 clusters
  Score: Raw -280372.276458 + Penalty 2561.138562 = -277811.137896
  nChanged 208
		SP:Iteration 2F (8025.230000 sec): 3 clusters
  Score: Raw -280494.089622 + Penalty 2561.138562 = -277932.951060
  nChanged 105
		SP:Iteration 3Q (8025.240000 sec): 3 clusters
  Score: Raw -280554.797706 + Penalty 2561.138562 = -277993.659144
  nChanged 80
		SP:Iteration 4Q (8025.240000 sec): 3 clusters
  Score: Raw -280589.551323 + Penalty 2561.138562 = -278028.412761
  nChanged 47
		SP:Iteration 5Q (8025.250000 sec): 3 clusters
  Score: Raw -280607.077628 + Penalty 2561.138562 = -278045.939067
  nChanged 40
		SP:Iteration 6Q (8025.260000 sec): 3 clusters
  Score: Raw -280624.449716 + Penalty 2561.138562 = -278063.311154
  nChanged 33
		SP:Iteration 7Q (8025.260000 sec): 3 clusters
  Score: Raw -280636.833770 + Penalty 2561.138562 = -278075.695208
  nChanged 33
		SP:Iteration 8Q (8025.270000 sec): 3 clusters
  Score: Raw -280651.333574 + Penalty 2561.138562 = -278090.195012
  nChanged 37
		SP:Iteration 9Q (8025.280000 sec): 3 clusters
  Score: Raw -280672.253206 + Penalty 2561.138562 = -278111.114644
  nChanged 41
		SP:Iteration 10Q (8025.280000 sec): 3 clusters
  Score: Raw -280692.610813 + Penalty 2561.138562 = -278131.472251
  nChanged 37
		SP:Iteration 11Q (8025.290000 sec): 3 clusters
  Score: Raw -280709.610154 + Penalty 2561.138562 = -278148.471592
  nChanged 24
		SP:Iteration 12Q (8025.300000 sec): 3 clusters
  Score: Raw -280718.723132 + Penalty 2561.138562 = -278157.584570
  nChanged 11
		SP:Iteration 13Q (8025.300000 sec): 3 clusters
  Score: Raw -280722.004303 + Penalty 2561.138562 = -278160.865741
  nChanged 7
		SP:Iteration 14Q (8025.310000 sec): 3 clusters
  Score: Raw -280723.871981 + Penalty 2561.138562 = -278162.733419
  nChanged 10
		SP:Iteration 15Q (8025.310000 sec): 3 clusters
  Score: Raw -280727.789908 + Penalty 2561.138562 = -278166.651346
  nChanged 9
		SP:Iteration 16Q (8025.320000 sec): 3 clusters
  Score: Raw -280732.036416 + Penalty 2561.138562 = -278170.897854
  nChanged 16
		SP:Iteration 17Q (8025.320000 sec): 3 clusters
  Score: Raw -280736.819807 + Penalty 2561.138562 = -278175.681245
  nChanged 18
		SP:Iteration 18Q (8025.330000 sec): 3 clusters
  Score: Raw -280744.048175 + Penalty 2561.138562 = -278182.909613
  nChanged 18
		SP:Iteration 19Q (8025.340000 sec): 3 clusters
  Score: Raw -280751.183729 + Penalty 2561.138562 = -278190.045168
  nChanged 11
		SP:Iteration 20F (8025.340000 sec): 3 clusters
  Score: Raw -280754.268742 + Penalty 2561.138562 = -278193.130180
  nChanged 10
		SP:Iteration 21Q (8025.350000 sec): 3 clusters
  Score: Raw -280757.006458 + Penalty 2561.138562 = -278195.867896
  nChanged 10
		SP:Iteration 22Q (8025.360000 sec): 3 clusters
  Score: Raw -280761.150339 + Penalty 2561.138562 = -278200.011777
  nChanged 11
		SP:Iteration 23Q (8025.360000 sec): 3 clusters
  Score: Raw -280766.795659 + Penalty 2561.138562 = -278205.657097
  nChanged 8
		SP:Iteration 24Q (8025.370000 sec): 3 clusters
  Score: Raw -280769.187797 + Penalty 2561.138562 = -278208.049235
  nChanged 6
		SP:Iteration 25Q (8025.380000 sec): 3 clusters
  Score: Raw -280771.498756 + Penalty 2561.138562 = -278210.360194
  nChanged 9
		SP:Iteration 26Q (8025.380000 sec): 3 clusters
  Score: Raw -280775.585232 + Penalty 2561.138562 = -278214.446670
  nChanged 8
		SP:Iteration 27Q (8025.390000 sec): 3 clusters
  Score: Raw -280778.624074 + Penalty 2561.138562 = -278217.485512
  nChanged 7
		SP:Iteration 28Q (8025.390000 sec): 3 clusters
  Score: Raw -280780.068110 + Penalty 2561.138562 = -278218.929548
  nChanged 6
		SP:Iteration 29Q (8025.400000 sec): 3 clusters
  Score: Raw -280782.017487 + Penalty 2561.138562 = -278220.878925
  nChanged 3
		SP:Iteration 30Q (8025.400000 sec): 3 clusters
  Score: Raw -280783.570956 + Penalty 2561.138562 = -278222.432394
  nChanged 5
		SP:Iteration 31Q (8025.410000 sec): 3 clusters
  Score: Raw -280786.410492 + Penalty 2561.138562 = -278225.271930
  nChanged 4
		SP:Iteration 32Q (8025.420000 sec): 3 clusters
  Score: Raw -280787.992214 + Penalty 2561.138562 = -278226.853652
  nChanged 4
		SP:Iteration 33Q (8025.420000 sec): 3 clusters
  Score: Raw -280789.724023 + Penalty 2561.138562 = -278228.585461
  nChanged 4
		SP:Iteration 34Q (8025.430000 sec): 3 clusters
  Score: Raw -280791.408285 + Penalty 2561.138562 = -278230.269723
  nChanged 8
		SP:Iteration 35Q (8025.440000 sec): 3 clusters
  Score: Raw -280794.005235 + Penalty 2561.138562 = -278232.866673
  nChanged 5
		SP:Iteration 36Q (8025.440000 sec): 3 clusters
  Score: Raw -280795.984084 + Penalty 2561.138562 = -278234.845523
  nChanged 7
		SP:Iteration 37Q (8025.450000 sec): 3 clusters
  Score: Raw -280799.473557 + Penalty 2561.138562 = -278238.334995
  nChanged 9
		SP:Iteration 38Q (8025.450000 sec): 3 clusters
  Score: Raw -280802.700321 + Penalty 2561.138562 = -278241.561759
  nChanged 5
		SP:Iteration 39Q (8025.460000 sec): 3 clusters
  Score: Raw -280804.511461 + Penalty 2561.138562 = -278243.372899
  nChanged 4
		SP:Iteration 40F (8025.460000 sec): 3 clusters
  Score: Raw -280806.295098 + Penalty 2561.138562 = -278245.156537
  nChanged 5
		SP:Iteration 41Q (8025.470000 sec): 3 clusters
  Score: Raw -280807.758565 + Penalty 2561.138562 = -278246.620003
  nChanged 4
		SP:Iteration 42Q (8025.480000 sec): 3 clusters
  Score: Raw -280809.413948 + Penalty 2561.138562 = -278248.275386
  nChanged 5
		SP:Iteration 43Q (8025.480000 sec): 3 clusters
  Score: Raw -280810.768672 + Penalty 2561.138562 = -278249.630110
  nChanged 4
		SP:Iteration 44Q (8025.490000 sec): 3 clusters
  Score: Raw -280812.369521 + Penalty 2561.138562 = -278251.230959
  nChanged 7
		SP:Iteration 45Q (8025.500000 sec): 3 clusters
  Score: Raw -280813.895876 + Penalty 2561.138562 = -278252.757314
  nChanged 4
		SP:Iteration 46Q (8025.500000 sec): 3 clusters
  Score: Raw -280814.713597 + Penalty 2561.138562 = -278253.575035
  nChanged 2
		SP:Iteration 47Q (8025.510000 sec): 3 clusters
  Score: Raw -280815.301030 + Penalty 2561.138562 = -278254.162468
  nChanged 1
		SP:Iteration 48Q (8025.520000 sec): 3 clusters
  Score: Raw -280815.534762 + Penalty 2561.138562 = -278254.396200
  nChanged 2
		SP:Iteration 49Q (8025.520000 sec): 3 clusters
  Score: Raw -280815.944311 + Penalty 2561.138562 = -278254.805749
  nChanged 1
		SP:Iteration 50Q (8025.530000 sec): 3 clusters
  Score: Raw -280816.118975 + Penalty 2561.138562 = -278254.980413
  nChanged 0
		SP:Iteration 51F (8025.530000 sec): 3 clusters
  Score: Raw -280816.118975 + Penalty 2561.138562 = -278254.980413
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8025.540000 sec): 2 clusters
  Score: Raw -77808.638248 + Penalty 1128.883599 = -76679.754650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8025.540000 sec): 3 clusters
  Score: Raw -77528.608639 + Penalty 2257.767197 = -75270.841441
  nChanged 319
		SP:Iteration 1F (8025.540000 sec): 3 clusters
  Score: Raw -78069.316037 + Penalty 2257.767197 = -75811.548840
  nChanged 115
		SP:Iteration 2F (8025.550000 sec): 3 clusters
  Score: Raw -78270.894674 + Penalty 2257.767197 = -76013.127477
  nChanged 69
		SP:Iteration 3F (8025.550000 sec): 3 clusters
  Score: Raw -78429.245790 + Penalty 2257.767197 = -76171.478593
  nChanged 50
		SP:Iteration 4Q (8025.550000 sec): 3 clusters
  Score: Raw -78541.998483 + Penalty 2257.767197 = -76284.231285
  nChanged 37
		SP:Iteration 5Q (8025.550000 sec): 3 clusters
  Score: Raw -78600.631031 + Penalty 2257.767197 = -76342.863834
  nChanged 21
		SP:Iteration 6Q (8025.560000 sec): 3 clusters
  Score: Raw -78629.863048 + Penalty 2257.767197 = -76372.095851
  nChanged 12
		SP:Iteration 7Q (8025.560000 sec): 3 clusters
  Score: Raw -78651.309225 + Penalty 2257.767197 = -76393.542028
  nChanged 10
		SP:Iteration 8Q (8025.560000 sec): 3 clusters
  Score: Raw -78663.026621 + Penalty 2257.767197 = -76405.259424
  nChanged 4
		SP:Iteration 9Q (8025.560000 sec): 3 clusters
  Score: Raw -78668.195041 + Penalty 2257.767197 = -76410.427844
  nChanged 6
		SP:Iteration 10Q (8025.560000 sec): 3 clusters
  Score: Raw -78675.892341 + Penalty 2257.767197 = -76418.125144
  nChanged 4
		SP:Iteration 11Q (8025.570000 sec): 3 clusters
  Score: Raw -78681.044053 + Penalty 2257.767197 = -76423.276856
  nChanged 5
		SP:Iteration 12Q (8025.570000 sec): 3 clusters
  Score: Raw -78686.269711 + Penalty 2257.767197 = -76428.502513
  nChanged 4
		SP:Iteration 13Q (8025.570000 sec): 3 clusters
  Score: Raw -78690.994437 + Penalty 2257.767197 = -76433.227240
  nChanged 3
		SP:Iteration 14Q (8025.570000 sec): 3 clusters
  Score: Raw -78696.203425 + Penalty 2257.767197 = -76438.436227
  nChanged 5
		SP:Iteration 15Q (8025.580000 sec): 3 clusters
  Score: Raw -78702.798366 + Penalty 2257.767197 = -76445.031169
  nChanged 2
		SP:Iteration 16Q (8025.580000 sec): 3 clusters
  Score: Raw -78704.860378 + Penalty 2257.767197 = -76447.093180
  nChanged 3
		SP:Iteration 17Q (8025.580000 sec): 3 clusters
  Score: Raw -78707.519529 + Penalty 2257.767197 = -76449.752332
  nChanged 1
		SP:Iteration 18Q (8025.580000 sec): 3 clusters
  Score: Raw -78708.227281 + Penalty 2257.767197 = -76450.460083
  nChanged 0
		SP:Iteration 19F (8025.580000 sec): 3 clusters
  Score: Raw -78708.227281 + Penalty 2257.767197 = -76450.460083
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8025.600000 sec): 2 clusters
  Score: Raw -378114.031596 + Penalty 1350.482397 = -376763.549199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8025.610000 sec): 3 clusters
  Score: Raw -376059.095827 + Penalty 2700.964794 = -373358.131032
  nChanged 1624
		SP:Iteration 1F (8025.620000 sec): 3 clusters
  Score: Raw -376999.277125 + Penalty 2700.964794 = -374298.312331
  nChanged 303
		SP:Iteration 2F (8025.630000 sec): 3 clusters
  Score: Raw -377181.217207 + Penalty 2700.964794 = -374480.252412
  nChanged 239
		SP:Iteration 3F (8025.640000 sec): 3 clusters
  Score: Raw -377362.932514 + Penalty 2700.964794 = -374661.967719
  nChanged 235
		SP:Iteration 4F (8025.640000 sec): 3 clusters
  Score: Raw -377544.510723 + Penalty 2700.964794 = -374843.545929
  nChanged 203
		SP:Iteration 5Q (8025.660000 sec): 3 clusters
  Score: Raw -377677.665058 + Penalty 2700.964794 = -374976.700264
  nChanged 181
		SP:Iteration 6Q (8025.660000 sec): 3 clusters
  Score: Raw -377807.915610 + Penalty 2700.964794 = -375106.950816
  nChanged 135
		SP:Iteration 7Q (8025.670000 sec): 3 clusters
  Score: Raw -377911.303317 + Penalty 2700.964794 = -375210.338523
  nChanged 148
		SP:Iteration 8Q (8025.680000 sec): 3 clusters
  Score: Raw -378042.193057 + Penalty 2700.964794 = -375341.228262
  nChanged 152
		SP:Iteration 9Q (8025.690000 sec): 3 clusters
  Score: Raw -378165.410374 + Penalty 2700.964794 = -375464.445580
  nChanged 134
		SP:Iteration 10Q (8025.700000 sec): 3 clusters
  Score: Raw -378258.040823 + Penalty 2700.964794 = -375557.076029
  nChanged 97
		SP:Iteration 11Q (8025.710000 sec): 3 clusters
  Score: Raw -378315.131312 + Penalty 2700.964794 = -375614.166517
  nChanged 83
		SP:Iteration 12Q (8025.720000 sec): 3 clusters
  Score: Raw -378349.765105 + Penalty 2700.964794 = -375648.800310
  nChanged 56
		SP:Iteration 13Q (8025.730000 sec): 3 clusters
  Score: Raw -378377.288487 + Penalty 2700.964794 = -375676.323693
  nChanged 40
		SP:Iteration 14Q (8025.740000 sec): 3 clusters
  Score: Raw -378393.234935 + Penalty 2700.964794 = -375692.270140
  nChanged 29
		SP:Iteration 15Q (8025.740000 sec): 3 clusters
  Score: Raw -378404.018207 + Penalty 2700.964794 = -375703.053413
  nChanged 24
		SP:Iteration 16Q (8025.760000 sec): 3 clusters
  Score: Raw -378411.678715 + Penalty 2700.964794 = -375710.713920
  nChanged 22
		SP:Iteration 17Q (8025.760000 sec): 3 clusters
  Score: Raw -378418.574848 + Penalty 2700.964794 = -375717.610054
  nChanged 23
		SP:Iteration 18Q (8025.770000 sec): 3 clusters
  Score: Raw -378427.812378 + Penalty 2700.964794 = -375726.847583
  nChanged 27
		SP:Iteration 19Q (8025.780000 sec): 3 clusters
  Score: Raw -378438.552056 + Penalty 2700.964794 = -375737.587261
  nChanged 30
		SP:Iteration 20F (8025.790000 sec): 3 clusters
  Score: Raw -378449.043176 + Penalty 2700.964794 = -375748.078381
  nChanged 24
		SP:Iteration 21Q (8025.800000 sec): 3 clusters
  Score: Raw -378458.476105 + Penalty 2700.964794 = -375757.511311
  nChanged 18
		SP:Iteration 22Q (8025.810000 sec): 3 clusters
  Score: Raw -378464.216764 + Penalty 2700.964794 = -375763.251970
  nChanged 10
		SP:Iteration 23Q (8025.820000 sec): 3 clusters
  Score: Raw -378468.040540 + Penalty 2700.964794 = -375767.075746
  nChanged 10
		SP:Iteration 24Q (8025.830000 sec): 3 clusters
  Score: Raw -378471.855094 + Penalty 2700.964794 = -375770.890299
  nChanged 11
		SP:Iteration 25Q (8025.840000 sec): 3 clusters
  Score: Raw -378475.476328 + Penalty 2700.964794 = -375774.511533
  nChanged 5
		SP:Iteration 26Q (8025.840000 sec): 3 clusters
  Score: Raw -378477.152201 + Penalty 2700.964794 = -375776.187407
  nChanged 4
		SP:Iteration 27Q (8025.860000 sec): 3 clusters
  Score: Raw -378478.153065 + Penalty 2700.964794 = -375777.188271
  nChanged 3
		SP:Iteration 28Q (8025.860000 sec): 3 clusters
  Score: Raw -378478.553233 + Penalty 2700.964794 = -375777.588439
  nChanged 0
		SP:Iteration 29F (8025.870000 sec): 3 clusters
  Score: Raw -378478.553233 + Penalty 2700.964794 = -375777.588439
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (9215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8025.900000 sec): 2 clusters
  Score: Raw -868913.823108 + Penalty 1483.395529 = -867430.427579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8025.920000 sec): 3 clusters
  Score: Raw -863711.020148 + Penalty 2966.791058 = -860744.229090
  nChanged 4054
		SP:Iteration 1F (8025.940000 sec): 3 clusters
  Score: Raw -866286.433547 + Penalty 2966.791058 = -863319.642490
  nChanged 791
		SP:Iteration 2F (8025.970000 sec): 3 clusters
  Score: Raw -867024.588443 + Penalty 2966.791058 = -864057.797385
  nChanged 767
		SP:Iteration 3F (8025.990000 sec): 3 clusters
  Score: Raw -867822.425229 + Penalty 2966.791058 = -864855.634171
  nChanged 762
		SP:Iteration 4F (8026.010000 sec): 3 clusters
  Score: Raw -868579.577928 + Penalty 2966.791058 = -865612.786870
  nChanged 623
		SP:Iteration 5F (8026.030000 sec): 3 clusters
  Score: Raw -869077.137402 + Penalty 2966.791058 = -866110.346344
  nChanged 456
		SP:Iteration 6Q (8026.050000 sec): 3 clusters
  Score: Raw -869370.789284 + Penalty 2966.791058 = -866403.998227
  nChanged 315
		SP:Iteration 7Q (8026.080000 sec): 3 clusters
  Score: Raw -869529.407823 + Penalty 2966.791058 = -866562.616765
  nChanged 223
		SP:Iteration 8Q (8026.100000 sec): 3 clusters
  Score: Raw -869612.033972 + Penalty 2966.791058 = -866645.242914
  nChanged 147
		SP:Iteration 9Q (8026.120000 sec): 3 clusters
  Score: Raw -869658.608228 + Penalty 2966.791058 = -866691.817170
  nChanged 87
		SP:Iteration 10Q (8026.140000 sec): 3 clusters
  Score: Raw -869677.466411 + Penalty 2966.791058 = -866710.675353
  nChanged 53
		SP:Iteration 11Q (8026.160000 sec): 3 clusters
  Score: Raw -869685.988218 + Penalty 2966.791058 = -866719.197160
  nChanged 34
		SP:Iteration 12Q (8026.180000 sec): 3 clusters
  Score: Raw -869692.419118 + Penalty 2966.791058 = -866725.628060
  nChanged 37
		SP:Iteration 13Q (8026.200000 sec): 3 clusters
  Score: Raw -869698.891180 + Penalty 2966.791058 = -866732.100122
  nChanged 31
		SP:Iteration 14Q (8026.220000 sec): 3 clusters
  Score: Raw -869704.355176 + Penalty 2966.791058 = -866737.564118
  nChanged 33
		SP:Iteration 15Q (8026.240000 sec): 3 clusters
  Score: Raw -869709.079895 + Penalty 2966.791058 = -866742.288837
  nChanged 20
		SP:Iteration 16Q (8026.260000 sec): 3 clusters
  Score: Raw -869711.597910 + Penalty 2966.791058 = -866744.806853
  nChanged 12
		SP:Iteration 17Q (8026.280000 sec): 3 clusters
  Score: Raw -869712.858694 + Penalty 2966.791058 = -866746.067637
  nChanged 3
		SP:Iteration 18Q (8026.300000 sec): 3 clusters
  Score: Raw -869713.284774 + Penalty 2966.791058 = -866746.493716
  nChanged 7
		SP:Iteration 19Q (8026.320000 sec): 3 clusters
  Score: Raw -869713.903261 + Penalty 2966.791058 = -866747.112203
  nChanged 4
		SP:Iteration 20F (8026.340000 sec): 3 clusters
  Score: Raw -869714.223242 + Penalty 2966.791058 = -866747.432184
  nChanged 5
		SP:Iteration 21Q (8026.360000 sec): 3 clusters
  Score: Raw -869714.674357 + Penalty 2966.791058 = -866747.883299
  nChanged 3
		SP:Iteration 22Q (8026.380000 sec): 3 clusters
  Score: Raw -869714.975037 + Penalty 2966.791058 = -866748.183979
  nChanged 3
		SP:Iteration 23Q (8026.410000 sec): 3 clusters
  Score: Raw -869715.283967 + Penalty 2966.791058 = -866748.492910
  nChanged 2
		SP:Iteration 24Q (8026.430000 sec): 3 clusters
  Score: Raw -869715.630679 + Penalty 2966.791058 = -866748.839621
  nChanged 4
		SP:Iteration 25Q (8026.450000 sec): 3 clusters
  Score: Raw -869715.956820 + Penalty 2966.791058 = -866749.165762
  nChanged 0
		SP:Iteration 26F (8026.470000 sec): 3 clusters
  Score: Raw -869715.956820 + Penalty 2966.791058 = -866749.165762
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8026.500000 sec): 2 clusters
  Score: Raw -975814.452274 + Penalty 1488.019825 = -974326.432449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8026.520000 sec): 3 clusters
  Score: Raw -970487.065063 + Penalty 2976.039649 = -967511.025414
  nChanged 4070
		SP:Iteration 1F (8026.550000 sec): 3 clusters
  Score: Raw -972659.340372 + Penalty 2976.039649 = -969683.300723
  nChanged 605
		SP:Iteration 2F (8026.570000 sec): 3 clusters
  Score: Raw -972940.961349 + Penalty 2976.039649 = -969964.921700
  nChanged 489
		SP:Iteration 3F (8026.590000 sec): 3 clusters
  Score: Raw -973222.250089 + Penalty 2976.039649 = -970246.210439
  nChanged 520
		SP:Iteration 4F (8026.620000 sec): 3 clusters
  Score: Raw -973578.463546 + Penalty 2976.039649 = -970602.423896
  nChanged 575
		SP:Iteration 5F (8026.640000 sec): 3 clusters
  Score: Raw -973990.466610 + Penalty 2976.039649 = -971014.426961
  nChanged 545
		SP:Iteration 6F (8026.660000 sec): 3 clusters
  Score: Raw -974370.632062 + Penalty 2976.039649 = -971394.592412
  nChanged 525
		SP:Iteration 7F (8026.680000 sec): 3 clusters
  Score: Raw -974708.102126 + Penalty 2976.039649 = -971732.062476
  nChanged 481
		SP:Iteration 8F (8026.710000 sec): 3 clusters
  Score: Raw -974971.705098 + Penalty 2976.039649 = -971995.665449
  nChanged 395
		SP:Iteration 9Q (8026.730000 sec): 3 clusters
  Score: Raw -975143.065012 + Penalty 2976.039649 = -972167.025363
  nChanged 263
		SP:Iteration 10Q (8026.750000 sec): 3 clusters
  Score: Raw -975230.720338 + Penalty 2976.039649 = -972254.680689
  nChanged 192
		SP:Iteration 11Q (8026.770000 sec): 3 clusters
  Score: Raw -975284.862258 + Penalty 2976.039649 = -972308.822608
  nChanged 150
		SP:Iteration 12Q (8026.800000 sec): 3 clusters
  Score: Raw -975321.333417 + Penalty 2976.039649 = -972345.293768
  nChanged 104
		SP:Iteration 13Q (8026.820000 sec): 3 clusters
  Score: Raw -975344.188800 + Penalty 2976.039649 = -972368.149151
  nChanged 88
		SP:Iteration 14Q (8026.840000 sec): 3 clusters
  Score: Raw -975361.929045 + Penalty 2976.039649 = -972385.889396
  nChanged 72
		SP:Iteration 15Q (8026.860000 sec): 3 clusters
  Score: Raw -975373.583092 + Penalty 2976.039649 = -972397.543442
  nChanged 56
		SP:Iteration 16Q (8026.880000 sec): 3 clusters
  Score: Raw -975382.583721 + Penalty 2976.039649 = -972406.544072
  nChanged 41
		SP:Iteration 17Q (8026.900000 sec): 3 clusters
  Score: Raw -975388.966310 + Penalty 2976.039649 = -972412.926661
  nChanged 44
		SP:Iteration 18Q (8026.930000 sec): 3 clusters
  Score: Raw -975394.804550 + Penalty 2976.039649 = -972418.764901
  nChanged 28
		SP:Iteration 19Q (8026.950000 sec): 3 clusters
  Score: Raw -975398.811926 + Penalty 2976.039649 = -972422.772277
  nChanged 29
		SP:Iteration 20F (8026.970000 sec): 3 clusters
  Score: Raw -975402.301310 + Penalty 2976.039649 = -972426.261661
  nChanged 25
		SP:Iteration 21Q (8027.000000 sec): 3 clusters
  Score: Raw -975405.465860 + Penalty 2976.039649 = -972429.426211
  nChanged 21
		SP:Iteration 22Q (8027.020000 sec): 3 clusters
  Score: Raw -975407.867357 + Penalty 2976.039649 = -972431.827708
  nChanged 19
		SP:Iteration 23Q (8027.040000 sec): 3 clusters
  Score: Raw -975410.019660 + Penalty 2976.039649 = -972433.980011
  nChanged 20
		SP:Iteration 24Q (8027.060000 sec): 3 clusters
  Score: Raw -975411.980050 + Penalty 2976.039649 = -972435.940400
  nChanged 15
		SP:Iteration 25Q (8027.080000 sec): 3 clusters
  Score: Raw -975414.367702 + Penalty 2976.039649 = -972438.328052
  nChanged 21
		SP:Iteration 26Q (8027.100000 sec): 3 clusters
  Score: Raw -975417.442164 + Penalty 2976.039649 = -972441.402515
  nChanged 21
		SP:Iteration 27Q (8027.130000 sec): 3 clusters
  Score: Raw -975420.292637 + Penalty 2976.039649 = -972444.252987
  nChanged 17
		SP:Iteration 28Q (8027.150000 sec): 3 clusters
  Score: Raw -975422.124461 + Penalty 2976.039649 = -972446.084811
  nChanged 14
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -975423.914486 + Penalty 2976.039649 = -972447.874837
  nChanged 17
		SP:Iteration 30Q (8027.190000 sec): 3 clusters
  Score: Raw -975425.782306 + Penalty 2976.039649 = -972449.742657
  nChanged 16
		SP:Iteration 31Q (8027.220000 sec): 3 clusters
  Score: Raw -975427.105086 + Penalty 2976.039649 = -972451.065436
  nChanged 16
		SP:Iteration 32Q (8027.240000 sec): 3 clusters
  Score: Raw -975428.778222 + Penalty 2976.039649 = -972452.738573
  nChanged 12
		SP:Iteration 33Q (8027.260000 sec): 3 clusters
  Score: Raw -975430.101152 + Penalty 2976.039649 = -972454.061503
  nChanged 10
		SP:Iteration 34Q (8027.280000 sec): 3 clusters
  Score: Raw -975431.091463 + Penalty 2976.039649 = -972455.051814
  nChanged 10
		SP:Iteration 35Q (8027.300000 sec): 3 clusters
  Score: Raw -975432.304553 + Penalty 2976.039649 = -972456.264904
  nChanged 13
		SP:Iteration 36Q (8027.320000 sec): 3 clusters
  Score: Raw -975434.039334 + Penalty 2976.039649 = -972457.999685
  nChanged 14
		SP:Iteration 37Q (8027.340000 sec): 3 clusters
  Score: Raw -975435.638406 + Penalty 2976.039649 = -972459.598757
  nChanged 11
		SP:Iteration 38Q (8027.370000 sec): 3 clusters
  Score: Raw -975437.011000 + Penalty 2976.039649 = -972460.971351
  nChanged 14
		SP:Iteration 39Q (8027.390000 sec): 3 clusters
  Score: Raw -975438.635200 + Penalty 2976.039649 = -972462.595551
  nChanged 17
		SP:Iteration 40F (8027.410000 sec): 3 clusters
  Score: Raw -975440.611512 + Penalty 2976.039649 = -972464.571863
  nChanged 14
		SP:Iteration 41Q (8027.440000 sec): 3 clusters
  Score: Raw -975442.098997 + Penalty 2976.039649 = -972466.059348
  nChanged 10
		SP:Iteration 42Q (8027.460000 sec): 3 clusters
  Score: Raw -975443.335316 + Penalty 2976.039649 = -972467.295666
  nChanged 10
		SP:Iteration 43Q (8027.480000 sec): 3 clusters
  Score: Raw -975444.143890 + Penalty 2976.039649 = -972468.104241
  nChanged 9
		SP:Iteration 44Q (8027.500000 sec): 3 clusters
  Score: Raw -975444.871514 + Penalty 2976.039649 = -972468.831864
  nChanged 6
		SP:Iteration 45Q (8027.530000 sec): 3 clusters
  Score: Raw -975445.335708 + Penalty 2976.039649 = -972469.296059
  nChanged 1
		SP:Iteration 46Q (8027.550000 sec): 3 clusters
  Score: Raw -975445.416230 + Penalty 2976.039649 = -972469.376580
  nChanged 2
		SP:Iteration 47Q (8027.570000 sec): 3 clusters
  Score: Raw -975445.551374 + Penalty 2976.039649 = -972469.511725
  nChanged 2
		SP:Iteration 48Q (8027.590000 sec): 3 clusters
  Score: Raw -975445.734787 + Penalty 2976.039649 = -972469.695137
  nChanged 2
		SP:Iteration 49Q (8027.610000 sec): 3 clusters
  Score: Raw -975446.183702 + Penalty 2976.039649 = -972470.144053
  nChanged 4
		SP:Iteration 50Q (8027.630000 sec): 3 clusters
  Score: Raw -975446.632029 + Penalty 2976.039649 = -972470.592380
  nChanged 0
		SP:Iteration 51F (8027.660000 sec): 3 clusters
  Score: Raw -975446.632029 + Penalty 2976.039649 = -972470.592380
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8027.670000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8027.670000 sec): 3 clusters
  Score: Raw -47073.288978 + Penalty 1993.354364 = -45079.934614
  nChanged 85
		SP:Iteration 1F (8027.670000 sec): 3 clusters
  Score: Raw -47190.015409 + Penalty 1993.354364 = -45196.661045
  nChanged 22
		SP:Iteration 2Q (8027.670000 sec): 3 clusters
  Score: Raw -47226.353405 + Penalty 1993.354364 = -45232.999041
  nChanged 4
		SP:Iteration 3Q (8027.670000 sec): 3 clusters
  Score: Raw -47236.648030 + Penalty 1993.354364 = -45243.293666
  nChanged 7
		SP:Iteration 4Q (8027.670000 sec): 3 clusters
  Score: Raw -47250.761912 + Penalty 1993.354364 = -45257.407548
  nChanged 2
		SP:Iteration 5Q (8027.670000 sec): 3 clusters
  Score: Raw -47253.901802 + Penalty 1993.354364 = -45260.547438
  nChanged 2
		SP:Iteration 6Q (8027.670000 sec): 3 clusters
  Score: Raw -47259.766053 + Penalty 1993.354364 = -45266.411689
  nChanged 2
		SP:Iteration 7Q (8027.670000 sec): 3 clusters
  Score: Raw -47263.551732 + Penalty 1993.354364 = -45270.197368
  nChanged 0
		SP:Iteration 8F (8027.680000 sec): 3 clusters
  Score: Raw -47263.551732 + Penalty 1993.354364 = -45270.197368
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8027.680000 sec): 2 clusters
  Score: Raw -28076.927738 + Penalty 931.667957 = -27145.259781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8027.680000 sec): 3 clusters
  Score: Raw -28189.212249 + Penalty 1863.335915 = -26325.876334
  nChanged 67
		SP:Iteration 1F (8027.680000 sec): 3 clusters
  Score: Raw -28338.983751 + Penalty 1863.335915 = -26475.647836
  nChanged 24
		SP:Iteration 2F (8027.680000 sec): 3 clusters
  Score: Raw -28534.107771 + Penalty 1863.335915 = -26670.771856
  nChanged 21
		SP:Iteration 3F (8027.680000 sec): 3 clusters
  Score: Raw -28735.033981 + Penalty 1863.335915 = -26871.698066
  nChanged 23
		SP:Iteration 4F (8027.680000 sec): 3 clusters
  Score: Raw -28832.826501 + Penalty 1863.335915 = -26969.490586
  nChanged 14
		SP:Iteration 5Q (8027.690000 sec): 3 clusters
  Score: Raw -28888.021111 + Penalty 1863.335915 = -27024.685196
  nChanged 9
		SP:Iteration 6Q (8027.690000 sec): 3 clusters
  Score: Raw -28958.870042 + Penalty 1863.335915 = -27095.534127
  nChanged 3
		SP:Iteration 7Q (8027.690000 sec): 3 clusters
  Score: Raw -28973.707444 + Penalty 1863.335915 = -27110.371529
  nChanged 2
		SP:Iteration 8Q (8027.690000 sec): 3 clusters
  Score: Raw -28985.831249 + Penalty 1863.335915 = -27122.495334
  nChanged 0
		SP:Iteration 9F (8027.690000 sec): 3 clusters
  Score: Raw -28985.831249 + Penalty 1863.335915 = -27122.495334
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (2977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8027.700000 sec): 2 clusters
  Score: Raw -294708.052627 + Penalty 1299.784096 = -293408.268531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8027.710000 sec): 3 clusters
  Score: Raw -293274.539610 + Penalty 2599.568192 = -290674.971418
  nChanged 1146
		SP:Iteration 1F (8027.710000 sec): 3 clusters
  Score: Raw -293923.957159 + Penalty 2599.568192 = -291324.388966
  nChanged 222
		SP:Iteration 2F (8027.720000 sec): 3 clusters
  Score: Raw -294080.174873 + Penalty 2599.568192 = -291480.606680
  nChanged 173
		SP:Iteration 3F (8027.730000 sec): 3 clusters
  Score: Raw -294204.268130 + Penalty 2599.568192 = -291604.699938
  nChanged 140
		SP:Iteration 4Q (8027.730000 sec): 3 clusters
  Score: Raw -294296.244306 + Penalty 2599.568192 = -291696.676114
  nChanged 123
		SP:Iteration 5Q (8027.740000 sec): 3 clusters
  Score: Raw -294376.134990 + Penalty 2599.568192 = -291776.566798
  nChanged 104
		SP:Iteration 6Q (8027.750000 sec): 3 clusters
  Score: Raw -294463.469690 + Penalty 2599.568192 = -291863.901497
  nChanged 79
		SP:Iteration 7Q (8027.750000 sec): 3 clusters
  Score: Raw -294538.375202 + Penalty 2599.568192 = -291938.807010
  nChanged 73
		SP:Iteration 8Q (8027.760000 sec): 3 clusters
  Score: Raw -294597.150249 + Penalty 2599.568192 = -291997.582057
  nChanged 85
		SP:Iteration 9Q (8027.770000 sec): 3 clusters
  Score: Raw -294655.331564 + Penalty 2599.568192 = -292055.763372
  nChanged 84
		SP:Iteration 10Q (8027.770000 sec): 3 clusters
  Score: Raw -294712.738451 + Penalty 2599.568192 = -292113.170259
  nChanged 73
		SP:Iteration 11Q (8027.780000 sec): 3 clusters
  Score: Raw -294760.556006 + Penalty 2599.568192 = -292160.987814
  nChanged 66
		SP:Iteration 12Q (8027.790000 sec): 3 clusters
  Score: Raw -294800.903423 + Penalty 2599.568192 = -292201.335231
  nChanged 52
		SP:Iteration 13Q (8027.790000 sec): 3 clusters
  Score: Raw -294830.756334 + Penalty 2599.568192 = -292231.188142
  nChanged 42
		SP:Iteration 14Q (8027.800000 sec): 3 clusters
  Score: Raw -294856.927785 + Penalty 2599.568192 = -292257.359593
  nChanged 42
		SP:Iteration 15Q (8027.810000 sec): 3 clusters
  Score: Raw -294878.932011 + Penalty 2599.568192 = -292279.363819
  nChanged 30
		SP:Iteration 16Q (8027.810000 sec): 3 clusters
  Score: Raw -294896.898760 + Penalty 2599.568192 = -292297.330568
  nChanged 29
		SP:Iteration 17Q (8027.820000 sec): 3 clusters
  Score: Raw -294911.429830 + Penalty 2599.568192 = -292311.861637
  nChanged 19
		SP:Iteration 18Q (8027.830000 sec): 3 clusters
  Score: Raw -294919.750971 + Penalty 2599.568192 = -292320.182778
  nChanged 17
		SP:Iteration 19Q (8027.830000 sec): 3 clusters
  Score: Raw -294926.645433 + Penalty 2599.568192 = -292327.077241
  nChanged 9
		SP:Iteration 20F (8027.840000 sec): 3 clusters
  Score: Raw -294929.716717 + Penalty 2599.568192 = -292330.148525
  nChanged 7
		SP:Iteration 21Q (8027.850000 sec): 3 clusters
  Score: Raw -294933.089146 + Penalty 2599.568192 = -292333.520954
  nChanged 8
		SP:Iteration 22Q (8027.850000 sec): 3 clusters
  Score: Raw -294936.451250 + Penalty 2599.568192 = -292336.883058
  nChanged 2
		SP:Iteration 23Q (8027.860000 sec): 3 clusters
  Score: Raw -294937.001785 + Penalty 2599.568192 = -292337.433592
  nChanged 3
		SP:Iteration 24Q (8027.870000 sec): 3 clusters
  Score: Raw -294938.336699 + Penalty 2599.568192 = -292338.768506
  nChanged 7
		SP:Iteration 25Q (8027.870000 sec): 3 clusters
  Score: Raw -294941.779136 + Penalty 2599.568192 = -292342.210944
  nChanged 8
		SP:Iteration 26Q (8027.880000 sec): 3 clusters
  Score: Raw -294945.049975 + Penalty 2599.568192 = -292345.481783
  nChanged 9
		SP:Iteration 27Q (8027.890000 sec): 3 clusters
  Score: Raw -294948.323439 + Penalty 2599.568192 = -292348.755246
  nChanged 6
		SP:Iteration 28Q (8027.890000 sec): 3 clusters
  Score: Raw -294950.387027 + Penalty 2599.568192 = -292350.818835
  nChanged 5
		SP:Iteration 29Q (8027.900000 sec): 3 clusters
  Score: Raw -294951.784564 + Penalty 2599.568192 = -292352.216372
  nChanged 4
		SP:Iteration 30Q (8027.910000 sec): 3 clusters
  Score: Raw -294952.999591 + Penalty 2599.568192 = -292353.431398
  nChanged 3
		SP:Iteration 31Q (8027.910000 sec): 3 clusters
  Score: Raw -294954.202589 + Penalty 2599.568192 = -292354.634397
  nChanged 3
		SP:Iteration 32Q (8027.920000 sec): 3 clusters
  Score: Raw -294955.173094 + Penalty 2599.568192 = -292355.604902
  nChanged 0
		SP:Iteration 33F (8027.930000 sec): 3 clusters
  Score: Raw -294955.173094 + Penalty 2599.568192 = -292355.604902
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8027.950000 sec): 2 clusters
  Score: Raw -562953.406922 + Penalty 1412.202026 = -561541.204897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8027.960000 sec): 3 clusters
  Score: Raw -559780.227566 + Penalty 2824.404051 = -556955.823515
  nChanged 2478
		SP:Iteration 1F (8027.970000 sec): 3 clusters
  Score: Raw -561333.536900 + Penalty 2824.404051 = -558509.132849
  nChanged 527
		SP:Iteration 2F (8027.990000 sec): 3 clusters
  Score: Raw -561869.412962 + Penalty 2824.404051 = -559045.008911
  nChanged 470
		SP:Iteration 3F (8028.000000 sec): 3 clusters
  Score: Raw -562251.500795 + Penalty 2824.404051 = -559427.096744
  nChanged 367
		SP:Iteration 4F (8028.020000 sec): 3 clusters
  Score: Raw -562505.098071 + Penalty 2824.404051 = -559680.694019
  nChanged 314
		SP:Iteration 5F (8028.030000 sec): 3 clusters
  Score: Raw -562690.664981 + Penalty 2824.404051 = -559866.260929
  nChanged 244
		SP:Iteration 6Q (8028.050000 sec): 3 clusters
  Score: Raw -562826.851090 + Penalty 2824.404051 = -560002.447039
  nChanged 195
		SP:Iteration 7Q (8028.060000 sec): 3 clusters
  Score: Raw -562918.167332 + Penalty 2824.404051 = -560093.763281
  nChanged 147
		SP:Iteration 8Q (8028.070000 sec): 3 clusters
  Score: Raw -562985.236094 + Penalty 2824.404051 = -560160.832043
  nChanged 157
		SP:Iteration 9Q (8028.090000 sec): 3 clusters
  Score: Raw -563062.625376 + Penalty 2824.404051 = -560238.221325
  nChanged 130
		SP:Iteration 10Q (8028.100000 sec): 3 clusters
  Score: Raw -563130.455994 + Penalty 2824.404051 = -560306.051942
  nChanged 145
		SP:Iteration 11Q (8028.110000 sec): 3 clusters
  Score: Raw -563202.096121 + Penalty 2824.404051 = -560377.692070
  nChanged 125
		SP:Iteration 12Q (8028.130000 sec): 3 clusters
  Score: Raw -563262.950173 + Penalty 2824.404051 = -560438.546122
  nChanged 114
		SP:Iteration 13Q (8028.140000 sec): 3 clusters
  Score: Raw -563305.548066 + Penalty 2824.404051 = -560481.144015
  nChanged 85
		SP:Iteration 14Q (8028.150000 sec): 3 clusters
  Score: Raw -563337.876550 + Penalty 2824.404051 = -560513.472499
  nChanged 78
		SP:Iteration 15Q (8028.170000 sec): 3 clusters
  Score: Raw -563367.640387 + Penalty 2824.404051 = -560543.236336
  nChanged 68
		SP:Iteration 16Q (8028.180000 sec): 3 clusters
  Score: Raw -563394.833122 + Penalty 2824.404051 = -560570.429071
  nChanged 75
		SP:Iteration 17Q (8028.190000 sec): 3 clusters
  Score: Raw -563427.395660 + Penalty 2824.404051 = -560602.991609
  nChanged 87
		SP:Iteration 18Q (8028.210000 sec): 3 clusters
  Score: Raw -563460.911203 + Penalty 2824.404051 = -560636.507152
  nChanged 79
		SP:Iteration 19Q (8028.220000 sec): 3 clusters
  Score: Raw -563486.806965 + Penalty 2824.404051 = -560662.402914
  nChanged 56
		SP:Iteration 20F (8028.230000 sec): 3 clusters
  Score: Raw -563505.932518 + Penalty 2824.404051 = -560681.528467
  nChanged 60
		SP:Iteration 21Q (8028.250000 sec): 3 clusters
  Score: Raw -563527.262071 + Penalty 2824.404051 = -560702.858020
  nChanged 69
		SP:Iteration 22Q (8028.260000 sec): 3 clusters
  Score: Raw -563553.531552 + Penalty 2824.404051 = -560729.127501
  nChanged 87
		SP:Iteration 23Q (8028.270000 sec): 3 clusters
  Score: Raw -563588.226389 + Penalty 2824.404051 = -560763.822338
  nChanged 84
		SP:Iteration 24Q (8028.290000 sec): 3 clusters
  Score: Raw -563622.029859 + Penalty 2824.404051 = -560797.625808
  nChanged 81
		SP:Iteration 25Q (8028.300000 sec): 3 clusters
  Score: Raw -563655.354632 + Penalty 2824.404051 = -560830.950581
  nChanged 71
		SP:Iteration 26Q (8028.310000 sec): 3 clusters
  Score: Raw -563685.911342 + Penalty 2824.404051 = -560861.507291
  nChanged 67
		SP:Iteration 27Q (8028.330000 sec): 3 clusters
  Score: Raw -563711.135635 + Penalty 2824.404051 = -560886.731584
  nChanged 68
		SP:Iteration 28Q (8028.340000 sec): 3 clusters
  Score: Raw -563736.718843 + Penalty 2824.404051 = -560912.314792
  nChanged 48
		SP:Iteration 29Q (8028.350000 sec): 3 clusters
  Score: Raw -563755.527538 + Penalty 2824.404051 = -560931.123487
  nChanged 38
		SP:Iteration 30Q (8028.360000 sec): 3 clusters
  Score: Raw -563769.058745 + Penalty 2824.404051 = -560944.654694
  nChanged 29
		SP:Iteration 31Q (8028.380000 sec): 3 clusters
  Score: Raw -563780.638789 + Penalty 2824.404051 = -560956.234738
  nChanged 38
		SP:Iteration 32Q (8028.390000 sec): 3 clusters
  Score: Raw -563795.816396 + Penalty 2824.404051 = -560971.412345
  nChanged 39
		SP:Iteration 33Q (8028.400000 sec): 3 clusters
  Score: Raw -563807.467655 + Penalty 2824.404051 = -560983.063604
  nChanged 37
		SP:Iteration 34Q (8028.410000 sec): 3 clusters
  Score: Raw -563820.634708 + Penalty 2824.404051 = -560996.230657
  nChanged 33
		SP:Iteration 35Q (8028.430000 sec): 3 clusters
  Score: Raw -563831.164517 + Penalty 2824.404051 = -561006.760466
  nChanged 30
		SP:Iteration 36Q (8028.440000 sec): 3 clusters
  Score: Raw -563839.254795 + Penalty 2824.404051 = -561014.850743
  nChanged 22
		SP:Iteration 37Q (8028.450000 sec): 3 clusters
  Score: Raw -563844.628868 + Penalty 2824.404051 = -561020.224817
  nChanged 14
		SP:Iteration 38Q (8028.460000 sec): 3 clusters
  Score: Raw -563848.812016 + Penalty 2824.404051 = -561024.407965
  nChanged 20
		SP:Iteration 39Q (8028.480000 sec): 3 clusters
  Score: Raw -563856.543086 + Penalty 2824.404051 = -561032.139035
  nChanged 25
		SP:Iteration 40F (8028.490000 sec): 3 clusters
  Score: Raw -563864.555059 + Penalty 2824.404051 = -561040.151008
  nChanged 27
		SP:Iteration 41Q (8028.500000 sec): 3 clusters
  Score: Raw -563873.028864 + Penalty 2824.404051 = -561048.624813
  nChanged 22
		SP:Iteration 42Q (8028.510000 sec): 3 clusters
  Score: Raw -563879.973985 + Penalty 2824.404051 = -561055.569934
  nChanged 22
		SP:Iteration 43Q (8028.530000 sec): 3 clusters
  Score: Raw -563889.070045 + Penalty 2824.404051 = -561064.665994
  nChanged 24
		SP:Iteration 44Q (8028.540000 sec): 3 clusters
  Score: Raw -563895.815864 + Penalty 2824.404051 = -561071.411813
  nChanged 17
		SP:Iteration 45Q (8028.550000 sec): 3 clusters
  Score: Raw -563900.944203 + Penalty 2824.404051 = -561076.540152
  nChanged 18
		SP:Iteration 46Q (8028.570000 sec): 3 clusters
  Score: Raw -563905.175886 + Penalty 2824.404051 = -561080.771834
  nChanged 17
		SP:Iteration 47Q (8028.580000 sec): 3 clusters
  Score: Raw -563909.301043 + Penalty 2824.404051 = -561084.896992
  nChanged 18
		SP:Iteration 48Q (8028.590000 sec): 3 clusters
  Score: Raw -563915.064223 + Penalty 2824.404051 = -561090.660171
  nChanged 20
		SP:Iteration 49Q (8028.600000 sec): 3 clusters
  Score: Raw -563919.740637 + Penalty 2824.404051 = -561095.336586
  nChanged 18
		SP:Iteration 50Q (8028.610000 sec): 3 clusters
  Score: Raw -563924.187050 + Penalty 2824.404051 = -561099.782999
  nChanged 19
		SP:Iteration 51Q (8028.630000 sec): 3 clusters
  Score: Raw -563928.628442 + Penalty 2824.404051 = -561104.224391
  nChanged 11
		SP:Iteration 52Q (8028.640000 sec): 3 clusters
  Score: Raw -563931.557942 + Penalty 2824.404051 = -561107.153891
  nChanged 12
		SP:Iteration 53Q (8028.650000 sec): 3 clusters
  Score: Raw -563934.492643 + Penalty 2824.404051 = -561110.088592
  nChanged 10
		SP:Iteration 54Q (8028.660000 sec): 3 clusters
  Score: Raw -563937.246534 + Penalty 2824.404051 = -561112.842482
  nChanged 8
		SP:Iteration 55Q (8028.680000 sec): 3 clusters
  Score: Raw -563939.854206 + Penalty 2824.404051 = -561115.450155
  nChanged 6
		SP:Iteration 56Q (8028.690000 sec): 3 clusters
  Score: Raw -563941.076504 + Penalty 2824.404051 = -561116.672453
  nChanged 4
		SP:Iteration 57Q (8028.700000 sec): 3 clusters
  Score: Raw -563942.326563 + Penalty 2824.404051 = -561117.922512
  nChanged 10
		SP:Iteration 58Q (8028.710000 sec): 3 clusters
  Score: Raw -563944.922984 + Penalty 2824.404051 = -561120.518933
  nChanged 12
		SP:Iteration 59Q (8028.730000 sec): 3 clusters
  Score: Raw -563947.428363 + Penalty 2824.404051 = -561123.024312
  nChanged 7
		SP:Iteration 60F (8028.740000 sec): 3 clusters
  Score: Raw -563948.970714 + Penalty 2824.404051 = -561124.566662
  nChanged 5
		SP:Iteration 61Q (8028.750000 sec): 3 clusters
  Score: Raw -563950.511014 + Penalty 2824.404051 = -561126.106963
  nChanged 10
		SP:Iteration 62Q (8028.760000 sec): 3 clusters
  Score: Raw -563952.615787 + Penalty 2824.404051 = -561128.211736
  nChanged 7
		SP:Iteration 63Q (8028.770000 sec): 3 clusters
  Score: Raw -563954.413670 + Penalty 2824.404051 = -561130.009618
  nChanged 8
		SP:Iteration 64Q (8028.790000 sec): 3 clusters
  Score: Raw -563956.981327 + Penalty 2824.404051 = -561132.577276
  nChanged 11
		SP:Iteration 65Q (8028.800000 sec): 3 clusters
  Score: Raw -563959.437859 + Penalty 2824.404051 = -561135.033808
  nChanged 9
		SP:Iteration 66Q (8028.810000 sec): 3 clusters
  Score: Raw -563961.572038 + Penalty 2824.404051 = -561137.167987
  nChanged 6
		SP:Iteration 67Q (8028.820000 sec): 3 clusters
  Score: Raw -563963.004957 + Penalty 2824.404051 = -561138.600906
  nChanged 6
		SP:Iteration 68Q (8028.830000 sec): 3 clusters
  Score: Raw -563964.711454 + Penalty 2824.404051 = -561140.307403
  nChanged 3
		SP:Iteration 69Q (8028.850000 sec): 3 clusters
  Score: Raw -563966.317390 + Penalty 2824.404051 = -561141.913339
  nChanged 5
		SP:Iteration 70Q (8028.860000 sec): 3 clusters
  Score: Raw -563968.172476 + Penalty 2824.404051 = -561143.768425
  nChanged 2
		SP:Iteration 71Q (8028.870000 sec): 3 clusters
  Score: Raw -563968.554982 + Penalty 2824.404051 = -561144.150931
  nChanged 3
		SP:Iteration 72Q (8028.880000 sec): 3 clusters
  Score: Raw -563969.639359 + Penalty 2824.404051 = -561145.235307
  nChanged 3
		SP:Iteration 73Q (8028.890000 sec): 3 clusters
  Score: Raw -563970.509474 + Penalty 2824.404051 = -561146.105423
  nChanged 4
		SP:Iteration 74Q (8028.910000 sec): 3 clusters
  Score: Raw -563971.502824 + Penalty 2824.404051 = -561147.098773
  nChanged 5
		SP:Iteration 75Q (8028.920000 sec): 3 clusters
  Score: Raw -563973.145862 + Penalty 2824.404051 = -561148.741811
  nChanged 8
		SP:Iteration 76Q (8028.930000 sec): 3 clusters
  Score: Raw -563975.427379 + Penalty 2824.404051 = -561151.023328
  nChanged 10
		SP:Iteration 77Q (8028.940000 sec): 3 clusters
  Score: Raw -563977.999684 + Penalty 2824.404051 = -561153.595633
  nChanged 6
		SP:Iteration 78Q (8028.950000 sec): 3 clusters
  Score: Raw -563979.324929 + Penalty 2824.404051 = -561154.920878
  nChanged 4
		SP:Iteration 79Q (8028.970000 sec): 3 clusters
  Score: Raw -563979.862427 + Penalty 2824.404051 = -561155.458376
  nChanged 1
		SP:Iteration 80F (8028.980000 sec): 3 clusters
  Score: Raw -563980.129204 + Penalty 2824.404051 = -561155.725153
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (12560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8029.020000 sec): 2 clusters
  Score: Raw -1264146.577105 + Penalty 1533.719272 = -1262612.857833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8029.050000 sec): 3 clusters
  Score: Raw -1256862.780196 + Penalty 3067.438543 = -1253795.341653
  nChanged 5523
		SP:Iteration 1F (8029.080000 sec): 3 clusters
  Score: Raw -1259796.345505 + Penalty 3067.438543 = -1256728.906962
  nChanged 758
		SP:Iteration 2F (8029.110000 sec): 3 clusters
  Score: Raw -1260127.129100 + Penalty 3067.438543 = -1257059.690557
  nChanged 658
		SP:Iteration 3F (8029.140000 sec): 3 clusters
  Score: Raw -1260412.891499 + Penalty 3067.438543 = -1257345.452956
  nChanged 620
		SP:Iteration 4Q (8029.170000 sec): 3 clusters
  Score: Raw -1260710.605454 + Penalty 3067.438543 = -1257643.166911
  nChanged 670
		SP:Iteration 5F (8029.200000 sec): 3 clusters
  Score: Raw -1261057.654789 + Penalty 3067.438543 = -1257990.216246
  nChanged 698
		SP:Iteration 6F (8029.230000 sec): 3 clusters
  Score: Raw -1261445.438696 + Penalty 3067.438543 = -1258378.000153
  nChanged 725
		SP:Iteration 7F (8029.260000 sec): 3 clusters
  Score: Raw -1261842.866071 + Penalty 3067.438543 = -1258775.427528
  nChanged 622
		SP:Iteration 8Q (8029.290000 sec): 3 clusters
  Score: Raw -1262149.993754 + Penalty 3067.438543 = -1259082.555211
  nChanged 515
		SP:Iteration 9Q (8029.320000 sec): 3 clusters
  Score: Raw -1262385.484574 + Penalty 3067.438543 = -1259318.046031
  nChanged 432
		SP:Iteration 10Q (8029.350000 sec): 3 clusters
  Score: Raw -1262559.960245 + Penalty 3067.438543 = -1259492.521702
  nChanged 330
		SP:Iteration 11Q (8029.380000 sec): 3 clusters
  Score: Raw -1262689.826209 + Penalty 3067.438543 = -1259622.387666
  nChanged 295
		SP:Iteration 12Q (8029.410000 sec): 3 clusters
  Score: Raw -1262798.385882 + Penalty 3067.438543 = -1259730.947339
  nChanged 253
		SP:Iteration 13Q (8029.440000 sec): 3 clusters
  Score: Raw -1262891.270078 + Penalty 3067.438543 = -1259823.831535
  nChanged 262
		SP:Iteration 14Q (8029.470000 sec): 3 clusters
  Score: Raw -1263001.153996 + Penalty 3067.438543 = -1259933.715453
  nChanged 270
		SP:Iteration 15Q (8029.500000 sec): 3 clusters
  Score: Raw -1263123.677208 + Penalty 3067.438543 = -1260056.238665
  nChanged 278
		SP:Iteration 16Q (8029.530000 sec): 3 clusters
  Score: Raw -1263272.363028 + Penalty 3067.438543 = -1260204.924485
  nChanged 255
		SP:Iteration 17Q (8029.560000 sec): 3 clusters
  Score: Raw -1263410.268556 + Penalty 3067.438543 = -1260342.830013
  nChanged 265
		SP:Iteration 18Q (8029.590000 sec): 3 clusters
  Score: Raw -1263571.946001 + Penalty 3067.438543 = -1260504.507458
  nChanged 255
		SP:Iteration 19Q (8029.620000 sec): 3 clusters
  Score: Raw -1263731.539785 + Penalty 3067.438543 = -1260664.101242
  nChanged 239
		SP:Iteration 20F (8029.650000 sec): 3 clusters
  Score: Raw -1263892.089656 + Penalty 3067.438543 = -1260824.651113
  nChanged 200
		SP:Iteration 21Q (8029.680000 sec): 3 clusters
  Score: Raw -1264037.238694 + Penalty 3067.438543 = -1260969.800151
  nChanged 173
		SP:Iteration 22Q (8029.710000 sec): 3 clusters
  Score: Raw -1264182.290822 + Penalty 3067.438543 = -1261114.852279
  nChanged 133
		SP:Iteration 23Q (8029.740000 sec): 3 clusters
  Score: Raw -1264291.628980 + Penalty 3067.438543 = -1261224.190437
  nChanged 99
		SP:Iteration 24Q (8029.770000 sec): 3 clusters
  Score: Raw -1264352.736497 + Penalty 3067.438543 = -1261285.297954
  nChanged 66
		SP:Iteration 25Q (8029.790000 sec): 3 clusters
  Score: Raw -1264394.074443 + Penalty 3067.438543 = -1261326.635900
  nChanged 48
		SP:Iteration 26Q (8029.820000 sec): 3 clusters
  Score: Raw -1264433.205245 + Penalty 3067.438543 = -1261365.766702
  nChanged 45
		SP:Iteration 27Q (8029.840000 sec): 3 clusters
  Score: Raw -1264468.607276 + Penalty 3067.438543 = -1261401.168733
  nChanged 35
		SP:Iteration 28Q (8029.870000 sec): 3 clusters
  Score: Raw -1264494.747375 + Penalty 3067.438543 = -1261427.308832
  nChanged 25
		SP:Iteration 29Q (8029.890000 sec): 3 clusters
  Score: Raw -1264511.793384 + Penalty 3067.438543 = -1261444.354841
  nChanged 20
		SP:Iteration 30Q (8029.910000 sec): 3 clusters
  Score: Raw -1264526.696266 + Penalty 3067.438543 = -1261459.257723
  nChanged 23
		SP:Iteration 31Q (8029.940000 sec): 3 clusters
  Score: Raw -1264540.379074 + Penalty 3067.438543 = -1261472.940531
  nChanged 17
		SP:Iteration 32Q (8029.960000 sec): 3 clusters
  Score: Raw -1264549.718582 + Penalty 3067.438543 = -1261482.280039
  nChanged 11
		SP:Iteration 33Q (8029.980000 sec): 3 clusters
  Score: Raw -1264555.437533 + Penalty 3067.438543 = -1261487.998990
  nChanged 7
		SP:Iteration 34Q (8030.010000 sec): 3 clusters
  Score: Raw -1264561.553911 + Penalty 3067.438543 = -1261494.115368
  nChanged 10
		SP:Iteration 35Q (8030.030000 sec): 3 clusters
  Score: Raw -1264568.723270 + Penalty 3067.438543 = -1261501.284727
  nChanged 6
		SP:Iteration 36Q (8030.050000 sec): 3 clusters
  Score: Raw -1264572.221588 + Penalty 3067.438543 = -1261504.783045
  nChanged 3
		SP:Iteration 37Q (8030.070000 sec): 3 clusters
  Score: Raw -1264575.152070 + Penalty 3067.438543 = -1261507.713527
  nChanged 6
		SP:Iteration 38Q (8030.100000 sec): 3 clusters
  Score: Raw -1264580.459152 + Penalty 3067.438543 = -1261513.020609
  nChanged 5
		SP:Iteration 39Q (8030.120000 sec): 3 clusters
  Score: Raw -1264583.349055 + Penalty 3067.438543 = -1261515.910512
  nChanged 3
		SP:Iteration 40F (8030.150000 sec): 3 clusters
  Score: Raw -1264584.485063 + Penalty 3067.438543 = -1261517.046520
  nChanged 3
		SP:Iteration 41Q (8030.170000 sec): 3 clusters
  Score: Raw -1264586.748917 + Penalty 3067.438543 = -1261519.310374
  nChanged 5
		SP:Iteration 42Q (8030.190000 sec): 3 clusters
  Score: Raw -1264590.225974 + Penalty 3067.438543 = -1261522.787431
  nChanged 3
		SP:Iteration 43Q (8030.220000 sec): 3 clusters
  Score: Raw -1264592.013344 + Penalty 3067.438543 = -1261524.574801
  nChanged 4
		SP:Iteration 44Q (8030.240000 sec): 3 clusters
  Score: Raw -1264593.947412 + Penalty 3067.438543 = -1261526.508869
  nChanged 1
		SP:Iteration 45Q (8030.260000 sec): 3 clusters
  Score: Raw -1264594.083958 + Penalty 3067.438543 = -1261526.645415
  nChanged 0
		SP:Iteration 46F (8030.290000 sec): 3 clusters
  Score: Raw -1264594.083958 + Penalty 3067.438543 = -1261526.645415
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8030.310000 sec): 2 clusters
  Score: Raw -323897.681965 + Penalty 1322.943341 = -322574.738624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8030.320000 sec): 3 clusters
  Score: Raw -322211.102648 + Penalty 2645.886683 = -319565.215965
  nChanged 1324
		SP:Iteration 1F (8030.330000 sec): 3 clusters
  Score: Raw -323015.060382 + Penalty 2645.886683 = -320369.173699
  nChanged 257
		SP:Iteration 2F (8030.330000 sec): 3 clusters
  Score: Raw -323193.012593 + Penalty 2645.886683 = -320547.125910
  nChanged 178
		SP:Iteration 3F (8030.340000 sec): 3 clusters
  Score: Raw -323299.760627 + Penalty 2645.886683 = -320653.873944
  nChanged 133
		SP:Iteration 4Q (8030.350000 sec): 3 clusters
  Score: Raw -323381.871962 + Penalty 2645.886683 = -320735.985280
  nChanged 107
		SP:Iteration 5Q (8030.360000 sec): 3 clusters
  Score: Raw -323441.510951 + Penalty 2645.886683 = -320795.624268
  nChanged 99
		SP:Iteration 6Q (8030.370000 sec): 3 clusters
  Score: Raw -323501.822984 + Penalty 2645.886683 = -320855.936301
  nChanged 99
		SP:Iteration 7Q (8030.370000 sec): 3 clusters
  Score: Raw -323549.085388 + Penalty 2645.886683 = -320903.198706
  nChanged 66
		SP:Iteration 8Q (8030.380000 sec): 3 clusters
  Score: Raw -323579.014686 + Penalty 2645.886683 = -320933.128003
  nChanged 73
		SP:Iteration 9Q (8030.390000 sec): 3 clusters
  Score: Raw -323614.657729 + Penalty 2645.886683 = -320968.771046
  nChanged 76
		SP:Iteration 10Q (8030.400000 sec): 3 clusters
  Score: Raw -323656.800105 + Penalty 2645.886683 = -321010.913422
  nChanged 80
		SP:Iteration 11Q (8030.410000 sec): 3 clusters
  Score: Raw -323700.728744 + Penalty 2645.886683 = -321054.842061
  nChanged 70
		SP:Iteration 12Q (8030.410000 sec): 3 clusters
  Score: Raw -323740.878725 + Penalty 2645.886683 = -321094.992042
  nChanged 63
		SP:Iteration 13Q (8030.420000 sec): 3 clusters
  Score: Raw -323779.544612 + Penalty 2645.886683 = -321133.657929
  nChanged 56
		SP:Iteration 14Q (8030.430000 sec): 3 clusters
  Score: Raw -323809.278360 + Penalty 2645.886683 = -321163.391677
  nChanged 62
		SP:Iteration 15Q (8030.440000 sec): 3 clusters
  Score: Raw -323837.865226 + Penalty 2645.886683 = -321191.978543
  nChanged 54
		SP:Iteration 16Q (8030.450000 sec): 3 clusters
  Score: Raw -323863.501492 + Penalty 2645.886683 = -321217.614809
  nChanged 68
		SP:Iteration 17Q (8030.450000 sec): 3 clusters
  Score: Raw -323896.474124 + Penalty 2645.886683 = -321250.587442
  nChanged 47
		SP:Iteration 18Q (8030.460000 sec): 3 clusters
  Score: Raw -323924.127115 + Penalty 2645.886683 = -321278.240432
  nChanged 43
		SP:Iteration 19Q (8030.470000 sec): 3 clusters
  Score: Raw -323946.957733 + Penalty 2645.886683 = -321301.071051
  nChanged 35
		SP:Iteration 20F (8030.470000 sec): 3 clusters
  Score: Raw -323960.516647 + Penalty 2645.886683 = -321314.629964
  nChanged 28
		SP:Iteration 21Q (8030.480000 sec): 3 clusters
  Score: Raw -323973.159573 + Penalty 2645.886683 = -321327.272890
  nChanged 27
		SP:Iteration 22Q (8030.490000 sec): 3 clusters
  Score: Raw -323986.949377 + Penalty 2645.886683 = -321341.062694
  nChanged 20
		SP:Iteration 23Q (8030.500000 sec): 3 clusters
  Score: Raw -323997.376278 + Penalty 2645.886683 = -321351.489595
  nChanged 27
		SP:Iteration 24Q (8030.510000 sec): 3 clusters
  Score: Raw -324011.942363 + Penalty 2645.886683 = -321366.055680
  nChanged 32
		SP:Iteration 25Q (8030.510000 sec): 3 clusters
  Score: Raw -324025.344290 + Penalty 2645.886683 = -321379.457607
  nChanged 32
		SP:Iteration 26Q (8030.520000 sec): 3 clusters
  Score: Raw -324039.579161 + Penalty 2645.886683 = -321393.692478
  nChanged 32
		SP:Iteration 27Q (8030.530000 sec): 3 clusters
  Score: Raw -324056.368780 + Penalty 2645.886683 = -321410.482097
  nChanged 30
		SP:Iteration 28Q (8030.540000 sec): 3 clusters
  Score: Raw -324072.200499 + Penalty 2645.886683 = -321426.313816
  nChanged 27
		SP:Iteration 29Q (8030.550000 sec): 3 clusters
  Score: Raw -324083.014498 + Penalty 2645.886683 = -321437.127815
  nChanged 19
		SP:Iteration 30Q (8030.550000 sec): 3 clusters
  Score: Raw -324092.503141 + Penalty 2645.886683 = -321446.616458
  nChanged 18
		SP:Iteration 31Q (8030.560000 sec): 3 clusters
  Score: Raw -324102.951676 + Penalty 2645.886683 = -321457.064993
  nChanged 18
		SP:Iteration 32Q (8030.570000 sec): 3 clusters
  Score: Raw -324110.394089 + Penalty 2645.886683 = -321464.507406
  nChanged 16
		SP:Iteration 33Q (8030.580000 sec): 3 clusters
  Score: Raw -324116.389977 + Penalty 2645.886683 = -321470.503295
  nChanged 18
		SP:Iteration 34Q (8030.580000 sec): 3 clusters
  Score: Raw -324127.132733 + Penalty 2645.886683 = -321481.246050
  nChanged 17
		SP:Iteration 35Q (8030.590000 sec): 3 clusters
  Score: Raw -324140.067943 + Penalty 2645.886683 = -321494.181260
  nChanged 16
		SP:Iteration 36Q (8030.600000 sec): 3 clusters
  Score: Raw -324150.625238 + Penalty 2645.886683 = -321504.738556
  nChanged 19
		SP:Iteration 37Q (8030.610000 sec): 3 clusters
  Score: Raw -324165.731510 + Penalty 2645.886683 = -321519.844827
  nChanged 24
		SP:Iteration 38Q (8030.610000 sec): 3 clusters
  Score: Raw -324181.334628 + Penalty 2645.886683 = -321535.447946
  nChanged 25
		SP:Iteration 39Q (8030.620000 sec): 3 clusters
  Score: Raw -324200.891337 + Penalty 2645.886683 = -321555.004654
  nChanged 28
		SP:Iteration 40F (8030.630000 sec): 3 clusters
  Score: Raw -324222.186109 + Penalty 2645.886683 = -321576.299426
  nChanged 33
		SP:Iteration 41Q (8030.640000 sec): 3 clusters
  Score: Raw -324248.596429 + Penalty 2645.886683 = -321602.709746
  nChanged 32
		SP:Iteration 42Q (8030.650000 sec): 3 clusters
  Score: Raw -324278.614788 + Penalty 2645.886683 = -321632.728105
  nChanged 43
		SP:Iteration 43Q (8030.650000 sec): 3 clusters
  Score: Raw -324320.222312 + Penalty 2645.886683 = -321674.335629
  nChanged 35
		SP:Iteration 44Q (8030.660000 sec): 3 clusters
  Score: Raw -324355.488118 + Penalty 2645.886683 = -321709.601435
  nChanged 28
		SP:Iteration 45Q (8030.670000 sec): 3 clusters
  Score: Raw -324391.187568 + Penalty 2645.886683 = -321745.300885
  nChanged 35
		SP:Iteration 46Q (8030.670000 sec): 3 clusters
  Score: Raw -324444.599373 + Penalty 2645.886683 = -321798.712690
  nChanged 39
		SP:Iteration 47Q (8030.680000 sec): 3 clusters
  Score: Raw -324481.833618 + Penalty 2645.886683 = -321835.946935
  nChanged 29
		SP:Iteration 48Q (8030.690000 sec): 3 clusters
  Score: Raw -324509.100006 + Penalty 2645.886683 = -321863.213323
  nChanged 21
		SP:Iteration 49Q (8030.690000 sec): 3 clusters
  Score: Raw -324527.597305 + Penalty 2645.886683 = -321881.710622
  nChanged 14
		SP:Iteration 50Q (8030.700000 sec): 3 clusters
  Score: Raw -324537.972735 + Penalty 2645.886683 = -321892.086052
  nChanged 12
		SP:Iteration 51Q (8030.710000 sec): 3 clusters
  Score: Raw -324547.254330 + Penalty 2645.886683 = -321901.367647
  nChanged 10
		SP:Iteration 52Q (8030.710000 sec): 3 clusters
  Score: Raw -324553.475071 + Penalty 2645.886683 = -321907.588389
  nChanged 12
		SP:Iteration 53Q (8030.720000 sec): 3 clusters
  Score: Raw -324559.695477 + Penalty 2645.886683 = -321913.808794
  nChanged 6
		SP:Iteration 54Q (8030.730000 sec): 3 clusters
  Score: Raw -324563.405716 + Penalty 2645.886683 = -321917.519033
  nChanged 4
		SP:Iteration 55Q (8030.730000 sec): 3 clusters
  Score: Raw -324565.010182 + Penalty 2645.886683 = -321919.123499
  nChanged 5
		SP:Iteration 56Q (8030.740000 sec): 3 clusters
  Score: Raw -324567.429583 + Penalty 2645.886683 = -321921.542900
  nChanged 9
		SP:Iteration 57Q (8030.750000 sec): 3 clusters
  Score: Raw -324573.522970 + Penalty 2645.886683 = -321927.636288
  nChanged 5
		SP:Iteration 58Q (8030.750000 sec): 3 clusters
  Score: Raw -324577.359365 + Penalty 2645.886683 = -321931.472682
  nChanged 4
		SP:Iteration 59Q (8030.760000 sec): 3 clusters
  Score: Raw -324579.146909 + Penalty 2645.886683 = -321933.260226
  nChanged 3
		SP:Iteration 60F (8030.770000 sec): 3 clusters
  Score: Raw -324579.799185 + Penalty 2645.886683 = -321933.912502
  nChanged 1
		SP:Iteration 61Q (8030.770000 sec): 3 clusters
  Score: Raw -324580.926734 + Penalty 2645.886683 = -321935.040051
  nChanged 3
		SP:Iteration 62Q (8030.780000 sec): 3 clusters
  Score: Raw -324581.915662 + Penalty 2645.886683 = -321936.028979
  nChanged 2
		SP:Iteration 63Q (8030.790000 sec): 3 clusters
  Score: Raw -324582.422915 + Penalty 2645.886683 = -321936.536232
  nChanged 0
		SP:Iteration 64F (8030.790000 sec): 3 clusters
  Score: Raw -324582.422915 + Penalty 2645.886683 = -321936.536232
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (18483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8030.850000 sec): 2 clusters
  Score: Raw -1760539.344315 + Penalty 1596.498584 = -1758942.845732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8030.900000 sec): 3 clusters
  Score: Raw -1749421.413514 + Penalty 3192.997168 = -1746228.416346
  nChanged 8304
		SP:Iteration 1F (8030.950000 sec): 3 clusters
  Score: Raw -1754052.660349 + Penalty 3192.997168 = -1750859.663182
  nChanged 960
		SP:Iteration 2F (8030.990000 sec): 3 clusters
  Score: Raw -1754412.944314 + Penalty 3192.997168 = -1751219.947146
  nChanged 916
		SP:Iteration 3Q (8031.040000 sec): 3 clusters
  Score: Raw -1754809.861989 + Penalty 3192.997168 = -1751616.864822
  nChanged 927
		SP:Iteration 4F (8031.090000 sec): 3 clusters
  Score: Raw -1755276.611574 + Penalty 3192.997168 = -1752083.614407
  nChanged 962
		SP:Iteration 5F (8031.130000 sec): 3 clusters
  Score: Raw -1755800.795284 + Penalty 3192.997168 = -1752607.798117
  nChanged 1063
		SP:Iteration 6F (8031.180000 sec): 3 clusters
  Score: Raw -1756479.954017 + Penalty 3192.997168 = -1753286.956849
  nChanged 1080
		SP:Iteration 7F (8031.220000 sec): 3 clusters
  Score: Raw -1757231.992645 + Penalty 3192.997168 = -1754038.995477
  nChanged 1050
		SP:Iteration 8F (8031.270000 sec): 3 clusters
  Score: Raw -1757989.134902 + Penalty 3192.997168 = -1754796.137735
  nChanged 910
		SP:Iteration 9Q (8031.310000 sec): 3 clusters
  Score: Raw -1758641.540056 + Penalty 3192.997168 = -1755448.542888
  nChanged 722
		SP:Iteration 10Q (8031.360000 sec): 3 clusters
  Score: Raw -1759178.739672 + Penalty 3192.997168 = -1755985.742505
  nChanged 592
		SP:Iteration 11Q (8031.400000 sec): 3 clusters
  Score: Raw -1759638.236429 + Penalty 3192.997168 = -1756445.239261
  nChanged 450
		SP:Iteration 12Q (8031.450000 sec): 3 clusters
  Score: Raw -1760009.866161 + Penalty 3192.997168 = -1756816.868993
  nChanged 331
		SP:Iteration 13Q (8031.490000 sec): 3 clusters
  Score: Raw -1760276.620225 + Penalty 3192.997168 = -1757083.623058
  nChanged 255
		SP:Iteration 14Q (8031.530000 sec): 3 clusters
  Score: Raw -1760452.155584 + Penalty 3192.997168 = -1757259.158416
  nChanged 198
		SP:Iteration 15Q (8031.560000 sec): 3 clusters
  Score: Raw -1760588.557051 + Penalty 3192.997168 = -1757395.559883
  nChanged 177
		SP:Iteration 16Q (8031.600000 sec): 3 clusters
  Score: Raw -1760700.349825 + Penalty 3192.997168 = -1757507.352657
  nChanged 136
		SP:Iteration 17Q (8031.640000 sec): 3 clusters
  Score: Raw -1760785.850480 + Penalty 3192.997168 = -1757592.853313
  nChanged 110
		SP:Iteration 18Q (8031.670000 sec): 3 clusters
  Score: Raw -1760845.674869 + Penalty 3192.997168 = -1757652.677701
  nChanged 75
		SP:Iteration 19Q (8031.710000 sec): 3 clusters
  Score: Raw -1760882.910319 + Penalty 3192.997168 = -1757689.913151
  nChanged 67
		SP:Iteration 20F (8031.760000 sec): 3 clusters
  Score: Raw -1760909.649140 + Penalty 3192.997168 = -1757716.651972
  nChanged 54
		SP:Iteration 21Q (8031.790000 sec): 3 clusters
  Score: Raw -1760930.392662 + Penalty 3192.997168 = -1757737.395494
  nChanged 42
		SP:Iteration 22Q (8031.830000 sec): 3 clusters
  Score: Raw -1760942.176124 + Penalty 3192.997168 = -1757749.178956
  nChanged 25
		SP:Iteration 23Q (8031.870000 sec): 3 clusters
  Score: Raw -1760947.903772 + Penalty 3192.997168 = -1757754.906604
  nChanged 19
		SP:Iteration 24Q (8031.900000 sec): 3 clusters
  Score: Raw -1760953.040429 + Penalty 3192.997168 = -1757760.043262
  nChanged 18
		SP:Iteration 25Q (8031.940000 sec): 3 clusters
  Score: Raw -1760957.842402 + Penalty 3192.997168 = -1757764.845235
  nChanged 14
		SP:Iteration 26Q (8031.970000 sec): 3 clusters
  Score: Raw -1760962.040417 + Penalty 3192.997168 = -1757769.043249
  nChanged 14
		SP:Iteration 27Q (8032.010000 sec): 3 clusters
  Score: Raw -1760965.592239 + Penalty 3192.997168 = -1757772.595072
  nChanged 14
		SP:Iteration 28Q (8032.050000 sec): 3 clusters
  Score: Raw -1760969.021924 + Penalty 3192.997168 = -1757776.024756
  nChanged 15
		SP:Iteration 29Q (8032.080000 sec): 3 clusters
  Score: Raw -1760971.546060 + Penalty 3192.997168 = -1757778.548892
  nChanged 9
		SP:Iteration 30Q (8032.110000 sec): 3 clusters
  Score: Raw -1760973.460861 + Penalty 3192.997168 = -1757780.463694
  nChanged 6
		SP:Iteration 31Q (8032.150000 sec): 3 clusters
  Score: Raw -1760974.306982 + Penalty 3192.997168 = -1757781.309815
  nChanged 3
		SP:Iteration 32Q (8032.190000 sec): 3 clusters
  Score: Raw -1760974.762176 + Penalty 3192.997168 = -1757781.765008
  nChanged 5
		SP:Iteration 33Q (8032.220000 sec): 3 clusters
  Score: Raw -1760975.715051 + Penalty 3192.997168 = -1757782.717883
  nChanged 3
		SP:Iteration 34Q (8032.250000 sec): 3 clusters
  Score: Raw -1760977.108478 + Penalty 3192.997168 = -1757784.111310
  nChanged 3
		SP:Iteration 35Q (8032.290000 sec): 3 clusters
  Score: Raw -1760978.588340 + Penalty 3192.997168 = -1757785.591172
  nChanged 4
		SP:Iteration 36Q (8032.330000 sec): 3 clusters
  Score: Raw -1760979.450241 + Penalty 3192.997168 = -1757786.453073
  nChanged 3
		SP:Iteration 37Q (8032.360000 sec): 3 clusters
  Score: Raw -1760980.410456 + Penalty 3192.997168 = -1757787.413288
  nChanged 4
		SP:Iteration 38Q (8032.400000 sec): 3 clusters
  Score: Raw -1760981.385607 + Penalty 3192.997168 = -1757788.388439
  nChanged 3
		SP:Iteration 39Q (8032.430000 sec): 3 clusters
  Score: Raw -1760982.022211 + Penalty 3192.997168 = -1757789.025043
  nChanged 3
		SP:Iteration 40F (8032.480000 sec): 3 clusters
  Score: Raw -1760982.224961 + Penalty 3192.997168 = -1757789.227793
  nChanged 1
		SP:Iteration 41Q (8032.510000 sec): 3 clusters
  Score: Raw -1760982.322534 + Penalty 3192.997168 = -1757789.325367
  nChanged 0
		SP:Iteration 42F (8032.560000 sec): 3 clusters
  Score: Raw -1760982.322534 + Penalty 3192.997168 = -1757789.325367
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8032.590000 sec): 2 clusters
  Score: Raw -1220656.479358 + Penalty 1524.373179 = -1219132.106179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8032.620000 sec): 3 clusters
  Score: Raw -1213797.374726 + Penalty 3048.746358 = -1210748.628368
  nChanged 5215
		SP:Iteration 1F (8032.650000 sec): 3 clusters
  Score: Raw -1216534.530605 + Penalty 3048.746358 = -1213485.784247
  nChanged 681
		SP:Iteration 2F (8032.670000 sec): 3 clusters
  Score: Raw -1216822.771515 + Penalty 3048.746358 = -1213774.025157
  nChanged 600
		SP:Iteration 3F (8032.700000 sec): 3 clusters
  Score: Raw -1217066.476062 + Penalty 3048.746358 = -1214017.729705
  nChanged 525
		SP:Iteration 4Q (8032.730000 sec): 3 clusters
  Score: Raw -1217278.448500 + Penalty 3048.746358 = -1214229.702142
  nChanged 476
		SP:Iteration 5Q (8032.760000 sec): 3 clusters
  Score: Raw -1217479.805910 + Penalty 3048.746358 = -1214431.059552
  nChanged 445
		SP:Iteration 6Q (8032.790000 sec): 3 clusters
  Score: Raw -1217681.267990 + Penalty 3048.746358 = -1214632.521632
  nChanged 415
		SP:Iteration 7Q (8032.820000 sec): 3 clusters
  Score: Raw -1217891.663043 + Penalty 3048.746358 = -1214842.916685
  nChanged 435
		SP:Iteration 8Q (8032.850000 sec): 3 clusters
  Score: Raw -1218123.467762 + Penalty 3048.746358 = -1215074.721404
  nChanged 491
		SP:Iteration 9Q (8032.870000 sec): 3 clusters
  Score: Raw -1218402.108889 + Penalty 3048.746358 = -1215353.362531
  nChanged 488
		SP:Iteration 10Q (8032.900000 sec): 3 clusters
  Score: Raw -1218715.284238 + Penalty 3048.746358 = -1215666.537880
  nChanged 519
		SP:Iteration 11Q (8032.930000 sec): 3 clusters
  Score: Raw -1219050.412973 + Penalty 3048.746358 = -1216001.666616
  nChanged 517
		SP:Iteration 12Q (8032.960000 sec): 3 clusters
  Score: Raw -1219365.626054 + Penalty 3048.746358 = -1216316.879696
  nChanged 469
		SP:Iteration 13Q (8032.980000 sec): 3 clusters
  Score: Raw -1219597.919488 + Penalty 3048.746358 = -1216549.173130
  nChanged 375
		SP:Iteration 14Q (8033.010000 sec): 3 clusters
  Score: Raw -1219760.318219 + Penalty 3048.746358 = -1216711.571861
  nChanged 299
		SP:Iteration 15Q (8033.040000 sec): 3 clusters
  Score: Raw -1219865.549820 + Penalty 3048.746358 = -1216816.803462
  nChanged 235
		SP:Iteration 16Q (8033.070000 sec): 3 clusters
  Score: Raw -1219945.605291 + Penalty 3048.746358 = -1216896.858933
  nChanged 216
		SP:Iteration 17Q (8033.090000 sec): 3 clusters
  Score: Raw -1220022.434837 + Penalty 3048.746358 = -1216973.688479
  nChanged 217
		SP:Iteration 18Q (8033.120000 sec): 3 clusters
  Score: Raw -1220105.374729 + Penalty 3048.746358 = -1217056.628371
  nChanged 222
		SP:Iteration 19Q (8033.150000 sec): 3 clusters
  Score: Raw -1220200.930000 + Penalty 3048.746358 = -1217152.183642
  nChanged 255
		SP:Iteration 20F (8033.170000 sec): 3 clusters
  Score: Raw -1220321.569344 + Penalty 3048.746358 = -1217272.822986
  nChanged 281
		SP:Iteration 21Q (8033.200000 sec): 3 clusters
  Score: Raw -1220462.763170 + Penalty 3048.746358 = -1217414.016812
  nChanged 277
		SP:Iteration 22Q (8033.230000 sec): 3 clusters
  Score: Raw -1220609.074097 + Penalty 3048.746358 = -1217560.327739
  nChanged 271
		SP:Iteration 23Q (8033.250000 sec): 3 clusters
  Score: Raw -1220764.856972 + Penalty 3048.746358 = -1217716.110614
  nChanged 253
		SP:Iteration 24Q (8033.280000 sec): 3 clusters
  Score: Raw -1220911.972457 + Penalty 3048.746358 = -1217863.226099
  nChanged 241
		SP:Iteration 25Q (8033.310000 sec): 3 clusters
  Score: Raw -1221056.268478 + Penalty 3048.746358 = -1218007.522120
  nChanged 216
		SP:Iteration 26Q (8033.330000 sec): 3 clusters
  Score: Raw -1221162.071017 + Penalty 3048.746358 = -1218113.324659
  nChanged 189
		SP:Iteration 27Q (8033.360000 sec): 3 clusters
  Score: Raw -1221249.583931 + Penalty 3048.746358 = -1218200.837573
  nChanged 145
		SP:Iteration 28Q (8033.390000 sec): 3 clusters
  Score: Raw -1221311.603434 + Penalty 3048.746358 = -1218262.857076
  nChanged 131
		SP:Iteration 29Q (8033.410000 sec): 3 clusters
  Score: Raw -1221367.621602 + Penalty 3048.746358 = -1218318.875244
  nChanged 123
		SP:Iteration 30Q (8033.430000 sec): 3 clusters
  Score: Raw -1221418.683886 + Penalty 3048.746358 = -1218369.937528
  nChanged 96
		SP:Iteration 31Q (8033.460000 sec): 3 clusters
  Score: Raw -1221449.033640 + Penalty 3048.746358 = -1218400.287282
  nChanged 80
		SP:Iteration 32Q (8033.480000 sec): 3 clusters
  Score: Raw -1221474.075612 + Penalty 3048.746358 = -1218425.329254
  nChanged 52
		SP:Iteration 33Q (8033.510000 sec): 3 clusters
  Score: Raw -1221488.768092 + Penalty 3048.746358 = -1218440.021734
  nChanged 45
		SP:Iteration 34Q (8033.530000 sec): 3 clusters
  Score: Raw -1221500.016848 + Penalty 3048.746358 = -1218451.270490
  nChanged 50
		SP:Iteration 35Q (8033.550000 sec): 3 clusters
  Score: Raw -1221512.350562 + Penalty 3048.746358 = -1218463.604204
  nChanged 33
		SP:Iteration 36Q (8033.570000 sec): 3 clusters
  Score: Raw -1221519.113981 + Penalty 3048.746358 = -1218470.367623
  nChanged 30
		SP:Iteration 37Q (8033.600000 sec): 3 clusters
  Score: Raw -1221525.924996 + Penalty 3048.746358 = -1218477.178638
  nChanged 31
		SP:Iteration 38Q (8033.620000 sec): 3 clusters
  Score: Raw -1221532.440623 + Penalty 3048.746358 = -1218483.694265
  nChanged 23
		SP:Iteration 39Q (8033.640000 sec): 3 clusters
  Score: Raw -1221536.108815 + Penalty 3048.746358 = -1218487.362457
  nChanged 15
		SP:Iteration 40F (8033.670000 sec): 3 clusters
  Score: Raw -1221539.198743 + Penalty 3048.746358 = -1218490.452385
  nChanged 13
		SP:Iteration 41Q (8033.690000 sec): 3 clusters
  Score: Raw -1221540.850788 + Penalty 3048.746358 = -1218492.104430
  nChanged 9
		SP:Iteration 42Q (8033.720000 sec): 3 clusters
  Score: Raw -1221541.722142 + Penalty 3048.746358 = -1218492.975784
  nChanged 3
		SP:Iteration 43Q (8033.740000 sec): 3 clusters
  Score: Raw -1221541.968373 + Penalty 3048.746358 = -1218493.222015
  nChanged 2
		SP:Iteration 44Q (8033.770000 sec): 3 clusters
  Score: Raw -1221542.189581 + Penalty 3048.746358 = -1218493.443223
  nChanged 2
		SP:Iteration 45Q (8033.790000 sec): 3 clusters
  Score: Raw -1221542.358122 + Penalty 3048.746358 = -1218493.611765
  nChanged 2
		SP:Iteration 46Q (8033.810000 sec): 3 clusters
  Score: Raw -1221542.554257 + Penalty 3048.746358 = -1218493.807899
  nChanged 2
		SP:Iteration 47Q (8033.830000 sec): 3 clusters
  Score: Raw -1221542.718934 + Penalty 3048.746358 = -1218493.972577
  nChanged 3
		SP:Iteration 48Q (8033.860000 sec): 3 clusters
  Score: Raw -1221543.226304 + Penalty 3048.746358 = -1218494.479946
  nChanged 6
		SP:Iteration 49Q (8033.880000 sec): 3 clusters
  Score: Raw -1221543.869212 + Penalty 3048.746358 = -1218495.122854
  nChanged 4
		SP:Iteration 50Q (8033.900000 sec): 3 clusters
  Score: Raw -1221544.304185 + Penalty 3048.746358 = -1218495.557827
  nChanged 2
		SP:Iteration 51Q (8033.930000 sec): 3 clusters
  Score: Raw -1221544.628516 + Penalty 3048.746358 = -1218495.882158
  nChanged 2
		SP:Iteration 52Q (8033.950000 sec): 3 clusters
  Score: Raw -1221544.685274 + Penalty 3048.746358 = -1218495.938916
  nChanged 0
		SP:Iteration 53F (8033.980000 sec): 3 clusters
  Score: Raw -1221544.685274 + Penalty 3048.746358 = -1218495.938916
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.990000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.990000 sec): 3 clusters
  Score: Raw -146924.820921 + Penalty 2377.662139 = -144547.158782
  nChanged 506
		SP:Iteration 1F (8034.000000 sec): 3 clusters
  Score: Raw -147289.439750 + Penalty 2377.662139 = -144911.777611
  nChanged 117
		SP:Iteration 2F (8034.000000 sec): 3 clusters
  Score: Raw -147398.197430 + Penalty 2377.662139 = -145020.535291
  nChanged 75
		SP:Iteration 3Q (8034.010000 sec): 3 clusters
  Score: Raw -147484.815909 + Penalty 2377.662139 = -145107.153770
  nChanged 66
		SP:Iteration 4Q (8034.010000 sec): 3 clusters
  Score: Raw -147550.913216 + Penalty 2377.662139 = -145173.251077
  nChanged 54
		SP:Iteration 5Q (8034.010000 sec): 3 clusters
  Score: Raw -147595.200864 + Penalty 2377.662139 = -145217.538725
  nChanged 38
		SP:Iteration 6Q (8034.010000 sec): 3 clusters
  Score: Raw -147628.470642 + Penalty 2377.662139 = -145250.808503
  nChanged 36
		SP:Iteration 7Q (8034.020000 sec): 3 clusters
  Score: Raw -147663.026271 + Penalty 2377.662139 = -145285.364132
  nChanged 32
		SP:Iteration 8Q (8034.020000 sec): 3 clusters
  Score: Raw -147687.552152 + Penalty 2377.662139 = -145309.890013
  nChanged 27
		SP:Iteration 9Q (8034.030000 sec): 3 clusters
  Score: Raw -147706.346003 + Penalty 2377.662139 = -145328.683864
  nChanged 25
		SP:Iteration 10Q (8034.030000 sec): 3 clusters
  Score: Raw -147725.710872 + Penalty 2377.662139 = -145348.048733
  nChanged 28
		SP:Iteration 11Q (8034.030000 sec): 3 clusters
  Score: Raw -147743.926648 + Penalty 2377.662139 = -145366.264509
  nChanged 17
		SP:Iteration 12Q (8034.030000 sec): 3 clusters
  Score: Raw -147756.498397 + Penalty 2377.662139 = -145378.836259
  nChanged 17
		SP:Iteration 13Q (8034.040000 sec): 3 clusters
  Score: Raw -147773.127675 + Penalty 2377.662139 = -145395.465536
  nChanged 25
		SP:Iteration 14Q (8034.040000 sec): 3 clusters
  Score: Raw -147793.862159 + Penalty 2377.662139 = -145416.200020
  nChanged 17
		SP:Iteration 15Q (8034.050000 sec): 3 clusters
  Score: Raw -147805.821665 + Penalty 2377.662139 = -145428.159526
  nChanged 13
		SP:Iteration 16Q (8034.050000 sec): 3 clusters
  Score: Raw -147814.013419 + Penalty 2377.662139 = -145436.351280
  nChanged 6
		SP:Iteration 17Q (8034.050000 sec): 3 clusters
  Score: Raw -147817.404352 + Penalty 2377.662139 = -145439.742213
  nChanged 4
		SP:Iteration 18Q (8034.050000 sec): 3 clusters
  Score: Raw -147819.665323 + Penalty 2377.662139 = -145442.003184
  nChanged 4
		SP:Iteration 19Q (8034.060000 sec): 3 clusters
  Score: Raw -147822.099625 + Penalty 2377.662139 = -145444.437486
  nChanged 4
		SP:Iteration 20F (8034.060000 sec): 3 clusters
  Score: Raw -147824.541682 + Penalty 2377.662139 = -145446.879543
  nChanged 1
		SP:Iteration 21Q (8034.070000 sec): 3 clusters
  Score: Raw -147824.810883 + Penalty 2377.662139 = -145447.148744
  nChanged 0
		SP:Iteration 22F (8034.070000 sec): 3 clusters
  Score: Raw -147824.810883 + Penalty 2377.662139 = -145447.148744
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.080000 sec): 2 clusters
  Score: Raw -223225.486300 + Penalty 1272.314938 = -221953.171362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.090000 sec): 3 clusters
  Score: Raw -222141.521033 + Penalty 2544.629876 = -219596.891156
  nChanged 953
		SP:Iteration 1F (8034.090000 sec): 3 clusters
  Score: Raw -222986.262689 + Penalty 2544.629876 = -220441.632813
  nChanged 290
		SP:Iteration 2F (8034.090000 sec): 3 clusters
  Score: Raw -223359.760161 + Penalty 2544.629876 = -220815.130285
  nChanged 202
		SP:Iteration 3F (8034.100000 sec): 3 clusters
  Score: Raw -223586.237443 + Penalty 2544.629876 = -221041.607566
  nChanged 146
		SP:Iteration 4F (8034.110000 sec): 3 clusters
  Score: Raw -223767.889514 + Penalty 2544.629876 = -221223.259638
  nChanged 114
		SP:Iteration 5Q (8034.110000 sec): 3 clusters
  Score: Raw -223866.126321 + Penalty 2544.629876 = -221321.496445
  nChanged 91
		SP:Iteration 6Q (8034.120000 sec): 3 clusters
  Score: Raw -223948.729560 + Penalty 2544.629876 = -221404.099683
  nChanged 74
		SP:Iteration 7Q (8034.130000 sec): 3 clusters
  Score: Raw -224003.616222 + Penalty 2544.629876 = -221458.986345
  nChanged 53
		SP:Iteration 8Q (8034.130000 sec): 3 clusters
  Score: Raw -224042.424673 + Penalty 2544.629876 = -221497.794797
  nChanged 35
		SP:Iteration 9Q (8034.140000 sec): 3 clusters
  Score: Raw -224065.839699 + Penalty 2544.629876 = -221521.209823
  nChanged 24
		SP:Iteration 10Q (8034.140000 sec): 3 clusters
  Score: Raw -224078.919776 + Penalty 2544.629876 = -221534.289900
  nChanged 17
		SP:Iteration 11Q (8034.150000 sec): 3 clusters
  Score: Raw -224085.902166 + Penalty 2544.629876 = -221541.272290
  nChanged 16
		SP:Iteration 12Q (8034.150000 sec): 3 clusters
  Score: Raw -224094.127652 + Penalty 2544.629876 = -221549.497776
  nChanged 15
		SP:Iteration 13Q (8034.160000 sec): 3 clusters
  Score: Raw -224101.869663 + Penalty 2544.629876 = -221557.239787
  nChanged 11
		SP:Iteration 14Q (8034.170000 sec): 3 clusters
  Score: Raw -224106.884541 + Penalty 2544.629876 = -221562.254665
  nChanged 5
		SP:Iteration 15Q (8034.170000 sec): 3 clusters
  Score: Raw -224110.253459 + Penalty 2544.629876 = -221565.623583
  nChanged 5
		SP:Iteration 16Q (8034.170000 sec): 3 clusters
  Score: Raw -224113.755194 + Penalty 2544.629876 = -221569.125318
  nChanged 3
		SP:Iteration 17Q (8034.180000 sec): 3 clusters
  Score: Raw -224117.001808 + Penalty 2544.629876 = -221572.371931
  nChanged 8
		SP:Iteration 18Q (8034.190000 sec): 3 clusters
  Score: Raw -224121.866575 + Penalty 2544.629876 = -221577.236699
  nChanged 8
		SP:Iteration 19Q (8034.190000 sec): 3 clusters
  Score: Raw -224125.976877 + Penalty 2544.629876 = -221581.347000
  nChanged 9
		SP:Iteration 20F (8034.200000 sec): 3 clusters
  Score: Raw -224134.039039 + Penalty 2544.629876 = -221589.409162
  nChanged 11
		SP:Iteration 21Q (8034.200000 sec): 3 clusters
  Score: Raw -224140.691458 + Penalty 2544.629876 = -221596.061582
  nChanged 10
		SP:Iteration 22Q (8034.210000 sec): 3 clusters
  Score: Raw -224147.716922 + Penalty 2544.629876 = -221603.087046
  nChanged 7
		SP:Iteration 23Q (8034.210000 sec): 3 clusters
  Score: Raw -224150.370608 + Penalty 2544.629876 = -221605.740731
  nChanged 3
		SP:Iteration 24Q (8034.220000 sec): 3 clusters
  Score: Raw -224151.498242 + Penalty 2544.629876 = -221606.868366
  nChanged 2
		SP:Iteration 25Q (8034.230000 sec): 3 clusters
  Score: Raw -224153.200116 + Penalty 2544.629876 = -221608.570239
  nChanged 2
		SP:Iteration 26Q (8034.230000 sec): 3 clusters
  Score: Raw -224154.523099 + Penalty 2544.629876 = -221609.893223
  nChanged 3
		SP:Iteration 27Q (8034.230000 sec): 3 clusters
  Score: Raw -224156.815247 + Penalty 2544.629876 = -221612.185371
  nChanged 4
		SP:Iteration 28Q (8034.240000 sec): 3 clusters
  Score: Raw -224158.132879 + Penalty 2544.629876 = -221613.503002
  nChanged 5
		SP:Iteration 29Q (8034.250000 sec): 3 clusters
  Score: Raw -224160.317393 + Penalty 2544.629876 = -221615.687517
  nChanged 5
		SP:Iteration 30Q (8034.250000 sec): 3 clusters
  Score: Raw -224164.148196 + Penalty 2544.629876 = -221619.518320
  nChanged 5
		SP:Iteration 31Q (8034.260000 sec): 3 clusters
  Score: Raw -224166.561133 + Penalty 2544.629876 = -221621.931256
  nChanged 8
		SP:Iteration 32Q (8034.260000 sec): 3 clusters
  Score: Raw -224171.016664 + Penalty 2544.629876 = -221626.386788
  nChanged 5
		SP:Iteration 33Q (8034.270000 sec): 3 clusters
  Score: Raw -224173.344255 + Penalty 2544.629876 = -221628.714379
  nChanged 3
		SP:Iteration 34Q (8034.270000 sec): 3 clusters
  Score: Raw -224174.007067 + Penalty 2544.629876 = -221629.377191
  nChanged 0
		SP:Iteration 35F (8034.280000 sec): 3 clusters
  Score: Raw -224174.007067 + Penalty 2544.629876 = -221629.377191
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.300000 sec): 2 clusters
  Score: Raw -636527.862954 + Penalty 1426.327709 = -635101.535245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.310000 sec): 3 clusters
  Score: Raw -633052.283661 + Penalty 2852.655418 = -630199.628242
  nChanged 2719
		SP:Iteration 1F (8034.330000 sec): 3 clusters
  Score: Raw -634512.629363 + Penalty 2852.655418 = -631659.973945
  nChanged 398
		SP:Iteration 2F (8034.350000 sec): 3 clusters
  Score: Raw -634674.044557 + Penalty 2852.655418 = -631821.389139
  nChanged 312
		SP:Iteration 3Q (8034.360000 sec): 3 clusters
  Score: Raw -634804.595079 + Penalty 2852.655418 = -631951.939661
  nChanged 232
		SP:Iteration 4Q (8034.370000 sec): 3 clusters
  Score: Raw -634895.168516 + Penalty 2852.655418 = -632042.513098
  nChanged 214
		SP:Iteration 5Q (8034.390000 sec): 3 clusters
  Score: Raw -634986.017170 + Penalty 2852.655418 = -632133.361752
  nChanged 204
		SP:Iteration 6Q (8034.410000 sec): 3 clusters
  Score: Raw -635083.787892 + Penalty 2852.655418 = -632231.132474
  nChanged 216
		SP:Iteration 7Q (8034.420000 sec): 3 clusters
  Score: Raw -635174.231977 + Penalty 2852.655418 = -632321.576559
  nChanged 205
		SP:Iteration 8Q (8034.430000 sec): 3 clusters
  Score: Raw -635254.873969 + Penalty 2852.655418 = -632402.218550
  nChanged 184
		SP:Iteration 9Q (8034.450000 sec): 3 clusters
  Score: Raw -635334.711611 + Penalty 2852.655418 = -632482.056193
  nChanged 223
		SP:Iteration 10Q (8034.470000 sec): 3 clusters
  Score: Raw -635446.121785 + Penalty 2852.655418 = -632593.466367
  nChanged 239
		SP:Iteration 11Q (8034.480000 sec): 3 clusters
  Score: Raw -635576.712553 + Penalty 2852.655418 = -632724.057135
  nChanged 238
		SP:Iteration 12Q (8034.490000 sec): 3 clusters
  Score: Raw -635720.148348 + Penalty 2852.655418 = -632867.492929
  nChanged 258
		SP:Iteration 13Q (8034.510000 sec): 3 clusters
  Score: Raw -635885.958720 + Penalty 2852.655418 = -633033.303301
  nChanged 225
		SP:Iteration 14Q (8034.530000 sec): 3 clusters
  Score: Raw -636028.106822 + Penalty 2852.655418 = -633175.451404
  nChanged 207
		SP:Iteration 15Q (8034.540000 sec): 3 clusters
  Score: Raw -636179.439316 + Penalty 2852.655418 = -633326.783898
  nChanged 181
		SP:Iteration 16Q (8034.550000 sec): 3 clusters
  Score: Raw -636328.428310 + Penalty 2852.655418 = -633475.772891
  nChanged 139
		SP:Iteration 17Q (8034.570000 sec): 3 clusters
  Score: Raw -636448.131323 + Penalty 2852.655418 = -633595.475905
  nChanged 103
		SP:Iteration 18Q (8034.580000 sec): 3 clusters
  Score: Raw -636531.388851 + Penalty 2852.655418 = -633678.733433
  nChanged 69
		SP:Iteration 19Q (8034.600000 sec): 3 clusters
  Score: Raw -636582.385455 + Penalty 2852.655418 = -633729.730037
  nChanged 42
		SP:Iteration 20F (8034.610000 sec): 3 clusters
  Score: Raw -636618.423749 + Penalty 2852.655418 = -633765.768331
  nChanged 32
		SP:Iteration 21Q (8034.630000 sec): 3 clusters
  Score: Raw -636647.728794 + Penalty 2852.655418 = -633795.073376
  nChanged 25
		SP:Iteration 22Q (8034.640000 sec): 3 clusters
  Score: Raw -636671.983894 + Penalty 2852.655418 = -633819.328476
  nChanged 20
		SP:Iteration 23Q (8034.650000 sec): 3 clusters
  Score: Raw -636688.774435 + Penalty 2852.655418 = -633836.119017
  nChanged 9
		SP:Iteration 24Q (8034.660000 sec): 3 clusters
  Score: Raw -636699.003735 + Penalty 2852.655418 = -633846.348316
  nChanged 8
		SP:Iteration 25Q (8034.680000 sec): 3 clusters
  Score: Raw -636706.897029 + Penalty 2852.655418 = -633854.241611
  nChanged 6
		SP:Iteration 26Q (8034.690000 sec): 3 clusters
  Score: Raw -636717.268304 + Penalty 2852.655418 = -633864.612885
  nChanged 6
		SP:Iteration 27Q (8034.700000 sec): 3 clusters
  Score: Raw -636723.725709 + Penalty 2852.655418 = -633871.070291
  nChanged 5
		SP:Iteration 28Q (8034.710000 sec): 3 clusters
  Score: Raw -636729.293689 + Penalty 2852.655418 = -633876.638271
  nChanged 2
		SP:Iteration 29Q (8034.730000 sec): 3 clusters
  Score: Raw -636730.788021 + Penalty 2852.655418 = -633878.132602
  nChanged 3
		SP:Iteration 30Q (8034.740000 sec): 3 clusters
  Score: Raw -636733.846488 + Penalty 2852.655418 = -633881.191070
  nChanged 0
		SP:Iteration 31F (8034.750000 sec): 3 clusters
  Score: Raw -636733.846488 + Penalty 2852.655418 = -633881.191070
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.770000 sec): 2 clusters
  Score: Raw -418450.793498 + Penalty 1357.863818 = -417092.929681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.780000 sec): 3 clusters
  Score: Raw -416324.831343 + Penalty 2715.727635 = -413609.103708
  nChanged 1695
		SP:Iteration 1F (8034.790000 sec): 3 clusters
  Score: Raw -417240.377672 + Penalty 2715.727635 = -414524.650037
  nChanged 282
		SP:Iteration 2F (8034.800000 sec): 3 clusters
  Score: Raw -417387.907027 + Penalty 2715.727635 = -414672.179392
  nChanged 189
		SP:Iteration 3Q (8034.810000 sec): 3 clusters
  Score: Raw -417487.807141 + Penalty 2715.727635 = -414772.079506
  nChanged 146
		SP:Iteration 4Q (8034.820000 sec): 3 clusters
  Score: Raw -417558.329020 + Penalty 2715.727635 = -414842.601385
  nChanged 125
		SP:Iteration 5Q (8034.830000 sec): 3 clusters
  Score: Raw -417616.690538 + Penalty 2715.727635 = -414900.962903
  nChanged 117
		SP:Iteration 6Q (8034.840000 sec): 3 clusters
  Score: Raw -417670.202726 + Penalty 2715.727635 = -414954.475091
  nChanged 101
		SP:Iteration 7Q (8034.850000 sec): 3 clusters
  Score: Raw -417725.824853 + Penalty 2715.727635 = -415010.097218
  nChanged 116
		SP:Iteration 8Q (8034.860000 sec): 3 clusters
  Score: Raw -417802.932850 + Penalty 2715.727635 = -415087.205215
  nChanged 134
		SP:Iteration 9Q (8034.870000 sec): 3 clusters
  Score: Raw -417889.397082 + Penalty 2715.727635 = -415173.669447
  nChanged 122
		SP:Iteration 10Q (8034.880000 sec): 3 clusters
  Score: Raw -417966.921325 + Penalty 2715.727635 = -415251.193690
  nChanged 112
		SP:Iteration 11Q (8034.890000 sec): 3 clusters
  Score: Raw -418033.978160 + Penalty 2715.727635 = -415318.250525
  nChanged 96
		SP:Iteration 12Q (8034.900000 sec): 3 clusters
  Score: Raw -418097.193495 + Penalty 2715.727635 = -415381.465860
  nChanged 88
		SP:Iteration 13Q (8034.910000 sec): 3 clusters
  Score: Raw -418157.918912 + Penalty 2715.727635 = -415442.191276
  nChanged 91
		SP:Iteration 14Q (8034.920000 sec): 3 clusters
  Score: Raw -418217.253036 + Penalty 2715.727635 = -415501.525401
  nChanged 101
		SP:Iteration 15Q (8034.930000 sec): 3 clusters
  Score: Raw -418287.062789 + Penalty 2715.727635 = -415571.335154
  nChanged 98
		SP:Iteration 16Q (8034.930000 sec): 3 clusters
  Score: Raw -418347.019836 + Penalty 2715.727635 = -415631.292201
  nChanged 83
		SP:Iteration 17Q (8034.950000 sec): 3 clusters
  Score: Raw -418404.846463 + Penalty 2715.727635 = -415689.118828
  nChanged 71
		SP:Iteration 18Q (8034.950000 sec): 3 clusters
  Score: Raw -418455.300590 + Penalty 2715.727635 = -415739.572955
  nChanged 62
		SP:Iteration 19Q (8034.960000 sec): 3 clusters
  Score: Raw -418491.522403 + Penalty 2715.727635 = -415775.794768
  nChanged 55
		SP:Iteration 20F (8034.970000 sec): 3 clusters
  Score: Raw -418523.652070 + Penalty 2715.727635 = -415807.924435
  nChanged 58
		SP:Iteration 21Q (8034.980000 sec): 3 clusters
  Score: Raw -418563.098736 + Penalty 2715.727635 = -415847.371101
  nChanged 53
		SP:Iteration 22Q (8034.990000 sec): 3 clusters
  Score: Raw -418603.251647 + Penalty 2715.727635 = -415887.524012
  nChanged 51
		SP:Iteration 23Q (8035.000000 sec): 3 clusters
  Score: Raw -418633.284115 + Penalty 2715.727635 = -415917.556480
  nChanged 39
		SP:Iteration 24Q (8035.010000 sec): 3 clusters
  Score: Raw -418655.112127 + Penalty 2715.727635 = -415939.384492
  nChanged 28
		SP:Iteration 25Q (8035.020000 sec): 3 clusters
  Score: Raw -418674.539944 + Penalty 2715.727635 = -415958.812309
  nChanged 31
		SP:Iteration 26Q (8035.030000 sec): 3 clusters
  Score: Raw -418698.835758 + Penalty 2715.727635 = -415983.108123
  nChanged 28
		SP:Iteration 27Q (8035.030000 sec): 3 clusters
  Score: Raw -418715.257583 + Penalty 2715.727635 = -415999.529948
  nChanged 21
		SP:Iteration 28Q (8035.040000 sec): 3 clusters
  Score: Raw -418727.719191 + Penalty 2715.727635 = -416011.991556
  nChanged 20
		SP:Iteration 29Q (8035.050000 sec): 3 clusters
  Score: Raw -418740.336314 + Penalty 2715.727635 = -416024.608679
  nChanged 20
		SP:Iteration 30Q (8035.060000 sec): 3 clusters
  Score: Raw -418752.879535 + Penalty 2715.727635 = -416037.151900
  nChanged 21
		SP:Iteration 31Q (8035.070000 sec): 3 clusters
  Score: Raw -418767.796307 + Penalty 2715.727635 = -416052.068672
  nChanged 24
		SP:Iteration 32Q (8035.070000 sec): 3 clusters
  Score: Raw -418781.951232 + Penalty 2715.727635 = -416066.223597
  nChanged 17
		SP:Iteration 33Q (8035.080000 sec): 3 clusters
  Score: Raw -418792.838345 + Penalty 2715.727635 = -416077.110710
  nChanged 13
		SP:Iteration 34Q (8035.090000 sec): 3 clusters
  Score: Raw -418801.095025 + Penalty 2715.727635 = -416085.367390
  nChanged 14
		SP:Iteration 35Q (8035.100000 sec): 3 clusters
  Score: Raw -418809.504812 + Penalty 2715.727635 = -416093.777177
  nChanged 8
		SP:Iteration 36Q (8035.110000 sec): 3 clusters
  Score: Raw -418813.214834 + Penalty 2715.727635 = -416097.487199
  nChanged 6
		SP:Iteration 37Q (8035.110000 sec): 3 clusters
  Score: Raw -418816.042353 + Penalty 2715.727635 = -416100.314718
  nChanged 3
		SP:Iteration 38Q (8035.120000 sec): 3 clusters
  Score: Raw -418817.268583 + Penalty 2715.727635 = -416101.540948
  nChanged 3
		SP:Iteration 39Q (8035.130000 sec): 3 clusters
  Score: Raw -418818.528922 + Penalty 2715.727635 = -416102.801287
  nChanged 1
		SP:Iteration 40F (8035.140000 sec): 3 clusters
  Score: Raw -418818.786183 + Penalty 2715.727635 = -416103.058548
  nChanged 1
		SP:Iteration 41Q (8035.150000 sec): 3 clusters
  Score: Raw -418819.019298 + Penalty 2715.727635 = -416103.291663
  nChanged 0
		SP:Iteration 42F (8035.160000 sec): 3 clusters
  Score: Raw -418819.019298 + Penalty 2715.727635 = -416103.291663
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.170000 sec): 2 clusters
  Score: Raw -278407.455262 + Penalty 1299.565609 = -277107.889654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.170000 sec): 3 clusters
  Score: Raw -276986.802152 + Penalty 2599.131217 = -274387.670935
  nChanged 1120
		SP:Iteration 1F (8035.180000 sec): 3 clusters
  Score: Raw -277640.509036 + Penalty 2599.131217 = -275041.377818
  nChanged 211
		SP:Iteration 2F (8035.190000 sec): 3 clusters
  Score: Raw -277769.719646 + Penalty 2599.131217 = -275170.588429
  nChanged 135
		SP:Iteration 3Q (8035.200000 sec): 3 clusters
  Score: Raw -277852.335791 + Penalty 2599.131217 = -275253.204573
  nChanged 117
		SP:Iteration 4Q (8035.200000 sec): 3 clusters
  Score: Raw -277933.738866 + Penalty 2599.131217 = -275334.607649
  nChanged 118
		SP:Iteration 5Q (8035.210000 sec): 3 clusters
  Score: Raw -278015.090310 + Penalty 2599.131217 = -275415.959092
  nChanged 108
		SP:Iteration 6Q (8035.220000 sec): 3 clusters
  Score: Raw -278102.881994 + Penalty 2599.131217 = -275503.750777
  nChanged 102
		SP:Iteration 7Q (8035.230000 sec): 3 clusters
  Score: Raw -278197.631330 + Penalty 2599.131217 = -275598.500112
  nChanged 118
		SP:Iteration 8Q (8035.230000 sec): 3 clusters
  Score: Raw -278294.981845 + Penalty 2599.131217 = -275695.850628
  nChanged 96
		SP:Iteration 9Q (8035.240000 sec): 3 clusters
  Score: Raw -278371.604893 + Penalty 2599.131217 = -275772.473675
  nChanged 86
		SP:Iteration 10Q (8035.250000 sec): 3 clusters
  Score: Raw -278439.616123 + Penalty 2599.131217 = -275840.484905
  nChanged 74
		SP:Iteration 11Q (8035.250000 sec): 3 clusters
  Score: Raw -278499.029433 + Penalty 2599.131217 = -275899.898215
  nChanged 77
		SP:Iteration 12Q (8035.260000 sec): 3 clusters
  Score: Raw -278575.067965 + Penalty 2599.131217 = -275975.936747
  nChanged 71
		SP:Iteration 13Q (8035.270000 sec): 3 clusters
  Score: Raw -278642.406077 + Penalty 2599.131217 = -276043.274859
  nChanged 42
		SP:Iteration 14Q (8035.270000 sec): 3 clusters
  Score: Raw -278678.676992 + Penalty 2599.131217 = -276079.545774
  nChanged 31
		SP:Iteration 15Q (8035.280000 sec): 3 clusters
  Score: Raw -278703.897182 + Penalty 2599.131217 = -276104.765965
  nChanged 21
		SP:Iteration 16Q (8035.280000 sec): 3 clusters
  Score: Raw -278718.996448 + Penalty 2599.131217 = -276119.865231
  nChanged 20
		SP:Iteration 17Q (8035.290000 sec): 3 clusters
  Score: Raw -278735.250899 + Penalty 2599.131217 = -276136.119682
  nChanged 20
		SP:Iteration 18Q (8035.300000 sec): 3 clusters
  Score: Raw -278752.815250 + Penalty 2599.131217 = -276153.684033
  nChanged 9
		SP:Iteration 19Q (8035.300000 sec): 3 clusters
  Score: Raw -278761.575408 + Penalty 2599.131217 = -276162.444191
  nChanged 12
		SP:Iteration 20F (8035.310000 sec): 3 clusters
  Score: Raw -278773.464632 + Penalty 2599.131217 = -276174.333414
  nChanged 6
		SP:Iteration 21Q (8035.310000 sec): 3 clusters
  Score: Raw -278778.061181 + Penalty 2599.131217 = -276178.929963
  nChanged 8
		SP:Iteration 22Q (8035.320000 sec): 3 clusters
  Score: Raw -278784.639665 + Penalty 2599.131217 = -276185.508447
  nChanged 7
		SP:Iteration 23Q (8035.330000 sec): 3 clusters
  Score: Raw -278793.202534 + Penalty 2599.131217 = -276194.071316
  nChanged 6
		SP:Iteration 24Q (8035.330000 sec): 3 clusters
  Score: Raw -278796.476506 + Penalty 2599.131217 = -276197.345289
  nChanged 1
		SP:Iteration 25Q (8035.340000 sec): 3 clusters
  Score: Raw -278796.639903 + Penalty 2599.131217 = -276197.508686
  nChanged 0
		SP:Iteration 26F (8035.350000 sec): 3 clusters
  Score: Raw -278796.639903 + Penalty 2599.131217 = -276197.508686
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.420000 sec): 2 clusters
  Score: Raw -2384206.234176 + Penalty 1630.130595 = -2382576.103581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.470000 sec): 3 clusters
  Score: Raw -2370493.566257 + Penalty 3260.261190 = -2367233.305067
  nChanged 10323
		SP:Iteration 1F (8035.530000 sec): 3 clusters
  Score: Raw -2375998.538434 + Penalty 3260.261190 = -2372738.277244
  nChanged 1065
		SP:Iteration 2Q (8035.590000 sec): 3 clusters
  Score: Raw -2376348.752736 + Penalty 3260.261190 = -2373088.491546
  nChanged 1001
		SP:Iteration 3Q (8035.640000 sec): 3 clusters
  Score: Raw -2376695.083186 + Penalty 3260.261190 = -2373434.821996
  nChanged 986
		SP:Iteration 4Q (8035.700000 sec): 3 clusters
  Score: Raw -2377083.741171 + Penalty 3260.261190 = -2373823.479981
  nChanged 1134
		SP:Iteration 5Q (8035.760000 sec): 3 clusters
  Score: Raw -2377672.698396 + Penalty 3260.261190 = -2374412.437206
  nChanged 1458
		SP:Iteration 6F (8035.810000 sec): 3 clusters
  Score: Raw -2378626.468031 + Penalty 3260.261190 = -2375366.206841
  nChanged 1745
		SP:Iteration 7F (8035.870000 sec): 3 clusters
  Score: Raw -2380007.848210 + Penalty 3260.261190 = -2376747.587020
  nChanged 1729
		SP:Iteration 8F (8035.930000 sec): 3 clusters
  Score: Raw -2381572.356472 + Penalty 3260.261190 = -2378312.095282
  nChanged 1371
		SP:Iteration 9F (8035.980000 sec): 3 clusters
  Score: Raw -2382858.043220 + Penalty 3260.261190 = -2379597.782030
  nChanged 786
		SP:Iteration 10Q (8036.040000 sec): 3 clusters
  Score: Raw -2383634.146634 + Penalty 3260.261190 = -2380373.885444
  nChanged 395
		SP:Iteration 11Q (8036.080000 sec): 3 clusters
  Score: Raw -2384070.964739 + Penalty 3260.261190 = -2380810.703549
  nChanged 187
		SP:Iteration 12Q (8036.130000 sec): 3 clusters
  Score: Raw -2384318.737054 + Penalty 3260.261190 = -2381058.475864
  nChanged 103
		SP:Iteration 13Q (8036.170000 sec): 3 clusters
  Score: Raw -2384430.195905 + Penalty 3260.261190 = -2381169.934715
  nChanged 63
		SP:Iteration 14Q (8036.210000 sec): 3 clusters
  Score: Raw -2384490.498293 + Penalty 3260.261190 = -2381230.237103
  nChanged 46
		SP:Iteration 15Q (8036.250000 sec): 3 clusters
  Score: Raw -2384536.261218 + Penalty 3260.261190 = -2381276.000028
  nChanged 34
		SP:Iteration 16Q (8036.290000 sec): 3 clusters
  Score: Raw -2384563.093254 + Penalty 3260.261190 = -2381302.832064
  nChanged 23
		SP:Iteration 17Q (8036.330000 sec): 3 clusters
  Score: Raw -2384581.060068 + Penalty 3260.261190 = -2381320.798878
  nChanged 16
		SP:Iteration 18Q (8036.370000 sec): 3 clusters
  Score: Raw -2384591.357136 + Penalty 3260.261190 = -2381331.095946
  nChanged 14
		SP:Iteration 19Q (8036.410000 sec): 3 clusters
  Score: Raw -2384599.100734 + Penalty 3260.261190 = -2381338.839544
  nChanged 9
		SP:Iteration 20F (8036.460000 sec): 3 clusters
  Score: Raw -2384606.927401 + Penalty 3260.261190 = -2381346.666211
  nChanged 10
		SP:Iteration 21Q (8036.500000 sec): 3 clusters
  Score: Raw -2384613.213514 + Penalty 3260.261190 = -2381352.952324
  nChanged 10
		SP:Iteration 22Q (8036.540000 sec): 3 clusters
  Score: Raw -2384617.343080 + Penalty 3260.261190 = -2381357.081890
  nChanged 4
		SP:Iteration 23Q (8036.580000 sec): 3 clusters
  Score: Raw -2384619.245648 + Penalty 3260.261190 = -2381358.984458
  nChanged 3
		SP:Iteration 24Q (8036.620000 sec): 3 clusters
  Score: Raw -2384620.455599 + Penalty 3260.261190 = -2381360.194409
  nChanged 2
		SP:Iteration 25Q (8036.660000 sec): 3 clusters
  Score: Raw -2384621.320902 + Penalty 3260.261190 = -2381361.059712
  nChanged 2
		SP:Iteration 26Q (8036.700000 sec): 3 clusters
  Score: Raw -2384623.473028 + Penalty 3260.261190 = -2381363.211838
  nChanged 1
		SP:Iteration 27Q (8036.740000 sec): 3 clusters
  Score: Raw -2384623.919297 + Penalty 3260.261190 = -2381363.658107
  nChanged 0
		SP:Iteration 28F (8036.790000 sec): 3 clusters
  Score: Raw -2384623.919297 + Penalty 3260.261190 = -2381363.658107
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8036.810000 sec): 2 clusters
  Score: Raw -153775.507438 + Penalty 1200.502751 = -152575.004686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8036.820000 sec): 3 clusters
  Score: Raw -153135.118767 + Penalty 2401.005503 = -150734.113264
  nChanged 542
		SP:Iteration 1F (8036.820000 sec): 3 clusters
  Score: Raw -153522.662474 + Penalty 2401.005503 = -151121.656972
  nChanged 132
		SP:Iteration 2F (8036.820000 sec): 3 clusters
  Score: Raw -153641.442939 + Penalty 2401.005503 = -151240.437436
  nChanged 101
		SP:Iteration 3F (8036.830000 sec): 3 clusters
  Score: Raw -153725.586207 + Penalty 2401.005503 = -151324.580705
  nChanged 72
		SP:Iteration 4Q (8036.830000 sec): 3 clusters
  Score: Raw -153795.164852 + Penalty 2401.005503 = -151394.159350
  nChanged 59
		SP:Iteration 5Q (8036.840000 sec): 3 clusters
  Score: Raw -153840.626270 + Penalty 2401.005503 = -151439.620767
  nChanged 41
		SP:Iteration 6Q (8036.840000 sec): 3 clusters
  Score: Raw -153885.525025 + Penalty 2401.005503 = -151484.519522
  nChanged 37
		SP:Iteration 7Q (8036.840000 sec): 3 clusters
  Score: Raw -153920.343841 + Penalty 2401.005503 = -151519.338339
  nChanged 39
		SP:Iteration 8Q (8036.840000 sec): 3 clusters
  Score: Raw -153963.093935 + Penalty 2401.005503 = -151562.088433
  nChanged 36
		SP:Iteration 9Q (8036.850000 sec): 3 clusters
  Score: Raw -153998.453801 + Penalty 2401.005503 = -151597.448299
  nChanged 33
		SP:Iteration 10Q (8036.850000 sec): 3 clusters
  Score: Raw -154032.921092 + Penalty 2401.005503 = -151631.915590
  nChanged 29
		SP:Iteration 11Q (8036.860000 sec): 3 clusters
  Score: Raw -154075.735739 + Penalty 2401.005503 = -151674.730237
  nChanged 31
		SP:Iteration 12Q (8036.860000 sec): 3 clusters
  Score: Raw -154105.415693 + Penalty 2401.005503 = -151704.410191
  nChanged 26
		SP:Iteration 13Q (8036.860000 sec): 3 clusters
  Score: Raw -154131.989808 + Penalty 2401.005503 = -151730.984305
  nChanged 28
		SP:Iteration 14Q (8036.870000 sec): 3 clusters
  Score: Raw -154156.523744 + Penalty 2401.005503 = -151755.518242
  nChanged 28
		SP:Iteration 15Q (8036.870000 sec): 3 clusters
  Score: Raw -154184.229696 + Penalty 2401.005503 = -151783.224194
  nChanged 32
		SP:Iteration 16Q (8036.870000 sec): 3 clusters
  Score: Raw -154219.251827 + Penalty 2401.005503 = -151818.246324
  nChanged 36
		SP:Iteration 17Q (8036.880000 sec): 3 clusters
  Score: Raw -154272.003932 + Penalty 2401.005503 = -151870.998430
  nChanged 37
		SP:Iteration 18Q (8036.880000 sec): 3 clusters
  Score: Raw -154342.612960 + Penalty 2401.005503 = -151941.607457
  nChanged 37
		SP:Iteration 19Q (8036.880000 sec): 3 clusters
  Score: Raw -154414.455884 + Penalty 2401.005503 = -152013.450381
  nChanged 31
		SP:Iteration 20F (8036.890000 sec): 3 clusters
  Score: Raw -154457.090357 + Penalty 2401.005503 = -152056.084854
  nChanged 24
		SP:Iteration 21Q (8036.890000 sec): 3 clusters
  Score: Raw -154488.500407 + Penalty 2401.005503 = -152087.494904
  nChanged 18
		SP:Iteration 22Q (8036.900000 sec): 3 clusters
  Score: Raw -154501.971636 + Penalty 2401.005503 = -152100.966133
  nChanged 10
		SP:Iteration 23Q (8036.900000 sec): 3 clusters
  Score: Raw -154512.517563 + Penalty 2401.005503 = -152111.512060
  nChanged 6
		SP:Iteration 24Q (8036.900000 sec): 3 clusters
  Score: Raw -154515.044709 + Penalty 2401.005503 = -152114.039207
  nChanged 2
		SP:Iteration 25Q (8036.900000 sec): 3 clusters
  Score: Raw -154516.242401 + Penalty 2401.005503 = -152115.236898
  nChanged 1
		SP:Iteration 26Q (8036.910000 sec): 3 clusters
  Score: Raw -154517.286032 + Penalty 2401.005503 = -152116.280529
  nChanged 3
		SP:Iteration 27Q (8036.910000 sec): 3 clusters
  Score: Raw -154518.851694 + Penalty 2401.005503 = -152117.846192
  nChanged 3
		SP:Iteration 28Q (8036.910000 sec): 3 clusters
  Score: Raw -154520.840838 + Penalty 2401.005503 = -152119.835335
  nChanged 2
		SP:Iteration 29Q (8036.920000 sec): 3 clusters
  Score: Raw -154522.469426 + Penalty 2401.005503 = -152121.463923
  nChanged 1
		SP:Iteration 30Q (8036.920000 sec): 3 clusters
  Score: Raw -154523.889105 + Penalty 2401.005503 = -152122.883602
  nChanged 0
		SP:Iteration 31F (8036.920000 sec): 3 clusters
  Score: Raw -154523.889105 + Penalty 2401.005503 = -152122.883602
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (1574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8036.930000 sec): 2 clusters
  Score: Raw -141744.059248 + Penalty 1196.223507 = -140547.835741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8036.940000 sec): 3 clusters
  Score: Raw -141103.824065 + Penalty 2392.447014 = -138711.377050
  nChanged 536
		SP:Iteration 1F (8036.940000 sec): 3 clusters
  Score: Raw -141549.223938 + Penalty 2392.447014 = -139156.776924
  nChanged 132
		SP:Iteration 2F (8036.940000 sec): 3 clusters
  Score: Raw -141707.106311 + Penalty 2392.447014 = -139314.659296
  nChanged 113
		SP:Iteration 3F (8036.940000 sec): 3 clusters
  Score: Raw -141841.035389 + Penalty 2392.447014 = -139448.588374
  nChanged 81
		SP:Iteration 4F (8036.950000 sec): 3 clusters
  Score: Raw -141935.498801 + Penalty 2392.447014 = -139543.051786
  nChanged 66
		SP:Iteration 5Q (8036.950000 sec): 3 clusters
  Score: Raw -141998.253072 + Penalty 2392.447014 = -139605.806057
  nChanged 57
		SP:Iteration 6Q (8036.960000 sec): 3 clusters
  Score: Raw -142058.964851 + Penalty 2392.447014 = -139666.517836
  nChanged 53
		SP:Iteration 7Q (8036.960000 sec): 3 clusters
  Score: Raw -142117.503923 + Penalty 2392.447014 = -139725.056909
  nChanged 39
		SP:Iteration 8Q (8036.960000 sec): 3 clusters
  Score: Raw -142175.425360 + Penalty 2392.447014 = -139782.978346
  nChanged 31
		SP:Iteration 9Q (8036.970000 sec): 3 clusters
  Score: Raw -142221.724796 + Penalty 2392.447014 = -139829.277781
  nChanged 20
		SP:Iteration 10Q (8036.970000 sec): 3 clusters
  Score: Raw -142238.651711 + Penalty 2392.447014 = -139846.204696
  nChanged 11
		SP:Iteration 11Q (8036.970000 sec): 3 clusters
  Score: Raw -142252.473972 + Penalty 2392.447014 = -139860.026958
  nChanged 9
		SP:Iteration 12Q (8036.980000 sec): 3 clusters
  Score: Raw -142261.844706 + Penalty 2392.447014 = -139869.397692
  nChanged 15
		SP:Iteration 13Q (8036.980000 sec): 3 clusters
  Score: Raw -142275.467098 + Penalty 2392.447014 = -139883.020084
  nChanged 8
		SP:Iteration 14Q (8036.980000 sec): 3 clusters
  Score: Raw -142281.219902 + Penalty 2392.447014 = -139888.772888
  nChanged 2
		SP:Iteration 15Q (8036.990000 sec): 3 clusters
  Score: Raw -142282.152051 + Penalty 2392.447014 = -139889.705037
  nChanged 2
		SP:Iteration 16Q (8036.990000 sec): 3 clusters
  Score: Raw -142282.848808 + Penalty 2392.447014 = -139890.401794
  nChanged 0
		SP:Iteration 17F (8036.990000 sec): 3 clusters
  Score: Raw -142282.848808 + Penalty 2392.447014 = -139890.401794
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8037.010000 sec): 2 clusters
  Score: Raw -437049.478944 + Penalty 1366.198978 = -435683.279966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8037.020000 sec): 3 clusters
  Score: Raw -434751.384186 + Penalty 2732.397956 = -432018.986230
  nChanged 1810
		SP:Iteration 1F (8037.030000 sec): 3 clusters
  Score: Raw -435844.398831 + Penalty 2732.397956 = -433112.000875
  nChanged 358
		SP:Iteration 2F (8037.040000 sec): 3 clusters
  Score: Raw -436053.893911 + Penalty 2732.397956 = -433321.495955
  nChanged 259
		SP:Iteration 3F (8037.050000 sec): 3 clusters
  Score: Raw -436190.767883 + Penalty 2732.397956 = -433458.369927
  nChanged 197
		SP:Iteration 4Q (8037.060000 sec): 3 clusters
  Score: Raw -436282.300422 + Penalty 2732.397956 = -433549.902466
  nChanged 140
		SP:Iteration 5Q (8037.070000 sec): 3 clusters
  Score: Raw -436341.960283 + Penalty 2732.397956 = -433609.562328
  nChanged 110
		SP:Iteration 6Q (8037.080000 sec): 3 clusters
  Score: Raw -436383.938064 + Penalty 2732.397956 = -433651.540108
  nChanged 87
		SP:Iteration 7Q (8037.090000 sec): 3 clusters
  Score: Raw -436433.072598 + Penalty 2732.397956 = -433700.674643
  nChanged 106
		SP:Iteration 8Q (8037.100000 sec): 3 clusters
  Score: Raw -436478.720385 + Penalty 2732.397956 = -433746.322429
  nChanged 94
		SP:Iteration 9Q (8037.110000 sec): 3 clusters
  Score: Raw -436516.070770 + Penalty 2732.397956 = -433783.672814
  nChanged 87
		SP:Iteration 10Q (8037.120000 sec): 3 clusters
  Score: Raw -436555.707677 + Penalty 2732.397956 = -433823.309721
  nChanged 90
		SP:Iteration 11Q (8037.140000 sec): 3 clusters
  Score: Raw -436598.305528 + Penalty 2732.397956 = -433865.907572
  nChanged 98
		SP:Iteration 12Q (8037.140000 sec): 3 clusters
  Score: Raw -436651.847059 + Penalty 2732.397956 = -433919.449103
  nChanged 96
		SP:Iteration 13Q (8037.160000 sec): 3 clusters
  Score: Raw -436710.597438 + Penalty 2732.397956 = -433978.199482
  nChanged 122
		SP:Iteration 14Q (8037.160000 sec): 3 clusters
  Score: Raw -436793.846393 + Penalty 2732.397956 = -434061.448437
  nChanged 119
		SP:Iteration 15Q (8037.180000 sec): 3 clusters
  Score: Raw -436879.225563 + Penalty 2732.397956 = -434146.827607
  nChanged 104
		SP:Iteration 16Q (8037.190000 sec): 3 clusters
  Score: Raw -436951.101210 + Penalty 2732.397956 = -434218.703255
  nChanged 101
		SP:Iteration 17Q (8037.200000 sec): 3 clusters
  Score: Raw -437022.074322 + Penalty 2732.397956 = -434289.676367
  nChanged 103
		SP:Iteration 18Q (8037.210000 sec): 3 clusters
  Score: Raw -437088.923909 + Penalty 2732.397956 = -434356.525953
  nChanged 89
		SP:Iteration 19Q (8037.220000 sec): 3 clusters
  Score: Raw -437159.993234 + Penalty 2732.397956 = -434427.595278
  nChanged 88
		SP:Iteration 20F (8037.230000 sec): 3 clusters
  Score: Raw -437216.221267 + Penalty 2732.397956 = -434483.823311
  nChanged 57
		SP:Iteration 21Q (8037.240000 sec): 3 clusters
  Score: Raw -437252.209562 + Penalty 2732.397956 = -434519.811606
  nChanged 50
		SP:Iteration 22Q (8037.250000 sec): 3 clusters
  Score: Raw -437278.310572 + Penalty 2732.397956 = -434545.912616
  nChanged 33
		SP:Iteration 23Q (8037.260000 sec): 3 clusters
  Score: Raw -437292.649140 + Penalty 2732.397956 = -434560.251184
  nChanged 27
		SP:Iteration 24Q (8037.260000 sec): 3 clusters
  Score: Raw -437305.189379 + Penalty 2732.397956 = -434572.791424
  nChanged 30
		SP:Iteration 25Q (8037.270000 sec): 3 clusters
  Score: Raw -437316.364130 + Penalty 2732.397956 = -434583.966175
  nChanged 26
		SP:Iteration 26Q (8037.280000 sec): 3 clusters
  Score: Raw -437325.013591 + Penalty 2732.397956 = -434592.615636
  nChanged 19
		SP:Iteration 27Q (8037.290000 sec): 3 clusters
  Score: Raw -437331.412087 + Penalty 2732.397956 = -434599.014131
  nChanged 12
		SP:Iteration 28Q (8037.300000 sec): 3 clusters
  Score: Raw -437335.362819 + Penalty 2732.397956 = -434602.964863
  nChanged 10
		SP:Iteration 29Q (8037.310000 sec): 3 clusters
  Score: Raw -437338.412999 + Penalty 2732.397956 = -434606.015043
  nChanged 5
		SP:Iteration 30Q (8037.320000 sec): 3 clusters
  Score: Raw -437340.087950 + Penalty 2732.397956 = -434607.689994
  nChanged 5
		SP:Iteration 31Q (8037.330000 sec): 3 clusters
  Score: Raw -437341.214055 + Penalty 2732.397956 = -434608.816099
  nChanged 4
		SP:Iteration 32Q (8037.340000 sec): 3 clusters
  Score: Raw -437342.110520 + Penalty 2732.397956 = -434609.712565
  nChanged 2
		SP:Iteration 33Q (8037.350000 sec): 3 clusters
  Score: Raw -437342.499971 + Penalty 2732.397956 = -434610.102015
  nChanged 2
		SP:Iteration 34Q (8037.360000 sec): 3 clusters
  Score: Raw -437342.781841 + Penalty 2732.397956 = -434610.383885
  nChanged 2
		SP:Iteration 35Q (8037.360000 sec): 3 clusters
  Score: Raw -437343.130347 + Penalty 2732.397956 = -434610.732391
  nChanged 1
		SP:Iteration 36Q (8037.380000 sec): 3 clusters
  Score: Raw -437343.199855 + Penalty 2732.397956 = -434610.801900
  nChanged 0
		SP:Iteration 37F (8037.380000 sec): 3 clusters
  Score: Raw -437343.199855 + Penalty 2732.397956 = -434610.801900
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8037.420000 sec): 2 clusters
  Score: Raw -1330851.837121 + Penalty 1540.472865 = -1329311.364256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8037.460000 sec): 3 clusters
  Score: Raw -1323235.461588 + Penalty 3080.945730 = -1320154.515858
  nChanged 5787
		SP:Iteration 1F (8037.490000 sec): 3 clusters
  Score: Raw -1326450.222303 + Penalty 3080.945730 = -1323369.276573
  nChanged 809
		SP:Iteration 2F (8037.520000 sec): 3 clusters
  Score: Raw -1326821.760759 + Penalty 3080.945730 = -1323740.815030
  nChanged 702
		SP:Iteration 3F (8037.550000 sec): 3 clusters
  Score: Raw -1327180.501918 + Penalty 3080.945730 = -1324099.556188
  nChanged 679
		SP:Iteration 4F (8037.580000 sec): 3 clusters
  Score: Raw -1327566.955472 + Penalty 3080.945730 = -1324486.009742
  nChanged 672
		SP:Iteration 5F (8037.610000 sec): 3 clusters
  Score: Raw -1328033.826699 + Penalty 3080.945730 = -1324952.880969
  nChanged 695
		SP:Iteration 6F (8037.640000 sec): 3 clusters
  Score: Raw -1328537.216956 + Penalty 3080.945730 = -1325456.271226
  nChanged 668
		SP:Iteration 7F (8037.670000 sec): 3 clusters
  Score: Raw -1329009.740230 + Penalty 3080.945730 = -1325928.794500
  nChanged 601
		SP:Iteration 8Q (8037.700000 sec): 3 clusters
  Score: Raw -1329463.182391 + Penalty 3080.945730 = -1326382.236661
  nChanged 570
		SP:Iteration 9Q (8037.730000 sec): 3 clusters
  Score: Raw -1329902.664689 + Penalty 3080.945730 = -1326821.718959
  nChanged 488
		SP:Iteration 10Q (8037.760000 sec): 3 clusters
  Score: Raw -1330290.720850 + Penalty 3080.945730 = -1327209.775120
  nChanged 363
		SP:Iteration 11Q (8037.790000 sec): 3 clusters
  Score: Raw -1330568.386594 + Penalty 3080.945730 = -1327487.440864
  nChanged 236
		SP:Iteration 12Q (8037.820000 sec): 3 clusters
  Score: Raw -1330735.519904 + Penalty 3080.945730 = -1327654.574174
  nChanged 163
		SP:Iteration 13Q (8037.840000 sec): 3 clusters
  Score: Raw -1330846.064622 + Penalty 3080.945730 = -1327765.118892
  nChanged 114
		SP:Iteration 14Q (8037.860000 sec): 3 clusters
  Score: Raw -1330922.514367 + Penalty 3080.945730 = -1327841.568637
  nChanged 89
		SP:Iteration 15Q (8037.890000 sec): 3 clusters
  Score: Raw -1330980.857585 + Penalty 3080.945730 = -1327899.911855
  nChanged 79
		SP:Iteration 16Q (8037.910000 sec): 3 clusters
  Score: Raw -1331032.482225 + Penalty 3080.945730 = -1327951.536495
  nChanged 51
		SP:Iteration 17Q (8037.930000 sec): 3 clusters
  Score: Raw -1331064.410091 + Penalty 3080.945730 = -1327983.464361
  nChanged 35
		SP:Iteration 18Q (8037.960000 sec): 3 clusters
  Score: Raw -1331086.782924 + Penalty 3080.945730 = -1328005.837194
  nChanged 27
		SP:Iteration 19Q (8037.980000 sec): 3 clusters
  Score: Raw -1331102.810911 + Penalty 3080.945730 = -1328021.865181
  nChanged 18
		SP:Iteration 20F (8038.010000 sec): 3 clusters
  Score: Raw -1331117.088351 + Penalty 3080.945730 = -1328036.142621
  nChanged 15
		SP:Iteration 21Q (8038.030000 sec): 3 clusters
  Score: Raw -1331126.836231 + Penalty 3080.945730 = -1328045.890501
  nChanged 10
		SP:Iteration 22Q (8038.060000 sec): 3 clusters
  Score: Raw -1331134.441483 + Penalty 3080.945730 = -1328053.495753
  nChanged 13
		SP:Iteration 23Q (8038.080000 sec): 3 clusters
  Score: Raw -1331142.809076 + Penalty 3080.945730 = -1328061.863346
  nChanged 10
		SP:Iteration 24Q (8038.100000 sec): 3 clusters
  Score: Raw -1331149.514779 + Penalty 3080.945730 = -1328068.569049
  nChanged 10
		SP:Iteration 25Q (8038.120000 sec): 3 clusters
  Score: Raw -1331154.304939 + Penalty 3080.945730 = -1328073.359209
  nChanged 6
		SP:Iteration 26Q (8038.140000 sec): 3 clusters
  Score: Raw -1331157.509582 + Penalty 3080.945730 = -1328076.563852
  nChanged 5
		SP:Iteration 27Q (8038.160000 sec): 3 clusters
  Score: Raw -1331159.574245 + Penalty 3080.945730 = -1328078.628515
  nChanged 3
		SP:Iteration 28Q (8038.180000 sec): 3 clusters
  Score: Raw -1331160.938014 + Penalty 3080.945730 = -1328079.992284
  nChanged 1
		SP:Iteration 29Q (8038.210000 sec): 3 clusters
  Score: Raw -1331162.128301 + Penalty 3080.945730 = -1328081.182571
  nChanged 1
		SP:Iteration 30Q (8038.230000 sec): 3 clusters
  Score: Raw -1331162.516057 + Penalty 3080.945730 = -1328081.570327
  nChanged 2
		SP:Iteration 31Q (8038.260000 sec): 3 clusters
  Score: Raw -1331163.578921 + Penalty 3080.945730 = -1328082.633191
  nChanged 4
		SP:Iteration 32Q (8038.280000 sec): 3 clusters
  Score: Raw -1331166.198423 + Penalty 3080.945730 = -1328085.252693
  nChanged 5
		SP:Iteration 33Q (8038.300000 sec): 3 clusters
  Score: Raw -1331168.424289 + Penalty 3080.945730 = -1328087.478559
  nChanged 5
		SP:Iteration 34Q (8038.320000 sec): 3 clusters
  Score: Raw -1331171.512413 + Penalty 3080.945730 = -1328090.566683
  nChanged 5
		SP:Iteration 35Q (8038.350000 sec): 3 clusters
  Score: Raw -1331173.419319 + Penalty 3080.945730 = -1328092.473589
  nChanged 3
		SP:Iteration 36Q (8038.370000 sec): 3 clusters
  Score: Raw -1331175.880907 + Penalty 3080.945730 = -1328094.935177
  nChanged 5
		SP:Iteration 37Q (8038.400000 sec): 3 clusters
  Score: Raw -1331178.406626 + Penalty 3080.945730 = -1328097.460896
  nChanged 2
		SP:Iteration 38Q (8038.420000 sec): 3 clusters
  Score: Raw -1331179.038941 + Penalty 3080.945730 = -1328098.093211
  nChanged 1
		SP:Iteration 39Q (8038.440000 sec): 3 clusters
  Score: Raw -1331179.358269 + Penalty 3080.945730 = -1328098.412539
  nChanged 0
		SP:Iteration 40F (8038.470000 sec): 3 clusters
  Score: Raw -1331179.358269 + Penalty 3080.945730 = -1328098.412539
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.480000 sec): 2 clusters
  Score: Raw -335969.486212 + Penalty 1335.990329 = -334633.495883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.500000 sec): 3 clusters
  Score: Raw -334123.004275 + Penalty 2671.980658 = -331451.023617
  nChanged 1497
		SP:Iteration 1F (8038.500000 sec): 3 clusters
  Score: Raw -335062.607138 + Penalty 2671.980658 = -332390.626480
  nChanged 323
		SP:Iteration 2F (8038.510000 sec): 3 clusters
  Score: Raw -335321.134906 + Penalty 2671.980658 = -332649.154248
  nChanged 271
		SP:Iteration 3F (8038.520000 sec): 3 clusters
  Score: Raw -335560.567076 + Penalty 2671.980658 = -332888.586418
  nChanged 236
		SP:Iteration 4F (8038.530000 sec): 3 clusters
  Score: Raw -335752.846680 + Penalty 2671.980658 = -333080.866022
  nChanged 195
		SP:Iteration 5F (8038.540000 sec): 3 clusters
  Score: Raw -335895.950123 + Penalty 2671.980658 = -333223.969465
  nChanged 163
		SP:Iteration 6Q (8038.550000 sec): 3 clusters
  Score: Raw -335998.924361 + Penalty 2671.980658 = -333326.943703
  nChanged 114
		SP:Iteration 7Q (8038.560000 sec): 3 clusters
  Score: Raw -336070.851511 + Penalty 2671.980658 = -333398.870853
  nChanged 107
		SP:Iteration 8Q (8038.560000 sec): 3 clusters
  Score: Raw -336133.898607 + Penalty 2671.980658 = -333461.917949
  nChanged 100
		SP:Iteration 9Q (8038.570000 sec): 3 clusters
  Score: Raw -336189.863515 + Penalty 2671.980658 = -333517.882857
  nChanged 91
		SP:Iteration 10Q (8038.580000 sec): 3 clusters
  Score: Raw -336238.300568 + Penalty 2671.980658 = -333566.319910
  nChanged 78
		SP:Iteration 11Q (8038.590000 sec): 3 clusters
  Score: Raw -336283.546417 + Penalty 2671.980658 = -333611.565759
  nChanged 69
		SP:Iteration 12Q (8038.600000 sec): 3 clusters
  Score: Raw -336326.978681 + Penalty 2671.980658 = -333654.998023
  nChanged 70
		SP:Iteration 13Q (8038.610000 sec): 3 clusters
  Score: Raw -336362.944883 + Penalty 2671.980658 = -333690.964225
  nChanged 54
		SP:Iteration 14Q (8038.620000 sec): 3 clusters
  Score: Raw -336396.264974 + Penalty 2671.980658 = -333724.284316
  nChanged 61
		SP:Iteration 15Q (8038.620000 sec): 3 clusters
  Score: Raw -336434.243974 + Penalty 2671.980658 = -333762.263316
  nChanged 44
		SP:Iteration 16Q (8038.630000 sec): 3 clusters
  Score: Raw -336455.822249 + Penalty 2671.980658 = -333783.841591
  nChanged 35
		SP:Iteration 17Q (8038.640000 sec): 3 clusters
  Score: Raw -336471.305630 + Penalty 2671.980658 = -333799.324972
  nChanged 24
		SP:Iteration 18Q (8038.650000 sec): 3 clusters
  Score: Raw -336480.968904 + Penalty 2671.980658 = -333808.988246
  nChanged 20
		SP:Iteration 19Q (8038.660000 sec): 3 clusters
  Score: Raw -336488.195234 + Penalty 2671.980658 = -333816.214576
  nChanged 10
		SP:Iteration 20F (8038.660000 sec): 3 clusters
  Score: Raw -336492.603405 + Penalty 2671.980658 = -333820.622747
  nChanged 13
		SP:Iteration 21Q (8038.670000 sec): 3 clusters
  Score: Raw -336495.869063 + Penalty 2671.980658 = -333823.888405
  nChanged 9
		SP:Iteration 22Q (8038.680000 sec): 3 clusters
  Score: Raw -336500.867017 + Penalty 2671.980658 = -333828.886359
  nChanged 20
		SP:Iteration 23Q (8038.690000 sec): 3 clusters
  Score: Raw -336508.596846 + Penalty 2671.980658 = -333836.616188
  nChanged 18
		SP:Iteration 24Q (8038.700000 sec): 3 clusters
  Score: Raw -336519.354605 + Penalty 2671.980658 = -333847.373947
  nChanged 23
		SP:Iteration 25Q (8038.710000 sec): 3 clusters
  Score: Raw -336529.231539 + Penalty 2671.980658 = -333857.250881
  nChanged 16
		SP:Iteration 26Q (8038.720000 sec): 3 clusters
  Score: Raw -336534.767809 + Penalty 2671.980658 = -333862.787152
  nChanged 9
		SP:Iteration 27Q (8038.720000 sec): 3 clusters
  Score: Raw -336536.887353 + Penalty 2671.980658 = -333864.906695
  nChanged 8
		SP:Iteration 28Q (8038.730000 sec): 3 clusters
  Score: Raw -336538.584844 + Penalty 2671.980658 = -333866.604186
  nChanged 7
		SP:Iteration 29Q (8038.740000 sec): 3 clusters
  Score: Raw -336540.382383 + Penalty 2671.980658 = -333868.401725
  nChanged 4
		SP:Iteration 30Q (8038.750000 sec): 3 clusters
  Score: Raw -336541.277162 + Penalty 2671.980658 = -333869.296504
  nChanged 3
		SP:Iteration 31Q (8038.760000 sec): 3 clusters
  Score: Raw -336541.874906 + Penalty 2671.980658 = -333869.894248
  nChanged 1
		SP:Iteration 32Q (8038.760000 sec): 3 clusters
  Score: Raw -336542.151687 + Penalty 2671.980658 = -333870.171029
  nChanged 0
		SP:Iteration 33F (8038.770000 sec): 3 clusters
  Score: Raw -336542.151687 + Penalty 2671.980658 = -333870.171029
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.780000 sec): 2 clusters
  Score: Raw -75867.834030 + Penalty 1082.343462 = -74785.490568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.780000 sec): 3 clusters
  Score: Raw -75665.778391 + Penalty 2164.686924 = -73501.091467
  nChanged 225
		SP:Iteration 1F (8038.780000 sec): 3 clusters
  Score: Raw -75898.451549 + Penalty 2164.686924 = -73733.764626
  nChanged 53
		SP:Iteration 2F (8038.780000 sec): 3 clusters
  Score: Raw -75967.815380 + Penalty 2164.686924 = -73803.128456
  nChanged 25
		SP:Iteration 3Q (8038.790000 sec): 3 clusters
  Score: Raw -75994.584121 + Penalty 2164.686924 = -73829.897197
  nChanged 20
		SP:Iteration 4Q (8038.790000 sec): 3 clusters
  Score: Raw -76017.547853 + Penalty 2164.686924 = -73852.860929
  nChanged 9
		SP:Iteration 5Q (8038.790000 sec): 3 clusters
  Score: Raw -76026.085687 + Penalty 2164.686924 = -73861.398764
  nChanged 6
		SP:Iteration 6Q (8038.790000 sec): 3 clusters
  Score: Raw -76035.132448 + Penalty 2164.686924 = -73870.445525
  nChanged 5
		SP:Iteration 7Q (8038.800000 sec): 3 clusters
  Score: Raw -76039.227974 + Penalty 2164.686924 = -73874.541050
  nChanged 7
		SP:Iteration 8Q (8038.800000 sec): 3 clusters
  Score: Raw -76044.628076 + Penalty 2164.686924 = -73879.941152
  nChanged 3
		SP:Iteration 9Q (8038.800000 sec): 3 clusters
  Score: Raw -76047.219993 + Penalty 2164.686924 = -73882.533070
  nChanged 3
		SP:Iteration 10Q (8038.800000 sec): 3 clusters
  Score: Raw -76049.859911 + Penalty 2164.686924 = -73885.172987
  nChanged 3
		SP:Iteration 11Q (8038.800000 sec): 3 clusters
  Score: Raw -76052.927472 + Penalty 2164.686924 = -73888.240548
  nChanged 0
		SP:Iteration 12F (8038.800000 sec): 3 clusters
  Score: Raw -76052.927472 + Penalty 2164.686924 = -73888.240548
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.820000 sec): 2 clusters
  Score: Raw -412621.532345 + Penalty 1348.876256 = -411272.656088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.830000 sec): 3 clusters
  Score: Raw -410570.307732 + Penalty 2697.752512 = -407872.555220
  nChanged 1618
		SP:Iteration 1F (8038.840000 sec): 3 clusters
  Score: Raw -411492.606772 + Penalty 2697.752512 = -408794.854259
  nChanged 270
		SP:Iteration 2F (8038.840000 sec): 3 clusters
  Score: Raw -411621.732935 + Penalty 2697.752512 = -408923.980423
  nChanged 188
		SP:Iteration 3Q (8038.860000 sec): 3 clusters
  Score: Raw -411692.707600 + Penalty 2697.752512 = -408994.955087
  nChanged 122
		SP:Iteration 4Q (8038.860000 sec): 3 clusters
  Score: Raw -411736.414828 + Penalty 2697.752512 = -409038.662316
  nChanged 80
		SP:Iteration 5Q (8038.870000 sec): 3 clusters
  Score: Raw -411767.979414 + Penalty 2697.752512 = -409070.226902
  nChanged 80
		SP:Iteration 6Q (8038.880000 sec): 3 clusters
  Score: Raw -411798.282730 + Penalty 2697.752512 = -409100.530218
  nChanged 66
		SP:Iteration 7Q (8038.890000 sec): 3 clusters
  Score: Raw -411818.834697 + Penalty 2697.752512 = -409121.082185
  nChanged 53
		SP:Iteration 8Q (8038.900000 sec): 3 clusters
  Score: Raw -411833.693208 + Penalty 2697.752512 = -409135.940695
  nChanged 48
		SP:Iteration 9Q (8038.910000 sec): 3 clusters
  Score: Raw -411847.328548 + Penalty 2697.752512 = -409149.576035
  nChanged 35
		SP:Iteration 10Q (8038.920000 sec): 3 clusters
  Score: Raw -411857.709260 + Penalty 2697.752512 = -409159.956748
  nChanged 33
		SP:Iteration 11Q (8038.930000 sec): 3 clusters
  Score: Raw -411869.476559 + Penalty 2697.752512 = -409171.724046
  nChanged 35
		SP:Iteration 12Q (8038.940000 sec): 3 clusters
  Score: Raw -411878.376845 + Penalty 2697.752512 = -409180.624333
  nChanged 29
		SP:Iteration 13Q (8038.950000 sec): 3 clusters
  Score: Raw -411889.233246 + Penalty 2697.752512 = -409191.480733
  nChanged 39
		SP:Iteration 14Q (8038.960000 sec): 3 clusters
  Score: Raw -411904.000006 + Penalty 2697.752512 = -409206.247494
  nChanged 48
		SP:Iteration 15Q (8038.970000 sec): 3 clusters
  Score: Raw -411921.573585 + Penalty 2697.752512 = -409223.821073
  nChanged 36
		SP:Iteration 16Q (8038.980000 sec): 3 clusters
  Score: Raw -411932.981820 + Penalty 2697.752512 = -409235.229308
  nChanged 39
		SP:Iteration 17Q (8038.990000 sec): 3 clusters
  Score: Raw -411950.550431 + Penalty 2697.752512 = -409252.797918
  nChanged 49
		SP:Iteration 18Q (8039.000000 sec): 3 clusters
  Score: Raw -411973.864986 + Penalty 2697.752512 = -409276.112473
  nChanged 46
		SP:Iteration 19Q (8039.010000 sec): 3 clusters
  Score: Raw -411995.885115 + Penalty 2697.752512 = -409298.132603
  nChanged 45
		SP:Iteration 20F (8039.010000 sec): 3 clusters
  Score: Raw -412016.848119 + Penalty 2697.752512 = -409319.095607
  nChanged 58
		SP:Iteration 21Q (8039.020000 sec): 3 clusters
  Score: Raw -412045.363321 + Penalty 2697.752512 = -409347.610809
  nChanged 60
		SP:Iteration 22Q (8039.030000 sec): 3 clusters
  Score: Raw -412068.925635 + Penalty 2697.752512 = -409371.173122
  nChanged 53
		SP:Iteration 23Q (8039.040000 sec): 3 clusters
  Score: Raw -412095.009519 + Penalty 2697.752512 = -409397.257007
  nChanged 73
		SP:Iteration 24Q (8039.050000 sec): 3 clusters
  Score: Raw -412130.848812 + Penalty 2697.752512 = -409433.096300
  nChanged 67
		SP:Iteration 25Q (8039.060000 sec): 3 clusters
  Score: Raw -412153.927701 + Penalty 2697.752512 = -409456.175189
  nChanged 58
		SP:Iteration 26Q (8039.070000 sec): 3 clusters
  Score: Raw -412169.862703 + Penalty 2697.752512 = -409472.110191
  nChanged 43
		SP:Iteration 27Q (8039.080000 sec): 3 clusters
  Score: Raw -412183.223929 + Penalty 2697.752512 = -409485.471417
  nChanged 50
		SP:Iteration 28Q (8039.090000 sec): 3 clusters
  Score: Raw -412202.728869 + Penalty 2697.752512 = -409504.976357
  nChanged 62
		SP:Iteration 29Q (8039.100000 sec): 3 clusters
  Score: Raw -412229.986343 + Penalty 2697.752512 = -409532.233830
  nChanged 72
		SP:Iteration 30Q (8039.100000 sec): 3 clusters
  Score: Raw -412254.276368 + Penalty 2697.752512 = -409556.523856
  nChanged 48
		SP:Iteration 31Q (8039.110000 sec): 3 clusters
  Score: Raw -412276.198511 + Penalty 2697.752512 = -409578.445998
  nChanged 67
		SP:Iteration 32Q (8039.120000 sec): 3 clusters
  Score: Raw -412303.947043 + Penalty 2697.752512 = -409606.194531
  nChanged 59
		SP:Iteration 33Q (8039.130000 sec): 3 clusters
  Score: Raw -412328.490174 + Penalty 2697.752512 = -409630.737662
  nChanged 56
		SP:Iteration 34Q (8039.140000 sec): 3 clusters
  Score: Raw -412354.344337 + Penalty 2697.752512 = -409656.591825
  nChanged 55
		SP:Iteration 35Q (8039.150000 sec): 3 clusters
  Score: Raw -412375.862014 + Penalty 2697.752512 = -409678.109502
  nChanged 60
		SP:Iteration 36Q (8039.160000 sec): 3 clusters
  Score: Raw -412396.551364 + Penalty 2697.752512 = -409698.798851
  nChanged 48
		SP:Iteration 37Q (8039.170000 sec): 3 clusters
  Score: Raw -412415.088766 + Penalty 2697.752512 = -409717.336254
  nChanged 51
		SP:Iteration 38Q (8039.180000 sec): 3 clusters
  Score: Raw -412434.032014 + Penalty 2697.752512 = -409736.279502
  nChanged 45
		SP:Iteration 39Q (8039.190000 sec): 3 clusters
  Score: Raw -412451.553440 + Penalty 2697.752512 = -409753.800927
  nChanged 38
		SP:Iteration 40F (8039.200000 sec): 3 clusters
  Score: Raw -412463.482919 + Penalty 2697.752512 = -409765.730407
  nChanged 37
		SP:Iteration 41Q (8039.200000 sec): 3 clusters
  Score: Raw -412477.457377 + Penalty 2697.752512 = -409779.704864
  nChanged 39
		SP:Iteration 42Q (8039.220000 sec): 3 clusters
  Score: Raw -412495.808932 + Penalty 2697.752512 = -409798.056419
  nChanged 39
		SP:Iteration 43Q (8039.220000 sec): 3 clusters
  Score: Raw -412513.260925 + Penalty 2697.752512 = -409815.508412
  nChanged 45
		SP:Iteration 44Q (8039.230000 sec): 3 clusters
  Score: Raw -412532.091224 + Penalty 2697.752512 = -409834.338712
  nChanged 53
		SP:Iteration 45Q (8039.240000 sec): 3 clusters
  Score: Raw -412562.661988 + Penalty 2697.752512 = -409864.909475
  nChanged 61
		SP:Iteration 46Q (8039.250000 sec): 3 clusters
  Score: Raw -412600.347904 + Penalty 2697.752512 = -409902.595392
  nChanged 66
		SP:Iteration 47Q (8039.260000 sec): 3 clusters
  Score: Raw -412635.813080 + Penalty 2697.752512 = -409938.060568
  nChanged 60
		SP:Iteration 48Q (8039.270000 sec): 3 clusters
  Score: Raw -412669.673173 + Penalty 2697.752512 = -409971.920661
  nChanged 47
		SP:Iteration 49Q (8039.280000 sec): 3 clusters
  Score: Raw -412692.810837 + Penalty 2697.752512 = -409995.058325
  nChanged 37
		SP:Iteration 50Q (8039.290000 sec): 3 clusters
  Score: Raw -412708.608453 + Penalty 2697.752512 = -410010.855940
  nChanged 28
		SP:Iteration 51Q (8039.300000 sec): 3 clusters
  Score: Raw -412718.428935 + Penalty 2697.752512 = -410020.676423
  nChanged 24
		SP:Iteration 52Q (8039.300000 sec): 3 clusters
  Score: Raw -412727.635021 + Penalty 2697.752512 = -410029.882509
  nChanged 16
		SP:Iteration 53Q (8039.320000 sec): 3 clusters
  Score: Raw -412731.863296 + Penalty 2697.752512 = -410034.110784
  nChanged 11
		SP:Iteration 54Q (8039.320000 sec): 3 clusters
  Score: Raw -412735.256419 + Penalty 2697.752512 = -410037.503907
  nChanged 8
		SP:Iteration 55Q (8039.330000 sec): 3 clusters
  Score: Raw -412738.545888 + Penalty 2697.752512 = -410040.793375
  nChanged 12
		SP:Iteration 56Q (8039.340000 sec): 3 clusters
  Score: Raw -412742.199571 + Penalty 2697.752512 = -410044.447059
  nChanged 6
		SP:Iteration 57Q (8039.350000 sec): 3 clusters
  Score: Raw -412744.405724 + Penalty 2697.752512 = -410046.653211
  nChanged 10
		SP:Iteration 58Q (8039.360000 sec): 3 clusters
  Score: Raw -412747.128072 + Penalty 2697.752512 = -410049.375559
  nChanged 6
		SP:Iteration 59Q (8039.370000 sec): 3 clusters
  Score: Raw -412748.448191 + Penalty 2697.752512 = -410050.695679
  nChanged 1
		SP:Iteration 60F (8039.380000 sec): 3 clusters
  Score: Raw -412748.613871 + Penalty 2697.752512 = -410050.861359
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.390000 sec): 2 clusters
  Score: Raw -107552.553864 + Penalty 1152.272846 = -106400.281018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.390000 sec): 3 clusters
  Score: Raw -107123.031876 + Penalty 2304.545692 = -104818.486184
  nChanged 388
		SP:Iteration 1F (8039.390000 sec): 3 clusters
  Score: Raw -107500.179035 + Penalty 2304.545692 = -105195.633342
  nChanged 106
		SP:Iteration 2F (8039.400000 sec): 3 clusters
  Score: Raw -107622.117849 + Penalty 2304.545692 = -105317.572157
  nChanged 66
		SP:Iteration 3F (8039.400000 sec): 3 clusters
  Score: Raw -107708.277772 + Penalty 2304.545692 = -105403.732080
  nChanged 57
		SP:Iteration 4Q (8039.400000 sec): 3 clusters
  Score: Raw -107791.558401 + Penalty 2304.545692 = -105487.012708
  nChanged 40
		SP:Iteration 5Q (8039.400000 sec): 3 clusters
  Score: Raw -107841.620317 + Penalty 2304.545692 = -105537.074625
  nChanged 37
		SP:Iteration 6Q (8039.400000 sec): 3 clusters
  Score: Raw -107892.045618 + Penalty 2304.545692 = -105587.499925
  nChanged 36
		SP:Iteration 7Q (8039.410000 sec): 3 clusters
  Score: Raw -107931.296880 + Penalty 2304.545692 = -105626.751187
  nChanged 24
		SP:Iteration 8Q (8039.410000 sec): 3 clusters
  Score: Raw -107952.873116 + Penalty 2304.545692 = -105648.327424
  nChanged 13
		SP:Iteration 9Q (8039.410000 sec): 3 clusters
  Score: Raw -107967.120247 + Penalty 2304.545692 = -105662.574555
  nChanged 5
		SP:Iteration 10Q (8039.420000 sec): 3 clusters
  Score: Raw -107969.108624 + Penalty 2304.545692 = -105664.562932
  nChanged 1
		SP:Iteration 11Q (8039.420000 sec): 3 clusters
  Score: Raw -107969.662040 + Penalty 2304.545692 = -105665.116348
  nChanged 1
		SP:Iteration 12Q (8039.420000 sec): 3 clusters
  Score: Raw -107970.041042 + Penalty 2304.545692 = -105665.495349
  nChanged 2
		SP:Iteration 13Q (8039.420000 sec): 3 clusters
  Score: Raw -107973.389693 + Penalty 2304.545692 = -105668.844001
  nChanged 2
		SP:Iteration 14Q (8039.430000 sec): 3 clusters
  Score: Raw -107976.021343 + Penalty 2304.545692 = -105671.475651
  nChanged 4
		SP:Iteration 15Q (8039.430000 sec): 3 clusters
  Score: Raw -107983.461684 + Penalty 2304.545692 = -105678.915992
  nChanged 9
		SP:Iteration 16Q (8039.430000 sec): 3 clusters
  Score: Raw -107992.324209 + Penalty 2304.545692 = -105687.778517
  nChanged 5
		SP:Iteration 17Q (8039.430000 sec): 3 clusters
  Score: Raw -107996.639182 + Penalty 2304.545692 = -105692.093489
  nChanged 6
		SP:Iteration 18Q (8039.440000 sec): 3 clusters
  Score: Raw -108003.734593 + Penalty 2304.545692 = -105699.188901
  nChanged 7
		SP:Iteration 19Q (8039.440000 sec): 3 clusters
  Score: Raw -108008.276148 + Penalty 2304.545692 = -105703.730455
  nChanged 4
		SP:Iteration 20F (8039.440000 sec): 3 clusters
  Score: Raw -108012.060271 + Penalty 2304.545692 = -105707.514579
  nChanged 4
		SP:Iteration 21Q (8039.440000 sec): 3 clusters
  Score: Raw -108017.948380 + Penalty 2304.545692 = -105713.402688
  nChanged 8
		SP:Iteration 22Q (8039.450000 sec): 3 clusters
  Score: Raw -108043.621684 + Penalty 2304.545692 = -105739.075992
  nChanged 15
		SP:Iteration 23Q (8039.450000 sec): 3 clusters
  Score: Raw -108066.108735 + Penalty 2304.545692 = -105761.563043
  nChanged 15
		SP:Iteration 24Q (8039.450000 sec): 3 clusters
  Score: Raw -108081.020300 + Penalty 2304.545692 = -105776.474608
  nChanged 6
		SP:Iteration 25Q (8039.460000 sec): 3 clusters
  Score: Raw -108095.719729 + Penalty 2304.545692 = -105791.174037
  nChanged 8
		SP:Iteration 26Q (8039.460000 sec): 3 clusters
  Score: Raw -108104.240561 + Penalty 2304.545692 = -105799.694869
  nChanged 4
		SP:Iteration 27Q (8039.460000 sec): 3 clusters
  Score: Raw -108107.497613 + Penalty 2304.545692 = -105802.951920
  nChanged 3
		SP:Iteration 28Q (8039.460000 sec): 3 clusters
  Score: Raw -108110.023724 + Penalty 2304.545692 = -105805.478032
  nChanged 6
		SP:Iteration 29Q (8039.460000 sec): 3 clusters
  Score: Raw -108115.163077 + Penalty 2304.545692 = -105810.617385
  nChanged 4
		SP:Iteration 30Q (8039.470000 sec): 3 clusters
  Score: Raw -108118.302763 + Penalty 2304.545692 = -105813.757071
  nChanged 5
		SP:Iteration 31Q (8039.470000 sec): 3 clusters
  Score: Raw -108123.256411 + Penalty 2304.545692 = -105818.710719
  nChanged 5
		SP:Iteration 32Q (8039.470000 sec): 3 clusters
  Score: Raw -108128.888999 + Penalty 2304.545692 = -105824.343307
  nChanged 6
		SP:Iteration 33Q (8039.480000 sec): 3 clusters
  Score: Raw -108136.749904 + Penalty 2304.545692 = -105832.204212
  nChanged 4
		SP:Iteration 34Q (8039.480000 sec): 3 clusters
  Score: Raw -108139.291421 + Penalty 2304.545692 = -105834.745729
  nChanged 3
		SP:Iteration 35Q (8039.480000 sec): 3 clusters
  Score: Raw -108141.518057 + Penalty 2304.545692 = -105836.972365
  nChanged 5
		SP:Iteration 36Q (8039.480000 sec): 3 clusters
  Score: Raw -108151.239297 + Penalty 2304.545692 = -105846.693605
  nChanged 11
		SP:Iteration 37Q (8039.480000 sec): 3 clusters
  Score: Raw -108165.321301 + Penalty 2304.545692 = -105860.775609
  nChanged 5
		SP:Iteration 38Q (8039.490000 sec): 3 clusters
  Score: Raw -108169.958976 + Penalty 2304.545692 = -105865.413284
  nChanged 3
		SP:Iteration 39Q (8039.490000 sec): 3 clusters
  Score: Raw -108175.063685 + Penalty 2304.545692 = -105870.517992
  nChanged 3
		SP:Iteration 40F (8039.490000 sec): 3 clusters
  Score: Raw -108179.202865 + Penalty 2304.545692 = -105874.657173
  nChanged 5
		SP:Iteration 41Q (8039.500000 sec): 3 clusters
  Score: Raw -108186.148116 + Penalty 2304.545692 = -105881.602424
  nChanged 1
		SP:Iteration 42Q (8039.500000 sec): 3 clusters
  Score: Raw -108187.368064 + Penalty 2304.545692 = -105882.822372
  nChanged 0
		SP:Iteration 43F (8039.500000 sec): 3 clusters
  Score: Raw -108187.368064 + Penalty 2304.545692 = -105882.822372
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.520000 sec): 2 clusters
  Score: Raw -397919.704976 + Penalty 1351.835245 = -396567.869731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.520000 sec): 3 clusters
  Score: Raw -395875.291689 + Penalty 2703.670491 = -393171.621198
  nChanged 1632
		SP:Iteration 1F (8039.530000 sec): 3 clusters
  Score: Raw -396788.165471 + Penalty 2703.670491 = -394084.494980
  nChanged 310
		SP:Iteration 2F (8039.540000 sec): 3 clusters
  Score: Raw -397037.620894 + Penalty 2703.670491 = -394333.950404
  nChanged 259
		SP:Iteration 3F (8039.550000 sec): 3 clusters
  Score: Raw -397243.131331 + Penalty 2703.670491 = -394539.460840
  nChanged 233
		SP:Iteration 4F (8039.560000 sec): 3 clusters
  Score: Raw -397418.051585 + Penalty 2703.670491 = -394714.381094
  nChanged 209
		SP:Iteration 5F (8039.570000 sec): 3 clusters
  Score: Raw -397587.194230 + Penalty 2703.670491 = -394883.523739
  nChanged 210
		SP:Iteration 6F (8039.580000 sec): 3 clusters
  Score: Raw -397746.128112 + Penalty 2703.670491 = -395042.457621
  nChanged 200
		SP:Iteration 7Q (8039.590000 sec): 3 clusters
  Score: Raw -397887.864913 + Penalty 2703.670491 = -395184.194422
  nChanged 174
		SP:Iteration 8Q (8039.600000 sec): 3 clusters
  Score: Raw -397996.029658 + Penalty 2703.670491 = -395292.359167
  nChanged 154
		SP:Iteration 9Q (8039.610000 sec): 3 clusters
  Score: Raw -398079.473455 + Penalty 2703.670491 = -395375.802964
  nChanged 101
		SP:Iteration 10Q (8039.620000 sec): 3 clusters
  Score: Raw -398122.814155 + Penalty 2703.670491 = -395419.143664
  nChanged 68
		SP:Iteration 11Q (8039.630000 sec): 3 clusters
  Score: Raw -398156.221097 + Penalty 2703.670491 = -395452.550606
  nChanged 59
		SP:Iteration 12Q (8039.640000 sec): 3 clusters
  Score: Raw -398179.352498 + Penalty 2703.670491 = -395475.682007
  nChanged 37
		SP:Iteration 13Q (8039.640000 sec): 3 clusters
  Score: Raw -398194.866472 + Penalty 2703.670491 = -395491.195981
  nChanged 28
		SP:Iteration 14Q (8039.660000 sec): 3 clusters
  Score: Raw -398204.073601 + Penalty 2703.670491 = -395500.403110
  nChanged 22
		SP:Iteration 15Q (8039.660000 sec): 3 clusters
  Score: Raw -398210.894454 + Penalty 2703.670491 = -395507.223963
  nChanged 15
		SP:Iteration 16Q (8039.670000 sec): 3 clusters
  Score: Raw -398214.575428 + Penalty 2703.670491 = -395510.904937
  nChanged 12
		SP:Iteration 17Q (8039.680000 sec): 3 clusters
  Score: Raw -398217.183454 + Penalty 2703.670491 = -395513.512963
  nChanged 14
		SP:Iteration 18Q (8039.690000 sec): 3 clusters
  Score: Raw -398220.777911 + Penalty 2703.670491 = -395517.107421
  nChanged 14
		SP:Iteration 19Q (8039.700000 sec): 3 clusters
  Score: Raw -398224.257426 + Penalty 2703.670491 = -395520.586935
  nChanged 9
		SP:Iteration 20F (8039.710000 sec): 3 clusters
  Score: Raw -398226.341573 + Penalty 2703.670491 = -395522.671083
  nChanged 6
		SP:Iteration 21Q (8039.720000 sec): 3 clusters
  Score: Raw -398227.853997 + Penalty 2703.670491 = -395524.183506
  nChanged 8
		SP:Iteration 22Q (8039.730000 sec): 3 clusters
  Score: Raw -398230.364453 + Penalty 2703.670491 = -395526.693962
  nChanged 8
		SP:Iteration 23Q (8039.740000 sec): 3 clusters
  Score: Raw -398233.510326 + Penalty 2703.670491 = -395529.839836
  nChanged 14
		SP:Iteration 24Q (8039.750000 sec): 3 clusters
  Score: Raw -398238.354997 + Penalty 2703.670491 = -395534.684506
  nChanged 12
		SP:Iteration 25Q (8039.760000 sec): 3 clusters
  Score: Raw -398241.050140 + Penalty 2703.670491 = -395537.379649
  nChanged 13
		SP:Iteration 26Q (8039.770000 sec): 3 clusters
  Score: Raw -398244.032570 + Penalty 2703.670491 = -395540.362079
  nChanged 12
		SP:Iteration 27Q (8039.780000 sec): 3 clusters
  Score: Raw -398246.986150 + Penalty 2703.670491 = -395543.315659
  nChanged 11
		SP:Iteration 28Q (8039.780000 sec): 3 clusters
  Score: Raw -398249.759402 + Penalty 2703.670491 = -395546.088912
  nChanged 10
		SP:Iteration 29Q (8039.800000 sec): 3 clusters
  Score: Raw -398252.865212 + Penalty 2703.670491 = -395549.194721
  nChanged 12
		SP:Iteration 30Q (8039.800000 sec): 3 clusters
  Score: Raw -398255.643868 + Penalty 2703.670491 = -395551.973377
  nChanged 11
		SP:Iteration 31Q (8039.810000 sec): 3 clusters
  Score: Raw -398258.540918 + Penalty 2703.670491 = -395554.870427
  nChanged 13
		SP:Iteration 32Q (8039.820000 sec): 3 clusters
  Score: Raw -398263.200523 + Penalty 2703.670491 = -395559.530032
  nChanged 15
		SP:Iteration 33Q (8039.830000 sec): 3 clusters
  Score: Raw -398266.729263 + Penalty 2703.670491 = -395563.058773
  nChanged 15
		SP:Iteration 34Q (8039.840000 sec): 3 clusters
  Score: Raw -398271.594922 + Penalty 2703.670491 = -395567.924431
  nChanged 14
		SP:Iteration 35Q (8039.850000 sec): 3 clusters
  Score: Raw -398275.872377 + Penalty 2703.670491 = -395572.201886
  nChanged 14
		SP:Iteration 36Q (8039.860000 sec): 3 clusters
  Score: Raw -398280.266807 + Penalty 2703.670491 = -395576.596316
  nChanged 16
		SP:Iteration 37Q (8039.870000 sec): 3 clusters
  Score: Raw -398283.950776 + Penalty 2703.670491 = -395580.280285
  nChanged 10
		SP:Iteration 38Q (8039.880000 sec): 3 clusters
  Score: Raw -398288.265435 + Penalty 2703.670491 = -395584.594944
  nChanged 10
		SP:Iteration 39Q (8039.880000 sec): 3 clusters
  Score: Raw -398293.839769 + Penalty 2703.670491 = -395590.169278
  nChanged 16
		SP:Iteration 40F (8039.900000 sec): 3 clusters
  Score: Raw -398298.624219 + Penalty 2703.670491 = -395594.953728
  nChanged 12
		SP:Iteration 41Q (8039.900000 sec): 3 clusters
  Score: Raw -398302.482541 + Penalty 2703.670491 = -395598.812050
  nChanged 12
		SP:Iteration 42Q (8039.910000 sec): 3 clusters
  Score: Raw -398308.255305 + Penalty 2703.670491 = -395604.584814
  nChanged 21
		SP:Iteration 43Q (8039.920000 sec): 3 clusters
  Score: Raw -398316.664975 + Penalty 2703.670491 = -395612.994484
  nChanged 21
		SP:Iteration 44Q (8039.930000 sec): 3 clusters
  Score: Raw -398324.337898 + Penalty 2703.670491 = -395620.667407
  nChanged 14
		SP:Iteration 45Q (8039.940000 sec): 3 clusters
  Score: Raw -398330.408861 + Penalty 2703.670491 = -395626.738370
  nChanged 16
		SP:Iteration 46Q (8039.950000 sec): 3 clusters
  Score: Raw -398339.117400 + Penalty 2703.670491 = -395635.446909
  nChanged 16
		SP:Iteration 47Q (8039.960000 sec): 3 clusters
  Score: Raw -398346.298328 + Penalty 2703.670491 = -395642.627838
  nChanged 15
		SP:Iteration 48Q (8039.970000 sec): 3 clusters
  Score: Raw -398352.491840 + Penalty 2703.670491 = -395648.821349
  nChanged 20
		SP:Iteration 49Q (8039.980000 sec): 3 clusters
  Score: Raw -398361.976942 + Penalty 2703.670491 = -395658.306451
  nChanged 23
		SP:Iteration 50Q (8039.990000 sec): 3 clusters
  Score: Raw -398373.974193 + Penalty 2703.670491 = -395670.303702
  nChanged 19
		SP:Iteration 51Q (8040.000000 sec): 3 clusters
  Score: Raw -398383.214782 + Penalty 2703.670491 = -395679.544291
  nChanged 16
		SP:Iteration 52Q (8040.010000 sec): 3 clusters
  Score: Raw -398393.674427 + Penalty 2703.670491 = -395690.003936
  nChanged 17
		SP:Iteration 53Q (8040.020000 sec): 3 clusters
  Score: Raw -398404.415236 + Penalty 2703.670491 = -395700.744745
  nChanged 23
		SP:Iteration 54Q (8040.020000 sec): 3 clusters
  Score: Raw -398414.775320 + Penalty 2703.670491 = -395711.104829
  nChanged 11
		SP:Iteration 55Q (8040.030000 sec): 3 clusters
  Score: Raw -398419.068352 + Penalty 2703.670491 = -395715.397861
  nChanged 10
		SP:Iteration 56Q (8040.040000 sec): 3 clusters
  Score: Raw -398423.276281 + Penalty 2703.670491 = -395719.605791
  nChanged 10
		SP:Iteration 57Q (8040.050000 sec): 3 clusters
  Score: Raw -398430.492249 + Penalty 2703.670491 = -395726.821759
  nChanged 15
		SP:Iteration 58Q (8040.060000 sec): 3 clusters
  Score: Raw -398438.872062 + Penalty 2703.670491 = -395735.201571
  nChanged 16
		SP:Iteration 59Q (8040.070000 sec): 3 clusters
  Score: Raw -398445.561439 + Penalty 2703.670491 = -395741.890948
  nChanged 10
		SP:Iteration 60F (8040.080000 sec): 3 clusters
  Score: Raw -398452.323814 + Penalty 2703.670491 = -395748.653323
  nChanged 12
		SP:Iteration 61Q (8040.090000 sec): 3 clusters
  Score: Raw -398459.093936 + Penalty 2703.670491 = -395755.423445
  nChanged 9
		SP:Iteration 62Q (8040.100000 sec): 3 clusters
  Score: Raw -398464.781029 + Penalty 2703.670491 = -395761.110538
  nChanged 14
		SP:Iteration 63Q (8040.110000 sec): 3 clusters
  Score: Raw -398469.460848 + Penalty 2703.670491 = -395765.790357
  nChanged 8
		SP:Iteration 64Q (8040.120000 sec): 3 clusters
  Score: Raw -398471.176020 + Penalty 2703.670491 = -395767.505530
  nChanged 4
		SP:Iteration 65Q (8040.130000 sec): 3 clusters
  Score: Raw -398472.228895 + Penalty 2703.670491 = -395768.558404
  nChanged 3
		SP:Iteration 66Q (8040.140000 sec): 3 clusters
  Score: Raw -398472.651763 + Penalty 2703.670491 = -395768.981273
  nChanged 0
		SP:Iteration 67F (8040.140000 sec): 3 clusters
  Score: Raw -398472.651763 + Penalty 2703.670491 = -395768.981273
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.200000 sec): 2 clusters
  Score: Raw -1649507.845148 + Penalty 1577.681621 = -1647930.163528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8040.240000 sec): 3 clusters
  Score: Raw -1639748.601823 + Penalty 3155.363241 = -1636593.238582
  nChanged 7296
		SP:Iteration 1F (8040.280000 sec): 3 clusters
  Score: Raw -1643573.106128 + Penalty 3155.363241 = -1640417.742887
  nChanged 820
		SP:Iteration 2Q (8040.320000 sec): 3 clusters
  Score: Raw -1643829.181926 + Penalty 3155.363241 = -1640673.818684
  nChanged 710
		SP:Iteration 3Q (8040.360000 sec): 3 clusters
  Score: Raw -1644052.064411 + Penalty 3155.363241 = -1640896.701169
  nChanged 602
		SP:Iteration 4Q (8040.400000 sec): 3 clusters
  Score: Raw -1644241.397884 + Penalty 3155.363241 = -1641086.034643
  nChanged 590
		SP:Iteration 5Q (8040.430000 sec): 3 clusters
  Score: Raw -1644398.793255 + Penalty 3155.363241 = -1641243.430014
  nChanged 507
		SP:Iteration 6Q (8040.480000 sec): 3 clusters
  Score: Raw -1644528.030982 + Penalty 3155.363241 = -1641372.667740
  nChanged 404
		SP:Iteration 7Q (8040.520000 sec): 3 clusters
  Score: Raw -1644637.604962 + Penalty 3155.363241 = -1641482.241721
  nChanged 417
		SP:Iteration 8Q (8040.560000 sec): 3 clusters
  Score: Raw -1644754.120738 + Penalty 3155.363241 = -1641598.757496
  nChanged 413
		SP:Iteration 9Q (8040.600000 sec): 3 clusters
  Score: Raw -1644873.608357 + Penalty 3155.363241 = -1641718.245116
  nChanged 428
		SP:Iteration 10Q (8040.640000 sec): 3 clusters
  Score: Raw -1645009.135528 + Penalty 3155.363241 = -1641853.772287
  nChanged 494
		SP:Iteration 11Q (8040.680000 sec): 3 clusters
  Score: Raw -1645174.629730 + Penalty 3155.363241 = -1642019.266488
  nChanged 515
		SP:Iteration 12Q (8040.710000 sec): 3 clusters
  Score: Raw -1645353.180175 + Penalty 3155.363241 = -1642197.816934
  nChanged 591
		SP:Iteration 13Q (8040.750000 sec): 3 clusters
  Score: Raw -1645595.204415 + Penalty 3155.363241 = -1642439.841174
  nChanged 612
		SP:Iteration 14Q (8040.790000 sec): 3 clusters
  Score: Raw -1645877.852460 + Penalty 3155.363241 = -1642722.489219
  nChanged 633
		SP:Iteration 15Q (8040.830000 sec): 3 clusters
  Score: Raw -1646223.469726 + Penalty 3155.363241 = -1643068.106485
  nChanged 657
		SP:Iteration 16Q (8040.870000 sec): 3 clusters
  Score: Raw -1646597.949705 + Penalty 3155.363241 = -1643442.586464
  nChanged 657
		SP:Iteration 17Q (8040.910000 sec): 3 clusters
  Score: Raw -1647013.715987 + Penalty 3155.363241 = -1643858.352745
  nChanged 594
		SP:Iteration 18Q (8040.950000 sec): 3 clusters
  Score: Raw -1647406.782798 + Penalty 3155.363241 = -1644251.419557
  nChanged 506
		SP:Iteration 19Q (8040.990000 sec): 3 clusters
  Score: Raw -1647744.080538 + Penalty 3155.363241 = -1644588.717296
  nChanged 456
		SP:Iteration 20F (8041.030000 sec): 3 clusters
  Score: Raw -1648022.083283 + Penalty 3155.363241 = -1644866.720041
  nChanged 371
		SP:Iteration 21Q (8041.070000 sec): 3 clusters
  Score: Raw -1648249.577506 + Penalty 3155.363241 = -1645094.214265
  nChanged 363
		SP:Iteration 22Q (8041.110000 sec): 3 clusters
  Score: Raw -1648460.302502 + Penalty 3155.363241 = -1645304.939261
  nChanged 313
		SP:Iteration 23Q (8041.140000 sec): 3 clusters
  Score: Raw -1648629.144346 + Penalty 3155.363241 = -1645473.781105
  nChanged 286
		SP:Iteration 24Q (8041.170000 sec): 3 clusters
  Score: Raw -1648780.735589 + Penalty 3155.363241 = -1645625.372348
  nChanged 237
		SP:Iteration 25Q (8041.210000 sec): 3 clusters
  Score: Raw -1648892.240540 + Penalty 3155.363241 = -1645736.877298
  nChanged 200
		SP:Iteration 26Q (8041.240000 sec): 3 clusters
  Score: Raw -1648988.239800 + Penalty 3155.363241 = -1645832.876559
  nChanged 183
		SP:Iteration 27Q (8041.270000 sec): 3 clusters
  Score: Raw -1649081.687651 + Penalty 3155.363241 = -1645926.324410
  nChanged 169
		SP:Iteration 28Q (8041.310000 sec): 3 clusters
  Score: Raw -1649160.018476 + Penalty 3155.363241 = -1646004.655235
  nChanged 151
		SP:Iteration 29Q (8041.340000 sec): 3 clusters
  Score: Raw -1649237.862179 + Penalty 3155.363241 = -1646082.498937
  nChanged 144
		SP:Iteration 30Q (8041.370000 sec): 3 clusters
  Score: Raw -1649308.869141 + Penalty 3155.363241 = -1646153.505900
  nChanged 137
		SP:Iteration 31Q (8041.400000 sec): 3 clusters
  Score: Raw -1649378.883296 + Penalty 3155.363241 = -1646223.520055
  nChanged 106
		SP:Iteration 32Q (8041.430000 sec): 3 clusters
  Score: Raw -1649429.387578 + Penalty 3155.363241 = -1646274.024336
  nChanged 96
		SP:Iteration 33Q (8041.460000 sec): 3 clusters
  Score: Raw -1649477.089180 + Penalty 3155.363241 = -1646321.725938
  nChanged 84
		SP:Iteration 34Q (8041.490000 sec): 3 clusters
  Score: Raw -1649519.123131 + Penalty 3155.363241 = -1646363.759890
  nChanged 74
		SP:Iteration 35Q (8041.520000 sec): 3 clusters
  Score: Raw -1649561.644436 + Penalty 3155.363241 = -1646406.281194
  nChanged 63
		SP:Iteration 36Q (8041.550000 sec): 3 clusters
  Score: Raw -1649595.196926 + Penalty 3155.363241 = -1646439.833685
  nChanged 56
		SP:Iteration 37Q (8041.580000 sec): 3 clusters
  Score: Raw -1649623.157327 + Penalty 3155.363241 = -1646467.794085
  nChanged 45
		SP:Iteration 38Q (8041.610000 sec): 3 clusters
  Score: Raw -1649648.869655 + Penalty 3155.363241 = -1646493.506413
  nChanged 34
		SP:Iteration 39Q (8041.640000 sec): 3 clusters
  Score: Raw -1649665.506747 + Penalty 3155.363241 = -1646510.143505
  nChanged 21
		SP:Iteration 40F (8041.680000 sec): 3 clusters
  Score: Raw -1649673.796340 + Penalty 3155.363241 = -1646518.433099
  nChanged 16
		SP:Iteration 41Q (8041.710000 sec): 3 clusters
  Score: Raw -1649679.744129 + Penalty 3155.363241 = -1646524.380888
  nChanged 18
		SP:Iteration 42Q (8041.740000 sec): 3 clusters
  Score: Raw -1649687.015686 + Penalty 3155.363241 = -1646531.652444
  nChanged 19
		SP:Iteration 43Q (8041.770000 sec): 3 clusters
  Score: Raw -1649696.877516 + Penalty 3155.363241 = -1646541.514274
  nChanged 15
		SP:Iteration 44Q (8041.800000 sec): 3 clusters
  Score: Raw -1649704.382451 + Penalty 3155.363241 = -1646549.019210
  nChanged 12
		SP:Iteration 45Q (8041.830000 sec): 3 clusters
  Score: Raw -1649710.806099 + Penalty 3155.363241 = -1646555.442857
  nChanged 13
		SP:Iteration 46Q (8041.860000 sec): 3 clusters
  Score: Raw -1649718.457323 + Penalty 3155.363241 = -1646563.094082
  nChanged 13
		SP:Iteration 47Q (8041.890000 sec): 3 clusters
  Score: Raw -1649726.503414 + Penalty 3155.363241 = -1646571.140173
  nChanged 9
		SP:Iteration 48Q (8041.910000 sec): 3 clusters
  Score: Raw -1649731.286430 + Penalty 3155.363241 = -1646575.923188
  nChanged 8
		SP:Iteration 49Q (8041.940000 sec): 3 clusters
  Score: Raw -1649735.584056 + Penalty 3155.363241 = -1646580.220814
  nChanged 11
		SP:Iteration 50Q (8041.970000 sec): 3 clusters
  Score: Raw -1649739.425434 + Penalty 3155.363241 = -1646584.062192
  nChanged 4
		SP:Iteration 51Q (8042.000000 sec): 3 clusters
  Score: Raw -1649742.916264 + Penalty 3155.363241 = -1646587.553022
  nChanged 2
		SP:Iteration 52Q (8042.030000 sec): 3 clusters
  Score: Raw -1649743.721798 + Penalty 3155.363241 = -1646588.358556
  nChanged 3
		SP:Iteration 53Q (8042.060000 sec): 3 clusters
  Score: Raw -1649745.759158 + Penalty 3155.363241 = -1646590.395916
  nChanged 2
		SP:Iteration 54Q (8042.090000 sec): 3 clusters
  Score: Raw -1649746.302153 + Penalty 3155.363241 = -1646590.938911
  nChanged 0
		SP:Iteration 55F (8042.130000 sec): 3 clusters
  Score: Raw -1649746.302153 + Penalty 3155.363241 = -1646590.938911
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8042.140000 sec): 2 clusters
  Score: Raw -188842.638368 + Penalty 1228.597689 = -187614.040679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8042.150000 sec): 3 clusters
  Score: Raw -188018.251344 + Penalty 2457.195378 = -185561.055966
  nChanged 687
		SP:Iteration 1F (8042.150000 sec): 3 clusters
  Score: Raw -188579.104410 + Penalty 2457.195378 = -186121.909032
  nChanged 172
		SP:Iteration 2F (8042.150000 sec): 3 clusters
  Score: Raw -188778.069432 + Penalty 2457.195378 = -186320.874054
  nChanged 134
		SP:Iteration 3F (8042.160000 sec): 3 clusters
  Score: Raw -188933.981925 + Penalty 2457.195378 = -186476.786547
  nChanged 109
		SP:Iteration 4F (8042.170000 sec): 3 clusters
  Score: Raw -189056.150638 + Penalty 2457.195378 = -186598.955260
  nChanged 91
		SP:Iteration 5Q (8042.170000 sec): 3 clusters
  Score: Raw -189153.029279 + Penalty 2457.195378 = -186695.833901
  nChanged 72
		SP:Iteration 6Q (8042.170000 sec): 3 clusters
  Score: Raw -189213.788749 + Penalty 2457.195378 = -186756.593371
  nChanged 40
		SP:Iteration 7Q (8042.180000 sec): 3 clusters
  Score: Raw -189242.984252 + Penalty 2457.195378 = -186785.788874
  nChanged 40
		SP:Iteration 8Q (8042.180000 sec): 3 clusters
  Score: Raw -189274.227158 + Penalty 2457.195378 = -186817.031780
  nChanged 28
		SP:Iteration 9Q (8042.190000 sec): 3 clusters
  Score: Raw -189292.129459 + Penalty 2457.195378 = -186834.934081
  nChanged 20
		SP:Iteration 10Q (8042.190000 sec): 3 clusters
  Score: Raw -189306.903544 + Penalty 2457.195378 = -186849.708167
  nChanged 20
		SP:Iteration 11Q (8042.190000 sec): 3 clusters
  Score: Raw -189320.245045 + Penalty 2457.195378 = -186863.049668
  nChanged 19
		SP:Iteration 12Q (8042.200000 sec): 3 clusters
  Score: Raw -189335.440520 + Penalty 2457.195378 = -186878.245142
  nChanged 15
		SP:Iteration 13Q (8042.200000 sec): 3 clusters
  Score: Raw -189346.289928 + Penalty 2457.195378 = -186889.094550
  nChanged 9
		SP:Iteration 14Q (8042.210000 sec): 3 clusters
  Score: Raw -189352.595028 + Penalty 2457.195378 = -186895.399650
  nChanged 5
		SP:Iteration 15Q (8042.210000 sec): 3 clusters
  Score: Raw -189355.539363 + Penalty 2457.195378 = -186898.343985
  nChanged 6
		SP:Iteration 16Q (8042.220000 sec): 3 clusters
  Score: Raw -189358.685565 + Penalty 2457.195378 = -186901.490187
  nChanged 4
		SP:Iteration 17Q (8042.220000 sec): 3 clusters
  Score: Raw -189361.033298 + Penalty 2457.195378 = -186903.837921
  nChanged 4
		SP:Iteration 18Q (8042.230000 sec): 3 clusters
  Score: Raw -189362.981807 + Penalty 2457.195378 = -186905.786429
  nChanged 3
		SP:Iteration 19Q (8042.230000 sec): 3 clusters
  Score: Raw -189364.556962 + Penalty 2457.195378 = -186907.361584
  nChanged 1
		SP:Iteration 20F (8042.230000 sec): 3 clusters
  Score: Raw -189365.697993 + Penalty 2457.195378 = -186908.502615
  nChanged 1
		SP:Iteration 21Q (8042.240000 sec): 3 clusters
  Score: Raw -189366.165128 + Penalty 2457.195378 = -186908.969750
  nChanged 0
		SP:Iteration 22F (8042.240000 sec): 3 clusters
  Score: Raw -189366.165128 + Penalty 2457.195378 = -186908.969750
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8042.250000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8042.250000 sec): 3 clusters
  Score: Raw -65518.872425 + Penalty 2131.414286 = -63387.458139
  nChanged 190
		SP:Iteration 1F (8042.250000 sec): 3 clusters
  Score: Raw -65770.893004 + Penalty 2131.414286 = -63639.478718
  nChanged 60
		SP:Iteration 2F (8042.250000 sec): 3 clusters
  Score: Raw -65850.010695 + Penalty 2131.414286 = -63718.596409
  nChanged 30
		SP:Iteration 3Q (8042.250000 sec): 3 clusters
  Score: Raw -65904.004478 + Penalty 2131.414286 = -63772.590192
  nChanged 23
		SP:Iteration 4Q (8042.250000 sec): 3 clusters
  Score: Raw -65932.852475 + Penalty 2131.414286 = -63801.438189
  nChanged 19
		SP:Iteration 5Q (8042.260000 sec): 3 clusters
  Score: Raw -65970.291294 + Penalty 2131.414286 = -63838.877008
  nChanged 22
		SP:Iteration 6Q (8042.260000 sec): 3 clusters
  Score: Raw -66002.185851 + Penalty 2131.414286 = -63870.771566
  nChanged 23
		SP:Iteration 7Q (8042.260000 sec): 3 clusters
  Score: Raw -66040.301807 + Penalty 2131.414286 = -63908.887521
  nChanged 19
		SP:Iteration 8Q (8042.260000 sec): 3 clusters
  Score: Raw -66072.948903 + Penalty 2131.414286 = -63941.534617
  nChanged 17
		SP:Iteration 9Q (8042.260000 sec): 3 clusters
  Score: Raw -66102.112780 + Penalty 2131.414286 = -63970.698494
  nChanged 14
		SP:Iteration 10Q (8042.270000 sec): 3 clusters
  Score: Raw -66119.883712 + Penalty 2131.414286 = -63988.469426
  nChanged 12
		SP:Iteration 11Q (8042.270000 sec): 3 clusters
  Score: Raw -66136.453653 + Penalty 2131.414286 = -64005.039367
  nChanged 11
		SP:Iteration 12Q (8042.270000 sec): 3 clusters
  Score: Raw -66161.909039 + Penalty 2131.414286 = -64030.494753
  nChanged 11
		SP:Iteration 13Q (8042.270000 sec): 3 clusters
  Score: Raw -66189.421431 + Penalty 2131.414286 = -64058.007145
  nChanged 9
		SP:Iteration 14Q (8042.270000 sec): 3 clusters
  Score: Raw -66206.142414 + Penalty 2131.414286 = -64074.728128
  nChanged 5
		SP:Iteration 15Q (8042.270000 sec): 3 clusters
  Score: Raw -66214.247963 + Penalty 2131.414286 = -64082.833677
  nChanged 3
		SP:Iteration 16Q (8042.270000 sec): 3 clusters
  Score: Raw -66221.466325 + Penalty 2131.414286 = -64090.052039
  nChanged 7
		SP:Iteration 17Q (8042.270000 sec): 3 clusters
  Score: Raw -66241.535074 + Penalty 2131.414286 = -64110.120788
  nChanged 7
		SP:Iteration 18Q (8042.280000 sec): 3 clusters
  Score: Raw -66251.530687 + Penalty 2131.414286 = -64120.116401
  nChanged 3
		SP:Iteration 19Q (8042.280000 sec): 3 clusters
  Score: Raw -66258.220162 + Penalty 2131.414286 = -64126.805876
  nChanged 1
		SP:Iteration 20F (8042.280000 sec): 3 clusters
  Score: Raw -66259.514205 + Penalty 2131.414286 = -64128.099919
  nChanged 3
		SP:Iteration 21Q (8042.280000 sec): 3 clusters
  Score: Raw -66262.179309 + Penalty 2131.414286 = -64130.765023
  nChanged 3
		SP:Iteration 22Q (8042.280000 sec): 3 clusters
  Score: Raw -66267.027894 + Penalty 2131.414286 = -64135.613608
  nChanged 3
		SP:Iteration 23Q (8042.290000 sec): 3 clusters
  Score: Raw -66273.219593 + Penalty 2131.414286 = -64141.805307
  nChanged 5
		SP:Iteration 24Q (8042.290000 sec): 3 clusters
  Score: Raw -66281.976333 + Penalty 2131.414286 = -64150.562047
  nChanged 2
		SP:Iteration 25Q (8042.290000 sec): 3 clusters
  Score: Raw -66284.140980 + Penalty 2131.414286 = -64152.726694
  nChanged 1
		SP:Iteration 26Q (8042.290000 sec): 3 clusters
  Score: Raw -66285.768255 + Penalty 2131.414286 = -64154.353969
  nChanged 0
		SP:Iteration 27F (8042.290000 sec): 3 clusters
  Score: Raw -66285.768255 + Penalty 2131.414286 = -64154.353969
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8042.320000 sec): 2 clusters
  Score: Raw -493732.255500 + Penalty 1378.893117 = -492353.362383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8042.320000 sec): 3 clusters
  Score: Raw -491198.919822 + Penalty 2757.786234 = -488441.133588
  nChanged 1948
		SP:Iteration 1F (8042.340000 sec): 3 clusters
  Score: Raw -492279.669268 + Penalty 2757.786234 = -489521.883034
  nChanged 395
		SP:Iteration 2F (8042.350000 sec): 3 clusters
  Score: Raw -492542.148179 + Penalty 2757.786234 = -489784.361945
  nChanged 321
		SP:Iteration 3F (8042.360000 sec): 3 clusters
  Score: Raw -492738.205382 + Penalty 2757.786234 = -489980.419148
  nChanged 258
		SP:Iteration 4F (8042.370000 sec): 3 clusters
  Score: Raw -492912.005044 + Penalty 2757.786234 = -490154.218810
  nChanged 242
		SP:Iteration 5Q (8042.380000 sec): 3 clusters
  Score: Raw -493065.207906 + Penalty 2757.786234 = -490307.421672
  nChanged 199
		SP:Iteration 6Q (8042.390000 sec): 3 clusters
  Score: Raw -493174.345771 + Penalty 2757.786234 = -490416.559537
  nChanged 160
		SP:Iteration 7Q (8042.400000 sec): 3 clusters
  Score: Raw -493260.382522 + Penalty 2757.786234 = -490502.596288
  nChanged 134
		SP:Iteration 8Q (8042.420000 sec): 3 clusters
  Score: Raw -493329.173280 + Penalty 2757.786234 = -490571.387046
  nChanged 115
		SP:Iteration 9Q (8042.430000 sec): 3 clusters
  Score: Raw -493385.808681 + Penalty 2757.786234 = -490628.022447
  nChanged 98
		SP:Iteration 10Q (8042.440000 sec): 3 clusters
  Score: Raw -493425.214038 + Penalty 2757.786234 = -490667.427804
  nChanged 83
		SP:Iteration 11Q (8042.450000 sec): 3 clusters
  Score: Raw -493458.267310 + Penalty 2757.786234 = -490700.481076
  nChanged 67
		SP:Iteration 12Q (8042.460000 sec): 3 clusters
  Score: Raw -493482.957414 + Penalty 2757.786234 = -490725.171180
  nChanged 44
		SP:Iteration 13Q (8042.470000 sec): 3 clusters
  Score: Raw -493499.647550 + Penalty 2757.786234 = -490741.861316
  nChanged 45
		SP:Iteration 14Q (8042.480000 sec): 3 clusters
  Score: Raw -493513.769834 + Penalty 2757.786234 = -490755.983600
  nChanged 37
		SP:Iteration 15Q (8042.490000 sec): 3 clusters
  Score: Raw -493525.061612 + Penalty 2757.786234 = -490767.275378
  nChanged 26
		SP:Iteration 16Q (8042.500000 sec): 3 clusters
  Score: Raw -493532.981478 + Penalty 2757.786234 = -490775.195244
  nChanged 21
		SP:Iteration 17Q (8042.520000 sec): 3 clusters
  Score: Raw -493537.931087 + Penalty 2757.786234 = -490780.144853
  nChanged 20
		SP:Iteration 18Q (8042.520000 sec): 3 clusters
  Score: Raw -493542.722338 + Penalty 2757.786234 = -490784.936104
  nChanged 14
		SP:Iteration 19Q (8042.540000 sec): 3 clusters
  Score: Raw -493547.758077 + Penalty 2757.786234 = -490789.971843
  nChanged 24
		SP:Iteration 20F (8042.550000 sec): 3 clusters
  Score: Raw -493556.573135 + Penalty 2757.786234 = -490798.786901
  nChanged 22
		SP:Iteration 21Q (8042.560000 sec): 3 clusters
  Score: Raw -493563.471689 + Penalty 2757.786234 = -490805.685455
  nChanged 16
		SP:Iteration 22Q (8042.570000 sec): 3 clusters
  Score: Raw -493569.046786 + Penalty 2757.786234 = -490811.260552
  nChanged 17
		SP:Iteration 23Q (8042.580000 sec): 3 clusters
  Score: Raw -493575.123855 + Penalty 2757.786234 = -490817.337620
  nChanged 15
		SP:Iteration 24Q (8042.590000 sec): 3 clusters
  Score: Raw -493581.599805 + Penalty 2757.786234 = -490823.813571
  nChanged 21
		SP:Iteration 25Q (8042.600000 sec): 3 clusters
  Score: Raw -493589.340242 + Penalty 2757.786234 = -490831.554008
  nChanged 24
		SP:Iteration 26Q (8042.610000 sec): 3 clusters
  Score: Raw -493600.163911 + Penalty 2757.786234 = -490842.377677
  nChanged 27
		SP:Iteration 27Q (8042.620000 sec): 3 clusters
  Score: Raw -493617.786151 + Penalty 2757.786234 = -490859.999917
  nChanged 43
		SP:Iteration 28Q (8042.640000 sec): 3 clusters
  Score: Raw -493648.431250 + Penalty 2757.786234 = -490890.645016
  nChanged 45
		SP:Iteration 29Q (8042.640000 sec): 3 clusters
  Score: Raw -493681.827868 + Penalty 2757.786234 = -490924.041634
  nChanged 47
		SP:Iteration 30Q (8042.660000 sec): 3 clusters
  Score: Raw -493715.207150 + Penalty 2757.786234 = -490957.420916
  nChanged 58
		SP:Iteration 31Q (8042.670000 sec): 3 clusters
  Score: Raw -493764.652831 + Penalty 2757.786234 = -491006.866597
  nChanged 65
		SP:Iteration 32Q (8042.680000 sec): 3 clusters
  Score: Raw -493818.958845 + Penalty 2757.786234 = -491061.172611
  nChanged 67
		SP:Iteration 33Q (8042.690000 sec): 3 clusters
  Score: Raw -493873.271875 + Penalty 2757.786234 = -491115.485641
  nChanged 50
		SP:Iteration 34Q (8042.700000 sec): 3 clusters
  Score: Raw -493900.917267 + Penalty 2757.786234 = -491143.131033
  nChanged 37
		SP:Iteration 35Q (8042.710000 sec): 3 clusters
  Score: Raw -493918.632667 + Penalty 2757.786234 = -491160.846433
  nChanged 24
		SP:Iteration 36Q (8042.720000 sec): 3 clusters
  Score: Raw -493932.400018 + Penalty 2757.786234 = -491174.613783
  nChanged 26
		SP:Iteration 37Q (8042.730000 sec): 3 clusters
  Score: Raw -493951.770079 + Penalty 2757.786234 = -491193.983845
  nChanged 26
		SP:Iteration 38Q (8042.740000 sec): 3 clusters
  Score: Raw -493975.120109 + Penalty 2757.786234 = -491217.333875
  nChanged 26
		SP:Iteration 39Q (8042.750000 sec): 3 clusters
  Score: Raw -494002.203543 + Penalty 2757.786234 = -491244.417309
  nChanged 30
		SP:Iteration 40F (8042.760000 sec): 3 clusters
  Score: Raw -494027.668084 + Penalty 2757.786234 = -491269.881850
  nChanged 28
		SP:Iteration 41Q (8042.770000 sec): 3 clusters
  Score: Raw -494045.050794 + Penalty 2757.786234 = -491287.264560
  nChanged 20
		SP:Iteration 42Q (8042.780000 sec): 3 clusters
  Score: Raw -494056.543770 + Penalty 2757.786234 = -491298.757536
  nChanged 25
		SP:Iteration 43Q (8042.790000 sec): 3 clusters
  Score: Raw -494071.744076 + Penalty 2757.786234 = -491313.957842
  nChanged 22
		SP:Iteration 44Q (8042.800000 sec): 3 clusters
  Score: Raw -494083.976842 + Penalty 2757.786234 = -491326.190608
  nChanged 17
		SP:Iteration 45Q (8042.800000 sec): 3 clusters
  Score: Raw -494093.880991 + Penalty 2757.786234 = -491336.094757
  nChanged 13
		SP:Iteration 46Q (8042.820000 sec): 3 clusters
  Score: Raw -494098.640281 + Penalty 2757.786234 = -491340.854047
  nChanged 7
		SP:Iteration 47Q (8042.820000 sec): 3 clusters
  Score: Raw -494100.622030 + Penalty 2757.786234 = -491342.835796
  nChanged 4
		SP:Iteration 48Q (8042.830000 sec): 3 clusters
  Score: Raw -494102.062669 + Penalty 2757.786234 = -491344.276435
  nChanged 3
		SP:Iteration 49Q (8042.840000 sec): 3 clusters
  Score: Raw -494103.056075 + Penalty 2757.786234 = -491345.269841
  nChanged 3
		SP:Iteration 50Q (8042.850000 sec): 3 clusters
  Score: Raw -494103.801623 + Penalty 2757.786234 = -491346.015389
  nChanged 1
		SP:Iteration 51Q (8042.860000 sec): 3 clusters
  Score: Raw -494104.244713 + Penalty 2757.786234 = -491346.458479
  nChanged 0
		SP:Iteration 52F (8042.870000 sec): 3 clusters
  Score: Raw -494104.244713 + Penalty 2757.786234 = -491346.458479
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8042.880000 sec): 2 clusters
  Score: Raw -179683.072888 + Penalty 1213.168988 = -178469.903900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8042.880000 sec): 3 clusters
  Score: Raw -178958.598536 + Penalty 2426.337976 = -176532.260560
  nChanged 580
		SP:Iteration 1F (8042.890000 sec): 3 clusters
  Score: Raw -179341.951190 + Penalty 2426.337976 = -176915.613214
  nChanged 112
		SP:Iteration 2F (8042.890000 sec): 3 clusters
  Score: Raw -179431.874115 + Penalty 2426.337976 = -177005.536139
  nChanged 71
		SP:Iteration 3Q (8042.900000 sec): 3 clusters
  Score: Raw -179480.366827 + Penalty 2426.337976 = -177054.028851
  nChanged 56
		SP:Iteration 4Q (8042.900000 sec): 3 clusters
  Score: Raw -179523.900037 + Penalty 2426.337976 = -177097.562061
  nChanged 41
		SP:Iteration 5Q (8042.900000 sec): 3 clusters
  Score: Raw -179552.316585 + Penalty 2426.337976 = -177125.978609
  nChanged 35
		SP:Iteration 6Q (8042.910000 sec): 3 clusters
  Score: Raw -179570.841956 + Penalty 2426.337976 = -177144.503980
  nChanged 30
		SP:Iteration 7Q (8042.910000 sec): 3 clusters
  Score: Raw -179592.215069 + Penalty 2426.337976 = -177165.877093
  nChanged 27
		SP:Iteration 8Q (8042.920000 sec): 3 clusters
  Score: Raw -179608.691202 + Penalty 2426.337976 = -177182.353226
  nChanged 24
		SP:Iteration 9Q (8042.920000 sec): 3 clusters
  Score: Raw -179625.231385 + Penalty 2426.337976 = -177198.893409
  nChanged 21
		SP:Iteration 10Q (8042.920000 sec): 3 clusters
  Score: Raw -179642.990841 + Penalty 2426.337976 = -177216.652865
  nChanged 19
		SP:Iteration 11Q (8042.930000 sec): 3 clusters
  Score: Raw -179657.294160 + Penalty 2426.337976 = -177230.956184
  nChanged 21
		SP:Iteration 12Q (8042.930000 sec): 3 clusters
  Score: Raw -179669.621830 + Penalty 2426.337976 = -177243.283854
  nChanged 17
		SP:Iteration 13Q (8042.940000 sec): 3 clusters
  Score: Raw -179678.031018 + Penalty 2426.337976 = -177251.693042
  nChanged 14
		SP:Iteration 14Q (8042.940000 sec): 3 clusters
  Score: Raw -179684.104093 + Penalty 2426.337976 = -177257.766117
  nChanged 9
		SP:Iteration 15Q (8042.940000 sec): 3 clusters
  Score: Raw -179688.282304 + Penalty 2426.337976 = -177261.944329
  nChanged 6
		SP:Iteration 16Q (8042.950000 sec): 3 clusters
  Score: Raw -179692.208036 + Penalty 2426.337976 = -177265.870060
  nChanged 9
		SP:Iteration 17Q (8042.950000 sec): 3 clusters
  Score: Raw -179697.892071 + Penalty 2426.337976 = -177271.554095
  nChanged 6
		SP:Iteration 18Q (8042.960000 sec): 3 clusters
  Score: Raw -179700.636303 + Penalty 2426.337976 = -177274.298327
  nChanged 5
		SP:Iteration 19Q (8042.960000 sec): 3 clusters
  Score: Raw -179702.817967 + Penalty 2426.337976 = -177276.479991
  nChanged 4
		SP:Iteration 20F (8042.960000 sec): 3 clusters
  Score: Raw -179704.278041 + Penalty 2426.337976 = -177277.940065
  nChanged 2
		SP:Iteration 21Q (8042.970000 sec): 3 clusters
  Score: Raw -179705.691367 + Penalty 2426.337976 = -177279.353391
  nChanged 4
		SP:Iteration 22Q (8042.970000 sec): 3 clusters
  Score: Raw -179707.423026 + Penalty 2426.337976 = -177281.085050
  nChanged 2
		SP:Iteration 23Q (8042.980000 sec): 3 clusters
  Score: Raw -179708.950499 + Penalty 2426.337976 = -177282.612524
  nChanged 3
		SP:Iteration 24Q (8042.980000 sec): 3 clusters
  Score: Raw -179711.214914 + Penalty 2426.337976 = -177284.876938
  nChanged 3
		SP:Iteration 25Q (8042.980000 sec): 3 clusters
  Score: Raw -179712.841465 + Penalty 2426.337976 = -177286.503489
  nChanged 4
		SP:Iteration 26Q (8042.990000 sec): 3 clusters
  Score: Raw -179714.424609 + Penalty 2426.337976 = -177288.086633
  nChanged 5
		SP:Iteration 27Q (8042.990000 sec): 3 clusters
  Score: Raw -179716.958483 + Penalty 2426.337976 = -177290.620507
  nChanged 7
		SP:Iteration 28Q (8043.000000 sec): 3 clusters
  Score: Raw -179720.088055 + Penalty 2426.337976 = -177293.750080
  nChanged 3
		SP:Iteration 29Q (8043.000000 sec): 3 clusters
  Score: Raw -179721.643776 + Penalty 2426.337976 = -177295.305801
  nChanged 5
		SP:Iteration 30Q (8043.000000 sec): 3 clusters
  Score: Raw -179723.907143 + Penalty 2426.337976 = -177297.569168
  nChanged 2
		SP:Iteration 31Q (8043.010000 sec): 3 clusters
  Score: Raw -179725.010029 + Penalty 2426.337976 = -177298.672053
  nChanged 1
		SP:Iteration 32Q (8043.010000 sec): 3 clusters
  Score: Raw -179725.750375 + Penalty 2426.337976 = -177299.412399
  nChanged 1
		SP:Iteration 33Q (8043.020000 sec): 3 clusters
  Score: Raw -179726.089126 + Penalty 2426.337976 = -177299.751151
  nChanged 3
		SP:Iteration 34Q (8043.020000 sec): 3 clusters
  Score: Raw -179727.263725 + Penalty 2426.337976 = -177300.925749
  nChanged 6
		SP:Iteration 35Q (8043.020000 sec): 3 clusters
  Score: Raw -179730.257149 + Penalty 2426.337976 = -177303.919173
  nChanged 10
		SP:Iteration 36Q (8043.030000 sec): 3 clusters
  Score: Raw -179738.125896 + Penalty 2426.337976 = -177311.787921
  nChanged 10
		SP:Iteration 37Q (8043.030000 sec): 3 clusters
  Score: Raw -179742.345919 + Penalty 2426.337976 = -177316.007944
  nChanged 10
		SP:Iteration 38Q (8043.040000 sec): 3 clusters
  Score: Raw -179746.366472 + Penalty 2426.337976 = -177320.028496
  nChanged 7
		SP:Iteration 39Q (8043.040000 sec): 3 clusters
  Score: Raw -179749.490275 + Penalty 2426.337976 = -177323.152299
  nChanged 5
		SP:Iteration 40F (8043.040000 sec): 3 clusters
  Score: Raw -179751.700559 + Penalty 2426.337976 = -177325.362584
  nChanged 7
		SP:Iteration 41Q (8043.050000 sec): 3 clusters
  Score: Raw -179754.883757 + Penalty 2426.337976 = -177328.545781
  nChanged 6
		SP:Iteration 42Q (8043.050000 sec): 3 clusters
  Score: Raw -179758.098174 + Penalty 2426.337976 = -177331.760198
  nChanged 5
		SP:Iteration 43Q (8043.060000 sec): 3 clusters
  Score: Raw -179760.620109 + Penalty 2426.337976 = -177334.282133
  nChanged 5
		SP:Iteration 44Q (8043.060000 sec): 3 clusters
  Score: Raw -179763.998090 + Penalty 2426.337976 = -177337.660114
  nChanged 6
		SP:Iteration 45Q (8043.060000 sec): 3 clusters
  Score: Raw -179766.981560 + Penalty 2426.337976 = -177340.643584
  nChanged 2
		SP:Iteration 46Q (8043.070000 sec): 3 clusters
  Score: Raw -179768.023102 + Penalty 2426.337976 = -177341.685127
  nChanged 2
		SP:Iteration 47Q (8043.070000 sec): 3 clusters
  Score: Raw -179768.967125 + Penalty 2426.337976 = -177342.629149
  nChanged 3
		SP:Iteration 48Q (8043.080000 sec): 3 clusters
  Score: Raw -179770.155859 + Penalty 2426.337976 = -177343.817883
  nChanged 2
		SP:Iteration 49Q (8043.080000 sec): 3 clusters
  Score: Raw -179771.649026 + Penalty 2426.337976 = -177345.311050
  nChanged 2
		SP:Iteration 50Q (8043.080000 sec): 3 clusters
  Score: Raw -179772.471509 + Penalty 2426.337976 = -177346.133533
  nChanged 3
		SP:Iteration 51Q (8043.080000 sec): 3 clusters
  Score: Raw -179773.969385 + Penalty 2426.337976 = -177347.631410
  nChanged 2
		SP:Iteration 52Q (8043.090000 sec): 3 clusters
  Score: Raw -179774.691631 + Penalty 2426.337976 = -177348.353655
  nChanged 2
		SP:Iteration 53Q (8043.090000 sec): 3 clusters
  Score: Raw -179775.275515 + Penalty 2426.337976 = -177348.937540
  nChanged 1
		SP:Iteration 54Q (8043.100000 sec): 3 clusters
  Score: Raw -179775.655768 + Penalty 2426.337976 = -177349.317792
  nChanged 1
		SP:Iteration 55Q (8043.100000 sec): 3 clusters
  Score: Raw -179775.810730 + Penalty 2426.337976 = -177349.472754
  nChanged 1
		SP:Iteration 56Q (8043.100000 sec): 3 clusters
  Score: Raw -179775.992331 + Penalty 2426.337976 = -177349.654355
  nChanged 0
		SP:Iteration 57F (8043.110000 sec): 3 clusters
  Score: Raw -179775.992331 + Penalty 2426.337976 = -177349.654355
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8043.120000 sec): 2 clusters
  Score: Raw -291098.112978 + Penalty 1310.605596 = -289787.507382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8043.130000 sec): 3 clusters
  Score: Raw -289596.494116 + Penalty 2621.211193 = -286975.282923
  nChanged 1247
		SP:Iteration 1F (8043.140000 sec): 3 clusters
  Score: Raw -290568.172892 + Penalty 2621.211193 = -287946.961699
  nChanged 328
		SP:Iteration 2F (8043.140000 sec): 3 clusters
  Score: Raw -290882.652986 + Penalty 2621.211193 = -288261.441793
  nChanged 213
		SP:Iteration 3F (8043.150000 sec): 3 clusters
  Score: Raw -291076.908703 + Penalty 2621.211193 = -288455.697510
  nChanged 170
		SP:Iteration 4F (8043.160000 sec): 3 clusters
  Score: Raw -291260.263218 + Penalty 2621.211193 = -288639.052025
  nChanged 144
		SP:Iteration 5Q (8043.160000 sec): 3 clusters
  Score: Raw -291368.493784 + Penalty 2621.211193 = -288747.282591
  nChanged 97
		SP:Iteration 6Q (8043.170000 sec): 3 clusters
  Score: Raw -291433.143126 + Penalty 2621.211193 = -288811.931933
  nChanged 79
		SP:Iteration 7Q (8043.180000 sec): 3 clusters
  Score: Raw -291470.998561 + Penalty 2621.211193 = -288849.787368
  nChanged 45
		SP:Iteration 8Q (8043.190000 sec): 3 clusters
  Score: Raw -291495.271842 + Penalty 2621.211193 = -288874.060649
  nChanged 47
		SP:Iteration 9Q (8043.190000 sec): 3 clusters
  Score: Raw -291516.947249 + Penalty 2621.211193 = -288895.736056
  nChanged 36
		SP:Iteration 10Q (8043.200000 sec): 3 clusters
  Score: Raw -291533.887297 + Penalty 2621.211193 = -288912.676104
  nChanged 31
		SP:Iteration 11Q (8043.210000 sec): 3 clusters
  Score: Raw -291545.307931 + Penalty 2621.211193 = -288924.096738
  nChanged 19
		SP:Iteration 12Q (8043.220000 sec): 3 clusters
  Score: Raw -291553.175006 + Penalty 2621.211193 = -288931.963813
  nChanged 22
		SP:Iteration 13Q (8043.220000 sec): 3 clusters
  Score: Raw -291562.350908 + Penalty 2621.211193 = -288941.139715
  nChanged 19
		SP:Iteration 14Q (8043.230000 sec): 3 clusters
  Score: Raw -291567.559373 + Penalty 2621.211193 = -288946.348180
  nChanged 10
		SP:Iteration 15Q (8043.240000 sec): 3 clusters
  Score: Raw -291571.584597 + Penalty 2621.211193 = -288950.373404
  nChanged 16
		SP:Iteration 16Q (8043.240000 sec): 3 clusters
  Score: Raw -291575.761566 + Penalty 2621.211193 = -288954.550373
  nChanged 9
		SP:Iteration 17Q (8043.250000 sec): 3 clusters
  Score: Raw -291577.909314 + Penalty 2621.211193 = -288956.698121
  nChanged 9
		SP:Iteration 18Q (8043.260000 sec): 3 clusters
  Score: Raw -291580.300634 + Penalty 2621.211193 = -288959.089441
  nChanged 9
		SP:Iteration 19Q (8043.260000 sec): 3 clusters
  Score: Raw -291583.777636 + Penalty 2621.211193 = -288962.566443
  nChanged 11
		SP:Iteration 20F (8043.270000 sec): 3 clusters
  Score: Raw -291587.013504 + Penalty 2621.211193 = -288965.802311
  nChanged 9
		SP:Iteration 21Q (8043.280000 sec): 3 clusters
  Score: Raw -291589.959868 + Penalty 2621.211193 = -288968.748675
  nChanged 5
		SP:Iteration 22Q (8043.290000 sec): 3 clusters
  Score: Raw -291591.012748 + Penalty 2621.211193 = -288969.801555
  nChanged 7
		SP:Iteration 23Q (8043.290000 sec): 3 clusters
  Score: Raw -291593.039671 + Penalty 2621.211193 = -288971.828478
  nChanged 7
		SP:Iteration 24Q (8043.300000 sec): 3 clusters
  Score: Raw -291594.890248 + Penalty 2621.211193 = -288973.679055
  nChanged 6
		SP:Iteration 25Q (8043.310000 sec): 3 clusters
  Score: Raw -291595.839059 + Penalty 2621.211193 = -288974.627866
  nChanged 2
		SP:Iteration 26Q (8043.320000 sec): 3 clusters
  Score: Raw -291596.122043 + Penalty 2621.211193 = -288974.910850
  nChanged 2
		SP:Iteration 27Q (8043.320000 sec): 3 clusters
  Score: Raw -291596.649183 + Penalty 2621.211193 = -288975.437990
  nChanged 0
		SP:Iteration 28F (8043.330000 sec): 3 clusters
  Score: Raw -291596.649183 + Penalty 2621.211193 = -288975.437990
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8043.540000 sec): 2 clusters
  Score: Raw -7006464.872520 + Penalty 1809.337501 = -7004655.535019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8043.720000 sec): 3 clusters
  Score: Raw -6962549.556206 + Penalty 3618.675003 = -6958930.881203
  nChanged 32445
		SP:Iteration 1F (8043.890000 sec): 3 clusters
  Score: Raw -6981195.577824 + Penalty 3618.675003 = -6977576.902821
  nChanged 2384
		SP:Iteration 2Q (8044.070000 sec): 3 clusters
  Score: Raw -6981800.595665 + Penalty 3618.675003 = -6978181.920662
  nChanged 2506
		SP:Iteration 3Q (8044.260000 sec): 3 clusters
  Score: Raw -6982511.801048 + Penalty 3618.675003 = -6978893.126045
  nChanged 2641
		SP:Iteration 4Q (8044.440000 sec): 3 clusters
  Score: Raw -6983358.993643 + Penalty 3618.675003 = -6979740.318641
  nChanged 2877
		SP:Iteration 5Q (8044.620000 sec): 3 clusters
  Score: Raw -6984423.188014 + Penalty 3618.675003 = -6980804.513011
  nChanged 3241
		SP:Iteration 6Q (8044.810000 sec): 3 clusters
  Score: Raw -6985707.713334 + Penalty 3618.675003 = -6982089.038331
  nChanged 3366
		SP:Iteration 7Q (8044.990000 sec): 3 clusters
  Score: Raw -6987106.560983 + Penalty 3618.675003 = -6983487.885981
  nChanged 3416
		SP:Iteration 8Q (8045.170000 sec): 3 clusters
  Score: Raw -6988524.736055 + Penalty 3618.675003 = -6984906.061052
  nChanged 3270
		SP:Iteration 9Q (8045.350000 sec): 3 clusters
  Score: Raw -6989866.063184 + Penalty 3618.675003 = -6986247.388181
  nChanged 2956
		SP:Iteration 10Q (8045.530000 sec): 3 clusters
  Score: Raw -6991167.832233 + Penalty 3618.675003 = -6987549.157230
  nChanged 2785
		SP:Iteration 11Q (8045.710000 sec): 3 clusters
  Score: Raw -6992534.465515 + Penalty 3618.675003 = -6988915.790512
  nChanged 2673
		SP:Iteration 12Q (8045.880000 sec): 3 clusters
  Score: Raw -6994059.462977 + Penalty 3618.675003 = -6990440.787974
  nChanged 2683
		SP:Iteration 13Q (8046.060000 sec): 3 clusters
  Score: Raw -6995862.379400 + Penalty 3618.675003 = -6992243.704397
  nChanged 2549
		SP:Iteration 14Q (8046.240000 sec): 3 clusters
  Score: Raw -6997691.265082 + Penalty 3618.675003 = -6994072.590080
  nChanged 2284
		SP:Iteration 15Q (8046.420000 sec): 3 clusters
  Score: Raw -6999323.224972 + Penalty 3618.675003 = -6995704.549970
  nChanged 1919
		SP:Iteration 16Q (8046.580000 sec): 3 clusters
  Score: Raw -7000621.267757 + Penalty 3618.675003 = -6997002.592754
  nChanged 1668
		SP:Iteration 17Q (8046.730000 sec): 3 clusters
  Score: Raw -7001724.732020 + Penalty 3618.675003 = -6998106.057017
  nChanged 1404
		SP:Iteration 18Q (8046.880000 sec): 3 clusters
  Score: Raw -7002611.417159 + Penalty 3618.675003 = -6998992.742156
  nChanged 1171
		SP:Iteration 19Q (8047.030000 sec): 3 clusters
  Score: Raw -7003340.159724 + Penalty 3618.675003 = -6999721.484722
  nChanged 1060
		SP:Iteration 20F (8047.200000 sec): 3 clusters
  Score: Raw -7004026.459045 + Penalty 3618.675003 = -7000407.784043
  nChanged 904
		SP:Iteration 21Q (8047.340000 sec): 3 clusters
  Score: Raw -7004623.076559 + Penalty 3618.675003 = -7001004.401556
  nChanged 746
		SP:Iteration 22Q (8047.470000 sec): 3 clusters
  Score: Raw -7005121.951959 + Penalty 3618.675003 = -7001503.276956
  nChanged 578
		SP:Iteration 23Q (8047.600000 sec): 3 clusters
  Score: Raw -7005498.127493 + Penalty 3618.675003 = -7001879.452490
  nChanged 457
		SP:Iteration 24Q (8047.730000 sec): 3 clusters
  Score: Raw -7005807.219757 + Penalty 3618.675003 = -7002188.544754
  nChanged 322
		SP:Iteration 25Q (8047.860000 sec): 3 clusters
  Score: Raw -7006030.097770 + Penalty 3618.675003 = -7002411.422767
  nChanged 236
		SP:Iteration 26Q (8047.980000 sec): 3 clusters
  Score: Raw -7006179.779736 + Penalty 3618.675003 = -7002561.104734
  nChanged 172
		SP:Iteration 27Q (8048.110000 sec): 3 clusters
  Score: Raw -7006282.303072 + Penalty 3618.675003 = -7002663.628069
  nChanged 141
		SP:Iteration 28Q (8048.230000 sec): 3 clusters
  Score: Raw -7006373.462951 + Penalty 3618.675003 = -7002754.787949
  nChanged 106
		SP:Iteration 29Q (8048.360000 sec): 3 clusters
  Score: Raw -7006443.648516 + Penalty 3618.675003 = -7002824.973513
  nChanged 77
		SP:Iteration 30Q (8048.480000 sec): 3 clusters
  Score: Raw -7006503.238783 + Penalty 3618.675003 = -7002884.563780
  nChanged 62
		SP:Iteration 31Q (8048.600000 sec): 3 clusters
  Score: Raw -7006549.970076 + Penalty 3618.675003 = -7002931.295073
  nChanged 41
		SP:Iteration 32Q (8048.720000 sec): 3 clusters
  Score: Raw -7006581.703704 + Penalty 3618.675003 = -7002963.028701
  nChanged 35
		SP:Iteration 33Q (8048.840000 sec): 3 clusters
  Score: Raw -7006608.335761 + Penalty 3618.675003 = -7002989.660758
  nChanged 26
		SP:Iteration 34Q (8048.960000 sec): 3 clusters
  Score: Raw -7006628.586769 + Penalty 3618.675003 = -7003009.911766
  nChanged 20
		SP:Iteration 35Q (8049.070000 sec): 3 clusters
  Score: Raw -7006643.421102 + Penalty 3618.675003 = -7003024.746100
  nChanged 18
		SP:Iteration 36Q (8049.190000 sec): 3 clusters
  Score: Raw -7006655.378214 + Penalty 3618.675003 = -7003036.703212
  nChanged 12
		SP:Iteration 37Q (8049.310000 sec): 3 clusters
  Score: Raw -7006663.736793 + Penalty 3618.675003 = -7003045.061790
  nChanged 5
		SP:Iteration 38Q (8049.430000 sec): 3 clusters
  Score: Raw -7006667.404897 + Penalty 3618.675003 = -7003048.729894
  nChanged 3
		SP:Iteration 39Q (8049.550000 sec): 3 clusters
  Score: Raw -7006669.875003 + Penalty 3618.675003 = -7003051.200000
  nChanged 2
		SP:Iteration 40F (8049.720000 sec): 3 clusters
  Score: Raw -7006671.107851 + Penalty 3618.675003 = -7003052.432848
  nChanged 2
		SP:Iteration 41Q (8049.830000 sec): 3 clusters
  Score: Raw -7006672.844709 + Penalty 3618.675003 = -7003054.169706
  nChanged 2
		SP:Iteration 42Q (8049.950000 sec): 3 clusters
  Score: Raw -7006674.615793 + Penalty 3618.675003 = -7003055.940791
  nChanged 2
		SP:Iteration 43Q (8050.070000 sec): 3 clusters
  Score: Raw -7006675.842947 + Penalty 3618.675003 = -7003057.167944
  nChanged 4
		SP:Iteration 44Q (8050.190000 sec): 3 clusters
  Score: Raw -7006677.897542 + Penalty 3618.675003 = -7003059.222539
  nChanged 0
		SP:Iteration 45F (8050.360000 sec): 3 clusters
  Score: Raw -7006677.897542 + Penalty 3618.675003 = -7003059.222539
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8050.400000 sec): 2 clusters
  Score: Raw -132342.621628 + Penalty 1205.454384 = -131137.167244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8050.410000 sec): 3 clusters
  Score: Raw -131705.078327 + Penalty 2410.908767 = -129294.169559
  nChanged 588
		SP:Iteration 1F (8050.410000 sec): 3 clusters
  Score: Raw -132223.029330 + Penalty 2410.908767 = -129812.120562
  nChanged 151
		SP:Iteration 2F (8050.420000 sec): 3 clusters
  Score: Raw -132400.083822 + Penalty 2410.908767 = -129989.175055
  nChanged 111
		SP:Iteration 3F (8050.420000 sec): 3 clusters
  Score: Raw -132550.685014 + Penalty 2410.908767 = -130139.776247
  nChanged 83
		SP:Iteration 4Q (8050.420000 sec): 3 clusters
  Score: Raw -132687.259687 + Penalty 2410.908767 = -130276.350919
  nChanged 72
		SP:Iteration 5Q (8050.430000 sec): 3 clusters
  Score: Raw -132784.668844 + Penalty 2410.908767 = -130373.760076
  nChanged 64
		SP:Iteration 6Q (8050.430000 sec): 3 clusters
  Score: Raw -132848.418715 + Penalty 2410.908767 = -130437.509948
  nChanged 42
		SP:Iteration 7Q (8050.440000 sec): 3 clusters
  Score: Raw -132881.195191 + Penalty 2410.908767 = -130470.286423
  nChanged 34
		SP:Iteration 8Q (8050.440000 sec): 3 clusters
  Score: Raw -132909.702826 + Penalty 2410.908767 = -130498.794059
  nChanged 24
		SP:Iteration 9Q (8050.440000 sec): 3 clusters
  Score: Raw -132931.125198 + Penalty 2410.908767 = -130520.216431
  nChanged 21
		SP:Iteration 10Q (8050.450000 sec): 3 clusters
  Score: Raw -132943.443158 + Penalty 2410.908767 = -130532.534391
  nChanged 12
		SP:Iteration 11Q (8050.450000 sec): 3 clusters
  Score: Raw -132953.553883 + Penalty 2410.908767 = -130542.645115
  nChanged 12
		SP:Iteration 12Q (8050.450000 sec): 3 clusters
  Score: Raw -132964.698640 + Penalty 2410.908767 = -130553.789873
  nChanged 13
		SP:Iteration 13Q (8050.460000 sec): 3 clusters
  Score: Raw -132974.345031 + Penalty 2410.908767 = -130563.436263
  nChanged 6
		SP:Iteration 14Q (8050.460000 sec): 3 clusters
  Score: Raw -132977.426432 + Penalty 2410.908767 = -130566.517665
  nChanged 5
		SP:Iteration 15Q (8050.460000 sec): 3 clusters
  Score: Raw -132983.358964 + Penalty 2410.908767 = -130572.450197
  nChanged 2
		SP:Iteration 16Q (8050.470000 sec): 3 clusters
  Score: Raw -132984.645276 + Penalty 2410.908767 = -130573.736509
  nChanged 1
		SP:Iteration 17Q (8050.470000 sec): 3 clusters
  Score: Raw -132985.058397 + Penalty 2410.908767 = -130574.149629
  nChanged 1
		SP:Iteration 18Q (8050.470000 sec): 3 clusters
  Score: Raw -132985.511053 + Penalty 2410.908767 = -130574.602285
  nChanged 0
		SP:Iteration 19F (8050.480000 sec): 3 clusters
  Score: Raw -132985.511053 + Penalty 2410.908767 = -130574.602285
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8050.490000 sec): 2 clusters
  Score: Raw -245207.983135 + Penalty 1282.766085 = -243925.217050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8050.500000 sec): 3 clusters
  Score: Raw -244024.578591 + Penalty 2565.532170 = -241459.046421
  nChanged 1004
		SP:Iteration 1F (8050.500000 sec): 3 clusters
  Score: Raw -244653.049783 + Penalty 2565.532170 = -242087.517613
  nChanged 212
		SP:Iteration 2F (8050.510000 sec): 3 clusters
  Score: Raw -244804.072397 + Penalty 2565.532170 = -242238.540227
  nChanged 139
		SP:Iteration 3F (8050.510000 sec): 3 clusters
  Score: Raw -244899.321849 + Penalty 2565.532170 = -242333.789679
  nChanged 125
		SP:Iteration 4Q (8050.520000 sec): 3 clusters
  Score: Raw -244984.874115 + Penalty 2565.532170 = -242419.341945
  nChanged 91
		SP:Iteration 5Q (8050.520000 sec): 3 clusters
  Score: Raw -245047.843276 + Penalty 2565.532170 = -242482.311106
  nChanged 73
		SP:Iteration 6Q (8050.530000 sec): 3 clusters
  Score: Raw -245098.336010 + Penalty 2565.532170 = -242532.803840
  nChanged 76
		SP:Iteration 7Q (8050.540000 sec): 3 clusters
  Score: Raw -245157.982545 + Penalty 2565.532170 = -242592.450375
  nChanged 95
		SP:Iteration 8Q (8050.540000 sec): 3 clusters
  Score: Raw -245222.800874 + Penalty 2565.532170 = -242657.268704
  nChanged 74
		SP:Iteration 9Q (8050.550000 sec): 3 clusters
  Score: Raw -245278.449081 + Penalty 2565.532170 = -242712.916911
  nChanged 77
		SP:Iteration 10Q (8050.560000 sec): 3 clusters
  Score: Raw -245338.223841 + Penalty 2565.532170 = -242772.691671
  nChanged 76
		SP:Iteration 11Q (8050.560000 sec): 3 clusters
  Score: Raw -245397.498264 + Penalty 2565.532170 = -242831.966094
  nChanged 66
		SP:Iteration 12Q (8050.570000 sec): 3 clusters
  Score: Raw -245439.662088 + Penalty 2565.532170 = -242874.129918
  nChanged 53
		SP:Iteration 13Q (8050.570000 sec): 3 clusters
  Score: Raw -245476.919138 + Penalty 2565.532170 = -242911.386968
  nChanged 50
		SP:Iteration 14Q (8050.580000 sec): 3 clusters
  Score: Raw -245515.762003 + Penalty 2565.532170 = -242950.229833
  nChanged 43
		SP:Iteration 15Q (8050.580000 sec): 3 clusters
  Score: Raw -245556.180298 + Penalty 2565.532170 = -242990.648128
  nChanged 44
		SP:Iteration 16Q (8050.590000 sec): 3 clusters
  Score: Raw -245600.089197 + Penalty 2565.532170 = -243034.557027
  nChanged 60
		SP:Iteration 17Q (8050.600000 sec): 3 clusters
  Score: Raw -245673.714311 + Penalty 2565.532170 = -243108.182141
  nChanged 64
		SP:Iteration 18Q (8050.600000 sec): 3 clusters
  Score: Raw -245772.820337 + Penalty 2565.532170 = -243207.288167
  nChanged 66
		SP:Iteration 19Q (8050.610000 sec): 3 clusters
  Score: Raw -245896.130884 + Penalty 2565.532170 = -243330.598714
  nChanged 52
		SP:Iteration 20F (8050.620000 sec): 3 clusters
  Score: Raw -245993.398664 + Penalty 2565.532170 = -243427.866494
  nChanged 39
		SP:Iteration 21Q (8050.620000 sec): 3 clusters
  Score: Raw -246046.424251 + Penalty 2565.532170 = -243480.892081
  nChanged 26
		SP:Iteration 22Q (8050.620000 sec): 3 clusters
  Score: Raw -246066.825531 + Penalty 2565.532170 = -243501.293361
  nChanged 20
		SP:Iteration 23Q (8050.630000 sec): 3 clusters
  Score: Raw -246081.909901 + Penalty 2565.532170 = -243516.377731
  nChanged 19
		SP:Iteration 24Q (8050.640000 sec): 3 clusters
  Score: Raw -246092.580156 + Penalty 2565.532170 = -243527.047986
  nChanged 20
		SP:Iteration 25Q (8050.640000 sec): 3 clusters
  Score: Raw -246105.483767 + Penalty 2565.532170 = -243539.951598
  nChanged 18
		SP:Iteration 26Q (8050.640000 sec): 3 clusters
  Score: Raw -246121.381297 + Penalty 2565.532170 = -243555.849127
  nChanged 28
		SP:Iteration 27Q (8050.650000 sec): 3 clusters
  Score: Raw -246145.426252 + Penalty 2565.532170 = -243579.894082
  nChanged 17
		SP:Iteration 28Q (8050.660000 sec): 3 clusters
  Score: Raw -246155.337302 + Penalty 2565.532170 = -243589.805132
  nChanged 14
		SP:Iteration 29Q (8050.660000 sec): 3 clusters
  Score: Raw -246163.895321 + Penalty 2565.532170 = -243598.363151
  nChanged 7
		SP:Iteration 30Q (8050.670000 sec): 3 clusters
  Score: Raw -246168.510573 + Penalty 2565.532170 = -243602.978403
  nChanged 5
		SP:Iteration 31Q (8050.670000 sec): 3 clusters
  Score: Raw -246171.279188 + Penalty 2565.532170 = -243605.747018
  nChanged 8
		SP:Iteration 32Q (8050.680000 sec): 3 clusters
  Score: Raw -246176.062023 + Penalty 2565.532170 = -243610.529853
  nChanged 5
		SP:Iteration 33Q (8050.680000 sec): 3 clusters
  Score: Raw -246178.427815 + Penalty 2565.532170 = -243612.895646
  nChanged 2
		SP:Iteration 34Q (8050.690000 sec): 3 clusters
  Score: Raw -246179.167185 + Penalty 2565.532170 = -243613.635015
  nChanged 2
		SP:Iteration 35Q (8050.690000 sec): 3 clusters
  Score: Raw -246179.568918 + Penalty 2565.532170 = -243614.036748
  nChanged 0
		SP:Iteration 36F (8050.700000 sec): 3 clusters
  Score: Raw -246179.568918 + Penalty 2565.532170 = -243614.036748
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8050.720000 sec): 2 clusters
  Score: Raw -535883.557431 + Penalty 1400.533251 = -534483.024180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8050.730000 sec): 3 clusters
  Score: Raw -532955.488160 + Penalty 2801.066502 = -530154.421657
  nChanged 2224
		SP:Iteration 1F (8050.740000 sec): 3 clusters
  Score: Raw -534174.484431 + Penalty 2801.066502 = -531373.417929
  nChanged 394
		SP:Iteration 2F (8050.760000 sec): 3 clusters
  Score: Raw -534405.106197 + Penalty 2801.066502 = -531604.039694
  nChanged 327
		SP:Iteration 3F (8050.770000 sec): 3 clusters
  Score: Raw -534615.872152 + Penalty 2801.066502 = -531814.805650
  nChanged 306
		SP:Iteration 4F (8050.780000 sec): 3 clusters
  Score: Raw -534805.454032 + Penalty 2801.066502 = -532004.387530
  nChanged 291
		SP:Iteration 5F (8050.800000 sec): 3 clusters
  Score: Raw -534998.131318 + Penalty 2801.066502 = -532197.064816
  nChanged 283
		SP:Iteration 6F (8050.810000 sec): 3 clusters
  Score: Raw -535211.591256 + Penalty 2801.066502 = -532410.524754
  nChanged 280
		SP:Iteration 7F (8050.820000 sec): 3 clusters
  Score: Raw -535431.414774 + Penalty 2801.066502 = -532630.348272
  nChanged 284
		SP:Iteration 8F (8050.840000 sec): 3 clusters
  Score: Raw -535666.366715 + Penalty 2801.066502 = -532865.300213
  nChanged 253
		SP:Iteration 9Q (8050.850000 sec): 3 clusters
  Score: Raw -535874.602122 + Penalty 2801.066502 = -533073.535620
  nChanged 214
		SP:Iteration 10Q (8050.860000 sec): 3 clusters
  Score: Raw -536056.706420 + Penalty 2801.066502 = -533255.639918
  nChanged 170
		SP:Iteration 11Q (8050.870000 sec): 3 clusters
  Score: Raw -536189.352984 + Penalty 2801.066502 = -533388.286482
  nChanged 128
		SP:Iteration 12Q (8050.880000 sec): 3 clusters
  Score: Raw -536271.403989 + Penalty 2801.066502 = -533470.337487
  nChanged 92
		SP:Iteration 13Q (8050.900000 sec): 3 clusters
  Score: Raw -536320.159881 + Penalty 2801.066502 = -533519.093379
  nChanged 67
		SP:Iteration 14Q (8050.910000 sec): 3 clusters
  Score: Raw -536350.337163 + Penalty 2801.066502 = -533549.270661
  nChanged 50
		SP:Iteration 15Q (8050.920000 sec): 3 clusters
  Score: Raw -536368.248362 + Penalty 2801.066502 = -533567.181860
  nChanged 36
		SP:Iteration 16Q (8050.930000 sec): 3 clusters
  Score: Raw -536378.147358 + Penalty 2801.066502 = -533577.080856
  nChanged 20
		SP:Iteration 17Q (8050.940000 sec): 3 clusters
  Score: Raw -536383.776508 + Penalty 2801.066502 = -533582.710006
  nChanged 17
		SP:Iteration 18Q (8050.960000 sec): 3 clusters
  Score: Raw -536388.975213 + Penalty 2801.066502 = -533587.908711
  nChanged 14
		SP:Iteration 19Q (8050.970000 sec): 3 clusters
  Score: Raw -536392.738278 + Penalty 2801.066502 = -533591.671776
  nChanged 18
		SP:Iteration 20F (8050.980000 sec): 3 clusters
  Score: Raw -536396.911465 + Penalty 2801.066502 = -533595.844963
  nChanged 11
		SP:Iteration 21Q (8050.990000 sec): 3 clusters
  Score: Raw -536399.568625 + Penalty 2801.066502 = -533598.502123
  nChanged 11
		SP:Iteration 22Q (8051.000000 sec): 3 clusters
  Score: Raw -536402.245108 + Penalty 2801.066502 = -533601.178606
  nChanged 15
		SP:Iteration 23Q (8051.010000 sec): 3 clusters
  Score: Raw -536406.171847 + Penalty 2801.066502 = -533605.105345
  nChanged 5
		SP:Iteration 24Q (8051.020000 sec): 3 clusters
  Score: Raw -536407.630107 + Penalty 2801.066502 = -533606.563605
  nChanged 11
		SP:Iteration 25Q (8051.040000 sec): 3 clusters
  Score: Raw -536410.765590 + Penalty 2801.066502 = -533609.699088
  nChanged 11
		SP:Iteration 26Q (8051.050000 sec): 3 clusters
  Score: Raw -536413.260801 + Penalty 2801.066502 = -533612.194298
  nChanged 4
		SP:Iteration 27Q (8051.060000 sec): 3 clusters
  Score: Raw -536413.842733 + Penalty 2801.066502 = -533612.776231
  nChanged 2
		SP:Iteration 28Q (8051.070000 sec): 3 clusters
  Score: Raw -536414.434187 + Penalty 2801.066502 = -533613.367685
  nChanged 4
		SP:Iteration 29Q (8051.080000 sec): 3 clusters
  Score: Raw -536414.863054 + Penalty 2801.066502 = -533613.796552
  nChanged 2
		SP:Iteration 30Q (8051.090000 sec): 3 clusters
  Score: Raw -536415.120891 + Penalty 2801.066502 = -533614.054389
  nChanged 0
		SP:Iteration 31F (8051.110000 sec): 3 clusters
  Score: Raw -536415.120891 + Penalty 2801.066502 = -533614.054389
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8051.120000 sec): 2 clusters
  Score: Raw -463959.925875 + Penalty 1369.253241 = -462590.672633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8051.130000 sec): 3 clusters
  Score: Raw -461610.871389 + Penalty 2738.506483 = -458872.364907
  nChanged 1840
		SP:Iteration 1F (8051.140000 sec): 3 clusters
  Score: Raw -462616.222270 + Penalty 2738.506483 = -459877.715788
  nChanged 346
		SP:Iteration 2F (8051.160000 sec): 3 clusters
  Score: Raw -462811.032909 + Penalty 2738.506483 = -460072.526426
  nChanged 235
		SP:Iteration 3F (8051.160000 sec): 3 clusters
  Score: Raw -462936.248567 + Penalty 2738.506483 = -460197.742084
  nChanged 177
		SP:Iteration 4Q (8051.180000 sec): 3 clusters
  Score: Raw -463015.728044 + Penalty 2738.506483 = -460277.221562
  nChanged 130
		SP:Iteration 5Q (8051.190000 sec): 3 clusters
  Score: Raw -463064.917054 + Penalty 2738.506483 = -460326.410571
  nChanged 100
		SP:Iteration 6Q (8051.200000 sec): 3 clusters
  Score: Raw -463104.969082 + Penalty 2738.506483 = -460366.462600
  nChanged 97
		SP:Iteration 7Q (8051.210000 sec): 3 clusters
  Score: Raw -463147.913292 + Penalty 2738.506483 = -460409.406809
  nChanged 91
		SP:Iteration 8Q (8051.220000 sec): 3 clusters
  Score: Raw -463188.226840 + Penalty 2738.506483 = -460449.720357
  nChanged 93
		SP:Iteration 9Q (8051.230000 sec): 3 clusters
  Score: Raw -463225.320512 + Penalty 2738.506483 = -460486.814029
  nChanged 83
		SP:Iteration 10Q (8051.240000 sec): 3 clusters
  Score: Raw -463255.170552 + Penalty 2738.506483 = -460516.664069
  nChanged 87
		SP:Iteration 11Q (8051.250000 sec): 3 clusters
  Score: Raw -463294.303251 + Penalty 2738.506483 = -460555.796769
  nChanged 95
		SP:Iteration 12Q (8051.260000 sec): 3 clusters
  Score: Raw -463342.491641 + Penalty 2738.506483 = -460603.985158
  nChanged 95
		SP:Iteration 13Q (8051.270000 sec): 3 clusters
  Score: Raw -463389.228405 + Penalty 2738.506483 = -460650.721923
  nChanged 112
		SP:Iteration 14Q (8051.280000 sec): 3 clusters
  Score: Raw -463451.816594 + Penalty 2738.506483 = -460713.310111
  nChanged 139
		SP:Iteration 15Q (8051.290000 sec): 3 clusters
  Score: Raw -463538.589106 + Penalty 2738.506483 = -460800.082624
  nChanged 135
		SP:Iteration 16Q (8051.300000 sec): 3 clusters
  Score: Raw -463616.766437 + Penalty 2738.506483 = -460878.259954
  nChanged 109
		SP:Iteration 17Q (8051.310000 sec): 3 clusters
  Score: Raw -463678.043134 + Penalty 2738.506483 = -460939.536651
  nChanged 95
		SP:Iteration 18Q (8051.320000 sec): 3 clusters
  Score: Raw -463743.649834 + Penalty 2738.506483 = -461005.143352
  nChanged 76
		SP:Iteration 19Q (8051.330000 sec): 3 clusters
  Score: Raw -463799.673956 + Penalty 2738.506483 = -461061.167473
  nChanged 72
		SP:Iteration 20F (8051.340000 sec): 3 clusters
  Score: Raw -463850.212858 + Penalty 2738.506483 = -461111.706375
  nChanged 65
		SP:Iteration 21Q (8051.350000 sec): 3 clusters
  Score: Raw -463895.765578 + Penalty 2738.506483 = -461157.259095
  nChanged 59
		SP:Iteration 22Q (8051.360000 sec): 3 clusters
  Score: Raw -463947.036426 + Penalty 2738.506483 = -461208.529943
  nChanged 48
		SP:Iteration 23Q (8051.370000 sec): 3 clusters
  Score: Raw -463996.538872 + Penalty 2738.506483 = -461258.032389
  nChanged 36
		SP:Iteration 24Q (8051.380000 sec): 3 clusters
  Score: Raw -464033.823417 + Penalty 2738.506483 = -461295.316934
  nChanged 28
		SP:Iteration 25Q (8051.390000 sec): 3 clusters
  Score: Raw -464063.111387 + Penalty 2738.506483 = -461324.604904
  nChanged 25
		SP:Iteration 26Q (8051.400000 sec): 3 clusters
  Score: Raw -464084.254942 + Penalty 2738.506483 = -461345.748460
  nChanged 18
		SP:Iteration 27Q (8051.410000 sec): 3 clusters
  Score: Raw -464100.952997 + Penalty 2738.506483 = -461362.446515
  nChanged 16
		SP:Iteration 28Q (8051.420000 sec): 3 clusters
  Score: Raw -464121.082488 + Penalty 2738.506483 = -461382.576005
  nChanged 10
		SP:Iteration 29Q (8051.420000 sec): 3 clusters
  Score: Raw -464139.070747 + Penalty 2738.506483 = -461400.564264
  nChanged 9
		SP:Iteration 30Q (8051.430000 sec): 3 clusters
  Score: Raw -464146.654361 + Penalty 2738.506483 = -461408.147879
  nChanged 9
		SP:Iteration 31Q (8051.440000 sec): 3 clusters
  Score: Raw -464153.942635 + Penalty 2738.506483 = -461415.436152
  nChanged 3
		SP:Iteration 32Q (8051.450000 sec): 3 clusters
  Score: Raw -464160.551567 + Penalty 2738.506483 = -461422.045084
  nChanged 3
		SP:Iteration 33Q (8051.460000 sec): 3 clusters
  Score: Raw -464164.539174 + Penalty 2738.506483 = -461426.032692
  nChanged 4
		SP:Iteration 34Q (8051.460000 sec): 3 clusters
  Score: Raw -464169.157681 + Penalty 2738.506483 = -461430.651198
  nChanged 1
		SP:Iteration 35Q (8051.470000 sec): 3 clusters
  Score: Raw -464169.854981 + Penalty 2738.506483 = -461431.348498
  nChanged 0
		SP:Iteration 36F (8051.480000 sec): 3 clusters
  Score: Raw -464169.854981 + Penalty 2738.506483 = -461431.348498
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8051.510000 sec): 2 clusters
  Score: Raw -897528.326169 + Penalty 1479.973975 = -896048.352194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8051.530000 sec): 3 clusters
  Score: Raw -892428.524289 + Penalty 2959.947949 = -889468.576340
  nChanged 3871
		SP:Iteration 1F (8051.550000 sec): 3 clusters
  Score: Raw -894492.882011 + Penalty 2959.947949 = -891532.934061
  nChanged 559
		SP:Iteration 2F (8051.570000 sec): 3 clusters
  Score: Raw -894755.622109 + Penalty 2959.947949 = -891795.674159
  nChanged 504
		SP:Iteration 3F (8051.600000 sec): 3 clusters
  Score: Raw -894992.076060 + Penalty 2959.947949 = -892032.128110
  nChanged 465
		SP:Iteration 4F (8051.620000 sec): 3 clusters
  Score: Raw -895239.743399 + Penalty 2959.947949 = -892279.795450
  nChanged 501
		SP:Iteration 5F (8051.640000 sec): 3 clusters
  Score: Raw -895531.047329 + Penalty 2959.947949 = -892571.099379
  nChanged 483
		SP:Iteration 6F (8051.660000 sec): 3 clusters
  Score: Raw -895824.752343 + Penalty 2959.947949 = -892864.804394
  nChanged 483
		SP:Iteration 7F (8051.680000 sec): 3 clusters
  Score: Raw -896138.457023 + Penalty 2959.947949 = -893178.509074
  nChanged 484
		SP:Iteration 8F (8051.700000 sec): 3 clusters
  Score: Raw -896468.935222 + Penalty 2959.947949 = -893508.987273
  nChanged 436
		SP:Iteration 9Q (8051.720000 sec): 3 clusters
  Score: Raw -896764.122583 + Penalty 2959.947949 = -893804.174633
  nChanged 337
		SP:Iteration 10Q (8051.740000 sec): 3 clusters
  Score: Raw -896993.309970 + Penalty 2959.947949 = -894033.362020
  nChanged 278
		SP:Iteration 11Q (8051.770000 sec): 3 clusters
  Score: Raw -897194.571120 + Penalty 2959.947949 = -894234.623171
  nChanged 219
		SP:Iteration 12Q (8051.790000 sec): 3 clusters
  Score: Raw -897351.225253 + Penalty 2959.947949 = -894391.277304
  nChanged 137
		SP:Iteration 13Q (8051.810000 sec): 3 clusters
  Score: Raw -897453.604800 + Penalty 2959.947949 = -894493.656851
  nChanged 109
		SP:Iteration 14Q (8051.830000 sec): 3 clusters
  Score: Raw -897535.483629 + Penalty 2959.947949 = -894575.535679
  nChanged 64
		SP:Iteration 15Q (8051.850000 sec): 3 clusters
  Score: Raw -897581.575610 + Penalty 2959.947949 = -894621.627661
  nChanged 51
		SP:Iteration 16Q (8051.870000 sec): 3 clusters
  Score: Raw -897619.165558 + Penalty 2959.947949 = -894659.217608
  nChanged 46
		SP:Iteration 17Q (8051.890000 sec): 3 clusters
  Score: Raw -897661.558307 + Penalty 2959.947949 = -894701.610357
  nChanged 44
		SP:Iteration 18Q (8051.910000 sec): 3 clusters
  Score: Raw -897705.692107 + Penalty 2959.947949 = -894745.744158
  nChanged 26
		SP:Iteration 19Q (8051.930000 sec): 3 clusters
  Score: Raw -897729.201407 + Penalty 2959.947949 = -894769.253458
  nChanged 18
		SP:Iteration 20F (8051.950000 sec): 3 clusters
  Score: Raw -897746.157951 + Penalty 2959.947949 = -894786.210002
  nChanged 13
		SP:Iteration 21Q (8051.970000 sec): 3 clusters
  Score: Raw -897761.330605 + Penalty 2959.947949 = -894801.382655
  nChanged 14
		SP:Iteration 22Q (8051.990000 sec): 3 clusters
  Score: Raw -897773.882734 + Penalty 2959.947949 = -894813.934785
  nChanged 7
		SP:Iteration 23Q (8052.010000 sec): 3 clusters
  Score: Raw -897780.813523 + Penalty 2959.947949 = -894820.865574
  nChanged 9
		SP:Iteration 24Q (8052.030000 sec): 3 clusters
  Score: Raw -897791.379883 + Penalty 2959.947949 = -894831.431934
  nChanged 9
		SP:Iteration 25Q (8052.050000 sec): 3 clusters
  Score: Raw -897798.928544 + Penalty 2959.947949 = -894838.980595
  nChanged 5
		SP:Iteration 26Q (8052.060000 sec): 3 clusters
  Score: Raw -897803.489902 + Penalty 2959.947949 = -894843.541953
  nChanged 3
		SP:Iteration 27Q (8052.080000 sec): 3 clusters
  Score: Raw -897805.465923 + Penalty 2959.947949 = -894845.517973
  nChanged 4
		SP:Iteration 28Q (8052.100000 sec): 3 clusters
  Score: Raw -897807.229165 + Penalty 2959.947949 = -894847.281215
  nChanged 1
		SP:Iteration 29Q (8052.120000 sec): 3 clusters
  Score: Raw -897807.684752 + Penalty 2959.947949 = -894847.736803
  nChanged 1
		SP:Iteration 30Q (8052.140000 sec): 3 clusters
  Score: Raw -897808.450834 + Penalty 2959.947949 = -894848.502884
  nChanged 0
		SP:Iteration 31F (8052.160000 sec): 3 clusters
  Score: Raw -897808.450834 + Penalty 2959.947949 = -894848.502884
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8052.190000 sec): 2 clusters
  Score: Raw -1014984.149149 + Penalty 1505.796031 = -1013478.353119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8052.220000 sec): 3 clusters
  Score: Raw -1008946.035461 + Penalty 3011.592061 = -1005934.443400
  nChanged 4631
		SP:Iteration 1F (8052.240000 sec): 3 clusters
  Score: Raw -1011681.616057 + Penalty 3011.592061 = -1008670.023996
  nChanged 742
		SP:Iteration 2F (8052.270000 sec): 3 clusters
  Score: Raw -1012104.993880 + Penalty 3011.592061 = -1009093.401819
  nChanged 676
		SP:Iteration 3F (8052.290000 sec): 3 clusters
  Score: Raw -1012508.988589 + Penalty 3011.592061 = -1009497.396528
  nChanged 630
		SP:Iteration 4F (8052.320000 sec): 3 clusters
  Score: Raw -1012873.090815 + Penalty 3011.592061 = -1009861.498754
  nChanged 557
		SP:Iteration 5F (8052.350000 sec): 3 clusters
  Score: Raw -1013169.792208 + Penalty 3011.592061 = -1010158.200147
  nChanged 511
		SP:Iteration 6Q (8052.370000 sec): 3 clusters
  Score: Raw -1013444.047740 + Penalty 3011.592061 = -1010432.455679
  nChanged 472
		SP:Iteration 7Q (8052.390000 sec): 3 clusters
  Score: Raw -1013693.103705 + Penalty 3011.592061 = -1010681.511644
  nChanged 445
		SP:Iteration 8Q (8052.420000 sec): 3 clusters
  Score: Raw -1013925.324654 + Penalty 3011.592061 = -1010913.732593
  nChanged 395
		SP:Iteration 9Q (8052.450000 sec): 3 clusters
  Score: Raw -1014132.875274 + Penalty 3011.592061 = -1011121.283212
  nChanged 383
		SP:Iteration 10Q (8052.470000 sec): 3 clusters
  Score: Raw -1014378.616710 + Penalty 3011.592061 = -1011367.024649
  nChanged 384
		SP:Iteration 11Q (8052.490000 sec): 3 clusters
  Score: Raw -1014607.406244 + Penalty 3011.592061 = -1011595.814182
  nChanged 356
		SP:Iteration 12Q (8052.520000 sec): 3 clusters
  Score: Raw -1014768.467821 + Penalty 3011.592061 = -1011756.875760
  nChanged 248
		SP:Iteration 13Q (8052.550000 sec): 3 clusters
  Score: Raw -1014869.070706 + Penalty 3011.592061 = -1011857.478644
  nChanged 207
		SP:Iteration 14Q (8052.570000 sec): 3 clusters
  Score: Raw -1014919.927461 + Penalty 3011.592061 = -1011908.335400
  nChanged 123
		SP:Iteration 15Q (8052.590000 sec): 3 clusters
  Score: Raw -1014941.980160 + Penalty 3011.592061 = -1011930.388099
  nChanged 88
		SP:Iteration 16Q (8052.620000 sec): 3 clusters
  Score: Raw -1014958.852453 + Penalty 3011.592061 = -1011947.260392
  nChanged 68
		SP:Iteration 17Q (8052.640000 sec): 3 clusters
  Score: Raw -1014972.011402 + Penalty 3011.592061 = -1011960.419341
  nChanged 66
		SP:Iteration 18Q (8052.670000 sec): 3 clusters
  Score: Raw -1014982.469221 + Penalty 3011.592061 = -1011970.877160
  nChanged 45
		SP:Iteration 19Q (8052.690000 sec): 3 clusters
  Score: Raw -1014988.657922 + Penalty 3011.592061 = -1011977.065861
  nChanged 31
		SP:Iteration 20F (8052.720000 sec): 3 clusters
  Score: Raw -1014992.852749 + Penalty 3011.592061 = -1011981.260688
  nChanged 33
		SP:Iteration 21Q (8052.740000 sec): 3 clusters
  Score: Raw -1014998.405219 + Penalty 3011.592061 = -1011986.813158
  nChanged 27
		SP:Iteration 22Q (8052.770000 sec): 3 clusters
  Score: Raw -1015001.984498 + Penalty 3011.592061 = -1011990.392437
  nChanged 22
		SP:Iteration 23Q (8052.790000 sec): 3 clusters
  Score: Raw -1015004.960988 + Penalty 3011.592061 = -1011993.368926
  nChanged 16
		SP:Iteration 24Q (8052.820000 sec): 3 clusters
  Score: Raw -1015006.927644 + Penalty 3011.592061 = -1011995.335583
  nChanged 16
		SP:Iteration 25Q (8052.840000 sec): 3 clusters
  Score: Raw -1015008.715259 + Penalty 3011.592061 = -1011997.123198
  nChanged 17
		SP:Iteration 26Q (8052.870000 sec): 3 clusters
  Score: Raw -1015010.513220 + Penalty 3011.592061 = -1011998.921159
  nChanged 12
		SP:Iteration 27Q (8052.890000 sec): 3 clusters
  Score: Raw -1015011.437889 + Penalty 3011.592061 = -1011999.845828
  nChanged 10
		SP:Iteration 28Q (8052.910000 sec): 3 clusters
  Score: Raw -1015013.022488 + Penalty 3011.592061 = -1012001.430427
  nChanged 16
		SP:Iteration 29Q (8052.940000 sec): 3 clusters
  Score: Raw -1015014.249615 + Penalty 3011.592061 = -1012002.657554
  nChanged 9
		SP:Iteration 30Q (8052.960000 sec): 3 clusters
  Score: Raw -1015015.122718 + Penalty 3011.592061 = -1012003.530657
  nChanged 7
		SP:Iteration 31Q (8052.990000 sec): 3 clusters
  Score: Raw -1015015.783040 + Penalty 3011.592061 = -1012004.190979
  nChanged 8
		SP:Iteration 32Q (8053.010000 sec): 3 clusters
  Score: Raw -1015016.843934 + Penalty 3011.592061 = -1012005.251873
  nChanged 14
		SP:Iteration 33Q (8053.040000 sec): 3 clusters
  Score: Raw -1015019.358646 + Penalty 3011.592061 = -1012007.766585
  nChanged 19
		SP:Iteration 34Q (8053.060000 sec): 3 clusters
  Score: Raw -1015022.468516 + Penalty 3011.592061 = -1012010.876455
  nChanged 17
		SP:Iteration 35Q (8053.090000 sec): 3 clusters
  Score: Raw -1015026.625466 + Penalty 3011.592061 = -1012015.033404
  nChanged 21
		SP:Iteration 36Q (8053.110000 sec): 3 clusters
  Score: Raw -1015031.202132 + Penalty 3011.592061 = -1012019.610071
  nChanged 34
		SP:Iteration 37Q (8053.140000 sec): 3 clusters
  Score: Raw -1015037.528689 + Penalty 3011.592061 = -1012025.936628
  nChanged 33
		SP:Iteration 38Q (8053.160000 sec): 3 clusters
  Score: Raw -1015044.933075 + Penalty 3011.592061 = -1012033.341014
  nChanged 35
		SP:Iteration 39Q (8053.190000 sec): 3 clusters
  Score: Raw -1015056.862480 + Penalty 3011.592061 = -1012045.270418
  nChanged 54
		SP:Iteration 40F (8053.210000 sec): 3 clusters
  Score: Raw -1015081.506727 + Penalty 3011.592061 = -1012069.914666
  nChanged 87
		SP:Iteration 41Q (8053.230000 sec): 3 clusters
  Score: Raw -1015120.043941 + Penalty 3011.592061 = -1012108.451879
  nChanged 96
		SP:Iteration 42Q (8053.260000 sec): 3 clusters
  Score: Raw -1015162.609986 + Penalty 3011.592061 = -1012151.017924
  nChanged 97
		SP:Iteration 43Q (8053.290000 sec): 3 clusters
  Score: Raw -1015199.305035 + Penalty 3011.592061 = -1012187.712973
  nChanged 100
		SP:Iteration 44Q (8053.310000 sec): 3 clusters
  Score: Raw -1015223.418865 + Penalty 3011.592061 = -1012211.826804
  nChanged 67
		SP:Iteration 45Q (8053.330000 sec): 3 clusters
  Score: Raw -1015238.289729 + Penalty 3011.592061 = -1012226.697668
  nChanged 63
		SP:Iteration 46Q (8053.360000 sec): 3 clusters
  Score: Raw -1015253.310963 + Penalty 3011.592061 = -1012241.718901
  nChanged 72
		SP:Iteration 47Q (8053.380000 sec): 3 clusters
  Score: Raw -1015268.222084 + Penalty 3011.592061 = -1012256.630023
  nChanged 59
		SP:Iteration 48Q (8053.410000 sec): 3 clusters
  Score: Raw -1015279.310938 + Penalty 3011.592061 = -1012267.718877
  nChanged 56
		SP:Iteration 49Q (8053.430000 sec): 3 clusters
  Score: Raw -1015290.625557 + Penalty 3011.592061 = -1012279.033496
  nChanged 55
		SP:Iteration 50Q (8053.450000 sec): 3 clusters
  Score: Raw -1015298.394785 + Penalty 3011.592061 = -1012286.802724
  nChanged 42
		SP:Iteration 51Q (8053.480000 sec): 3 clusters
  Score: Raw -1015303.992882 + Penalty 3011.592061 = -1012292.400820
  nChanged 38
		SP:Iteration 52Q (8053.510000 sec): 3 clusters
  Score: Raw -1015309.780110 + Penalty 3011.592061 = -1012298.188048
  nChanged 36
		SP:Iteration 53Q (8053.530000 sec): 3 clusters
  Score: Raw -1015315.613029 + Penalty 3011.592061 = -1012304.020968
  nChanged 36
		SP:Iteration 54Q (8053.550000 sec): 3 clusters
  Score: Raw -1015321.310374 + Penalty 3011.592061 = -1012309.718312
  nChanged 42
		SP:Iteration 55Q (8053.580000 sec): 3 clusters
  Score: Raw -1015327.143925 + Penalty 3011.592061 = -1012315.551864
  nChanged 35
		SP:Iteration 56Q (8053.600000 sec): 3 clusters
  Score: Raw -1015332.693811 + Penalty 3011.592061 = -1012321.101750
  nChanged 37
		SP:Iteration 57Q (8053.630000 sec): 3 clusters
  Score: Raw -1015339.866637 + Penalty 3011.592061 = -1012328.274576
  nChanged 45
		SP:Iteration 58Q (8053.650000 sec): 3 clusters
  Score: Raw -1015346.900870 + Penalty 3011.592061 = -1012335.308808
  nChanged 40
		SP:Iteration 59Q (8053.670000 sec): 3 clusters
  Score: Raw -1015353.587279 + Penalty 3011.592061 = -1012341.995218
  nChanged 38
		SP:Iteration 60F (8053.700000 sec): 3 clusters
  Score: Raw -1015358.146806 + Penalty 3011.592061 = -1012346.554745
  nChanged 29
		SP:Iteration 61Q (8053.720000 sec): 3 clusters
  Score: Raw -1015361.809134 + Penalty 3011.592061 = -1012350.217073
  nChanged 32
		SP:Iteration 62Q (8053.750000 sec): 3 clusters
  Score: Raw -1015366.460036 + Penalty 3011.592061 = -1012354.867975
  nChanged 26
		SP:Iteration 63Q (8053.770000 sec): 3 clusters
  Score: Raw -1015370.507849 + Penalty 3011.592061 = -1012358.915788
  nChanged 29
		SP:Iteration 64Q (8053.790000 sec): 3 clusters
  Score: Raw -1015375.146245 + Penalty 3011.592061 = -1012363.554183
  nChanged 28
		SP:Iteration 65Q (8053.820000 sec): 3 clusters
  Score: Raw -1015379.977774 + Penalty 3011.592061 = -1012368.385713
  nChanged 35
		SP:Iteration 66Q (8053.850000 sec): 3 clusters
  Score: Raw -1015385.593800 + Penalty 3011.592061 = -1012374.001739
  nChanged 23
		SP:Iteration 67Q (8053.870000 sec): 3 clusters
  Score: Raw -1015388.573543 + Penalty 3011.592061 = -1012376.981482
  nChanged 19
		SP:Iteration 68Q (8053.890000 sec): 3 clusters
  Score: Raw -1015390.820569 + Penalty 3011.592061 = -1012379.228507
  nChanged 18
		SP:Iteration 69Q (8053.920000 sec): 3 clusters
  Score: Raw -1015392.616307 + Penalty 3011.592061 = -1012381.024246
  nChanged 17
		SP:Iteration 70Q (8053.940000 sec): 3 clusters
  Score: Raw -1015394.652019 + Penalty 3011.592061 = -1012383.059957
  nChanged 14
		SP:Iteration 71Q (8053.970000 sec): 3 clusters
  Score: Raw -1015397.105921 + Penalty 3011.592061 = -1012385.513860
  nChanged 17
		SP:Iteration 72Q (8053.990000 sec): 3 clusters
  Score: Raw -1015399.795155 + Penalty 3011.592061 = -1012388.203094
  nChanged 20
		SP:Iteration 73Q (8054.010000 sec): 3 clusters
  Score: Raw -1015402.308798 + Penalty 3011.592061 = -1012390.716737
  nChanged 20
		SP:Iteration 74Q (8054.040000 sec): 3 clusters
  Score: Raw -1015404.837163 + Penalty 3011.592061 = -1012393.245102
  nChanged 22
		SP:Iteration 75Q (8054.060000 sec): 3 clusters
  Score: Raw -1015407.310850 + Penalty 3011.592061 = -1012395.718788
  nChanged 15
		SP:Iteration 76Q (8054.090000 sec): 3 clusters
  Score: Raw -1015408.875415 + Penalty 3011.592061 = -1012397.283354
  nChanged 17
		SP:Iteration 77Q (8054.110000 sec): 3 clusters
  Score: Raw -1015410.368189 + Penalty 3011.592061 = -1012398.776128
  nChanged 10
		SP:Iteration 78Q (8054.130000 sec): 3 clusters
  Score: Raw -1015411.319541 + Penalty 3011.592061 = -1012399.727479
  nChanged 9
		SP:Iteration 79Q (8054.160000 sec): 3 clusters
  Score: Raw -1015412.236743 + Penalty 3011.592061 = -1012400.644682
  nChanged 10
		SP:Iteration 80F (8054.180000 sec): 3 clusters
  Score: Raw -1015413.237954 + Penalty 3011.592061 = -1012401.645893
  nChanged 11
		SP:Iteration 81Q (8054.210000 sec): 3 clusters
  Score: Raw -1015414.359393 + Penalty 3011.592061 = -1012402.767332
  nChanged 11
		SP:Iteration 82Q (8054.230000 sec): 3 clusters
  Score: Raw -1015415.373188 + Penalty 3011.592061 = -1012403.781127
  nChanged 7
		SP:Iteration 83Q (8054.250000 sec): 3 clusters
  Score: Raw -1015415.836204 + Penalty 3011.592061 = -1012404.244142
  nChanged 7
		SP:Iteration 84Q (8054.280000 sec): 3 clusters
  Score: Raw -1015416.422933 + Penalty 3011.592061 = -1012404.830872
  nChanged 5
		SP:Iteration 85Q (8054.300000 sec): 3 clusters
  Score: Raw -1015416.880724 + Penalty 3011.592061 = -1012405.288663
  nChanged 9
		SP:Iteration 86Q (8054.330000 sec): 3 clusters
  Score: Raw -1015417.726161 + Penalty 3011.592061 = -1012406.134099
  nChanged 11
		SP:Iteration 87Q (8054.350000 sec): 3 clusters
  Score: Raw -1015418.559809 + Penalty 3011.592061 = -1012406.967748
  nChanged 8
		SP:Iteration 88Q (8054.370000 sec): 3 clusters
  Score: Raw -1015419.677706 + Penalty 3011.592061 = -1012408.085645
  nChanged 10
		SP:Iteration 89Q (8054.400000 sec): 3 clusters
  Score: Raw -1015421.187066 + Penalty 3011.592061 = -1012409.595005
  nChanged 12
		SP:Iteration 90Q (8054.420000 sec): 3 clusters
  Score: Raw -1015422.730659 + Penalty 3011.592061 = -1012411.138598
  nChanged 10
		SP:Iteration 91Q (8054.450000 sec): 3 clusters
  Score: Raw -1015423.802622 + Penalty 3011.592061 = -1012412.210561
  nChanged 12
		SP:Iteration 92Q (8054.470000 sec): 3 clusters
  Score: Raw -1015425.001811 + Penalty 3011.592061 = -1012413.409750
  nChanged 11
		SP:Iteration 93Q (8054.490000 sec): 3 clusters
  Score: Raw -1015426.342050 + Penalty 3011.592061 = -1012414.749988
  nChanged 14
		SP:Iteration 94Q (8054.520000 sec): 3 clusters
  Score: Raw -1015428.112943 + Penalty 3011.592061 = -1012416.520882
  nChanged 10
		SP:Iteration 95Q (8054.540000 sec): 3 clusters
  Score: Raw -1015429.318512 + Penalty 3011.592061 = -1012417.726451
  nChanged 12
		SP:Iteration 96Q (8054.570000 sec): 3 clusters
  Score: Raw -1015430.552194 + Penalty 3011.592061 = -1012418.960133
  nChanged 12
		SP:Iteration 97Q (8054.590000 sec): 3 clusters
  Score: Raw -1015431.782551 + Penalty 3011.592061 = -1012420.190490
  nChanged 12
		SP:Iteration 98Q (8054.610000 sec): 3 clusters
  Score: Raw -1015432.896575 + Penalty 3011.592061 = -1012421.304513
  nChanged 11
		SP:Iteration 99Q (8054.640000 sec): 3 clusters
  Score: Raw -1015433.938504 + Penalty 3011.592061 = -1012422.346443
  nChanged 14
		SP:Iteration 100F (8054.660000 sec): 3 clusters
  Score: Raw -1015435.916591 + Penalty 3011.592061 = -1012424.324530
  nChanged 20
		SP:Iteration 101Q (8054.690000 sec): 3 clusters
  Score: Raw -1015438.524495 + Penalty 3011.592061 = -1012426.932433
  nChanged 16
		SP:Iteration 102Q (8054.710000 sec): 3 clusters
  Score: Raw -1015440.595634 + Penalty 3011.592061 = -1012429.003573
  nChanged 11
		SP:Iteration 103Q (8054.730000 sec): 3 clusters
  Score: Raw -1015442.035925 + Penalty 3011.592061 = -1012430.443864
  nChanged 20
		SP:Iteration 104Q (8054.760000 sec): 3 clusters
  Score: Raw -1015444.567999 + Penalty 3011.592061 = -1012432.975938
  nChanged 21
		SP:Iteration 105Q (8054.780000 sec): 3 clusters
  Score: Raw -1015447.650115 + Penalty 3011.592061 = -1012436.058054
  nChanged 23
		SP:Iteration 106Q (8054.810000 sec): 3 clusters
  Score: Raw -1015450.326606 + Penalty 3011.592061 = -1012438.734545
  nChanged 17
		SP:Iteration 107Q (8054.830000 sec): 3 clusters
  Score: Raw -1015452.154015 + Penalty 3011.592061 = -1012440.561954
  nChanged 19
		SP:Iteration 108Q (8054.850000 sec): 3 clusters
  Score: Raw -1015455.001503 + Penalty 3011.592061 = -1012443.409442
  nChanged 24
		SP:Iteration 109Q (8054.870000 sec): 3 clusters
  Score: Raw -1015458.270698 + Penalty 3011.592061 = -1012446.678637
  nChanged 16
		SP:Iteration 110Q (8054.900000 sec): 3 clusters
  Score: Raw -1015460.391474 + Penalty 3011.592061 = -1012448.799413
  nChanged 23
		SP:Iteration 111Q (8054.920000 sec): 3 clusters
  Score: Raw -1015462.756763 + Penalty 3011.592061 = -1012451.164701
  nChanged 18
		SP:Iteration 112Q (8054.950000 sec): 3 clusters
  Score: Raw -1015464.657284 + Penalty 3011.592061 = -1012453.065223
  nChanged 16
		SP:Iteration 113Q (8054.970000 sec): 3 clusters
  Score: Raw -1015466.606820 + Penalty 3011.592061 = -1012455.014759
  nChanged 18
		SP:Iteration 114Q (8054.990000 sec): 3 clusters
  Score: Raw -1015468.644879 + Penalty 3011.592061 = -1012457.052818
  nChanged 18
		SP:Iteration 115Q (8055.020000 sec): 3 clusters
  Score: Raw -1015470.344725 + Penalty 3011.592061 = -1012458.752663
  nChanged 13
		SP:Iteration 116Q (8055.040000 sec): 3 clusters
  Score: Raw -1015471.600283 + Penalty 3011.592061 = -1012460.008222
  nChanged 10
		SP:Iteration 117Q (8055.070000 sec): 3 clusters
  Score: Raw -1015472.643831 + Penalty 3011.592061 = -1012461.051769
  nChanged 7
		SP:Iteration 118Q (8055.090000 sec): 3 clusters
  Score: Raw -1015473.188034 + Penalty 3011.592061 = -1012461.595973
  nChanged 10
		SP:Iteration 119Q (8055.110000 sec): 3 clusters
  Score: Raw -1015475.151068 + Penalty 3011.592061 = -1012463.559007
  nChanged 16
		SP:Iteration 120F (8055.140000 sec): 3 clusters
  Score: Raw -1015477.129567 + Penalty 3011.592061 = -1012465.537506
  nChanged 11
		SP:Iteration 121Q (8055.160000 sec): 3 clusters
  Score: Raw -1015478.110887 + Penalty 3011.592061 = -1012466.518826
  nChanged 10
		SP:Iteration 122Q (8055.180000 sec): 3 clusters
  Score: Raw -1015479.286374 + Penalty 3011.592061 = -1012467.694312
  nChanged 12
		SP:Iteration 123Q (8055.210000 sec): 3 clusters
  Score: Raw -1015480.749950 + Penalty 3011.592061 = -1012469.157889
  nChanged 12
		SP:Iteration 124Q (8055.230000 sec): 3 clusters
  Score: Raw -1015482.006804 + Penalty 3011.592061 = -1012470.414742
  nChanged 12
		SP:Iteration 125Q (8055.250000 sec): 3 clusters
  Score: Raw -1015483.373899 + Penalty 3011.592061 = -1012471.781838
  nChanged 8
		SP:Iteration 126Q (8055.280000 sec): 3 clusters
  Score: Raw -1015484.196307 + Penalty 3011.592061 = -1012472.604246
  nChanged 6
		SP:Iteration 127Q (8055.300000 sec): 3 clusters
  Score: Raw -1015485.007656 + Penalty 3011.592061 = -1012473.415594
  nChanged 8
		SP:Iteration 128Q (8055.330000 sec): 3 clusters
  Score: Raw -1015486.100106 + Penalty 3011.592061 = -1012474.508045
  nChanged 10
		SP:Iteration 129Q (8055.350000 sec): 3 clusters
  Score: Raw -1015487.391259 + Penalty 3011.592061 = -1012475.799198
  nChanged 13
		SP:Iteration 130Q (8055.370000 sec): 3 clusters
  Score: Raw -1015488.591016 + Penalty 3011.592061 = -1012476.998955
  nChanged 15
		SP:Iteration 131Q (8055.400000 sec): 3 clusters
  Score: Raw -1015490.169169 + Penalty 3011.592061 = -1012478.577108
  nChanged 15
		SP:Iteration 132Q (8055.420000 sec): 3 clusters
  Score: Raw -1015491.729407 + Penalty 3011.592061 = -1012480.137345
  nChanged 21
		SP:Iteration 133Q (8055.450000 sec): 3 clusters
  Score: Raw -1015494.113535 + Penalty 3011.592061 = -1012482.521474
  nChanged 18
		SP:Iteration 134Q (8055.470000 sec): 3 clusters
  Score: Raw -1015495.934177 + Penalty 3011.592061 = -1012484.342116
  nChanged 12
		SP:Iteration 135Q (8055.490000 sec): 3 clusters
  Score: Raw -1015496.932438 + Penalty 3011.592061 = -1012485.340377
  nChanged 8
		SP:Iteration 136Q (8055.520000 sec): 3 clusters
  Score: Raw -1015497.638108 + Penalty 3011.592061 = -1012486.046047
  nChanged 6
		SP:Iteration 137Q (8055.540000 sec): 3 clusters
  Score: Raw -1015498.036010 + Penalty 3011.592061 = -1012486.443949
  nChanged 4
		SP:Iteration 138Q (8055.560000 sec): 3 clusters
  Score: Raw -1015498.482069 + Penalty 3011.592061 = -1012486.890008
  nChanged 7
		SP:Iteration 139Q (8055.590000 sec): 3 clusters
  Score: Raw -1015499.049549 + Penalty 3011.592061 = -1012487.457487
  nChanged 7
		SP:Iteration 140F (8055.610000 sec): 3 clusters
  Score: Raw -1015499.812630 + Penalty 3011.592061 = -1012488.220569
  nChanged 10
		SP:Iteration 141Q (8055.630000 sec): 3 clusters
  Score: Raw -1015500.979636 + Penalty 3011.592061 = -1012489.387575
  nChanged 13
		SP:Iteration 142Q (8055.660000 sec): 3 clusters
  Score: Raw -1015502.226903 + Penalty 3011.592061 = -1012490.634842
  nChanged 9
		SP:Iteration 143Q (8055.680000 sec): 3 clusters
  Score: Raw -1015503.039957 + Penalty 3011.592061 = -1012491.447896
  nChanged 7
		SP:Iteration 144Q (8055.710000 sec): 3 clusters
  Score: Raw -1015503.623008 + Penalty 3011.592061 = -1012492.030947
  nChanged 5
		SP:Iteration 145Q (8055.730000 sec): 3 clusters
  Score: Raw -1015504.039133 + Penalty 3011.592061 = -1012492.447072
  nChanged 2
		SP:Iteration 146Q (8055.750000 sec): 3 clusters
  Score: Raw -1015504.156425 + Penalty 3011.592061 = -1012492.564364
  nChanged 1
		SP:Iteration 147Q (8055.770000 sec): 3 clusters
  Score: Raw -1015504.297567 + Penalty 3011.592061 = -1012492.705506
  nChanged 0
		SP:Iteration 148F (8055.800000 sec): 3 clusters
  Score: Raw -1015504.297567 + Penalty 3011.592061 = -1012492.705506
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8055.810000 sec): 2 clusters
  Score: Raw -155403.508818 + Penalty 1202.203290 = -154201.305528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8055.820000 sec): 3 clusters
  Score: Raw -154751.899024 + Penalty 2404.406580 = -152347.492444
  nChanged 556
		SP:Iteration 1F (8055.820000 sec): 3 clusters
  Score: Raw -155204.766023 + Penalty 2404.406580 = -152800.359443
  nChanged 155
		SP:Iteration 2F (8055.830000 sec): 3 clusters
  Score: Raw -155366.133261 + Penalty 2404.406580 = -152961.726681
  nChanged 94
		SP:Iteration 3F (8055.830000 sec): 3 clusters
  Score: Raw -155469.516087 + Penalty 2404.406580 = -153065.109507
  nChanged 70
		SP:Iteration 4Q (8055.830000 sec): 3 clusters
  Score: Raw -155548.868416 + Penalty 2404.406580 = -153144.461836
  nChanged 60
		SP:Iteration 5Q (8055.830000 sec): 3 clusters
  Score: Raw -155603.103980 + Penalty 2404.406580 = -153198.697400
  nChanged 55
		SP:Iteration 6Q (8055.840000 sec): 3 clusters
  Score: Raw -155650.760399 + Penalty 2404.406580 = -153246.353819
  nChanged 45
		SP:Iteration 7Q (8055.840000 sec): 3 clusters
  Score: Raw -155690.362569 + Penalty 2404.406580 = -153285.955988
  nChanged 43
		SP:Iteration 8Q (8055.850000 sec): 3 clusters
  Score: Raw -155727.397116 + Penalty 2404.406580 = -153322.990536
  nChanged 41
		SP:Iteration 9Q (8055.850000 sec): 3 clusters
  Score: Raw -155762.147715 + Penalty 2404.406580 = -153357.741134
  nChanged 28
		SP:Iteration 10Q (8055.850000 sec): 3 clusters
  Score: Raw -155785.600616 + Penalty 2404.406580 = -153381.194036
  nChanged 21
		SP:Iteration 11Q (8055.860000 sec): 3 clusters
  Score: Raw -155801.888161 + Penalty 2404.406580 = -153397.481581
  nChanged 15
		SP:Iteration 12Q (8055.860000 sec): 3 clusters
  Score: Raw -155816.466479 + Penalty 2404.406580 = -153412.059899
  nChanged 14
		SP:Iteration 13Q (8055.860000 sec): 3 clusters
  Score: Raw -155829.968148 + Penalty 2404.406580 = -153425.561568
  nChanged 13
		SP:Iteration 14Q (8055.870000 sec): 3 clusters
  Score: Raw -155841.705789 + Penalty 2404.406580 = -153437.299209
  nChanged 10
		SP:Iteration 15Q (8055.870000 sec): 3 clusters
  Score: Raw -155851.597316 + Penalty 2404.406580 = -153447.190736
  nChanged 10
		SP:Iteration 16Q (8055.870000 sec): 3 clusters
  Score: Raw -155860.505482 + Penalty 2404.406580 = -153456.098901
  nChanged 5
		SP:Iteration 17Q (8055.880000 sec): 3 clusters
  Score: Raw -155864.991349 + Penalty 2404.406580 = -153460.584769
  nChanged 4
		SP:Iteration 18Q (8055.880000 sec): 3 clusters
  Score: Raw -155870.623055 + Penalty 2404.406580 = -153466.216475
  nChanged 5
		SP:Iteration 19Q (8055.890000 sec): 3 clusters
  Score: Raw -155874.185880 + Penalty 2404.406580 = -153469.779300
  nChanged 7
		SP:Iteration 20F (8055.890000 sec): 3 clusters
  Score: Raw -155880.147545 + Penalty 2404.406580 = -153475.740965
  nChanged 5
		SP:Iteration 21Q (8055.890000 sec): 3 clusters
  Score: Raw -155882.913714 + Penalty 2404.406580 = -153478.507134
  nChanged 4
		SP:Iteration 22Q (8055.890000 sec): 3 clusters
  Score: Raw -155885.731123 + Penalty 2404.406580 = -153481.324542
  nChanged 5
		SP:Iteration 23Q (8055.900000 sec): 3 clusters
  Score: Raw -155888.780996 + Penalty 2404.406580 = -153484.374416
  nChanged 7
		SP:Iteration 24Q (8055.900000 sec): 3 clusters
  Score: Raw -155892.567338 + Penalty 2404.406580 = -153488.160758
  nChanged 4
		SP:Iteration 25Q (8055.910000 sec): 3 clusters
  Score: Raw -155895.132664 + Penalty 2404.406580 = -153490.726084
  nChanged 2
		SP:Iteration 26Q (8055.910000 sec): 3 clusters
  Score: Raw -155896.565882 + Penalty 2404.406580 = -153492.159302
  nChanged 2
		SP:Iteration 27Q (8055.910000 sec): 3 clusters
  Score: Raw -155897.065491 + Penalty 2404.406580 = -153492.658910
  nChanged 2
		SP:Iteration 28Q (8055.920000 sec): 3 clusters
  Score: Raw -155897.852871 + Penalty 2404.406580 = -153493.446291
  nChanged 2
		SP:Iteration 29Q (8055.920000 sec): 3 clusters
  Score: Raw -155899.558818 + Penalty 2404.406580 = -153495.152238
  nChanged 1
		SP:Iteration 30Q (8055.930000 sec): 3 clusters
  Score: Raw -155899.815712 + Penalty 2404.406580 = -153495.409132
  nChanged 0
		SP:Iteration 31F (8055.930000 sec): 3 clusters
  Score: Raw -155899.815712 + Penalty 2404.406580 = -153495.409132
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8055.940000 sec): 2 clusters
  Score: Raw -345615.812888 + Penalty 1333.303589 = -344282.509299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8055.950000 sec): 3 clusters
  Score: Raw -343813.409428 + Penalty 2666.607179 = -341146.802249
  nChanged 1440
		SP:Iteration 1F (8055.960000 sec): 3 clusters
  Score: Raw -344669.682437 + Penalty 2666.607179 = -342003.075259
  nChanged 299
		SP:Iteration 2F (8055.970000 sec): 3 clusters
  Score: Raw -344857.550121 + Penalty 2666.607179 = -342190.942942
  nChanged 206
		SP:Iteration 3F (8055.980000 sec): 3 clusters
  Score: Raw -344990.906130 + Penalty 2666.607179 = -342324.298951
  nChanged 179
		SP:Iteration 4Q (8055.990000 sec): 3 clusters
  Score: Raw -345092.091543 + Penalty 2666.607179 = -342425.484364
  nChanged 146
		SP:Iteration 5Q (8055.990000 sec): 3 clusters
  Score: Raw -345182.480173 + Penalty 2666.607179 = -342515.872994
  nChanged 138
		SP:Iteration 6Q (8056.000000 sec): 3 clusters
  Score: Raw -345278.926809 + Penalty 2666.607179 = -342612.319630
  nChanged 136
		SP:Iteration 7Q (8056.010000 sec): 3 clusters
  Score: Raw -345373.646491 + Penalty 2666.607179 = -342707.039313
  nChanged 135
		SP:Iteration 8Q (8056.020000 sec): 3 clusters
  Score: Raw -345458.481440 + Penalty 2666.607179 = -342791.874262
  nChanged 104
		SP:Iteration 9Q (8056.030000 sec): 3 clusters
  Score: Raw -345516.895764 + Penalty 2666.607179 = -342850.288586
  nChanged 91
		SP:Iteration 10Q (8056.040000 sec): 3 clusters
  Score: Raw -345571.509686 + Penalty 2666.607179 = -342904.902508
  nChanged 72
		SP:Iteration 11Q (8056.050000 sec): 3 clusters
  Score: Raw -345609.413730 + Penalty 2666.607179 = -342942.806551
  nChanged 59
		SP:Iteration 12Q (8056.050000 sec): 3 clusters
  Score: Raw -345649.566013 + Penalty 2666.607179 = -342982.958834
  nChanged 57
		SP:Iteration 13Q (8056.060000 sec): 3 clusters
  Score: Raw -345680.577159 + Penalty 2666.607179 = -343013.969980
  nChanged 50
		SP:Iteration 14Q (8056.070000 sec): 3 clusters
  Score: Raw -345705.941583 + Penalty 2666.607179 = -343039.334405
  nChanged 42
		SP:Iteration 15Q (8056.080000 sec): 3 clusters
  Score: Raw -345731.090347 + Penalty 2666.607179 = -343064.483168
  nChanged 47
		SP:Iteration 16Q (8056.090000 sec): 3 clusters
  Score: Raw -345763.264102 + Penalty 2666.607179 = -343096.656924
  nChanged 48
		SP:Iteration 17Q (8056.090000 sec): 3 clusters
  Score: Raw -345795.707919 + Penalty 2666.607179 = -343129.100740
  nChanged 48
		SP:Iteration 18Q (8056.100000 sec): 3 clusters
  Score: Raw -345818.136290 + Penalty 2666.607179 = -343151.529111
  nChanged 40
		SP:Iteration 19Q (8056.110000 sec): 3 clusters
  Score: Raw -345840.297689 + Penalty 2666.607179 = -343173.690510
  nChanged 30
		SP:Iteration 20F (8056.120000 sec): 3 clusters
  Score: Raw -345856.874717 + Penalty 2666.607179 = -343190.267539
  nChanged 24
		SP:Iteration 21Q (8056.130000 sec): 3 clusters
  Score: Raw -345870.635946 + Penalty 2666.607179 = -343204.028767
  nChanged 26
		SP:Iteration 22Q (8056.130000 sec): 3 clusters
  Score: Raw -345884.098923 + Penalty 2666.607179 = -343217.491744
  nChanged 26
		SP:Iteration 23Q (8056.150000 sec): 3 clusters
  Score: Raw -345898.296238 + Penalty 2666.607179 = -343231.689060
  nChanged 31
		SP:Iteration 24Q (8056.150000 sec): 3 clusters
  Score: Raw -345915.391903 + Penalty 2666.607179 = -343248.784724
  nChanged 26
		SP:Iteration 25Q (8056.160000 sec): 3 clusters
  Score: Raw -345930.586651 + Penalty 2666.607179 = -343263.979472
  nChanged 29
		SP:Iteration 26Q (8056.170000 sec): 3 clusters
  Score: Raw -345944.502556 + Penalty 2666.607179 = -343277.895377
  nChanged 27
		SP:Iteration 27Q (8056.180000 sec): 3 clusters
  Score: Raw -345958.581542 + Penalty 2666.607179 = -343291.974363
  nChanged 25
		SP:Iteration 28Q (8056.180000 sec): 3 clusters
  Score: Raw -345975.191894 + Penalty 2666.607179 = -343308.584715
  nChanged 33
		SP:Iteration 29Q (8056.190000 sec): 3 clusters
  Score: Raw -345990.968935 + Penalty 2666.607179 = -343324.361756
  nChanged 29
		SP:Iteration 30Q (8056.200000 sec): 3 clusters
  Score: Raw -346005.828369 + Penalty 2666.607179 = -343339.221190
  nChanged 25
		SP:Iteration 31Q (8056.210000 sec): 3 clusters
  Score: Raw -346017.743588 + Penalty 2666.607179 = -343351.136410
  nChanged 26
		SP:Iteration 32Q (8056.210000 sec): 3 clusters
  Score: Raw -346034.940467 + Penalty 2666.607179 = -343368.333288
  nChanged 29
		SP:Iteration 33Q (8056.220000 sec): 3 clusters
  Score: Raw -346049.843652 + Penalty 2666.607179 = -343383.236473
  nChanged 29
		SP:Iteration 34Q (8056.230000 sec): 3 clusters
  Score: Raw -346066.983387 + Penalty 2666.607179 = -343400.376208
  nChanged 23
		SP:Iteration 35Q (8056.240000 sec): 3 clusters
  Score: Raw -346077.725631 + Penalty 2666.607179 = -343411.118453
  nChanged 26
		SP:Iteration 36Q (8056.250000 sec): 3 clusters
  Score: Raw -346089.939257 + Penalty 2666.607179 = -343423.332079
  nChanged 24
		SP:Iteration 37Q (8056.250000 sec): 3 clusters
  Score: Raw -346102.093951 + Penalty 2666.607179 = -343435.486772
  nChanged 24
		SP:Iteration 38Q (8056.260000 sec): 3 clusters
  Score: Raw -346113.445072 + Penalty 2666.607179 = -343446.837893
  nChanged 23
		SP:Iteration 39Q (8056.270000 sec): 3 clusters
  Score: Raw -346126.299877 + Penalty 2666.607179 = -343459.692699
  nChanged 24
		SP:Iteration 40F (8056.280000 sec): 3 clusters
  Score: Raw -346137.809383 + Penalty 2666.607179 = -343471.202205
  nChanged 26
		SP:Iteration 41Q (8056.290000 sec): 3 clusters
  Score: Raw -346153.415273 + Penalty 2666.607179 = -343486.808095
  nChanged 30
		SP:Iteration 42Q (8056.290000 sec): 3 clusters
  Score: Raw -346176.335011 + Penalty 2666.607179 = -343509.727833
  nChanged 29
		SP:Iteration 43Q (8056.300000 sec): 3 clusters
  Score: Raw -346201.201869 + Penalty 2666.607179 = -343534.594690
  nChanged 45
		SP:Iteration 44Q (8056.310000 sec): 3 clusters
  Score: Raw -346235.492441 + Penalty 2666.607179 = -343568.885263
  nChanged 40
		SP:Iteration 45Q (8056.310000 sec): 3 clusters
  Score: Raw -346261.049697 + Penalty 2666.607179 = -343594.442519
  nChanged 31
		SP:Iteration 46Q (8056.320000 sec): 3 clusters
  Score: Raw -346285.665640 + Penalty 2666.607179 = -343619.058461
  nChanged 41
		SP:Iteration 47Q (8056.330000 sec): 3 clusters
  Score: Raw -346316.432634 + Penalty 2666.607179 = -343649.825455
  nChanged 37
		SP:Iteration 48Q (8056.330000 sec): 3 clusters
  Score: Raw -346340.027198 + Penalty 2666.607179 = -343673.420019
  nChanged 25
		SP:Iteration 49Q (8056.340000 sec): 3 clusters
  Score: Raw -346355.888498 + Penalty 2666.607179 = -343689.281319
  nChanged 31
		SP:Iteration 50Q (8056.350000 sec): 3 clusters
  Score: Raw -346372.764523 + Penalty 2666.607179 = -343706.157344
  nChanged 24
		SP:Iteration 51Q (8056.360000 sec): 3 clusters
  Score: Raw -346382.662214 + Penalty 2666.607179 = -343716.055035
  nChanged 20
		SP:Iteration 52Q (8056.370000 sec): 3 clusters
  Score: Raw -346391.936353 + Penalty 2666.607179 = -343725.329175
  nChanged 22
		SP:Iteration 53Q (8056.370000 sec): 3 clusters
  Score: Raw -346401.515039 + Penalty 2666.607179 = -343734.907860
  nChanged 14
		SP:Iteration 54Q (8056.380000 sec): 3 clusters
  Score: Raw -346406.873013 + Penalty 2666.607179 = -343740.265834
  nChanged 11
		SP:Iteration 55Q (8056.390000 sec): 3 clusters
  Score: Raw -346410.884012 + Penalty 2666.607179 = -343744.276833
  nChanged 10
		SP:Iteration 56Q (8056.390000 sec): 3 clusters
  Score: Raw -346416.030378 + Penalty 2666.607179 = -343749.423200
  nChanged 10
		SP:Iteration 57Q (8056.400000 sec): 3 clusters
  Score: Raw -346418.898740 + Penalty 2666.607179 = -343752.291561
  nChanged 5
		SP:Iteration 58Q (8056.410000 sec): 3 clusters
  Score: Raw -346419.971029 + Penalty 2666.607179 = -343753.363850
  nChanged 2
		SP:Iteration 59Q (8056.410000 sec): 3 clusters
  Score: Raw -346420.299989 + Penalty 2666.607179 = -343753.692811
  nChanged 1
		SP:Iteration 60F (8056.420000 sec): 3 clusters
  Score: Raw -346420.425192 + Penalty 2666.607179 = -343753.818013
  nChanged 1
		SP:Iteration 61Q (8056.430000 sec): 3 clusters
  Score: Raw -346421.049166 + Penalty 2666.607179 = -343754.441987
  nChanged 2
		SP:Iteration 62Q (8056.440000 sec): 3 clusters
  Score: Raw -346422.195535 + Penalty 2666.607179 = -343755.588356
  nChanged 5
		SP:Iteration 63Q (8056.440000 sec): 3 clusters
  Score: Raw -346423.905613 + Penalty 2666.607179 = -343757.298434
  nChanged 6
		SP:Iteration 64Q (8056.450000 sec): 3 clusters
  Score: Raw -346425.824484 + Penalty 2666.607179 = -343759.217306
  nChanged 3
		SP:Iteration 65Q (8056.460000 sec): 3 clusters
  Score: Raw -346426.523325 + Penalty 2666.607179 = -343759.916146
  nChanged 3
		SP:Iteration 66Q (8056.470000 sec): 3 clusters
  Score: Raw -346427.355622 + Penalty 2666.607179 = -343760.748444
  nChanged 1
		SP:Iteration 67Q (8056.470000 sec): 3 clusters
  Score: Raw -346428.189080 + Penalty 2666.607179 = -343761.581901
  nChanged 1
		SP:Iteration 68Q (8056.480000 sec): 3 clusters
  Score: Raw -346428.485798 + Penalty 2666.607179 = -343761.878619
  nChanged 2
		SP:Iteration 69Q (8056.490000 sec): 3 clusters
  Score: Raw -346428.842720 + Penalty 2666.607179 = -343762.235541
  nChanged 3
		SP:Iteration 70Q (8056.490000 sec): 3 clusters
  Score: Raw -346430.059100 + Penalty 2666.607179 = -343763.451921
  nChanged 6
		SP:Iteration 71Q (8056.500000 sec): 3 clusters
  Score: Raw -346432.087030 + Penalty 2666.607179 = -343765.479851
  nChanged 6
		SP:Iteration 72Q (8056.510000 sec): 3 clusters
  Score: Raw -346435.009696 + Penalty 2666.607179 = -343768.402517
  nChanged 6
		SP:Iteration 73Q (8056.510000 sec): 3 clusters
  Score: Raw -346436.614601 + Penalty 2666.607179 = -343770.007422
  nChanged 3
		SP:Iteration 74Q (8056.520000 sec): 3 clusters
  Score: Raw -346437.269760 + Penalty 2666.607179 = -343770.662582
  nChanged 1
		SP:Iteration 75Q (8056.530000 sec): 3 clusters
  Score: Raw -346437.578345 + Penalty 2666.607179 = -343770.971166
  nChanged 1
		SP:Iteration 76Q (8056.530000 sec): 3 clusters
  Score: Raw -346438.013991 + Penalty 2666.607179 = -343771.406812
  nChanged 1
		SP:Iteration 77Q (8056.540000 sec): 3 clusters
  Score: Raw -346438.238308 + Penalty 2666.607179 = -343771.631130
  nChanged 0
		SP:Iteration 78F (8056.550000 sec): 3 clusters
  Score: Raw -346438.238308 + Penalty 2666.607179 = -343771.631130
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8056.560000 sec): 2 clusters
  Score: Raw -126106.126131 + Penalty 1168.117070 = -124938.009062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8056.560000 sec): 3 clusters
  Score: Raw -125627.143838 + Penalty 2336.234139 = -123290.909698
  nChanged 416
		SP:Iteration 1F (8056.560000 sec): 3 clusters
  Score: Raw -125938.584754 + Penalty 2336.234139 = -123602.350615
  nChanged 99
		SP:Iteration 2F (8056.570000 sec): 3 clusters
  Score: Raw -126031.438762 + Penalty 2336.234139 = -123695.204623
  nChanged 64
		SP:Iteration 3Q (8056.570000 sec): 3 clusters
  Score: Raw -126085.422910 + Penalty 2336.234139 = -123749.188771
  nChanged 43
		SP:Iteration 4Q (8056.570000 sec): 3 clusters
  Score: Raw -126124.348695 + Penalty 2336.234139 = -123788.114556
  nChanged 31
		SP:Iteration 5Q (8056.570000 sec): 3 clusters
  Score: Raw -126155.721506 + Penalty 2336.234139 = -123819.487367
  nChanged 23
		SP:Iteration 6Q (8056.580000 sec): 3 clusters
  Score: Raw -126179.797082 + Penalty 2336.234139 = -123843.562943
  nChanged 28
		SP:Iteration 7Q (8056.580000 sec): 3 clusters
  Score: Raw -126202.330056 + Penalty 2336.234139 = -123866.095916
  nChanged 25
		SP:Iteration 8Q (8056.590000 sec): 3 clusters
  Score: Raw -126226.034164 + Penalty 2336.234139 = -123889.800024
  nChanged 17
		SP:Iteration 9Q (8056.590000 sec): 3 clusters
  Score: Raw -126240.429305 + Penalty 2336.234139 = -123904.195165
  nChanged 14
		SP:Iteration 10Q (8056.590000 sec): 3 clusters
  Score: Raw -126251.423032 + Penalty 2336.234139 = -123915.188892
  nChanged 16
		SP:Iteration 11Q (8056.590000 sec): 3 clusters
  Score: Raw -126264.567382 + Penalty 2336.234139 = -123928.333242
  nChanged 12
		SP:Iteration 12Q (8056.600000 sec): 3 clusters
  Score: Raw -126271.574528 + Penalty 2336.234139 = -123935.340389
  nChanged 6
		SP:Iteration 13Q (8056.600000 sec): 3 clusters
  Score: Raw -126275.469540 + Penalty 2336.234139 = -123939.235401
  nChanged 4
		SP:Iteration 14Q (8056.600000 sec): 3 clusters
  Score: Raw -126278.236651 + Penalty 2336.234139 = -123942.002512
  nChanged 3
		SP:Iteration 15Q (8056.610000 sec): 3 clusters
  Score: Raw -126279.425944 + Penalty 2336.234139 = -123943.191805
  nChanged 1
		SP:Iteration 16Q (8056.610000 sec): 3 clusters
  Score: Raw -126279.821169 + Penalty 2336.234139 = -123943.587030
  nChanged 0
		SP:Iteration 17F (8056.610000 sec): 3 clusters
  Score: Raw -126279.821169 + Penalty 2336.234139 = -123943.587030
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8056.640000 sec): 2 clusters
  Score: Raw -982450.119939 + Penalty 1492.315974 = -980957.803965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8056.670000 sec): 3 clusters
  Score: Raw -976912.932909 + Penalty 2984.631948 = -973928.300961
  nChanged 4245
		SP:Iteration 1F (8056.690000 sec): 3 clusters
  Score: Raw -979361.439668 + Penalty 2984.631948 = -976376.807720
  nChanged 729
		SP:Iteration 2F (8056.710000 sec): 3 clusters
  Score: Raw -979843.936776 + Penalty 2984.631948 = -976859.304827
  nChanged 753
		SP:Iteration 3F (8056.730000 sec): 3 clusters
  Score: Raw -980411.892055 + Penalty 2984.631948 = -977427.260106
  nChanged 731
		SP:Iteration 4F (8056.760000 sec): 3 clusters
  Score: Raw -980950.536603 + Penalty 2984.631948 = -977965.904654
  nChanged 640
		SP:Iteration 5F (8056.780000 sec): 3 clusters
  Score: Raw -981357.151061 + Penalty 2984.631948 = -978372.519113
  nChanged 537
		SP:Iteration 6F (8056.800000 sec): 3 clusters
  Score: Raw -981686.598526 + Penalty 2984.631948 = -978701.966577
  nChanged 448
		SP:Iteration 7Q (8056.830000 sec): 3 clusters
  Score: Raw -981924.267157 + Penalty 2984.631948 = -978939.635209
  nChanged 365
		SP:Iteration 8Q (8056.850000 sec): 3 clusters
  Score: Raw -982098.235960 + Penalty 2984.631948 = -979113.604012
  nChanged 275
		SP:Iteration 9Q (8056.870000 sec): 3 clusters
  Score: Raw -982217.804747 + Penalty 2984.631948 = -979233.172798
  nChanged 226
		SP:Iteration 10Q (8056.890000 sec): 3 clusters
  Score: Raw -982311.666369 + Penalty 2984.631948 = -979327.034421
  nChanged 193
		SP:Iteration 11Q (8056.920000 sec): 3 clusters
  Score: Raw -982391.574905 + Penalty 2984.631948 = -979406.942957
  nChanged 173
		SP:Iteration 12Q (8056.940000 sec): 3 clusters
  Score: Raw -982460.001122 + Penalty 2984.631948 = -979475.369174
  nChanged 143
		SP:Iteration 13Q (8056.970000 sec): 3 clusters
  Score: Raw -982514.831973 + Penalty 2984.631948 = -979530.200024
  nChanged 128
		SP:Iteration 14Q (8056.990000 sec): 3 clusters
  Score: Raw -982562.526686 + Penalty 2984.631948 = -979577.894738
  nChanged 114
		SP:Iteration 15Q (8057.010000 sec): 3 clusters
  Score: Raw -982601.869583 + Penalty 2984.631948 = -979617.237635
  nChanged 99
		SP:Iteration 16Q (8057.030000 sec): 3 clusters
  Score: Raw -982635.437813 + Penalty 2984.631948 = -979650.805865
  nChanged 85
		SP:Iteration 17Q (8057.050000 sec): 3 clusters
  Score: Raw -982661.468414 + Penalty 2984.631948 = -979676.836466
  nChanged 66
		SP:Iteration 18Q (8057.080000 sec): 3 clusters
  Score: Raw -982683.172873 + Penalty 2984.631948 = -979698.540925
  nChanged 62
		SP:Iteration 19Q (8057.100000 sec): 3 clusters
  Score: Raw -982703.918302 + Penalty 2984.631948 = -979719.286354
  nChanged 47
		SP:Iteration 20F (8057.130000 sec): 3 clusters
  Score: Raw -982716.235463 + Penalty 2984.631948 = -979731.603514
  nChanged 42
		SP:Iteration 21Q (8057.150000 sec): 3 clusters
  Score: Raw -982727.532386 + Penalty 2984.631948 = -979742.900437
  nChanged 30
		SP:Iteration 22Q (8057.170000 sec): 3 clusters
  Score: Raw -982735.647217 + Penalty 2984.631948 = -979751.015269
  nChanged 23
		SP:Iteration 23Q (8057.190000 sec): 3 clusters
  Score: Raw -982740.709068 + Penalty 2984.631948 = -979756.077120
  nChanged 13
		SP:Iteration 24Q (8057.210000 sec): 3 clusters
  Score: Raw -982743.095984 + Penalty 2984.631948 = -979758.464036
  nChanged 10
		SP:Iteration 25Q (8057.240000 sec): 3 clusters
  Score: Raw -982745.208568 + Penalty 2984.631948 = -979760.576619
  nChanged 7
		SP:Iteration 26Q (8057.260000 sec): 3 clusters
  Score: Raw -982746.780225 + Penalty 2984.631948 = -979762.148277
  nChanged 6
		SP:Iteration 27Q (8057.280000 sec): 3 clusters
  Score: Raw -982748.368641 + Penalty 2984.631948 = -979763.736693
  nChanged 6
		SP:Iteration 28Q (8057.310000 sec): 3 clusters
  Score: Raw -982749.794569 + Penalty 2984.631948 = -979765.162621
  nChanged 6
		SP:Iteration 29Q (8057.330000 sec): 3 clusters
  Score: Raw -982751.047945 + Penalty 2984.631948 = -979766.415996
  nChanged 8
		SP:Iteration 30Q (8057.350000 sec): 3 clusters
  Score: Raw -982752.771219 + Penalty 2984.631948 = -979768.139270
  nChanged 4
		SP:Iteration 31Q (8057.370000 sec): 3 clusters
  Score: Raw -982753.366927 + Penalty 2984.631948 = -979768.734979
  nChanged 0
		SP:Iteration 32F (8057.400000 sec): 3 clusters
  Score: Raw -982753.366927 + Penalty 2984.631948 = -979768.734979
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8057.410000 sec): 2 clusters
  Score: Raw -304723.280500 + Penalty 1309.169350 = -303414.111150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8057.420000 sec): 3 clusters
  Score: Raw -303245.475717 + Penalty 2618.338699 = -300627.137018
  nChanged 1177
		SP:Iteration 1F (8057.430000 sec): 3 clusters
  Score: Raw -303952.595499 + Penalty 2618.338699 = -301334.256799
  nChanged 251
		SP:Iteration 2F (8057.430000 sec): 3 clusters
  Score: Raw -304102.750747 + Penalty 2618.338699 = -301484.412047
  nChanged 169
		SP:Iteration 3F (8057.440000 sec): 3 clusters
  Score: Raw -304200.217797 + Penalty 2618.338699 = -301581.879098
  nChanged 137
		SP:Iteration 4Q (8057.450000 sec): 3 clusters
  Score: Raw -304289.134760 + Penalty 2618.338699 = -301670.796060
  nChanged 132
		SP:Iteration 5Q (8057.460000 sec): 3 clusters
  Score: Raw -304395.162541 + Penalty 2618.338699 = -301776.823842
  nChanged 148
		SP:Iteration 6Q (8057.460000 sec): 3 clusters
  Score: Raw -304516.341757 + Penalty 2618.338699 = -301898.003057
  nChanged 158
		SP:Iteration 7F (8057.470000 sec): 3 clusters
  Score: Raw -304657.946396 + Penalty 2618.338699 = -302039.607697
  nChanged 163
		SP:Iteration 8F (8057.480000 sec): 3 clusters
  Score: Raw -304816.155722 + Penalty 2618.338699 = -302197.817023
  nChanged 168
		SP:Iteration 9F (8057.490000 sec): 3 clusters
  Score: Raw -304978.348509 + Penalty 2618.338699 = -302360.009810
  nChanged 145
		SP:Iteration 10Q (8057.490000 sec): 3 clusters
  Score: Raw -305116.858347 + Penalty 2618.338699 = -302498.519647
  nChanged 135
		SP:Iteration 11Q (8057.500000 sec): 3 clusters
  Score: Raw -305261.675208 + Penalty 2618.338699 = -302643.336509
  nChanged 118
		SP:Iteration 12Q (8057.510000 sec): 3 clusters
  Score: Raw -305366.022183 + Penalty 2618.338699 = -302747.683484
  nChanged 78
		SP:Iteration 13Q (8057.510000 sec): 3 clusters
  Score: Raw -305422.367269 + Penalty 2618.338699 = -302804.028569
  nChanged 50
		SP:Iteration 14Q (8057.520000 sec): 3 clusters
  Score: Raw -305452.597085 + Penalty 2618.338699 = -302834.258386
  nChanged 37
		SP:Iteration 15Q (8057.530000 sec): 3 clusters
  Score: Raw -305471.546144 + Penalty 2618.338699 = -302853.207444
  nChanged 26
		SP:Iteration 16Q (8057.530000 sec): 3 clusters
  Score: Raw -305483.585288 + Penalty 2618.338699 = -302865.246588
  nChanged 17
		SP:Iteration 17Q (8057.540000 sec): 3 clusters
  Score: Raw -305489.781417 + Penalty 2618.338699 = -302871.442717
  nChanged 9
		SP:Iteration 18Q (8057.550000 sec): 3 clusters
  Score: Raw -305492.949896 + Penalty 2618.338699 = -302874.611196
  nChanged 4
		SP:Iteration 19Q (8057.560000 sec): 3 clusters
  Score: Raw -305494.512586 + Penalty 2618.338699 = -302876.173887
  nChanged 5
		SP:Iteration 20F (8057.570000 sec): 3 clusters
  Score: Raw -305496.889598 + Penalty 2618.338699 = -302878.550899
  nChanged 7
		SP:Iteration 21Q (8057.570000 sec): 3 clusters
  Score: Raw -305499.842361 + Penalty 2618.338699 = -302881.503661
  nChanged 9
		SP:Iteration 22Q (8057.580000 sec): 3 clusters
  Score: Raw -305502.800026 + Penalty 2618.338699 = -302884.461326
  nChanged 6
		SP:Iteration 23Q (8057.590000 sec): 3 clusters
  Score: Raw -305505.166199 + Penalty 2618.338699 = -302886.827499
  nChanged 12
		SP:Iteration 24Q (8057.590000 sec): 3 clusters
  Score: Raw -305511.515991 + Penalty 2618.338699 = -302893.177292
  nChanged 11
		SP:Iteration 25Q (8057.600000 sec): 3 clusters
  Score: Raw -305515.473882 + Penalty 2618.338699 = -302897.135183
  nChanged 6
		SP:Iteration 26Q (8057.610000 sec): 3 clusters
  Score: Raw -305518.226284 + Penalty 2618.338699 = -302899.887584
  nChanged 3
		SP:Iteration 27Q (8057.610000 sec): 3 clusters
  Score: Raw -305519.545341 + Penalty 2618.338699 = -302901.206641
  nChanged 4
		SP:Iteration 28Q (8057.620000 sec): 3 clusters
  Score: Raw -305521.668191 + Penalty 2618.338699 = -302903.329491
  nChanged 7
		SP:Iteration 29Q (8057.630000 sec): 3 clusters
  Score: Raw -305523.839519 + Penalty 2618.338699 = -302905.500820
  nChanged 4
		SP:Iteration 30Q (8057.630000 sec): 3 clusters
  Score: Raw -305525.469453 + Penalty 2618.338699 = -302907.130753
  nChanged 6
		SP:Iteration 31Q (8057.640000 sec): 3 clusters
  Score: Raw -305526.895177 + Penalty 2618.338699 = -302908.556478
  nChanged 3
		SP:Iteration 32Q (8057.650000 sec): 3 clusters
  Score: Raw -305528.618969 + Penalty 2618.338699 = -302910.280270
  nChanged 4
		SP:Iteration 33Q (8057.660000 sec): 3 clusters
  Score: Raw -305530.623050 + Penalty 2618.338699 = -302912.284351
  nChanged 3
		SP:Iteration 34Q (8057.660000 sec): 3 clusters
  Score: Raw -305531.525103 + Penalty 2618.338699 = -302913.186403
  nChanged 6
		SP:Iteration 35Q (8057.670000 sec): 3 clusters
  Score: Raw -305533.193282 + Penalty 2618.338699 = -302914.854582
  nChanged 4
		SP:Iteration 36Q (8057.680000 sec): 3 clusters
  Score: Raw -305534.729051 + Penalty 2618.338699 = -302916.390351
  nChanged 2
		SP:Iteration 37Q (8057.690000 sec): 3 clusters
  Score: Raw -305535.522188 + Penalty 2618.338699 = -302917.183489
  nChanged 2
		SP:Iteration 38Q (8057.690000 sec): 3 clusters
  Score: Raw -305535.951948 + Penalty 2618.338699 = -302917.613248
  nChanged 0
		SP:Iteration 39F (8057.700000 sec): 3 clusters
  Score: Raw -305535.951948 + Penalty 2618.338699 = -302917.613248
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8057.780000 sec): 2 clusters
  Score: Raw -2462244.854749 + Penalty 1645.837347 = -2460599.017403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8057.840000 sec): 3 clusters
  Score: Raw -2446927.510395 + Penalty 3291.674693 = -2443635.835702
  nChanged 11481
		SP:Iteration 1F (8057.900000 sec): 3 clusters
  Score: Raw -2453290.200077 + Penalty 3291.674693 = -2449998.525384
  nChanged 1232
		SP:Iteration 2Q (8057.970000 sec): 3 clusters
  Score: Raw -2453715.699955 + Penalty 3291.674693 = -2450424.025261
  nChanged 1115
		SP:Iteration 3Q (8058.030000 sec): 3 clusters
  Score: Raw -2454106.315285 + Penalty 3291.674693 = -2450814.640592
  nChanged 1077
		SP:Iteration 4Q (8058.090000 sec): 3 clusters
  Score: Raw -2454503.695317 + Penalty 3291.674693 = -2451212.020624
  nChanged 1013
		SP:Iteration 5Q (8058.160000 sec): 3 clusters
  Score: Raw -2454878.456263 + Penalty 3291.674693 = -2451586.781570
  nChanged 1005
		SP:Iteration 6Q (8058.220000 sec): 3 clusters
  Score: Raw -2455293.330921 + Penalty 3291.674693 = -2452001.656228
  nChanged 977
		SP:Iteration 7Q (8058.290000 sec): 3 clusters
  Score: Raw -2455760.593930 + Penalty 3291.674693 = -2452468.919237
  nChanged 1103
		SP:Iteration 8Q (8058.350000 sec): 3 clusters
  Score: Raw -2456336.815936 + Penalty 3291.674693 = -2453045.141242
  nChanged 1200
		SP:Iteration 9Q (8058.410000 sec): 3 clusters
  Score: Raw -2456991.033764 + Penalty 3291.674693 = -2453699.359071
  nChanged 1173
		SP:Iteration 10Q (8058.480000 sec): 3 clusters
  Score: Raw -2457627.423367 + Penalty 3291.674693 = -2454335.748674
  nChanged 1112
		SP:Iteration 11Q (8058.540000 sec): 3 clusters
  Score: Raw -2458258.358089 + Penalty 3291.674693 = -2454966.683396
  nChanged 1092
		SP:Iteration 12Q (8058.600000 sec): 3 clusters
  Score: Raw -2458861.970106 + Penalty 3291.674693 = -2455570.295413
  nChanged 1076
		SP:Iteration 13Q (8058.660000 sec): 3 clusters
  Score: Raw -2459459.205343 + Penalty 3291.674693 = -2456167.530650
  nChanged 982
		SP:Iteration 14Q (8058.720000 sec): 3 clusters
  Score: Raw -2460038.613334 + Penalty 3291.674693 = -2456746.938640
  nChanged 916
		SP:Iteration 15Q (8058.780000 sec): 3 clusters
  Score: Raw -2460615.960693 + Penalty 3291.674693 = -2457324.286000
  nChanged 816
		SP:Iteration 16Q (8058.840000 sec): 3 clusters
  Score: Raw -2461126.687102 + Penalty 3291.674693 = -2457835.012409
  nChanged 617
		SP:Iteration 17Q (8058.890000 sec): 3 clusters
  Score: Raw -2461510.912826 + Penalty 3291.674693 = -2458219.238133
  nChanged 492
		SP:Iteration 18Q (8058.950000 sec): 3 clusters
  Score: Raw -2461855.172508 + Penalty 3291.674693 = -2458563.497815
  nChanged 370
		SP:Iteration 19Q (8059.010000 sec): 3 clusters
  Score: Raw -2462124.970776 + Penalty 3291.674693 = -2458833.296083
  nChanged 271
		SP:Iteration 20F (8059.070000 sec): 3 clusters
  Score: Raw -2462338.155479 + Penalty 3291.674693 = -2459046.480785
  nChanged 218
		SP:Iteration 21Q (8059.110000 sec): 3 clusters
  Score: Raw -2462489.586936 + Penalty 3291.674693 = -2459197.912243
  nChanged 165
		SP:Iteration 22Q (8059.160000 sec): 3 clusters
  Score: Raw -2462579.994361 + Penalty 3291.674693 = -2459288.319668
  nChanged 149
		SP:Iteration 23Q (8059.210000 sec): 3 clusters
  Score: Raw -2462651.786671 + Penalty 3291.674693 = -2459360.111978
  nChanged 109
		SP:Iteration 24Q (8059.260000 sec): 3 clusters
  Score: Raw -2462699.088380 + Penalty 3291.674693 = -2459407.413687
  nChanged 90
		SP:Iteration 25Q (8059.300000 sec): 3 clusters
  Score: Raw -2462730.069223 + Penalty 3291.674693 = -2459438.394530
  nChanged 80
		SP:Iteration 26Q (8059.350000 sec): 3 clusters
  Score: Raw -2462759.414016 + Penalty 3291.674693 = -2459467.739323
  nChanged 62
		SP:Iteration 27Q (8059.390000 sec): 3 clusters
  Score: Raw -2462777.453970 + Penalty 3291.674693 = -2459485.779277
  nChanged 47
		SP:Iteration 28Q (8059.440000 sec): 3 clusters
  Score: Raw -2462788.875754 + Penalty 3291.674693 = -2459497.201061
  nChanged 35
		SP:Iteration 29Q (8059.490000 sec): 3 clusters
  Score: Raw -2462797.826260 + Penalty 3291.674693 = -2459506.151566
  nChanged 28
		SP:Iteration 30Q (8059.530000 sec): 3 clusters
  Score: Raw -2462804.321838 + Penalty 3291.674693 = -2459512.647145
  nChanged 18
		SP:Iteration 31Q (8059.580000 sec): 3 clusters
  Score: Raw -2462807.628472 + Penalty 3291.674693 = -2459515.953779
  nChanged 11
		SP:Iteration 32Q (8059.620000 sec): 3 clusters
  Score: Raw -2462810.330425 + Penalty 3291.674693 = -2459518.655732
  nChanged 16
		SP:Iteration 33Q (8059.670000 sec): 3 clusters
  Score: Raw -2462814.008531 + Penalty 3291.674693 = -2459522.333838
  nChanged 12
		SP:Iteration 34Q (8059.710000 sec): 3 clusters
  Score: Raw -2462815.385650 + Penalty 3291.674693 = -2459523.710957
  nChanged 6
		SP:Iteration 35Q (8059.760000 sec): 3 clusters
  Score: Raw -2462815.962362 + Penalty 3291.674693 = -2459524.287668
  nChanged 3
		SP:Iteration 36Q (8059.800000 sec): 3 clusters
  Score: Raw -2462816.271757 + Penalty 3291.674693 = -2459524.597064
  nChanged 0
		SP:Iteration 37F (8059.870000 sec): 3 clusters
  Score: Raw -2462816.271757 + Penalty 3291.674693 = -2459524.597064
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8059.880000 sec): 2 clusters
  Score: Raw -23839.963868 + Penalty 914.488431 = -22925.475438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8059.880000 sec): 3 clusters
  Score: Raw -23929.004487 + Penalty 1828.976862 = -22100.027625
  nChanged 59
		SP:Iteration 1F (8059.880000 sec): 3 clusters
  Score: Raw -24083.217767 + Penalty 1828.976862 = -22254.240905
  nChanged 11
		SP:Iteration 2Q (8059.890000 sec): 3 clusters
  Score: Raw -24114.996967 + Penalty 1828.976862 = -22286.020105
  nChanged 7
		SP:Iteration 3Q (8059.890000 sec): 3 clusters
  Score: Raw -24129.832453 + Penalty 1828.976862 = -22300.855591
  nChanged 0
		SP:Iteration 4F (8059.890000 sec): 3 clusters
  Score: Raw -24129.832453 + Penalty 1828.976862 = -22300.855591
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8059.910000 sec): 2 clusters
  Score: Raw -632873.563532 + Penalty 1426.327709 = -631447.235822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8059.920000 sec): 3 clusters
  Score: Raw -629428.844463 + Penalty 2852.655418 = -626576.189045
  nChanged 2691
		SP:Iteration 1F (8059.940000 sec): 3 clusters
  Score: Raw -631069.993948 + Penalty 2852.655418 = -628217.338530
  nChanged 499
		SP:Iteration 2F (8059.950000 sec): 3 clusters
  Score: Raw -631378.782111 + Penalty 2852.655418 = -628526.126693
  nChanged 400
		SP:Iteration 3F (8059.970000 sec): 3 clusters
  Score: Raw -631612.267516 + Penalty 2852.655418 = -628759.612097
  nChanged 317
		SP:Iteration 4Q (8059.990000 sec): 3 clusters
  Score: Raw -631810.500932 + Penalty 2852.655418 = -628957.845514
  nChanged 306
		SP:Iteration 5Q (8060.000000 sec): 3 clusters
  Score: Raw -632018.584485 + Penalty 2852.655418 = -629165.929067
  nChanged 275
		SP:Iteration 6Q (8060.010000 sec): 3 clusters
  Score: Raw -632203.673702 + Penalty 2852.655418 = -629351.018284
  nChanged 259
		SP:Iteration 7Q (8060.030000 sec): 3 clusters
  Score: Raw -632395.487958 + Penalty 2852.655418 = -629542.832539
  nChanged 228
		SP:Iteration 8Q (8060.050000 sec): 3 clusters
  Score: Raw -632571.206671 + Penalty 2852.655418 = -629718.551253
  nChanged 214
		SP:Iteration 9Q (8060.060000 sec): 3 clusters
  Score: Raw -632717.978477 + Penalty 2852.655418 = -629865.323059
  nChanged 162
		SP:Iteration 10Q (8060.070000 sec): 3 clusters
  Score: Raw -632836.035710 + Penalty 2852.655418 = -629983.380292
  nChanged 131
		SP:Iteration 11Q (8060.090000 sec): 3 clusters
  Score: Raw -632932.665558 + Penalty 2852.655418 = -630080.010140
  nChanged 95
		SP:Iteration 12Q (8060.100000 sec): 3 clusters
  Score: Raw -632999.900943 + Penalty 2852.655418 = -630147.245524
  nChanged 98
		SP:Iteration 13Q (8060.120000 sec): 3 clusters
  Score: Raw -633053.514283 + Penalty 2852.655418 = -630200.858865
  nChanged 59
		SP:Iteration 14Q (8060.130000 sec): 3 clusters
  Score: Raw -633079.363146 + Penalty 2852.655418 = -630226.707728
  nChanged 44
		SP:Iteration 15Q (8060.150000 sec): 3 clusters
  Score: Raw -633103.553538 + Penalty 2852.655418 = -630250.898120
  nChanged 43
		SP:Iteration 16Q (8060.160000 sec): 3 clusters
  Score: Raw -633126.291785 + Penalty 2852.655418 = -630273.636366
  nChanged 32
		SP:Iteration 17Q (8060.170000 sec): 3 clusters
  Score: Raw -633138.970536 + Penalty 2852.655418 = -630286.315118
  nChanged 25
		SP:Iteration 18Q (8060.190000 sec): 3 clusters
  Score: Raw -633152.914047 + Penalty 2852.655418 = -630300.258629
  nChanged 32
		SP:Iteration 19Q (8060.200000 sec): 3 clusters
  Score: Raw -633167.567712 + Penalty 2852.655418 = -630314.912294
  nChanged 21
		SP:Iteration 20F (8060.210000 sec): 3 clusters
  Score: Raw -633178.715826 + Penalty 2852.655418 = -630326.060407
  nChanged 20
		SP:Iteration 21Q (8060.230000 sec): 3 clusters
  Score: Raw -633188.272047 + Penalty 2852.655418 = -630335.616629
  nChanged 17
		SP:Iteration 22Q (8060.240000 sec): 3 clusters
  Score: Raw -633194.887333 + Penalty 2852.655418 = -630342.231914
  nChanged 10
		SP:Iteration 23Q (8060.250000 sec): 3 clusters
  Score: Raw -633199.049333 + Penalty 2852.655418 = -630346.393915
  nChanged 7
		SP:Iteration 24Q (8060.270000 sec): 3 clusters
  Score: Raw -633201.720663 + Penalty 2852.655418 = -630349.065245
  nChanged 7
		SP:Iteration 25Q (8060.280000 sec): 3 clusters
  Score: Raw -633204.307525 + Penalty 2852.655418 = -630351.652106
  nChanged 3
		SP:Iteration 26Q (8060.290000 sec): 3 clusters
  Score: Raw -633205.139124 + Penalty 2852.655418 = -630352.483706
  nChanged 4
		SP:Iteration 27Q (8060.310000 sec): 3 clusters
  Score: Raw -633206.534031 + Penalty 2852.655418 = -630353.878613
  nChanged 4
		SP:Iteration 28Q (8060.320000 sec): 3 clusters
  Score: Raw -633208.389189 + Penalty 2852.655418 = -630355.733771
  nChanged 3
		SP:Iteration 29Q (8060.330000 sec): 3 clusters
  Score: Raw -633210.211559 + Penalty 2852.655418 = -630357.556141
  nChanged 7
		SP:Iteration 30Q (8060.350000 sec): 3 clusters
  Score: Raw -633213.274733 + Penalty 2852.655418 = -630360.619315
  nChanged 4
		SP:Iteration 31Q (8060.360000 sec): 3 clusters
  Score: Raw -633215.473610 + Penalty 2852.655418 = -630362.818192
  nChanged 6
		SP:Iteration 32Q (8060.370000 sec): 3 clusters
  Score: Raw -633218.234199 + Penalty 2852.655418 = -630365.578780
  nChanged 4
		SP:Iteration 33Q (8060.390000 sec): 3 clusters
  Score: Raw -633219.175574 + Penalty 2852.655418 = -630366.520156
  nChanged 3
		SP:Iteration 34Q (8060.400000 sec): 3 clusters
  Score: Raw -633220.464424 + Penalty 2852.655418 = -630367.809006
  nChanged 2
		SP:Iteration 35Q (8060.410000 sec): 3 clusters
  Score: Raw -633221.411788 + Penalty 2852.655418 = -630368.756370
  nChanged 3
		SP:Iteration 36Q (8060.430000 sec): 3 clusters
  Score: Raw -633222.285530 + Penalty 2852.655418 = -630369.630112
  nChanged 2
		SP:Iteration 37Q (8060.440000 sec): 3 clusters
  Score: Raw -633223.002687 + Penalty 2852.655418 = -630370.347269
  nChanged 3
		SP:Iteration 38Q (8060.450000 sec): 3 clusters
  Score: Raw -633224.429156 + Penalty 2852.655418 = -630371.773738
  nChanged 2
		SP:Iteration 39Q (8060.470000 sec): 3 clusters
  Score: Raw -633225.085306 + Penalty 2852.655418 = -630372.429888
  nChanged 1
		SP:Iteration 40F (8060.480000 sec): 3 clusters
  Score: Raw -633225.494938 + Penalty 2852.655418 = -630372.839520
  nChanged 2
		SP:Iteration 41Q (8060.490000 sec): 3 clusters
  Score: Raw -633226.067327 + Penalty 2852.655418 = -630373.411908
  nChanged 0
		SP:Iteration 42F (8060.510000 sec): 3 clusters
  Score: Raw -633226.067327 + Penalty 2852.655418 = -630373.411908
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8060.520000 sec): 2 clusters
  Score: Raw -154959.387739 + Penalty 1205.551893 = -153753.835845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8060.530000 sec): 3 clusters
  Score: Raw -154291.948047 + Penalty 2411.103787 = -151880.844260
  nChanged 561
		SP:Iteration 1F (8060.530000 sec): 3 clusters
  Score: Raw -154691.847727 + Penalty 2411.103787 = -152280.743940
  nChanged 142
		SP:Iteration 2F (8060.530000 sec): 3 clusters
  Score: Raw -154822.373287 + Penalty 2411.103787 = -152411.269500
  nChanged 101
		SP:Iteration 3F (8060.540000 sec): 3 clusters
  Score: Raw -154937.187030 + Penalty 2411.103787 = -152526.083243
  nChanged 77
		SP:Iteration 4Q (8060.540000 sec): 3 clusters
  Score: Raw -155026.550602 + Penalty 2411.103787 = -152615.446815
  nChanged 63
		SP:Iteration 5Q (8060.550000 sec): 3 clusters
  Score: Raw -155097.221753 + Penalty 2411.103787 = -152686.117966
  nChanged 55
		SP:Iteration 6Q (8060.550000 sec): 3 clusters
  Score: Raw -155153.274521 + Penalty 2411.103787 = -152742.170735
  nChanged 51
		SP:Iteration 7Q (8060.550000 sec): 3 clusters
  Score: Raw -155203.542381 + Penalty 2411.103787 = -152792.438594
  nChanged 41
		SP:Iteration 8Q (8060.550000 sec): 3 clusters
  Score: Raw -155248.105911 + Penalty 2411.103787 = -152837.002124
  nChanged 40
		SP:Iteration 9Q (8060.560000 sec): 3 clusters
  Score: Raw -155290.745259 + Penalty 2411.103787 = -152879.641472
  nChanged 24
		SP:Iteration 10Q (8060.560000 sec): 3 clusters
  Score: Raw -155321.626192 + Penalty 2411.103787 = -152910.522406
  nChanged 30
		SP:Iteration 11Q (8060.570000 sec): 3 clusters
  Score: Raw -155355.245675 + Penalty 2411.103787 = -152944.141889
  nChanged 31
		SP:Iteration 12Q (8060.570000 sec): 3 clusters
  Score: Raw -155392.261121 + Penalty 2411.103787 = -152981.157334
  nChanged 31
		SP:Iteration 13Q (8060.570000 sec): 3 clusters
  Score: Raw -155425.003955 + Penalty 2411.103787 = -153013.900168
  nChanged 24
		SP:Iteration 14Q (8060.580000 sec): 3 clusters
  Score: Raw -155449.559464 + Penalty 2411.103787 = -153038.455677
  nChanged 16
		SP:Iteration 15Q (8060.580000 sec): 3 clusters
  Score: Raw -155460.755734 + Penalty 2411.103787 = -153049.651947
  nChanged 12
		SP:Iteration 16Q (8060.580000 sec): 3 clusters
  Score: Raw -155468.900222 + Penalty 2411.103787 = -153057.796435
  nChanged 6
		SP:Iteration 17Q (8060.590000 sec): 3 clusters
  Score: Raw -155471.354175 + Penalty 2411.103787 = -153060.250388
  nChanged 2
		SP:Iteration 18Q (8060.590000 sec): 3 clusters
  Score: Raw -155472.748705 + Penalty 2411.103787 = -153061.644918
  nChanged 3
		SP:Iteration 19Q (8060.590000 sec): 3 clusters
  Score: Raw -155475.365659 + Penalty 2411.103787 = -153064.261872
  nChanged 5
		SP:Iteration 20F (8060.600000 sec): 3 clusters
  Score: Raw -155479.072110 + Penalty 2411.103787 = -153067.968323
  nChanged 1
		SP:Iteration 21Q (8060.600000 sec): 3 clusters
  Score: Raw -155479.426475 + Penalty 2411.103787 = -153068.322688
  nChanged 0
		SP:Iteration 22F (8060.610000 sec): 3 clusters
  Score: Raw -155479.426475 + Penalty 2411.103787 = -153068.322688
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8060.630000 sec): 2 clusters
  Score: Raw -635674.078769 + Penalty 1440.865345 = -634233.213425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8060.650000 sec): 3 clusters
  Score: Raw -631839.863541 + Penalty 2881.730690 = -628958.132851
  nChanged 3030
		SP:Iteration 1F (8060.660000 sec): 3 clusters
  Score: Raw -633601.982148 + Penalty 2881.730690 = -630720.251458
  nChanged 579
		SP:Iteration 2F (8060.680000 sec): 3 clusters
  Score: Raw -633961.231844 + Penalty 2881.730690 = -631079.501154
  nChanged 443
		SP:Iteration 3F (8060.690000 sec): 3 clusters
  Score: Raw -634259.051574 + Penalty 2881.730690 = -631377.320884
  nChanged 391
		SP:Iteration 4F (8060.710000 sec): 3 clusters
  Score: Raw -634562.041929 + Penalty 2881.730690 = -631680.311239
  nChanged 367
		SP:Iteration 5F (8060.730000 sec): 3 clusters
  Score: Raw -634871.458712 + Penalty 2881.730690 = -631989.728022
  nChanged 347
		SP:Iteration 6Q (8060.750000 sec): 3 clusters
  Score: Raw -635129.909291 + Penalty 2881.730690 = -632248.178601
  nChanged 297
		SP:Iteration 7Q (8060.760000 sec): 3 clusters
  Score: Raw -635340.396395 + Penalty 2881.730690 = -632458.665706
  nChanged 254
		SP:Iteration 8Q (8060.780000 sec): 3 clusters
  Score: Raw -635518.500883 + Penalty 2881.730690 = -632636.770193
  nChanged 242
		SP:Iteration 9Q (8060.790000 sec): 3 clusters
  Score: Raw -635659.490129 + Penalty 2881.730690 = -632777.759439
  nChanged 212
		SP:Iteration 10Q (8060.810000 sec): 3 clusters
  Score: Raw -635777.481045 + Penalty 2881.730690 = -632895.750355
  nChanged 169
		SP:Iteration 11Q (8060.830000 sec): 3 clusters
  Score: Raw -635864.527487 + Penalty 2881.730690 = -632982.796797
  nChanged 136
		SP:Iteration 12Q (8060.840000 sec): 3 clusters
  Score: Raw -635934.311175 + Penalty 2881.730690 = -633052.580485
  nChanged 88
		SP:Iteration 13Q (8060.850000 sec): 3 clusters
  Score: Raw -635969.179998 + Penalty 2881.730690 = -633087.449308
  nChanged 86
		SP:Iteration 14Q (8060.870000 sec): 3 clusters
  Score: Raw -636000.369929 + Penalty 2881.730690 = -633118.639240
  nChanged 78
		SP:Iteration 15Q (8060.880000 sec): 3 clusters
  Score: Raw -636026.456226 + Penalty 2881.730690 = -633144.725536
  nChanged 57
		SP:Iteration 16Q (8060.900000 sec): 3 clusters
  Score: Raw -636042.555778 + Penalty 2881.730690 = -633160.825088
  nChanged 46
		SP:Iteration 17Q (8060.910000 sec): 3 clusters
  Score: Raw -636058.238650 + Penalty 2881.730690 = -633176.507960
  nChanged 45
		SP:Iteration 18Q (8060.930000 sec): 3 clusters
  Score: Raw -636075.513739 + Penalty 2881.730690 = -633193.783049
  nChanged 47
		SP:Iteration 19Q (8060.940000 sec): 3 clusters
  Score: Raw -636087.916197 + Penalty 2881.730690 = -633206.185507
  nChanged 27
		SP:Iteration 20F (8060.960000 sec): 3 clusters
  Score: Raw -636095.399160 + Penalty 2881.730690 = -633213.668470
  nChanged 21
		SP:Iteration 21Q (8060.970000 sec): 3 clusters
  Score: Raw -636100.698498 + Penalty 2881.730690 = -633218.967808
  nChanged 14
		SP:Iteration 22Q (8060.990000 sec): 3 clusters
  Score: Raw -636104.854444 + Penalty 2881.730690 = -633223.123754
  nChanged 21
		SP:Iteration 23Q (8061.000000 sec): 3 clusters
  Score: Raw -636110.036250 + Penalty 2881.730690 = -633228.305560
  nChanged 19
		SP:Iteration 24Q (8061.020000 sec): 3 clusters
  Score: Raw -636114.450594 + Penalty 2881.730690 = -633232.719904
  nChanged 15
		SP:Iteration 25Q (8061.030000 sec): 3 clusters
  Score: Raw -636118.000949 + Penalty 2881.730690 = -633236.270260
  nChanged 13
		SP:Iteration 26Q (8061.050000 sec): 3 clusters
  Score: Raw -636120.571004 + Penalty 2881.730690 = -633238.840314
  nChanged 16
		SP:Iteration 27Q (8061.060000 sec): 3 clusters
  Score: Raw -636123.035596 + Penalty 2881.730690 = -633241.304906
  nChanged 14
		SP:Iteration 28Q (8061.080000 sec): 3 clusters
  Score: Raw -636125.414869 + Penalty 2881.730690 = -633243.684179
  nChanged 13
		SP:Iteration 29Q (8061.090000 sec): 3 clusters
  Score: Raw -636127.740831 + Penalty 2881.730690 = -633246.010141
  nChanged 10
		SP:Iteration 30Q (8061.110000 sec): 3 clusters
  Score: Raw -636129.121355 + Penalty 2881.730690 = -633247.390665
  nChanged 7
		SP:Iteration 31Q (8061.120000 sec): 3 clusters
  Score: Raw -636130.221549 + Penalty 2881.730690 = -633248.490859
  nChanged 6
		SP:Iteration 32Q (8061.130000 sec): 3 clusters
  Score: Raw -636131.033661 + Penalty 2881.730690 = -633249.302971
  nChanged 7
		SP:Iteration 33Q (8061.150000 sec): 3 clusters
  Score: Raw -636132.195523 + Penalty 2881.730690 = -633250.464833
  nChanged 12
		SP:Iteration 34Q (8061.160000 sec): 3 clusters
  Score: Raw -636134.446769 + Penalty 2881.730690 = -633252.716079
  nChanged 11
		SP:Iteration 35Q (8061.180000 sec): 3 clusters
  Score: Raw -636136.720618 + Penalty 2881.730690 = -633254.989929
  nChanged 11
		SP:Iteration 36Q (8061.190000 sec): 3 clusters
  Score: Raw -636138.157759 + Penalty 2881.730690 = -633256.427069
  nChanged 3
		SP:Iteration 37Q (8061.210000 sec): 3 clusters
  Score: Raw -636138.658930 + Penalty 2881.730690 = -633256.928240
  nChanged 4
		SP:Iteration 38Q (8061.220000 sec): 3 clusters
  Score: Raw -636139.313321 + Penalty 2881.730690 = -633257.582631
  nChanged 4
		SP:Iteration 39Q (8061.230000 sec): 3 clusters
  Score: Raw -636139.976676 + Penalty 2881.730690 = -633258.245987
  nChanged 6
		SP:Iteration 40F (8061.250000 sec): 3 clusters
  Score: Raw -636141.744678 + Penalty 2881.730690 = -633260.013988
  nChanged 11
		SP:Iteration 41Q (8061.270000 sec): 3 clusters
  Score: Raw -636144.242252 + Penalty 2881.730690 = -633262.511563
  nChanged 9
		SP:Iteration 42Q (8061.280000 sec): 3 clusters
  Score: Raw -636145.680720 + Penalty 2881.730690 = -633263.950031
  nChanged 10
		SP:Iteration 43Q (8061.290000 sec): 3 clusters
  Score: Raw -636147.598626 + Penalty 2881.730690 = -633265.867936
  nChanged 9
		SP:Iteration 44Q (8061.310000 sec): 3 clusters
  Score: Raw -636149.648666 + Penalty 2881.730690 = -633267.917976
  nChanged 14
		SP:Iteration 45Q (8061.330000 sec): 3 clusters
  Score: Raw -636152.031513 + Penalty 2881.730690 = -633270.300824
  nChanged 9
		SP:Iteration 46Q (8061.340000 sec): 3 clusters
  Score: Raw -636154.318322 + Penalty 2881.730690 = -633272.587632
  nChanged 13
		SP:Iteration 47Q (8061.350000 sec): 3 clusters
  Score: Raw -636156.616564 + Penalty 2881.730690 = -633274.885874
  nChanged 9
		SP:Iteration 48Q (8061.370000 sec): 3 clusters
  Score: Raw -636158.046355 + Penalty 2881.730690 = -633276.315665
  nChanged 10
		SP:Iteration 49Q (8061.380000 sec): 3 clusters
  Score: Raw -636160.340861 + Penalty 2881.730690 = -633278.610171
  nChanged 12
		SP:Iteration 50Q (8061.400000 sec): 3 clusters
  Score: Raw -636163.268860 + Penalty 2881.730690 = -633281.538170
  nChanged 16
		SP:Iteration 51Q (8061.410000 sec): 3 clusters
  Score: Raw -636167.521710 + Penalty 2881.730690 = -633285.791020
  nChanged 15
		SP:Iteration 52Q (8061.430000 sec): 3 clusters
  Score: Raw -636171.644010 + Penalty 2881.730690 = -633289.913320
  nChanged 16
		SP:Iteration 53Q (8061.440000 sec): 3 clusters
  Score: Raw -636175.653393 + Penalty 2881.730690 = -633293.922703
  nChanged 11
		SP:Iteration 54Q (8061.460000 sec): 3 clusters
  Score: Raw -636178.051886 + Penalty 2881.730690 = -633296.321196
  nChanged 7
		SP:Iteration 55Q (8061.470000 sec): 3 clusters
  Score: Raw -636179.541945 + Penalty 2881.730690 = -633297.811255
  nChanged 8
		SP:Iteration 56Q (8061.490000 sec): 3 clusters
  Score: Raw -636180.901634 + Penalty 2881.730690 = -633299.170944
  nChanged 4
		SP:Iteration 57Q (8061.500000 sec): 3 clusters
  Score: Raw -636181.934254 + Penalty 2881.730690 = -633300.203564
  nChanged 5
		SP:Iteration 58Q (8061.510000 sec): 3 clusters
  Score: Raw -636183.066827 + Penalty 2881.730690 = -633301.336137
  nChanged 5
		SP:Iteration 59Q (8061.530000 sec): 3 clusters
  Score: Raw -636184.190831 + Penalty 2881.730690 = -633302.460141
  nChanged 5
		SP:Iteration 60F (8061.550000 sec): 3 clusters
  Score: Raw -636185.169211 + Penalty 2881.730690 = -633303.438521
  nChanged 7
		SP:Iteration 61Q (8061.560000 sec): 3 clusters
  Score: Raw -636187.359273 + Penalty 2881.730690 = -633305.628583
  nChanged 11
		SP:Iteration 62Q (8061.570000 sec): 3 clusters
  Score: Raw -636189.932078 + Penalty 2881.730690 = -633308.201388
  nChanged 5
		SP:Iteration 63Q (8061.590000 sec): 3 clusters
  Score: Raw -636192.335233 + Penalty 2881.730690 = -633310.604543
  nChanged 11
		SP:Iteration 64Q (8061.600000 sec): 3 clusters
  Score: Raw -636194.854476 + Penalty 2881.730690 = -633313.123786
  nChanged 6
		SP:Iteration 65Q (8061.620000 sec): 3 clusters
  Score: Raw -636196.110919 + Penalty 2881.730690 = -633314.380229
  nChanged 6
		SP:Iteration 66Q (8061.630000 sec): 3 clusters
  Score: Raw -636197.513193 + Penalty 2881.730690 = -633315.782503
  nChanged 4
		SP:Iteration 67Q (8061.650000 sec): 3 clusters
  Score: Raw -636198.303402 + Penalty 2881.730690 = -633316.572712
  nChanged 4
		SP:Iteration 68Q (8061.660000 sec): 3 clusters
  Score: Raw -636199.117518 + Penalty 2881.730690 = -633317.386828
  nChanged 2
		SP:Iteration 69Q (8061.670000 sec): 3 clusters
  Score: Raw -636199.329919 + Penalty 2881.730690 = -633317.599229
  nChanged 1
		SP:Iteration 70Q (8061.690000 sec): 3 clusters
  Score: Raw -636199.441585 + Penalty 2881.730690 = -633317.710895
  nChanged 1
		SP:Iteration 71Q (8061.700000 sec): 3 clusters
  Score: Raw -636199.742652 + Penalty 2881.730690 = -633318.011962
  nChanged 1
		SP:Iteration 72Q (8061.720000 sec): 3 clusters
  Score: Raw -636199.899077 + Penalty 2881.730690 = -633318.168387
  nChanged 4
		SP:Iteration 73Q (8061.730000 sec): 3 clusters
  Score: Raw -636200.581785 + Penalty 2881.730690 = -633318.851095
  nChanged 1
		SP:Iteration 74Q (8061.750000 sec): 3 clusters
  Score: Raw -636200.771489 + Penalty 2881.730690 = -633319.040800
  nChanged 2
		SP:Iteration 75Q (8061.760000 sec): 3 clusters
  Score: Raw -636201.159242 + Penalty 2881.730690 = -633319.428552
  nChanged 2
		SP:Iteration 76Q (8061.770000 sec): 3 clusters
  Score: Raw -636201.572485 + Penalty 2881.730690 = -633319.841795
  nChanged 5
		SP:Iteration 77Q (8061.790000 sec): 3 clusters
  Score: Raw -636202.364638 + Penalty 2881.730690 = -633320.633948
  nChanged 5
		SP:Iteration 78Q (8061.800000 sec): 3 clusters
  Score: Raw -636203.273147 + Penalty 2881.730690 = -633321.542457
  nChanged 3
		SP:Iteration 79Q (8061.820000 sec): 3 clusters
  Score: Raw -636203.608945 + Penalty 2881.730690 = -633321.878255
  nChanged 3
		SP:Iteration 80F (8061.830000 sec): 3 clusters
  Score: Raw -636204.030089 + Penalty 2881.730690 = -633322.299399
  nChanged 2
		SP:Iteration 81Q (8061.850000 sec): 3 clusters
  Score: Raw -636204.302165 + Penalty 2881.730690 = -633322.571475
  nChanged 3
		SP:Iteration 82Q (8061.860000 sec): 3 clusters
  Score: Raw -636205.381838 + Penalty 2881.730690 = -633323.651148
  nChanged 3
		SP:Iteration 83Q (8061.870000 sec): 3 clusters
  Score: Raw -636206.064675 + Penalty 2881.730690 = -633324.333985
  nChanged 2
		SP:Iteration 84Q (8061.890000 sec): 3 clusters
  Score: Raw -636206.500763 + Penalty 2881.730690 = -633324.770073
  nChanged 3
		SP:Iteration 85Q (8061.910000 sec): 3 clusters
  Score: Raw -636207.140805 + Penalty 2881.730690 = -633325.410115
  nChanged 5
		SP:Iteration 86Q (8061.920000 sec): 3 clusters
  Score: Raw -636208.942134 + Penalty 2881.730690 = -633327.211444
  nChanged 6
		SP:Iteration 87Q (8061.930000 sec): 3 clusters
  Score: Raw -636210.183757 + Penalty 2881.730690 = -633328.453068
  nChanged 5
		SP:Iteration 88Q (8061.950000 sec): 3 clusters
  Score: Raw -636211.512297 + Penalty 2881.730690 = -633329.781607
  nChanged 8
		SP:Iteration 89Q (8061.960000 sec): 3 clusters
  Score: Raw -636212.866760 + Penalty 2881.730690 = -633331.136070
  nChanged 6
		SP:Iteration 90Q (8061.980000 sec): 3 clusters
  Score: Raw -636214.354831 + Penalty 2881.730690 = -633332.624141
  nChanged 8
		SP:Iteration 91Q (8061.990000 sec): 3 clusters
  Score: Raw -636215.939815 + Penalty 2881.730690 = -633334.209125
  nChanged 9
		SP:Iteration 92Q (8062.010000 sec): 3 clusters
  Score: Raw -636217.948206 + Penalty 2881.730690 = -633336.217516
  nChanged 6
		SP:Iteration 93Q (8062.020000 sec): 3 clusters
  Score: Raw -636218.980006 + Penalty 2881.730690 = -633337.249316
  nChanged 3
		SP:Iteration 94Q (8062.030000 sec): 3 clusters
  Score: Raw -636219.405131 + Penalty 2881.730690 = -633337.674441
  nChanged 1
		SP:Iteration 95Q (8062.050000 sec): 3 clusters
  Score: Raw -636219.716389 + Penalty 2881.730690 = -633337.985699
  nChanged 3
		SP:Iteration 96Q (8062.060000 sec): 3 clusters
  Score: Raw -636220.461073 + Penalty 2881.730690 = -633338.730383
  nChanged 1
		SP:Iteration 97Q (8062.070000 sec): 3 clusters
  Score: Raw -636220.568163 + Penalty 2881.730690 = -633338.837473
  nChanged 1
		SP:Iteration 98Q (8062.090000 sec): 3 clusters
  Score: Raw -636220.661707 + Penalty 2881.730690 = -633338.931017
  nChanged 2
		SP:Iteration 99Q (8062.100000 sec): 3 clusters
  Score: Raw -636221.023970 + Penalty 2881.730690 = -633339.293280
  nChanged 2
		SP:Iteration 100F (8062.120000 sec): 3 clusters
  Score: Raw -636221.174309 + Penalty 2881.730690 = -633339.443620
  nChanged 1
		SP:Iteration 101Q (8062.130000 sec): 3 clusters
  Score: Raw -636221.255854 + Penalty 2881.730690 = -633339.525164
  nChanged 1
		SP:Iteration 102Q (8062.150000 sec): 3 clusters
  Score: Raw -636221.373483 + Penalty 2881.730690 = -633339.642793
  nChanged 1
		SP:Iteration 103Q (8062.160000 sec): 3 clusters
  Score: Raw -636221.496004 + Penalty 2881.730690 = -633339.765314
  nChanged 0
		SP:Iteration 104F (8062.180000 sec): 3 clusters
  Score: Raw -636221.496004 + Penalty 2881.730690 = -633339.765314
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8062.190000 sec): 2 clusters
  Score: Raw -370906.039065 + Penalty 1341.656513 = -369564.382552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8062.200000 sec): 3 clusters
  Score: Raw -369019.273585 + Penalty 2683.313026 = -366335.960558
  nChanged 1461
		SP:Iteration 1F (8062.210000 sec): 3 clusters
  Score: Raw -369828.491535 + Penalty 2683.313026 = -367145.178509
  nChanged 313
		SP:Iteration 2F (8062.220000 sec): 3 clusters
  Score: Raw -370023.335027 + Penalty 2683.313026 = -367340.022000
  nChanged 217
		SP:Iteration 3F (8062.230000 sec): 3 clusters
  Score: Raw -370144.869015 + Penalty 2683.313026 = -367461.555989
  nChanged 180
		SP:Iteration 4Q (8062.240000 sec): 3 clusters
  Score: Raw -370249.877698 + Penalty 2683.313026 = -367566.564672
  nChanged 160
		SP:Iteration 5Q (8062.250000 sec): 3 clusters
  Score: Raw -370362.342654 + Penalty 2683.313026 = -367679.029627
  nChanged 152
		SP:Iteration 6Q (8062.260000 sec): 3 clusters
  Score: Raw -370458.670333 + Penalty 2683.313026 = -367775.357307
  nChanged 129
		SP:Iteration 7Q (8062.270000 sec): 3 clusters
  Score: Raw -370547.455216 + Penalty 2683.313026 = -367864.142190
  nChanged 129
		SP:Iteration 8Q (8062.270000 sec): 3 clusters
  Score: Raw -370652.182462 + Penalty 2683.313026 = -367968.869435
  nChanged 133
		SP:Iteration 9Q (8062.280000 sec): 3 clusters
  Score: Raw -370773.003828 + Penalty 2683.313026 = -368089.690802
  nChanged 129
		SP:Iteration 10Q (8062.290000 sec): 3 clusters
  Score: Raw -370887.343061 + Penalty 2683.313026 = -368204.030035
  nChanged 122
		SP:Iteration 11Q (8062.300000 sec): 3 clusters
  Score: Raw -371012.169647 + Penalty 2683.313026 = -368328.856621
  nChanged 121
		SP:Iteration 12Q (8062.310000 sec): 3 clusters
  Score: Raw -371145.919567 + Penalty 2683.313026 = -368462.606541
  nChanged 103
		SP:Iteration 13Q (8062.320000 sec): 3 clusters
  Score: Raw -371234.855559 + Penalty 2683.313026 = -368551.542532
  nChanged 72
		SP:Iteration 14Q (8062.330000 sec): 3 clusters
  Score: Raw -371287.849685 + Penalty 2683.313026 = -368604.536659
  nChanged 50
		SP:Iteration 15Q (8062.330000 sec): 3 clusters
  Score: Raw -371316.482654 + Penalty 2683.313026 = -368633.169628
  nChanged 42
		SP:Iteration 16Q (8062.340000 sec): 3 clusters
  Score: Raw -371344.179976 + Penalty 2683.313026 = -368660.866950
  nChanged 43
		SP:Iteration 17Q (8062.350000 sec): 3 clusters
  Score: Raw -371373.681232 + Penalty 2683.313026 = -368690.368206
  nChanged 30
		SP:Iteration 18Q (8062.350000 sec): 3 clusters
  Score: Raw -371392.697061 + Penalty 2683.313026 = -368709.384034
  nChanged 29
		SP:Iteration 19Q (8062.360000 sec): 3 clusters
  Score: Raw -371408.048662 + Penalty 2683.313026 = -368724.735635
  nChanged 20
		SP:Iteration 20F (8062.370000 sec): 3 clusters
  Score: Raw -371418.552595 + Penalty 2683.313026 = -368735.239569
  nChanged 16
		SP:Iteration 21Q (8062.380000 sec): 3 clusters
  Score: Raw -371425.538258 + Penalty 2683.313026 = -368742.225232
  nChanged 11
		SP:Iteration 22Q (8062.390000 sec): 3 clusters
  Score: Raw -371431.513548 + Penalty 2683.313026 = -368748.200522
  nChanged 10
		SP:Iteration 23Q (8062.390000 sec): 3 clusters
  Score: Raw -371434.902315 + Penalty 2683.313026 = -368751.589289
  nChanged 6
		SP:Iteration 24Q (8062.400000 sec): 3 clusters
  Score: Raw -371437.372813 + Penalty 2683.313026 = -368754.059787
  nChanged 6
		SP:Iteration 25Q (8062.410000 sec): 3 clusters
  Score: Raw -371440.777641 + Penalty 2683.313026 = -368757.464615
  nChanged 9
		SP:Iteration 26Q (8062.420000 sec): 3 clusters
  Score: Raw -371445.719667 + Penalty 2683.313026 = -368762.406641
  nChanged 4
		SP:Iteration 27Q (8062.430000 sec): 3 clusters
  Score: Raw -371447.730866 + Penalty 2683.313026 = -368764.417840
  nChanged 5
		SP:Iteration 28Q (8062.430000 sec): 3 clusters
  Score: Raw -371448.769454 + Penalty 2683.313026 = -368765.456427
  nChanged 2
		SP:Iteration 29Q (8062.440000 sec): 3 clusters
  Score: Raw -371449.369811 + Penalty 2683.313026 = -368766.056785
  nChanged 4
		SP:Iteration 30Q (8062.450000 sec): 3 clusters
  Score: Raw -371450.699255 + Penalty 2683.313026 = -368767.386229
  nChanged 3
		SP:Iteration 31Q (8062.450000 sec): 3 clusters
  Score: Raw -371451.824064 + Penalty 2683.313026 = -368768.511038
  nChanged 6
		SP:Iteration 32Q (8062.460000 sec): 3 clusters
  Score: Raw -371454.022945 + Penalty 2683.313026 = -368770.709918
  nChanged 10
		SP:Iteration 33Q (8062.470000 sec): 3 clusters
  Score: Raw -371457.165588 + Penalty 2683.313026 = -368773.852562
  nChanged 5
		SP:Iteration 34Q (8062.480000 sec): 3 clusters
  Score: Raw -371458.373757 + Penalty 2683.313026 = -368775.060730
  nChanged 3
		SP:Iteration 35Q (8062.490000 sec): 3 clusters
  Score: Raw -371458.773731 + Penalty 2683.313026 = -368775.460705
  nChanged 3
		SP:Iteration 36Q (8062.490000 sec): 3 clusters
  Score: Raw -371459.867217 + Penalty 2683.313026 = -368776.554191
  nChanged 6
		SP:Iteration 37Q (8062.500000 sec): 3 clusters
  Score: Raw -371462.756757 + Penalty 2683.313026 = -368779.443731
  nChanged 10
		SP:Iteration 38Q (8062.510000 sec): 3 clusters
  Score: Raw -371465.242638 + Penalty 2683.313026 = -368781.929612
  nChanged 4
		SP:Iteration 39Q (8062.510000 sec): 3 clusters
  Score: Raw -371466.408468 + Penalty 2683.313026 = -368783.095442
  nChanged 3
		SP:Iteration 40F (8062.520000 sec): 3 clusters
  Score: Raw -371467.199877 + Penalty 2683.313026 = -368783.886850
  nChanged 2
		SP:Iteration 41Q (8062.530000 sec): 3 clusters
  Score: Raw -371467.440221 + Penalty 2683.313026 = -368784.127195
  nChanged 0
		SP:Iteration 42F (8062.540000 sec): 3 clusters
  Score: Raw -371467.440221 + Penalty 2683.313026 = -368784.127195
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8062.550000 sec): 2 clusters
  Score: Raw -128248.785947 + Penalty 1158.119756 = -127090.666191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8062.550000 sec): 3 clusters
  Score: Raw -127810.879442 + Penalty 2316.239513 = -125494.639929
  nChanged 366
		SP:Iteration 1F (8062.550000 sec): 3 clusters
  Score: Raw -128057.737431 + Penalty 2316.239513 = -125741.497918
  nChanged 84
		SP:Iteration 2F (8062.550000 sec): 3 clusters
  Score: Raw -128127.182539 + Penalty 2316.239513 = -125810.943026
  nChanged 46
		SP:Iteration 3Q (8062.560000 sec): 3 clusters
  Score: Raw -128166.223312 + Penalty 2316.239513 = -125849.983799
  nChanged 32
		SP:Iteration 4Q (8062.560000 sec): 3 clusters
  Score: Raw -128196.949040 + Penalty 2316.239513 = -125880.709527
  nChanged 27
		SP:Iteration 5Q (8062.570000 sec): 3 clusters
  Score: Raw -128217.173829 + Penalty 2316.239513 = -125900.934316
  nChanged 13
		SP:Iteration 6Q (8062.570000 sec): 3 clusters
  Score: Raw -128227.354028 + Penalty 2316.239513 = -125911.114515
  nChanged 13
		SP:Iteration 7Q (8062.570000 sec): 3 clusters
  Score: Raw -128235.804676 + Penalty 2316.239513 = -125919.565163
  nChanged 7
		SP:Iteration 8Q (8062.570000 sec): 3 clusters
  Score: Raw -128239.507592 + Penalty 2316.239513 = -125923.268079
  nChanged 3
		SP:Iteration 9Q (8062.570000 sec): 3 clusters
  Score: Raw -128240.950180 + Penalty 2316.239513 = -125924.710667
  nChanged 3
		SP:Iteration 10Q (8062.580000 sec): 3 clusters
  Score: Raw -128242.373430 + Penalty 2316.239513 = -125926.133917
  nChanged 2
		SP:Iteration 11Q (8062.580000 sec): 3 clusters
  Score: Raw -128243.445422 + Penalty 2316.239513 = -125927.205909
  nChanged 1
		SP:Iteration 12Q (8062.590000 sec): 3 clusters
  Score: Raw -128245.866155 + Penalty 2316.239513 = -125929.626642
  nChanged 2
		SP:Iteration 13Q (8062.590000 sec): 3 clusters
  Score: Raw -128247.297825 + Penalty 2316.239513 = -125931.058312
  nChanged 2
		SP:Iteration 14Q (8062.590000 sec): 3 clusters
  Score: Raw -128247.908324 + Penalty 2316.239513 = -125931.668811
  nChanged 0
		SP:Iteration 15F (8062.590000 sec): 3 clusters
  Score: Raw -128247.908324 + Penalty 2316.239513 = -125931.668811
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8062.610000 sec): 2 clusters
  Score: Raw -323472.047039 + Penalty 1323.793140 = -322148.253899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8062.610000 sec): 3 clusters
  Score: Raw -321782.634274 + Penalty 2647.586280 = -319135.047994
  nChanged 1341
		SP:Iteration 1F (8062.620000 sec): 3 clusters
  Score: Raw -322518.860925 + Penalty 2647.586280 = -319871.274645
  nChanged 253
		SP:Iteration 2F (8062.630000 sec): 3 clusters
  Score: Raw -322658.715144 + Penalty 2647.586280 = -320011.128864
  nChanged 183
		SP:Iteration 3F (8062.640000 sec): 3 clusters
  Score: Raw -322751.109112 + Penalty 2647.586280 = -320103.522832
  nChanged 128
		SP:Iteration 4Q (8062.650000 sec): 3 clusters
  Score: Raw -322823.134433 + Penalty 2647.586280 = -320175.548153
  nChanged 118
		SP:Iteration 5Q (8062.650000 sec): 3 clusters
  Score: Raw -322897.939017 + Penalty 2647.586280 = -320250.352737
  nChanged 129
		SP:Iteration 6Q (8062.660000 sec): 3 clusters
  Score: Raw -322993.616728 + Penalty 2647.586280 = -320346.030448
  nChanged 131
		SP:Iteration 7Q (8062.670000 sec): 3 clusters
  Score: Raw -323105.975238 + Penalty 2647.586280 = -320458.388958
  nChanged 152
		SP:Iteration 8Q (8062.680000 sec): 3 clusters
  Score: Raw -323233.668399 + Penalty 2647.586280 = -320586.082119
  nChanged 145
		SP:Iteration 9Q (8062.690000 sec): 3 clusters
  Score: Raw -323373.889303 + Penalty 2647.586280 = -320726.303023
  nChanged 160
		SP:Iteration 10Q (8062.690000 sec): 3 clusters
  Score: Raw -323519.876832 + Penalty 2647.586280 = -320872.290552
  nChanged 147
		SP:Iteration 11Q (8062.700000 sec): 3 clusters
  Score: Raw -323646.871414 + Penalty 2647.586280 = -320999.285134
  nChanged 132
		SP:Iteration 12Q (8062.710000 sec): 3 clusters
  Score: Raw -323774.184773 + Penalty 2647.586280 = -321126.598493
  nChanged 127
		SP:Iteration 13Q (8062.720000 sec): 3 clusters
  Score: Raw -323895.617869 + Penalty 2647.586280 = -321248.031589
  nChanged 110
		SP:Iteration 14Q (8062.720000 sec): 3 clusters
  Score: Raw -323989.566598 + Penalty 2647.586280 = -321341.980318
  nChanged 97
		SP:Iteration 15Q (8062.730000 sec): 3 clusters
  Score: Raw -324062.966370 + Penalty 2647.586280 = -321415.380090
  nChanged 78
		SP:Iteration 16Q (8062.740000 sec): 3 clusters
  Score: Raw -324115.144012 + Penalty 2647.586280 = -321467.557732
  nChanged 53
		SP:Iteration 17Q (8062.750000 sec): 3 clusters
  Score: Raw -324150.665108 + Penalty 2647.586280 = -321503.078828
  nChanged 38
		SP:Iteration 18Q (8062.750000 sec): 3 clusters
  Score: Raw -324171.171086 + Penalty 2647.586280 = -321523.584806
  nChanged 19
		SP:Iteration 19Q (8062.760000 sec): 3 clusters
  Score: Raw -324181.216099 + Penalty 2647.586280 = -321533.629819
  nChanged 24
		SP:Iteration 20F (8062.770000 sec): 3 clusters
  Score: Raw -324192.583271 + Penalty 2647.586280 = -321544.996991
  nChanged 20
		SP:Iteration 21Q (8062.780000 sec): 3 clusters
  Score: Raw -324208.178389 + Penalty 2647.586280 = -321560.592109
  nChanged 20
		SP:Iteration 22Q (8062.790000 sec): 3 clusters
  Score: Raw -324223.785602 + Penalty 2647.586280 = -321576.199322
  nChanged 18
		SP:Iteration 23Q (8062.790000 sec): 3 clusters
  Score: Raw -324239.579293 + Penalty 2647.586280 = -321591.993013
  nChanged 18
		SP:Iteration 24Q (8062.800000 sec): 3 clusters
  Score: Raw -324248.443081 + Penalty 2647.586280 = -321600.856801
  nChanged 11
		SP:Iteration 25Q (8062.810000 sec): 3 clusters
  Score: Raw -324254.967449 + Penalty 2647.586280 = -321607.381169
  nChanged 9
		SP:Iteration 26Q (8062.810000 sec): 3 clusters
  Score: Raw -324259.405524 + Penalty 2647.586280 = -321611.819244
  nChanged 7
		SP:Iteration 27Q (8062.820000 sec): 3 clusters
  Score: Raw -324264.014606 + Penalty 2647.586280 = -321616.428325
  nChanged 6
		SP:Iteration 28Q (8062.830000 sec): 3 clusters
  Score: Raw -324265.936620 + Penalty 2647.586280 = -321618.350340
  nChanged 4
		SP:Iteration 29Q (8062.840000 sec): 3 clusters
  Score: Raw -324266.849019 + Penalty 2647.586280 = -321619.262739
  nChanged 1
		SP:Iteration 30Q (8062.840000 sec): 3 clusters
  Score: Raw -324267.241347 + Penalty 2647.586280 = -321619.655067
  nChanged 0
		SP:Iteration 31F (8062.850000 sec): 3 clusters
  Score: Raw -324267.241347 + Penalty 2647.586280 = -321619.655067
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8062.860000 sec): 2 clusters
  Score: Raw -223470.091107 + Penalty 1248.926747 = -222221.164359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8062.870000 sec): 3 clusters
  Score: Raw -222509.247390 + Penalty 2497.853495 = -220011.393895
  nChanged 770
		SP:Iteration 1F (8062.870000 sec): 3 clusters
  Score: Raw -222965.112781 + Penalty 2497.853495 = -220467.259286
  nChanged 143
		SP:Iteration 2F (8062.880000 sec): 3 clusters
  Score: Raw -223064.360312 + Penalty 2497.853495 = -220566.506817
  nChanged 116
		SP:Iteration 3F (8062.880000 sec): 3 clusters
  Score: Raw -223164.318010 + Penalty 2497.853495 = -220666.464515
  nChanged 99
		SP:Iteration 4Q (8062.890000 sec): 3 clusters
  Score: Raw -223234.863273 + Penalty 2497.853495 = -220737.009778
  nChanged 77
		SP:Iteration 5Q (8062.890000 sec): 3 clusters
  Score: Raw -223283.832995 + Penalty 2497.853495 = -220785.979501
  nChanged 53
		SP:Iteration 6Q (8062.900000 sec): 3 clusters
  Score: Raw -223319.104413 + Penalty 2497.853495 = -220821.250918
  nChanged 54
		SP:Iteration 7Q (8062.900000 sec): 3 clusters
  Score: Raw -223356.588673 + Penalty 2497.853495 = -220858.735178
  nChanged 44
		SP:Iteration 8Q (8062.910000 sec): 3 clusters
  Score: Raw -223386.782476 + Penalty 2497.853495 = -220888.928981
  nChanged 30
		SP:Iteration 9Q (8062.910000 sec): 3 clusters
  Score: Raw -223403.389950 + Penalty 2497.853495 = -220905.536455
  nChanged 31
		SP:Iteration 10Q (8062.920000 sec): 3 clusters
  Score: Raw -223421.630569 + Penalty 2497.853495 = -220923.777074
  nChanged 34
		SP:Iteration 11Q (8062.920000 sec): 3 clusters
  Score: Raw -223440.176730 + Penalty 2497.853495 = -220942.323235
  nChanged 27
		SP:Iteration 12Q (8062.930000 sec): 3 clusters
  Score: Raw -223456.743071 + Penalty 2497.853495 = -220958.889576
  nChanged 20
		SP:Iteration 13Q (8062.930000 sec): 3 clusters
  Score: Raw -223468.133040 + Penalty 2497.853495 = -220970.279545
  nChanged 21
		SP:Iteration 14Q (8062.940000 sec): 3 clusters
  Score: Raw -223480.726596 + Penalty 2497.853495 = -220982.873101
  nChanged 15
		SP:Iteration 15Q (8062.940000 sec): 3 clusters
  Score: Raw -223488.732792 + Penalty 2497.853495 = -220990.879297
  nChanged 14
		SP:Iteration 16Q (8062.950000 sec): 3 clusters
  Score: Raw -223495.144657 + Penalty 2497.853495 = -220997.291162
  nChanged 14
		SP:Iteration 17Q (8062.950000 sec): 3 clusters
  Score: Raw -223503.619608 + Penalty 2497.853495 = -221005.766113
  nChanged 13
		SP:Iteration 18Q (8062.960000 sec): 3 clusters
  Score: Raw -223512.825396 + Penalty 2497.853495 = -221014.971901
  nChanged 12
		SP:Iteration 19Q (8062.960000 sec): 3 clusters
  Score: Raw -223519.526782 + Penalty 2497.853495 = -221021.673287
  nChanged 13
		SP:Iteration 20F (8062.970000 sec): 3 clusters
  Score: Raw -223525.211467 + Penalty 2497.853495 = -221027.357972
  nChanged 11
		SP:Iteration 21Q (8062.970000 sec): 3 clusters
  Score: Raw -223532.053831 + Penalty 2497.853495 = -221034.200336
  nChanged 10
		SP:Iteration 22Q (8062.980000 sec): 3 clusters
  Score: Raw -223537.379465 + Penalty 2497.853495 = -221039.525970
  nChanged 10
		SP:Iteration 23Q (8062.980000 sec): 3 clusters
  Score: Raw -223541.977980 + Penalty 2497.853495 = -221044.124485
  nChanged 11
		SP:Iteration 24Q (8062.990000 sec): 3 clusters
  Score: Raw -223545.856332 + Penalty 2497.853495 = -221048.002837
  nChanged 6
		SP:Iteration 25Q (8062.990000 sec): 3 clusters
  Score: Raw -223548.955379 + Penalty 2497.853495 = -221051.101884
  nChanged 5
		SP:Iteration 26Q (8063.000000 sec): 3 clusters
  Score: Raw -223554.287789 + Penalty 2497.853495 = -221056.434294
  nChanged 16
		SP:Iteration 27Q (8063.000000 sec): 3 clusters
  Score: Raw -223566.285096 + Penalty 2497.853495 = -221068.431601
  nChanged 17
		SP:Iteration 28Q (8063.010000 sec): 3 clusters
  Score: Raw -223574.232576 + Penalty 2497.853495 = -221076.379081
  nChanged 14
		SP:Iteration 29Q (8063.010000 sec): 3 clusters
  Score: Raw -223583.638711 + Penalty 2497.853495 = -221085.785216
  nChanged 15
		SP:Iteration 30Q (8063.020000 sec): 3 clusters
  Score: Raw -223592.602689 + Penalty 2497.853495 = -221094.749194
  nChanged 16
		SP:Iteration 31Q (8063.020000 sec): 3 clusters
  Score: Raw -223610.084795 + Penalty 2497.853495 = -221112.231300
  nChanged 31
		SP:Iteration 32Q (8063.030000 sec): 3 clusters
  Score: Raw -223634.326839 + Penalty 2497.853495 = -221136.473344
  nChanged 31
		SP:Iteration 33Q (8063.030000 sec): 3 clusters
  Score: Raw -223656.000243 + Penalty 2497.853495 = -221158.146748
  nChanged 28
		SP:Iteration 34Q (8063.040000 sec): 3 clusters
  Score: Raw -223674.901004 + Penalty 2497.853495 = -221177.047509
  nChanged 26
		SP:Iteration 35Q (8063.040000 sec): 3 clusters
  Score: Raw -223695.714651 + Penalty 2497.853495 = -221197.861156
  nChanged 37
		SP:Iteration 36Q (8063.050000 sec): 3 clusters
  Score: Raw -223727.775643 + Penalty 2497.853495 = -221229.922148
  nChanged 34
		SP:Iteration 37Q (8063.050000 sec): 3 clusters
  Score: Raw -223753.676801 + Penalty 2497.853495 = -221255.823306
  nChanged 22
		SP:Iteration 38Q (8063.060000 sec): 3 clusters
  Score: Raw -223765.810768 + Penalty 2497.853495 = -221267.957273
  nChanged 18
		SP:Iteration 39Q (8063.060000 sec): 3 clusters
  Score: Raw -223777.137377 + Penalty 2497.853495 = -221279.283882
  nChanged 16
		SP:Iteration 40F (8063.070000 sec): 3 clusters
  Score: Raw -223784.303713 + Penalty 2497.853495 = -221286.450219
  nChanged 8
		SP:Iteration 41Q (8063.070000 sec): 3 clusters
  Score: Raw -223790.755507 + Penalty 2497.853495 = -221292.902012
  nChanged 10
		SP:Iteration 42Q (8063.080000 sec): 3 clusters
  Score: Raw -223795.438528 + Penalty 2497.853495 = -221297.585033
  nChanged 7
		SP:Iteration 43Q (8063.080000 sec): 3 clusters
  Score: Raw -223797.907730 + Penalty 2497.853495 = -221300.054236
  nChanged 4
		SP:Iteration 44Q (8063.090000 sec): 3 clusters
  Score: Raw -223799.462578 + Penalty 2497.853495 = -221301.609083
  nChanged 4
		SP:Iteration 45Q (8063.090000 sec): 3 clusters
  Score: Raw -223801.547234 + Penalty 2497.853495 = -221303.693739
  nChanged 4
		SP:Iteration 46Q (8063.090000 sec): 3 clusters
  Score: Raw -223803.063475 + Penalty 2497.853495 = -221305.209980
  nChanged 0
		SP:Iteration 47F (8063.100000 sec): 3 clusters
  Score: Raw -223803.063475 + Penalty 2497.853495 = -221305.209980
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8063.110000 sec): 2 clusters
  Score: Raw -221931.447889 + Penalty 1257.291763 = -220674.156127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8063.110000 sec): 3 clusters
  Score: Raw -220949.922264 + Penalty 2514.583525 = -218435.338738
  nChanged 841
		SP:Iteration 1F (8063.120000 sec): 3 clusters
  Score: Raw -221560.178290 + Penalty 2514.583525 = -219045.594765
  nChanged 188
		SP:Iteration 2F (8063.130000 sec): 3 clusters
  Score: Raw -221721.477221 + Penalty 2514.583525 = -219206.893696
  nChanged 133
		SP:Iteration 3F (8063.130000 sec): 3 clusters
  Score: Raw -221828.774580 + Penalty 2514.583525 = -219314.191055
  nChanged 96
		SP:Iteration 4Q (8063.130000 sec): 3 clusters
  Score: Raw -221899.840290 + Penalty 2514.583525 = -219385.256765
  nChanged 79
		SP:Iteration 5Q (8063.140000 sec): 3 clusters
  Score: Raw -221951.288990 + Penalty 2514.583525 = -219436.705464
  nChanged 62
		SP:Iteration 6Q (8063.150000 sec): 3 clusters
  Score: Raw -222001.554426 + Penalty 2514.583525 = -219486.970901
  nChanged 58
		SP:Iteration 7Q (8063.150000 sec): 3 clusters
  Score: Raw -222042.810992 + Penalty 2514.583525 = -219528.227467
  nChanged 39
		SP:Iteration 8Q (8063.160000 sec): 3 clusters
  Score: Raw -222070.765323 + Penalty 2514.583525 = -219556.181797
  nChanged 38
		SP:Iteration 9Q (8063.160000 sec): 3 clusters
  Score: Raw -222096.122355 + Penalty 2514.583525 = -219581.538830
  nChanged 36
		SP:Iteration 10Q (8063.170000 sec): 3 clusters
  Score: Raw -222116.729706 + Penalty 2514.583525 = -219602.146180
  nChanged 31
		SP:Iteration 11Q (8063.170000 sec): 3 clusters
  Score: Raw -222132.569613 + Penalty 2514.583525 = -219617.986088
  nChanged 15
		SP:Iteration 12Q (8063.180000 sec): 3 clusters
  Score: Raw -222140.304090 + Penalty 2514.583525 = -219625.720565
  nChanged 13
		SP:Iteration 13Q (8063.180000 sec): 3 clusters
  Score: Raw -222146.360438 + Penalty 2514.583525 = -219631.776913
  nChanged 14
		SP:Iteration 14Q (8063.190000 sec): 3 clusters
  Score: Raw -222153.856475 + Penalty 2514.583525 = -219639.272949
  nChanged 12
		SP:Iteration 15Q (8063.190000 sec): 3 clusters
  Score: Raw -222160.749318 + Penalty 2514.583525 = -219646.165792
  nChanged 14
		SP:Iteration 16Q (8063.200000 sec): 3 clusters
  Score: Raw -222168.600476 + Penalty 2514.583525 = -219654.016950
  nChanged 13
		SP:Iteration 17Q (8063.200000 sec): 3 clusters
  Score: Raw -222180.143239 + Penalty 2514.583525 = -219665.559714
  nChanged 26
		SP:Iteration 18Q (8063.210000 sec): 3 clusters
  Score: Raw -222195.012669 + Penalty 2514.583525 = -219680.429144
  nChanged 19
		SP:Iteration 19Q (8063.210000 sec): 3 clusters
  Score: Raw -222203.100555 + Penalty 2514.583525 = -219688.517029
  nChanged 17
		SP:Iteration 20F (8063.220000 sec): 3 clusters
  Score: Raw -222210.697924 + Penalty 2514.583525 = -219696.114399
  nChanged 10
		SP:Iteration 21Q (8063.220000 sec): 3 clusters
  Score: Raw -222214.870862 + Penalty 2514.583525 = -219700.287337
  nChanged 8
		SP:Iteration 22Q (8063.230000 sec): 3 clusters
  Score: Raw -222219.500142 + Penalty 2514.583525 = -219704.916616
  nChanged 15
		SP:Iteration 23Q (8063.230000 sec): 3 clusters
  Score: Raw -222227.729422 + Penalty 2514.583525 = -219713.145897
  nChanged 18
		SP:Iteration 24Q (8063.240000 sec): 3 clusters
  Score: Raw -222240.625451 + Penalty 2514.583525 = -219726.041926
  nChanged 16
		SP:Iteration 25Q (8063.240000 sec): 3 clusters
  Score: Raw -222249.645078 + Penalty 2514.583525 = -219735.061553
  nChanged 14
		SP:Iteration 26Q (8063.250000 sec): 3 clusters
  Score: Raw -222257.273702 + Penalty 2514.583525 = -219742.690177
  nChanged 18
		SP:Iteration 27Q (8063.250000 sec): 3 clusters
  Score: Raw -222268.818116 + Penalty 2514.583525 = -219754.234590
  nChanged 19
		SP:Iteration 28Q (8063.260000 sec): 3 clusters
  Score: Raw -222279.382273 + Penalty 2514.583525 = -219764.798748
  nChanged 16
		SP:Iteration 29Q (8063.260000 sec): 3 clusters
  Score: Raw -222288.292532 + Penalty 2514.583525 = -219773.709007
  nChanged 10
		SP:Iteration 30Q (8063.270000 sec): 3 clusters
  Score: Raw -222294.360380 + Penalty 2514.583525 = -219779.776855
  nChanged 11
		SP:Iteration 31Q (8063.270000 sec): 3 clusters
  Score: Raw -222300.866872 + Penalty 2514.583525 = -219786.283347
  nChanged 7
		SP:Iteration 32Q (8063.280000 sec): 3 clusters
  Score: Raw -222304.636000 + Penalty 2514.583525 = -219790.052475
  nChanged 6
		SP:Iteration 33Q (8063.280000 sec): 3 clusters
  Score: Raw -222307.021071 + Penalty 2514.583525 = -219792.437546
  nChanged 8
		SP:Iteration 34Q (8063.290000 sec): 3 clusters
  Score: Raw -222312.281144 + Penalty 2514.583525 = -219797.697619
  nChanged 5
		SP:Iteration 35Q (8063.290000 sec): 3 clusters
  Score: Raw -222314.913188 + Penalty 2514.583525 = -219800.329662
  nChanged 7
		SP:Iteration 36Q (8063.300000 sec): 3 clusters
  Score: Raw -222318.366985 + Penalty 2514.583525 = -219803.783460
  nChanged 9
		SP:Iteration 37Q (8063.300000 sec): 3 clusters
  Score: Raw -222321.989254 + Penalty 2514.583525 = -219807.405729
  nChanged 7
		SP:Iteration 38Q (8063.310000 sec): 3 clusters
  Score: Raw -222326.686730 + Penalty 2514.583525 = -219812.103205
  nChanged 13
		SP:Iteration 39Q (8063.310000 sec): 3 clusters
  Score: Raw -222334.683125 + Penalty 2514.583525 = -219820.099599
  nChanged 10
		SP:Iteration 40F (8063.320000 sec): 3 clusters
  Score: Raw -222339.136818 + Penalty 2514.583525 = -219824.553293
  nChanged 6
		SP:Iteration 41Q (8063.320000 sec): 3 clusters
  Score: Raw -222342.115538 + Penalty 2514.583525 = -219827.532013
  nChanged 6
		SP:Iteration 42Q (8063.330000 sec): 3 clusters
  Score: Raw -222344.488071 + Penalty 2514.583525 = -219829.904546
  nChanged 3
		SP:Iteration 43Q (8063.330000 sec): 3 clusters
  Score: Raw -222346.456062 + Penalty 2514.583525 = -219831.872537
  nChanged 3
		SP:Iteration 44Q (8063.340000 sec): 3 clusters
  Score: Raw -222347.158912 + Penalty 2514.583525 = -219832.575387
  nChanged 1
		SP:Iteration 45Q (8063.340000 sec): 3 clusters
  Score: Raw -222347.348541 + Penalty 2514.583525 = -219832.765016
  nChanged 0
		SP:Iteration 46F (8063.350000 sec): 3 clusters
  Score: Raw -222347.348541 + Penalty 2514.583525 = -219832.765016
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8063.360000 sec): 2 clusters
  Score: Raw -188742.377114 + Penalty 1233.349246 = -187509.027868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8063.360000 sec): 3 clusters
  Score: Raw -187915.205954 + Penalty 2466.698491 = -185448.507462
  nChanged 698
		SP:Iteration 1F (8063.370000 sec): 3 clusters
  Score: Raw -188440.603719 + Penalty 2466.698491 = -185973.905227
  nChanged 179
		SP:Iteration 2F (8063.370000 sec): 3 clusters
  Score: Raw -188609.894208 + Penalty 2466.698491 = -186143.195716
  nChanged 107
		SP:Iteration 3F (8063.370000 sec): 3 clusters
  Score: Raw -188727.696364 + Penalty 2466.698491 = -186260.997873
  nChanged 95
		SP:Iteration 4Q (8063.370000 sec): 3 clusters
  Score: Raw -188816.412519 + Penalty 2466.698491 = -186349.714028
  nChanged 63
		SP:Iteration 5Q (8063.380000 sec): 3 clusters
  Score: Raw -188869.711722 + Penalty 2466.698491 = -186403.013230
  nChanged 45
		SP:Iteration 6Q (8063.390000 sec): 3 clusters
  Score: Raw -188902.486426 + Penalty 2466.698491 = -186435.787934
  nChanged 32
		SP:Iteration 7Q (8063.390000 sec): 3 clusters
  Score: Raw -188923.965754 + Penalty 2466.698491 = -186457.267263
  nChanged 31
		SP:Iteration 8Q (8063.390000 sec): 3 clusters
  Score: Raw -188942.233304 + Penalty 2466.698491 = -186475.534813
  nChanged 28
		SP:Iteration 9Q (8063.400000 sec): 3 clusters
  Score: Raw -188956.955098 + Penalty 2466.698491 = -186490.256606
  nChanged 25
		SP:Iteration 10Q (8063.400000 sec): 3 clusters
  Score: Raw -188968.996993 + Penalty 2466.698491 = -186502.298502
  nChanged 20
		SP:Iteration 11Q (8063.410000 sec): 3 clusters
  Score: Raw -188980.559055 + Penalty 2466.698491 = -186513.860563
  nChanged 16
		SP:Iteration 12Q (8063.410000 sec): 3 clusters
  Score: Raw -188990.037304 + Penalty 2466.698491 = -186523.338812
  nChanged 8
		SP:Iteration 13Q (8063.410000 sec): 3 clusters
  Score: Raw -188993.069159 + Penalty 2466.698491 = -186526.370668
  nChanged 9
		SP:Iteration 14Q (8063.420000 sec): 3 clusters
  Score: Raw -188997.040095 + Penalty 2466.698491 = -186530.341603
  nChanged 9
		SP:Iteration 15Q (8063.420000 sec): 3 clusters
  Score: Raw -189004.582694 + Penalty 2466.698491 = -186537.884203
  nChanged 11
		SP:Iteration 16Q (8063.430000 sec): 3 clusters
  Score: Raw -189015.073510 + Penalty 2466.698491 = -186548.375018
  nChanged 17
		SP:Iteration 17Q (8063.430000 sec): 3 clusters
  Score: Raw -189025.819225 + Penalty 2466.698491 = -186559.120733
  nChanged 18
		SP:Iteration 18Q (8063.440000 sec): 3 clusters
  Score: Raw -189037.779746 + Penalty 2466.698491 = -186571.081255
  nChanged 19
		SP:Iteration 19Q (8063.440000 sec): 3 clusters
  Score: Raw -189051.803628 + Penalty 2466.698491 = -186585.105137
  nChanged 21
		SP:Iteration 20F (8063.450000 sec): 3 clusters
  Score: Raw -189063.637646 + Penalty 2466.698491 = -186596.939155
  nChanged 9
		SP:Iteration 21Q (8063.450000 sec): 3 clusters
  Score: Raw -189069.327451 + Penalty 2466.698491 = -186602.628959
  nChanged 13
		SP:Iteration 22Q (8063.450000 sec): 3 clusters
  Score: Raw -189076.407623 + Penalty 2466.698491 = -186609.709131
  nChanged 5
		SP:Iteration 23Q (8063.460000 sec): 3 clusters
  Score: Raw -189080.833033 + Penalty 2466.698491 = -186614.134542
  nChanged 8
		SP:Iteration 24Q (8063.460000 sec): 3 clusters
  Score: Raw -189083.796109 + Penalty 2466.698491 = -186617.097618
  nChanged 2
		SP:Iteration 25Q (8063.470000 sec): 3 clusters
  Score: Raw -189085.059924 + Penalty 2466.698491 = -186618.361433
  nChanged 0
		SP:Iteration 26F (8063.470000 sec): 3 clusters
  Score: Raw -189085.059924 + Penalty 2466.698491 = -186618.361433
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8063.470000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8063.480000 sec): 3 clusters
  Score: Raw -11327.466396 + Penalty 1615.189322 = -9712.277074
  nChanged 12
		SP:Iteration 1F (8063.480000 sec): 3 clusters
  Score: Raw -11390.263453 + Penalty 1615.189322 = -9775.074131
  nChanged 5
		SP:Iteration 2Q (8063.480000 sec): 3 clusters
  Score: Raw -11419.644413 + Penalty 1615.189322 = -9804.455091
  nChanged 2
		SP:Iteration 3Q (8063.480000 sec): 3 clusters
  Score: Raw -11436.212459 + Penalty 1615.189322 = -9821.023136
  nChanged 0
		SP:Iteration 4F (8063.480000 sec): 3 clusters
  Score: Raw -11436.212459 + Penalty 1615.189322 = -9821.023136
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8063.490000 sec): 2 clusters
  Score: Raw -351581.693316 + Penalty 1323.746045 = -350257.947271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8063.500000 sec): 3 clusters
  Score: Raw -349870.252045 + Penalty 2647.492091 = -347222.759955
  nChanged 1322
		SP:Iteration 1F (8063.510000 sec): 3 clusters
  Score: Raw -350627.098871 + Penalty 2647.492091 = -347979.606780
  nChanged 295
		SP:Iteration 2F (8063.510000 sec): 3 clusters
  Score: Raw -350866.525753 + Penalty 2647.492091 = -348219.033662
  nChanged 230
		SP:Iteration 3F (8063.520000 sec): 3 clusters
  Score: Raw -351052.319249 + Penalty 2647.492091 = -348404.827159
  nChanged 207
		SP:Iteration 4F (8063.530000 sec): 3 clusters
  Score: Raw -351216.582977 + Penalty 2647.492091 = -348569.090886
  nChanged 204
		SP:Iteration 5F (8063.540000 sec): 3 clusters
  Score: Raw -351369.476694 + Penalty 2647.492091 = -348721.984603
  nChanged 158
		SP:Iteration 6Q (8063.550000 sec): 3 clusters
  Score: Raw -351510.570593 + Penalty 2647.492091 = -348863.078502
  nChanged 180
		SP:Iteration 7F (8063.550000 sec): 3 clusters
  Score: Raw -351655.447144 + Penalty 2647.492091 = -349007.955054
  nChanged 173
		SP:Iteration 8F (8063.560000 sec): 3 clusters
  Score: Raw -351794.118774 + Penalty 2647.492091 = -349146.626683
  nChanged 141
		SP:Iteration 9Q (8063.570000 sec): 3 clusters
  Score: Raw -351893.228257 + Penalty 2647.492091 = -349245.736166
  nChanged 98
		SP:Iteration 10Q (8063.580000 sec): 3 clusters
  Score: Raw -351950.598484 + Penalty 2647.492091 = -349303.106393
  nChanged 55
		SP:Iteration 11Q (8063.590000 sec): 3 clusters
  Score: Raw -351982.498253 + Penalty 2647.492091 = -349335.006163
  nChanged 34
		SP:Iteration 12Q (8063.590000 sec): 3 clusters
  Score: Raw -351999.918449 + Penalty 2647.492091 = -349352.426358
  nChanged 29
		SP:Iteration 13Q (8063.600000 sec): 3 clusters
  Score: Raw -352012.524715 + Penalty 2647.492091 = -349365.032624
  nChanged 27
		SP:Iteration 14Q (8063.610000 sec): 3 clusters
  Score: Raw -352036.201960 + Penalty 2647.492091 = -349388.709869
  nChanged 36
		SP:Iteration 15Q (8063.620000 sec): 3 clusters
  Score: Raw -352059.816978 + Penalty 2647.492091 = -349412.324887
  nChanged 34
		SP:Iteration 16Q (8063.620000 sec): 3 clusters
  Score: Raw -352092.437400 + Penalty 2647.492091 = -349444.945309
  nChanged 52
		SP:Iteration 17Q (8063.630000 sec): 3 clusters
  Score: Raw -352152.100483 + Penalty 2647.492091 = -349504.608392
  nChanged 59
		SP:Iteration 18Q (8063.640000 sec): 3 clusters
  Score: Raw -352218.760710 + Penalty 2647.492091 = -349571.268619
  nChanged 62
		SP:Iteration 19Q (8063.650000 sec): 3 clusters
  Score: Raw -352282.853267 + Penalty 2647.492091 = -349635.361176
  nChanged 44
		SP:Iteration 20F (8063.650000 sec): 3 clusters
  Score: Raw -352311.131746 + Penalty 2647.492091 = -349663.639655
  nChanged 37
		SP:Iteration 21Q (8063.660000 sec): 3 clusters
  Score: Raw -352326.711300 + Penalty 2647.492091 = -349679.219209
  nChanged 27
		SP:Iteration 22Q (8063.670000 sec): 3 clusters
  Score: Raw -352335.831566 + Penalty 2647.492091 = -349688.339475
  nChanged 19
		SP:Iteration 23Q (8063.680000 sec): 3 clusters
  Score: Raw -352342.463067 + Penalty 2647.492091 = -349694.970976
  nChanged 12
		SP:Iteration 24Q (8063.690000 sec): 3 clusters
  Score: Raw -352345.656137 + Penalty 2647.492091 = -349698.164046
  nChanged 4
		SP:Iteration 25Q (8063.690000 sec): 3 clusters
  Score: Raw -352347.161938 + Penalty 2647.492091 = -349699.669847
  nChanged 5
		SP:Iteration 26Q (8063.700000 sec): 3 clusters
  Score: Raw -352349.192347 + Penalty 2647.492091 = -349701.700256
  nChanged 6
		SP:Iteration 27Q (8063.710000 sec): 3 clusters
  Score: Raw -352350.781426 + Penalty 2647.492091 = -349703.289335
  nChanged 2
		SP:Iteration 28Q (8063.710000 sec): 3 clusters
  Score: Raw -352351.275087 + Penalty 2647.492091 = -349703.782996
  nChanged 3
		SP:Iteration 29Q (8063.720000 sec): 3 clusters
  Score: Raw -352352.003216 + Penalty 2647.492091 = -349704.511125
  nChanged 1
		SP:Iteration 30Q (8063.730000 sec): 3 clusters
  Score: Raw -352352.307992 + Penalty 2647.492091 = -349704.815901
  nChanged 1
		SP:Iteration 31Q (8063.730000 sec): 3 clusters
  Score: Raw -352352.588548 + Penalty 2647.492091 = -349705.096458
  nChanged 1
		SP:Iteration 32Q (8063.740000 sec): 3 clusters
  Score: Raw -352352.786744 + Penalty 2647.492091 = -349705.294653
  nChanged 0
		SP:Iteration 33F (8063.750000 sec): 3 clusters
  Score: Raw -352352.786744 + Penalty 2647.492091 = -349705.294653
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8063.770000 sec): 2 clusters
  Score: Raw -469277.195051 + Penalty 1374.575846 = -467902.619205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8063.780000 sec): 3 clusters
  Score: Raw -466836.630852 + Penalty 2749.151692 = -464087.479160
  nChanged 1868
		SP:Iteration 1F (8063.790000 sec): 3 clusters
  Score: Raw -467842.792278 + Penalty 2749.151692 = -465093.640586
  nChanged 322
		SP:Iteration 2F (8063.800000 sec): 3 clusters
  Score: Raw -468003.658986 + Penalty 2749.151692 = -465254.507294
  nChanged 242
		SP:Iteration 3F (8063.810000 sec): 3 clusters
  Score: Raw -468134.443288 + Penalty 2749.151692 = -465385.291596
  nChanged 193
		SP:Iteration 4Q (8063.820000 sec): 3 clusters
  Score: Raw -468238.299843 + Penalty 2749.151692 = -465489.148151
  nChanged 197
		SP:Iteration 5Q (8063.830000 sec): 3 clusters
  Score: Raw -468361.222651 + Penalty 2749.151692 = -465612.070959
  nChanged 198
		SP:Iteration 6Q (8063.840000 sec): 3 clusters
  Score: Raw -468483.596178 + Penalty 2749.151692 = -465734.444486
  nChanged 215
		SP:Iteration 7Q (8063.850000 sec): 3 clusters
  Score: Raw -468618.294082 + Penalty 2749.151692 = -465869.142390
  nChanged 195
		SP:Iteration 8Q (8063.860000 sec): 3 clusters
  Score: Raw -468752.625613 + Penalty 2749.151692 = -466003.473921
  nChanged 204
		SP:Iteration 9Q (8063.870000 sec): 3 clusters
  Score: Raw -468888.423718 + Penalty 2749.151692 = -466139.272026
  nChanged 195
		SP:Iteration 10Q (8063.890000 sec): 3 clusters
  Score: Raw -469014.447969 + Penalty 2749.151692 = -466265.296277
  nChanged 178
		SP:Iteration 11Q (8063.900000 sec): 3 clusters
  Score: Raw -469145.879276 + Penalty 2749.151692 = -466396.727583
  nChanged 179
		SP:Iteration 12Q (8063.910000 sec): 3 clusters
  Score: Raw -469259.259355 + Penalty 2749.151692 = -466510.107663
  nChanged 144
		SP:Iteration 13Q (8063.920000 sec): 3 clusters
  Score: Raw -469340.578875 + Penalty 2749.151692 = -466591.427183
  nChanged 111
		SP:Iteration 14Q (8063.930000 sec): 3 clusters
  Score: Raw -469390.564699 + Penalty 2749.151692 = -466641.413007
  nChanged 81
		SP:Iteration 15Q (8063.940000 sec): 3 clusters
  Score: Raw -469427.486015 + Penalty 2749.151692 = -466678.334323
  nChanged 60
		SP:Iteration 16Q (8063.950000 sec): 3 clusters
  Score: Raw -469451.842149 + Penalty 2749.151692 = -466702.690457
  nChanged 48
		SP:Iteration 17Q (8063.960000 sec): 3 clusters
  Score: Raw -469466.577654 + Penalty 2749.151692 = -466717.425962
  nChanged 38
		SP:Iteration 18Q (8063.970000 sec): 3 clusters
  Score: Raw -469476.042330 + Penalty 2749.151692 = -466726.890638
  nChanged 23
		SP:Iteration 19Q (8063.980000 sec): 3 clusters
  Score: Raw -469481.732670 + Penalty 2749.151692 = -466732.580978
  nChanged 11
		SP:Iteration 20F (8063.990000 sec): 3 clusters
  Score: Raw -469483.603338 + Penalty 2749.151692 = -466734.451646
  nChanged 7
		SP:Iteration 21Q (8064.000000 sec): 3 clusters
  Score: Raw -469485.188426 + Penalty 2749.151692 = -466736.036734
  nChanged 10
		SP:Iteration 22Q (8064.010000 sec): 3 clusters
  Score: Raw -469487.768428 + Penalty 2749.151692 = -466738.616735
  nChanged 16
		SP:Iteration 23Q (8064.030000 sec): 3 clusters
  Score: Raw -469490.871832 + Penalty 2749.151692 = -466741.720140
  nChanged 9
		SP:Iteration 24Q (8064.030000 sec): 3 clusters
  Score: Raw -469493.002815 + Penalty 2749.151692 = -466743.851123
  nChanged 15
		SP:Iteration 25Q (8064.050000 sec): 3 clusters
  Score: Raw -469497.307399 + Penalty 2749.151692 = -466748.155707
  nChanged 15
		SP:Iteration 26Q (8064.060000 sec): 3 clusters
  Score: Raw -469501.314426 + Penalty 2749.151692 = -466752.162734
  nChanged 12
		SP:Iteration 27Q (8064.070000 sec): 3 clusters
  Score: Raw -469505.040094 + Penalty 2749.151692 = -466755.888402
  nChanged 15
		SP:Iteration 28Q (8064.080000 sec): 3 clusters
  Score: Raw -469508.827334 + Penalty 2749.151692 = -466759.675642
  nChanged 11
		SP:Iteration 29Q (8064.090000 sec): 3 clusters
  Score: Raw -469510.950529 + Penalty 2749.151692 = -466761.798837
  nChanged 9
		SP:Iteration 30Q (8064.100000 sec): 3 clusters
  Score: Raw -469513.470846 + Penalty 2749.151692 = -466764.319154
  nChanged 5
		SP:Iteration 31Q (8064.110000 sec): 3 clusters
  Score: Raw -469514.835966 + Penalty 2749.151692 = -466765.684274
  nChanged 7
		SP:Iteration 32Q (8064.120000 sec): 3 clusters
  Score: Raw -469516.398501 + Penalty 2749.151692 = -466767.246809
  nChanged 7
		SP:Iteration 33Q (8064.130000 sec): 3 clusters
  Score: Raw -469517.966168 + Penalty 2749.151692 = -466768.814476
  nChanged 10
		SP:Iteration 34Q (8064.140000 sec): 3 clusters
  Score: Raw -469519.569084 + Penalty 2749.151692 = -466770.417392
  nChanged 8
		SP:Iteration 35Q (8064.150000 sec): 3 clusters
  Score: Raw -469521.032466 + Penalty 2749.151692 = -466771.880774
  nChanged 8
		SP:Iteration 36Q (8064.160000 sec): 3 clusters
  Score: Raw -469523.193394 + Penalty 2749.151692 = -466774.041702
  nChanged 7
		SP:Iteration 37Q (8064.170000 sec): 3 clusters
  Score: Raw -469524.489166 + Penalty 2749.151692 = -466775.337474
  nChanged 8
		SP:Iteration 38Q (8064.190000 sec): 3 clusters
  Score: Raw -469526.151019 + Penalty 2749.151692 = -466776.999327
  nChanged 7
		SP:Iteration 39Q (8064.190000 sec): 3 clusters
  Score: Raw -469527.659661 + Penalty 2749.151692 = -466778.507969
  nChanged 8
		SP:Iteration 40F (8064.210000 sec): 3 clusters
  Score: Raw -469529.918327 + Penalty 2749.151692 = -466780.766635
  nChanged 8
		SP:Iteration 41Q (8064.220000 sec): 3 clusters
  Score: Raw -469532.011247 + Penalty 2749.151692 = -466782.859555
  nChanged 5
		SP:Iteration 42Q (8064.230000 sec): 3 clusters
  Score: Raw -469533.001880 + Penalty 2749.151692 = -466783.850188
  nChanged 3
		SP:Iteration 43Q (8064.240000 sec): 3 clusters
  Score: Raw -469533.484594 + Penalty 2749.151692 = -466784.332902
  nChanged 1
		SP:Iteration 44Q (8064.250000 sec): 3 clusters
  Score: Raw -469534.137492 + Penalty 2749.151692 = -466784.985800
  nChanged 3
		SP:Iteration 45Q (8064.260000 sec): 3 clusters
  Score: Raw -469534.582528 + Penalty 2749.151692 = -466785.430836
  nChanged 1
		SP:Iteration 46Q (8064.270000 sec): 3 clusters
  Score: Raw -469534.730195 + Penalty 2749.151692 = -466785.578503
  nChanged 1
		SP:Iteration 47Q (8064.280000 sec): 3 clusters
  Score: Raw -469534.993545 + Penalty 2749.151692 = -466785.841853
  nChanged 1
		SP:Iteration 48Q (8064.290000 sec): 3 clusters
  Score: Raw -469535.169523 + Penalty 2749.151692 = -466786.017831
  nChanged 0
		SP:Iteration 49F (8064.300000 sec): 3 clusters
  Score: Raw -469535.169523 + Penalty 2749.151692 = -466786.017831
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8064.310000 sec): 2 clusters
  Score: Raw -297166.201629 + Penalty 1306.781891 = -295859.419738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8064.320000 sec): 3 clusters
  Score: Raw -295747.462817 + Penalty 2613.563781 = -293133.899035
  nChanged 1163
		SP:Iteration 1F (8064.330000 sec): 3 clusters
  Score: Raw -296460.268605 + Penalty 2613.563781 = -293846.704824
  nChanged 253
		SP:Iteration 2F (8064.330000 sec): 3 clusters
  Score: Raw -296652.859291 + Penalty 2613.563781 = -294039.295510
  nChanged 190
		SP:Iteration 3F (8064.340000 sec): 3 clusters
  Score: Raw -296821.012522 + Penalty 2613.563781 = -294207.448741
  nChanged 169
		SP:Iteration 4F (8064.350000 sec): 3 clusters
  Score: Raw -296965.766231 + Penalty 2613.563781 = -294352.202449
  nChanged 152
		SP:Iteration 5Q (8064.350000 sec): 3 clusters
  Score: Raw -297086.645464 + Penalty 2613.563781 = -294473.081683
  nChanged 129
		SP:Iteration 6Q (8064.360000 sec): 3 clusters
  Score: Raw -297223.209161 + Penalty 2613.563781 = -294609.645380
  nChanged 116
		SP:Iteration 7Q (8064.370000 sec): 3 clusters
  Score: Raw -297330.220140 + Penalty 2613.563781 = -294716.656358
  nChanged 108
		SP:Iteration 8Q (8064.380000 sec): 3 clusters
  Score: Raw -297418.596269 + Penalty 2613.563781 = -294805.032488
  nChanged 100
		SP:Iteration 9Q (8064.380000 sec): 3 clusters
  Score: Raw -297500.122666 + Penalty 2613.563781 = -294886.558885
  nChanged 82
		SP:Iteration 10Q (8064.390000 sec): 3 clusters
  Score: Raw -297560.034379 + Penalty 2613.563781 = -294946.470598
  nChanged 60
		SP:Iteration 11Q (8064.400000 sec): 3 clusters
  Score: Raw -297596.985518 + Penalty 2613.563781 = -294983.421737
  nChanged 53
		SP:Iteration 12Q (8064.410000 sec): 3 clusters
  Score: Raw -297626.700593 + Penalty 2613.563781 = -295013.136812
  nChanged 50
		SP:Iteration 13Q (8064.410000 sec): 3 clusters
  Score: Raw -297661.063419 + Penalty 2613.563781 = -295047.499638
  nChanged 48
		SP:Iteration 14Q (8064.420000 sec): 3 clusters
  Score: Raw -297692.104045 + Penalty 2613.563781 = -295078.540264
  nChanged 43
		SP:Iteration 15Q (8064.430000 sec): 3 clusters
  Score: Raw -297712.493474 + Penalty 2613.563781 = -295098.929693
  nChanged 33
		SP:Iteration 16Q (8064.430000 sec): 3 clusters
  Score: Raw -297726.092086 + Penalty 2613.563781 = -295112.528305
  nChanged 28
		SP:Iteration 17Q (8064.440000 sec): 3 clusters
  Score: Raw -297739.240937 + Penalty 2613.563781 = -295125.677155
  nChanged 24
		SP:Iteration 18Q (8064.450000 sec): 3 clusters
  Score: Raw -297754.456704 + Penalty 2613.563781 = -295140.892923
  nChanged 25
		SP:Iteration 19Q (8064.450000 sec): 3 clusters
  Score: Raw -297768.177715 + Penalty 2613.563781 = -295154.613933
  nChanged 26
		SP:Iteration 20F (8064.460000 sec): 3 clusters
  Score: Raw -297784.522708 + Penalty 2613.563781 = -295170.958927
  nChanged 27
		SP:Iteration 21Q (8064.470000 sec): 3 clusters
  Score: Raw -297801.877190 + Penalty 2613.563781 = -295188.313409
  nChanged 39
		SP:Iteration 22Q (8064.470000 sec): 3 clusters
  Score: Raw -297829.245101 + Penalty 2613.563781 = -295215.681319
  nChanged 49
		SP:Iteration 23Q (8064.480000 sec): 3 clusters
  Score: Raw -297870.328208 + Penalty 2613.563781 = -295256.764427
  nChanged 48
		SP:Iteration 24Q (8064.490000 sec): 3 clusters
  Score: Raw -297916.816653 + Penalty 2613.563781 = -295303.252872
  nChanged 53
		SP:Iteration 25Q (8064.490000 sec): 3 clusters
  Score: Raw -297965.455004 + Penalty 2613.563781 = -295351.891223
  nChanged 43
		SP:Iteration 26Q (8064.500000 sec): 3 clusters
  Score: Raw -298001.150369 + Penalty 2613.563781 = -295387.586588
  nChanged 29
		SP:Iteration 27Q (8064.500000 sec): 3 clusters
  Score: Raw -298035.881132 + Penalty 2613.563781 = -295422.317350
  nChanged 20
		SP:Iteration 28Q (8064.510000 sec): 3 clusters
  Score: Raw -298060.971277 + Penalty 2613.563781 = -295447.407495
  nChanged 19
		SP:Iteration 29Q (8064.510000 sec): 3 clusters
  Score: Raw -298079.713936 + Penalty 2613.563781 = -295466.150155
  nChanged 20
		SP:Iteration 30Q (8064.520000 sec): 3 clusters
  Score: Raw -298100.607143 + Penalty 2613.563781 = -295487.043361
  nChanged 20
		SP:Iteration 31Q (8064.530000 sec): 3 clusters
  Score: Raw -298113.034049 + Penalty 2613.563781 = -295499.470268
  nChanged 15
		SP:Iteration 32Q (8064.530000 sec): 3 clusters
  Score: Raw -298124.023508 + Penalty 2613.563781 = -295510.459727
  nChanged 10
		SP:Iteration 33Q (8064.540000 sec): 3 clusters
  Score: Raw -298128.327037 + Penalty 2613.563781 = -295514.763256
  nChanged 3
		SP:Iteration 34Q (8064.540000 sec): 3 clusters
  Score: Raw -298129.073250 + Penalty 2613.563781 = -295515.509469
  nChanged 3
		SP:Iteration 35Q (8064.550000 sec): 3 clusters
  Score: Raw -298130.289343 + Penalty 2613.563781 = -295516.725562
  nChanged 3
		SP:Iteration 36Q (8064.550000 sec): 3 clusters
  Score: Raw -298131.262946 + Penalty 2613.563781 = -295517.699164
  nChanged 2
		SP:Iteration 37Q (8064.560000 sec): 3 clusters
  Score: Raw -298132.508888 + Penalty 2613.563781 = -295518.945107
  nChanged 2
		SP:Iteration 38Q (8064.570000 sec): 3 clusters
  Score: Raw -298133.696333 + Penalty 2613.563781 = -295520.132552
  nChanged 2
		SP:Iteration 39Q (8064.570000 sec): 3 clusters
  Score: Raw -298134.414685 + Penalty 2613.563781 = -295520.850904
  nChanged 1
		SP:Iteration 40F (8064.580000 sec): 3 clusters
  Score: Raw -298134.870283 + Penalty 2613.563781 = -295521.306502
  nChanged 2
		SP:Iteration 41Q (8064.590000 sec): 3 clusters
  Score: Raw -298135.244893 + Penalty 2613.563781 = -295521.681112
  nChanged 1
		SP:Iteration 42Q (8064.590000 sec): 3 clusters
  Score: Raw -298135.427345 + Penalty 2613.563781 = -295521.863564
  nChanged 0
		SP:Iteration 43F (8064.600000 sec): 3 clusters
  Score: Raw -298135.427345 + Penalty 2613.563781 = -295521.863564
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8064.610000 sec): 2 clusters
  Score: Raw -172344.029887 + Penalty 1226.211700 = -171117.818187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8064.610000 sec): 3 clusters
  Score: Raw -171557.550561 + Penalty 2452.423399 = -169105.127162
  nChanged 654
		SP:Iteration 1F (8064.610000 sec): 3 clusters
  Score: Raw -172017.926824 + Penalty 2452.423399 = -169565.503424
  nChanged 156
		SP:Iteration 2F (8064.620000 sec): 3 clusters
  Score: Raw -172128.669303 + Penalty 2452.423399 = -169676.245904
  nChanged 101
		SP:Iteration 3F (8064.620000 sec): 3 clusters
  Score: Raw -172203.505146 + Penalty 2452.423399 = -169751.081747
  nChanged 73
		SP:Iteration 4Q (8064.630000 sec): 3 clusters
  Score: Raw -172256.014780 + Penalty 2452.423399 = -169803.591381
  nChanged 47
		SP:Iteration 5Q (8064.630000 sec): 3 clusters
  Score: Raw -172299.555147 + Penalty 2452.423399 = -169847.131748
  nChanged 56
		SP:Iteration 6Q (8064.640000 sec): 3 clusters
  Score: Raw -172364.812619 + Penalty 2452.423399 = -169912.389220
  nChanged 56
		SP:Iteration 7Q (8064.640000 sec): 3 clusters
  Score: Raw -172417.129800 + Penalty 2452.423399 = -169964.706401
  nChanged 55
		SP:Iteration 8Q (8064.650000 sec): 3 clusters
  Score: Raw -172491.268556 + Penalty 2452.423399 = -170038.845157
  nChanged 64
		SP:Iteration 9Q (8064.650000 sec): 3 clusters
  Score: Raw -172573.687117 + Penalty 2452.423399 = -170121.263718
  nChanged 73
		SP:Iteration 10Q (8064.650000 sec): 3 clusters
  Score: Raw -172678.778310 + Penalty 2452.423399 = -170226.354911
  nChanged 71
		SP:Iteration 11Q (8064.660000 sec): 3 clusters
  Score: Raw -172765.905963 + Penalty 2452.423399 = -170313.482563
  nChanged 64
		SP:Iteration 12Q (8064.660000 sec): 3 clusters
  Score: Raw -172848.038379 + Penalty 2452.423399 = -170395.614980
  nChanged 62
		SP:Iteration 13Q (8064.670000 sec): 3 clusters
  Score: Raw -172932.309076 + Penalty 2452.423399 = -170479.885677
  nChanged 57
		SP:Iteration 14Q (8064.670000 sec): 3 clusters
  Score: Raw -173004.886957 + Penalty 2452.423399 = -170552.463558
  nChanged 39
		SP:Iteration 15Q (8064.670000 sec): 3 clusters
  Score: Raw -173041.591796 + Penalty 2452.423399 = -170589.168397
  nChanged 20
		SP:Iteration 16Q (8064.680000 sec): 3 clusters
  Score: Raw -173061.987189 + Penalty 2452.423399 = -170609.563790
  nChanged 21
		SP:Iteration 17Q (8064.680000 sec): 3 clusters
  Score: Raw -173083.865256 + Penalty 2452.423399 = -170631.441857
  nChanged 20
		SP:Iteration 18Q (8064.690000 sec): 3 clusters
  Score: Raw -173104.521615 + Penalty 2452.423399 = -170652.098216
  nChanged 25
		SP:Iteration 19Q (8064.690000 sec): 3 clusters
  Score: Raw -173126.618131 + Penalty 2452.423399 = -170674.194732
  nChanged 18
		SP:Iteration 20F (8064.690000 sec): 3 clusters
  Score: Raw -173142.775664 + Penalty 2452.423399 = -170690.352265
  nChanged 10
		SP:Iteration 21Q (8064.700000 sec): 3 clusters
  Score: Raw -173148.500569 + Penalty 2452.423399 = -170696.077170
  nChanged 5
		SP:Iteration 22Q (8064.700000 sec): 3 clusters
  Score: Raw -173151.351261 + Penalty 2452.423399 = -170698.927862
  nChanged 1
		SP:Iteration 23Q (8064.700000 sec): 3 clusters
  Score: Raw -173151.711814 + Penalty 2452.423399 = -170699.288414
  nChanged 0
		SP:Iteration 24F (8064.710000 sec): 3 clusters
  Score: Raw -173151.711814 + Penalty 2452.423399 = -170699.288414
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8064.710000 sec): 2 clusters
  Score: Raw -174010.663683 + Penalty 1222.916496 = -172787.747187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8064.720000 sec): 3 clusters
  Score: Raw -173243.762173 + Penalty 2445.832992 = -170797.929181
  nChanged 622
		SP:Iteration 1F (8064.730000 sec): 3 clusters
  Score: Raw -173646.740996 + Penalty 2445.832992 = -171200.908004
  nChanged 134
		SP:Iteration 2F (8064.730000 sec): 3 clusters
  Score: Raw -173743.763885 + Penalty 2445.832992 = -171297.930893
  nChanged 78
		SP:Iteration 3Q (8064.730000 sec): 3 clusters
  Score: Raw -173800.579397 + Penalty 2445.832992 = -171354.746405
  nChanged 58
		SP:Iteration 4Q (8064.740000 sec): 3 clusters
  Score: Raw -173840.512590 + Penalty 2445.832992 = -171394.679598
  nChanged 44
		SP:Iteration 5Q (8064.740000 sec): 3 clusters
  Score: Raw -173871.506874 + Penalty 2445.832992 = -171425.673882
  nChanged 26
		SP:Iteration 6Q (8064.750000 sec): 3 clusters
  Score: Raw -173886.892455 + Penalty 2445.832992 = -171441.059463
  nChanged 25
		SP:Iteration 7Q (8064.750000 sec): 3 clusters
  Score: Raw -173903.745883 + Penalty 2445.832992 = -171457.912891
  nChanged 31
		SP:Iteration 8Q (8064.750000 sec): 3 clusters
  Score: Raw -173924.688106 + Penalty 2445.832992 = -171478.855114
  nChanged 22
		SP:Iteration 9Q (8064.760000 sec): 3 clusters
  Score: Raw -173939.660908 + Penalty 2445.832992 = -171493.827916
  nChanged 23
		SP:Iteration 10Q (8064.760000 sec): 3 clusters
  Score: Raw -173955.037656 + Penalty 2445.832992 = -171509.204664
  nChanged 15
		SP:Iteration 11Q (8064.770000 sec): 3 clusters
  Score: Raw -173966.260227 + Penalty 2445.832992 = -171520.427235
  nChanged 22
		SP:Iteration 12Q (8064.770000 sec): 3 clusters
  Score: Raw -173977.164963 + Penalty 2445.832992 = -171531.331971
  nChanged 14
		SP:Iteration 13Q (8064.770000 sec): 3 clusters
  Score: Raw -173988.078933 + Penalty 2445.832992 = -171542.245941
  nChanged 16
		SP:Iteration 14Q (8064.780000 sec): 3 clusters
  Score: Raw -174001.581511 + Penalty 2445.832992 = -171555.748519
  nChanged 17
		SP:Iteration 15Q (8064.780000 sec): 3 clusters
  Score: Raw -174012.534769 + Penalty 2445.832992 = -171566.701777
  nChanged 21
		SP:Iteration 16Q (8064.790000 sec): 3 clusters
  Score: Raw -174023.712940 + Penalty 2445.832992 = -171577.879948
  nChanged 10
		SP:Iteration 17Q (8064.790000 sec): 3 clusters
  Score: Raw -174029.765359 + Penalty 2445.832992 = -171583.932367
  nChanged 15
		SP:Iteration 18Q (8064.790000 sec): 3 clusters
  Score: Raw -174038.208888 + Penalty 2445.832992 = -171592.375896
  nChanged 8
		SP:Iteration 19Q (8064.800000 sec): 3 clusters
  Score: Raw -174041.305724 + Penalty 2445.832992 = -171595.472732
  nChanged 7
		SP:Iteration 20F (8064.810000 sec): 3 clusters
  Score: Raw -174044.965895 + Penalty 2445.832992 = -171599.132903
  nChanged 4
		SP:Iteration 21Q (8064.810000 sec): 3 clusters
  Score: Raw -174046.990898 + Penalty 2445.832992 = -171601.157906
  nChanged 5
		SP:Iteration 22Q (8064.810000 sec): 3 clusters
  Score: Raw -174050.038466 + Penalty 2445.832992 = -171604.205474
  nChanged 4
		SP:Iteration 23Q (8064.820000 sec): 3 clusters
  Score: Raw -174051.159027 + Penalty 2445.832992 = -171605.326035
  nChanged 4
		SP:Iteration 24Q (8064.820000 sec): 3 clusters
  Score: Raw -174052.512363 + Penalty 2445.832992 = -171606.679372
  nChanged 1
		SP:Iteration 25Q (8064.830000 sec): 3 clusters
  Score: Raw -174053.136640 + Penalty 2445.832992 = -171607.303648
  nChanged 3
		SP:Iteration 26Q (8064.830000 sec): 3 clusters
  Score: Raw -174053.613018 + Penalty 2445.832992 = -171607.780026
  nChanged 1
		SP:Iteration 27Q (8064.830000 sec): 3 clusters
  Score: Raw -174053.976964 + Penalty 2445.832992 = -171608.143972
  nChanged 2
		SP:Iteration 28Q (8064.840000 sec): 3 clusters
  Score: Raw -174055.572445 + Penalty 2445.832992 = -171609.739453
  nChanged 3
		SP:Iteration 29Q (8064.840000 sec): 3 clusters
  Score: Raw -174057.174074 + Penalty 2445.832992 = -171611.341082
  nChanged 4
		SP:Iteration 30Q (8064.850000 sec): 3 clusters
  Score: Raw -174059.298832 + Penalty 2445.832992 = -171613.465840
  nChanged 4
		SP:Iteration 31Q (8064.850000 sec): 3 clusters
  Score: Raw -174061.264228 + Penalty 2445.832992 = -171615.431236
  nChanged 0
		SP:Iteration 32F (8064.850000 sec): 3 clusters
  Score: Raw -174061.264228 + Penalty 2445.832992 = -171615.431236
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8064.860000 sec): 2 clusters
  Score: Raw -71050.641731 + Penalty 1070.923920 = -69979.717810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8064.860000 sec): 3 clusters
  Score: Raw -70862.151668 + Penalty 2141.847841 = -68720.303827
  nChanged 179
		SP:Iteration 1F (8064.860000 sec): 3 clusters
  Score: Raw -71054.752521 + Penalty 2141.847841 = -68912.904681
  nChanged 53
		SP:Iteration 2F (8064.870000 sec): 3 clusters
  Score: Raw -71129.828172 + Penalty 2141.847841 = -68987.980331
  nChanged 22
		SP:Iteration 3Q (8064.870000 sec): 3 clusters
  Score: Raw -71170.456423 + Penalty 2141.847841 = -69028.608582
  nChanged 17
		SP:Iteration 4Q (8064.870000 sec): 3 clusters
  Score: Raw -71194.342179 + Penalty 2141.847841 = -69052.494338
  nChanged 10
		SP:Iteration 5Q (8064.870000 sec): 3 clusters
  Score: Raw -71206.020840 + Penalty 2141.847841 = -69064.172999
  nChanged 4
		SP:Iteration 6Q (8064.870000 sec): 3 clusters
  Score: Raw -71209.245769 + Penalty 2141.847841 = -69067.397928
  nChanged 4
		SP:Iteration 7Q (8064.870000 sec): 3 clusters
  Score: Raw -71217.960520 + Penalty 2141.847841 = -69076.112679
  nChanged 2
		SP:Iteration 8Q (8064.870000 sec): 3 clusters
  Score: Raw -71219.014818 + Penalty 2141.847841 = -69077.166977
  nChanged 1
		SP:Iteration 9Q (8064.870000 sec): 3 clusters
  Score: Raw -71219.475353 + Penalty 2141.847841 = -69077.627513
  nChanged 3
		SP:Iteration 10Q (8064.880000 sec): 3 clusters
  Score: Raw -71221.062822 + Penalty 2141.847841 = -69079.214982
  nChanged 2
		SP:Iteration 11Q (8064.880000 sec): 3 clusters
  Score: Raw -71222.540239 + Penalty 2141.847841 = -69080.692398
  nChanged 4
		SP:Iteration 12Q (8064.880000 sec): 3 clusters
  Score: Raw -71225.566306 + Penalty 2141.847841 = -69083.718465
  nChanged 2
		SP:Iteration 13Q (8064.880000 sec): 3 clusters
  Score: Raw -71227.233693 + Penalty 2141.847841 = -69085.385852
  nChanged 2
		SP:Iteration 14Q (8064.890000 sec): 3 clusters
  Score: Raw -71229.109459 + Penalty 2141.847841 = -69087.261618
  nChanged 2
		SP:Iteration 15Q (8064.890000 sec): 3 clusters
  Score: Raw -71232.034015 + Penalty 2141.847841 = -69090.186174
  nChanged 1
		SP:Iteration 16Q (8064.890000 sec): 3 clusters
  Score: Raw -71232.935249 + Penalty 2141.847841 = -69091.087408
  nChanged 1
		SP:Iteration 17Q (8064.890000 sec): 3 clusters
  Score: Raw -71235.629086 + Penalty 2141.847841 = -69093.781245
  nChanged 3
		SP:Iteration 18Q (8064.890000 sec): 3 clusters
  Score: Raw -71238.333672 + Penalty 2141.847841 = -69096.485831
  nChanged 2
		SP:Iteration 19Q (8064.890000 sec): 3 clusters
  Score: Raw -71241.558977 + Penalty 2141.847841 = -69099.711136
  nChanged 2
		SP:Iteration 20F (8064.890000 sec): 3 clusters
  Score: Raw -71243.359423 + Penalty 2141.847841 = -69101.511582
  nChanged 1
		SP:Iteration 21Q (8064.890000 sec): 3 clusters
  Score: Raw -71244.500390 + Penalty 2141.847841 = -69102.652550
  nChanged 1
		SP:Iteration 22Q (8064.900000 sec): 3 clusters
  Score: Raw -71245.415298 + Penalty 2141.847841 = -69103.567458
  nChanged 1
		SP:Iteration 23Q (8064.900000 sec): 3 clusters
  Score: Raw -71246.157548 + Penalty 2141.847841 = -69104.309707
  nChanged 0
		SP:Iteration 24F (8064.900000 sec): 3 clusters
  Score: Raw -71246.157548 + Penalty 2141.847841 = -69104.309707
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8064.910000 sec): 2 clusters
  Score: Raw -199720.340667 + Penalty 1241.363690 = -198478.976976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8064.910000 sec): 3 clusters
  Score: Raw -198843.190286 + Penalty 2482.727381 = -196360.462906
  nChanged 720
		SP:Iteration 1F (8064.920000 sec): 3 clusters
  Score: Raw -199288.311196 + Penalty 2482.727381 = -196805.583815
  nChanged 156
		SP:Iteration 2F (8064.930000 sec): 3 clusters
  Score: Raw -199402.065001 + Penalty 2482.727381 = -196919.337620
  nChanged 112
		SP:Iteration 3F (8064.930000 sec): 3 clusters
  Score: Raw -199463.207992 + Penalty 2482.727381 = -196980.480611
  nChanged 67
		SP:Iteration 4Q (8064.930000 sec): 3 clusters
  Score: Raw -199508.403573 + Penalty 2482.727381 = -197025.676192
  nChanged 58
		SP:Iteration 5Q (8064.940000 sec): 3 clusters
  Score: Raw -199548.115402 + Penalty 2482.727381 = -197065.388021
  nChanged 49
		SP:Iteration 6Q (8064.940000 sec): 3 clusters
  Score: Raw -199582.676106 + Penalty 2482.727381 = -197099.948725
  nChanged 43
		SP:Iteration 7Q (8064.950000 sec): 3 clusters
  Score: Raw -199614.979859 + Penalty 2482.727381 = -197132.252479
  nChanged 29
		SP:Iteration 8Q (8064.950000 sec): 3 clusters
  Score: Raw -199634.677714 + Penalty 2482.727381 = -197151.950333
  nChanged 25
		SP:Iteration 9Q (8064.960000 sec): 3 clusters
  Score: Raw -199645.590478 + Penalty 2482.727381 = -197162.863097
  nChanged 21
		SP:Iteration 10Q (8064.960000 sec): 3 clusters
  Score: Raw -199657.521304 + Penalty 2482.727381 = -197174.793923
  nChanged 26
		SP:Iteration 11Q (8064.970000 sec): 3 clusters
  Score: Raw -199677.104950 + Penalty 2482.727381 = -197194.377569
  nChanged 24
		SP:Iteration 12Q (8064.970000 sec): 3 clusters
  Score: Raw -199693.078299 + Penalty 2482.727381 = -197210.350918
  nChanged 31
		SP:Iteration 13Q (8064.980000 sec): 3 clusters
  Score: Raw -199709.344897 + Penalty 2482.727381 = -197226.617517
  nChanged 27
		SP:Iteration 14Q (8064.980000 sec): 3 clusters
  Score: Raw -199722.823782 + Penalty 2482.727381 = -197240.096401
  nChanged 20
		SP:Iteration 15Q (8064.990000 sec): 3 clusters
  Score: Raw -199731.268517 + Penalty 2482.727381 = -197248.541137
  nChanged 15
		SP:Iteration 16Q (8064.990000 sec): 3 clusters
  Score: Raw -199736.813429 + Penalty 2482.727381 = -197254.086048
  nChanged 9
		SP:Iteration 17Q (8065.000000 sec): 3 clusters
  Score: Raw -199740.238179 + Penalty 2482.727381 = -197257.510798
  nChanged 6
		SP:Iteration 18Q (8065.000000 sec): 3 clusters
  Score: Raw -199742.270549 + Penalty 2482.727381 = -197259.543168
  nChanged 4
		SP:Iteration 19Q (8065.010000 sec): 3 clusters
  Score: Raw -199743.461810 + Penalty 2482.727381 = -197260.734429
  nChanged 4
		SP:Iteration 20F (8065.010000 sec): 3 clusters
  Score: Raw -199745.364760 + Penalty 2482.727381 = -197262.637379
  nChanged 8
		SP:Iteration 21Q (8065.010000 sec): 3 clusters
  Score: Raw -199749.053452 + Penalty 2482.727381 = -197266.326071
  nChanged 6
		SP:Iteration 22Q (8065.020000 sec): 3 clusters
  Score: Raw -199751.559202 + Penalty 2482.727381 = -197268.831822
  nChanged 1
		SP:Iteration 23Q (8065.030000 sec): 3 clusters
  Score: Raw -199751.816195 + Penalty 2482.727381 = -197269.088815
  nChanged 1
		SP:Iteration 24Q (8065.030000 sec): 3 clusters
  Score: Raw -199751.939872 + Penalty 2482.727381 = -197269.212491
  nChanged 0
		SP:Iteration 25F (8065.030000 sec): 3 clusters
  Score: Raw -199751.939872 + Penalty 2482.727381 = -197269.212491
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.040000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.040000 sec): 3 clusters
  Score: Raw -127945.070894 + Penalty 2349.226247 = -125595.844647
  nChanged 443
		SP:Iteration 1F (8065.050000 sec): 3 clusters
  Score: Raw -128363.305220 + Penalty 2349.226247 = -126014.078973
  nChanged 137
		SP:Iteration 2F (8065.050000 sec): 3 clusters
  Score: Raw -128531.443388 + Penalty 2349.226247 = -126182.217141
  nChanged 101
		SP:Iteration 3F (8065.050000 sec): 3 clusters
  Score: Raw -128667.933649 + Penalty 2349.226247 = -126318.707402
  nChanged 61
		SP:Iteration 4Q (8065.060000 sec): 3 clusters
  Score: Raw -128755.819184 + Penalty 2349.226247 = -126406.592937
  nChanged 53
		SP:Iteration 5Q (8065.060000 sec): 3 clusters
  Score: Raw -128847.791787 + Penalty 2349.226247 = -126498.565540
  nChanged 60
		SP:Iteration 6Q (8065.060000 sec): 3 clusters
  Score: Raw -128945.440190 + Penalty 2349.226247 = -126596.213943
  nChanged 45
		SP:Iteration 7Q (8065.070000 sec): 3 clusters
  Score: Raw -129010.545724 + Penalty 2349.226247 = -126661.319478
  nChanged 51
		SP:Iteration 8Q (8065.070000 sec): 3 clusters
  Score: Raw -129101.572717 + Penalty 2349.226247 = -126752.346470
  nChanged 43
		SP:Iteration 9Q (8065.070000 sec): 3 clusters
  Score: Raw -129171.075275 + Penalty 2349.226247 = -126821.849028
  nChanged 29
		SP:Iteration 10Q (8065.070000 sec): 3 clusters
  Score: Raw -129229.101326 + Penalty 2349.226247 = -126879.875079
  nChanged 36
		SP:Iteration 11Q (8065.080000 sec): 3 clusters
  Score: Raw -129296.426818 + Penalty 2349.226247 = -126947.200572
  nChanged 39
		SP:Iteration 12Q (8065.080000 sec): 3 clusters
  Score: Raw -129376.671678 + Penalty 2349.226247 = -127027.445431
  nChanged 35
		SP:Iteration 13Q (8065.080000 sec): 3 clusters
  Score: Raw -129442.472410 + Penalty 2349.226247 = -127093.246163
  nChanged 19
		SP:Iteration 14Q (8065.090000 sec): 3 clusters
  Score: Raw -129467.619846 + Penalty 2349.226247 = -127118.393599
  nChanged 5
		SP:Iteration 15Q (8065.090000 sec): 3 clusters
  Score: Raw -129470.641715 + Penalty 2349.226247 = -127121.415468
  nChanged 6
		SP:Iteration 16Q (8065.090000 sec): 3 clusters
  Score: Raw -129475.399495 + Penalty 2349.226247 = -127126.173248
  nChanged 4
		SP:Iteration 17Q (8065.090000 sec): 3 clusters
  Score: Raw -129477.777702 + Penalty 2349.226247 = -127128.551455
  nChanged 7
		SP:Iteration 18Q (8065.090000 sec): 3 clusters
  Score: Raw -129483.150236 + Penalty 2349.226247 = -127133.923990
  nChanged 5
		SP:Iteration 19Q (8065.100000 sec): 3 clusters
  Score: Raw -129487.344214 + Penalty 2349.226247 = -127138.117968
  nChanged 4
		SP:Iteration 20F (8065.100000 sec): 3 clusters
  Score: Raw -129489.036567 + Penalty 2349.226247 = -127139.810321
  nChanged 5
		SP:Iteration 21Q (8065.100000 sec): 3 clusters
  Score: Raw -129492.388335 + Penalty 2349.226247 = -127143.162088
  nChanged 4
		SP:Iteration 22Q (8065.110000 sec): 3 clusters
  Score: Raw -129496.036318 + Penalty 2349.226247 = -127146.810071
  nChanged 2
		SP:Iteration 23Q (8065.110000 sec): 3 clusters
  Score: Raw -129496.931936 + Penalty 2349.226247 = -127147.705689
  nChanged 2
		SP:Iteration 24Q (8065.110000 sec): 3 clusters
  Score: Raw -129498.847029 + Penalty 2349.226247 = -127149.620783
  nChanged 2
		SP:Iteration 25Q (8065.110000 sec): 3 clusters
  Score: Raw -129500.095213 + Penalty 2349.226247 = -127150.868966
  nChanged 1
		SP:Iteration 26Q (8065.110000 sec): 3 clusters
  Score: Raw -129500.518371 + Penalty 2349.226247 = -127151.292124
  nChanged 0
		SP:Iteration 27F (8065.120000 sec): 3 clusters
  Score: Raw -129500.518371 + Penalty 2349.226247 = -127151.292124
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.130000 sec): 2 clusters
  Score: Raw -185982.334751 + Penalty 1224.312103 = -184758.022648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.130000 sec): 3 clusters
  Score: Raw -185220.967407 + Penalty 2448.624206 = -182772.343201
  nChanged 645
		SP:Iteration 1F (8065.130000 sec): 3 clusters
  Score: Raw -185595.297393 + Penalty 2448.624206 = -183146.673187
  nChanged 122
		SP:Iteration 2F (8065.140000 sec): 3 clusters
  Score: Raw -185698.091009 + Penalty 2448.624206 = -183249.466803
  nChanged 84
		SP:Iteration 3Q (8065.140000 sec): 3 clusters
  Score: Raw -185758.921592 + Penalty 2448.624206 = -183310.297386
  nChanged 54
		SP:Iteration 4Q (8065.150000 sec): 3 clusters
  Score: Raw -185802.786052 + Penalty 2448.624206 = -183354.161846
  nChanged 53
		SP:Iteration 5Q (8065.150000 sec): 3 clusters
  Score: Raw -185837.492919 + Penalty 2448.624206 = -183388.868713
  nChanged 49
		SP:Iteration 6Q (8065.150000 sec): 3 clusters
  Score: Raw -185866.948064 + Penalty 2448.624206 = -183418.323858
  nChanged 32
		SP:Iteration 7Q (8065.160000 sec): 3 clusters
  Score: Raw -185885.243870 + Penalty 2448.624206 = -183436.619664
  nChanged 31
		SP:Iteration 8Q (8065.170000 sec): 3 clusters
  Score: Raw -185901.282633 + Penalty 2448.624206 = -183452.658427
  nChanged 28
		SP:Iteration 9Q (8065.170000 sec): 3 clusters
  Score: Raw -185913.978877 + Penalty 2448.624206 = -183465.354671
  nChanged 26
		SP:Iteration 10Q (8065.170000 sec): 3 clusters
  Score: Raw -185926.269477 + Penalty 2448.624206 = -183477.645271
  nChanged 18
		SP:Iteration 11Q (8065.180000 sec): 3 clusters
  Score: Raw -185938.576345 + Penalty 2448.624206 = -183489.952139
  nChanged 14
		SP:Iteration 12Q (8065.180000 sec): 3 clusters
  Score: Raw -185946.767434 + Penalty 2448.624206 = -183498.143228
  nChanged 9
		SP:Iteration 13Q (8065.190000 sec): 3 clusters
  Score: Raw -185952.957823 + Penalty 2448.624206 = -183504.333617
  nChanged 16
		SP:Iteration 14Q (8065.190000 sec): 3 clusters
  Score: Raw -185963.516248 + Penalty 2448.624206 = -183514.892042
  nChanged 18
		SP:Iteration 15Q (8065.190000 sec): 3 clusters
  Score: Raw -185978.989226 + Penalty 2448.624206 = -183530.365020
  nChanged 23
		SP:Iteration 16Q (8065.200000 sec): 3 clusters
  Score: Raw -185992.259785 + Penalty 2448.624206 = -183543.635579
  nChanged 16
		SP:Iteration 17Q (8065.200000 sec): 3 clusters
  Score: Raw -186002.652306 + Penalty 2448.624206 = -183554.028100
  nChanged 18
		SP:Iteration 18Q (8065.210000 sec): 3 clusters
  Score: Raw -186010.119941 + Penalty 2448.624206 = -183561.495735
  nChanged 10
		SP:Iteration 19Q (8065.210000 sec): 3 clusters
  Score: Raw -186013.968581 + Penalty 2448.624206 = -183565.344375
  nChanged 8
		SP:Iteration 20F (8065.210000 sec): 3 clusters
  Score: Raw -186018.292858 + Penalty 2448.624206 = -183569.668652
  nChanged 14
		SP:Iteration 21Q (8065.220000 sec): 3 clusters
  Score: Raw -186022.837745 + Penalty 2448.624206 = -183574.213539
  nChanged 7
		SP:Iteration 22Q (8065.220000 sec): 3 clusters
  Score: Raw -186026.561954 + Penalty 2448.624206 = -183577.937748
  nChanged 6
		SP:Iteration 23Q (8065.230000 sec): 3 clusters
  Score: Raw -186030.723076 + Penalty 2448.624206 = -183582.098870
  nChanged 7
		SP:Iteration 24Q (8065.230000 sec): 3 clusters
  Score: Raw -186034.344422 + Penalty 2448.624206 = -183585.720216
  nChanged 11
		SP:Iteration 25Q (8065.230000 sec): 3 clusters
  Score: Raw -186041.406765 + Penalty 2448.624206 = -183592.782558
  nChanged 11
		SP:Iteration 26Q (8065.240000 sec): 3 clusters
  Score: Raw -186048.173511 + Penalty 2448.624206 = -183599.549305
  nChanged 16
		SP:Iteration 27Q (8065.250000 sec): 3 clusters
  Score: Raw -186058.563537 + Penalty 2448.624206 = -183609.939331
  nChanged 15
		SP:Iteration 28Q (8065.250000 sec): 3 clusters
  Score: Raw -186068.884771 + Penalty 2448.624206 = -183620.260565
  nChanged 14
		SP:Iteration 29Q (8065.250000 sec): 3 clusters
  Score: Raw -186075.232757 + Penalty 2448.624206 = -183626.608550
  nChanged 17
		SP:Iteration 30Q (8065.260000 sec): 3 clusters
  Score: Raw -186084.110648 + Penalty 2448.624206 = -183635.486442
  nChanged 17
		SP:Iteration 31Q (8065.260000 sec): 3 clusters
  Score: Raw -186093.558195 + Penalty 2448.624206 = -183644.933989
  nChanged 14
		SP:Iteration 32Q (8065.270000 sec): 3 clusters
  Score: Raw -186102.238651 + Penalty 2448.624206 = -183653.614445
  nChanged 14
		SP:Iteration 33Q (8065.270000 sec): 3 clusters
  Score: Raw -186109.338660 + Penalty 2448.624206 = -183660.714454
  nChanged 12
		SP:Iteration 34Q (8065.270000 sec): 3 clusters
  Score: Raw -186116.597962 + Penalty 2448.624206 = -183667.973756
  nChanged 10
		SP:Iteration 35Q (8065.280000 sec): 3 clusters
  Score: Raw -186125.941088 + Penalty 2448.624206 = -183677.316882
  nChanged 13
		SP:Iteration 36Q (8065.280000 sec): 3 clusters
  Score: Raw -186138.944751 + Penalty 2448.624206 = -183690.320545
  nChanged 10
		SP:Iteration 37Q (8065.290000 sec): 3 clusters
  Score: Raw -186146.236323 + Penalty 2448.624206 = -183697.612117
  nChanged 7
		SP:Iteration 38Q (8065.290000 sec): 3 clusters
  Score: Raw -186150.211084 + Penalty 2448.624206 = -183701.586878
  nChanged 5
		SP:Iteration 39Q (8065.290000 sec): 3 clusters
  Score: Raw -186153.156891 + Penalty 2448.624206 = -183704.532685
  nChanged 8
		SP:Iteration 40F (8065.300000 sec): 3 clusters
  Score: Raw -186155.992093 + Penalty 2448.624206 = -183707.367887
  nChanged 3
		SP:Iteration 41Q (8065.300000 sec): 3 clusters
  Score: Raw -186159.272057 + Penalty 2448.624206 = -183710.647851
  nChanged 4
		SP:Iteration 42Q (8065.310000 sec): 3 clusters
  Score: Raw -186163.698578 + Penalty 2448.624206 = -183715.074372
  nChanged 7
		SP:Iteration 43Q (8065.310000 sec): 3 clusters
  Score: Raw -186167.870023 + Penalty 2448.624206 = -183719.245817
  nChanged 5
		SP:Iteration 44Q (8065.310000 sec): 3 clusters
  Score: Raw -186169.533081 + Penalty 2448.624206 = -183720.908875
  nChanged 6
		SP:Iteration 45Q (8065.320000 sec): 3 clusters
  Score: Raw -186171.337597 + Penalty 2448.624206 = -183722.713391
  nChanged 1
		SP:Iteration 46Q (8065.330000 sec): 3 clusters
  Score: Raw -186171.622393 + Penalty 2448.624206 = -183722.998187
  nChanged 1
		SP:Iteration 47Q (8065.330000 sec): 3 clusters
  Score: Raw -186172.102755 + Penalty 2448.624206 = -183723.478549
  nChanged 0
		SP:Iteration 48F (8065.330000 sec): 3 clusters
  Score: Raw -186172.102755 + Penalty 2448.624206 = -183723.478549
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.340000 sec): 2 clusters
  Score: Raw -127703.217672 + Penalty 1179.606371 = -126523.611301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.340000 sec): 3 clusters
  Score: Raw -127180.518258 + Penalty 2359.212742 = -124821.305516
  nChanged 455
		SP:Iteration 1F (8065.350000 sec): 3 clusters
  Score: Raw -127611.767423 + Penalty 2359.212742 = -125252.554681
  nChanged 155
		SP:Iteration 2F (8065.350000 sec): 3 clusters
  Score: Raw -127824.368365 + Penalty 2359.212742 = -125465.155623
  nChanged 102
		SP:Iteration 3F (8065.350000 sec): 3 clusters
  Score: Raw -127966.428767 + Penalty 2359.212742 = -125607.216025
  nChanged 60
		SP:Iteration 4Q (8065.350000 sec): 3 clusters
  Score: Raw -128037.326066 + Penalty 2359.212742 = -125678.113324
  nChanged 50
		SP:Iteration 5Q (8065.360000 sec): 3 clusters
  Score: Raw -128117.329993 + Penalty 2359.212742 = -125758.117252
  nChanged 41
		SP:Iteration 6Q (8065.360000 sec): 3 clusters
  Score: Raw -128170.845407 + Penalty 2359.212742 = -125811.632666
  nChanged 27
		SP:Iteration 7Q (8065.370000 sec): 3 clusters
  Score: Raw -128193.236523 + Penalty 2359.212742 = -125834.023782
  nChanged 10
		SP:Iteration 8Q (8065.370000 sec): 3 clusters
  Score: Raw -128203.254737 + Penalty 2359.212742 = -125844.041996
  nChanged 7
		SP:Iteration 9Q (8065.370000 sec): 3 clusters
  Score: Raw -128208.203809 + Penalty 2359.212742 = -125848.991068
  nChanged 13
		SP:Iteration 10Q (8065.370000 sec): 3 clusters
  Score: Raw -128226.892195 + Penalty 2359.212742 = -125867.679454
  nChanged 16
		SP:Iteration 11Q (8065.380000 sec): 3 clusters
  Score: Raw -128246.729427 + Penalty 2359.212742 = -125887.516685
  nChanged 16
		SP:Iteration 12Q (8065.380000 sec): 3 clusters
  Score: Raw -128266.514818 + Penalty 2359.212742 = -125907.302077
  nChanged 14
		SP:Iteration 13Q (8065.380000 sec): 3 clusters
  Score: Raw -128279.353245 + Penalty 2359.212742 = -125920.140503
  nChanged 10
		SP:Iteration 14Q (8065.390000 sec): 3 clusters
  Score: Raw -128289.843363 + Penalty 2359.212742 = -125930.630622
  nChanged 6
		SP:Iteration 15Q (8065.390000 sec): 3 clusters
  Score: Raw -128297.454584 + Penalty 2359.212742 = -125938.241842
  nChanged 7
		SP:Iteration 16Q (8065.390000 sec): 3 clusters
  Score: Raw -128303.222124 + Penalty 2359.212742 = -125944.009383
  nChanged 6
		SP:Iteration 17Q (8065.390000 sec): 3 clusters
  Score: Raw -128309.467515 + Penalty 2359.212742 = -125950.254773
  nChanged 7
		SP:Iteration 18Q (8065.400000 sec): 3 clusters
  Score: Raw -128317.832813 + Penalty 2359.212742 = -125958.620072
  nChanged 9
		SP:Iteration 19Q (8065.400000 sec): 3 clusters
  Score: Raw -128327.757674 + Penalty 2359.212742 = -125968.544932
  nChanged 5
		SP:Iteration 20F (8065.410000 sec): 3 clusters
  Score: Raw -128331.059833 + Penalty 2359.212742 = -125971.847092
  nChanged 4
		SP:Iteration 21Q (8065.410000 sec): 3 clusters
  Score: Raw -128333.509744 + Penalty 2359.212742 = -125974.297003
  nChanged 2
		SP:Iteration 22Q (8065.410000 sec): 3 clusters
  Score: Raw -128335.900431 + Penalty 2359.212742 = -125976.687689
  nChanged 3
		SP:Iteration 23Q (8065.410000 sec): 3 clusters
  Score: Raw -128336.856943 + Penalty 2359.212742 = -125977.644201
  nChanged 0
		SP:Iteration 24F (8065.420000 sec): 3 clusters
  Score: Raw -128336.856943 + Penalty 2359.212742 = -125977.644201
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.430000 sec): 2 clusters
  Score: Raw -176953.940705 + Penalty 1248.253559 = -175705.687146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.430000 sec): 3 clusters
  Score: Raw -176033.885561 + Penalty 2496.507118 = -173537.378443
  nChanged 775
		SP:Iteration 1F (8065.430000 sec): 3 clusters
  Score: Raw -176593.601194 + Penalty 2496.507118 = -174097.094076
  nChanged 201
		SP:Iteration 2F (8065.440000 sec): 3 clusters
  Score: Raw -176843.135195 + Penalty 2496.507118 = -174346.628077
  nChanged 168
		SP:Iteration 3F (8065.450000 sec): 3 clusters
  Score: Raw -177067.479470 + Penalty 2496.507118 = -174570.972352
  nChanged 130
		SP:Iteration 4F (8065.450000 sec): 3 clusters
  Score: Raw -177230.527639 + Penalty 2496.507118 = -174734.020521
  nChanged 121
		SP:Iteration 5F (8065.460000 sec): 3 clusters
  Score: Raw -177358.807951 + Penalty 2496.507118 = -174862.300833
  nChanged 82
		SP:Iteration 6Q (8065.460000 sec): 3 clusters
  Score: Raw -177443.447823 + Penalty 2496.507118 = -174946.940705
  nChanged 77
		SP:Iteration 7Q (8065.470000 sec): 3 clusters
  Score: Raw -177533.144822 + Penalty 2496.507118 = -175036.637705
  nChanged 79
		SP:Iteration 8Q (8065.470000 sec): 3 clusters
  Score: Raw -177626.143624 + Penalty 2496.507118 = -175129.636506
  nChanged 74
		SP:Iteration 9Q (8065.470000 sec): 3 clusters
  Score: Raw -177710.427911 + Penalty 2496.507118 = -175213.920793
  nChanged 50
		SP:Iteration 10Q (8065.480000 sec): 3 clusters
  Score: Raw -177764.000437 + Penalty 2496.507118 = -175267.493319
  nChanged 47
		SP:Iteration 11Q (8065.490000 sec): 3 clusters
  Score: Raw -177807.359663 + Penalty 2496.507118 = -175310.852545
  nChanged 41
		SP:Iteration 12Q (8065.490000 sec): 3 clusters
  Score: Raw -177842.760801 + Penalty 2496.507118 = -175346.253683
  nChanged 31
		SP:Iteration 13Q (8065.490000 sec): 3 clusters
  Score: Raw -177870.437665 + Penalty 2496.507118 = -175373.930547
  nChanged 25
		SP:Iteration 14Q (8065.500000 sec): 3 clusters
  Score: Raw -177891.789145 + Penalty 2496.507118 = -175395.282027
  nChanged 20
		SP:Iteration 15Q (8065.500000 sec): 3 clusters
  Score: Raw -177907.480530 + Penalty 2496.507118 = -175410.973412
  nChanged 15
		SP:Iteration 16Q (8065.510000 sec): 3 clusters
  Score: Raw -177918.935494 + Penalty 2496.507118 = -175422.428376
  nChanged 14
		SP:Iteration 17Q (8065.510000 sec): 3 clusters
  Score: Raw -177930.489090 + Penalty 2496.507118 = -175433.981972
  nChanged 6
		SP:Iteration 18Q (8065.510000 sec): 3 clusters
  Score: Raw -177932.750663 + Penalty 2496.507118 = -175436.243545
  nChanged 4
		SP:Iteration 19Q (8065.520000 sec): 3 clusters
  Score: Raw -177935.752486 + Penalty 2496.507118 = -175439.245368
  nChanged 3
		SP:Iteration 20F (8065.530000 sec): 3 clusters
  Score: Raw -177938.069351 + Penalty 2496.507118 = -175441.562233
  nChanged 2
		SP:Iteration 21Q (8065.530000 sec): 3 clusters
  Score: Raw -177940.013727 + Penalty 2496.507118 = -175443.506609
  nChanged 4
		SP:Iteration 22Q (8065.530000 sec): 3 clusters
  Score: Raw -177941.827026 + Penalty 2496.507118 = -175445.319909
  nChanged 2
		SP:Iteration 23Q (8065.540000 sec): 3 clusters
  Score: Raw -177942.373480 + Penalty 2496.507118 = -175445.866362
  nChanged 1
		SP:Iteration 24Q (8065.540000 sec): 3 clusters
  Score: Raw -177942.766288 + Penalty 2496.507118 = -175446.259170
  nChanged 1
		SP:Iteration 25Q (8065.550000 sec): 3 clusters
  Score: Raw -177942.971577 + Penalty 2496.507118 = -175446.464459
  nChanged 1
		SP:Iteration 26Q (8065.550000 sec): 3 clusters
  Score: Raw -177943.560256 + Penalty 2496.507118 = -175447.053138
  nChanged 1
		SP:Iteration 27Q (8065.550000 sec): 3 clusters
  Score: Raw -177944.810478 + Penalty 2496.507118 = -175448.303361
  nChanged 2
		SP:Iteration 28Q (8065.560000 sec): 3 clusters
  Score: Raw -177946.179534 + Penalty 2496.507118 = -175449.672416
  nChanged 3
		SP:Iteration 29Q (8065.570000 sec): 3 clusters
  Score: Raw -177948.000928 + Penalty 2496.507118 = -175451.493810
  nChanged 1
		SP:Iteration 30Q (8065.570000 sec): 3 clusters
  Score: Raw -177948.272626 + Penalty 2496.507118 = -175451.765508
  nChanged 0
		SP:Iteration 31F (8065.570000 sec): 3 clusters
  Score: Raw -177948.272626 + Penalty 2496.507118 = -175451.765508
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.580000 sec): 2 clusters
  Score: Raw -218117.757431 + Penalty 1256.367455 = -216861.389976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.590000 sec): 3 clusters
  Score: Raw -217133.266994 + Penalty 2512.734910 = -214620.532085
  nChanged 828
		SP:Iteration 1F (8065.590000 sec): 3 clusters
  Score: Raw -217685.409469 + Penalty 2512.734910 = -215172.674559
  nChanged 183
		SP:Iteration 2F (8065.600000 sec): 3 clusters
  Score: Raw -217820.262907 + Penalty 2512.734910 = -215307.527997
  nChanged 114
		SP:Iteration 3F (8065.600000 sec): 3 clusters
  Score: Raw -217904.361790 + Penalty 2512.734910 = -215391.626881
  nChanged 79
		SP:Iteration 4Q (8065.610000 sec): 3 clusters
  Score: Raw -217956.251907 + Penalty 2512.734910 = -215443.516997
  nChanged 53
		SP:Iteration 5Q (8065.610000 sec): 3 clusters
  Score: Raw -217992.732318 + Penalty 2512.734910 = -215479.997408
  nChanged 47
		SP:Iteration 6Q (8065.620000 sec): 3 clusters
  Score: Raw -218019.323617 + Penalty 2512.734910 = -215506.588708
  nChanged 32
		SP:Iteration 7Q (8065.630000 sec): 3 clusters
  Score: Raw -218033.384823 + Penalty 2512.734910 = -215520.649913
  nChanged 23
		SP:Iteration 8Q (8065.630000 sec): 3 clusters
  Score: Raw -218040.809250 + Penalty 2512.734910 = -215528.074341
  nChanged 11
		SP:Iteration 9Q (8065.630000 sec): 3 clusters
  Score: Raw -218043.966158 + Penalty 2512.734910 = -215531.231248
  nChanged 4
		SP:Iteration 10Q (8065.640000 sec): 3 clusters
  Score: Raw -218045.777689 + Penalty 2512.734910 = -215533.042779
  nChanged 6
		SP:Iteration 11Q (8065.650000 sec): 3 clusters
  Score: Raw -218048.804542 + Penalty 2512.734910 = -215536.069633
  nChanged 9
		SP:Iteration 12Q (8065.650000 sec): 3 clusters
  Score: Raw -218055.019821 + Penalty 2512.734910 = -215542.284911
  nChanged 15
		SP:Iteration 13Q (8065.650000 sec): 3 clusters
  Score: Raw -218061.815266 + Penalty 2512.734910 = -215549.080356
  nChanged 15
		SP:Iteration 14Q (8065.660000 sec): 3 clusters
  Score: Raw -218065.902984 + Penalty 2512.734910 = -215553.168074
  nChanged 10
		SP:Iteration 15Q (8065.670000 sec): 3 clusters
  Score: Raw -218069.859341 + Penalty 2512.734910 = -215557.124432
  nChanged 9
		SP:Iteration 16Q (8065.670000 sec): 3 clusters
  Score: Raw -218075.003082 + Penalty 2512.734910 = -215562.268172
  nChanged 9
		SP:Iteration 17Q (8065.680000 sec): 3 clusters
  Score: Raw -218078.681587 + Penalty 2512.734910 = -215565.946677
  nChanged 6
		SP:Iteration 18Q (8065.680000 sec): 3 clusters
  Score: Raw -218080.667585 + Penalty 2512.734910 = -215567.932676
  nChanged 3
		SP:Iteration 19Q (8065.690000 sec): 3 clusters
  Score: Raw -218081.734062 + Penalty 2512.734910 = -215568.999152
  nChanged 2
		SP:Iteration 20F (8065.690000 sec): 3 clusters
  Score: Raw -218082.258161 + Penalty 2512.734910 = -215569.523252
  nChanged 1
		SP:Iteration 21Q (8065.700000 sec): 3 clusters
  Score: Raw -218083.000064 + Penalty 2512.734910 = -215570.265155
  nChanged 3
		SP:Iteration 22Q (8065.700000 sec): 3 clusters
  Score: Raw -218083.712249 + Penalty 2512.734910 = -215570.977340
  nChanged 2
		SP:Iteration 23Q (8065.710000 sec): 3 clusters
  Score: Raw -218084.352049 + Penalty 2512.734910 = -215571.617140
  nChanged 1
		SP:Iteration 24Q (8065.710000 sec): 3 clusters
  Score: Raw -218084.729454 + Penalty 2512.734910 = -215571.994545
  nChanged 1
		SP:Iteration 25Q (8065.720000 sec): 3 clusters
  Score: Raw -218084.883203 + Penalty 2512.734910 = -215572.148294
  nChanged 0
		SP:Iteration 26F (8065.720000 sec): 3 clusters
  Score: Raw -218084.883203 + Penalty 2512.734910 = -215572.148294
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.730000 sec): 2 clusters
  Score: Raw -244962.501031 + Penalty 1266.658762 = -243695.842269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.740000 sec): 3 clusters
  Score: Raw -243861.931937 + Penalty 2533.317524 = -241328.614413
  nChanged 887
		SP:Iteration 1F (8065.750000 sec): 3 clusters
  Score: Raw -244345.219314 + Penalty 2533.317524 = -241811.901789
  nChanged 178
		SP:Iteration 2F (8065.750000 sec): 3 clusters
  Score: Raw -244478.019504 + Penalty 2533.317524 = -241944.701979
  nChanged 136
		SP:Iteration 3F (8065.750000 sec): 3 clusters
  Score: Raw -244581.275269 + Penalty 2533.317524 = -242047.957745
  nChanged 106
		SP:Iteration 4Q (8065.760000 sec): 3 clusters
  Score: Raw -244670.426315 + Penalty 2533.317524 = -242137.108791
  nChanged 100
		SP:Iteration 5Q (8065.770000 sec): 3 clusters
  Score: Raw -244745.093089 + Penalty 2533.317524 = -242211.775565
  nChanged 84
		SP:Iteration 6Q (8065.770000 sec): 3 clusters
  Score: Raw -244812.674961 + Penalty 2533.317524 = -242279.357437
  nChanged 81
		SP:Iteration 7Q (8065.780000 sec): 3 clusters
  Score: Raw -244882.539161 + Penalty 2533.317524 = -242349.221636
  nChanged 90
		SP:Iteration 8Q (8065.780000 sec): 3 clusters
  Score: Raw -244967.615559 + Penalty 2533.317524 = -242434.298035
  nChanged 83
		SP:Iteration 9Q (8065.790000 sec): 3 clusters
  Score: Raw -245064.068146 + Penalty 2533.317524 = -242530.750621
  nChanged 98
		SP:Iteration 10Q (8065.790000 sec): 3 clusters
  Score: Raw -245219.149345 + Penalty 2533.317524 = -242685.831820
  nChanged 111
		SP:Iteration 11Q (8065.800000 sec): 3 clusters
  Score: Raw -245406.902882 + Penalty 2533.317524 = -242873.585358
  nChanged 108
		SP:Iteration 12Q (8065.810000 sec): 3 clusters
  Score: Raw -245518.547066 + Penalty 2533.317524 = -242985.229542
  nChanged 68
		SP:Iteration 13Q (8065.810000 sec): 3 clusters
  Score: Raw -245580.018388 + Penalty 2533.317524 = -243046.700864
  nChanged 44
		SP:Iteration 14Q (8065.810000 sec): 3 clusters
  Score: Raw -245616.157391 + Penalty 2533.317524 = -243082.839867
  nChanged 39
		SP:Iteration 15Q (8065.820000 sec): 3 clusters
  Score: Raw -245648.257925 + Penalty 2533.317524 = -243114.940401
  nChanged 28
		SP:Iteration 16Q (8065.830000 sec): 3 clusters
  Score: Raw -245667.101168 + Penalty 2533.317524 = -243133.783644
  nChanged 24
		SP:Iteration 17Q (8065.830000 sec): 3 clusters
  Score: Raw -245686.523191 + Penalty 2533.317524 = -243153.205667
  nChanged 22
		SP:Iteration 18Q (8065.830000 sec): 3 clusters
  Score: Raw -245702.767560 + Penalty 2533.317524 = -243169.450036
  nChanged 15
		SP:Iteration 19Q (8065.840000 sec): 3 clusters
  Score: Raw -245713.735803 + Penalty 2533.317524 = -243180.418278
  nChanged 17
		SP:Iteration 20F (8065.850000 sec): 3 clusters
  Score: Raw -245725.830906 + Penalty 2533.317524 = -243192.513381
  nChanged 13
		SP:Iteration 21Q (8065.850000 sec): 3 clusters
  Score: Raw -245733.360268 + Penalty 2533.317524 = -243200.042743
  nChanged 10
		SP:Iteration 22Q (8065.860000 sec): 3 clusters
  Score: Raw -245739.973456 + Penalty 2533.317524 = -243206.655931
  nChanged 5
		SP:Iteration 23Q (8065.860000 sec): 3 clusters
  Score: Raw -245742.742048 + Penalty 2533.317524 = -243209.424524
  nChanged 4
		SP:Iteration 24Q (8065.870000 sec): 3 clusters
  Score: Raw -245744.817212 + Penalty 2533.317524 = -243211.499688
  nChanged 4
		SP:Iteration 25Q (8065.870000 sec): 3 clusters
  Score: Raw -245747.601062 + Penalty 2533.317524 = -243214.283538
  nChanged 3
		SP:Iteration 26Q (8065.870000 sec): 3 clusters
  Score: Raw -245749.696627 + Penalty 2533.317524 = -243216.379102
  nChanged 7
		SP:Iteration 27Q (8065.880000 sec): 3 clusters
  Score: Raw -245752.896679 + Penalty 2533.317524 = -243219.579154
  nChanged 7
		SP:Iteration 28Q (8065.890000 sec): 3 clusters
  Score: Raw -245755.512484 + Penalty 2533.317524 = -243222.194959
  nChanged 4
		SP:Iteration 29Q (8065.890000 sec): 3 clusters
  Score: Raw -245757.746698 + Penalty 2533.317524 = -243224.429173
  nChanged 4
		SP:Iteration 30Q (8065.890000 sec): 3 clusters
  Score: Raw -245760.286929 + Penalty 2533.317524 = -243226.969405
  nChanged 6
		SP:Iteration 31Q (8065.900000 sec): 3 clusters
  Score: Raw -245763.274768 + Penalty 2533.317524 = -243229.957243
  nChanged 3
		SP:Iteration 32Q (8065.910000 sec): 3 clusters
  Score: Raw -245764.174535 + Penalty 2533.317524 = -243230.857010
  nChanged 0
		SP:Iteration 33F (8065.910000 sec): 3 clusters
  Score: Raw -245764.174535 + Penalty 2533.317524 = -243230.857010
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.920000 sec): 2 clusters
  Score: Raw -155707.085654 + Penalty 1208.066825 = -154499.018829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.920000 sec): 3 clusters
  Score: Raw -155050.183615 + Penalty 2416.133649 = -152634.049966
  nChanged 576
		SP:Iteration 1F (8065.930000 sec): 3 clusters
  Score: Raw -155561.610980 + Penalty 2416.133649 = -153145.477330
  nChanged 152
		SP:Iteration 2F (8065.930000 sec): 3 clusters
  Score: Raw -155727.529641 + Penalty 2416.133649 = -153311.395992
  nChanged 106
		SP:Iteration 3F (8065.940000 sec): 3 clusters
  Score: Raw -155856.105151 + Penalty 2416.133649 = -153439.971502
  nChanged 71
		SP:Iteration 4Q (8065.940000 sec): 3 clusters
  Score: Raw -155932.649707 + Penalty 2416.133649 = -153516.516058
  nChanged 60
		SP:Iteration 5Q (8065.950000 sec): 3 clusters
  Score: Raw -155986.200102 + Penalty 2416.133649 = -153570.066453
  nChanged 48
		SP:Iteration 6Q (8065.950000 sec): 3 clusters
  Score: Raw -156016.147920 + Penalty 2416.133649 = -153600.014271
  nChanged 27
		SP:Iteration 7Q (8065.950000 sec): 3 clusters
  Score: Raw -156032.139776 + Penalty 2416.133649 = -153616.006127
  nChanged 15
		SP:Iteration 8Q (8065.950000 sec): 3 clusters
  Score: Raw -156042.530357 + Penalty 2416.133649 = -153626.396707
  nChanged 12
		SP:Iteration 9Q (8065.960000 sec): 3 clusters
  Score: Raw -156048.295073 + Penalty 2416.133649 = -153632.161424
  nChanged 12
		SP:Iteration 10Q (8065.960000 sec): 3 clusters
  Score: Raw -156052.592587 + Penalty 2416.133649 = -153636.458938
  nChanged 6
		SP:Iteration 11Q (8065.970000 sec): 3 clusters
  Score: Raw -156055.534619 + Penalty 2416.133649 = -153639.400970
  nChanged 7
		SP:Iteration 12Q (8065.970000 sec): 3 clusters
  Score: Raw -156060.644140 + Penalty 2416.133649 = -153644.510490
  nChanged 7
		SP:Iteration 13Q (8065.970000 sec): 3 clusters
  Score: Raw -156064.304973 + Penalty 2416.133649 = -153648.171324
  nChanged 3
		SP:Iteration 14Q (8065.980000 sec): 3 clusters
  Score: Raw -156067.068996 + Penalty 2416.133649 = -153650.935347
  nChanged 4
		SP:Iteration 15Q (8065.980000 sec): 3 clusters
  Score: Raw -156068.890102 + Penalty 2416.133649 = -153652.756453
  nChanged 4
		SP:Iteration 16Q (8065.990000 sec): 3 clusters
  Score: Raw -156070.742198 + Penalty 2416.133649 = -153654.608549
  nChanged 2
		SP:Iteration 17Q (8065.990000 sec): 3 clusters
  Score: Raw -156071.473016 + Penalty 2416.133649 = -153655.339367
  nChanged 2
		SP:Iteration 18Q (8065.990000 sec): 3 clusters
  Score: Raw -156072.408406 + Penalty 2416.133649 = -153656.274757
  nChanged 3
		SP:Iteration 19Q (8066.000000 sec): 3 clusters
  Score: Raw -156073.706735 + Penalty 2416.133649 = -153657.573086
  nChanged 4
		SP:Iteration 20F (8066.000000 sec): 3 clusters
  Score: Raw -156075.226639 + Penalty 2416.133649 = -153659.092990
  nChanged 2
		SP:Iteration 21Q (8066.010000 sec): 3 clusters
  Score: Raw -156075.900355 + Penalty 2416.133649 = -153659.766706
  nChanged 3
		SP:Iteration 22Q (8066.010000 sec): 3 clusters
  Score: Raw -156077.136166 + Penalty 2416.133649 = -153661.002517
  nChanged 2
		SP:Iteration 23Q (8066.010000 sec): 3 clusters
  Score: Raw -156078.668798 + Penalty 2416.133649 = -153662.535149
  nChanged 3
		SP:Iteration 24Q (8066.020000 sec): 3 clusters
  Score: Raw -156080.583065 + Penalty 2416.133649 = -153664.449416
  nChanged 4
		SP:Iteration 25Q (8066.020000 sec): 3 clusters
  Score: Raw -156083.089212 + Penalty 2416.133649 = -153666.955563
  nChanged 5
		SP:Iteration 26Q (8066.020000 sec): 3 clusters
  Score: Raw -156085.261986 + Penalty 2416.133649 = -153669.128336
  nChanged 5
		SP:Iteration 27Q (8066.030000 sec): 3 clusters
  Score: Raw -156088.160718 + Penalty 2416.133649 = -153672.027069
  nChanged 6
		SP:Iteration 28Q (8066.030000 sec): 3 clusters
  Score: Raw -156090.198319 + Penalty 2416.133649 = -153674.064670
  nChanged 2
		SP:Iteration 29Q (8066.030000 sec): 3 clusters
  Score: Raw -156090.691714 + Penalty 2416.133649 = -153674.558064
  nChanged 0
		SP:Iteration 30F (8066.040000 sec): 3 clusters
  Score: Raw -156090.691714 + Penalty 2416.133649 = -153674.558064
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8066.050000 sec): 2 clusters
  Score: Raw -413436.940267 + Penalty 1356.483441 = -412080.456826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8066.070000 sec): 3 clusters
  Score: Raw -411364.254187 + Penalty 2712.966882 = -408651.287304
  nChanged 1674
		SP:Iteration 1F (8066.070000 sec): 3 clusters
  Score: Raw -412406.787108 + Penalty 2712.966882 = -409693.820226
  nChanged 376
		SP:Iteration 2F (8066.090000 sec): 3 clusters
  Score: Raw -412693.852099 + Penalty 2712.966882 = -409980.885216
  nChanged 254
		SP:Iteration 3F (8066.090000 sec): 3 clusters
  Score: Raw -412945.044806 + Penalty 2712.966882 = -410232.077924
  nChanged 263
		SP:Iteration 4F (8066.110000 sec): 3 clusters
  Score: Raw -413226.247055 + Penalty 2712.966882 = -410513.280173
  nChanged 230
		SP:Iteration 5F (8066.110000 sec): 3 clusters
  Score: Raw -413446.591856 + Penalty 2712.966882 = -410733.624973
  nChanged 201
		SP:Iteration 6Q (8066.120000 sec): 3 clusters
  Score: Raw -413647.513926 + Penalty 2712.966882 = -410934.547044
  nChanged 179
		SP:Iteration 7Q (8066.130000 sec): 3 clusters
  Score: Raw -413816.265581 + Penalty 2712.966882 = -411103.298698
  nChanged 151
		SP:Iteration 8Q (8066.140000 sec): 3 clusters
  Score: Raw -413984.845966 + Penalty 2712.966882 = -411271.879084
  nChanged 157
		SP:Iteration 9Q (8066.150000 sec): 3 clusters
  Score: Raw -414148.080054 + Penalty 2712.966882 = -411435.113172
  nChanged 119
		SP:Iteration 10Q (8066.160000 sec): 3 clusters
  Score: Raw -414241.748212 + Penalty 2712.966882 = -411528.781330
  nChanged 83
		SP:Iteration 11Q (8066.170000 sec): 3 clusters
  Score: Raw -414295.919594 + Penalty 2712.966882 = -411582.952712
  nChanged 51
		SP:Iteration 12Q (8066.180000 sec): 3 clusters
  Score: Raw -414332.661471 + Penalty 2712.966882 = -411619.694589
  nChanged 46
		SP:Iteration 13Q (8066.190000 sec): 3 clusters
  Score: Raw -414360.018410 + Penalty 2712.966882 = -411647.051527
  nChanged 42
		SP:Iteration 14Q (8066.190000 sec): 3 clusters
  Score: Raw -414378.521503 + Penalty 2712.966882 = -411665.554620
  nChanged 24
		SP:Iteration 15Q (8066.200000 sec): 3 clusters
  Score: Raw -414389.584499 + Penalty 2712.966882 = -411676.617616
  nChanged 18
		SP:Iteration 16Q (8066.210000 sec): 3 clusters
  Score: Raw -414397.143853 + Penalty 2712.966882 = -411684.176971
  nChanged 18
		SP:Iteration 17Q (8066.220000 sec): 3 clusters
  Score: Raw -414403.897887 + Penalty 2712.966882 = -411690.931005
  nChanged 23
		SP:Iteration 18Q (8066.230000 sec): 3 clusters
  Score: Raw -414412.836480 + Penalty 2712.966882 = -411699.869597
  nChanged 13
		SP:Iteration 19Q (8066.230000 sec): 3 clusters
  Score: Raw -414416.746975 + Penalty 2712.966882 = -411703.780092
  nChanged 15
		SP:Iteration 20F (8066.250000 sec): 3 clusters
  Score: Raw -414422.657626 + Penalty 2712.966882 = -411709.690744
  nChanged 11
		SP:Iteration 21Q (8066.250000 sec): 3 clusters
  Score: Raw -414425.192117 + Penalty 2712.966882 = -411712.225235
  nChanged 8
		SP:Iteration 22Q (8066.260000 sec): 3 clusters
  Score: Raw -414427.239643 + Penalty 2712.966882 = -411714.272761
  nChanged 5
		SP:Iteration 23Q (8066.270000 sec): 3 clusters
  Score: Raw -414429.217463 + Penalty 2712.966882 = -411716.250580
  nChanged 9
		SP:Iteration 24Q (8066.280000 sec): 3 clusters
  Score: Raw -414432.379989 + Penalty 2712.966882 = -411719.413107
  nChanged 9
		SP:Iteration 25Q (8066.290000 sec): 3 clusters
  Score: Raw -414434.201251 + Penalty 2712.966882 = -411721.234369
  nChanged 1
		SP:Iteration 26Q (8066.290000 sec): 3 clusters
  Score: Raw -414434.303333 + Penalty 2712.966882 = -411721.336451
  nChanged 0
		SP:Iteration 27F (8066.310000 sec): 3 clusters
  Score: Raw -414434.303333 + Penalty 2712.966882 = -411721.336451
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8066.310000 sec): 2 clusters
  Score: Raw -256245.706230 + Penalty 1285.828248 = -254959.877982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8066.320000 sec): 3 clusters
  Score: Raw -254987.280960 + Penalty 2571.656497 = -252415.624464
  nChanged 1019
		SP:Iteration 1F (8066.330000 sec): 3 clusters
  Score: Raw -255577.880203 + Penalty 2571.656497 = -253006.223706
  nChanged 223
		SP:Iteration 2F (8066.330000 sec): 3 clusters
  Score: Raw -255723.959176 + Penalty 2571.656497 = -253152.302679
  nChanged 169
		SP:Iteration 3F (8066.340000 sec): 3 clusters
  Score: Raw -255826.160831 + Penalty 2571.656497 = -253254.504334
  nChanged 114
		SP:Iteration 4Q (8066.350000 sec): 3 clusters
  Score: Raw -255889.879039 + Penalty 2571.656497 = -253318.222542
  nChanged 77
		SP:Iteration 5Q (8066.350000 sec): 3 clusters
  Score: Raw -255934.783821 + Penalty 2571.656497 = -253363.127324
  nChanged 63
		SP:Iteration 6Q (8066.360000 sec): 3 clusters
  Score: Raw -255975.839586 + Penalty 2571.656497 = -253404.183089
  nChanged 69
		SP:Iteration 7Q (8066.370000 sec): 3 clusters
  Score: Raw -256022.592768 + Penalty 2571.656497 = -253450.936271
  nChanged 61
		SP:Iteration 8Q (8066.370000 sec): 3 clusters
  Score: Raw -256054.098153 + Penalty 2571.656497 = -253482.441657
  nChanged 50
		SP:Iteration 9Q (8066.380000 sec): 3 clusters
  Score: Raw -256078.813416 + Penalty 2571.656497 = -253507.156919
  nChanged 50
		SP:Iteration 10Q (8066.390000 sec): 3 clusters
  Score: Raw -256098.835818 + Penalty 2571.656497 = -253527.179321
  nChanged 29
		SP:Iteration 11Q (8066.390000 sec): 3 clusters
  Score: Raw -256108.204380 + Penalty 2571.656497 = -253536.547883
  nChanged 17
		SP:Iteration 12Q (8066.400000 sec): 3 clusters
  Score: Raw -256113.927746 + Penalty 2571.656497 = -253542.271249
  nChanged 21
		SP:Iteration 13Q (8066.400000 sec): 3 clusters
  Score: Raw -256121.154961 + Penalty 2571.656497 = -253549.498464
  nChanged 18
		SP:Iteration 14Q (8066.410000 sec): 3 clusters
  Score: Raw -256130.415634 + Penalty 2571.656497 = -253558.759138
  nChanged 22
		SP:Iteration 15Q (8066.410000 sec): 3 clusters
  Score: Raw -256139.927782 + Penalty 2571.656497 = -253568.271286
  nChanged 20
		SP:Iteration 16Q (8066.420000 sec): 3 clusters
  Score: Raw -256147.712636 + Penalty 2571.656497 = -253576.056139
  nChanged 25
		SP:Iteration 17Q (8066.430000 sec): 3 clusters
  Score: Raw -256159.187013 + Penalty 2571.656497 = -253587.530516
  nChanged 26
		SP:Iteration 18Q (8066.430000 sec): 3 clusters
  Score: Raw -256171.953767 + Penalty 2571.656497 = -253600.297270
  nChanged 17
		SP:Iteration 19Q (8066.440000 sec): 3 clusters
  Score: Raw -256178.186823 + Penalty 2571.656497 = -253606.530326
  nChanged 18
		SP:Iteration 20F (8066.450000 sec): 3 clusters
  Score: Raw -256184.835942 + Penalty 2571.656497 = -253613.179445
  nChanged 15
		SP:Iteration 21Q (8066.450000 sec): 3 clusters
  Score: Raw -256190.758433 + Penalty 2571.656497 = -253619.101936
  nChanged 14
		SP:Iteration 22Q (8066.460000 sec): 3 clusters
  Score: Raw -256196.576456 + Penalty 2571.656497 = -253624.919960
  nChanged 18
		SP:Iteration 23Q (8066.470000 sec): 3 clusters
  Score: Raw -256201.518373 + Penalty 2571.656497 = -253629.861877
  nChanged 9
		SP:Iteration 24Q (8066.470000 sec): 3 clusters
  Score: Raw -256204.169123 + Penalty 2571.656497 = -253632.512627
  nChanged 6
		SP:Iteration 25Q (8066.480000 sec): 3 clusters
  Score: Raw -256208.570688 + Penalty 2571.656497 = -253636.914191
  nChanged 12
		SP:Iteration 26Q (8066.480000 sec): 3 clusters
  Score: Raw -256214.056597 + Penalty 2571.656497 = -253642.400101
  nChanged 9
		SP:Iteration 27Q (8066.490000 sec): 3 clusters
  Score: Raw -256217.232766 + Penalty 2571.656497 = -253645.576269
  nChanged 7
		SP:Iteration 28Q (8066.490000 sec): 3 clusters
  Score: Raw -256220.865474 + Penalty 2571.656497 = -253649.208978
  nChanged 11
		SP:Iteration 29Q (8066.500000 sec): 3 clusters
  Score: Raw -256225.023750 + Penalty 2571.656497 = -253653.367253
  nChanged 11
		SP:Iteration 30Q (8066.510000 sec): 3 clusters
  Score: Raw -256229.238050 + Penalty 2571.656497 = -253657.581554
  nChanged 8
		SP:Iteration 31Q (8066.510000 sec): 3 clusters
  Score: Raw -256231.384654 + Penalty 2571.656497 = -253659.728157
  nChanged 7
		SP:Iteration 32Q (8066.520000 sec): 3 clusters
  Score: Raw -256232.913352 + Penalty 2571.656497 = -253661.256856
  nChanged 6
		SP:Iteration 33Q (8066.530000 sec): 3 clusters
  Score: Raw -256236.400234 + Penalty 2571.656497 = -253664.743737
  nChanged 7
		SP:Iteration 34Q (8066.530000 sec): 3 clusters
  Score: Raw -256238.869248 + Penalty 2571.656497 = -253667.212751
  nChanged 3
		SP:Iteration 35Q (8066.540000 sec): 3 clusters
  Score: Raw -256241.141922 + Penalty 2571.656497 = -253669.485425
  nChanged 11
		SP:Iteration 36Q (8066.550000 sec): 3 clusters
  Score: Raw -256245.931095 + Penalty 2571.656497 = -253674.274598
  nChanged 10
		SP:Iteration 37Q (8066.550000 sec): 3 clusters
  Score: Raw -256248.699940 + Penalty 2571.656497 = -253677.043444
  nChanged 4
		SP:Iteration 38Q (8066.560000 sec): 3 clusters
  Score: Raw -256249.819923 + Penalty 2571.656497 = -253678.163426
  nChanged 1
		SP:Iteration 39Q (8066.560000 sec): 3 clusters
  Score: Raw -256250.499416 + Penalty 2571.656497 = -253678.842919
  nChanged 1
		SP:Iteration 40F (8066.570000 sec): 3 clusters
  Score: Raw -256251.332878 + Penalty 2571.656497 = -253679.676381
  nChanged 3
		SP:Iteration 41Q (8066.570000 sec): 3 clusters
  Score: Raw -256251.866121 + Penalty 2571.656497 = -253680.209624
  nChanged 0
		SP:Iteration 42F (8066.580000 sec): 3 clusters
  Score: Raw -256251.866121 + Penalty 2571.656497 = -253680.209624
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8066.590000 sec): 2 clusters
  Score: Raw -207622.496678 + Penalty 1251.003453 = -206371.493225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8066.590000 sec): 3 clusters
  Score: Raw -206631.786416 + Penalty 2502.006906 = -204129.779510
  nChanged 763
		SP:Iteration 1F (8066.600000 sec): 3 clusters
  Score: Raw -207124.677635 + Penalty 2502.006906 = -204622.670729
  nChanged 203
		SP:Iteration 2F (8066.610000 sec): 3 clusters
  Score: Raw -207322.197356 + Penalty 2502.006906 = -204820.190450
  nChanged 146
		SP:Iteration 3F (8066.610000 sec): 3 clusters
  Score: Raw -207513.950533 + Penalty 2502.006906 = -205011.943627
  nChanged 146
		SP:Iteration 4F (8066.620000 sec): 3 clusters
  Score: Raw -207714.319353 + Penalty 2502.006906 = -205212.312446
  nChanged 139
		SP:Iteration 5F (8066.620000 sec): 3 clusters
  Score: Raw -207904.881273 + Penalty 2502.006906 = -205402.874366
  nChanged 136
		SP:Iteration 6F (8066.630000 sec): 3 clusters
  Score: Raw -208079.890860 + Penalty 2502.006906 = -205577.883954
  nChanged 118
		SP:Iteration 7F (8066.630000 sec): 3 clusters
  Score: Raw -208225.351237 + Penalty 2502.006906 = -205723.344331
  nChanged 94
		SP:Iteration 8Q (8066.640000 sec): 3 clusters
  Score: Raw -208355.455683 + Penalty 2502.006906 = -205853.448777
  nChanged 96
		SP:Iteration 9Q (8066.640000 sec): 3 clusters
  Score: Raw -208521.942141 + Penalty 2502.006906 = -206019.935235
  nChanged 69
		SP:Iteration 10Q (8066.650000 sec): 3 clusters
  Score: Raw -208629.530724 + Penalty 2502.006906 = -206127.523818
  nChanged 45
		SP:Iteration 11Q (8066.650000 sec): 3 clusters
  Score: Raw -208680.411812 + Penalty 2502.006906 = -206178.404905
  nChanged 29
		SP:Iteration 12Q (8066.650000 sec): 3 clusters
  Score: Raw -208705.583158 + Penalty 2502.006906 = -206203.576252
  nChanged 7
		SP:Iteration 13Q (8066.660000 sec): 3 clusters
  Score: Raw -208709.905543 + Penalty 2502.006906 = -206207.898637
  nChanged 3
		SP:Iteration 14Q (8066.660000 sec): 3 clusters
  Score: Raw -208710.892864 + Penalty 2502.006906 = -206208.885958
  nChanged 2
		SP:Iteration 15Q (8066.670000 sec): 3 clusters
  Score: Raw -208711.572906 + Penalty 2502.006906 = -206209.566000
  nChanged 3
		SP:Iteration 16Q (8066.670000 sec): 3 clusters
  Score: Raw -208714.346467 + Penalty 2502.006906 = -206212.339561
  nChanged 1
		SP:Iteration 17Q (8066.670000 sec): 3 clusters
  Score: Raw -208715.116779 + Penalty 2502.006906 = -206213.109873
  nChanged 0
		SP:Iteration 18F (8066.680000 sec): 3 clusters
  Score: Raw -208715.116779 + Penalty 2502.006906 = -206213.109873
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8066.690000 sec): 2 clusters
  Score: Raw -400534.614341 + Penalty 1354.429640 = -399180.184701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8066.700000 sec): 3 clusters
  Score: Raw -398449.047612 + Penalty 2708.859280 = -395740.188331
  nChanged 1672
		SP:Iteration 1F (8066.710000 sec): 3 clusters
  Score: Raw -399470.455753 + Penalty 2708.859280 = -396761.596473
  nChanged 317
		SP:Iteration 2F (8066.720000 sec): 3 clusters
  Score: Raw -399653.384046 + Penalty 2708.859280 = -396944.524766
  nChanged 244
		SP:Iteration 3F (8066.730000 sec): 3 clusters
  Score: Raw -399822.143151 + Penalty 2708.859280 = -397113.283871
  nChanged 199
		SP:Iteration 4Q (8066.740000 sec): 3 clusters
  Score: Raw -399980.657221 + Penalty 2708.859280 = -397271.797941
  nChanged 202
		SP:Iteration 5Q (8066.750000 sec): 3 clusters
  Score: Raw -400157.416892 + Penalty 2708.859280 = -397448.557612
  nChanged 209
		SP:Iteration 6F (8066.760000 sec): 3 clusters
  Score: Raw -400338.805547 + Penalty 2708.859280 = -397629.946266
  nChanged 182
		SP:Iteration 7Q (8066.770000 sec): 3 clusters
  Score: Raw -400503.908789 + Penalty 2708.859280 = -397795.049509
  nChanged 187
		SP:Iteration 8Q (8066.780000 sec): 3 clusters
  Score: Raw -400688.631651 + Penalty 2708.859280 = -397979.772371
  nChanged 179
		SP:Iteration 9Q (8066.790000 sec): 3 clusters
  Score: Raw -400855.504284 + Penalty 2708.859280 = -398146.645003
  nChanged 135
		SP:Iteration 10Q (8066.800000 sec): 3 clusters
  Score: Raw -400974.843065 + Penalty 2708.859280 = -398265.983785
  nChanged 112
		SP:Iteration 11Q (8066.810000 sec): 3 clusters
  Score: Raw -401059.139187 + Penalty 2708.859280 = -398350.279906
  nChanged 73
		SP:Iteration 12Q (8066.820000 sec): 3 clusters
  Score: Raw -401110.472748 + Penalty 2708.859280 = -398401.613467
  nChanged 43
		SP:Iteration 13Q (8066.830000 sec): 3 clusters
  Score: Raw -401136.278257 + Penalty 2708.859280 = -398427.418977
  nChanged 39
		SP:Iteration 14Q (8066.830000 sec): 3 clusters
  Score: Raw -401154.117583 + Penalty 2708.859280 = -398445.258303
  nChanged 24
		SP:Iteration 15Q (8066.840000 sec): 3 clusters
  Score: Raw -401166.462460 + Penalty 2708.859280 = -398457.603180
  nChanged 29
		SP:Iteration 16Q (8066.850000 sec): 3 clusters
  Score: Raw -401179.073353 + Penalty 2708.859280 = -398470.214073
  nChanged 21
		SP:Iteration 17Q (8066.860000 sec): 3 clusters
  Score: Raw -401191.043206 + Penalty 2708.859280 = -398482.183925
  nChanged 17
		SP:Iteration 18Q (8066.870000 sec): 3 clusters
  Score: Raw -401197.211584 + Penalty 2708.859280 = -398488.352303
  nChanged 12
		SP:Iteration 19Q (8066.880000 sec): 3 clusters
  Score: Raw -401200.810969 + Penalty 2708.859280 = -398491.951689
  nChanged 6
		SP:Iteration 20F (8066.890000 sec): 3 clusters
  Score: Raw -401202.270131 + Penalty 2708.859280 = -398493.410850
  nChanged 3
		SP:Iteration 21Q (8066.890000 sec): 3 clusters
  Score: Raw -401202.863763 + Penalty 2708.859280 = -398494.004483
  nChanged 5
		SP:Iteration 22Q (8066.910000 sec): 3 clusters
  Score: Raw -401204.391376 + Penalty 2708.859280 = -398495.532096
  nChanged 5
		SP:Iteration 23Q (8066.910000 sec): 3 clusters
  Score: Raw -401205.850448 + Penalty 2708.859280 = -398496.991168
  nChanged 2
		SP:Iteration 24Q (8066.920000 sec): 3 clusters
  Score: Raw -401206.306739 + Penalty 2708.859280 = -398497.447459
  nChanged 3
		SP:Iteration 25Q (8066.930000 sec): 3 clusters
  Score: Raw -401207.054836 + Penalty 2708.859280 = -398498.195556
  nChanged 4
		SP:Iteration 26Q (8066.940000 sec): 3 clusters
  Score: Raw -401208.254705 + Penalty 2708.859280 = -398499.395425
  nChanged 4
		SP:Iteration 27Q (8066.950000 sec): 3 clusters
  Score: Raw -401209.845355 + Penalty 2708.859280 = -398500.986075
  nChanged 7
		SP:Iteration 28Q (8066.960000 sec): 3 clusters
  Score: Raw -401212.444422 + Penalty 2708.859280 = -398503.585142
  nChanged 6
		SP:Iteration 29Q (8066.970000 sec): 3 clusters
  Score: Raw -401214.215394 + Penalty 2708.859280 = -398505.356114
  nChanged 4
		SP:Iteration 30Q (8066.970000 sec): 3 clusters
  Score: Raw -401214.949599 + Penalty 2708.859280 = -398506.090319
  nChanged 1
		SP:Iteration 31Q (8066.980000 sec): 3 clusters
  Score: Raw -401215.058502 + Penalty 2708.859280 = -398506.199222
  nChanged 0
		SP:Iteration 32F (8066.990000 sec): 3 clusters
  Score: Raw -401215.058502 + Penalty 2708.859280 = -398506.199222
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (60945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8067.180000 sec): 2 clusters
  Score: Raw -6258584.223696 + Penalty 1790.380653 = -6256793.843042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8067.340000 sec): 3 clusters
  Score: Raw -6219664.394268 + Penalty 3580.761307 = -6216083.632962
  nChanged 28884
		SP:Iteration 1F (8067.490000 sec): 3 clusters
  Score: Raw -6235931.916387 + Penalty 3580.761307 = -6232351.155080
  nChanged 2232
		SP:Iteration 2Q (8067.650000 sec): 3 clusters
  Score: Raw -6236551.180508 + Penalty 3580.761307 = -6232970.419202
  nChanged 2322
		SP:Iteration 3Q (8067.810000 sec): 3 clusters
  Score: Raw -6237335.583623 + Penalty 3580.761307 = -6233754.822317
  nChanged 2653
		SP:Iteration 4Q (8067.970000 sec): 3 clusters
  Score: Raw -6238391.947853 + Penalty 3580.761307 = -6234811.186546
  nChanged 2931
		SP:Iteration 5Q (8068.130000 sec): 3 clusters
  Score: Raw -6239734.193931 + Penalty 3580.761307 = -6236153.432624
  nChanged 3296
		SP:Iteration 6F (8068.280000 sec): 3 clusters
  Score: Raw -6241514.295291 + Penalty 3580.761307 = -6237933.533985
  nChanged 3619
		SP:Iteration 7F (8068.440000 sec): 3 clusters
  Score: Raw -6243804.854068 + Penalty 3580.761307 = -6240224.092761
  nChanged 3687
		SP:Iteration 8F (8068.590000 sec): 3 clusters
  Score: Raw -6246272.401770 + Penalty 3580.761307 = -6242691.640463
  nChanged 3353
		SP:Iteration 9F (8068.750000 sec): 3 clusters
  Score: Raw -6248540.016082 + Penalty 3580.761307 = -6244959.254776
  nChanged 2712
		SP:Iteration 10Q (8068.900000 sec): 3 clusters
  Score: Raw -6250241.560782 + Penalty 3580.761307 = -6246660.799476
  nChanged 2140
		SP:Iteration 11Q (8069.050000 sec): 3 clusters
  Score: Raw -6251334.051730 + Penalty 3580.761307 = -6247753.290423
  nChanged 1573
		SP:Iteration 12Q (8069.200000 sec): 3 clusters
  Score: Raw -6251956.032886 + Penalty 3580.761307 = -6248375.271579
  nChanged 1164
		SP:Iteration 13Q (8069.340000 sec): 3 clusters
  Score: Raw -6252361.748493 + Penalty 3580.761307 = -6248780.987187
  nChanged 941
		SP:Iteration 14Q (8069.490000 sec): 3 clusters
  Score: Raw -6252706.572668 + Penalty 3580.761307 = -6249125.811362
  nChanged 940
		SP:Iteration 15Q (8069.630000 sec): 3 clusters
  Score: Raw -6253070.406440 + Penalty 3580.761307 = -6249489.645133
  nChanged 938
		SP:Iteration 16Q (8069.770000 sec): 3 clusters
  Score: Raw -6253449.091227 + Penalty 3580.761307 = -6249868.329920
  nChanged 967
		SP:Iteration 17Q (8069.910000 sec): 3 clusters
  Score: Raw -6253868.778775 + Penalty 3580.761307 = -6250288.017469
  nChanged 1023
		SP:Iteration 18Q (8070.040000 sec): 3 clusters
  Score: Raw -6254383.372747 + Penalty 3580.761307 = -6250802.611441
  nChanged 1024
		SP:Iteration 19Q (8070.180000 sec): 3 clusters
  Score: Raw -6254982.946704 + Penalty 3580.761307 = -6251402.185397
  nChanged 992
		SP:Iteration 20F (8070.330000 sec): 3 clusters
  Score: Raw -6255639.945598 + Penalty 3580.761307 = -6252059.184292
  nChanged 965
		SP:Iteration 21Q (8070.460000 sec): 3 clusters
  Score: Raw -6256319.158649 + Penalty 3580.761307 = -6252738.397343
  nChanged 778
		SP:Iteration 22Q (8070.590000 sec): 3 clusters
  Score: Raw -6256850.037651 + Penalty 3580.761307 = -6253269.276345
  nChanged 693
		SP:Iteration 23Q (8070.720000 sec): 3 clusters
  Score: Raw -6257263.311409 + Penalty 3580.761307 = -6253682.550102
  nChanged 551
		SP:Iteration 24Q (8070.850000 sec): 3 clusters
  Score: Raw -6257541.552040 + Penalty 3580.761307 = -6253960.790734
  nChanged 464
		SP:Iteration 25Q (8070.970000 sec): 3 clusters
  Score: Raw -6257725.162099 + Penalty 3580.761307 = -6254144.400793
  nChanged 374
		SP:Iteration 26Q (8071.090000 sec): 3 clusters
  Score: Raw -6257839.705034 + Penalty 3580.761307 = -6254258.943727
  nChanged 289
		SP:Iteration 27Q (8071.210000 sec): 3 clusters
  Score: Raw -6257916.436631 + Penalty 3580.761307 = -6254335.675324
  nChanged 234
		SP:Iteration 28Q (8071.330000 sec): 3 clusters
  Score: Raw -6257971.377029 + Penalty 3580.761307 = -6254390.615722
  nChanged 216
		SP:Iteration 29Q (8071.450000 sec): 3 clusters
  Score: Raw -6258016.376265 + Penalty 3580.761307 = -6254435.614958
  nChanged 164
		SP:Iteration 30Q (8071.570000 sec): 3 clusters
  Score: Raw -6258048.087731 + Penalty 3580.761307 = -6254467.326424
  nChanged 163
		SP:Iteration 31Q (8071.690000 sec): 3 clusters
  Score: Raw -6258080.557330 + Penalty 3580.761307 = -6254499.796023
  nChanged 164
		SP:Iteration 32Q (8071.810000 sec): 3 clusters
  Score: Raw -6258111.100143 + Penalty 3580.761307 = -6254530.338837
  nChanged 139
		SP:Iteration 33Q (8071.930000 sec): 3 clusters
  Score: Raw -6258136.977642 + Penalty 3580.761307 = -6254556.216336
  nChanged 125
		SP:Iteration 34Q (8072.050000 sec): 3 clusters
  Score: Raw -6258157.494660 + Penalty 3580.761307 = -6254576.733353
  nChanged 104
		SP:Iteration 35Q (8072.170000 sec): 3 clusters
  Score: Raw -6258173.875784 + Penalty 3580.761307 = -6254593.114477
  nChanged 101
		SP:Iteration 36Q (8072.280000 sec): 3 clusters
  Score: Raw -6258189.755200 + Penalty 3580.761307 = -6254608.993894
  nChanged 94
		SP:Iteration 37Q (8072.400000 sec): 3 clusters
  Score: Raw -6258206.332599 + Penalty 3580.761307 = -6254625.571293
  nChanged 101
		SP:Iteration 38Q (8072.520000 sec): 3 clusters
  Score: Raw -6258224.547218 + Penalty 3580.761307 = -6254643.785912
  nChanged 99
		SP:Iteration 39Q (8072.630000 sec): 3 clusters
  Score: Raw -6258240.686564 + Penalty 3580.761307 = -6254659.925257
  nChanged 94
		SP:Iteration 40F (8072.790000 sec): 3 clusters
  Score: Raw -6258255.602968 + Penalty 3580.761307 = -6254674.841661
  nChanged 101
		SP:Iteration 41Q (8072.900000 sec): 3 clusters
  Score: Raw -6258272.254522 + Penalty 3580.761307 = -6254691.493216
  nChanged 97
		SP:Iteration 42Q (8073.020000 sec): 3 clusters
  Score: Raw -6258288.841526 + Penalty 3580.761307 = -6254708.080219
  nChanged 89
		SP:Iteration 43Q (8073.140000 sec): 3 clusters
  Score: Raw -6258304.995454 + Penalty 3580.761307 = -6254724.234147
  nChanged 93
		SP:Iteration 44Q (8073.250000 sec): 3 clusters
  Score: Raw -6258321.566596 + Penalty 3580.761307 = -6254740.805290
  nChanged 82
		SP:Iteration 45Q (8073.370000 sec): 3 clusters
  Score: Raw -6258335.112099 + Penalty 3580.761307 = -6254754.350793
  nChanged 85
		SP:Iteration 46Q (8073.480000 sec): 3 clusters
  Score: Raw -6258349.591933 + Penalty 3580.761307 = -6254768.830627
  nChanged 73
		SP:Iteration 47Q (8073.600000 sec): 3 clusters
  Score: Raw -6258362.292618 + Penalty 3580.761307 = -6254781.531311
  nChanged 74
		SP:Iteration 48Q (8073.710000 sec): 3 clusters
  Score: Raw -6258374.415728 + Penalty 3580.761307 = -6254793.654422
  nChanged 71
		SP:Iteration 49Q (8073.830000 sec): 3 clusters
  Score: Raw -6258388.276876 + Penalty 3580.761307 = -6254807.515569
  nChanged 77
		SP:Iteration 50Q (8073.940000 sec): 3 clusters
  Score: Raw -6258403.922832 + Penalty 3580.761307 = -6254823.161526
  nChanged 80
		SP:Iteration 51Q (8074.060000 sec): 3 clusters
  Score: Raw -6258423.301819 + Penalty 3580.761307 = -6254842.540512
  nChanged 85
		SP:Iteration 52Q (8074.170000 sec): 3 clusters
  Score: Raw -6258443.190017 + Penalty 3580.761307 = -6254862.428711
  nChanged 85
		SP:Iteration 53Q (8074.280000 sec): 3 clusters
  Score: Raw -6258465.188390 + Penalty 3580.761307 = -6254884.427084
  nChanged 84
		SP:Iteration 54Q (8074.400000 sec): 3 clusters
  Score: Raw -6258485.436810 + Penalty 3580.761307 = -6254904.675503
  nChanged 75
		SP:Iteration 55Q (8074.510000 sec): 3 clusters
  Score: Raw -6258501.431115 + Penalty 3580.761307 = -6254920.669809
  nChanged 72
		SP:Iteration 56Q (8074.620000 sec): 3 clusters
  Score: Raw -6258518.957879 + Penalty 3580.761307 = -6254938.196572
  nChanged 68
		SP:Iteration 57Q (8074.740000 sec): 3 clusters
  Score: Raw -6258533.598553 + Penalty 3580.761307 = -6254952.837246
  nChanged 57
		SP:Iteration 58Q (8074.850000 sec): 3 clusters
  Score: Raw -6258546.171714 + Penalty 3580.761307 = -6254965.410407
  nChanged 60
		SP:Iteration 59Q (8074.960000 sec): 3 clusters
  Score: Raw -6258562.317599 + Penalty 3580.761307 = -6254981.556292
  nChanged 56
		SP:Iteration 60F (8075.120000 sec): 3 clusters
  Score: Raw -6258575.791286 + Penalty 3580.761307 = -6254995.029979
  nChanged 40
		SP:Iteration 61Q (8075.230000 sec): 3 clusters
  Score: Raw -6258583.247328 + Penalty 3580.761307 = -6255002.486022
  nChanged 45
		SP:Iteration 62Q (8075.340000 sec): 3 clusters
  Score: Raw -6258591.694250 + Penalty 3580.761307 = -6255010.932943
  nChanged 37
		SP:Iteration 63Q (8075.450000 sec): 3 clusters
  Score: Raw -6258600.401244 + Penalty 3580.761307 = -6255019.639937
  nChanged 35
		SP:Iteration 64Q (8075.560000 sec): 3 clusters
  Score: Raw -6258607.976170 + Penalty 3580.761307 = -6255027.214863
  nChanged 29
		SP:Iteration 65Q (8075.670000 sec): 3 clusters
  Score: Raw -6258614.016234 + Penalty 3580.761307 = -6255033.254927
  nChanged 31
		SP:Iteration 66Q (8075.780000 sec): 3 clusters
  Score: Raw -6258621.329139 + Penalty 3580.761307 = -6255040.567833
  nChanged 38
		SP:Iteration 67Q (8075.900000 sec): 3 clusters
  Score: Raw -6258631.299046 + Penalty 3580.761307 = -6255050.537740
  nChanged 31
		SP:Iteration 68Q (8076.010000 sec): 3 clusters
  Score: Raw -6258638.455822 + Penalty 3580.761307 = -6255057.694516
  nChanged 23
		SP:Iteration 69Q (8076.120000 sec): 3 clusters
  Score: Raw -6258643.159468 + Penalty 3580.761307 = -6255062.398161
  nChanged 22
		SP:Iteration 70Q (8076.230000 sec): 3 clusters
  Score: Raw -6258649.171894 + Penalty 3580.761307 = -6255068.410587
  nChanged 29
		SP:Iteration 71Q (8076.340000 sec): 3 clusters
  Score: Raw -6258655.638128 + Penalty 3580.761307 = -6255074.876822
  nChanged 29
		SP:Iteration 72Q (8076.450000 sec): 3 clusters
  Score: Raw -6258664.209818 + Penalty 3580.761307 = -6255083.448512
  nChanged 27
		SP:Iteration 73Q (8076.560000 sec): 3 clusters
  Score: Raw -6258672.025986 + Penalty 3580.761307 = -6255091.264679
  nChanged 35
		SP:Iteration 74Q (8076.670000 sec): 3 clusters
  Score: Raw -6258683.262279 + Penalty 3580.761307 = -6255102.500972
  nChanged 42
		SP:Iteration 75Q (8076.780000 sec): 3 clusters
  Score: Raw -6258694.625107 + Penalty 3580.761307 = -6255113.863801
  nChanged 30
		SP:Iteration 76Q (8076.890000 sec): 3 clusters
  Score: Raw -6258701.421980 + Penalty 3580.761307 = -6255120.660673
  nChanged 29
		SP:Iteration 77Q (8077.000000 sec): 3 clusters
  Score: Raw -6258709.455650 + Penalty 3580.761307 = -6255128.694344
  nChanged 37
		SP:Iteration 78Q (8077.110000 sec): 3 clusters
  Score: Raw -6258720.556432 + Penalty 3580.761307 = -6255139.795126
  nChanged 36
		SP:Iteration 79Q (8077.220000 sec): 3 clusters
  Score: Raw -6258732.973701 + Penalty 3580.761307 = -6255152.212394
  nChanged 36
		SP:Iteration 80F (8077.370000 sec): 3 clusters
  Score: Raw -6258741.530399 + Penalty 3580.761307 = -6255160.769093
  nChanged 23
		SP:Iteration 81Q (8077.480000 sec): 3 clusters
  Score: Raw -6258747.330354 + Penalty 3580.761307 = -6255166.569047
  nChanged 31
		SP:Iteration 82Q (8077.590000 sec): 3 clusters
  Score: Raw -6258755.058512 + Penalty 3580.761307 = -6255174.297206
  nChanged 22
		SP:Iteration 83Q (8077.700000 sec): 3 clusters
  Score: Raw -6258761.090362 + Penalty 3580.761307 = -6255180.329056
  nChanged 18
		SP:Iteration 84Q (8077.810000 sec): 3 clusters
  Score: Raw -6258765.584022 + Penalty 3580.761307 = -6255184.822715
  nChanged 18
		SP:Iteration 85Q (8077.920000 sec): 3 clusters
  Score: Raw -6258770.506044 + Penalty 3580.761307 = -6255189.744737
  nChanged 14
		SP:Iteration 86Q (8078.030000 sec): 3 clusters
  Score: Raw -6258774.425366 + Penalty 3580.761307 = -6255193.664059
  nChanged 19
		SP:Iteration 87Q (8078.140000 sec): 3 clusters
  Score: Raw -6258780.333704 + Penalty 3580.761307 = -6255199.572397
  nChanged 23
		SP:Iteration 88Q (8078.250000 sec): 3 clusters
  Score: Raw -6258788.408676 + Penalty 3580.761307 = -6255207.647369
  nChanged 14
		SP:Iteration 89Q (8078.360000 sec): 3 clusters
  Score: Raw -6258792.611757 + Penalty 3580.761307 = -6255211.850451
  nChanged 15
		SP:Iteration 90Q (8078.470000 sec): 3 clusters
  Score: Raw -6258796.259307 + Penalty 3580.761307 = -6255215.498001
  nChanged 9
		SP:Iteration 91Q (8078.580000 sec): 3 clusters
  Score: Raw -6258798.409938 + Penalty 3580.761307 = -6255217.648631
  nChanged 10
		SP:Iteration 92Q (8078.690000 sec): 3 clusters
  Score: Raw -6258801.252966 + Penalty 3580.761307 = -6255220.491659
  nChanged 13
		SP:Iteration 93Q (8078.800000 sec): 3 clusters
  Score: Raw -6258804.734774 + Penalty 3580.761307 = -6255223.973468
  nChanged 10
		SP:Iteration 94Q (8078.900000 sec): 3 clusters
  Score: Raw -6258807.467394 + Penalty 3580.761307 = -6255226.706088
  nChanged 17
		SP:Iteration 95Q (8079.010000 sec): 3 clusters
  Score: Raw -6258812.309484 + Penalty 3580.761307 = -6255231.548178
  nChanged 11
		SP:Iteration 96Q (8079.120000 sec): 3 clusters
  Score: Raw -6258815.769103 + Penalty 3580.761307 = -6255235.007796
  nChanged 8
		SP:Iteration 97Q (8079.230000 sec): 3 clusters
  Score: Raw -6258817.934846 + Penalty 3580.761307 = -6255237.173539
  nChanged 8
		SP:Iteration 98Q (8079.340000 sec): 3 clusters
  Score: Raw -6258819.681620 + Penalty 3580.761307 = -6255238.920314
  nChanged 9
		SP:Iteration 99Q (8079.460000 sec): 3 clusters
  Score: Raw -6258822.010703 + Penalty 3580.761307 = -6255241.249397
  nChanged 7
		SP:Iteration 100F (8079.610000 sec): 3 clusters
  Score: Raw -6258823.690294 + Penalty 3580.761307 = -6255242.928988
  nChanged 7
		SP:Iteration 101Q (8079.720000 sec): 3 clusters
  Score: Raw -6258825.904970 + Penalty 3580.761307 = -6255245.143663
  nChanged 3
		SP:Iteration 102Q (8079.830000 sec): 3 clusters
  Score: Raw -6258827.019071 + Penalty 3580.761307 = -6255246.257764
  nChanged 5
		SP:Iteration 103Q (8079.940000 sec): 3 clusters
  Score: Raw -6258827.875635 + Penalty 3580.761307 = -6255247.114328
  nChanged 5
		SP:Iteration 104Q (8080.040000 sec): 3 clusters
  Score: Raw -6258828.767772 + Penalty 3580.761307 = -6255248.006465
  nChanged 2
		SP:Iteration 105Q (8080.160000 sec): 3 clusters
  Score: Raw -6258829.276575 + Penalty 3580.761307 = -6255248.515269
  nChanged 0
		SP:Iteration 106F (8080.310000 sec): 3 clusters
  Score: Raw -6258829.276575 + Penalty 3580.761307 = -6255248.515269
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8080.350000 sec): 2 clusters
  Score: Raw -125669.147624 + Penalty 1174.377103 = -124494.770521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8080.360000 sec): 3 clusters
  Score: Raw -125158.503826 + Penalty 2348.754206 = -122809.749620
  nChanged 455
		SP:Iteration 1F (8080.360000 sec): 3 clusters
  Score: Raw -125557.638002 + Penalty 2348.754206 = -123208.883796
  nChanged 112
		SP:Iteration 2F (8080.360000 sec): 3 clusters
  Score: Raw -125682.062551 + Penalty 2348.754206 = -123333.308345
  nChanged 87
		SP:Iteration 3F (8080.360000 sec): 3 clusters
  Score: Raw -125786.725662 + Penalty 2348.754206 = -123437.971456
  nChanged 65
		SP:Iteration 4Q (8080.370000 sec): 3 clusters
  Score: Raw -125874.242723 + Penalty 2348.754206 = -123525.488517
  nChanged 50
		SP:Iteration 5Q (8080.370000 sec): 3 clusters
  Score: Raw -125940.738551 + Penalty 2348.754206 = -123591.984345
  nChanged 50
		SP:Iteration 6Q (8080.370000 sec): 3 clusters
  Score: Raw -125995.364546 + Penalty 2348.754206 = -123646.610340
  nChanged 40
		SP:Iteration 7Q (8080.380000 sec): 3 clusters
  Score: Raw -126038.108982 + Penalty 2348.754206 = -123689.354776
  nChanged 26
		SP:Iteration 8Q (8080.380000 sec): 3 clusters
  Score: Raw -126064.970404 + Penalty 2348.754206 = -123716.216198
  nChanged 17
		SP:Iteration 9Q (8080.380000 sec): 3 clusters
  Score: Raw -126075.188005 + Penalty 2348.754206 = -123726.433799
  nChanged 14
		SP:Iteration 10Q (8080.380000 sec): 3 clusters
  Score: Raw -126086.995457 + Penalty 2348.754206 = -123738.241251
  nChanged 7
		SP:Iteration 11Q (8080.390000 sec): 3 clusters
  Score: Raw -126092.266698 + Penalty 2348.754206 = -123743.512492
  nChanged 5
		SP:Iteration 12Q (8080.390000 sec): 3 clusters
  Score: Raw -126098.150766 + Penalty 2348.754206 = -123749.396560
  nChanged 9
		SP:Iteration 13Q (8080.400000 sec): 3 clusters
  Score: Raw -126104.298348 + Penalty 2348.754206 = -123755.544142
  nChanged 6
		SP:Iteration 14Q (8080.400000 sec): 3 clusters
  Score: Raw -126108.638913 + Penalty 2348.754206 = -123759.884707
  nChanged 9
		SP:Iteration 15Q (8080.400000 sec): 3 clusters
  Score: Raw -126117.594971 + Penalty 2348.754206 = -123768.840765
  nChanged 8
		SP:Iteration 16Q (8080.400000 sec): 3 clusters
  Score: Raw -126124.593472 + Penalty 2348.754206 = -123775.839266
  nChanged 6
		SP:Iteration 17Q (8080.410000 sec): 3 clusters
  Score: Raw -126130.590461 + Penalty 2348.754206 = -123781.836255
  nChanged 3
		SP:Iteration 18Q (8080.410000 sec): 3 clusters
  Score: Raw -126133.716535 + Penalty 2348.754206 = -123784.962329
  nChanged 7
		SP:Iteration 19Q (8080.410000 sec): 3 clusters
  Score: Raw -126137.934674 + Penalty 2348.754206 = -123789.180468
  nChanged 4
		SP:Iteration 20F (8080.420000 sec): 3 clusters
  Score: Raw -126140.030291 + Penalty 2348.754206 = -123791.276085
  nChanged 1
		SP:Iteration 21Q (8080.420000 sec): 3 clusters
  Score: Raw -126140.866222 + Penalty 2348.754206 = -123792.112016
  nChanged 0
		SP:Iteration 22F (8080.420000 sec): 3 clusters
  Score: Raw -126140.866222 + Penalty 2348.754206 = -123792.112016
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8080.430000 sec): 2 clusters
  Score: Raw -256910.792103 + Penalty 1286.006591 = -255624.785512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8080.440000 sec): 3 clusters
  Score: Raw -255654.944373 + Penalty 2572.013182 = -253082.931190
  nChanged 999
		SP:Iteration 1F (8080.450000 sec): 3 clusters
  Score: Raw -256225.588193 + Penalty 2572.013182 = -253653.575010
  nChanged 226
		SP:Iteration 2F (8080.450000 sec): 3 clusters
  Score: Raw -256394.435709 + Penalty 2572.013182 = -253822.422527
  nChanged 177
		SP:Iteration 3F (8080.460000 sec): 3 clusters
  Score: Raw -256529.443449 + Penalty 2572.013182 = -253957.430266
  nChanged 147
		SP:Iteration 4F (8080.470000 sec): 3 clusters
  Score: Raw -256657.523294 + Penalty 2572.013182 = -254085.510111
  nChanged 146
		SP:Iteration 5F (8080.470000 sec): 3 clusters
  Score: Raw -256802.241260 + Penalty 2572.013182 = -254230.228078
  nChanged 138
		SP:Iteration 6F (8080.480000 sec): 3 clusters
  Score: Raw -256959.837768 + Penalty 2572.013182 = -254387.824586
  nChanged 142
		SP:Iteration 7F (8080.480000 sec): 3 clusters
  Score: Raw -257142.052272 + Penalty 2572.013182 = -254570.039090
  nChanged 145
		SP:Iteration 8F (8080.490000 sec): 3 clusters
  Score: Raw -257348.301890 + Penalty 2572.013182 = -254776.288708
  nChanged 147
		SP:Iteration 9F (8080.500000 sec): 3 clusters
  Score: Raw -257605.495921 + Penalty 2572.013182 = -255033.482738
  nChanged 134
		SP:Iteration 10Q (8080.500000 sec): 3 clusters
  Score: Raw -257821.807874 + Penalty 2572.013182 = -255249.794692
  nChanged 90
		SP:Iteration 11Q (8080.510000 sec): 3 clusters
  Score: Raw -257931.536190 + Penalty 2572.013182 = -255359.523007
  nChanged 51
		SP:Iteration 12Q (8080.520000 sec): 3 clusters
  Score: Raw -257972.170396 + Penalty 2572.013182 = -255400.157214
  nChanged 34
		SP:Iteration 13Q (8080.520000 sec): 3 clusters
  Score: Raw -258008.405541 + Penalty 2572.013182 = -255436.392358
  nChanged 30
		SP:Iteration 14Q (8080.530000 sec): 3 clusters
  Score: Raw -258041.186883 + Penalty 2572.013182 = -255469.173701
  nChanged 28
		SP:Iteration 15Q (8080.530000 sec): 3 clusters
  Score: Raw -258065.499473 + Penalty 2572.013182 = -255493.486290
  nChanged 20
		SP:Iteration 16Q (8080.540000 sec): 3 clusters
  Score: Raw -258080.285837 + Penalty 2572.013182 = -255508.272655
  nChanged 19
		SP:Iteration 17Q (8080.540000 sec): 3 clusters
  Score: Raw -258099.294879 + Penalty 2572.013182 = -255527.281697
  nChanged 18
		SP:Iteration 18Q (8080.550000 sec): 3 clusters
  Score: Raw -258111.199092 + Penalty 2572.013182 = -255539.185910
  nChanged 8
		SP:Iteration 19Q (8080.550000 sec): 3 clusters
  Score: Raw -258115.848135 + Penalty 2572.013182 = -255543.834952
  nChanged 7
		SP:Iteration 20F (8080.560000 sec): 3 clusters
  Score: Raw -258119.204849 + Penalty 2572.013182 = -255547.191667
  nChanged 8
		SP:Iteration 21Q (8080.560000 sec): 3 clusters
  Score: Raw -258125.155686 + Penalty 2572.013182 = -255553.142504
  nChanged 9
		SP:Iteration 22Q (8080.570000 sec): 3 clusters
  Score: Raw -258130.973841 + Penalty 2572.013182 = -255558.960659
  nChanged 12
		SP:Iteration 23Q (8080.580000 sec): 3 clusters
  Score: Raw -258139.719451 + Penalty 2572.013182 = -255567.706268
  nChanged 8
		SP:Iteration 24Q (8080.580000 sec): 3 clusters
  Score: Raw -258143.836586 + Penalty 2572.013182 = -255571.823403
  nChanged 9
		SP:Iteration 25Q (8080.580000 sec): 3 clusters
  Score: Raw -258148.437121 + Penalty 2572.013182 = -255576.423939
  nChanged 9
		SP:Iteration 26Q (8080.590000 sec): 3 clusters
  Score: Raw -258153.570070 + Penalty 2572.013182 = -255581.556888
  nChanged 4
		SP:Iteration 27Q (8080.600000 sec): 3 clusters
  Score: Raw -258154.820970 + Penalty 2572.013182 = -255582.807788
  nChanged 1
		SP:Iteration 28Q (8080.600000 sec): 3 clusters
  Score: Raw -258155.637464 + Penalty 2572.013182 = -255583.624282
  nChanged 0
		SP:Iteration 29F (8080.610000 sec): 3 clusters
  Score: Raw -258155.637464 + Penalty 2572.013182 = -255583.624282
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (2159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8080.620000 sec): 2 clusters
  Score: Raw -176555.797986 + Penalty 1247.577570 = -175308.220416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8080.620000 sec): 3 clusters
  Score: Raw -175623.110590 + Penalty 2495.155140 = -173127.955450
  nChanged 793
		SP:Iteration 1F (8080.620000 sec): 3 clusters
  Score: Raw -176245.183803 + Penalty 2495.155140 = -173750.028663
  nChanged 202
		SP:Iteration 2F (8080.630000 sec): 3 clusters
  Score: Raw -176469.610408 + Penalty 2495.155140 = -173974.455268
  nChanged 158
		SP:Iteration 3F (8080.640000 sec): 3 clusters
  Score: Raw -176649.573699 + Penalty 2495.155140 = -174154.418559
  nChanged 120
		SP:Iteration 4F (8080.640000 sec): 3 clusters
  Score: Raw -176781.587207 + Penalty 2495.155140 = -174286.432067
  nChanged 103
		SP:Iteration 5Q (8080.640000 sec): 3 clusters
  Score: Raw -176880.859404 + Penalty 2495.155140 = -174385.704264
  nChanged 80
		SP:Iteration 6Q (8080.650000 sec): 3 clusters
  Score: Raw -176951.329897 + Penalty 2495.155140 = -174456.174758
  nChanged 56
		SP:Iteration 7Q (8080.660000 sec): 3 clusters
  Score: Raw -176987.009382 + Penalty 2495.155140 = -174491.854243
  nChanged 34
		SP:Iteration 8Q (8080.660000 sec): 3 clusters
  Score: Raw -177015.661946 + Penalty 2495.155140 = -174520.506806
  nChanged 38
		SP:Iteration 9Q (8080.660000 sec): 3 clusters
  Score: Raw -177042.155371 + Penalty 2495.155140 = -174547.000231
  nChanged 25
		SP:Iteration 10Q (8080.670000 sec): 3 clusters
  Score: Raw -177055.273912 + Penalty 2495.155140 = -174560.118772
  nChanged 16
		SP:Iteration 11Q (8080.670000 sec): 3 clusters
  Score: Raw -177064.410967 + Penalty 2495.155140 = -174569.255827
  nChanged 21
		SP:Iteration 12Q (8080.680000 sec): 3 clusters
  Score: Raw -177076.728764 + Penalty 2495.155140 = -174581.573624
  nChanged 22
		SP:Iteration 13Q (8080.680000 sec): 3 clusters
  Score: Raw -177090.789412 + Penalty 2495.155140 = -174595.634272
  nChanged 21
		SP:Iteration 14Q (8080.690000 sec): 3 clusters
  Score: Raw -177103.027038 + Penalty 2495.155140 = -174607.871898
  nChanged 20
		SP:Iteration 15Q (8080.690000 sec): 3 clusters
  Score: Raw -177113.997795 + Penalty 2495.155140 = -174618.842655
  nChanged 19
		SP:Iteration 16Q (8080.700000 sec): 3 clusters
  Score: Raw -177126.751176 + Penalty 2495.155140 = -174631.596036
  nChanged 14
		SP:Iteration 17Q (8080.700000 sec): 3 clusters
  Score: Raw -177134.203420 + Penalty 2495.155140 = -174639.048280
  nChanged 12
		SP:Iteration 18Q (8080.710000 sec): 3 clusters
  Score: Raw -177138.896643 + Penalty 2495.155140 = -174643.741503
  nChanged 6
		SP:Iteration 19Q (8080.710000 sec): 3 clusters
  Score: Raw -177141.741036 + Penalty 2495.155140 = -174646.585896
  nChanged 5
		SP:Iteration 20F (8080.720000 sec): 3 clusters
  Score: Raw -177144.468933 + Penalty 2495.155140 = -174649.313793
  nChanged 5
		SP:Iteration 21Q (8080.720000 sec): 3 clusters
  Score: Raw -177146.736420 + Penalty 2495.155140 = -174651.581280
  nChanged 0
		SP:Iteration 22F (8080.720000 sec): 3 clusters
  Score: Raw -177146.736420 + Penalty 2495.155140 = -174651.581280
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8080.730000 sec): 2 clusters
  Score: Raw -177102.625636 + Penalty 1230.615304 = -175872.010331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8080.740000 sec): 3 clusters
  Score: Raw -176296.567189 + Penalty 2461.230608 = -173835.336581
  nChanged 677
		SP:Iteration 1F (8080.740000 sec): 3 clusters
  Score: Raw -176795.804992 + Penalty 2461.230608 = -174334.574384
  nChanged 170
		SP:Iteration 2F (8080.750000 sec): 3 clusters
  Score: Raw -176974.905321 + Penalty 2461.230608 = -174513.674712
  nChanged 127
		SP:Iteration 3F (8080.750000 sec): 3 clusters
  Score: Raw -177137.189950 + Penalty 2461.230608 = -174675.959341
  nChanged 96
		SP:Iteration 4Q (8080.760000 sec): 3 clusters
  Score: Raw -177237.842578 + Penalty 2461.230608 = -174776.611970
  nChanged 59
		SP:Iteration 5Q (8080.760000 sec): 3 clusters
  Score: Raw -177284.809362 + Penalty 2461.230608 = -174823.578753
  nChanged 34
		SP:Iteration 6Q (8080.760000 sec): 3 clusters
  Score: Raw -177310.143442 + Penalty 2461.230608 = -174848.912834
  nChanged 30
		SP:Iteration 7Q (8080.770000 sec): 3 clusters
  Score: Raw -177327.120427 + Penalty 2461.230608 = -174865.889819
  nChanged 25
		SP:Iteration 8Q (8080.770000 sec): 3 clusters
  Score: Raw -177342.018778 + Penalty 2461.230608 = -174880.788169
  nChanged 20
		SP:Iteration 9Q (8080.780000 sec): 3 clusters
  Score: Raw -177355.088304 + Penalty 2461.230608 = -174893.857696
  nChanged 12
		SP:Iteration 10Q (8080.780000 sec): 3 clusters
  Score: Raw -177361.646424 + Penalty 2461.230608 = -174900.415816
  nChanged 14
		SP:Iteration 11Q (8080.780000 sec): 3 clusters
  Score: Raw -177372.909278 + Penalty 2461.230608 = -174911.678670
  nChanged 17
		SP:Iteration 12Q (8080.790000 sec): 3 clusters
  Score: Raw -177384.647835 + Penalty 2461.230608 = -174923.417226
  nChanged 14
		SP:Iteration 13Q (8080.800000 sec): 3 clusters
  Score: Raw -177393.873609 + Penalty 2461.230608 = -174932.643000
  nChanged 20
		SP:Iteration 14Q (8080.800000 sec): 3 clusters
  Score: Raw -177407.859389 + Penalty 2461.230608 = -174946.628781
  nChanged 22
		SP:Iteration 15Q (8080.800000 sec): 3 clusters
  Score: Raw -177421.087214 + Penalty 2461.230608 = -174959.856606
  nChanged 15
		SP:Iteration 16Q (8080.810000 sec): 3 clusters
  Score: Raw -177427.781233 + Penalty 2461.230608 = -174966.550625
  nChanged 11
		SP:Iteration 17Q (8080.810000 sec): 3 clusters
  Score: Raw -177433.803136 + Penalty 2461.230608 = -174972.572528
  nChanged 13
		SP:Iteration 18Q (8080.820000 sec): 3 clusters
  Score: Raw -177447.289035 + Penalty 2461.230608 = -174986.058426
  nChanged 17
		SP:Iteration 19Q (8080.820000 sec): 3 clusters
  Score: Raw -177460.240701 + Penalty 2461.230608 = -174999.010093
  nChanged 10
		SP:Iteration 20F (8080.820000 sec): 3 clusters
  Score: Raw -177467.952735 + Penalty 2461.230608 = -175006.722127
  nChanged 9
		SP:Iteration 21Q (8080.830000 sec): 3 clusters
  Score: Raw -177473.869420 + Penalty 2461.230608 = -175012.638812
  nChanged 7
		SP:Iteration 22Q (8080.830000 sec): 3 clusters
  Score: Raw -177479.067525 + Penalty 2461.230608 = -175017.836917
  nChanged 10
		SP:Iteration 23Q (8080.840000 sec): 3 clusters
  Score: Raw -177485.518618 + Penalty 2461.230608 = -175024.288010
  nChanged 11
		SP:Iteration 24Q (8080.840000 sec): 3 clusters
  Score: Raw -177492.208438 + Penalty 2461.230608 = -175030.977830
  nChanged 11
		SP:Iteration 25Q (8080.840000 sec): 3 clusters
  Score: Raw -177496.866328 + Penalty 2461.230608 = -175035.635720
  nChanged 9
		SP:Iteration 26Q (8080.850000 sec): 3 clusters
  Score: Raw -177502.747283 + Penalty 2461.230608 = -175041.516675
  nChanged 5
		SP:Iteration 27Q (8080.850000 sec): 3 clusters
  Score: Raw -177505.487410 + Penalty 2461.230608 = -175044.256802
  nChanged 6
		SP:Iteration 28Q (8080.860000 sec): 3 clusters
  Score: Raw -177507.627849 + Penalty 2461.230608 = -175046.397241
  nChanged 1
		SP:Iteration 29Q (8080.860000 sec): 3 clusters
  Score: Raw -177508.015851 + Penalty 2461.230608 = -175046.785243
  nChanged 0
		SP:Iteration 30F (8080.870000 sec): 3 clusters
  Score: Raw -177508.015851 + Penalty 2461.230608 = -175046.785243
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 96 (55545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8081.040000 sec): 2 clusters
  Score: Raw -5630638.643055 + Penalty 1775.304177 = -5628863.338878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8081.190000 sec): 3 clusters
  Score: Raw -5595199.571842 + Penalty 3550.608354 = -5591648.963488
  nChanged 26173
		SP:Iteration 1F (8081.330000 sec): 3 clusters
  Score: Raw -5610464.551976 + Penalty 3550.608354 = -5606913.943622
  nChanged 2580
		SP:Iteration 2Q (8081.480000 sec): 3 clusters
  Score: Raw -5611537.783394 + Penalty 3550.608354 = -5607987.175040
  nChanged 3103
		SP:Iteration 3F (8081.620000 sec): 3 clusters
  Score: Raw -5613260.704776 + Penalty 3550.608354 = -5609710.096422
  nChanged 3884
		SP:Iteration 4F (8081.760000 sec): 3 clusters
  Score: Raw -5615992.510185 + Penalty 3550.608354 = -5612441.901831
  nChanged 4602
		SP:Iteration 5F (8081.900000 sec): 3 clusters
  Score: Raw -5619912.588498 + Penalty 3550.608354 = -5616361.980144
  nChanged 4626
		SP:Iteration 6F (8082.040000 sec): 3 clusters
  Score: Raw -5624250.315416 + Penalty 3550.608354 = -5620699.707062
  nChanged 3546
		SP:Iteration 7F (8082.180000 sec): 3 clusters
  Score: Raw -5627658.295483 + Penalty 3550.608354 = -5624107.687128
  nChanged 2075
		SP:Iteration 8Q (8082.310000 sec): 3 clusters
  Score: Raw -5629628.789529 + Penalty 3550.608354 = -5626078.181175
  nChanged 840
		SP:Iteration 9Q (8082.430000 sec): 3 clusters
  Score: Raw -5630440.832800 + Penalty 3550.608354 = -5626890.224446
  nChanged 231
		SP:Iteration 10Q (8082.540000 sec): 3 clusters
  Score: Raw -5630677.667650 + Penalty 3550.608354 = -5627127.059295
  nChanged 62
		SP:Iteration 11Q (8082.640000 sec): 3 clusters
  Score: Raw -5630754.411926 + Penalty 3550.608354 = -5627203.803572
  nChanged 27
		SP:Iteration 12Q (8082.740000 sec): 3 clusters
  Score: Raw -5630788.650335 + Penalty 3550.608354 = -5627238.041981
  nChanged 17
		SP:Iteration 13Q (8082.840000 sec): 3 clusters
  Score: Raw -5630812.231138 + Penalty 3550.608354 = -5627261.622783
  nChanged 16
		SP:Iteration 14Q (8082.940000 sec): 3 clusters
  Score: Raw -5630838.543093 + Penalty 3550.608354 = -5627287.934739
  nChanged 8
		SP:Iteration 15Q (8083.040000 sec): 3 clusters
  Score: Raw -5630852.318984 + Penalty 3550.608354 = -5627301.710629
  nChanged 3
		SP:Iteration 16Q (8083.130000 sec): 3 clusters
  Score: Raw -5630857.271149 + Penalty 3550.608354 = -5627306.662795
  nChanged 2
		SP:Iteration 17Q (8083.230000 sec): 3 clusters
  Score: Raw -5630858.873437 + Penalty 3550.608354 = -5627308.265083
  nChanged 0
		SP:Iteration 18F (8083.370000 sec): 3 clusters
  Score: Raw -5630858.873437 + Penalty 3550.608354 = -5627308.265083
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 97 (116287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8083.720000 sec): 2 clusters
  Score: Raw -11955950.561190 + Penalty 1895.370190 = -11954055.191000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8084.020000 sec): 3 clusters
  Score: Raw -11879928.169676 + Penalty 3790.740380 = -11876137.429296
  nChanged 55872
		SP:Iteration 1F (8084.320000 sec): 3 clusters
  Score: Raw -11912274.720796 + Penalty 3790.740380 = -11908483.980416
  nChanged 3622
		SP:Iteration 2Q (8084.630000 sec): 3 clusters
  Score: Raw -11913120.497718 + Penalty 3790.740380 = -11909329.757339
  nChanged 4129
		SP:Iteration 3Q (8084.940000 sec): 3 clusters
  Score: Raw -11914320.532493 + Penalty 3790.740380 = -11910529.792113
  nChanged 4962
		SP:Iteration 4Q (8085.250000 sec): 3 clusters
  Score: Raw -11916176.193375 + Penalty 3790.740380 = -11912385.452996
  nChanged 6175
		SP:Iteration 5F (8085.550000 sec): 3 clusters
  Score: Raw -11919233.409330 + Penalty 3790.740380 = -11915442.668950
  nChanged 7590
		SP:Iteration 6F (8085.850000 sec): 3 clusters
  Score: Raw -11923872.659906 + Penalty 3790.740380 = -11920081.919527
  nChanged 8387
		SP:Iteration 7F (8086.140000 sec): 3 clusters
  Score: Raw -11929495.506148 + Penalty 3790.740380 = -11925704.765769
  nChanged 8087
		SP:Iteration 8F (8086.450000 sec): 3 clusters
  Score: Raw -11935124.146468 + Penalty 3790.740380 = -11931333.406089
  nChanged 6987
		SP:Iteration 9F (8086.740000 sec): 3 clusters
  Score: Raw -11939893.897541 + Penalty 3790.740380 = -11936103.157162
  nChanged 5701
		SP:Iteration 10Q (8087.050000 sec): 3 clusters
  Score: Raw -11943762.364853 + Penalty 3790.740380 = -11939971.624474
  nChanged 4693
		SP:Iteration 11Q (8087.360000 sec): 3 clusters
  Score: Raw -11947078.511685 + Penalty 3790.740380 = -11943287.771306
  nChanged 3827
		SP:Iteration 12Q (8087.660000 sec): 3 clusters
  Score: Raw -11949937.431250 + Penalty 3790.740380 = -11946146.690871
  nChanged 3011
		SP:Iteration 13Q (8087.950000 sec): 3 clusters
  Score: Raw -11952292.765749 + Penalty 3790.740380 = -11948502.025370
  nChanged 2153
		SP:Iteration 14Q (8088.230000 sec): 3 clusters
  Score: Raw -11954044.078731 + Penalty 3790.740380 = -11950253.338352
  nChanged 1299
		SP:Iteration 15Q (8088.490000 sec): 3 clusters
  Score: Raw -11955118.612757 + Penalty 3790.740380 = -11951327.872377
  nChanged 666
		SP:Iteration 16Q (8088.740000 sec): 3 clusters
  Score: Raw -11955677.384279 + Penalty 3790.740380 = -11951886.643899
  nChanged 305
		SP:Iteration 17Q (8088.970000 sec): 3 clusters
  Score: Raw -11955919.782915 + Penalty 3790.740380 = -11952129.042535
  nChanged 149
		SP:Iteration 18Q (8089.190000 sec): 3 clusters
  Score: Raw -11956043.815941 + Penalty 3790.740380 = -11952253.075561
  nChanged 82
		SP:Iteration 19Q (8089.410000 sec): 3 clusters
  Score: Raw -11956122.390442 + Penalty 3790.740380 = -11952331.650063
  nChanged 50
		SP:Iteration 20F (8089.700000 sec): 3 clusters
  Score: Raw -11956170.445271 + Penalty 3790.740380 = -11952379.704892
  nChanged 33
		SP:Iteration 21Q (8089.920000 sec): 3 clusters
  Score: Raw -11956204.098631 + Penalty 3790.740380 = -11952413.358252
  nChanged 26
		SP:Iteration 22Q (8090.130000 sec): 3 clusters
  Score: Raw -11956229.529285 + Penalty 3790.740380 = -11952438.788905
  nChanged 20
		SP:Iteration 23Q (8090.340000 sec): 3 clusters
  Score: Raw -11956256.291683 + Penalty 3790.740380 = -11952465.551303
  nChanged 16
		SP:Iteration 24Q (8090.550000 sec): 3 clusters
  Score: Raw -11956276.777183 + Penalty 3790.740380 = -11952486.036804
  nChanged 11
		SP:Iteration 25Q (8090.760000 sec): 3 clusters
  Score: Raw -11956285.725577 + Penalty 3790.740380 = -11952494.985198
  nChanged 10
		SP:Iteration 26Q (8090.970000 sec): 3 clusters
  Score: Raw -11956297.073627 + Penalty 3790.740380 = -11952506.333247
  nChanged 8
		SP:Iteration 27Q (8091.180000 sec): 3 clusters
  Score: Raw -11956303.600188 + Penalty 3790.740380 = -11952512.859809
  nChanged 5
		SP:Iteration 28Q (8091.390000 sec): 3 clusters
  Score: Raw -11956308.045176 + Penalty 3790.740380 = -11952517.304797
  nChanged 1
		SP:Iteration 29Q (8091.600000 sec): 3 clusters
  Score: Raw -11956309.185077 + Penalty 3790.740380 = -11952518.444697
  nChanged 3
		SP:Iteration 30Q (8091.800000 sec): 3 clusters
  Score: Raw -11956310.763387 + Penalty 3790.740380 = -11952520.023007
  nChanged 2
		SP:Iteration 31Q (8092.020000 sec): 3 clusters
  Score: Raw -11956312.301734 + Penalty 3790.740380 = -11952521.561355
  nChanged 0
		SP:Iteration 32F (8092.310000 sec): 3 clusters
  Score: Raw -11956312.301734 + Penalty 3790.740380 = -11952521.561355
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 98 (1254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8092.390000 sec): 2 clusters
  Score: Raw -120232.570627 + Penalty 1159.290230 = -119073.280397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8092.390000 sec): 3 clusters
  Score: Raw -119814.770704 + Penalty 2318.580459 = -117496.190245
  nChanged 375
		SP:Iteration 1F (8092.400000 sec): 3 clusters
  Score: Raw -120126.408599 + Penalty 2318.580459 = -117807.828139
  nChanged 86
		SP:Iteration 2F (8092.400000 sec): 3 clusters
  Score: Raw -120207.340005 + Penalty 2318.580459 = -117888.759545
  nChanged 52
		SP:Iteration 3Q (8092.400000 sec): 3 clusters
  Score: Raw -120251.284695 + Penalty 2318.580459 = -117932.704235
  nChanged 33
		SP:Iteration 4Q (8092.400000 sec): 3 clusters
  Score: Raw -120274.858413 + Penalty 2318.580459 = -117956.277954
  nChanged 24
		SP:Iteration 5Q (8092.410000 sec): 3 clusters
  Score: Raw -120295.474346 + Penalty 2318.580459 = -117976.893886
  nChanged 16
		SP:Iteration 6Q (8092.410000 sec): 3 clusters
  Score: Raw -120307.629043 + Penalty 2318.580459 = -117989.048583
  nChanged 12
		SP:Iteration 7Q (8092.410000 sec): 3 clusters
  Score: Raw -120316.360216 + Penalty 2318.580459 = -117997.779756
  nChanged 7
		SP:Iteration 8Q (8092.420000 sec): 3 clusters
  Score: Raw -120321.625503 + Penalty 2318.580459 = -118003.045044
  nChanged 2
		SP:Iteration 9Q (8092.420000 sec): 3 clusters
  Score: Raw -120323.081477 + Penalty 2318.580459 = -118004.501017
  nChanged 3
		SP:Iteration 10Q (8092.420000 sec): 3 clusters
  Score: Raw -120324.635928 + Penalty 2318.580459 = -118006.055469
  nChanged 2
		SP:Iteration 11Q (8092.420000 sec): 3 clusters
  Score: Raw -120325.677002 + Penalty 2318.580459 = -118007.096542
  nChanged 3
		SP:Iteration 12Q (8092.430000 sec): 3 clusters
  Score: Raw -120327.388097 + Penalty 2318.580459 = -118008.807637
  nChanged 2
		SP:Iteration 13Q (8092.430000 sec): 3 clusters
  Score: Raw -120329.110312 + Penalty 2318.580459 = -118010.529852
  nChanged 0
		SP:Iteration 14F (8092.430000 sec): 3 clusters
  Score: Raw -120329.110312 + Penalty 2318.580459 = -118010.529852
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 99 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8092.440000 sec): 2 clusters
  Score: Raw -157432.184547 + Penalty 1211.486004 = -156220.698543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8092.440000 sec): 3 clusters
  Score: Raw -156726.445429 + Penalty 2422.972008 = -154303.473421
  nChanged 594
		SP:Iteration 1F (8092.450000 sec): 3 clusters
  Score: Raw -157237.841840 + Penalty 2422.972008 = -154814.869832
  nChanged 176
		SP:Iteration 2F (8092.450000 sec): 3 clusters
  Score: Raw -157471.961104 + Penalty 2422.972008 = -155048.989096
  nChanged 120
		SP:Iteration 3F (8092.460000 sec): 3 clusters
  Score: Raw -157618.610200 + Penalty 2422.972008 = -155195.638192
  nChanged 82
		SP:Iteration 4Q (8092.460000 sec): 3 clusters
  Score: Raw -157700.705040 + Penalty 2422.972008 = -155277.733032
  nChanged 63
		SP:Iteration 5Q (8092.460000 sec): 3 clusters
  Score: Raw -157755.818589 + Penalty 2422.972008 = -155332.846581
  nChanged 36
		SP:Iteration 6Q (8092.470000 sec): 3 clusters
  Score: Raw -157785.813449 + Penalty 2422.972008 = -155362.841441
  nChanged 32
		SP:Iteration 7Q (8092.470000 sec): 3 clusters
  Score: Raw -157806.599435 + Penalty 2422.972008 = -155383.627427
  nChanged 19
		SP:Iteration 8Q (8092.480000 sec): 3 clusters
  Score: Raw -157818.815070 + Penalty 2422.972008 = -155395.843063
  nChanged 9
		SP:Iteration 9Q (8092.480000 sec): 3 clusters
  Score: Raw -157826.359956 + Penalty 2422.972008 = -155403.387948
  nChanged 9
		SP:Iteration 10Q (8092.480000 sec): 3 clusters
  Score: Raw -157830.846417 + Penalty 2422.972008 = -155407.874409
  nChanged 7
		SP:Iteration 11Q (8092.480000 sec): 3 clusters
  Score: Raw -157833.478463 + Penalty 2422.972008 = -155410.506455
  nChanged 4
		SP:Iteration 12Q (8092.490000 sec): 3 clusters
  Score: Raw -157836.222948 + Penalty 2422.972008 = -155413.250940
  nChanged 5
		SP:Iteration 13Q (8092.490000 sec): 3 clusters
  Score: Raw -157838.650314 + Penalty 2422.972008 = -155415.678306
  nChanged 5
		SP:Iteration 14Q (8092.500000 sec): 3 clusters
  Score: Raw -157841.320301 + Penalty 2422.972008 = -155418.348293
  nChanged 7
		SP:Iteration 15Q (8092.500000 sec): 3 clusters
  Score: Raw -157843.887953 + Penalty 2422.972008 = -155420.915945
  nChanged 3
		SP:Iteration 16Q (8092.500000 sec): 3 clusters
  Score: Raw -157844.586490 + Penalty 2422.972008 = -155421.614482
  nChanged 3
		SP:Iteration 17Q (8092.510000 sec): 3 clusters
  Score: Raw -157845.417935 + Penalty 2422.972008 = -155422.445927
  nChanged 2
		SP:Iteration 18Q (8092.510000 sec): 3 clusters
  Score: Raw -157845.956320 + Penalty 2422.972008 = -155422.984312
  nChanged 3
		SP:Iteration 19Q (8092.520000 sec): 3 clusters
  Score: Raw -157848.067209 + Penalty 2422.972008 = -155425.095201
  nChanged 5
		SP:Iteration 20F (8092.520000 sec): 3 clusters
  Score: Raw -157849.264543 + Penalty 2422.972008 = -155426.292535
  nChanged 1
		SP:Iteration 21Q (8092.520000 sec): 3 clusters
  Score: Raw -157850.192762 + Penalty 2422.972008 = -155427.220754
  nChanged 3
		SP:Iteration 22Q (8092.520000 sec): 3 clusters
  Score: Raw -157850.935579 + Penalty 2422.972008 = -155427.963572
  nChanged 0
		SP:Iteration 23F (8092.530000 sec): 3 clusters
  Score: Raw -157850.935579 + Penalty 2422.972008 = -155427.963572
  nChanged 0
Iteration 299Q (8101.020000 sec): 100 clusters
  Score: Raw -92208123.372244 + Penalty 221544.569901 = -91986578.802343
  nChanged 40
Iteration 300F (8180.670000 sec): 100 clusters
  Score: Raw -92208127.371177 + Penalty 221544.569901 = -91986582.801276
  nChanged 33
Iteration 301Q (8189.090000 sec): 100 clusters
  Score: Raw -92208131.140845 + Penalty 221544.569901 = -91986586.570944
  nChanged 32
Iteration 302Q (8197.420000 sec): 100 clusters
  Score: Raw -92208134.337270 + Penalty 221544.569901 = -91986589.767370
  nChanged 37
Iteration 303Q (8205.740000 sec): 100 clusters
  Score: Raw -92208138.248008 + Penalty 221544.569901 = -91986593.678108
  nChanged 36
Iteration 304Q (8214.070000 sec): 100 clusters
  Score: Raw -92208141.812807 + Penalty 221544.569901 = -91986597.242906
  nChanged 40
Iteration 305Q (8222.420000 sec): 100 clusters
  Score: Raw -92208145.779025 + Penalty 221544.569901 = -91986601.209124
  nChanged 23
Iteration 306Q (8230.750000 sec): 100 clusters
  Score: Raw -92208147.774847 + Penalty 221544.569901 = -91986603.204946
  nChanged 18
Iteration 307Q (8239.270000 sec): 100 clusters
  Score: Raw -92208149.877901 + Penalty 221544.569901 = -91986605.308001
  nChanged 20
Iteration 308Q (8247.780000 sec): 100 clusters
  Score: Raw -92208152.557637 + Penalty 221544.569901 = -91986607.987736
  nChanged 16
Iteration 309Q (8256.290000 sec): 100 clusters
  Score: Raw -92208154.686555 + Penalty 221544.569901 = -91986610.116655
  nChanged 10
Iteration 310Q (8264.830000 sec): 100 clusters
  Score: Raw -92208156.003829 + Penalty 221544.569901 = -91986611.433929
  nChanged 17
Iteration 311Q (8273.360000 sec): 100 clusters
  Score: Raw -92208157.560975 + Penalty 221544.569901 = -91986612.991074
  nChanged 13
Iteration 312Q (8281.850000 sec): 100 clusters
  Score: Raw -92208158.387840 + Penalty 221544.569901 = -91986613.817940
  nChanged 16
Iteration 313Q (8290.360000 sec): 100 clusters
  Score: Raw -92208159.112731 + Penalty 221544.569901 = -91986614.542830
  nChanged 20
Iteration 314Q (8298.710000 sec): 100 clusters
  Score: Raw -92208160.141357 + Penalty 221544.569901 = -91986615.571457
  nChanged 20
Iteration 315Q (8307.010000 sec): 100 clusters
  Score: Raw -92208161.112878 + Penalty 221544.569901 = -91986616.542977
  nChanged 21
Iteration 316Q (8315.320000 sec): 100 clusters
  Score: Raw -92208163.523055 + Penalty 221544.569901 = -91986618.953154
  nChanged 22
Iteration 317Q (8323.630000 sec): 100 clusters
  Score: Raw -92208165.310901 + Penalty 221544.569901 = -91986620.741000
  nChanged 19
Iteration 318Q (8331.950000 sec): 100 clusters
  Score: Raw -92208166.582892 + Penalty 221544.569901 = -91986622.012991
  nChanged 14
Iteration 319Q (8340.470000 sec): 100 clusters
  Score: Raw -92208167.097232 + Penalty 221544.569901 = -91986622.527331
  nChanged 10
Iteration 320F (8424.180000 sec): 100 clusters
  Score: Raw -92208167.459826 + Penalty 221544.569901 = -91986622.889925
  nChanged 12
Iteration 321Q (8432.840000 sec): 100 clusters
  Score: Raw -92208167.745892 + Penalty 221544.569901 = -91986623.175991
  nChanged 9
Iteration 322Q (8441.470000 sec): 100 clusters
  Score: Raw -92208168.041901 + Penalty 221544.569901 = -91986623.472001
  nChanged 7
Iteration 323Q (8450.090000 sec): 100 clusters
  Score: Raw -92208168.302563 + Penalty 221544.569901 = -91986623.732662
  nChanged 7
Iteration 324Q (8458.630000 sec): 100 clusters
  Score: Raw -92208168.778183 + Penalty 221544.569901 = -91986624.208283
  nChanged 10
Iteration 325Q (8467.170000 sec): 100 clusters
  Score: Raw -92208169.613246 + Penalty 221544.569901 = -91986625.043346
  nChanged 15
Iteration 326Q (8475.660000 sec): 100 clusters
  Score: Raw -92208170.124438 + Penalty 221544.569901 = -91986625.554538
  nChanged 16
Iteration 327Q (8484.160000 sec): 100 clusters
  Score: Raw -92208170.905877 + Penalty 221544.569901 = -91986626.335976
  nChanged 17
Iteration 328Q (8492.610000 sec): 100 clusters
  Score: Raw -92208172.022091 + Penalty 221544.569901 = -91986627.452190
  nChanged 18
Iteration 329Q (8501.060000 sec): 100 clusters
  Score: Raw -92208173.185662 + Penalty 221544.569901 = -91986628.615761
  nChanged 14
Iteration 330Q (8509.680000 sec): 100 clusters
  Score: Raw -92208173.838196 + Penalty 221544.569901 = -91986629.268295
  nChanged 12
Iteration 331Q (8518.360000 sec): 100 clusters
  Score: Raw -92208174.513767 + Penalty 221544.569901 = -91986629.943867
  nChanged 12
Iteration 332Q (8527.050000 sec): 100 clusters
  Score: Raw -92208175.153748 + Penalty 221544.569901 = -91986630.583848
  nChanged 10
Iteration 333Q (8535.740000 sec): 100 clusters
  Score: Raw -92208175.670011 + Penalty 221544.569901 = -91986631.100110
  nChanged 8
Iteration 334Q (8544.430000 sec): 100 clusters
  Score: Raw -92208176.003558 + Penalty 221544.569901 = -91986631.433657
  nChanged 7
Iteration 335Q (8553.020000 sec): 100 clusters
  Score: Raw -92208176.267868 + Penalty 221544.569901 = -91986631.697967
  nChanged 7
Iteration 336Q (8561.470000 sec): 100 clusters
  Score: Raw -92208176.695745 + Penalty 221544.569901 = -91986632.125844
  nChanged 9
Iteration 337Q (8569.910000 sec): 100 clusters
  Score: Raw -92208176.969912 + Penalty 221544.569901 = -91986632.400011
  nChanged 6
Iteration 338Q (8578.360000 sec): 100 clusters
  Score: Raw -92208177.054745 + Penalty 221544.569901 = -91986632.484844
  nChanged 3
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92208177.054745 + Penalty 221544.569901 = -91986632.484844
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8578.570000 sec): 2 clusters
  Score: Raw -2037780.240372 + Penalty 1609.462912 = -2036170.777460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8578.620000 sec): 3 clusters
  Score: Raw -2025560.058121 + Penalty 3218.925823 = -2022341.132298
  nChanged 9136
		SP:Iteration 1F (8578.670000 sec): 3 clusters
  Score: Raw -2030478.220152 + Penalty 3218.925823 = -2027259.294329
  nChanged 1062
		SP:Iteration 2F (8578.720000 sec): 3 clusters
  Score: Raw -2030903.720757 + Penalty 3218.925823 = -2027684.794934
  nChanged 1025
		SP:Iteration 3F (8578.780000 sec): 3 clusters
  Score: Raw -2031369.962525 + Penalty 3218.925823 = -2028151.036702
  nChanged 1069
		SP:Iteration 4F (8578.830000 sec): 3 clusters
  Score: Raw -2031946.561591 + Penalty 3218.925823 = -2028727.635768
  nChanged 1163
		SP:Iteration 5F (8578.880000 sec): 3 clusters
  Score: Raw -2032667.397059 + Penalty 3218.925823 = -2029448.471236
  nChanged 1277
		SP:Iteration 6F (8578.930000 sec): 3 clusters
  Score: Raw -2033580.840496 + Penalty 3218.925823 = -2030361.914673
  nChanged 1322
		SP:Iteration 7F (8578.980000 sec): 3 clusters
  Score: Raw -2034587.082735 + Penalty 3218.925823 = -2031368.156912
  nChanged 1197
		SP:Iteration 8F (8579.040000 sec): 3 clusters
  Score: Raw -2035366.463263 + Penalty 3218.925823 = -2032147.537440
  nChanged 967
		SP:Iteration 9Q (8579.090000 sec): 3 clusters
  Score: Raw -2035877.490496 + Penalty 3218.925823 = -2032658.564673
  nChanged 751
		SP:Iteration 10Q (8579.140000 sec): 3 clusters
  Score: Raw -2036212.675214 + Penalty 3218.925823 = -2032993.749391
  nChanged 587
		SP:Iteration 11Q (8579.190000 sec): 3 clusters
  Score: Raw -2036413.718052 + Penalty 3218.925823 = -2033194.792229
  nChanged 412
		SP:Iteration 12Q (8579.240000 sec): 3 clusters
  Score: Raw -2036545.759334 + Penalty 3218.925823 = -2033326.833511
  nChanged 364
		SP:Iteration 13Q (8579.300000 sec): 3 clusters
  Score: Raw -2036659.183836 + Penalty 3218.925823 = -2033440.258013
  nChanged 332
		SP:Iteration 14Q (8579.350000 sec): 3 clusters
  Score: Raw -2036757.190498 + Penalty 3218.925823 = -2033538.264675
  nChanged 283
		SP:Iteration 15Q (8579.400000 sec): 3 clusters
  Score: Raw -2036839.712259 + Penalty 3218.925823 = -2033620.786436
  nChanged 268
		SP:Iteration 16Q (8579.450000 sec): 3 clusters
  Score: Raw -2036912.447671 + Penalty 3218.925823 = -2033693.521848
  nChanged 264
		SP:Iteration 17Q (8579.500000 sec): 3 clusters
  Score: Raw -2036990.704268 + Penalty 3218.925823 = -2033771.778445
  nChanged 219
		SP:Iteration 18Q (8579.550000 sec): 3 clusters
  Score: Raw -2037055.262430 + Penalty 3218.925823 = -2033836.336607
  nChanged 211
		SP:Iteration 19Q (8579.600000 sec): 3 clusters
  Score: Raw -2037109.387001 + Penalty 3218.925823 = -2033890.461178
  nChanged 181
		SP:Iteration 20F (8579.650000 sec): 3 clusters
  Score: Raw -2037155.983326 + Penalty 3218.925823 = -2033937.057503
  nChanged 192
		SP:Iteration 21Q (8579.700000 sec): 3 clusters
  Score: Raw -2037205.209836 + Penalty 3218.925823 = -2033986.284013
  nChanged 173
		SP:Iteration 22Q (8579.760000 sec): 3 clusters
  Score: Raw -2037251.433083 + Penalty 3218.925823 = -2034032.507260
  nChanged 170
		SP:Iteration 23Q (8579.800000 sec): 3 clusters
  Score: Raw -2037300.508301 + Penalty 3218.925823 = -2034081.582478
  nChanged 182
		SP:Iteration 24Q (8579.860000 sec): 3 clusters
  Score: Raw -2037355.817447 + Penalty 3218.925823 = -2034136.891624
  nChanged 177
		SP:Iteration 25Q (8579.900000 sec): 3 clusters
  Score: Raw -2037413.004174 + Penalty 3218.925823 = -2034194.078351
  nChanged 190
		SP:Iteration 26Q (8579.960000 sec): 3 clusters
  Score: Raw -2037472.502337 + Penalty 3218.925823 = -2034253.576514
  nChanged 189
		SP:Iteration 27Q (8580.010000 sec): 3 clusters
  Score: Raw -2037530.955176 + Penalty 3218.925823 = -2034312.029353
  nChanged 187
		SP:Iteration 28Q (8580.060000 sec): 3 clusters
  Score: Raw -2037585.975079 + Penalty 3218.925823 = -2034367.049256
  nChanged 179
		SP:Iteration 29Q (8580.100000 sec): 3 clusters
  Score: Raw -2037631.431889 + Penalty 3218.925823 = -2034412.506066
  nChanged 156
		SP:Iteration 30Q (8580.160000 sec): 3 clusters
  Score: Raw -2037666.945284 + Penalty 3218.925823 = -2034448.019461
  nChanged 135
		SP:Iteration 31Q (8580.200000 sec): 3 clusters
  Score: Raw -2037695.972377 + Penalty 3218.925823 = -2034477.046554
  nChanged 150
		SP:Iteration 32Q (8580.260000 sec): 3 clusters
  Score: Raw -2037727.744178 + Penalty 3218.925823 = -2034508.818355
  nChanged 140
		SP:Iteration 33Q (8580.300000 sec): 3 clusters
  Score: Raw -2037758.058401 + Penalty 3218.925823 = -2034539.132578
  nChanged 127
		SP:Iteration 34Q (8580.350000 sec): 3 clusters
  Score: Raw -2037781.613923 + Penalty 3218.925823 = -2034562.688100
  nChanged 105
		SP:Iteration 35Q (8580.400000 sec): 3 clusters
  Score: Raw -2037800.181555 + Penalty 3218.925823 = -2034581.255732
  nChanged 90
		SP:Iteration 36Q (8580.450000 sec): 3 clusters
  Score: Raw -2037816.489924 + Penalty 3218.925823 = -2034597.564101
  nChanged 90
		SP:Iteration 37Q (8580.500000 sec): 3 clusters
  Score: Raw -2037831.521132 + Penalty 3218.925823 = -2034612.595309
  nChanged 89
		SP:Iteration 38Q (8580.550000 sec): 3 clusters
  Score: Raw -2037846.368011 + Penalty 3218.925823 = -2034627.442188
  nChanged 77
		SP:Iteration 39Q (8580.600000 sec): 3 clusters
  Score: Raw -2037860.334470 + Penalty 3218.925823 = -2034641.408647
  nChanged 84
		SP:Iteration 40F (8580.650000 sec): 3 clusters
  Score: Raw -2037873.826708 + Penalty 3218.925823 = -2034654.900885
  nChanged 67
		SP:Iteration 41Q (8580.700000 sec): 3 clusters
  Score: Raw -2037883.391896 + Penalty 3218.925823 = -2034664.466073
  nChanged 60
		SP:Iteration 42Q (8580.750000 sec): 3 clusters
  Score: Raw -2037891.471353 + Penalty 3218.925823 = -2034672.545530
  nChanged 60
		SP:Iteration 43Q (8580.800000 sec): 3 clusters
  Score: Raw -2037898.649424 + Penalty 3218.925823 = -2034679.723601
  nChanged 66
		SP:Iteration 44Q (8580.840000 sec): 3 clusters
  Score: Raw -2037906.442324 + Penalty 3218.925823 = -2034687.516501
  nChanged 56
		SP:Iteration 45Q (8580.890000 sec): 3 clusters
  Score: Raw -2037913.300022 + Penalty 3218.925823 = -2034694.374199
  nChanged 67
		SP:Iteration 46Q (8580.940000 sec): 3 clusters
  Score: Raw -2037921.071749 + Penalty 3218.925823 = -2034702.145926
  nChanged 62
		SP:Iteration 47Q (8580.990000 sec): 3 clusters
  Score: Raw -2037928.605148 + Penalty 3218.925823 = -2034709.679325
  nChanged 49
		SP:Iteration 48Q (8581.040000 sec): 3 clusters
  Score: Raw -2037935.758881 + Penalty 3218.925823 = -2034716.833058
  nChanged 64
		SP:Iteration 49Q (8581.090000 sec): 3 clusters
  Score: Raw -2037944.576581 + Penalty 3218.925823 = -2034725.650758
  nChanged 65
		SP:Iteration 50Q (8581.140000 sec): 3 clusters
  Score: Raw -2037954.091883 + Penalty 3218.925823 = -2034735.166060
  nChanged 56
		SP:Iteration 51Q (8581.180000 sec): 3 clusters
  Score: Raw -2037961.932485 + Penalty 3218.925823 = -2034743.006662
  nChanged 65
		SP:Iteration 52Q (8581.230000 sec): 3 clusters
  Score: Raw -2037970.588764 + Penalty 3218.925823 = -2034751.662941
  nChanged 66
		SP:Iteration 53Q (8581.280000 sec): 3 clusters
  Score: Raw -2037981.088567 + Penalty 3218.925823 = -2034762.162744
  nChanged 73
		SP:Iteration 54Q (8581.320000 sec): 3 clusters
  Score: Raw -2037992.371456 + Penalty 3218.925823 = -2034773.445633
  nChanged 79
		SP:Iteration 55Q (8581.370000 sec): 3 clusters
  Score: Raw -2038006.759308 + Penalty 3218.925823 = -2034787.833485
  nChanged 89
		SP:Iteration 56Q (8581.420000 sec): 3 clusters
  Score: Raw -2038023.771179 + Penalty 3218.925823 = -2034804.845356
  nChanged 105
		SP:Iteration 57Q (8581.470000 sec): 3 clusters
  Score: Raw -2038044.713447 + Penalty 3218.925823 = -2034825.787624
  nChanged 116
		SP:Iteration 58Q (8581.520000 sec): 3 clusters
  Score: Raw -2038068.063022 + Penalty 3218.925823 = -2034849.137199
  nChanged 132
		SP:Iteration 59Q (8581.570000 sec): 3 clusters
  Score: Raw -2038098.507836 + Penalty 3218.925823 = -2034879.582013
  nChanged 116
		SP:Iteration 60F (8581.620000 sec): 3 clusters
  Score: Raw -2038125.408394 + Penalty 3218.925823 = -2034906.482571
  nChanged 139
		SP:Iteration 61Q (8581.660000 sec): 3 clusters
  Score: Raw -2038159.155460 + Penalty 3218.925823 = -2034940.229637
  nChanged 130
		SP:Iteration 62Q (8581.710000 sec): 3 clusters
  Score: Raw -2038188.992526 + Penalty 3218.925823 = -2034970.066703
  nChanged 131
		SP:Iteration 63Q (8581.760000 sec): 3 clusters
  Score: Raw -2038219.034621 + Penalty 3218.925823 = -2035000.108798
  nChanged 135
		SP:Iteration 64Q (8581.810000 sec): 3 clusters
  Score: Raw -2038253.356432 + Penalty 3218.925823 = -2035034.430609
  nChanged 146
		SP:Iteration 65Q (8581.860000 sec): 3 clusters
  Score: Raw -2038294.465504 + Penalty 3218.925823 = -2035075.539681
  nChanged 147
		SP:Iteration 66Q (8581.900000 sec): 3 clusters
  Score: Raw -2038336.610690 + Penalty 3218.925823 = -2035117.684867
  nChanged 149
		SP:Iteration 67Q (8581.950000 sec): 3 clusters
  Score: Raw -2038378.703165 + Penalty 3218.925823 = -2035159.777342
  nChanged 136
		SP:Iteration 68Q (8582.000000 sec): 3 clusters
  Score: Raw -2038420.274169 + Penalty 3218.925823 = -2035201.348346
  nChanged 140
		SP:Iteration 69Q (8582.040000 sec): 3 clusters
  Score: Raw -2038466.448150 + Penalty 3218.925823 = -2035247.522327
  nChanged 137
		SP:Iteration 70Q (8582.090000 sec): 3 clusters
  Score: Raw -2038508.797752 + Penalty 3218.925823 = -2035289.871929
  nChanged 129
		SP:Iteration 71Q (8582.140000 sec): 3 clusters
  Score: Raw -2038556.226945 + Penalty 3218.925823 = -2035337.301122
  nChanged 153
		SP:Iteration 72Q (8582.180000 sec): 3 clusters
  Score: Raw -2038612.009656 + Penalty 3218.925823 = -2035393.083833
  nChanged 156
		SP:Iteration 73Q (8582.230000 sec): 3 clusters
  Score: Raw -2038669.310419 + Penalty 3218.925823 = -2035450.384596
  nChanged 146
		SP:Iteration 74Q (8582.280000 sec): 3 clusters
  Score: Raw -2038730.829968 + Penalty 3218.925823 = -2035511.904145
  nChanged 146
		SP:Iteration 75Q (8582.320000 sec): 3 clusters
  Score: Raw -2038801.469514 + Penalty 3218.925823 = -2035582.543691
  nChanged 137
		SP:Iteration 76Q (8582.360000 sec): 3 clusters
  Score: Raw -2038870.996115 + Penalty 3218.925823 = -2035652.070292
  nChanged 141
		SP:Iteration 77Q (8582.410000 sec): 3 clusters
  Score: Raw -2038946.784916 + Penalty 3218.925823 = -2035727.859093
  nChanged 124
		SP:Iteration 78Q (8582.460000 sec): 3 clusters
  Score: Raw -2039020.712708 + Penalty 3218.925823 = -2035801.786885
  nChanged 133
		SP:Iteration 79Q (8582.500000 sec): 3 clusters
  Score: Raw -2039074.189928 + Penalty 3218.925823 = -2035855.264105
  nChanged 103
		SP:Iteration 80F (8582.550000 sec): 3 clusters
  Score: Raw -2039119.977346 + Penalty 3218.925823 = -2035901.051523
  nChanged 101
		SP:Iteration 81Q (8582.600000 sec): 3 clusters
  Score: Raw -2039157.442657 + Penalty 3218.925823 = -2035938.516834
  nChanged 77
		SP:Iteration 82Q (8582.640000 sec): 3 clusters
  Score: Raw -2039181.117852 + Penalty 3218.925823 = -2035962.192028
  nChanged 75
		SP:Iteration 83Q (8582.680000 sec): 3 clusters
  Score: Raw -2039203.108478 + Penalty 3218.925823 = -2035984.182655
  nChanged 59
		SP:Iteration 84Q (8582.720000 sec): 3 clusters
  Score: Raw -2039216.469117 + Penalty 3218.925823 = -2035997.543293
  nChanged 50
		SP:Iteration 85Q (8582.770000 sec): 3 clusters
  Score: Raw -2039226.474376 + Penalty 3218.925823 = -2036007.548553
  nChanged 40
		SP:Iteration 86Q (8582.810000 sec): 3 clusters
  Score: Raw -2039234.326746 + Penalty 3218.925823 = -2036015.400923
  nChanged 33
		SP:Iteration 87Q (8582.860000 sec): 3 clusters
  Score: Raw -2039239.036089 + Penalty 3218.925823 = -2036020.110266
  nChanged 19
		SP:Iteration 88Q (8582.900000 sec): 3 clusters
  Score: Raw -2039240.885195 + Penalty 3218.925823 = -2036021.959372
  nChanged 11
		SP:Iteration 89Q (8582.940000 sec): 3 clusters
  Score: Raw -2039241.985787 + Penalty 3218.925823 = -2036023.059964
  nChanged 8
		SP:Iteration 90Q (8582.980000 sec): 3 clusters
  Score: Raw -2039242.734220 + Penalty 3218.925823 = -2036023.808397
  nChanged 5
		SP:Iteration 91Q (8583.020000 sec): 3 clusters
  Score: Raw -2039243.170103 + Penalty 3218.925823 = -2036024.244280
  nChanged 3
		SP:Iteration 92Q (8583.070000 sec): 3 clusters
  Score: Raw -2039243.551677 + Penalty 3218.925823 = -2036024.625854
  nChanged 4
		SP:Iteration 93Q (8583.110000 sec): 3 clusters
  Score: Raw -2039243.798558 + Penalty 3218.925823 = -2036024.872735
  nChanged 4
		SP:Iteration 94Q (8583.150000 sec): 3 clusters
  Score: Raw -2039244.047140 + Penalty 3218.925823 = -2036025.121317
  nChanged 2
		SP:Iteration 95Q (8583.200000 sec): 3 clusters
  Score: Raw -2039244.224077 + Penalty 3218.925823 = -2036025.298254
  nChanged 2
		SP:Iteration 96Q (8583.240000 sec): 3 clusters
  Score: Raw -2039244.371099 + Penalty 3218.925823 = -2036025.445276
  nChanged 2
		SP:Iteration 97Q (8583.280000 sec): 3 clusters
  Score: Raw -2039244.469264 + Penalty 3218.925823 = -2036025.543441
  nChanged 0
		SP:Iteration 98F (8583.330000 sec): 3 clusters
  Score: Raw -2039244.469264 + Penalty 3218.925823 = -2036025.543441
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8583.350000 sec): 2 clusters
  Score: Raw -21563.974861 + Penalty 895.275605 = -20668.699257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8583.350000 sec): 3 clusters
  Score: Raw -21672.871287 + Penalty 1790.551209 = -19882.320078
  nChanged 40
		SP:Iteration 1F (8583.350000 sec): 3 clusters
  Score: Raw -21844.758194 + Penalty 1790.551209 = -20054.206985
  nChanged 16
		SP:Iteration 2F (8583.350000 sec): 3 clusters
  Score: Raw -21922.276027 + Penalty 1790.551209 = -20131.724817
  nChanged 11
		SP:Iteration 3Q (8583.350000 sec): 3 clusters
  Score: Raw -21950.833251 + Penalty 1790.551209 = -20160.282042
  nChanged 10
		SP:Iteration 4Q (8583.350000 sec): 3 clusters
  Score: Raw -21981.060075 + Penalty 1790.551209 = -20190.508865
  nChanged 4
		SP:Iteration 5Q (8583.350000 sec): 3 clusters
  Score: Raw -21990.674798 + Penalty 1790.551209 = -20200.123588
  nChanged 3
		SP:Iteration 6Q (8583.350000 sec): 3 clusters
  Score: Raw -21998.348911 + Penalty 1790.551209 = -20207.797702
  nChanged 1
		SP:Iteration 7Q (8583.350000 sec): 3 clusters
  Score: Raw -22000.592389 + Penalty 1790.551209 = -20210.041179
  nChanged 1
		SP:Iteration 8Q (8583.350000 sec): 3 clusters
  Score: Raw -22002.322840 + Penalty 1790.551209 = -20211.771631
  nChanged 0
		SP:Iteration 9F (8583.360000 sec): 3 clusters
  Score: Raw -22002.322840 + Penalty 1790.551209 = -20211.771631
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8583.480000 sec): 2 clusters
  Score: Raw -4132787.620487 + Penalty 1721.146772 = -4131066.473715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8583.590000 sec): 3 clusters
  Score: Raw -4107753.994468 + Penalty 3442.293543 = -4104311.700925
  nChanged 18523
		SP:Iteration 1F (8583.700000 sec): 3 clusters
  Score: Raw -4118146.513040 + Penalty 3442.293543 = -4114704.219497
  nChanged 1561
		SP:Iteration 2Q (8583.800000 sec): 3 clusters
  Score: Raw -4118560.559649 + Penalty 3442.293543 = -4115118.266106
  nChanged 1535
		SP:Iteration 3Q (8583.920000 sec): 3 clusters
  Score: Raw -4119029.641940 + Penalty 3442.293543 = -4115587.348397
  nChanged 1691
		SP:Iteration 4Q (8584.020000 sec): 3 clusters
  Score: Raw -4119684.717571 + Penalty 3442.293543 = -4116242.424027
  nChanged 2125
		SP:Iteration 5F (8584.130000 sec): 3 clusters
  Score: Raw -4120800.759795 + Penalty 3442.293543 = -4117358.466251
  nChanged 2783
		SP:Iteration 6F (8584.240000 sec): 3 clusters
  Score: Raw -4122717.341146 + Penalty 3442.293543 = -4119275.047602
  nChanged 3269
		SP:Iteration 7F (8584.340000 sec): 3 clusters
  Score: Raw -4125500.138806 + Penalty 3442.293543 = -4122057.845262
  nChanged 3278
		SP:Iteration 8F (8584.440000 sec): 3 clusters
  Score: Raw -4128693.354890 + Penalty 3442.293543 = -4125251.061347
  nChanged 2386
		SP:Iteration 9F (8584.550000 sec): 3 clusters
  Score: Raw -4131059.426547 + Penalty 3442.293543 = -4127617.133003
  nChanged 1200
		SP:Iteration 10Q (8584.650000 sec): 3 clusters
  Score: Raw -4132218.028003 + Penalty 3442.293543 = -4128775.734460
  nChanged 503
		SP:Iteration 11Q (8584.740000 sec): 3 clusters
  Score: Raw -4132683.374835 + Penalty 3442.293543 = -4129241.081292
  nChanged 192
		SP:Iteration 12Q (8584.820000 sec): 3 clusters
  Score: Raw -4132866.234311 + Penalty 3442.293543 = -4129423.940768
  nChanged 70
		SP:Iteration 13Q (8584.900000 sec): 3 clusters
  Score: Raw -4132943.532216 + Penalty 3442.293543 = -4129501.238673
  nChanged 40
		SP:Iteration 14Q (8584.980000 sec): 3 clusters
  Score: Raw -4132984.144115 + Penalty 3442.293543 = -4129541.850571
  nChanged 20
		SP:Iteration 15Q (8585.060000 sec): 3 clusters
  Score: Raw -4133005.928642 + Penalty 3442.293543 = -4129563.635099
  nChanged 10
		SP:Iteration 16Q (8585.140000 sec): 3 clusters
  Score: Raw -4133015.250603 + Penalty 3442.293543 = -4129572.957060
  nChanged 9
		SP:Iteration 17Q (8585.210000 sec): 3 clusters
  Score: Raw -4133025.894693 + Penalty 3442.293543 = -4129583.601149
  nChanged 5
		SP:Iteration 18Q (8585.280000 sec): 3 clusters
  Score: Raw -4133030.363636 + Penalty 3442.293543 = -4129588.070092
  nChanged 5
		SP:Iteration 19Q (8585.360000 sec): 3 clusters
  Score: Raw -4133036.778714 + Penalty 3442.293543 = -4129594.485170
  nChanged 11
		SP:Iteration 20F (8585.460000 sec): 3 clusters
  Score: Raw -4133051.506473 + Penalty 3442.293543 = -4129609.212929
  nChanged 7
		SP:Iteration 21Q (8585.540000 sec): 3 clusters
  Score: Raw -4133060.321462 + Penalty 3442.293543 = -4129618.027919
  nChanged 6
		SP:Iteration 22Q (8585.610000 sec): 3 clusters
  Score: Raw -4133066.140788 + Penalty 3442.293543 = -4129623.847244
  nChanged 5
		SP:Iteration 23Q (8585.680000 sec): 3 clusters
  Score: Raw -4133076.375254 + Penalty 3442.293543 = -4129634.081710
  nChanged 4
		SP:Iteration 24Q (8585.760000 sec): 3 clusters
  Score: Raw -4133080.164636 + Penalty 3442.293543 = -4129637.871093
  nChanged 2
		SP:Iteration 25Q (8585.830000 sec): 3 clusters
  Score: Raw -4133082.405370 + Penalty 3442.293543 = -4129640.111827
  nChanged 4
		SP:Iteration 26Q (8585.900000 sec): 3 clusters
  Score: Raw -4133084.760788 + Penalty 3442.293543 = -4129642.467245
  nChanged 1
		SP:Iteration 27Q (8585.980000 sec): 3 clusters
  Score: Raw -4133085.893072 + Penalty 3442.293543 = -4129643.599528
  nChanged 2
		SP:Iteration 28Q (8586.050000 sec): 3 clusters
  Score: Raw -4133087.677895 + Penalty 3442.293543 = -4129645.384352
  nChanged 2
		SP:Iteration 29Q (8586.120000 sec): 3 clusters
  Score: Raw -4133091.362886 + Penalty 3442.293543 = -4129649.069342
  nChanged 3
		SP:Iteration 30Q (8586.200000 sec): 3 clusters
  Score: Raw -4133094.740645 + Penalty 3442.293543 = -4129652.447102
  nChanged 1
		SP:Iteration 31Q (8586.270000 sec): 3 clusters
  Score: Raw -4133095.251830 + Penalty 3442.293543 = -4129652.958286
  nChanged 0
		SP:Iteration 32F (8586.370000 sec): 3 clusters
  Score: Raw -4133095.251830 + Penalty 3442.293543 = -4129652.958286
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8586.420000 sec): 2 clusters
  Score: Raw -1219446.585580 + Penalty 1523.892836 = -1217922.692744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8586.450000 sec): 3 clusters
  Score: Raw -1212690.098416 + Penalty 3047.785671 = -1209642.312744
  nChanged 5132
		SP:Iteration 1F (8586.480000 sec): 3 clusters
  Score: Raw -1215414.124678 + Penalty 3047.785671 = -1212366.339006
  nChanged 692
		SP:Iteration 2F (8586.510000 sec): 3 clusters
  Score: Raw -1215672.459010 + Penalty 3047.785671 = -1212624.673338
  nChanged 562
		SP:Iteration 3Q (8586.540000 sec): 3 clusters
  Score: Raw -1215891.588432 + Penalty 3047.785671 = -1212843.802760
  nChanged 511
		SP:Iteration 4Q (8586.570000 sec): 3 clusters
  Score: Raw -1216087.897885 + Penalty 3047.785671 = -1213040.112214
  nChanged 495
		SP:Iteration 5Q (8586.600000 sec): 3 clusters
  Score: Raw -1216282.648097 + Penalty 3047.785671 = -1213234.862426
  nChanged 474
		SP:Iteration 6Q (8586.630000 sec): 3 clusters
  Score: Raw -1216473.174347 + Penalty 3047.785671 = -1213425.388676
  nChanged 466
		SP:Iteration 7Q (8586.660000 sec): 3 clusters
  Score: Raw -1216666.829253 + Penalty 3047.785671 = -1213619.043581
  nChanged 457
		SP:Iteration 8Q (8586.690000 sec): 3 clusters
  Score: Raw -1216875.065169 + Penalty 3047.785671 = -1213827.279498
  nChanged 452
		SP:Iteration 9Q (8586.720000 sec): 3 clusters
  Score: Raw -1217081.943458 + Penalty 3047.785671 = -1214034.157787
  nChanged 408
		SP:Iteration 10Q (8586.750000 sec): 3 clusters
  Score: Raw -1217260.798654 + Penalty 3047.785671 = -1214213.012983
  nChanged 379
		SP:Iteration 11Q (8586.780000 sec): 3 clusters
  Score: Raw -1217416.787413 + Penalty 3047.785671 = -1214369.001742
  nChanged 360
		SP:Iteration 12Q (8586.810000 sec): 3 clusters
  Score: Raw -1217558.275645 + Penalty 3047.785671 = -1214510.489973
  nChanged 335
		SP:Iteration 13Q (8586.840000 sec): 3 clusters
  Score: Raw -1217705.016180 + Penalty 3047.785671 = -1214657.230509
  nChanged 323
		SP:Iteration 14Q (8586.870000 sec): 3 clusters
  Score: Raw -1217843.500447 + Penalty 3047.785671 = -1214795.714776
  nChanged 329
		SP:Iteration 15Q (8586.900000 sec): 3 clusters
  Score: Raw -1217991.402514 + Penalty 3047.785671 = -1214943.616842
  nChanged 285
		SP:Iteration 16Q (8586.930000 sec): 3 clusters
  Score: Raw -1218116.490989 + Penalty 3047.785671 = -1215068.705318
  nChanged 262
		SP:Iteration 17Q (8586.960000 sec): 3 clusters
  Score: Raw -1218238.107440 + Penalty 3047.785671 = -1215190.321768
  nChanged 274
		SP:Iteration 18Q (8586.990000 sec): 3 clusters
  Score: Raw -1218380.270275 + Penalty 3047.785671 = -1215332.484604
  nChanged 253
		SP:Iteration 19Q (8587.020000 sec): 3 clusters
  Score: Raw -1218521.590897 + Penalty 3047.785671 = -1215473.805226
  nChanged 263
		SP:Iteration 20F (8587.050000 sec): 3 clusters
  Score: Raw -1218682.498799 + Penalty 3047.785671 = -1215634.713128
  nChanged 253
		SP:Iteration 21Q (8587.080000 sec): 3 clusters
  Score: Raw -1218849.078026 + Penalty 3047.785671 = -1215801.292355
  nChanged 244
		SP:Iteration 22Q (8587.100000 sec): 3 clusters
  Score: Raw -1219014.382741 + Penalty 3047.785671 = -1215966.597069
  nChanged 185
		SP:Iteration 23Q (8587.130000 sec): 3 clusters
  Score: Raw -1219157.897816 + Penalty 3047.785671 = -1216110.112144
  nChanged 158
		SP:Iteration 24Q (8587.160000 sec): 3 clusters
  Score: Raw -1219286.522337 + Penalty 3047.785671 = -1216238.736666
  nChanged 111
		SP:Iteration 25Q (8587.180000 sec): 3 clusters
  Score: Raw -1219372.515955 + Penalty 3047.785671 = -1216324.730284
  nChanged 78
		SP:Iteration 26Q (8587.210000 sec): 3 clusters
  Score: Raw -1219434.154379 + Penalty 3047.785671 = -1216386.368707
  nChanged 64
		SP:Iteration 27Q (8587.240000 sec): 3 clusters
  Score: Raw -1219486.946604 + Penalty 3047.785671 = -1216439.160932
  nChanged 40
		SP:Iteration 28Q (8587.260000 sec): 3 clusters
  Score: Raw -1219514.481306 + Penalty 3047.785671 = -1216466.695635
  nChanged 32
		SP:Iteration 29Q (8587.280000 sec): 3 clusters
  Score: Raw -1219543.115227 + Penalty 3047.785671 = -1216495.329555
  nChanged 31
		SP:Iteration 30Q (8587.310000 sec): 3 clusters
  Score: Raw -1219571.049886 + Penalty 3047.785671 = -1216523.264215
  nChanged 23
		SP:Iteration 31Q (8587.330000 sec): 3 clusters
  Score: Raw -1219594.238939 + Penalty 3047.785671 = -1216546.453268
  nChanged 15
		SP:Iteration 32Q (8587.350000 sec): 3 clusters
  Score: Raw -1219610.589882 + Penalty 3047.785671 = -1216562.804210
  nChanged 12
		SP:Iteration 33Q (8587.380000 sec): 3 clusters
  Score: Raw -1219625.132163 + Penalty 3047.785671 = -1216577.346491
  nChanged 15
		SP:Iteration 34Q (8587.400000 sec): 3 clusters
  Score: Raw -1219637.265896 + Penalty 3047.785671 = -1216589.480224
  nChanged 16
		SP:Iteration 35Q (8587.420000 sec): 3 clusters
  Score: Raw -1219653.750957 + Penalty 3047.785671 = -1216605.965285
  nChanged 9
		SP:Iteration 36Q (8587.440000 sec): 3 clusters
  Score: Raw -1219662.362749 + Penalty 3047.785671 = -1216614.577078
  nChanged 5
		SP:Iteration 37Q (8587.460000 sec): 3 clusters
  Score: Raw -1219666.312174 + Penalty 3047.785671 = -1216618.526502
  nChanged 2
		SP:Iteration 38Q (8587.480000 sec): 3 clusters
  Score: Raw -1219668.807198 + Penalty 3047.785671 = -1216621.021526
  nChanged 2
		SP:Iteration 39Q (8587.510000 sec): 3 clusters
  Score: Raw -1219671.333361 + Penalty 3047.785671 = -1216623.547690
  nChanged 0
		SP:Iteration 40F (8587.540000 sec): 3 clusters
  Score: Raw -1219671.333361 + Penalty 3047.785671 = -1216623.547690
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (32953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.640000 sec): 2 clusters
  Score: Raw -3411059.353007 + Penalty 1690.461107 = -3409368.891900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.720000 sec): 3 clusters
  Score: Raw -3390542.158733 + Penalty 3380.922214 = -3387161.236518
  nChanged 15259
		SP:Iteration 1F (8587.810000 sec): 3 clusters
  Score: Raw -3398727.957675 + Penalty 3380.922214 = -3395347.035461
  nChanged 1310
		SP:Iteration 2Q (8587.900000 sec): 3 clusters
  Score: Raw -3399117.982343 + Penalty 3380.922214 = -3395737.060129
  nChanged 1365
		SP:Iteration 3Q (8587.990000 sec): 3 clusters
  Score: Raw -3399603.113445 + Penalty 3380.922214 = -3396222.191230
  nChanged 1521
		SP:Iteration 4Q (8588.080000 sec): 3 clusters
  Score: Raw -3400243.256544 + Penalty 3380.922214 = -3396862.334330
  nChanged 1890
		SP:Iteration 5F (8588.170000 sec): 3 clusters
  Score: Raw -3401290.812980 + Penalty 3380.922214 = -3397909.890766
  nChanged 2379
		SP:Iteration 6F (8588.250000 sec): 3 clusters
  Score: Raw -3402994.294297 + Penalty 3380.922214 = -3399613.372083
  nChanged 2792
		SP:Iteration 7F (8588.340000 sec): 3 clusters
  Score: Raw -3405391.629159 + Penalty 3380.922214 = -3402010.706945
  nChanged 2631
		SP:Iteration 8F (8588.420000 sec): 3 clusters
  Score: Raw -3407850.804614 + Penalty 3380.922214 = -3404469.882399
  nChanged 1839
		SP:Iteration 9F (8588.510000 sec): 3 clusters
  Score: Raw -3409558.854768 + Penalty 3380.922214 = -3406177.932554
  nChanged 975
		SP:Iteration 10Q (8588.590000 sec): 3 clusters
  Score: Raw -3410431.037749 + Penalty 3380.922214 = -3407050.115535
  nChanged 470
		SP:Iteration 11Q (8588.670000 sec): 3 clusters
  Score: Raw -3410865.735551 + Penalty 3380.922214 = -3407484.813336
  nChanged 178
		SP:Iteration 12Q (8588.740000 sec): 3 clusters
  Score: Raw -3411051.329594 + Penalty 3380.922214 = -3407670.407380
  nChanged 78
		SP:Iteration 13Q (8588.800000 sec): 3 clusters
  Score: Raw -3411135.672108 + Penalty 3380.922214 = -3407754.749893
  nChanged 37
		SP:Iteration 14Q (8588.860000 sec): 3 clusters
  Score: Raw -3411188.542908 + Penalty 3380.922214 = -3407807.620694
  nChanged 30
		SP:Iteration 15Q (8588.920000 sec): 3 clusters
  Score: Raw -3411228.109326 + Penalty 3380.922214 = -3407847.187112
  nChanged 21
		SP:Iteration 16Q (8588.980000 sec): 3 clusters
  Score: Raw -3411253.233822 + Penalty 3380.922214 = -3407872.311608
  nChanged 16
		SP:Iteration 17Q (8589.050000 sec): 3 clusters
  Score: Raw -3411274.954498 + Penalty 3380.922214 = -3407894.032284
  nChanged 12
		SP:Iteration 18Q (8589.110000 sec): 3 clusters
  Score: Raw -3411286.393884 + Penalty 3380.922214 = -3407905.471669
  nChanged 6
		SP:Iteration 19Q (8589.170000 sec): 3 clusters
  Score: Raw -3411294.910652 + Penalty 3380.922214 = -3407913.988437
  nChanged 5
		SP:Iteration 20F (8589.250000 sec): 3 clusters
  Score: Raw -3411302.665045 + Penalty 3380.922214 = -3407921.742831
  nChanged 5
		SP:Iteration 21Q (8589.310000 sec): 3 clusters
  Score: Raw -3411310.884602 + Penalty 3380.922214 = -3407929.962388
  nChanged 7
		SP:Iteration 22Q (8589.370000 sec): 3 clusters
  Score: Raw -3411317.562016 + Penalty 3380.922214 = -3407936.639802
  nChanged 2
		SP:Iteration 23Q (8589.430000 sec): 3 clusters
  Score: Raw -3411318.944971 + Penalty 3380.922214 = -3407938.022756
  nChanged 0
		SP:Iteration 24F (8589.520000 sec): 3 clusters
  Score: Raw -3411318.944971 + Penalty 3380.922214 = -3407938.022756
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8589.540000 sec): 2 clusters
  Score: Raw -128572.673664 + Penalty 1171.637940 = -127401.035725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8589.540000 sec): 3 clusters
  Score: Raw -128049.548599 + Penalty 2343.275879 = -125706.272720
  nChanged 473
		SP:Iteration 1F (8589.550000 sec): 3 clusters
  Score: Raw -128381.693931 + Penalty 2343.275879 = -126038.418052
  nChanged 110
		SP:Iteration 2F (8589.550000 sec): 3 clusters
  Score: Raw -128489.774095 + Penalty 2343.275879 = -126146.498216
  nChanged 70
		SP:Iteration 3F (8589.560000 sec): 3 clusters
  Score: Raw -128551.498222 + Penalty 2343.275879 = -126208.222343
  nChanged 46
		SP:Iteration 4Q (8589.560000 sec): 3 clusters
  Score: Raw -128592.198629 + Penalty 2343.275879 = -126248.922750
  nChanged 34
		SP:Iteration 5Q (8589.560000 sec): 3 clusters
  Score: Raw -128617.486171 + Penalty 2343.275879 = -126274.210292
  nChanged 19
		SP:Iteration 6Q (8589.560000 sec): 3 clusters
  Score: Raw -128626.580651 + Penalty 2343.275879 = -126283.304771
  nChanged 15
		SP:Iteration 7Q (8589.570000 sec): 3 clusters
  Score: Raw -128633.531142 + Penalty 2343.275879 = -126290.255263
  nChanged 8
		SP:Iteration 8Q (8589.570000 sec): 3 clusters
  Score: Raw -128640.063457 + Penalty 2343.275879 = -126296.787578
  nChanged 12
		SP:Iteration 9Q (8589.580000 sec): 3 clusters
  Score: Raw -128651.958652 + Penalty 2343.275879 = -126308.682773
  nChanged 16
		SP:Iteration 10Q (8589.580000 sec): 3 clusters
  Score: Raw -128662.872986 + Penalty 2343.275879 = -126319.597107
  nChanged 11
		SP:Iteration 11Q (8589.580000 sec): 3 clusters
  Score: Raw -128668.534785 + Penalty 2343.275879 = -126325.258906
  nChanged 7
		SP:Iteration 12Q (8589.580000 sec): 3 clusters
  Score: Raw -128673.646407 + Penalty 2343.275879 = -126330.370528
  nChanged 6
		SP:Iteration 13Q (8589.590000 sec): 3 clusters
  Score: Raw -128677.987095 + Penalty 2343.275879 = -126334.711215
  nChanged 5
		SP:Iteration 14Q (8589.590000 sec): 3 clusters
  Score: Raw -128681.242362 + Penalty 2343.275879 = -126337.966483
  nChanged 8
		SP:Iteration 15Q (8589.590000 sec): 3 clusters
  Score: Raw -128687.208416 + Penalty 2343.275879 = -126343.932537
  nChanged 6
		SP:Iteration 16Q (8589.600000 sec): 3 clusters
  Score: Raw -128690.242242 + Penalty 2343.275879 = -126346.966363
  nChanged 2
		SP:Iteration 17Q (8589.600000 sec): 3 clusters
  Score: Raw -128690.906513 + Penalty 2343.275879 = -126347.630634
  nChanged 2
		SP:Iteration 18Q (8589.600000 sec): 3 clusters
  Score: Raw -128692.130157 + Penalty 2343.275879 = -126348.854278
  nChanged 2
		SP:Iteration 19Q (8589.610000 sec): 3 clusters
  Score: Raw -128692.564812 + Penalty 2343.275879 = -126349.288933
  nChanged 1
		SP:Iteration 20F (8589.610000 sec): 3 clusters
  Score: Raw -128692.883031 + Penalty 2343.275879 = -126349.607152
  nChanged 1
		SP:Iteration 21Q (8589.610000 sec): 3 clusters
  Score: Raw -128693.301835 + Penalty 2343.275879 = -126350.025956
  nChanged 0
		SP:Iteration 22F (8589.620000 sec): 3 clusters
  Score: Raw -128693.301835 + Penalty 2343.275879 = -126350.025956
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8589.630000 sec): 2 clusters
  Score: Raw -323227.759632 + Penalty 1325.106278 = -321902.653353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8589.640000 sec): 3 clusters
  Score: Raw -321491.434119 + Penalty 2650.212557 = -318841.221562
  nChanged 1384
		SP:Iteration 1F (8589.650000 sec): 3 clusters
  Score: Raw -322268.454542 + Penalty 2650.212557 = -319618.241985
  nChanged 293
		SP:Iteration 2F (8589.660000 sec): 3 clusters
  Score: Raw -322461.936678 + Penalty 2650.212557 = -319811.724121
  nChanged 210
		SP:Iteration 3F (8589.660000 sec): 3 clusters
  Score: Raw -322606.759383 + Penalty 2650.212557 = -319956.546826
  nChanged 193
		SP:Iteration 4F (8589.670000 sec): 3 clusters
  Score: Raw -322727.380849 + Penalty 2650.212557 = -320077.168292
  nChanged 145
		SP:Iteration 5Q (8589.680000 sec): 3 clusters
  Score: Raw -322812.561578 + Penalty 2650.212557 = -320162.349021
  nChanged 136
		SP:Iteration 6Q (8589.690000 sec): 3 clusters
  Score: Raw -322889.005950 + Penalty 2650.212557 = -320238.793393
  nChanged 105
		SP:Iteration 7Q (8589.700000 sec): 3 clusters
  Score: Raw -322949.617177 + Penalty 2650.212557 = -320299.404620
  nChanged 91
		SP:Iteration 8Q (8589.710000 sec): 3 clusters
  Score: Raw -322998.690802 + Penalty 2650.212557 = -320348.478245
  nChanged 79
		SP:Iteration 9Q (8589.720000 sec): 3 clusters
  Score: Raw -323042.117722 + Penalty 2650.212557 = -320391.905165
  nChanged 77
		SP:Iteration 10Q (8589.720000 sec): 3 clusters
  Score: Raw -323090.321242 + Penalty 2650.212557 = -320440.108685
  nChanged 88
		SP:Iteration 11Q (8589.730000 sec): 3 clusters
  Score: Raw -323145.537609 + Penalty 2650.212557 = -320495.325052
  nChanged 86
		SP:Iteration 12Q (8589.740000 sec): 3 clusters
  Score: Raw -323193.504600 + Penalty 2650.212557 = -320543.292043
  nChanged 73
		SP:Iteration 13Q (8589.750000 sec): 3 clusters
  Score: Raw -323235.499913 + Penalty 2650.212557 = -320585.287356
  nChanged 66
		SP:Iteration 14Q (8589.760000 sec): 3 clusters
  Score: Raw -323278.963795 + Penalty 2650.212557 = -320628.751238
  nChanged 70
		SP:Iteration 15Q (8589.760000 sec): 3 clusters
  Score: Raw -323321.523460 + Penalty 2650.212557 = -320671.310903
  nChanged 73
		SP:Iteration 16Q (8589.770000 sec): 3 clusters
  Score: Raw -323362.468115 + Penalty 2650.212557 = -320712.255558
  nChanged 60
		SP:Iteration 17Q (8589.780000 sec): 3 clusters
  Score: Raw -323396.263213 + Penalty 2650.212557 = -320746.050656
  nChanged 56
		SP:Iteration 18Q (8589.790000 sec): 3 clusters
  Score: Raw -323423.082833 + Penalty 2650.212557 = -320772.870276
  nChanged 47
		SP:Iteration 19Q (8589.800000 sec): 3 clusters
  Score: Raw -323442.737967 + Penalty 2650.212557 = -320792.525410
  nChanged 35
		SP:Iteration 20F (8589.810000 sec): 3 clusters
  Score: Raw -323454.627985 + Penalty 2650.212557 = -320804.415428
  nChanged 28
		SP:Iteration 21Q (8589.820000 sec): 3 clusters
  Score: Raw -323464.735965 + Penalty 2650.212557 = -320814.523408
  nChanged 17
		SP:Iteration 22Q (8589.820000 sec): 3 clusters
  Score: Raw -323471.855394 + Penalty 2650.212557 = -320821.642837
  nChanged 16
		SP:Iteration 23Q (8589.830000 sec): 3 clusters
  Score: Raw -323479.130103 + Penalty 2650.212557 = -320828.917546
  nChanged 19
		SP:Iteration 24Q (8589.840000 sec): 3 clusters
  Score: Raw -323485.292779 + Penalty 2650.212557 = -320835.080222
  nChanged 10
		SP:Iteration 25Q (8589.850000 sec): 3 clusters
  Score: Raw -323488.960977 + Penalty 2650.212557 = -320838.748420
  nChanged 10
		SP:Iteration 26Q (8589.860000 sec): 3 clusters
  Score: Raw -323491.548757 + Penalty 2650.212557 = -320841.336200
  nChanged 10
		SP:Iteration 27Q (8589.860000 sec): 3 clusters
  Score: Raw -323494.384934 + Penalty 2650.212557 = -320844.172377
  nChanged 9
		SP:Iteration 28Q (8589.870000 sec): 3 clusters
  Score: Raw -323497.272716 + Penalty 2650.212557 = -320847.060159
  nChanged 9
		SP:Iteration 29Q (8589.880000 sec): 3 clusters
  Score: Raw -323499.839410 + Penalty 2650.212557 = -320849.626853
  nChanged 9
		SP:Iteration 30Q (8589.890000 sec): 3 clusters
  Score: Raw -323502.250158 + Penalty 2650.212557 = -320852.037601
  nChanged 6
		SP:Iteration 31Q (8589.900000 sec): 3 clusters
  Score: Raw -323503.670017 + Penalty 2650.212557 = -320853.457460
  nChanged 4
		SP:Iteration 32Q (8589.900000 sec): 3 clusters
  Score: Raw -323504.595164 + Penalty 2650.212557 = -320854.382607
  nChanged 2
		SP:Iteration 33Q (8589.910000 sec): 3 clusters
  Score: Raw -323505.114227 + Penalty 2650.212557 = -320854.901671
  nChanged 2
		SP:Iteration 34Q (8589.920000 sec): 3 clusters
  Score: Raw -323505.590924 + Penalty 2650.212557 = -320855.378367
  nChanged 1
		SP:Iteration 35Q (8589.930000 sec): 3 clusters
  Score: Raw -323505.673253 + Penalty 2650.212557 = -320855.460697
  nChanged 1
		SP:Iteration 36Q (8589.940000 sec): 3 clusters
  Score: Raw -323505.788803 + Penalty 2650.212557 = -320855.576246
  nChanged 0
		SP:Iteration 37F (8589.940000 sec): 3 clusters
  Score: Raw -323505.788803 + Penalty 2650.212557 = -320855.576246
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.010000 sec): 2 clusters
  Score: Raw -2108420.776742 + Penalty 1615.869681 = -2106804.907061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8590.070000 sec): 3 clusters
  Score: Raw -2095852.595289 + Penalty 3231.739363 = -2092620.855926
  nChanged 9459
		SP:Iteration 1F (8590.120000 sec): 3 clusters
  Score: Raw -2101079.381700 + Penalty 3231.739363 = -2097847.642338
  nChanged 1103
		SP:Iteration 2F (8590.180000 sec): 3 clusters
  Score: Raw -2101511.771806 + Penalty 3231.739363 = -2098280.032443
  nChanged 1031
		SP:Iteration 3Q (8590.230000 sec): 3 clusters
  Score: Raw -2101932.204320 + Penalty 3231.739363 = -2098700.464957
  nChanged 1038
		SP:Iteration 4Q (8590.280000 sec): 3 clusters
  Score: Raw -2102423.513090 + Penalty 3231.739363 = -2099191.773727
  nChanged 1158
		SP:Iteration 5F (8590.340000 sec): 3 clusters
  Score: Raw -2103059.607786 + Penalty 3231.739363 = -2099827.868423
  nChanged 1224
		SP:Iteration 6F (8590.390000 sec): 3 clusters
  Score: Raw -2103753.589340 + Penalty 3231.739363 = -2100521.849977
  nChanged 1195
		SP:Iteration 7F (8590.450000 sec): 3 clusters
  Score: Raw -2104403.143996 + Penalty 3231.739363 = -2101171.404633
  nChanged 1095
		SP:Iteration 8F (8590.500000 sec): 3 clusters
  Score: Raw -2104992.538632 + Penalty 3231.739363 = -2101760.799269
  nChanged 936
		SP:Iteration 9Q (8590.560000 sec): 3 clusters
  Score: Raw -2105477.462192 + Penalty 3231.739363 = -2102245.722829
  nChanged 784
		SP:Iteration 10Q (8590.610000 sec): 3 clusters
  Score: Raw -2105873.949660 + Penalty 3231.739363 = -2102642.210297
  nChanged 688
		SP:Iteration 11Q (8590.660000 sec): 3 clusters
  Score: Raw -2106249.586828 + Penalty 3231.739363 = -2103017.847465
  nChanged 625
		SP:Iteration 12Q (8590.720000 sec): 3 clusters
  Score: Raw -2106624.108869 + Penalty 3231.739363 = -2103392.369506
  nChanged 621
		SP:Iteration 13Q (8590.770000 sec): 3 clusters
  Score: Raw -2107027.884715 + Penalty 3231.739363 = -2103796.145352
  nChanged 564
		SP:Iteration 14Q (8590.830000 sec): 3 clusters
  Score: Raw -2107411.864141 + Penalty 3231.739363 = -2104180.124778
  nChanged 430
		SP:Iteration 15Q (8590.880000 sec): 3 clusters
  Score: Raw -2107709.016272 + Penalty 3231.739363 = -2104477.276909
  nChanged 339
		SP:Iteration 16Q (8590.930000 sec): 3 clusters
  Score: Raw -2107963.586265 + Penalty 3231.739363 = -2104731.846902
  nChanged 255
		SP:Iteration 17Q (8590.980000 sec): 3 clusters
  Score: Raw -2108144.325596 + Penalty 3231.739363 = -2104912.586233
  nChanged 186
		SP:Iteration 18Q (8591.020000 sec): 3 clusters
  Score: Raw -2108279.841323 + Penalty 3231.739363 = -2105048.101960
  nChanged 134
		SP:Iteration 19Q (8591.060000 sec): 3 clusters
  Score: Raw -2108365.426264 + Penalty 3231.739363 = -2105133.686902
  nChanged 92
		SP:Iteration 20F (8591.120000 sec): 3 clusters
  Score: Raw -2108420.999578 + Penalty 3231.739363 = -2105189.260215
  nChanged 73
		SP:Iteration 21Q (8591.160000 sec): 3 clusters
  Score: Raw -2108464.006103 + Penalty 3231.739363 = -2105232.266740
  nChanged 57
		SP:Iteration 22Q (8591.200000 sec): 3 clusters
  Score: Raw -2108499.760662 + Penalty 3231.739363 = -2105268.021300
  nChanged 56
		SP:Iteration 23Q (8591.240000 sec): 3 clusters
  Score: Raw -2108538.594842 + Penalty 3231.739363 = -2105306.855479
  nChanged 50
		SP:Iteration 24Q (8591.280000 sec): 3 clusters
  Score: Raw -2108571.810456 + Penalty 3231.739363 = -2105340.071093
  nChanged 34
		SP:Iteration 25Q (8591.320000 sec): 3 clusters
  Score: Raw -2108593.163300 + Penalty 3231.739363 = -2105361.423938
  nChanged 24
		SP:Iteration 26Q (8591.360000 sec): 3 clusters
  Score: Raw -2108609.435814 + Penalty 3231.739363 = -2105377.696451
  nChanged 27
		SP:Iteration 27Q (8591.400000 sec): 3 clusters
  Score: Raw -2108629.830375 + Penalty 3231.739363 = -2105398.091012
  nChanged 25
		SP:Iteration 28Q (8591.440000 sec): 3 clusters
  Score: Raw -2108647.508801 + Penalty 3231.739363 = -2105415.769439
  nChanged 22
		SP:Iteration 29Q (8591.480000 sec): 3 clusters
  Score: Raw -2108664.772541 + Penalty 3231.739363 = -2105433.033178
  nChanged 19
		SP:Iteration 30Q (8591.520000 sec): 3 clusters
  Score: Raw -2108674.868832 + Penalty 3231.739363 = -2105443.129469
  nChanged 16
		SP:Iteration 31Q (8591.550000 sec): 3 clusters
  Score: Raw -2108685.065847 + Penalty 3231.739363 = -2105453.326484
  nChanged 17
		SP:Iteration 32Q (8591.590000 sec): 3 clusters
  Score: Raw -2108693.503173 + Penalty 3231.739363 = -2105461.763810
  nChanged 10
		SP:Iteration 33Q (8591.630000 sec): 3 clusters
  Score: Raw -2108699.032567 + Penalty 3231.739363 = -2105467.293204
  nChanged 13
		SP:Iteration 34Q (8591.670000 sec): 3 clusters
  Score: Raw -2108708.049631 + Penalty 3231.739363 = -2105476.310268
  nChanged 8
		SP:Iteration 35Q (8591.700000 sec): 3 clusters
  Score: Raw -2108711.547832 + Penalty 3231.739363 = -2105479.808469
  nChanged 6
		SP:Iteration 36Q (8591.740000 sec): 3 clusters
  Score: Raw -2108713.910798 + Penalty 3231.739363 = -2105482.171435
  nChanged 2
		SP:Iteration 37Q (8591.780000 sec): 3 clusters
  Score: Raw -2108714.794865 + Penalty 3231.739363 = -2105483.055502
  nChanged 0
		SP:Iteration 38F (8591.840000 sec): 3 clusters
  Score: Raw -2108714.794865 + Penalty 3231.739363 = -2105483.055502
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8591.870000 sec): 2 clusters
  Score: Raw -891672.152441 + Penalty 1476.442018 = -890195.710422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.890000 sec): 3 clusters
  Score: Raw -886795.385946 + Penalty 2952.884037 = -883842.501909
  nChanged 3727
		SP:Iteration 1F (8591.910000 sec): 3 clusters
  Score: Raw -888821.755216 + Penalty 2952.884037 = -885868.871179
  nChanged 571
		SP:Iteration 2F (8591.940000 sec): 3 clusters
  Score: Raw -889105.740369 + Penalty 2952.884037 = -886152.856332
  nChanged 503
		SP:Iteration 3F (8591.960000 sec): 3 clusters
  Score: Raw -889342.743097 + Penalty 2952.884037 = -886389.859060
  nChanged 438
		SP:Iteration 4Q (8591.980000 sec): 3 clusters
  Score: Raw -889549.972363 + Penalty 2952.884037 = -886597.088326
  nChanged 372
		SP:Iteration 5Q (8592.000000 sec): 3 clusters
  Score: Raw -889738.416960 + Penalty 2952.884037 = -886785.532923
  nChanged 361
		SP:Iteration 6Q (8592.020000 sec): 3 clusters
  Score: Raw -889933.221479 + Penalty 2952.884037 = -886980.337442
  nChanged 352
		SP:Iteration 7Q (8592.040000 sec): 3 clusters
  Score: Raw -890149.415917 + Penalty 2952.884037 = -887196.531880
  nChanged 368
		SP:Iteration 8Q (8592.070000 sec): 3 clusters
  Score: Raw -890388.014596 + Penalty 2952.884037 = -887435.130559
  nChanged 377
		SP:Iteration 9Q (8592.090000 sec): 3 clusters
  Score: Raw -890631.884694 + Penalty 2952.884037 = -887679.000657
  nChanged 349
		SP:Iteration 10Q (8592.110000 sec): 3 clusters
  Score: Raw -890849.001044 + Penalty 2952.884037 = -887896.117007
  nChanged 297
		SP:Iteration 11Q (8592.130000 sec): 3 clusters
  Score: Raw -890999.800204 + Penalty 2952.884037 = -888046.916167
  nChanged 245
		SP:Iteration 12Q (8592.150000 sec): 3 clusters
  Score: Raw -891114.026587 + Penalty 2952.884037 = -888161.142550
  nChanged 200
		SP:Iteration 13Q (8592.180000 sec): 3 clusters
  Score: Raw -891203.755234 + Penalty 2952.884037 = -888250.871197
  nChanged 187
		SP:Iteration 14Q (8592.200000 sec): 3 clusters
  Score: Raw -891270.005740 + Penalty 2952.884037 = -888317.121703
  nChanged 142
		SP:Iteration 15Q (8592.220000 sec): 3 clusters
  Score: Raw -891309.964539 + Penalty 2952.884037 = -888357.080502
  nChanged 103
		SP:Iteration 16Q (8592.240000 sec): 3 clusters
  Score: Raw -891339.594674 + Penalty 2952.884037 = -888386.710637
  nChanged 83
		SP:Iteration 17Q (8592.260000 sec): 3 clusters
  Score: Raw -891363.543969 + Penalty 2952.884037 = -888410.659932
  nChanged 79
		SP:Iteration 18Q (8592.280000 sec): 3 clusters
  Score: Raw -891384.218296 + Penalty 2952.884037 = -888431.334259
  nChanged 76
		SP:Iteration 19Q (8592.300000 sec): 3 clusters
  Score: Raw -891402.559944 + Penalty 2952.884037 = -888449.675907
  nChanged 78
		SP:Iteration 20F (8592.320000 sec): 3 clusters
  Score: Raw -891421.568526 + Penalty 2952.884037 = -888468.684489
  nChanged 66
		SP:Iteration 21Q (8592.340000 sec): 3 clusters
  Score: Raw -891437.046602 + Penalty 2952.884037 = -888484.162565
  nChanged 44
		SP:Iteration 22Q (8592.360000 sec): 3 clusters
  Score: Raw -891446.515440 + Penalty 2952.884037 = -888493.631403
  nChanged 33
		SP:Iteration 23Q (8592.390000 sec): 3 clusters
  Score: Raw -891453.966008 + Penalty 2952.884037 = -888501.081971
  nChanged 34
		SP:Iteration 24Q (8592.410000 sec): 3 clusters
  Score: Raw -891461.170039 + Penalty 2952.884037 = -888508.286002
  nChanged 37
		SP:Iteration 25Q (8592.430000 sec): 3 clusters
  Score: Raw -891467.764466 + Penalty 2952.884037 = -888514.880429
  nChanged 32
		SP:Iteration 26Q (8592.450000 sec): 3 clusters
  Score: Raw -891474.243092 + Penalty 2952.884037 = -888521.359055
  nChanged 25
		SP:Iteration 27Q (8592.470000 sec): 3 clusters
  Score: Raw -891478.569255 + Penalty 2952.884037 = -888525.685218
  nChanged 21
		SP:Iteration 28Q (8592.490000 sec): 3 clusters
  Score: Raw -891481.339459 + Penalty 2952.884037 = -888528.455422
  nChanged 13
		SP:Iteration 29Q (8592.510000 sec): 3 clusters
  Score: Raw -891482.861854 + Penalty 2952.884037 = -888529.977817
  nChanged 13
		SP:Iteration 30Q (8592.530000 sec): 3 clusters
  Score: Raw -891483.952405 + Penalty 2952.884037 = -888531.068368
  nChanged 6
		SP:Iteration 31Q (8592.560000 sec): 3 clusters
  Score: Raw -891484.633226 + Penalty 2952.884037 = -888531.749189
  nChanged 5
		SP:Iteration 32Q (8592.580000 sec): 3 clusters
  Score: Raw -891485.538762 + Penalty 2952.884037 = -888532.654725
  nChanged 9
		SP:Iteration 33Q (8592.600000 sec): 3 clusters
  Score: Raw -891486.296260 + Penalty 2952.884037 = -888533.412223
  nChanged 7
		SP:Iteration 34Q (8592.620000 sec): 3 clusters
  Score: Raw -891487.258379 + Penalty 2952.884037 = -888534.374342
  nChanged 5
		SP:Iteration 35Q (8592.640000 sec): 3 clusters
  Score: Raw -891487.742615 + Penalty 2952.884037 = -888534.858578
  nChanged 3
		SP:Iteration 36Q (8592.660000 sec): 3 clusters
  Score: Raw -891488.203517 + Penalty 2952.884037 = -888535.319480
  nChanged 5
		SP:Iteration 37Q (8592.680000 sec): 3 clusters
  Score: Raw -891488.713688 + Penalty 2952.884037 = -888535.829651
  nChanged 1
		SP:Iteration 38Q (8592.700000 sec): 3 clusters
  Score: Raw -891488.846879 + Penalty 2952.884037 = -888535.962842
  nChanged 1
		SP:Iteration 39Q (8592.720000 sec): 3 clusters
  Score: Raw -891488.969200 + Penalty 2952.884037 = -888536.085163
  nChanged 3
		SP:Iteration 40F (8592.740000 sec): 3 clusters
  Score: Raw -891489.247166 + Penalty 2952.884037 = -888536.363129
  nChanged 1
		SP:Iteration 41Q (8592.770000 sec): 3 clusters
  Score: Raw -891489.448467 + Penalty 2952.884037 = -888536.564430
  nChanged 2
		SP:Iteration 42Q (8592.790000 sec): 3 clusters
  Score: Raw -891489.858406 + Penalty 2952.884037 = -888536.974369
  nChanged 2
		SP:Iteration 43Q (8592.810000 sec): 3 clusters
  Score: Raw -891490.255728 + Penalty 2952.884037 = -888537.371691
  nChanged 4
		SP:Iteration 44Q (8592.830000 sec): 3 clusters
  Score: Raw -891490.671610 + Penalty 2952.884037 = -888537.787573
  nChanged 3
		SP:Iteration 45Q (8592.850000 sec): 3 clusters
  Score: Raw -891490.902067 + Penalty 2952.884037 = -888538.018030
  nChanged 3
		SP:Iteration 46Q (8592.870000 sec): 3 clusters
  Score: Raw -891491.507961 + Penalty 2952.884037 = -888538.623924
  nChanged 2
		SP:Iteration 47Q (8592.890000 sec): 3 clusters
  Score: Raw -891491.673668 + Penalty 2952.884037 = -888538.789631
  nChanged 2
		SP:Iteration 48Q (8592.920000 sec): 3 clusters
  Score: Raw -891491.804531 + Penalty 2952.884037 = -888538.920494
  nChanged 1
		SP:Iteration 49Q (8592.940000 sec): 3 clusters
  Score: Raw -891491.896906 + Penalty 2952.884037 = -888539.012869
  nChanged 2
		SP:Iteration 50Q (8592.960000 sec): 3 clusters
  Score: Raw -891492.057703 + Penalty 2952.884037 = -888539.173666
  nChanged 1
		SP:Iteration 51Q (8592.980000 sec): 3 clusters
  Score: Raw -891492.125071 + Penalty 2952.884037 = -888539.241034
  nChanged 3
		SP:Iteration 52Q (8593.000000 sec): 3 clusters
  Score: Raw -891492.477012 + Penalty 2952.884037 = -888539.592975
  nChanged 6
		SP:Iteration 53Q (8593.020000 sec): 3 clusters
  Score: Raw -891492.988082 + Penalty 2952.884037 = -888540.104045
  nChanged 2
		SP:Iteration 54Q (8593.040000 sec): 3 clusters
  Score: Raw -891493.160627 + Penalty 2952.884037 = -888540.276590
  nChanged 3
		SP:Iteration 55Q (8593.060000 sec): 3 clusters
  Score: Raw -891493.481363 + Penalty 2952.884037 = -888540.597326
  nChanged 5
		SP:Iteration 56Q (8593.080000 sec): 3 clusters
  Score: Raw -891493.747643 + Penalty 2952.884037 = -888540.863606
  nChanged 5
		SP:Iteration 57Q (8593.100000 sec): 3 clusters
  Score: Raw -891494.179633 + Penalty 2952.884037 = -888541.295596
  nChanged 4
		SP:Iteration 58Q (8593.120000 sec): 3 clusters
  Score: Raw -891494.612042 + Penalty 2952.884037 = -888541.728005
  nChanged 6
		SP:Iteration 59Q (8593.140000 sec): 3 clusters
  Score: Raw -891495.480469 + Penalty 2952.884037 = -888542.596432
  nChanged 8
		SP:Iteration 60F (8593.170000 sec): 3 clusters
  Score: Raw -891496.248946 + Penalty 2952.884037 = -888543.364909
  nChanged 8
		SP:Iteration 61Q (8593.190000 sec): 3 clusters
  Score: Raw -891497.058243 + Penalty 2952.884037 = -888544.174206
  nChanged 6
		SP:Iteration 62Q (8593.210000 sec): 3 clusters
  Score: Raw -891497.779985 + Penalty 2952.884037 = -888544.895948
  nChanged 9
		SP:Iteration 63Q (8593.230000 sec): 3 clusters
  Score: Raw -891498.696941 + Penalty 2952.884037 = -888545.812904
  nChanged 6
		SP:Iteration 64Q (8593.250000 sec): 3 clusters
  Score: Raw -891499.536829 + Penalty 2952.884037 = -888546.652792
  nChanged 4
		SP:Iteration 65Q (8593.270000 sec): 3 clusters
  Score: Raw -891499.817139 + Penalty 2952.884037 = -888546.933102
  nChanged 1
		SP:Iteration 66Q (8593.300000 sec): 3 clusters
  Score: Raw -891500.281092 + Penalty 2952.884037 = -888547.397055
  nChanged 6
		SP:Iteration 67Q (8593.320000 sec): 3 clusters
  Score: Raw -891501.364724 + Penalty 2952.884037 = -888548.480687
  nChanged 7
		SP:Iteration 68Q (8593.340000 sec): 3 clusters
  Score: Raw -891502.529783 + Penalty 2952.884037 = -888549.645746
  nChanged 8
		SP:Iteration 69Q (8593.360000 sec): 3 clusters
  Score: Raw -891503.658633 + Penalty 2952.884037 = -888550.774596
  nChanged 5
		SP:Iteration 70Q (8593.380000 sec): 3 clusters
  Score: Raw -891504.271161 + Penalty 2952.884037 = -888551.387124
  nChanged 5
		SP:Iteration 71Q (8593.400000 sec): 3 clusters
  Score: Raw -891504.910407 + Penalty 2952.884037 = -888552.026370
  nChanged 7
		SP:Iteration 72Q (8593.420000 sec): 3 clusters
  Score: Raw -891506.173655 + Penalty 2952.884037 = -888553.289618
  nChanged 7
		SP:Iteration 73Q (8593.440000 sec): 3 clusters
  Score: Raw -891506.943080 + Penalty 2952.884037 = -888554.059043
  nChanged 10
		SP:Iteration 74Q (8593.460000 sec): 3 clusters
  Score: Raw -891508.294764 + Penalty 2952.884037 = -888555.410727
  nChanged 8
		SP:Iteration 75Q (8593.480000 sec): 3 clusters
  Score: Raw -891509.170581 + Penalty 2952.884037 = -888556.286544
  nChanged 7
		SP:Iteration 76Q (8593.500000 sec): 3 clusters
  Score: Raw -891510.323797 + Penalty 2952.884037 = -888557.439760
  nChanged 12
		SP:Iteration 77Q (8593.520000 sec): 3 clusters
  Score: Raw -891511.980042 + Penalty 2952.884037 = -888559.096005
  nChanged 6
		SP:Iteration 78Q (8593.550000 sec): 3 clusters
  Score: Raw -891512.841181 + Penalty 2952.884037 = -888559.957144
  nChanged 11
		SP:Iteration 79Q (8593.570000 sec): 3 clusters
  Score: Raw -891514.177593 + Penalty 2952.884037 = -888561.293556
  nChanged 15
		SP:Iteration 80F (8593.590000 sec): 3 clusters
  Score: Raw -891516.193914 + Penalty 2952.884037 = -888563.309877
  nChanged 13
		SP:Iteration 81Q (8593.610000 sec): 3 clusters
  Score: Raw -891517.975975 + Penalty 2952.884037 = -888565.091938
  nChanged 14
		SP:Iteration 82Q (8593.630000 sec): 3 clusters
  Score: Raw -891519.677741 + Penalty 2952.884037 = -888566.793704
  nChanged 13
		SP:Iteration 83Q (8593.650000 sec): 3 clusters
  Score: Raw -891521.627301 + Penalty 2952.884037 = -888568.743264
  nChanged 11
		SP:Iteration 84Q (8593.680000 sec): 3 clusters
  Score: Raw -891523.438121 + Penalty 2952.884037 = -888570.554084
  nChanged 11
		SP:Iteration 85Q (8593.700000 sec): 3 clusters
  Score: Raw -891524.875759 + Penalty 2952.884037 = -888571.991722
  nChanged 14
		SP:Iteration 86Q (8593.720000 sec): 3 clusters
  Score: Raw -891527.129674 + Penalty 2952.884037 = -888574.245637
  nChanged 19
		SP:Iteration 87Q (8593.740000 sec): 3 clusters
  Score: Raw -891530.759790 + Penalty 2952.884037 = -888577.875753
  nChanged 24
		SP:Iteration 88Q (8593.760000 sec): 3 clusters
  Score: Raw -891534.347401 + Penalty 2952.884037 = -888581.463364
  nChanged 17
		SP:Iteration 89Q (8593.780000 sec): 3 clusters
  Score: Raw -891536.907052 + Penalty 2952.884037 = -888584.023015
  nChanged 12
		SP:Iteration 90Q (8593.800000 sec): 3 clusters
  Score: Raw -891538.547218 + Penalty 2952.884037 = -888585.663181
  nChanged 8
		SP:Iteration 91Q (8593.820000 sec): 3 clusters
  Score: Raw -891539.637700 + Penalty 2952.884037 = -888586.753663
  nChanged 8
		SP:Iteration 92Q (8593.840000 sec): 3 clusters
  Score: Raw -891540.685579 + Penalty 2952.884037 = -888587.801542
  nChanged 7
		SP:Iteration 93Q (8593.860000 sec): 3 clusters
  Score: Raw -891541.897203 + Penalty 2952.884037 = -888589.013166
  nChanged 10
		SP:Iteration 94Q (8593.880000 sec): 3 clusters
  Score: Raw -891542.554595 + Penalty 2952.884037 = -888589.670558
  nChanged 6
		SP:Iteration 95Q (8593.910000 sec): 3 clusters
  Score: Raw -891543.061537 + Penalty 2952.884037 = -888590.177500
  nChanged 7
		SP:Iteration 96Q (8593.930000 sec): 3 clusters
  Score: Raw -891543.646843 + Penalty 2952.884037 = -888590.762806
  nChanged 7
		SP:Iteration 97Q (8593.950000 sec): 3 clusters
  Score: Raw -891544.478394 + Penalty 2952.884037 = -888591.594357
  nChanged 5
		SP:Iteration 98Q (8593.970000 sec): 3 clusters
  Score: Raw -891545.209654 + Penalty 2952.884037 = -888592.325617
  nChanged 2
		SP:Iteration 99Q (8593.990000 sec): 3 clusters
  Score: Raw -891545.355759 + Penalty 2952.884037 = -888592.471722
  nChanged 1
		SP:Iteration 100F (8594.020000 sec): 3 clusters
  Score: Raw -891545.400927 + Penalty 2952.884037 = -888592.516890
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8594.030000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8594.030000 sec): 3 clusters
  Score: Raw -32799.490208 + Penalty 1897.262395 = -30902.227813
  nChanged 68
		SP:Iteration 1F (8594.030000 sec): 3 clusters
  Score: Raw -32931.044446 + Penalty 1897.262395 = -31033.782051
  nChanged 19
		SP:Iteration 2F (8594.030000 sec): 3 clusters
  Score: Raw -32976.676983 + Penalty 1897.262395 = -31079.414588
  nChanged 6
		SP:Iteration 3Q (8594.030000 sec): 3 clusters
  Score: Raw -32992.698086 + Penalty 1897.262395 = -31095.435691
  nChanged 5
		SP:Iteration 4Q (8594.030000 sec): 3 clusters
  Score: Raw -33006.668548 + Penalty 1897.262395 = -31109.406153
  nChanged 2
		SP:Iteration 5Q (8594.040000 sec): 3 clusters
  Score: Raw -33011.497049 + Penalty 1897.262395 = -31114.234654
  nChanged 1
		SP:Iteration 6Q (8594.040000 sec): 3 clusters
  Score: Raw -33015.024667 + Penalty 1897.262395 = -31117.762272
  nChanged 1
		SP:Iteration 7Q (8594.040000 sec): 3 clusters
  Score: Raw -33018.695599 + Penalty 1897.262395 = -31121.433204
  nChanged 2
		SP:Iteration 8Q (8594.040000 sec): 3 clusters
  Score: Raw -33022.984960 + Penalty 1897.262395 = -31125.722565
  nChanged 2
		SP:Iteration 9Q (8594.040000 sec): 3 clusters
  Score: Raw -33027.347676 + Penalty 1897.262395 = -31130.085281
  nChanged 2
		SP:Iteration 10Q (8594.040000 sec): 3 clusters
  Score: Raw -33035.063356 + Penalty 1897.262395 = -31137.800960
  nChanged 2
		SP:Iteration 11Q (8594.040000 sec): 3 clusters
  Score: Raw -33042.394658 + Penalty 1897.262395 = -31145.132263
  nChanged 2
		SP:Iteration 12Q (8594.040000 sec): 3 clusters
  Score: Raw -33053.017251 + Penalty 1897.262395 = -31155.754856
  nChanged 2
		SP:Iteration 13Q (8594.040000 sec): 3 clusters
  Score: Raw -33060.994414 + Penalty 1897.262395 = -31163.732018
  nChanged 2
		SP:Iteration 14Q (8594.040000 sec): 3 clusters
  Score: Raw -33065.818376 + Penalty 1897.262395 = -31168.555980
  nChanged 0
		SP:Iteration 15F (8594.040000 sec): 3 clusters
  Score: Raw -33065.818376 + Penalty 1897.262395 = -31168.555980
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8594.080000 sec): 2 clusters
  Score: Raw -1045675.341820 + Penalty 1502.975533 = -1044172.366288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8594.100000 sec): 3 clusters
  Score: Raw -1039729.739471 + Penalty 3005.951065 = -1036723.788406
  nChanged 4568
		SP:Iteration 1F (8594.130000 sec): 3 clusters
  Score: Raw -1042065.447786 + Penalty 3005.951065 = -1039059.496721
  nChanged 602
		SP:Iteration 2F (8594.160000 sec): 3 clusters
  Score: Raw -1042333.715709 + Penalty 3005.951065 = -1039327.764644
  nChanged 529
		SP:Iteration 3F (8594.180000 sec): 3 clusters
  Score: Raw -1042558.578175 + Penalty 3005.951065 = -1039552.627110
  nChanged 477
		SP:Iteration 4Q (8594.210000 sec): 3 clusters
  Score: Raw -1042761.118425 + Penalty 3005.951065 = -1039755.167360
  nChanged 495
		SP:Iteration 5Q (8594.230000 sec): 3 clusters
  Score: Raw -1042982.108908 + Penalty 3005.951065 = -1039976.157843
  nChanged 459
		SP:Iteration 6Q (8594.260000 sec): 3 clusters
  Score: Raw -1043202.906970 + Penalty 3005.951065 = -1040196.955905
  nChanged 462
		SP:Iteration 7Q (8594.280000 sec): 3 clusters
  Score: Raw -1043457.797828 + Penalty 3005.951065 = -1040451.846763
  nChanged 498
		SP:Iteration 8Q (8594.310000 sec): 3 clusters
  Score: Raw -1043740.033142 + Penalty 3005.951065 = -1040734.082077
  nChanged 483
		SP:Iteration 9Q (8594.340000 sec): 3 clusters
  Score: Raw -1044050.200699 + Penalty 3005.951065 = -1041044.249634
  nChanged 487
		SP:Iteration 10Q (8594.360000 sec): 3 clusters
  Score: Raw -1044399.050556 + Penalty 3005.951065 = -1041393.099491
  nChanged 445
		SP:Iteration 11Q (8594.390000 sec): 3 clusters
  Score: Raw -1044726.054171 + Penalty 3005.951065 = -1041720.103106
  nChanged 408
		SP:Iteration 12Q (8594.410000 sec): 3 clusters
  Score: Raw -1045018.644237 + Penalty 3005.951065 = -1042012.693172
  nChanged 321
		SP:Iteration 13Q (8594.440000 sec): 3 clusters
  Score: Raw -1045261.835372 + Penalty 3005.951065 = -1042255.884306
  nChanged 246
		SP:Iteration 14Q (8594.460000 sec): 3 clusters
  Score: Raw -1045432.626255 + Penalty 3005.951065 = -1042426.675190
  nChanged 184
		SP:Iteration 15Q (8594.480000 sec): 3 clusters
  Score: Raw -1045571.010767 + Penalty 3005.951065 = -1042565.059701
  nChanged 143
		SP:Iteration 16Q (8594.510000 sec): 3 clusters
  Score: Raw -1045673.964541 + Penalty 3005.951065 = -1042668.013476
  nChanged 95
		SP:Iteration 17Q (8594.530000 sec): 3 clusters
  Score: Raw -1045743.344305 + Penalty 3005.951065 = -1042737.393240
  nChanged 66
		SP:Iteration 18Q (8594.550000 sec): 3 clusters
  Score: Raw -1045798.411363 + Penalty 3005.951065 = -1042792.460298
  nChanged 47
		SP:Iteration 19Q (8594.570000 sec): 3 clusters
  Score: Raw -1045836.966796 + Penalty 3005.951065 = -1042831.015731
  nChanged 30
		SP:Iteration 20F (8594.600000 sec): 3 clusters
  Score: Raw -1045858.954540 + Penalty 3005.951065 = -1042853.003475
  nChanged 26
		SP:Iteration 21Q (8594.620000 sec): 3 clusters
  Score: Raw -1045877.537924 + Penalty 3005.951065 = -1042871.586859
  nChanged 15
		SP:Iteration 22Q (8594.640000 sec): 3 clusters
  Score: Raw -1045886.727082 + Penalty 3005.951065 = -1042880.776017
  nChanged 12
		SP:Iteration 23Q (8594.660000 sec): 3 clusters
  Score: Raw -1045900.188660 + Penalty 3005.951065 = -1042894.237595
  nChanged 10
		SP:Iteration 24Q (8594.680000 sec): 3 clusters
  Score: Raw -1045906.162481 + Penalty 3005.951065 = -1042900.211416
  nChanged 9
		SP:Iteration 25Q (8594.700000 sec): 3 clusters
  Score: Raw -1045910.597236 + Penalty 3005.951065 = -1042904.646171
  nChanged 9
		SP:Iteration 26Q (8594.720000 sec): 3 clusters
  Score: Raw -1045918.166289 + Penalty 3005.951065 = -1042912.215223
  nChanged 11
		SP:Iteration 27Q (8594.740000 sec): 3 clusters
  Score: Raw -1045925.836051 + Penalty 3005.951065 = -1042919.884985
  nChanged 4
		SP:Iteration 28Q (8594.760000 sec): 3 clusters
  Score: Raw -1045929.236925 + Penalty 3005.951065 = -1042923.285860
  nChanged 1
		SP:Iteration 29Q (8594.780000 sec): 3 clusters
  Score: Raw -1045929.696892 + Penalty 3005.951065 = -1042923.745827
  nChanged 1
		SP:Iteration 30Q (8594.800000 sec): 3 clusters
  Score: Raw -1045930.191243 + Penalty 3005.951065 = -1042924.240177
  nChanged 1
		SP:Iteration 31Q (8594.810000 sec): 3 clusters
  Score: Raw -1045930.379884 + Penalty 3005.951065 = -1042924.428819
  nChanged 0
		SP:Iteration 32F (8594.840000 sec): 3 clusters
  Score: Raw -1045930.379884 + Penalty 3005.951065 = -1042924.428819
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8594.950000 sec): 2 clusters
  Score: Raw -3538986.273379 + Penalty 1704.031131 = -3537282.242248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8595.050000 sec): 3 clusters
  Score: Raw -3516690.208216 + Penalty 3408.062263 = -3513282.145954
  nChanged 16617
		SP:Iteration 1F (8595.140000 sec): 3 clusters
  Score: Raw -3526058.900204 + Penalty 3408.062263 = -3522650.837941
  nChanged 1635
		SP:Iteration 2Q (8595.240000 sec): 3 clusters
  Score: Raw -3526639.435247 + Penalty 3408.062263 = -3523231.372984
  nChanged 1669
		SP:Iteration 3Q (8595.340000 sec): 3 clusters
  Score: Raw -3527299.251427 + Penalty 3408.062263 = -3523891.189164
  nChanged 1887
		SP:Iteration 4F (8595.430000 sec): 3 clusters
  Score: Raw -3528188.044126 + Penalty 3408.062263 = -3524779.981864
  nChanged 2107
		SP:Iteration 5F (8595.530000 sec): 3 clusters
  Score: Raw -3529363.239494 + Penalty 3408.062263 = -3525955.177232
  nChanged 2265
		SP:Iteration 6F (8595.620000 sec): 3 clusters
  Score: Raw -3530694.716380 + Penalty 3408.062263 = -3527286.654117
  nChanged 2169
		SP:Iteration 7F (8595.720000 sec): 3 clusters
  Score: Raw -3531920.060136 + Penalty 3408.062263 = -3528511.997874
  nChanged 1960
		SP:Iteration 8F (8595.810000 sec): 3 clusters
  Score: Raw -3532884.872533 + Penalty 3408.062263 = -3529476.810270
  nChanged 1607
		SP:Iteration 9Q (8595.910000 sec): 3 clusters
  Score: Raw -3533581.432172 + Penalty 3408.062263 = -3530173.369910
  nChanged 1302
		SP:Iteration 10Q (8596.010000 sec): 3 clusters
  Score: Raw -3534040.222136 + Penalty 3408.062263 = -3530632.159873
  nChanged 996
		SP:Iteration 11Q (8596.100000 sec): 3 clusters
  Score: Raw -3534316.611430 + Penalty 3408.062263 = -3530908.549167
  nChanged 784
		SP:Iteration 12Q (8596.200000 sec): 3 clusters
  Score: Raw -3534510.175354 + Penalty 3408.062263 = -3531102.113091
  nChanged 590
		SP:Iteration 13Q (8596.300000 sec): 3 clusters
  Score: Raw -3534634.473656 + Penalty 3408.062263 = -3531226.411393
  nChanged 471
		SP:Iteration 14Q (8596.400000 sec): 3 clusters
  Score: Raw -3534709.778115 + Penalty 3408.062263 = -3531301.715852
  nChanged 346
		SP:Iteration 15Q (8596.490000 sec): 3 clusters
  Score: Raw -3534755.090785 + Penalty 3408.062263 = -3531347.028522
  nChanged 260
		SP:Iteration 16Q (8596.590000 sec): 3 clusters
  Score: Raw -3534786.965652 + Penalty 3408.062263 = -3531378.903389
  nChanged 253
		SP:Iteration 17Q (8596.690000 sec): 3 clusters
  Score: Raw -3534818.569045 + Penalty 3408.062263 = -3531410.506782
  nChanged 245
		SP:Iteration 18Q (8596.780000 sec): 3 clusters
  Score: Raw -3534851.593457 + Penalty 3408.062263 = -3531443.531195
  nChanged 248
		SP:Iteration 19Q (8596.880000 sec): 3 clusters
  Score: Raw -3534885.121790 + Penalty 3408.062263 = -3531477.059527
  nChanged 227
		SP:Iteration 20F (8596.980000 sec): 3 clusters
  Score: Raw -3534912.414967 + Penalty 3408.062263 = -3531504.352704
  nChanged 202
		SP:Iteration 21Q (8597.080000 sec): 3 clusters
  Score: Raw -3534933.997088 + Penalty 3408.062263 = -3531525.934825
  nChanged 166
		SP:Iteration 22Q (8597.180000 sec): 3 clusters
  Score: Raw -3534947.784119 + Penalty 3408.062263 = -3531539.721857
  nChanged 137
		SP:Iteration 23Q (8597.270000 sec): 3 clusters
  Score: Raw -3534959.524474 + Penalty 3408.062263 = -3531551.462211
  nChanged 125
		SP:Iteration 24Q (8597.370000 sec): 3 clusters
  Score: Raw -3534970.327996 + Penalty 3408.062263 = -3531562.265733
  nChanged 129
		SP:Iteration 25Q (8597.470000 sec): 3 clusters
  Score: Raw -3534980.307351 + Penalty 3408.062263 = -3531572.245088
  nChanged 115
		SP:Iteration 26Q (8597.570000 sec): 3 clusters
  Score: Raw -3534988.952042 + Penalty 3408.062263 = -3531580.889779
  nChanged 82
		SP:Iteration 27Q (8597.660000 sec): 3 clusters
  Score: Raw -3534993.796222 + Penalty 3408.062263 = -3531585.733959
  nChanged 64
		SP:Iteration 28Q (8597.760000 sec): 3 clusters
  Score: Raw -3534997.212807 + Penalty 3408.062263 = -3531589.150544
  nChanged 57
		SP:Iteration 29Q (8597.860000 sec): 3 clusters
  Score: Raw -3535000.303860 + Penalty 3408.062263 = -3531592.241597
  nChanged 44
		SP:Iteration 30Q (8597.960000 sec): 3 clusters
  Score: Raw -3535002.471884 + Penalty 3408.062263 = -3531594.409621
  nChanged 58
		SP:Iteration 31Q (8598.050000 sec): 3 clusters
  Score: Raw -3535006.100851 + Penalty 3408.062263 = -3531598.038589
  nChanged 59
		SP:Iteration 32Q (8598.150000 sec): 3 clusters
  Score: Raw -3535009.406381 + Penalty 3408.062263 = -3531601.344118
  nChanged 55
		SP:Iteration 33Q (8598.250000 sec): 3 clusters
  Score: Raw -3535011.973090 + Penalty 3408.062263 = -3531603.910827
  nChanged 54
		SP:Iteration 34Q (8598.340000 sec): 3 clusters
  Score: Raw -3535014.290799 + Penalty 3408.062263 = -3531606.228536
  nChanged 45
		SP:Iteration 35Q (8598.440000 sec): 3 clusters
  Score: Raw -3535016.553964 + Penalty 3408.062263 = -3531608.491701
  nChanged 42
		SP:Iteration 36Q (8598.530000 sec): 3 clusters
  Score: Raw -3535018.646793 + Penalty 3408.062263 = -3531610.584530
  nChanged 42
		SP:Iteration 37Q (8598.620000 sec): 3 clusters
  Score: Raw -3535020.497109 + Penalty 3408.062263 = -3531612.434846
  nChanged 35
		SP:Iteration 38Q (8598.720000 sec): 3 clusters
  Score: Raw -3535022.021374 + Penalty 3408.062263 = -3531613.959112
  nChanged 44
		SP:Iteration 39Q (8598.820000 sec): 3 clusters
  Score: Raw -3535024.345240 + Penalty 3408.062263 = -3531616.282977
  nChanged 58
		SP:Iteration 40F (8598.910000 sec): 3 clusters
  Score: Raw -3535027.629858 + Penalty 3408.062263 = -3531619.567595
  nChanged 50
		SP:Iteration 41Q (8599.010000 sec): 3 clusters
  Score: Raw -3535030.096960 + Penalty 3408.062263 = -3531622.034698
  nChanged 34
		SP:Iteration 42Q (8599.110000 sec): 3 clusters
  Score: Raw -3535031.964525 + Penalty 3408.062263 = -3531623.902262
  nChanged 39
		SP:Iteration 43Q (8599.200000 sec): 3 clusters
  Score: Raw -3535033.845840 + Penalty 3408.062263 = -3531625.783577
  nChanged 43
		SP:Iteration 44Q (8599.300000 sec): 3 clusters
  Score: Raw -3535035.969632 + Penalty 3408.062263 = -3531627.907369
  nChanged 56
		SP:Iteration 45Q (8599.390000 sec): 3 clusters
  Score: Raw -3535038.983539 + Penalty 3408.062263 = -3531630.921276
  nChanged 58
		SP:Iteration 46Q (8599.490000 sec): 3 clusters
  Score: Raw -3535042.739397 + Penalty 3408.062263 = -3531634.677134
  nChanged 67
		SP:Iteration 47Q (8599.580000 sec): 3 clusters
  Score: Raw -3535046.497839 + Penalty 3408.062263 = -3531638.435576
  nChanged 60
		SP:Iteration 48Q (8599.670000 sec): 3 clusters
  Score: Raw -3535049.782971 + Penalty 3408.062263 = -3531641.720708
  nChanged 69
		SP:Iteration 49Q (8599.760000 sec): 3 clusters
  Score: Raw -3535053.448221 + Penalty 3408.062263 = -3531645.385959
  nChanged 58
		SP:Iteration 50Q (8599.860000 sec): 3 clusters
  Score: Raw -3535056.724565 + Penalty 3408.062263 = -3531648.662302
  nChanged 63
		SP:Iteration 51Q (8599.950000 sec): 3 clusters
  Score: Raw -3535060.501210 + Penalty 3408.062263 = -3531652.438947
  nChanged 58
		SP:Iteration 52Q (8600.040000 sec): 3 clusters
  Score: Raw -3535063.760253 + Penalty 3408.062263 = -3531655.697990
  nChanged 67
		SP:Iteration 53Q (8600.140000 sec): 3 clusters
  Score: Raw -3535067.593183 + Penalty 3408.062263 = -3531659.530920
  nChanged 85
		SP:Iteration 54Q (8600.230000 sec): 3 clusters
  Score: Raw -3535073.479223 + Penalty 3408.062263 = -3531665.416960
  nChanged 99
		SP:Iteration 55Q (8600.320000 sec): 3 clusters
  Score: Raw -3535081.575926 + Penalty 3408.062263 = -3531673.513663
  nChanged 111
		SP:Iteration 56Q (8600.420000 sec): 3 clusters
  Score: Raw -3535093.676212 + Penalty 3408.062263 = -3531685.613950
  nChanged 144
		SP:Iteration 57Q (8600.510000 sec): 3 clusters
  Score: Raw -3535113.699030 + Penalty 3408.062263 = -3531705.636767
  nChanged 181
		SP:Iteration 58Q (8600.600000 sec): 3 clusters
  Score: Raw -3535141.298180 + Penalty 3408.062263 = -3531733.235917
  nChanged 213
		SP:Iteration 59Q (8600.690000 sec): 3 clusters
  Score: Raw -3535177.497871 + Penalty 3408.062263 = -3531769.435609
  nChanged 245
		SP:Iteration 60F (8600.780000 sec): 3 clusters
  Score: Raw -3535221.764915 + Penalty 3408.062263 = -3531813.702652
  nChanged 277
		SP:Iteration 61Q (8600.880000 sec): 3 clusters
  Score: Raw -3535275.917573 + Penalty 3408.062263 = -3531867.855311
  nChanged 307
		SP:Iteration 62Q (8600.970000 sec): 3 clusters
  Score: Raw -3535344.267669 + Penalty 3408.062263 = -3531936.205406
  nChanged 364
		SP:Iteration 63Q (8601.060000 sec): 3 clusters
  Score: Raw -3535441.353755 + Penalty 3408.062263 = -3532033.291492
  nChanged 447
		SP:Iteration 64Q (8601.160000 sec): 3 clusters
  Score: Raw -3535578.901462 + Penalty 3408.062263 = -3532170.839199
  nChanged 506
		SP:Iteration 65Q (8601.240000 sec): 3 clusters
  Score: Raw -3535753.727806 + Penalty 3408.062263 = -3532345.665543
  nChanged 562
		SP:Iteration 66Q (8601.340000 sec): 3 clusters
  Score: Raw -3535961.130522 + Penalty 3408.062263 = -3532553.068259
  nChanged 582
		SP:Iteration 67Q (8601.430000 sec): 3 clusters
  Score: Raw -3536193.197670 + Penalty 3408.062263 = -3532785.135407
  nChanged 582
		SP:Iteration 68Q (8601.520000 sec): 3 clusters
  Score: Raw -3536421.563459 + Penalty 3408.062263 = -3533013.501196
  nChanged 572
		SP:Iteration 69Q (8601.610000 sec): 3 clusters
  Score: Raw -3536646.926606 + Penalty 3408.062263 = -3533238.864344
  nChanged 578
		SP:Iteration 70Q (8601.700000 sec): 3 clusters
  Score: Raw -3536884.386182 + Penalty 3408.062263 = -3533476.323919
  nChanged 568
		SP:Iteration 71Q (8601.780000 sec): 3 clusters
  Score: Raw -3537121.175038 + Penalty 3408.062263 = -3533713.112775
  nChanged 528
		SP:Iteration 72Q (8601.870000 sec): 3 clusters
  Score: Raw -3537341.589756 + Penalty 3408.062263 = -3533933.527493
  nChanged 521
		SP:Iteration 73Q (8601.950000 sec): 3 clusters
  Score: Raw -3537560.143627 + Penalty 3408.062263 = -3534152.081364
  nChanged 482
		SP:Iteration 74Q (8602.030000 sec): 3 clusters
  Score: Raw -3537765.846687 + Penalty 3408.062263 = -3534357.784424
  nChanged 442
		SP:Iteration 75Q (8602.110000 sec): 3 clusters
  Score: Raw -3537959.407709 + Penalty 3408.062263 = -3534551.345447
  nChanged 431
		SP:Iteration 76Q (8602.190000 sec): 3 clusters
  Score: Raw -3538149.246715 + Penalty 3408.062263 = -3534741.184452
  nChanged 366
		SP:Iteration 77Q (8602.270000 sec): 3 clusters
  Score: Raw -3538304.308291 + Penalty 3408.062263 = -3534896.246029
  nChanged 333
		SP:Iteration 78Q (8602.350000 sec): 3 clusters
  Score: Raw -3538441.488014 + Penalty 3408.062263 = -3535033.425751
  nChanged 283
		SP:Iteration 79Q (8602.420000 sec): 3 clusters
  Score: Raw -3538563.422975 + Penalty 3408.062263 = -3535155.360713
  nChanged 270
		SP:Iteration 80F (8602.520000 sec): 3 clusters
  Score: Raw -3538680.949665 + Penalty 3408.062263 = -3535272.887403
  nChanged 206
		SP:Iteration 81Q (8602.590000 sec): 3 clusters
  Score: Raw -3538774.993441 + Penalty 3408.062263 = -3535366.931178
  nChanged 185
		SP:Iteration 82Q (8602.660000 sec): 3 clusters
  Score: Raw -3538851.041948 + Penalty 3408.062263 = -3535442.979685
  nChanged 151
		SP:Iteration 83Q (8602.740000 sec): 3 clusters
  Score: Raw -3538911.357639 + Penalty 3408.062263 = -3535503.295376
  nChanged 123
		SP:Iteration 84Q (8602.810000 sec): 3 clusters
  Score: Raw -3538966.171620 + Penalty 3408.062263 = -3535558.109357
  nChanged 123
		SP:Iteration 85Q (8602.880000 sec): 3 clusters
  Score: Raw -3539033.237613 + Penalty 3408.062263 = -3535625.175350
  nChanged 114
		SP:Iteration 86Q (8602.950000 sec): 3 clusters
  Score: Raw -3539093.862470 + Penalty 3408.062263 = -3535685.800207
  nChanged 102
		SP:Iteration 87Q (8603.020000 sec): 3 clusters
  Score: Raw -3539143.209447 + Penalty 3408.062263 = -3535735.147184
  nChanged 93
		SP:Iteration 88Q (8603.090000 sec): 3 clusters
  Score: Raw -3539191.868868 + Penalty 3408.062263 = -3535783.806605
  nChanged 92
		SP:Iteration 89Q (8603.160000 sec): 3 clusters
  Score: Raw -3539233.370178 + Penalty 3408.062263 = -3535825.307916
  nChanged 70
		SP:Iteration 90Q (8603.230000 sec): 3 clusters
  Score: Raw -3539268.860255 + Penalty 3408.062263 = -3535860.797992
  nChanged 69
		SP:Iteration 91Q (8603.300000 sec): 3 clusters
  Score: Raw -3539304.534784 + Penalty 3408.062263 = -3535896.472521
  nChanged 61
		SP:Iteration 92Q (8603.360000 sec): 3 clusters
  Score: Raw -3539331.606647 + Penalty 3408.062263 = -3535923.544385
  nChanged 64
		SP:Iteration 93Q (8603.430000 sec): 3 clusters
  Score: Raw -3539361.761666 + Penalty 3408.062263 = -3535953.699403
  nChanged 58
		SP:Iteration 94Q (8603.500000 sec): 3 clusters
  Score: Raw -3539390.680788 + Penalty 3408.062263 = -3535982.618525
  nChanged 59
		SP:Iteration 95Q (8603.560000 sec): 3 clusters
  Score: Raw -3539420.772330 + Penalty 3408.062263 = -3536012.710067
  nChanged 58
		SP:Iteration 96Q (8603.630000 sec): 3 clusters
  Score: Raw -3539456.696015 + Penalty 3408.062263 = -3536048.633753
  nChanged 62
		SP:Iteration 97Q (8603.700000 sec): 3 clusters
  Score: Raw -3539483.734686 + Penalty 3408.062263 = -3536075.672423
  nChanged 48
		SP:Iteration 98Q (8603.760000 sec): 3 clusters
  Score: Raw -3539508.103460 + Penalty 3408.062263 = -3536100.041197
  nChanged 53
		SP:Iteration 99Q (8603.820000 sec): 3 clusters
  Score: Raw -3539532.386154 + Penalty 3408.062263 = -3536124.323891
  nChanged 36
		SP:Iteration 100F (8603.920000 sec): 3 clusters
  Score: Raw -3539551.286925 + Penalty 3408.062263 = -3536143.224663
  nChanged 38
		SP:Iteration 101Q (8603.980000 sec): 3 clusters
  Score: Raw -3539565.226058 + Penalty 3408.062263 = -3536157.163796
  nChanged 25
		SP:Iteration 102Q (8604.050000 sec): 3 clusters
  Score: Raw -3539574.708970 + Penalty 3408.062263 = -3536166.646707
  nChanged 21
		SP:Iteration 103Q (8604.110000 sec): 3 clusters
  Score: Raw -3539581.755448 + Penalty 3408.062263 = -3536173.693185
  nChanged 16
		SP:Iteration 104Q (8604.180000 sec): 3 clusters
  Score: Raw -3539585.641152 + Penalty 3408.062263 = -3536177.578889
  nChanged 9
		SP:Iteration 105Q (8604.240000 sec): 3 clusters
  Score: Raw -3539588.195699 + Penalty 3408.062263 = -3536180.133436
  nChanged 5
		SP:Iteration 106Q (8604.310000 sec): 3 clusters
  Score: Raw -3539589.601914 + Penalty 3408.062263 = -3536181.539652
  nChanged 5
		SP:Iteration 107Q (8604.380000 sec): 3 clusters
  Score: Raw -3539590.698673 + Penalty 3408.062263 = -3536182.636410
  nChanged 4
		SP:Iteration 108Q (8604.440000 sec): 3 clusters
  Score: Raw -3539591.685691 + Penalty 3408.062263 = -3536183.623428
  nChanged 4
		SP:Iteration 109Q (8604.510000 sec): 3 clusters
  Score: Raw -3539592.797060 + Penalty 3408.062263 = -3536184.734798
  nChanged 2
		SP:Iteration 110Q (8604.570000 sec): 3 clusters
  Score: Raw -3539593.383590 + Penalty 3408.062263 = -3536185.321327
  nChanged 2
		SP:Iteration 111Q (8604.640000 sec): 3 clusters
  Score: Raw -3539594.031096 + Penalty 3408.062263 = -3536185.968833
  nChanged 2
		SP:Iteration 112Q (8604.700000 sec): 3 clusters
  Score: Raw -3539594.517988 + Penalty 3408.062263 = -3536186.455725
  nChanged 0
		SP:Iteration 113F (8604.790000 sec): 3 clusters
  Score: Raw -3539594.517988 + Penalty 3408.062263 = -3536186.455725
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8605.100000 sec): 2 clusters
  Score: Raw -11186161.482281 + Penalty 1888.110188 = -11184273.372094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8605.390000 sec): 3 clusters
  Score: Raw -11113289.606287 + Penalty 3776.220375 = -11109513.385911
  nChanged 53517
		SP:Iteration 1F (8605.680000 sec): 3 clusters
  Score: Raw -11144537.498749 + Penalty 3776.220375 = -11140761.278374
  nChanged 3540
		SP:Iteration 2Q (8605.970000 sec): 3 clusters
  Score: Raw -11145493.134260 + Penalty 3776.220375 = -11141716.913885
  nChanged 4039
		SP:Iteration 3Q (8606.260000 sec): 3 clusters
  Score: Raw -11146826.214226 + Penalty 3776.220375 = -11143049.993851
  nChanged 4701
		SP:Iteration 4Q (8606.560000 sec): 3 clusters
  Score: Raw -11148761.067951 + Penalty 3776.220375 = -11144984.847575
  nChanged 5546
		SP:Iteration 5Q (8606.850000 sec): 3 clusters
  Score: Raw -11151697.123801 + Penalty 3776.220375 = -11147920.903426
  nChanged 6717
		SP:Iteration 6F (8607.130000 sec): 3 clusters
  Score: Raw -11156221.909406 + Penalty 3776.220375 = -11152445.689031
  nChanged 7632
		SP:Iteration 7F (8607.420000 sec): 3 clusters
  Score: Raw -11162308.533827 + Penalty 3776.220375 = -11158532.313452
  nChanged 7438
		SP:Iteration 8F (8607.700000 sec): 3 clusters
  Score: Raw -11168520.980814 + Penalty 3776.220375 = -11164744.760439
  nChanged 6372
		SP:Iteration 9F (8607.980000 sec): 3 clusters
  Score: Raw -11173331.812201 + Penalty 3776.220375 = -11169555.591826
  nChanged 4848
		SP:Iteration 10Q (8608.250000 sec): 3 clusters
  Score: Raw -11176337.949648 + Penalty 3776.220375 = -11172561.729273
  nChanged 3459
		SP:Iteration 11Q (8608.520000 sec): 3 clusters
  Score: Raw -11178245.678020 + Penalty 3776.220375 = -11174469.457645
  nChanged 2802
		SP:Iteration 12Q (8608.770000 sec): 3 clusters
  Score: Raw -11179709.586175 + Penalty 3776.220375 = -11175933.365800
  nChanged 2285
		SP:Iteration 13Q (8609.020000 sec): 3 clusters
  Score: Raw -11180875.168887 + Penalty 3776.220375 = -11177098.948511
  nChanged 2033
		SP:Iteration 14Q (8609.260000 sec): 3 clusters
  Score: Raw -11181912.947075 + Penalty 3776.220375 = -11178136.726700
  nChanged 1801
		SP:Iteration 15Q (8609.490000 sec): 3 clusters
  Score: Raw -11182846.199532 + Penalty 3776.220375 = -11179069.979157
  nChanged 1620
		SP:Iteration 16Q (8609.720000 sec): 3 clusters
  Score: Raw -11183733.963064 + Penalty 3776.220375 = -11179957.742689
  nChanged 1420
		SP:Iteration 17Q (8609.950000 sec): 3 clusters
  Score: Raw -11184510.926735 + Penalty 3776.220375 = -11180734.706360
  nChanged 1151
		SP:Iteration 18Q (8610.170000 sec): 3 clusters
  Score: Raw -11185131.192803 + Penalty 3776.220375 = -11181354.972428
  nChanged 906
		SP:Iteration 19Q (8610.390000 sec): 3 clusters
  Score: Raw -11185601.618450 + Penalty 3776.220375 = -11181825.398075
  nChanged 732
		SP:Iteration 20F (8610.670000 sec): 3 clusters
  Score: Raw -11185972.989183 + Penalty 3776.220375 = -11182196.768808
  nChanged 567
		SP:Iteration 21Q (8610.880000 sec): 3 clusters
  Score: Raw -11186221.394682 + Penalty 3776.220375 = -11182445.174307
  nChanged 391
		SP:Iteration 22Q (8611.090000 sec): 3 clusters
  Score: Raw -11186377.141176 + Penalty 3776.220375 = -11182600.920800
  nChanged 334
		SP:Iteration 23Q (8611.300000 sec): 3 clusters
  Score: Raw -11186500.066442 + Penalty 3776.220375 = -11182723.846066
  nChanged 238
		SP:Iteration 24Q (8611.500000 sec): 3 clusters
  Score: Raw -11186579.071313 + Penalty 3776.220375 = -11182802.850938
  nChanged 186
		SP:Iteration 25Q (8611.710000 sec): 3 clusters
  Score: Raw -11186632.959018 + Penalty 3776.220375 = -11182856.738643
  nChanged 125
		SP:Iteration 26Q (8611.910000 sec): 3 clusters
  Score: Raw -11186669.228408 + Penalty 3776.220375 = -11182893.008033
  nChanged 112
		SP:Iteration 27Q (8612.120000 sec): 3 clusters
  Score: Raw -11186702.124449 + Penalty 3776.220375 = -11182925.904074
  nChanged 88
		SP:Iteration 28Q (8612.320000 sec): 3 clusters
  Score: Raw -11186726.822307 + Penalty 3776.220375 = -11182950.601932
  nChanged 68
		SP:Iteration 29Q (8612.520000 sec): 3 clusters
  Score: Raw -11186743.749779 + Penalty 3776.220375 = -11182967.529404
  nChanged 56
		SP:Iteration 30Q (8612.730000 sec): 3 clusters
  Score: Raw -11186759.622781 + Penalty 3776.220375 = -11182983.402406
  nChanged 52
		SP:Iteration 31Q (8612.930000 sec): 3 clusters
  Score: Raw -11186771.952231 + Penalty 3776.220375 = -11182995.731855
  nChanged 31
		SP:Iteration 32Q (8613.140000 sec): 3 clusters
  Score: Raw -11186779.108797 + Penalty 3776.220375 = -11183002.888421
  nChanged 30
		SP:Iteration 33Q (8613.340000 sec): 3 clusters
  Score: Raw -11186784.737769 + Penalty 3776.220375 = -11183008.517393
  nChanged 24
		SP:Iteration 34Q (8613.540000 sec): 3 clusters
  Score: Raw -11186789.811112 + Penalty 3776.220375 = -11183013.590736
  nChanged 22
		SP:Iteration 35Q (8613.740000 sec): 3 clusters
  Score: Raw -11186794.742389 + Penalty 3776.220375 = -11183018.522013
  nChanged 14
		SP:Iteration 36Q (8613.940000 sec): 3 clusters
  Score: Raw -11186797.056919 + Penalty 3776.220375 = -11183020.836544
  nChanged 3
		SP:Iteration 37Q (8614.140000 sec): 3 clusters
  Score: Raw -11186797.637409 + Penalty 3776.220375 = -11183021.417034
  nChanged 2
		SP:Iteration 38Q (8614.350000 sec): 3 clusters
  Score: Raw -11186797.840833 + Penalty 3776.220375 = -11183021.620458
  nChanged 1
		SP:Iteration 39Q (8614.550000 sec): 3 clusters
  Score: Raw -11186797.939040 + Penalty 3776.220375 = -11183021.718665
  nChanged 2
		SP:Iteration 40F (8614.830000 sec): 3 clusters
  Score: Raw -11186798.187984 + Penalty 3776.220375 = -11183021.967609
  nChanged 1
		SP:Iteration 41Q (8615.030000 sec): 3 clusters
  Score: Raw -11186798.332069 + Penalty 3776.220375 = -11183022.111694
  nChanged 0
		SP:Iteration 42F (8615.300000 sec): 3 clusters
  Score: Raw -11186798.332069 + Penalty 3776.220375 = -11183022.111694
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8615.380000 sec): 2 clusters
  Score: Raw -473385.987754 + Penalty 1386.174860 = -471999.812894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8615.390000 sec): 3 clusters
  Score: Raw -470749.116565 + Penalty 2772.349720 = -467976.766845
  nChanged 2094
		SP:Iteration 1F (8615.400000 sec): 3 clusters
  Score: Raw -471931.358160 + Penalty 2772.349720 = -469159.008440
  nChanged 415
		SP:Iteration 2F (8615.420000 sec): 3 clusters
  Score: Raw -472221.740203 + Penalty 2772.349720 = -469449.390484
  nChanged 357
		SP:Iteration 3F (8615.420000 sec): 3 clusters
  Score: Raw -472507.005456 + Penalty 2772.349720 = -469734.655736
  nChanged 322
		SP:Iteration 4F (8615.440000 sec): 3 clusters
  Score: Raw -472764.139491 + Penalty 2772.349720 = -469991.789771
  nChanged 280
		SP:Iteration 5F (8615.450000 sec): 3 clusters
  Score: Raw -472961.573474 + Penalty 2772.349720 = -470189.223754
  nChanged 238
		SP:Iteration 6Q (8615.460000 sec): 3 clusters
  Score: Raw -473116.530953 + Penalty 2772.349720 = -470344.181233
  nChanged 187
		SP:Iteration 7Q (8615.470000 sec): 3 clusters
  Score: Raw -473240.879526 + Penalty 2772.349720 = -470468.529807
  nChanged 178
		SP:Iteration 8Q (8615.480000 sec): 3 clusters
  Score: Raw -473364.522324 + Penalty 2772.349720 = -470592.172604
  nChanged 147
		SP:Iteration 9Q (8615.500000 sec): 3 clusters
  Score: Raw -473453.255310 + Penalty 2772.349720 = -470680.905590
  nChanged 116
		SP:Iteration 10Q (8615.510000 sec): 3 clusters
  Score: Raw -473519.032526 + Penalty 2772.349720 = -470746.682806
  nChanged 119
		SP:Iteration 11Q (8615.520000 sec): 3 clusters
  Score: Raw -473578.119784 + Penalty 2772.349720 = -470805.770064
  nChanged 94
		SP:Iteration 12Q (8615.530000 sec): 3 clusters
  Score: Raw -473626.051205 + Penalty 2772.349720 = -470853.701486
  nChanged 80
		SP:Iteration 13Q (8615.540000 sec): 3 clusters
  Score: Raw -473662.987629 + Penalty 2772.349720 = -470890.637909
  nChanged 83
		SP:Iteration 14Q (8615.550000 sec): 3 clusters
  Score: Raw -473706.718953 + Penalty 2772.349720 = -470934.369233
  nChanged 84
		SP:Iteration 15Q (8615.560000 sec): 3 clusters
  Score: Raw -473743.062842 + Penalty 2772.349720 = -470970.713122
  nChanged 62
		SP:Iteration 16Q (8615.580000 sec): 3 clusters
  Score: Raw -473770.173427 + Penalty 2772.349720 = -470997.823707
  nChanged 55
		SP:Iteration 17Q (8615.580000 sec): 3 clusters
  Score: Raw -473790.451560 + Penalty 2772.349720 = -471018.101840
  nChanged 52
		SP:Iteration 18Q (8615.600000 sec): 3 clusters
  Score: Raw -473814.292286 + Penalty 2772.349720 = -471041.942566
  nChanged 58
		SP:Iteration 19Q (8615.610000 sec): 3 clusters
  Score: Raw -473844.005529 + Penalty 2772.349720 = -471071.655809
  nChanged 60
		SP:Iteration 20F (8615.620000 sec): 3 clusters
  Score: Raw -473874.741555 + Penalty 2772.349720 = -471102.391835
  nChanged 62
		SP:Iteration 21Q (8615.630000 sec): 3 clusters
  Score: Raw -473901.620757 + Penalty 2772.349720 = -471129.271037
  nChanged 64
		SP:Iteration 22Q (8615.640000 sec): 3 clusters
  Score: Raw -473935.092073 + Penalty 2772.349720 = -471162.742353
  nChanged 79
		SP:Iteration 23Q (8615.650000 sec): 3 clusters
  Score: Raw -473980.845414 + Penalty 2772.349720 = -471208.495694
  nChanged 72
		SP:Iteration 24Q (8615.660000 sec): 3 clusters
  Score: Raw -474033.444487 + Penalty 2772.349720 = -471261.094767
  nChanged 81
		SP:Iteration 25Q (8615.670000 sec): 3 clusters
  Score: Raw -474108.317766 + Penalty 2772.349720 = -471335.968046
  nChanged 86
		SP:Iteration 26Q (8615.680000 sec): 3 clusters
  Score: Raw -474170.699832 + Penalty 2772.349720 = -471398.350112
  nChanged 82
		SP:Iteration 27Q (8615.700000 sec): 3 clusters
  Score: Raw -474236.572892 + Penalty 2772.349720 = -471464.223172
  nChanged 75
		SP:Iteration 28Q (8615.700000 sec): 3 clusters
  Score: Raw -474299.965428 + Penalty 2772.349720 = -471527.615708
  nChanged 61
		SP:Iteration 29Q (8615.720000 sec): 3 clusters
  Score: Raw -474353.786892 + Penalty 2772.349720 = -471581.437172
  nChanged 54
		SP:Iteration 30Q (8615.720000 sec): 3 clusters
  Score: Raw -474394.249815 + Penalty 2772.349720 = -471621.900095
  nChanged 45
		SP:Iteration 31Q (8615.740000 sec): 3 clusters
  Score: Raw -474431.156710 + Penalty 2772.349720 = -471658.806990
  nChanged 39
		SP:Iteration 32Q (8615.740000 sec): 3 clusters
  Score: Raw -474456.765305 + Penalty 2772.349720 = -471684.415585
  nChanged 34
		SP:Iteration 33Q (8615.760000 sec): 3 clusters
  Score: Raw -474482.134302 + Penalty 2772.349720 = -471709.784583
  nChanged 27
		SP:Iteration 34Q (8615.760000 sec): 3 clusters
  Score: Raw -474503.598144 + Penalty 2772.349720 = -471731.248424
  nChanged 31
		SP:Iteration 35Q (8615.770000 sec): 3 clusters
  Score: Raw -474532.427725 + Penalty 2772.349720 = -471760.078005
  nChanged 23
		SP:Iteration 36Q (8615.780000 sec): 3 clusters
  Score: Raw -474552.541746 + Penalty 2772.349720 = -471780.192026
  nChanged 24
		SP:Iteration 37Q (8615.790000 sec): 3 clusters
  Score: Raw -474569.015951 + Penalty 2772.349720 = -471796.666231
  nChanged 23
		SP:Iteration 38Q (8615.800000 sec): 3 clusters
  Score: Raw -474586.149643 + Penalty 2772.349720 = -471813.799923
  nChanged 17
		SP:Iteration 39Q (8615.810000 sec): 3 clusters
  Score: Raw -474595.997147 + Penalty 2772.349720 = -471823.647428
  nChanged 17
		SP:Iteration 40F (8615.820000 sec): 3 clusters
  Score: Raw -474603.116996 + Penalty 2772.349720 = -471830.767276
  nChanged 13
		SP:Iteration 41Q (8615.830000 sec): 3 clusters
  Score: Raw -474608.681878 + Penalty 2772.349720 = -471836.332158
  nChanged 9
		SP:Iteration 42Q (8615.840000 sec): 3 clusters
  Score: Raw -474611.920750 + Penalty 2772.349720 = -471839.571030
  nChanged 6
		SP:Iteration 43Q (8615.850000 sec): 3 clusters
  Score: Raw -474613.735749 + Penalty 2772.349720 = -471841.386029
  nChanged 3
		SP:Iteration 44Q (8615.860000 sec): 3 clusters
  Score: Raw -474614.947982 + Penalty 2772.349720 = -471842.598262
  nChanged 1
		SP:Iteration 45Q (8615.870000 sec): 3 clusters
  Score: Raw -474615.237323 + Penalty 2772.349720 = -471842.887603
  nChanged 0
		SP:Iteration 46F (8615.880000 sec): 3 clusters
  Score: Raw -474615.237323 + Penalty 2772.349720 = -471842.887603
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8615.890000 sec): 2 clusters
  Score: Raw -281049.189656 + Penalty 1280.569281 = -279768.620375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8615.900000 sec): 3 clusters
  Score: Raw -279836.199166 + Penalty 2561.138562 = -277275.060604
  nChanged 971
		SP:Iteration 1F (8615.900000 sec): 3 clusters
  Score: Raw -280426.364127 + Penalty 2561.138562 = -277865.225565
  nChanged 195
		SP:Iteration 2F (8615.910000 sec): 3 clusters
  Score: Raw -280548.239819 + Penalty 2561.138562 = -277987.101257
  nChanged 131
		SP:Iteration 3Q (8615.920000 sec): 3 clusters
  Score: Raw -280622.184164 + Penalty 2561.138562 = -278061.045602
  nChanged 93
		SP:Iteration 4Q (8615.920000 sec): 3 clusters
  Score: Raw -280676.659166 + Penalty 2561.138562 = -278115.520604
  nChanged 70
		SP:Iteration 5Q (8615.930000 sec): 3 clusters
  Score: Raw -280712.704969 + Penalty 2561.138562 = -278151.566407
  nChanged 59
		SP:Iteration 6Q (8615.940000 sec): 3 clusters
  Score: Raw -280742.754669 + Penalty 2561.138562 = -278181.616107
  nChanged 53
		SP:Iteration 7Q (8615.940000 sec): 3 clusters
  Score: Raw -280768.807704 + Penalty 2561.138562 = -278207.669142
  nChanged 34
		SP:Iteration 8Q (8615.950000 sec): 3 clusters
  Score: Raw -280784.651721 + Penalty 2561.138562 = -278223.513159
  nChanged 35
		SP:Iteration 9Q (8615.960000 sec): 3 clusters
  Score: Raw -280802.433181 + Penalty 2561.138562 = -278241.294619
  nChanged 31
		SP:Iteration 10Q (8615.960000 sec): 3 clusters
  Score: Raw -280818.598513 + Penalty 2561.138562 = -278257.459951
  nChanged 36
		SP:Iteration 11Q (8615.970000 sec): 3 clusters
  Score: Raw -280835.464588 + Penalty 2561.138562 = -278274.326027
  nChanged 31
		SP:Iteration 12Q (8615.970000 sec): 3 clusters
  Score: Raw -280847.433834 + Penalty 2561.138562 = -278286.295273
  nChanged 20
		SP:Iteration 13Q (8615.980000 sec): 3 clusters
  Score: Raw -280856.025178 + Penalty 2561.138562 = -278294.886616
  nChanged 15
		SP:Iteration 14Q (8615.980000 sec): 3 clusters
  Score: Raw -280862.762433 + Penalty 2561.138562 = -278301.623871
  nChanged 20
		SP:Iteration 15Q (8615.990000 sec): 3 clusters
  Score: Raw -280874.295546 + Penalty 2561.138562 = -278313.156984
  nChanged 18
		SP:Iteration 16Q (8616.000000 sec): 3 clusters
  Score: Raw -280884.243238 + Penalty 2561.138562 = -278323.104677
  nChanged 24
		SP:Iteration 17Q (8616.000000 sec): 3 clusters
  Score: Raw -280897.815770 + Penalty 2561.138562 = -278336.677208
  nChanged 20
		SP:Iteration 18Q (8616.010000 sec): 3 clusters
  Score: Raw -280908.737190 + Penalty 2561.138562 = -278347.598628
  nChanged 19
		SP:Iteration 19Q (8616.020000 sec): 3 clusters
  Score: Raw -280920.016545 + Penalty 2561.138562 = -278358.877983
  nChanged 23
		SP:Iteration 20F (8616.020000 sec): 3 clusters
  Score: Raw -280931.770291 + Penalty 2561.138562 = -278370.631730
  nChanged 20
		SP:Iteration 21Q (8616.030000 sec): 3 clusters
  Score: Raw -280942.428174 + Penalty 2561.138562 = -278381.289612
  nChanged 22
		SP:Iteration 22Q (8616.030000 sec): 3 clusters
  Score: Raw -280954.318486 + Penalty 2561.138562 = -278393.179924
  nChanged 24
		SP:Iteration 23Q (8616.040000 sec): 3 clusters
  Score: Raw -280968.501163 + Penalty 2561.138562 = -278407.362601
  nChanged 29
		SP:Iteration 24Q (8616.040000 sec): 3 clusters
  Score: Raw -280986.572260 + Penalty 2561.138562 = -278425.433698
  nChanged 36
		SP:Iteration 25Q (8616.050000 sec): 3 clusters
  Score: Raw -281009.621359 + Penalty 2561.138562 = -278448.482798
  nChanged 30
		SP:Iteration 26Q (8616.060000 sec): 3 clusters
  Score: Raw -281028.897190 + Penalty 2561.138562 = -278467.758628
  nChanged 27
		SP:Iteration 27Q (8616.060000 sec): 3 clusters
  Score: Raw -281045.363465 + Penalty 2561.138562 = -278484.224903
  nChanged 21
		SP:Iteration 28Q (8616.070000 sec): 3 clusters
  Score: Raw -281056.594545 + Penalty 2561.138562 = -278495.455983
  nChanged 20
		SP:Iteration 29Q (8616.080000 sec): 3 clusters
  Score: Raw -281067.003085 + Penalty 2561.138562 = -278505.864523
  nChanged 18
		SP:Iteration 30Q (8616.080000 sec): 3 clusters
  Score: Raw -281079.081113 + Penalty 2561.138562 = -278517.942551
  nChanged 24
		SP:Iteration 31Q (8616.090000 sec): 3 clusters
  Score: Raw -281094.366251 + Penalty 2561.138562 = -278533.227689
  nChanged 18
		SP:Iteration 32Q (8616.090000 sec): 3 clusters
  Score: Raw -281106.497715 + Penalty 2561.138562 = -278545.359153
  nChanged 20
		SP:Iteration 33Q (8616.100000 sec): 3 clusters
  Score: Raw -281121.883980 + Penalty 2561.138562 = -278560.745418
  nChanged 22
		SP:Iteration 34Q (8616.100000 sec): 3 clusters
  Score: Raw -281137.503094 + Penalty 2561.138562 = -278576.364532
  nChanged 16
		SP:Iteration 35Q (8616.110000 sec): 3 clusters
  Score: Raw -281147.448358 + Penalty 2561.138562 = -278586.309796
  nChanged 7
		SP:Iteration 36Q (8616.120000 sec): 3 clusters
  Score: Raw -281152.001717 + Penalty 2561.138562 = -278590.863156
  nChanged 9
		SP:Iteration 37Q (8616.120000 sec): 3 clusters
  Score: Raw -281158.700193 + Penalty 2561.138562 = -278597.561631
  nChanged 6
		SP:Iteration 38Q (8616.130000 sec): 3 clusters
  Score: Raw -281161.739213 + Penalty 2561.138562 = -278600.600651
  nChanged 7
		SP:Iteration 39Q (8616.130000 sec): 3 clusters
  Score: Raw -281168.803051 + Penalty 2561.138562 = -278607.664489
  nChanged 10
		SP:Iteration 40F (8616.140000 sec): 3 clusters
  Score: Raw -281177.105686 + Penalty 2561.138562 = -278615.967124
  nChanged 5
		SP:Iteration 41Q (8616.140000 sec): 3 clusters
  Score: Raw -281181.582565 + Penalty 2561.138562 = -278620.444004
  nChanged 5
		SP:Iteration 42Q (8616.150000 sec): 3 clusters
  Score: Raw -281184.140661 + Penalty 2561.138562 = -278623.002099
  nChanged 6
		SP:Iteration 43Q (8616.160000 sec): 3 clusters
  Score: Raw -281187.734012 + Penalty 2561.138562 = -278626.595450
  nChanged 4
		SP:Iteration 44Q (8616.160000 sec): 3 clusters
  Score: Raw -281191.115118 + Penalty 2561.138562 = -278629.976556
  nChanged 7
		SP:Iteration 45Q (8616.170000 sec): 3 clusters
  Score: Raw -281196.284812 + Penalty 2561.138562 = -278635.146250
  nChanged 5
		SP:Iteration 46Q (8616.170000 sec): 3 clusters
  Score: Raw -281199.380835 + Penalty 2561.138562 = -278638.242273
  nChanged 7
		SP:Iteration 47Q (8616.180000 sec): 3 clusters
  Score: Raw -281206.264562 + Penalty 2561.138562 = -278645.126000
  nChanged 7
		SP:Iteration 48Q (8616.180000 sec): 3 clusters
  Score: Raw -281211.763961 + Penalty 2561.138562 = -278650.625399
  nChanged 4
		SP:Iteration 49Q (8616.190000 sec): 3 clusters
  Score: Raw -281214.244390 + Penalty 2561.138562 = -278653.105828
  nChanged 1
		SP:Iteration 50Q (8616.190000 sec): 3 clusters
  Score: Raw -281215.786559 + Penalty 2561.138562 = -278654.647997
  nChanged 4
		SP:Iteration 51Q (8616.200000 sec): 3 clusters
  Score: Raw -281219.392772 + Penalty 2561.138562 = -278658.254210
  nChanged 4
		SP:Iteration 52Q (8616.200000 sec): 3 clusters
  Score: Raw -281221.981782 + Penalty 2561.138562 = -278660.843221
  nChanged 3
		SP:Iteration 53Q (8616.210000 sec): 3 clusters
  Score: Raw -281224.478237 + Penalty 2561.138562 = -278663.339675
  nChanged 6
		SP:Iteration 54Q (8616.220000 sec): 3 clusters
  Score: Raw -281230.788694 + Penalty 2561.138562 = -278669.650132
  nChanged 8
		SP:Iteration 55Q (8616.220000 sec): 3 clusters
  Score: Raw -281237.960330 + Penalty 2561.138562 = -278676.821768
  nChanged 6
		SP:Iteration 56Q (8616.230000 sec): 3 clusters
  Score: Raw -281241.730877 + Penalty 2561.138562 = -278680.592315
  nChanged 7
		SP:Iteration 57Q (8616.230000 sec): 3 clusters
  Score: Raw -281249.110412 + Penalty 2561.138562 = -278687.971850
  nChanged 4
		SP:Iteration 58Q (8616.240000 sec): 3 clusters
  Score: Raw -281253.090927 + Penalty 2561.138562 = -278691.952365
  nChanged 4
		SP:Iteration 59Q (8616.240000 sec): 3 clusters
  Score: Raw -281256.390967 + Penalty 2561.138562 = -278695.252405
  nChanged 2
		SP:Iteration 60F (8616.250000 sec): 3 clusters
  Score: Raw -281257.926001 + Penalty 2561.138562 = -278696.787439
  nChanged 2
		SP:Iteration 61Q (8616.260000 sec): 3 clusters
  Score: Raw -281259.366268 + Penalty 2561.138562 = -278698.227706
  nChanged 2
		SP:Iteration 62Q (8616.260000 sec): 3 clusters
  Score: Raw -281260.497467 + Penalty 2561.138562 = -278699.358905
  nChanged 1
		SP:Iteration 63Q (8616.260000 sec): 3 clusters
  Score: Raw -281261.127167 + Penalty 2561.138562 = -278699.988605
  nChanged 0
		SP:Iteration 64F (8616.270000 sec): 3 clusters
  Score: Raw -281261.127167 + Penalty 2561.138562 = -278699.988605
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8616.280000 sec): 2 clusters
  Score: Raw -77808.638248 + Penalty 1128.883599 = -76679.754650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8616.280000 sec): 3 clusters
  Score: Raw -77499.072756 + Penalty 2257.767197 = -75241.305558
  nChanged 333
		SP:Iteration 1F (8616.280000 sec): 3 clusters
  Score: Raw -77995.684576 + Penalty 2257.767197 = -75737.917379
  nChanged 132
		SP:Iteration 2F (8616.280000 sec): 3 clusters
  Score: Raw -78223.665455 + Penalty 2257.767197 = -75965.898258
  nChanged 91
		SP:Iteration 3F (8616.290000 sec): 3 clusters
  Score: Raw -78380.693964 + Penalty 2257.767197 = -76122.926766
  nChanged 52
		SP:Iteration 4Q (8616.290000 sec): 3 clusters
  Score: Raw -78482.981917 + Penalty 2257.767197 = -76225.214720
  nChanged 47
		SP:Iteration 5Q (8616.290000 sec): 3 clusters
  Score: Raw -78568.831272 + Penalty 2257.767197 = -76311.064074
  nChanged 29
		SP:Iteration 6Q (8616.300000 sec): 3 clusters
  Score: Raw -78627.870410 + Penalty 2257.767197 = -76370.103212
  nChanged 24
		SP:Iteration 7Q (8616.300000 sec): 3 clusters
  Score: Raw -78694.238729 + Penalty 2257.767197 = -76436.471532
  nChanged 19
		SP:Iteration 8Q (8616.300000 sec): 3 clusters
  Score: Raw -78735.646813 + Penalty 2257.767197 = -76477.879615
  nChanged 23
		SP:Iteration 9Q (8616.300000 sec): 3 clusters
  Score: Raw -78773.968547 + Penalty 2257.767197 = -76516.201349
  nChanged 16
		SP:Iteration 10Q (8616.300000 sec): 3 clusters
  Score: Raw -78808.246847 + Penalty 2257.767197 = -76550.479649
  nChanged 12
		SP:Iteration 11Q (8616.300000 sec): 3 clusters
  Score: Raw -78828.901938 + Penalty 2257.767197 = -76571.134741
  nChanged 9
		SP:Iteration 12Q (8616.300000 sec): 3 clusters
  Score: Raw -78841.116659 + Penalty 2257.767197 = -76583.349461
  nChanged 3
		SP:Iteration 13Q (8616.300000 sec): 3 clusters
  Score: Raw -78844.526288 + Penalty 2257.767197 = -76586.759091
  nChanged 3
		SP:Iteration 14Q (8616.310000 sec): 3 clusters
  Score: Raw -78849.762839 + Penalty 2257.767197 = -76591.995642
  nChanged 3
		SP:Iteration 15Q (8616.310000 sec): 3 clusters
  Score: Raw -78852.585143 + Penalty 2257.767197 = -76594.817946
  nChanged 3
		SP:Iteration 16Q (8616.310000 sec): 3 clusters
  Score: Raw -78853.769909 + Penalty 2257.767197 = -76596.002712
  nChanged 1
		SP:Iteration 17Q (8616.310000 sec): 3 clusters
  Score: Raw -78858.054436 + Penalty 2257.767197 = -76600.287239
  nChanged 0
		SP:Iteration 18F (8616.320000 sec): 3 clusters
  Score: Raw -78858.054436 + Penalty 2257.767197 = -76600.287239
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8616.330000 sec): 2 clusters
  Score: Raw -378114.031596 + Penalty 1350.482397 = -376763.549199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8616.340000 sec): 3 clusters
  Score: Raw -376072.380353 + Penalty 2700.964794 = -373371.415558
  nChanged 1569
		SP:Iteration 1F (8616.350000 sec): 3 clusters
  Score: Raw -377021.820943 + Penalty 2700.964794 = -374320.856149
  nChanged 340
		SP:Iteration 2F (8616.360000 sec): 3 clusters
  Score: Raw -377301.266945 + Penalty 2700.964794 = -374600.302150
  nChanged 298
		SP:Iteration 3F (8616.370000 sec): 3 clusters
  Score: Raw -377572.034843 + Penalty 2700.964794 = -374871.070048
  nChanged 303
		SP:Iteration 4F (8616.380000 sec): 3 clusters
  Score: Raw -377836.390444 + Penalty 2700.964794 = -375135.425650
  nChanged 246
		SP:Iteration 5F (8616.390000 sec): 3 clusters
  Score: Raw -378032.260414 + Penalty 2700.964794 = -375331.295619
  nChanged 195
		SP:Iteration 6Q (8616.400000 sec): 3 clusters
  Score: Raw -378180.898492 + Penalty 2700.964794 = -375479.933698
  nChanged 166
		SP:Iteration 7Q (8616.400000 sec): 3 clusters
  Score: Raw -378299.887213 + Penalty 2700.964794 = -375598.922419
  nChanged 119
		SP:Iteration 8Q (8616.420000 sec): 3 clusters
  Score: Raw -378375.620513 + Penalty 2700.964794 = -375674.655719
  nChanged 88
		SP:Iteration 9Q (8616.420000 sec): 3 clusters
  Score: Raw -378424.162727 + Penalty 2700.964794 = -375723.197932
  nChanged 69
		SP:Iteration 10Q (8616.430000 sec): 3 clusters
  Score: Raw -378467.543556 + Penalty 2700.964794 = -375766.578761
  nChanged 57
		SP:Iteration 11Q (8616.440000 sec): 3 clusters
  Score: Raw -378506.936228 + Penalty 2700.964794 = -375805.971434
  nChanged 49
		SP:Iteration 12Q (8616.450000 sec): 3 clusters
  Score: Raw -378532.395434 + Penalty 2700.964794 = -375831.430640
  nChanged 33
		SP:Iteration 13Q (8616.460000 sec): 3 clusters
  Score: Raw -378543.689283 + Penalty 2700.964794 = -375842.724488
  nChanged 18
		SP:Iteration 14Q (8616.470000 sec): 3 clusters
  Score: Raw -378550.397764 + Penalty 2700.964794 = -375849.432970
  nChanged 19
		SP:Iteration 15Q (8616.480000 sec): 3 clusters
  Score: Raw -378556.330494 + Penalty 2700.964794 = -375855.365700
  nChanged 8
		SP:Iteration 16Q (8616.490000 sec): 3 clusters
  Score: Raw -378558.508774 + Penalty 2700.964794 = -375857.543979
  nChanged 11
		SP:Iteration 17Q (8616.500000 sec): 3 clusters
  Score: Raw -378561.626776 + Penalty 2700.964794 = -375860.661982
  nChanged 4
		SP:Iteration 18Q (8616.500000 sec): 3 clusters
  Score: Raw -378562.427527 + Penalty 2700.964794 = -375861.462733
  nChanged 3
		SP:Iteration 19Q (8616.520000 sec): 3 clusters
  Score: Raw -378563.543544 + Penalty 2700.964794 = -375862.578750
  nChanged 4
		SP:Iteration 20F (8616.520000 sec): 3 clusters
  Score: Raw -378565.484958 + Penalty 2700.964794 = -375864.520164
  nChanged 8
		SP:Iteration 21Q (8616.530000 sec): 3 clusters
  Score: Raw -378569.139532 + Penalty 2700.964794 = -375868.174737
  nChanged 12
		SP:Iteration 22Q (8616.540000 sec): 3 clusters
  Score: Raw -378576.050060 + Penalty 2700.964794 = -375875.085265
  nChanged 13
		SP:Iteration 23Q (8616.550000 sec): 3 clusters
  Score: Raw -378582.318651 + Penalty 2700.964794 = -375881.353857
  nChanged 18
		SP:Iteration 24Q (8616.560000 sec): 3 clusters
  Score: Raw -378589.107818 + Penalty 2700.964794 = -375888.143023
  nChanged 10
		SP:Iteration 25Q (8616.570000 sec): 3 clusters
  Score: Raw -378592.785268 + Penalty 2700.964794 = -375891.820473
  nChanged 11
		SP:Iteration 26Q (8616.580000 sec): 3 clusters
  Score: Raw -378596.685240 + Penalty 2700.964794 = -375895.720446
  nChanged 11
		SP:Iteration 27Q (8616.590000 sec): 3 clusters
  Score: Raw -378601.035626 + Penalty 2700.964794 = -375900.070831
  nChanged 10
		SP:Iteration 28Q (8616.600000 sec): 3 clusters
  Score: Raw -378604.666426 + Penalty 2700.964794 = -375903.701631
  nChanged 10
		SP:Iteration 29Q (8616.600000 sec): 3 clusters
  Score: Raw -378608.324471 + Penalty 2700.964794 = -375907.359676
  nChanged 9
		SP:Iteration 30Q (8616.610000 sec): 3 clusters
  Score: Raw -378610.936084 + Penalty 2700.964794 = -375909.971290
  nChanged 6
		SP:Iteration 31Q (8616.620000 sec): 3 clusters
  Score: Raw -378612.498534 + Penalty 2700.964794 = -375911.533739
  nChanged 7
		SP:Iteration 32Q (8616.630000 sec): 3 clusters
  Score: Raw -378613.905005 + Penalty 2700.964794 = -375912.940210
  nChanged 1
		SP:Iteration 33Q (8616.640000 sec): 3 clusters
  Score: Raw -378614.033036 + Penalty 2700.964794 = -375913.068241
  nChanged 1
		SP:Iteration 34Q (8616.650000 sec): 3 clusters
  Score: Raw -378614.453818 + Penalty 2700.964794 = -375913.489023
  nChanged 1
		SP:Iteration 35Q (8616.660000 sec): 3 clusters
  Score: Raw -378614.783818 + Penalty 2700.964794 = -375913.819023
  nChanged 2
		SP:Iteration 36Q (8616.670000 sec): 3 clusters
  Score: Raw -378615.414710 + Penalty 2700.964794 = -375914.449916
  nChanged 2
		SP:Iteration 37Q (8616.680000 sec): 3 clusters
  Score: Raw -378615.698301 + Penalty 2700.964794 = -375914.733507
  nChanged 0
		SP:Iteration 38F (8616.680000 sec): 3 clusters
  Score: Raw -378615.698301 + Penalty 2700.964794 = -375914.733507
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (9179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8616.720000 sec): 2 clusters
  Score: Raw -865639.390645 + Penalty 1482.759451 = -864156.631194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8616.740000 sec): 3 clusters
  Score: Raw -860505.033189 + Penalty 2965.518902 = -857539.514287
  nChanged 3858
		SP:Iteration 1F (8616.760000 sec): 3 clusters
  Score: Raw -862686.346607 + Penalty 2965.518902 = -859720.827705
  nChanged 674
		SP:Iteration 2F (8616.780000 sec): 3 clusters
  Score: Raw -863089.900498 + Penalty 2965.518902 = -860124.381596
  nChanged 663
		SP:Iteration 3F (8616.800000 sec): 3 clusters
  Score: Raw -863495.306691 + Penalty 2965.518902 = -860529.787789
  nChanged 542
		SP:Iteration 4F (8616.820000 sec): 3 clusters
  Score: Raw -863859.798854 + Penalty 2965.518902 = -860894.279951
  nChanged 547
		SP:Iteration 5F (8616.840000 sec): 3 clusters
  Score: Raw -864291.914376 + Penalty 2965.518902 = -861326.395474
  nChanged 512
		SP:Iteration 6F (8616.870000 sec): 3 clusters
  Score: Raw -864698.963786 + Penalty 2965.518902 = -861733.444883
  nChanged 417
		SP:Iteration 7Q (8616.890000 sec): 3 clusters
  Score: Raw -865038.606889 + Penalty 2965.518902 = -862073.087986
  nChanged 369
		SP:Iteration 8Q (8616.910000 sec): 3 clusters
  Score: Raw -865311.767438 + Penalty 2965.518902 = -862346.248536
  nChanged 318
		SP:Iteration 9Q (8616.930000 sec): 3 clusters
  Score: Raw -865537.948850 + Penalty 2965.518902 = -862572.429948
  nChanged 252
		SP:Iteration 10Q (8616.950000 sec): 3 clusters
  Score: Raw -865719.051274 + Penalty 2965.518902 = -862753.532371
  nChanged 191
		SP:Iteration 11Q (8616.970000 sec): 3 clusters
  Score: Raw -865844.262167 + Penalty 2965.518902 = -862878.743264
  nChanged 141
		SP:Iteration 12Q (8616.990000 sec): 3 clusters
  Score: Raw -865941.073158 + Penalty 2965.518902 = -862975.554256
  nChanged 125
		SP:Iteration 13Q (8617.010000 sec): 3 clusters
  Score: Raw -866019.988750 + Penalty 2965.518902 = -863054.469847
  nChanged 108
		SP:Iteration 14Q (8617.030000 sec): 3 clusters
  Score: Raw -866071.322502 + Penalty 2965.518902 = -863105.803600
  nChanged 84
		SP:Iteration 15Q (8617.050000 sec): 3 clusters
  Score: Raw -866101.649642 + Penalty 2965.518902 = -863136.130740
  nChanged 64
		SP:Iteration 16Q (8617.070000 sec): 3 clusters
  Score: Raw -866122.231690 + Penalty 2965.518902 = -863156.712788
  nChanged 43
		SP:Iteration 17Q (8617.090000 sec): 3 clusters
  Score: Raw -866137.632573 + Penalty 2965.518902 = -863172.113671
  nChanged 29
		SP:Iteration 18Q (8617.110000 sec): 3 clusters
  Score: Raw -866148.992747 + Penalty 2965.518902 = -863183.473844
  nChanged 23
		SP:Iteration 19Q (8617.130000 sec): 3 clusters
  Score: Raw -866156.010703 + Penalty 2965.518902 = -863190.491801
  nChanged 27
		SP:Iteration 20F (8617.150000 sec): 3 clusters
  Score: Raw -866163.678598 + Penalty 2965.518902 = -863198.159696
  nChanged 26
		SP:Iteration 21Q (8617.170000 sec): 3 clusters
  Score: Raw -866171.136127 + Penalty 2965.518902 = -863205.617225
  nChanged 13
		SP:Iteration 22Q (8617.190000 sec): 3 clusters
  Score: Raw -866174.647202 + Penalty 2965.518902 = -863209.128300
  nChanged 12
		SP:Iteration 23Q (8617.200000 sec): 3 clusters
  Score: Raw -866177.135408 + Penalty 2965.518902 = -863211.616506
  nChanged 11
		SP:Iteration 24Q (8617.220000 sec): 3 clusters
  Score: Raw -866179.904350 + Penalty 2965.518902 = -863214.385448
  nChanged 7
		SP:Iteration 25Q (8617.240000 sec): 3 clusters
  Score: Raw -866181.233166 + Penalty 2965.518902 = -863215.714264
  nChanged 4
		SP:Iteration 26Q (8617.260000 sec): 3 clusters
  Score: Raw -866181.814343 + Penalty 2965.518902 = -863216.295441
  nChanged 6
		SP:Iteration 27Q (8617.270000 sec): 3 clusters
  Score: Raw -866182.997609 + Penalty 2965.518902 = -863217.478707
  nChanged 6
		SP:Iteration 28Q (8617.290000 sec): 3 clusters
  Score: Raw -866184.215927 + Penalty 2965.518902 = -863218.697025
  nChanged 8
		SP:Iteration 29Q (8617.310000 sec): 3 clusters
  Score: Raw -866185.887528 + Penalty 2965.518902 = -863220.368626
  nChanged 6
		SP:Iteration 30Q (8617.330000 sec): 3 clusters
  Score: Raw -866187.140754 + Penalty 2965.518902 = -863221.621852
  nChanged 10
		SP:Iteration 31Q (8617.350000 sec): 3 clusters
  Score: Raw -866190.199870 + Penalty 2965.518902 = -863224.680968
  nChanged 12
		SP:Iteration 32Q (8617.370000 sec): 3 clusters
  Score: Raw -866193.888770 + Penalty 2965.518902 = -863228.369868
  nChanged 11
		SP:Iteration 33Q (8617.390000 sec): 3 clusters
  Score: Raw -866196.625159 + Penalty 2965.518902 = -863231.106257
  nChanged 14
		SP:Iteration 34Q (8617.400000 sec): 3 clusters
  Score: Raw -866200.371486 + Penalty 2965.518902 = -863234.852584
  nChanged 17
		SP:Iteration 35Q (8617.420000 sec): 3 clusters
  Score: Raw -866206.216262 + Penalty 2965.518902 = -863240.697359
  nChanged 24
		SP:Iteration 36Q (8617.440000 sec): 3 clusters
  Score: Raw -866211.455552 + Penalty 2965.518902 = -863245.936650
  nChanged 17
		SP:Iteration 37Q (8617.460000 sec): 3 clusters
  Score: Raw -866216.391209 + Penalty 2965.518902 = -863250.872306
  nChanged 13
		SP:Iteration 38Q (8617.470000 sec): 3 clusters
  Score: Raw -866219.570678 + Penalty 2965.518902 = -863254.051776
  nChanged 8
		SP:Iteration 39Q (8617.490000 sec): 3 clusters
  Score: Raw -866222.112015 + Penalty 2965.518902 = -863256.593113
  nChanged 13
		SP:Iteration 40F (8617.510000 sec): 3 clusters
  Score: Raw -866224.929530 + Penalty 2965.518902 = -863259.410628
  nChanged 9
		SP:Iteration 41Q (8617.530000 sec): 3 clusters
  Score: Raw -866227.653954 + Penalty 2965.518902 = -863262.135052
  nChanged 17
		SP:Iteration 42Q (8617.550000 sec): 3 clusters
  Score: Raw -866232.204743 + Penalty 2965.518902 = -863266.685841
  nChanged 18
		SP:Iteration 43Q (8617.570000 sec): 3 clusters
  Score: Raw -866236.804941 + Penalty 2965.518902 = -863271.286039
  nChanged 13
		SP:Iteration 44Q (8617.590000 sec): 3 clusters
  Score: Raw -866239.933746 + Penalty 2965.518902 = -863274.414844
  nChanged 8
		SP:Iteration 45Q (8617.600000 sec): 3 clusters
  Score: Raw -866241.284266 + Penalty 2965.518902 = -863275.765364
  nChanged 3
		SP:Iteration 46Q (8617.620000 sec): 3 clusters
  Score: Raw -866241.777515 + Penalty 2965.518902 = -863276.258613
  nChanged 3
		SP:Iteration 47Q (8617.640000 sec): 3 clusters
  Score: Raw -866242.317521 + Penalty 2965.518902 = -863276.798619
  nChanged 2
		SP:Iteration 48Q (8617.660000 sec): 3 clusters
  Score: Raw -866242.703395 + Penalty 2965.518902 = -863277.184493
  nChanged 3
		SP:Iteration 49Q (8617.670000 sec): 3 clusters
  Score: Raw -866243.276589 + Penalty 2965.518902 = -863277.757687
  nChanged 4
		SP:Iteration 50Q (8617.690000 sec): 3 clusters
  Score: Raw -866243.869759 + Penalty 2965.518902 = -863278.350856
  nChanged 3
		SP:Iteration 51Q (8617.710000 sec): 3 clusters
  Score: Raw -866244.484466 + Penalty 2965.518902 = -863278.965564
  nChanged 5
		SP:Iteration 52Q (8617.730000 sec): 3 clusters
  Score: Raw -866245.413399 + Penalty 2965.518902 = -863279.894497
  nChanged 7
		SP:Iteration 53Q (8617.750000 sec): 3 clusters
  Score: Raw -866246.505825 + Penalty 2965.518902 = -863280.986923
  nChanged 7
		SP:Iteration 54Q (8617.770000 sec): 3 clusters
  Score: Raw -866248.390365 + Penalty 2965.518902 = -863282.871463
  nChanged 6
		SP:Iteration 55Q (8617.780000 sec): 3 clusters
  Score: Raw -866249.492637 + Penalty 2965.518902 = -863283.973735
  nChanged 5
		SP:Iteration 56Q (8617.800000 sec): 3 clusters
  Score: Raw -866249.997987 + Penalty 2965.518902 = -863284.479085
  nChanged 2
		SP:Iteration 57Q (8617.820000 sec): 3 clusters
  Score: Raw -866250.340569 + Penalty 2965.518902 = -863284.821666
  nChanged 4
		SP:Iteration 58Q (8617.840000 sec): 3 clusters
  Score: Raw -866250.950703 + Penalty 2965.518902 = -863285.431801
  nChanged 1
		SP:Iteration 59Q (8617.850000 sec): 3 clusters
  Score: Raw -866251.102523 + Penalty 2965.518902 = -863285.583621
  nChanged 1
		SP:Iteration 60F (8617.880000 sec): 3 clusters
  Score: Raw -866251.172872 + Penalty 2965.518902 = -863285.653970
  nChanged 1
		SP:Iteration 61Q (8617.890000 sec): 3 clusters
  Score: Raw -866251.377285 + Penalty 2965.518902 = -863285.858383
  nChanged 0
		SP:Iteration 62F (8617.920000 sec): 3 clusters
  Score: Raw -866251.377285 + Penalty 2965.518902 = -863285.858383
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8617.950000 sec): 2 clusters
  Score: Raw -975814.452274 + Penalty 1488.019825 = -974326.432449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8617.970000 sec): 3 clusters
  Score: Raw -970514.499751 + Penalty 2976.039649 = -967538.460102
  nChanged 4111
		SP:Iteration 1F (8617.990000 sec): 3 clusters
  Score: Raw -972788.519968 + Penalty 2976.039649 = -969812.480318
  nChanged 644
		SP:Iteration 2F (8618.010000 sec): 3 clusters
  Score: Raw -973113.842062 + Penalty 2976.039649 = -970137.802412
  nChanged 541
		SP:Iteration 3F (8618.030000 sec): 3 clusters
  Score: Raw -973388.194295 + Penalty 2976.039649 = -970412.154646
  nChanged 501
		SP:Iteration 4F (8618.060000 sec): 3 clusters
  Score: Raw -973648.122221 + Penalty 2976.039649 = -970672.082571
  nChanged 464
		SP:Iteration 5Q (8618.080000 sec): 3 clusters
  Score: Raw -973905.474793 + Penalty 2976.039649 = -970929.435144
  nChanged 446
		SP:Iteration 6Q (8618.100000 sec): 3 clusters
  Score: Raw -974139.465219 + Penalty 2976.039649 = -971163.425570
  nChanged 382
		SP:Iteration 7Q (8618.120000 sec): 3 clusters
  Score: Raw -974326.587117 + Penalty 2976.039649 = -971350.547468
  nChanged 321
		SP:Iteration 8Q (8618.150000 sec): 3 clusters
  Score: Raw -974484.680111 + Penalty 2976.039649 = -971508.640462
  nChanged 326
		SP:Iteration 9Q (8618.170000 sec): 3 clusters
  Score: Raw -974628.656093 + Penalty 2976.039649 = -971652.616444
  nChanged 285
		SP:Iteration 10Q (8618.190000 sec): 3 clusters
  Score: Raw -974761.423752 + Penalty 2976.039649 = -971785.384103
  nChanged 287
		SP:Iteration 11Q (8618.210000 sec): 3 clusters
  Score: Raw -974881.663784 + Penalty 2976.039649 = -971905.624134
  nChanged 253
		SP:Iteration 12Q (8618.230000 sec): 3 clusters
  Score: Raw -974978.769890 + Penalty 2976.039649 = -972002.730241
  nChanged 220
		SP:Iteration 13Q (8618.250000 sec): 3 clusters
  Score: Raw -975054.011348 + Penalty 2976.039649 = -972077.971699
  nChanged 193
		SP:Iteration 14Q (8618.280000 sec): 3 clusters
  Score: Raw -975107.724742 + Penalty 2976.039649 = -972131.685093
  nChanged 145
		SP:Iteration 15Q (8618.300000 sec): 3 clusters
  Score: Raw -975146.723292 + Penalty 2976.039649 = -972170.683643
  nChanged 116
		SP:Iteration 16Q (8618.320000 sec): 3 clusters
  Score: Raw -975177.615587 + Penalty 2976.039649 = -972201.575937
  nChanged 97
		SP:Iteration 17Q (8618.340000 sec): 3 clusters
  Score: Raw -975199.020875 + Penalty 2976.039649 = -972222.981225
  nChanged 82
		SP:Iteration 18Q (8618.360000 sec): 3 clusters
  Score: Raw -975218.351947 + Penalty 2976.039649 = -972242.312298
  nChanged 80
		SP:Iteration 19Q (8618.390000 sec): 3 clusters
  Score: Raw -975239.265489 + Penalty 2976.039649 = -972263.225840
  nChanged 87
		SP:Iteration 20F (8618.410000 sec): 3 clusters
  Score: Raw -975259.576541 + Penalty 2976.039649 = -972283.536891
  nChanged 79
		SP:Iteration 21Q (8618.430000 sec): 3 clusters
  Score: Raw -975276.587870 + Penalty 2976.039649 = -972300.548221
  nChanged 72
		SP:Iteration 22Q (8618.450000 sec): 3 clusters
  Score: Raw -975289.469332 + Penalty 2976.039649 = -972313.429683
  nChanged 54
		SP:Iteration 23Q (8618.470000 sec): 3 clusters
  Score: Raw -975298.851605 + Penalty 2976.039649 = -972322.811955
  nChanged 45
		SP:Iteration 24Q (8618.490000 sec): 3 clusters
  Score: Raw -975306.522921 + Penalty 2976.039649 = -972330.483272
  nChanged 33
		SP:Iteration 25Q (8618.510000 sec): 3 clusters
  Score: Raw -975312.992136 + Penalty 2976.039649 = -972336.952487
  nChanged 27
		SP:Iteration 26Q (8618.530000 sec): 3 clusters
  Score: Raw -975316.914023 + Penalty 2976.039649 = -972340.874374
  nChanged 21
		SP:Iteration 27Q (8618.560000 sec): 3 clusters
  Score: Raw -975319.952165 + Penalty 2976.039649 = -972343.912516
  nChanged 17
		SP:Iteration 28Q (8618.580000 sec): 3 clusters
  Score: Raw -975322.609072 + Penalty 2976.039649 = -972346.569422
  nChanged 19
		SP:Iteration 29Q (8618.600000 sec): 3 clusters
  Score: Raw -975324.824858 + Penalty 2976.039649 = -972348.785209
  nChanged 14
		SP:Iteration 30Q (8618.620000 sec): 3 clusters
  Score: Raw -975326.393087 + Penalty 2976.039649 = -972350.353438
  nChanged 9
		SP:Iteration 31Q (8618.640000 sec): 3 clusters
  Score: Raw -975327.576288 + Penalty 2976.039649 = -972351.536639
  nChanged 10
		SP:Iteration 32Q (8618.660000 sec): 3 clusters
  Score: Raw -975329.557647 + Penalty 2976.039649 = -972353.517998
  nChanged 15
		SP:Iteration 33Q (8618.690000 sec): 3 clusters
  Score: Raw -975333.430597 + Penalty 2976.039649 = -972357.390947
  nChanged 18
		SP:Iteration 34Q (8618.710000 sec): 3 clusters
  Score: Raw -975338.037513 + Penalty 2976.039649 = -972361.997863
  nChanged 26
		SP:Iteration 35Q (8618.730000 sec): 3 clusters
  Score: Raw -975341.719185 + Penalty 2976.039649 = -972365.679535
  nChanged 24
		SP:Iteration 36Q (8618.750000 sec): 3 clusters
  Score: Raw -975346.567276 + Penalty 2976.039649 = -972370.527626
  nChanged 28
		SP:Iteration 37Q (8618.770000 sec): 3 clusters
  Score: Raw -975353.563248 + Penalty 2976.039649 = -972377.523598
  nChanged 31
		SP:Iteration 38Q (8618.790000 sec): 3 clusters
  Score: Raw -975359.697513 + Penalty 2976.039649 = -972383.657864
  nChanged 24
		SP:Iteration 39Q (8618.810000 sec): 3 clusters
  Score: Raw -975363.981891 + Penalty 2976.039649 = -972387.942241
  nChanged 32
		SP:Iteration 40F (8618.830000 sec): 3 clusters
  Score: Raw -975369.727594 + Penalty 2976.039649 = -972393.687944
  nChanged 24
		SP:Iteration 41Q (8618.850000 sec): 3 clusters
  Score: Raw -975374.215152 + Penalty 2976.039649 = -972398.175503
  nChanged 25
		SP:Iteration 42Q (8618.880000 sec): 3 clusters
  Score: Raw -975377.977167 + Penalty 2976.039649 = -972401.937518
  nChanged 24
		SP:Iteration 43Q (8618.900000 sec): 3 clusters
  Score: Raw -975381.182301 + Penalty 2976.039649 = -972405.142652
  nChanged 21
		SP:Iteration 44Q (8618.920000 sec): 3 clusters
  Score: Raw -975384.097995 + Penalty 2976.039649 = -972408.058346
  nChanged 26
		SP:Iteration 45Q (8618.940000 sec): 3 clusters
  Score: Raw -975387.460326 + Penalty 2976.039649 = -972411.420677
  nChanged 21
		SP:Iteration 46Q (8618.960000 sec): 3 clusters
  Score: Raw -975390.567336 + Penalty 2976.039649 = -972414.527686
  nChanged 19
		SP:Iteration 47Q (8618.980000 sec): 3 clusters
  Score: Raw -975393.497599 + Penalty 2976.039649 = -972417.457950
  nChanged 25
		SP:Iteration 48Q (8619.000000 sec): 3 clusters
  Score: Raw -975398.059629 + Penalty 2976.039649 = -972422.019980
  nChanged 25
		SP:Iteration 49Q (8619.030000 sec): 3 clusters
  Score: Raw -975403.013599 + Penalty 2976.039649 = -972426.973950
  nChanged 37
		SP:Iteration 50Q (8619.050000 sec): 3 clusters
  Score: Raw -975411.907599 + Penalty 2976.039649 = -972435.867950
  nChanged 46
		SP:Iteration 51Q (8619.070000 sec): 3 clusters
  Score: Raw -975422.435200 + Penalty 2976.039649 = -972446.395551
  nChanged 45
		SP:Iteration 52Q (8619.090000 sec): 3 clusters
  Score: Raw -975431.142381 + Penalty 2976.039649 = -972455.102731
  nChanged 39
		SP:Iteration 53Q (8619.110000 sec): 3 clusters
  Score: Raw -975439.121515 + Penalty 2976.039649 = -972463.081866
  nChanged 33
		SP:Iteration 54Q (8619.130000 sec): 3 clusters
  Score: Raw -975446.129115 + Penalty 2976.039649 = -972470.089465
  nChanged 34
		SP:Iteration 55Q (8619.150000 sec): 3 clusters
  Score: Raw -975453.742981 + Penalty 2976.039649 = -972477.703332
  nChanged 47
		SP:Iteration 56Q (8619.170000 sec): 3 clusters
  Score: Raw -975463.246573 + Penalty 2976.039649 = -972487.206924
  nChanged 38
		SP:Iteration 57Q (8619.190000 sec): 3 clusters
  Score: Raw -975471.119852 + Penalty 2976.039649 = -972495.080203
  nChanged 41
		SP:Iteration 58Q (8619.210000 sec): 3 clusters
  Score: Raw -975481.136089 + Penalty 2976.039649 = -972505.096439
  nChanged 44
		SP:Iteration 59Q (8619.230000 sec): 3 clusters
  Score: Raw -975491.991811 + Penalty 2976.039649 = -972515.952161
  nChanged 44
		SP:Iteration 60F (8619.260000 sec): 3 clusters
  Score: Raw -975501.901015 + Penalty 2976.039649 = -972525.861366
  nChanged 49
		SP:Iteration 61Q (8619.280000 sec): 3 clusters
  Score: Raw -975511.847484 + Penalty 2976.039649 = -972535.807834
  nChanged 50
		SP:Iteration 62Q (8619.300000 sec): 3 clusters
  Score: Raw -975523.066295 + Penalty 2976.039649 = -972547.026645
  nChanged 52
		SP:Iteration 63Q (8619.320000 sec): 3 clusters
  Score: Raw -975532.955290 + Penalty 2976.039649 = -972556.915640
  nChanged 50
		SP:Iteration 64Q (8619.340000 sec): 3 clusters
  Score: Raw -975542.969731 + Penalty 2976.039649 = -972566.930081
  nChanged 47
		SP:Iteration 65Q (8619.360000 sec): 3 clusters
  Score: Raw -975554.210497 + Penalty 2976.039649 = -972578.170848
  nChanged 58
		SP:Iteration 66Q (8619.380000 sec): 3 clusters
  Score: Raw -975566.913684 + Penalty 2976.039649 = -972590.874035
  nChanged 46
		SP:Iteration 67Q (8619.400000 sec): 3 clusters
  Score: Raw -975576.718930 + Penalty 2976.039649 = -972600.679281
  nChanged 48
		SP:Iteration 68Q (8619.420000 sec): 3 clusters
  Score: Raw -975587.213792 + Penalty 2976.039649 = -972611.174143
  nChanged 58
		SP:Iteration 69Q (8619.440000 sec): 3 clusters
  Score: Raw -975597.529423 + Penalty 2976.039649 = -972621.489774
  nChanged 41
		SP:Iteration 70Q (8619.460000 sec): 3 clusters
  Score: Raw -975604.759348 + Penalty 2976.039649 = -972628.719699
  nChanged 43
		SP:Iteration 71Q (8619.480000 sec): 3 clusters
  Score: Raw -975614.701754 + Penalty 2976.039649 = -972638.662105
  nChanged 49
		SP:Iteration 72Q (8619.510000 sec): 3 clusters
  Score: Raw -975624.871362 + Penalty 2976.039649 = -972648.831713
  nChanged 41
		SP:Iteration 73Q (8619.530000 sec): 3 clusters
  Score: Raw -975632.921265 + Penalty 2976.039649 = -972656.881616
  nChanged 43
		SP:Iteration 74Q (8619.550000 sec): 3 clusters
  Score: Raw -975641.318444 + Penalty 2976.039649 = -972665.278795
  nChanged 31
		SP:Iteration 75Q (8619.570000 sec): 3 clusters
  Score: Raw -975648.026888 + Penalty 2976.039649 = -972671.987239
  nChanged 30
		SP:Iteration 76Q (8619.590000 sec): 3 clusters
  Score: Raw -975654.270823 + Penalty 2976.039649 = -972678.231174
  nChanged 32
		SP:Iteration 77Q (8619.610000 sec): 3 clusters
  Score: Raw -975660.031121 + Penalty 2976.039649 = -972683.991471
  nChanged 29
		SP:Iteration 78Q (8619.630000 sec): 3 clusters
  Score: Raw -975665.425453 + Penalty 2976.039649 = -972689.385804
  nChanged 29
		SP:Iteration 79Q (8619.650000 sec): 3 clusters
  Score: Raw -975670.652320 + Penalty 2976.039649 = -972694.612671
  nChanged 34
		SP:Iteration 80F (8619.670000 sec): 3 clusters
  Score: Raw -975678.093721 + Penalty 2976.039649 = -972702.054072
  nChanged 43
		SP:Iteration 81Q (8619.690000 sec): 3 clusters
  Score: Raw -975688.903840 + Penalty 2976.039649 = -972712.864190
  nChanged 45
		SP:Iteration 82Q (8619.710000 sec): 3 clusters
  Score: Raw -975700.275440 + Penalty 2976.039649 = -972724.235791
  nChanged 40
		SP:Iteration 83Q (8619.730000 sec): 3 clusters
  Score: Raw -975709.471408 + Penalty 2976.039649 = -972733.431758
  nChanged 48
		SP:Iteration 84Q (8619.750000 sec): 3 clusters
  Score: Raw -975721.658539 + Penalty 2976.039649 = -972745.618889
  nChanged 47
		SP:Iteration 85Q (8619.770000 sec): 3 clusters
  Score: Raw -975732.670083 + Penalty 2976.039649 = -972756.630434
  nChanged 49
		SP:Iteration 86Q (8619.790000 sec): 3 clusters
  Score: Raw -975744.405082 + Penalty 2976.039649 = -972768.365432
  nChanged 51
		SP:Iteration 87Q (8619.810000 sec): 3 clusters
  Score: Raw -975759.812059 + Penalty 2976.039649 = -972783.772410
  nChanged 57
		SP:Iteration 88Q (8619.830000 sec): 3 clusters
  Score: Raw -975774.365138 + Penalty 2976.039649 = -972798.325488
  nChanged 52
		SP:Iteration 89Q (8619.850000 sec): 3 clusters
  Score: Raw -975787.555876 + Penalty 2976.039649 = -972811.516227
  nChanged 46
		SP:Iteration 90Q (8619.870000 sec): 3 clusters
  Score: Raw -975798.499953 + Penalty 2976.039649 = -972822.460304
  nChanged 48
		SP:Iteration 91Q (8619.890000 sec): 3 clusters
  Score: Raw -975813.012817 + Penalty 2976.039649 = -972836.973167
  nChanged 54
		SP:Iteration 92Q (8619.910000 sec): 3 clusters
  Score: Raw -975828.097954 + Penalty 2976.039649 = -972852.058304
  nChanged 50
		SP:Iteration 93Q (8619.930000 sec): 3 clusters
  Score: Raw -975843.028519 + Penalty 2976.039649 = -972866.988870
  nChanged 48
		SP:Iteration 94Q (8619.950000 sec): 3 clusters
  Score: Raw -975854.525407 + Penalty 2976.039649 = -972878.485757
  nChanged 38
		SP:Iteration 95Q (8619.960000 sec): 3 clusters
  Score: Raw -975864.490413 + Penalty 2976.039649 = -972888.450763
  nChanged 35
		SP:Iteration 96Q (8619.980000 sec): 3 clusters
  Score: Raw -975872.516096 + Penalty 2976.039649 = -972896.476447
  nChanged 30
		SP:Iteration 97Q (8620.000000 sec): 3 clusters
  Score: Raw -975881.598404 + Penalty 2976.039649 = -972905.558754
  nChanged 41
		SP:Iteration 98Q (8620.020000 sec): 3 clusters
  Score: Raw -975894.898195 + Penalty 2976.039649 = -972918.858546
  nChanged 32
		SP:Iteration 99Q (8620.040000 sec): 3 clusters
  Score: Raw -975903.227193 + Penalty 2976.039649 = -972927.187544
  nChanged 26
		SP:Iteration 100F (8620.060000 sec): 3 clusters
  Score: Raw -975910.871378 + Penalty 2976.039649 = -972934.831728
  nChanged 29
		SP:Iteration 101Q (8620.080000 sec): 3 clusters
  Score: Raw -975918.505585 + Penalty 2976.039649 = -972942.465935
  nChanged 26
		SP:Iteration 102Q (8620.100000 sec): 3 clusters
  Score: Raw -975926.160008 + Penalty 2976.039649 = -972950.120359
  nChanged 25
		SP:Iteration 103Q (8620.120000 sec): 3 clusters
  Score: Raw -975933.651793 + Penalty 2976.039649 = -972957.612144
  nChanged 22
		SP:Iteration 104Q (8620.140000 sec): 3 clusters
  Score: Raw -975939.627521 + Penalty 2976.039649 = -972963.587872
  nChanged 18
		SP:Iteration 105Q (8620.160000 sec): 3 clusters
  Score: Raw -975943.369709 + Penalty 2976.039649 = -972967.330060
  nChanged 16
		SP:Iteration 106Q (8620.170000 sec): 3 clusters
  Score: Raw -975947.156862 + Penalty 2976.039649 = -972971.117212
  nChanged 15
		SP:Iteration 107Q (8620.190000 sec): 3 clusters
  Score: Raw -975949.874625 + Penalty 2976.039649 = -972973.834976
  nChanged 11
		SP:Iteration 108Q (8620.210000 sec): 3 clusters
  Score: Raw -975952.666303 + Penalty 2976.039649 = -972976.626654
  nChanged 14
		SP:Iteration 109Q (8620.230000 sec): 3 clusters
  Score: Raw -975955.563610 + Penalty 2976.039649 = -972979.523960
  nChanged 13
		SP:Iteration 110Q (8620.250000 sec): 3 clusters
  Score: Raw -975958.196226 + Penalty 2976.039649 = -972982.156577
  nChanged 12
		SP:Iteration 111Q (8620.270000 sec): 3 clusters
  Score: Raw -975960.623791 + Penalty 2976.039649 = -972984.584142
  nChanged 5
		SP:Iteration 112Q (8620.290000 sec): 3 clusters
  Score: Raw -975961.923006 + Penalty 2976.039649 = -972985.883357
  nChanged 5
		SP:Iteration 113Q (8620.310000 sec): 3 clusters
  Score: Raw -975963.122024 + Penalty 2976.039649 = -972987.082375
  nChanged 9
		SP:Iteration 114Q (8620.330000 sec): 3 clusters
  Score: Raw -975965.338118 + Penalty 2976.039649 = -972989.298469
  nChanged 8
		SP:Iteration 115Q (8620.350000 sec): 3 clusters
  Score: Raw -975966.857608 + Penalty 2976.039649 = -972990.817958
  nChanged 8
		SP:Iteration 116Q (8620.360000 sec): 3 clusters
  Score: Raw -975969.732370 + Penalty 2976.039649 = -972993.692721
  nChanged 12
		SP:Iteration 117Q (8620.380000 sec): 3 clusters
  Score: Raw -975972.699614 + Penalty 2976.039649 = -972996.659965
  nChanged 10
		SP:Iteration 118Q (8620.400000 sec): 3 clusters
  Score: Raw -975976.209129 + Penalty 2976.039649 = -973000.169479
  nChanged 14
		SP:Iteration 119Q (8620.420000 sec): 3 clusters
  Score: Raw -975981.083277 + Penalty 2976.039649 = -973005.043627
  nChanged 11
		SP:Iteration 120F (8620.440000 sec): 3 clusters
  Score: Raw -975983.837260 + Penalty 2976.039649 = -973007.797611
  nChanged 9
		SP:Iteration 121Q (8620.460000 sec): 3 clusters
  Score: Raw -975986.495913 + Penalty 2976.039649 = -973010.456264
  nChanged 9
		SP:Iteration 122Q (8620.480000 sec): 3 clusters
  Score: Raw -975989.836051 + Penalty 2976.039649 = -973013.796402
  nChanged 10
		SP:Iteration 123Q (8620.500000 sec): 3 clusters
  Score: Raw -975992.665302 + Penalty 2976.039649 = -973016.625653
  nChanged 10
		SP:Iteration 124Q (8620.520000 sec): 3 clusters
  Score: Raw -975996.106446 + Penalty 2976.039649 = -973020.066796
  nChanged 15
		SP:Iteration 125Q (8620.540000 sec): 3 clusters
  Score: Raw -975999.982940 + Penalty 2976.039649 = -973023.943290
  nChanged 14
		SP:Iteration 126Q (8620.550000 sec): 3 clusters
  Score: Raw -976004.601753 + Penalty 2976.039649 = -973028.562104
  nChanged 11
		SP:Iteration 127Q (8620.570000 sec): 3 clusters
  Score: Raw -976007.071651 + Penalty 2976.039649 = -973031.032002
  nChanged 8
		SP:Iteration 128Q (8620.590000 sec): 3 clusters
  Score: Raw -976009.131820 + Penalty 2976.039649 = -973033.092171
  nChanged 5
		SP:Iteration 129Q (8620.610000 sec): 3 clusters
  Score: Raw -976010.292084 + Penalty 2976.039649 = -973034.252435
  nChanged 8
		SP:Iteration 130Q (8620.630000 sec): 3 clusters
  Score: Raw -976011.977640 + Penalty 2976.039649 = -973035.937991
  nChanged 8
		SP:Iteration 131Q (8620.650000 sec): 3 clusters
  Score: Raw -976014.153613 + Penalty 2976.039649 = -973038.113964
  nChanged 6
		SP:Iteration 132Q (8620.670000 sec): 3 clusters
  Score: Raw -976015.923163 + Penalty 2976.039649 = -973039.883514
  nChanged 6
		SP:Iteration 133Q (8620.690000 sec): 3 clusters
  Score: Raw -976017.434116 + Penalty 2976.039649 = -973041.394466
  nChanged 7
		SP:Iteration 134Q (8620.700000 sec): 3 clusters
  Score: Raw -976018.847175 + Penalty 2976.039649 = -973042.807526
  nChanged 5
		SP:Iteration 135Q (8620.720000 sec): 3 clusters
  Score: Raw -976020.403768 + Penalty 2976.039649 = -973044.364119
  nChanged 3
		SP:Iteration 136Q (8620.740000 sec): 3 clusters
  Score: Raw -976021.163678 + Penalty 2976.039649 = -973045.124029
  nChanged 2
		SP:Iteration 137Q (8620.760000 sec): 3 clusters
  Score: Raw -976021.913519 + Penalty 2976.039649 = -973045.873870
  nChanged 3
		SP:Iteration 138Q (8620.780000 sec): 3 clusters
  Score: Raw -976022.575321 + Penalty 2976.039649 = -973046.535672
  nChanged 4
		SP:Iteration 139Q (8620.800000 sec): 3 clusters
  Score: Raw -976023.305238 + Penalty 2976.039649 = -973047.265588
  nChanged 3
		SP:Iteration 140F (8620.820000 sec): 3 clusters
  Score: Raw -976023.975550 + Penalty 2976.039649 = -973047.935901
  nChanged 3
		SP:Iteration 141Q (8620.840000 sec): 3 clusters
  Score: Raw -976025.073439 + Penalty 2976.039649 = -973049.033789
  nChanged 6
		SP:Iteration 142Q (8620.860000 sec): 3 clusters
  Score: Raw -976026.888018 + Penalty 2976.039649 = -973050.848369
  nChanged 5
		SP:Iteration 143Q (8620.880000 sec): 3 clusters
  Score: Raw -976028.134286 + Penalty 2976.039649 = -973052.094637
  nChanged 5
		SP:Iteration 144Q (8620.890000 sec): 3 clusters
  Score: Raw -976028.952671 + Penalty 2976.039649 = -973052.913022
  nChanged 5
		SP:Iteration 145Q (8620.910000 sec): 3 clusters
  Score: Raw -976029.960964 + Penalty 2976.039649 = -973053.921315
  nChanged 6
		SP:Iteration 146Q (8620.930000 sec): 3 clusters
  Score: Raw -976031.787224 + Penalty 2976.039649 = -973055.747575
  nChanged 7
		SP:Iteration 147Q (8620.950000 sec): 3 clusters
  Score: Raw -976033.354356 + Penalty 2976.039649 = -973057.314707
  nChanged 6
		SP:Iteration 148Q (8620.970000 sec): 3 clusters
  Score: Raw -976034.873001 + Penalty 2976.039649 = -973058.833351
  nChanged 5
		SP:Iteration 149Q (8620.990000 sec): 3 clusters
  Score: Raw -976036.490835 + Penalty 2976.039649 = -973060.451185
  nChanged 7
		SP:Iteration 150Q (8621.010000 sec): 3 clusters
  Score: Raw -976038.421508 + Penalty 2976.039649 = -973062.381858
  nChanged 5
		SP:Iteration 151Q (8621.030000 sec): 3 clusters
  Score: Raw -976039.663954 + Penalty 2976.039649 = -973063.624304
  nChanged 6
		SP:Iteration 152Q (8621.050000 sec): 3 clusters
  Score: Raw -976041.225757 + Penalty 2976.039649 = -973065.186107
  nChanged 9
		SP:Iteration 153Q (8621.060000 sec): 3 clusters
  Score: Raw -976043.627958 + Penalty 2976.039649 = -973067.588308
  nChanged 4
		SP:Iteration 154Q (8621.080000 sec): 3 clusters
  Score: Raw -976044.653254 + Penalty 2976.039649 = -973068.613605
  nChanged 1
		SP:Iteration 155Q (8621.100000 sec): 3 clusters
  Score: Raw -976045.004890 + Penalty 2976.039649 = -973068.965241
  nChanged 1
		SP:Iteration 156Q (8621.120000 sec): 3 clusters
  Score: Raw -976045.481793 + Penalty 2976.039649 = -973069.442144
  nChanged 2
		SP:Iteration 157Q (8621.140000 sec): 3 clusters
  Score: Raw -976046.179391 + Penalty 2976.039649 = -973070.139741
  nChanged 2
		SP:Iteration 158Q (8621.150000 sec): 3 clusters
  Score: Raw -976046.732941 + Penalty 2976.039649 = -973070.693291
  nChanged 4
		SP:Iteration 159Q (8621.170000 sec): 3 clusters
  Score: Raw -976047.931748 + Penalty 2976.039649 = -973071.892099
  nChanged 6
		SP:Iteration 160F (8621.200000 sec): 3 clusters
  Score: Raw -976049.205113 + Penalty 2976.039649 = -973073.165463
  nChanged 2
		SP:Iteration 161Q (8621.210000 sec): 3 clusters
  Score: Raw -976049.414567 + Penalty 2976.039649 = -973073.374917
  nChanged 1
		SP:Iteration 162Q (8621.230000 sec): 3 clusters
  Score: Raw -976049.539804 + Penalty 2976.039649 = -973073.500154
  nChanged 1
		SP:Iteration 163Q (8621.250000 sec): 3 clusters
  Score: Raw -976049.923341 + Penalty 2976.039649 = -973073.883692
  nChanged 2
		SP:Iteration 164Q (8621.270000 sec): 3 clusters
  Score: Raw -976050.415591 + Penalty 2976.039649 = -973074.375942
  nChanged 2
		SP:Iteration 165Q (8621.290000 sec): 3 clusters
  Score: Raw -976050.991027 + Penalty 2976.039649 = -973074.951378
  nChanged 3
		SP:Iteration 166Q (8621.310000 sec): 3 clusters
  Score: Raw -976051.887319 + Penalty 2976.039649 = -973075.847669
  nChanged 5
		SP:Iteration 167Q (8621.330000 sec): 3 clusters
  Score: Raw -976053.405873 + Penalty 2976.039649 = -973077.366224
  nChanged 8
		SP:Iteration 168Q (8621.350000 sec): 3 clusters
  Score: Raw -976056.254581 + Penalty 2976.039649 = -973080.214932
  nChanged 7
		SP:Iteration 169Q (8621.360000 sec): 3 clusters
  Score: Raw -976058.496394 + Penalty 2976.039649 = -973082.456744
  nChanged 9
		SP:Iteration 170Q (8621.380000 sec): 3 clusters
  Score: Raw -976061.575493 + Penalty 2976.039649 = -973085.535844
  nChanged 8
		SP:Iteration 171Q (8621.400000 sec): 3 clusters
  Score: Raw -976063.813004 + Penalty 2976.039649 = -973087.773354
  nChanged 3
		SP:Iteration 172Q (8621.420000 sec): 3 clusters
  Score: Raw -976064.599579 + Penalty 2976.039649 = -973088.559930
  nChanged 3
		SP:Iteration 173Q (8621.440000 sec): 3 clusters
  Score: Raw -976065.503750 + Penalty 2976.039649 = -973089.464101
  nChanged 4
		SP:Iteration 174Q (8621.450000 sec): 3 clusters
  Score: Raw -976066.702428 + Penalty 2976.039649 = -973090.662779
  nChanged 2
		SP:Iteration 175Q (8621.470000 sec): 3 clusters
  Score: Raw -976067.285885 + Penalty 2976.039649 = -973091.246236
  nChanged 4
		SP:Iteration 176Q (8621.490000 sec): 3 clusters
  Score: Raw -976068.638552 + Penalty 2976.039649 = -973092.598903
  nChanged 3
		SP:Iteration 177Q (8621.510000 sec): 3 clusters
  Score: Raw -976069.479128 + Penalty 2976.039649 = -973093.439478
  nChanged 4
		SP:Iteration 178Q (8621.530000 sec): 3 clusters
  Score: Raw -976070.971404 + Penalty 2976.039649 = -973094.931754
  nChanged 5
		SP:Iteration 179Q (8621.550000 sec): 3 clusters
  Score: Raw -976072.113279 + Penalty 2976.039649 = -973096.073630
  nChanged 3
		SP:Iteration 180F (8621.570000 sec): 3 clusters
  Score: Raw -976073.306835 + Penalty 2976.039649 = -973097.267186
  nChanged 6
		SP:Iteration 181Q (8621.590000 sec): 3 clusters
  Score: Raw -976074.544067 + Penalty 2976.039649 = -973098.504418
  nChanged 1
		SP:Iteration 182Q (8621.610000 sec): 3 clusters
  Score: Raw -976075.307905 + Penalty 2976.039649 = -973099.268255
  nChanged 4
		SP:Iteration 183Q (8621.630000 sec): 3 clusters
  Score: Raw -976076.074244 + Penalty 2976.039649 = -973100.034595
  nChanged 5
		SP:Iteration 184Q (8621.640000 sec): 3 clusters
  Score: Raw -976077.303372 + Penalty 2976.039649 = -973101.263722
  nChanged 4
		SP:Iteration 185Q (8621.660000 sec): 3 clusters
  Score: Raw -976078.413149 + Penalty 2976.039649 = -973102.373500
  nChanged 5
		SP:Iteration 186Q (8621.680000 sec): 3 clusters
  Score: Raw -976080.067299 + Penalty 2976.039649 = -973104.027650
  nChanged 7
		SP:Iteration 187Q (8621.700000 sec): 3 clusters
  Score: Raw -976081.599611 + Penalty 2976.039649 = -973105.559961
  nChanged 5
		SP:Iteration 188Q (8621.720000 sec): 3 clusters
  Score: Raw -976082.797582 + Penalty 2976.039649 = -973106.757933
  nChanged 6
		SP:Iteration 189Q (8621.730000 sec): 3 clusters
  Score: Raw -976084.875482 + Penalty 2976.039649 = -973108.835832
  nChanged 2
		SP:Iteration 190Q (8621.750000 sec): 3 clusters
  Score: Raw -976085.911196 + Penalty 2976.039649 = -973109.871546
  nChanged 6
		SP:Iteration 191Q (8621.770000 sec): 3 clusters
  Score: Raw -976087.870717 + Penalty 2976.039649 = -973111.831068
  nChanged 7
		SP:Iteration 192Q (8621.790000 sec): 3 clusters
  Score: Raw -976090.290770 + Penalty 2976.039649 = -973114.251121
  nChanged 6
		SP:Iteration 193Q (8621.810000 sec): 3 clusters
  Score: Raw -976091.832589 + Penalty 2976.039649 = -973115.792939
  nChanged 6
		SP:Iteration 194Q (8621.830000 sec): 3 clusters
  Score: Raw -976093.499384 + Penalty 2976.039649 = -973117.459735
  nChanged 3
		SP:Iteration 195Q (8621.840000 sec): 3 clusters
  Score: Raw -976094.361580 + Penalty 2976.039649 = -973118.321931
  nChanged 3
		SP:Iteration 196Q (8621.860000 sec): 3 clusters
  Score: Raw -976095.335550 + Penalty 2976.039649 = -973119.295901
  nChanged 4
		SP:Iteration 197Q (8621.880000 sec): 3 clusters
  Score: Raw -976096.737332 + Penalty 2976.039649 = -973120.697682
  nChanged 6
		SP:Iteration 198Q (8621.900000 sec): 3 clusters
  Score: Raw -976098.237063 + Penalty 2976.039649 = -973122.197413
  nChanged 6
		SP:Iteration 199Q (8621.920000 sec): 3 clusters
  Score: Raw -976100.204681 + Penalty 2976.039649 = -973124.165031
  nChanged 6
		SP:Iteration 200F (8621.940000 sec): 3 clusters
  Score: Raw -976102.355177 + Penalty 2976.039649 = -973126.315528
  nChanged 6
		SP:Iteration 201Q (8621.960000 sec): 3 clusters
  Score: Raw -976104.220187 + Penalty 2976.039649 = -973128.180537
  nChanged 4
		SP:Iteration 202Q (8621.970000 sec): 3 clusters
  Score: Raw -976105.114151 + Penalty 2976.039649 = -973129.074502
  nChanged 2
		SP:Iteration 203Q (8621.990000 sec): 3 clusters
  Score: Raw -976105.535526 + Penalty 2976.039649 = -973129.495877
  nChanged 2
		SP:Iteration 204Q (8622.010000 sec): 3 clusters
  Score: Raw -976105.934371 + Penalty 2976.039649 = -973129.894721
  nChanged 4
		SP:Iteration 205Q (8622.030000 sec): 3 clusters
  Score: Raw -976106.999391 + Penalty 2976.039649 = -973130.959742
  nChanged 4
		SP:Iteration 206Q (8622.050000 sec): 3 clusters
  Score: Raw -976108.567761 + Penalty 2976.039649 = -973132.528112
  nChanged 4
		SP:Iteration 207Q (8622.070000 sec): 3 clusters
  Score: Raw -976109.802802 + Penalty 2976.039649 = -973133.763152
  nChanged 5
		SP:Iteration 208Q (8622.090000 sec): 3 clusters
  Score: Raw -976111.547062 + Penalty 2976.039649 = -973135.507413
  nChanged 4
		SP:Iteration 209Q (8622.100000 sec): 3 clusters
  Score: Raw -976113.241217 + Penalty 2976.039649 = -973137.201567
  nChanged 6
		SP:Iteration 210Q (8622.120000 sec): 3 clusters
  Score: Raw -976114.824023 + Penalty 2976.039649 = -973138.784373
  nChanged 3
		SP:Iteration 211Q (8622.140000 sec): 3 clusters
  Score: Raw -976115.578898 + Penalty 2976.039649 = -973139.539248
  nChanged 3
		SP:Iteration 212Q (8622.160000 sec): 3 clusters
  Score: Raw -976116.319316 + Penalty 2976.039649 = -973140.279667
  nChanged 4
		SP:Iteration 213Q (8622.170000 sec): 3 clusters
  Score: Raw -976117.299232 + Penalty 2976.039649 = -973141.259583
  nChanged 1
		SP:Iteration 214Q (8622.190000 sec): 3 clusters
  Score: Raw -976117.782804 + Penalty 2976.039649 = -973141.743155
  nChanged 2
		SP:Iteration 215Q (8622.210000 sec): 3 clusters
  Score: Raw -976118.340326 + Penalty 2976.039649 = -973142.300676
  nChanged 3
		SP:Iteration 216Q (8622.230000 sec): 3 clusters
  Score: Raw -976119.565494 + Penalty 2976.039649 = -973143.525844
  nChanged 4
		SP:Iteration 217Q (8622.250000 sec): 3 clusters
  Score: Raw -976121.154087 + Penalty 2976.039649 = -973145.114437
  nChanged 4
		SP:Iteration 218Q (8622.260000 sec): 3 clusters
  Score: Raw -976122.130011 + Penalty 2976.039649 = -973146.090362
  nChanged 2
		SP:Iteration 219Q (8622.280000 sec): 3 clusters
  Score: Raw -976122.629970 + Penalty 2976.039649 = -973146.590320
  nChanged 3
		SP:Iteration 220F (8622.310000 sec): 3 clusters
  Score: Raw -976123.578213 + Penalty 2976.039649 = -973147.538564
  nChanged 4
		SP:Iteration 221Q (8622.320000 sec): 3 clusters
  Score: Raw -976125.428542 + Penalty 2976.039649 = -973149.388893
  nChanged 6
		SP:Iteration 222Q (8622.340000 sec): 3 clusters
  Score: Raw -976127.148008 + Penalty 2976.039649 = -973151.108358
  nChanged 3
		SP:Iteration 223Q (8622.360000 sec): 3 clusters
  Score: Raw -976127.876459 + Penalty 2976.039649 = -973151.836810
  nChanged 5
		SP:Iteration 224Q (8622.380000 sec): 3 clusters
  Score: Raw -976129.014817 + Penalty 2976.039649 = -973152.975168
  nChanged 3
		SP:Iteration 225Q (8622.390000 sec): 3 clusters
  Score: Raw -976130.077804 + Penalty 2976.039649 = -973154.038155
  nChanged 5
		SP:Iteration 226Q (8622.410000 sec): 3 clusters
  Score: Raw -976131.916267 + Penalty 2976.039649 = -973155.876617
  nChanged 7
		SP:Iteration 227Q (8622.430000 sec): 3 clusters
  Score: Raw -976134.423457 + Penalty 2976.039649 = -973158.383808
  nChanged 4
		SP:Iteration 228Q (8622.450000 sec): 3 clusters
  Score: Raw -976135.625542 + Penalty 2976.039649 = -973159.585893
  nChanged 2
		SP:Iteration 229Q (8622.470000 sec): 3 clusters
  Score: Raw -976136.191639 + Penalty 2976.039649 = -973160.151990
  nChanged 5
		SP:Iteration 230Q (8622.480000 sec): 3 clusters
  Score: Raw -976137.610796 + Penalty 2976.039649 = -973161.571147
  nChanged 3
		SP:Iteration 231Q (8622.500000 sec): 3 clusters
  Score: Raw -976138.285834 + Penalty 2976.039649 = -973162.246185
  nChanged 2
		SP:Iteration 232Q (8622.520000 sec): 3 clusters
  Score: Raw -976138.737029 + Penalty 2976.039649 = -973162.697380
  nChanged 1
		SP:Iteration 233Q (8622.530000 sec): 3 clusters
  Score: Raw -976139.065778 + Penalty 2976.039649 = -973163.026128
  nChanged 3
		SP:Iteration 234Q (8622.550000 sec): 3 clusters
  Score: Raw -976139.890504 + Penalty 2976.039649 = -973163.850854
  nChanged 2
		SP:Iteration 235Q (8622.570000 sec): 3 clusters
  Score: Raw -976140.495357 + Penalty 2976.039649 = -973164.455708
  nChanged 0
		SP:Iteration 236F (8622.590000 sec): 3 clusters
  Score: Raw -976140.495357 + Penalty 2976.039649 = -973164.455708
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.600000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.600000 sec): 3 clusters
  Score: Raw -47071.837523 + Penalty 1993.354364 = -45078.483159
  nChanged 100
		SP:Iteration 1F (8622.610000 sec): 3 clusters
  Score: Raw -47222.904353 + Penalty 1993.354364 = -45229.549989
  nChanged 26
		SP:Iteration 2F (8622.610000 sec): 3 clusters
  Score: Raw -47271.219954 + Penalty 1993.354364 = -45277.865591
  nChanged 8
		SP:Iteration 3Q (8622.610000 sec): 3 clusters
  Score: Raw -47281.566618 + Penalty 1993.354364 = -45288.212254
  nChanged 2
		SP:Iteration 4Q (8622.610000 sec): 3 clusters
  Score: Raw -47284.876611 + Penalty 1993.354364 = -45291.522247
  nChanged 2
		SP:Iteration 5Q (8622.610000 sec): 3 clusters
  Score: Raw -47290.779137 + Penalty 1993.354364 = -45297.424773
  nChanged 4
		SP:Iteration 6Q (8622.610000 sec): 3 clusters
  Score: Raw -47298.832117 + Penalty 1993.354364 = -45305.477753
  nChanged 2
		SP:Iteration 7Q (8622.610000 sec): 3 clusters
  Score: Raw -47300.690290 + Penalty 1993.354364 = -45307.335926
  nChanged 3
		SP:Iteration 8Q (8622.610000 sec): 3 clusters
  Score: Raw -47305.163613 + Penalty 1993.354364 = -45311.809249
  nChanged 2
		SP:Iteration 9Q (8622.610000 sec): 3 clusters
  Score: Raw -47309.358634 + Penalty 1993.354364 = -45316.004270
  nChanged 2
		SP:Iteration 10Q (8622.610000 sec): 3 clusters
  Score: Raw -47313.592969 + Penalty 1993.354364 = -45320.238605
  nChanged 1
		SP:Iteration 11Q (8622.610000 sec): 3 clusters
  Score: Raw -47314.577874 + Penalty 1993.354364 = -45321.223510
  nChanged 0
		SP:Iteration 12F (8622.620000 sec): 3 clusters
  Score: Raw -47314.577874 + Penalty 1993.354364 = -45321.223510
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.620000 sec): 2 clusters
  Score: Raw -28076.927738 + Penalty 931.667957 = -27145.259781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.620000 sec): 3 clusters
  Score: Raw -28197.826137 + Penalty 1863.335915 = -26334.490222
  nChanged 73
		SP:Iteration 1F (8622.620000 sec): 3 clusters
  Score: Raw -28377.218728 + Penalty 1863.335915 = -26513.882813
  nChanged 25
		SP:Iteration 2F (8622.620000 sec): 3 clusters
  Score: Raw -28490.036385 + Penalty 1863.335915 = -26626.700470
  nChanged 23
		SP:Iteration 3F (8622.620000 sec): 3 clusters
  Score: Raw -28656.370126 + Penalty 1863.335915 = -26793.034211
  nChanged 18
		SP:Iteration 4F (8622.630000 sec): 3 clusters
  Score: Raw -28887.773235 + Penalty 1863.335915 = -27024.437320
  nChanged 15
		SP:Iteration 5Q (8622.630000 sec): 3 clusters
  Score: Raw -28933.898879 + Penalty 1863.335915 = -27070.562964
  nChanged 6
		SP:Iteration 6Q (8622.630000 sec): 3 clusters
  Score: Raw -28960.177448 + Penalty 1863.335915 = -27096.841533
  nChanged 5
		SP:Iteration 7Q (8622.630000 sec): 3 clusters
  Score: Raw -28984.719232 + Penalty 1863.335915 = -27121.383317
  nChanged 3
		SP:Iteration 8Q (8622.630000 sec): 3 clusters
  Score: Raw -29014.138005 + Penalty 1863.335915 = -27150.802090
  nChanged 0
		SP:Iteration 9F (8622.630000 sec): 3 clusters
  Score: Raw -29014.138005 + Penalty 1863.335915 = -27150.802090
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (2977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.640000 sec): 2 clusters
  Score: Raw -294708.052627 + Penalty 1299.784096 = -293408.268531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.650000 sec): 3 clusters
  Score: Raw -293310.316406 + Penalty 2599.568192 = -290710.748213
  nChanged 1107
		SP:Iteration 1F (8622.650000 sec): 3 clusters
  Score: Raw -293991.032598 + Penalty 2599.568192 = -291391.464405
  nChanged 272
		SP:Iteration 2F (8622.660000 sec): 3 clusters
  Score: Raw -294235.470999 + Penalty 2599.568192 = -291635.902807
  nChanged 208
		SP:Iteration 3F (8622.670000 sec): 3 clusters
  Score: Raw -294440.949011 + Penalty 2599.568192 = -291841.380818
  nChanged 185
		SP:Iteration 4F (8622.680000 sec): 3 clusters
  Score: Raw -294608.018939 + Penalty 2599.568192 = -292008.450747
  nChanged 154
		SP:Iteration 5F (8622.680000 sec): 3 clusters
  Score: Raw -294746.525345 + Penalty 2599.568192 = -292146.957153
  nChanged 119
		SP:Iteration 6Q (8622.690000 sec): 3 clusters
  Score: Raw -294856.279959 + Penalty 2599.568192 = -292256.711767
  nChanged 99
		SP:Iteration 7Q (8622.700000 sec): 3 clusters
  Score: Raw -294926.430935 + Penalty 2599.568192 = -292326.862743
  nChanged 76
		SP:Iteration 8Q (8622.700000 sec): 3 clusters
  Score: Raw -294967.923906 + Penalty 2599.568192 = -292368.355713
  nChanged 51
		SP:Iteration 9Q (8622.710000 sec): 3 clusters
  Score: Raw -294996.303172 + Penalty 2599.568192 = -292396.734980
  nChanged 49
		SP:Iteration 10Q (8622.720000 sec): 3 clusters
  Score: Raw -295024.628352 + Penalty 2599.568192 = -292425.060160
  nChanged 36
		SP:Iteration 11Q (8622.720000 sec): 3 clusters
  Score: Raw -295042.347017 + Penalty 2599.568192 = -292442.778825
  nChanged 31
		SP:Iteration 12Q (8622.730000 sec): 3 clusters
  Score: Raw -295057.526383 + Penalty 2599.568192 = -292457.958191
  nChanged 31
		SP:Iteration 13Q (8622.740000 sec): 3 clusters
  Score: Raw -295070.234215 + Penalty 2599.568192 = -292470.666022
  nChanged 27
		SP:Iteration 14Q (8622.740000 sec): 3 clusters
  Score: Raw -295083.018502 + Penalty 2599.568192 = -292483.450310
  nChanged 21
		SP:Iteration 15Q (8622.750000 sec): 3 clusters
  Score: Raw -295088.852657 + Penalty 2599.568192 = -292489.284464
  nChanged 10
		SP:Iteration 16Q (8622.760000 sec): 3 clusters
  Score: Raw -295093.089819 + Penalty 2599.568192 = -292493.521627
  nChanged 12
		SP:Iteration 17Q (8622.760000 sec): 3 clusters
  Score: Raw -295096.683507 + Penalty 2599.568192 = -292497.115314
  nChanged 7
		SP:Iteration 18Q (8622.770000 sec): 3 clusters
  Score: Raw -295099.719914 + Penalty 2599.568192 = -292500.151721
  nChanged 9
		SP:Iteration 19Q (8622.770000 sec): 3 clusters
  Score: Raw -295103.166083 + Penalty 2599.568192 = -292503.597891
  nChanged 12
		SP:Iteration 20F (8622.780000 sec): 3 clusters
  Score: Raw -295108.037440 + Penalty 2599.568192 = -292508.469248
  nChanged 7
		SP:Iteration 21Q (8622.790000 sec): 3 clusters
  Score: Raw -295111.109489 + Penalty 2599.568192 = -292511.541297
  nChanged 6
		SP:Iteration 22Q (8622.800000 sec): 3 clusters
  Score: Raw -295112.200970 + Penalty 2599.568192 = -292512.632778
  nChanged 2
		SP:Iteration 23Q (8622.800000 sec): 3 clusters
  Score: Raw -295114.236040 + Penalty 2599.568192 = -292514.667848
  nChanged 5
		SP:Iteration 24Q (8622.810000 sec): 3 clusters
  Score: Raw -295115.521485 + Penalty 2599.568192 = -292515.953293
  nChanged 2
		SP:Iteration 25Q (8622.810000 sec): 3 clusters
  Score: Raw -295115.877383 + Penalty 2599.568192 = -292516.309190
  nChanged 2
		SP:Iteration 26Q (8622.820000 sec): 3 clusters
  Score: Raw -295116.899870 + Penalty 2599.568192 = -292517.331678
  nChanged 4
		SP:Iteration 27Q (8622.830000 sec): 3 clusters
  Score: Raw -295118.172205 + Penalty 2599.568192 = -292518.604013
  nChanged 6
		SP:Iteration 28Q (8622.830000 sec): 3 clusters
  Score: Raw -295119.527697 + Penalty 2599.568192 = -292519.959505
  nChanged 4
		SP:Iteration 29Q (8622.840000 sec): 3 clusters
  Score: Raw -295122.141068 + Penalty 2599.568192 = -292522.572876
  nChanged 3
		SP:Iteration 30Q (8622.850000 sec): 3 clusters
  Score: Raw -295122.852468 + Penalty 2599.568192 = -292523.284276
  nChanged 2
		SP:Iteration 31Q (8622.850000 sec): 3 clusters
  Score: Raw -295123.282945 + Penalty 2599.568192 = -292523.714753
  nChanged 1
		SP:Iteration 32Q (8622.860000 sec): 3 clusters
  Score: Raw -295123.580126 + Penalty 2599.568192 = -292524.011934
  nChanged 2
		SP:Iteration 33Q (8622.870000 sec): 3 clusters
  Score: Raw -295123.780915 + Penalty 2599.568192 = -292524.212723
  nChanged 0
		SP:Iteration 34F (8622.870000 sec): 3 clusters
  Score: Raw -295123.780915 + Penalty 2599.568192 = -292524.212723
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.890000 sec): 2 clusters
  Score: Raw -562862.957668 + Penalty 1412.174694 = -561450.782974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.910000 sec): 3 clusters
  Score: Raw -559690.017195 + Penalty 2824.349388 = -556865.667807
  nChanged 2435
		SP:Iteration 1F (8622.920000 sec): 3 clusters
  Score: Raw -561051.268068 + Penalty 2824.349388 = -558226.918680
  nChanged 461
		SP:Iteration 2F (8622.940000 sec): 3 clusters
  Score: Raw -561390.378310 + Penalty 2824.349388 = -558566.028922
  nChanged 417
		SP:Iteration 3F (8622.950000 sec): 3 clusters
  Score: Raw -561723.520135 + Penalty 2824.349388 = -558899.170747
  nChanged 376
		SP:Iteration 4F (8622.970000 sec): 3 clusters
  Score: Raw -562004.293571 + Penalty 2824.349388 = -559179.944183
  nChanged 324
		SP:Iteration 5F (8622.980000 sec): 3 clusters
  Score: Raw -562202.686335 + Penalty 2824.349388 = -559378.336947
  nChanged 249
		SP:Iteration 6Q (8622.990000 sec): 3 clusters
  Score: Raw -562332.582803 + Penalty 2824.349388 = -559508.233415
  nChanged 210
		SP:Iteration 7Q (8623.010000 sec): 3 clusters
  Score: Raw -562437.227132 + Penalty 2824.349388 = -559612.877744
  nChanged 194
		SP:Iteration 8Q (8623.020000 sec): 3 clusters
  Score: Raw -562531.063564 + Penalty 2824.349388 = -559706.714176
  nChanged 160
		SP:Iteration 9Q (8623.030000 sec): 3 clusters
  Score: Raw -562612.452629 + Penalty 2824.349388 = -559788.103241
  nChanged 162
		SP:Iteration 10Q (8623.050000 sec): 3 clusters
  Score: Raw -562697.846246 + Penalty 2824.349388 = -559873.496858
  nChanged 161
		SP:Iteration 11Q (8623.060000 sec): 3 clusters
  Score: Raw -562788.124823 + Penalty 2824.349388 = -559963.775435
  nChanged 154
		SP:Iteration 12Q (8623.070000 sec): 3 clusters
  Score: Raw -562867.128522 + Penalty 2824.349388 = -560042.779134
  nChanged 145
		SP:Iteration 13Q (8623.090000 sec): 3 clusters
  Score: Raw -562932.103876 + Penalty 2824.349388 = -560107.754488
  nChanged 119
		SP:Iteration 14Q (8623.100000 sec): 3 clusters
  Score: Raw -562981.434961 + Penalty 2824.349388 = -560157.085573
  nChanged 115
		SP:Iteration 15Q (8623.110000 sec): 3 clusters
  Score: Raw -563024.214485 + Penalty 2824.349388 = -560199.865098
  nChanged 100
		SP:Iteration 16Q (8623.130000 sec): 3 clusters
  Score: Raw -563064.386101 + Penalty 2824.349388 = -560240.036713
  nChanged 81
		SP:Iteration 17Q (8623.140000 sec): 3 clusters
  Score: Raw -563088.588395 + Penalty 2824.349388 = -560264.239007
  nChanged 71
		SP:Iteration 18Q (8623.150000 sec): 3 clusters
  Score: Raw -563114.050622 + Penalty 2824.349388 = -560289.701234
  nChanged 87
		SP:Iteration 19Q (8623.170000 sec): 3 clusters
  Score: Raw -563151.260236 + Penalty 2824.349388 = -560326.910848
  nChanged 94
		SP:Iteration 20F (8623.180000 sec): 3 clusters
  Score: Raw -563186.978831 + Penalty 2824.349388 = -560362.629443
  nChanged 84
		SP:Iteration 21Q (8623.190000 sec): 3 clusters
  Score: Raw -563223.073962 + Penalty 2824.349388 = -560398.724574
  nChanged 91
		SP:Iteration 22Q (8623.210000 sec): 3 clusters
  Score: Raw -563262.302304 + Penalty 2824.349388 = -560437.952916
  nChanged 83
		SP:Iteration 23Q (8623.220000 sec): 3 clusters
  Score: Raw -563305.625879 + Penalty 2824.349388 = -560481.276491
  nChanged 85
		SP:Iteration 24Q (8623.230000 sec): 3 clusters
  Score: Raw -563343.965796 + Penalty 2824.349388 = -560519.616408
  nChanged 86
		SP:Iteration 25Q (8623.250000 sec): 3 clusters
  Score: Raw -563379.514537 + Penalty 2824.349388 = -560555.165150
  nChanged 86
		SP:Iteration 26Q (8623.260000 sec): 3 clusters
  Score: Raw -563416.583996 + Penalty 2824.349388 = -560592.234608
  nChanged 79
		SP:Iteration 27Q (8623.270000 sec): 3 clusters
  Score: Raw -563445.931567 + Penalty 2824.349388 = -560621.582179
  nChanged 68
		SP:Iteration 28Q (8623.290000 sec): 3 clusters
  Score: Raw -563470.262240 + Penalty 2824.349388 = -560645.912852
  nChanged 75
		SP:Iteration 29Q (8623.300000 sec): 3 clusters
  Score: Raw -563495.257221 + Penalty 2824.349388 = -560670.907833
  nChanged 52
		SP:Iteration 30Q (8623.310000 sec): 3 clusters
  Score: Raw -563507.992240 + Penalty 2824.349388 = -560683.642852
  nChanged 47
		SP:Iteration 31Q (8623.330000 sec): 3 clusters
  Score: Raw -563521.502744 + Penalty 2824.349388 = -560697.153356
  nChanged 40
		SP:Iteration 32Q (8623.340000 sec): 3 clusters
  Score: Raw -563531.418650 + Penalty 2824.349388 = -560707.069262
  nChanged 31
		SP:Iteration 33Q (8623.350000 sec): 3 clusters
  Score: Raw -563539.324840 + Penalty 2824.349388 = -560714.975452
  nChanged 29
		SP:Iteration 34Q (8623.370000 sec): 3 clusters
  Score: Raw -563547.315019 + Penalty 2824.349388 = -560722.965631
  nChanged 31
		SP:Iteration 35Q (8623.380000 sec): 3 clusters
  Score: Raw -563557.921241 + Penalty 2824.349388 = -560733.571853
  nChanged 32
		SP:Iteration 36Q (8623.390000 sec): 3 clusters
  Score: Raw -563568.261408 + Penalty 2824.349388 = -560743.912020
  nChanged 32
		SP:Iteration 37Q (8623.400000 sec): 3 clusters
  Score: Raw -563577.876383 + Penalty 2824.349388 = -560753.526995
  nChanged 38
		SP:Iteration 38Q (8623.410000 sec): 3 clusters
  Score: Raw -563591.285717 + Penalty 2824.349388 = -560766.936329
  nChanged 34
		SP:Iteration 39Q (8623.430000 sec): 3 clusters
  Score: Raw -563601.745083 + Penalty 2824.349388 = -560777.395695
  nChanged 36
		SP:Iteration 40F (8623.440000 sec): 3 clusters
  Score: Raw -563613.853118 + Penalty 2824.349388 = -560789.503730
  nChanged 29
		SP:Iteration 41Q (8623.450000 sec): 3 clusters
  Score: Raw -563623.477037 + Penalty 2824.349388 = -560799.127649
  nChanged 32
		SP:Iteration 42Q (8623.470000 sec): 3 clusters
  Score: Raw -563631.638513 + Penalty 2824.349388 = -560807.289125
  nChanged 26
		SP:Iteration 43Q (8623.480000 sec): 3 clusters
  Score: Raw -563639.777436 + Penalty 2824.349388 = -560815.428048
  nChanged 35
		SP:Iteration 44Q (8623.490000 sec): 3 clusters
  Score: Raw -563649.908272 + Penalty 2824.349388 = -560825.558884
  nChanged 32
		SP:Iteration 45Q (8623.510000 sec): 3 clusters
  Score: Raw -563659.197427 + Penalty 2824.349388 = -560834.848040
  nChanged 33
		SP:Iteration 46Q (8623.520000 sec): 3 clusters
  Score: Raw -563668.292527 + Penalty 2824.349388 = -560843.943139
  nChanged 30
		SP:Iteration 47Q (8623.530000 sec): 3 clusters
  Score: Raw -563676.554702 + Penalty 2824.349388 = -560852.205314
  nChanged 32
		SP:Iteration 48Q (8623.540000 sec): 3 clusters
  Score: Raw -563687.600672 + Penalty 2824.349388 = -560863.251284
  nChanged 35
		SP:Iteration 49Q (8623.550000 sec): 3 clusters
  Score: Raw -563698.027482 + Penalty 2824.349388 = -560873.678094
  nChanged 31
		SP:Iteration 50Q (8623.570000 sec): 3 clusters
  Score: Raw -563710.368147 + Penalty 2824.349388 = -560886.018759
  nChanged 30
		SP:Iteration 51Q (8623.580000 sec): 3 clusters
  Score: Raw -563721.032985 + Penalty 2824.349388 = -560896.683597
  nChanged 25
		SP:Iteration 52Q (8623.590000 sec): 3 clusters
  Score: Raw -563732.556530 + Penalty 2824.349388 = -560908.207142
  nChanged 27
		SP:Iteration 53Q (8623.600000 sec): 3 clusters
  Score: Raw -563741.393165 + Penalty 2824.349388 = -560917.043777
  nChanged 20
		SP:Iteration 54Q (8623.610000 sec): 3 clusters
  Score: Raw -563745.880549 + Penalty 2824.349388 = -560921.531161
  nChanged 14
		SP:Iteration 55Q (8623.630000 sec): 3 clusters
  Score: Raw -563748.905023 + Penalty 2824.349388 = -560924.555635
  nChanged 13
		SP:Iteration 56Q (8623.640000 sec): 3 clusters
  Score: Raw -563751.416634 + Penalty 2824.349388 = -560927.067246
  nChanged 12
		SP:Iteration 57Q (8623.650000 sec): 3 clusters
  Score: Raw -563753.847092 + Penalty 2824.349388 = -560929.497704
  nChanged 9
		SP:Iteration 58Q (8623.660000 sec): 3 clusters
  Score: Raw -563755.829373 + Penalty 2824.349388 = -560931.479985
  nChanged 4
		SP:Iteration 59Q (8623.680000 sec): 3 clusters
  Score: Raw -563756.624691 + Penalty 2824.349388 = -560932.275304
  nChanged 4
		SP:Iteration 60F (8623.690000 sec): 3 clusters
  Score: Raw -563757.242748 + Penalty 2824.349388 = -560932.893360
  nChanged 4
		SP:Iteration 61Q (8623.700000 sec): 3 clusters
  Score: Raw -563757.783602 + Penalty 2824.349388 = -560933.434214
  nChanged 4
		SP:Iteration 62Q (8623.710000 sec): 3 clusters
  Score: Raw -563758.366329 + Penalty 2824.349388 = -560934.016941
  nChanged 5
		SP:Iteration 63Q (8623.730000 sec): 3 clusters
  Score: Raw -563759.428579 + Penalty 2824.349388 = -560935.079191
  nChanged 6
		SP:Iteration 64Q (8623.740000 sec): 3 clusters
  Score: Raw -563761.096754 + Penalty 2824.349388 = -560936.747366
  nChanged 5
		SP:Iteration 65Q (8623.750000 sec): 3 clusters
  Score: Raw -563761.810830 + Penalty 2824.349388 = -560937.461442
  nChanged 4
		SP:Iteration 66Q (8623.760000 sec): 3 clusters
  Score: Raw -563762.722122 + Penalty 2824.349388 = -560938.372734
  nChanged 3
		SP:Iteration 67Q (8623.770000 sec): 3 clusters
  Score: Raw -563763.009419 + Penalty 2824.349388 = -560938.660031
  nChanged 0
		SP:Iteration 68F (8623.790000 sec): 3 clusters
  Score: Raw -563763.009419 + Penalty 2824.349388 = -560938.660031
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (12498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.830000 sec): 2 clusters
  Score: Raw -1257836.475182 + Penalty 1532.915135 = -1256303.560046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.860000 sec): 3 clusters
  Score: Raw -1250664.422703 + Penalty 3065.830271 = -1247598.592432
  nChanged 5448
		SP:Iteration 1F (8623.890000 sec): 3 clusters
  Score: Raw -1253601.929748 + Penalty 3065.830271 = -1250536.099477
  nChanged 724
		SP:Iteration 2F (8623.920000 sec): 3 clusters
  Score: Raw -1253915.013741 + Penalty 3065.830271 = -1250849.183470
  nChanged 699
		SP:Iteration 3F (8623.950000 sec): 3 clusters
  Score: Raw -1254270.275381 + Penalty 3065.830271 = -1251204.445110
  nChanged 697
		SP:Iteration 4F (8623.980000 sec): 3 clusters
  Score: Raw -1254611.431557 + Penalty 3065.830271 = -1251545.601286
  nChanged 692
		SP:Iteration 5F (8624.010000 sec): 3 clusters
  Score: Raw -1254965.204927 + Penalty 3065.830271 = -1251899.374656
  nChanged 677
		SP:Iteration 6F (8624.030000 sec): 3 clusters
  Score: Raw -1255311.431508 + Penalty 3065.830271 = -1252245.601237
  nChanged 636
		SP:Iteration 7F (8624.070000 sec): 3 clusters
  Score: Raw -1255619.808170 + Penalty 3065.830271 = -1252553.977899
  nChanged 544
		SP:Iteration 8Q (8624.090000 sec): 3 clusters
  Score: Raw -1255859.379869 + Penalty 3065.830271 = -1252793.549599
  nChanged 458
		SP:Iteration 9Q (8624.130000 sec): 3 clusters
  Score: Raw -1256041.442385 + Penalty 3065.830271 = -1252975.612114
  nChanged 399
		SP:Iteration 10Q (8624.150000 sec): 3 clusters
  Score: Raw -1256201.848138 + Penalty 3065.830271 = -1253136.017867
  nChanged 355
		SP:Iteration 11Q (8624.180000 sec): 3 clusters
  Score: Raw -1256332.017064 + Penalty 3065.830271 = -1253266.186793
  nChanged 296
		SP:Iteration 12Q (8624.210000 sec): 3 clusters
  Score: Raw -1256439.229905 + Penalty 3065.830271 = -1253373.399634
  nChanged 300
		SP:Iteration 13Q (8624.240000 sec): 3 clusters
  Score: Raw -1256544.834827 + Penalty 3065.830271 = -1253479.004556
  nChanged 272
		SP:Iteration 14Q (8624.270000 sec): 3 clusters
  Score: Raw -1256651.250502 + Penalty 3065.830271 = -1253585.420231
  nChanged 262
		SP:Iteration 15Q (8624.300000 sec): 3 clusters
  Score: Raw -1256762.859047 + Penalty 3065.830271 = -1253697.028776
  nChanged 265
		SP:Iteration 16Q (8624.330000 sec): 3 clusters
  Score: Raw -1256887.070215 + Penalty 3065.830271 = -1253821.239944
  nChanged 258
		SP:Iteration 17Q (8624.360000 sec): 3 clusters
  Score: Raw -1257025.322728 + Penalty 3065.830271 = -1253959.492457
  nChanged 269
		SP:Iteration 18Q (8624.390000 sec): 3 clusters
  Score: Raw -1257171.478056 + Penalty 3065.830271 = -1254105.647785
  nChanged 248
		SP:Iteration 19Q (8624.420000 sec): 3 clusters
  Score: Raw -1257320.401264 + Penalty 3065.830271 = -1254254.570993
  nChanged 225
		SP:Iteration 20F (8624.450000 sec): 3 clusters
  Score: Raw -1257477.348717 + Penalty 3065.830271 = -1254411.518446
  nChanged 222
		SP:Iteration 21Q (8624.480000 sec): 3 clusters
  Score: Raw -1257638.004631 + Penalty 3065.830271 = -1254572.174360
  nChanged 194
		SP:Iteration 22Q (8624.510000 sec): 3 clusters
  Score: Raw -1257779.845968 + Penalty 3065.830271 = -1254714.015697
  nChanged 167
		SP:Iteration 23Q (8624.530000 sec): 3 clusters
  Score: Raw -1257900.620184 + Penalty 3065.830271 = -1254834.789913
  nChanged 121
		SP:Iteration 24Q (8624.560000 sec): 3 clusters
  Score: Raw -1257974.601390 + Penalty 3065.830271 = -1254908.771119
  nChanged 99
		SP:Iteration 25Q (8624.580000 sec): 3 clusters
  Score: Raw -1258028.844430 + Penalty 3065.830271 = -1254963.014159
  nChanged 73
		SP:Iteration 26Q (8624.610000 sec): 3 clusters
  Score: Raw -1258064.275566 + Penalty 3065.830271 = -1254998.445295
  nChanged 58
		SP:Iteration 27Q (8624.630000 sec): 3 clusters
  Score: Raw -1258097.906439 + Penalty 3065.830271 = -1255032.076168
  nChanged 40
		SP:Iteration 28Q (8624.660000 sec): 3 clusters
  Score: Raw -1258119.100662 + Penalty 3065.830271 = -1255053.270391
  nChanged 42
		SP:Iteration 29Q (8624.680000 sec): 3 clusters
  Score: Raw -1258150.651048 + Penalty 3065.830271 = -1255084.820777
  nChanged 41
		SP:Iteration 30Q (8624.710000 sec): 3 clusters
  Score: Raw -1258188.046327 + Penalty 3065.830271 = -1255122.216056
  nChanged 39
		SP:Iteration 31Q (8624.730000 sec): 3 clusters
  Score: Raw -1258213.223520 + Penalty 3065.830271 = -1255147.393249
  nChanged 23
		SP:Iteration 32Q (8624.750000 sec): 3 clusters
  Score: Raw -1258224.353509 + Penalty 3065.830271 = -1255158.523239
  nChanged 17
		SP:Iteration 33Q (8624.770000 sec): 3 clusters
  Score: Raw -1258234.313613 + Penalty 3065.830271 = -1255168.483342
  nChanged 14
		SP:Iteration 34Q (8624.790000 sec): 3 clusters
  Score: Raw -1258244.224278 + Penalty 3065.830271 = -1255178.394007
  nChanged 16
		SP:Iteration 35Q (8624.820000 sec): 3 clusters
  Score: Raw -1258255.175567 + Penalty 3065.830271 = -1255189.345297
  nChanged 14
		SP:Iteration 36Q (8624.840000 sec): 3 clusters
  Score: Raw -1258263.554665 + Penalty 3065.830271 = -1255197.724394
  nChanged 12
		SP:Iteration 37Q (8624.860000 sec): 3 clusters
  Score: Raw -1258268.888640 + Penalty 3065.830271 = -1255203.058369
  nChanged 2
		SP:Iteration 38Q (8624.880000 sec): 3 clusters
  Score: Raw -1258269.960772 + Penalty 3065.830271 = -1255204.130501
  nChanged 2
		SP:Iteration 39Q (8624.900000 sec): 3 clusters
  Score: Raw -1258270.707916 + Penalty 3065.830271 = -1255204.877645
  nChanged 2
		SP:Iteration 40F (8624.930000 sec): 3 clusters
  Score: Raw -1258271.142880 + Penalty 3065.830271 = -1255205.312609
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8624.950000 sec): 2 clusters
  Score: Raw -323897.681965 + Penalty 1322.943341 = -322574.738624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8624.960000 sec): 3 clusters
  Score: Raw -322235.707509 + Penalty 2645.886683 = -319589.820826
  nChanged 1357
		SP:Iteration 1F (8624.970000 sec): 3 clusters
  Score: Raw -323111.402661 + Penalty 2645.886683 = -320465.515978
  nChanged 292
		SP:Iteration 2F (8624.980000 sec): 3 clusters
  Score: Raw -323319.470005 + Penalty 2645.886683 = -320673.583322
  nChanged 204
		SP:Iteration 3F (8624.980000 sec): 3 clusters
  Score: Raw -323455.780687 + Penalty 2645.886683 = -320809.894004
  nChanged 156
		SP:Iteration 4Q (8624.990000 sec): 3 clusters
  Score: Raw -323567.658700 + Penalty 2645.886683 = -320921.772017
  nChanged 149
		SP:Iteration 5Q (8625.000000 sec): 3 clusters
  Score: Raw -323682.380185 + Penalty 2645.886683 = -321036.493502
  nChanged 144
		SP:Iteration 6Q (8625.010000 sec): 3 clusters
  Score: Raw -323798.797691 + Penalty 2645.886683 = -321152.911008
  nChanged 129
		SP:Iteration 7Q (8625.020000 sec): 3 clusters
  Score: Raw -323886.921417 + Penalty 2645.886683 = -321241.034735
  nChanged 102
		SP:Iteration 8Q (8625.020000 sec): 3 clusters
  Score: Raw -323963.756628 + Penalty 2645.886683 = -321317.869945
  nChanged 81
		SP:Iteration 9Q (8625.030000 sec): 3 clusters
  Score: Raw -324023.768372 + Penalty 2645.886683 = -321377.881690
  nChanged 80
		SP:Iteration 10Q (8625.040000 sec): 3 clusters
  Score: Raw -324086.635720 + Penalty 2645.886683 = -321440.749037
  nChanged 71
		SP:Iteration 11Q (8625.050000 sec): 3 clusters
  Score: Raw -324148.598605 + Penalty 2645.886683 = -321502.711923
  nChanged 69
		SP:Iteration 12Q (8625.060000 sec): 3 clusters
  Score: Raw -324203.560856 + Penalty 2645.886683 = -321557.674173
  nChanged 63
		SP:Iteration 13Q (8625.060000 sec): 3 clusters
  Score: Raw -324262.794046 + Penalty 2645.886683 = -321616.907363
  nChanged 58
		SP:Iteration 14Q (8625.070000 sec): 3 clusters
  Score: Raw -324324.831802 + Penalty 2645.886683 = -321678.945119
  nChanged 63
		SP:Iteration 15Q (8625.080000 sec): 3 clusters
  Score: Raw -324405.642487 + Penalty 2645.886683 = -321759.755804
  nChanged 52
		SP:Iteration 16Q (8625.080000 sec): 3 clusters
  Score: Raw -324465.340333 + Penalty 2645.886683 = -321819.453650
  nChanged 45
		SP:Iteration 17Q (8625.090000 sec): 3 clusters
  Score: Raw -324505.844048 + Penalty 2645.886683 = -321859.957365
  nChanged 28
		SP:Iteration 18Q (8625.100000 sec): 3 clusters
  Score: Raw -324526.792778 + Penalty 2645.886683 = -321880.906095
  nChanged 18
		SP:Iteration 19Q (8625.100000 sec): 3 clusters
  Score: Raw -324543.629832 + Penalty 2645.886683 = -321897.743149
  nChanged 14
		SP:Iteration 20F (8625.110000 sec): 3 clusters
  Score: Raw -324551.971895 + Penalty 2645.886683 = -321906.085212
  nChanged 13
		SP:Iteration 21Q (8625.120000 sec): 3 clusters
  Score: Raw -324561.334258 + Penalty 2645.886683 = -321915.447575
  nChanged 8
		SP:Iteration 22Q (8625.120000 sec): 3 clusters
  Score: Raw -324564.743238 + Penalty 2645.886683 = -321918.856555
  nChanged 3
		SP:Iteration 23Q (8625.130000 sec): 3 clusters
  Score: Raw -324565.444705 + Penalty 2645.886683 = -321919.558022
  nChanged 1
		SP:Iteration 24Q (8625.140000 sec): 3 clusters
  Score: Raw -324565.822852 + Penalty 2645.886683 = -321919.936169
  nChanged 0
		SP:Iteration 25F (8625.150000 sec): 3 clusters
  Score: Raw -324565.822852 + Penalty 2645.886683 = -321919.936169
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (18482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8625.200000 sec): 2 clusters
  Score: Raw -1760442.994487 + Penalty 1596.489792 = -1758846.504696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8625.250000 sec): 3 clusters
  Score: Raw -1749331.735515 + Penalty 3192.979583 = -1746138.755931
  nChanged 8406
		SP:Iteration 1F (8625.290000 sec): 3 clusters
  Score: Raw -1753975.824443 + Penalty 3192.979583 = -1750782.844860
  nChanged 952
		SP:Iteration 2F (8625.340000 sec): 3 clusters
  Score: Raw -1754281.859244 + Penalty 3192.979583 = -1751088.879660
  nChanged 813
		SP:Iteration 3Q (8625.380000 sec): 3 clusters
  Score: Raw -1754552.941503 + Penalty 3192.979583 = -1751359.961920
  nChanged 769
		SP:Iteration 4Q (8625.430000 sec): 3 clusters
  Score: Raw -1754852.779863 + Penalty 3192.979583 = -1751659.800279
  nChanged 777
		SP:Iteration 5Q (8625.480000 sec): 3 clusters
  Score: Raw -1755226.747135 + Penalty 3192.979583 = -1752033.767551
  nChanged 868
		SP:Iteration 6Q (8625.520000 sec): 3 clusters
  Score: Raw -1755707.484725 + Penalty 3192.979583 = -1752514.505141
  nChanged 921
		SP:Iteration 7Q (8625.570000 sec): 3 clusters
  Score: Raw -1756282.531245 + Penalty 3192.979583 = -1753089.551661
  nChanged 977
		SP:Iteration 8F (8625.610000 sec): 3 clusters
  Score: Raw -1756989.903259 + Penalty 3192.979583 = -1753796.923676
  nChanged 1024
		SP:Iteration 9F (8625.660000 sec): 3 clusters
  Score: Raw -1757696.937259 + Penalty 3192.979583 = -1754503.957676
  nChanged 941
		SP:Iteration 10F (8625.700000 sec): 3 clusters
  Score: Raw -1758267.760113 + Penalty 3192.979583 = -1755074.780529
  nChanged 809
		SP:Iteration 11Q (8625.740000 sec): 3 clusters
  Score: Raw -1758673.821739 + Penalty 3192.979583 = -1755480.842155
  nChanged 655
		SP:Iteration 12Q (8625.790000 sec): 3 clusters
  Score: Raw -1758978.778121 + Penalty 3192.979583 = -1755785.798538
  nChanged 541
		SP:Iteration 13Q (8625.830000 sec): 3 clusters
  Score: Raw -1759228.930007 + Penalty 3192.979583 = -1756035.950424
  nChanged 467
		SP:Iteration 14Q (8625.880000 sec): 3 clusters
  Score: Raw -1759470.539536 + Penalty 3192.979583 = -1756277.559953
  nChanged 462
		SP:Iteration 15Q (8625.920000 sec): 3 clusters
  Score: Raw -1759704.314470 + Penalty 3192.979583 = -1756511.334886
  nChanged 448
		SP:Iteration 16Q (8625.960000 sec): 3 clusters
  Score: Raw -1759929.428704 + Penalty 3192.979583 = -1756736.449120
  nChanged 407
		SP:Iteration 17Q (8626.010000 sec): 3 clusters
  Score: Raw -1760146.014486 + Penalty 3192.979583 = -1756953.034902
  nChanged 390
		SP:Iteration 18Q (8626.050000 sec): 3 clusters
  Score: Raw -1760340.981027 + Penalty 3192.979583 = -1757148.001444
  nChanged 379
		SP:Iteration 19Q (8626.090000 sec): 3 clusters
  Score: Raw -1760525.318312 + Penalty 3192.979583 = -1757332.338728
  nChanged 374
		SP:Iteration 20F (8626.140000 sec): 3 clusters
  Score: Raw -1760697.199709 + Penalty 3192.979583 = -1757504.220125
  nChanged 312
		SP:Iteration 21Q (8626.180000 sec): 3 clusters
  Score: Raw -1760827.146187 + Penalty 3192.979583 = -1757634.166604
  nChanged 290
		SP:Iteration 22Q (8626.220000 sec): 3 clusters
  Score: Raw -1760946.538051 + Penalty 3192.979583 = -1757753.558467
  nChanged 248
		SP:Iteration 23Q (8626.260000 sec): 3 clusters
  Score: Raw -1761048.227881 + Penalty 3192.979583 = -1757855.248297
  nChanged 222
		SP:Iteration 24Q (8626.300000 sec): 3 clusters
  Score: Raw -1761137.690592 + Penalty 3192.979583 = -1757944.711009
  nChanged 201
		SP:Iteration 25Q (8626.340000 sec): 3 clusters
  Score: Raw -1761223.160263 + Penalty 3192.979583 = -1758030.180680
  nChanged 231
		SP:Iteration 26Q (8626.380000 sec): 3 clusters
  Score: Raw -1761336.107899 + Penalty 3192.979583 = -1758143.128315
  nChanged 220
		SP:Iteration 27Q (8626.420000 sec): 3 clusters
  Score: Raw -1761449.836712 + Penalty 3192.979583 = -1758256.857128
  nChanged 195
		SP:Iteration 28Q (8626.460000 sec): 3 clusters
  Score: Raw -1761544.816931 + Penalty 3192.979583 = -1758351.837347
  nChanged 181
		SP:Iteration 29Q (8626.500000 sec): 3 clusters
  Score: Raw -1761641.701717 + Penalty 3192.979583 = -1758448.722133
  nChanged 172
		SP:Iteration 30Q (8626.530000 sec): 3 clusters
  Score: Raw -1761735.647282 + Penalty 3192.979583 = -1758542.667699
  nChanged 144
		SP:Iteration 31Q (8626.570000 sec): 3 clusters
  Score: Raw -1761803.883302 + Penalty 3192.979583 = -1758610.903719
  nChanged 123
		SP:Iteration 32Q (8626.610000 sec): 3 clusters
  Score: Raw -1761859.169650 + Penalty 3192.979583 = -1758666.190067
  nChanged 108
		SP:Iteration 33Q (8626.640000 sec): 3 clusters
  Score: Raw -1761901.440449 + Penalty 3192.979583 = -1758708.460866
  nChanged 91
		SP:Iteration 34Q (8626.680000 sec): 3 clusters
  Score: Raw -1761932.483718 + Penalty 3192.979583 = -1758739.504134
  nChanged 68
		SP:Iteration 35Q (8626.720000 sec): 3 clusters
  Score: Raw -1761956.904761 + Penalty 3192.979583 = -1758763.925177
  nChanged 51
		SP:Iteration 36Q (8626.750000 sec): 3 clusters
  Score: Raw -1761971.318095 + Penalty 3192.979583 = -1758778.338512
  nChanged 46
		SP:Iteration 37Q (8626.790000 sec): 3 clusters
  Score: Raw -1761982.729960 + Penalty 3192.979583 = -1758789.750376
  nChanged 35
		SP:Iteration 38Q (8626.830000 sec): 3 clusters
  Score: Raw -1761990.790275 + Penalty 3192.979583 = -1758797.810691
  nChanged 28
		SP:Iteration 39Q (8626.860000 sec): 3 clusters
  Score: Raw -1761997.594031 + Penalty 3192.979583 = -1758804.614447
  nChanged 28
		SP:Iteration 40F (8626.910000 sec): 3 clusters
  Score: Raw -1762003.223164 + Penalty 3192.979583 = -1758810.243581
  nChanged 21
		SP:Iteration 41Q (8626.940000 sec): 3 clusters
  Score: Raw -1762008.209154 + Penalty 3192.979583 = -1758815.229571
  nChanged 19
		SP:Iteration 42Q (8626.980000 sec): 3 clusters
  Score: Raw -1762012.452903 + Penalty 3192.979583 = -1758819.473320
  nChanged 18
		SP:Iteration 43Q (8627.020000 sec): 3 clusters
  Score: Raw -1762015.222733 + Penalty 3192.979583 = -1758822.243149
  nChanged 9
		SP:Iteration 44Q (8627.060000 sec): 3 clusters
  Score: Raw -1762016.662214 + Penalty 3192.979583 = -1758823.682631
  nChanged 9
		SP:Iteration 45Q (8627.090000 sec): 3 clusters
  Score: Raw -1762018.073916 + Penalty 3192.979583 = -1758825.094333
  nChanged 7
		SP:Iteration 46Q (8627.130000 sec): 3 clusters
  Score: Raw -1762018.781918 + Penalty 3192.979583 = -1758825.802334
  nChanged 5
		SP:Iteration 47Q (8627.160000 sec): 3 clusters
  Score: Raw -1762019.611915 + Penalty 3192.979583 = -1758826.632332
  nChanged 5
		SP:Iteration 48Q (8627.200000 sec): 3 clusters
  Score: Raw -1762020.127308 + Penalty 3192.979583 = -1758827.147725
  nChanged 3
		SP:Iteration 49Q (8627.230000 sec): 3 clusters
  Score: Raw -1762020.318104 + Penalty 3192.979583 = -1758827.338520
  nChanged 0
		SP:Iteration 50F (8627.280000 sec): 3 clusters
  Score: Raw -1762020.318104 + Penalty 3192.979583 = -1758827.338520
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8627.310000 sec): 2 clusters
  Score: Raw -1220656.479358 + Penalty 1524.373179 = -1219132.106179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8627.340000 sec): 3 clusters
  Score: Raw -1213841.220554 + Penalty 3048.746358 = -1210792.474196
  nChanged 5182
		SP:Iteration 1F (8627.360000 sec): 3 clusters
  Score: Raw -1216639.370466 + Penalty 3048.746358 = -1213590.624108
  nChanged 623
		SP:Iteration 2F (8627.390000 sec): 3 clusters
  Score: Raw -1216862.444378 + Penalty 3048.746358 = -1213813.698020
  nChanged 502
		SP:Iteration 3Q (8627.420000 sec): 3 clusters
  Score: Raw -1217015.469536 + Penalty 3048.746358 = -1213966.723178
  nChanged 415
		SP:Iteration 4Q (8627.450000 sec): 3 clusters
  Score: Raw -1217136.091165 + Penalty 3048.746358 = -1214087.344807
  nChanged 338
		SP:Iteration 5Q (8627.480000 sec): 3 clusters
  Score: Raw -1217242.528054 + Penalty 3048.746358 = -1214193.781696
  nChanged 341
		SP:Iteration 6Q (8627.500000 sec): 3 clusters
  Score: Raw -1217362.087260 + Penalty 3048.746358 = -1214313.340902
  nChanged 350
		SP:Iteration 7Q (8627.530000 sec): 3 clusters
  Score: Raw -1217499.268269 + Penalty 3048.746358 = -1214450.521911
  nChanged 351
		SP:Iteration 8Q (8627.560000 sec): 3 clusters
  Score: Raw -1217647.133309 + Penalty 3048.746358 = -1214598.386951
  nChanged 382
		SP:Iteration 9Q (8627.590000 sec): 3 clusters
  Score: Raw -1217818.682451 + Penalty 3048.746358 = -1214769.936093
  nChanged 374
		SP:Iteration 10Q (8627.620000 sec): 3 clusters
  Score: Raw -1218021.070407 + Penalty 3048.746358 = -1214972.324049
  nChanged 410
		SP:Iteration 11Q (8627.640000 sec): 3 clusters
  Score: Raw -1218253.332106 + Penalty 3048.746358 = -1215204.585748
  nChanged 478
		SP:Iteration 12Q (8627.670000 sec): 3 clusters
  Score: Raw -1218534.618896 + Penalty 3048.746358 = -1215485.872538
  nChanged 526
		SP:Iteration 13Q (8627.700000 sec): 3 clusters
  Score: Raw -1218820.848682 + Penalty 3048.746358 = -1215772.102324
  nChanged 548
		SP:Iteration 14Q (8627.720000 sec): 3 clusters
  Score: Raw -1219109.892661 + Penalty 3048.746358 = -1216061.146303
  nChanged 499
		SP:Iteration 15Q (8627.750000 sec): 3 clusters
  Score: Raw -1219346.146764 + Penalty 3048.746358 = -1216297.400406
  nChanged 416
		SP:Iteration 16Q (8627.780000 sec): 3 clusters
  Score: Raw -1219532.273960 + Penalty 3048.746358 = -1216483.527602
  nChanged 366
		SP:Iteration 17Q (8627.810000 sec): 3 clusters
  Score: Raw -1219690.399802 + Penalty 3048.746358 = -1216641.653444
  nChanged 318
		SP:Iteration 18Q (8627.830000 sec): 3 clusters
  Score: Raw -1219822.007040 + Penalty 3048.746358 = -1216773.260682
  nChanged 295
		SP:Iteration 19Q (8627.860000 sec): 3 clusters
  Score: Raw -1219960.724823 + Penalty 3048.746358 = -1216911.978465
  nChanged 303
		SP:Iteration 20F (8627.890000 sec): 3 clusters
  Score: Raw -1220136.841815 + Penalty 3048.746358 = -1217088.095458
  nChanged 317
		SP:Iteration 21Q (8627.920000 sec): 3 clusters
  Score: Raw -1220349.420396 + Penalty 3048.746358 = -1217300.674038
  nChanged 362
		SP:Iteration 22Q (8627.940000 sec): 3 clusters
  Score: Raw -1220622.521980 + Penalty 3048.746358 = -1217573.775622
  nChanged 311
		SP:Iteration 23Q (8627.970000 sec): 3 clusters
  Score: Raw -1220860.117711 + Penalty 3048.746358 = -1217811.371353
  nChanged 283
		SP:Iteration 24Q (8628.000000 sec): 3 clusters
  Score: Raw -1221049.536888 + Penalty 3048.746358 = -1218000.790530
  nChanged 237
		SP:Iteration 25Q (8628.020000 sec): 3 clusters
  Score: Raw -1221197.980383 + Penalty 3048.746358 = -1218149.234025
  nChanged 193
		SP:Iteration 26Q (8628.050000 sec): 3 clusters
  Score: Raw -1221297.076310 + Penalty 3048.746358 = -1218248.329952
  nChanged 149
		SP:Iteration 27Q (8628.070000 sec): 3 clusters
  Score: Raw -1221371.704090 + Penalty 3048.746358 = -1218322.957732
  nChanged 130
		SP:Iteration 28Q (8628.100000 sec): 3 clusters
  Score: Raw -1221421.077768 + Penalty 3048.746358 = -1218372.331410
  nChanged 103
		SP:Iteration 29Q (8628.120000 sec): 3 clusters
  Score: Raw -1221459.247045 + Penalty 3048.746358 = -1218410.500687
  nChanged 78
		SP:Iteration 30Q (8628.140000 sec): 3 clusters
  Score: Raw -1221481.830471 + Penalty 3048.746358 = -1218433.084113
  nChanged 58
		SP:Iteration 31Q (8628.170000 sec): 3 clusters
  Score: Raw -1221495.390998 + Penalty 3048.746358 = -1218446.644641
  nChanged 41
		SP:Iteration 32Q (8628.190000 sec): 3 clusters
  Score: Raw -1221504.690880 + Penalty 3048.746358 = -1218455.944522
  nChanged 41
		SP:Iteration 33Q (8628.220000 sec): 3 clusters
  Score: Raw -1221515.576840 + Penalty 3048.746358 = -1218466.830482
  nChanged 44
		SP:Iteration 34Q (8628.240000 sec): 3 clusters
  Score: Raw -1221526.055496 + Penalty 3048.746358 = -1218477.309139
  nChanged 32
		SP:Iteration 35Q (8628.260000 sec): 3 clusters
  Score: Raw -1221531.974526 + Penalty 3048.746358 = -1218483.228168
  nChanged 15
		SP:Iteration 36Q (8628.280000 sec): 3 clusters
  Score: Raw -1221534.218969 + Penalty 3048.746358 = -1218485.472611
  nChanged 12
		SP:Iteration 37Q (8628.310000 sec): 3 clusters
  Score: Raw -1221536.921123 + Penalty 3048.746358 = -1218488.174765
  nChanged 14
		SP:Iteration 38Q (8628.330000 sec): 3 clusters
  Score: Raw -1221539.136693 + Penalty 3048.746358 = -1218490.390335
  nChanged 12
		SP:Iteration 39Q (8628.350000 sec): 3 clusters
  Score: Raw -1221540.700606 + Penalty 3048.746358 = -1218491.954248
  nChanged 5
		SP:Iteration 40F (8628.380000 sec): 3 clusters
  Score: Raw -1221541.052094 + Penalty 3048.746358 = -1218492.305737
  nChanged 3
		SP:Iteration 41Q (8628.400000 sec): 3 clusters
  Score: Raw -1221541.336776 + Penalty 3048.746358 = -1218492.590418
  nChanged 3
		SP:Iteration 42Q (8628.430000 sec): 3 clusters
  Score: Raw -1221541.736434 + Penalty 3048.746358 = -1218492.990076
  nChanged 1
		SP:Iteration 43Q (8628.450000 sec): 3 clusters
  Score: Raw -1221541.854134 + Penalty 3048.746358 = -1218493.107776
  nChanged 0
		SP:Iteration 44F (8628.480000 sec): 3 clusters
  Score: Raw -1221541.854134 + Penalty 3048.746358 = -1218493.107776
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8628.490000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8628.500000 sec): 3 clusters
  Score: Raw -146942.998106 + Penalty 2377.662139 = -144565.335967
  nChanged 508
		SP:Iteration 1F (8628.500000 sec): 3 clusters
  Score: Raw -147327.294390 + Penalty 2377.662139 = -144949.632251
  nChanged 137
		SP:Iteration 2F (8628.500000 sec): 3 clusters
  Score: Raw -147453.968857 + Penalty 2377.662139 = -145076.306718
  nChanged 73
		SP:Iteration 3Q (8628.510000 sec): 3 clusters
  Score: Raw -147528.062976 + Penalty 2377.662139 = -145150.400837
  nChanged 50
		SP:Iteration 4Q (8628.510000 sec): 3 clusters
  Score: Raw -147569.995528 + Penalty 2377.662139 = -145192.333389
  nChanged 43
		SP:Iteration 5Q (8628.520000 sec): 3 clusters
  Score: Raw -147609.049676 + Penalty 2377.662139 = -145231.387537
  nChanged 41
		SP:Iteration 6Q (8628.520000 sec): 3 clusters
  Score: Raw -147642.157016 + Penalty 2377.662139 = -145264.494877
  nChanged 32
		SP:Iteration 7Q (8628.520000 sec): 3 clusters
  Score: Raw -147672.100523 + Penalty 2377.662139 = -145294.438384
  nChanged 37
		SP:Iteration 8Q (8628.520000 sec): 3 clusters
  Score: Raw -147712.286396 + Penalty 2377.662139 = -145334.624257
  nChanged 39
		SP:Iteration 9Q (8628.530000 sec): 3 clusters
  Score: Raw -147747.363154 + Penalty 2377.662139 = -145369.701015
  nChanged 35
		SP:Iteration 10Q (8628.530000 sec): 3 clusters
  Score: Raw -147785.444153 + Penalty 2377.662139 = -145407.782014
  nChanged 30
		SP:Iteration 11Q (8628.540000 sec): 3 clusters
  Score: Raw -147809.292156 + Penalty 2377.662139 = -145431.630017
  nChanged 24
		SP:Iteration 12Q (8628.540000 sec): 3 clusters
  Score: Raw -147830.573341 + Penalty 2377.662139 = -145452.911202
  nChanged 18
		SP:Iteration 13Q (8628.540000 sec): 3 clusters
  Score: Raw -147854.181355 + Penalty 2377.662139 = -145476.519216
  nChanged 22
		SP:Iteration 14Q (8628.540000 sec): 3 clusters
  Score: Raw -147879.832909 + Penalty 2377.662139 = -145502.170770
  nChanged 24
		SP:Iteration 15Q (8628.550000 sec): 3 clusters
  Score: Raw -147911.394626 + Penalty 2377.662139 = -145533.732487
  nChanged 24
		SP:Iteration 16Q (8628.550000 sec): 3 clusters
  Score: Raw -147941.694075 + Penalty 2377.662139 = -145564.031936
  nChanged 26
		SP:Iteration 17Q (8628.550000 sec): 3 clusters
  Score: Raw -147973.097799 + Penalty 2377.662139 = -145595.435660
  nChanged 21
		SP:Iteration 18Q (8628.560000 sec): 3 clusters
  Score: Raw -148002.296292 + Penalty 2377.662139 = -145624.634153
  nChanged 24
		SP:Iteration 19Q (8628.560000 sec): 3 clusters
  Score: Raw -148025.740512 + Penalty 2377.662139 = -145648.078373
  nChanged 14
		SP:Iteration 20F (8628.560000 sec): 3 clusters
  Score: Raw -148041.243786 + Penalty 2377.662139 = -145663.581647
  nChanged 16
		SP:Iteration 21Q (8628.570000 sec): 3 clusters
  Score: Raw -148053.569492 + Penalty 2377.662139 = -145675.907353
  nChanged 9
		SP:Iteration 22Q (8628.570000 sec): 3 clusters
  Score: Raw -148060.085423 + Penalty 2377.662139 = -145682.423284
  nChanged 10
		SP:Iteration 23Q (8628.570000 sec): 3 clusters
  Score: Raw -148065.778124 + Penalty 2377.662139 = -145688.115985
  nChanged 9
		SP:Iteration 24Q (8628.580000 sec): 3 clusters
  Score: Raw -148071.053010 + Penalty 2377.662139 = -145693.390871
  nChanged 8
		SP:Iteration 25Q (8628.580000 sec): 3 clusters
  Score: Raw -148074.997883 + Penalty 2377.662139 = -145697.335744
  nChanged 5
		SP:Iteration 26Q (8628.580000 sec): 3 clusters
  Score: Raw -148077.521651 + Penalty 2377.662139 = -145699.859512
  nChanged 2
		SP:Iteration 27Q (8628.580000 sec): 3 clusters
  Score: Raw -148078.985833 + Penalty 2377.662139 = -145701.323694
  nChanged 2
		SP:Iteration 28Q (8628.590000 sec): 3 clusters
  Score: Raw -148081.067807 + Penalty 2377.662139 = -145703.405668
  nChanged 3
		SP:Iteration 29Q (8628.590000 sec): 3 clusters
  Score: Raw -148082.207478 + Penalty 2377.662139 = -145704.545339
  nChanged 1
		SP:Iteration 30Q (8628.600000 sec): 3 clusters
  Score: Raw -148083.525913 + Penalty 2377.662139 = -145705.863774
  nChanged 0
		SP:Iteration 31F (8628.600000 sec): 3 clusters
  Score: Raw -148083.525913 + Penalty 2377.662139 = -145705.863774
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8628.610000 sec): 2 clusters
  Score: Raw -223226.125873 + Penalty 1272.314938 = -221953.810935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8628.610000 sec): 3 clusters
  Score: Raw -222132.963160 + Penalty 2544.629876 = -219588.333283
  nChanged 916
		SP:Iteration 1F (8628.620000 sec): 3 clusters
  Score: Raw -222977.837396 + Penalty 2544.629876 = -220433.207519
  nChanged 288
		SP:Iteration 2F (8628.620000 sec): 3 clusters
  Score: Raw -223389.300942 + Penalty 2544.629876 = -220844.671066
  nChanged 197
		SP:Iteration 3F (8628.630000 sec): 3 clusters
  Score: Raw -223652.843672 + Penalty 2544.629876 = -221108.213796
  nChanged 161
		SP:Iteration 4F (8628.640000 sec): 3 clusters
  Score: Raw -223854.090585 + Penalty 2544.629876 = -221309.460709
  nChanged 127
		SP:Iteration 5F (8628.640000 sec): 3 clusters
  Score: Raw -224014.925956 + Penalty 2544.629876 = -221470.296080
  nChanged 108
		SP:Iteration 6Q (8628.650000 sec): 3 clusters
  Score: Raw -224124.860427 + Penalty 2544.629876 = -221580.230551
  nChanged 73
		SP:Iteration 7Q (8628.660000 sec): 3 clusters
  Score: Raw -224228.776408 + Penalty 2544.629876 = -221684.146532
  nChanged 71
		SP:Iteration 8Q (8628.660000 sec): 3 clusters
  Score: Raw -224297.886933 + Penalty 2544.629876 = -221753.257057
  nChanged 50
		SP:Iteration 9Q (8628.660000 sec): 3 clusters
  Score: Raw -224343.338047 + Penalty 2544.629876 = -221798.708171
  nChanged 41
		SP:Iteration 10Q (8628.670000 sec): 3 clusters
  Score: Raw -224371.130471 + Penalty 2544.629876 = -221826.500595
  nChanged 22
		SP:Iteration 11Q (8628.680000 sec): 3 clusters
  Score: Raw -224386.371143 + Penalty 2544.629876 = -221841.741266
  nChanged 14
		SP:Iteration 12Q (8628.680000 sec): 3 clusters
  Score: Raw -224392.376961 + Penalty 2544.629876 = -221847.747084
  nChanged 7
		SP:Iteration 13Q (8628.690000 sec): 3 clusters
  Score: Raw -224395.860479 + Penalty 2544.629876 = -221851.230603
  nChanged 5
		SP:Iteration 14Q (8628.690000 sec): 3 clusters
  Score: Raw -224398.129210 + Penalty 2544.629876 = -221853.499334
  nChanged 3
		SP:Iteration 15Q (8628.700000 sec): 3 clusters
  Score: Raw -224399.700379 + Penalty 2544.629876 = -221855.070502
  nChanged 1
		SP:Iteration 16Q (8628.700000 sec): 3 clusters
  Score: Raw -224400.073797 + Penalty 2544.629876 = -221855.443921
  nChanged 0
		SP:Iteration 17F (8628.710000 sec): 3 clusters
  Score: Raw -224400.073797 + Penalty 2544.629876 = -221855.443921
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8628.730000 sec): 2 clusters
  Score: Raw -636527.862954 + Penalty 1426.327709 = -635101.535245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8628.740000 sec): 3 clusters
  Score: Raw -633051.766092 + Penalty 2852.655418 = -630199.110674
  nChanged 2697
		SP:Iteration 1F (8628.760000 sec): 3 clusters
  Score: Raw -634471.247524 + Penalty 2852.655418 = -631618.592106
  nChanged 420
		SP:Iteration 2F (8628.770000 sec): 3 clusters
  Score: Raw -634691.630373 + Penalty 2852.655418 = -631838.974955
  nChanged 339
		SP:Iteration 3F (8628.790000 sec): 3 clusters
  Score: Raw -634875.856951 + Penalty 2852.655418 = -632023.201533
  nChanged 303
		SP:Iteration 4Q (8628.800000 sec): 3 clusters
  Score: Raw -635033.312357 + Penalty 2852.655418 = -632180.656938
  nChanged 262
		SP:Iteration 5Q (8628.820000 sec): 3 clusters
  Score: Raw -635178.786468 + Penalty 2852.655418 = -632326.131050
  nChanged 261
		SP:Iteration 6Q (8628.830000 sec): 3 clusters
  Score: Raw -635330.360995 + Penalty 2852.655418 = -632477.705576
  nChanged 248
		SP:Iteration 7Q (8628.850000 sec): 3 clusters
  Score: Raw -635477.477194 + Penalty 2852.655418 = -632624.821775
  nChanged 237
		SP:Iteration 8Q (8628.860000 sec): 3 clusters
  Score: Raw -635633.133789 + Penalty 2852.655418 = -632780.478371
  nChanged 217
		SP:Iteration 9Q (8628.880000 sec): 3 clusters
  Score: Raw -635749.469393 + Penalty 2852.655418 = -632896.813975
  nChanged 197
		SP:Iteration 10Q (8628.890000 sec): 3 clusters
  Score: Raw -635855.753355 + Penalty 2852.655418 = -633003.097937
  nChanged 183
		SP:Iteration 11Q (8628.910000 sec): 3 clusters
  Score: Raw -635952.362529 + Penalty 2852.655418 = -633099.707111
  nChanged 176
		SP:Iteration 12Q (8628.920000 sec): 3 clusters
  Score: Raw -636059.709845 + Penalty 2852.655418 = -633207.054427
  nChanged 155
		SP:Iteration 13Q (8628.940000 sec): 3 clusters
  Score: Raw -636143.029250 + Penalty 2852.655418 = -633290.373832
  nChanged 131
		SP:Iteration 14Q (8628.960000 sec): 3 clusters
  Score: Raw -636213.528980 + Penalty 2852.655418 = -633360.873562
  nChanged 135
		SP:Iteration 15Q (8628.970000 sec): 3 clusters
  Score: Raw -636281.597981 + Penalty 2852.655418 = -633428.942563
  nChanged 105
		SP:Iteration 16Q (8628.980000 sec): 3 clusters
  Score: Raw -636328.164709 + Penalty 2852.655418 = -633475.509291
  nChanged 92
		SP:Iteration 17Q (8629.000000 sec): 3 clusters
  Score: Raw -636363.800259 + Penalty 2852.655418 = -633511.144841
  nChanged 80
		SP:Iteration 18Q (8629.010000 sec): 3 clusters
  Score: Raw -636392.596261 + Penalty 2852.655418 = -633539.940843
  nChanged 72
		SP:Iteration 19Q (8629.020000 sec): 3 clusters
  Score: Raw -636417.655756 + Penalty 2852.655418 = -633565.000338
  nChanged 77
		SP:Iteration 20F (8629.040000 sec): 3 clusters
  Score: Raw -636450.665844 + Penalty 2852.655418 = -633598.010426
  nChanged 72
		SP:Iteration 21Q (8629.050000 sec): 3 clusters
  Score: Raw -636479.797957 + Penalty 2852.655418 = -633627.142539
  nChanged 59
		SP:Iteration 22Q (8629.060000 sec): 3 clusters
  Score: Raw -636503.032200 + Penalty 2852.655418 = -633650.376781
  nChanged 65
		SP:Iteration 23Q (8629.080000 sec): 3 clusters
  Score: Raw -636524.293715 + Penalty 2852.655418 = -633671.638297
  nChanged 49
		SP:Iteration 24Q (8629.090000 sec): 3 clusters
  Score: Raw -636545.059514 + Penalty 2852.655418 = -633692.404096
  nChanged 53
		SP:Iteration 25Q (8629.100000 sec): 3 clusters
  Score: Raw -636568.217980 + Penalty 2852.655418 = -633715.562561
  nChanged 48
		SP:Iteration 26Q (8629.120000 sec): 3 clusters
  Score: Raw -636590.271586 + Penalty 2852.655418 = -633737.616168
  nChanged 34
		SP:Iteration 27Q (8629.130000 sec): 3 clusters
  Score: Raw -636602.591603 + Penalty 2852.655418 = -633749.936184
  nChanged 34
		SP:Iteration 28Q (8629.140000 sec): 3 clusters
  Score: Raw -636615.504363 + Penalty 2852.655418 = -633762.848945
  nChanged 39
		SP:Iteration 29Q (8629.160000 sec): 3 clusters
  Score: Raw -636634.575197 + Penalty 2852.655418 = -633781.919778
  nChanged 55
		SP:Iteration 30Q (8629.170000 sec): 3 clusters
  Score: Raw -636658.067869 + Penalty 2852.655418 = -633805.412451
  nChanged 39
		SP:Iteration 31Q (8629.180000 sec): 3 clusters
  Score: Raw -636671.487645 + Penalty 2852.655418 = -633818.832227
  nChanged 36
		SP:Iteration 32Q (8629.200000 sec): 3 clusters
  Score: Raw -636685.128377 + Penalty 2852.655418 = -633832.472959
  nChanged 28
		SP:Iteration 33Q (8629.210000 sec): 3 clusters
  Score: Raw -636696.488819 + Penalty 2852.655418 = -633843.833401
  nChanged 26
		SP:Iteration 34Q (8629.220000 sec): 3 clusters
  Score: Raw -636709.684601 + Penalty 2852.655418 = -633857.029183
  nChanged 27
		SP:Iteration 35Q (8629.230000 sec): 3 clusters
  Score: Raw -636721.129838 + Penalty 2852.655418 = -633868.474420
  nChanged 28
		SP:Iteration 36Q (8629.240000 sec): 3 clusters
  Score: Raw -636731.929559 + Penalty 2852.655418 = -633879.274140
  nChanged 16
		SP:Iteration 37Q (8629.260000 sec): 3 clusters
  Score: Raw -636737.815681 + Penalty 2852.655418 = -633885.160263
  nChanged 11
		SP:Iteration 38Q (8629.270000 sec): 3 clusters
  Score: Raw -636742.314650 + Penalty 2852.655418 = -633889.659231
  nChanged 13
		SP:Iteration 39Q (8629.280000 sec): 3 clusters
  Score: Raw -636745.875411 + Penalty 2852.655418 = -633893.219993
  nChanged 9
		SP:Iteration 40F (8629.300000 sec): 3 clusters
  Score: Raw -636749.126315 + Penalty 2852.655418 = -633896.470897
  nChanged 13
		SP:Iteration 41Q (8629.310000 sec): 3 clusters
  Score: Raw -636753.455049 + Penalty 2852.655418 = -633900.799631
  nChanged 13
		SP:Iteration 42Q (8629.320000 sec): 3 clusters
  Score: Raw -636757.174859 + Penalty 2852.655418 = -633904.519441
  nChanged 7
		SP:Iteration 43Q (8629.340000 sec): 3 clusters
  Score: Raw -636760.608239 + Penalty 2852.655418 = -633907.952821
  nChanged 8
		SP:Iteration 44Q (8629.350000 sec): 3 clusters
  Score: Raw -636763.478637 + Penalty 2852.655418 = -633910.823218
  nChanged 4
		SP:Iteration 45Q (8629.360000 sec): 3 clusters
  Score: Raw -636764.717738 + Penalty 2852.655418 = -633912.062320
  nChanged 3
		SP:Iteration 46Q (8629.370000 sec): 3 clusters
  Score: Raw -636765.635872 + Penalty 2852.655418 = -633912.980454
  nChanged 3
		SP:Iteration 47Q (8629.380000 sec): 3 clusters
  Score: Raw -636766.954362 + Penalty 2852.655418 = -633914.298943
  nChanged 3
		SP:Iteration 48Q (8629.400000 sec): 3 clusters
  Score: Raw -636767.972487 + Penalty 2852.655418 = -633915.317069
  nChanged 2
		SP:Iteration 49Q (8629.410000 sec): 3 clusters
  Score: Raw -636768.809125 + Penalty 2852.655418 = -633916.153707
  nChanged 1
		SP:Iteration 50Q (8629.430000 sec): 3 clusters
  Score: Raw -636769.592675 + Penalty 2852.655418 = -633916.937257
  nChanged 3
		SP:Iteration 51Q (8629.440000 sec): 3 clusters
  Score: Raw -636770.709819 + Penalty 2852.655418 = -633918.054401
  nChanged 2
		SP:Iteration 52Q (8629.450000 sec): 3 clusters
  Score: Raw -636771.257556 + Penalty 2852.655418 = -633918.602137
  nChanged 2
		SP:Iteration 53Q (8629.460000 sec): 3 clusters
  Score: Raw -636772.036405 + Penalty 2852.655418 = -633919.380987
  nChanged 2
		SP:Iteration 54Q (8629.470000 sec): 3 clusters
  Score: Raw -636773.129425 + Penalty 2852.655418 = -633920.474007
  nChanged 3
		SP:Iteration 55Q (8629.490000 sec): 3 clusters
  Score: Raw -636773.933513 + Penalty 2852.655418 = -633921.278094
  nChanged 2
		SP:Iteration 56Q (8629.500000 sec): 3 clusters
  Score: Raw -636774.397843 + Penalty 2852.655418 = -633921.742425
  nChanged 0
		SP:Iteration 57F (8629.510000 sec): 3 clusters
  Score: Raw -636774.397843 + Penalty 2852.655418 = -633921.742425
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8629.530000 sec): 2 clusters
  Score: Raw -418450.793498 + Penalty 1357.863818 = -417092.929681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8629.540000 sec): 3 clusters
  Score: Raw -416309.041658 + Penalty 2715.727635 = -413593.314023
  nChanged 1697
		SP:Iteration 1F (8629.550000 sec): 3 clusters
  Score: Raw -417307.905252 + Penalty 2715.727635 = -414592.177617
  nChanged 311
		SP:Iteration 2F (8629.560000 sec): 3 clusters
  Score: Raw -417500.936623 + Penalty 2715.727635 = -414785.208987
  nChanged 236
		SP:Iteration 3F (8629.570000 sec): 3 clusters
  Score: Raw -417622.021245 + Penalty 2715.727635 = -414906.293610
  nChanged 182
		SP:Iteration 4Q (8629.580000 sec): 3 clusters
  Score: Raw -417718.037365 + Penalty 2715.727635 = -415002.309730
  nChanged 139
		SP:Iteration 5Q (8629.590000 sec): 3 clusters
  Score: Raw -417792.264881 + Penalty 2715.727635 = -415076.537246
  nChanged 134
		SP:Iteration 6Q (8629.600000 sec): 3 clusters
  Score: Raw -417859.623588 + Penalty 2715.727635 = -415143.895953
  nChanged 116
		SP:Iteration 7Q (8629.610000 sec): 3 clusters
  Score: Raw -417924.896452 + Penalty 2715.727635 = -415209.168817
  nChanged 112
		SP:Iteration 8Q (8629.620000 sec): 3 clusters
  Score: Raw -417990.243301 + Penalty 2715.727635 = -415274.515666
  nChanged 121
		SP:Iteration 9Q (8629.630000 sec): 3 clusters
  Score: Raw -418057.753454 + Penalty 2715.727635 = -415342.025819
  nChanged 109
		SP:Iteration 10Q (8629.640000 sec): 3 clusters
  Score: Raw -418113.121977 + Penalty 2715.727635 = -415397.394342
  nChanged 108
		SP:Iteration 11Q (8629.650000 sec): 3 clusters
  Score: Raw -418173.348863 + Penalty 2715.727635 = -415457.621228
  nChanged 105
		SP:Iteration 12Q (8629.660000 sec): 3 clusters
  Score: Raw -418233.002441 + Penalty 2715.727635 = -415517.274806
  nChanged 100
		SP:Iteration 13Q (8629.670000 sec): 3 clusters
  Score: Raw -418283.835231 + Penalty 2715.727635 = -415568.107596
  nChanged 94
		SP:Iteration 14Q (8629.680000 sec): 3 clusters
  Score: Raw -418333.636480 + Penalty 2715.727635 = -415617.908845
  nChanged 73
		SP:Iteration 15Q (8629.690000 sec): 3 clusters
  Score: Raw -418370.748704 + Penalty 2715.727635 = -415655.021068
  nChanged 54
		SP:Iteration 16Q (8629.700000 sec): 3 clusters
  Score: Raw -418399.207338 + Penalty 2715.727635 = -415683.479703
  nChanged 56
		SP:Iteration 17Q (8629.710000 sec): 3 clusters
  Score: Raw -418427.091674 + Penalty 2715.727635 = -415711.364039
  nChanged 59
		SP:Iteration 18Q (8629.720000 sec): 3 clusters
  Score: Raw -418453.343136 + Penalty 2715.727635 = -415737.615501
  nChanged 51
		SP:Iteration 19Q (8629.730000 sec): 3 clusters
  Score: Raw -418476.331799 + Penalty 2715.727635 = -415760.604164
  nChanged 45
		SP:Iteration 20F (8629.740000 sec): 3 clusters
  Score: Raw -418498.307998 + Penalty 2715.727635 = -415782.580363
  nChanged 31
		SP:Iteration 21Q (8629.750000 sec): 3 clusters
  Score: Raw -418510.183211 + Penalty 2715.727635 = -415794.455575
  nChanged 34
		SP:Iteration 22Q (8629.760000 sec): 3 clusters
  Score: Raw -418522.510982 + Penalty 2715.727635 = -415806.783347
  nChanged 26
		SP:Iteration 23Q (8629.770000 sec): 3 clusters
  Score: Raw -418531.313649 + Penalty 2715.727635 = -415815.586014
  nChanged 22
		SP:Iteration 24Q (8629.780000 sec): 3 clusters
  Score: Raw -418539.599266 + Penalty 2715.727635 = -415823.871631
  nChanged 25
		SP:Iteration 25Q (8629.790000 sec): 3 clusters
  Score: Raw -418548.651672 + Penalty 2715.727635 = -415832.924037
  nChanged 20
		SP:Iteration 26Q (8629.800000 sec): 3 clusters
  Score: Raw -418555.312719 + Penalty 2715.727635 = -415839.585084
  nChanged 22
		SP:Iteration 27Q (8629.810000 sec): 3 clusters
  Score: Raw -418564.369266 + Penalty 2715.727635 = -415848.641631
  nChanged 16
		SP:Iteration 28Q (8629.810000 sec): 3 clusters
  Score: Raw -418569.607012 + Penalty 2715.727635 = -415853.879377
  nChanged 16
		SP:Iteration 29Q (8629.830000 sec): 3 clusters
  Score: Raw -418574.115459 + Penalty 2715.727635 = -415858.387824
  nChanged 17
		SP:Iteration 30Q (8629.830000 sec): 3 clusters
  Score: Raw -418580.388547 + Penalty 2715.727635 = -415864.660912
  nChanged 12
		SP:Iteration 31Q (8629.850000 sec): 3 clusters
  Score: Raw -418584.698571 + Penalty 2715.727635 = -415868.970935
  nChanged 11
		SP:Iteration 32Q (8629.850000 sec): 3 clusters
  Score: Raw -418588.318963 + Penalty 2715.727635 = -415872.591327
  nChanged 11
		SP:Iteration 33Q (8629.860000 sec): 3 clusters
  Score: Raw -418591.137241 + Penalty 2715.727635 = -415875.409606
  nChanged 8
		SP:Iteration 34Q (8629.870000 sec): 3 clusters
  Score: Raw -418593.181180 + Penalty 2715.727635 = -415877.453545
  nChanged 7
		SP:Iteration 35Q (8629.880000 sec): 3 clusters
  Score: Raw -418594.777915 + Penalty 2715.727635 = -415879.050280
  nChanged 5
		SP:Iteration 36Q (8629.890000 sec): 3 clusters
  Score: Raw -418596.242489 + Penalty 2715.727635 = -415880.514853
  nChanged 6
		SP:Iteration 37Q (8629.900000 sec): 3 clusters
  Score: Raw -418597.708582 + Penalty 2715.727635 = -415881.980947
  nChanged 8
		SP:Iteration 38Q (8629.910000 sec): 3 clusters
  Score: Raw -418600.054552 + Penalty 2715.727635 = -415884.326917
  nChanged 8
		SP:Iteration 39Q (8629.920000 sec): 3 clusters
  Score: Raw -418603.353145 + Penalty 2715.727635 = -415887.625510
  nChanged 8
		SP:Iteration 40F (8629.930000 sec): 3 clusters
  Score: Raw -418606.066381 + Penalty 2715.727635 = -415890.338746
  nChanged 8
		SP:Iteration 41Q (8629.940000 sec): 3 clusters
  Score: Raw -418608.970200 + Penalty 2715.727635 = -415893.242565
  nChanged 9
		SP:Iteration 42Q (8629.950000 sec): 3 clusters
  Score: Raw -418612.655992 + Penalty 2715.727635 = -415896.928357
  nChanged 11
		SP:Iteration 43Q (8629.960000 sec): 3 clusters
  Score: Raw -418618.200813 + Penalty 2715.727635 = -415902.473178
  nChanged 8
		SP:Iteration 44Q (8629.970000 sec): 3 clusters
  Score: Raw -418620.522281 + Penalty 2715.727635 = -415904.794646
  nChanged 7
		SP:Iteration 45Q (8629.980000 sec): 3 clusters
  Score: Raw -418622.809572 + Penalty 2715.727635 = -415907.081937
  nChanged 6
		SP:Iteration 46Q (8629.990000 sec): 3 clusters
  Score: Raw -418624.557053 + Penalty 2715.727635 = -415908.829418
  nChanged 6
		SP:Iteration 47Q (8630.000000 sec): 3 clusters
  Score: Raw -418626.988806 + Penalty 2715.727635 = -415911.261171
  nChanged 2
		SP:Iteration 48Q (8630.010000 sec): 3 clusters
  Score: Raw -418627.563934 + Penalty 2715.727635 = -415911.836299
  nChanged 4
		SP:Iteration 49Q (8630.020000 sec): 3 clusters
  Score: Raw -418628.171188 + Penalty 2715.727635 = -415912.443553
  nChanged 1
		SP:Iteration 50Q (8630.030000 sec): 3 clusters
  Score: Raw -418628.319843 + Penalty 2715.727635 = -415912.592208
  nChanged 1
		SP:Iteration 51Q (8630.040000 sec): 3 clusters
  Score: Raw -418628.486396 + Penalty 2715.727635 = -415912.758761
  nChanged 0
		SP:Iteration 52F (8630.050000 sec): 3 clusters
  Score: Raw -418628.486396 + Penalty 2715.727635 = -415912.758761
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8630.060000 sec): 2 clusters
  Score: Raw -278407.455262 + Penalty 1299.565609 = -277107.889654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8630.070000 sec): 3 clusters
  Score: Raw -277001.528924 + Penalty 2599.131217 = -274402.397707
  nChanged 1150
		SP:Iteration 1F (8630.070000 sec): 3 clusters
  Score: Raw -277701.010135 + Penalty 2599.131217 = -275101.878918
  nChanged 249
		SP:Iteration 2F (8630.080000 sec): 3 clusters
  Score: Raw -277891.312360 + Penalty 2599.131217 = -275292.181143
  nChanged 182
		SP:Iteration 3F (8630.090000 sec): 3 clusters
  Score: Raw -278019.565877 + Penalty 2599.131217 = -275420.434660
  nChanged 137
		SP:Iteration 4Q (8630.090000 sec): 3 clusters
  Score: Raw -278112.534445 + Penalty 2599.131217 = -275513.403227
  nChanged 96
		SP:Iteration 5Q (8630.100000 sec): 3 clusters
  Score: Raw -278178.679923 + Penalty 2599.131217 = -275579.548705
  nChanged 89
		SP:Iteration 6Q (8630.110000 sec): 3 clusters
  Score: Raw -278228.748640 + Penalty 2599.131217 = -275629.617422
  nChanged 62
		SP:Iteration 7Q (8630.110000 sec): 3 clusters
  Score: Raw -278265.159036 + Penalty 2599.131217 = -275666.027818
  nChanged 68
		SP:Iteration 8Q (8630.120000 sec): 3 clusters
  Score: Raw -278308.953237 + Penalty 2599.131217 = -275709.822019
  nChanged 66
		SP:Iteration 9Q (8630.130000 sec): 3 clusters
  Score: Raw -278355.474199 + Penalty 2599.131217 = -275756.342982
  nChanged 60
		SP:Iteration 10Q (8630.130000 sec): 3 clusters
  Score: Raw -278390.579361 + Penalty 2599.131217 = -275791.448144
  nChanged 54
		SP:Iteration 11Q (8630.140000 sec): 3 clusters
  Score: Raw -278424.390413 + Penalty 2599.131217 = -275825.259195
  nChanged 57
		SP:Iteration 12Q (8630.150000 sec): 3 clusters
  Score: Raw -278452.667530 + Penalty 2599.131217 = -275853.536313
  nChanged 43
		SP:Iteration 13Q (8630.150000 sec): 3 clusters
  Score: Raw -278476.413584 + Penalty 2599.131217 = -275877.282366
  nChanged 39
		SP:Iteration 14Q (8630.160000 sec): 3 clusters
  Score: Raw -278496.051685 + Penalty 2599.131217 = -275896.920467
  nChanged 34
		SP:Iteration 15Q (8630.170000 sec): 3 clusters
  Score: Raw -278515.342259 + Penalty 2599.131217 = -275916.211041
  nChanged 27
		SP:Iteration 16Q (8630.180000 sec): 3 clusters
  Score: Raw -278533.332148 + Penalty 2599.131217 = -275934.200930
  nChanged 23
		SP:Iteration 17Q (8630.180000 sec): 3 clusters
  Score: Raw -278549.155127 + Penalty 2599.131217 = -275950.023909
  nChanged 29
		SP:Iteration 18Q (8630.190000 sec): 3 clusters
  Score: Raw -278568.807983 + Penalty 2599.131217 = -275969.676766
  nChanged 19
		SP:Iteration 19Q (8630.200000 sec): 3 clusters
  Score: Raw -278581.560205 + Penalty 2599.131217 = -275982.428988
  nChanged 15
		SP:Iteration 20F (8630.210000 sec): 3 clusters
  Score: Raw -278588.951625 + Penalty 2599.131217 = -275989.820407
  nChanged 7
		SP:Iteration 21Q (8630.210000 sec): 3 clusters
  Score: Raw -278591.672282 + Penalty 2599.131217 = -275992.541065
  nChanged 6
		SP:Iteration 22Q (8630.220000 sec): 3 clusters
  Score: Raw -278593.474566 + Penalty 2599.131217 = -275994.343349
  nChanged 2
		SP:Iteration 23Q (8630.230000 sec): 3 clusters
  Score: Raw -278594.324165 + Penalty 2599.131217 = -275995.192948
  nChanged 3
		SP:Iteration 24Q (8630.230000 sec): 3 clusters
  Score: Raw -278595.550350 + Penalty 2599.131217 = -275996.419133
  nChanged 4
		SP:Iteration 25Q (8630.240000 sec): 3 clusters
  Score: Raw -278596.505291 + Penalty 2599.131217 = -275997.374073
  nChanged 4
		SP:Iteration 26Q (8630.250000 sec): 3 clusters
  Score: Raw -278598.145769 + Penalty 2599.131217 = -275999.014551
  nChanged 4
		SP:Iteration 27Q (8630.250000 sec): 3 clusters
  Score: Raw -278599.818470 + Penalty 2599.131217 = -276000.687253
  nChanged 3
		SP:Iteration 28Q (8630.260000 sec): 3 clusters
  Score: Raw -278601.106108 + Penalty 2599.131217 = -276001.974890
  nChanged 4
		SP:Iteration 29Q (8630.270000 sec): 3 clusters
  Score: Raw -278602.231475 + Penalty 2599.131217 = -276003.100258
  nChanged 2
		SP:Iteration 30Q (8630.270000 sec): 3 clusters
  Score: Raw -278602.602552 + Penalty 2599.131217 = -276003.471334
  nChanged 2
		SP:Iteration 31Q (8630.280000 sec): 3 clusters
  Score: Raw -278603.245967 + Penalty 2599.131217 = -276004.114750
  nChanged 1
		SP:Iteration 32Q (8630.290000 sec): 3 clusters
  Score: Raw -278603.503931 + Penalty 2599.131217 = -276004.372713
  nChanged 0
		SP:Iteration 33F (8630.290000 sec): 3 clusters
  Score: Raw -278603.503931 + Penalty 2599.131217 = -276004.372713
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8630.360000 sec): 2 clusters
  Score: Raw -2384104.198730 + Penalty 1630.123447 = -2382474.075283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8630.420000 sec): 3 clusters
  Score: Raw -2370393.759756 + Penalty 3260.246893 = -2367133.512863
  nChanged 10327
		SP:Iteration 1F (8630.470000 sec): 3 clusters
  Score: Raw -2375990.087180 + Penalty 3260.246893 = -2372729.840287
  nChanged 1040
		SP:Iteration 2Q (8630.530000 sec): 3 clusters
  Score: Raw -2376368.071159 + Penalty 3260.246893 = -2373107.824265
  nChanged 1137
		SP:Iteration 3F (8630.590000 sec): 3 clusters
  Score: Raw -2376897.032312 + Penalty 3260.246893 = -2373636.785419
  nChanged 1367
		SP:Iteration 4F (8630.640000 sec): 3 clusters
  Score: Raw -2377652.729723 + Penalty 3260.246893 = -2374392.482829
  nChanged 1513
		SP:Iteration 5F (8630.700000 sec): 3 clusters
  Score: Raw -2378670.193581 + Penalty 3260.246893 = -2375409.946688
  nChanged 1647
		SP:Iteration 6F (8630.750000 sec): 3 clusters
  Score: Raw -2379952.922608 + Penalty 3260.246893 = -2376692.675715
  nChanged 1616
		SP:Iteration 7F (8630.810000 sec): 3 clusters
  Score: Raw -2381339.580341 + Penalty 3260.246893 = -2378079.333447
  nChanged 1261
		SP:Iteration 8F (8630.860000 sec): 3 clusters
  Score: Raw -2382467.513506 + Penalty 3260.246893 = -2379207.266612
  nChanged 851
		SP:Iteration 9Q (8630.910000 sec): 3 clusters
  Score: Raw -2383239.418754 + Penalty 3260.246893 = -2379979.171861
  nChanged 481
		SP:Iteration 10Q (8630.970000 sec): 3 clusters
  Score: Raw -2383689.662279 + Penalty 3260.246893 = -2380429.415385
  nChanged 317
		SP:Iteration 11Q (8631.010000 sec): 3 clusters
  Score: Raw -2383996.051352 + Penalty 3260.246893 = -2380735.804459
  nChanged 186
		SP:Iteration 12Q (8631.060000 sec): 3 clusters
  Score: Raw -2384173.256711 + Penalty 3260.246893 = -2380913.009818
  nChanged 144
		SP:Iteration 13Q (8631.100000 sec): 3 clusters
  Score: Raw -2384300.815239 + Penalty 3260.246893 = -2381040.568346
  nChanged 93
		SP:Iteration 14Q (8631.140000 sec): 3 clusters
  Score: Raw -2384376.834052 + Penalty 3260.246893 = -2381116.587159
  nChanged 64
		SP:Iteration 15Q (8631.180000 sec): 3 clusters
  Score: Raw -2384416.516687 + Penalty 3260.246893 = -2381156.269793
  nChanged 43
		SP:Iteration 16Q (8631.220000 sec): 3 clusters
  Score: Raw -2384441.060325 + Penalty 3260.246893 = -2381180.813432
  nChanged 32
		SP:Iteration 17Q (8631.260000 sec): 3 clusters
  Score: Raw -2384461.015712 + Penalty 3260.246893 = -2381200.768818
  nChanged 29
		SP:Iteration 18Q (8631.300000 sec): 3 clusters
  Score: Raw -2384476.280620 + Penalty 3260.246893 = -2381216.033727
  nChanged 16
		SP:Iteration 19Q (8631.340000 sec): 3 clusters
  Score: Raw -2384486.150028 + Penalty 3260.246893 = -2381225.903135
  nChanged 17
		SP:Iteration 20F (8631.400000 sec): 3 clusters
  Score: Raw -2384494.279756 + Penalty 3260.246893 = -2381234.032863
  nChanged 13
		SP:Iteration 21Q (8631.440000 sec): 3 clusters
  Score: Raw -2384498.612216 + Penalty 3260.246893 = -2381238.365323
  nChanged 6
		SP:Iteration 22Q (8631.480000 sec): 3 clusters
  Score: Raw -2384500.470954 + Penalty 3260.246893 = -2381240.224061
  nChanged 5
		SP:Iteration 23Q (8631.510000 sec): 3 clusters
  Score: Raw -2384501.852691 + Penalty 3260.246893 = -2381241.605798
  nChanged 5
		SP:Iteration 24Q (8631.550000 sec): 3 clusters
  Score: Raw -2384503.038633 + Penalty 3260.246893 = -2381242.791739
  nChanged 4
		SP:Iteration 25Q (8631.590000 sec): 3 clusters
  Score: Raw -2384504.237824 + Penalty 3260.246893 = -2381243.990931
  nChanged 2
		SP:Iteration 26Q (8631.630000 sec): 3 clusters
  Score: Raw -2384504.555125 + Penalty 3260.246893 = -2381244.308232
  nChanged 0
		SP:Iteration 27F (8631.690000 sec): 3 clusters
  Score: Raw -2384504.555125 + Penalty 3260.246893 = -2381244.308232
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.710000 sec): 2 clusters
  Score: Raw -155697.035504 + Penalty 1202.501547 = -154494.533958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8631.710000 sec): 3 clusters
  Score: Raw -155067.346419 + Penalty 2405.003093 = -152662.343326
  nChanged 570
		SP:Iteration 1F (8631.720000 sec): 3 clusters
  Score: Raw -155488.518010 + Penalty 2405.003093 = -153083.514917
  nChanged 137
		SP:Iteration 2F (8631.720000 sec): 3 clusters
  Score: Raw -155630.502715 + Penalty 2405.003093 = -153225.499622
  nChanged 92
		SP:Iteration 3F (8631.720000 sec): 3 clusters
  Score: Raw -155733.412504 + Penalty 2405.003093 = -153328.409411
  nChanged 64
		SP:Iteration 4Q (8631.730000 sec): 3 clusters
  Score: Raw -155803.706239 + Penalty 2405.003093 = -153398.703146
  nChanged 56
		SP:Iteration 5Q (8631.730000 sec): 3 clusters
  Score: Raw -155854.927987 + Penalty 2405.003093 = -153449.924894
  nChanged 48
		SP:Iteration 6Q (8631.730000 sec): 3 clusters
  Score: Raw -155906.674347 + Penalty 2405.003093 = -153501.671254
  nChanged 50
		SP:Iteration 7Q (8631.740000 sec): 3 clusters
  Score: Raw -155956.492468 + Penalty 2405.003093 = -153551.489375
  nChanged 35
		SP:Iteration 8Q (8631.740000 sec): 3 clusters
  Score: Raw -155980.525654 + Penalty 2405.003093 = -153575.522560
  nChanged 32
		SP:Iteration 9Q (8631.750000 sec): 3 clusters
  Score: Raw -156008.339462 + Penalty 2405.003093 = -153603.336368
  nChanged 16
		SP:Iteration 10Q (8631.750000 sec): 3 clusters
  Score: Raw -156019.569575 + Penalty 2405.003093 = -153614.566482
  nChanged 13
		SP:Iteration 11Q (8631.750000 sec): 3 clusters
  Score: Raw -156027.115279 + Penalty 2405.003093 = -153622.112186
  nChanged 13
		SP:Iteration 12Q (8631.760000 sec): 3 clusters
  Score: Raw -156035.669280 + Penalty 2405.003093 = -153630.666187
  nChanged 11
		SP:Iteration 13Q (8631.760000 sec): 3 clusters
  Score: Raw -156046.111839 + Penalty 2405.003093 = -153641.108746
  nChanged 11
		SP:Iteration 14Q (8631.760000 sec): 3 clusters
  Score: Raw -156055.381936 + Penalty 2405.003093 = -153650.378843
  nChanged 9
		SP:Iteration 15Q (8631.770000 sec): 3 clusters
  Score: Raw -156064.299010 + Penalty 2405.003093 = -153659.295917
  nChanged 7
		SP:Iteration 16Q (8631.770000 sec): 3 clusters
  Score: Raw -156070.022349 + Penalty 2405.003093 = -153665.019256
  nChanged 5
		SP:Iteration 17Q (8631.770000 sec): 3 clusters
  Score: Raw -156073.353200 + Penalty 2405.003093 = -153668.350107
  nChanged 8
		SP:Iteration 18Q (8631.780000 sec): 3 clusters
  Score: Raw -156077.127138 + Penalty 2405.003093 = -153672.124045
  nChanged 4
		SP:Iteration 19Q (8631.780000 sec): 3 clusters
  Score: Raw -156079.070306 + Penalty 2405.003093 = -153674.067213
  nChanged 3
		SP:Iteration 20F (8631.790000 sec): 3 clusters
  Score: Raw -156080.190203 + Penalty 2405.003093 = -153675.187110
  nChanged 3
		SP:Iteration 21Q (8631.790000 sec): 3 clusters
  Score: Raw -156082.162808 + Penalty 2405.003093 = -153677.159715
  nChanged 3
		SP:Iteration 22Q (8631.790000 sec): 3 clusters
  Score: Raw -156083.133052 + Penalty 2405.003093 = -153678.129959
  nChanged 4
		SP:Iteration 23Q (8631.790000 sec): 3 clusters
  Score: Raw -156086.273390 + Penalty 2405.003093 = -153681.270297
  nChanged 3
		SP:Iteration 24Q (8631.800000 sec): 3 clusters
  Score: Raw -156088.890963 + Penalty 2405.003093 = -153683.887870
  nChanged 6
		SP:Iteration 25Q (8631.800000 sec): 3 clusters
  Score: Raw -156091.528772 + Penalty 2405.003093 = -153686.525679
  nChanged 5
		SP:Iteration 26Q (8631.810000 sec): 3 clusters
  Score: Raw -156095.913994 + Penalty 2405.003093 = -153690.910901
  nChanged 8
		SP:Iteration 27Q (8631.810000 sec): 3 clusters
  Score: Raw -156101.575356 + Penalty 2405.003093 = -153696.572263
  nChanged 9
		SP:Iteration 28Q (8631.810000 sec): 3 clusters
  Score: Raw -156108.803129 + Penalty 2405.003093 = -153703.800036
  nChanged 7
		SP:Iteration 29Q (8631.810000 sec): 3 clusters
  Score: Raw -156114.424904 + Penalty 2405.003093 = -153709.421811
  nChanged 8
		SP:Iteration 30Q (8631.820000 sec): 3 clusters
  Score: Raw -156117.276737 + Penalty 2405.003093 = -153712.273644
  nChanged 1
		SP:Iteration 31Q (8631.820000 sec): 3 clusters
  Score: Raw -156117.528010 + Penalty 2405.003093 = -153712.524917
  nChanged 0
		SP:Iteration 32F (8631.830000 sec): 3 clusters
  Score: Raw -156117.528010 + Penalty 2405.003093 = -153712.524917
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (1574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.830000 sec): 2 clusters
  Score: Raw -141744.059248 + Penalty 1196.223507 = -140547.835741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8631.840000 sec): 3 clusters
  Score: Raw -141136.055817 + Penalty 2392.447014 = -138743.608803
  nChanged 533
		SP:Iteration 1F (8631.840000 sec): 3 clusters
  Score: Raw -141575.170417 + Penalty 2392.447014 = -139182.723403
  nChanged 136
		SP:Iteration 2F (8631.850000 sec): 3 clusters
  Score: Raw -141695.079210 + Penalty 2392.447014 = -139302.632196
  nChanged 82
		SP:Iteration 3F (8631.850000 sec): 3 clusters
  Score: Raw -141779.240100 + Penalty 2392.447014 = -139386.793086
  nChanged 74
		SP:Iteration 4Q (8631.850000 sec): 3 clusters
  Score: Raw -141847.841852 + Penalty 2392.447014 = -139455.394838
  nChanged 56
		SP:Iteration 5Q (8631.850000 sec): 3 clusters
  Score: Raw -141897.096472 + Penalty 2392.447014 = -139504.649458
  nChanged 43
		SP:Iteration 6Q (8631.860000 sec): 3 clusters
  Score: Raw -141932.584198 + Penalty 2392.447014 = -139540.137184
  nChanged 38
		SP:Iteration 7Q (8631.860000 sec): 3 clusters
  Score: Raw -141967.753950 + Penalty 2392.447014 = -139575.306936
  nChanged 37
		SP:Iteration 8Q (8631.870000 sec): 3 clusters
  Score: Raw -141998.040971 + Penalty 2392.447014 = -139605.593956
  nChanged 26
		SP:Iteration 9Q (8631.870000 sec): 3 clusters
  Score: Raw -142017.511618 + Penalty 2392.447014 = -139625.064604
  nChanged 16
		SP:Iteration 10Q (8631.870000 sec): 3 clusters
  Score: Raw -142026.976699 + Penalty 2392.447014 = -139634.529684
  nChanged 15
		SP:Iteration 11Q (8631.880000 sec): 3 clusters
  Score: Raw -142038.286149 + Penalty 2392.447014 = -139645.839134
  nChanged 13
		SP:Iteration 12Q (8631.880000 sec): 3 clusters
  Score: Raw -142047.367432 + Penalty 2392.447014 = -139654.920418
  nChanged 6
		SP:Iteration 13Q (8631.880000 sec): 3 clusters
  Score: Raw -142051.022937 + Penalty 2392.447014 = -139658.575922
  nChanged 5
		SP:Iteration 14Q (8631.890000 sec): 3 clusters
  Score: Raw -142055.707286 + Penalty 2392.447014 = -139663.260272
  nChanged 8
		SP:Iteration 15Q (8631.890000 sec): 3 clusters
  Score: Raw -142061.807186 + Penalty 2392.447014 = -139669.360171
  nChanged 12
		SP:Iteration 16Q (8631.890000 sec): 3 clusters
  Score: Raw -142068.984234 + Penalty 2392.447014 = -139676.537219
  nChanged 8
		SP:Iteration 17Q (8631.900000 sec): 3 clusters
  Score: Raw -142073.047712 + Penalty 2392.447014 = -139680.600697
  nChanged 8
		SP:Iteration 18Q (8631.900000 sec): 3 clusters
  Score: Raw -142079.785337 + Penalty 2392.447014 = -139687.338322
  nChanged 7
		SP:Iteration 19Q (8631.900000 sec): 3 clusters
  Score: Raw -142085.065872 + Penalty 2392.447014 = -139692.618857
  nChanged 8
		SP:Iteration 20F (8631.910000 sec): 3 clusters
  Score: Raw -142093.484028 + Penalty 2392.447014 = -139701.037013
  nChanged 10
		SP:Iteration 21Q (8631.910000 sec): 3 clusters
  Score: Raw -142104.819645 + Penalty 2392.447014 = -139712.372631
  nChanged 11
		SP:Iteration 22Q (8631.910000 sec): 3 clusters
  Score: Raw -142112.460850 + Penalty 2392.447014 = -139720.013836
  nChanged 16
		SP:Iteration 23Q (8631.920000 sec): 3 clusters
  Score: Raw -142129.900197 + Penalty 2392.447014 = -139737.453183
  nChanged 17
		SP:Iteration 24Q (8631.920000 sec): 3 clusters
  Score: Raw -142144.600167 + Penalty 2392.447014 = -139752.153153
  nChanged 12
		SP:Iteration 25Q (8631.930000 sec): 3 clusters
  Score: Raw -142155.141071 + Penalty 2392.447014 = -139762.694056
  nChanged 9
		SP:Iteration 26Q (8631.930000 sec): 3 clusters
  Score: Raw -142162.233884 + Penalty 2392.447014 = -139769.786870
  nChanged 9
		SP:Iteration 27Q (8631.930000 sec): 3 clusters
  Score: Raw -142172.520590 + Penalty 2392.447014 = -139780.073576
  nChanged 12
		SP:Iteration 28Q (8631.930000 sec): 3 clusters
  Score: Raw -142180.584453 + Penalty 2392.447014 = -139788.137439
  nChanged 9
		SP:Iteration 29Q (8631.930000 sec): 3 clusters
  Score: Raw -142189.605695 + Penalty 2392.447014 = -139797.158681
  nChanged 6
		SP:Iteration 30Q (8631.940000 sec): 3 clusters
  Score: Raw -142193.442680 + Penalty 2392.447014 = -139800.995665
  nChanged 2
		SP:Iteration 31Q (8631.940000 sec): 3 clusters
  Score: Raw -142194.798130 + Penalty 2392.447014 = -139802.351116
  nChanged 0
		SP:Iteration 32F (8631.950000 sec): 3 clusters
  Score: Raw -142194.798130 + Penalty 2392.447014 = -139802.351116
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.960000 sec): 2 clusters
  Score: Raw -437515.763020 + Penalty 1366.380238 = -436149.382781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8631.970000 sec): 3 clusters
  Score: Raw -435243.050978 + Penalty 2732.760477 = -432510.290501
  nChanged 1794
		SP:Iteration 1F (8631.980000 sec): 3 clusters
  Score: Raw -436234.559031 + Penalty 2732.760477 = -433501.798555
  nChanged 348
		SP:Iteration 2F (8631.990000 sec): 3 clusters
  Score: Raw -436438.925674 + Penalty 2732.760477 = -433706.165198
  nChanged 288
		SP:Iteration 3F (8632.000000 sec): 3 clusters
  Score: Raw -436625.643289 + Penalty 2732.760477 = -433892.882812
  nChanged 243
		SP:Iteration 4F (8632.010000 sec): 3 clusters
  Score: Raw -436771.148384 + Penalty 2732.760477 = -434038.387908
  nChanged 219
		SP:Iteration 5Q (8632.020000 sec): 3 clusters
  Score: Raw -436905.950507 + Penalty 2732.760477 = -434173.190030
  nChanged 203
		SP:Iteration 6Q (8632.030000 sec): 3 clusters
  Score: Raw -437038.681605 + Penalty 2732.760477 = -434305.921128
  nChanged 182
		SP:Iteration 7Q (8632.040000 sec): 3 clusters
  Score: Raw -437159.350222 + Penalty 2732.760477 = -434426.589745
  nChanged 162
		SP:Iteration 8Q (8632.050000 sec): 3 clusters
  Score: Raw -437259.993359 + Penalty 2732.760477 = -434527.232882
  nChanged 140
		SP:Iteration 9Q (8632.060000 sec): 3 clusters
  Score: Raw -437352.789128 + Penalty 2732.760477 = -434620.028651
  nChanged 132
		SP:Iteration 10Q (8632.070000 sec): 3 clusters
  Score: Raw -437438.401991 + Penalty 2732.760477 = -434705.641514
  nChanged 126
		SP:Iteration 11Q (8632.080000 sec): 3 clusters
  Score: Raw -437513.525609 + Penalty 2732.760477 = -434780.765132
  nChanged 105
		SP:Iteration 12Q (8632.090000 sec): 3 clusters
  Score: Raw -437569.014593 + Penalty 2732.760477 = -434836.254116
  nChanged 67
		SP:Iteration 13Q (8632.100000 sec): 3 clusters
  Score: Raw -437604.731957 + Penalty 2732.760477 = -434871.971480
  nChanged 44
		SP:Iteration 14Q (8632.110000 sec): 3 clusters
  Score: Raw -437623.813944 + Penalty 2732.760477 = -434891.053467
  nChanged 40
		SP:Iteration 15Q (8632.120000 sec): 3 clusters
  Score: Raw -437642.269812 + Penalty 2732.760477 = -434909.509335
  nChanged 33
		SP:Iteration 16Q (8632.130000 sec): 3 clusters
  Score: Raw -437656.975122 + Penalty 2732.760477 = -434924.214645
  nChanged 38
		SP:Iteration 17Q (8632.140000 sec): 3 clusters
  Score: Raw -437675.769971 + Penalty 2732.760477 = -434943.009494
  nChanged 38
		SP:Iteration 18Q (8632.150000 sec): 3 clusters
  Score: Raw -437692.768951 + Penalty 2732.760477 = -434960.008475
  nChanged 33
		SP:Iteration 19Q (8632.160000 sec): 3 clusters
  Score: Raw -437708.834371 + Penalty 2732.760477 = -434976.073894
  nChanged 20
		SP:Iteration 20F (8632.170000 sec): 3 clusters
  Score: Raw -437717.604306 + Penalty 2732.760477 = -434984.843830
  nChanged 21
		SP:Iteration 21Q (8632.180000 sec): 3 clusters
  Score: Raw -437727.935864 + Penalty 2732.760477 = -434995.175387
  nChanged 18
		SP:Iteration 22Q (8632.190000 sec): 3 clusters
  Score: Raw -437737.353778 + Penalty 2732.760477 = -435004.593301
  nChanged 16
		SP:Iteration 23Q (8632.200000 sec): 3 clusters
  Score: Raw -437747.077047 + Penalty 2732.760477 = -435014.316570
  nChanged 14
		SP:Iteration 24Q (8632.210000 sec): 3 clusters
  Score: Raw -437754.810122 + Penalty 2732.760477 = -435022.049645
  nChanged 13
		SP:Iteration 25Q (8632.220000 sec): 3 clusters
  Score: Raw -437760.585797 + Penalty 2732.760477 = -435027.825321
  nChanged 12
		SP:Iteration 26Q (8632.230000 sec): 3 clusters
  Score: Raw -437766.548749 + Penalty 2732.760477 = -435033.788272
  nChanged 9
		SP:Iteration 27Q (8632.240000 sec): 3 clusters
  Score: Raw -437770.129710 + Penalty 2732.760477 = -435037.369234
  nChanged 3
		SP:Iteration 28Q (8632.250000 sec): 3 clusters
  Score: Raw -437770.856993 + Penalty 2732.760477 = -435038.096516
  nChanged 4
		SP:Iteration 29Q (8632.260000 sec): 3 clusters
  Score: Raw -437772.312694 + Penalty 2732.760477 = -435039.552217
  nChanged 2
		SP:Iteration 30Q (8632.270000 sec): 3 clusters
  Score: Raw -437773.157239 + Penalty 2732.760477 = -435040.396762
  nChanged 1
		SP:Iteration 31Q (8632.280000 sec): 3 clusters
  Score: Raw -437773.576514 + Penalty 2732.760477 = -435040.816037
  nChanged 1
		SP:Iteration 32Q (8632.290000 sec): 3 clusters
  Score: Raw -437773.821005 + Penalty 2732.760477 = -435041.060529
  nChanged 0
		SP:Iteration 33F (8632.300000 sec): 3 clusters
  Score: Raw -437773.821005 + Penalty 2732.760477 = -435041.060529
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8632.340000 sec): 2 clusters
  Score: Raw -1330851.837121 + Penalty 1540.472865 = -1329311.364256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.370000 sec): 3 clusters
  Score: Raw -1323241.695525 + Penalty 3080.945730 = -1320160.749795
  nChanged 5709
		SP:Iteration 1F (8632.410000 sec): 3 clusters
  Score: Raw -1326429.539294 + Penalty 3080.945730 = -1323348.593564
  nChanged 850
		SP:Iteration 2F (8632.440000 sec): 3 clusters
  Score: Raw -1326859.281235 + Penalty 3080.945730 = -1323778.335505
  nChanged 814
		SP:Iteration 3F (8632.470000 sec): 3 clusters
  Score: Raw -1327320.152900 + Penalty 3080.945730 = -1324239.207170
  nChanged 808
		SP:Iteration 4F (8632.500000 sec): 3 clusters
  Score: Raw -1327771.570146 + Penalty 3080.945730 = -1324690.624416
  nChanged 791
		SP:Iteration 5F (8632.530000 sec): 3 clusters
  Score: Raw -1328249.124791 + Penalty 3080.945730 = -1325168.179061
  nChanged 792
		SP:Iteration 6F (8632.560000 sec): 3 clusters
  Score: Raw -1328734.916533 + Penalty 3080.945730 = -1325653.970803
  nChanged 742
		SP:Iteration 7F (8632.590000 sec): 3 clusters
  Score: Raw -1329217.587553 + Penalty 3080.945730 = -1326136.641823
  nChanged 686
		SP:Iteration 8F (8632.620000 sec): 3 clusters
  Score: Raw -1329680.744485 + Penalty 3080.945730 = -1326599.798755
  nChanged 577
		SP:Iteration 9Q (8632.650000 sec): 3 clusters
  Score: Raw -1330059.141700 + Penalty 3080.945730 = -1326978.195970
  nChanged 444
		SP:Iteration 10Q (8632.680000 sec): 3 clusters
  Score: Raw -1330323.090408 + Penalty 3080.945730 = -1327242.144678
  nChanged 339
		SP:Iteration 11Q (8632.710000 sec): 3 clusters
  Score: Raw -1330513.546230 + Penalty 3080.945730 = -1327432.600500
  nChanged 245
		SP:Iteration 12Q (8632.750000 sec): 3 clusters
  Score: Raw -1330645.517744 + Penalty 3080.945730 = -1327564.572014
  nChanged 181
		SP:Iteration 13Q (8632.770000 sec): 3 clusters
  Score: Raw -1330748.230205 + Penalty 3080.945730 = -1327667.284475
  nChanged 157
		SP:Iteration 14Q (8632.810000 sec): 3 clusters
  Score: Raw -1330843.395548 + Penalty 3080.945730 = -1327762.449818
  nChanged 124
		SP:Iteration 15Q (8632.830000 sec): 3 clusters
  Score: Raw -1330923.425183 + Penalty 3080.945730 = -1327842.479453
  nChanged 84
		SP:Iteration 16Q (8632.860000 sec): 3 clusters
  Score: Raw -1330977.343060 + Penalty 3080.945730 = -1327896.397330
  nChanged 75
		SP:Iteration 17Q (8632.890000 sec): 3 clusters
  Score: Raw -1331025.388774 + Penalty 3080.945730 = -1327944.443044
  nChanged 69
		SP:Iteration 18Q (8632.920000 sec): 3 clusters
  Score: Raw -1331066.359865 + Penalty 3080.945730 = -1327985.414135
  nChanged 64
		SP:Iteration 19Q (8632.950000 sec): 3 clusters
  Score: Raw -1331107.697664 + Penalty 3080.945730 = -1328026.751934
  nChanged 46
		SP:Iteration 20F (8632.970000 sec): 3 clusters
  Score: Raw -1331137.564903 + Penalty 3080.945730 = -1328056.619173
  nChanged 45
		SP:Iteration 21Q (8633.000000 sec): 3 clusters
  Score: Raw -1331166.267897 + Penalty 3080.945730 = -1328085.322167
  nChanged 40
		SP:Iteration 22Q (8633.030000 sec): 3 clusters
  Score: Raw -1331196.706734 + Penalty 3080.945730 = -1328115.761004
  nChanged 36
		SP:Iteration 23Q (8633.050000 sec): 3 clusters
  Score: Raw -1331220.641869 + Penalty 3080.945730 = -1328139.696139
  nChanged 32
		SP:Iteration 24Q (8633.070000 sec): 3 clusters
  Score: Raw -1331240.851914 + Penalty 3080.945730 = -1328159.906184
  nChanged 25
		SP:Iteration 25Q (8633.100000 sec): 3 clusters
  Score: Raw -1331259.228923 + Penalty 3080.945730 = -1328178.283193
  nChanged 25
		SP:Iteration 26Q (8633.120000 sec): 3 clusters
  Score: Raw -1331278.751182 + Penalty 3080.945730 = -1328197.805452
  nChanged 25
		SP:Iteration 27Q (8633.150000 sec): 3 clusters
  Score: Raw -1331295.950905 + Penalty 3080.945730 = -1328215.005175
  nChanged 23
		SP:Iteration 28Q (8633.170000 sec): 3 clusters
  Score: Raw -1331312.964026 + Penalty 3080.945730 = -1328232.018296
  nChanged 25
		SP:Iteration 29Q (8633.190000 sec): 3 clusters
  Score: Raw -1331337.756666 + Penalty 3080.945730 = -1328256.810936
  nChanged 28
		SP:Iteration 30Q (8633.220000 sec): 3 clusters
  Score: Raw -1331359.233638 + Penalty 3080.945730 = -1328278.287909
  nChanged 21
		SP:Iteration 31Q (8633.240000 sec): 3 clusters
  Score: Raw -1331381.366025 + Penalty 3080.945730 = -1328300.420295
  nChanged 23
		SP:Iteration 32Q (8633.260000 sec): 3 clusters
  Score: Raw -1331403.403217 + Penalty 3080.945730 = -1328322.457487
  nChanged 18
		SP:Iteration 33Q (8633.280000 sec): 3 clusters
  Score: Raw -1331416.918030 + Penalty 3080.945730 = -1328335.972300
  nChanged 16
		SP:Iteration 34Q (8633.310000 sec): 3 clusters
  Score: Raw -1331426.829970 + Penalty 3080.945730 = -1328345.884240
  nChanged 15
		SP:Iteration 35Q (8633.330000 sec): 3 clusters
  Score: Raw -1331433.364661 + Penalty 3080.945730 = -1328352.418931
  nChanged 7
		SP:Iteration 36Q (8633.350000 sec): 3 clusters
  Score: Raw -1331436.116518 + Penalty 3080.945730 = -1328355.170788
  nChanged 6
		SP:Iteration 37Q (8633.370000 sec): 3 clusters
  Score: Raw -1331437.992258 + Penalty 3080.945730 = -1328357.046528
  nChanged 7
		SP:Iteration 38Q (8633.390000 sec): 3 clusters
  Score: Raw -1331441.005124 + Penalty 3080.945730 = -1328360.059394
  nChanged 3
		SP:Iteration 39Q (8633.410000 sec): 3 clusters
  Score: Raw -1331442.854717 + Penalty 3080.945730 = -1328361.908987
  nChanged 3
		SP:Iteration 40F (8633.440000 sec): 3 clusters
  Score: Raw -1331443.840658 + Penalty 3080.945730 = -1328362.894928
  nChanged 1
		SP:Iteration 41Q (8633.470000 sec): 3 clusters
  Score: Raw -1331444.490589 + Penalty 3080.945730 = -1328363.544859
  nChanged 3
		SP:Iteration 42Q (8633.490000 sec): 3 clusters
  Score: Raw -1331445.490749 + Penalty 3080.945730 = -1328364.545019
  nChanged 0
		SP:Iteration 43F (8633.520000 sec): 3 clusters
  Score: Raw -1331445.490749 + Penalty 3080.945730 = -1328364.545019
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8633.530000 sec): 2 clusters
  Score: Raw -335969.486212 + Penalty 1335.990329 = -334633.495883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8633.540000 sec): 3 clusters
  Score: Raw -334165.956295 + Penalty 2671.980658 = -331493.975637
  nChanged 1439
		SP:Iteration 1F (8633.550000 sec): 3 clusters
  Score: Raw -335099.975670 + Penalty 2671.980658 = -332427.995013
  nChanged 319
		SP:Iteration 2F (8633.560000 sec): 3 clusters
  Score: Raw -335361.504723 + Penalty 2671.980658 = -332689.524065
  nChanged 240
		SP:Iteration 3F (8633.570000 sec): 3 clusters
  Score: Raw -335552.125062 + Penalty 2671.980658 = -332880.144404
  nChanged 210
		SP:Iteration 4F (8633.580000 sec): 3 clusters
  Score: Raw -335725.604847 + Penalty 2671.980658 = -333053.624190
  nChanged 165
		SP:Iteration 5Q (8633.590000 sec): 3 clusters
  Score: Raw -335831.751659 + Penalty 2671.980658 = -333159.771001
  nChanged 126
		SP:Iteration 6Q (8633.590000 sec): 3 clusters
  Score: Raw -335912.098865 + Penalty 2671.980658 = -333240.118207
  nChanged 103
		SP:Iteration 7Q (8633.600000 sec): 3 clusters
  Score: Raw -335967.052565 + Penalty 2671.980658 = -333295.071907
  nChanged 79
		SP:Iteration 8Q (8633.610000 sec): 3 clusters
  Score: Raw -336004.928851 + Penalty 2671.980658 = -333332.948193
  nChanged 73
		SP:Iteration 9Q (8633.620000 sec): 3 clusters
  Score: Raw -336044.364960 + Penalty 2671.980658 = -333372.384302
  nChanged 71
		SP:Iteration 10Q (8633.630000 sec): 3 clusters
  Score: Raw -336082.326364 + Penalty 2671.980658 = -333410.345706
  nChanged 63
		SP:Iteration 11Q (8633.640000 sec): 3 clusters
  Score: Raw -336114.973438 + Penalty 2671.980658 = -333442.992780
  nChanged 70
		SP:Iteration 12Q (8633.650000 sec): 3 clusters
  Score: Raw -336148.932892 + Penalty 2671.980658 = -333476.952234
  nChanged 58
		SP:Iteration 13Q (8633.650000 sec): 3 clusters
  Score: Raw -336174.611858 + Penalty 2671.980658 = -333502.631201
  nChanged 57
		SP:Iteration 14Q (8633.660000 sec): 3 clusters
  Score: Raw -336196.861386 + Penalty 2671.980658 = -333524.880728
  nChanged 48
		SP:Iteration 15Q (8633.670000 sec): 3 clusters
  Score: Raw -336212.993423 + Penalty 2671.980658 = -333541.012765
  nChanged 30
		SP:Iteration 16Q (8633.680000 sec): 3 clusters
  Score: Raw -336224.442067 + Penalty 2671.980658 = -333552.461409
  nChanged 35
		SP:Iteration 17Q (8633.690000 sec): 3 clusters
  Score: Raw -336235.492993 + Penalty 2671.980658 = -333563.512336
  nChanged 33
		SP:Iteration 18Q (8633.690000 sec): 3 clusters
  Score: Raw -336248.642747 + Penalty 2671.980658 = -333576.662089
  nChanged 43
		SP:Iteration 19Q (8633.700000 sec): 3 clusters
  Score: Raw -336267.887892 + Penalty 2671.980658 = -333595.907234
  nChanged 41
		SP:Iteration 20F (8633.710000 sec): 3 clusters
  Score: Raw -336284.786026 + Penalty 2671.980658 = -333612.805368
  nChanged 33
		SP:Iteration 21Q (8633.720000 sec): 3 clusters
  Score: Raw -336296.474831 + Penalty 2671.980658 = -333624.494173
  nChanged 22
		SP:Iteration 22Q (8633.730000 sec): 3 clusters
  Score: Raw -336303.640108 + Penalty 2671.980658 = -333631.659450
  nChanged 16
		SP:Iteration 23Q (8633.730000 sec): 3 clusters
  Score: Raw -336310.401986 + Penalty 2671.980658 = -333638.421328
  nChanged 18
		SP:Iteration 24Q (8633.740000 sec): 3 clusters
  Score: Raw -336317.755397 + Penalty 2671.980658 = -333645.774739
  nChanged 21
		SP:Iteration 25Q (8633.750000 sec): 3 clusters
  Score: Raw -336325.971638 + Penalty 2671.980658 = -333653.990980
  nChanged 18
		SP:Iteration 26Q (8633.760000 sec): 3 clusters
  Score: Raw -336331.041296 + Penalty 2671.980658 = -333659.060638
  nChanged 15
		SP:Iteration 27Q (8633.770000 sec): 3 clusters
  Score: Raw -336335.860487 + Penalty 2671.980658 = -333663.879830
  nChanged 12
		SP:Iteration 28Q (8633.770000 sec): 3 clusters
  Score: Raw -336339.224726 + Penalty 2671.980658 = -333667.244068
  nChanged 11
		SP:Iteration 29Q (8633.780000 sec): 3 clusters
  Score: Raw -336342.402831 + Penalty 2671.980658 = -333670.422173
  nChanged 6
		SP:Iteration 30Q (8633.790000 sec): 3 clusters
  Score: Raw -336343.818229 + Penalty 2671.980658 = -333671.837571
  nChanged 8
		SP:Iteration 31Q (8633.800000 sec): 3 clusters
  Score: Raw -336346.087095 + Penalty 2671.980658 = -333674.106437
  nChanged 8
		SP:Iteration 32Q (8633.810000 sec): 3 clusters
  Score: Raw -336348.939351 + Penalty 2671.980658 = -333676.958693
  nChanged 11
		SP:Iteration 33Q (8633.820000 sec): 3 clusters
  Score: Raw -336353.138258 + Penalty 2671.980658 = -333681.157601
  nChanged 11
		SP:Iteration 34Q (8633.830000 sec): 3 clusters
  Score: Raw -336357.006750 + Penalty 2671.980658 = -333685.026092
  nChanged 10
		SP:Iteration 35Q (8633.830000 sec): 3 clusters
  Score: Raw -336360.454935 + Penalty 2671.980658 = -333688.474278
  nChanged 7
		SP:Iteration 36Q (8633.840000 sec): 3 clusters
  Score: Raw -336362.201781 + Penalty 2671.980658 = -333690.221123
  nChanged 9
		SP:Iteration 37Q (8633.850000 sec): 3 clusters
  Score: Raw -336364.959381 + Penalty 2671.980658 = -333692.978723
  nChanged 11
		SP:Iteration 38Q (8633.860000 sec): 3 clusters
  Score: Raw -336368.087833 + Penalty 2671.980658 = -333696.107175
  nChanged 12
		SP:Iteration 39Q (8633.870000 sec): 3 clusters
  Score: Raw -336371.800544 + Penalty 2671.980658 = -333699.819887
  nChanged 5
		SP:Iteration 40F (8633.870000 sec): 3 clusters
  Score: Raw -336373.323128 + Penalty 2671.980658 = -333701.342470
  nChanged 8
		SP:Iteration 41Q (8633.880000 sec): 3 clusters
  Score: Raw -336376.442360 + Penalty 2671.980658 = -333704.461702
  nChanged 7
		SP:Iteration 42Q (8633.890000 sec): 3 clusters
  Score: Raw -336378.870861 + Penalty 2671.980658 = -333706.890203
  nChanged 11
		SP:Iteration 43Q (8633.900000 sec): 3 clusters
  Score: Raw -336381.615369 + Penalty 2671.980658 = -333709.634711
  nChanged 7
		SP:Iteration 44Q (8633.910000 sec): 3 clusters
  Score: Raw -336382.916459 + Penalty 2671.980658 = -333710.935801
  nChanged 5
		SP:Iteration 45Q (8633.910000 sec): 3 clusters
  Score: Raw -336384.352742 + Penalty 2671.980658 = -333712.372084
  nChanged 5
		SP:Iteration 46Q (8633.920000 sec): 3 clusters
  Score: Raw -336385.397230 + Penalty 2671.980658 = -333713.416572
  nChanged 2
		SP:Iteration 47Q (8633.930000 sec): 3 clusters
  Score: Raw -336385.779197 + Penalty 2671.980658 = -333713.798539
  nChanged 2
		SP:Iteration 48Q (8633.940000 sec): 3 clusters
  Score: Raw -336386.229014 + Penalty 2671.980658 = -333714.248356
  nChanged 2
		SP:Iteration 49Q (8633.950000 sec): 3 clusters
  Score: Raw -336386.647682 + Penalty 2671.980658 = -333714.667024
  nChanged 3
		SP:Iteration 50Q (8633.950000 sec): 3 clusters
  Score: Raw -336387.527124 + Penalty 2671.980658 = -333715.546466
  nChanged 5
		SP:Iteration 51Q (8633.960000 sec): 3 clusters
  Score: Raw -336388.632046 + Penalty 2671.980658 = -333716.651388
  nChanged 11
		SP:Iteration 52Q (8633.970000 sec): 3 clusters
  Score: Raw -336391.264195 + Penalty 2671.980658 = -333719.283537
  nChanged 12
		SP:Iteration 53Q (8633.980000 sec): 3 clusters
  Score: Raw -336394.585188 + Penalty 2671.980658 = -333722.604531
  nChanged 11
		SP:Iteration 54Q (8633.990000 sec): 3 clusters
  Score: Raw -336396.650512 + Penalty 2671.980658 = -333724.669854
  nChanged 8
		SP:Iteration 55Q (8633.990000 sec): 3 clusters
  Score: Raw -336399.664474 + Penalty 2671.980658 = -333727.683816
  nChanged 8
		SP:Iteration 56Q (8634.000000 sec): 3 clusters
  Score: Raw -336401.997198 + Penalty 2671.980658 = -333730.016540
  nChanged 7
		SP:Iteration 57Q (8634.010000 sec): 3 clusters
  Score: Raw -336404.023195 + Penalty 2671.980658 = -333732.042537
  nChanged 10
		SP:Iteration 58Q (8634.020000 sec): 3 clusters
  Score: Raw -336408.461408 + Penalty 2671.980658 = -333736.480750
  nChanged 6
		SP:Iteration 59Q (8634.030000 sec): 3 clusters
  Score: Raw -336410.290472 + Penalty 2671.980658 = -333738.309814
  nChanged 8
		SP:Iteration 60F (8634.030000 sec): 3 clusters
  Score: Raw -336412.262211 + Penalty 2671.980658 = -333740.281554
  nChanged 6
		SP:Iteration 61Q (8634.040000 sec): 3 clusters
  Score: Raw -336413.887805 + Penalty 2671.980658 = -333741.907147
  nChanged 5
		SP:Iteration 62Q (8634.050000 sec): 3 clusters
  Score: Raw -336416.171951 + Penalty 2671.980658 = -333744.191293
  nChanged 10
		SP:Iteration 63Q (8634.060000 sec): 3 clusters
  Score: Raw -336418.880278 + Penalty 2671.980658 = -333746.899620
  nChanged 11
		SP:Iteration 64Q (8634.070000 sec): 3 clusters
  Score: Raw -336423.753298 + Penalty 2671.980658 = -333751.772640
  nChanged 16
		SP:Iteration 65Q (8634.070000 sec): 3 clusters
  Score: Raw -336429.396543 + Penalty 2671.980658 = -333757.415885
  nChanged 17
		SP:Iteration 66Q (8634.080000 sec): 3 clusters
  Score: Raw -336436.250600 + Penalty 2671.980658 = -333764.269943
  nChanged 21
		SP:Iteration 67Q (8634.090000 sec): 3 clusters
  Score: Raw -336446.994548 + Penalty 2671.980658 = -333775.013890
  nChanged 24
		SP:Iteration 68Q (8634.100000 sec): 3 clusters
  Score: Raw -336459.822349 + Penalty 2671.980658 = -333787.841691
  nChanged 27
		SP:Iteration 69Q (8634.110000 sec): 3 clusters
  Score: Raw -336476.655730 + Penalty 2671.980658 = -333804.675072
  nChanged 26
		SP:Iteration 70Q (8634.110000 sec): 3 clusters
  Score: Raw -336490.851727 + Penalty 2671.980658 = -333818.871069
  nChanged 17
		SP:Iteration 71Q (8634.120000 sec): 3 clusters
  Score: Raw -336498.900305 + Penalty 2671.980658 = -333826.919647
  nChanged 16
		SP:Iteration 72Q (8634.130000 sec): 3 clusters
  Score: Raw -336509.605175 + Penalty 2671.980658 = -333837.624517
  nChanged 18
		SP:Iteration 73Q (8634.140000 sec): 3 clusters
  Score: Raw -336519.670304 + Penalty 2671.980658 = -333847.689646
  nChanged 23
		SP:Iteration 74Q (8634.150000 sec): 3 clusters
  Score: Raw -336531.201139 + Penalty 2671.980658 = -333859.220481
  nChanged 21
		SP:Iteration 75Q (8634.150000 sec): 3 clusters
  Score: Raw -336537.890655 + Penalty 2671.980658 = -333865.909998
  nChanged 10
		SP:Iteration 76Q (8634.160000 sec): 3 clusters
  Score: Raw -336540.546107 + Penalty 2671.980658 = -333868.565449
  nChanged 4
		SP:Iteration 77Q (8634.170000 sec): 3 clusters
  Score: Raw -336541.467250 + Penalty 2671.980658 = -333869.486592
  nChanged 2
		SP:Iteration 78Q (8634.180000 sec): 3 clusters
  Score: Raw -336541.959052 + Penalty 2671.980658 = -333869.978394
  nChanged 1
		SP:Iteration 79Q (8634.180000 sec): 3 clusters
  Score: Raw -336542.144368 + Penalty 2671.980658 = -333870.163710
  nChanged 1
		SP:Iteration 80F (8634.190000 sec): 3 clusters
  Score: Raw -336542.380912 + Penalty 2671.980658 = -333870.400254
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8634.200000 sec): 2 clusters
  Score: Raw -75867.834030 + Penalty 1082.343462 = -74785.490568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8634.200000 sec): 3 clusters
  Score: Raw -75651.509291 + Penalty 2164.686924 = -73486.822367
  nChanged 219
		SP:Iteration 1F (8634.200000 sec): 3 clusters
  Score: Raw -75883.120391 + Penalty 2164.686924 = -73718.433468
  nChanged 53
		SP:Iteration 2F (8634.210000 sec): 3 clusters
  Score: Raw -75954.699371 + Penalty 2164.686924 = -73790.012447
  nChanged 31
		SP:Iteration 3Q (8634.210000 sec): 3 clusters
  Score: Raw -75990.677191 + Penalty 2164.686924 = -73825.990268
  nChanged 14
		SP:Iteration 4Q (8634.210000 sec): 3 clusters
  Score: Raw -76010.739638 + Penalty 2164.686924 = -73846.052714
  nChanged 10
		SP:Iteration 5Q (8634.210000 sec): 3 clusters
  Score: Raw -76020.853916 + Penalty 2164.686924 = -73856.166992
  nChanged 13
		SP:Iteration 6Q (8634.210000 sec): 3 clusters
  Score: Raw -76040.911628 + Penalty 2164.686924 = -73876.224704
  nChanged 9
		SP:Iteration 7Q (8634.210000 sec): 3 clusters
  Score: Raw -76047.226222 + Penalty 2164.686924 = -73882.539298
  nChanged 3
		SP:Iteration 8Q (8634.210000 sec): 3 clusters
  Score: Raw -76049.526971 + Penalty 2164.686924 = -73884.840047
  nChanged 2
		SP:Iteration 9Q (8634.220000 sec): 3 clusters
  Score: Raw -76051.444275 + Penalty 2164.686924 = -73886.757352
  nChanged 2
		SP:Iteration 10Q (8634.220000 sec): 3 clusters
  Score: Raw -76054.660122 + Penalty 2164.686924 = -73889.973199
  nChanged 1
		SP:Iteration 11Q (8634.220000 sec): 3 clusters
  Score: Raw -76055.689107 + Penalty 2164.686924 = -73891.002184
  nChanged 1
		SP:Iteration 12Q (8634.220000 sec): 3 clusters
  Score: Raw -76056.673793 + Penalty 2164.686924 = -73891.986870
  nChanged 0
		SP:Iteration 13F (8634.220000 sec): 3 clusters
  Score: Raw -76056.673793 + Penalty 2164.686924 = -73891.986870
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8634.240000 sec): 2 clusters
  Score: Raw -412621.532345 + Penalty 1348.876256 = -411272.656088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8634.250000 sec): 3 clusters
  Score: Raw -410583.746729 + Penalty 2697.752512 = -407885.994217
  nChanged 1564
		SP:Iteration 1F (8634.260000 sec): 3 clusters
  Score: Raw -411419.389365 + Penalty 2697.752512 = -408721.636853
  nChanged 326
		SP:Iteration 2F (8634.270000 sec): 3 clusters
  Score: Raw -411617.954581 + Penalty 2697.752512 = -408920.202069
  nChanged 225
		SP:Iteration 3F (8634.270000 sec): 3 clusters
  Score: Raw -411764.606677 + Penalty 2697.752512 = -409066.854165
  nChanged 198
		SP:Iteration 4Q (8634.290000 sec): 3 clusters
  Score: Raw -411883.568594 + Penalty 2697.752512 = -409185.816082
  nChanged 154
		SP:Iteration 5Q (8634.290000 sec): 3 clusters
  Score: Raw -411972.462534 + Penalty 2697.752512 = -409274.710022
  nChanged 135
		SP:Iteration 6Q (8634.300000 sec): 3 clusters
  Score: Raw -412036.366198 + Penalty 2697.752512 = -409338.613685
  nChanged 102
		SP:Iteration 7Q (8634.310000 sec): 3 clusters
  Score: Raw -412085.953582 + Penalty 2697.752512 = -409388.201070
  nChanged 83
		SP:Iteration 8Q (8634.320000 sec): 3 clusters
  Score: Raw -412123.668960 + Penalty 2697.752512 = -409425.916448
  nChanged 80
		SP:Iteration 9Q (8634.330000 sec): 3 clusters
  Score: Raw -412153.292283 + Penalty 2697.752512 = -409455.539771
  nChanged 75
		SP:Iteration 10Q (8634.340000 sec): 3 clusters
  Score: Raw -412183.501522 + Penalty 2697.752512 = -409485.749009
  nChanged 69
		SP:Iteration 11Q (8634.350000 sec): 3 clusters
  Score: Raw -412214.459724 + Penalty 2697.752512 = -409516.707212
  nChanged 66
		SP:Iteration 12Q (8634.360000 sec): 3 clusters
  Score: Raw -412242.430278 + Penalty 2697.752512 = -409544.677766
  nChanged 60
		SP:Iteration 13Q (8634.370000 sec): 3 clusters
  Score: Raw -412264.350357 + Penalty 2697.752512 = -409566.597845
  nChanged 56
		SP:Iteration 14Q (8634.380000 sec): 3 clusters
  Score: Raw -412281.363774 + Penalty 2697.752512 = -409583.611261
  nChanged 42
		SP:Iteration 15Q (8634.390000 sec): 3 clusters
  Score: Raw -412293.178554 + Penalty 2697.752512 = -409595.426042
  nChanged 34
		SP:Iteration 16Q (8634.400000 sec): 3 clusters
  Score: Raw -412305.658972 + Penalty 2697.752512 = -409607.906460
  nChanged 29
		SP:Iteration 17Q (8634.410000 sec): 3 clusters
  Score: Raw -412316.004365 + Penalty 2697.752512 = -409618.251853
  nChanged 37
		SP:Iteration 18Q (8634.410000 sec): 3 clusters
  Score: Raw -412327.719725 + Penalty 2697.752512 = -409629.967213
  nChanged 29
		SP:Iteration 19Q (8634.420000 sec): 3 clusters
  Score: Raw -412334.821188 + Penalty 2697.752512 = -409637.068676
  nChanged 21
		SP:Iteration 20F (8634.430000 sec): 3 clusters
  Score: Raw -412340.783429 + Penalty 2697.752512 = -409643.030917
  nChanged 22
		SP:Iteration 21Q (8634.440000 sec): 3 clusters
  Score: Raw -412347.977272 + Penalty 2697.752512 = -409650.224760
  nChanged 23
		SP:Iteration 22Q (8634.450000 sec): 3 clusters
  Score: Raw -412355.730984 + Penalty 2697.752512 = -409657.978472
  nChanged 29
		SP:Iteration 23Q (8634.460000 sec): 3 clusters
  Score: Raw -412366.025174 + Penalty 2697.752512 = -409668.272662
  nChanged 37
		SP:Iteration 24Q (8634.470000 sec): 3 clusters
  Score: Raw -412379.469496 + Penalty 2697.752512 = -409681.716984
  nChanged 37
		SP:Iteration 25Q (8634.480000 sec): 3 clusters
  Score: Raw -412390.260204 + Penalty 2697.752512 = -409692.507692
  nChanged 28
		SP:Iteration 26Q (8634.490000 sec): 3 clusters
  Score: Raw -412401.358715 + Penalty 2697.752512 = -409703.606202
  nChanged 34
		SP:Iteration 27Q (8634.500000 sec): 3 clusters
  Score: Raw -412416.271525 + Penalty 2697.752512 = -409718.519013
  nChanged 35
		SP:Iteration 28Q (8634.510000 sec): 3 clusters
  Score: Raw -412430.496509 + Penalty 2697.752512 = -409732.743997
  nChanged 34
		SP:Iteration 29Q (8634.510000 sec): 3 clusters
  Score: Raw -412442.231569 + Penalty 2697.752512 = -409744.479057
  nChanged 32
		SP:Iteration 30Q (8634.530000 sec): 3 clusters
  Score: Raw -412454.251686 + Penalty 2697.752512 = -409756.499174
  nChanged 25
		SP:Iteration 31Q (8634.530000 sec): 3 clusters
  Score: Raw -412461.346145 + Penalty 2697.752512 = -409763.593633
  nChanged 21
		SP:Iteration 32Q (8634.540000 sec): 3 clusters
  Score: Raw -412466.071319 + Penalty 2697.752512 = -409768.318806
  nChanged 23
		SP:Iteration 33Q (8634.550000 sec): 3 clusters
  Score: Raw -412472.467949 + Penalty 2697.752512 = -409774.715437
  nChanged 26
		SP:Iteration 34Q (8634.560000 sec): 3 clusters
  Score: Raw -412481.260834 + Penalty 2697.752512 = -409783.508321
  nChanged 30
		SP:Iteration 35Q (8634.570000 sec): 3 clusters
  Score: Raw -412492.402917 + Penalty 2697.752512 = -409794.650404
  nChanged 28
		SP:Iteration 36Q (8634.580000 sec): 3 clusters
  Score: Raw -412502.580496 + Penalty 2697.752512 = -409804.827983
  nChanged 28
		SP:Iteration 37Q (8634.590000 sec): 3 clusters
  Score: Raw -412513.481167 + Penalty 2697.752512 = -409815.728654
  nChanged 31
		SP:Iteration 38Q (8634.600000 sec): 3 clusters
  Score: Raw -412525.009772 + Penalty 2697.752512 = -409827.257260
  nChanged 31
		SP:Iteration 39Q (8634.610000 sec): 3 clusters
  Score: Raw -412536.571981 + Penalty 2697.752512 = -409838.819469
  nChanged 34
		SP:Iteration 40F (8634.610000 sec): 3 clusters
  Score: Raw -412550.260303 + Penalty 2697.752512 = -409852.507791
  nChanged 34
		SP:Iteration 41Q (8634.630000 sec): 3 clusters
  Score: Raw -412564.706181 + Penalty 2697.752512 = -409866.953669
  nChanged 35
		SP:Iteration 42Q (8634.630000 sec): 3 clusters
  Score: Raw -412577.496121 + Penalty 2697.752512 = -409879.743609
  nChanged 35
		SP:Iteration 43Q (8634.640000 sec): 3 clusters
  Score: Raw -412589.458116 + Penalty 2697.752512 = -409891.705603
  nChanged 37
		SP:Iteration 44Q (8634.650000 sec): 3 clusters
  Score: Raw -412603.076278 + Penalty 2697.752512 = -409905.323765
  nChanged 28
		SP:Iteration 45Q (8634.660000 sec): 3 clusters
  Score: Raw -412612.072292 + Penalty 2697.752512 = -409914.319780
  nChanged 29
		SP:Iteration 46Q (8634.670000 sec): 3 clusters
  Score: Raw -412621.056244 + Penalty 2697.752512 = -409923.303732
  nChanged 22
		SP:Iteration 47Q (8634.680000 sec): 3 clusters
  Score: Raw -412626.907446 + Penalty 2697.752512 = -409929.154934
  nChanged 14
		SP:Iteration 48Q (8634.690000 sec): 3 clusters
  Score: Raw -412631.130539 + Penalty 2697.752512 = -409933.378027
  nChanged 18
		SP:Iteration 49Q (8634.690000 sec): 3 clusters
  Score: Raw -412637.414921 + Penalty 2697.752512 = -409939.662409
  nChanged 21
		SP:Iteration 50Q (8634.710000 sec): 3 clusters
  Score: Raw -412644.727126 + Penalty 2697.752512 = -409946.974613
  nChanged 22
		SP:Iteration 51Q (8634.710000 sec): 3 clusters
  Score: Raw -412652.315953 + Penalty 2697.752512 = -409954.563441
  nChanged 25
		SP:Iteration 52Q (8634.720000 sec): 3 clusters
  Score: Raw -412660.843991 + Penalty 2697.752512 = -409963.091479
  nChanged 21
		SP:Iteration 53Q (8634.730000 sec): 3 clusters
  Score: Raw -412671.807106 + Penalty 2697.752512 = -409974.054594
  nChanged 27
		SP:Iteration 54Q (8634.740000 sec): 3 clusters
  Score: Raw -412685.508663 + Penalty 2697.752512 = -409987.756151
  nChanged 27
		SP:Iteration 55Q (8634.750000 sec): 3 clusters
  Score: Raw -412696.259138 + Penalty 2697.752512 = -409998.506625
  nChanged 20
		SP:Iteration 56Q (8634.750000 sec): 3 clusters
  Score: Raw -412702.846330 + Penalty 2697.752512 = -410005.093818
  nChanged 17
		SP:Iteration 57Q (8634.770000 sec): 3 clusters
  Score: Raw -412708.373369 + Penalty 2697.752512 = -410010.620857
  nChanged 12
		SP:Iteration 58Q (8634.770000 sec): 3 clusters
  Score: Raw -412712.357520 + Penalty 2697.752512 = -410014.605008
  nChanged 14
		SP:Iteration 59Q (8634.780000 sec): 3 clusters
  Score: Raw -412717.715118 + Penalty 2697.752512 = -410019.962605
  nChanged 17
		SP:Iteration 60F (8634.790000 sec): 3 clusters
  Score: Raw -412724.691593 + Penalty 2697.752512 = -410026.939080
  nChanged 15
		SP:Iteration 61Q (8634.800000 sec): 3 clusters
  Score: Raw -412731.981755 + Penalty 2697.752512 = -410034.229243
  nChanged 17
		SP:Iteration 62Q (8634.810000 sec): 3 clusters
  Score: Raw -412740.385182 + Penalty 2697.752512 = -410042.632670
  nChanged 21
		SP:Iteration 63Q (8634.810000 sec): 3 clusters
  Score: Raw -412749.372526 + Penalty 2697.752512 = -410051.620013
  nChanged 21
		SP:Iteration 64Q (8634.820000 sec): 3 clusters
  Score: Raw -412760.583824 + Penalty 2697.752512 = -410062.831312
  nChanged 17
		SP:Iteration 65Q (8634.830000 sec): 3 clusters
  Score: Raw -412769.123792 + Penalty 2697.752512 = -410071.371280
  nChanged 17
		SP:Iteration 66Q (8634.840000 sec): 3 clusters
  Score: Raw -412777.472407 + Penalty 2697.752512 = -410079.719894
  nChanged 17
		SP:Iteration 67Q (8634.850000 sec): 3 clusters
  Score: Raw -412785.202436 + Penalty 2697.752512 = -410087.449924
  nChanged 19
		SP:Iteration 68Q (8634.860000 sec): 3 clusters
  Score: Raw -412797.642322 + Penalty 2697.752512 = -410099.889809
  nChanged 24
		SP:Iteration 69Q (8634.870000 sec): 3 clusters
  Score: Raw -412811.634276 + Penalty 2697.752512 = -410113.881764
  nChanged 23
		SP:Iteration 70Q (8634.870000 sec): 3 clusters
  Score: Raw -412821.461517 + Penalty 2697.752512 = -410123.709005
  nChanged 15
		SP:Iteration 71Q (8634.880000 sec): 3 clusters
  Score: Raw -412828.332036 + Penalty 2697.752512 = -410130.579523
  nChanged 12
		SP:Iteration 72Q (8634.890000 sec): 3 clusters
  Score: Raw -412833.162813 + Penalty 2697.752512 = -410135.410301
  nChanged 6
		SP:Iteration 73Q (8634.900000 sec): 3 clusters
  Score: Raw -412836.136445 + Penalty 2697.752512 = -410138.383932
  nChanged 9
		SP:Iteration 74Q (8634.910000 sec): 3 clusters
  Score: Raw -412839.314000 + Penalty 2697.752512 = -410141.561488
  nChanged 5
		SP:Iteration 75Q (8634.910000 sec): 3 clusters
  Score: Raw -412840.711036 + Penalty 2697.752512 = -410142.958524
  nChanged 1
		SP:Iteration 76Q (8634.920000 sec): 3 clusters
  Score: Raw -412841.122020 + Penalty 2697.752512 = -410143.369507
  nChanged 0
		SP:Iteration 77F (8634.930000 sec): 3 clusters
  Score: Raw -412841.122020 + Penalty 2697.752512 = -410143.369507
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8634.940000 sec): 2 clusters
  Score: Raw -107552.553864 + Penalty 1152.272846 = -106400.281018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8634.940000 sec): 3 clusters
  Score: Raw -107132.076247 + Penalty 2304.545692 = -104827.530554
  nChanged 371
		SP:Iteration 1F (8634.950000 sec): 3 clusters
  Score: Raw -107445.139896 + Penalty 2304.545692 = -105140.594204
  nChanged 90
		SP:Iteration 2F (8634.950000 sec): 3 clusters
  Score: Raw -107538.493200 + Penalty 2304.545692 = -105233.947508
  nChanged 48
		SP:Iteration 3Q (8634.950000 sec): 3 clusters
  Score: Raw -107594.422126 + Penalty 2304.545692 = -105289.876434
  nChanged 43
		SP:Iteration 4Q (8634.950000 sec): 3 clusters
  Score: Raw -107639.834217 + Penalty 2304.545692 = -105335.288525
  nChanged 41
		SP:Iteration 5Q (8634.960000 sec): 3 clusters
  Score: Raw -107680.757701 + Penalty 2304.545692 = -105376.212009
  nChanged 32
		SP:Iteration 6Q (8634.960000 sec): 3 clusters
  Score: Raw -107721.516714 + Penalty 2304.545692 = -105416.971021
  nChanged 32
		SP:Iteration 7Q (8634.960000 sec): 3 clusters
  Score: Raw -107754.105751 + Penalty 2304.545692 = -105449.560059
  nChanged 29
		SP:Iteration 8Q (8634.970000 sec): 3 clusters
  Score: Raw -107777.306907 + Penalty 2304.545692 = -105472.761215
  nChanged 19
		SP:Iteration 9Q (8634.970000 sec): 3 clusters
  Score: Raw -107800.626507 + Penalty 2304.545692 = -105496.080814
  nChanged 22
		SP:Iteration 10Q (8634.970000 sec): 3 clusters
  Score: Raw -107828.567006 + Penalty 2304.545692 = -105524.021314
  nChanged 34
		SP:Iteration 11Q (8634.970000 sec): 3 clusters
  Score: Raw -107878.492663 + Penalty 2304.545692 = -105573.946970
  nChanged 31
		SP:Iteration 12Q (8634.970000 sec): 3 clusters
  Score: Raw -107909.558952 + Penalty 2304.545692 = -105605.013259
  nChanged 31
		SP:Iteration 13Q (8634.980000 sec): 3 clusters
  Score: Raw -107937.799509 + Penalty 2304.545692 = -105633.253816
  nChanged 29
		SP:Iteration 14Q (8634.980000 sec): 3 clusters
  Score: Raw -107967.302592 + Penalty 2304.545692 = -105662.756900
  nChanged 22
		SP:Iteration 15Q (8634.980000 sec): 3 clusters
  Score: Raw -107986.768957 + Penalty 2304.545692 = -105682.223265
  nChanged 15
		SP:Iteration 16Q (8634.990000 sec): 3 clusters
  Score: Raw -107999.176908 + Penalty 2304.545692 = -105694.631216
  nChanged 7
		SP:Iteration 17Q (8634.990000 sec): 3 clusters
  Score: Raw -108004.952139 + Penalty 2304.545692 = -105700.406447
  nChanged 3
		SP:Iteration 18Q (8634.990000 sec): 3 clusters
  Score: Raw -108008.860254 + Penalty 2304.545692 = -105704.314562
  nChanged 9
		SP:Iteration 19Q (8634.990000 sec): 3 clusters
  Score: Raw -108017.331716 + Penalty 2304.545692 = -105712.786024
  nChanged 4
		SP:Iteration 20F (8635.000000 sec): 3 clusters
  Score: Raw -108025.807444 + Penalty 2304.545692 = -105721.261752
  nChanged 9
		SP:Iteration 21Q (8635.000000 sec): 3 clusters
  Score: Raw -108035.505294 + Penalty 2304.545692 = -105730.959601
  nChanged 6
		SP:Iteration 22Q (8635.000000 sec): 3 clusters
  Score: Raw -108041.111957 + Penalty 2304.545692 = -105736.566265
  nChanged 3
		SP:Iteration 23Q (8635.010000 sec): 3 clusters
  Score: Raw -108043.231116 + Penalty 2304.545692 = -105738.685424
  nChanged 2
		SP:Iteration 24Q (8635.010000 sec): 3 clusters
  Score: Raw -108043.977773 + Penalty 2304.545692 = -105739.432081
  nChanged 1
		SP:Iteration 25Q (8635.010000 sec): 3 clusters
  Score: Raw -108044.491721 + Penalty 2304.545692 = -105739.946029
  nChanged 1
		SP:Iteration 26Q (8635.010000 sec): 3 clusters
  Score: Raw -108046.067904 + Penalty 2304.545692 = -105741.522212
  nChanged 2
		SP:Iteration 27Q (8635.010000 sec): 3 clusters
  Score: Raw -108047.599525 + Penalty 2304.545692 = -105743.053832
  nChanged 1
		SP:Iteration 28Q (8635.020000 sec): 3 clusters
  Score: Raw -108048.165951 + Penalty 2304.545692 = -105743.620259
  nChanged 0
		SP:Iteration 29F (8635.020000 sec): 3 clusters
  Score: Raw -108048.165951 + Penalty 2304.545692 = -105743.620259
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.030000 sec): 2 clusters
  Score: Raw -397919.704976 + Penalty 1351.835245 = -396567.869731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8635.050000 sec): 3 clusters
  Score: Raw -395865.991239 + Penalty 2703.670491 = -393162.320748
  nChanged 1618
		SP:Iteration 1F (8635.050000 sec): 3 clusters
  Score: Raw -396789.552161 + Penalty 2703.670491 = -394085.881670
  nChanged 327
		SP:Iteration 2F (8635.060000 sec): 3 clusters
  Score: Raw -396995.237048 + Penalty 2703.670491 = -394291.566558
  nChanged 240
		SP:Iteration 3F (8635.070000 sec): 3 clusters
  Score: Raw -397185.774424 + Penalty 2703.670491 = -394482.103934
  nChanged 233
		SP:Iteration 4F (8635.080000 sec): 3 clusters
  Score: Raw -397366.576693 + Penalty 2703.670491 = -394662.906202
  nChanged 218
		SP:Iteration 5F (8635.090000 sec): 3 clusters
  Score: Raw -397545.456981 + Penalty 2703.670491 = -394841.786490
  nChanged 231
		SP:Iteration 6F (8635.100000 sec): 3 clusters
  Score: Raw -397711.315872 + Penalty 2703.670491 = -395007.645381
  nChanged 197
		SP:Iteration 7Q (8635.110000 sec): 3 clusters
  Score: Raw -397827.498036 + Penalty 2703.670491 = -395123.827545
  nChanged 164
		SP:Iteration 8Q (8635.120000 sec): 3 clusters
  Score: Raw -397935.432442 + Penalty 2703.670491 = -395231.761951
  nChanged 161
		SP:Iteration 9Q (8635.130000 sec): 3 clusters
  Score: Raw -398038.300917 + Penalty 2703.670491 = -395334.630426
  nChanged 144
		SP:Iteration 10Q (8635.140000 sec): 3 clusters
  Score: Raw -398122.009758 + Penalty 2703.670491 = -395418.339268
  nChanged 116
		SP:Iteration 11Q (8635.150000 sec): 3 clusters
  Score: Raw -398188.548296 + Penalty 2703.670491 = -395484.877806
  nChanged 97
		SP:Iteration 12Q (8635.150000 sec): 3 clusters
  Score: Raw -398247.172066 + Penalty 2703.670491 = -395543.501575
  nChanged 84
		SP:Iteration 13Q (8635.160000 sec): 3 clusters
  Score: Raw -398298.244745 + Penalty 2703.670491 = -395594.574254
  nChanged 68
		SP:Iteration 14Q (8635.170000 sec): 3 clusters
  Score: Raw -398346.002231 + Penalty 2703.670491 = -395642.331740
  nChanged 61
		SP:Iteration 15Q (8635.180000 sec): 3 clusters
  Score: Raw -398388.209001 + Penalty 2703.670491 = -395684.538510
  nChanged 53
		SP:Iteration 16Q (8635.190000 sec): 3 clusters
  Score: Raw -398421.922500 + Penalty 2703.670491 = -395718.252009
  nChanged 45
		SP:Iteration 17Q (8635.200000 sec): 3 clusters
  Score: Raw -398453.254962 + Penalty 2703.670491 = -395749.584471
  nChanged 40
		SP:Iteration 18Q (8635.210000 sec): 3 clusters
  Score: Raw -398481.669569 + Penalty 2703.670491 = -395777.999078
  nChanged 31
		SP:Iteration 19Q (8635.220000 sec): 3 clusters
  Score: Raw -398507.747969 + Penalty 2703.670491 = -395804.077478
  nChanged 31
		SP:Iteration 20F (8635.230000 sec): 3 clusters
  Score: Raw -398533.290839 + Penalty 2703.670491 = -395829.620349
  nChanged 18
		SP:Iteration 21Q (8635.240000 sec): 3 clusters
  Score: Raw -398547.651730 + Penalty 2703.670491 = -395843.981240
  nChanged 18
		SP:Iteration 22Q (8635.250000 sec): 3 clusters
  Score: Raw -398558.557084 + Penalty 2703.670491 = -395854.886593
  nChanged 20
		SP:Iteration 23Q (8635.250000 sec): 3 clusters
  Score: Raw -398572.612567 + Penalty 2703.670491 = -395868.942077
  nChanged 20
		SP:Iteration 24Q (8635.260000 sec): 3 clusters
  Score: Raw -398584.149675 + Penalty 2703.670491 = -395880.479185
  nChanged 15
		SP:Iteration 25Q (8635.270000 sec): 3 clusters
  Score: Raw -398595.140864 + Penalty 2703.670491 = -395891.470374
  nChanged 14
		SP:Iteration 26Q (8635.280000 sec): 3 clusters
  Score: Raw -398603.650503 + Penalty 2703.670491 = -395899.980012
  nChanged 15
		SP:Iteration 27Q (8635.290000 sec): 3 clusters
  Score: Raw -398609.561567 + Penalty 2703.670491 = -395905.891077
  nChanged 14
		SP:Iteration 28Q (8635.300000 sec): 3 clusters
  Score: Raw -398615.708090 + Penalty 2703.670491 = -395912.037599
  nChanged 12
		SP:Iteration 29Q (8635.310000 sec): 3 clusters
  Score: Raw -398621.058733 + Penalty 2703.670491 = -395917.388243
  nChanged 11
		SP:Iteration 30Q (8635.310000 sec): 3 clusters
  Score: Raw -398625.431742 + Penalty 2703.670491 = -395921.761252
  nChanged 7
		SP:Iteration 31Q (8635.330000 sec): 3 clusters
  Score: Raw -398629.447958 + Penalty 2703.670491 = -395925.777467
  nChanged 6
		SP:Iteration 32Q (8635.330000 sec): 3 clusters
  Score: Raw -398632.539836 + Penalty 2703.670491 = -395928.869346
  nChanged 10
		SP:Iteration 33Q (8635.340000 sec): 3 clusters
  Score: Raw -398638.582122 + Penalty 2703.670491 = -395934.911631
  nChanged 7
		SP:Iteration 34Q (8635.350000 sec): 3 clusters
  Score: Raw -398644.991811 + Penalty 2703.670491 = -395941.321320
  nChanged 7
		SP:Iteration 35Q (8635.360000 sec): 3 clusters
  Score: Raw -398651.347424 + Penalty 2703.670491 = -395947.676933
  nChanged 11
		SP:Iteration 36Q (8635.370000 sec): 3 clusters
  Score: Raw -398656.064797 + Penalty 2703.670491 = -395952.394306
  nChanged 8
		SP:Iteration 37Q (8635.370000 sec): 3 clusters
  Score: Raw -398658.717360 + Penalty 2703.670491 = -395955.046869
  nChanged 5
		SP:Iteration 38Q (8635.380000 sec): 3 clusters
  Score: Raw -398660.548765 + Penalty 2703.670491 = -395956.878274
  nChanged 5
		SP:Iteration 39Q (8635.390000 sec): 3 clusters
  Score: Raw -398663.307736 + Penalty 2703.670491 = -395959.637245
  nChanged 5
		SP:Iteration 40F (8635.400000 sec): 3 clusters
  Score: Raw -398665.677710 + Penalty 2703.670491 = -395962.007219
  nChanged 5
		SP:Iteration 41Q (8635.410000 sec): 3 clusters
  Score: Raw -398667.416872 + Penalty 2703.670491 = -395963.746381
  nChanged 3
		SP:Iteration 42Q (8635.420000 sec): 3 clusters
  Score: Raw -398668.152710 + Penalty 2703.670491 = -395964.482220
  nChanged 1
		SP:Iteration 43Q (8635.430000 sec): 3 clusters
  Score: Raw -398668.579015 + Penalty 2703.670491 = -395964.908525
  nChanged 2
		SP:Iteration 44Q (8635.430000 sec): 3 clusters
  Score: Raw -398668.994817 + Penalty 2703.670491 = -395965.324327
  nChanged 1
		SP:Iteration 45Q (8635.440000 sec): 3 clusters
  Score: Raw -398669.460512 + Penalty 2703.670491 = -395965.790022
  nChanged 1
		SP:Iteration 46Q (8635.450000 sec): 3 clusters
  Score: Raw -398669.689553 + Penalty 2703.670491 = -395966.019062
  nChanged 1
		SP:Iteration 47Q (8635.460000 sec): 3 clusters
  Score: Raw -398669.825774 + Penalty 2703.670491 = -395966.155283
  nChanged 0
		SP:Iteration 48F (8635.470000 sec): 3 clusters
  Score: Raw -398669.825774 + Penalty 2703.670491 = -395966.155283
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.520000 sec): 2 clusters
  Score: Raw -1649507.845148 + Penalty 1577.681621 = -1647930.163528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8635.560000 sec): 3 clusters
  Score: Raw -1639750.152492 + Penalty 3155.363241 = -1636594.789251
  nChanged 7316
		SP:Iteration 1F (8635.600000 sec): 3 clusters
  Score: Raw -1643741.037966 + Penalty 3155.363241 = -1640585.674725
  nChanged 866
		SP:Iteration 2F (8635.640000 sec): 3 clusters
  Score: Raw -1644053.109340 + Penalty 3155.363241 = -1640897.746098
  nChanged 735
		SP:Iteration 3Q (8635.680000 sec): 3 clusters
  Score: Raw -1644312.127111 + Penalty 3155.363241 = -1641156.763870
  nChanged 663
		SP:Iteration 4Q (8635.720000 sec): 3 clusters
  Score: Raw -1644536.668218 + Penalty 3155.363241 = -1641381.304976
  nChanged 636
		SP:Iteration 5Q (8635.760000 sec): 3 clusters
  Score: Raw -1644763.152910 + Penalty 3155.363241 = -1641607.789668
  nChanged 589
		SP:Iteration 6Q (8635.800000 sec): 3 clusters
  Score: Raw -1644987.351088 + Penalty 3155.363241 = -1641831.987846
  nChanged 571
		SP:Iteration 7Q (8635.840000 sec): 3 clusters
  Score: Raw -1645213.669745 + Penalty 3155.363241 = -1642058.306504
  nChanged 588
		SP:Iteration 8Q (8635.880000 sec): 3 clusters
  Score: Raw -1645440.171268 + Penalty 3155.363241 = -1642284.808027
  nChanged 575
		SP:Iteration 9Q (8635.920000 sec): 3 clusters
  Score: Raw -1645648.702844 + Penalty 3155.363241 = -1642493.339602
  nChanged 549
		SP:Iteration 10Q (8635.960000 sec): 3 clusters
  Score: Raw -1645829.748178 + Penalty 3155.363241 = -1642674.384937
  nChanged 451
		SP:Iteration 11Q (8636.000000 sec): 3 clusters
  Score: Raw -1645957.208901 + Penalty 3155.363241 = -1642801.845659
  nChanged 388
		SP:Iteration 12Q (8636.040000 sec): 3 clusters
  Score: Raw -1646054.669199 + Penalty 3155.363241 = -1642899.305958
  nChanged 351
		SP:Iteration 13Q (8636.080000 sec): 3 clusters
  Score: Raw -1646149.464881 + Penalty 3155.363241 = -1642994.101640
  nChanged 347
		SP:Iteration 14Q (8636.120000 sec): 3 clusters
  Score: Raw -1646236.347630 + Penalty 3155.363241 = -1643080.984389
  nChanged 311
		SP:Iteration 15Q (8636.160000 sec): 3 clusters
  Score: Raw -1646310.073026 + Penalty 3155.363241 = -1643154.709785
  nChanged 287
		SP:Iteration 16Q (8636.200000 sec): 3 clusters
  Score: Raw -1646380.841547 + Penalty 3155.363241 = -1643225.478306
  nChanged 294
		SP:Iteration 17Q (8636.240000 sec): 3 clusters
  Score: Raw -1646454.318570 + Penalty 3155.363241 = -1643298.955328
  nChanged 291
		SP:Iteration 18Q (8636.280000 sec): 3 clusters
  Score: Raw -1646528.896750 + Penalty 3155.363241 = -1643373.533508
  nChanged 286
		SP:Iteration 19Q (8636.320000 sec): 3 clusters
  Score: Raw -1646615.382556 + Penalty 3155.363241 = -1643460.019314
  nChanged 343
		SP:Iteration 20F (8636.360000 sec): 3 clusters
  Score: Raw -1646730.812788 + Penalty 3155.363241 = -1643575.449546
  nChanged 392
		SP:Iteration 21Q (8636.400000 sec): 3 clusters
  Score: Raw -1646879.034272 + Penalty 3155.363241 = -1643723.671031
  nChanged 414
		SP:Iteration 22Q (8636.440000 sec): 3 clusters
  Score: Raw -1647068.307189 + Penalty 3155.363241 = -1643912.943948
  nChanged 470
		SP:Iteration 23Q (8636.480000 sec): 3 clusters
  Score: Raw -1647298.560945 + Penalty 3155.363241 = -1644143.197704
  nChanged 454
		SP:Iteration 24Q (8636.510000 sec): 3 clusters
  Score: Raw -1647544.901053 + Penalty 3155.363241 = -1644389.537812
  nChanged 482
		SP:Iteration 25Q (8636.550000 sec): 3 clusters
  Score: Raw -1647821.762196 + Penalty 3155.363241 = -1644666.398955
  nChanged 451
		SP:Iteration 26Q (8636.590000 sec): 3 clusters
  Score: Raw -1648073.420841 + Penalty 3155.363241 = -1644918.057599
  nChanged 401
		SP:Iteration 27Q (8636.630000 sec): 3 clusters
  Score: Raw -1648325.151109 + Penalty 3155.363241 = -1645169.787867
  nChanged 369
		SP:Iteration 28Q (8636.670000 sec): 3 clusters
  Score: Raw -1648533.671858 + Penalty 3155.363241 = -1645378.308617
  nChanged 328
		SP:Iteration 29Q (8636.700000 sec): 3 clusters
  Score: Raw -1648724.627229 + Penalty 3155.363241 = -1645569.263988
  nChanged 299
		SP:Iteration 30Q (8636.730000 sec): 3 clusters
  Score: Raw -1648889.243639 + Penalty 3155.363241 = -1645733.880398
  nChanged 267
		SP:Iteration 31Q (8636.770000 sec): 3 clusters
  Score: Raw -1649024.200939 + Penalty 3155.363241 = -1645868.837698
  nChanged 211
		SP:Iteration 32Q (8636.810000 sec): 3 clusters
  Score: Raw -1649132.281823 + Penalty 3155.363241 = -1645976.918582
  nChanged 181
		SP:Iteration 33Q (8636.840000 sec): 3 clusters
  Score: Raw -1649203.085770 + Penalty 3155.363241 = -1646047.722528
  nChanged 150
		SP:Iteration 34Q (8636.870000 sec): 3 clusters
  Score: Raw -1649254.441357 + Penalty 3155.363241 = -1646099.078115
  nChanged 125
		SP:Iteration 35Q (8636.910000 sec): 3 clusters
  Score: Raw -1649291.054007 + Penalty 3155.363241 = -1646135.690766
  nChanged 90
		SP:Iteration 36Q (8636.940000 sec): 3 clusters
  Score: Raw -1649311.009426 + Penalty 3155.363241 = -1646155.646185
  nChanged 77
		SP:Iteration 37Q (8636.970000 sec): 3 clusters
  Score: Raw -1649329.687718 + Penalty 3155.363241 = -1646174.324477
  nChanged 75
		SP:Iteration 38Q (8637.010000 sec): 3 clusters
  Score: Raw -1649345.618599 + Penalty 3155.363241 = -1646190.255357
  nChanged 58
		SP:Iteration 39Q (8637.040000 sec): 3 clusters
  Score: Raw -1649356.062540 + Penalty 3155.363241 = -1646200.699299
  nChanged 40
		SP:Iteration 40F (8637.080000 sec): 3 clusters
  Score: Raw -1649373.460125 + Penalty 3155.363241 = -1646218.096884
  nChanged 47
		SP:Iteration 41Q (8637.120000 sec): 3 clusters
  Score: Raw -1649381.117201 + Penalty 3155.363241 = -1646225.753959
  nChanged 42
		SP:Iteration 42Q (8637.150000 sec): 3 clusters
  Score: Raw -1649387.123684 + Penalty 3155.363241 = -1646231.760442
  nChanged 35
		SP:Iteration 43Q (8637.180000 sec): 3 clusters
  Score: Raw -1649392.167784 + Penalty 3155.363241 = -1646236.804542
  nChanged 30
		SP:Iteration 44Q (8637.220000 sec): 3 clusters
  Score: Raw -1649396.649292 + Penalty 3155.363241 = -1646241.286051
  nChanged 28
		SP:Iteration 45Q (8637.250000 sec): 3 clusters
  Score: Raw -1649400.775730 + Penalty 3155.363241 = -1646245.412489
  nChanged 27
		SP:Iteration 46Q (8637.280000 sec): 3 clusters
  Score: Raw -1649404.339082 + Penalty 3155.363241 = -1646248.975840
  nChanged 19
		SP:Iteration 47Q (8637.320000 sec): 3 clusters
  Score: Raw -1649406.042759 + Penalty 3155.363241 = -1646250.679517
  nChanged 12
		SP:Iteration 48Q (8637.350000 sec): 3 clusters
  Score: Raw -1649407.493653 + Penalty 3155.363241 = -1646252.130412
  nChanged 16
		SP:Iteration 49Q (8637.380000 sec): 3 clusters
  Score: Raw -1649409.633093 + Penalty 3155.363241 = -1646254.269852
  nChanged 15
		SP:Iteration 50Q (8637.410000 sec): 3 clusters
  Score: Raw -1649411.552783 + Penalty 3155.363241 = -1646256.189542
  nChanged 11
		SP:Iteration 51Q (8637.450000 sec): 3 clusters
  Score: Raw -1649412.436511 + Penalty 3155.363241 = -1646257.073270
  nChanged 10
		SP:Iteration 52Q (8637.480000 sec): 3 clusters
  Score: Raw -1649413.179359 + Penalty 3155.363241 = -1646257.816117
  nChanged 10
		SP:Iteration 53Q (8637.510000 sec): 3 clusters
  Score: Raw -1649413.871685 + Penalty 3155.363241 = -1646258.508443
  nChanged 10
		SP:Iteration 54Q (8637.550000 sec): 3 clusters
  Score: Raw -1649414.670130 + Penalty 3155.363241 = -1646259.306888
  nChanged 8
		SP:Iteration 55Q (8637.580000 sec): 3 clusters
  Score: Raw -1649415.388012 + Penalty 3155.363241 = -1646260.024770
  nChanged 9
		SP:Iteration 56Q (8637.610000 sec): 3 clusters
  Score: Raw -1649416.167120 + Penalty 3155.363241 = -1646260.803878
  nChanged 8
		SP:Iteration 57Q (8637.650000 sec): 3 clusters
  Score: Raw -1649416.997102 + Penalty 3155.363241 = -1646261.633861
  nChanged 8
		SP:Iteration 58Q (8637.680000 sec): 3 clusters
  Score: Raw -1649418.088507 + Penalty 3155.363241 = -1646262.725266
  nChanged 8
		SP:Iteration 59Q (8637.710000 sec): 3 clusters
  Score: Raw -1649418.746044 + Penalty 3155.363241 = -1646263.382803
  nChanged 4
		SP:Iteration 60F (8637.750000 sec): 3 clusters
  Score: Raw -1649419.179660 + Penalty 3155.363241 = -1646263.816419
  nChanged 5
		SP:Iteration 61Q (8637.790000 sec): 3 clusters
  Score: Raw -1649419.521364 + Penalty 3155.363241 = -1646264.158122
  nChanged 1
		SP:Iteration 62Q (8637.820000 sec): 3 clusters
  Score: Raw -1649419.640055 + Penalty 3155.363241 = -1646264.276814
  nChanged 0
		SP:Iteration 63F (8637.860000 sec): 3 clusters
  Score: Raw -1649419.640055 + Penalty 3155.363241 = -1646264.276814
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8637.870000 sec): 2 clusters
  Score: Raw -188842.638368 + Penalty 1228.597689 = -187614.040679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8637.880000 sec): 3 clusters
  Score: Raw -188067.938574 + Penalty 2457.195378 = -185610.743196
  nChanged 653
		SP:Iteration 1F (8637.880000 sec): 3 clusters
  Score: Raw -188581.292668 + Penalty 2457.195378 = -186124.097291
  nChanged 158
		SP:Iteration 2F (8637.890000 sec): 3 clusters
  Score: Raw -188717.566110 + Penalty 2457.195378 = -186260.370732
  nChanged 110
		SP:Iteration 3F (8637.890000 sec): 3 clusters
  Score: Raw -188806.183355 + Penalty 2457.195378 = -186348.987977
  nChanged 89
		SP:Iteration 4Q (8637.890000 sec): 3 clusters
  Score: Raw -188898.523533 + Penalty 2457.195378 = -186441.328155
  nChanged 99
		SP:Iteration 5F (8637.900000 sec): 3 clusters
  Score: Raw -189015.226096 + Penalty 2457.195378 = -186558.030718
  nChanged 87
		SP:Iteration 6Q (8637.910000 sec): 3 clusters
  Score: Raw -189102.629027 + Penalty 2457.195378 = -186645.433649
  nChanged 86
		SP:Iteration 7Q (8637.910000 sec): 3 clusters
  Score: Raw -189177.866231 + Penalty 2457.195378 = -186720.670853
  nChanged 69
		SP:Iteration 8Q (8637.910000 sec): 3 clusters
  Score: Raw -189240.754071 + Penalty 2457.195378 = -186783.558693
  nChanged 56
		SP:Iteration 9Q (8637.920000 sec): 3 clusters
  Score: Raw -189281.137414 + Penalty 2457.195378 = -186823.942036
  nChanged 39
		SP:Iteration 10Q (8637.920000 sec): 3 clusters
  Score: Raw -189305.954434 + Penalty 2457.195378 = -186848.759056
  nChanged 26
		SP:Iteration 11Q (8637.930000 sec): 3 clusters
  Score: Raw -189321.098272 + Penalty 2457.195378 = -186863.902894
  nChanged 18
		SP:Iteration 12Q (8637.930000 sec): 3 clusters
  Score: Raw -189330.650700 + Penalty 2457.195378 = -186873.455322
  nChanged 16
		SP:Iteration 13Q (8637.930000 sec): 3 clusters
  Score: Raw -189339.954894 + Penalty 2457.195378 = -186882.759516
  nChanged 14
		SP:Iteration 14Q (8637.940000 sec): 3 clusters
  Score: Raw -189346.472645 + Penalty 2457.195378 = -186889.277267
  nChanged 7
		SP:Iteration 15Q (8637.940000 sec): 3 clusters
  Score: Raw -189350.044936 + Penalty 2457.195378 = -186892.849559
  nChanged 7
		SP:Iteration 16Q (8637.950000 sec): 3 clusters
  Score: Raw -189354.245322 + Penalty 2457.195378 = -186897.049944
  nChanged 9
		SP:Iteration 17Q (8637.950000 sec): 3 clusters
  Score: Raw -189359.270630 + Penalty 2457.195378 = -186902.075253
  nChanged 4
		SP:Iteration 18Q (8637.950000 sec): 3 clusters
  Score: Raw -189360.436318 + Penalty 2457.195378 = -186903.240940
  nChanged 2
		SP:Iteration 19Q (8637.960000 sec): 3 clusters
  Score: Raw -189361.595995 + Penalty 2457.195378 = -186904.400618
  nChanged 2
		SP:Iteration 20F (8637.960000 sec): 3 clusters
  Score: Raw -189362.186676 + Penalty 2457.195378 = -186904.991298
  nChanged 1
		SP:Iteration 21Q (8637.970000 sec): 3 clusters
  Score: Raw -189362.487391 + Penalty 2457.195378 = -186905.292013
  nChanged 1
		SP:Iteration 22Q (8637.970000 sec): 3 clusters
  Score: Raw -189362.992053 + Penalty 2457.195378 = -186905.796675
  nChanged 0
		SP:Iteration 23F (8637.980000 sec): 3 clusters
  Score: Raw -189362.992053 + Penalty 2457.195378 = -186905.796675
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8637.980000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8637.980000 sec): 3 clusters
  Score: Raw -65516.276472 + Penalty 2131.414286 = -63384.862186
  nChanged 194
		SP:Iteration 1F (8637.990000 sec): 3 clusters
  Score: Raw -65786.516168 + Penalty 2131.414286 = -63655.101882
  nChanged 65
		SP:Iteration 2F (8637.990000 sec): 3 clusters
  Score: Raw -65897.259656 + Penalty 2131.414286 = -63765.845370
  nChanged 41
		SP:Iteration 3F (8637.990000 sec): 3 clusters
  Score: Raw -65969.550998 + Penalty 2131.414286 = -63838.136712
  nChanged 34
		SP:Iteration 4Q (8637.990000 sec): 3 clusters
  Score: Raw -66014.890701 + Penalty 2131.414286 = -63883.476415
  nChanged 28
		SP:Iteration 5Q (8637.990000 sec): 3 clusters
  Score: Raw -66069.535213 + Penalty 2131.414286 = -63938.120927
  nChanged 17
		SP:Iteration 6Q (8637.990000 sec): 3 clusters
  Score: Raw -66111.794846 + Penalty 2131.414286 = -63980.380560
  nChanged 18
		SP:Iteration 7Q (8637.990000 sec): 3 clusters
  Score: Raw -66150.777183 + Penalty 2131.414286 = -64019.362897
  nChanged 16
		SP:Iteration 8Q (8638.000000 sec): 3 clusters
  Score: Raw -66194.037819 + Penalty 2131.414286 = -64062.623533
  nChanged 13
		SP:Iteration 9Q (8638.000000 sec): 3 clusters
  Score: Raw -66233.819749 + Penalty 2131.414286 = -64102.405463
  nChanged 21
		SP:Iteration 10Q (8638.000000 sec): 3 clusters
  Score: Raw -66300.998137 + Penalty 2131.414286 = -64169.583851
  nChanged 20
		SP:Iteration 11Q (8638.000000 sec): 3 clusters
  Score: Raw -66350.715739 + Penalty 2131.414286 = -64219.301453
  nChanged 16
		SP:Iteration 12Q (8638.000000 sec): 3 clusters
  Score: Raw -66407.342629 + Penalty 2131.414286 = -64275.928343
  nChanged 11
		SP:Iteration 13Q (8638.000000 sec): 3 clusters
  Score: Raw -66426.396894 + Penalty 2131.414286 = -64294.982608
  nChanged 10
		SP:Iteration 14Q (8638.010000 sec): 3 clusters
  Score: Raw -66439.970345 + Penalty 2131.414286 = -64308.556059
  nChanged 10
		SP:Iteration 15Q (8638.010000 sec): 3 clusters
  Score: Raw -66454.829498 + Penalty 2131.414286 = -64323.415212
  nChanged 7
		SP:Iteration 16Q (8638.010000 sec): 3 clusters
  Score: Raw -66477.470553 + Penalty 2131.414286 = -64346.056267
  nChanged 9
		SP:Iteration 17Q (8638.010000 sec): 3 clusters
  Score: Raw -66495.291673 + Penalty 2131.414286 = -64363.877388
  nChanged 6
		SP:Iteration 18Q (8638.010000 sec): 3 clusters
  Score: Raw -66504.280062 + Penalty 2131.414286 = -64372.865776
  nChanged 7
		SP:Iteration 19Q (8638.010000 sec): 3 clusters
  Score: Raw -66513.233060 + Penalty 2131.414286 = -64381.818774
  nChanged 4
		SP:Iteration 20F (8638.010000 sec): 3 clusters
  Score: Raw -66517.819026 + Penalty 2131.414286 = -64386.404740
  nChanged 2
		SP:Iteration 21Q (8638.010000 sec): 3 clusters
  Score: Raw -66519.331374 + Penalty 2131.414286 = -64387.917088
  nChanged 0
		SP:Iteration 22F (8638.020000 sec): 3 clusters
  Score: Raw -66519.331374 + Penalty 2131.414286 = -64387.917088
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8638.030000 sec): 2 clusters
  Score: Raw -493732.255500 + Penalty 1378.893117 = -492353.362383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8638.050000 sec): 3 clusters
  Score: Raw -491199.850564 + Penalty 2757.786234 = -488442.064330
  nChanged 1927
		SP:Iteration 1F (8638.050000 sec): 3 clusters
  Score: Raw -492239.559453 + Penalty 2757.786234 = -489481.773219
  nChanged 347
		SP:Iteration 2F (8638.070000 sec): 3 clusters
  Score: Raw -492413.708024 + Penalty 2757.786234 = -489655.921790
  nChanged 258
		SP:Iteration 3F (8638.080000 sec): 3 clusters
  Score: Raw -492541.338455 + Penalty 2757.786234 = -489783.552221
  nChanged 224
		SP:Iteration 4Q (8638.090000 sec): 3 clusters
  Score: Raw -492661.815798 + Penalty 2757.786234 = -489904.029564
  nChanged 236
		SP:Iteration 5Q (8638.100000 sec): 3 clusters
  Score: Raw -492795.428884 + Penalty 2757.786234 = -490037.642650
  nChanged 220
		SP:Iteration 6Q (8638.110000 sec): 3 clusters
  Score: Raw -492928.432822 + Penalty 2757.786234 = -490170.646588
  nChanged 212
		SP:Iteration 7Q (8638.120000 sec): 3 clusters
  Score: Raw -493065.888415 + Penalty 2757.786234 = -490308.102181
  nChanged 205
		SP:Iteration 8Q (8638.130000 sec): 3 clusters
  Score: Raw -493202.668543 + Penalty 2757.786234 = -490444.882309
  nChanged 182
		SP:Iteration 9Q (8638.150000 sec): 3 clusters
  Score: Raw -493320.124376 + Penalty 2757.786234 = -490562.338142
  nChanged 152
		SP:Iteration 10Q (8638.160000 sec): 3 clusters
  Score: Raw -493422.196522 + Penalty 2757.786234 = -490664.410288
  nChanged 153
		SP:Iteration 11Q (8638.170000 sec): 3 clusters
  Score: Raw -493537.962318 + Penalty 2757.786234 = -490780.176084
  nChanged 122
		SP:Iteration 12Q (8638.180000 sec): 3 clusters
  Score: Raw -493635.849736 + Penalty 2757.786234 = -490878.063502
  nChanged 95
		SP:Iteration 13Q (8638.190000 sec): 3 clusters
  Score: Raw -493711.070302 + Penalty 2757.786234 = -490953.284068
  nChanged 67
		SP:Iteration 14Q (8638.200000 sec): 3 clusters
  Score: Raw -493755.986428 + Penalty 2757.786234 = -490998.200194
  nChanged 48
		SP:Iteration 15Q (8638.210000 sec): 3 clusters
  Score: Raw -493790.341027 + Penalty 2757.786234 = -491032.554793
  nChanged 35
		SP:Iteration 16Q (8638.220000 sec): 3 clusters
  Score: Raw -493813.446002 + Penalty 2757.786234 = -491055.659768
  nChanged 25
		SP:Iteration 17Q (8638.230000 sec): 3 clusters
  Score: Raw -493836.133197 + Penalty 2757.786234 = -491078.346963
  nChanged 26
		SP:Iteration 18Q (8638.240000 sec): 3 clusters
  Score: Raw -493857.784819 + Penalty 2757.786234 = -491099.998585
  nChanged 22
		SP:Iteration 19Q (8638.250000 sec): 3 clusters
  Score: Raw -493874.130510 + Penalty 2757.786234 = -491116.344275
  nChanged 13
		SP:Iteration 20F (8638.270000 sec): 3 clusters
  Score: Raw -493885.537798 + Penalty 2757.786234 = -491127.751564
  nChanged 15
		SP:Iteration 21Q (8638.270000 sec): 3 clusters
  Score: Raw -493900.152560 + Penalty 2757.786234 = -491142.366326
  nChanged 15
		SP:Iteration 22Q (8638.290000 sec): 3 clusters
  Score: Raw -493911.503355 + Penalty 2757.786234 = -491153.717121
  nChanged 6
		SP:Iteration 23Q (8638.290000 sec): 3 clusters
  Score: Raw -493915.865543 + Penalty 2757.786234 = -491158.079309
  nChanged 9
		SP:Iteration 24Q (8638.310000 sec): 3 clusters
  Score: Raw -493922.564149 + Penalty 2757.786234 = -491164.777915
  nChanged 7
		SP:Iteration 25Q (8638.310000 sec): 3 clusters
  Score: Raw -493927.276100 + Penalty 2757.786234 = -491169.489866
  nChanged 4
		SP:Iteration 26Q (8638.330000 sec): 3 clusters
  Score: Raw -493931.598600 + Penalty 2757.786234 = -491173.812366
  nChanged 3
		SP:Iteration 27Q (8638.330000 sec): 3 clusters
  Score: Raw -493934.152627 + Penalty 2757.786234 = -491176.366393
  nChanged 3
		SP:Iteration 28Q (8638.350000 sec): 3 clusters
  Score: Raw -493936.246316 + Penalty 2757.786234 = -491178.460082
  nChanged 4
		SP:Iteration 29Q (8638.350000 sec): 3 clusters
  Score: Raw -493939.695237 + Penalty 2757.786234 = -491181.909003
  nChanged 3
		SP:Iteration 30Q (8638.370000 sec): 3 clusters
  Score: Raw -493942.047149 + Penalty 2757.786234 = -491184.260915
  nChanged 2
		SP:Iteration 31Q (8638.370000 sec): 3 clusters
  Score: Raw -493943.090174 + Penalty 2757.786234 = -491185.303940
  nChanged 3
		SP:Iteration 32Q (8638.380000 sec): 3 clusters
  Score: Raw -493945.917959 + Penalty 2757.786234 = -491188.131725
  nChanged 3
		SP:Iteration 33Q (8638.390000 sec): 3 clusters
  Score: Raw -493948.089908 + Penalty 2757.786234 = -491190.303674
  nChanged 1
		SP:Iteration 34Q (8638.400000 sec): 3 clusters
  Score: Raw -493949.574427 + Penalty 2757.786234 = -491191.788193
  nChanged 1
		SP:Iteration 35Q (8638.410000 sec): 3 clusters
  Score: Raw -493950.244073 + Penalty 2757.786234 = -491192.457839
  nChanged 2
		SP:Iteration 36Q (8638.420000 sec): 3 clusters
  Score: Raw -493952.474896 + Penalty 2757.786234 = -491194.688662
  nChanged 6
		SP:Iteration 37Q (8638.430000 sec): 3 clusters
  Score: Raw -493958.483531 + Penalty 2757.786234 = -491200.697297
  nChanged 6
		SP:Iteration 38Q (8638.440000 sec): 3 clusters
  Score: Raw -493962.853906 + Penalty 2757.786234 = -491205.067672
  nChanged 5
		SP:Iteration 39Q (8638.450000 sec): 3 clusters
  Score: Raw -493968.000004 + Penalty 2757.786234 = -491210.213770
  nChanged 3
		SP:Iteration 40F (8638.460000 sec): 3 clusters
  Score: Raw -493970.199328 + Penalty 2757.786234 = -491212.413094
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8638.470000 sec): 2 clusters
  Score: Raw -179683.072888 + Penalty 1213.168988 = -178469.903900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8638.470000 sec): 3 clusters
  Score: Raw -178971.969551 + Penalty 2426.337976 = -176545.631575
  nChanged 588
		SP:Iteration 1F (8638.480000 sec): 3 clusters
  Score: Raw -179367.806370 + Penalty 2426.337976 = -176941.468394
  nChanged 127
		SP:Iteration 2F (8638.480000 sec): 3 clusters
  Score: Raw -179468.084407 + Penalty 2426.337976 = -177041.746431
  nChanged 75
		SP:Iteration 3Q (8638.490000 sec): 3 clusters
  Score: Raw -179524.717589 + Penalty 2426.337976 = -177098.379613
  nChanged 44
		SP:Iteration 4Q (8638.490000 sec): 3 clusters
  Score: Raw -179552.090269 + Penalty 2426.337976 = -177125.752293
  nChanged 36
		SP:Iteration 5Q (8638.490000 sec): 3 clusters
  Score: Raw -179578.262803 + Penalty 2426.337976 = -177151.924827
  nChanged 33
		SP:Iteration 6Q (8638.500000 sec): 3 clusters
  Score: Raw -179598.100761 + Penalty 2426.337976 = -177171.762785
  nChanged 22
		SP:Iteration 7Q (8638.500000 sec): 3 clusters
  Score: Raw -179614.198465 + Penalty 2426.337976 = -177187.860489
  nChanged 20
		SP:Iteration 8Q (8638.510000 sec): 3 clusters
  Score: Raw -179624.810397 + Penalty 2426.337976 = -177198.472421
  nChanged 16
		SP:Iteration 9Q (8638.510000 sec): 3 clusters
  Score: Raw -179635.774430 + Penalty 2426.337976 = -177209.436454
  nChanged 19
		SP:Iteration 10Q (8638.510000 sec): 3 clusters
  Score: Raw -179648.790349 + Penalty 2426.337976 = -177222.452374
  nChanged 18
		SP:Iteration 11Q (8638.520000 sec): 3 clusters
  Score: Raw -179658.849052 + Penalty 2426.337976 = -177232.511076
  nChanged 13
		SP:Iteration 12Q (8638.520000 sec): 3 clusters
  Score: Raw -179668.920165 + Penalty 2426.337976 = -177242.582189
  nChanged 9
		SP:Iteration 13Q (8638.530000 sec): 3 clusters
  Score: Raw -179673.538927 + Penalty 2426.337976 = -177247.200951
  nChanged 8
		SP:Iteration 14Q (8638.530000 sec): 3 clusters
  Score: Raw -179677.379948 + Penalty 2426.337976 = -177251.041973
  nChanged 6
		SP:Iteration 15Q (8638.530000 sec): 3 clusters
  Score: Raw -179680.798077 + Penalty 2426.337976 = -177254.460102
  nChanged 8
		SP:Iteration 16Q (8638.540000 sec): 3 clusters
  Score: Raw -179686.158804 + Penalty 2426.337976 = -177259.820828
  nChanged 6
		SP:Iteration 17Q (8638.540000 sec): 3 clusters
  Score: Raw -179689.141132 + Penalty 2426.337976 = -177262.803156
  nChanged 8
		SP:Iteration 18Q (8638.550000 sec): 3 clusters
  Score: Raw -179694.568131 + Penalty 2426.337976 = -177268.230155
  nChanged 10
		SP:Iteration 19Q (8638.550000 sec): 3 clusters
  Score: Raw -179701.658481 + Penalty 2426.337976 = -177275.320505
  nChanged 7
		SP:Iteration 20F (8638.550000 sec): 3 clusters
  Score: Raw -179705.104592 + Penalty 2426.337976 = -177278.766616
  nChanged 2
		SP:Iteration 21Q (8638.560000 sec): 3 clusters
  Score: Raw -179706.206224 + Penalty 2426.337976 = -177279.868248
  nChanged 4
		SP:Iteration 22Q (8638.560000 sec): 3 clusters
  Score: Raw -179707.875045 + Penalty 2426.337976 = -177281.537069
  nChanged 3
		SP:Iteration 23Q (8638.570000 sec): 3 clusters
  Score: Raw -179709.175401 + Penalty 2426.337976 = -177282.837426
  nChanged 2
		SP:Iteration 24Q (8638.570000 sec): 3 clusters
  Score: Raw -179709.548976 + Penalty 2426.337976 = -177283.211000
  nChanged 1
		SP:Iteration 25Q (8638.570000 sec): 3 clusters
  Score: Raw -179710.296760 + Penalty 2426.337976 = -177283.958785
  nChanged 4
		SP:Iteration 26Q (8638.580000 sec): 3 clusters
  Score: Raw -179711.494171 + Penalty 2426.337976 = -177285.156195
  nChanged 0
		SP:Iteration 27F (8638.580000 sec): 3 clusters
  Score: Raw -179711.494171 + Penalty 2426.337976 = -177285.156195
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8638.590000 sec): 2 clusters
  Score: Raw -291098.112978 + Penalty 1310.605596 = -289787.507382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8638.600000 sec): 3 clusters
  Score: Raw -289608.232456 + Penalty 2621.211193 = -286987.021263
  nChanged 1196
		SP:Iteration 1F (8638.610000 sec): 3 clusters
  Score: Raw -290413.319901 + Penalty 2621.211193 = -287792.108708
  nChanged 309
		SP:Iteration 2F (8638.620000 sec): 3 clusters
  Score: Raw -290752.076993 + Penalty 2621.211193 = -288130.865800
  nChanged 270
		SP:Iteration 3F (8638.620000 sec): 3 clusters
  Score: Raw -291053.863820 + Penalty 2621.211193 = -288432.652627
  nChanged 231
		SP:Iteration 4F (8638.630000 sec): 3 clusters
  Score: Raw -291299.813449 + Penalty 2621.211193 = -288678.602257
  nChanged 173
		SP:Iteration 5F (8638.640000 sec): 3 clusters
  Score: Raw -291451.880997 + Penalty 2621.211193 = -288830.669804
  nChanged 122
		SP:Iteration 6Q (8638.650000 sec): 3 clusters
  Score: Raw -291574.665659 + Penalty 2621.211193 = -288953.454466
  nChanged 108
		SP:Iteration 7Q (8638.650000 sec): 3 clusters
  Score: Raw -291694.327176 + Penalty 2621.211193 = -289073.115983
  nChanged 86
		SP:Iteration 8Q (8638.660000 sec): 3 clusters
  Score: Raw -291774.516123 + Penalty 2621.211193 = -289153.304930
  nChanged 67
		SP:Iteration 9Q (8638.670000 sec): 3 clusters
  Score: Raw -291823.162485 + Penalty 2621.211193 = -289201.951292
  nChanged 43
		SP:Iteration 10Q (8638.670000 sec): 3 clusters
  Score: Raw -291851.750548 + Penalty 2621.211193 = -289230.539356
  nChanged 38
		SP:Iteration 11Q (8638.680000 sec): 3 clusters
  Score: Raw -291870.817751 + Penalty 2621.211193 = -289249.606558
  nChanged 28
		SP:Iteration 12Q (8638.690000 sec): 3 clusters
  Score: Raw -291881.099187 + Penalty 2621.211193 = -289259.887994
  nChanged 18
		SP:Iteration 13Q (8638.690000 sec): 3 clusters
  Score: Raw -291889.591613 + Penalty 2621.211193 = -289268.380420
  nChanged 19
		SP:Iteration 14Q (8638.700000 sec): 3 clusters
  Score: Raw -291900.850140 + Penalty 2621.211193 = -289279.638947
  nChanged 11
		SP:Iteration 15Q (8638.710000 sec): 3 clusters
  Score: Raw -291905.354263 + Penalty 2621.211193 = -289284.143070
  nChanged 7
		SP:Iteration 16Q (8638.710000 sec): 3 clusters
  Score: Raw -291907.335742 + Penalty 2621.211193 = -289286.124549
  nChanged 3
		SP:Iteration 17Q (8638.720000 sec): 3 clusters
  Score: Raw -291908.472732 + Penalty 2621.211193 = -289287.261539
  nChanged 6
		SP:Iteration 18Q (8638.730000 sec): 3 clusters
  Score: Raw -291911.889510 + Penalty 2621.211193 = -289290.678317
  nChanged 3
		SP:Iteration 19Q (8638.730000 sec): 3 clusters
  Score: Raw -291913.597941 + Penalty 2621.211193 = -289292.386748
  nChanged 2
		SP:Iteration 20F (8638.740000 sec): 3 clusters
  Score: Raw -291914.074150 + Penalty 2621.211193 = -289292.862957
  nChanged 2
		SP:Iteration 21Q (8638.750000 sec): 3 clusters
  Score: Raw -291914.635578 + Penalty 2621.211193 = -289293.424385
  nChanged 0
		SP:Iteration 22F (8638.760000 sec): 3 clusters
  Score: Raw -291914.635578 + Penalty 2621.211193 = -289293.424385
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8638.970000 sec): 2 clusters
  Score: Raw -7006559.924680 + Penalty 1809.339874 = -7004750.584806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8639.140000 sec): 3 clusters
  Score: Raw -6962464.665452 + Penalty 3618.679748 = -6958845.985704
  nChanged 32429
		SP:Iteration 1F (8639.310000 sec): 3 clusters
  Score: Raw -6981080.200701 + Penalty 3618.679748 = -6977461.520953
  nChanged 2710
		SP:Iteration 2Q (8639.490000 sec): 3 clusters
  Score: Raw -6981933.061281 + Penalty 3618.679748 = -6978314.381533
  nChanged 3272
		SP:Iteration 3Q (8639.670000 sec): 3 clusters
  Score: Raw -6983307.691562 + Penalty 3618.679748 = -6979689.011814
  nChanged 4148
		SP:Iteration 4F (8639.850000 sec): 3 clusters
  Score: Raw -6985606.802518 + Penalty 3618.679748 = -6981988.122770
  nChanged 5170
		SP:Iteration 5F (8640.020000 sec): 3 clusters
  Score: Raw -6989305.729862 + Penalty 3618.679748 = -6985687.050114
  nChanged 5755
		SP:Iteration 6F (8640.190000 sec): 3 clusters
  Score: Raw -6994192.444503 + Penalty 3618.679748 = -6990573.764755
  nChanged 5218
		SP:Iteration 7F (8640.370000 sec): 3 clusters
  Score: Raw -6999003.115804 + Penalty 3618.679748 = -6995384.436056
  nChanged 3921
		SP:Iteration 8F (8640.540000 sec): 3 clusters
  Score: Raw -7002860.737927 + Penalty 3618.679748 = -6999242.058179
  nChanged 2373
		SP:Iteration 9Q (8640.710000 sec): 3 clusters
  Score: Raw -7005264.323583 + Penalty 3618.679748 = -7001645.643835
  nChanged 960
		SP:Iteration 10Q (8640.870000 sec): 3 clusters
  Score: Raw -7006218.778382 + Penalty 3618.679748 = -7002600.098634
  nChanged 311
		SP:Iteration 11Q (8641.010000 sec): 3 clusters
  Score: Raw -7006558.318741 + Penalty 3618.679748 = -7002939.638992
  nChanged 84
		SP:Iteration 12Q (8641.140000 sec): 3 clusters
  Score: Raw -7006675.849956 + Penalty 3618.679748 = -7003057.170208
  nChanged 25
		SP:Iteration 13Q (8641.260000 sec): 3 clusters
  Score: Raw -7006719.128932 + Penalty 3618.679748 = -7003100.449184
  nChanged 10
		SP:Iteration 14Q (8641.380000 sec): 3 clusters
  Score: Raw -7006742.015116 + Penalty 3618.679748 = -7003123.335368
  nChanged 6
		SP:Iteration 15Q (8641.500000 sec): 3 clusters
  Score: Raw -7006753.475914 + Penalty 3618.679748 = -7003134.796165
  nChanged 0
		SP:Iteration 16F (8641.670000 sec): 3 clusters
  Score: Raw -7006753.475914 + Penalty 3618.679748 = -7003134.796165
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8641.710000 sec): 2 clusters
  Score: Raw -132342.621628 + Penalty 1205.454384 = -131137.167244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8641.720000 sec): 3 clusters
  Score: Raw -131691.598049 + Penalty 2410.908767 = -129280.689281
  nChanged 568
		SP:Iteration 1F (8641.720000 sec): 3 clusters
  Score: Raw -132148.349856 + Penalty 2410.908767 = -129737.441089
  nChanged 145
		SP:Iteration 2F (8641.730000 sec): 3 clusters
  Score: Raw -132299.972059 + Penalty 2410.908767 = -129889.063291
  nChanged 96
		SP:Iteration 3F (8641.730000 sec): 3 clusters
  Score: Raw -132404.985232 + Penalty 2410.908767 = -129994.076464
  nChanged 73
		SP:Iteration 4Q (8641.730000 sec): 3 clusters
  Score: Raw -132475.822387 + Penalty 2410.908767 = -130064.913619
  nChanged 57
		SP:Iteration 5Q (8641.740000 sec): 3 clusters
  Score: Raw -132529.130515 + Penalty 2410.908767 = -130118.221747
  nChanged 42
		SP:Iteration 6Q (8641.740000 sec): 3 clusters
  Score: Raw -132569.870146 + Penalty 2410.908767 = -130158.961379
  nChanged 39
		SP:Iteration 7Q (8641.750000 sec): 3 clusters
  Score: Raw -132602.053521 + Penalty 2410.908767 = -130191.144754
  nChanged 40
		SP:Iteration 8Q (8641.750000 sec): 3 clusters
  Score: Raw -132644.075307 + Penalty 2410.908767 = -130233.166540
  nChanged 40
		SP:Iteration 9Q (8641.750000 sec): 3 clusters
  Score: Raw -132683.569660 + Penalty 2410.908767 = -130272.660893
  nChanged 33
		SP:Iteration 10Q (8641.760000 sec): 3 clusters
  Score: Raw -132718.794251 + Penalty 2410.908767 = -130307.885484
  nChanged 35
		SP:Iteration 11Q (8641.760000 sec): 3 clusters
  Score: Raw -132761.357656 + Penalty 2410.908767 = -130350.448889
  nChanged 35
		SP:Iteration 12Q (8641.760000 sec): 3 clusters
  Score: Raw -132795.236789 + Penalty 2410.908767 = -130384.328022
  nChanged 24
		SP:Iteration 13Q (8641.770000 sec): 3 clusters
  Score: Raw -132820.713481 + Penalty 2410.908767 = -130409.804713
  nChanged 26
		SP:Iteration 14Q (8641.770000 sec): 3 clusters
  Score: Raw -132836.924676 + Penalty 2410.908767 = -130426.015909
  nChanged 21
		SP:Iteration 15Q (8641.770000 sec): 3 clusters
  Score: Raw -132854.005497 + Penalty 2410.908767 = -130443.096730
  nChanged 14
		SP:Iteration 16Q (8641.780000 sec): 3 clusters
  Score: Raw -132864.643382 + Penalty 2410.908767 = -130453.734614
  nChanged 12
		SP:Iteration 17Q (8641.780000 sec): 3 clusters
  Score: Raw -132872.437730 + Penalty 2410.908767 = -130461.528963
  nChanged 8
		SP:Iteration 18Q (8641.790000 sec): 3 clusters
  Score: Raw -132881.051438 + Penalty 2410.908767 = -130470.142670
  nChanged 7
		SP:Iteration 19Q (8641.790000 sec): 3 clusters
  Score: Raw -132886.707432 + Penalty 2410.908767 = -130475.798664
  nChanged 7
		SP:Iteration 20F (8641.790000 sec): 3 clusters
  Score: Raw -132897.868483 + Penalty 2410.908767 = -130486.959716
  nChanged 7
		SP:Iteration 21Q (8641.790000 sec): 3 clusters
  Score: Raw -132915.966709 + Penalty 2410.908767 = -130505.057942
  nChanged 15
		SP:Iteration 22Q (8641.800000 sec): 3 clusters
  Score: Raw -132927.524320 + Penalty 2410.908767 = -130516.615552
  nChanged 13
		SP:Iteration 23Q (8641.800000 sec): 3 clusters
  Score: Raw -132936.429302 + Penalty 2410.908767 = -130525.520534
  nChanged 10
		SP:Iteration 24Q (8641.810000 sec): 3 clusters
  Score: Raw -132941.404400 + Penalty 2410.908767 = -130530.495632
  nChanged 7
		SP:Iteration 25Q (8641.810000 sec): 3 clusters
  Score: Raw -132948.356389 + Penalty 2410.908767 = -130537.447622
  nChanged 9
		SP:Iteration 26Q (8641.810000 sec): 3 clusters
  Score: Raw -132956.012277 + Penalty 2410.908767 = -130545.103509
  nChanged 12
		SP:Iteration 27Q (8641.820000 sec): 3 clusters
  Score: Raw -132965.095661 + Penalty 2410.908767 = -130554.186894
  nChanged 11
		SP:Iteration 28Q (8641.820000 sec): 3 clusters
  Score: Raw -132971.830245 + Penalty 2410.908767 = -130560.921478
  nChanged 9
		SP:Iteration 29Q (8641.820000 sec): 3 clusters
  Score: Raw -132979.101901 + Penalty 2410.908767 = -130568.193133
  nChanged 6
		SP:Iteration 30Q (8641.830000 sec): 3 clusters
  Score: Raw -132982.621691 + Penalty 2410.908767 = -130571.712924
  nChanged 7
		SP:Iteration 31Q (8641.830000 sec): 3 clusters
  Score: Raw -132990.179982 + Penalty 2410.908767 = -130579.271215
  nChanged 14
		SP:Iteration 32Q (8641.830000 sec): 3 clusters
  Score: Raw -132998.383894 + Penalty 2410.908767 = -130587.475127
  nChanged 10
		SP:Iteration 33Q (8641.840000 sec): 3 clusters
  Score: Raw -133005.068393 + Penalty 2410.908767 = -130594.159626
  nChanged 8
		SP:Iteration 34Q (8641.840000 sec): 3 clusters
  Score: Raw -133008.959832 + Penalty 2410.908767 = -130598.051064
  nChanged 6
		SP:Iteration 35Q (8641.850000 sec): 3 clusters
  Score: Raw -133011.172686 + Penalty 2410.908767 = -130600.263919
  nChanged 2
		SP:Iteration 36Q (8641.850000 sec): 3 clusters
  Score: Raw -133012.149488 + Penalty 2410.908767 = -130601.240721
  nChanged 1
		SP:Iteration 37Q (8641.850000 sec): 3 clusters
  Score: Raw -133012.383232 + Penalty 2410.908767 = -130601.474465
  nChanged 1
		SP:Iteration 38Q (8641.850000 sec): 3 clusters
  Score: Raw -133012.579410 + Penalty 2410.908767 = -130601.670643
  nChanged 2
		SP:Iteration 39Q (8641.860000 sec): 3 clusters
  Score: Raw -133013.352931 + Penalty 2410.908767 = -130602.444163
  nChanged 3
		SP:Iteration 40F (8641.860000 sec): 3 clusters
  Score: Raw -133015.518120 + Penalty 2410.908767 = -130604.609352
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8641.870000 sec): 2 clusters
  Score: Raw -245207.983135 + Penalty 1282.766085 = -243925.217050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8641.880000 sec): 3 clusters
  Score: Raw -244004.926736 + Penalty 2565.532170 = -241439.394566
  nChanged 998
		SP:Iteration 1F (8641.890000 sec): 3 clusters
  Score: Raw -244642.902266 + Penalty 2565.532170 = -242077.370096
  nChanged 240
		SP:Iteration 2F (8641.890000 sec): 3 clusters
  Score: Raw -244822.514602 + Penalty 2565.532170 = -242256.982432
  nChanged 171
		SP:Iteration 3F (8641.900000 sec): 3 clusters
  Score: Raw -244981.328913 + Penalty 2565.532170 = -242415.796744
  nChanged 139
		SP:Iteration 4F (8641.910000 sec): 3 clusters
  Score: Raw -245117.921548 + Penalty 2565.532170 = -242552.389378
  nChanged 136
		SP:Iteration 5F (8641.910000 sec): 3 clusters
  Score: Raw -245279.593303 + Penalty 2565.532170 = -242714.061133
  nChanged 125
		SP:Iteration 6Q (8641.920000 sec): 3 clusters
  Score: Raw -245433.514426 + Penalty 2565.532170 = -242867.982256
  nChanged 126
		SP:Iteration 7Q (8641.920000 sec): 3 clusters
  Score: Raw -245582.329182 + Penalty 2565.532170 = -243016.797012
  nChanged 124
		SP:Iteration 8Q (8641.930000 sec): 3 clusters
  Score: Raw -245721.148043 + Penalty 2565.532170 = -243155.615873
  nChanged 103
		SP:Iteration 9Q (8641.930000 sec): 3 clusters
  Score: Raw -245809.369408 + Penalty 2565.532170 = -243243.837238
  nChanged 87
		SP:Iteration 10Q (8641.940000 sec): 3 clusters
  Score: Raw -245883.115698 + Penalty 2565.532170 = -243317.583528
  nChanged 60
		SP:Iteration 11Q (8641.950000 sec): 3 clusters
  Score: Raw -245933.406464 + Penalty 2565.532170 = -243367.874294
  nChanged 43
		SP:Iteration 12Q (8641.950000 sec): 3 clusters
  Score: Raw -245958.226072 + Penalty 2565.532170 = -243392.693902
  nChanged 26
		SP:Iteration 13Q (8641.960000 sec): 3 clusters
  Score: Raw -245976.370780 + Penalty 2565.532170 = -243410.838610
  nChanged 22
		SP:Iteration 14Q (8641.960000 sec): 3 clusters
  Score: Raw -245990.679188 + Penalty 2565.532170 = -243425.147018
  nChanged 22
		SP:Iteration 15Q (8641.970000 sec): 3 clusters
  Score: Raw -246002.563712 + Penalty 2565.532170 = -243437.031542
  nChanged 17
		SP:Iteration 16Q (8641.970000 sec): 3 clusters
  Score: Raw -246009.249617 + Penalty 2565.532170 = -243443.717448
  nChanged 12
		SP:Iteration 17Q (8641.980000 sec): 3 clusters
  Score: Raw -246014.670622 + Penalty 2565.532170 = -243449.138452
  nChanged 8
		SP:Iteration 18Q (8641.990000 sec): 3 clusters
  Score: Raw -246020.043554 + Penalty 2565.532170 = -243454.511384
  nChanged 10
		SP:Iteration 19Q (8641.990000 sec): 3 clusters
  Score: Raw -246024.475471 + Penalty 2565.532170 = -243458.943301
  nChanged 6
		SP:Iteration 20F (8642.000000 sec): 3 clusters
  Score: Raw -246026.139615 + Penalty 2565.532170 = -243460.607445
  nChanged 5
		SP:Iteration 21Q (8642.000000 sec): 3 clusters
  Score: Raw -246029.637541 + Penalty 2565.532170 = -243464.105372
  nChanged 4
		SP:Iteration 22Q (8642.010000 sec): 3 clusters
  Score: Raw -246031.793339 + Penalty 2565.532170 = -243466.261169
  nChanged 5
		SP:Iteration 23Q (8642.010000 sec): 3 clusters
  Score: Raw -246033.394801 + Penalty 2565.532170 = -243467.862631
  nChanged 4
		SP:Iteration 24Q (8642.020000 sec): 3 clusters
  Score: Raw -246034.663089 + Penalty 2565.532170 = -243469.130919
  nChanged 2
		SP:Iteration 25Q (8642.030000 sec): 3 clusters
  Score: Raw -246035.160957 + Penalty 2565.532170 = -243469.628787
  nChanged 2
		SP:Iteration 26Q (8642.030000 sec): 3 clusters
  Score: Raw -246036.320201 + Penalty 2565.532170 = -243470.788031
  nChanged 4
		SP:Iteration 27Q (8642.030000 sec): 3 clusters
  Score: Raw -246037.058632 + Penalty 2565.532170 = -243471.526462
  nChanged 0
		SP:Iteration 28F (8642.040000 sec): 3 clusters
  Score: Raw -246037.058632 + Penalty 2565.532170 = -243471.526462
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8642.060000 sec): 2 clusters
  Score: Raw -533775.041506 + Penalty 1399.826984 = -532375.214522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8642.070000 sec): 3 clusters
  Score: Raw -530923.044676 + Penalty 2799.653968 = -528123.390708
  nChanged 2229
		SP:Iteration 1F (8642.090000 sec): 3 clusters
  Score: Raw -532131.289632 + Penalty 2799.653968 = -529331.635663
  nChanged 396
		SP:Iteration 2F (8642.100000 sec): 3 clusters
  Score: Raw -532355.828147 + Penalty 2799.653968 = -529556.174179
  nChanged 307
		SP:Iteration 3F (8642.110000 sec): 3 clusters
  Score: Raw -532546.855789 + Penalty 2799.653968 = -529747.201821
  nChanged 281
		SP:Iteration 4F (8642.130000 sec): 3 clusters
  Score: Raw -532730.501082 + Penalty 2799.653968 = -529930.847114
  nChanged 263
		SP:Iteration 5Q (8642.140000 sec): 3 clusters
  Score: Raw -532927.877497 + Penalty 2799.653968 = -530128.223529
  nChanged 293
		SP:Iteration 6F (8642.150000 sec): 3 clusters
  Score: Raw -533147.474975 + Penalty 2799.653968 = -530347.821007
  nChanged 309
		SP:Iteration 7F (8642.160000 sec): 3 clusters
  Score: Raw -533423.657803 + Penalty 2799.653968 = -530624.003835
  nChanged 294
		SP:Iteration 8F (8642.180000 sec): 3 clusters
  Score: Raw -533652.665935 + Penalty 2799.653968 = -530853.011967
  nChanged 250
		SP:Iteration 9Q (8642.190000 sec): 3 clusters
  Score: Raw -533830.040216 + Penalty 2799.653968 = -531030.386248
  nChanged 211
		SP:Iteration 10Q (8642.200000 sec): 3 clusters
  Score: Raw -533985.986840 + Penalty 2799.653968 = -531186.332871
  nChanged 191
		SP:Iteration 11Q (8642.210000 sec): 3 clusters
  Score: Raw -534125.792631 + Penalty 2799.653968 = -531326.138662
  nChanged 164
		SP:Iteration 12Q (8642.230000 sec): 3 clusters
  Score: Raw -534230.564852 + Penalty 2799.653968 = -531430.910884
  nChanged 126
		SP:Iteration 13Q (8642.240000 sec): 3 clusters
  Score: Raw -534302.841003 + Penalty 2799.653968 = -531503.187034
  nChanged 93
		SP:Iteration 14Q (8642.260000 sec): 3 clusters
  Score: Raw -534341.131759 + Penalty 2799.653968 = -531541.477791
  nChanged 56
		SP:Iteration 15Q (8642.270000 sec): 3 clusters
  Score: Raw -534363.270824 + Penalty 2799.653968 = -531563.616856
  nChanged 47
		SP:Iteration 16Q (8642.280000 sec): 3 clusters
  Score: Raw -534379.214394 + Penalty 2799.653968 = -531579.560426
  nChanged 30
		SP:Iteration 17Q (8642.290000 sec): 3 clusters
  Score: Raw -534387.392240 + Penalty 2799.653968 = -531587.738272
  nChanged 25
		SP:Iteration 18Q (8642.300000 sec): 3 clusters
  Score: Raw -534393.902168 + Penalty 2799.653968 = -531594.248200
  nChanged 19
		SP:Iteration 19Q (8642.320000 sec): 3 clusters
  Score: Raw -534398.663633 + Penalty 2799.653968 = -531599.009665
  nChanged 11
		SP:Iteration 20F (8642.330000 sec): 3 clusters
  Score: Raw -534401.945216 + Penalty 2799.653968 = -531602.291248
  nChanged 15
		SP:Iteration 21Q (8642.340000 sec): 3 clusters
  Score: Raw -534406.325547 + Penalty 2799.653968 = -531606.671579
  nChanged 13
		SP:Iteration 22Q (8642.350000 sec): 3 clusters
  Score: Raw -534409.658996 + Penalty 2799.653968 = -531610.005028
  nChanged 13
		SP:Iteration 23Q (8642.360000 sec): 3 clusters
  Score: Raw -534412.454764 + Penalty 2799.653968 = -531612.800796
  nChanged 10
		SP:Iteration 24Q (8642.380000 sec): 3 clusters
  Score: Raw -534415.200434 + Penalty 2799.653968 = -531615.546466
  nChanged 8
		SP:Iteration 25Q (8642.390000 sec): 3 clusters
  Score: Raw -534416.760574 + Penalty 2799.653968 = -531617.106605
  nChanged 6
		SP:Iteration 26Q (8642.400000 sec): 3 clusters
  Score: Raw -534417.917826 + Penalty 2799.653968 = -531618.263858
  nChanged 5
		SP:Iteration 27Q (8642.410000 sec): 3 clusters
  Score: Raw -534418.662783 + Penalty 2799.653968 = -531619.008815
  nChanged 7
		SP:Iteration 28Q (8642.420000 sec): 3 clusters
  Score: Raw -534420.118158 + Penalty 2799.653968 = -531620.464190
  nChanged 1
		SP:Iteration 29Q (8642.440000 sec): 3 clusters
  Score: Raw -534420.359318 + Penalty 2799.653968 = -531620.705349
  nChanged 3
		SP:Iteration 30Q (8642.450000 sec): 3 clusters
  Score: Raw -534420.918382 + Penalty 2799.653968 = -531621.264414
  nChanged 3
		SP:Iteration 31Q (8642.460000 sec): 3 clusters
  Score: Raw -534421.340120 + Penalty 2799.653968 = -531621.686151
  nChanged 2
		SP:Iteration 32Q (8642.470000 sec): 3 clusters
  Score: Raw -534421.880093 + Penalty 2799.653968 = -531622.226124
  nChanged 2
		SP:Iteration 33Q (8642.480000 sec): 3 clusters
  Score: Raw -534422.173512 + Penalty 2799.653968 = -531622.519544
  nChanged 2
		SP:Iteration 34Q (8642.490000 sec): 3 clusters
  Score: Raw -534422.951084 + Penalty 2799.653968 = -531623.297116
  nChanged 0
		SP:Iteration 35F (8642.510000 sec): 3 clusters
  Score: Raw -534422.951084 + Penalty 2799.653968 = -531623.297116
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8642.520000 sec): 2 clusters
  Score: Raw -463959.925875 + Penalty 1369.253241 = -462590.672633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8642.530000 sec): 3 clusters
  Score: Raw -461645.025021 + Penalty 2738.506483 = -458906.518538
  nChanged 1807
		SP:Iteration 1F (8642.540000 sec): 3 clusters
  Score: Raw -462646.684393 + Penalty 2738.506483 = -459908.177910
  nChanged 349
		SP:Iteration 2F (8642.550000 sec): 3 clusters
  Score: Raw -462856.265650 + Penalty 2738.506483 = -460117.759168
  nChanged 233
		SP:Iteration 3F (8642.560000 sec): 3 clusters
  Score: Raw -462985.667683 + Penalty 2738.506483 = -460247.161200
  nChanged 200
		SP:Iteration 4Q (8642.580000 sec): 3 clusters
  Score: Raw -463087.185886 + Penalty 2738.506483 = -460348.679403
  nChanged 154
		SP:Iteration 5Q (8642.580000 sec): 3 clusters
  Score: Raw -463148.664144 + Penalty 2738.506483 = -460410.157661
  nChanged 107
		SP:Iteration 6Q (8642.600000 sec): 3 clusters
  Score: Raw -463189.151705 + Penalty 2738.506483 = -460450.645222
  nChanged 84
		SP:Iteration 7Q (8642.610000 sec): 3 clusters
  Score: Raw -463220.436615 + Penalty 2738.506483 = -460481.930132
  nChanged 75
		SP:Iteration 8Q (8642.620000 sec): 3 clusters
  Score: Raw -463248.459223 + Penalty 2738.506483 = -460509.952740
  nChanged 71
		SP:Iteration 9Q (8642.630000 sec): 3 clusters
  Score: Raw -463274.929706 + Penalty 2738.506483 = -460536.423223
  nChanged 68
		SP:Iteration 10Q (8642.640000 sec): 3 clusters
  Score: Raw -463298.278995 + Penalty 2738.506483 = -460559.772513
  nChanged 65
		SP:Iteration 11Q (8642.650000 sec): 3 clusters
  Score: Raw -463322.410644 + Penalty 2738.506483 = -460583.904161
  nChanged 68
		SP:Iteration 12Q (8642.660000 sec): 3 clusters
  Score: Raw -463347.627071 + Penalty 2738.506483 = -460609.120588
  nChanged 67
		SP:Iteration 13Q (8642.670000 sec): 3 clusters
  Score: Raw -463371.716662 + Penalty 2738.506483 = -460633.210179
  nChanged 67
		SP:Iteration 14Q (8642.680000 sec): 3 clusters
  Score: Raw -463397.472762 + Penalty 2738.506483 = -460658.966279
  nChanged 63
		SP:Iteration 15Q (8642.690000 sec): 3 clusters
  Score: Raw -463422.199769 + Penalty 2738.506483 = -460683.693286
  nChanged 55
		SP:Iteration 16Q (8642.700000 sec): 3 clusters
  Score: Raw -463440.379056 + Penalty 2738.506483 = -460701.872573
  nChanged 48
		SP:Iteration 17Q (8642.710000 sec): 3 clusters
  Score: Raw -463456.681327 + Penalty 2738.506483 = -460718.174844
  nChanged 46
		SP:Iteration 18Q (8642.720000 sec): 3 clusters
  Score: Raw -463474.022456 + Penalty 2738.506483 = -460735.515973
  nChanged 54
		SP:Iteration 19Q (8642.730000 sec): 3 clusters
  Score: Raw -463496.206137 + Penalty 2738.506483 = -460757.699655
  nChanged 54
		SP:Iteration 20F (8642.740000 sec): 3 clusters
  Score: Raw -463516.560988 + Penalty 2738.506483 = -460778.054505
  nChanged 56
		SP:Iteration 21Q (8642.750000 sec): 3 clusters
  Score: Raw -463541.483017 + Penalty 2738.506483 = -460802.976534
  nChanged 66
		SP:Iteration 22Q (8642.760000 sec): 3 clusters
  Score: Raw -463575.167660 + Penalty 2738.506483 = -460836.661178
  nChanged 64
		SP:Iteration 23Q (8642.770000 sec): 3 clusters
  Score: Raw -463608.087921 + Penalty 2738.506483 = -460869.581438
  nChanged 56
		SP:Iteration 24Q (8642.780000 sec): 3 clusters
  Score: Raw -463633.595968 + Penalty 2738.506483 = -460895.089486
  nChanged 60
		SP:Iteration 25Q (8642.800000 sec): 3 clusters
  Score: Raw -463661.254135 + Penalty 2738.506483 = -460922.747653
  nChanged 52
		SP:Iteration 26Q (8642.800000 sec): 3 clusters
  Score: Raw -463686.365505 + Penalty 2738.506483 = -460947.859022
  nChanged 47
		SP:Iteration 27Q (8642.820000 sec): 3 clusters
  Score: Raw -463708.581421 + Penalty 2738.506483 = -460970.074938
  nChanged 40
		SP:Iteration 28Q (8642.820000 sec): 3 clusters
  Score: Raw -463728.943393 + Penalty 2738.506483 = -460990.436910
  nChanged 40
		SP:Iteration 29Q (8642.840000 sec): 3 clusters
  Score: Raw -463748.271097 + Penalty 2738.506483 = -461009.764615
  nChanged 47
		SP:Iteration 30Q (8642.840000 sec): 3 clusters
  Score: Raw -463770.034917 + Penalty 2738.506483 = -461031.528434
  nChanged 48
		SP:Iteration 31Q (8642.860000 sec): 3 clusters
  Score: Raw -463796.080450 + Penalty 2738.506483 = -461057.573967
  nChanged 49
		SP:Iteration 32Q (8642.870000 sec): 3 clusters
  Score: Raw -463817.638848 + Penalty 2738.506483 = -461079.132365
  nChanged 36
		SP:Iteration 33Q (8642.880000 sec): 3 clusters
  Score: Raw -463836.167818 + Penalty 2738.506483 = -461097.661335
  nChanged 37
		SP:Iteration 34Q (8642.890000 sec): 3 clusters
  Score: Raw -463856.952679 + Penalty 2738.506483 = -461118.446197
  nChanged 44
		SP:Iteration 35Q (8642.900000 sec): 3 clusters
  Score: Raw -463883.245676 + Penalty 2738.506483 = -461144.739194
  nChanged 40
		SP:Iteration 36Q (8642.910000 sec): 3 clusters
  Score: Raw -463910.147141 + Penalty 2738.506483 = -461171.640658
  nChanged 34
		SP:Iteration 37Q (8642.920000 sec): 3 clusters
  Score: Raw -463930.780496 + Penalty 2738.506483 = -461192.274013
  nChanged 38
		SP:Iteration 38Q (8642.930000 sec): 3 clusters
  Score: Raw -463954.806358 + Penalty 2738.506483 = -461216.299875
  nChanged 32
		SP:Iteration 39Q (8642.940000 sec): 3 clusters
  Score: Raw -463974.688409 + Penalty 2738.506483 = -461236.181927
  nChanged 22
		SP:Iteration 40F (8642.950000 sec): 3 clusters
  Score: Raw -463988.211595 + Penalty 2738.506483 = -461249.705113
  nChanged 20
		SP:Iteration 41Q (8642.960000 sec): 3 clusters
  Score: Raw -464000.422455 + Penalty 2738.506483 = -461261.915973
  nChanged 16
		SP:Iteration 42Q (8642.960000 sec): 3 clusters
  Score: Raw -464008.606680 + Penalty 2738.506483 = -461270.100197
  nChanged 7
		SP:Iteration 43Q (8642.980000 sec): 3 clusters
  Score: Raw -464011.955652 + Penalty 2738.506483 = -461273.449170
  nChanged 8
		SP:Iteration 44Q (8642.980000 sec): 3 clusters
  Score: Raw -464015.722865 + Penalty 2738.506483 = -461277.216382
  nChanged 8
		SP:Iteration 45Q (8643.000000 sec): 3 clusters
  Score: Raw -464019.923408 + Penalty 2738.506483 = -461281.416926
  nChanged 7
		SP:Iteration 46Q (8643.000000 sec): 3 clusters
  Score: Raw -464022.371847 + Penalty 2738.506483 = -461283.865365
  nChanged 3
		SP:Iteration 47Q (8643.010000 sec): 3 clusters
  Score: Raw -464023.736677 + Penalty 2738.506483 = -461285.230194
  nChanged 3
		SP:Iteration 48Q (8643.020000 sec): 3 clusters
  Score: Raw -464024.931190 + Penalty 2738.506483 = -461286.424707
  nChanged 1
		SP:Iteration 49Q (8643.030000 sec): 3 clusters
  Score: Raw -464025.266874 + Penalty 2738.506483 = -461286.760392
  nChanged 1
		SP:Iteration 50Q (8643.040000 sec): 3 clusters
  Score: Raw -464026.254837 + Penalty 2738.506483 = -461287.748355
  nChanged 5
		SP:Iteration 51Q (8643.050000 sec): 3 clusters
  Score: Raw -464028.069510 + Penalty 2738.506483 = -461289.563027
  nChanged 3
		SP:Iteration 52Q (8643.060000 sec): 3 clusters
  Score: Raw -464029.819943 + Penalty 2738.506483 = -461291.313460
  nChanged 8
		SP:Iteration 53Q (8643.070000 sec): 3 clusters
  Score: Raw -464034.145267 + Penalty 2738.506483 = -461295.638784
  nChanged 9
		SP:Iteration 54Q (8643.080000 sec): 3 clusters
  Score: Raw -464038.873097 + Penalty 2738.506483 = -461300.366614
  nChanged 5
		SP:Iteration 55Q (8643.090000 sec): 3 clusters
  Score: Raw -464043.289301 + Penalty 2738.506483 = -461304.782818
  nChanged 4
		SP:Iteration 56Q (8643.100000 sec): 3 clusters
  Score: Raw -464045.883275 + Penalty 2738.506483 = -461307.376792
  nChanged 6
		SP:Iteration 57Q (8643.110000 sec): 3 clusters
  Score: Raw -464048.054478 + Penalty 2738.506483 = -461309.547995
  nChanged 3
		SP:Iteration 58Q (8643.120000 sec): 3 clusters
  Score: Raw -464049.015982 + Penalty 2738.506483 = -461310.509499
  nChanged 1
		SP:Iteration 59Q (8643.130000 sec): 3 clusters
  Score: Raw -464049.520335 + Penalty 2738.506483 = -461311.013852
  nChanged 0
		SP:Iteration 60F (8643.140000 sec): 3 clusters
  Score: Raw -464049.520335 + Penalty 2738.506483 = -461311.013852
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8643.160000 sec): 2 clusters
  Score: Raw -897528.326169 + Penalty 1479.973975 = -896048.352194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8643.180000 sec): 3 clusters
  Score: Raw -892450.302901 + Penalty 2959.947949 = -889490.354951
  nChanged 3825
		SP:Iteration 1F (8643.210000 sec): 3 clusters
  Score: Raw -894555.626975 + Penalty 2959.947949 = -891595.679026
  nChanged 554
		SP:Iteration 2F (8643.230000 sec): 3 clusters
  Score: Raw -894807.128154 + Penalty 2959.947949 = -891847.180204
  nChanged 458
		SP:Iteration 3F (8643.250000 sec): 3 clusters
  Score: Raw -895015.418654 + Penalty 2959.947949 = -892055.470704
  nChanged 431
		SP:Iteration 4Q (8643.270000 sec): 3 clusters
  Score: Raw -895221.014940 + Penalty 2959.947949 = -892261.066990
  nChanged 427
		SP:Iteration 5Q (8643.290000 sec): 3 clusters
  Score: Raw -895435.684532 + Penalty 2959.947949 = -892475.736583
  nChanged 430
		SP:Iteration 6Q (8643.310000 sec): 3 clusters
  Score: Raw -895668.491326 + Penalty 2959.947949 = -892708.543377
  nChanged 434
		SP:Iteration 7Q (8643.330000 sec): 3 clusters
  Score: Raw -895944.021599 + Penalty 2959.947949 = -892984.073650
  nChanged 479
		SP:Iteration 8F (8643.350000 sec): 3 clusters
  Score: Raw -896300.450584 + Penalty 2959.947949 = -893340.502634
  nChanged 495
		SP:Iteration 9F (8643.370000 sec): 3 clusters
  Score: Raw -896705.351829 + Penalty 2959.947949 = -893745.403880
  nChanged 423
		SP:Iteration 10Q (8643.400000 sec): 3 clusters
  Score: Raw -897041.298497 + Penalty 2959.947949 = -894081.350548
  nChanged 296
		SP:Iteration 11Q (8643.420000 sec): 3 clusters
  Score: Raw -897267.224106 + Penalty 2959.947949 = -894307.276157
  nChanged 201
		SP:Iteration 12Q (8643.440000 sec): 3 clusters
  Score: Raw -897458.172225 + Penalty 2959.947949 = -894498.224276
  nChanged 123
		SP:Iteration 13Q (8643.460000 sec): 3 clusters
  Score: Raw -897577.351673 + Penalty 2959.947949 = -894617.403723
  nChanged 89
		SP:Iteration 14Q (8643.470000 sec): 3 clusters
  Score: Raw -897660.051850 + Penalty 2959.947949 = -894700.103901
  nChanged 61
		SP:Iteration 15Q (8643.490000 sec): 3 clusters
  Score: Raw -897721.063218 + Penalty 2959.947949 = -894761.115269
  nChanged 51
		SP:Iteration 16Q (8643.510000 sec): 3 clusters
  Score: Raw -897773.262496 + Penalty 2959.947949 = -894813.314546
  nChanged 37
		SP:Iteration 17Q (8643.520000 sec): 3 clusters
  Score: Raw -897806.439098 + Penalty 2959.947949 = -894846.491148
  nChanged 31
		SP:Iteration 18Q (8643.540000 sec): 3 clusters
  Score: Raw -897828.594071 + Penalty 2959.947949 = -894868.646122
  nChanged 28
		SP:Iteration 19Q (8643.560000 sec): 3 clusters
  Score: Raw -897852.540480 + Penalty 2959.947949 = -894892.592530
  nChanged 21
		SP:Iteration 20F (8643.580000 sec): 3 clusters
  Score: Raw -897872.254736 + Penalty 2959.947949 = -894912.306786
  nChanged 24
		SP:Iteration 21Q (8643.590000 sec): 3 clusters
  Score: Raw -897895.551369 + Penalty 2959.947949 = -894935.603419
  nChanged 23
		SP:Iteration 22Q (8643.610000 sec): 3 clusters
  Score: Raw -897915.723694 + Penalty 2959.947949 = -894955.775744
  nChanged 24
		SP:Iteration 23Q (8643.620000 sec): 3 clusters
  Score: Raw -897943.625411 + Penalty 2959.947949 = -894983.677462
  nChanged 23
		SP:Iteration 24Q (8643.640000 sec): 3 clusters
  Score: Raw -897959.822773 + Penalty 2959.947949 = -894999.874824
  nChanged 12
		SP:Iteration 25Q (8643.660000 sec): 3 clusters
  Score: Raw -897969.783526 + Penalty 2959.947949 = -895009.835577
  nChanged 13
		SP:Iteration 26Q (8643.670000 sec): 3 clusters
  Score: Raw -897980.462574 + Penalty 2959.947949 = -895020.514624
  nChanged 9
		SP:Iteration 27Q (8643.680000 sec): 3 clusters
  Score: Raw -897985.245280 + Penalty 2959.947949 = -895025.297330
  nChanged 5
		SP:Iteration 28Q (8643.700000 sec): 3 clusters
  Score: Raw -897988.036511 + Penalty 2959.947949 = -895028.088562
  nChanged 4
		SP:Iteration 29Q (8643.720000 sec): 3 clusters
  Score: Raw -897990.895544 + Penalty 2959.947949 = -895030.947594
  nChanged 4
		SP:Iteration 30Q (8643.730000 sec): 3 clusters
  Score: Raw -897992.799673 + Penalty 2959.947949 = -895032.851723
  nChanged 0
		SP:Iteration 31F (8643.750000 sec): 3 clusters
  Score: Raw -897992.799673 + Penalty 2959.947949 = -895032.851723
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8643.780000 sec): 2 clusters
  Score: Raw -1014984.149149 + Penalty 1505.796031 = -1013478.353119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8643.810000 sec): 3 clusters
  Score: Raw -1008943.662435 + Penalty 3011.592061 = -1005932.070374
  nChanged 4643
		SP:Iteration 1F (8643.830000 sec): 3 clusters
  Score: Raw -1011527.125541 + Penalty 3011.592061 = -1008515.533480
  nChanged 742
		SP:Iteration 2F (8643.860000 sec): 3 clusters
  Score: Raw -1011951.728265 + Penalty 3011.592061 = -1008940.136203
  nChanged 646
		SP:Iteration 3F (8643.880000 sec): 3 clusters
  Score: Raw -1012278.216992 + Penalty 3011.592061 = -1009266.624931
  nChanged 532
		SP:Iteration 4F (8643.910000 sec): 3 clusters
  Score: Raw -1012527.808234 + Penalty 3011.592061 = -1009516.216173
  nChanged 494
		SP:Iteration 5Q (8643.930000 sec): 3 clusters
  Score: Raw -1012783.315188 + Penalty 3011.592061 = -1009771.723127
  nChanged 465
		SP:Iteration 6Q (8643.960000 sec): 3 clusters
  Score: Raw -1013020.218774 + Penalty 3011.592061 = -1010008.626713
  nChanged 451
		SP:Iteration 7Q (8643.980000 sec): 3 clusters
  Score: Raw -1013253.471469 + Penalty 3011.592061 = -1010241.879408
  nChanged 436
		SP:Iteration 8Q (8644.010000 sec): 3 clusters
  Score: Raw -1013504.760405 + Penalty 3011.592061 = -1010493.168344
  nChanged 435
		SP:Iteration 9Q (8644.030000 sec): 3 clusters
  Score: Raw -1013780.329124 + Penalty 3011.592061 = -1010768.737063
  nChanged 408
		SP:Iteration 10Q (8644.060000 sec): 3 clusters
  Score: Raw -1014048.257781 + Penalty 3011.592061 = -1011036.665720
  nChanged 370
		SP:Iteration 11Q (8644.080000 sec): 3 clusters
  Score: Raw -1014282.738681 + Penalty 3011.592061 = -1011271.146620
  nChanged 325
		SP:Iteration 12Q (8644.100000 sec): 3 clusters
  Score: Raw -1014482.224524 + Penalty 3011.592061 = -1011470.632463
  nChanged 251
		SP:Iteration 13Q (8644.130000 sec): 3 clusters
  Score: Raw -1014629.749169 + Penalty 3011.592061 = -1011618.157108
  nChanged 200
		SP:Iteration 14Q (8644.150000 sec): 3 clusters
  Score: Raw -1014736.014775 + Penalty 3011.592061 = -1011724.422714
  nChanged 159
		SP:Iteration 15Q (8644.180000 sec): 3 clusters
  Score: Raw -1014812.025630 + Penalty 3011.592061 = -1011800.433568
  nChanged 113
		SP:Iteration 16Q (8644.200000 sec): 3 clusters
  Score: Raw -1014864.659611 + Penalty 3011.592061 = -1011853.067550
  nChanged 111
		SP:Iteration 17Q (8644.220000 sec): 3 clusters
  Score: Raw -1014918.531226 + Penalty 3011.592061 = -1011906.939165
  nChanged 108
		SP:Iteration 18Q (8644.240000 sec): 3 clusters
  Score: Raw -1014962.087835 + Penalty 3011.592061 = -1011950.495774
  nChanged 97
		SP:Iteration 19Q (8644.260000 sec): 3 clusters
  Score: Raw -1014996.751678 + Penalty 3011.592061 = -1011985.159617
  nChanged 80
		SP:Iteration 20F (8644.290000 sec): 3 clusters
  Score: Raw -1015026.520515 + Penalty 3011.592061 = -1012014.928454
  nChanged 67
		SP:Iteration 21Q (8644.310000 sec): 3 clusters
  Score: Raw -1015051.340625 + Penalty 3011.592061 = -1012039.748564
  nChanged 65
		SP:Iteration 22Q (8644.330000 sec): 3 clusters
  Score: Raw -1015072.891806 + Penalty 3011.592061 = -1012061.299745
  nChanged 58
		SP:Iteration 23Q (8644.350000 sec): 3 clusters
  Score: Raw -1015095.892526 + Penalty 3011.592061 = -1012084.300465
  nChanged 68
		SP:Iteration 24Q (8644.370000 sec): 3 clusters
  Score: Raw -1015120.848401 + Penalty 3011.592061 = -1012109.256340
  nChanged 63
		SP:Iteration 25Q (8644.390000 sec): 3 clusters
  Score: Raw -1015144.284570 + Penalty 3011.592061 = -1012132.692509
  nChanged 57
		SP:Iteration 26Q (8644.420000 sec): 3 clusters
  Score: Raw -1015168.830591 + Penalty 3011.592061 = -1012157.238530
  nChanged 53
		SP:Iteration 27Q (8644.440000 sec): 3 clusters
  Score: Raw -1015190.574270 + Penalty 3011.592061 = -1012178.982209
  nChanged 40
		SP:Iteration 28Q (8644.460000 sec): 3 clusters
  Score: Raw -1015209.598935 + Penalty 3011.592061 = -1012198.006874
  nChanged 37
		SP:Iteration 29Q (8644.480000 sec): 3 clusters
  Score: Raw -1015224.987277 + Penalty 3011.592061 = -1012213.395216
  nChanged 40
		SP:Iteration 30Q (8644.500000 sec): 3 clusters
  Score: Raw -1015242.433746 + Penalty 3011.592061 = -1012230.841685
  nChanged 38
		SP:Iteration 31Q (8644.520000 sec): 3 clusters
  Score: Raw -1015263.188376 + Penalty 3011.592061 = -1012251.596315
  nChanged 45
		SP:Iteration 32Q (8644.540000 sec): 3 clusters
  Score: Raw -1015287.408207 + Penalty 3011.592061 = -1012275.816146
  nChanged 43
		SP:Iteration 33Q (8644.560000 sec): 3 clusters
  Score: Raw -1015310.355339 + Penalty 3011.592061 = -1012298.763278
  nChanged 45
		SP:Iteration 34Q (8644.580000 sec): 3 clusters
  Score: Raw -1015335.133794 + Penalty 3011.592061 = -1012323.541733
  nChanged 52
		SP:Iteration 35Q (8644.600000 sec): 3 clusters
  Score: Raw -1015359.421754 + Penalty 3011.592061 = -1012347.829693
  nChanged 34
		SP:Iteration 36Q (8644.620000 sec): 3 clusters
  Score: Raw -1015372.022196 + Penalty 3011.592061 = -1012360.430135
  nChanged 33
		SP:Iteration 37Q (8644.640000 sec): 3 clusters
  Score: Raw -1015383.196712 + Penalty 3011.592061 = -1012371.604651
  nChanged 31
		SP:Iteration 38Q (8644.660000 sec): 3 clusters
  Score: Raw -1015392.738953 + Penalty 3011.592061 = -1012381.146892
  nChanged 24
		SP:Iteration 39Q (8644.680000 sec): 3 clusters
  Score: Raw -1015401.243147 + Penalty 3011.592061 = -1012389.651085
  nChanged 18
		SP:Iteration 40F (8644.700000 sec): 3 clusters
  Score: Raw -1015408.492155 + Penalty 3011.592061 = -1012396.900094
  nChanged 17
		SP:Iteration 41Q (8644.720000 sec): 3 clusters
  Score: Raw -1015414.575997 + Penalty 3011.592061 = -1012402.983935
  nChanged 25
		SP:Iteration 42Q (8644.740000 sec): 3 clusters
  Score: Raw -1015422.578041 + Penalty 3011.592061 = -1012410.985980
  nChanged 26
		SP:Iteration 43Q (8644.760000 sec): 3 clusters
  Score: Raw -1015431.426681 + Penalty 3011.592061 = -1012419.834620
  nChanged 26
		SP:Iteration 44Q (8644.780000 sec): 3 clusters
  Score: Raw -1015442.048542 + Penalty 3011.592061 = -1012430.456481
  nChanged 28
		SP:Iteration 45Q (8644.800000 sec): 3 clusters
  Score: Raw -1015455.322453 + Penalty 3011.592061 = -1012443.730391
  nChanged 29
		SP:Iteration 46Q (8644.820000 sec): 3 clusters
  Score: Raw -1015471.534794 + Penalty 3011.592061 = -1012459.942733
  nChanged 34
		SP:Iteration 47Q (8644.840000 sec): 3 clusters
  Score: Raw -1015490.955796 + Penalty 3011.592061 = -1012479.363735
  nChanged 33
		SP:Iteration 48Q (8644.860000 sec): 3 clusters
  Score: Raw -1015507.856753 + Penalty 3011.592061 = -1012496.264692
  nChanged 38
		SP:Iteration 49Q (8644.880000 sec): 3 clusters
  Score: Raw -1015528.721019 + Penalty 3011.592061 = -1012517.128958
  nChanged 31
		SP:Iteration 50Q (8644.900000 sec): 3 clusters
  Score: Raw -1015545.869399 + Penalty 3011.592061 = -1012534.277338
  nChanged 20
		SP:Iteration 51Q (8644.920000 sec): 3 clusters
  Score: Raw -1015555.048785 + Penalty 3011.592061 = -1012543.456724
  nChanged 16
		SP:Iteration 52Q (8644.940000 sec): 3 clusters
  Score: Raw -1015563.066666 + Penalty 3011.592061 = -1012551.474605
  nChanged 17
		SP:Iteration 53Q (8644.960000 sec): 3 clusters
  Score: Raw -1015572.285417 + Penalty 3011.592061 = -1012560.693355
  nChanged 14
		SP:Iteration 54Q (8644.980000 sec): 3 clusters
  Score: Raw -1015578.977249 + Penalty 3011.592061 = -1012567.385188
  nChanged 16
		SP:Iteration 55Q (8645.000000 sec): 3 clusters
  Score: Raw -1015585.870491 + Penalty 3011.592061 = -1012574.278430
  nChanged 11
		SP:Iteration 56Q (8645.020000 sec): 3 clusters
  Score: Raw -1015590.759032 + Penalty 3011.592061 = -1012579.166970
  nChanged 9
		SP:Iteration 57Q (8645.040000 sec): 3 clusters
  Score: Raw -1015595.606931 + Penalty 3011.592061 = -1012584.014869
  nChanged 9
		SP:Iteration 58Q (8645.050000 sec): 3 clusters
  Score: Raw -1015599.286430 + Penalty 3011.592061 = -1012587.694369
  nChanged 6
		SP:Iteration 59Q (8645.070000 sec): 3 clusters
  Score: Raw -1015600.588936 + Penalty 3011.592061 = -1012588.996875
  nChanged 1
		SP:Iteration 60F (8645.100000 sec): 3 clusters
  Score: Raw -1015600.948887 + Penalty 3011.592061 = -1012589.356826
  nChanged 2
		SP:Iteration 61Q (8645.120000 sec): 3 clusters
  Score: Raw -1015601.294387 + Penalty 3011.592061 = -1012589.702326
  nChanged 1
		SP:Iteration 62Q (8645.140000 sec): 3 clusters
  Score: Raw -1015601.499743 + Penalty 3011.592061 = -1012589.907682
  nChanged 0
		SP:Iteration 63F (8645.160000 sec): 3 clusters
  Score: Raw -1015601.499743 + Penalty 3011.592061 = -1012589.907682
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8645.170000 sec): 2 clusters
  Score: Raw -155403.508818 + Penalty 1202.203290 = -154201.305528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8645.180000 sec): 3 clusters
  Score: Raw -154779.468223 + Penalty 2404.406580 = -152375.061643
  nChanged 527
		SP:Iteration 1F (8645.180000 sec): 3 clusters
  Score: Raw -155258.424101 + Penalty 2404.406580 = -152854.017521
  nChanged 133
		SP:Iteration 2F (8645.180000 sec): 3 clusters
  Score: Raw -155410.276583 + Penalty 2404.406580 = -153005.870003
  nChanged 86
		SP:Iteration 3F (8645.190000 sec): 3 clusters
  Score: Raw -155490.704597 + Penalty 2404.406580 = -153086.298016
  nChanged 63
		SP:Iteration 4Q (8645.190000 sec): 3 clusters
  Score: Raw -155544.240743 + Penalty 2404.406580 = -153139.834163
  nChanged 46
		SP:Iteration 5Q (8645.200000 sec): 3 clusters
  Score: Raw -155581.062599 + Penalty 2404.406580 = -153176.656019
  nChanged 40
		SP:Iteration 6Q (8645.200000 sec): 3 clusters
  Score: Raw -155613.742176 + Penalty 2404.406580 = -153209.335596
  nChanged 31
		SP:Iteration 7Q (8645.200000 sec): 3 clusters
  Score: Raw -155631.532349 + Penalty 2404.406580 = -153227.125769
  nChanged 16
		SP:Iteration 8Q (8645.210000 sec): 3 clusters
  Score: Raw -155640.341834 + Penalty 2404.406580 = -153235.935254
  nChanged 14
		SP:Iteration 9Q (8645.210000 sec): 3 clusters
  Score: Raw -155649.688788 + Penalty 2404.406580 = -153245.282208
  nChanged 8
		SP:Iteration 10Q (8645.220000 sec): 3 clusters
  Score: Raw -155654.518105 + Penalty 2404.406580 = -153250.111525
  nChanged 8
		SP:Iteration 11Q (8645.220000 sec): 3 clusters
  Score: Raw -155657.440302 + Penalty 2404.406580 = -153253.033722
  nChanged 6
		SP:Iteration 12Q (8645.220000 sec): 3 clusters
  Score: Raw -155660.317328 + Penalty 2404.406580 = -153255.910748
  nChanged 3
		SP:Iteration 13Q (8645.220000 sec): 3 clusters
  Score: Raw -155663.509163 + Penalty 2404.406580 = -153259.102583
  nChanged 6
		SP:Iteration 14Q (8645.230000 sec): 3 clusters
  Score: Raw -155666.063123 + Penalty 2404.406580 = -153261.656542
  nChanged 6
		SP:Iteration 15Q (8645.230000 sec): 3 clusters
  Score: Raw -155669.260021 + Penalty 2404.406580 = -153264.853441
  nChanged 4
		SP:Iteration 16Q (8645.240000 sec): 3 clusters
  Score: Raw -155671.131143 + Penalty 2404.406580 = -153266.724562
  nChanged 1
		SP:Iteration 17Q (8645.240000 sec): 3 clusters
  Score: Raw -155671.289125 + Penalty 2404.406580 = -153266.882545
  nChanged 1
		SP:Iteration 18Q (8645.240000 sec): 3 clusters
  Score: Raw -155671.603484 + Penalty 2404.406580 = -153267.196904
  nChanged 0
		SP:Iteration 19F (8645.250000 sec): 3 clusters
  Score: Raw -155671.603484 + Penalty 2404.406580 = -153267.196904
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8645.260000 sec): 2 clusters
  Score: Raw -345615.812888 + Penalty 1333.303589 = -344282.509299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8645.270000 sec): 3 clusters
  Score: Raw -343849.188185 + Penalty 2666.607179 = -341182.581006
  nChanged 1400
		SP:Iteration 1F (8645.280000 sec): 3 clusters
  Score: Raw -344637.291866 + Penalty 2666.607179 = -341970.684687
  nChanged 283
		SP:Iteration 2F (8645.280000 sec): 3 clusters
  Score: Raw -344846.878923 + Penalty 2666.607179 = -342180.271744
  nChanged 209
		SP:Iteration 3F (8645.290000 sec): 3 clusters
  Score: Raw -345004.665612 + Penalty 2666.607179 = -342338.058433
  nChanged 188
		SP:Iteration 4F (8645.300000 sec): 3 clusters
  Score: Raw -345140.747043 + Penalty 2666.607179 = -342474.139865
  nChanged 178
		SP:Iteration 5Q (8645.310000 sec): 3 clusters
  Score: Raw -345273.737371 + Penalty 2666.607179 = -342607.130192
  nChanged 167
		SP:Iteration 6Q (8645.320000 sec): 3 clusters
  Score: Raw -345395.306756 + Penalty 2666.607179 = -342728.699578
  nChanged 155
		SP:Iteration 7Q (8645.330000 sec): 3 clusters
  Score: Raw -345516.588867 + Penalty 2666.607179 = -342849.981688
  nChanged 149
		SP:Iteration 8Q (8645.340000 sec): 3 clusters
  Score: Raw -345629.241120 + Penalty 2666.607179 = -342962.633941
  nChanged 134
		SP:Iteration 9Q (8645.340000 sec): 3 clusters
  Score: Raw -345744.067413 + Penalty 2666.607179 = -343077.460234
  nChanged 142
		SP:Iteration 10Q (8645.350000 sec): 3 clusters
  Score: Raw -345854.135124 + Penalty 2666.607179 = -343187.527946
  nChanged 108
		SP:Iteration 11Q (8645.360000 sec): 3 clusters
  Score: Raw -345941.502131 + Penalty 2666.607179 = -343274.894952
  nChanged 102
		SP:Iteration 12Q (8645.370000 sec): 3 clusters
  Score: Raw -346019.173085 + Penalty 2666.607179 = -343352.565906
  nChanged 79
		SP:Iteration 13Q (8645.380000 sec): 3 clusters
  Score: Raw -346086.283599 + Penalty 2666.607179 = -343419.676421
  nChanged 73
		SP:Iteration 14Q (8645.380000 sec): 3 clusters
  Score: Raw -346143.239154 + Penalty 2666.607179 = -343476.631976
  nChanged 72
		SP:Iteration 15Q (8645.390000 sec): 3 clusters
  Score: Raw -346203.657009 + Penalty 2666.607179 = -343537.049830
  nChanged 63
		SP:Iteration 16Q (8645.400000 sec): 3 clusters
  Score: Raw -346245.624581 + Penalty 2666.607179 = -343579.017402
  nChanged 53
		SP:Iteration 17Q (8645.400000 sec): 3 clusters
  Score: Raw -346290.977421 + Penalty 2666.607179 = -343624.370243
  nChanged 59
		SP:Iteration 18Q (8645.410000 sec): 3 clusters
  Score: Raw -346332.261476 + Penalty 2666.607179 = -343665.654297
  nChanged 50
		SP:Iteration 19Q (8645.420000 sec): 3 clusters
  Score: Raw -346366.590807 + Penalty 2666.607179 = -343699.983629
  nChanged 40
		SP:Iteration 20F (8645.430000 sec): 3 clusters
  Score: Raw -346388.530817 + Penalty 2666.607179 = -343721.923638
  nChanged 32
		SP:Iteration 21Q (8645.440000 sec): 3 clusters
  Score: Raw -346407.034897 + Penalty 2666.607179 = -343740.427718
  nChanged 28
		SP:Iteration 22Q (8645.440000 sec): 3 clusters
  Score: Raw -346419.338828 + Penalty 2666.607179 = -343752.731650
  nChanged 23
		SP:Iteration 23Q (8645.450000 sec): 3 clusters
  Score: Raw -346430.054904 + Penalty 2666.607179 = -343763.447726
  nChanged 15
		SP:Iteration 24Q (8645.460000 sec): 3 clusters
  Score: Raw -346435.525324 + Penalty 2666.607179 = -343768.918145
  nChanged 12
		SP:Iteration 25Q (8645.460000 sec): 3 clusters
  Score: Raw -346439.840047 + Penalty 2666.607179 = -343773.232868
  nChanged 12
		SP:Iteration 26Q (8645.470000 sec): 3 clusters
  Score: Raw -346444.321958 + Penalty 2666.607179 = -343777.714780
  nChanged 10
		SP:Iteration 27Q (8645.480000 sec): 3 clusters
  Score: Raw -346447.462518 + Penalty 2666.607179 = -343780.855339
  nChanged 6
		SP:Iteration 28Q (8645.490000 sec): 3 clusters
  Score: Raw -346449.321759 + Penalty 2666.607179 = -343782.714580
  nChanged 5
		SP:Iteration 29Q (8645.500000 sec): 3 clusters
  Score: Raw -346450.502814 + Penalty 2666.607179 = -343783.895635
  nChanged 8
		SP:Iteration 30Q (8645.500000 sec): 3 clusters
  Score: Raw -346453.770260 + Penalty 2666.607179 = -343787.163082
  nChanged 8
		SP:Iteration 31Q (8645.510000 sec): 3 clusters
  Score: Raw -346456.644526 + Penalty 2666.607179 = -343790.037348
  nChanged 8
		SP:Iteration 32Q (8645.520000 sec): 3 clusters
  Score: Raw -346458.806923 + Penalty 2666.607179 = -343792.199744
  nChanged 11
		SP:Iteration 33Q (8645.520000 sec): 3 clusters
  Score: Raw -346461.959825 + Penalty 2666.607179 = -343795.352646
  nChanged 10
		SP:Iteration 34Q (8645.530000 sec): 3 clusters
  Score: Raw -346464.930483 + Penalty 2666.607179 = -343798.323304
  nChanged 5
		SP:Iteration 35Q (8645.540000 sec): 3 clusters
  Score: Raw -346466.134969 + Penalty 2666.607179 = -343799.527791
  nChanged 6
		SP:Iteration 36Q (8645.540000 sec): 3 clusters
  Score: Raw -346468.364932 + Penalty 2666.607179 = -343801.757754
  nChanged 4
		SP:Iteration 37Q (8645.550000 sec): 3 clusters
  Score: Raw -346469.980175 + Penalty 2666.607179 = -343803.372997
  nChanged 5
		SP:Iteration 38Q (8645.560000 sec): 3 clusters
  Score: Raw -346471.144683 + Penalty 2666.607179 = -343804.537504
  nChanged 2
		SP:Iteration 39Q (8645.570000 sec): 3 clusters
  Score: Raw -346471.814258 + Penalty 2666.607179 = -343805.207079
  nChanged 2
		SP:Iteration 40F (8645.580000 sec): 3 clusters
  Score: Raw -346472.239637 + Penalty 2666.607179 = -343805.632458
  nChanged 1
		SP:Iteration 41Q (8645.580000 sec): 3 clusters
  Score: Raw -346472.398722 + Penalty 2666.607179 = -343805.791543
  nChanged 3
		SP:Iteration 42Q (8645.590000 sec): 3 clusters
  Score: Raw -346473.295622 + Penalty 2666.607179 = -343806.688443
  nChanged 2
		SP:Iteration 43Q (8645.600000 sec): 3 clusters
  Score: Raw -346474.078768 + Penalty 2666.607179 = -343807.471590
  nChanged 2
		SP:Iteration 44Q (8645.600000 sec): 3 clusters
  Score: Raw -346474.944352 + Penalty 2666.607179 = -343808.337174
  nChanged 3
		SP:Iteration 45Q (8645.610000 sec): 3 clusters
  Score: Raw -346475.688737 + Penalty 2666.607179 = -343809.081558
  nChanged 3
		SP:Iteration 46Q (8645.620000 sec): 3 clusters
  Score: Raw -346477.162651 + Penalty 2666.607179 = -343810.555473
  nChanged 2
		SP:Iteration 47Q (8645.620000 sec): 3 clusters
  Score: Raw -346477.684611 + Penalty 2666.607179 = -343811.077433
  nChanged 2
		SP:Iteration 48Q (8645.630000 sec): 3 clusters
  Score: Raw -346478.319384 + Penalty 2666.607179 = -343811.712205
  nChanged 1
		SP:Iteration 49Q (8645.640000 sec): 3 clusters
  Score: Raw -346478.737457 + Penalty 2666.607179 = -343812.130278
  nChanged 1
		SP:Iteration 50Q (8645.650000 sec): 3 clusters
  Score: Raw -346479.347391 + Penalty 2666.607179 = -343812.740212
  nChanged 3
		SP:Iteration 51Q (8645.650000 sec): 3 clusters
  Score: Raw -346480.396750 + Penalty 2666.607179 = -343813.789572
  nChanged 2
		SP:Iteration 52Q (8645.660000 sec): 3 clusters
  Score: Raw -346481.465632 + Penalty 2666.607179 = -343814.858453
  nChanged 3
		SP:Iteration 53Q (8645.670000 sec): 3 clusters
  Score: Raw -346482.543808 + Penalty 2666.607179 = -343815.936629
  nChanged 6
		SP:Iteration 54Q (8645.680000 sec): 3 clusters
  Score: Raw -346484.051107 + Penalty 2666.607179 = -343817.443928
  nChanged 4
		SP:Iteration 55Q (8645.680000 sec): 3 clusters
  Score: Raw -346484.881017 + Penalty 2666.607179 = -343818.273839
  nChanged 2
		SP:Iteration 56Q (8645.690000 sec): 3 clusters
  Score: Raw -346485.263037 + Penalty 2666.607179 = -343818.655858
  nChanged 1
		SP:Iteration 57Q (8645.700000 sec): 3 clusters
  Score: Raw -346485.447136 + Penalty 2666.607179 = -343818.839957
  nChanged 0
		SP:Iteration 58F (8645.700000 sec): 3 clusters
  Score: Raw -346485.447136 + Penalty 2666.607179 = -343818.839957
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8645.710000 sec): 2 clusters
  Score: Raw -126106.126131 + Penalty 1168.117070 = -124938.009062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8645.720000 sec): 3 clusters
  Score: Raw -125612.060241 + Penalty 2336.234139 = -123275.826101
  nChanged 417
		SP:Iteration 1F (8645.720000 sec): 3 clusters
  Score: Raw -125938.124018 + Penalty 2336.234139 = -123601.889878
  nChanged 104
		SP:Iteration 2F (8645.720000 sec): 3 clusters
  Score: Raw -126037.182198 + Penalty 2336.234139 = -123700.948059
  nChanged 59
		SP:Iteration 3Q (8645.720000 sec): 3 clusters
  Score: Raw -126088.664210 + Penalty 2336.234139 = -123752.430070
  nChanged 44
		SP:Iteration 4Q (8645.730000 sec): 3 clusters
  Score: Raw -126124.361774 + Penalty 2336.234139 = -123788.127635
  nChanged 35
		SP:Iteration 5Q (8645.730000 sec): 3 clusters
  Score: Raw -126161.324879 + Penalty 2336.234139 = -123825.090739
  nChanged 35
		SP:Iteration 6Q (8645.730000 sec): 3 clusters
  Score: Raw -126196.853343 + Penalty 2336.234139 = -123860.619204
  nChanged 37
		SP:Iteration 7Q (8645.740000 sec): 3 clusters
  Score: Raw -126238.624658 + Penalty 2336.234139 = -123902.390519
  nChanged 29
		SP:Iteration 8Q (8645.740000 sec): 3 clusters
  Score: Raw -126268.127086 + Penalty 2336.234139 = -123931.892947
  nChanged 20
		SP:Iteration 9Q (8645.740000 sec): 3 clusters
  Score: Raw -126283.504180 + Penalty 2336.234139 = -123947.270040
  nChanged 18
		SP:Iteration 10Q (8645.740000 sec): 3 clusters
  Score: Raw -126306.667453 + Penalty 2336.234139 = -123970.433314
  nChanged 17
		SP:Iteration 11Q (8645.750000 sec): 3 clusters
  Score: Raw -126327.402851 + Penalty 2336.234139 = -123991.168712
  nChanged 15
		SP:Iteration 12Q (8645.750000 sec): 3 clusters
  Score: Raw -126345.804526 + Penalty 2336.234139 = -124009.570387
  nChanged 14
		SP:Iteration 13Q (8645.760000 sec): 3 clusters
  Score: Raw -126358.404673 + Penalty 2336.234139 = -124022.170534
  nChanged 10
		SP:Iteration 14Q (8645.760000 sec): 3 clusters
  Score: Raw -126364.959771 + Penalty 2336.234139 = -124028.725632
  nChanged 9
		SP:Iteration 15Q (8645.760000 sec): 3 clusters
  Score: Raw -126370.808536 + Penalty 2336.234139 = -124034.574397
  nChanged 7
		SP:Iteration 16Q (8645.760000 sec): 3 clusters
  Score: Raw -126375.935879 + Penalty 2336.234139 = -124039.701740
  nChanged 8
		SP:Iteration 17Q (8645.760000 sec): 3 clusters
  Score: Raw -126381.853791 + Penalty 2336.234139 = -124045.619651
  nChanged 10
		SP:Iteration 18Q (8645.770000 sec): 3 clusters
  Score: Raw -126392.197903 + Penalty 2336.234139 = -124055.963764
  nChanged 9
		SP:Iteration 19Q (8645.770000 sec): 3 clusters
  Score: Raw -126400.888152 + Penalty 2336.234139 = -124064.654012
  nChanged 10
		SP:Iteration 20F (8645.780000 sec): 3 clusters
  Score: Raw -126416.481673 + Penalty 2336.234139 = -124080.247534
  nChanged 15
		SP:Iteration 21Q (8645.780000 sec): 3 clusters
  Score: Raw -126432.668591 + Penalty 2336.234139 = -124096.434452
  nChanged 14
		SP:Iteration 22Q (8645.780000 sec): 3 clusters
  Score: Raw -126446.058945 + Penalty 2336.234139 = -124109.824805
  nChanged 15
		SP:Iteration 23Q (8645.780000 sec): 3 clusters
  Score: Raw -126460.139175 + Penalty 2336.234139 = -124123.905036
  nChanged 12
		SP:Iteration 24Q (8645.780000 sec): 3 clusters
  Score: Raw -126474.533583 + Penalty 2336.234139 = -124138.299444
  nChanged 9
		SP:Iteration 25Q (8645.790000 sec): 3 clusters
  Score: Raw -126481.177548 + Penalty 2336.234139 = -124144.943409
  nChanged 10
		SP:Iteration 26Q (8645.790000 sec): 3 clusters
  Score: Raw -126489.096188 + Penalty 2336.234139 = -124152.862049
  nChanged 7
		SP:Iteration 27Q (8645.790000 sec): 3 clusters
  Score: Raw -126494.090443 + Penalty 2336.234139 = -124157.856303
  nChanged 4
		SP:Iteration 28Q (8645.800000 sec): 3 clusters
  Score: Raw -126497.625508 + Penalty 2336.234139 = -124161.391368
  nChanged 3
		SP:Iteration 29Q (8645.800000 sec): 3 clusters
  Score: Raw -126499.780785 + Penalty 2336.234139 = -124163.546646
  nChanged 1
		SP:Iteration 30Q (8645.800000 sec): 3 clusters
  Score: Raw -126501.484533 + Penalty 2336.234139 = -124165.250393
  nChanged 2
		SP:Iteration 31Q (8645.800000 sec): 3 clusters
  Score: Raw -126505.175377 + Penalty 2336.234139 = -124168.941238
  nChanged 2
		SP:Iteration 32Q (8645.810000 sec): 3 clusters
  Score: Raw -126506.875049 + Penalty 2336.234139 = -124170.640910
  nChanged 1
		SP:Iteration 33Q (8645.810000 sec): 3 clusters
  Score: Raw -126507.632731 + Penalty 2336.234139 = -124171.398592
  nChanged 3
		SP:Iteration 34Q (8645.810000 sec): 3 clusters
  Score: Raw -126509.370808 + Penalty 2336.234139 = -124173.136669
  nChanged 3
		SP:Iteration 35Q (8645.820000 sec): 3 clusters
  Score: Raw -126515.089514 + Penalty 2336.234139 = -124178.855375
  nChanged 3
		SP:Iteration 36Q (8645.820000 sec): 3 clusters
  Score: Raw -126517.623029 + Penalty 2336.234139 = -124181.388890
  nChanged 2
		SP:Iteration 37Q (8645.820000 sec): 3 clusters
  Score: Raw -126519.240236 + Penalty 2336.234139 = -124183.006097
  nChanged 0
		SP:Iteration 38F (8645.820000 sec): 3 clusters
  Score: Raw -126519.240236 + Penalty 2336.234139 = -124183.006097
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8645.850000 sec): 2 clusters
  Score: Raw -982450.119939 + Penalty 1492.315974 = -980957.803965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8645.880000 sec): 3 clusters
  Score: Raw -977022.209292 + Penalty 2984.631948 = -974037.577344
  nChanged 4133
		SP:Iteration 1F (8645.900000 sec): 3 clusters
  Score: Raw -979200.292437 + Penalty 2984.631948 = -976215.660488
  nChanged 559
		SP:Iteration 2F (8645.920000 sec): 3 clusters
  Score: Raw -979443.923138 + Penalty 2984.631948 = -976459.291190
  nChanged 512
		SP:Iteration 3F (8645.940000 sec): 3 clusters
  Score: Raw -979705.821994 + Penalty 2984.631948 = -976721.190045
  nChanged 564
		SP:Iteration 4F (8645.970000 sec): 3 clusters
  Score: Raw -980055.614425 + Penalty 2984.631948 = -977070.982477
  nChanged 631
		SP:Iteration 5F (8645.990000 sec): 3 clusters
  Score: Raw -980500.578114 + Penalty 2984.631948 = -977515.946165
  nChanged 668
		SP:Iteration 6F (8646.020000 sec): 3 clusters
  Score: Raw -981018.887455 + Penalty 2984.631948 = -978034.255507
  nChanged 680
		SP:Iteration 7F (8646.040000 sec): 3 clusters
  Score: Raw -981561.836901 + Penalty 2984.631948 = -978577.204953
  nChanged 590
		SP:Iteration 8F (8646.060000 sec): 3 clusters
  Score: Raw -982016.556686 + Penalty 2984.631948 = -979031.924737
  nChanged 428
		SP:Iteration 9Q (8646.080000 sec): 3 clusters
  Score: Raw -982285.041838 + Penalty 2984.631948 = -979300.409889
  nChanged 290
		SP:Iteration 10Q (8646.110000 sec): 3 clusters
  Score: Raw -982440.065296 + Penalty 2984.631948 = -979455.433348
  nChanged 208
		SP:Iteration 11Q (8646.130000 sec): 3 clusters
  Score: Raw -982541.732849 + Penalty 2984.631948 = -979557.100901
  nChanged 156
		SP:Iteration 12Q (8646.150000 sec): 3 clusters
  Score: Raw -982607.612140 + Penalty 2984.631948 = -979622.980192
  nChanged 102
		SP:Iteration 13Q (8646.180000 sec): 3 clusters
  Score: Raw -982641.377845 + Penalty 2984.631948 = -979656.745897
  nChanged 78
		SP:Iteration 14Q (8646.200000 sec): 3 clusters
  Score: Raw -982666.254572 + Penalty 2984.631948 = -979681.622624
  nChanged 73
		SP:Iteration 15Q (8646.220000 sec): 3 clusters
  Score: Raw -982692.179700 + Penalty 2984.631948 = -979707.547752
  nChanged 62
		SP:Iteration 16Q (8646.240000 sec): 3 clusters
  Score: Raw -982712.082419 + Penalty 2984.631948 = -979727.450471
  nChanged 45
		SP:Iteration 17Q (8646.260000 sec): 3 clusters
  Score: Raw -982727.325422 + Penalty 2984.631948 = -979742.693473
  nChanged 34
		SP:Iteration 18Q (8646.290000 sec): 3 clusters
  Score: Raw -982737.427094 + Penalty 2984.631948 = -979752.795146
  nChanged 27
		SP:Iteration 19Q (8646.310000 sec): 3 clusters
  Score: Raw -982744.602134 + Penalty 2984.631948 = -979759.970186
  nChanged 18
		SP:Iteration 20F (8646.330000 sec): 3 clusters
  Score: Raw -982748.969026 + Penalty 2984.631948 = -979764.337077
  nChanged 10
		SP:Iteration 21Q (8646.360000 sec): 3 clusters
  Score: Raw -982750.885138 + Penalty 2984.631948 = -979766.253190
  nChanged 7
		SP:Iteration 22Q (8646.380000 sec): 3 clusters
  Score: Raw -982751.940440 + Penalty 2984.631948 = -979767.308492
  nChanged 2
		SP:Iteration 23Q (8646.400000 sec): 3 clusters
  Score: Raw -982752.406822 + Penalty 2984.631948 = -979767.774874
  nChanged 2
		SP:Iteration 24Q (8646.420000 sec): 3 clusters
  Score: Raw -982752.568165 + Penalty 2984.631948 = -979767.936216
  nChanged 0
		SP:Iteration 25F (8646.450000 sec): 3 clusters
  Score: Raw -982752.568165 + Penalty 2984.631948 = -979767.936216
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8646.460000 sec): 2 clusters
  Score: Raw -304723.280500 + Penalty 1309.169350 = -303414.111150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8646.470000 sec): 3 clusters
  Score: Raw -303206.164317 + Penalty 2618.338699 = -300587.825618
  nChanged 1193
		SP:Iteration 1F (8646.480000 sec): 3 clusters
  Score: Raw -303933.226840 + Penalty 2618.338699 = -301314.888140
  nChanged 268
		SP:Iteration 2F (8646.480000 sec): 3 clusters
  Score: Raw -304140.312282 + Penalty 2618.338699 = -301521.973582
  nChanged 211
		SP:Iteration 3F (8646.490000 sec): 3 clusters
  Score: Raw -304332.613011 + Penalty 2618.338699 = -301714.274312
  nChanged 231
		SP:Iteration 4F (8646.500000 sec): 3 clusters
  Score: Raw -304581.233231 + Penalty 2618.338699 = -301962.894531
  nChanged 235
		SP:Iteration 5F (8646.500000 sec): 3 clusters
  Score: Raw -304863.145515 + Penalty 2618.338699 = -302244.806816
  nChanged 216
		SP:Iteration 6F (8646.510000 sec): 3 clusters
  Score: Raw -305104.334167 + Penalty 2618.338699 = -302485.995467
  nChanged 150
		SP:Iteration 7Q (8646.520000 sec): 3 clusters
  Score: Raw -305254.922335 + Penalty 2618.338699 = -302636.583636
  nChanged 111
		SP:Iteration 8Q (8646.530000 sec): 3 clusters
  Score: Raw -305355.147455 + Penalty 2618.338699 = -302736.808756
  nChanged 75
		SP:Iteration 9Q (8646.530000 sec): 3 clusters
  Score: Raw -305408.096420 + Penalty 2618.338699 = -302789.757721
  nChanged 43
		SP:Iteration 10Q (8646.540000 sec): 3 clusters
  Score: Raw -305437.485992 + Penalty 2618.338699 = -302819.147293
  nChanged 31
		SP:Iteration 11Q (8646.550000 sec): 3 clusters
  Score: Raw -305451.341649 + Penalty 2618.338699 = -302833.002949
  nChanged 16
		SP:Iteration 12Q (8646.560000 sec): 3 clusters
  Score: Raw -305459.230106 + Penalty 2618.338699 = -302840.891406
  nChanged 19
		SP:Iteration 13Q (8646.560000 sec): 3 clusters
  Score: Raw -305466.812017 + Penalty 2618.338699 = -302848.473318
  nChanged 10
		SP:Iteration 14Q (8646.570000 sec): 3 clusters
  Score: Raw -305470.695568 + Penalty 2618.338699 = -302852.356869
  nChanged 7
		SP:Iteration 15Q (8646.580000 sec): 3 clusters
  Score: Raw -305473.281705 + Penalty 2618.338699 = -302854.943006
  nChanged 6
		SP:Iteration 16Q (8646.580000 sec): 3 clusters
  Score: Raw -305476.214094 + Penalty 2618.338699 = -302857.875395
  nChanged 8
		SP:Iteration 17Q (8646.590000 sec): 3 clusters
  Score: Raw -305481.664166 + Penalty 2618.338699 = -302863.325467
  nChanged 5
		SP:Iteration 18Q (8646.600000 sec): 3 clusters
  Score: Raw -305483.128939 + Penalty 2618.338699 = -302864.790240
  nChanged 1
		SP:Iteration 19Q (8646.600000 sec): 3 clusters
  Score: Raw -305483.394794 + Penalty 2618.338699 = -302865.056094
  nChanged 2
		SP:Iteration 20F (8646.610000 sec): 3 clusters
  Score: Raw -305484.095682 + Penalty 2618.338699 = -302865.756982
  nChanged 2
		SP:Iteration 21Q (8646.620000 sec): 3 clusters
  Score: Raw -305484.450954 + Penalty 2618.338699 = -302866.112255
  nChanged 3
		SP:Iteration 22Q (8646.620000 sec): 3 clusters
  Score: Raw -305487.493860 + Penalty 2618.338699 = -302869.155161
  nChanged 8
		SP:Iteration 23Q (8646.630000 sec): 3 clusters
  Score: Raw -305492.018063 + Penalty 2618.338699 = -302873.679364
  nChanged 10
		SP:Iteration 24Q (8646.640000 sec): 3 clusters
  Score: Raw -305496.564871 + Penalty 2618.338699 = -302878.226171
  nChanged 7
		SP:Iteration 25Q (8646.650000 sec): 3 clusters
  Score: Raw -305499.066317 + Penalty 2618.338699 = -302880.727618
  nChanged 8
		SP:Iteration 26Q (8646.650000 sec): 3 clusters
  Score: Raw -305502.125141 + Penalty 2618.338699 = -302883.786442
  nChanged 7
		SP:Iteration 27Q (8646.660000 sec): 3 clusters
  Score: Raw -305506.685647 + Penalty 2618.338699 = -302888.346948
  nChanged 15
		SP:Iteration 28Q (8646.670000 sec): 3 clusters
  Score: Raw -305513.672935 + Penalty 2618.338699 = -302895.334235
  nChanged 9
		SP:Iteration 29Q (8646.680000 sec): 3 clusters
  Score: Raw -305516.442562 + Penalty 2618.338699 = -302898.103862
  nChanged 6
		SP:Iteration 30Q (8646.680000 sec): 3 clusters
  Score: Raw -305518.569493 + Penalty 2618.338699 = -302900.230794
  nChanged 5
		SP:Iteration 31Q (8646.690000 sec): 3 clusters
  Score: Raw -305520.559759 + Penalty 2618.338699 = -302902.221060
  nChanged 2
		SP:Iteration 32Q (8646.700000 sec): 3 clusters
  Score: Raw -305521.032973 + Penalty 2618.338699 = -302902.694274
  nChanged 5
		SP:Iteration 33Q (8646.700000 sec): 3 clusters
  Score: Raw -305522.628527 + Penalty 2618.338699 = -302904.289827
  nChanged 5
		SP:Iteration 34Q (8646.710000 sec): 3 clusters
  Score: Raw -305524.129688 + Penalty 2618.338699 = -302905.790989
  nChanged 4
		SP:Iteration 35Q (8646.720000 sec): 3 clusters
  Score: Raw -305525.594975 + Penalty 2618.338699 = -302907.256275
  nChanged 3
		SP:Iteration 36Q (8646.720000 sec): 3 clusters
  Score: Raw -305526.994314 + Penalty 2618.338699 = -302908.655615
  nChanged 3
		SP:Iteration 37Q (8646.730000 sec): 3 clusters
  Score: Raw -305528.652653 + Penalty 2618.338699 = -302910.313953
  nChanged 2
		SP:Iteration 38Q (8646.740000 sec): 3 clusters
  Score: Raw -305529.745480 + Penalty 2618.338699 = -302911.406780
  nChanged 1
		SP:Iteration 39Q (8646.740000 sec): 3 clusters
  Score: Raw -305530.151019 + Penalty 2618.338699 = -302911.812320
  nChanged 2
		SP:Iteration 40F (8646.750000 sec): 3 clusters
  Score: Raw -305530.558421 + Penalty 2618.338699 = -302912.219722
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8646.830000 sec): 2 clusters
  Score: Raw -2462244.854749 + Penalty 1645.837347 = -2460599.017403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8646.890000 sec): 3 clusters
  Score: Raw -2446980.711348 + Penalty 3291.674693 = -2443689.036655
  nChanged 11391
		SP:Iteration 1F (8646.950000 sec): 3 clusters
  Score: Raw -2453305.787087 + Penalty 3291.674693 = -2450014.112394
  nChanged 1230
		SP:Iteration 2Q (8647.020000 sec): 3 clusters
  Score: Raw -2453775.196982 + Penalty 3291.674693 = -2450483.522289
  nChanged 1251
		SP:Iteration 3Q (8647.080000 sec): 3 clusters
  Score: Raw -2454357.784963 + Penalty 3291.674693 = -2451066.110270
  nChanged 1358
		SP:Iteration 4F (8647.140000 sec): 3 clusters
  Score: Raw -2455023.166586 + Penalty 3291.674693 = -2451731.491893
  nChanged 1400
		SP:Iteration 5F (8647.200000 sec): 3 clusters
  Score: Raw -2455795.071264 + Penalty 3291.674693 = -2452503.396571
  nChanged 1406
		SP:Iteration 6F (8647.270000 sec): 3 clusters
  Score: Raw -2456562.870958 + Penalty 3291.674693 = -2453271.196265
  nChanged 1280
		SP:Iteration 7F (8647.330000 sec): 3 clusters
  Score: Raw -2457200.555666 + Penalty 3291.674693 = -2453908.880973
  nChanged 1129
		SP:Iteration 8Q (8647.390000 sec): 3 clusters
  Score: Raw -2457692.209161 + Penalty 3291.674693 = -2454400.534467
  nChanged 958
		SP:Iteration 9Q (8647.460000 sec): 3 clusters
  Score: Raw -2458073.673767 + Penalty 3291.674693 = -2454781.999074
  nChanged 799
		SP:Iteration 10Q (8647.520000 sec): 3 clusters
  Score: Raw -2458354.388712 + Penalty 3291.674693 = -2455062.714018
  nChanged 662
		SP:Iteration 11Q (8647.580000 sec): 3 clusters
  Score: Raw -2458570.081151 + Penalty 3291.674693 = -2455278.406458
  nChanged 626
		SP:Iteration 12Q (8647.640000 sec): 3 clusters
  Score: Raw -2458768.898267 + Penalty 3291.674693 = -2455477.223574
  nChanged 596
		SP:Iteration 13Q (8647.700000 sec): 3 clusters
  Score: Raw -2458954.813548 + Penalty 3291.674693 = -2455663.138855
  nChanged 573
		SP:Iteration 14Q (8647.760000 sec): 3 clusters
  Score: Raw -2459139.290384 + Penalty 3291.674693 = -2455847.615691
  nChanged 609
		SP:Iteration 15Q (8647.820000 sec): 3 clusters
  Score: Raw -2459328.068681 + Penalty 3291.674693 = -2456036.393988
  nChanged 610
		SP:Iteration 16Q (8647.880000 sec): 3 clusters
  Score: Raw -2459527.330682 + Penalty 3291.674693 = -2456235.655989
  nChanged 640
		SP:Iteration 17Q (8647.940000 sec): 3 clusters
  Score: Raw -2459737.903425 + Penalty 3291.674693 = -2456446.228732
  nChanged 659
		SP:Iteration 18Q (8648.000000 sec): 3 clusters
  Score: Raw -2459963.176786 + Penalty 3291.674693 = -2456671.502093
  nChanged 683
		SP:Iteration 19Q (8648.060000 sec): 3 clusters
  Score: Raw -2460223.071121 + Penalty 3291.674693 = -2456931.396428
  nChanged 685
		SP:Iteration 20F (8648.120000 sec): 3 clusters
  Score: Raw -2460486.939150 + Penalty 3291.674693 = -2457195.264457
  nChanged 653
		SP:Iteration 21Q (8648.170000 sec): 3 clusters
  Score: Raw -2460761.187590 + Penalty 3291.674693 = -2457469.512897
  nChanged 633
		SP:Iteration 22Q (8648.230000 sec): 3 clusters
  Score: Raw -2461028.893278 + Penalty 3291.674693 = -2457737.218584
  nChanged 602
		SP:Iteration 23Q (8648.280000 sec): 3 clusters
  Score: Raw -2461298.247668 + Penalty 3291.674693 = -2458006.572975
  nChanged 530
		SP:Iteration 24Q (8648.340000 sec): 3 clusters
  Score: Raw -2461533.332044 + Penalty 3291.674693 = -2458241.657350
  nChanged 446
		SP:Iteration 25Q (8648.390000 sec): 3 clusters
  Score: Raw -2461729.129571 + Penalty 3291.674693 = -2458437.454878
  nChanged 373
		SP:Iteration 26Q (8648.440000 sec): 3 clusters
  Score: Raw -2461905.026741 + Penalty 3291.674693 = -2458613.352048
  nChanged 290
		SP:Iteration 27Q (8648.490000 sec): 3 clusters
  Score: Raw -2462039.498758 + Penalty 3291.674693 = -2458747.824065
  nChanged 225
		SP:Iteration 28Q (8648.540000 sec): 3 clusters
  Score: Raw -2462138.430537 + Penalty 3291.674693 = -2458846.755844
  nChanged 175
		SP:Iteration 29Q (8648.580000 sec): 3 clusters
  Score: Raw -2462214.395557 + Penalty 3291.674693 = -2458922.720864
  nChanged 146
		SP:Iteration 30Q (8648.630000 sec): 3 clusters
  Score: Raw -2462283.866104 + Penalty 3291.674693 = -2458992.191411
  nChanged 128
		SP:Iteration 31Q (8648.680000 sec): 3 clusters
  Score: Raw -2462340.651041 + Penalty 3291.674693 = -2459048.976348
  nChanged 87
		SP:Iteration 32Q (8648.720000 sec): 3 clusters
  Score: Raw -2462374.733878 + Penalty 3291.674693 = -2459083.059185
  nChanged 59
		SP:Iteration 33Q (8648.770000 sec): 3 clusters
  Score: Raw -2462396.943696 + Penalty 3291.674693 = -2459105.269003
  nChanged 41
		SP:Iteration 34Q (8648.820000 sec): 3 clusters
  Score: Raw -2462416.139765 + Penalty 3291.674693 = -2459124.465072
  nChanged 44
		SP:Iteration 35Q (8648.860000 sec): 3 clusters
  Score: Raw -2462433.424307 + Penalty 3291.674693 = -2459141.749614
  nChanged 28
		SP:Iteration 36Q (8648.910000 sec): 3 clusters
  Score: Raw -2462444.173028 + Penalty 3291.674693 = -2459152.498335
  nChanged 31
		SP:Iteration 37Q (8648.960000 sec): 3 clusters
  Score: Raw -2462456.489603 + Penalty 3291.674693 = -2459164.814909
  nChanged 27
		SP:Iteration 38Q (8649.000000 sec): 3 clusters
  Score: Raw -2462468.140876 + Penalty 3291.674693 = -2459176.466182
  nChanged 26
		SP:Iteration 39Q (8649.050000 sec): 3 clusters
  Score: Raw -2462478.941153 + Penalty 3291.674693 = -2459187.266460
  nChanged 22
		SP:Iteration 40F (8649.110000 sec): 3 clusters
  Score: Raw -2462491.507432 + Penalty 3291.674693 = -2459199.832739
  nChanged 22
		SP:Iteration 41Q (8649.160000 sec): 3 clusters
  Score: Raw -2462501.016812 + Penalty 3291.674693 = -2459209.342119
  nChanged 24
		SP:Iteration 42Q (8649.210000 sec): 3 clusters
  Score: Raw -2462509.512024 + Penalty 3291.674693 = -2459217.837331
  nChanged 17
		SP:Iteration 43Q (8649.250000 sec): 3 clusters
  Score: Raw -2462515.765401 + Penalty 3291.674693 = -2459224.090708
  nChanged 17
		SP:Iteration 44Q (8649.300000 sec): 3 clusters
  Score: Raw -2462522.727892 + Penalty 3291.674693 = -2459231.053199
  nChanged 13
		SP:Iteration 45Q (8649.350000 sec): 3 clusters
  Score: Raw -2462528.132256 + Penalty 3291.674693 = -2459236.457562
  nChanged 16
		SP:Iteration 46Q (8649.390000 sec): 3 clusters
  Score: Raw -2462535.094425 + Penalty 3291.674693 = -2459243.419731
  nChanged 9
		SP:Iteration 47Q (8649.440000 sec): 3 clusters
  Score: Raw -2462538.236434 + Penalty 3291.674693 = -2459246.561740
  nChanged 12
		SP:Iteration 48Q (8649.480000 sec): 3 clusters
  Score: Raw -2462543.381247 + Penalty 3291.674693 = -2459251.706553
  nChanged 13
		SP:Iteration 49Q (8649.530000 sec): 3 clusters
  Score: Raw -2462547.082266 + Penalty 3291.674693 = -2459255.407573
  nChanged 8
		SP:Iteration 50Q (8649.570000 sec): 3 clusters
  Score: Raw -2462550.261501 + Penalty 3291.674693 = -2459258.586808
  nChanged 7
		SP:Iteration 51Q (8649.620000 sec): 3 clusters
  Score: Raw -2462551.902163 + Penalty 3291.674693 = -2459260.227469
  nChanged 3
		SP:Iteration 52Q (8649.660000 sec): 3 clusters
  Score: Raw -2462552.726165 + Penalty 3291.674693 = -2459261.051472
  nChanged 4
		SP:Iteration 53Q (8649.710000 sec): 3 clusters
  Score: Raw -2462553.804718 + Penalty 3291.674693 = -2459262.130025
  nChanged 5
		SP:Iteration 54Q (8649.750000 sec): 3 clusters
  Score: Raw -2462555.400112 + Penalty 3291.674693 = -2459263.725419
  nChanged 2
		SP:Iteration 55Q (8649.800000 sec): 3 clusters
  Score: Raw -2462556.181577 + Penalty 3291.674693 = -2459264.506884
  nChanged 2
		SP:Iteration 56Q (8649.840000 sec): 3 clusters
  Score: Raw -2462556.930986 + Penalty 3291.674693 = -2459265.256293
  nChanged 1
		SP:Iteration 57Q (8649.890000 sec): 3 clusters
  Score: Raw -2462557.267642 + Penalty 3291.674693 = -2459265.592949
  nChanged 2
		SP:Iteration 58Q (8649.930000 sec): 3 clusters
  Score: Raw -2462557.810686 + Penalty 3291.674693 = -2459266.135993
  nChanged 0
		SP:Iteration 59F (8649.990000 sec): 3 clusters
  Score: Raw -2462557.810686 + Penalty 3291.674693 = -2459266.135993
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8650.010000 sec): 2 clusters
  Score: Raw -23839.963868 + Penalty 914.488431 = -22925.475438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8650.010000 sec): 3 clusters
  Score: Raw -23971.934614 + Penalty 1828.976862 = -22142.957752
  nChanged 50
		SP:Iteration 1F (8650.010000 sec): 3 clusters
  Score: Raw -24066.061210 + Penalty 1828.976862 = -22237.084348
  nChanged 11
		SP:Iteration 2Q (8650.010000 sec): 3 clusters
  Score: Raw -24092.809377 + Penalty 1828.976862 = -22263.832516
  nChanged 4
		SP:Iteration 3Q (8650.010000 sec): 3 clusters
  Score: Raw -24098.633245 + Penalty 1828.976862 = -22269.656383
  nChanged 1
		SP:Iteration 4Q (8650.010000 sec): 3 clusters
  Score: Raw -24101.469806 + Penalty 1828.976862 = -22272.492944
  nChanged 3
		SP:Iteration 5Q (8650.010000 sec): 3 clusters
  Score: Raw -24110.717124 + Penalty 1828.976862 = -22281.740262
  nChanged 2
		SP:Iteration 6Q (8650.010000 sec): 3 clusters
  Score: Raw -24117.598654 + Penalty 1828.976862 = -22288.621792
  nChanged 3
		SP:Iteration 7Q (8650.010000 sec): 3 clusters
  Score: Raw -24133.812583 + Penalty 1828.976862 = -22304.835721
  nChanged 1
		SP:Iteration 8Q (8650.010000 sec): 3 clusters
  Score: Raw -24136.317547 + Penalty 1828.976862 = -22307.340686
  nChanged 0
		SP:Iteration 9F (8650.010000 sec): 3 clusters
  Score: Raw -24136.317547 + Penalty 1828.976862 = -22307.340686
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8650.040000 sec): 2 clusters
  Score: Raw -632880.708130 + Penalty 1426.327709 = -631454.380421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8650.050000 sec): 3 clusters
  Score: Raw -629412.957900 + Penalty 2852.655418 = -626560.302482
  nChanged 2663
		SP:Iteration 1F (8650.070000 sec): 3 clusters
  Score: Raw -630985.421698 + Penalty 2852.655418 = -628132.766279
  nChanged 485
		SP:Iteration 2F (8650.090000 sec): 3 clusters
  Score: Raw -631302.245594 + Penalty 2852.655418 = -628449.590175
  nChanged 433
		SP:Iteration 3F (8650.100000 sec): 3 clusters
  Score: Raw -631585.134839 + Penalty 2852.655418 = -628732.479420
  nChanged 390
		SP:Iteration 4F (8650.110000 sec): 3 clusters
  Score: Raw -631875.096867 + Penalty 2852.655418 = -629022.441449
  nChanged 387
		SP:Iteration 5F (8650.130000 sec): 3 clusters
  Score: Raw -632171.035864 + Penalty 2852.655418 = -629318.380446
  nChanged 369
		SP:Iteration 6F (8650.150000 sec): 3 clusters
  Score: Raw -632433.963056 + Penalty 2852.655418 = -629581.307638
  nChanged 317
		SP:Iteration 7Q (8650.160000 sec): 3 clusters
  Score: Raw -632604.817731 + Penalty 2852.655418 = -629752.162313
  nChanged 216
		SP:Iteration 8Q (8650.170000 sec): 3 clusters
  Score: Raw -632701.754318 + Penalty 2852.655418 = -629849.098900
  nChanged 155
		SP:Iteration 9Q (8650.190000 sec): 3 clusters
  Score: Raw -632754.502552 + Penalty 2852.655418 = -629901.847134
  nChanged 107
		SP:Iteration 10Q (8650.210000 sec): 3 clusters
  Score: Raw -632789.587869 + Penalty 2852.655418 = -629936.932451
  nChanged 94
		SP:Iteration 11Q (8650.220000 sec): 3 clusters
  Score: Raw -632817.411964 + Penalty 2852.655418 = -629964.756546
  nChanged 72
		SP:Iteration 12Q (8650.230000 sec): 3 clusters
  Score: Raw -632833.609842 + Penalty 2852.655418 = -629980.954424
  nChanged 48
		SP:Iteration 13Q (8650.250000 sec): 3 clusters
  Score: Raw -632844.384072 + Penalty 2852.655418 = -629991.728654
  nChanged 39
		SP:Iteration 14Q (8650.260000 sec): 3 clusters
  Score: Raw -632851.482291 + Penalty 2852.655418 = -629998.826873
  nChanged 18
		SP:Iteration 15Q (8650.280000 sec): 3 clusters
  Score: Raw -632855.597640 + Penalty 2852.655418 = -630002.942221
  nChanged 20
		SP:Iteration 16Q (8650.290000 sec): 3 clusters
  Score: Raw -632859.378422 + Penalty 2852.655418 = -630006.723004
  nChanged 21
		SP:Iteration 17Q (8650.310000 sec): 3 clusters
  Score: Raw -632862.985484 + Penalty 2852.655418 = -630010.330066
  nChanged 14
		SP:Iteration 18Q (8650.320000 sec): 3 clusters
  Score: Raw -632864.813544 + Penalty 2852.655418 = -630012.158126
  nChanged 7
		SP:Iteration 19Q (8650.340000 sec): 3 clusters
  Score: Raw -632865.607186 + Penalty 2852.655418 = -630012.951768
  nChanged 3
		SP:Iteration 20F (8650.350000 sec): 3 clusters
  Score: Raw -632866.122074 + Penalty 2852.655418 = -630013.466656
  nChanged 7
		SP:Iteration 21Q (8650.370000 sec): 3 clusters
  Score: Raw -632867.485035 + Penalty 2852.655418 = -630014.829616
  nChanged 4
		SP:Iteration 22Q (8650.380000 sec): 3 clusters
  Score: Raw -632868.150939 + Penalty 2852.655418 = -630015.495521
  nChanged 9
		SP:Iteration 23Q (8650.400000 sec): 3 clusters
  Score: Raw -632869.702942 + Penalty 2852.655418 = -630017.047524
  nChanged 6
		SP:Iteration 24Q (8650.410000 sec): 3 clusters
  Score: Raw -632870.801239 + Penalty 2852.655418 = -630018.145821
  nChanged 8
		SP:Iteration 25Q (8650.430000 sec): 3 clusters
  Score: Raw -632871.405935 + Penalty 2852.655418 = -630018.750517
  nChanged 2
		SP:Iteration 26Q (8650.440000 sec): 3 clusters
  Score: Raw -632871.581326 + Penalty 2852.655418 = -630018.925908
  nChanged 1
		SP:Iteration 27Q (8650.460000 sec): 3 clusters
  Score: Raw -632871.701492 + Penalty 2852.655418 = -630019.046074
  nChanged 1
		SP:Iteration 28Q (8650.470000 sec): 3 clusters
  Score: Raw -632871.768363 + Penalty 2852.655418 = -630019.112945
  nChanged 0
		SP:Iteration 29F (8650.490000 sec): 3 clusters
  Score: Raw -632871.768363 + Penalty 2852.655418 = -630019.112945
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8650.490000 sec): 2 clusters
  Score: Raw -154134.204851 + Penalty 1204.672192 = -152929.532659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8650.500000 sec): 3 clusters
  Score: Raw -153483.047151 + Penalty 2409.344384 = -151073.702767
  nChanged 566
		SP:Iteration 1F (8650.500000 sec): 3 clusters
  Score: Raw -153986.407755 + Penalty 2409.344384 = -151577.063371
  nChanged 146
		SP:Iteration 2F (8650.510000 sec): 3 clusters
  Score: Raw -154151.212819 + Penalty 2409.344384 = -151741.868435
  nChanged 99
		SP:Iteration 3F (8650.510000 sec): 3 clusters
  Score: Raw -154251.639819 + Penalty 2409.344384 = -151842.295435
  nChanged 64
		SP:Iteration 4Q (8650.510000 sec): 3 clusters
  Score: Raw -154320.399067 + Penalty 2409.344384 = -151911.054682
  nChanged 55
		SP:Iteration 5Q (8650.520000 sec): 3 clusters
  Score: Raw -154371.170395 + Penalty 2409.344384 = -151961.826011
  nChanged 32
		SP:Iteration 6Q (8650.520000 sec): 3 clusters
  Score: Raw -154405.644836 + Penalty 2409.344384 = -151996.300452
  nChanged 37
		SP:Iteration 7Q (8650.530000 sec): 3 clusters
  Score: Raw -154444.732986 + Penalty 2409.344384 = -152035.388602
  nChanged 27
		SP:Iteration 8Q (8650.530000 sec): 3 clusters
  Score: Raw -154472.263671 + Penalty 2409.344384 = -152062.919287
  nChanged 32
		SP:Iteration 9Q (8650.530000 sec): 3 clusters
  Score: Raw -154499.762521 + Penalty 2409.344384 = -152090.418137
  nChanged 28
		SP:Iteration 10Q (8650.540000 sec): 3 clusters
  Score: Raw -154525.566238 + Penalty 2409.344384 = -152116.221854
  nChanged 23
		SP:Iteration 11Q (8650.540000 sec): 3 clusters
  Score: Raw -154540.370990 + Penalty 2409.344384 = -152131.026606
  nChanged 14
		SP:Iteration 12Q (8650.550000 sec): 3 clusters
  Score: Raw -154553.402102 + Penalty 2409.344384 = -152144.057718
  nChanged 15
		SP:Iteration 13Q (8650.550000 sec): 3 clusters
  Score: Raw -154573.815936 + Penalty 2409.344384 = -152164.471552
  nChanged 13
		SP:Iteration 14Q (8650.550000 sec): 3 clusters
  Score: Raw -154587.632946 + Penalty 2409.344384 = -152178.288562
  nChanged 11
		SP:Iteration 15Q (8650.550000 sec): 3 clusters
  Score: Raw -154596.754740 + Penalty 2409.344384 = -152187.410356
  nChanged 8
		SP:Iteration 16Q (8650.560000 sec): 3 clusters
  Score: Raw -154602.125318 + Penalty 2409.344384 = -152192.780934
  nChanged 8
		SP:Iteration 17Q (8650.560000 sec): 3 clusters
  Score: Raw -154607.985908 + Penalty 2409.344384 = -152198.641524
  nChanged 7
		SP:Iteration 18Q (8650.570000 sec): 3 clusters
  Score: Raw -154613.252951 + Penalty 2409.344384 = -152203.908567
  nChanged 4
		SP:Iteration 19Q (8650.570000 sec): 3 clusters
  Score: Raw -154616.130238 + Penalty 2409.344384 = -152206.785854
  nChanged 2
		SP:Iteration 20F (8650.570000 sec): 3 clusters
  Score: Raw -154617.620690 + Penalty 2409.344384 = -152208.276306
  nChanged 1
		SP:Iteration 21Q (8650.580000 sec): 3 clusters
  Score: Raw -154618.150990 + Penalty 2409.344384 = -152208.806606
  nChanged 2
		SP:Iteration 22Q (8650.580000 sec): 3 clusters
  Score: Raw -154618.829495 + Penalty 2409.344384 = -152209.485110
  nChanged 0
		SP:Iteration 23F (8650.590000 sec): 3 clusters
  Score: Raw -154618.829495 + Penalty 2409.344384 = -152209.485110
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8650.610000 sec): 2 clusters
  Score: Raw -635674.078769 + Penalty 1440.865345 = -634233.213425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8650.630000 sec): 3 clusters
  Score: Raw -631860.766165 + Penalty 2881.730690 = -628979.035475
  nChanged 2906
		SP:Iteration 1F (8650.640000 sec): 3 clusters
  Score: Raw -633434.695335 + Penalty 2881.730690 = -630552.964645
  nChanged 536
		SP:Iteration 2F (8650.660000 sec): 3 clusters
  Score: Raw -633786.783010 + Penalty 2881.730690 = -630905.052320
  nChanged 502
		SP:Iteration 3F (8650.670000 sec): 3 clusters
  Score: Raw -634137.303710 + Penalty 2881.730690 = -631255.573020
  nChanged 431
		SP:Iteration 4F (8650.690000 sec): 3 clusters
  Score: Raw -634410.997727 + Penalty 2881.730690 = -631529.267037
  nChanged 373
		SP:Iteration 5F (8650.710000 sec): 3 clusters
  Score: Raw -634614.410161 + Penalty 2881.730690 = -631732.679471
  nChanged 286
		SP:Iteration 6Q (8650.720000 sec): 3 clusters
  Score: Raw -634769.018471 + Penalty 2881.730690 = -631887.287781
  nChanged 257
		SP:Iteration 7Q (8650.740000 sec): 3 clusters
  Score: Raw -634913.433698 + Penalty 2881.730690 = -632031.703008
  nChanged 262
		SP:Iteration 8Q (8650.760000 sec): 3 clusters
  Score: Raw -635051.521717 + Penalty 2881.730690 = -632169.791027
  nChanged 213
		SP:Iteration 9Q (8650.770000 sec): 3 clusters
  Score: Raw -635159.583594 + Penalty 2881.730690 = -632277.852904
  nChanged 197
		SP:Iteration 10Q (8650.790000 sec): 3 clusters
  Score: Raw -635257.766932 + Penalty 2881.730690 = -632376.036242
  nChanged 181
		SP:Iteration 11Q (8650.810000 sec): 3 clusters
  Score: Raw -635348.925235 + Penalty 2881.730690 = -632467.194545
  nChanged 169
		SP:Iteration 12Q (8650.820000 sec): 3 clusters
  Score: Raw -635420.713526 + Penalty 2881.730690 = -632538.982836
  nChanged 131
		SP:Iteration 13Q (8650.840000 sec): 3 clusters
  Score: Raw -635475.491889 + Penalty 2881.730690 = -632593.761199
  nChanged 121
		SP:Iteration 14Q (8650.850000 sec): 3 clusters
  Score: Raw -635521.797474 + Penalty 2881.730690 = -632640.066784
  nChanged 106
		SP:Iteration 15Q (8650.870000 sec): 3 clusters
  Score: Raw -635561.462242 + Penalty 2881.730690 = -632679.731552
  nChanged 99
		SP:Iteration 16Q (8650.890000 sec): 3 clusters
  Score: Raw -635598.822197 + Penalty 2881.730690 = -632717.091507
  nChanged 97
		SP:Iteration 17Q (8650.900000 sec): 3 clusters
  Score: Raw -635638.409523 + Penalty 2881.730690 = -632756.678833
  nChanged 87
		SP:Iteration 18Q (8650.920000 sec): 3 clusters
  Score: Raw -635675.514049 + Penalty 2881.730690 = -632793.783359
  nChanged 106
		SP:Iteration 19Q (8650.930000 sec): 3 clusters
  Score: Raw -635712.928131 + Penalty 2881.730690 = -632831.197442
  nChanged 90
		SP:Iteration 20F (8650.950000 sec): 3 clusters
  Score: Raw -635741.919624 + Penalty 2881.730690 = -632860.188934
  nChanged 72
		SP:Iteration 21Q (8650.970000 sec): 3 clusters
  Score: Raw -635767.525159 + Penalty 2881.730690 = -632885.794469
  nChanged 77
		SP:Iteration 22Q (8650.980000 sec): 3 clusters
  Score: Raw -635797.405989 + Penalty 2881.730690 = -632915.675299
  nChanged 70
		SP:Iteration 23Q (8650.990000 sec): 3 clusters
  Score: Raw -635830.833265 + Penalty 2881.730690 = -632949.102575
  nChanged 88
		SP:Iteration 24Q (8651.010000 sec): 3 clusters
  Score: Raw -635869.539641 + Penalty 2881.730690 = -632987.808951
  nChanged 80
		SP:Iteration 25Q (8651.030000 sec): 3 clusters
  Score: Raw -635899.342263 + Penalty 2881.730690 = -633017.611573
  nChanged 67
		SP:Iteration 26Q (8651.040000 sec): 3 clusters
  Score: Raw -635924.263652 + Penalty 2881.730690 = -633042.532962
  nChanged 70
		SP:Iteration 27Q (8651.060000 sec): 3 clusters
  Score: Raw -635952.640398 + Penalty 2881.730690 = -633070.909708
  nChanged 78
		SP:Iteration 28Q (8651.070000 sec): 3 clusters
  Score: Raw -635986.314552 + Penalty 2881.730690 = -633104.583862
  nChanged 74
		SP:Iteration 29Q (8651.090000 sec): 3 clusters
  Score: Raw -636010.616680 + Penalty 2881.730690 = -633128.885990
  nChanged 60
		SP:Iteration 30Q (8651.110000 sec): 3 clusters
  Score: Raw -636031.038230 + Penalty 2881.730690 = -633149.307540
  nChanged 67
		SP:Iteration 31Q (8651.120000 sec): 3 clusters
  Score: Raw -636051.857904 + Penalty 2881.730690 = -633170.127214
  nChanged 58
		SP:Iteration 32Q (8651.140000 sec): 3 clusters
  Score: Raw -636071.600211 + Penalty 2881.730690 = -633189.869521
  nChanged 68
		SP:Iteration 33Q (8651.150000 sec): 3 clusters
  Score: Raw -636090.866372 + Penalty 2881.730690 = -633209.135682
  nChanged 57
		SP:Iteration 34Q (8651.170000 sec): 3 clusters
  Score: Raw -636108.469634 + Penalty 2881.730690 = -633226.738944
  nChanged 54
		SP:Iteration 35Q (8651.180000 sec): 3 clusters
  Score: Raw -636127.262026 + Penalty 2881.730690 = -633245.531336
  nChanged 58
		SP:Iteration 36Q (8651.200000 sec): 3 clusters
  Score: Raw -636145.774497 + Penalty 2881.730690 = -633264.043808
  nChanged 44
		SP:Iteration 37Q (8651.210000 sec): 3 clusters
  Score: Raw -636159.481418 + Penalty 2881.730690 = -633277.750728
  nChanged 37
		SP:Iteration 38Q (8651.230000 sec): 3 clusters
  Score: Raw -636169.397738 + Penalty 2881.730690 = -633287.667048
  nChanged 38
		SP:Iteration 39Q (8651.240000 sec): 3 clusters
  Score: Raw -636180.385260 + Penalty 2881.730690 = -633298.654570
  nChanged 31
		SP:Iteration 40F (8651.260000 sec): 3 clusters
  Score: Raw -636188.275363 + Penalty 2881.730690 = -633306.544674
  nChanged 29
		SP:Iteration 41Q (8651.270000 sec): 3 clusters
  Score: Raw -636195.341431 + Penalty 2881.730690 = -633313.610741
  nChanged 30
		SP:Iteration 42Q (8651.290000 sec): 3 clusters
  Score: Raw -636201.620424 + Penalty 2881.730690 = -633319.889734
  nChanged 24
		SP:Iteration 43Q (8651.310000 sec): 3 clusters
  Score: Raw -636206.286921 + Penalty 2881.730690 = -633324.556231
  nChanged 16
		SP:Iteration 44Q (8651.320000 sec): 3 clusters
  Score: Raw -636209.385348 + Penalty 2881.730690 = -633327.654658
  nChanged 19
		SP:Iteration 45Q (8651.340000 sec): 3 clusters
  Score: Raw -636213.556457 + Penalty 2881.730690 = -633331.825767
  nChanged 19
		SP:Iteration 46Q (8651.350000 sec): 3 clusters
  Score: Raw -636217.645639 + Penalty 2881.730690 = -633335.914949
  nChanged 14
		SP:Iteration 47Q (8651.370000 sec): 3 clusters
  Score: Raw -636220.004923 + Penalty 2881.730690 = -633338.274233
  nChanged 8
		SP:Iteration 48Q (8651.380000 sec): 3 clusters
  Score: Raw -636221.373256 + Penalty 2881.730690 = -633339.642566
  nChanged 9
		SP:Iteration 49Q (8651.400000 sec): 3 clusters
  Score: Raw -636223.175558 + Penalty 2881.730690 = -633341.444868
  nChanged 8
		SP:Iteration 50Q (8651.410000 sec): 3 clusters
  Score: Raw -636224.732027 + Penalty 2881.730690 = -633343.001337
  nChanged 12
		SP:Iteration 51Q (8651.430000 sec): 3 clusters
  Score: Raw -636227.866375 + Penalty 2881.730690 = -633346.135685
  nChanged 12
		SP:Iteration 52Q (8651.450000 sec): 3 clusters
  Score: Raw -636231.667986 + Penalty 2881.730690 = -633349.937296
  nChanged 21
		SP:Iteration 53Q (8651.460000 sec): 3 clusters
  Score: Raw -636237.104641 + Penalty 2881.730690 = -633355.373951
  nChanged 18
		SP:Iteration 54Q (8651.470000 sec): 3 clusters
  Score: Raw -636242.240345 + Penalty 2881.730690 = -633360.509656
  nChanged 24
		SP:Iteration 55Q (8651.490000 sec): 3 clusters
  Score: Raw -636247.732685 + Penalty 2881.730690 = -633366.001995
  nChanged 19
		SP:Iteration 56Q (8651.510000 sec): 3 clusters
  Score: Raw -636253.310379 + Penalty 2881.730690 = -633371.579689
  nChanged 20
		SP:Iteration 57Q (8651.520000 sec): 3 clusters
  Score: Raw -636259.191135 + Penalty 2881.730690 = -633377.460445
  nChanged 18
		SP:Iteration 58Q (8651.530000 sec): 3 clusters
  Score: Raw -636265.553359 + Penalty 2881.730690 = -633383.822669
  nChanged 20
		SP:Iteration 59Q (8651.550000 sec): 3 clusters
  Score: Raw -636271.390660 + Penalty 2881.730690 = -633389.659970
  nChanged 22
		SP:Iteration 60F (8651.570000 sec): 3 clusters
  Score: Raw -636277.258300 + Penalty 2881.730690 = -633395.527610
  nChanged 23
		SP:Iteration 61Q (8651.580000 sec): 3 clusters
  Score: Raw -636284.652736 + Penalty 2881.730690 = -633402.922047
  nChanged 21
		SP:Iteration 62Q (8651.600000 sec): 3 clusters
  Score: Raw -636293.032549 + Penalty 2881.730690 = -633411.301859
  nChanged 31
		SP:Iteration 63Q (8651.610000 sec): 3 clusters
  Score: Raw -636302.278303 + Penalty 2881.730690 = -633420.547613
  nChanged 29
		SP:Iteration 64Q (8651.630000 sec): 3 clusters
  Score: Raw -636315.304715 + Penalty 2881.730690 = -633433.574025
  nChanged 30
		SP:Iteration 65Q (8651.650000 sec): 3 clusters
  Score: Raw -636327.648697 + Penalty 2881.730690 = -633445.918007
  nChanged 35
		SP:Iteration 66Q (8651.660000 sec): 3 clusters
  Score: Raw -636342.986346 + Penalty 2881.730690 = -633461.255656
  nChanged 42
		SP:Iteration 67Q (8651.670000 sec): 3 clusters
  Score: Raw -636363.215365 + Penalty 2881.730690 = -633481.484675
  nChanged 46
		SP:Iteration 68Q (8651.690000 sec): 3 clusters
  Score: Raw -636382.125250 + Penalty 2881.730690 = -633500.394561
  nChanged 45
		SP:Iteration 69Q (8651.710000 sec): 3 clusters
  Score: Raw -636397.050504 + Penalty 2881.730690 = -633515.319814
  nChanged 35
		SP:Iteration 70Q (8651.720000 sec): 3 clusters
  Score: Raw -636405.497494 + Penalty 2881.730690 = -633523.766804
  nChanged 30
		SP:Iteration 71Q (8651.730000 sec): 3 clusters
  Score: Raw -636412.886258 + Penalty 2881.730690 = -633531.155568
  nChanged 27
		SP:Iteration 72Q (8651.750000 sec): 3 clusters
  Score: Raw -636419.284217 + Penalty 2881.730690 = -633537.553527
  nChanged 28
		SP:Iteration 73Q (8651.770000 sec): 3 clusters
  Score: Raw -636425.117982 + Penalty 2881.730690 = -633543.387292
  nChanged 23
		SP:Iteration 74Q (8651.780000 sec): 3 clusters
  Score: Raw -636431.417143 + Penalty 2881.730690 = -633549.686453
  nChanged 24
		SP:Iteration 75Q (8651.790000 sec): 3 clusters
  Score: Raw -636436.974187 + Penalty 2881.730690 = -633555.243497
  nChanged 31
		SP:Iteration 76Q (8651.810000 sec): 3 clusters
  Score: Raw -636445.472722 + Penalty 2881.730690 = -633563.742032
  nChanged 20
		SP:Iteration 77Q (8651.820000 sec): 3 clusters
  Score: Raw -636448.620947 + Penalty 2881.730690 = -633566.890257
  nChanged 17
		SP:Iteration 78Q (8651.840000 sec): 3 clusters
  Score: Raw -636452.005435 + Penalty 2881.730690 = -633570.274745
  nChanged 7
		SP:Iteration 79Q (8651.850000 sec): 3 clusters
  Score: Raw -636452.916900 + Penalty 2881.730690 = -633571.186210
  nChanged 5
		SP:Iteration 80F (8651.870000 sec): 3 clusters
  Score: Raw -636453.449254 + Penalty 2881.730690 = -633571.718564
  nChanged 6
		SP:Iteration 81Q (8651.880000 sec): 3 clusters
  Score: Raw -636454.387624 + Penalty 2881.730690 = -633572.656934
  nChanged 5
		SP:Iteration 82Q (8651.900000 sec): 3 clusters
  Score: Raw -636454.956244 + Penalty 2881.730690 = -633573.225554
  nChanged 3
		SP:Iteration 83Q (8651.910000 sec): 3 clusters
  Score: Raw -636455.493078 + Penalty 2881.730690 = -633573.762388
  nChanged 4
		SP:Iteration 84Q (8651.930000 sec): 3 clusters
  Score: Raw -636455.745791 + Penalty 2881.730690 = -633574.015101
  nChanged 3
		SP:Iteration 85Q (8651.940000 sec): 3 clusters
  Score: Raw -636456.048591 + Penalty 2881.730690 = -633574.317901
  nChanged 4
		SP:Iteration 86Q (8651.960000 sec): 3 clusters
  Score: Raw -636456.617596 + Penalty 2881.730690 = -633574.886906
  nChanged 4
		SP:Iteration 87Q (8651.970000 sec): 3 clusters
  Score: Raw -636456.973151 + Penalty 2881.730690 = -633575.242461
  nChanged 4
		SP:Iteration 88Q (8651.990000 sec): 3 clusters
  Score: Raw -636457.813846 + Penalty 2881.730690 = -633576.083156
  nChanged 3
		SP:Iteration 89Q (8652.000000 sec): 3 clusters
  Score: Raw -636458.269343 + Penalty 2881.730690 = -633576.538653
  nChanged 1
		SP:Iteration 90Q (8652.010000 sec): 3 clusters
  Score: Raw -636458.449373 + Penalty 2881.730690 = -633576.718683
  nChanged 0
		SP:Iteration 91F (8652.030000 sec): 3 clusters
  Score: Raw -636458.449373 + Penalty 2881.730690 = -633576.718683
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8652.050000 sec): 2 clusters
  Score: Raw -369950.899888 + Penalty 1341.234106 = -368609.665782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8652.060000 sec): 3 clusters
  Score: Raw -368051.317305 + Penalty 2682.468212 = -365368.849094
  nChanged 1474
		SP:Iteration 1F (8652.070000 sec): 3 clusters
  Score: Raw -368886.487140 + Penalty 2682.468212 = -366204.018928
  nChanged 260
		SP:Iteration 2F (8652.070000 sec): 3 clusters
  Score: Raw -369022.979279 + Penalty 2682.468212 = -366340.511068
  nChanged 195
		SP:Iteration 3F (8652.080000 sec): 3 clusters
  Score: Raw -369136.764204 + Penalty 2682.468212 = -366454.295993
  nChanged 170
		SP:Iteration 4Q (8652.090000 sec): 3 clusters
  Score: Raw -369223.923323 + Penalty 2682.468212 = -366541.455112
  nChanged 150
		SP:Iteration 5Q (8652.100000 sec): 3 clusters
  Score: Raw -369322.811710 + Penalty 2682.468212 = -366640.343499
  nChanged 159
		SP:Iteration 6Q (8652.110000 sec): 3 clusters
  Score: Raw -369442.420774 + Penalty 2682.468212 = -366759.952562
  nChanged 189
		SP:Iteration 7Q (8652.120000 sec): 3 clusters
  Score: Raw -369599.275205 + Penalty 2682.468212 = -366916.806994
  nChanged 202
		SP:Iteration 8F (8652.130000 sec): 3 clusters
  Score: Raw -369735.723681 + Penalty 2682.468212 = -367053.255469
  nChanged 152
		SP:Iteration 9Q (8652.130000 sec): 3 clusters
  Score: Raw -369827.998774 + Penalty 2682.468212 = -367145.530563
  nChanged 119
		SP:Iteration 10Q (8652.150000 sec): 3 clusters
  Score: Raw -369897.318742 + Penalty 2682.468212 = -367214.850530
  nChanged 109
		SP:Iteration 11Q (8652.150000 sec): 3 clusters
  Score: Raw -369954.266493 + Penalty 2682.468212 = -367271.798282
  nChanged 81
		SP:Iteration 12Q (8652.160000 sec): 3 clusters
  Score: Raw -369990.285905 + Penalty 2682.468212 = -367307.817693
  nChanged 69
		SP:Iteration 13Q (8652.170000 sec): 3 clusters
  Score: Raw -370016.498299 + Penalty 2682.468212 = -367334.030087
  nChanged 46
		SP:Iteration 14Q (8652.180000 sec): 3 clusters
  Score: Raw -370033.422919 + Penalty 2682.468212 = -367350.954707
  nChanged 39
		SP:Iteration 15Q (8652.190000 sec): 3 clusters
  Score: Raw -370049.437839 + Penalty 2682.468212 = -367366.969627
  nChanged 42
		SP:Iteration 16Q (8652.200000 sec): 3 clusters
  Score: Raw -370065.344247 + Penalty 2682.468212 = -367382.876035
  nChanged 38
		SP:Iteration 17Q (8652.210000 sec): 3 clusters
  Score: Raw -370075.523978 + Penalty 2682.468212 = -367393.055767
  nChanged 23
		SP:Iteration 18Q (8652.210000 sec): 3 clusters
  Score: Raw -370082.172914 + Penalty 2682.468212 = -367399.704703
  nChanged 27
		SP:Iteration 19Q (8652.220000 sec): 3 clusters
  Score: Raw -370091.495213 + Penalty 2682.468212 = -367409.027001
  nChanged 25
		SP:Iteration 20F (8652.230000 sec): 3 clusters
  Score: Raw -370098.455381 + Penalty 2682.468212 = -367415.987169
  nChanged 25
		SP:Iteration 21Q (8652.240000 sec): 3 clusters
  Score: Raw -370105.224530 + Penalty 2682.468212 = -367422.756318
  nChanged 19
		SP:Iteration 22Q (8652.250000 sec): 3 clusters
  Score: Raw -370110.827684 + Penalty 2682.468212 = -367428.359472
  nChanged 14
		SP:Iteration 23Q (8652.260000 sec): 3 clusters
  Score: Raw -370114.828691 + Penalty 2682.468212 = -367432.360480
  nChanged 9
		SP:Iteration 24Q (8652.270000 sec): 3 clusters
  Score: Raw -370117.390964 + Penalty 2682.468212 = -367434.922753
  nChanged 8
		SP:Iteration 25Q (8652.280000 sec): 3 clusters
  Score: Raw -370120.330272 + Penalty 2682.468212 = -367437.862060
  nChanged 6
		SP:Iteration 26Q (8652.290000 sec): 3 clusters
  Score: Raw -370121.778674 + Penalty 2682.468212 = -367439.310463
  nChanged 9
		SP:Iteration 27Q (8652.290000 sec): 3 clusters
  Score: Raw -370123.674414 + Penalty 2682.468212 = -367441.206202
  nChanged 8
		SP:Iteration 28Q (8652.300000 sec): 3 clusters
  Score: Raw -370126.253829 + Penalty 2682.468212 = -367443.785617
  nChanged 8
		SP:Iteration 29Q (8652.310000 sec): 3 clusters
  Score: Raw -370127.914595 + Penalty 2682.468212 = -367445.446383
  nChanged 4
		SP:Iteration 30Q (8652.320000 sec): 3 clusters
  Score: Raw -370129.213710 + Penalty 2682.468212 = -367446.745498
  nChanged 6
		SP:Iteration 31Q (8652.330000 sec): 3 clusters
  Score: Raw -370131.176112 + Penalty 2682.468212 = -367448.707901
  nChanged 5
		SP:Iteration 32Q (8652.340000 sec): 3 clusters
  Score: Raw -370132.732154 + Penalty 2682.468212 = -367450.263943
  nChanged 5
		SP:Iteration 33Q (8652.350000 sec): 3 clusters
  Score: Raw -370133.782987 + Penalty 2682.468212 = -367451.314775
  nChanged 5
		SP:Iteration 34Q (8652.350000 sec): 3 clusters
  Score: Raw -370135.074969 + Penalty 2682.468212 = -367452.606757
  nChanged 4
		SP:Iteration 35Q (8652.360000 sec): 3 clusters
  Score: Raw -370136.396229 + Penalty 2682.468212 = -367453.928018
  nChanged 6
		SP:Iteration 36Q (8652.370000 sec): 3 clusters
  Score: Raw -370138.578866 + Penalty 2682.468212 = -367456.110655
  nChanged 6
		SP:Iteration 37Q (8652.380000 sec): 3 clusters
  Score: Raw -370140.338586 + Penalty 2682.468212 = -367457.870374
  nChanged 2
		SP:Iteration 38Q (8652.390000 sec): 3 clusters
  Score: Raw -370140.850858 + Penalty 2682.468212 = -367458.382647
  nChanged 1
		SP:Iteration 39Q (8652.400000 sec): 3 clusters
  Score: Raw -370140.969836 + Penalty 2682.468212 = -367458.501624
  nChanged 2
		SP:Iteration 40F (8652.410000 sec): 3 clusters
  Score: Raw -370141.252293 + Penalty 2682.468212 = -367458.784082
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8652.410000 sec): 2 clusters
  Score: Raw -128248.785947 + Penalty 1158.119756 = -127090.666191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8652.420000 sec): 3 clusters
  Score: Raw -127796.753904 + Penalty 2316.239513 = -125480.514391
  nChanged 399
		SP:Iteration 1F (8652.420000 sec): 3 clusters
  Score: Raw -128116.777914 + Penalty 2316.239513 = -125800.538402
  nChanged 110
		SP:Iteration 2F (8652.430000 sec): 3 clusters
  Score: Raw -128225.629773 + Penalty 2316.239513 = -125909.390260
  nChanged 67
		SP:Iteration 3F (8652.430000 sec): 3 clusters
  Score: Raw -128297.009386 + Penalty 2316.239513 = -125980.769873
  nChanged 45
		SP:Iteration 4Q (8652.430000 sec): 3 clusters
  Score: Raw -128333.823586 + Penalty 2316.239513 = -126017.584073
  nChanged 35
		SP:Iteration 5Q (8652.430000 sec): 3 clusters
  Score: Raw -128371.183728 + Penalty 2316.239513 = -126054.944215
  nChanged 28
		SP:Iteration 6Q (8652.430000 sec): 3 clusters
  Score: Raw -128393.630243 + Penalty 2316.239513 = -126077.390731
  nChanged 23
		SP:Iteration 7Q (8652.440000 sec): 3 clusters
  Score: Raw -128409.541882 + Penalty 2316.239513 = -126093.302370
  nChanged 20
		SP:Iteration 8Q (8652.440000 sec): 3 clusters
  Score: Raw -128423.749134 + Penalty 2316.239513 = -126107.509622
  nChanged 10
		SP:Iteration 9Q (8652.450000 sec): 3 clusters
  Score: Raw -128429.873112 + Penalty 2316.239513 = -126113.633599
  nChanged 10
		SP:Iteration 10Q (8652.450000 sec): 3 clusters
  Score: Raw -128438.239192 + Penalty 2316.239513 = -126121.999679
  nChanged 6
		SP:Iteration 11Q (8652.450000 sec): 3 clusters
  Score: Raw -128443.337261 + Penalty 2316.239513 = -126127.097748
  nChanged 8
		SP:Iteration 12Q (8652.450000 sec): 3 clusters
  Score: Raw -128448.150468 + Penalty 2316.239513 = -126131.910955
  nChanged 5
		SP:Iteration 13Q (8652.450000 sec): 3 clusters
  Score: Raw -128450.701350 + Penalty 2316.239513 = -126134.461837
  nChanged 6
		SP:Iteration 14Q (8652.460000 sec): 3 clusters
  Score: Raw -128455.907103 + Penalty 2316.239513 = -126139.667590
  nChanged 11
		SP:Iteration 15Q (8652.460000 sec): 3 clusters
  Score: Raw -128467.816325 + Penalty 2316.239513 = -126151.576812
  nChanged 8
		SP:Iteration 16Q (8652.460000 sec): 3 clusters
  Score: Raw -128474.824852 + Penalty 2316.239513 = -126158.585339
  nChanged 7
		SP:Iteration 17Q (8652.470000 sec): 3 clusters
  Score: Raw -128477.859972 + Penalty 2316.239513 = -126161.620460
  nChanged 4
		SP:Iteration 18Q (8652.470000 sec): 3 clusters
  Score: Raw -128480.908929 + Penalty 2316.239513 = -126164.669416
  nChanged 8
		SP:Iteration 19Q (8652.470000 sec): 3 clusters
  Score: Raw -128487.917783 + Penalty 2316.239513 = -126171.678270
  nChanged 4
		SP:Iteration 20F (8652.470000 sec): 3 clusters
  Score: Raw -128492.696259 + Penalty 2316.239513 = -126176.456747
  nChanged 7
		SP:Iteration 21Q (8652.480000 sec): 3 clusters
  Score: Raw -128497.843756 + Penalty 2316.239513 = -126181.604244
  nChanged 3
		SP:Iteration 22Q (8652.480000 sec): 3 clusters
  Score: Raw -128500.251753 + Penalty 2316.239513 = -126184.012240
  nChanged 4
		SP:Iteration 23Q (8652.480000 sec): 3 clusters
  Score: Raw -128503.832157 + Penalty 2316.239513 = -126187.592644
  nChanged 3
		SP:Iteration 24Q (8652.490000 sec): 3 clusters
  Score: Raw -128506.408025 + Penalty 2316.239513 = -126190.168512
  nChanged 3
		SP:Iteration 25Q (8652.490000 sec): 3 clusters
  Score: Raw -128509.868127 + Penalty 2316.239513 = -126193.628614
  nChanged 2
		SP:Iteration 26Q (8652.490000 sec): 3 clusters
  Score: Raw -128514.082664 + Penalty 2316.239513 = -126197.843151
  nChanged 5
		SP:Iteration 27Q (8652.490000 sec): 3 clusters
  Score: Raw -128516.207640 + Penalty 2316.239513 = -126199.968127
  nChanged 3
		SP:Iteration 28Q (8652.500000 sec): 3 clusters
  Score: Raw -128517.844467 + Penalty 2316.239513 = -126201.604954
  nChanged 1
		SP:Iteration 29Q (8652.500000 sec): 3 clusters
  Score: Raw -128518.210541 + Penalty 2316.239513 = -126201.971029
  nChanged 0
		SP:Iteration 30F (8652.500000 sec): 3 clusters
  Score: Raw -128518.210541 + Penalty 2316.239513 = -126201.971029
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8652.510000 sec): 2 clusters
  Score: Raw -323472.047039 + Penalty 1323.793140 = -322148.253899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8652.520000 sec): 3 clusters
  Score: Raw -321824.068250 + Penalty 2647.586280 = -319176.481970
  nChanged 1365
		SP:Iteration 1F (8652.530000 sec): 3 clusters
  Score: Raw -322662.224951 + Penalty 2647.586280 = -320014.638671
  nChanged 258
		SP:Iteration 2F (8652.540000 sec): 3 clusters
  Score: Raw -322848.426394 + Penalty 2647.586280 = -320200.840114
  nChanged 191
		SP:Iteration 3F (8652.550000 sec): 3 clusters
  Score: Raw -322972.133555 + Penalty 2647.586280 = -320324.547275
  nChanged 144
		SP:Iteration 4Q (8652.550000 sec): 3 clusters
  Score: Raw -323065.915531 + Penalty 2647.586280 = -320418.329251
  nChanged 129
		SP:Iteration 5Q (8652.560000 sec): 3 clusters
  Score: Raw -323153.764562 + Penalty 2647.586280 = -320506.178282
  nChanged 110
		SP:Iteration 6Q (8652.570000 sec): 3 clusters
  Score: Raw -323224.484035 + Penalty 2647.586280 = -320576.897755
  nChanged 107
		SP:Iteration 7Q (8652.580000 sec): 3 clusters
  Score: Raw -323302.917585 + Penalty 2647.586280 = -320655.331305
  nChanged 148
		SP:Iteration 8Q (8652.590000 sec): 3 clusters
  Score: Raw -323433.060480 + Penalty 2647.586280 = -320785.474200
  nChanged 157
		SP:Iteration 9Q (8652.590000 sec): 3 clusters
  Score: Raw -323584.835654 + Penalty 2647.586280 = -320937.249374
  nChanged 161
		SP:Iteration 10Q (8652.600000 sec): 3 clusters
  Score: Raw -323752.496285 + Penalty 2647.586280 = -321104.910005
  nChanged 160
		SP:Iteration 11Q (8652.610000 sec): 3 clusters
  Score: Raw -323917.937868 + Penalty 2647.586280 = -321270.351588
  nChanged 125
		SP:Iteration 12Q (8652.620000 sec): 3 clusters
  Score: Raw -324028.956828 + Penalty 2647.586280 = -321381.370548
  nChanged 89
		SP:Iteration 13Q (8652.630000 sec): 3 clusters
  Score: Raw -324094.356115 + Penalty 2647.586280 = -321446.769835
  nChanged 62
		SP:Iteration 14Q (8652.630000 sec): 3 clusters
  Score: Raw -324142.071847 + Penalty 2647.586280 = -321494.485567
  nChanged 50
		SP:Iteration 15Q (8652.640000 sec): 3 clusters
  Score: Raw -324167.772568 + Penalty 2647.586280 = -321520.186288
  nChanged 39
		SP:Iteration 16Q (8652.650000 sec): 3 clusters
  Score: Raw -324192.097970 + Penalty 2647.586280 = -321544.511690
  nChanged 33
		SP:Iteration 17Q (8652.650000 sec): 3 clusters
  Score: Raw -324217.095347 + Penalty 2647.586280 = -321569.509067
  nChanged 34
		SP:Iteration 18Q (8652.660000 sec): 3 clusters
  Score: Raw -324242.232863 + Penalty 2647.586280 = -321594.646583
  nChanged 23
		SP:Iteration 19Q (8652.670000 sec): 3 clusters
  Score: Raw -324250.463065 + Penalty 2647.586280 = -321602.876785
  nChanged 10
		SP:Iteration 20F (8652.680000 sec): 3 clusters
  Score: Raw -324254.539705 + Penalty 2647.586280 = -321606.953425
  nChanged 11
		SP:Iteration 21Q (8652.690000 sec): 3 clusters
  Score: Raw -324257.589409 + Penalty 2647.586280 = -321610.003129
  nChanged 6
		SP:Iteration 22Q (8652.690000 sec): 3 clusters
  Score: Raw -324259.612284 + Penalty 2647.586280 = -321612.026004
  nChanged 5
		SP:Iteration 23Q (8652.700000 sec): 3 clusters
  Score: Raw -324261.966395 + Penalty 2647.586280 = -321614.380115
  nChanged 1
		SP:Iteration 24Q (8652.710000 sec): 3 clusters
  Score: Raw -324262.356248 + Penalty 2647.586280 = -321614.769968
  nChanged 0
		SP:Iteration 25F (8652.710000 sec): 3 clusters
  Score: Raw -324262.356248 + Penalty 2647.586280 = -321614.769968
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8652.730000 sec): 2 clusters
  Score: Raw -223470.091107 + Penalty 1248.926747 = -222221.164359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8652.730000 sec): 3 clusters
  Score: Raw -222540.988719 + Penalty 2497.853495 = -220043.135224
  nChanged 773
		SP:Iteration 1F (8652.730000 sec): 3 clusters
  Score: Raw -223056.464298 + Penalty 2497.853495 = -220558.610803
  nChanged 161
		SP:Iteration 2F (8652.740000 sec): 3 clusters
  Score: Raw -223180.242955 + Penalty 2497.853495 = -220682.389460
  nChanged 115
		SP:Iteration 3F (8652.750000 sec): 3 clusters
  Score: Raw -223281.331740 + Penalty 2497.853495 = -220783.478245
  nChanged 100
		SP:Iteration 4Q (8652.750000 sec): 3 clusters
  Score: Raw -223362.873955 + Penalty 2497.853495 = -220865.020460
  nChanged 71
		SP:Iteration 5Q (8652.750000 sec): 3 clusters
  Score: Raw -223417.988990 + Penalty 2497.853495 = -220920.135495
  nChanged 58
		SP:Iteration 6Q (8652.760000 sec): 3 clusters
  Score: Raw -223467.013265 + Penalty 2497.853495 = -220969.159770
  nChanged 62
		SP:Iteration 7Q (8652.770000 sec): 3 clusters
  Score: Raw -223516.250629 + Penalty 2497.853495 = -221018.397135
  nChanged 59
		SP:Iteration 8Q (8652.770000 sec): 3 clusters
  Score: Raw -223575.683203 + Penalty 2497.853495 = -221077.829708
  nChanged 53
		SP:Iteration 9Q (8652.770000 sec): 3 clusters
  Score: Raw -223621.530197 + Penalty 2497.853495 = -221123.676703
  nChanged 45
		SP:Iteration 10Q (8652.780000 sec): 3 clusters
  Score: Raw -223656.005887 + Penalty 2497.853495 = -221158.152392
  nChanged 41
		SP:Iteration 11Q (8652.790000 sec): 3 clusters
  Score: Raw -223690.096715 + Penalty 2497.853495 = -221192.243220
  nChanged 45
		SP:Iteration 12Q (8652.790000 sec): 3 clusters
  Score: Raw -223727.766693 + Penalty 2497.853495 = -221229.913198
  nChanged 42
		SP:Iteration 13Q (8652.790000 sec): 3 clusters
  Score: Raw -223772.801532 + Penalty 2497.853495 = -221274.948037
  nChanged 49
		SP:Iteration 14Q (8652.800000 sec): 3 clusters
  Score: Raw -223822.516854 + Penalty 2497.853495 = -221324.663359
  nChanged 43
		SP:Iteration 15Q (8652.810000 sec): 3 clusters
  Score: Raw -223858.963823 + Penalty 2497.853495 = -221361.110329
  nChanged 29
		SP:Iteration 16Q (8652.810000 sec): 3 clusters
  Score: Raw -223882.961473 + Penalty 2497.853495 = -221385.107978
  nChanged 28
		SP:Iteration 17Q (8652.810000 sec): 3 clusters
  Score: Raw -223905.180159 + Penalty 2497.853495 = -221407.326664
  nChanged 16
		SP:Iteration 18Q (8652.820000 sec): 3 clusters
  Score: Raw -223917.312740 + Penalty 2497.853495 = -221419.459246
  nChanged 17
		SP:Iteration 19Q (8652.820000 sec): 3 clusters
  Score: Raw -223928.060125 + Penalty 2497.853495 = -221430.206630
  nChanged 8
		SP:Iteration 20F (8652.830000 sec): 3 clusters
  Score: Raw -223931.198287 + Penalty 2497.853495 = -221433.344792
  nChanged 4
		SP:Iteration 21Q (8652.830000 sec): 3 clusters
  Score: Raw -223932.870044 + Penalty 2497.853495 = -221435.016549
  nChanged 1
		SP:Iteration 22Q (8652.840000 sec): 3 clusters
  Score: Raw -223933.103612 + Penalty 2497.853495 = -221435.250117
  nChanged 0
		SP:Iteration 23F (8652.840000 sec): 3 clusters
  Score: Raw -223933.103612 + Penalty 2497.853495 = -221435.250117
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8652.850000 sec): 2 clusters
  Score: Raw -221931.447889 + Penalty 1257.291763 = -220674.156127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8652.860000 sec): 3 clusters
  Score: Raw -220866.678588 + Penalty 2514.583525 = -218352.095063
  nChanged 835
		SP:Iteration 1F (8652.860000 sec): 3 clusters
  Score: Raw -221403.105372 + Penalty 2514.583525 = -218888.521846
  nChanged 213
		SP:Iteration 2F (8652.870000 sec): 3 clusters
  Score: Raw -221567.730147 + Penalty 2514.583525 = -219053.146622
  nChanged 133
		SP:Iteration 3F (8652.870000 sec): 3 clusters
  Score: Raw -221686.481034 + Penalty 2514.583525 = -219171.897508
  nChanged 96
		SP:Iteration 4Q (8652.880000 sec): 3 clusters
  Score: Raw -221757.266808 + Penalty 2514.583525 = -219242.683283
  nChanged 75
		SP:Iteration 5Q (8652.880000 sec): 3 clusters
  Score: Raw -221811.113249 + Penalty 2514.583525 = -219296.529723
  nChanged 63
		SP:Iteration 6Q (8652.890000 sec): 3 clusters
  Score: Raw -221874.993159 + Penalty 2514.583525 = -219360.409634
  nChanged 71
		SP:Iteration 7Q (8652.890000 sec): 3 clusters
  Score: Raw -221930.987857 + Penalty 2514.583525 = -219416.404331
  nChanged 57
		SP:Iteration 8Q (8652.900000 sec): 3 clusters
  Score: Raw -221979.766180 + Penalty 2514.583525 = -219465.182655
  nChanged 70
		SP:Iteration 9Q (8652.910000 sec): 3 clusters
  Score: Raw -222031.888125 + Penalty 2514.583525 = -219517.304600
  nChanged 48
		SP:Iteration 10Q (8652.910000 sec): 3 clusters
  Score: Raw -222077.054406 + Penalty 2514.583525 = -219562.470880
  nChanged 66
		SP:Iteration 11Q (8652.910000 sec): 3 clusters
  Score: Raw -222130.212554 + Penalty 2514.583525 = -219615.629029
  nChanged 56
		SP:Iteration 12Q (8652.920000 sec): 3 clusters
  Score: Raw -222173.593491 + Penalty 2514.583525 = -219659.009966
  nChanged 48
		SP:Iteration 13Q (8652.930000 sec): 3 clusters
  Score: Raw -222204.652098 + Penalty 2514.583525 = -219690.068573
  nChanged 29
		SP:Iteration 14Q (8652.930000 sec): 3 clusters
  Score: Raw -222220.178699 + Penalty 2514.583525 = -219705.595173
  nChanged 31
		SP:Iteration 15Q (8652.930000 sec): 3 clusters
  Score: Raw -222240.028840 + Penalty 2514.583525 = -219725.445315
  nChanged 33
		SP:Iteration 16Q (8652.940000 sec): 3 clusters
  Score: Raw -222259.868655 + Penalty 2514.583525 = -219745.285130
  nChanged 25
		SP:Iteration 17Q (8652.950000 sec): 3 clusters
  Score: Raw -222278.274938 + Penalty 2514.583525 = -219763.691413
  nChanged 30
		SP:Iteration 18Q (8652.950000 sec): 3 clusters
  Score: Raw -222296.278606 + Penalty 2514.583525 = -219781.695081
  nChanged 21
		SP:Iteration 19Q (8652.950000 sec): 3 clusters
  Score: Raw -222309.173808 + Penalty 2514.583525 = -219794.590283
  nChanged 18
		SP:Iteration 20F (8652.960000 sec): 3 clusters
  Score: Raw -222317.381407 + Penalty 2514.583525 = -219802.797882
  nChanged 15
		SP:Iteration 21Q (8652.970000 sec): 3 clusters
  Score: Raw -222324.345706 + Penalty 2514.583525 = -219809.762181
  nChanged 18
		SP:Iteration 22Q (8652.970000 sec): 3 clusters
  Score: Raw -222332.196712 + Penalty 2514.583525 = -219817.613187
  nChanged 12
		SP:Iteration 23Q (8652.970000 sec): 3 clusters
  Score: Raw -222337.078117 + Penalty 2514.583525 = -219822.494592
  nChanged 11
		SP:Iteration 24Q (8652.980000 sec): 3 clusters
  Score: Raw -222342.943783 + Penalty 2514.583525 = -219828.360257
  nChanged 14
		SP:Iteration 25Q (8652.990000 sec): 3 clusters
  Score: Raw -222352.933438 + Penalty 2514.583525 = -219838.349913
  nChanged 17
		SP:Iteration 26Q (8652.990000 sec): 3 clusters
  Score: Raw -222365.592236 + Penalty 2514.583525 = -219851.008711
  nChanged 23
		SP:Iteration 27Q (8652.990000 sec): 3 clusters
  Score: Raw -222378.797275 + Penalty 2514.583525 = -219864.213750
  nChanged 22
		SP:Iteration 28Q (8653.000000 sec): 3 clusters
  Score: Raw -222390.760147 + Penalty 2514.583525 = -219876.176622
  nChanged 18
		SP:Iteration 29Q (8653.010000 sec): 3 clusters
  Score: Raw -222401.376200 + Penalty 2514.583525 = -219886.792675
  nChanged 16
		SP:Iteration 30Q (8653.010000 sec): 3 clusters
  Score: Raw -222411.519713 + Penalty 2514.583525 = -219896.936188
  nChanged 21
		SP:Iteration 31Q (8653.010000 sec): 3 clusters
  Score: Raw -222423.437394 + Penalty 2514.583525 = -219908.853868
  nChanged 13
		SP:Iteration 32Q (8653.020000 sec): 3 clusters
  Score: Raw -222432.507351 + Penalty 2514.583525 = -219917.923826
  nChanged 12
		SP:Iteration 33Q (8653.030000 sec): 3 clusters
  Score: Raw -222439.836058 + Penalty 2514.583525 = -219925.252533
  nChanged 14
		SP:Iteration 34Q (8653.030000 sec): 3 clusters
  Score: Raw -222447.463710 + Penalty 2514.583525 = -219932.880185
  nChanged 13
		SP:Iteration 35Q (8653.030000 sec): 3 clusters
  Score: Raw -222454.119572 + Penalty 2514.583525 = -219939.536047
  nChanged 13
		SP:Iteration 36Q (8653.040000 sec): 3 clusters
  Score: Raw -222462.032155 + Penalty 2514.583525 = -219947.448630
  nChanged 8
		SP:Iteration 37Q (8653.050000 sec): 3 clusters
  Score: Raw -222466.557631 + Penalty 2514.583525 = -219951.974106
  nChanged 6
		SP:Iteration 38Q (8653.050000 sec): 3 clusters
  Score: Raw -222469.809999 + Penalty 2514.583525 = -219955.226474
  nChanged 3
		SP:Iteration 39Q (8653.050000 sec): 3 clusters
  Score: Raw -222470.870228 + Penalty 2514.583525 = -219956.286702
  nChanged 2
		SP:Iteration 40F (8653.060000 sec): 3 clusters
  Score: Raw -222471.588074 + Penalty 2514.583525 = -219957.004549
  nChanged 2
		SP:Iteration 41Q (8653.070000 sec): 3 clusters
  Score: Raw -222472.505616 + Penalty 2514.583525 = -219957.922091
  nChanged 1
		SP:Iteration 42Q (8653.070000 sec): 3 clusters
  Score: Raw -222472.850773 + Penalty 2514.583525 = -219958.267248
  nChanged 0
		SP:Iteration 43F (8653.070000 sec): 3 clusters
  Score: Raw -222472.850773 + Penalty 2514.583525 = -219958.267248
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8653.080000 sec): 2 clusters
  Score: Raw -188856.787396 + Penalty 1233.431379 = -187623.356018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8653.090000 sec): 3 clusters
  Score: Raw -188055.627899 + Penalty 2466.862757 = -185588.765142
  nChanged 680
		SP:Iteration 1F (8653.090000 sec): 3 clusters
  Score: Raw -188498.130444 + Penalty 2466.862757 = -186031.267686
  nChanged 162
		SP:Iteration 2F (8653.100000 sec): 3 clusters
  Score: Raw -188649.996702 + Penalty 2466.862757 = -186183.133945
  nChanged 111
		SP:Iteration 3F (8653.100000 sec): 3 clusters
  Score: Raw -188731.777187 + Penalty 2466.862757 = -186264.914429
  nChanged 64
		SP:Iteration 4Q (8653.110000 sec): 3 clusters
  Score: Raw -188778.852479 + Penalty 2466.862757 = -186311.989722
  nChanged 51
		SP:Iteration 5Q (8653.110000 sec): 3 clusters
  Score: Raw -188813.229913 + Penalty 2466.862757 = -186346.367156
  nChanged 49
		SP:Iteration 6Q (8653.110000 sec): 3 clusters
  Score: Raw -188848.046450 + Penalty 2466.862757 = -186381.183693
  nChanged 38
		SP:Iteration 7Q (8653.120000 sec): 3 clusters
  Score: Raw -188872.394945 + Penalty 2466.862757 = -186405.532188
  nChanged 30
		SP:Iteration 8Q (8653.120000 sec): 3 clusters
  Score: Raw -188887.263467 + Penalty 2466.862757 = -186420.400710
  nChanged 26
		SP:Iteration 9Q (8653.130000 sec): 3 clusters
  Score: Raw -188905.753309 + Penalty 2466.862757 = -186438.890551
  nChanged 26
		SP:Iteration 10Q (8653.130000 sec): 3 clusters
  Score: Raw -188925.401410 + Penalty 2466.862757 = -186458.538653
  nChanged 21
		SP:Iteration 11Q (8653.140000 sec): 3 clusters
  Score: Raw -188937.715981 + Penalty 2466.862757 = -186470.853223
  nChanged 13
		SP:Iteration 12Q (8653.140000 sec): 3 clusters
  Score: Raw -188947.748621 + Penalty 2466.862757 = -186480.885864
  nChanged 19
		SP:Iteration 13Q (8653.150000 sec): 3 clusters
  Score: Raw -188957.493753 + Penalty 2466.862757 = -186490.630996
  nChanged 15
		SP:Iteration 14Q (8653.150000 sec): 3 clusters
  Score: Raw -188964.150501 + Penalty 2466.862757 = -186497.287744
  nChanged 11
		SP:Iteration 15Q (8653.150000 sec): 3 clusters
  Score: Raw -188969.985645 + Penalty 2466.862757 = -186503.122888
  nChanged 8
		SP:Iteration 16Q (8653.160000 sec): 3 clusters
  Score: Raw -188974.244178 + Penalty 2466.862757 = -186507.381421
  nChanged 8
		SP:Iteration 17Q (8653.160000 sec): 3 clusters
  Score: Raw -188977.381734 + Penalty 2466.862757 = -186510.518977
  nChanged 4
		SP:Iteration 18Q (8653.170000 sec): 3 clusters
  Score: Raw -188978.454468 + Penalty 2466.862757 = -186511.591711
  nChanged 3
		SP:Iteration 19Q (8653.170000 sec): 3 clusters
  Score: Raw -188982.362826 + Penalty 2466.862757 = -186515.500069
  nChanged 5
		SP:Iteration 20F (8653.180000 sec): 3 clusters
  Score: Raw -188986.893394 + Penalty 2466.862757 = -186520.030637
  nChanged 11
		SP:Iteration 21Q (8653.180000 sec): 3 clusters
  Score: Raw -188991.370990 + Penalty 2466.862757 = -186524.508232
  nChanged 8
		SP:Iteration 22Q (8653.190000 sec): 3 clusters
  Score: Raw -188997.685329 + Penalty 2466.862757 = -186530.822572
  nChanged 7
		SP:Iteration 23Q (8653.190000 sec): 3 clusters
  Score: Raw -189001.883657 + Penalty 2466.862757 = -186535.020900
  nChanged 7
		SP:Iteration 24Q (8653.190000 sec): 3 clusters
  Score: Raw -189006.223951 + Penalty 2466.862757 = -186539.361194
  nChanged 12
		SP:Iteration 25Q (8653.200000 sec): 3 clusters
  Score: Raw -189016.502390 + Penalty 2466.862757 = -186549.639632
  nChanged 17
		SP:Iteration 26Q (8653.200000 sec): 3 clusters
  Score: Raw -189025.546529 + Penalty 2466.862757 = -186558.683772
  nChanged 15
		SP:Iteration 27Q (8653.210000 sec): 3 clusters
  Score: Raw -189032.602226 + Penalty 2466.862757 = -186565.739469
  nChanged 9
		SP:Iteration 28Q (8653.210000 sec): 3 clusters
  Score: Raw -189035.603501 + Penalty 2466.862757 = -186568.740743
  nChanged 6
		SP:Iteration 29Q (8653.220000 sec): 3 clusters
  Score: Raw -189037.125001 + Penalty 2466.862757 = -186570.262244
  nChanged 5
		SP:Iteration 30Q (8653.220000 sec): 3 clusters
  Score: Raw -189040.452977 + Penalty 2466.862757 = -186573.590220
  nChanged 4
		SP:Iteration 31Q (8653.230000 sec): 3 clusters
  Score: Raw -189044.653523 + Penalty 2466.862757 = -186577.790765
  nChanged 5
		SP:Iteration 32Q (8653.230000 sec): 3 clusters
  Score: Raw -189047.165001 + Penalty 2466.862757 = -186580.302244
  nChanged 6
		SP:Iteration 33Q (8653.230000 sec): 3 clusters
  Score: Raw -189050.535118 + Penalty 2466.862757 = -186583.672361
  nChanged 8
		SP:Iteration 34Q (8653.240000 sec): 3 clusters
  Score: Raw -189054.423007 + Penalty 2466.862757 = -186587.560250
  nChanged 4
		SP:Iteration 35Q (8653.240000 sec): 3 clusters
  Score: Raw -189056.337050 + Penalty 2466.862757 = -186589.474292
  nChanged 5
		SP:Iteration 36Q (8653.250000 sec): 3 clusters
  Score: Raw -189057.720165 + Penalty 2466.862757 = -186590.857407
  nChanged 3
		SP:Iteration 37Q (8653.250000 sec): 3 clusters
  Score: Raw -189059.131199 + Penalty 2466.862757 = -186592.268441
  nChanged 4
		SP:Iteration 38Q (8653.250000 sec): 3 clusters
  Score: Raw -189062.464484 + Penalty 2466.862757 = -186595.601727
  nChanged 4
		SP:Iteration 39Q (8653.260000 sec): 3 clusters
  Score: Raw -189064.619575 + Penalty 2466.862757 = -186597.756818
  nChanged 5
		SP:Iteration 40F (8653.270000 sec): 3 clusters
  Score: Raw -189067.482351 + Penalty 2466.862757 = -186600.619594
  nChanged 7
		SP:Iteration 41Q (8653.270000 sec): 3 clusters
  Score: Raw -189071.691064 + Penalty 2466.862757 = -186604.828307
  nChanged 6
		SP:Iteration 42Q (8653.270000 sec): 3 clusters
  Score: Raw -189073.473815 + Penalty 2466.862757 = -186606.611058
  nChanged 5
		SP:Iteration 43Q (8653.280000 sec): 3 clusters
  Score: Raw -189076.528472 + Penalty 2466.862757 = -186609.665715
  nChanged 7
		SP:Iteration 44Q (8653.280000 sec): 3 clusters
  Score: Raw -189080.384038 + Penalty 2466.862757 = -186613.521281
  nChanged 5
		SP:Iteration 45Q (8653.290000 sec): 3 clusters
  Score: Raw -189082.138701 + Penalty 2466.862757 = -186615.275943
  nChanged 6
		SP:Iteration 46Q (8653.290000 sec): 3 clusters
  Score: Raw -189085.613861 + Penalty 2466.862757 = -186618.751103
  nChanged 11
		SP:Iteration 47Q (8653.290000 sec): 3 clusters
  Score: Raw -189093.164501 + Penalty 2466.862757 = -186626.301743
  nChanged 10
		SP:Iteration 48Q (8653.300000 sec): 3 clusters
  Score: Raw -189101.137356 + Penalty 2466.862757 = -186634.274599
  nChanged 10
		SP:Iteration 49Q (8653.300000 sec): 3 clusters
  Score: Raw -189107.604620 + Penalty 2466.862757 = -186640.741862
  nChanged 9
		SP:Iteration 50Q (8653.310000 sec): 3 clusters
  Score: Raw -189115.622925 + Penalty 2466.862757 = -186648.760167
  nChanged 10
		SP:Iteration 51Q (8653.310000 sec): 3 clusters
  Score: Raw -189122.059648 + Penalty 2466.862757 = -186655.196891
  nChanged 12
		SP:Iteration 52Q (8653.320000 sec): 3 clusters
  Score: Raw -189128.248109 + Penalty 2466.862757 = -186661.385352
  nChanged 7
		SP:Iteration 53Q (8653.320000 sec): 3 clusters
  Score: Raw -189133.481131 + Penalty 2466.862757 = -186666.618373
  nChanged 1
		SP:Iteration 54Q (8653.330000 sec): 3 clusters
  Score: Raw -189134.062211 + Penalty 2466.862757 = -186667.199454
  nChanged 2
		SP:Iteration 55Q (8653.330000 sec): 3 clusters
  Score: Raw -189134.609689 + Penalty 2466.862757 = -186667.746931
  nChanged 1
		SP:Iteration 56Q (8653.330000 sec): 3 clusters
  Score: Raw -189135.251957 + Penalty 2466.862757 = -186668.389200
  nChanged 0
		SP:Iteration 57F (8653.340000 sec): 3 clusters
  Score: Raw -189135.251957 + Penalty 2466.862757 = -186668.389200
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8653.340000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8653.340000 sec): 3 clusters
  Score: Raw -11269.807295 + Penalty 1615.189322 = -9654.617973
  nChanged 16
		SP:Iteration 1F (8653.340000 sec): 3 clusters
  Score: Raw -11340.920665 + Penalty 1615.189322 = -9725.731343
  nChanged 7
		SP:Iteration 2Q (8653.340000 sec): 3 clusters
  Score: Raw -11385.921736 + Penalty 1615.189322 = -9770.732414
  nChanged 7
		SP:Iteration 3Q (8653.340000 sec): 3 clusters
  Score: Raw -11423.780660 + Penalty 1615.189322 = -9808.591338
  nChanged 4
		SP:Iteration 4Q (8653.350000 sec): 3 clusters
  Score: Raw -11457.198901 + Penalty 1615.189322 = -9842.009578
  nChanged 3
		SP:Iteration 5Q (8653.350000 sec): 3 clusters
  Score: Raw -11480.997319 + Penalty 1615.189322 = -9865.807996
  nChanged 1
		SP:Iteration 6Q (8653.350000 sec): 3 clusters
  Score: Raw -11483.538484 + Penalty 1615.189322 = -9868.349162
  nChanged 0
		SP:Iteration 7F (8653.350000 sec): 3 clusters
  Score: Raw -11483.538484 + Penalty 1615.189322 = -9868.349162
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8653.360000 sec): 2 clusters
  Score: Raw -351301.510713 + Penalty 1323.604680 = -349977.906033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8653.370000 sec): 3 clusters
  Score: Raw -349630.210651 + Penalty 2647.209359 = -346983.001292
  nChanged 1270
		SP:Iteration 1F (8653.370000 sec): 3 clusters
  Score: Raw -350420.573809 + Penalty 2647.209359 = -347773.364450
  nChanged 306
		SP:Iteration 2F (8653.380000 sec): 3 clusters
  Score: Raw -350711.884585 + Penalty 2647.209359 = -348064.675226
  nChanged 295
		SP:Iteration 3F (8653.390000 sec): 3 clusters
  Score: Raw -351067.813910 + Penalty 2647.209359 = -348420.604550
  nChanged 310
		SP:Iteration 4F (8653.400000 sec): 3 clusters
  Score: Raw -351417.769830 + Penalty 2647.209359 = -348770.560471
  nChanged 227
		SP:Iteration 5F (8653.410000 sec): 3 clusters
  Score: Raw -351663.279254 + Penalty 2647.209359 = -349016.069895
  nChanged 153
		SP:Iteration 6Q (8653.410000 sec): 3 clusters
  Score: Raw -351815.856233 + Penalty 2647.209359 = -349168.646874
  nChanged 110
		SP:Iteration 7Q (8653.420000 sec): 3 clusters
  Score: Raw -351899.380511 + Penalty 2647.209359 = -349252.171152
  nChanged 80
		SP:Iteration 8Q (8653.430000 sec): 3 clusters
  Score: Raw -351951.174936 + Penalty 2647.209359 = -349303.965577
  nChanged 56
		SP:Iteration 9Q (8653.440000 sec): 3 clusters
  Score: Raw -351983.888179 + Penalty 2647.209359 = -349336.678820
  nChanged 35
		SP:Iteration 10Q (8653.450000 sec): 3 clusters
  Score: Raw -352005.311436 + Penalty 2647.209359 = -349358.102077
  nChanged 25
		SP:Iteration 11Q (8653.450000 sec): 3 clusters
  Score: Raw -352017.384614 + Penalty 2647.209359 = -349370.175255
  nChanged 18
		SP:Iteration 12Q (8653.460000 sec): 3 clusters
  Score: Raw -352025.327862 + Penalty 2647.209359 = -349378.118502
  nChanged 16
		SP:Iteration 13Q (8653.460000 sec): 3 clusters
  Score: Raw -352033.455122 + Penalty 2647.209359 = -349386.245763
  nChanged 17
		SP:Iteration 14Q (8653.470000 sec): 3 clusters
  Score: Raw -352039.314430 + Penalty 2647.209359 = -349392.105071
  nChanged 10
		SP:Iteration 15Q (8653.480000 sec): 3 clusters
  Score: Raw -352043.235664 + Penalty 2647.209359 = -349396.026305
  nChanged 8
		SP:Iteration 16Q (8653.490000 sec): 3 clusters
  Score: Raw -352046.805886 + Penalty 2647.209359 = -349399.596527
  nChanged 9
		SP:Iteration 17Q (8653.490000 sec): 3 clusters
  Score: Raw -352050.505215 + Penalty 2647.209359 = -349403.295856
  nChanged 6
		SP:Iteration 18Q (8653.500000 sec): 3 clusters
  Score: Raw -352052.701131 + Penalty 2647.209359 = -349405.491772
  nChanged 7
		SP:Iteration 19Q (8653.510000 sec): 3 clusters
  Score: Raw -352055.756899 + Penalty 2647.209359 = -349408.547540
  nChanged 5
		SP:Iteration 20F (8653.520000 sec): 3 clusters
  Score: Raw -352056.965345 + Penalty 2647.209359 = -349409.755986
  nChanged 1
		SP:Iteration 21Q (8653.530000 sec): 3 clusters
  Score: Raw -352057.259938 + Penalty 2647.209359 = -349410.050579
  nChanged 1
		SP:Iteration 22Q (8653.530000 sec): 3 clusters
  Score: Raw -352057.805718 + Penalty 2647.209359 = -349410.596359
  nChanged 3
		SP:Iteration 23Q (8653.540000 sec): 3 clusters
  Score: Raw -352058.318727 + Penalty 2647.209359 = -349411.109368
  nChanged 2
		SP:Iteration 24Q (8653.550000 sec): 3 clusters
  Score: Raw -352058.853083 + Penalty 2647.209359 = -349411.643724
  nChanged 2
		SP:Iteration 25Q (8653.550000 sec): 3 clusters
  Score: Raw -352059.232159 + Penalty 2647.209359 = -349412.022800
  nChanged 0
		SP:Iteration 26F (8653.560000 sec): 3 clusters
  Score: Raw -352059.232159 + Penalty 2647.209359 = -349412.022800
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8653.580000 sec): 2 clusters
  Score: Raw -469277.195051 + Penalty 1374.575846 = -467902.619205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8653.590000 sec): 3 clusters
  Score: Raw -466832.832442 + Penalty 2749.151692 = -464083.680749
  nChanged 1914
		SP:Iteration 1F (8653.600000 sec): 3 clusters
  Score: Raw -467886.908929 + Penalty 2749.151692 = -465137.757237
  nChanged 336
		SP:Iteration 2F (8653.610000 sec): 3 clusters
  Score: Raw -468088.048774 + Penalty 2749.151692 = -465338.897082
  nChanged 254
		SP:Iteration 3F (8653.620000 sec): 3 clusters
  Score: Raw -468230.047089 + Penalty 2749.151692 = -465480.895397
  nChanged 233
		SP:Iteration 4Q (8653.630000 sec): 3 clusters
  Score: Raw -468348.419474 + Penalty 2749.151692 = -465599.267782
  nChanged 204
		SP:Iteration 5Q (8653.640000 sec): 3 clusters
  Score: Raw -468464.296346 + Penalty 2749.151692 = -465715.144654
  nChanged 204
		SP:Iteration 6Q (8653.650000 sec): 3 clusters
  Score: Raw -468605.051627 + Penalty 2749.151692 = -465855.899935
  nChanged 227
		SP:Iteration 7Q (8653.670000 sec): 3 clusters
  Score: Raw -468773.100684 + Penalty 2749.151692 = -466023.948992
  nChanged 252
		SP:Iteration 8F (8653.680000 sec): 3 clusters
  Score: Raw -468970.853578 + Penalty 2749.151692 = -466221.701886
  nChanged 226
		SP:Iteration 9Q (8653.690000 sec): 3 clusters
  Score: Raw -469154.609797 + Penalty 2749.151692 = -466405.458105
  nChanged 193
		SP:Iteration 10Q (8653.700000 sec): 3 clusters
  Score: Raw -469293.453632 + Penalty 2749.151692 = -466544.301940
  nChanged 154
		SP:Iteration 11Q (8653.710000 sec): 3 clusters
  Score: Raw -469406.373299 + Penalty 2749.151692 = -466657.221607
  nChanged 125
		SP:Iteration 12Q (8653.720000 sec): 3 clusters
  Score: Raw -469490.841794 + Penalty 2749.151692 = -466741.690101
  nChanged 107
		SP:Iteration 13Q (8653.730000 sec): 3 clusters
  Score: Raw -469553.972517 + Penalty 2749.151692 = -466804.820825
  nChanged 78
		SP:Iteration 14Q (8653.740000 sec): 3 clusters
  Score: Raw -469594.810738 + Penalty 2749.151692 = -466845.659046
  nChanged 57
		SP:Iteration 15Q (8653.750000 sec): 3 clusters
  Score: Raw -469623.968385 + Penalty 2749.151692 = -466874.816693
  nChanged 41
		SP:Iteration 16Q (8653.760000 sec): 3 clusters
  Score: Raw -469640.545448 + Penalty 2749.151692 = -466891.393756
  nChanged 36
		SP:Iteration 17Q (8653.770000 sec): 3 clusters
  Score: Raw -469655.282254 + Penalty 2749.151692 = -466906.130562
  nChanged 29
		SP:Iteration 18Q (8653.790000 sec): 3 clusters
  Score: Raw -469667.810928 + Penalty 2749.151692 = -466918.659236
  nChanged 30
		SP:Iteration 19Q (8653.790000 sec): 3 clusters
  Score: Raw -469680.437645 + Penalty 2749.151692 = -466931.285953
  nChanged 19
		SP:Iteration 20F (8653.810000 sec): 3 clusters
  Score: Raw -469688.376476 + Penalty 2749.151692 = -466939.224784
  nChanged 18
		SP:Iteration 21Q (8653.820000 sec): 3 clusters
  Score: Raw -469693.959546 + Penalty 2749.151692 = -466944.807854
  nChanged 13
		SP:Iteration 22Q (8653.830000 sec): 3 clusters
  Score: Raw -469697.840044 + Penalty 2749.151692 = -466948.688352
  nChanged 9
		SP:Iteration 23Q (8653.840000 sec): 3 clusters
  Score: Raw -469701.085128 + Penalty 2749.151692 = -466951.933436
  nChanged 9
		SP:Iteration 24Q (8653.850000 sec): 3 clusters
  Score: Raw -469704.897343 + Penalty 2749.151692 = -466955.745651
  nChanged 5
		SP:Iteration 25Q (8653.860000 sec): 3 clusters
  Score: Raw -469706.943526 + Penalty 2749.151692 = -466957.791834
  nChanged 5
		SP:Iteration 26Q (8653.870000 sec): 3 clusters
  Score: Raw -469708.814000 + Penalty 2749.151692 = -466959.662307
  nChanged 6
		SP:Iteration 27Q (8653.880000 sec): 3 clusters
  Score: Raw -469710.699765 + Penalty 2749.151692 = -466961.548072
  nChanged 3
		SP:Iteration 28Q (8653.890000 sec): 3 clusters
  Score: Raw -469712.182956 + Penalty 2749.151692 = -466963.031264
  nChanged 3
		SP:Iteration 29Q (8653.900000 sec): 3 clusters
  Score: Raw -469713.817773 + Penalty 2749.151692 = -466964.666081
  nChanged 3
		SP:Iteration 30Q (8653.910000 sec): 3 clusters
  Score: Raw -469715.041964 + Penalty 2749.151692 = -466965.890272
  nChanged 2
		SP:Iteration 31Q (8653.930000 sec): 3 clusters
  Score: Raw -469716.904275 + Penalty 2749.151692 = -466967.752583
  nChanged 9
		SP:Iteration 32Q (8653.930000 sec): 3 clusters
  Score: Raw -469721.144011 + Penalty 2749.151692 = -466971.992319
  nChanged 6
		SP:Iteration 33Q (8653.950000 sec): 3 clusters
  Score: Raw -469723.224844 + Penalty 2749.151692 = -466974.073152
  nChanged 3
		SP:Iteration 34Q (8653.960000 sec): 3 clusters
  Score: Raw -469724.869474 + Penalty 2749.151692 = -466975.717782
  nChanged 7
		SP:Iteration 35Q (8653.970000 sec): 3 clusters
  Score: Raw -469729.139954 + Penalty 2749.151692 = -466979.988262
  nChanged 8
		SP:Iteration 36Q (8653.980000 sec): 3 clusters
  Score: Raw -469732.213441 + Penalty 2749.151692 = -466983.061749
  nChanged 5
		SP:Iteration 37Q (8653.990000 sec): 3 clusters
  Score: Raw -469733.827582 + Penalty 2749.151692 = -466984.675890
  nChanged 1
		SP:Iteration 38Q (8654.000000 sec): 3 clusters
  Score: Raw -469734.388573 + Penalty 2749.151692 = -466985.236881
  nChanged 7
		SP:Iteration 39Q (8654.010000 sec): 3 clusters
  Score: Raw -469736.373212 + Penalty 2749.151692 = -466987.221520
  nChanged 2
		SP:Iteration 40F (8654.020000 sec): 3 clusters
  Score: Raw -469737.018410 + Penalty 2749.151692 = -466987.866718
  nChanged 2
		SP:Iteration 41Q (8654.030000 sec): 3 clusters
  Score: Raw -469737.488370 + Penalty 2749.151692 = -466988.336678
  nChanged 0
		SP:Iteration 42F (8654.050000 sec): 3 clusters
  Score: Raw -469737.488370 + Penalty 2749.151692 = -466988.336678
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8654.060000 sec): 2 clusters
  Score: Raw -297166.201629 + Penalty 1306.781891 = -295859.419738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8654.060000 sec): 3 clusters
  Score: Raw -295684.122330 + Penalty 2613.563781 = -293070.558548
  nChanged 1171
		SP:Iteration 1F (8654.070000 sec): 3 clusters
  Score: Raw -296361.821001 + Penalty 2613.563781 = -293748.257219
  nChanged 259
		SP:Iteration 2F (8654.080000 sec): 3 clusters
  Score: Raw -296520.701452 + Penalty 2613.563781 = -293907.137671
  nChanged 174
		SP:Iteration 3F (8654.090000 sec): 3 clusters
  Score: Raw -296635.358062 + Penalty 2613.563781 = -294021.794281
  nChanged 134
		SP:Iteration 4Q (8654.090000 sec): 3 clusters
  Score: Raw -296715.486489 + Penalty 2613.563781 = -294101.922707
  nChanged 115
		SP:Iteration 5Q (8654.100000 sec): 3 clusters
  Score: Raw -296796.747552 + Penalty 2613.563781 = -294183.183771
  nChanged 117
		SP:Iteration 6Q (8654.110000 sec): 3 clusters
  Score: Raw -296894.285223 + Penalty 2613.563781 = -294280.721442
  nChanged 121
		SP:Iteration 7Q (8654.110000 sec): 3 clusters
  Score: Raw -297009.399589 + Penalty 2613.563781 = -294395.835808
  nChanged 127
		SP:Iteration 8Q (8654.120000 sec): 3 clusters
  Score: Raw -297147.322046 + Penalty 2613.563781 = -294533.758264
  nChanged 139
		SP:Iteration 9Q (8654.130000 sec): 3 clusters
  Score: Raw -297304.536622 + Penalty 2613.563781 = -294690.972841
  nChanged 115
		SP:Iteration 10Q (8654.130000 sec): 3 clusters
  Score: Raw -297411.961857 + Penalty 2613.563781 = -294798.398076
  nChanged 85
		SP:Iteration 11Q (8654.140000 sec): 3 clusters
  Score: Raw -297476.478125 + Penalty 2613.563781 = -294862.914344
  nChanged 65
		SP:Iteration 12Q (8654.150000 sec): 3 clusters
  Score: Raw -297516.469164 + Penalty 2613.563781 = -294902.905383
  nChanged 54
		SP:Iteration 13Q (8654.150000 sec): 3 clusters
  Score: Raw -297550.151505 + Penalty 2613.563781 = -294936.587724
  nChanged 48
		SP:Iteration 14Q (8654.160000 sec): 3 clusters
  Score: Raw -297579.893752 + Penalty 2613.563781 = -294966.329970
  nChanged 45
		SP:Iteration 15Q (8654.170000 sec): 3 clusters
  Score: Raw -297606.465735 + Penalty 2613.563781 = -294992.901953
  nChanged 28
		SP:Iteration 16Q (8654.180000 sec): 3 clusters
  Score: Raw -297621.463174 + Penalty 2613.563781 = -295007.899393
  nChanged 29
		SP:Iteration 17Q (8654.180000 sec): 3 clusters
  Score: Raw -297641.115522 + Penalty 2613.563781 = -295027.551741
  nChanged 28
		SP:Iteration 18Q (8654.190000 sec): 3 clusters
  Score: Raw -297668.014743 + Penalty 2613.563781 = -295054.450962
  nChanged 35
		SP:Iteration 19Q (8654.200000 sec): 3 clusters
  Score: Raw -297696.328763 + Penalty 2613.563781 = -295082.764982
  nChanged 35
		SP:Iteration 20F (8654.200000 sec): 3 clusters
  Score: Raw -297715.575196 + Penalty 2613.563781 = -295102.011415
  nChanged 22
		SP:Iteration 21Q (8654.210000 sec): 3 clusters
  Score: Raw -297725.935376 + Penalty 2613.563781 = -295112.371595
  nChanged 17
		SP:Iteration 22Q (8654.220000 sec): 3 clusters
  Score: Raw -297735.408133 + Penalty 2613.563781 = -295121.844352
  nChanged 13
		SP:Iteration 23Q (8654.220000 sec): 3 clusters
  Score: Raw -297739.142683 + Penalty 2613.563781 = -295125.578902
  nChanged 4
		SP:Iteration 24Q (8654.230000 sec): 3 clusters
  Score: Raw -297740.031023 + Penalty 2613.563781 = -295126.467242
  nChanged 3
		SP:Iteration 25Q (8654.230000 sec): 3 clusters
  Score: Raw -297740.621507 + Penalty 2613.563781 = -295127.057726
  nChanged 3
		SP:Iteration 26Q (8654.240000 sec): 3 clusters
  Score: Raw -297741.546430 + Penalty 2613.563781 = -295127.982649
  nChanged 6
		SP:Iteration 27Q (8654.250000 sec): 3 clusters
  Score: Raw -297743.322788 + Penalty 2613.563781 = -295129.759007
  nChanged 4
		SP:Iteration 28Q (8654.250000 sec): 3 clusters
  Score: Raw -297744.700947 + Penalty 2613.563781 = -295131.137166
  nChanged 4
		SP:Iteration 29Q (8654.260000 sec): 3 clusters
  Score: Raw -297746.345751 + Penalty 2613.563781 = -295132.781970
  nChanged 4
		SP:Iteration 30Q (8654.270000 sec): 3 clusters
  Score: Raw -297747.857815 + Penalty 2613.563781 = -295134.294034
  nChanged 4
		SP:Iteration 31Q (8654.270000 sec): 3 clusters
  Score: Raw -297749.108942 + Penalty 2613.563781 = -295135.545161
  nChanged 6
		SP:Iteration 32Q (8654.280000 sec): 3 clusters
  Score: Raw -297750.648837 + Penalty 2613.563781 = -295137.085056
  nChanged 4
		SP:Iteration 33Q (8654.290000 sec): 3 clusters
  Score: Raw -297752.242733 + Penalty 2613.563781 = -295138.678952
  nChanged 6
		SP:Iteration 34Q (8654.290000 sec): 3 clusters
  Score: Raw -297754.931601 + Penalty 2613.563781 = -295141.367820
  nChanged 8
		SP:Iteration 35Q (8654.300000 sec): 3 clusters
  Score: Raw -297757.855350 + Penalty 2613.563781 = -295144.291568
  nChanged 6
		SP:Iteration 36Q (8654.310000 sec): 3 clusters
  Score: Raw -297760.163302 + Penalty 2613.563781 = -295146.599521
  nChanged 9
		SP:Iteration 37Q (8654.310000 sec): 3 clusters
  Score: Raw -297763.515662 + Penalty 2613.563781 = -295149.951881
  nChanged 8
		SP:Iteration 38Q (8654.320000 sec): 3 clusters
  Score: Raw -297766.543681 + Penalty 2613.563781 = -295152.979899
  nChanged 9
		SP:Iteration 39Q (8654.330000 sec): 3 clusters
  Score: Raw -297770.875651 + Penalty 2613.563781 = -295157.311870
  nChanged 13
		SP:Iteration 40F (8654.330000 sec): 3 clusters
  Score: Raw -297774.954055 + Penalty 2613.563781 = -295161.390274
  nChanged 12
		SP:Iteration 41Q (8654.340000 sec): 3 clusters
  Score: Raw -297779.329853 + Penalty 2613.563781 = -295165.766071
  nChanged 8
		SP:Iteration 42Q (8654.350000 sec): 3 clusters
  Score: Raw -297782.297936 + Penalty 2613.563781 = -295168.734155
  nChanged 8
		SP:Iteration 43Q (8654.350000 sec): 3 clusters
  Score: Raw -297784.605726 + Penalty 2613.563781 = -295171.041945
  nChanged 3
		SP:Iteration 44Q (8654.360000 sec): 3 clusters
  Score: Raw -297785.206444 + Penalty 2613.563781 = -295171.642662
  nChanged 2
		SP:Iteration 45Q (8654.370000 sec): 3 clusters
  Score: Raw -297785.926322 + Penalty 2613.563781 = -295172.362541
  nChanged 4
		SP:Iteration 46Q (8654.370000 sec): 3 clusters
  Score: Raw -297786.744733 + Penalty 2613.563781 = -295173.180952
  nChanged 5
		SP:Iteration 47Q (8654.380000 sec): 3 clusters
  Score: Raw -297788.144495 + Penalty 2613.563781 = -295174.580714
  nChanged 3
		SP:Iteration 48Q (8654.390000 sec): 3 clusters
  Score: Raw -297788.869624 + Penalty 2613.563781 = -295175.305843
  nChanged 2
		SP:Iteration 49Q (8654.390000 sec): 3 clusters
  Score: Raw -297789.301272 + Penalty 2613.563781 = -295175.737490
  nChanged 3
		SP:Iteration 50Q (8654.400000 sec): 3 clusters
  Score: Raw -297789.830020 + Penalty 2613.563781 = -295176.266239
  nChanged 1
		SP:Iteration 51Q (8654.410000 sec): 3 clusters
  Score: Raw -297790.244512 + Penalty 2613.563781 = -295176.680731
  nChanged 1
		SP:Iteration 52Q (8654.410000 sec): 3 clusters
  Score: Raw -297790.551271 + Penalty 2613.563781 = -295176.987490
  nChanged 2
		SP:Iteration 53Q (8654.420000 sec): 3 clusters
  Score: Raw -297791.037920 + Penalty 2613.563781 = -295177.474139
  nChanged 2
		SP:Iteration 54Q (8654.420000 sec): 3 clusters
  Score: Raw -297791.878145 + Penalty 2613.563781 = -295178.314364
  nChanged 1
		SP:Iteration 55Q (8654.430000 sec): 3 clusters
  Score: Raw -297792.216107 + Penalty 2613.563781 = -295178.652326
  nChanged 0
		SP:Iteration 56F (8654.440000 sec): 3 clusters
  Score: Raw -297792.216107 + Penalty 2613.563781 = -295178.652326
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8654.450000 sec): 2 clusters
  Score: Raw -172344.029887 + Penalty 1226.211700 = -171117.818187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8654.450000 sec): 3 clusters
  Score: Raw -171577.656455 + Penalty 2452.423399 = -169125.233056
  nChanged 649
		SP:Iteration 1F (8654.450000 sec): 3 clusters
  Score: Raw -172014.290749 + Penalty 2452.423399 = -169561.867350
  nChanged 161
		SP:Iteration 2F (8654.460000 sec): 3 clusters
  Score: Raw -172156.488015 + Penalty 2452.423399 = -169704.064616
  nChanged 102
		SP:Iteration 3F (8654.460000 sec): 3 clusters
  Score: Raw -172238.187603 + Penalty 2452.423399 = -169785.764204
  nChanged 74
		SP:Iteration 4Q (8654.470000 sec): 3 clusters
  Score: Raw -172301.579714 + Penalty 2452.423399 = -169849.156315
  nChanged 80
		SP:Iteration 5Q (8654.470000 sec): 3 clusters
  Score: Raw -172360.397921 + Penalty 2452.423399 = -169907.974522
  nChanged 68
		SP:Iteration 6Q (8654.480000 sec): 3 clusters
  Score: Raw -172420.463742 + Penalty 2452.423399 = -169968.040343
  nChanged 78
		SP:Iteration 7Q (8654.480000 sec): 3 clusters
  Score: Raw -172492.282255 + Penalty 2452.423399 = -170039.858856
  nChanged 59
		SP:Iteration 8Q (8654.490000 sec): 3 clusters
  Score: Raw -172552.544811 + Penalty 2452.423399 = -170100.121412
  nChanged 51
		SP:Iteration 9Q (8654.490000 sec): 3 clusters
  Score: Raw -172592.932057 + Penalty 2452.423399 = -170140.508658
  nChanged 46
		SP:Iteration 10Q (8654.490000 sec): 3 clusters
  Score: Raw -172632.858553 + Penalty 2452.423399 = -170180.435154
  nChanged 39
		SP:Iteration 11Q (8654.500000 sec): 3 clusters
  Score: Raw -172670.141852 + Penalty 2452.423399 = -170217.718453
  nChanged 43
		SP:Iteration 12Q (8654.500000 sec): 3 clusters
  Score: Raw -172707.010622 + Penalty 2452.423399 = -170254.587222
  nChanged 40
		SP:Iteration 13Q (8654.510000 sec): 3 clusters
  Score: Raw -172737.033450 + Penalty 2452.423399 = -170284.610050
  nChanged 34
		SP:Iteration 14Q (8654.510000 sec): 3 clusters
  Score: Raw -172762.164690 + Penalty 2452.423399 = -170309.741291
  nChanged 21
		SP:Iteration 15Q (8654.510000 sec): 3 clusters
  Score: Raw -172775.434133 + Penalty 2452.423399 = -170323.010734
  nChanged 20
		SP:Iteration 16Q (8654.520000 sec): 3 clusters
  Score: Raw -172789.933463 + Penalty 2452.423399 = -170337.510064
  nChanged 13
		SP:Iteration 17Q (8654.520000 sec): 3 clusters
  Score: Raw -172798.064579 + Penalty 2452.423399 = -170345.641180
  nChanged 16
		SP:Iteration 18Q (8654.530000 sec): 3 clusters
  Score: Raw -172811.458566 + Penalty 2452.423399 = -170359.035167
  nChanged 12
		SP:Iteration 19Q (8654.530000 sec): 3 clusters
  Score: Raw -172819.582434 + Penalty 2452.423399 = -170367.159035
  nChanged 12
		SP:Iteration 20F (8654.530000 sec): 3 clusters
  Score: Raw -172827.061798 + Penalty 2452.423399 = -170374.638398
  nChanged 12
		SP:Iteration 21Q (8654.540000 sec): 3 clusters
  Score: Raw -172837.507424 + Penalty 2452.423399 = -170385.084025
  nChanged 14
		SP:Iteration 22Q (8654.540000 sec): 3 clusters
  Score: Raw -172847.403740 + Penalty 2452.423399 = -170394.980340
  nChanged 15
		SP:Iteration 23Q (8654.550000 sec): 3 clusters
  Score: Raw -172861.254842 + Penalty 2452.423399 = -170408.831442
  nChanged 18
		SP:Iteration 24Q (8654.550000 sec): 3 clusters
  Score: Raw -172878.123251 + Penalty 2452.423399 = -170425.699852
  nChanged 21
		SP:Iteration 25Q (8654.550000 sec): 3 clusters
  Score: Raw -172897.793716 + Penalty 2452.423399 = -170445.370317
  nChanged 18
		SP:Iteration 26Q (8654.560000 sec): 3 clusters
  Score: Raw -172909.523525 + Penalty 2452.423399 = -170457.100126
  nChanged 16
		SP:Iteration 27Q (8654.560000 sec): 3 clusters
  Score: Raw -172921.512603 + Penalty 2452.423399 = -170469.089203
  nChanged 14
		SP:Iteration 28Q (8654.570000 sec): 3 clusters
  Score: Raw -172931.344385 + Penalty 2452.423399 = -170478.920986
  nChanged 10
		SP:Iteration 29Q (8654.570000 sec): 3 clusters
  Score: Raw -172940.092051 + Penalty 2452.423399 = -170487.668652
  nChanged 10
		SP:Iteration 30Q (8654.570000 sec): 3 clusters
  Score: Raw -172946.552249 + Penalty 2452.423399 = -170494.128850
  nChanged 6
		SP:Iteration 31Q (8654.580000 sec): 3 clusters
  Score: Raw -172948.435842 + Penalty 2452.423399 = -170496.012443
  nChanged 2
		SP:Iteration 32Q (8654.580000 sec): 3 clusters
  Score: Raw -172949.059548 + Penalty 2452.423399 = -170496.636149
  nChanged 2
		SP:Iteration 33Q (8654.590000 sec): 3 clusters
  Score: Raw -172949.710166 + Penalty 2452.423399 = -170497.286767
  nChanged 1
		SP:Iteration 34Q (8654.590000 sec): 3 clusters
  Score: Raw -172950.443641 + Penalty 2452.423399 = -170498.020242
  nChanged 1
		SP:Iteration 35Q (8654.590000 sec): 3 clusters
  Score: Raw -172951.059925 + Penalty 2452.423399 = -170498.636526
  nChanged 1
		SP:Iteration 36Q (8654.600000 sec): 3 clusters
  Score: Raw -172951.349443 + Penalty 2452.423399 = -170498.926044
  nChanged 2
		SP:Iteration 37Q (8654.600000 sec): 3 clusters
  Score: Raw -172952.672212 + Penalty 2452.423399 = -170500.248813
  nChanged 4
		SP:Iteration 38Q (8654.610000 sec): 3 clusters
  Score: Raw -172953.993507 + Penalty 2452.423399 = -170501.570108
  nChanged 3
		SP:Iteration 39Q (8654.610000 sec): 3 clusters
  Score: Raw -172955.842404 + Penalty 2452.423399 = -170503.419005
  nChanged 6
		SP:Iteration 40F (8654.610000 sec): 3 clusters
  Score: Raw -172958.902659 + Penalty 2452.423399 = -170506.479260
  nChanged 1
		SP:Iteration 41Q (8654.620000 sec): 3 clusters
  Score: Raw -172960.212293 + Penalty 2452.423399 = -170507.788894
  nChanged 3
		SP:Iteration 42Q (8654.620000 sec): 3 clusters
  Score: Raw -172961.299585 + Penalty 2452.423399 = -170508.876186
  nChanged 4
		SP:Iteration 43Q (8654.630000 sec): 3 clusters
  Score: Raw -172962.974921 + Penalty 2452.423399 = -170510.551522
  nChanged 6
		SP:Iteration 44Q (8654.630000 sec): 3 clusters
  Score: Raw -172966.408810 + Penalty 2452.423399 = -170513.985411
  nChanged 9
		SP:Iteration 45Q (8654.630000 sec): 3 clusters
  Score: Raw -172975.971398 + Penalty 2452.423399 = -170523.547999
  nChanged 12
		SP:Iteration 46Q (8654.640000 sec): 3 clusters
  Score: Raw -172992.030979 + Penalty 2452.423399 = -170539.607580
  nChanged 11
		SP:Iteration 47Q (8654.640000 sec): 3 clusters
  Score: Raw -173002.129645 + Penalty 2452.423399 = -170549.706246
  nChanged 10
		SP:Iteration 48Q (8654.650000 sec): 3 clusters
  Score: Raw -173010.358126 + Penalty 2452.423399 = -170557.934726
  nChanged 10
		SP:Iteration 49Q (8654.650000 sec): 3 clusters
  Score: Raw -173019.424555 + Penalty 2452.423399 = -170567.001155
  nChanged 14
		SP:Iteration 50Q (8654.650000 sec): 3 clusters
  Score: Raw -173031.446500 + Penalty 2452.423399 = -170579.023101
  nChanged 11
		SP:Iteration 51Q (8654.660000 sec): 3 clusters
  Score: Raw -173037.553098 + Penalty 2452.423399 = -170585.129699
  nChanged 3
		SP:Iteration 52Q (8654.660000 sec): 3 clusters
  Score: Raw -173039.003466 + Penalty 2452.423399 = -170586.580067
  nChanged 9
		SP:Iteration 53Q (8654.670000 sec): 3 clusters
  Score: Raw -173044.454109 + Penalty 2452.423399 = -170592.030710
  nChanged 8
		SP:Iteration 54Q (8654.670000 sec): 3 clusters
  Score: Raw -173049.023549 + Penalty 2452.423399 = -170596.600150
  nChanged 8
		SP:Iteration 55Q (8654.670000 sec): 3 clusters
  Score: Raw -173053.193712 + Penalty 2452.423399 = -170600.770313
  nChanged 8
		SP:Iteration 56Q (8654.680000 sec): 3 clusters
  Score: Raw -173057.529713 + Penalty 2452.423399 = -170605.106314
  nChanged 17
		SP:Iteration 57Q (8654.680000 sec): 3 clusters
  Score: Raw -173072.065482 + Penalty 2452.423399 = -170619.642083
  nChanged 10
		SP:Iteration 58Q (8654.690000 sec): 3 clusters
  Score: Raw -173080.276032 + Penalty 2452.423399 = -170627.852633
  nChanged 8
		SP:Iteration 59Q (8654.690000 sec): 3 clusters
  Score: Raw -173085.063227 + Penalty 2452.423399 = -170632.639828
  nChanged 7
		SP:Iteration 60F (8654.690000 sec): 3 clusters
  Score: Raw -173092.649260 + Penalty 2452.423399 = -170640.225861
  nChanged 9
		SP:Iteration 61Q (8654.700000 sec): 3 clusters
  Score: Raw -173101.518952 + Penalty 2452.423399 = -170649.095553
  nChanged 9
		SP:Iteration 62Q (8654.710000 sec): 3 clusters
  Score: Raw -173109.160809 + Penalty 2452.423399 = -170656.737410
  nChanged 13
		SP:Iteration 63Q (8654.710000 sec): 3 clusters
  Score: Raw -173120.302758 + Penalty 2452.423399 = -170667.879359
  nChanged 9
		SP:Iteration 64Q (8654.720000 sec): 3 clusters
  Score: Raw -173128.295012 + Penalty 2452.423399 = -170675.871613
  nChanged 14
		SP:Iteration 65Q (8654.720000 sec): 3 clusters
  Score: Raw -173138.470937 + Penalty 2452.423399 = -170686.047538
  nChanged 13
		SP:Iteration 66Q (8654.720000 sec): 3 clusters
  Score: Raw -173146.719270 + Penalty 2452.423399 = -170694.295871
  nChanged 7
		SP:Iteration 67Q (8654.730000 sec): 3 clusters
  Score: Raw -173149.591276 + Penalty 2452.423399 = -170697.167877
  nChanged 1
		SP:Iteration 68Q (8654.730000 sec): 3 clusters
  Score: Raw -173149.865245 + Penalty 2452.423399 = -170697.441846
  nChanged 1
		SP:Iteration 69Q (8654.740000 sec): 3 clusters
  Score: Raw -173150.515298 + Penalty 2452.423399 = -170698.091899
  nChanged 0
		SP:Iteration 70F (8654.740000 sec): 3 clusters
  Score: Raw -173150.515298 + Penalty 2452.423399 = -170698.091899
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8654.750000 sec): 2 clusters
  Score: Raw -174316.531137 + Penalty 1223.179087 = -173093.352050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8654.750000 sec): 3 clusters
  Score: Raw -173549.411309 + Penalty 2446.358174 = -171103.053135
  nChanged 644
		SP:Iteration 1F (8654.760000 sec): 3 clusters
  Score: Raw -173970.645956 + Penalty 2446.358174 = -171524.287782
  nChanged 143
		SP:Iteration 2F (8654.760000 sec): 3 clusters
  Score: Raw -174076.426635 + Penalty 2446.358174 = -171630.068461
  nChanged 80
		SP:Iteration 3Q (8654.760000 sec): 3 clusters
  Score: Raw -174136.833413 + Penalty 2446.358174 = -171690.475239
  nChanged 69
		SP:Iteration 4Q (8654.770000 sec): 3 clusters
  Score: Raw -174183.527376 + Penalty 2446.358174 = -171737.169202
  nChanged 58
		SP:Iteration 5Q (8654.770000 sec): 3 clusters
  Score: Raw -174219.878614 + Penalty 2446.358174 = -171773.520440
  nChanged 42
		SP:Iteration 6Q (8654.780000 sec): 3 clusters
  Score: Raw -174245.379767 + Penalty 2446.358174 = -171799.021593
  nChanged 32
		SP:Iteration 7Q (8654.780000 sec): 3 clusters
  Score: Raw -174262.815425 + Penalty 2446.358174 = -171816.457251
  nChanged 37
		SP:Iteration 8Q (8654.780000 sec): 3 clusters
  Score: Raw -174294.941815 + Penalty 2446.358174 = -171848.583641
  nChanged 45
		SP:Iteration 9Q (8654.790000 sec): 3 clusters
  Score: Raw -174330.196930 + Penalty 2446.358174 = -171883.838757
  nChanged 34
		SP:Iteration 10Q (8654.790000 sec): 3 clusters
  Score: Raw -174356.164577 + Penalty 2446.358174 = -171909.806403
  nChanged 29
		SP:Iteration 11Q (8654.800000 sec): 3 clusters
  Score: Raw -174374.328012 + Penalty 2446.358174 = -171927.969838
  nChanged 20
		SP:Iteration 12Q (8654.800000 sec): 3 clusters
  Score: Raw -174385.028079 + Penalty 2446.358174 = -171938.669905
  nChanged 12
		SP:Iteration 13Q (8654.800000 sec): 3 clusters
  Score: Raw -174390.274125 + Penalty 2446.358174 = -171943.915951
  nChanged 12
		SP:Iteration 14Q (8654.810000 sec): 3 clusters
  Score: Raw -174396.613841 + Penalty 2446.358174 = -171950.255667
  nChanged 14
		SP:Iteration 15Q (8654.820000 sec): 3 clusters
  Score: Raw -174406.229193 + Penalty 2446.358174 = -171959.871019
  nChanged 10
		SP:Iteration 16Q (8654.820000 sec): 3 clusters
  Score: Raw -174411.578183 + Penalty 2446.358174 = -171965.220009
  nChanged 9
		SP:Iteration 17Q (8654.820000 sec): 3 clusters
  Score: Raw -174417.015637 + Penalty 2446.358174 = -171970.657463
  nChanged 11
		SP:Iteration 18Q (8654.830000 sec): 3 clusters
  Score: Raw -174423.663863 + Penalty 2446.358174 = -171977.305689
  nChanged 4
		SP:Iteration 19Q (8654.830000 sec): 3 clusters
  Score: Raw -174427.350507 + Penalty 2446.358174 = -171980.992333
  nChanged 5
		SP:Iteration 20F (8654.840000 sec): 3 clusters
  Score: Raw -174431.250797 + Penalty 2446.358174 = -171984.892623
  nChanged 4
		SP:Iteration 21Q (8654.840000 sec): 3 clusters
  Score: Raw -174434.145305 + Penalty 2446.358174 = -171987.787131
  nChanged 2
		SP:Iteration 22Q (8654.840000 sec): 3 clusters
  Score: Raw -174435.377563 + Penalty 2446.358174 = -171989.019390
  nChanged 0
		SP:Iteration 23F (8654.850000 sec): 3 clusters
  Score: Raw -174435.377563 + Penalty 2446.358174 = -171989.019390
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8654.850000 sec): 2 clusters
  Score: Raw -71050.641731 + Penalty 1070.923920 = -69979.717810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8654.860000 sec): 3 clusters
  Score: Raw -70820.373636 + Penalty 2141.847841 = -68678.525796
  nChanged 187
		SP:Iteration 1F (8654.860000 sec): 3 clusters
  Score: Raw -71017.207412 + Penalty 2141.847841 = -68875.359571
  nChanged 45
		SP:Iteration 2F (8654.860000 sec): 3 clusters
  Score: Raw -71083.519801 + Penalty 2141.847841 = -68941.671961
  nChanged 25
		SP:Iteration 3Q (8654.860000 sec): 3 clusters
  Score: Raw -71120.646566 + Penalty 2141.847841 = -68978.798725
  nChanged 18
		SP:Iteration 4Q (8654.860000 sec): 3 clusters
  Score: Raw -71144.207682 + Penalty 2141.847841 = -69002.359842
  nChanged 14
		SP:Iteration 5Q (8654.860000 sec): 3 clusters
  Score: Raw -71165.821156 + Penalty 2141.847841 = -69023.973315
  nChanged 11
		SP:Iteration 6Q (8654.860000 sec): 3 clusters
  Score: Raw -71179.928188 + Penalty 2141.847841 = -69038.080347
  nChanged 7
		SP:Iteration 7Q (8654.870000 sec): 3 clusters
  Score: Raw -71189.337226 + Penalty 2141.847841 = -69047.489385
  nChanged 6
		SP:Iteration 8Q (8654.870000 sec): 3 clusters
  Score: Raw -71193.556844 + Penalty 2141.847841 = -69051.709003
  nChanged 4
		SP:Iteration 9Q (8654.870000 sec): 3 clusters
  Score: Raw -71196.153390 + Penalty 2141.847841 = -69054.305550
  nChanged 4
		SP:Iteration 10Q (8654.870000 sec): 3 clusters
  Score: Raw -71201.068320 + Penalty 2141.847841 = -69059.220479
  nChanged 4
		SP:Iteration 11Q (8654.870000 sec): 3 clusters
  Score: Raw -71206.806399 + Penalty 2141.847841 = -69064.958559
  nChanged 3
		SP:Iteration 12Q (8654.880000 sec): 3 clusters
  Score: Raw -71209.638082 + Penalty 2141.847841 = -69067.790241
  nChanged 3
		SP:Iteration 13Q (8654.880000 sec): 3 clusters
  Score: Raw -71212.362920 + Penalty 2141.847841 = -69070.515080
  nChanged 4
		SP:Iteration 14Q (8654.880000 sec): 3 clusters
  Score: Raw -71215.611129 + Penalty 2141.847841 = -69073.763289
  nChanged 3
		SP:Iteration 15Q (8654.880000 sec): 3 clusters
  Score: Raw -71218.789828 + Penalty 2141.847841 = -69076.941987
  nChanged 2
		SP:Iteration 16Q (8654.880000 sec): 3 clusters
  Score: Raw -71223.123744 + Penalty 2141.847841 = -69081.275903
  nChanged 2
		SP:Iteration 17Q (8654.880000 sec): 3 clusters
  Score: Raw -71224.857251 + Penalty 2141.847841 = -69083.009410
  nChanged 2
		SP:Iteration 18Q (8654.880000 sec): 3 clusters
  Score: Raw -71227.423689 + Penalty 2141.847841 = -69085.575848
  nChanged 3
		SP:Iteration 19Q (8654.890000 sec): 3 clusters
  Score: Raw -71234.871729 + Penalty 2141.847841 = -69093.023888
  nChanged 6
		SP:Iteration 20F (8654.890000 sec): 3 clusters
  Score: Raw -71243.436144 + Penalty 2141.847841 = -69101.588304
  nChanged 7
		SP:Iteration 21Q (8654.890000 sec): 3 clusters
  Score: Raw -71259.143685 + Penalty 2141.847841 = -69117.295845
  nChanged 9
		SP:Iteration 22Q (8654.890000 sec): 3 clusters
  Score: Raw -71272.049900 + Penalty 2141.847841 = -69130.202059
  nChanged 6
		SP:Iteration 23Q (8654.890000 sec): 3 clusters
  Score: Raw -71279.711393 + Penalty 2141.847841 = -69137.863553
  nChanged 2
		SP:Iteration 24Q (8654.900000 sec): 3 clusters
  Score: Raw -71283.233408 + Penalty 2141.847841 = -69141.385567
  nChanged 5
		SP:Iteration 25Q (8654.900000 sec): 3 clusters
  Score: Raw -71287.611675 + Penalty 2141.847841 = -69145.763835
  nChanged 5
		SP:Iteration 26Q (8654.900000 sec): 3 clusters
  Score: Raw -71295.797314 + Penalty 2141.847841 = -69153.949473
  nChanged 4
		SP:Iteration 27Q (8654.900000 sec): 3 clusters
  Score: Raw -71299.505589 + Penalty 2141.847841 = -69157.657748
  nChanged 1
		SP:Iteration 28Q (8654.900000 sec): 3 clusters
  Score: Raw -71301.075679 + Penalty 2141.847841 = -69159.227838
  nChanged 2
		SP:Iteration 29Q (8654.900000 sec): 3 clusters
  Score: Raw -71307.956898 + Penalty 2141.847841 = -69166.109057
  nChanged 3
		SP:Iteration 30Q (8654.900000 sec): 3 clusters
  Score: Raw -71314.712506 + Penalty 2141.847841 = -69172.864666
  nChanged 4
		SP:Iteration 31Q (8654.900000 sec): 3 clusters
  Score: Raw -71324.073045 + Penalty 2141.847841 = -69182.225204
  nChanged 5
		SP:Iteration 32Q (8654.910000 sec): 3 clusters
  Score: Raw -71330.892685 + Penalty 2141.847841 = -69189.044844
  nChanged 3
		SP:Iteration 33Q (8654.910000 sec): 3 clusters
  Score: Raw -71334.004817 + Penalty 2141.847841 = -69192.156976
  nChanged 2
		SP:Iteration 34Q (8654.910000 sec): 3 clusters
  Score: Raw -71340.363664 + Penalty 2141.847841 = -69198.515823
  nChanged 2
		SP:Iteration 35Q (8654.910000 sec): 3 clusters
  Score: Raw -71348.284453 + Penalty 2141.847841 = -69206.436613
  nChanged 5
		SP:Iteration 36Q (8654.910000 sec): 3 clusters
  Score: Raw -71366.127137 + Penalty 2141.847841 = -69224.279297
  nChanged 10
		SP:Iteration 37Q (8654.920000 sec): 3 clusters
  Score: Raw -71397.174208 + Penalty 2141.847841 = -69255.326368
  nChanged 10
		SP:Iteration 38Q (8654.920000 sec): 3 clusters
  Score: Raw -71416.480113 + Penalty 2141.847841 = -69274.632272
  nChanged 15
		SP:Iteration 39Q (8654.920000 sec): 3 clusters
  Score: Raw -71440.016769 + Penalty 2141.847841 = -69298.168928
  nChanged 10
		SP:Iteration 40F (8654.920000 sec): 3 clusters
  Score: Raw -71464.337739 + Penalty 2141.847841 = -69322.489898
  nChanged 9
		SP:Iteration 41Q (8654.920000 sec): 3 clusters
  Score: Raw -71483.103685 + Penalty 2141.847841 = -69341.255844
  nChanged 8
		SP:Iteration 42Q (8654.920000 sec): 3 clusters
  Score: Raw -71499.195993 + Penalty 2141.847841 = -69357.348152
  nChanged 5
		SP:Iteration 43Q (8654.920000 sec): 3 clusters
  Score: Raw -71506.052523 + Penalty 2141.847841 = -69364.204682
  nChanged 7
		SP:Iteration 44Q (8654.920000 sec): 3 clusters
  Score: Raw -71519.117665 + Penalty 2141.847841 = -69377.269824
  nChanged 5
		SP:Iteration 45Q (8654.930000 sec): 3 clusters
  Score: Raw -71531.317026 + Penalty 2141.847841 = -69389.469185
  nChanged 8
		SP:Iteration 46Q (8654.930000 sec): 3 clusters
  Score: Raw -71553.493290 + Penalty 2141.847841 = -69411.645449
  nChanged 11
		SP:Iteration 47Q (8654.930000 sec): 3 clusters
  Score: Raw -71586.810063 + Penalty 2141.847841 = -69444.962222
  nChanged 14
		SP:Iteration 48Q (8654.930000 sec): 3 clusters
  Score: Raw -71630.692231 + Penalty 2141.847841 = -69488.844391
  nChanged 19
		SP:Iteration 49Q (8654.930000 sec): 3 clusters
  Score: Raw -71689.636383 + Penalty 2141.847841 = -69547.788542
  nChanged 8
		SP:Iteration 50Q (8654.930000 sec): 3 clusters
  Score: Raw -71724.838940 + Penalty 2141.847841 = -69582.991099
  nChanged 8
		SP:Iteration 51Q (8654.940000 sec): 3 clusters
  Score: Raw -71778.611126 + Penalty 2141.847841 = -69636.763285
  nChanged 6
		SP:Iteration 52Q (8654.940000 sec): 3 clusters
  Score: Raw -71816.216230 + Penalty 2141.847841 = -69674.368390
  nChanged 11
		SP:Iteration 53Q (8654.940000 sec): 3 clusters
  Score: Raw -71838.001890 + Penalty 2141.847841 = -69696.154049
  nChanged 16
		SP:Iteration 54Q (8654.940000 sec): 3 clusters
  Score: Raw -71877.343538 + Penalty 2141.847841 = -69735.495697
  nChanged 9
		SP:Iteration 55Q (8654.940000 sec): 3 clusters
  Score: Raw -71903.899777 + Penalty 2141.847841 = -69762.051936
  nChanged 10
		SP:Iteration 56Q (8654.940000 sec): 3 clusters
  Score: Raw -71936.680522 + Penalty 2141.847841 = -69794.832681
  nChanged 13
		SP:Iteration 57Q (8654.940000 sec): 3 clusters
  Score: Raw -71989.454414 + Penalty 2141.847841 = -69847.606573
  nChanged 7
		SP:Iteration 58Q (8654.940000 sec): 3 clusters
  Score: Raw -72013.333534 + Penalty 2141.847841 = -69871.485694
  nChanged 7
		SP:Iteration 59Q (8654.940000 sec): 3 clusters
  Score: Raw -72041.211993 + Penalty 2141.847841 = -69899.364153
  nChanged 3
		SP:Iteration 60F (8654.950000 sec): 3 clusters
  Score: Raw -72051.052817 + Penalty 2141.847841 = -69909.204977
  nChanged 1
		SP:Iteration 61Q (8654.950000 sec): 3 clusters
  Score: Raw -72059.139614 + Penalty 2141.847841 = -69917.291774
  nChanged 3
		SP:Iteration 62Q (8654.950000 sec): 3 clusters
  Score: Raw -72081.216865 + Penalty 2141.847841 = -69939.369024
  nChanged 2
		SP:Iteration 63Q (8654.950000 sec): 3 clusters
  Score: Raw -72090.798695 + Penalty 2141.847841 = -69948.950854
  nChanged 1
		SP:Iteration 64Q (8654.950000 sec): 3 clusters
  Score: Raw -72095.902799 + Penalty 2141.847841 = -69954.054959
  nChanged 0
		SP:Iteration 65F (8654.950000 sec): 3 clusters
  Score: Raw -72095.902799 + Penalty 2141.847841 = -69954.054959
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8654.960000 sec): 2 clusters
  Score: Raw -199720.340667 + Penalty 1241.363690 = -198478.976976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8654.970000 sec): 3 clusters
  Score: Raw -198845.218720 + Penalty 2482.727381 = -196362.491340
  nChanged 730
		SP:Iteration 1F (8654.970000 sec): 3 clusters
  Score: Raw -199303.687683 + Penalty 2482.727381 = -196820.960302
  nChanged 177
		SP:Iteration 2F (8654.980000 sec): 3 clusters
  Score: Raw -199449.933294 + Penalty 2482.727381 = -196967.205913
  nChanged 112
		SP:Iteration 3F (8654.980000 sec): 3 clusters
  Score: Raw -199545.882642 + Penalty 2482.727381 = -197063.155261
  nChanged 96
		SP:Iteration 4Q (8654.990000 sec): 3 clusters
  Score: Raw -199642.274752 + Penalty 2482.727381 = -197159.547371
  nChanged 91
		SP:Iteration 5Q (8654.990000 sec): 3 clusters
  Score: Raw -199735.598322 + Penalty 2482.727381 = -197252.870941
  nChanged 82
		SP:Iteration 6Q (8655.000000 sec): 3 clusters
  Score: Raw -199802.871090 + Penalty 2482.727381 = -197320.143710
  nChanged 77
		SP:Iteration 7Q (8655.000000 sec): 3 clusters
  Score: Raw -199862.706472 + Penalty 2482.727381 = -197379.979091
  nChanged 55
		SP:Iteration 8Q (8655.000000 sec): 3 clusters
  Score: Raw -199906.260210 + Penalty 2482.727381 = -197423.532829
  nChanged 47
		SP:Iteration 9Q (8655.010000 sec): 3 clusters
  Score: Raw -199945.683606 + Penalty 2482.727381 = -197462.956226
  nChanged 41
		SP:Iteration 10Q (8655.020000 sec): 3 clusters
  Score: Raw -199987.282784 + Penalty 2482.727381 = -197504.555404
  nChanged 47
		SP:Iteration 11Q (8655.020000 sec): 3 clusters
  Score: Raw -200032.416229 + Penalty 2482.727381 = -197549.688848
  nChanged 50
		SP:Iteration 12Q (8655.020000 sec): 3 clusters
  Score: Raw -200073.994703 + Penalty 2482.727381 = -197591.267322
  nChanged 46
		SP:Iteration 13Q (8655.030000 sec): 3 clusters
  Score: Raw -200108.209199 + Penalty 2482.727381 = -197625.481818
  nChanged 34
		SP:Iteration 14Q (8655.030000 sec): 3 clusters
  Score: Raw -200130.021992 + Penalty 2482.727381 = -197647.294611
  nChanged 31
		SP:Iteration 15Q (8655.040000 sec): 3 clusters
  Score: Raw -200159.767030 + Penalty 2482.727381 = -197677.039650
  nChanged 28
		SP:Iteration 16Q (8655.040000 sec): 3 clusters
  Score: Raw -200180.407792 + Penalty 2482.727381 = -197697.680411
  nChanged 23
		SP:Iteration 17Q (8655.050000 sec): 3 clusters
  Score: Raw -200199.819645 + Penalty 2482.727381 = -197717.092264
  nChanged 22
		SP:Iteration 18Q (8655.050000 sec): 3 clusters
  Score: Raw -200214.573206 + Penalty 2482.727381 = -197731.845825
  nChanged 14
		SP:Iteration 19Q (8655.060000 sec): 3 clusters
  Score: Raw -200223.180514 + Penalty 2482.727381 = -197740.453133
  nChanged 9
		SP:Iteration 20F (8655.060000 sec): 3 clusters
  Score: Raw -200228.596465 + Penalty 2482.727381 = -197745.869084
  nChanged 3
		SP:Iteration 21Q (8655.060000 sec): 3 clusters
  Score: Raw -200230.007073 + Penalty 2482.727381 = -197747.279692
  nChanged 1
		SP:Iteration 22Q (8655.070000 sec): 3 clusters
  Score: Raw -200230.340068 + Penalty 2482.727381 = -197747.612687
  nChanged 1
		SP:Iteration 23Q (8655.070000 sec): 3 clusters
  Score: Raw -200231.081111 + Penalty 2482.727381 = -197748.353730
  nChanged 0
		SP:Iteration 24F (8655.080000 sec): 3 clusters
  Score: Raw -200231.081111 + Penalty 2482.727381 = -197748.353730
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.080000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.090000 sec): 3 clusters
  Score: Raw -127928.899125 + Penalty 2349.226247 = -125579.672878
  nChanged 434
		SP:Iteration 1F (8655.090000 sec): 3 clusters
  Score: Raw -128261.241894 + Penalty 2349.226247 = -125912.015647
  nChanged 111
		SP:Iteration 2F (8655.100000 sec): 3 clusters
  Score: Raw -128386.794117 + Penalty 2349.226247 = -126037.567870
  nChanged 86
		SP:Iteration 3F (8655.100000 sec): 3 clusters
  Score: Raw -128483.671805 + Penalty 2349.226247 = -126134.445558
  nChanged 59
		SP:Iteration 4Q (8655.100000 sec): 3 clusters
  Score: Raw -128561.923389 + Penalty 2349.226247 = -126212.697142
  nChanged 49
		SP:Iteration 5Q (8655.100000 sec): 3 clusters
  Score: Raw -128640.149087 + Penalty 2349.226247 = -126290.922840
  nChanged 45
		SP:Iteration 6Q (8655.110000 sec): 3 clusters
  Score: Raw -128710.009363 + Penalty 2349.226247 = -126360.783116
  nChanged 41
		SP:Iteration 7Q (8655.110000 sec): 3 clusters
  Score: Raw -128746.384025 + Penalty 2349.226247 = -126397.157778
  nChanged 27
		SP:Iteration 8Q (8655.110000 sec): 3 clusters
  Score: Raw -128770.170981 + Penalty 2349.226247 = -126420.944734
  nChanged 27
		SP:Iteration 9Q (8655.120000 sec): 3 clusters
  Score: Raw -128812.760622 + Penalty 2349.226247 = -126463.534375
  nChanged 29
		SP:Iteration 10Q (8655.120000 sec): 3 clusters
  Score: Raw -128862.124592 + Penalty 2349.226247 = -126512.898345
  nChanged 44
		SP:Iteration 11Q (8655.120000 sec): 3 clusters
  Score: Raw -128949.963528 + Penalty 2349.226247 = -126600.737281
  nChanged 36
		SP:Iteration 12Q (8655.120000 sec): 3 clusters
  Score: Raw -129023.877623 + Penalty 2349.226247 = -126674.651376
  nChanged 43
		SP:Iteration 13Q (8655.130000 sec): 3 clusters
  Score: Raw -129100.140016 + Penalty 2349.226247 = -126750.913770
  nChanged 36
		SP:Iteration 14Q (8655.130000 sec): 3 clusters
  Score: Raw -129168.763565 + Penalty 2349.226247 = -126819.537318
  nChanged 40
		SP:Iteration 15Q (8655.130000 sec): 3 clusters
  Score: Raw -129257.723731 + Penalty 2349.226247 = -126908.497484
  nChanged 35
		SP:Iteration 16Q (8655.140000 sec): 3 clusters
  Score: Raw -129341.662401 + Penalty 2349.226247 = -126992.436154
  nChanged 34
		SP:Iteration 17Q (8655.140000 sec): 3 clusters
  Score: Raw -129434.140759 + Penalty 2349.226247 = -127084.914512
  nChanged 23
		SP:Iteration 18Q (8655.140000 sec): 3 clusters
  Score: Raw -129462.354635 + Penalty 2349.226247 = -127113.128389
  nChanged 15
		SP:Iteration 19Q (8655.140000 sec): 3 clusters
  Score: Raw -129472.992709 + Penalty 2349.226247 = -127123.766463
  nChanged 7
		SP:Iteration 20F (8655.150000 sec): 3 clusters
  Score: Raw -129478.575939 + Penalty 2349.226247 = -127129.349692
  nChanged 10
		SP:Iteration 21Q (8655.150000 sec): 3 clusters
  Score: Raw -129486.576893 + Penalty 2349.226247 = -127137.350646
  nChanged 7
		SP:Iteration 22Q (8655.150000 sec): 3 clusters
  Score: Raw -129493.616261 + Penalty 2349.226247 = -127144.390014
  nChanged 4
		SP:Iteration 23Q (8655.160000 sec): 3 clusters
  Score: Raw -129498.075147 + Penalty 2349.226247 = -127148.848900
  nChanged 3
		SP:Iteration 24Q (8655.160000 sec): 3 clusters
  Score: Raw -129501.850373 + Penalty 2349.226247 = -127152.624126
  nChanged 1
		SP:Iteration 25Q (8655.160000 sec): 3 clusters
  Score: Raw -129502.968311 + Penalty 2349.226247 = -127153.742064
  nChanged 2
		SP:Iteration 26Q (8655.160000 sec): 3 clusters
  Score: Raw -129503.811298 + Penalty 2349.226247 = -127154.585051
  nChanged 0
		SP:Iteration 27F (8655.160000 sec): 3 clusters
  Score: Raw -129503.811298 + Penalty 2349.226247 = -127154.585051
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.170000 sec): 2 clusters
  Score: Raw -185982.334751 + Penalty 1224.312103 = -184758.022648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.180000 sec): 3 clusters
  Score: Raw -185190.147086 + Penalty 2448.624206 = -182741.522880
  nChanged 680
		SP:Iteration 1F (8655.180000 sec): 3 clusters
  Score: Raw -185655.627079 + Penalty 2448.624206 = -183207.002873
  nChanged 157
		SP:Iteration 2F (8655.180000 sec): 3 clusters
  Score: Raw -185779.250424 + Penalty 2448.624206 = -183330.626218
  nChanged 71
		SP:Iteration 3Q (8655.190000 sec): 3 clusters
  Score: Raw -185830.324027 + Penalty 2448.624206 = -183381.699821
  nChanged 52
		SP:Iteration 4Q (8655.200000 sec): 3 clusters
  Score: Raw -185861.651738 + Penalty 2448.624206 = -183413.027532
  nChanged 33
		SP:Iteration 5Q (8655.200000 sec): 3 clusters
  Score: Raw -185887.407577 + Penalty 2448.624206 = -183438.783371
  nChanged 41
		SP:Iteration 6Q (8655.200000 sec): 3 clusters
  Score: Raw -185916.290588 + Penalty 2448.624206 = -183467.666382
  nChanged 36
		SP:Iteration 7Q (8655.210000 sec): 3 clusters
  Score: Raw -185942.783967 + Penalty 2448.624206 = -183494.159761
  nChanged 33
		SP:Iteration 8Q (8655.210000 sec): 3 clusters
  Score: Raw -185968.553586 + Penalty 2448.624206 = -183519.929380
  nChanged 25
		SP:Iteration 9Q (8655.220000 sec): 3 clusters
  Score: Raw -185991.292150 + Penalty 2448.624206 = -183542.667944
  nChanged 35
		SP:Iteration 10Q (8655.220000 sec): 3 clusters
  Score: Raw -186018.767559 + Penalty 2448.624206 = -183570.143353
  nChanged 34
		SP:Iteration 11Q (8655.220000 sec): 3 clusters
  Score: Raw -186041.112079 + Penalty 2448.624206 = -183592.487873
  nChanged 25
		SP:Iteration 12Q (8655.230000 sec): 3 clusters
  Score: Raw -186058.462290 + Penalty 2448.624206 = -183609.838084
  nChanged 21
		SP:Iteration 13Q (8655.230000 sec): 3 clusters
  Score: Raw -186076.662819 + Penalty 2448.624206 = -183628.038613
  nChanged 25
		SP:Iteration 14Q (8655.240000 sec): 3 clusters
  Score: Raw -186093.009721 + Penalty 2448.624206 = -183644.385515
  nChanged 17
		SP:Iteration 15Q (8655.240000 sec): 3 clusters
  Score: Raw -186107.295348 + Penalty 2448.624206 = -183658.671142
  nChanged 18
		SP:Iteration 16Q (8655.240000 sec): 3 clusters
  Score: Raw -186124.357770 + Penalty 2448.624206 = -183675.733564
  nChanged 17
		SP:Iteration 17Q (8655.250000 sec): 3 clusters
  Score: Raw -186136.998246 + Penalty 2448.624206 = -183688.374040
  nChanged 16
		SP:Iteration 18Q (8655.250000 sec): 3 clusters
  Score: Raw -186147.311633 + Penalty 2448.624206 = -183698.687427
  nChanged 16
		SP:Iteration 19Q (8655.260000 sec): 3 clusters
  Score: Raw -186160.263502 + Penalty 2448.624206 = -183711.639296
  nChanged 15
		SP:Iteration 20F (8655.260000 sec): 3 clusters
  Score: Raw -186171.517204 + Penalty 2448.624206 = -183722.892998
  nChanged 13
		SP:Iteration 21Q (8655.260000 sec): 3 clusters
  Score: Raw -186180.048055 + Penalty 2448.624206 = -183731.423849
  nChanged 12
		SP:Iteration 22Q (8655.270000 sec): 3 clusters
  Score: Raw -186187.963673 + Penalty 2448.624206 = -183739.339467
  nChanged 13
		SP:Iteration 23Q (8655.270000 sec): 3 clusters
  Score: Raw -186197.518952 + Penalty 2448.624206 = -183748.894746
  nChanged 14
		SP:Iteration 24Q (8655.280000 sec): 3 clusters
  Score: Raw -186205.163901 + Penalty 2448.624206 = -183756.539695
  nChanged 6
		SP:Iteration 25Q (8655.280000 sec): 3 clusters
  Score: Raw -186210.175038 + Penalty 2448.624206 = -183761.550832
  nChanged 8
		SP:Iteration 26Q (8655.280000 sec): 3 clusters
  Score: Raw -186215.257608 + Penalty 2448.624206 = -183766.633402
  nChanged 8
		SP:Iteration 27Q (8655.290000 sec): 3 clusters
  Score: Raw -186220.560848 + Penalty 2448.624206 = -183771.936642
  nChanged 12
		SP:Iteration 28Q (8655.290000 sec): 3 clusters
  Score: Raw -186226.187552 + Penalty 2448.624206 = -183777.563346
  nChanged 10
		SP:Iteration 29Q (8655.300000 sec): 3 clusters
  Score: Raw -186236.503892 + Penalty 2448.624206 = -183787.879686
  nChanged 12
		SP:Iteration 30Q (8655.300000 sec): 3 clusters
  Score: Raw -186246.454951 + Penalty 2448.624206 = -183797.830745
  nChanged 11
		SP:Iteration 31Q (8655.300000 sec): 3 clusters
  Score: Raw -186251.713422 + Penalty 2448.624206 = -183803.089216
  nChanged 7
		SP:Iteration 32Q (8655.310000 sec): 3 clusters
  Score: Raw -186255.347979 + Penalty 2448.624206 = -183806.723773
  nChanged 6
		SP:Iteration 33Q (8655.310000 sec): 3 clusters
  Score: Raw -186259.041038 + Penalty 2448.624206 = -183810.416832
  nChanged 5
		SP:Iteration 34Q (8655.320000 sec): 3 clusters
  Score: Raw -186264.161306 + Penalty 2448.624206 = -183815.537100
  nChanged 7
		SP:Iteration 35Q (8655.320000 sec): 3 clusters
  Score: Raw -186271.555234 + Penalty 2448.624206 = -183822.931028
  nChanged 6
		SP:Iteration 36Q (8655.320000 sec): 3 clusters
  Score: Raw -186277.951764 + Penalty 2448.624206 = -183829.327558
  nChanged 12
		SP:Iteration 37Q (8655.330000 sec): 3 clusters
  Score: Raw -186287.906826 + Penalty 2448.624206 = -183839.282620
  nChanged 15
		SP:Iteration 38Q (8655.330000 sec): 3 clusters
  Score: Raw -186297.742695 + Penalty 2448.624206 = -183849.118489
  nChanged 12
		SP:Iteration 39Q (8655.340000 sec): 3 clusters
  Score: Raw -186304.712874 + Penalty 2448.624206 = -183856.088668
  nChanged 10
		SP:Iteration 40F (8655.340000 sec): 3 clusters
  Score: Raw -186310.127746 + Penalty 2448.624206 = -183861.503540
  nChanged 10
		SP:Iteration 41Q (8655.340000 sec): 3 clusters
  Score: Raw -186316.405437 + Penalty 2448.624206 = -183867.781231
  nChanged 6
		SP:Iteration 42Q (8655.350000 sec): 3 clusters
  Score: Raw -186323.452212 + Penalty 2448.624206 = -183874.828006
  nChanged 10
		SP:Iteration 43Q (8655.350000 sec): 3 clusters
  Score: Raw -186335.216884 + Penalty 2448.624206 = -183886.592678
  nChanged 15
		SP:Iteration 44Q (8655.360000 sec): 3 clusters
  Score: Raw -186351.617926 + Penalty 2448.624206 = -183902.993720
  nChanged 22
		SP:Iteration 45Q (8655.360000 sec): 3 clusters
  Score: Raw -186371.590807 + Penalty 2448.624206 = -183922.966601
  nChanged 16
		SP:Iteration 46Q (8655.360000 sec): 3 clusters
  Score: Raw -186387.014025 + Penalty 2448.624206 = -183938.389819
  nChanged 11
		SP:Iteration 47Q (8655.370000 sec): 3 clusters
  Score: Raw -186395.206415 + Penalty 2448.624206 = -183946.582209
  nChanged 13
		SP:Iteration 48Q (8655.370000 sec): 3 clusters
  Score: Raw -186403.322438 + Penalty 2448.624206 = -183954.698232
  nChanged 6
		SP:Iteration 49Q (8655.380000 sec): 3 clusters
  Score: Raw -186406.199588 + Penalty 2448.624206 = -183957.575382
  nChanged 8
		SP:Iteration 50Q (8655.380000 sec): 3 clusters
  Score: Raw -186410.410001 + Penalty 2448.624206 = -183961.785795
  nChanged 3
		SP:Iteration 51Q (8655.380000 sec): 3 clusters
  Score: Raw -186412.889478 + Penalty 2448.624206 = -183964.265272
  nChanged 5
		SP:Iteration 52Q (8655.390000 sec): 3 clusters
  Score: Raw -186416.538829 + Penalty 2448.624206 = -183967.914623
  nChanged 4
		SP:Iteration 53Q (8655.390000 sec): 3 clusters
  Score: Raw -186418.685378 + Penalty 2448.624206 = -183970.061172
  nChanged 5
		SP:Iteration 54Q (8655.400000 sec): 3 clusters
  Score: Raw -186421.099615 + Penalty 2448.624206 = -183972.475409
  nChanged 3
		SP:Iteration 55Q (8655.400000 sec): 3 clusters
  Score: Raw -186422.677082 + Penalty 2448.624206 = -183974.052876
  nChanged 3
		SP:Iteration 56Q (8655.400000 sec): 3 clusters
  Score: Raw -186425.059387 + Penalty 2448.624206 = -183976.435181
  nChanged 2
		SP:Iteration 57Q (8655.400000 sec): 3 clusters
  Score: Raw -186426.532779 + Penalty 2448.624206 = -183977.908573
  nChanged 4
		SP:Iteration 58Q (8655.410000 sec): 3 clusters
  Score: Raw -186429.386872 + Penalty 2448.624206 = -183980.762666
  nChanged 4
		SP:Iteration 59Q (8655.410000 sec): 3 clusters
  Score: Raw -186430.731849 + Penalty 2448.624206 = -183982.107643
  nChanged 2
		SP:Iteration 60F (8655.420000 sec): 3 clusters
  Score: Raw -186432.064465 + Penalty 2448.624206 = -183983.440259
  nChanged 3
		SP:Iteration 61Q (8655.420000 sec): 3 clusters
  Score: Raw -186433.724046 + Penalty 2448.624206 = -183985.099840
  nChanged 2
		SP:Iteration 62Q (8655.420000 sec): 3 clusters
  Score: Raw -186435.113740 + Penalty 2448.624206 = -183986.489534
  nChanged 1
		SP:Iteration 63Q (8655.430000 sec): 3 clusters
  Score: Raw -186435.333137 + Penalty 2448.624206 = -183986.708931
  nChanged 0
		SP:Iteration 64F (8655.430000 sec): 3 clusters
  Score: Raw -186435.333137 + Penalty 2448.624206 = -183986.708931
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.440000 sec): 2 clusters
  Score: Raw -127703.217672 + Penalty 1179.606371 = -126523.611301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.440000 sec): 3 clusters
  Score: Raw -127185.224249 + Penalty 2359.212742 = -124826.011507
  nChanged 466
		SP:Iteration 1F (8655.440000 sec): 3 clusters
  Score: Raw -127619.912967 + Penalty 2359.212742 = -125260.700226
  nChanged 116
		SP:Iteration 2F (8655.450000 sec): 3 clusters
  Score: Raw -127758.607698 + Penalty 2359.212742 = -125399.394957
  nChanged 80
		SP:Iteration 3F (8655.450000 sec): 3 clusters
  Score: Raw -127855.522570 + Penalty 2359.212742 = -125496.309829
  nChanged 61
		SP:Iteration 4Q (8655.460000 sec): 3 clusters
  Score: Raw -127931.395574 + Penalty 2359.212742 = -125572.182832
  nChanged 46
		SP:Iteration 5Q (8655.460000 sec): 3 clusters
  Score: Raw -127982.349348 + Penalty 2359.212742 = -125623.136607
  nChanged 32
		SP:Iteration 6Q (8655.460000 sec): 3 clusters
  Score: Raw -128012.473810 + Penalty 2359.212742 = -125653.261068
  nChanged 26
		SP:Iteration 7Q (8655.460000 sec): 3 clusters
  Score: Raw -128038.196199 + Penalty 2359.212742 = -125678.983458
  nChanged 30
		SP:Iteration 8Q (8655.470000 sec): 3 clusters
  Score: Raw -128066.698882 + Penalty 2359.212742 = -125707.486140
  nChanged 24
		SP:Iteration 9Q (8655.470000 sec): 3 clusters
  Score: Raw -128087.649173 + Penalty 2359.212742 = -125728.436431
  nChanged 18
		SP:Iteration 10Q (8655.480000 sec): 3 clusters
  Score: Raw -128106.369608 + Penalty 2359.212742 = -125747.156867
  nChanged 16
		SP:Iteration 11Q (8655.480000 sec): 3 clusters
  Score: Raw -128121.273455 + Penalty 2359.212742 = -125762.060713
  nChanged 18
		SP:Iteration 12Q (8655.480000 sec): 3 clusters
  Score: Raw -128133.645789 + Penalty 2359.212742 = -125774.433048
  nChanged 16
		SP:Iteration 13Q (8655.480000 sec): 3 clusters
  Score: Raw -128145.269565 + Penalty 2359.212742 = -125786.056823
  nChanged 8
		SP:Iteration 14Q (8655.490000 sec): 3 clusters
  Score: Raw -128149.884510 + Penalty 2359.212742 = -125790.671768
  nChanged 4
		SP:Iteration 15Q (8655.490000 sec): 3 clusters
  Score: Raw -128153.179478 + Penalty 2359.212742 = -125793.966736
  nChanged 4
		SP:Iteration 16Q (8655.490000 sec): 3 clusters
  Score: Raw -128157.295371 + Penalty 2359.212742 = -125798.082630
  nChanged 5
		SP:Iteration 17Q (8655.500000 sec): 3 clusters
  Score: Raw -128162.295644 + Penalty 2359.212742 = -125803.082903
  nChanged 5
		SP:Iteration 18Q (8655.500000 sec): 3 clusters
  Score: Raw -128165.403617 + Penalty 2359.212742 = -125806.190876
  nChanged 7
		SP:Iteration 19Q (8655.500000 sec): 3 clusters
  Score: Raw -128171.292094 + Penalty 2359.212742 = -125812.079352
  nChanged 6
		SP:Iteration 20F (8655.500000 sec): 3 clusters
  Score: Raw -128174.892304 + Penalty 2359.212742 = -125815.679562
  nChanged 3
		SP:Iteration 21Q (8655.510000 sec): 3 clusters
  Score: Raw -128178.544139 + Penalty 2359.212742 = -125819.331397
  nChanged 7
		SP:Iteration 22Q (8655.510000 sec): 3 clusters
  Score: Raw -128181.812111 + Penalty 2359.212742 = -125822.599369
  nChanged 2
		SP:Iteration 23Q (8655.520000 sec): 3 clusters
  Score: Raw -128182.641581 + Penalty 2359.212742 = -125823.428840
  nChanged 0
		SP:Iteration 24F (8655.520000 sec): 3 clusters
  Score: Raw -128182.641581 + Penalty 2359.212742 = -125823.428840
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.530000 sec): 2 clusters
  Score: Raw -176953.940705 + Penalty 1248.253559 = -175705.687146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.530000 sec): 3 clusters
  Score: Raw -176018.054683 + Penalty 2496.507118 = -173521.547565
  nChanged 759
		SP:Iteration 1F (8655.540000 sec): 3 clusters
  Score: Raw -176595.521256 + Penalty 2496.507118 = -174099.014138
  nChanged 225
		SP:Iteration 2F (8655.540000 sec): 3 clusters
  Score: Raw -176881.227199 + Penalty 2496.507118 = -174384.720081
  nChanged 178
		SP:Iteration 3F (8655.550000 sec): 3 clusters
  Score: Raw -177074.784567 + Penalty 2496.507118 = -174578.277449
  nChanged 126
		SP:Iteration 4F (8655.550000 sec): 3 clusters
  Score: Raw -177232.752872 + Penalty 2496.507118 = -174736.245754
  nChanged 112
		SP:Iteration 5F (8655.560000 sec): 3 clusters
  Score: Raw -177368.351442 + Penalty 2496.507118 = -174871.844324
  nChanged 94
		SP:Iteration 6Q (8655.560000 sec): 3 clusters
  Score: Raw -177466.648435 + Penalty 2496.507118 = -174970.141317
  nChanged 62
		SP:Iteration 7Q (8655.570000 sec): 3 clusters
  Score: Raw -177508.266222 + Penalty 2496.507118 = -175011.759104
  nChanged 44
		SP:Iteration 8Q (8655.570000 sec): 3 clusters
  Score: Raw -177534.332225 + Penalty 2496.507118 = -175037.825107
  nChanged 20
		SP:Iteration 9Q (8655.580000 sec): 3 clusters
  Score: Raw -177544.576168 + Penalty 2496.507118 = -175048.069050
  nChanged 11
		SP:Iteration 10Q (8655.580000 sec): 3 clusters
  Score: Raw -177549.577601 + Penalty 2496.507118 = -175053.070483
  nChanged 9
		SP:Iteration 11Q (8655.580000 sec): 3 clusters
  Score: Raw -177552.454377 + Penalty 2496.507118 = -175055.947259
  nChanged 3
		SP:Iteration 12Q (8655.590000 sec): 3 clusters
  Score: Raw -177553.964119 + Penalty 2496.507118 = -175057.457001
  nChanged 1
		SP:Iteration 13Q (8655.600000 sec): 3 clusters
  Score: Raw -177554.788115 + Penalty 2496.507118 = -175058.280997
  nChanged 3
		SP:Iteration 14Q (8655.600000 sec): 3 clusters
  Score: Raw -177555.283738 + Penalty 2496.507118 = -175058.776620
  nChanged 2
		SP:Iteration 15Q (8655.600000 sec): 3 clusters
  Score: Raw -177555.833728 + Penalty 2496.507118 = -175059.326610
  nChanged 0
		SP:Iteration 16F (8655.600000 sec): 3 clusters
  Score: Raw -177555.833728 + Penalty 2496.507118 = -175059.326610
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.610000 sec): 2 clusters
  Score: Raw -218218.160781 + Penalty 1256.438742 = -216961.722039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.620000 sec): 3 clusters
  Score: Raw -217201.295959 + Penalty 2512.877485 = -214688.418474
  nChanged 814
		SP:Iteration 1F (8655.620000 sec): 3 clusters
  Score: Raw -217811.616832 + Penalty 2512.877485 = -215298.739348
  nChanged 220
		SP:Iteration 2F (8655.630000 sec): 3 clusters
  Score: Raw -218028.194595 + Penalty 2512.877485 = -215515.317110
  nChanged 150
		SP:Iteration 3F (8655.640000 sec): 3 clusters
  Score: Raw -218170.589500 + Penalty 2512.877485 = -215657.712015
  nChanged 113
		SP:Iteration 4Q (8655.640000 sec): 3 clusters
  Score: Raw -218264.353052 + Penalty 2512.877485 = -215751.475568
  nChanged 82
		SP:Iteration 5Q (8655.640000 sec): 3 clusters
  Score: Raw -218324.240864 + Penalty 2512.877485 = -215811.363380
  nChanged 62
		SP:Iteration 6Q (8655.650000 sec): 3 clusters
  Score: Raw -218366.200968 + Penalty 2512.877485 = -215853.323483
  nChanged 52
		SP:Iteration 7Q (8655.660000 sec): 3 clusters
  Score: Raw -218397.810360 + Penalty 2512.877485 = -215884.932876
  nChanged 40
		SP:Iteration 8Q (8655.660000 sec): 3 clusters
  Score: Raw -218419.629325 + Penalty 2512.877485 = -215906.751841
  nChanged 29
		SP:Iteration 9Q (8655.670000 sec): 3 clusters
  Score: Raw -218436.542550 + Penalty 2512.877485 = -215923.665065
  nChanged 20
		SP:Iteration 10Q (8655.670000 sec): 3 clusters
  Score: Raw -218448.671257 + Penalty 2512.877485 = -215935.793773
  nChanged 17
		SP:Iteration 11Q (8655.680000 sec): 3 clusters
  Score: Raw -218458.721337 + Penalty 2512.877485 = -215945.843852
  nChanged 15
		SP:Iteration 12Q (8655.680000 sec): 3 clusters
  Score: Raw -218463.749876 + Penalty 2512.877485 = -215950.872391
  nChanged 11
		SP:Iteration 13Q (8655.690000 sec): 3 clusters
  Score: Raw -218468.796062 + Penalty 2512.877485 = -215955.918578
  nChanged 10
		SP:Iteration 14Q (8655.690000 sec): 3 clusters
  Score: Raw -218472.178660 + Penalty 2512.877485 = -215959.301175
  nChanged 2
		SP:Iteration 15Q (8655.700000 sec): 3 clusters
  Score: Raw -218472.558761 + Penalty 2512.877485 = -215959.681276
  nChanged 1
		SP:Iteration 16Q (8655.700000 sec): 3 clusters
  Score: Raw -218473.025975 + Penalty 2512.877485 = -215960.148490
  nChanged 0
		SP:Iteration 17F (8655.710000 sec): 3 clusters
  Score: Raw -218473.025975 + Penalty 2512.877485 = -215960.148490
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.720000 sec): 2 clusters
  Score: Raw -244962.501031 + Penalty 1266.658762 = -243695.842269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.720000 sec): 3 clusters
  Score: Raw -243860.752080 + Penalty 2533.317524 = -241327.434556
  nChanged 879
		SP:Iteration 1F (8655.730000 sec): 3 clusters
  Score: Raw -244377.476646 + Penalty 2533.317524 = -241844.159122
  nChanged 178
		SP:Iteration 2F (8655.730000 sec): 3 clusters
  Score: Raw -244504.660112 + Penalty 2533.317524 = -241971.342588
  nChanged 139
		SP:Iteration 3F (8655.740000 sec): 3 clusters
  Score: Raw -244602.356463 + Penalty 2533.317524 = -242069.038938
  nChanged 91
		SP:Iteration 4Q (8655.740000 sec): 3 clusters
  Score: Raw -244664.267670 + Penalty 2533.317524 = -242130.950145
  nChanged 91
		SP:Iteration 5Q (8655.750000 sec): 3 clusters
  Score: Raw -244737.430515 + Penalty 2533.317524 = -242204.112991
  nChanged 82
		SP:Iteration 6Q (8655.760000 sec): 3 clusters
  Score: Raw -244807.516281 + Penalty 2533.317524 = -242274.198757
  nChanged 75
		SP:Iteration 7Q (8655.760000 sec): 3 clusters
  Score: Raw -244867.297293 + Penalty 2533.317524 = -242333.979768
  nChanged 65
		SP:Iteration 8Q (8655.770000 sec): 3 clusters
  Score: Raw -244926.036140 + Penalty 2533.317524 = -242392.718616
  nChanged 57
		SP:Iteration 9Q (8655.770000 sec): 3 clusters
  Score: Raw -244985.757123 + Penalty 2533.317524 = -242452.439598
  nChanged 73
		SP:Iteration 10Q (8655.780000 sec): 3 clusters
  Score: Raw -245076.158767 + Penalty 2533.317524 = -242542.841242
  nChanged 74
		SP:Iteration 11Q (8655.780000 sec): 3 clusters
  Score: Raw -245152.489537 + Penalty 2533.317524 = -242619.172012
  nChanged 68
		SP:Iteration 12Q (8655.790000 sec): 3 clusters
  Score: Raw -245202.548816 + Penalty 2533.317524 = -242669.231292
  nChanged 58
		SP:Iteration 13Q (8655.800000 sec): 3 clusters
  Score: Raw -245242.675809 + Penalty 2533.317524 = -242709.358285
  nChanged 38
		SP:Iteration 14Q (8655.800000 sec): 3 clusters
  Score: Raw -245267.031188 + Penalty 2533.317524 = -242733.713664
  nChanged 27
		SP:Iteration 15Q (8655.800000 sec): 3 clusters
  Score: Raw -245284.928319 + Penalty 2533.317524 = -242751.610794
  nChanged 28
		SP:Iteration 16Q (8655.810000 sec): 3 clusters
  Score: Raw -245306.060238 + Penalty 2533.317524 = -242772.742713
  nChanged 29
		SP:Iteration 17Q (8655.820000 sec): 3 clusters
  Score: Raw -245331.231642 + Penalty 2533.317524 = -242797.914118
  nChanged 47
		SP:Iteration 18Q (8655.820000 sec): 3 clusters
  Score: Raw -245373.922178 + Penalty 2533.317524 = -242840.604653
  nChanged 42
		SP:Iteration 19Q (8655.820000 sec): 3 clusters
  Score: Raw -245407.957705 + Penalty 2533.317524 = -242874.640181
  nChanged 36
		SP:Iteration 20F (8655.830000 sec): 3 clusters
  Score: Raw -245430.476447 + Penalty 2533.317524 = -242897.158923
  nChanged 33
		SP:Iteration 21Q (8655.840000 sec): 3 clusters
  Score: Raw -245457.900883 + Penalty 2533.317524 = -242924.583358
  nChanged 33
		SP:Iteration 22Q (8655.840000 sec): 3 clusters
  Score: Raw -245488.249697 + Penalty 2533.317524 = -242954.932172
  nChanged 40
		SP:Iteration 23Q (8655.850000 sec): 3 clusters
  Score: Raw -245526.130719 + Penalty 2533.317524 = -242992.813194
  nChanged 33
		SP:Iteration 24Q (8655.850000 sec): 3 clusters
  Score: Raw -245549.102078 + Penalty 2533.317524 = -243015.784554
  nChanged 29
		SP:Iteration 25Q (8655.860000 sec): 3 clusters
  Score: Raw -245572.290387 + Penalty 2533.317524 = -243038.972863
  nChanged 25
		SP:Iteration 26Q (8655.860000 sec): 3 clusters
  Score: Raw -245586.896550 + Penalty 2533.317524 = -243053.579025
  nChanged 16
		SP:Iteration 27Q (8655.870000 sec): 3 clusters
  Score: Raw -245597.737229 + Penalty 2533.317524 = -243064.419704
  nChanged 17
		SP:Iteration 28Q (8655.870000 sec): 3 clusters
  Score: Raw -245608.339214 + Penalty 2533.317524 = -243075.021689
  nChanged 14
		SP:Iteration 29Q (8655.880000 sec): 3 clusters
  Score: Raw -245619.271547 + Penalty 2533.317524 = -243085.954023
  nChanged 19
		SP:Iteration 30Q (8655.880000 sec): 3 clusters
  Score: Raw -245637.027858 + Penalty 2533.317524 = -243103.710334
  nChanged 30
		SP:Iteration 31Q (8655.890000 sec): 3 clusters
  Score: Raw -245665.267837 + Penalty 2533.317524 = -243131.950312
  nChanged 32
		SP:Iteration 32Q (8655.890000 sec): 3 clusters
  Score: Raw -245702.064811 + Penalty 2533.317524 = -243168.747287
  nChanged 38
		SP:Iteration 33Q (8655.900000 sec): 3 clusters
  Score: Raw -245732.920783 + Penalty 2533.317524 = -243199.603258
  nChanged 26
		SP:Iteration 34Q (8655.900000 sec): 3 clusters
  Score: Raw -245756.251469 + Penalty 2533.317524 = -243222.933944
  nChanged 21
		SP:Iteration 35Q (8655.910000 sec): 3 clusters
  Score: Raw -245773.122782 + Penalty 2533.317524 = -243239.805257
  nChanged 18
		SP:Iteration 36Q (8655.910000 sec): 3 clusters
  Score: Raw -245793.121615 + Penalty 2533.317524 = -243259.804090
  nChanged 16
		SP:Iteration 37Q (8655.920000 sec): 3 clusters
  Score: Raw -245814.722176 + Penalty 2533.317524 = -243281.404651
  nChanged 17
		SP:Iteration 38Q (8655.920000 sec): 3 clusters
  Score: Raw -245837.173234 + Penalty 2533.317524 = -243303.855709
  nChanged 16
		SP:Iteration 39Q (8655.920000 sec): 3 clusters
  Score: Raw -245863.213262 + Penalty 2533.317524 = -243329.895738
  nChanged 26
		SP:Iteration 40F (8655.930000 sec): 3 clusters
  Score: Raw -245909.509333 + Penalty 2533.317524 = -243376.191809
  nChanged 25
		SP:Iteration 41Q (8655.940000 sec): 3 clusters
  Score: Raw -245945.111579 + Penalty 2533.317524 = -243411.794054
  nChanged 14
		SP:Iteration 42Q (8655.940000 sec): 3 clusters
  Score: Raw -245957.454936 + Penalty 2533.317524 = -243424.137412
  nChanged 11
		SP:Iteration 43Q (8655.940000 sec): 3 clusters
  Score: Raw -245964.536004 + Penalty 2533.317524 = -243431.218480
  nChanged 3
		SP:Iteration 44Q (8655.950000 sec): 3 clusters
  Score: Raw -245965.801281 + Penalty 2533.317524 = -243432.483756
  nChanged 2
		SP:Iteration 45Q (8655.950000 sec): 3 clusters
  Score: Raw -245966.378599 + Penalty 2533.317524 = -243433.061074
  nChanged 0
		SP:Iteration 46F (8655.960000 sec): 3 clusters
  Score: Raw -245966.378599 + Penalty 2533.317524 = -243433.061074
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8655.970000 sec): 2 clusters
  Score: Raw -155707.085654 + Penalty 1208.066825 = -154499.018829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8655.970000 sec): 3 clusters
  Score: Raw -155019.106314 + Penalty 2416.133649 = -152602.972665
  nChanged 591
		SP:Iteration 1F (8655.980000 sec): 3 clusters
  Score: Raw -155417.511545 + Penalty 2416.133649 = -153001.377896
  nChanged 129
		SP:Iteration 2F (8655.980000 sec): 3 clusters
  Score: Raw -155518.820241 + Penalty 2416.133649 = -153102.686591
  nChanged 90
		SP:Iteration 3F (8655.980000 sec): 3 clusters
  Score: Raw -155591.562652 + Penalty 2416.133649 = -153175.429003
  nChanged 69
		SP:Iteration 4Q (8655.990000 sec): 3 clusters
  Score: Raw -155661.652841 + Penalty 2416.133649 = -153245.519191
  nChanged 65
		SP:Iteration 5Q (8655.990000 sec): 3 clusters
  Score: Raw -155722.952802 + Penalty 2416.133649 = -153306.819153
  nChanged 62
		SP:Iteration 6Q (8656.000000 sec): 3 clusters
  Score: Raw -155773.297896 + Penalty 2416.133649 = -153357.164247
  nChanged 60
		SP:Iteration 7Q (8656.000000 sec): 3 clusters
  Score: Raw -155836.260144 + Penalty 2416.133649 = -153420.126495
  nChanged 58
		SP:Iteration 8Q (8656.000000 sec): 3 clusters
  Score: Raw -155889.560599 + Penalty 2416.133649 = -153473.426950
  nChanged 41
		SP:Iteration 9Q (8656.000000 sec): 3 clusters
  Score: Raw -155921.364565 + Penalty 2416.133649 = -153505.230915
  nChanged 34
		SP:Iteration 10Q (8656.010000 sec): 3 clusters
  Score: Raw -155946.586237 + Penalty 2416.133649 = -153530.452588
  nChanged 29
		SP:Iteration 11Q (8656.010000 sec): 3 clusters
  Score: Raw -155980.037168 + Penalty 2416.133649 = -153563.903519
  nChanged 31
		SP:Iteration 12Q (8656.020000 sec): 3 clusters
  Score: Raw -156003.686428 + Penalty 2416.133649 = -153587.552779
  nChanged 27
		SP:Iteration 13Q (8656.020000 sec): 3 clusters
  Score: Raw -156020.186357 + Penalty 2416.133649 = -153604.052707
  nChanged 21
		SP:Iteration 14Q (8656.020000 sec): 3 clusters
  Score: Raw -156034.885914 + Penalty 2416.133649 = -153618.752264
  nChanged 18
		SP:Iteration 15Q (8656.030000 sec): 3 clusters
  Score: Raw -156045.585807 + Penalty 2416.133649 = -153629.452158
  nChanged 12
		SP:Iteration 16Q (8656.030000 sec): 3 clusters
  Score: Raw -156054.669888 + Penalty 2416.133649 = -153638.536239
  nChanged 7
		SP:Iteration 17Q (8656.040000 sec): 3 clusters
  Score: Raw -156059.035960 + Penalty 2416.133649 = -153642.902310
  nChanged 8
		SP:Iteration 18Q (8656.040000 sec): 3 clusters
  Score: Raw -156062.720424 + Penalty 2416.133649 = -153646.586775
  nChanged 2
		SP:Iteration 19Q (8656.040000 sec): 3 clusters
  Score: Raw -156063.678732 + Penalty 2416.133649 = -153647.545082
  nChanged 1
		SP:Iteration 20F (8656.050000 sec): 3 clusters
  Score: Raw -156064.408590 + Penalty 2416.133649 = -153648.274941
  nChanged 3
		SP:Iteration 21Q (8656.050000 sec): 3 clusters
  Score: Raw -156066.262404 + Penalty 2416.133649 = -153650.128755
  nChanged 3
		SP:Iteration 22Q (8656.060000 sec): 3 clusters
  Score: Raw -156067.847407 + Penalty 2416.133649 = -153651.713758
  nChanged 2
		SP:Iteration 23Q (8656.060000 sec): 3 clusters
  Score: Raw -156069.851962 + Penalty 2416.133649 = -153653.718313
  nChanged 4
		SP:Iteration 24Q (8656.060000 sec): 3 clusters
  Score: Raw -156074.348199 + Penalty 2416.133649 = -153658.214550
  nChanged 3
		SP:Iteration 25Q (8656.070000 sec): 3 clusters
  Score: Raw -156076.853868 + Penalty 2416.133649 = -153660.720219
  nChanged 2
		SP:Iteration 26Q (8656.070000 sec): 3 clusters
  Score: Raw -156078.366129 + Penalty 2416.133649 = -153662.232480
  nChanged 1
		SP:Iteration 27Q (8656.080000 sec): 3 clusters
  Score: Raw -156079.164899 + Penalty 2416.133649 = -153663.031250
  nChanged 4
		SP:Iteration 28Q (8656.080000 sec): 3 clusters
  Score: Raw -156081.385668 + Penalty 2416.133649 = -153665.252019
  nChanged 3
		SP:Iteration 29Q (8656.080000 sec): 3 clusters
  Score: Raw -156082.756877 + Penalty 2416.133649 = -153666.623227
  nChanged 0
		SP:Iteration 30F (8656.090000 sec): 3 clusters
  Score: Raw -156082.756877 + Penalty 2416.133649 = -153666.623227
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8656.100000 sec): 2 clusters
  Score: Raw -413436.940267 + Penalty 1356.483441 = -412080.456826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8656.110000 sec): 3 clusters
  Score: Raw -411400.160823 + Penalty 2712.966882 = -408687.193940
  nChanged 1592
		SP:Iteration 1F (8656.120000 sec): 3 clusters
  Score: Raw -412329.546810 + Penalty 2712.966882 = -409616.579928
  nChanged 298
		SP:Iteration 2F (8656.130000 sec): 3 clusters
  Score: Raw -412544.087344 + Penalty 2712.966882 = -409831.120462
  nChanged 225
		SP:Iteration 3F (8656.140000 sec): 3 clusters
  Score: Raw -412741.013867 + Penalty 2712.966882 = -410028.046985
  nChanged 205
		SP:Iteration 4Q (8656.150000 sec): 3 clusters
  Score: Raw -412902.820462 + Penalty 2712.966882 = -410189.853580
  nChanged 177
		SP:Iteration 5Q (8656.160000 sec): 3 clusters
  Score: Raw -413018.660238 + Penalty 2712.966882 = -410305.693356
  nChanged 176
		SP:Iteration 6Q (8656.170000 sec): 3 clusters
  Score: Raw -413119.295077 + Penalty 2712.966882 = -410406.328194
  nChanged 160
		SP:Iteration 7Q (8656.180000 sec): 3 clusters
  Score: Raw -413221.407636 + Penalty 2712.966882 = -410508.440754
  nChanged 137
		SP:Iteration 8Q (8656.190000 sec): 3 clusters
  Score: Raw -413313.510738 + Penalty 2712.966882 = -410600.543856
  nChanged 148
		SP:Iteration 9Q (8656.200000 sec): 3 clusters
  Score: Raw -413415.334832 + Penalty 2712.966882 = -410702.367950
  nChanged 139
		SP:Iteration 10Q (8656.210000 sec): 3 clusters
  Score: Raw -413518.236872 + Penalty 2712.966882 = -410805.269990
  nChanged 139
		SP:Iteration 11Q (8656.220000 sec): 3 clusters
  Score: Raw -413635.803527 + Penalty 2712.966882 = -410922.836644
  nChanged 161
		SP:Iteration 12Q (8656.220000 sec): 3 clusters
  Score: Raw -413820.587634 + Penalty 2712.966882 = -411107.620752
  nChanged 192
		SP:Iteration 13Q (8656.240000 sec): 3 clusters
  Score: Raw -414036.841444 + Penalty 2712.966882 = -411323.874561
  nChanged 165
		SP:Iteration 14Q (8656.240000 sec): 3 clusters
  Score: Raw -414229.767978 + Penalty 2712.966882 = -411516.801096
  nChanged 132
		SP:Iteration 15Q (8656.250000 sec): 3 clusters
  Score: Raw -414367.277055 + Penalty 2712.966882 = -411654.310173
  nChanged 84
		SP:Iteration 16Q (8656.260000 sec): 3 clusters
  Score: Raw -414417.268866 + Penalty 2712.966882 = -411704.301984
  nChanged 37
		SP:Iteration 17Q (8656.270000 sec): 3 clusters
  Score: Raw -414432.702744 + Penalty 2712.966882 = -411719.735862
  nChanged 20
		SP:Iteration 18Q (8656.280000 sec): 3 clusters
  Score: Raw -414440.203306 + Penalty 2712.966882 = -411727.236424
  nChanged 13
		SP:Iteration 19Q (8656.280000 sec): 3 clusters
  Score: Raw -414443.802376 + Penalty 2712.966882 = -411730.835494
  nChanged 10
		SP:Iteration 20F (8656.300000 sec): 3 clusters
  Score: Raw -414447.510689 + Penalty 2712.966882 = -411734.543807
  nChanged 7
		SP:Iteration 21Q (8656.300000 sec): 3 clusters
  Score: Raw -414449.622191 + Penalty 2712.966882 = -411736.655309
  nChanged 3
		SP:Iteration 22Q (8656.310000 sec): 3 clusters
  Score: Raw -414450.424287 + Penalty 2712.966882 = -411737.457405
  nChanged 2
		SP:Iteration 23Q (8656.320000 sec): 3 clusters
  Score: Raw -414450.921010 + Penalty 2712.966882 = -411737.954128
  nChanged 3
		SP:Iteration 24Q (8656.330000 sec): 3 clusters
  Score: Raw -414451.828146 + Penalty 2712.966882 = -411738.861264
  nChanged 1
		SP:Iteration 25Q (8656.340000 sec): 3 clusters
  Score: Raw -414451.970134 + Penalty 2712.966882 = -411739.003252
  nChanged 0
		SP:Iteration 26F (8656.350000 sec): 3 clusters
  Score: Raw -414451.970134 + Penalty 2712.966882 = -411739.003252
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8656.360000 sec): 2 clusters
  Score: Raw -256245.706230 + Penalty 1285.828248 = -254959.877982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8656.360000 sec): 3 clusters
  Score: Raw -254992.157691 + Penalty 2571.656497 = -252420.501194
  nChanged 985
		SP:Iteration 1F (8656.370000 sec): 3 clusters
  Score: Raw -255612.615474 + Penalty 2571.656497 = -253040.958977
  nChanged 220
		SP:Iteration 2F (8656.380000 sec): 3 clusters
  Score: Raw -255759.097883 + Penalty 2571.656497 = -253187.441386
  nChanged 130
		SP:Iteration 3Q (8656.380000 sec): 3 clusters
  Score: Raw -255851.577268 + Penalty 2571.656497 = -253279.920771
  nChanged 102
		SP:Iteration 4Q (8656.390000 sec): 3 clusters
  Score: Raw -255907.992837 + Penalty 2571.656497 = -253336.336340
  nChanged 62
		SP:Iteration 5Q (8656.400000 sec): 3 clusters
  Score: Raw -255938.319725 + Penalty 2571.656497 = -253366.663228
  nChanged 46
		SP:Iteration 6Q (8656.400000 sec): 3 clusters
  Score: Raw -255966.165747 + Penalty 2571.656497 = -253394.509251
  nChanged 41
		SP:Iteration 7Q (8656.410000 sec): 3 clusters
  Score: Raw -255985.087882 + Penalty 2571.656497 = -253413.431386
  nChanged 36
		SP:Iteration 8Q (8656.420000 sec): 3 clusters
  Score: Raw -256005.832293 + Penalty 2571.656497 = -253434.175797
  nChanged 38
		SP:Iteration 9Q (8656.420000 sec): 3 clusters
  Score: Raw -256023.860655 + Penalty 2571.656497 = -253452.204158
  nChanged 36
		SP:Iteration 10Q (8656.430000 sec): 3 clusters
  Score: Raw -256038.720917 + Penalty 2571.656497 = -253467.064420
  nChanged 39
		SP:Iteration 11Q (8656.430000 sec): 3 clusters
  Score: Raw -256053.560300 + Penalty 2571.656497 = -253481.903803
  nChanged 30
		SP:Iteration 12Q (8656.440000 sec): 3 clusters
  Score: Raw -256067.718480 + Penalty 2571.656497 = -253496.061983
  nChanged 32
		SP:Iteration 13Q (8656.440000 sec): 3 clusters
  Score: Raw -256083.466948 + Penalty 2571.656497 = -253511.810451
  nChanged 29
		SP:Iteration 14Q (8656.450000 sec): 3 clusters
  Score: Raw -256098.035481 + Penalty 2571.656497 = -253526.378985
  nChanged 32
		SP:Iteration 15Q (8656.460000 sec): 3 clusters
  Score: Raw -256111.203166 + Penalty 2571.656497 = -253539.546669
  nChanged 24
		SP:Iteration 16Q (8656.460000 sec): 3 clusters
  Score: Raw -256119.218858 + Penalty 2571.656497 = -253547.562361
  nChanged 21
		SP:Iteration 17Q (8656.470000 sec): 3 clusters
  Score: Raw -256126.521610 + Penalty 2571.656497 = -253554.865113
  nChanged 20
		SP:Iteration 18Q (8656.480000 sec): 3 clusters
  Score: Raw -256135.254484 + Penalty 2571.656497 = -253563.597987
  nChanged 22
		SP:Iteration 19Q (8656.480000 sec): 3 clusters
  Score: Raw -256146.906060 + Penalty 2571.656497 = -253575.249564
  nChanged 19
		SP:Iteration 20F (8656.490000 sec): 3 clusters
  Score: Raw -256156.117504 + Penalty 2571.656497 = -253584.461007
  nChanged 20
		SP:Iteration 21Q (8656.500000 sec): 3 clusters
  Score: Raw -256165.117696 + Penalty 2571.656497 = -253593.461199
  nChanged 19
		SP:Iteration 22Q (8656.500000 sec): 3 clusters
  Score: Raw -256173.524262 + Penalty 2571.656497 = -253601.867765
  nChanged 20
		SP:Iteration 23Q (8656.510000 sec): 3 clusters
  Score: Raw -256185.674766 + Penalty 2571.656497 = -253614.018269
  nChanged 19
		SP:Iteration 24Q (8656.520000 sec): 3 clusters
  Score: Raw -256196.339667 + Penalty 2571.656497 = -253624.683170
  nChanged 21
		SP:Iteration 25Q (8656.520000 sec): 3 clusters
  Score: Raw -256208.955147 + Penalty 2571.656497 = -253637.298650
  nChanged 25
		SP:Iteration 26Q (8656.530000 sec): 3 clusters
  Score: Raw -256224.895339 + Penalty 2571.656497 = -253653.238842
  nChanged 31
		SP:Iteration 27Q (8656.530000 sec): 3 clusters
  Score: Raw -256243.027644 + Penalty 2571.656497 = -253671.371148
  nChanged 32
		SP:Iteration 28Q (8656.540000 sec): 3 clusters
  Score: Raw -256263.268034 + Penalty 2571.656497 = -253691.611537
  nChanged 41
		SP:Iteration 29Q (8656.540000 sec): 3 clusters
  Score: Raw -256284.333175 + Penalty 2571.656497 = -253712.676678
  nChanged 26
		SP:Iteration 30Q (8656.550000 sec): 3 clusters
  Score: Raw -256294.967561 + Penalty 2571.656497 = -253723.311065
  nChanged 16
		SP:Iteration 31Q (8656.560000 sec): 3 clusters
  Score: Raw -256302.236795 + Penalty 2571.656497 = -253730.580298
  nChanged 15
		SP:Iteration 32Q (8656.560000 sec): 3 clusters
  Score: Raw -256307.431297 + Penalty 2571.656497 = -253735.774801
  nChanged 11
		SP:Iteration 33Q (8656.570000 sec): 3 clusters
  Score: Raw -256313.554946 + Penalty 2571.656497 = -253741.898449
  nChanged 16
		SP:Iteration 34Q (8656.580000 sec): 3 clusters
  Score: Raw -256319.171790 + Penalty 2571.656497 = -253747.515294
  nChanged 7
		SP:Iteration 35Q (8656.580000 sec): 3 clusters
  Score: Raw -256322.227872 + Penalty 2571.656497 = -253750.571376
  nChanged 9
		SP:Iteration 36Q (8656.590000 sec): 3 clusters
  Score: Raw -256325.548492 + Penalty 2571.656497 = -253753.891996
  nChanged 9
		SP:Iteration 37Q (8656.600000 sec): 3 clusters
  Score: Raw -256329.652696 + Penalty 2571.656497 = -253757.996199
  nChanged 8
		SP:Iteration 38Q (8656.600000 sec): 3 clusters
  Score: Raw -256331.658318 + Penalty 2571.656497 = -253760.001822
  nChanged 10
		SP:Iteration 39Q (8656.610000 sec): 3 clusters
  Score: Raw -256334.159058 + Penalty 2571.656497 = -253762.502561
  nChanged 11
		SP:Iteration 40F (8656.610000 sec): 3 clusters
  Score: Raw -256338.451535 + Penalty 2571.656497 = -253766.795038
  nChanged 13
		SP:Iteration 41Q (8656.620000 sec): 3 clusters
  Score: Raw -256342.983693 + Penalty 2571.656497 = -253771.327196
  nChanged 6
		SP:Iteration 42Q (8656.620000 sec): 3 clusters
  Score: Raw -256345.371268 + Penalty 2571.656497 = -253773.714771
  nChanged 8
		SP:Iteration 43Q (8656.630000 sec): 3 clusters
  Score: Raw -256348.709932 + Penalty 2571.656497 = -253777.053435
  nChanged 11
		SP:Iteration 44Q (8656.640000 sec): 3 clusters
  Score: Raw -256351.306752 + Penalty 2571.656497 = -253779.650255
  nChanged 7
		SP:Iteration 45Q (8656.640000 sec): 3 clusters
  Score: Raw -256353.236674 + Penalty 2571.656497 = -253781.580177
  nChanged 6
		SP:Iteration 46Q (8656.650000 sec): 3 clusters
  Score: Raw -256354.490344 + Penalty 2571.656497 = -253782.833847
  nChanged 2
		SP:Iteration 47Q (8656.660000 sec): 3 clusters
  Score: Raw -256354.860647 + Penalty 2571.656497 = -253783.204150
  nChanged 1
		SP:Iteration 48Q (8656.660000 sec): 3 clusters
  Score: Raw -256355.070530 + Penalty 2571.656497 = -253783.414033
  nChanged 0
		SP:Iteration 49F (8656.670000 sec): 3 clusters
  Score: Raw -256355.070530 + Penalty 2571.656497 = -253783.414033
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8656.680000 sec): 2 clusters
  Score: Raw -207622.496678 + Penalty 1251.003453 = -206371.493225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8656.680000 sec): 3 clusters
  Score: Raw -206673.077621 + Penalty 2502.006906 = -204171.070715
  nChanged 790
		SP:Iteration 1F (8656.680000 sec): 3 clusters
  Score: Raw -207183.560816 + Penalty 2502.006906 = -204681.553910
  nChanged 176
		SP:Iteration 2F (8656.690000 sec): 3 clusters
  Score: Raw -207333.993098 + Penalty 2502.006906 = -204831.986192
  nChanged 94
		SP:Iteration 3Q (8656.700000 sec): 3 clusters
  Score: Raw -207401.770658 + Penalty 2502.006906 = -204899.763752
  nChanged 77
		SP:Iteration 4Q (8656.700000 sec): 3 clusters
  Score: Raw -207465.720280 + Penalty 2502.006906 = -204963.713374
  nChanged 76
		SP:Iteration 5Q (8656.710000 sec): 3 clusters
  Score: Raw -207527.345365 + Penalty 2502.006906 = -205025.338459
  nChanged 73
		SP:Iteration 6Q (8656.710000 sec): 3 clusters
  Score: Raw -207592.920085 + Penalty 2502.006906 = -205090.913179
  nChanged 70
		SP:Iteration 7Q (8656.720000 sec): 3 clusters
  Score: Raw -207658.723899 + Penalty 2502.006906 = -205156.716993
  nChanged 64
		SP:Iteration 8Q (8656.720000 sec): 3 clusters
  Score: Raw -207734.452157 + Penalty 2502.006906 = -205232.445251
  nChanged 76
		SP:Iteration 9Q (8656.730000 sec): 3 clusters
  Score: Raw -207823.049318 + Penalty 2502.006906 = -205321.042412
  nChanged 90
		SP:Iteration 10Q (8656.730000 sec): 3 clusters
  Score: Raw -207918.880234 + Penalty 2502.006906 = -205416.873328
  nChanged 90
		SP:Iteration 11Q (8656.740000 sec): 3 clusters
  Score: Raw -208034.246297 + Penalty 2502.006906 = -205532.239391
  nChanged 90
		SP:Iteration 12Q (8656.740000 sec): 3 clusters
  Score: Raw -208160.308745 + Penalty 2502.006906 = -205658.301839
  nChanged 94
		SP:Iteration 13Q (8656.740000 sec): 3 clusters
  Score: Raw -208258.035497 + Penalty 2502.006906 = -205756.028591
  nChanged 66
		SP:Iteration 14Q (8656.750000 sec): 3 clusters
  Score: Raw -208316.062515 + Penalty 2502.006906 = -205814.055609
  nChanged 54
		SP:Iteration 15Q (8656.760000 sec): 3 clusters
  Score: Raw -208364.199487 + Penalty 2502.006906 = -205862.192581
  nChanged 33
		SP:Iteration 16Q (8656.760000 sec): 3 clusters
  Score: Raw -208395.797918 + Penalty 2502.006906 = -205893.791012
  nChanged 30
		SP:Iteration 17Q (8656.760000 sec): 3 clusters
  Score: Raw -208422.172747 + Penalty 2502.006906 = -205920.165841
  nChanged 24
		SP:Iteration 18Q (8656.770000 sec): 3 clusters
  Score: Raw -208442.932118 + Penalty 2502.006906 = -205940.925212
  nChanged 23
		SP:Iteration 19Q (8656.770000 sec): 3 clusters
  Score: Raw -208459.917384 + Penalty 2502.006906 = -205957.910478
  nChanged 21
		SP:Iteration 20F (8656.780000 sec): 3 clusters
  Score: Raw -208478.130643 + Penalty 2502.006906 = -205976.123737
  nChanged 16
		SP:Iteration 21Q (8656.780000 sec): 3 clusters
  Score: Raw -208493.456445 + Penalty 2502.006906 = -205991.449539
  nChanged 22
		SP:Iteration 22Q (8656.790000 sec): 3 clusters
  Score: Raw -208508.231430 + Penalty 2502.006906 = -206006.224524
  nChanged 15
		SP:Iteration 23Q (8656.790000 sec): 3 clusters
  Score: Raw -208520.983506 + Penalty 2502.006906 = -206018.976600
  nChanged 10
		SP:Iteration 24Q (8656.800000 sec): 3 clusters
  Score: Raw -208530.998161 + Penalty 2502.006906 = -206028.991255
  nChanged 12
		SP:Iteration 25Q (8656.800000 sec): 3 clusters
  Score: Raw -208540.534775 + Penalty 2502.006906 = -206038.527869
  nChanged 8
		SP:Iteration 26Q (8656.800000 sec): 3 clusters
  Score: Raw -208545.130582 + Penalty 2502.006906 = -206043.123676
  nChanged 7
		SP:Iteration 27Q (8656.810000 sec): 3 clusters
  Score: Raw -208552.328660 + Penalty 2502.006906 = -206050.321754
  nChanged 6
		SP:Iteration 28Q (8656.810000 sec): 3 clusters
  Score: Raw -208556.721648 + Penalty 2502.006906 = -206054.714742
  nChanged 7
		SP:Iteration 29Q (8656.820000 sec): 3 clusters
  Score: Raw -208562.858454 + Penalty 2502.006906 = -206060.851548
  nChanged 4
		SP:Iteration 30Q (8656.820000 sec): 3 clusters
  Score: Raw -208564.986206 + Penalty 2502.006906 = -206062.979300
  nChanged 4
		SP:Iteration 31Q (8656.820000 sec): 3 clusters
  Score: Raw -208567.693953 + Penalty 2502.006906 = -206065.687047
  nChanged 4
		SP:Iteration 32Q (8656.830000 sec): 3 clusters
  Score: Raw -208569.976823 + Penalty 2502.006906 = -206067.969917
  nChanged 5
		SP:Iteration 33Q (8656.830000 sec): 3 clusters
  Score: Raw -208571.590545 + Penalty 2502.006906 = -206069.583639
  nChanged 2
		SP:Iteration 34Q (8656.840000 sec): 3 clusters
  Score: Raw -208572.235238 + Penalty 2502.006906 = -206070.228332
  nChanged 1
		SP:Iteration 35Q (8656.840000 sec): 3 clusters
  Score: Raw -208572.432187 + Penalty 2502.006906 = -206070.425281
  nChanged 3
		SP:Iteration 36Q (8656.840000 sec): 3 clusters
  Score: Raw -208573.938147 + Penalty 2502.006906 = -206071.931241
  nChanged 2
		SP:Iteration 37Q (8656.850000 sec): 3 clusters
  Score: Raw -208574.640320 + Penalty 2502.006906 = -206072.633414
  nChanged 0
		SP:Iteration 38F (8656.850000 sec): 3 clusters
  Score: Raw -208574.640320 + Penalty 2502.006906 = -206072.633414
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8656.870000 sec): 2 clusters
  Score: Raw -400534.614341 + Penalty 1354.429640 = -399180.184701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8656.880000 sec): 3 clusters
  Score: Raw -398403.629026 + Penalty 2708.859280 = -395694.769746
  nChanged 1681
		SP:Iteration 1F (8656.890000 sec): 3 clusters
  Score: Raw -399419.069271 + Penalty 2708.859280 = -396710.209991
  nChanged 349
		SP:Iteration 2F (8656.900000 sec): 3 clusters
  Score: Raw -399696.749217 + Penalty 2708.859280 = -396987.889937
  nChanged 294
		SP:Iteration 3F (8656.910000 sec): 3 clusters
  Score: Raw -399936.309027 + Penalty 2708.859280 = -397227.449746
  nChanged 243
		SP:Iteration 4F (8656.920000 sec): 3 clusters
  Score: Raw -400119.960475 + Penalty 2708.859280 = -397411.101194
  nChanged 211
		SP:Iteration 5F (8656.930000 sec): 3 clusters
  Score: Raw -400259.489279 + Penalty 2708.859280 = -397550.629999
  nChanged 153
		SP:Iteration 6Q (8656.940000 sec): 3 clusters
  Score: Raw -400353.793849 + Penalty 2708.859280 = -397644.934569
  nChanged 137
		SP:Iteration 7Q (8656.940000 sec): 3 clusters
  Score: Raw -400439.866850 + Penalty 2708.859280 = -397731.007570
  nChanged 117
		SP:Iteration 8Q (8656.960000 sec): 3 clusters
  Score: Raw -400503.853815 + Penalty 2708.859280 = -397794.994535
  nChanged 86
		SP:Iteration 9Q (8656.960000 sec): 3 clusters
  Score: Raw -400559.968545 + Penalty 2708.859280 = -397851.109264
  nChanged 96
		SP:Iteration 10Q (8656.970000 sec): 3 clusters
  Score: Raw -400633.079038 + Penalty 2708.859280 = -397924.219757
  nChanged 132
		SP:Iteration 11Q (8656.980000 sec): 3 clusters
  Score: Raw -400724.378370 + Penalty 2708.859280 = -398015.519089
  nChanged 93
		SP:Iteration 12Q (8656.990000 sec): 3 clusters
  Score: Raw -400778.429400 + Penalty 2708.859280 = -398069.570119
  nChanged 84
		SP:Iteration 13Q (8657.000000 sec): 3 clusters
  Score: Raw -400822.938359 + Penalty 2708.859280 = -398114.079079
  nChanged 67
		SP:Iteration 14Q (8657.010000 sec): 3 clusters
  Score: Raw -400855.682877 + Penalty 2708.859280 = -398146.823597
  nChanged 55
		SP:Iteration 15Q (8657.020000 sec): 3 clusters
  Score: Raw -400874.375301 + Penalty 2708.859280 = -398165.516021
  nChanged 32
		SP:Iteration 16Q (8657.030000 sec): 3 clusters
  Score: Raw -400886.844300 + Penalty 2708.859280 = -398177.985020
  nChanged 34
		SP:Iteration 17Q (8657.040000 sec): 3 clusters
  Score: Raw -400900.568205 + Penalty 2708.859280 = -398191.708925
  nChanged 27
		SP:Iteration 18Q (8657.050000 sec): 3 clusters
  Score: Raw -400912.227368 + Penalty 2708.859280 = -398203.368088
  nChanged 23
		SP:Iteration 19Q (8657.060000 sec): 3 clusters
  Score: Raw -400920.865494 + Penalty 2708.859280 = -398212.006213
  nChanged 21
		SP:Iteration 20F (8657.070000 sec): 3 clusters
  Score: Raw -400928.007675 + Penalty 2708.859280 = -398219.148394
  nChanged 17
		SP:Iteration 21Q (8657.080000 sec): 3 clusters
  Score: Raw -400932.981994 + Penalty 2708.859280 = -398224.122713
  nChanged 12
		SP:Iteration 22Q (8657.080000 sec): 3 clusters
  Score: Raw -400936.569393 + Penalty 2708.859280 = -398227.710112
  nChanged 10
		SP:Iteration 23Q (8657.090000 sec): 3 clusters
  Score: Raw -400939.677716 + Penalty 2708.859280 = -398230.818435
  nChanged 8
		SP:Iteration 24Q (8657.100000 sec): 3 clusters
  Score: Raw -400941.077551 + Penalty 2708.859280 = -398232.218271
  nChanged 5
		SP:Iteration 25Q (8657.110000 sec): 3 clusters
  Score: Raw -400942.822578 + Penalty 2708.859280 = -398233.963298
  nChanged 9
		SP:Iteration 26Q (8657.120000 sec): 3 clusters
  Score: Raw -400945.860401 + Penalty 2708.859280 = -398237.001121
  nChanged 10
		SP:Iteration 27Q (8657.130000 sec): 3 clusters
  Score: Raw -400947.783629 + Penalty 2708.859280 = -398238.924349
  nChanged 3
		SP:Iteration 28Q (8657.140000 sec): 3 clusters
  Score: Raw -400948.415813 + Penalty 2708.859280 = -398239.556532
  nChanged 2
		SP:Iteration 29Q (8657.150000 sec): 3 clusters
  Score: Raw -400949.033333 + Penalty 2708.859280 = -398240.174053
  nChanged 2
		SP:Iteration 30Q (8657.160000 sec): 3 clusters
  Score: Raw -400950.074110 + Penalty 2708.859280 = -398241.214830
  nChanged 3
		SP:Iteration 31Q (8657.160000 sec): 3 clusters
  Score: Raw -400950.809428 + Penalty 2708.859280 = -398241.950148
  nChanged 4
		SP:Iteration 32Q (8657.180000 sec): 3 clusters
  Score: Raw -400951.309786 + Penalty 2708.859280 = -398242.450506
  nChanged 1
		SP:Iteration 33Q (8657.180000 sec): 3 clusters
  Score: Raw -400951.478350 + Penalty 2708.859280 = -398242.619070
  nChanged 0
		SP:Iteration 34F (8657.190000 sec): 3 clusters
  Score: Raw -400951.478350 + Penalty 2708.859280 = -398242.619070
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (60945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8657.380000 sec): 2 clusters
  Score: Raw -6258587.704157 + Penalty 1790.380653 = -6256797.323504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8657.530000 sec): 3 clusters
  Score: Raw -6219696.355462 + Penalty 3580.761307 = -6216115.594156
  nChanged 28731
		SP:Iteration 1F (8657.680000 sec): 3 clusters
  Score: Raw -6236349.218184 + Penalty 3580.761307 = -6232768.456877
  nChanged 2452
		SP:Iteration 2Q (8657.850000 sec): 3 clusters
  Score: Raw -6237133.636590 + Penalty 3580.761307 = -6233552.875283
  nChanged 2685
		SP:Iteration 3Q (8658.010000 sec): 3 clusters
  Score: Raw -6238164.927939 + Penalty 3580.761307 = -6234584.166633
  nChanged 3057
		SP:Iteration 4F (8658.160000 sec): 3 clusters
  Score: Raw -6239502.605376 + Penalty 3580.761307 = -6235921.844070
  nChanged 3400
		SP:Iteration 5F (8658.320000 sec): 3 clusters
  Score: Raw -6241154.899418 + Penalty 3580.761307 = -6237574.138112
  nChanged 3515
		SP:Iteration 6F (8658.480000 sec): 3 clusters
  Score: Raw -6243029.659315 + Penalty 3580.761307 = -6239448.898008
  nChanged 3453
		SP:Iteration 7F (8658.630000 sec): 3 clusters
  Score: Raw -6244940.160856 + Penalty 3580.761307 = -6241359.399549
  nChanged 3273
		SP:Iteration 8F (8658.780000 sec): 3 clusters
  Score: Raw -6246846.191999 + Penalty 3580.761307 = -6243265.430692
  nChanged 2924
		SP:Iteration 9Q (8658.940000 sec): 3 clusters
  Score: Raw -6248749.201332 + Penalty 3580.761307 = -6245168.440026
  nChanged 2547
		SP:Iteration 10Q (8659.100000 sec): 3 clusters
  Score: Raw -6250581.884296 + Penalty 3580.761307 = -6247001.122989
  nChanged 2216
		SP:Iteration 11Q (8659.250000 sec): 3 clusters
  Score: Raw -6252216.956951 + Penalty 3580.761307 = -6248636.195644
  nChanged 1787
		SP:Iteration 12Q (8659.400000 sec): 3 clusters
  Score: Raw -6253506.225364 + Penalty 3580.761307 = -6249925.464057
  nChanged 1388
		SP:Iteration 13Q (8659.540000 sec): 3 clusters
  Score: Raw -6254460.140874 + Penalty 3580.761307 = -6250879.379567
  nChanged 1162
		SP:Iteration 14Q (8659.680000 sec): 3 clusters
  Score: Raw -6255293.477159 + Penalty 3580.761307 = -6251712.715852
  nChanged 1046
		SP:Iteration 15Q (8659.820000 sec): 3 clusters
  Score: Raw -6256028.532337 + Penalty 3580.761307 = -6252447.771030
  nChanged 917
		SP:Iteration 16Q (8659.950000 sec): 3 clusters
  Score: Raw -6256589.167444 + Penalty 3580.761307 = -6253008.406137
  nChanged 759
		SP:Iteration 17Q (8660.080000 sec): 3 clusters
  Score: Raw -6256977.420720 + Penalty 3580.761307 = -6253396.659414
  nChanged 625
		SP:Iteration 18Q (8660.210000 sec): 3 clusters
  Score: Raw -6257224.096481 + Penalty 3580.761307 = -6253643.335174
  nChanged 502
		SP:Iteration 19Q (8660.340000 sec): 3 clusters
  Score: Raw -6257384.151747 + Penalty 3580.761307 = -6253803.390440
  nChanged 403
		SP:Iteration 20F (8660.490000 sec): 3 clusters
  Score: Raw -6257496.635919 + Penalty 3580.761307 = -6253915.874613
  nChanged 320
		SP:Iteration 21Q (8660.610000 sec): 3 clusters
  Score: Raw -6257572.724400 + Penalty 3580.761307 = -6253991.963094
  nChanged 290
		SP:Iteration 22Q (8660.740000 sec): 3 clusters
  Score: Raw -6257634.930664 + Penalty 3580.761307 = -6254054.169358
  nChanged 222
		SP:Iteration 23Q (8660.860000 sec): 3 clusters
  Score: Raw -6257679.229142 + Penalty 3580.761307 = -6254098.467835
  nChanged 191
		SP:Iteration 24Q (8660.980000 sec): 3 clusters
  Score: Raw -6257713.245015 + Penalty 3580.761307 = -6254132.483709
  nChanged 189
		SP:Iteration 25Q (8661.100000 sec): 3 clusters
  Score: Raw -6257746.552244 + Penalty 3580.761307 = -6254165.790937
  nChanged 191
		SP:Iteration 26Q (8661.230000 sec): 3 clusters
  Score: Raw -6257779.628974 + Penalty 3580.761307 = -6254198.867667
  nChanged 187
		SP:Iteration 27Q (8661.350000 sec): 3 clusters
  Score: Raw -6257816.990434 + Penalty 3580.761307 = -6254236.229128
  nChanged 190
		SP:Iteration 28Q (8661.470000 sec): 3 clusters
  Score: Raw -6257858.484789 + Penalty 3580.761307 = -6254277.723482
  nChanged 188
		SP:Iteration 29Q (8661.590000 sec): 3 clusters
  Score: Raw -6257896.981082 + Penalty 3580.761307 = -6254316.219775
  nChanged 176
		SP:Iteration 30Q (8661.710000 sec): 3 clusters
  Score: Raw -6257928.464241 + Penalty 3580.761307 = -6254347.702935
  nChanged 150
		SP:Iteration 31Q (8661.830000 sec): 3 clusters
  Score: Raw -6257953.514749 + Penalty 3580.761307 = -6254372.753443
  nChanged 132
		SP:Iteration 32Q (8661.950000 sec): 3 clusters
  Score: Raw -6257974.557002 + Penalty 3580.761307 = -6254393.795695
  nChanged 121
		SP:Iteration 33Q (8662.070000 sec): 3 clusters
  Score: Raw -6257991.012709 + Penalty 3580.761307 = -6254410.251402
  nChanged 100
		SP:Iteration 34Q (8662.190000 sec): 3 clusters
  Score: Raw -6258005.951092 + Penalty 3580.761307 = -6254425.189785
  nChanged 113
		SP:Iteration 35Q (8662.310000 sec): 3 clusters
  Score: Raw -6258020.765901 + Penalty 3580.761307 = -6254440.004594
  nChanged 94
		SP:Iteration 36Q (8662.430000 sec): 3 clusters
  Score: Raw -6258032.550235 + Penalty 3580.761307 = -6254451.788928
  nChanged 91
		SP:Iteration 37Q (8662.550000 sec): 3 clusters
  Score: Raw -6258043.830638 + Penalty 3580.761307 = -6254463.069331
  nChanged 102
		SP:Iteration 38Q (8662.670000 sec): 3 clusters
  Score: Raw -6258057.391785 + Penalty 3580.761307 = -6254476.630478
  nChanged 87
		SP:Iteration 39Q (8662.790000 sec): 3 clusters
  Score: Raw -6258070.224893 + Penalty 3580.761307 = -6254489.463586
  nChanged 94
		SP:Iteration 40F (8662.940000 sec): 3 clusters
  Score: Raw -6258084.744447 + Penalty 3580.761307 = -6254503.983141
  nChanged 92
		SP:Iteration 41Q (8663.060000 sec): 3 clusters
  Score: Raw -6258097.661746 + Penalty 3580.761307 = -6254516.900440
  nChanged 77
		SP:Iteration 42Q (8663.180000 sec): 3 clusters
  Score: Raw -6258106.914582 + Penalty 3580.761307 = -6254526.153276
  nChanged 65
		SP:Iteration 43Q (8663.300000 sec): 3 clusters
  Score: Raw -6258116.361657 + Penalty 3580.761307 = -6254535.600351
  nChanged 75
		SP:Iteration 44Q (8663.420000 sec): 3 clusters
  Score: Raw -6258126.775271 + Penalty 3580.761307 = -6254546.013964
  nChanged 77
		SP:Iteration 45Q (8663.540000 sec): 3 clusters
  Score: Raw -6258136.937350 + Penalty 3580.761307 = -6254556.176043
  nChanged 79
		SP:Iteration 46Q (8663.650000 sec): 3 clusters
  Score: Raw -6258147.778477 + Penalty 3580.761307 = -6254567.017170
  nChanged 75
		SP:Iteration 47Q (8663.770000 sec): 3 clusters
  Score: Raw -6258158.297301 + Penalty 3580.761307 = -6254577.535995
  nChanged 78
		SP:Iteration 48Q (8663.890000 sec): 3 clusters
  Score: Raw -6258169.376696 + Penalty 3580.761307 = -6254588.615389
  nChanged 74
		SP:Iteration 49Q (8664.000000 sec): 3 clusters
  Score: Raw -6258180.220397 + Penalty 3580.761307 = -6254599.459090
  nChanged 84
		SP:Iteration 50Q (8664.120000 sec): 3 clusters
  Score: Raw -6258191.821864 + Penalty 3580.761307 = -6254611.060557
  nChanged 82
		SP:Iteration 51Q (8664.240000 sec): 3 clusters
  Score: Raw -6258203.348932 + Penalty 3580.761307 = -6254622.587625
  nChanged 74
		SP:Iteration 52Q (8664.360000 sec): 3 clusters
  Score: Raw -6258213.348368 + Penalty 3580.761307 = -6254632.587062
  nChanged 80
		SP:Iteration 53Q (8664.470000 sec): 3 clusters
  Score: Raw -6258225.658762 + Penalty 3580.761307 = -6254644.897455
  nChanged 73
		SP:Iteration 54Q (8664.590000 sec): 3 clusters
  Score: Raw -6258237.142635 + Penalty 3580.761307 = -6254656.381329
  nChanged 80
		SP:Iteration 55Q (8664.700000 sec): 3 clusters
  Score: Raw -6258250.701932 + Penalty 3580.761307 = -6254669.940626
  nChanged 84
		SP:Iteration 56Q (8664.820000 sec): 3 clusters
  Score: Raw -6258265.095110 + Penalty 3580.761307 = -6254684.333803
  nChanged 88
		SP:Iteration 57Q (8664.940000 sec): 3 clusters
  Score: Raw -6258280.334469 + Penalty 3580.761307 = -6254699.573162
  nChanged 86
		SP:Iteration 58Q (8665.050000 sec): 3 clusters
  Score: Raw -6258296.473129 + Penalty 3580.761307 = -6254715.711823
  nChanged 97
		SP:Iteration 59Q (8665.160000 sec): 3 clusters
  Score: Raw -6258314.246349 + Penalty 3580.761307 = -6254733.485042
  nChanged 95
		SP:Iteration 60F (8665.320000 sec): 3 clusters
  Score: Raw -6258330.621076 + Penalty 3580.761307 = -6254749.859770
  nChanged 75
		SP:Iteration 61Q (8665.430000 sec): 3 clusters
  Score: Raw -6258344.449924 + Penalty 3580.761307 = -6254763.688617
  nChanged 78
		SP:Iteration 62Q (8665.540000 sec): 3 clusters
  Score: Raw -6258361.300317 + Penalty 3580.761307 = -6254780.539011
  nChanged 79
		SP:Iteration 63Q (8665.660000 sec): 3 clusters
  Score: Raw -6258377.183597 + Penalty 3580.761307 = -6254796.422291
  nChanged 79
		SP:Iteration 64Q (8665.770000 sec): 3 clusters
  Score: Raw -6258392.825162 + Penalty 3580.761307 = -6254812.063856
  nChanged 83
		SP:Iteration 65Q (8665.890000 sec): 3 clusters
  Score: Raw -6258410.820945 + Penalty 3580.761307 = -6254830.059639
  nChanged 86
		SP:Iteration 66Q (8666.000000 sec): 3 clusters
  Score: Raw -6258428.166619 + Penalty 3580.761307 = -6254847.405313
  nChanged 82
		SP:Iteration 67Q (8666.110000 sec): 3 clusters
  Score: Raw -6258446.721688 + Penalty 3580.761307 = -6254865.960382
  nChanged 88
		SP:Iteration 68Q (8666.230000 sec): 3 clusters
  Score: Raw -6258467.250084 + Penalty 3580.761307 = -6254886.488777
  nChanged 67
		SP:Iteration 69Q (8666.340000 sec): 3 clusters
  Score: Raw -6258482.583293 + Penalty 3580.761307 = -6254901.821987
  nChanged 52
		SP:Iteration 70Q (8666.450000 sec): 3 clusters
  Score: Raw -6258493.126691 + Penalty 3580.761307 = -6254912.365384
  nChanged 50
		SP:Iteration 71Q (8666.560000 sec): 3 clusters
  Score: Raw -6258503.626528 + Penalty 3580.761307 = -6254922.865222
  nChanged 46
		SP:Iteration 72Q (8666.680000 sec): 3 clusters
  Score: Raw -6258511.502453 + Penalty 3580.761307 = -6254930.741146
  nChanged 43
		SP:Iteration 73Q (8666.790000 sec): 3 clusters
  Score: Raw -6258520.028640 + Penalty 3580.761307 = -6254939.267334
  nChanged 40
		SP:Iteration 74Q (8666.900000 sec): 3 clusters
  Score: Raw -6258528.296126 + Penalty 3580.761307 = -6254947.534820
  nChanged 35
		SP:Iteration 75Q (8667.020000 sec): 3 clusters
  Score: Raw -6258536.907605 + Penalty 3580.761307 = -6254956.146298
  nChanged 43
		SP:Iteration 76Q (8667.130000 sec): 3 clusters
  Score: Raw -6258546.705371 + Penalty 3580.761307 = -6254965.944064
  nChanged 46
		SP:Iteration 77Q (8667.240000 sec): 3 clusters
  Score: Raw -6258557.125187 + Penalty 3580.761307 = -6254976.363880
  nChanged 38
		SP:Iteration 78Q (8667.350000 sec): 3 clusters
  Score: Raw -6258564.564208 + Penalty 3580.761307 = -6254983.802901
  nChanged 34
		SP:Iteration 79Q (8667.460000 sec): 3 clusters
  Score: Raw -6258570.235155 + Penalty 3580.761307 = -6254989.473848
  nChanged 22
		SP:Iteration 80F (8667.610000 sec): 3 clusters
  Score: Raw -6258574.837248 + Penalty 3580.761307 = -6254994.075942
  nChanged 27
		SP:Iteration 81Q (8667.720000 sec): 3 clusters
  Score: Raw -6258580.125604 + Penalty 3580.761307 = -6254999.364297
  nChanged 35
		SP:Iteration 82Q (8667.840000 sec): 3 clusters
  Score: Raw -6258587.405183 + Penalty 3580.761307 = -6255006.643876
  nChanged 27
		SP:Iteration 83Q (8667.940000 sec): 3 clusters
  Score: Raw -6258591.373277 + Penalty 3580.761307 = -6255010.611970
  nChanged 19
		SP:Iteration 84Q (8668.060000 sec): 3 clusters
  Score: Raw -6258594.399714 + Penalty 3580.761307 = -6255013.638408
  nChanged 21
		SP:Iteration 85Q (8668.170000 sec): 3 clusters
  Score: Raw -6258597.014941 + Penalty 3580.761307 = -6255016.253635
  nChanged 19
		SP:Iteration 86Q (8668.280000 sec): 3 clusters
  Score: Raw -6258600.144066 + Penalty 3580.761307 = -6255019.382760
  nChanged 10
		SP:Iteration 87Q (8668.390000 sec): 3 clusters
  Score: Raw -6258602.182570 + Penalty 3580.761307 = -6255021.421264
  nChanged 17
		SP:Iteration 88Q (8668.500000 sec): 3 clusters
  Score: Raw -6258604.811774 + Penalty 3580.761307 = -6255024.050467
  nChanged 17
		SP:Iteration 89Q (8668.610000 sec): 3 clusters
  Score: Raw -6258607.906720 + Penalty 3580.761307 = -6255027.145414
  nChanged 18
		SP:Iteration 90Q (8668.720000 sec): 3 clusters
  Score: Raw -6258610.802854 + Penalty 3580.761307 = -6255030.041547
  nChanged 16
		SP:Iteration 91Q (8668.830000 sec): 3 clusters
  Score: Raw -6258613.044703 + Penalty 3580.761307 = -6255032.283396
  nChanged 17
		SP:Iteration 92Q (8668.940000 sec): 3 clusters
  Score: Raw -6258616.192273 + Penalty 3580.761307 = -6255035.430967
  nChanged 15
		SP:Iteration 93Q (8669.050000 sec): 3 clusters
  Score: Raw -6258618.921152 + Penalty 3580.761307 = -6255038.159846
  nChanged 13
		SP:Iteration 94Q (8669.160000 sec): 3 clusters
  Score: Raw -6258621.794084 + Penalty 3580.761307 = -6255041.032777
  nChanged 13
		SP:Iteration 95Q (8669.270000 sec): 3 clusters
  Score: Raw -6258624.188658 + Penalty 3580.761307 = -6255043.427352
  nChanged 17
		SP:Iteration 96Q (8669.380000 sec): 3 clusters
  Score: Raw -6258627.302480 + Penalty 3580.761307 = -6255046.541174
  nChanged 16
		SP:Iteration 97Q (8669.490000 sec): 3 clusters
  Score: Raw -6258629.868489 + Penalty 3580.761307 = -6255049.107182
  nChanged 10
		SP:Iteration 98Q (8669.600000 sec): 3 clusters
  Score: Raw -6258631.618135 + Penalty 3580.761307 = -6255050.856828
  nChanged 12
		SP:Iteration 99Q (8669.710000 sec): 3 clusters
  Score: Raw -6258633.950271 + Penalty 3580.761307 = -6255053.188964
  nChanged 15
		SP:Iteration 100F (8669.860000 sec): 3 clusters
  Score: Raw -6258636.962851 + Penalty 3580.761307 = -6255056.201544
  nChanged 19
		SP:Iteration 101Q (8669.970000 sec): 3 clusters
  Score: Raw -6258640.854136 + Penalty 3580.761307 = -6255060.092829
  nChanged 18
		SP:Iteration 102Q (8670.080000 sec): 3 clusters
  Score: Raw -6258644.358404 + Penalty 3580.761307 = -6255063.597098
  nChanged 23
		SP:Iteration 103Q (8670.190000 sec): 3 clusters
  Score: Raw -6258648.777419 + Penalty 3580.761307 = -6255068.016112
  nChanged 16
		SP:Iteration 104Q (8670.300000 sec): 3 clusters
  Score: Raw -6258652.020443 + Penalty 3580.761307 = -6255071.259136
  nChanged 16
		SP:Iteration 105Q (8670.410000 sec): 3 clusters
  Score: Raw -6258654.971502 + Penalty 3580.761307 = -6255074.210195
  nChanged 15
		SP:Iteration 106Q (8670.520000 sec): 3 clusters
  Score: Raw -6258658.068750 + Penalty 3580.761307 = -6255077.307443
  nChanged 16
		SP:Iteration 107Q (8670.630000 sec): 3 clusters
  Score: Raw -6258661.377245 + Penalty 3580.761307 = -6255080.615938
  nChanged 19
		SP:Iteration 108Q (8670.740000 sec): 3 clusters
  Score: Raw -6258664.912208 + Penalty 3580.761307 = -6255084.150901
  nChanged 16
		SP:Iteration 109Q (8670.850000 sec): 3 clusters
  Score: Raw -6258668.180325 + Penalty 3580.761307 = -6255087.419019
  nChanged 15
		SP:Iteration 110Q (8670.960000 sec): 3 clusters
  Score: Raw -6258672.850580 + Penalty 3580.761307 = -6255092.089274
  nChanged 25
		SP:Iteration 111Q (8671.070000 sec): 3 clusters
  Score: Raw -6258678.482845 + Penalty 3580.761307 = -6255097.721539
  nChanged 25
		SP:Iteration 112Q (8671.180000 sec): 3 clusters
  Score: Raw -6258684.421880 + Penalty 3580.761307 = -6255103.660573
  nChanged 25
		SP:Iteration 113Q (8671.290000 sec): 3 clusters
  Score: Raw -6258691.354041 + Penalty 3580.761307 = -6255110.592735
  nChanged 29
		SP:Iteration 114Q (8671.400000 sec): 3 clusters
  Score: Raw -6258700.688836 + Penalty 3580.761307 = -6255119.927530
  nChanged 31
		SP:Iteration 115Q (8671.500000 sec): 3 clusters
  Score: Raw -6258708.120447 + Penalty 3580.761307 = -6255127.359140
  nChanged 24
		SP:Iteration 116Q (8671.610000 sec): 3 clusters
  Score: Raw -6258714.885086 + Penalty 3580.761307 = -6255134.123779
  nChanged 23
		SP:Iteration 117Q (8671.720000 sec): 3 clusters
  Score: Raw -6258721.854820 + Penalty 3580.761307 = -6255141.093513
  nChanged 24
		SP:Iteration 118Q (8671.830000 sec): 3 clusters
  Score: Raw -6258728.980228 + Penalty 3580.761307 = -6255148.218921
  nChanged 25
		SP:Iteration 119Q (8671.940000 sec): 3 clusters
  Score: Raw -6258736.081287 + Penalty 3580.761307 = -6255155.319980
  nChanged 27
		SP:Iteration 120F (8672.090000 sec): 3 clusters
  Score: Raw -6258743.152277 + Penalty 3580.761307 = -6255162.390971
  nChanged 26
		SP:Iteration 121Q (8672.200000 sec): 3 clusters
  Score: Raw -6258749.720203 + Penalty 3580.761307 = -6255168.958896
  nChanged 20
		SP:Iteration 122Q (8672.310000 sec): 3 clusters
  Score: Raw -6258755.187349 + Penalty 3580.761307 = -6255174.426042
  nChanged 15
		SP:Iteration 123Q (8672.420000 sec): 3 clusters
  Score: Raw -6258759.190334 + Penalty 3580.761307 = -6255178.429028
  nChanged 8
		SP:Iteration 124Q (8672.520000 sec): 3 clusters
  Score: Raw -6258762.287451 + Penalty 3580.761307 = -6255181.526144
  nChanged 9
		SP:Iteration 125Q (8672.630000 sec): 3 clusters
  Score: Raw -6258764.379569 + Penalty 3580.761307 = -6255183.618262
  nChanged 7
		SP:Iteration 126Q (8672.740000 sec): 3 clusters
  Score: Raw -6258765.869540 + Penalty 3580.761307 = -6255185.108233
  nChanged 6
		SP:Iteration 127Q (8672.850000 sec): 3 clusters
  Score: Raw -6258767.437338 + Penalty 3580.761307 = -6255186.676032
  nChanged 9
		SP:Iteration 128Q (8672.960000 sec): 3 clusters
  Score: Raw -6258769.907697 + Penalty 3580.761307 = -6255189.146390
  nChanged 8
		SP:Iteration 129Q (8673.060000 sec): 3 clusters
  Score: Raw -6258771.610182 + Penalty 3580.761307 = -6255190.848875
  nChanged 6
		SP:Iteration 130Q (8673.170000 sec): 3 clusters
  Score: Raw -6258772.635200 + Penalty 3580.761307 = -6255191.873893
  nChanged 3
		SP:Iteration 131Q (8673.280000 sec): 3 clusters
  Score: Raw -6258773.799181 + Penalty 3580.761307 = -6255193.037874
  nChanged 6
		SP:Iteration 132Q (8673.380000 sec): 3 clusters
  Score: Raw -6258775.477140 + Penalty 3580.761307 = -6255194.715833
  nChanged 2
		SP:Iteration 133Q (8673.490000 sec): 3 clusters
  Score: Raw -6258775.744266 + Penalty 3580.761307 = -6255194.982960
  nChanged 4
		SP:Iteration 134Q (8673.600000 sec): 3 clusters
  Score: Raw -6258776.717870 + Penalty 3580.761307 = -6255195.956563
  nChanged 2
		SP:Iteration 135Q (8673.720000 sec): 3 clusters
  Score: Raw -6258777.096523 + Penalty 3580.761307 = -6255196.335216
  nChanged 2
		SP:Iteration 136Q (8673.840000 sec): 3 clusters
  Score: Raw -6258777.527094 + Penalty 3580.761307 = -6255196.765787
  nChanged 2
		SP:Iteration 137Q (8673.950000 sec): 3 clusters
  Score: Raw -6258777.816868 + Penalty 3580.761307 = -6255197.055561
  nChanged 1
		SP:Iteration 138Q (8674.070000 sec): 3 clusters
  Score: Raw -6258777.925343 + Penalty 3580.761307 = -6255197.164036
  nChanged 0
		SP:Iteration 139F (8674.220000 sec): 3 clusters
  Score: Raw -6258777.925343 + Penalty 3580.761307 = -6255197.164036
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8674.270000 sec): 2 clusters
  Score: Raw -125669.147624 + Penalty 1174.377103 = -124494.770521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8674.280000 sec): 3 clusters
  Score: Raw -125175.642092 + Penalty 2348.754206 = -122826.887886
  nChanged 437
		SP:Iteration 1F (8674.280000 sec): 3 clusters
  Score: Raw -125539.317790 + Penalty 2348.754206 = -123190.563584
  nChanged 118
		SP:Iteration 2F (8674.280000 sec): 3 clusters
  Score: Raw -125659.521321 + Penalty 2348.754206 = -123310.767115
  nChanged 59
		SP:Iteration 3Q (8674.280000 sec): 3 clusters
  Score: Raw -125718.746666 + Penalty 2348.754206 = -123369.992460
  nChanged 48
		SP:Iteration 4Q (8674.290000 sec): 3 clusters
  Score: Raw -125761.507557 + Penalty 2348.754206 = -123412.753351
  nChanged 26
		SP:Iteration 5Q (8674.290000 sec): 3 clusters
  Score: Raw -125783.848047 + Penalty 2348.754206 = -123435.093841
  nChanged 24
		SP:Iteration 6Q (8674.290000 sec): 3 clusters
  Score: Raw -125803.924390 + Penalty 2348.754206 = -123455.170184
  nChanged 16
		SP:Iteration 7Q (8674.300000 sec): 3 clusters
  Score: Raw -125817.177893 + Penalty 2348.754206 = -123468.423687
  nChanged 21
		SP:Iteration 8Q (8674.300000 sec): 3 clusters
  Score: Raw -125830.726871 + Penalty 2348.754206 = -123481.972665
  nChanged 23
		SP:Iteration 9Q (8674.300000 sec): 3 clusters
  Score: Raw -125845.620800 + Penalty 2348.754206 = -123496.866594
  nChanged 15
		SP:Iteration 10Q (8674.300000 sec): 3 clusters
  Score: Raw -125860.235586 + Penalty 2348.754206 = -123511.481380
  nChanged 15
		SP:Iteration 11Q (8674.310000 sec): 3 clusters
  Score: Raw -125871.624880 + Penalty 2348.754206 = -123522.870674
  nChanged 15
		SP:Iteration 12Q (8674.310000 sec): 3 clusters
  Score: Raw -125886.222091 + Penalty 2348.754206 = -123537.467885
  nChanged 19
		SP:Iteration 13Q (8674.320000 sec): 3 clusters
  Score: Raw -125898.540909 + Penalty 2348.754206 = -123549.786703
  nChanged 14
		SP:Iteration 14Q (8674.320000 sec): 3 clusters
  Score: Raw -125912.375347 + Penalty 2348.754206 = -123563.621141
  nChanged 12
		SP:Iteration 15Q (8674.320000 sec): 3 clusters
  Score: Raw -125922.536596 + Penalty 2348.754206 = -123573.782390
  nChanged 15
		SP:Iteration 16Q (8674.320000 sec): 3 clusters
  Score: Raw -125931.667145 + Penalty 2348.754206 = -123582.912938
  nChanged 11
		SP:Iteration 17Q (8674.330000 sec): 3 clusters
  Score: Raw -125939.448198 + Penalty 2348.754206 = -123590.693992
  nChanged 8
		SP:Iteration 18Q (8674.330000 sec): 3 clusters
  Score: Raw -125944.679652 + Penalty 2348.754206 = -123595.925446
  nChanged 4
		SP:Iteration 19Q (8674.330000 sec): 3 clusters
  Score: Raw -125947.235171 + Penalty 2348.754206 = -123598.480965
  nChanged 5
		SP:Iteration 20F (8674.340000 sec): 3 clusters
  Score: Raw -125950.744840 + Penalty 2348.754206 = -123601.990634
  nChanged 3
		SP:Iteration 21Q (8674.340000 sec): 3 clusters
  Score: Raw -125953.342587 + Penalty 2348.754206 = -123604.588381
  nChanged 3
		SP:Iteration 22Q (8674.340000 sec): 3 clusters
  Score: Raw -125956.234964 + Penalty 2348.754206 = -123607.480758
  nChanged 5
		SP:Iteration 23Q (8674.340000 sec): 3 clusters
  Score: Raw -125959.477042 + Penalty 2348.754206 = -123610.722836
  nChanged 5
		SP:Iteration 24Q (8674.350000 sec): 3 clusters
  Score: Raw -125962.910892 + Penalty 2348.754206 = -123614.156686
  nChanged 2
		SP:Iteration 25Q (8674.350000 sec): 3 clusters
  Score: Raw -125963.993721 + Penalty 2348.754206 = -123615.239515
  nChanged 1
		SP:Iteration 26Q (8674.360000 sec): 3 clusters
  Score: Raw -125964.683673 + Penalty 2348.754206 = -123615.929467
  nChanged 2
		SP:Iteration 27Q (8674.360000 sec): 3 clusters
  Score: Raw -125965.084267 + Penalty 2348.754206 = -123616.330061
  nChanged 2
		SP:Iteration 28Q (8674.360000 sec): 3 clusters
  Score: Raw -125965.870996 + Penalty 2348.754206 = -123617.116790
  nChanged 1
		SP:Iteration 29Q (8674.360000 sec): 3 clusters
  Score: Raw -125966.921783 + Penalty 2348.754206 = -123618.167577
  nChanged 3
		SP:Iteration 30Q (8674.370000 sec): 3 clusters
  Score: Raw -125970.258194 + Penalty 2348.754206 = -123621.503988
  nChanged 4
		SP:Iteration 31Q (8674.370000 sec): 3 clusters
  Score: Raw -125972.738439 + Penalty 2348.754206 = -123623.984233
  nChanged 7
		SP:Iteration 32Q (8674.370000 sec): 3 clusters
  Score: Raw -125977.916830 + Penalty 2348.754206 = -123629.162624
  nChanged 4
		SP:Iteration 33Q (8674.380000 sec): 3 clusters
  Score: Raw -125981.338584 + Penalty 2348.754206 = -123632.584378
  nChanged 11
		SP:Iteration 34Q (8674.380000 sec): 3 clusters
  Score: Raw -125988.617467 + Penalty 2348.754206 = -123639.863261
  nChanged 4
		SP:Iteration 35Q (8674.380000 sec): 3 clusters
  Score: Raw -125991.290486 + Penalty 2348.754206 = -123642.536280
  nChanged 4
		SP:Iteration 36Q (8674.380000 sec): 3 clusters
  Score: Raw -125994.294015 + Penalty 2348.754206 = -123645.539809
  nChanged 6
		SP:Iteration 37Q (8674.390000 sec): 3 clusters
  Score: Raw -125996.792490 + Penalty 2348.754206 = -123648.038284
  nChanged 6
		SP:Iteration 38Q (8674.390000 sec): 3 clusters
  Score: Raw -126000.268387 + Penalty 2348.754206 = -123651.514181
  nChanged 2
		SP:Iteration 39Q (8674.390000 sec): 3 clusters
  Score: Raw -126001.723453 + Penalty 2348.754206 = -123652.969247
  nChanged 1
		SP:Iteration 40F (8674.400000 sec): 3 clusters
  Score: Raw -126003.423917 + Penalty 2348.754206 = -123654.669711
  nChanged 4
		SP:Iteration 41Q (8674.400000 sec): 3 clusters
  Score: Raw -126007.025412 + Penalty 2348.754206 = -123658.271206
  nChanged 6
		SP:Iteration 42Q (8674.400000 sec): 3 clusters
  Score: Raw -126012.710179 + Penalty 2348.754206 = -123663.955973
  nChanged 6
		SP:Iteration 43Q (8674.400000 sec): 3 clusters
  Score: Raw -126016.495730 + Penalty 2348.754206 = -123667.741524
  nChanged 5
		SP:Iteration 44Q (8674.410000 sec): 3 clusters
  Score: Raw -126021.453892 + Penalty 2348.754206 = -123672.699686
  nChanged 4
		SP:Iteration 45Q (8674.410000 sec): 3 clusters
  Score: Raw -126024.724644 + Penalty 2348.754206 = -123675.970438
  nChanged 3
		SP:Iteration 46Q (8674.420000 sec): 3 clusters
  Score: Raw -126025.773133 + Penalty 2348.754206 = -123677.018927
  nChanged 1
		SP:Iteration 47Q (8674.420000 sec): 3 clusters
  Score: Raw -126026.001677 + Penalty 2348.754206 = -123677.247471
  nChanged 2
		SP:Iteration 48Q (8674.420000 sec): 3 clusters
  Score: Raw -126026.668938 + Penalty 2348.754206 = -123677.914732
  nChanged 1
		SP:Iteration 49Q (8674.420000 sec): 3 clusters
  Score: Raw -126027.864420 + Penalty 2348.754206 = -123679.110214
  nChanged 3
		SP:Iteration 50Q (8674.430000 sec): 3 clusters
  Score: Raw -126029.353588 + Penalty 2348.754206 = -123680.599382
  nChanged 3
		SP:Iteration 51Q (8674.430000 sec): 3 clusters
  Score: Raw -126031.524586 + Penalty 2348.754206 = -123682.770380
  nChanged 3
		SP:Iteration 52Q (8674.430000 sec): 3 clusters
  Score: Raw -126033.425903 + Penalty 2348.754206 = -123684.671697
  nChanged 3
		SP:Iteration 53Q (8674.440000 sec): 3 clusters
  Score: Raw -126035.233337 + Penalty 2348.754206 = -123686.479131
  nChanged 3
		SP:Iteration 54Q (8674.440000 sec): 3 clusters
  Score: Raw -126036.821730 + Penalty 2348.754206 = -123688.067524
  nChanged 1
		SP:Iteration 55Q (8674.440000 sec): 3 clusters
  Score: Raw -126037.362970 + Penalty 2348.754206 = -123688.608764
  nChanged 2
		SP:Iteration 56Q (8674.440000 sec): 3 clusters
  Score: Raw -126038.307400 + Penalty 2348.754206 = -123689.553194
  nChanged 1
		SP:Iteration 57Q (8674.450000 sec): 3 clusters
  Score: Raw -126038.617463 + Penalty 2348.754206 = -123689.863257
  nChanged 1
		SP:Iteration 58Q (8674.450000 sec): 3 clusters
  Score: Raw -126039.074473 + Penalty 2348.754206 = -123690.320267
  nChanged 1
		SP:Iteration 59Q (8674.450000 sec): 3 clusters
  Score: Raw -126039.508365 + Penalty 2348.754206 = -123690.754159
  nChanged 1
		SP:Iteration 60F (8674.460000 sec): 3 clusters
  Score: Raw -126040.534345 + Penalty 2348.754206 = -123691.780139
  nChanged 1
		SP:Iteration 61Q (8674.460000 sec): 3 clusters
  Score: Raw -126040.936218 + Penalty 2348.754206 = -123692.182012
  nChanged 0
		SP:Iteration 62F (8674.460000 sec): 3 clusters
  Score: Raw -126040.936218 + Penalty 2348.754206 = -123692.182012
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8674.480000 sec): 2 clusters
  Score: Raw -256910.792103 + Penalty 1286.006591 = -255624.785512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8674.480000 sec): 3 clusters
  Score: Raw -255632.373431 + Penalty 2572.013182 = -253060.360248
  nChanged 1036
		SP:Iteration 1F (8674.490000 sec): 3 clusters
  Score: Raw -256371.837850 + Penalty 2572.013182 = -253799.824668
  nChanged 258
		SP:Iteration 2F (8674.500000 sec): 3 clusters
  Score: Raw -256604.198328 + Penalty 2572.013182 = -254032.185146
  nChanged 191
		SP:Iteration 3F (8674.500000 sec): 3 clusters
  Score: Raw -256809.905481 + Penalty 2572.013182 = -254237.892299
  nChanged 197
		SP:Iteration 4F (8674.510000 sec): 3 clusters
  Score: Raw -257075.456471 + Penalty 2572.013182 = -254503.443288
  nChanged 207
		SP:Iteration 5F (8674.510000 sec): 3 clusters
  Score: Raw -257366.392812 + Penalty 2572.013182 = -254794.379630
  nChanged 180
		SP:Iteration 6F (8674.520000 sec): 3 clusters
  Score: Raw -257598.209656 + Penalty 2572.013182 = -255026.196473
  nChanged 134
		SP:Iteration 7Q (8674.520000 sec): 3 clusters
  Score: Raw -257763.038668 + Penalty 2572.013182 = -255191.025486
  nChanged 100
		SP:Iteration 8Q (8674.530000 sec): 3 clusters
  Score: Raw -257874.071146 + Penalty 2572.013182 = -255302.057964
  nChanged 64
		SP:Iteration 9Q (8674.540000 sec): 3 clusters
  Score: Raw -257942.267269 + Penalty 2572.013182 = -255370.254087
  nChanged 47
		SP:Iteration 10Q (8674.540000 sec): 3 clusters
  Score: Raw -257985.222340 + Penalty 2572.013182 = -255413.209157
  nChanged 33
		SP:Iteration 11Q (8674.550000 sec): 3 clusters
  Score: Raw -258018.407956 + Penalty 2572.013182 = -255446.394773
  nChanged 26
		SP:Iteration 12Q (8674.560000 sec): 3 clusters
  Score: Raw -258045.149740 + Penalty 2572.013182 = -255473.136558
  nChanged 16
		SP:Iteration 13Q (8674.560000 sec): 3 clusters
  Score: Raw -258056.888659 + Penalty 2572.013182 = -255484.875477
  nChanged 8
		SP:Iteration 14Q (8674.560000 sec): 3 clusters
  Score: Raw -258060.774742 + Penalty 2572.013182 = -255488.761560
  nChanged 3
		SP:Iteration 15Q (8674.570000 sec): 3 clusters
  Score: Raw -258063.542171 + Penalty 2572.013182 = -255491.528988
  nChanged 6
		SP:Iteration 16Q (8674.580000 sec): 3 clusters
  Score: Raw -258071.519943 + Penalty 2572.013182 = -255499.506761
  nChanged 9
		SP:Iteration 17Q (8674.580000 sec): 3 clusters
  Score: Raw -258080.875898 + Penalty 2572.013182 = -255508.862715
  nChanged 8
		SP:Iteration 18Q (8674.590000 sec): 3 clusters
  Score: Raw -258089.983241 + Penalty 2572.013182 = -255517.970058
  nChanged 9
		SP:Iteration 19Q (8674.590000 sec): 3 clusters
  Score: Raw -258101.043427 + Penalty 2572.013182 = -255529.030245
  nChanged 11
		SP:Iteration 20F (8674.600000 sec): 3 clusters
  Score: Raw -258114.985781 + Penalty 2572.013182 = -255542.972598
  nChanged 12
		SP:Iteration 21Q (8674.600000 sec): 3 clusters
  Score: Raw -258129.382447 + Penalty 2572.013182 = -255557.369265
  nChanged 11
		SP:Iteration 22Q (8674.610000 sec): 3 clusters
  Score: Raw -258141.643458 + Penalty 2572.013182 = -255569.630276
  nChanged 11
		SP:Iteration 23Q (8674.610000 sec): 3 clusters
  Score: Raw -258149.561699 + Penalty 2572.013182 = -255577.548517
  nChanged 8
		SP:Iteration 24Q (8674.620000 sec): 3 clusters
  Score: Raw -258154.861668 + Penalty 2572.013182 = -255582.848486
  nChanged 3
		SP:Iteration 25Q (8674.620000 sec): 3 clusters
  Score: Raw -258156.234635 + Penalty 2572.013182 = -255584.221453
  nChanged 1
		SP:Iteration 26Q (8674.630000 sec): 3 clusters
  Score: Raw -258157.064599 + Penalty 2572.013182 = -255585.051417
  nChanged 0
		SP:Iteration 27F (8674.640000 sec): 3 clusters
  Score: Raw -258157.064599 + Penalty 2572.013182 = -255585.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8674.640000 sec): 2 clusters
  Score: Raw -176895.697575 + Penalty 1247.878357 = -175647.819218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8674.650000 sec): 3 clusters
  Score: Raw -175915.432512 + Penalty 2495.756713 = -173419.675798
  nChanged 808
		SP:Iteration 1F (8674.650000 sec): 3 clusters
  Score: Raw -176552.115605 + Penalty 2495.756713 = -174056.358891
  nChanged 228
		SP:Iteration 2F (8674.660000 sec): 3 clusters
  Score: Raw -176756.749215 + Penalty 2495.756713 = -174260.992502
  nChanged 137
		SP:Iteration 3F (8674.660000 sec): 3 clusters
  Score: Raw -176876.725189 + Penalty 2495.756713 = -174380.968475
  nChanged 95
		SP:Iteration 4Q (8674.670000 sec): 3 clusters
  Score: Raw -176959.172347 + Penalty 2495.756713 = -174463.415634
  nChanged 84
		SP:Iteration 5Q (8674.670000 sec): 3 clusters
  Score: Raw -177007.622951 + Penalty 2495.756713 = -174511.866238
  nChanged 45
		SP:Iteration 6Q (8674.680000 sec): 3 clusters
  Score: Raw -177032.380976 + Penalty 2495.756713 = -174536.624262
  nChanged 35
		SP:Iteration 7Q (8674.680000 sec): 3 clusters
  Score: Raw -177049.152452 + Penalty 2495.756713 = -174553.395738
  nChanged 28
		SP:Iteration 8Q (8674.690000 sec): 3 clusters
  Score: Raw -177065.414282 + Penalty 2495.756713 = -174569.657569
  nChanged 28
		SP:Iteration 9Q (8674.690000 sec): 3 clusters
  Score: Raw -177078.698504 + Penalty 2495.756713 = -174582.941791
  nChanged 26
		SP:Iteration 10Q (8674.700000 sec): 3 clusters
  Score: Raw -177094.723529 + Penalty 2495.756713 = -174598.966816
  nChanged 25
		SP:Iteration 11Q (8674.700000 sec): 3 clusters
  Score: Raw -177106.560339 + Penalty 2495.756713 = -174610.803625
  nChanged 26
		SP:Iteration 12Q (8674.710000 sec): 3 clusters
  Score: Raw -177126.210266 + Penalty 2495.756713 = -174630.453553
  nChanged 24
		SP:Iteration 13Q (8674.710000 sec): 3 clusters
  Score: Raw -177140.986007 + Penalty 2495.756713 = -174645.229293
  nChanged 31
		SP:Iteration 14Q (8674.720000 sec): 3 clusters
  Score: Raw -177165.245502 + Penalty 2495.756713 = -174669.488789
  nChanged 26
		SP:Iteration 15Q (8674.720000 sec): 3 clusters
  Score: Raw -177183.790303 + Penalty 2495.756713 = -174688.033590
  nChanged 28
		SP:Iteration 16Q (8674.730000 sec): 3 clusters
  Score: Raw -177201.195659 + Penalty 2495.756713 = -174705.438945
  nChanged 26
		SP:Iteration 17Q (8674.730000 sec): 3 clusters
  Score: Raw -177215.130408 + Penalty 2495.756713 = -174719.373695
  nChanged 25
		SP:Iteration 18Q (8674.740000 sec): 3 clusters
  Score: Raw -177228.607232 + Penalty 2495.756713 = -174732.850518
  nChanged 17
		SP:Iteration 19Q (8674.740000 sec): 3 clusters
  Score: Raw -177238.686992 + Penalty 2495.756713 = -174742.930278
  nChanged 18
		SP:Iteration 20F (8674.740000 sec): 3 clusters
  Score: Raw -177250.750876 + Penalty 2495.756713 = -174754.994163
  nChanged 16
		SP:Iteration 21Q (8674.750000 sec): 3 clusters
  Score: Raw -177261.624632 + Penalty 2495.756713 = -174765.867919
  nChanged 11
		SP:Iteration 22Q (8674.760000 sec): 3 clusters
  Score: Raw -177267.159670 + Penalty 2495.756713 = -174771.402956
  nChanged 10
		SP:Iteration 23Q (8674.760000 sec): 3 clusters
  Score: Raw -177272.643897 + Penalty 2495.756713 = -174776.887184
  nChanged 9
		SP:Iteration 24Q (8674.760000 sec): 3 clusters
  Score: Raw -177277.492597 + Penalty 2495.756713 = -174781.735883
  nChanged 9
		SP:Iteration 25Q (8674.770000 sec): 3 clusters
  Score: Raw -177281.281558 + Penalty 2495.756713 = -174785.524845
  nChanged 16
		SP:Iteration 26Q (8674.770000 sec): 3 clusters
  Score: Raw -177290.693796 + Penalty 2495.756713 = -174794.937083
  nChanged 18
		SP:Iteration 27Q (8674.780000 sec): 3 clusters
  Score: Raw -177304.452714 + Penalty 2495.756713 = -174808.696001
  nChanged 25
		SP:Iteration 28Q (8674.780000 sec): 3 clusters
  Score: Raw -177325.963790 + Penalty 2495.756713 = -174830.207076
  nChanged 26
		SP:Iteration 29Q (8674.790000 sec): 3 clusters
  Score: Raw -177351.564980 + Penalty 2495.756713 = -174855.808266
  nChanged 30
		SP:Iteration 30Q (8674.790000 sec): 3 clusters
  Score: Raw -177373.566769 + Penalty 2495.756713 = -174877.810056
  nChanged 24
		SP:Iteration 31Q (8674.800000 sec): 3 clusters
  Score: Raw -177387.048706 + Penalty 2495.756713 = -174891.291992
  nChanged 18
		SP:Iteration 32Q (8674.800000 sec): 3 clusters
  Score: Raw -177401.907007 + Penalty 2495.756713 = -174906.150294
  nChanged 23
		SP:Iteration 33Q (8674.810000 sec): 3 clusters
  Score: Raw -177418.103982 + Penalty 2495.756713 = -174922.347269
  nChanged 17
		SP:Iteration 34Q (8674.810000 sec): 3 clusters
  Score: Raw -177429.052555 + Penalty 2495.756713 = -174933.295841
  nChanged 12
		SP:Iteration 35Q (8674.820000 sec): 3 clusters
  Score: Raw -177438.647137 + Penalty 2495.756713 = -174942.890423
  nChanged 10
		SP:Iteration 36Q (8674.820000 sec): 3 clusters
  Score: Raw -177443.271713 + Penalty 2495.756713 = -174947.515000
  nChanged 5
		SP:Iteration 37Q (8674.820000 sec): 3 clusters
  Score: Raw -177444.742141 + Penalty 2495.756713 = -174948.985428
  nChanged 2
		SP:Iteration 38Q (8674.830000 sec): 3 clusters
  Score: Raw -177446.169202 + Penalty 2495.756713 = -174950.412488
  nChanged 5
		SP:Iteration 39Q (8674.830000 sec): 3 clusters
  Score: Raw -177448.451009 + Penalty 2495.756713 = -174952.694295
  nChanged 3
		SP:Iteration 40F (8674.840000 sec): 3 clusters
  Score: Raw -177451.019150 + Penalty 2495.756713 = -174955.262437
  nChanged 3
		SP:Iteration 41Q (8674.840000 sec): 3 clusters
  Score: Raw -177452.473211 + Penalty 2495.756713 = -174956.716498
  nChanged 1
		SP:Iteration 42Q (8674.850000 sec): 3 clusters
  Score: Raw -177452.726816 + Penalty 2495.756713 = -174956.970103
  nChanged 0
		SP:Iteration 43F (8674.850000 sec): 3 clusters
  Score: Raw -177452.726816 + Penalty 2495.756713 = -174956.970103
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8674.860000 sec): 2 clusters
  Score: Raw -177011.631148 + Penalty 1230.531735 = -175781.099413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8674.860000 sec): 3 clusters
  Score: Raw -176152.257138 + Penalty 2461.063470 = -173691.193668
  nChanged 687
		SP:Iteration 1F (8674.870000 sec): 3 clusters
  Score: Raw -176627.672843 + Penalty 2461.063470 = -174166.609373
  nChanged 156
		SP:Iteration 2F (8674.880000 sec): 3 clusters
  Score: Raw -176762.615257 + Penalty 2461.063470 = -174301.551787
  nChanged 108
		SP:Iteration 3F (8674.880000 sec): 3 clusters
  Score: Raw -176877.463076 + Penalty 2461.063470 = -174416.399606
  nChanged 113
		SP:Iteration 4F (8674.880000 sec): 3 clusters
  Score: Raw -176992.222331 + Penalty 2461.063470 = -174531.158861
  nChanged 88
		SP:Iteration 5Q (8674.890000 sec): 3 clusters
  Score: Raw -177074.122457 + Penalty 2461.063470 = -174613.058987
  nChanged 64
		SP:Iteration 6Q (8674.890000 sec): 3 clusters
  Score: Raw -177127.347372 + Penalty 2461.063470 = -174666.283902
  nChanged 60
		SP:Iteration 7Q (8674.900000 sec): 3 clusters
  Score: Raw -177182.707603 + Penalty 2461.063470 = -174721.644133
  nChanged 45
		SP:Iteration 8Q (8674.900000 sec): 3 clusters
  Score: Raw -177214.343564 + Penalty 2461.063470 = -174753.280094
  nChanged 35
		SP:Iteration 9Q (8674.900000 sec): 3 clusters
  Score: Raw -177239.904722 + Penalty 2461.063470 = -174778.841252
  nChanged 31
		SP:Iteration 10Q (8674.910000 sec): 3 clusters
  Score: Raw -177263.074805 + Penalty 2461.063470 = -174802.011335
  nChanged 26
		SP:Iteration 11Q (8674.920000 sec): 3 clusters
  Score: Raw -177279.356839 + Penalty 2461.063470 = -174818.293369
  nChanged 17
		SP:Iteration 12Q (8674.920000 sec): 3 clusters
  Score: Raw -177287.654852 + Penalty 2461.063470 = -174826.591382
  nChanged 11
		SP:Iteration 13Q (8674.920000 sec): 3 clusters
  Score: Raw -177295.461830 + Penalty 2461.063470 = -174834.398360
  nChanged 15
		SP:Iteration 14Q (8674.930000 sec): 3 clusters
  Score: Raw -177305.647684 + Penalty 2461.063470 = -174844.584214
  nChanged 15
		SP:Iteration 15Q (8674.930000 sec): 3 clusters
  Score: Raw -177317.215402 + Penalty 2461.063470 = -174856.151932
  nChanged 10
		SP:Iteration 16Q (8674.940000 sec): 3 clusters
  Score: Raw -177322.121019 + Penalty 2461.063470 = -174861.057549
  nChanged 7
		SP:Iteration 17Q (8674.940000 sec): 3 clusters
  Score: Raw -177329.224920 + Penalty 2461.063470 = -174868.161450
  nChanged 9
		SP:Iteration 18Q (8674.940000 sec): 3 clusters
  Score: Raw -177336.060820 + Penalty 2461.063470 = -174874.997350
  nChanged 9
		SP:Iteration 19Q (8674.950000 sec): 3 clusters
  Score: Raw -177342.818444 + Penalty 2461.063470 = -174881.754974
  nChanged 12
		SP:Iteration 20F (8674.950000 sec): 3 clusters
  Score: Raw -177347.937207 + Penalty 2461.063470 = -174886.873737
  nChanged 8
		SP:Iteration 21Q (8674.960000 sec): 3 clusters
  Score: Raw -177353.908652 + Penalty 2461.063470 = -174892.845182
  nChanged 10
		SP:Iteration 22Q (8674.960000 sec): 3 clusters
  Score: Raw -177359.305499 + Penalty 2461.063470 = -174898.242029
  nChanged 4
		SP:Iteration 23Q (8674.960000 sec): 3 clusters
  Score: Raw -177361.442162 + Penalty 2461.063470 = -174900.378692
  nChanged 2
		SP:Iteration 24Q (8674.970000 sec): 3 clusters
  Score: Raw -177363.084472 + Penalty 2461.063470 = -174902.021002
  nChanged 4
		SP:Iteration 25Q (8674.980000 sec): 3 clusters
  Score: Raw -177364.475378 + Penalty 2461.063470 = -174903.411908
  nChanged 4
		SP:Iteration 26Q (8674.980000 sec): 3 clusters
  Score: Raw -177365.748949 + Penalty 2461.063470 = -174904.685479
  nChanged 2
		SP:Iteration 27Q (8674.980000 sec): 3 clusters
  Score: Raw -177366.320098 + Penalty 2461.063470 = -174905.256628
  nChanged 0
		SP:Iteration 28F (8674.990000 sec): 3 clusters
  Score: Raw -177366.320098 + Penalty 2461.063470 = -174905.256628
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 96 (55474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8675.160000 sec): 2 clusters
  Score: Raw -5623205.190253 + Penalty 1775.096330 = -5621430.093923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8675.300000 sec): 3 clusters
  Score: Raw -5587734.521364 + Penalty 3550.192659 = -5584184.328705
  nChanged 26212
		SP:Iteration 1F (8675.440000 sec): 3 clusters
  Score: Raw -5602878.520027 + Penalty 3550.192659 = -5599328.327367
  nChanged 2480
		SP:Iteration 2Q (8675.580000 sec): 3 clusters
  Score: Raw -5603704.190269 + Penalty 3550.192659 = -5600153.997609
  nChanged 2639
		SP:Iteration 3Q (8675.720000 sec): 3 clusters
  Score: Raw -5604777.147896 + Penalty 3550.192659 = -5601226.955236
  nChanged 2972
		SP:Iteration 4F (8675.860000 sec): 3 clusters
  Score: Raw -5606174.112956 + Penalty 3550.192659 = -5602623.920296
  nChanged 3194
		SP:Iteration 5F (8676.000000 sec): 3 clusters
  Score: Raw -5607779.935226 + Penalty 3550.192659 = -5604229.742567
  nChanged 3203
		SP:Iteration 6F (8676.140000 sec): 3 clusters
  Score: Raw -5609359.048894 + Penalty 3550.192659 = -5605808.856235
  nChanged 2980
		SP:Iteration 7F (8676.280000 sec): 3 clusters
  Score: Raw -5610747.864204 + Penalty 3550.192659 = -5607197.671545
  nChanged 2661
		SP:Iteration 8Q (8676.420000 sec): 3 clusters
  Score: Raw -5611940.245063 + Penalty 3550.192659 = -5608390.052403
  nChanged 2241
		SP:Iteration 9Q (8676.560000 sec): 3 clusters
  Score: Raw -5612865.831298 + Penalty 3550.192659 = -5609315.638638
  nChanged 1894
		SP:Iteration 10Q (8676.700000 sec): 3 clusters
  Score: Raw -5613636.573159 + Penalty 3550.192659 = -5610086.380500
  nChanged 1687
		SP:Iteration 11Q (8676.860000 sec): 3 clusters
  Score: Raw -5614437.080083 + Penalty 3550.192659 = -5610886.887424
  nChanged 1717
		SP:Iteration 12Q (8677.000000 sec): 3 clusters
  Score: Raw -5615502.978605 + Penalty 3550.192659 = -5611952.785945
  nChanged 1830
		SP:Iteration 13Q (8677.140000 sec): 3 clusters
  Score: Raw -5616909.206911 + Penalty 3550.192659 = -5613359.014252
  nChanged 1885
		SP:Iteration 14Q (8677.280000 sec): 3 clusters
  Score: Raw -5618268.625143 + Penalty 3550.192659 = -5614718.432484
  nChanged 1580
		SP:Iteration 15Q (8677.420000 sec): 3 clusters
  Score: Raw -5619164.715475 + Penalty 3550.192659 = -5615614.522816
  nChanged 1175
		SP:Iteration 16Q (8677.560000 sec): 3 clusters
  Score: Raw -5619684.815629 + Penalty 3550.192659 = -5616134.622969
  nChanged 967
		SP:Iteration 17Q (8677.690000 sec): 3 clusters
  Score: Raw -5620039.703525 + Penalty 3550.192659 = -5616489.510866
  nChanged 849
		SP:Iteration 18Q (8677.820000 sec): 3 clusters
  Score: Raw -5620309.214147 + Penalty 3550.192659 = -5616759.021487
  nChanged 764
		SP:Iteration 19Q (8677.940000 sec): 3 clusters
  Score: Raw -5620534.714176 + Penalty 3550.192659 = -5616984.521517
  nChanged 724
		SP:Iteration 20F (8678.080000 sec): 3 clusters
  Score: Raw -5620737.519702 + Penalty 3550.192659 = -5617187.327042
  nChanged 699
		SP:Iteration 21Q (8678.210000 sec): 3 clusters
  Score: Raw -5620936.011232 + Penalty 3550.192659 = -5617385.818573
  nChanged 653
		SP:Iteration 22Q (8678.340000 sec): 3 clusters
  Score: Raw -5621113.178579 + Penalty 3550.192659 = -5617562.985919
  nChanged 554
		SP:Iteration 23Q (8678.470000 sec): 3 clusters
  Score: Raw -5621253.469398 + Penalty 3550.192659 = -5617703.276739
  nChanged 514
		SP:Iteration 24Q (8678.590000 sec): 3 clusters
  Score: Raw -5621386.098551 + Penalty 3550.192659 = -5617835.905891
  nChanged 515
		SP:Iteration 25Q (8678.710000 sec): 3 clusters
  Score: Raw -5621515.601508 + Penalty 3550.192659 = -5617965.408849
  nChanged 476
		SP:Iteration 26Q (8678.830000 sec): 3 clusters
  Score: Raw -5621626.902533 + Penalty 3550.192659 = -5618076.709873
  nChanged 445
		SP:Iteration 27Q (8678.960000 sec): 3 clusters
  Score: Raw -5621722.592391 + Penalty 3550.192659 = -5618172.399732
  nChanged 410
		SP:Iteration 28Q (8679.080000 sec): 3 clusters
  Score: Raw -5621805.501094 + Penalty 3550.192659 = -5618255.308435
  nChanged 371
		SP:Iteration 29Q (8679.190000 sec): 3 clusters
  Score: Raw -5621880.173615 + Penalty 3550.192659 = -5618329.980956
  nChanged 369
		SP:Iteration 30Q (8679.310000 sec): 3 clusters
  Score: Raw -5621957.355626 + Penalty 3550.192659 = -5618407.162966
  nChanged 379
		SP:Iteration 31Q (8679.430000 sec): 3 clusters
  Score: Raw -5622034.694828 + Penalty 3550.192659 = -5618484.502168
  nChanged 378
		SP:Iteration 32Q (8679.540000 sec): 3 clusters
  Score: Raw -5622115.273549 + Penalty 3550.192659 = -5618565.080890
  nChanged 345
		SP:Iteration 33Q (8679.660000 sec): 3 clusters
  Score: Raw -5622186.620959 + Penalty 3550.192659 = -5618636.428300
  nChanged 309
		SP:Iteration 34Q (8679.780000 sec): 3 clusters
  Score: Raw -5622249.179385 + Penalty 3550.192659 = -5618698.986725
  nChanged 281
		SP:Iteration 35Q (8679.890000 sec): 3 clusters
  Score: Raw -5622306.700197 + Penalty 3550.192659 = -5618756.507537
  nChanged 282
		SP:Iteration 36Q (8680.010000 sec): 3 clusters
  Score: Raw -5622360.753083 + Penalty 3550.192659 = -5618810.560424
  nChanged 243
		SP:Iteration 37Q (8680.120000 sec): 3 clusters
  Score: Raw -5622409.047497 + Penalty 3550.192659 = -5618858.854837
  nChanged 265
		SP:Iteration 38Q (8680.240000 sec): 3 clusters
  Score: Raw -5622464.440910 + Penalty 3550.192659 = -5618914.248251
  nChanged 270
		SP:Iteration 39Q (8680.350000 sec): 3 clusters
  Score: Raw -5622519.973980 + Penalty 3550.192659 = -5618969.781321
  nChanged 259
		SP:Iteration 40F (8680.490000 sec): 3 clusters
  Score: Raw -5622574.796201 + Penalty 3550.192659 = -5619024.603542
  nChanged 257
		SP:Iteration 41Q (8680.600000 sec): 3 clusters
  Score: Raw -5622633.675956 + Penalty 3550.192659 = -5619083.483296
  nChanged 259
		SP:Iteration 42Q (8680.710000 sec): 3 clusters
  Score: Raw -5622694.899414 + Penalty 3550.192659 = -5619144.706754
  nChanged 250
		SP:Iteration 43Q (8680.820000 sec): 3 clusters
  Score: Raw -5622755.346477 + Penalty 3550.192659 = -5619205.153817
  nChanged 266
		SP:Iteration 44Q (8680.940000 sec): 3 clusters
  Score: Raw -5622818.306414 + Penalty 3550.192659 = -5619268.113755
  nChanged 234
		SP:Iteration 45Q (8681.040000 sec): 3 clusters
  Score: Raw -5622877.655030 + Penalty 3550.192659 = -5619327.462370
  nChanged 227
		SP:Iteration 46Q (8681.150000 sec): 3 clusters
  Score: Raw -5622939.248046 + Penalty 3550.192659 = -5619389.055387
  nChanged 215
		SP:Iteration 47Q (8681.260000 sec): 3 clusters
  Score: Raw -5622997.959548 + Penalty 3550.192659 = -5619447.766888
  nChanged 187
		SP:Iteration 48Q (8681.370000 sec): 3 clusters
  Score: Raw -5623044.784472 + Penalty 3550.192659 = -5619494.591813
  nChanged 170
		SP:Iteration 49Q (8681.470000 sec): 3 clusters
  Score: Raw -5623086.597068 + Penalty 3550.192659 = -5619536.404408
  nChanged 159
		SP:Iteration 50Q (8681.580000 sec): 3 clusters
  Score: Raw -5623122.193078 + Penalty 3550.192659 = -5619572.000418
  nChanged 140
		SP:Iteration 51Q (8681.690000 sec): 3 clusters
  Score: Raw -5623153.598724 + Penalty 3550.192659 = -5619603.406064
  nChanged 143
		SP:Iteration 52Q (8681.790000 sec): 3 clusters
  Score: Raw -5623187.971641 + Penalty 3550.192659 = -5619637.778982
  nChanged 155
		SP:Iteration 53Q (8681.900000 sec): 3 clusters
  Score: Raw -5623227.387299 + Penalty 3550.192659 = -5619677.194639
  nChanged 140
		SP:Iteration 54Q (8682.000000 sec): 3 clusters
  Score: Raw -5623259.350300 + Penalty 3550.192659 = -5619709.157640
  nChanged 124
		SP:Iteration 55Q (8682.110000 sec): 3 clusters
  Score: Raw -5623288.518132 + Penalty 3550.192659 = -5619738.325473
  nChanged 121
		SP:Iteration 56Q (8682.210000 sec): 3 clusters
  Score: Raw -5623318.388912 + Penalty 3550.192659 = -5619768.196252
  nChanged 111
		SP:Iteration 57Q (8682.320000 sec): 3 clusters
  Score: Raw -5623345.129920 + Penalty 3550.192659 = -5619794.937261
  nChanged 112
		SP:Iteration 58Q (8682.420000 sec): 3 clusters
  Score: Raw -5623372.535875 + Penalty 3550.192659 = -5619822.343215
  nChanged 93
		SP:Iteration 59Q (8682.530000 sec): 3 clusters
  Score: Raw -5623395.416165 + Penalty 3550.192659 = -5619845.223505
  nChanged 96
		SP:Iteration 60F (8682.660000 sec): 3 clusters
  Score: Raw -5623419.130749 + Penalty 3550.192659 = -5619868.938089
  nChanged 89
		SP:Iteration 61Q (8682.770000 sec): 3 clusters
  Score: Raw -5623442.715409 + Penalty 3550.192659 = -5619892.522750
  nChanged 90
		SP:Iteration 62Q (8682.870000 sec): 3 clusters
  Score: Raw -5623468.037293 + Penalty 3550.192659 = -5619917.844634
  nChanged 98
		SP:Iteration 63Q (8682.970000 sec): 3 clusters
  Score: Raw -5623497.701449 + Penalty 3550.192659 = -5619947.508790
  nChanged 83
		SP:Iteration 64Q (8683.080000 sec): 3 clusters
  Score: Raw -5623523.259371 + Penalty 3550.192659 = -5619973.066712
  nChanged 81
		SP:Iteration 65Q (8683.180000 sec): 3 clusters
  Score: Raw -5623548.887294 + Penalty 3550.192659 = -5619998.694635
  nChanged 78
		SP:Iteration 66Q (8683.280000 sec): 3 clusters
  Score: Raw -5623570.039761 + Penalty 3550.192659 = -5620019.847102
  nChanged 74
		SP:Iteration 67Q (8683.380000 sec): 3 clusters
  Score: Raw -5623589.121611 + Penalty 3550.192659 = -5620038.928951
  nChanged 64
		SP:Iteration 68Q (8683.480000 sec): 3 clusters
  Score: Raw -5623613.002003 + Penalty 3550.192659 = -5620062.809344
  nChanged 65
		SP:Iteration 69Q (8683.590000 sec): 3 clusters
  Score: Raw -5623636.698852 + Penalty 3550.192659 = -5620086.506193
  nChanged 68
		SP:Iteration 70Q (8683.690000 sec): 3 clusters
  Score: Raw -5623664.633240 + Penalty 3550.192659 = -5620114.440580
  nChanged 84
		SP:Iteration 71Q (8683.790000 sec): 3 clusters
  Score: Raw -5623704.301186 + Penalty 3550.192659 = -5620154.108526
  nChanged 83
		SP:Iteration 72Q (8683.890000 sec): 3 clusters
  Score: Raw -5623743.413258 + Penalty 3550.192659 = -5620193.220598
  nChanged 74
		SP:Iteration 73Q (8683.990000 sec): 3 clusters
  Score: Raw -5623778.959834 + Penalty 3550.192659 = -5620228.767174
  nChanged 69
		SP:Iteration 74Q (8684.090000 sec): 3 clusters
  Score: Raw -5623827.037895 + Penalty 3550.192659 = -5620276.845235
  nChanged 81
		SP:Iteration 75Q (8684.190000 sec): 3 clusters
  Score: Raw -5623892.992869 + Penalty 3550.192659 = -5620342.800210
  nChanged 84
		SP:Iteration 76Q (8684.290000 sec): 3 clusters
  Score: Raw -5623961.451982 + Penalty 3550.192659 = -5620411.259322
  nChanged 88
		SP:Iteration 77Q (8684.390000 sec): 3 clusters
  Score: Raw -5624060.474902 + Penalty 3550.192659 = -5620510.282242
  nChanged 77
		SP:Iteration 78Q (8684.490000 sec): 3 clusters
  Score: Raw -5624127.996966 + Penalty 3550.192659 = -5620577.804306
  nChanged 71
		SP:Iteration 79Q (8684.590000 sec): 3 clusters
  Score: Raw -5624179.258845 + Penalty 3550.192659 = -5620629.066186
  nChanged 54
		SP:Iteration 80F (8684.720000 sec): 3 clusters
  Score: Raw -5624211.864519 + Penalty 3550.192659 = -5620661.671860
  nChanged 48
		SP:Iteration 81Q (8684.820000 sec): 3 clusters
  Score: Raw -5624230.775943 + Penalty 3550.192659 = -5620680.583283
  nChanged 31
		SP:Iteration 82Q (8684.920000 sec): 3 clusters
  Score: Raw -5624240.919479 + Penalty 3550.192659 = -5620690.726820
  nChanged 25
		SP:Iteration 83Q (8685.020000 sec): 3 clusters
  Score: Raw -5624248.816500 + Penalty 3550.192659 = -5620698.623841
  nChanged 24
		SP:Iteration 84Q (8685.110000 sec): 3 clusters
  Score: Raw -5624254.962571 + Penalty 3550.192659 = -5620704.769912
  nChanged 14
		SP:Iteration 85Q (8685.210000 sec): 3 clusters
  Score: Raw -5624258.589558 + Penalty 3550.192659 = -5620708.396899
  nChanged 13
		SP:Iteration 86Q (8685.310000 sec): 3 clusters
  Score: Raw -5624262.241654 + Penalty 3550.192659 = -5620712.048995
  nChanged 12
		SP:Iteration 87Q (8685.400000 sec): 3 clusters
  Score: Raw -5624266.198711 + Penalty 3550.192659 = -5620716.006051
  nChanged 8
		SP:Iteration 88Q (8685.500000 sec): 3 clusters
  Score: Raw -5624267.772998 + Penalty 3550.192659 = -5620717.580339
  nChanged 5
		SP:Iteration 89Q (8685.590000 sec): 3 clusters
  Score: Raw -5624268.953354 + Penalty 3550.192659 = -5620718.760695
  nChanged 4
		SP:Iteration 90Q (8685.690000 sec): 3 clusters
  Score: Raw -5624269.590443 + Penalty 3550.192659 = -5620719.397783
  nChanged 3
		SP:Iteration 91Q (8685.790000 sec): 3 clusters
  Score: Raw -5624270.129199 + Penalty 3550.192659 = -5620719.936540
  nChanged 3
		SP:Iteration 92Q (8685.890000 sec): 3 clusters
  Score: Raw -5624270.686446 + Penalty 3550.192659 = -5620720.493786
  nChanged 3
		SP:Iteration 93Q (8685.990000 sec): 3 clusters
  Score: Raw -5624271.228342 + Penalty 3550.192659 = -5620721.035683
  nChanged 1
		SP:Iteration 94Q (8686.090000 sec): 3 clusters
  Score: Raw -5624271.604240 + Penalty 3550.192659 = -5620721.411581
  nChanged 0
		SP:Iteration 95F (8686.220000 sec): 3 clusters
  Score: Raw -5624271.604240 + Penalty 3550.192659 = -5620721.411581
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 97 (116287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8686.540000 sec): 2 clusters
  Score: Raw -11955950.561190 + Penalty 1895.370190 = -11954055.191000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8686.840000 sec): 3 clusters
  Score: Raw -11880128.734090 + Penalty 3790.740380 = -11876337.993711
  nChanged 55656
		SP:Iteration 1F (8687.140000 sec): 3 clusters
  Score: Raw -11912219.954690 + Penalty 3790.740380 = -11908429.214311
  nChanged 3169
		SP:Iteration 2Q (8687.450000 sec): 3 clusters
  Score: Raw -11912819.424365 + Penalty 3790.740380 = -11909028.683986
  nChanged 3176
		SP:Iteration 3Q (8687.760000 sec): 3 clusters
  Score: Raw -11913478.926462 + Penalty 3790.740380 = -11909688.186082
  nChanged 3304
		SP:Iteration 4Q (8688.060000 sec): 3 clusters
  Score: Raw -11914283.995910 + Penalty 3790.740380 = -11910493.255531
  nChanged 3580
		SP:Iteration 5Q (8688.370000 sec): 3 clusters
  Score: Raw -11915320.857409 + Penalty 3790.740380 = -11911530.117030
  nChanged 4071
		SP:Iteration 6Q (8688.680000 sec): 3 clusters
  Score: Raw -11916767.657390 + Penalty 3790.740380 = -11912976.917010
  nChanged 4768
		SP:Iteration 7Q (8688.990000 sec): 3 clusters
  Score: Raw -11918827.918569 + Penalty 3790.740380 = -11915037.178189
  nChanged 5599
		SP:Iteration 8Q (8689.300000 sec): 3 clusters
  Score: Raw -11921708.377186 + Penalty 3790.740380 = -11917917.636807
  nChanged 6296
		SP:Iteration 9F (8689.590000 sec): 3 clusters
  Score: Raw -11925420.000516 + Penalty 3790.740380 = -11921629.260137
  nChanged 6664
		SP:Iteration 10F (8689.890000 sec): 3 clusters
  Score: Raw -11929474.906950 + Penalty 3790.740380 = -11925684.166571
  nChanged 6528
		SP:Iteration 11F (8690.180000 sec): 3 clusters
  Score: Raw -11933445.517045 + Penalty 3790.740380 = -11929654.776665
  nChanged 6041
		SP:Iteration 12F (8690.480000 sec): 3 clusters
  Score: Raw -11936885.008588 + Penalty 3790.740380 = -11933094.268209
  nChanged 5466
		SP:Iteration 13Q (8690.780000 sec): 3 clusters
  Score: Raw -11939760.498193 + Penalty 3790.740380 = -11935969.757814
  nChanged 5004
		SP:Iteration 14Q (8691.060000 sec): 3 clusters
  Score: Raw -11942225.590650 + Penalty 3790.740380 = -11938434.850270
  nChanged 4686
		SP:Iteration 15Q (8691.350000 sec): 3 clusters
  Score: Raw -11944514.267272 + Penalty 3790.740380 = -11940723.526893
  nChanged 4458
		SP:Iteration 16Q (8691.630000 sec): 3 clusters
  Score: Raw -11946652.548503 + Penalty 3790.740380 = -11942861.808124
  nChanged 4099
		SP:Iteration 17Q (8691.910000 sec): 3 clusters
  Score: Raw -11948575.408031 + Penalty 3790.740380 = -11944784.667651
  nChanged 3713
		SP:Iteration 18Q (8692.180000 sec): 3 clusters
  Score: Raw -11950299.044575 + Penalty 3790.740380 = -11946508.304196
  nChanged 3259
		SP:Iteration 19Q (8692.440000 sec): 3 clusters
  Score: Raw -11951784.288785 + Penalty 3790.740380 = -11947993.548405
  nChanged 2651
		SP:Iteration 20F (8692.730000 sec): 3 clusters
  Score: Raw -11952950.389237 + Penalty 3790.740380 = -11949159.648858
  nChanged 2101
		SP:Iteration 21Q (8692.980000 sec): 3 clusters
  Score: Raw -11953844.973512 + Penalty 3790.740380 = -11950054.233132
  nChanged 1608
		SP:Iteration 22Q (8693.220000 sec): 3 clusters
  Score: Raw -11954495.301401 + Penalty 3790.740380 = -11950704.561022
  nChanged 1173
		SP:Iteration 23Q (8693.460000 sec): 3 clusters
  Score: Raw -11954959.516802 + Penalty 3790.740380 = -11951168.776422
  nChanged 928
		SP:Iteration 24Q (8693.690000 sec): 3 clusters
  Score: Raw -11955321.337926 + Penalty 3790.740380 = -11951530.597546
  nChanged 682
		SP:Iteration 25Q (8693.920000 sec): 3 clusters
  Score: Raw -11955578.484664 + Penalty 3790.740380 = -11951787.744284
  nChanged 503
		SP:Iteration 26Q (8694.140000 sec): 3 clusters
  Score: Raw -11955763.931002 + Penalty 3790.740380 = -11951973.190622
  nChanged 373
		SP:Iteration 27Q (8694.370000 sec): 3 clusters
  Score: Raw -11955895.727874 + Penalty 3790.740380 = -11952104.987494
  nChanged 292
		SP:Iteration 28Q (8694.590000 sec): 3 clusters
  Score: Raw -11955999.922534 + Penalty 3790.740380 = -11952209.182154
  nChanged 223
		SP:Iteration 29Q (8694.800000 sec): 3 clusters
  Score: Raw -11956072.888417 + Penalty 3790.740380 = -11952282.148038
  nChanged 165
		SP:Iteration 30Q (8695.020000 sec): 3 clusters
  Score: Raw -11956130.127471 + Penalty 3790.740380 = -11952339.387091
  nChanged 134
		SP:Iteration 31Q (8695.240000 sec): 3 clusters
  Score: Raw -11956170.359095 + Penalty 3790.740380 = -11952379.618716
  nChanged 103
		SP:Iteration 32Q (8695.450000 sec): 3 clusters
  Score: Raw -11956202.912199 + Penalty 3790.740380 = -11952412.171819
  nChanged 80
		SP:Iteration 33Q (8695.660000 sec): 3 clusters
  Score: Raw -11956229.755341 + Penalty 3790.740380 = -11952439.014962
  nChanged 71
		SP:Iteration 34Q (8695.880000 sec): 3 clusters
  Score: Raw -11956253.223860 + Penalty 3790.740380 = -11952462.483480
  nChanged 60
		SP:Iteration 35Q (8696.090000 sec): 3 clusters
  Score: Raw -11956273.284142 + Penalty 3790.740380 = -11952482.543762
  nChanged 52
		SP:Iteration 36Q (8696.300000 sec): 3 clusters
  Score: Raw -11956287.646615 + Penalty 3790.740380 = -11952496.906235
  nChanged 35
		SP:Iteration 37Q (8696.510000 sec): 3 clusters
  Score: Raw -11956297.325582 + Penalty 3790.740380 = -11952506.585202
  nChanged 33
		SP:Iteration 38Q (8696.720000 sec): 3 clusters
  Score: Raw -11956305.996288 + Penalty 3790.740380 = -11952515.255908
  nChanged 39
		SP:Iteration 39Q (8696.940000 sec): 3 clusters
  Score: Raw -11956316.380455 + Penalty 3790.740380 = -11952525.640076
  nChanged 34
		SP:Iteration 40F (8697.220000 sec): 3 clusters
  Score: Raw -11956325.337192 + Penalty 3790.740380 = -11952534.596812
  nChanged 23
		SP:Iteration 41Q (8697.430000 sec): 3 clusters
  Score: Raw -11956331.272457 + Penalty 3790.740380 = -11952540.532078
  nChanged 22
		SP:Iteration 42Q (8697.640000 sec): 3 clusters
  Score: Raw -11956335.810317 + Penalty 3790.740380 = -11952545.069938
  nChanged 14
		SP:Iteration 43Q (8697.860000 sec): 3 clusters
  Score: Raw -11956339.641218 + Penalty 3790.740380 = -11952548.900839
  nChanged 21
		SP:Iteration 44Q (8698.070000 sec): 3 clusters
  Score: Raw -11956345.836203 + Penalty 3790.740380 = -11952555.095823
  nChanged 22
		SP:Iteration 45Q (8698.280000 sec): 3 clusters
  Score: Raw -11956351.695206 + Penalty 3790.740380 = -11952560.954827
  nChanged 17
		SP:Iteration 46Q (8698.490000 sec): 3 clusters
  Score: Raw -11956357.553030 + Penalty 3790.740380 = -11952566.812650
  nChanged 26
		SP:Iteration 47Q (8698.700000 sec): 3 clusters
  Score: Raw -11956366.110449 + Penalty 3790.740380 = -11952575.370069
  nChanged 27
		SP:Iteration 48Q (8698.940000 sec): 3 clusters
  Score: Raw -11956374.322156 + Penalty 3790.740380 = -11952583.581776
  nChanged 25
		SP:Iteration 49Q (8699.140000 sec): 3 clusters
  Score: Raw -11956380.539363 + Penalty 3790.740380 = -11952589.798984
  nChanged 24
		SP:Iteration 50Q (8699.360000 sec): 3 clusters
  Score: Raw -11956386.598688 + Penalty 3790.740380 = -11952595.858309
  nChanged 19
		SP:Iteration 51Q (8699.560000 sec): 3 clusters
  Score: Raw -11956392.714881 + Penalty 3790.740380 = -11952601.974501
  nChanged 20
		SP:Iteration 52Q (8699.770000 sec): 3 clusters
  Score: Raw -11956399.247363 + Penalty 3790.740380 = -11952608.506983
  nChanged 20
		SP:Iteration 53Q (8699.980000 sec): 3 clusters
  Score: Raw -11956405.391375 + Penalty 3790.740380 = -11952614.650995
  nChanged 20
		SP:Iteration 54Q (8700.190000 sec): 3 clusters
  Score: Raw -11956410.744784 + Penalty 3790.740380 = -11952620.004404
  nChanged 15
		SP:Iteration 55Q (8700.400000 sec): 3 clusters
  Score: Raw -11956415.538255 + Penalty 3790.740380 = -11952624.797876
  nChanged 13
		SP:Iteration 56Q (8700.610000 sec): 3 clusters
  Score: Raw -11956420.190396 + Penalty 3790.740380 = -11952629.450016
  nChanged 13
		SP:Iteration 57Q (8700.820000 sec): 3 clusters
  Score: Raw -11956423.703883 + Penalty 3790.740380 = -11952632.963503
  nChanged 14
		SP:Iteration 58Q (8701.030000 sec): 3 clusters
  Score: Raw -11956427.484312 + Penalty 3790.740380 = -11952636.743933
  nChanged 13
		SP:Iteration 59Q (8701.240000 sec): 3 clusters
  Score: Raw -11956431.399407 + Penalty 3790.740380 = -11952640.659027
  nChanged 10
		SP:Iteration 60F (8701.530000 sec): 3 clusters
  Score: Raw -11956434.298303 + Penalty 3790.740380 = -11952643.557924
  nChanged 10
		SP:Iteration 61Q (8701.740000 sec): 3 clusters
  Score: Raw -11956437.429392 + Penalty 3790.740380 = -11952646.689013
  nChanged 9
		SP:Iteration 62Q (8701.950000 sec): 3 clusters
  Score: Raw -11956439.109954 + Penalty 3790.740380 = -11952648.369574
  nChanged 7
		SP:Iteration 63Q (8702.160000 sec): 3 clusters
  Score: Raw -11956441.165678 + Penalty 3790.740380 = -11952650.425298
  nChanged 6
		SP:Iteration 64Q (8702.370000 sec): 3 clusters
  Score: Raw -11956442.434522 + Penalty 3790.740380 = -11952651.694142
  nChanged 6
		SP:Iteration 65Q (8702.580000 sec): 3 clusters
  Score: Raw -11956444.534119 + Penalty 3790.740380 = -11952653.793739
  nChanged 4
		SP:Iteration 66Q (8702.790000 sec): 3 clusters
  Score: Raw -11956445.676185 + Penalty 3790.740380 = -11952654.935806
  nChanged 10
		SP:Iteration 67Q (8703.000000 sec): 3 clusters
  Score: Raw -11956448.481294 + Penalty 3790.740380 = -11952657.740915
  nChanged 9
		SP:Iteration 68Q (8703.200000 sec): 3 clusters
  Score: Raw -11956450.955288 + Penalty 3790.740380 = -11952660.214908
  nChanged 6
		SP:Iteration 69Q (8703.410000 sec): 3 clusters
  Score: Raw -11956452.558684 + Penalty 3790.740380 = -11952661.818305
  nChanged 6
		SP:Iteration 70Q (8703.620000 sec): 3 clusters
  Score: Raw -11956454.040687 + Penalty 3790.740380 = -11952663.300307
  nChanged 3
		SP:Iteration 71Q (8703.830000 sec): 3 clusters
  Score: Raw -11956454.718452 + Penalty 3790.740380 = -11952663.978073
  nChanged 2
		SP:Iteration 72Q (8704.040000 sec): 3 clusters
  Score: Raw -11956455.223397 + Penalty 3790.740380 = -11952664.483018
  nChanged 2
		SP:Iteration 73Q (8704.250000 sec): 3 clusters
  Score: Raw -11956455.743027 + Penalty 3790.740380 = -11952665.002647
  nChanged 0
		SP:Iteration 74F (8704.530000 sec): 3 clusters
  Score: Raw -11956455.743027 + Penalty 3790.740380 = -11952665.002647
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 98 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8704.600000 sec): 2 clusters
  Score: Raw -124721.514762 + Penalty 1165.394234 = -123556.120529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8704.600000 sec): 3 clusters
  Score: Raw -124264.311836 + Penalty 2330.788467 = -121933.523369
  nChanged 402
		SP:Iteration 1F (8704.600000 sec): 3 clusters
  Score: Raw -124560.724821 + Penalty 2330.788467 = -122229.936353
  nChanged 88
		SP:Iteration 2F (8704.610000 sec): 3 clusters
  Score: Raw -124624.590676 + Penalty 2330.788467 = -122293.802208
  nChanged 40
		SP:Iteration 3Q (8704.610000 sec): 3 clusters
  Score: Raw -124662.436344 + Penalty 2330.788467 = -122331.647877
  nChanged 42
		SP:Iteration 4Q (8704.620000 sec): 3 clusters
  Score: Raw -124698.365261 + Penalty 2330.788467 = -122367.576794
  nChanged 26
		SP:Iteration 5Q (8704.620000 sec): 3 clusters
  Score: Raw -124717.848473 + Penalty 2330.788467 = -122387.060005
  nChanged 19
		SP:Iteration 6Q (8704.620000 sec): 3 clusters
  Score: Raw -124730.847069 + Penalty 2330.788467 = -122400.058601
  nChanged 11
		SP:Iteration 7Q (8704.620000 sec): 3 clusters
  Score: Raw -124736.583968 + Penalty 2330.788467 = -122405.795500
  nChanged 10
		SP:Iteration 8Q (8704.630000 sec): 3 clusters
  Score: Raw -124745.692219 + Penalty 2330.788467 = -122414.903752
  nChanged 11
		SP:Iteration 9Q (8704.630000 sec): 3 clusters
  Score: Raw -124758.507827 + Penalty 2330.788467 = -122427.719360
  nChanged 13
		SP:Iteration 10Q (8704.630000 sec): 3 clusters
  Score: Raw -124775.673506 + Penalty 2330.788467 = -122444.885039
  nChanged 15
		SP:Iteration 11Q (8704.640000 sec): 3 clusters
  Score: Raw -124790.092787 + Penalty 2330.788467 = -122459.304320
  nChanged 14
		SP:Iteration 12Q (8704.640000 sec): 3 clusters
  Score: Raw -124803.276934 + Penalty 2330.788467 = -122472.488467
  nChanged 13
		SP:Iteration 13Q (8704.640000 sec): 3 clusters
  Score: Raw -124816.581859 + Penalty 2330.788467 = -122485.793392
  nChanged 19
		SP:Iteration 14Q (8704.640000 sec): 3 clusters
  Score: Raw -124831.577432 + Penalty 2330.788467 = -122500.788965
  nChanged 14
		SP:Iteration 15Q (8704.650000 sec): 3 clusters
  Score: Raw -124843.139193 + Penalty 2330.788467 = -122512.350726
  nChanged 12
		SP:Iteration 16Q (8704.650000 sec): 3 clusters
  Score: Raw -124857.238655 + Penalty 2330.788467 = -122526.450188
  nChanged 20
		SP:Iteration 17Q (8704.650000 sec): 3 clusters
  Score: Raw -124870.792879 + Penalty 2330.788467 = -122540.004411
  nChanged 8
		SP:Iteration 18Q (8704.660000 sec): 3 clusters
  Score: Raw -124874.946831 + Penalty 2330.788467 = -122544.158364
  nChanged 13
		SP:Iteration 19Q (8704.660000 sec): 3 clusters
  Score: Raw -124881.652501 + Penalty 2330.788467 = -122550.864034
  nChanged 4
		SP:Iteration 20F (8704.660000 sec): 3 clusters
  Score: Raw -124884.028144 + Penalty 2330.788467 = -122553.239677
  nChanged 3
		SP:Iteration 21Q (8704.660000 sec): 3 clusters
  Score: Raw -124885.854353 + Penalty 2330.788467 = -122555.065885
  nChanged 2
		SP:Iteration 22Q (8704.670000 sec): 3 clusters
  Score: Raw -124886.733216 + Penalty 2330.788467 = -122555.944749
  nChanged 3
		SP:Iteration 23Q (8704.670000 sec): 3 clusters
  Score: Raw -124888.667395 + Penalty 2330.788467 = -122557.878927
  nChanged 2
		SP:Iteration 24Q (8704.670000 sec): 3 clusters
  Score: Raw -124889.751377 + Penalty 2330.788467 = -122558.962909
  nChanged 1
		SP:Iteration 25Q (8704.680000 sec): 3 clusters
  Score: Raw -124890.011914 + Penalty 2330.788467 = -122559.223447
  nChanged 0
		SP:Iteration 26F (8704.680000 sec): 3 clusters
  Score: Raw -124890.011914 + Penalty 2330.788467 = -122559.223447
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 99 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8704.690000 sec): 2 clusters
  Score: Raw -157432.184547 + Penalty 1211.486004 = -156220.698543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8704.690000 sec): 3 clusters
  Score: Raw -156752.239500 + Penalty 2422.972008 = -154329.267492
  nChanged 557
		SP:Iteration 1F (8704.700000 sec): 3 clusters
  Score: Raw -157161.999696 + Penalty 2422.972008 = -154739.027688
  nChanged 147
		SP:Iteration 2F (8704.700000 sec): 3 clusters
  Score: Raw -157293.905712 + Penalty 2422.972008 = -154870.933704
  nChanged 92
		SP:Iteration 3F (8704.700000 sec): 3 clusters
  Score: Raw -157368.947109 + Penalty 2422.972008 = -154945.975102
  nChanged 58
		SP:Iteration 4Q (8704.710000 sec): 3 clusters
  Score: Raw -157407.420827 + Penalty 2422.972008 = -154984.448819
  nChanged 36
		SP:Iteration 5Q (8704.710000 sec): 3 clusters
  Score: Raw -157435.745334 + Penalty 2422.972008 = -155012.773326
  nChanged 27
		SP:Iteration 6Q (8704.720000 sec): 3 clusters
  Score: Raw -157456.516007 + Penalty 2422.972008 = -155033.544000
  nChanged 31
		SP:Iteration 7Q (8704.720000 sec): 3 clusters
  Score: Raw -157476.067461 + Penalty 2422.972008 = -155053.095454
  nChanged 30
		SP:Iteration 8Q (8704.720000 sec): 3 clusters
  Score: Raw -157496.189826 + Penalty 2422.972008 = -155073.217818
  nChanged 20
		SP:Iteration 9Q (8704.730000 sec): 3 clusters
  Score: Raw -157506.594638 + Penalty 2422.972008 = -155083.622631
  nChanged 15
		SP:Iteration 10Q (8704.730000 sec): 3 clusters
  Score: Raw -157515.660326 + Penalty 2422.972008 = -155092.688318
  nChanged 17
		SP:Iteration 11Q (8704.740000 sec): 3 clusters
  Score: Raw -157526.391421 + Penalty 2422.972008 = -155103.419413
  nChanged 15
		SP:Iteration 12Q (8704.740000 sec): 3 clusters
  Score: Raw -157535.871584 + Penalty 2422.972008 = -155112.899576
  nChanged 13
		SP:Iteration 13Q (8704.740000 sec): 3 clusters
  Score: Raw -157540.947969 + Penalty 2422.972008 = -155117.975961
  nChanged 12
		SP:Iteration 14Q (8704.750000 sec): 3 clusters
  Score: Raw -157545.601859 + Penalty 2422.972008 = -155122.629851
  nChanged 7
		SP:Iteration 15Q (8704.750000 sec): 3 clusters
  Score: Raw -157549.439871 + Penalty 2422.972008 = -155126.467864
  nChanged 9
		SP:Iteration 16Q (8704.750000 sec): 3 clusters
  Score: Raw -157553.149244 + Penalty 2422.972008 = -155130.177236
  nChanged 6
		SP:Iteration 17Q (8704.750000 sec): 3 clusters
  Score: Raw -157555.933511 + Penalty 2422.972008 = -155132.961503
  nChanged 6
		SP:Iteration 18Q (8704.760000 sec): 3 clusters
  Score: Raw -157559.137436 + Penalty 2422.972008 = -155136.165429
  nChanged 8
		SP:Iteration 19Q (8704.760000 sec): 3 clusters
  Score: Raw -157564.131081 + Penalty 2422.972008 = -155141.159073
  nChanged 7
		SP:Iteration 20F (8704.760000 sec): 3 clusters
  Score: Raw -157567.276228 + Penalty 2422.972008 = -155144.304220
  nChanged 2
		SP:Iteration 21Q (8704.770000 sec): 3 clusters
  Score: Raw -157568.217079 + Penalty 2422.972008 = -155145.245071
  nChanged 3
		SP:Iteration 22Q (8704.770000 sec): 3 clusters
  Score: Raw -157570.071880 + Penalty 2422.972008 = -155147.099872
  nChanged 6
		SP:Iteration 23Q (8704.780000 sec): 3 clusters
  Score: Raw -157572.766079 + Penalty 2422.972008 = -155149.794071
  nChanged 5
		SP:Iteration 24Q (8704.780000 sec): 3 clusters
  Score: Raw -157574.843692 + Penalty 2422.972008 = -155151.871684
  nChanged 1
		SP:Iteration 25Q (8704.780000 sec): 3 clusters
  Score: Raw -157574.978803 + Penalty 2422.972008 = -155152.006795
  nChanged 0
		SP:Iteration 26F (8704.790000 sec): 3 clusters
  Score: Raw -157574.978803 + Penalty 2422.972008 = -155152.006795
  nChanged 0
Iteration 339Q (8713.120000 sec): 101 clusters
  Score: Raw -92209125.355346 + Penalty 223782.393839 = -91985342.961507
  nChanged 4
Deleting Class 21 (38 points): Lose 2015.779343 but Gain 2237.823938
Iteration 340F (8793.050000 sec): 100 clusters
  Score: Raw -92207156.711072 + Penalty 221544.569901 = -91985612.141172
  nChanged 49
Iteration 341Q (8801.290000 sec): 100 clusters
  Score: Raw -92207368.283543 + Penalty 221544.569901 = -91985823.713642
  nChanged 9
Iteration 342Q (8809.540000 sec): 100 clusters
  Score: Raw -92207395.128691 + Penalty 221544.569901 = -91985850.558790
  nChanged 8
Iteration 343Q (8817.770000 sec): 100 clusters
  Score: Raw -92207403.855442 + Penalty 221544.569901 = -91985859.285541
  nChanged 6
Iteration 344Q (8826.010000 sec): 100 clusters
  Score: Raw -92207405.257259 + Penalty 221544.569901 = -91985860.687358
  nChanged 2
Iteration 345Q (8834.270000 sec): 100 clusters
  Score: Raw -92207405.310243 + Penalty 221544.569901 = -91985860.740343
  nChanged 1
Iteration 346Q (8842.480000 sec): 100 clusters
  Score: Raw -92207405.318967 + Penalty 221544.569901 = -91985860.749067
  nChanged 1
Iteration 347Q (8850.710000 sec): 100 clusters
  Score: Raw -92207405.331724 + Penalty 221544.569901 = -91985860.761823
  nChanged 0
Iteration 348F (8929.750000 sec): 100 clusters
  Score: Raw -92207425.352380 + Penalty 221544.569901 = -91985880.782480
  nChanged 2
Iteration 349Q (8937.980000 sec): 100 clusters
  Score: Raw -92207531.307542 + Penalty 221544.569901 = -91985986.737641
  nChanged 2
Iteration 350Q (8946.200000 sec): 100 clusters
  Score: Raw -92207543.458668 + Penalty 221544.569901 = -91985998.888767
  nChanged 0
Iteration 351F (9025.160000 sec): 100 clusters
  Score: Raw -92207700.619264 + Penalty 221544.569901 = -91986156.049363
  nChanged 6
Iteration 352Q (9033.310000 sec): 100 clusters
  Score: Raw -92207898.512872 + Penalty 221544.569901 = -91986353.942971
  nChanged 0
Iteration 353F (9112.400000 sec): 100 clusters
  Score: Raw -92207922.709268 + Penalty 221544.569901 = -91986378.139367
  nChanged 2
Iteration 354Q (9120.620000 sec): 100 clusters
  Score: Raw -92207962.923547 + Penalty 221544.569901 = -91986418.353646
  nChanged 0
Iteration 355F (9199.690000 sec): 100 clusters
  Score: Raw -92207962.923547 + Penalty 221544.569901 = -91986418.353646
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92207962.923547 + Penalty 221544.569901 = -91986418.353646
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9199.890000 sec): 2 clusters
  Score: Raw -2037780.240372 + Penalty 1609.462912 = -2036170.777460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9199.940000 sec): 3 clusters
  Score: Raw -2025636.890196 + Penalty 3218.925823 = -2022417.964373
  nChanged 9107
		SP:Iteration 1F (9199.980000 sec): 3 clusters
  Score: Raw -2030534.271084 + Penalty 3218.925823 = -2027315.345261
  nChanged 931
		SP:Iteration 2Q (9200.030000 sec): 3 clusters
  Score: Raw -2030854.512727 + Penalty 3218.925823 = -2027635.586904
  nChanged 872
		SP:Iteration 3Q (9200.080000 sec): 3 clusters
  Score: Raw -2031198.443123 + Penalty 3218.925823 = -2027979.517300
  nChanged 849
		SP:Iteration 4Q (9200.130000 sec): 3 clusters
  Score: Raw -2031589.120412 + Penalty 3218.925823 = -2028370.194589
  nChanged 892
		SP:Iteration 5Q (9200.180000 sec): 3 clusters
  Score: Raw -2032091.991790 + Penalty 3218.925823 = -2028873.065967
  nChanged 985
		SP:Iteration 6Q (9200.220000 sec): 3 clusters
  Score: Raw -2032813.032005 + Penalty 3218.925823 = -2029594.106182
  nChanged 1069
		SP:Iteration 7F (9200.270000 sec): 3 clusters
  Score: Raw -2033663.710332 + Penalty 3218.925823 = -2030444.784509
  nChanged 1099
		SP:Iteration 8F (9200.320000 sec): 3 clusters
  Score: Raw -2034550.521547 + Penalty 3218.925823 = -2031331.595724
  nChanged 1005
		SP:Iteration 9F (9200.370000 sec): 3 clusters
  Score: Raw -2035372.228215 + Penalty 3218.925823 = -2032153.302392
  nChanged 879
		SP:Iteration 10Q (9200.420000 sec): 3 clusters
  Score: Raw -2036044.143858 + Penalty 3218.925823 = -2032825.218035
  nChanged 758
		SP:Iteration 11Q (9200.460000 sec): 3 clusters
  Score: Raw -2036555.132804 + Penalty 3218.925823 = -2033336.206981
  nChanged 590
		SP:Iteration 12Q (9200.500000 sec): 3 clusters
  Score: Raw -2036909.806834 + Penalty 3218.925823 = -2033690.881011
  nChanged 480
		SP:Iteration 13Q (9200.540000 sec): 3 clusters
  Score: Raw -2037191.141486 + Penalty 3218.925823 = -2033972.215663
  nChanged 383
		SP:Iteration 14Q (9200.580000 sec): 3 clusters
  Score: Raw -2037384.507212 + Penalty 3218.925823 = -2034165.581389
  nChanged 319
		SP:Iteration 15Q (9200.620000 sec): 3 clusters
  Score: Raw -2037530.961596 + Penalty 3218.925823 = -2034312.035773
  nChanged 261
		SP:Iteration 16Q (9200.660000 sec): 3 clusters
  Score: Raw -2037643.254589 + Penalty 3218.925823 = -2034424.328766
  nChanged 209
		SP:Iteration 17Q (9200.700000 sec): 3 clusters
  Score: Raw -2037738.316206 + Penalty 3218.925823 = -2034519.390383
  nChanged 162
		SP:Iteration 18Q (9200.740000 sec): 3 clusters
  Score: Raw -2037808.149109 + Penalty 3218.925823 = -2034589.223286
  nChanged 130
		SP:Iteration 19Q (9200.780000 sec): 3 clusters
  Score: Raw -2037858.768578 + Penalty 3218.925823 = -2034639.842755
  nChanged 100
		SP:Iteration 20F (9200.830000 sec): 3 clusters
  Score: Raw -2037888.274766 + Penalty 3218.925823 = -2034669.348943
  nChanged 69
		SP:Iteration 21Q (9200.870000 sec): 3 clusters
  Score: Raw -2037913.022066 + Penalty 3218.925823 = -2034694.096243
  nChanged 62
		SP:Iteration 22Q (9200.910000 sec): 3 clusters
  Score: Raw -2037934.818778 + Penalty 3218.925823 = -2034715.892955
  nChanged 52
		SP:Iteration 23Q (9200.940000 sec): 3 clusters
  Score: Raw -2037956.219613 + Penalty 3218.925823 = -2034737.293789
  nChanged 52
		SP:Iteration 24Q (9200.980000 sec): 3 clusters
  Score: Raw -2037977.723081 + Penalty 3218.925823 = -2034758.797258
  nChanged 59
		SP:Iteration 25Q (9201.020000 sec): 3 clusters
  Score: Raw -2037997.515930 + Penalty 3218.925823 = -2034778.590107
  nChanged 42
		SP:Iteration 26Q (9201.060000 sec): 3 clusters
  Score: Raw -2038013.820464 + Penalty 3218.925823 = -2034794.894641
  nChanged 34
		SP:Iteration 27Q (9201.090000 sec): 3 clusters
  Score: Raw -2038027.515518 + Penalty 3218.925823 = -2034808.589695
  nChanged 42
		SP:Iteration 28Q (9201.130000 sec): 3 clusters
  Score: Raw -2038045.195914 + Penalty 3218.925823 = -2034826.270091
  nChanged 42
		SP:Iteration 29Q (9201.170000 sec): 3 clusters
  Score: Raw -2038061.278271 + Penalty 3218.925823 = -2034842.352448
  nChanged 39
		SP:Iteration 30Q (9201.200000 sec): 3 clusters
  Score: Raw -2038076.083603 + Penalty 3218.925823 = -2034857.157780
  nChanged 34
		SP:Iteration 31Q (9201.240000 sec): 3 clusters
  Score: Raw -2038086.995830 + Penalty 3218.925823 = -2034868.070007
  nChanged 25
		SP:Iteration 32Q (9201.280000 sec): 3 clusters
  Score: Raw -2038095.240467 + Penalty 3218.925823 = -2034876.314644
  nChanged 21
		SP:Iteration 33Q (9201.310000 sec): 3 clusters
  Score: Raw -2038103.582528 + Penalty 3218.925823 = -2034884.656705
  nChanged 26
		SP:Iteration 34Q (9201.350000 sec): 3 clusters
  Score: Raw -2038112.063572 + Penalty 3218.925823 = -2034893.137749
  nChanged 21
		SP:Iteration 35Q (9201.390000 sec): 3 clusters
  Score: Raw -2038119.681516 + Penalty 3218.925823 = -2034900.755693
  nChanged 26
		SP:Iteration 36Q (9201.420000 sec): 3 clusters
  Score: Raw -2038129.556126 + Penalty 3218.925823 = -2034910.630303
  nChanged 17
		SP:Iteration 37Q (9201.460000 sec): 3 clusters
  Score: Raw -2038135.676164 + Penalty 3218.925823 = -2034916.750341
  nChanged 14
		SP:Iteration 38Q (9201.500000 sec): 3 clusters
  Score: Raw -2038140.919217 + Penalty 3218.925823 = -2034921.993394
  nChanged 12
		SP:Iteration 39Q (9201.530000 sec): 3 clusters
  Score: Raw -2038145.294741 + Penalty 3218.925823 = -2034926.368918
  nChanged 8
		SP:Iteration 40F (9201.580000 sec): 3 clusters
  Score: Raw -2038147.877024 + Penalty 3218.925823 = -2034928.951201
  nChanged 5
		SP:Iteration 41Q (9201.620000 sec): 3 clusters
  Score: Raw -2038149.768973 + Penalty 3218.925823 = -2034930.843150
  nChanged 10
		SP:Iteration 42Q (9201.650000 sec): 3 clusters
  Score: Raw -2038154.244008 + Penalty 3218.925823 = -2034935.318185
  nChanged 8
		SP:Iteration 43Q (9201.690000 sec): 3 clusters
  Score: Raw -2038157.918837 + Penalty 3218.925823 = -2034938.993014
  nChanged 8
		SP:Iteration 44Q (9201.720000 sec): 3 clusters
  Score: Raw -2038160.045491 + Penalty 3218.925823 = -2034941.119668
  nChanged 2
		SP:Iteration 45Q (9201.760000 sec): 3 clusters
  Score: Raw -2038160.583813 + Penalty 3218.925823 = -2034941.657990
  nChanged 0
		SP:Iteration 46F (9201.810000 sec): 3 clusters
  Score: Raw -2038160.583813 + Penalty 3218.925823 = -2034941.657990
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9201.830000 sec): 2 clusters
  Score: Raw -22194.506035 + Penalty 901.724864 = -21292.781171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9201.830000 sec): 3 clusters
  Score: Raw -22337.295955 + Penalty 1803.449728 = -20533.846228
  nChanged 41
		SP:Iteration 1F (9201.830000 sec): 3 clusters
  Score: Raw -22450.981247 + Penalty 1803.449728 = -20647.531519
  nChanged 9
		SP:Iteration 2Q (9201.830000 sec): 3 clusters
  Score: Raw -22475.410506 + Penalty 1803.449728 = -20671.960779
  nChanged 5
		SP:Iteration 3Q (9201.830000 sec): 3 clusters
  Score: Raw -22497.358655 + Penalty 1803.449728 = -20693.908927
  nChanged 9
		SP:Iteration 4Q (9201.830000 sec): 3 clusters
  Score: Raw -22528.387901 + Penalty 1803.449728 = -20724.938173
  nChanged 5
		SP:Iteration 5Q (9201.830000 sec): 3 clusters
  Score: Raw -22539.343447 + Penalty 1803.449728 = -20735.893720
  nChanged 3
		SP:Iteration 6Q (9201.830000 sec): 3 clusters
  Score: Raw -22552.149990 + Penalty 1803.449728 = -20748.700263
  nChanged 2
		SP:Iteration 7Q (9201.830000 sec): 3 clusters
  Score: Raw -22578.845548 + Penalty 1803.449728 = -20775.395821
  nChanged 5
		SP:Iteration 8Q (9201.830000 sec): 3 clusters
  Score: Raw -22591.532249 + Penalty 1803.449728 = -20788.082521
  nChanged 3
		SP:Iteration 9Q (9201.830000 sec): 3 clusters
  Score: Raw -22600.184026 + Penalty 1803.449728 = -20796.734298
  nChanged 1
		SP:Iteration 10Q (9201.830000 sec): 3 clusters
  Score: Raw -22602.197828 + Penalty 1803.449728 = -20798.748100
  nChanged 4
		SP:Iteration 11Q (9201.830000 sec): 3 clusters
  Score: Raw -22610.464710 + Penalty 1803.449728 = -20807.014982
  nChanged 5
		SP:Iteration 12Q (9201.830000 sec): 3 clusters
  Score: Raw -22621.087901 + Penalty 1803.449728 = -20817.638174
  nChanged 1
		SP:Iteration 13Q (9201.830000 sec): 3 clusters
  Score: Raw -22624.444160 + Penalty 1803.449728 = -20820.994432
  nChanged 1
		SP:Iteration 14Q (9201.830000 sec): 3 clusters
  Score: Raw -22631.587582 + Penalty 1803.449728 = -20828.137855
  nChanged 0
		SP:Iteration 15F (9201.840000 sec): 3 clusters
  Score: Raw -22631.587582 + Penalty 1803.449728 = -20828.137855
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9201.960000 sec): 2 clusters
  Score: Raw -4132787.620487 + Penalty 1721.146772 = -4131066.473715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9202.060000 sec): 3 clusters
  Score: Raw -4107760.808628 + Penalty 3442.293543 = -4104318.515085
  nChanged 18502
		SP:Iteration 1F (9202.160000 sec): 3 clusters
  Score: Raw -4118278.474613 + Penalty 3442.293543 = -4114836.181070
  nChanged 1688
		SP:Iteration 2Q (9202.260000 sec): 3 clusters
  Score: Raw -4118884.956107 + Penalty 3442.293543 = -4115442.662564
  nChanged 1818
		SP:Iteration 3Q (9202.360000 sec): 3 clusters
  Score: Raw -4119678.006492 + Penalty 3442.293543 = -4116235.712949
  nChanged 2106
		SP:Iteration 4F (9202.460000 sec): 3 clusters
  Score: Raw -4120755.286933 + Penalty 3442.293543 = -4117312.993390
  nChanged 2404
		SP:Iteration 5F (9202.560000 sec): 3 clusters
  Score: Raw -4122223.797273 + Penalty 3442.293543 = -4118781.503730
  nChanged 2596
		SP:Iteration 6F (9202.660000 sec): 3 clusters
  Score: Raw -4124071.948859 + Penalty 3442.293543 = -4120629.655316
  nChanged 2682
		SP:Iteration 7F (9202.760000 sec): 3 clusters
  Score: Raw -4126167.438184 + Penalty 3442.293543 = -4122725.144640
  nChanged 2363
		SP:Iteration 8F (9202.850000 sec): 3 clusters
  Score: Raw -4127989.681498 + Penalty 3442.293543 = -4124547.387955
  nChanged 1829
		SP:Iteration 9Q (9202.950000 sec): 3 clusters
  Score: Raw -4129131.068536 + Penalty 3442.293543 = -4125688.774992
  nChanged 1209
		SP:Iteration 10Q (9203.050000 sec): 3 clusters
  Score: Raw -4129655.462157 + Penalty 3442.293543 = -4126213.168613
  nChanged 760
		SP:Iteration 11Q (9203.140000 sec): 3 clusters
  Score: Raw -4129970.570821 + Penalty 3442.293543 = -4126528.277278
  nChanged 612
		SP:Iteration 12Q (9203.230000 sec): 3 clusters
  Score: Raw -4130216.013479 + Penalty 3442.293543 = -4126773.719935
  nChanged 509
		SP:Iteration 13Q (9203.330000 sec): 3 clusters
  Score: Raw -4130395.450379 + Penalty 3442.293543 = -4126953.156836
  nChanged 481
		SP:Iteration 14Q (9203.420000 sec): 3 clusters
  Score: Raw -4130550.485982 + Penalty 3442.293543 = -4127108.192439
  nChanged 420
		SP:Iteration 15Q (9203.510000 sec): 3 clusters
  Score: Raw -4130665.574279 + Penalty 3442.293543 = -4127223.280736
  nChanged 365
		SP:Iteration 16Q (9203.600000 sec): 3 clusters
  Score: Raw -4130758.863625 + Penalty 3442.293543 = -4127316.570082
  nChanged 318
		SP:Iteration 17Q (9203.690000 sec): 3 clusters
  Score: Raw -4130830.620983 + Penalty 3442.293543 = -4127388.327439
  nChanged 268
		SP:Iteration 18Q (9203.770000 sec): 3 clusters
  Score: Raw -4130892.079444 + Penalty 3442.293543 = -4127449.785900
  nChanged 260
		SP:Iteration 19Q (9203.860000 sec): 3 clusters
  Score: Raw -4130947.151836 + Penalty 3442.293543 = -4127504.858293
  nChanged 258
		SP:Iteration 20F (9203.960000 sec): 3 clusters
  Score: Raw -4131002.431890 + Penalty 3442.293543 = -4127560.138346
  nChanged 252
		SP:Iteration 21Q (9204.050000 sec): 3 clusters
  Score: Raw -4131052.761098 + Penalty 3442.293543 = -4127610.467555
  nChanged 218
		SP:Iteration 22Q (9204.140000 sec): 3 clusters
  Score: Raw -4131094.887746 + Penalty 3442.293543 = -4127652.594203
  nChanged 214
		SP:Iteration 23Q (9204.230000 sec): 3 clusters
  Score: Raw -4131130.409710 + Penalty 3442.293543 = -4127688.116167
  nChanged 175
		SP:Iteration 24Q (9204.310000 sec): 3 clusters
  Score: Raw -4131156.658276 + Penalty 3442.293543 = -4127714.364733
  nChanged 150
		SP:Iteration 25Q (9204.400000 sec): 3 clusters
  Score: Raw -4131180.059908 + Penalty 3442.293543 = -4127737.766365
  nChanged 162
		SP:Iteration 26Q (9204.490000 sec): 3 clusters
  Score: Raw -4131206.919373 + Penalty 3442.293543 = -4127764.625829
  nChanged 163
		SP:Iteration 27Q (9204.570000 sec): 3 clusters
  Score: Raw -4131232.903850 + Penalty 3442.293543 = -4127790.610306
  nChanged 145
		SP:Iteration 28Q (9204.660000 sec): 3 clusters
  Score: Raw -4131253.920644 + Penalty 3442.293543 = -4127811.627101
  nChanged 133
		SP:Iteration 29Q (9204.740000 sec): 3 clusters
  Score: Raw -4131272.690111 + Penalty 3442.293543 = -4127830.396567
  nChanged 146
		SP:Iteration 30Q (9204.830000 sec): 3 clusters
  Score: Raw -4131291.608352 + Penalty 3442.293543 = -4127849.314809
  nChanged 128
		SP:Iteration 31Q (9204.910000 sec): 3 clusters
  Score: Raw -4131308.792134 + Penalty 3442.293543 = -4127866.498590
  nChanged 136
		SP:Iteration 32Q (9205.000000 sec): 3 clusters
  Score: Raw -4131328.551397 + Penalty 3442.293543 = -4127886.257853
  nChanged 129
		SP:Iteration 33Q (9205.080000 sec): 3 clusters
  Score: Raw -4131345.180166 + Penalty 3442.293543 = -4127902.886622
  nChanged 135
		SP:Iteration 34Q (9205.170000 sec): 3 clusters
  Score: Raw -4131364.236142 + Penalty 3442.293543 = -4127921.942599
  nChanged 147
		SP:Iteration 35Q (9205.250000 sec): 3 clusters
  Score: Raw -4131386.247743 + Penalty 3442.293543 = -4127943.954199
  nChanged 141
		SP:Iteration 36Q (9205.330000 sec): 3 clusters
  Score: Raw -4131408.449176 + Penalty 3442.293543 = -4127966.155633
  nChanged 152
		SP:Iteration 37Q (9205.420000 sec): 3 clusters
  Score: Raw -4131433.060280 + Penalty 3442.293543 = -4127990.766736
  nChanged 162
		SP:Iteration 38Q (9205.500000 sec): 3 clusters
  Score: Raw -4131458.436236 + Penalty 3442.293543 = -4128016.142692
  nChanged 155
		SP:Iteration 39Q (9205.590000 sec): 3 clusters
  Score: Raw -4131485.359892 + Penalty 3442.293543 = -4128043.066349
  nChanged 169
		SP:Iteration 40F (9205.690000 sec): 3 clusters
  Score: Raw -4131515.691034 + Penalty 3442.293543 = -4128073.397490
  nChanged 171
		SP:Iteration 41Q (9205.770000 sec): 3 clusters
  Score: Raw -4131546.493718 + Penalty 3442.293543 = -4128104.200175
  nChanged 188
		SP:Iteration 42Q (9205.850000 sec): 3 clusters
  Score: Raw -4131580.305007 + Penalty 3442.293543 = -4128138.011464
  nChanged 164
		SP:Iteration 43Q (9205.930000 sec): 3 clusters
  Score: Raw -4131610.336256 + Penalty 3442.293543 = -4128168.042713
  nChanged 169
		SP:Iteration 44Q (9206.010000 sec): 3 clusters
  Score: Raw -4131641.514837 + Penalty 3442.293543 = -4128199.221294
  nChanged 166
		SP:Iteration 45Q (9206.090000 sec): 3 clusters
  Score: Raw -4131673.120160 + Penalty 3442.293543 = -4128230.826617
  nChanged 154
		SP:Iteration 46Q (9206.180000 sec): 3 clusters
  Score: Raw -4131699.977322 + Penalty 3442.293543 = -4128257.683779
  nChanged 161
		SP:Iteration 47Q (9206.260000 sec): 3 clusters
  Score: Raw -4131730.362278 + Penalty 3442.293543 = -4128288.068734
  nChanged 166
		SP:Iteration 48Q (9206.340000 sec): 3 clusters
  Score: Raw -4131762.325314 + Penalty 3442.293543 = -4128320.031771
  nChanged 158
		SP:Iteration 49Q (9206.420000 sec): 3 clusters
  Score: Raw -4131797.299539 + Penalty 3442.293543 = -4128355.005996
  nChanged 184
		SP:Iteration 50Q (9206.500000 sec): 3 clusters
  Score: Raw -4131839.990015 + Penalty 3442.293543 = -4128397.696472
  nChanged 179
		SP:Iteration 51Q (9206.580000 sec): 3 clusters
  Score: Raw -4131883.161800 + Penalty 3442.293543 = -4128440.868256
  nChanged 181
		SP:Iteration 52Q (9206.660000 sec): 3 clusters
  Score: Raw -4131936.442196 + Penalty 3442.293543 = -4128494.148653
  nChanged 202
		SP:Iteration 53Q (9206.740000 sec): 3 clusters
  Score: Raw -4131997.459915 + Penalty 3442.293543 = -4128555.166372
  nChanged 180
		SP:Iteration 54Q (9206.810000 sec): 3 clusters
  Score: Raw -4132047.128083 + Penalty 3442.293543 = -4128604.834540
  nChanged 173
		SP:Iteration 55Q (9206.890000 sec): 3 clusters
  Score: Raw -4132094.106271 + Penalty 3442.293543 = -4128651.812728
  nChanged 162
		SP:Iteration 56Q (9206.970000 sec): 3 clusters
  Score: Raw -4132135.868598 + Penalty 3442.293543 = -4128693.575054
  nChanged 161
		SP:Iteration 57Q (9207.050000 sec): 3 clusters
  Score: Raw -4132174.000943 + Penalty 3442.293543 = -4128731.707400
  nChanged 130
		SP:Iteration 58Q (9207.130000 sec): 3 clusters
  Score: Raw -4132207.709917 + Penalty 3442.293543 = -4128765.416374
  nChanged 142
		SP:Iteration 59Q (9207.200000 sec): 3 clusters
  Score: Raw -4132246.349840 + Penalty 3442.293543 = -4128804.056297
  nChanged 140
		SP:Iteration 60F (9207.300000 sec): 3 clusters
  Score: Raw -4132285.360334 + Penalty 3442.293543 = -4128843.066790
  nChanged 139
		SP:Iteration 61Q (9207.380000 sec): 3 clusters
  Score: Raw -4132324.668948 + Penalty 3442.293543 = -4128882.375404
  nChanged 146
		SP:Iteration 62Q (9207.450000 sec): 3 clusters
  Score: Raw -4132369.039437 + Penalty 3442.293543 = -4128926.745893
  nChanged 143
		SP:Iteration 63Q (9207.530000 sec): 3 clusters
  Score: Raw -4132411.635063 + Penalty 3442.293543 = -4128969.341519
  nChanged 143
		SP:Iteration 64Q (9207.600000 sec): 3 clusters
  Score: Raw -4132455.508409 + Penalty 3442.293543 = -4129013.214866
  nChanged 133
		SP:Iteration 65Q (9207.680000 sec): 3 clusters
  Score: Raw -4132497.098190 + Penalty 3442.293543 = -4129054.804647
  nChanged 130
		SP:Iteration 66Q (9207.750000 sec): 3 clusters
  Score: Raw -4132539.056399 + Penalty 3442.293543 = -4129096.762855
  nChanged 120
		SP:Iteration 67Q (9207.830000 sec): 3 clusters
  Score: Raw -4132586.931372 + Penalty 3442.293543 = -4129144.637829
  nChanged 117
		SP:Iteration 68Q (9207.900000 sec): 3 clusters
  Score: Raw -4132632.503981 + Penalty 3442.293543 = -4129190.210437
  nChanged 129
		SP:Iteration 69Q (9207.970000 sec): 3 clusters
  Score: Raw -4132684.302257 + Penalty 3442.293543 = -4129242.008714
  nChanged 112
		SP:Iteration 70Q (9208.050000 sec): 3 clusters
  Score: Raw -4132730.927577 + Penalty 3442.293543 = -4129288.634033
  nChanged 99
		SP:Iteration 71Q (9208.120000 sec): 3 clusters
  Score: Raw -4132764.504998 + Penalty 3442.293543 = -4129322.211454
  nChanged 69
		SP:Iteration 72Q (9208.190000 sec): 3 clusters
  Score: Raw -4132787.028472 + Penalty 3442.293543 = -4129344.734929
  nChanged 61
		SP:Iteration 73Q (9208.270000 sec): 3 clusters
  Score: Raw -4132810.992847 + Penalty 3442.293543 = -4129368.699304
  nChanged 73
		SP:Iteration 74Q (9208.340000 sec): 3 clusters
  Score: Raw -4132842.479876 + Penalty 3442.293543 = -4129400.186333
  nChanged 71
		SP:Iteration 75Q (9208.410000 sec): 3 clusters
  Score: Raw -4132870.948829 + Penalty 3442.293543 = -4129428.655286
  nChanged 68
		SP:Iteration 76Q (9208.480000 sec): 3 clusters
  Score: Raw -4132894.608469 + Penalty 3442.293543 = -4129452.314926
  nChanged 53
		SP:Iteration 77Q (9208.550000 sec): 3 clusters
  Score: Raw -4132913.234792 + Penalty 3442.293543 = -4129470.941249
  nChanged 53
		SP:Iteration 78Q (9208.620000 sec): 3 clusters
  Score: Raw -4132937.243474 + Penalty 3442.293543 = -4129494.949930
  nChanged 62
		SP:Iteration 79Q (9208.690000 sec): 3 clusters
  Score: Raw -4132965.958696 + Penalty 3442.293543 = -4129523.665152
  nChanged 48
		SP:Iteration 80F (9208.790000 sec): 3 clusters
  Score: Raw -4132984.685919 + Penalty 3442.293543 = -4129542.392375
  nChanged 36
		SP:Iteration 81Q (9208.860000 sec): 3 clusters
  Score: Raw -4132999.817569 + Penalty 3442.293543 = -4129557.524026
  nChanged 29
		SP:Iteration 82Q (9208.930000 sec): 3 clusters
  Score: Raw -4133011.016045 + Penalty 3442.293543 = -4129568.722502
  nChanged 19
		SP:Iteration 83Q (9209.000000 sec): 3 clusters
  Score: Raw -4133018.222243 + Penalty 3442.293543 = -4129575.928700
  nChanged 11
		SP:Iteration 84Q (9209.070000 sec): 3 clusters
  Score: Raw -4133021.807525 + Penalty 3442.293543 = -4129579.513982
  nChanged 8
		SP:Iteration 85Q (9209.130000 sec): 3 clusters
  Score: Raw -4133024.937726 + Penalty 3442.293543 = -4129582.644183
  nChanged 6
		SP:Iteration 86Q (9209.200000 sec): 3 clusters
  Score: Raw -4133027.555829 + Penalty 3442.293543 = -4129585.262286
  nChanged 5
		SP:Iteration 87Q (9209.270000 sec): 3 clusters
  Score: Raw -4133029.393032 + Penalty 3442.293543 = -4129587.099489
  nChanged 8
		SP:Iteration 88Q (9209.340000 sec): 3 clusters
  Score: Raw -4133031.867157 + Penalty 3442.293543 = -4129589.573614
  nChanged 5
		SP:Iteration 89Q (9209.410000 sec): 3 clusters
  Score: Raw -4133033.068138 + Penalty 3442.293543 = -4129590.774594
  nChanged 5
		SP:Iteration 90Q (9209.480000 sec): 3 clusters
  Score: Raw -4133035.202469 + Penalty 3442.293543 = -4129592.908925
  nChanged 8
		SP:Iteration 91Q (9209.550000 sec): 3 clusters
  Score: Raw -4133038.309456 + Penalty 3442.293543 = -4129596.015913
  nChanged 7
		SP:Iteration 92Q (9209.620000 sec): 3 clusters
  Score: Raw -4133040.990848 + Penalty 3442.293543 = -4129598.697304
  nChanged 6
		SP:Iteration 93Q (9209.690000 sec): 3 clusters
  Score: Raw -4133043.207899 + Penalty 3442.293543 = -4129600.914356
  nChanged 5
		SP:Iteration 94Q (9209.750000 sec): 3 clusters
  Score: Raw -4133044.543665 + Penalty 3442.293543 = -4129602.250122
  nChanged 4
		SP:Iteration 95Q (9209.830000 sec): 3 clusters
  Score: Raw -4133045.815038 + Penalty 3442.293543 = -4129603.521494
  nChanged 10
		SP:Iteration 96Q (9209.890000 sec): 3 clusters
  Score: Raw -4133048.633275 + Penalty 3442.293543 = -4129606.339732
  nChanged 8
		SP:Iteration 97Q (9209.960000 sec): 3 clusters
  Score: Raw -4133051.544058 + Penalty 3442.293543 = -4129609.250515
  nChanged 5
		SP:Iteration 98Q (9210.030000 sec): 3 clusters
  Score: Raw -4133053.114391 + Penalty 3442.293543 = -4129610.820848
  nChanged 7
		SP:Iteration 99Q (9210.100000 sec): 3 clusters
  Score: Raw -4133055.785079 + Penalty 3442.293543 = -4129613.491535
  nChanged 4
		SP:Iteration 100F (9210.200000 sec): 3 clusters
  Score: Raw -4133057.207808 + Penalty 3442.293543 = -4129614.914265
  nChanged 2
		SP:Iteration 101Q (9210.270000 sec): 3 clusters
  Score: Raw -4133057.765095 + Penalty 3442.293543 = -4129615.471551
  nChanged 4
		SP:Iteration 102Q (9210.340000 sec): 3 clusters
  Score: Raw -4133059.184117 + Penalty 3442.293543 = -4129616.890574
  nChanged 6
		SP:Iteration 103Q (9210.410000 sec): 3 clusters
  Score: Raw -4133061.966647 + Penalty 3442.293543 = -4129619.673104
  nChanged 5
		SP:Iteration 104Q (9210.470000 sec): 3 clusters
  Score: Raw -4133063.697979 + Penalty 3442.293543 = -4129621.404435
  nChanged 3
		SP:Iteration 105Q (9210.540000 sec): 3 clusters
  Score: Raw -4133064.912995 + Penalty 3442.293543 = -4129622.619452
  nChanged 5
		SP:Iteration 106Q (9210.610000 sec): 3 clusters
  Score: Raw -4133068.416301 + Penalty 3442.293543 = -4129626.122758
  nChanged 6
		SP:Iteration 107Q (9210.680000 sec): 3 clusters
  Score: Raw -4133070.749159 + Penalty 3442.293543 = -4129628.455616
  nChanged 3
		SP:Iteration 108Q (9210.750000 sec): 3 clusters
  Score: Raw -4133072.098524 + Penalty 3442.293543 = -4129629.804981
  nChanged 2
		SP:Iteration 109Q (9210.820000 sec): 3 clusters
  Score: Raw -4133072.655041 + Penalty 3442.293543 = -4129630.361498
  nChanged 5
		SP:Iteration 110Q (9210.890000 sec): 3 clusters
  Score: Raw -4133074.457856 + Penalty 3442.293543 = -4129632.164312
  nChanged 5
		SP:Iteration 111Q (9210.960000 sec): 3 clusters
  Score: Raw -4133076.553377 + Penalty 3442.293543 = -4129634.259834
  nChanged 9
		SP:Iteration 112Q (9211.030000 sec): 3 clusters
  Score: Raw -4133079.407998 + Penalty 3442.293543 = -4129637.114454
  nChanged 5
		SP:Iteration 113Q (9211.090000 sec): 3 clusters
  Score: Raw -4133080.720547 + Penalty 3442.293543 = -4129638.427004
  nChanged 5
		SP:Iteration 114Q (9211.160000 sec): 3 clusters
  Score: Raw -4133083.196297 + Penalty 3442.293543 = -4129640.902754
  nChanged 4
		SP:Iteration 115Q (9211.230000 sec): 3 clusters
  Score: Raw -4133084.987839 + Penalty 3442.293543 = -4129642.694296
  nChanged 3
		SP:Iteration 116Q (9211.300000 sec): 3 clusters
  Score: Raw -4133086.202873 + Penalty 3442.293543 = -4129643.909330
  nChanged 3
		SP:Iteration 117Q (9211.370000 sec): 3 clusters
  Score: Raw -4133088.092844 + Penalty 3442.293543 = -4129645.799300
  nChanged 3
		SP:Iteration 118Q (9211.440000 sec): 3 clusters
  Score: Raw -4133089.431049 + Penalty 3442.293543 = -4129647.137506
  nChanged 2
		SP:Iteration 119Q (9211.510000 sec): 3 clusters
  Score: Raw -4133090.307441 + Penalty 3442.293543 = -4129648.013898
  nChanged 1
		SP:Iteration 120F (9211.600000 sec): 3 clusters
  Score: Raw -4133090.866259 + Penalty 3442.293543 = -4129648.572715
  nChanged 1
		SP:Iteration 121Q (9211.670000 sec): 3 clusters
  Score: Raw -4133091.039612 + Penalty 3442.293543 = -4129648.746069
  nChanged 0
		SP:Iteration 122F (9211.770000 sec): 3 clusters
  Score: Raw -4133091.039612 + Penalty 3442.293543 = -4129648.746069
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9211.810000 sec): 2 clusters
  Score: Raw -1219446.585580 + Penalty 1523.892836 = -1217922.692744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9211.840000 sec): 3 clusters
  Score: Raw -1212645.194682 + Penalty 3047.785671 = -1209597.409010
  nChanged 5149
		SP:Iteration 1F (9211.870000 sec): 3 clusters
  Score: Raw -1215449.175046 + Penalty 3047.785671 = -1212401.389374
  nChanged 644
		SP:Iteration 2F (9211.900000 sec): 3 clusters
  Score: Raw -1215681.788861 + Penalty 3047.785671 = -1212634.003189
  nChanged 568
		SP:Iteration 3Q (9211.930000 sec): 3 clusters
  Score: Raw -1215895.810140 + Penalty 3047.785671 = -1212848.024469
  nChanged 535
		SP:Iteration 4Q (9211.950000 sec): 3 clusters
  Score: Raw -1216111.067738 + Penalty 3047.785671 = -1213063.282067
  nChanged 541
		SP:Iteration 5Q (9211.980000 sec): 3 clusters
  Score: Raw -1216370.555757 + Penalty 3047.785671 = -1213322.770085
  nChanged 619
		SP:Iteration 6F (9212.010000 sec): 3 clusters
  Score: Raw -1216732.930012 + Penalty 3047.785671 = -1213685.144340
  nChanged 684
		SP:Iteration 7F (9212.030000 sec): 3 clusters
  Score: Raw -1217178.228842 + Penalty 3047.785671 = -1214130.443171
  nChanged 680
		SP:Iteration 8F (9212.060000 sec): 3 clusters
  Score: Raw -1217641.940608 + Penalty 3047.785671 = -1214594.154937
  nChanged 623
		SP:Iteration 9F (9212.090000 sec): 3 clusters
  Score: Raw -1218089.738496 + Penalty 3047.785671 = -1215041.952824
  nChanged 500
		SP:Iteration 10Q (9212.120000 sec): 3 clusters
  Score: Raw -1218461.808886 + Penalty 3047.785671 = -1215414.023214
  nChanged 384
		SP:Iteration 11Q (9212.140000 sec): 3 clusters
  Score: Raw -1218755.548939 + Penalty 3047.785671 = -1215707.763267
  nChanged 310
		SP:Iteration 12Q (9212.170000 sec): 3 clusters
  Score: Raw -1219012.274815 + Penalty 3047.785671 = -1215964.489143
  nChanged 239
		SP:Iteration 13Q (9212.200000 sec): 3 clusters
  Score: Raw -1219223.907600 + Penalty 3047.785671 = -1216176.121929
  nChanged 154
		SP:Iteration 14Q (9212.220000 sec): 3 clusters
  Score: Raw -1219364.589121 + Penalty 3047.785671 = -1216316.803449
  nChanged 90
		SP:Iteration 15Q (9212.250000 sec): 3 clusters
  Score: Raw -1219448.993662 + Penalty 3047.785671 = -1216401.207991
  nChanged 50
		SP:Iteration 16Q (9212.270000 sec): 3 clusters
  Score: Raw -1219497.708789 + Penalty 3047.785671 = -1216449.923118
  nChanged 28
		SP:Iteration 17Q (9212.290000 sec): 3 clusters
  Score: Raw -1219524.430789 + Penalty 3047.785671 = -1216476.645118
  nChanged 23
		SP:Iteration 18Q (9212.310000 sec): 3 clusters
  Score: Raw -1219548.504944 + Penalty 3047.785671 = -1216500.719272
  nChanged 17
		SP:Iteration 19Q (9212.330000 sec): 3 clusters
  Score: Raw -1219566.836315 + Penalty 3047.785671 = -1216519.050644
  nChanged 15
		SP:Iteration 20F (9212.360000 sec): 3 clusters
  Score: Raw -1219584.201026 + Penalty 3047.785671 = -1216536.415355
  nChanged 12
		SP:Iteration 21Q (9212.380000 sec): 3 clusters
  Score: Raw -1219599.756167 + Penalty 3047.785671 = -1216551.970496
  nChanged 5
		SP:Iteration 22Q (9212.400000 sec): 3 clusters
  Score: Raw -1219604.448790 + Penalty 3047.785671 = -1216556.663118
  nChanged 2
		SP:Iteration 23Q (9212.420000 sec): 3 clusters
  Score: Raw -1219606.926798 + Penalty 3047.785671 = -1216559.141127
  nChanged 0
		SP:Iteration 24F (9212.450000 sec): 3 clusters
  Score: Raw -1219606.926798 + Penalty 3047.785671 = -1216559.141127
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (32953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9212.550000 sec): 2 clusters
  Score: Raw -3411059.353007 + Penalty 1690.461107 = -3409368.891900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9212.630000 sec): 3 clusters
  Score: Raw -3390479.656821 + Penalty 3380.922214 = -3387098.734606
  nChanged 15320
		SP:Iteration 1F (9212.710000 sec): 3 clusters
  Score: Raw -3398997.977423 + Penalty 3380.922214 = -3395617.055208
  nChanged 1359
		SP:Iteration 2Q (9212.790000 sec): 3 clusters
  Score: Raw -3399430.337597 + Penalty 3380.922214 = -3396049.415383
  nChanged 1408
		SP:Iteration 3Q (9212.870000 sec): 3 clusters
  Score: Raw -3399908.442501 + Penalty 3380.922214 = -3396527.520287
  nChanged 1500
		SP:Iteration 4Q (9212.950000 sec): 3 clusters
  Score: Raw -3400525.508149 + Penalty 3380.922214 = -3397144.585934
  nChanged 1701
		SP:Iteration 5F (9213.030000 sec): 3 clusters
  Score: Raw -3401350.972903 + Penalty 3380.922214 = -3397970.050688
  nChanged 1988
		SP:Iteration 6F (9213.110000 sec): 3 clusters
  Score: Raw -3402564.803902 + Penalty 3380.922214 = -3399183.881687
  nChanged 2310
		SP:Iteration 7F (9213.190000 sec): 3 clusters
  Score: Raw -3404242.165733 + Penalty 3380.922214 = -3400861.243519
  nChanged 2437
		SP:Iteration 8F (9213.270000 sec): 3 clusters
  Score: Raw -3406264.768799 + Penalty 3380.922214 = -3402883.846584
  nChanged 2140
		SP:Iteration 9F (9213.350000 sec): 3 clusters
  Score: Raw -3408119.505393 + Penalty 3380.922214 = -3404738.583179
  nChanged 1526
		SP:Iteration 10Q (9213.430000 sec): 3 clusters
  Score: Raw -3409428.848364 + Penalty 3380.922214 = -3406047.926150
  nChanged 952
		SP:Iteration 11Q (9213.510000 sec): 3 clusters
  Score: Raw -3410265.564527 + Penalty 3380.922214 = -3406884.642312
  nChanged 504
		SP:Iteration 12Q (9213.580000 sec): 3 clusters
  Score: Raw -3410726.554349 + Penalty 3380.922214 = -3407345.632134
  nChanged 266
		SP:Iteration 13Q (9213.650000 sec): 3 clusters
  Score: Raw -3410976.137114 + Penalty 3380.922214 = -3407595.214899
  nChanged 110
		SP:Iteration 14Q (9213.710000 sec): 3 clusters
  Score: Raw -3411094.466356 + Penalty 3380.922214 = -3407713.544142
  nChanged 66
		SP:Iteration 15Q (9213.770000 sec): 3 clusters
  Score: Raw -3411167.495668 + Penalty 3380.922214 = -3407786.573453
  nChanged 30
		SP:Iteration 16Q (9213.830000 sec): 3 clusters
  Score: Raw -3411198.929335 + Penalty 3380.922214 = -3407818.007121
  nChanged 16
		SP:Iteration 17Q (9213.890000 sec): 3 clusters
  Score: Raw -3411220.556532 + Penalty 3380.922214 = -3407839.634317
  nChanged 17
		SP:Iteration 18Q (9213.950000 sec): 3 clusters
  Score: Raw -3411243.522210 + Penalty 3380.922214 = -3407862.599996
  nChanged 17
		SP:Iteration 19Q (9214.010000 sec): 3 clusters
  Score: Raw -3411259.250298 + Penalty 3380.922214 = -3407878.328083
  nChanged 10
		SP:Iteration 20F (9214.090000 sec): 3 clusters
  Score: Raw -3411268.758684 + Penalty 3380.922214 = -3407887.836470
  nChanged 5
		SP:Iteration 21Q (9214.140000 sec): 3 clusters
  Score: Raw -3411274.089928 + Penalty 3380.922214 = -3407893.167713
  nChanged 6
		SP:Iteration 22Q (9214.200000 sec): 3 clusters
  Score: Raw -3411279.640102 + Penalty 3380.922214 = -3407898.717887
  nChanged 4
		SP:Iteration 23Q (9214.250000 sec): 3 clusters
  Score: Raw -3411283.367611 + Penalty 3380.922214 = -3407902.445397
  nChanged 7
		SP:Iteration 24Q (9214.310000 sec): 3 clusters
  Score: Raw -3411288.007203 + Penalty 3380.922214 = -3407907.084988
  nChanged 2
		SP:Iteration 25Q (9214.370000 sec): 3 clusters
  Score: Raw -3411290.316801 + Penalty 3380.922214 = -3407909.394586
  nChanged 4
		SP:Iteration 26Q (9214.430000 sec): 3 clusters
  Score: Raw -3411294.207465 + Penalty 3380.922214 = -3407913.285251
  nChanged 2
		SP:Iteration 27Q (9214.480000 sec): 3 clusters
  Score: Raw -3411295.889697 + Penalty 3380.922214 = -3407914.967483
  nChanged 1
		SP:Iteration 28Q (9214.540000 sec): 3 clusters
  Score: Raw -3411296.656527 + Penalty 3380.922214 = -3407915.734313
  nChanged 1
		SP:Iteration 29Q (9214.590000 sec): 3 clusters
  Score: Raw -3411297.047763 + Penalty 3380.922214 = -3407916.125549
  nChanged 1
		SP:Iteration 30Q (9214.650000 sec): 3 clusters
  Score: Raw -3411297.849422 + Penalty 3380.922214 = -3407916.927207
  nChanged 0
		SP:Iteration 31F (9214.730000 sec): 3 clusters
  Score: Raw -3411297.849422 + Penalty 3380.922214 = -3407916.927207
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9214.750000 sec): 2 clusters
  Score: Raw -128572.673664 + Penalty 1171.637940 = -127401.035725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9214.750000 sec): 3 clusters
  Score: Raw -128045.184752 + Penalty 2343.275879 = -125701.908873
  nChanged 436
		SP:Iteration 1F (9214.760000 sec): 3 clusters
  Score: Raw -128365.926497 + Penalty 2343.275879 = -126022.650618
  nChanged 106
		SP:Iteration 2F (9214.760000 sec): 3 clusters
  Score: Raw -128451.909060 + Penalty 2343.275879 = -126108.633181
  nChanged 57
		SP:Iteration 3Q (9214.770000 sec): 3 clusters
  Score: Raw -128502.046950 + Penalty 2343.275879 = -126158.771071
  nChanged 49
		SP:Iteration 4Q (9214.770000 sec): 3 clusters
  Score: Raw -128541.983392 + Penalty 2343.275879 = -126198.707513
  nChanged 38
		SP:Iteration 5Q (9214.770000 sec): 3 clusters
  Score: Raw -128569.697241 + Penalty 2343.275879 = -126226.421361
  nChanged 22
		SP:Iteration 6Q (9214.770000 sec): 3 clusters
  Score: Raw -128588.421566 + Penalty 2343.275879 = -126245.145687
  nChanged 18
		SP:Iteration 7Q (9214.780000 sec): 3 clusters
  Score: Raw -128601.335977 + Penalty 2343.275879 = -126258.060098
  nChanged 10
		SP:Iteration 8Q (9214.780000 sec): 3 clusters
  Score: Raw -128609.022623 + Penalty 2343.275879 = -126265.746743
  nChanged 10
		SP:Iteration 9Q (9214.780000 sec): 3 clusters
  Score: Raw -128618.237684 + Penalty 2343.275879 = -126274.961805
  nChanged 9
		SP:Iteration 10Q (9214.790000 sec): 3 clusters
  Score: Raw -128625.594934 + Penalty 2343.275879 = -126282.319055
  nChanged 5
		SP:Iteration 11Q (9214.790000 sec): 3 clusters
  Score: Raw -128630.937443 + Penalty 2343.275879 = -126287.661564
  nChanged 3
		SP:Iteration 12Q (9214.790000 sec): 3 clusters
  Score: Raw -128632.712614 + Penalty 2343.275879 = -126289.436735
  nChanged 2
		SP:Iteration 13Q (9214.790000 sec): 3 clusters
  Score: Raw -128633.974216 + Penalty 2343.275879 = -126290.698337
  nChanged 1
		SP:Iteration 14Q (9214.800000 sec): 3 clusters
  Score: Raw -128634.636459 + Penalty 2343.275879 = -126291.360580
  nChanged 3
		SP:Iteration 15Q (9214.800000 sec): 3 clusters
  Score: Raw -128635.993021 + Penalty 2343.275879 = -126292.717142
  nChanged 3
		SP:Iteration 16Q (9214.810000 sec): 3 clusters
  Score: Raw -128637.593408 + Penalty 2343.275879 = -126294.317529
  nChanged 3
		SP:Iteration 17Q (9214.810000 sec): 3 clusters
  Score: Raw -128639.509974 + Penalty 2343.275879 = -126296.234095
  nChanged 3
		SP:Iteration 18Q (9214.810000 sec): 3 clusters
  Score: Raw -128641.789505 + Penalty 2343.275879 = -126298.513625
  nChanged 2
		SP:Iteration 19Q (9214.810000 sec): 3 clusters
  Score: Raw -128642.719900 + Penalty 2343.275879 = -126299.444021
  nChanged 3
		SP:Iteration 20F (9214.820000 sec): 3 clusters
  Score: Raw -128644.642514 + Penalty 2343.275879 = -126301.366635
  nChanged 5
		SP:Iteration 21Q (9214.820000 sec): 3 clusters
  Score: Raw -128646.927230 + Penalty 2343.275879 = -126303.651351
  nChanged 5
		SP:Iteration 22Q (9214.820000 sec): 3 clusters
  Score: Raw -128650.296807 + Penalty 2343.275879 = -126307.020928
  nChanged 3
		SP:Iteration 23Q (9214.830000 sec): 3 clusters
  Score: Raw -128651.099901 + Penalty 2343.275879 = -126307.824022
  nChanged 0
		SP:Iteration 24F (9214.830000 sec): 3 clusters
  Score: Raw -128651.099901 + Penalty 2343.275879 = -126307.824022
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9214.840000 sec): 2 clusters
  Score: Raw -323227.759632 + Penalty 1325.106278 = -321902.653353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9214.850000 sec): 3 clusters
  Score: Raw -321575.944168 + Penalty 2650.212557 = -318925.731611
  nChanged 1330
		SP:Iteration 1F (9214.860000 sec): 3 clusters
  Score: Raw -322344.739792 + Penalty 2650.212557 = -319694.527235
  nChanged 269
		SP:Iteration 2F (9214.870000 sec): 3 clusters
  Score: Raw -322529.548193 + Penalty 2650.212557 = -319879.335636
  nChanged 197
		SP:Iteration 3F (9214.870000 sec): 3 clusters
  Score: Raw -322637.085292 + Penalty 2650.212557 = -319986.872735
  nChanged 128
		SP:Iteration 4Q (9214.880000 sec): 3 clusters
  Score: Raw -322720.570495 + Penalty 2650.212557 = -320070.357938
  nChanged 108
		SP:Iteration 5Q (9214.890000 sec): 3 clusters
  Score: Raw -322787.643788 + Penalty 2650.212557 = -320137.431231
  nChanged 95
		SP:Iteration 6Q (9214.900000 sec): 3 clusters
  Score: Raw -322843.916853 + Penalty 2650.212557 = -320193.704296
  nChanged 91
		SP:Iteration 7Q (9214.910000 sec): 3 clusters
  Score: Raw -322896.512037 + Penalty 2650.212557 = -320246.299480
  nChanged 86
		SP:Iteration 8Q (9214.910000 sec): 3 clusters
  Score: Raw -322943.666606 + Penalty 2650.212557 = -320293.454049
  nChanged 74
		SP:Iteration 9Q (9214.920000 sec): 3 clusters
  Score: Raw -322980.156485 + Penalty 2650.212557 = -320329.943928
  nChanged 59
		SP:Iteration 10Q (9214.930000 sec): 3 clusters
  Score: Raw -323008.244625 + Penalty 2650.212557 = -320358.032068
  nChanged 60
		SP:Iteration 11Q (9214.940000 sec): 3 clusters
  Score: Raw -323034.131884 + Penalty 2650.212557 = -320383.919327
  nChanged 53
		SP:Iteration 12Q (9214.950000 sec): 3 clusters
  Score: Raw -323059.613333 + Penalty 2650.212557 = -320409.400776
  nChanged 50
		SP:Iteration 13Q (9214.950000 sec): 3 clusters
  Score: Raw -323083.220129 + Penalty 2650.212557 = -320433.007572
  nChanged 50
		SP:Iteration 14Q (9214.960000 sec): 3 clusters
  Score: Raw -323107.001454 + Penalty 2650.212557 = -320456.788898
  nChanged 54
		SP:Iteration 15Q (9214.970000 sec): 3 clusters
  Score: Raw -323139.418925 + Penalty 2650.212557 = -320489.206368
  nChanged 57
		SP:Iteration 16Q (9214.970000 sec): 3 clusters
  Score: Raw -323176.018725 + Penalty 2650.212557 = -320525.806168
  nChanged 60
		SP:Iteration 17Q (9214.980000 sec): 3 clusters
  Score: Raw -323211.993770 + Penalty 2650.212557 = -320561.781213
  nChanged 51
		SP:Iteration 18Q (9214.990000 sec): 3 clusters
  Score: Raw -323239.450601 + Penalty 2650.212557 = -320589.238044
  nChanged 53
		SP:Iteration 19Q (9215.000000 sec): 3 clusters
  Score: Raw -323273.666201 + Penalty 2650.212557 = -320623.453644
  nChanged 67
		SP:Iteration 20F (9215.010000 sec): 3 clusters
  Score: Raw -323316.186559 + Penalty 2650.212557 = -320665.974002
  nChanged 59
		SP:Iteration 21Q (9215.010000 sec): 3 clusters
  Score: Raw -323354.250595 + Penalty 2650.212557 = -320704.038038
  nChanged 65
		SP:Iteration 22Q (9215.020000 sec): 3 clusters
  Score: Raw -323397.058387 + Penalty 2650.212557 = -320746.845830
  nChanged 68
		SP:Iteration 23Q (9215.030000 sec): 3 clusters
  Score: Raw -323434.783258 + Penalty 2650.212557 = -320784.570701
  nChanged 49
		SP:Iteration 24Q (9215.030000 sec): 3 clusters
  Score: Raw -323461.384121 + Penalty 2650.212557 = -320811.171564
  nChanged 38
		SP:Iteration 25Q (9215.040000 sec): 3 clusters
  Score: Raw -323482.615616 + Penalty 2650.212557 = -320832.403059
  nChanged 41
		SP:Iteration 26Q (9215.050000 sec): 3 clusters
  Score: Raw -323500.057834 + Penalty 2650.212557 = -320849.845277
  nChanged 25
		SP:Iteration 27Q (9215.060000 sec): 3 clusters
  Score: Raw -323511.875400 + Penalty 2650.212557 = -320861.662843
  nChanged 23
		SP:Iteration 28Q (9215.070000 sec): 3 clusters
  Score: Raw -323522.920916 + Penalty 2650.212557 = -320872.708359
  nChanged 22
		SP:Iteration 29Q (9215.070000 sec): 3 clusters
  Score: Raw -323532.399651 + Penalty 2650.212557 = -320882.187094
  nChanged 26
		SP:Iteration 30Q (9215.080000 sec): 3 clusters
  Score: Raw -323546.732262 + Penalty 2650.212557 = -320896.519705
  nChanged 27
		SP:Iteration 31Q (9215.090000 sec): 3 clusters
  Score: Raw -323565.582633 + Penalty 2650.212557 = -320915.370076
  nChanged 30
		SP:Iteration 32Q (9215.090000 sec): 3 clusters
  Score: Raw -323579.977122 + Penalty 2650.212557 = -320929.764565
  nChanged 25
		SP:Iteration 33Q (9215.100000 sec): 3 clusters
  Score: Raw -323592.341236 + Penalty 2650.212557 = -320942.128679
  nChanged 24
		SP:Iteration 34Q (9215.110000 sec): 3 clusters
  Score: Raw -323602.076985 + Penalty 2650.212557 = -320951.864428
  nChanged 14
		SP:Iteration 35Q (9215.110000 sec): 3 clusters
  Score: Raw -323607.038658 + Penalty 2650.212557 = -320956.826101
  nChanged 13
		SP:Iteration 36Q (9215.120000 sec): 3 clusters
  Score: Raw -323612.795575 + Penalty 2650.212557 = -320962.583018
  nChanged 13
		SP:Iteration 37Q (9215.130000 sec): 3 clusters
  Score: Raw -323616.416196 + Penalty 2650.212557 = -320966.203639
  nChanged 5
		SP:Iteration 38Q (9215.130000 sec): 3 clusters
  Score: Raw -323617.965481 + Penalty 2650.212557 = -320967.752924
  nChanged 4
		SP:Iteration 39Q (9215.140000 sec): 3 clusters
  Score: Raw -323619.122190 + Penalty 2650.212557 = -320968.909633
  nChanged 8
		SP:Iteration 40F (9215.150000 sec): 3 clusters
  Score: Raw -323622.781278 + Penalty 2650.212557 = -320972.568721
  nChanged 9
		SP:Iteration 41Q (9215.160000 sec): 3 clusters
  Score: Raw -323626.346568 + Penalty 2650.212557 = -320976.134011
  nChanged 7
		SP:Iteration 42Q (9215.170000 sec): 3 clusters
  Score: Raw -323629.117619 + Penalty 2650.212557 = -320978.905062
  nChanged 10
		SP:Iteration 43Q (9215.170000 sec): 3 clusters
  Score: Raw -323632.765800 + Penalty 2650.212557 = -320982.553243
  nChanged 9
		SP:Iteration 44Q (9215.180000 sec): 3 clusters
  Score: Raw -323638.447080 + Penalty 2650.212557 = -320988.234523
  nChanged 10
		SP:Iteration 45Q (9215.190000 sec): 3 clusters
  Score: Raw -323642.751056 + Penalty 2650.212557 = -320992.538499
  nChanged 11
		SP:Iteration 46Q (9215.190000 sec): 3 clusters
  Score: Raw -323645.334830 + Penalty 2650.212557 = -320995.122273
  nChanged 6
		SP:Iteration 47Q (9215.200000 sec): 3 clusters
  Score: Raw -323647.052312 + Penalty 2650.212557 = -320996.839755
  nChanged 5
		SP:Iteration 48Q (9215.210000 sec): 3 clusters
  Score: Raw -323648.344170 + Penalty 2650.212557 = -320998.131614
  nChanged 3
		SP:Iteration 49Q (9215.210000 sec): 3 clusters
  Score: Raw -323649.026233 + Penalty 2650.212557 = -320998.813676
  nChanged 3
		SP:Iteration 50Q (9215.220000 sec): 3 clusters
  Score: Raw -323649.639307 + Penalty 2650.212557 = -320999.426750
  nChanged 1
		SP:Iteration 51Q (9215.230000 sec): 3 clusters
  Score: Raw -323650.084783 + Penalty 2650.212557 = -320999.872226
  nChanged 0
		SP:Iteration 52F (9215.240000 sec): 3 clusters
  Score: Raw -323650.084783 + Penalty 2650.212557 = -320999.872226
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9215.300000 sec): 2 clusters
  Score: Raw -2108420.776742 + Penalty 1615.869681 = -2106804.907061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9215.350000 sec): 3 clusters
  Score: Raw -2095850.529976 + Penalty 3231.739363 = -2092618.790613
  nChanged 9520
		SP:Iteration 1F (9215.400000 sec): 3 clusters
  Score: Raw -2101119.167802 + Penalty 3231.739363 = -2097887.428439
  nChanged 1151
		SP:Iteration 2F (9215.450000 sec): 3 clusters
  Score: Raw -2101612.864968 + Penalty 3231.739363 = -2098381.125605
  nChanged 1120
		SP:Iteration 3F (9215.500000 sec): 3 clusters
  Score: Raw -2102169.799262 + Penalty 3231.739363 = -2098938.059899
  nChanged 1193
		SP:Iteration 4F (9215.550000 sec): 3 clusters
  Score: Raw -2102758.108423 + Penalty 3231.739363 = -2099526.369060
  nChanged 1212
		SP:Iteration 5F (9215.600000 sec): 3 clusters
  Score: Raw -2103364.773696 + Penalty 3231.739363 = -2100133.034334
  nChanged 1186
		SP:Iteration 6F (9215.650000 sec): 3 clusters
  Score: Raw -2104039.843027 + Penalty 3231.739363 = -2100808.103664
  nChanged 1149
		SP:Iteration 7F (9215.700000 sec): 3 clusters
  Score: Raw -2104756.926063 + Penalty 3231.739363 = -2101525.186700
  nChanged 1093
		SP:Iteration 8F (9215.750000 sec): 3 clusters
  Score: Raw -2105491.327587 + Penalty 3231.739363 = -2102259.588225
  nChanged 1031
		SP:Iteration 9Q (9215.800000 sec): 3 clusters
  Score: Raw -2106208.663544 + Penalty 3231.739363 = -2102976.924181
  nChanged 871
		SP:Iteration 10Q (9215.850000 sec): 3 clusters
  Score: Raw -2106847.119675 + Penalty 3231.739363 = -2103615.380312
  nChanged 727
		SP:Iteration 11Q (9215.900000 sec): 3 clusters
  Score: Raw -2107397.452641 + Penalty 3231.739363 = -2104165.713278
  nChanged 561
		SP:Iteration 12Q (9215.950000 sec): 3 clusters
  Score: Raw -2107839.391652 + Penalty 3231.739363 = -2104607.652289
  nChanged 412
		SP:Iteration 13Q (9215.990000 sec): 3 clusters
  Score: Raw -2108182.407582 + Penalty 3231.739363 = -2104950.668219
  nChanged 319
		SP:Iteration 14Q (9216.040000 sec): 3 clusters
  Score: Raw -2108438.353185 + Penalty 3231.739363 = -2105206.613822
  nChanged 254
		SP:Iteration 15Q (9216.080000 sec): 3 clusters
  Score: Raw -2108645.475619 + Penalty 3231.739363 = -2105413.736256
  nChanged 181
		SP:Iteration 16Q (9216.120000 sec): 3 clusters
  Score: Raw -2108779.166481 + Penalty 3231.739363 = -2105547.427119
  nChanged 122
		SP:Iteration 17Q (9216.160000 sec): 3 clusters
  Score: Raw -2108884.559542 + Penalty 3231.739363 = -2105652.820179
  nChanged 115
		SP:Iteration 18Q (9216.200000 sec): 3 clusters
  Score: Raw -2108992.072294 + Penalty 3231.739363 = -2105760.332932
  nChanged 81
		SP:Iteration 19Q (9216.240000 sec): 3 clusters
  Score: Raw -2109069.053797 + Penalty 3231.739363 = -2105837.314434
  nChanged 67
		SP:Iteration 20F (9216.290000 sec): 3 clusters
  Score: Raw -2109126.696122 + Penalty 3231.739363 = -2105894.956759
  nChanged 63
		SP:Iteration 21Q (9216.320000 sec): 3 clusters
  Score: Raw -2109184.662266 + Penalty 3231.739363 = -2105952.922903
  nChanged 49
		SP:Iteration 22Q (9216.360000 sec): 3 clusters
  Score: Raw -2109225.471637 + Penalty 3231.739363 = -2105993.732274
  nChanged 40
		SP:Iteration 23Q (9216.400000 sec): 3 clusters
  Score: Raw -2109252.877010 + Penalty 3231.739363 = -2106021.137648
  nChanged 37
		SP:Iteration 24Q (9216.430000 sec): 3 clusters
  Score: Raw -2109284.031409 + Penalty 3231.739363 = -2106052.292046
  nChanged 33
		SP:Iteration 25Q (9216.470000 sec): 3 clusters
  Score: Raw -2109311.704722 + Penalty 3231.739363 = -2106079.965359
  nChanged 28
		SP:Iteration 26Q (9216.510000 sec): 3 clusters
  Score: Raw -2109331.707857 + Penalty 3231.739363 = -2106099.968494
  nChanged 19
		SP:Iteration 27Q (9216.540000 sec): 3 clusters
  Score: Raw -2109341.307814 + Penalty 3231.739363 = -2106109.568451
  nChanged 18
		SP:Iteration 28Q (9216.580000 sec): 3 clusters
  Score: Raw -2109352.470576 + Penalty 3231.739363 = -2106120.731213
  nChanged 19
		SP:Iteration 29Q (9216.610000 sec): 3 clusters
  Score: Raw -2109362.717462 + Penalty 3231.739363 = -2106130.978099
  nChanged 13
		SP:Iteration 30Q (9216.650000 sec): 3 clusters
  Score: Raw -2109368.090219 + Penalty 3231.739363 = -2106136.350857
  nChanged 10
		SP:Iteration 31Q (9216.680000 sec): 3 clusters
  Score: Raw -2109372.507423 + Penalty 3231.739363 = -2106140.768060
  nChanged 3
		SP:Iteration 32Q (9216.720000 sec): 3 clusters
  Score: Raw -2109374.225135 + Penalty 3231.739363 = -2106142.485773
  nChanged 3
		SP:Iteration 33Q (9216.750000 sec): 3 clusters
  Score: Raw -2109375.363031 + Penalty 3231.739363 = -2106143.623668
  nChanged 2
		SP:Iteration 34Q (9216.790000 sec): 3 clusters
  Score: Raw -2109376.296268 + Penalty 3231.739363 = -2106144.556906
  nChanged 3
		SP:Iteration 35Q (9216.830000 sec): 3 clusters
  Score: Raw -2109377.342577 + Penalty 3231.739363 = -2106145.603214
  nChanged 3
		SP:Iteration 36Q (9216.860000 sec): 3 clusters
  Score: Raw -2109377.979106 + Penalty 3231.739363 = -2106146.239743
  nChanged 0
		SP:Iteration 37F (9216.910000 sec): 3 clusters
  Score: Raw -2109377.979106 + Penalty 3231.739363 = -2106146.239743
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9216.940000 sec): 2 clusters
  Score: Raw -891672.152441 + Penalty 1476.442018 = -890195.710422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9216.960000 sec): 3 clusters
  Score: Raw -886647.081455 + Penalty 2952.884037 = -883694.197418
  nChanged 3874
		SP:Iteration 1F (9216.980000 sec): 3 clusters
  Score: Raw -888985.171822 + Penalty 2952.884037 = -886032.287785
  nChanged 605
		SP:Iteration 2F (9217.000000 sec): 3 clusters
  Score: Raw -889334.767742 + Penalty 2952.884037 = -886381.883705
  nChanged 545
		SP:Iteration 3F (9217.020000 sec): 3 clusters
  Score: Raw -889687.718353 + Penalty 2952.884037 = -886734.834316
  nChanged 522
		SP:Iteration 4F (9217.040000 sec): 3 clusters
  Score: Raw -890036.020338 + Penalty 2952.884037 = -887083.136301
  nChanged 490
		SP:Iteration 5F (9217.060000 sec): 3 clusters
  Score: Raw -890379.471789 + Penalty 2952.884037 = -887426.587752
  nChanged 444
		SP:Iteration 6F (9217.090000 sec): 3 clusters
  Score: Raw -890642.322327 + Penalty 2952.884037 = -887689.438290
  nChanged 365
		SP:Iteration 7Q (9217.110000 sec): 3 clusters
  Score: Raw -890804.801268 + Penalty 2952.884037 = -887851.917231
  nChanged 266
		SP:Iteration 8Q (9217.120000 sec): 3 clusters
  Score: Raw -890910.751712 + Penalty 2952.884037 = -887957.867675
  nChanged 195
		SP:Iteration 9Q (9217.140000 sec): 3 clusters
  Score: Raw -890986.623827 + Penalty 2952.884037 = -888033.739790
  nChanged 189
		SP:Iteration 10Q (9217.160000 sec): 3 clusters
  Score: Raw -891049.178486 + Penalty 2952.884037 = -888096.294449
  nChanged 144
		SP:Iteration 11Q (9217.180000 sec): 3 clusters
  Score: Raw -891107.943627 + Penalty 2952.884037 = -888155.059590
  nChanged 155
		SP:Iteration 12Q (9217.200000 sec): 3 clusters
  Score: Raw -891170.787257 + Penalty 2952.884037 = -888217.903220
  nChanged 158
		SP:Iteration 13Q (9217.220000 sec): 3 clusters
  Score: Raw -891244.355589 + Penalty 2952.884037 = -888291.471552
  nChanged 166
		SP:Iteration 14Q (9217.240000 sec): 3 clusters
  Score: Raw -891315.632330 + Penalty 2952.884037 = -888362.748293
  nChanged 154
		SP:Iteration 15Q (9217.260000 sec): 3 clusters
  Score: Raw -891383.035972 + Penalty 2952.884037 = -888430.151935
  nChanged 140
		SP:Iteration 16Q (9217.280000 sec): 3 clusters
  Score: Raw -891442.831374 + Penalty 2952.884037 = -888489.947337
  nChanged 161
		SP:Iteration 17Q (9217.300000 sec): 3 clusters
  Score: Raw -891524.886248 + Penalty 2952.884037 = -888572.002211
  nChanged 183
		SP:Iteration 18Q (9217.320000 sec): 3 clusters
  Score: Raw -891627.632630 + Penalty 2952.884037 = -888674.748593
  nChanged 165
		SP:Iteration 19Q (9217.340000 sec): 3 clusters
  Score: Raw -891720.746908 + Penalty 2952.884037 = -888767.862871
  nChanged 154
		SP:Iteration 20F (9217.360000 sec): 3 clusters
  Score: Raw -891812.248041 + Penalty 2952.884037 = -888859.364004
  nChanged 150
		SP:Iteration 21Q (9217.370000 sec): 3 clusters
  Score: Raw -891920.141902 + Penalty 2952.884037 = -888967.257865
  nChanged 147
		SP:Iteration 22Q (9217.390000 sec): 3 clusters
  Score: Raw -892029.904577 + Penalty 2952.884037 = -889077.020540
  nChanged 135
		SP:Iteration 23Q (9217.410000 sec): 3 clusters
  Score: Raw -892143.415700 + Penalty 2952.884037 = -889190.531663
  nChanged 116
		SP:Iteration 24Q (9217.430000 sec): 3 clusters
  Score: Raw -892227.255815 + Penalty 2952.884037 = -889274.371778
  nChanged 93
		SP:Iteration 25Q (9217.450000 sec): 3 clusters
  Score: Raw -892283.842890 + Penalty 2952.884037 = -889330.958853
  nChanged 67
		SP:Iteration 26Q (9217.460000 sec): 3 clusters
  Score: Raw -892317.480669 + Penalty 2952.884037 = -889364.596632
  nChanged 56
		SP:Iteration 27Q (9217.480000 sec): 3 clusters
  Score: Raw -892338.975868 + Penalty 2952.884037 = -889386.091831
  nChanged 45
		SP:Iteration 28Q (9217.490000 sec): 3 clusters
  Score: Raw -892354.746165 + Penalty 2952.884037 = -889401.862128
  nChanged 26
		SP:Iteration 29Q (9217.510000 sec): 3 clusters
  Score: Raw -892362.461640 + Penalty 2952.884037 = -889409.577603
  nChanged 16
		SP:Iteration 30Q (9217.530000 sec): 3 clusters
  Score: Raw -892366.304832 + Penalty 2952.884037 = -889413.420795
  nChanged 9
		SP:Iteration 31Q (9217.540000 sec): 3 clusters
  Score: Raw -892368.272461 + Penalty 2952.884037 = -889415.388424
  nChanged 6
		SP:Iteration 32Q (9217.560000 sec): 3 clusters
  Score: Raw -892369.633220 + Penalty 2952.884037 = -889416.749183
  nChanged 5
		SP:Iteration 33Q (9217.570000 sec): 3 clusters
  Score: Raw -892370.936184 + Penalty 2952.884037 = -889418.052147
  nChanged 6
		SP:Iteration 34Q (9217.590000 sec): 3 clusters
  Score: Raw -892372.101163 + Penalty 2952.884037 = -889419.217126
  nChanged 1
		SP:Iteration 35Q (9217.610000 sec): 3 clusters
  Score: Raw -892372.284399 + Penalty 2952.884037 = -889419.400362
  nChanged 3
		SP:Iteration 36Q (9217.620000 sec): 3 clusters
  Score: Raw -892372.886290 + Penalty 2952.884037 = -889420.002253
  nChanged 2
		SP:Iteration 37Q (9217.640000 sec): 3 clusters
  Score: Raw -892373.200283 + Penalty 2952.884037 = -889420.316246
  nChanged 1
		SP:Iteration 38Q (9217.650000 sec): 3 clusters
  Score: Raw -892373.489606 + Penalty 2952.884037 = -889420.605569
  nChanged 2
		SP:Iteration 39Q (9217.670000 sec): 3 clusters
  Score: Raw -892374.242326 + Penalty 2952.884037 = -889421.358289
  nChanged 4
		SP:Iteration 40F (9217.690000 sec): 3 clusters
  Score: Raw -892375.388073 + Penalty 2952.884037 = -889422.504036
  nChanged 5
		SP:Iteration 41Q (9217.710000 sec): 3 clusters
  Score: Raw -892376.709522 + Penalty 2952.884037 = -889423.825485
  nChanged 3
		SP:Iteration 42Q (9217.720000 sec): 3 clusters
  Score: Raw -892377.549792 + Penalty 2952.884037 = -889424.665755
  nChanged 2
		SP:Iteration 43Q (9217.740000 sec): 3 clusters
  Score: Raw -892377.991437 + Penalty 2952.884037 = -889425.107400
  nChanged 4
		SP:Iteration 44Q (9217.750000 sec): 3 clusters
  Score: Raw -892378.711981 + Penalty 2952.884037 = -889425.827944
  nChanged 5
		SP:Iteration 45Q (9217.770000 sec): 3 clusters
  Score: Raw -892379.735143 + Penalty 2952.884037 = -889426.851106
  nChanged 1
		SP:Iteration 46Q (9217.790000 sec): 3 clusters
  Score: Raw -892379.926608 + Penalty 2952.884037 = -889427.042571
  nChanged 1
		SP:Iteration 47Q (9217.810000 sec): 3 clusters
  Score: Raw -892380.086507 + Penalty 2952.884037 = -889427.202470
  nChanged 0
		SP:Iteration 48F (9217.830000 sec): 3 clusters
  Score: Raw -892380.086507 + Penalty 2952.884037 = -889427.202470
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9217.830000 sec): 2 clusters
  Score: Raw -32776.108798 + Penalty 948.631198 = -31827.477600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9217.830000 sec): 3 clusters
  Score: Raw -32806.887675 + Penalty 1897.262395 = -30909.625280
  nChanged 66
		SP:Iteration 1F (9217.830000 sec): 3 clusters
  Score: Raw -32968.507305 + Penalty 1897.262395 = -31071.244910
  nChanged 17
		SP:Iteration 2Q (9217.830000 sec): 3 clusters
  Score: Raw -33027.477031 + Penalty 1897.262395 = -31130.214636
  nChanged 9
		SP:Iteration 3Q (9217.830000 sec): 3 clusters
  Score: Raw -33058.159319 + Penalty 1897.262395 = -31160.896924
  nChanged 6
		SP:Iteration 4Q (9217.840000 sec): 3 clusters
  Score: Raw -33092.796554 + Penalty 1897.262395 = -31195.534159
  nChanged 9
		SP:Iteration 5Q (9217.840000 sec): 3 clusters
  Score: Raw -33151.355584 + Penalty 1897.262395 = -31254.093188
  nChanged 10
		SP:Iteration 6Q (9217.840000 sec): 3 clusters
  Score: Raw -33245.223538 + Penalty 1897.262395 = -31347.961143
  nChanged 5
		SP:Iteration 7Q (9217.840000 sec): 3 clusters
  Score: Raw -33294.270077 + Penalty 1897.262395 = -31397.007682
  nChanged 3
		SP:Iteration 8Q (9217.840000 sec): 3 clusters
  Score: Raw -33314.279779 + Penalty 1897.262395 = -31417.017384
  nChanged 4
		SP:Iteration 9Q (9217.840000 sec): 3 clusters
  Score: Raw -33324.807052 + Penalty 1897.262395 = -31427.544657
  nChanged 3
		SP:Iteration 10Q (9217.840000 sec): 3 clusters
  Score: Raw -33333.035760 + Penalty 1897.262395 = -31435.773364
  nChanged 0
		SP:Iteration 11F (9217.840000 sec): 3 clusters
  Score: Raw -33333.035760 + Penalty 1897.262395 = -31435.773364
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9217.870000 sec): 2 clusters
  Score: Raw -1045675.341820 + Penalty 1502.975533 = -1044172.366288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9217.900000 sec): 3 clusters
  Score: Raw -1039798.715656 + Penalty 3005.951065 = -1036792.764591
  nChanged 4478
		SP:Iteration 1F (9217.920000 sec): 3 clusters
  Score: Raw -1042167.145894 + Penalty 3005.951065 = -1039161.194829
  nChanged 596
		SP:Iteration 2F (9217.950000 sec): 3 clusters
  Score: Raw -1042405.427004 + Penalty 3005.951065 = -1039399.475939
  nChanged 489
		SP:Iteration 3Q (9217.970000 sec): 3 clusters
  Score: Raw -1042601.428960 + Penalty 3005.951065 = -1039595.477895
  nChanged 406
		SP:Iteration 4Q (9217.990000 sec): 3 clusters
  Score: Raw -1042756.180138 + Penalty 3005.951065 = -1039750.229073
  nChanged 367
		SP:Iteration 5Q (9218.020000 sec): 3 clusters
  Score: Raw -1042909.854609 + Penalty 3005.951065 = -1039903.903544
  nChanged 363
		SP:Iteration 6Q (9218.040000 sec): 3 clusters
  Score: Raw -1043085.923529 + Penalty 3005.951065 = -1040079.972464
  nChanged 404
		SP:Iteration 7Q (9218.070000 sec): 3 clusters
  Score: Raw -1043312.597587 + Penalty 3005.951065 = -1040306.646522
  nChanged 414
		SP:Iteration 8Q (9218.090000 sec): 3 clusters
  Score: Raw -1043579.041289 + Penalty 3005.951065 = -1040573.090224
  nChanged 483
		SP:Iteration 9Q (9218.110000 sec): 3 clusters
  Score: Raw -1043949.530093 + Penalty 3005.951065 = -1040943.579028
  nChanged 531
		SP:Iteration 10F (9218.140000 sec): 3 clusters
  Score: Raw -1044453.281879 + Penalty 3005.951065 = -1041447.330814
  nChanged 553
		SP:Iteration 11F (9218.160000 sec): 3 clusters
  Score: Raw -1045036.289590 + Penalty 3005.951065 = -1042030.338525
  nChanged 551
		SP:Iteration 12F (9218.190000 sec): 3 clusters
  Score: Raw -1045553.243236 + Penalty 3005.951065 = -1042547.292170
  nChanged 490
		SP:Iteration 13Q (9218.210000 sec): 3 clusters
  Score: Raw -1045926.329088 + Penalty 3005.951065 = -1042920.378023
  nChanged 379
		SP:Iteration 14Q (9218.230000 sec): 3 clusters
  Score: Raw -1046152.379800 + Penalty 3005.951065 = -1043146.428735
  nChanged 236
		SP:Iteration 15Q (9218.250000 sec): 3 clusters
  Score: Raw -1046266.381604 + Penalty 3005.951065 = -1043260.430539
  nChanged 163
		SP:Iteration 16Q (9218.270000 sec): 3 clusters
  Score: Raw -1046334.808922 + Penalty 3005.951065 = -1043328.857857
  nChanged 126
		SP:Iteration 17Q (9218.300000 sec): 3 clusters
  Score: Raw -1046376.328329 + Penalty 3005.951065 = -1043370.377264
  nChanged 80
		SP:Iteration 18Q (9218.320000 sec): 3 clusters
  Score: Raw -1046400.802273 + Penalty 3005.951065 = -1043394.851207
  nChanged 76
		SP:Iteration 19Q (9218.340000 sec): 3 clusters
  Score: Raw -1046421.364323 + Penalty 3005.951065 = -1043415.413258
  nChanged 68
		SP:Iteration 20F (9218.360000 sec): 3 clusters
  Score: Raw -1046438.749827 + Penalty 3005.951065 = -1043432.798762
  nChanged 53
		SP:Iteration 21Q (9218.380000 sec): 3 clusters
  Score: Raw -1046450.288518 + Penalty 3005.951065 = -1043444.337453
  nChanged 47
		SP:Iteration 22Q (9218.410000 sec): 3 clusters
  Score: Raw -1046460.171295 + Penalty 3005.951065 = -1043454.220230
  nChanged 30
		SP:Iteration 23Q (9218.430000 sec): 3 clusters
  Score: Raw -1046464.699605 + Penalty 3005.951065 = -1043458.748540
  nChanged 21
		SP:Iteration 24Q (9218.450000 sec): 3 clusters
  Score: Raw -1046468.998915 + Penalty 3005.951065 = -1043463.047850
  nChanged 19
		SP:Iteration 25Q (9218.470000 sec): 3 clusters
  Score: Raw -1046471.358606 + Penalty 3005.951065 = -1043465.407541
  nChanged 15
		SP:Iteration 26Q (9218.490000 sec): 3 clusters
  Score: Raw -1046472.757290 + Penalty 3005.951065 = -1043466.806225
  nChanged 11
		SP:Iteration 27Q (9218.510000 sec): 3 clusters
  Score: Raw -1046473.654328 + Penalty 3005.951065 = -1043467.703263
  nChanged 3
		SP:Iteration 28Q (9218.530000 sec): 3 clusters
  Score: Raw -1046473.973827 + Penalty 3005.951065 = -1043468.022762
  nChanged 2
		SP:Iteration 29Q (9218.550000 sec): 3 clusters
  Score: Raw -1046474.127767 + Penalty 3005.951065 = -1043468.176702
  nChanged 2
		SP:Iteration 30Q (9218.570000 sec): 3 clusters
  Score: Raw -1046474.361689 + Penalty 3005.951065 = -1043468.410624
  nChanged 2
		SP:Iteration 31Q (9218.590000 sec): 3 clusters
  Score: Raw -1046474.693968 + Penalty 3005.951065 = -1043468.742903
  nChanged 2
		SP:Iteration 32Q (9218.610000 sec): 3 clusters
  Score: Raw -1046474.851303 + Penalty 3005.951065 = -1043468.900238
  nChanged 1
		SP:Iteration 33Q (9218.630000 sec): 3 clusters
  Score: Raw -1046474.975033 + Penalty 3005.951065 = -1043469.023968
  nChanged 5
		SP:Iteration 34Q (9218.650000 sec): 3 clusters
  Score: Raw -1046475.252601 + Penalty 3005.951065 = -1043469.301536
  nChanged 0
		SP:Iteration 35F (9218.680000 sec): 3 clusters
  Score: Raw -1046475.252601 + Penalty 3005.951065 = -1043469.301536
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9218.780000 sec): 2 clusters
  Score: Raw -3538986.273379 + Penalty 1704.031131 = -3537282.242248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9218.870000 sec): 3 clusters
  Score: Raw -3516526.359853 + Penalty 3408.062263 = -3513118.297590
  nChanged 16731
		SP:Iteration 1F (9218.960000 sec): 3 clusters
  Score: Raw -3526521.589215 + Penalty 3408.062263 = -3523113.526953
  nChanged 2003
		SP:Iteration 2F (9219.050000 sec): 3 clusters
  Score: Raw -3527425.644031 + Penalty 3408.062263 = -3524017.581769
  nChanged 2087
		SP:Iteration 3F (9219.140000 sec): 3 clusters
  Score: Raw -3528396.568009 + Penalty 3408.062263 = -3524988.505746
  nChanged 2184
		SP:Iteration 4F (9219.230000 sec): 3 clusters
  Score: Raw -3529565.150925 + Penalty 3408.062263 = -3526157.088662
  nChanged 2290
		SP:Iteration 5F (9219.310000 sec): 3 clusters
  Score: Raw -3530842.862731 + Penalty 3408.062263 = -3527434.800468
  nChanged 2162
		SP:Iteration 6F (9219.400000 sec): 3 clusters
  Score: Raw -3532044.762488 + Penalty 3408.062263 = -3528636.700226
  nChanged 1872
		SP:Iteration 7F (9219.490000 sec): 3 clusters
  Score: Raw -3532995.763203 + Penalty 3408.062263 = -3529587.700940
  nChanged 1470
		SP:Iteration 8Q (9219.580000 sec): 3 clusters
  Score: Raw -3533698.734263 + Penalty 3408.062263 = -3530290.672000
  nChanged 1245
		SP:Iteration 9Q (9219.670000 sec): 3 clusters
  Score: Raw -3534275.483990 + Penalty 3408.062263 = -3530867.421727
  nChanged 1013
		SP:Iteration 10Q (9219.760000 sec): 3 clusters
  Score: Raw -3534796.670896 + Penalty 3408.062263 = -3531388.608634
  nChanged 940
		SP:Iteration 11Q (9219.850000 sec): 3 clusters
  Score: Raw -3535332.135188 + Penalty 3408.062263 = -3531924.072926
  nChanged 879
		SP:Iteration 12Q (9219.940000 sec): 3 clusters
  Score: Raw -3535802.712318 + Penalty 3408.062263 = -3532394.650055
  nChanged 772
		SP:Iteration 13Q (9220.030000 sec): 3 clusters
  Score: Raw -3536221.460085 + Penalty 3408.062263 = -3532813.397822
  nChanged 717
		SP:Iteration 14Q (9220.110000 sec): 3 clusters
  Score: Raw -3536595.085475 + Penalty 3408.062263 = -3533187.023212
  nChanged 637
		SP:Iteration 15Q (9220.200000 sec): 3 clusters
  Score: Raw -3536923.877030 + Penalty 3408.062263 = -3533515.814767
  nChanged 568
		SP:Iteration 16Q (9220.280000 sec): 3 clusters
  Score: Raw -3537187.042684 + Penalty 3408.062263 = -3533778.980421
  nChanged 504
		SP:Iteration 17Q (9220.360000 sec): 3 clusters
  Score: Raw -3537402.534202 + Penalty 3408.062263 = -3533994.471939
  nChanged 418
		SP:Iteration 18Q (9220.440000 sec): 3 clusters
  Score: Raw -3537575.314128 + Penalty 3408.062263 = -3534167.251865
  nChanged 400
		SP:Iteration 19Q (9220.520000 sec): 3 clusters
  Score: Raw -3537731.418466 + Penalty 3408.062263 = -3534323.356203
  nChanged 355
		SP:Iteration 20F (9220.600000 sec): 3 clusters
  Score: Raw -3537871.545582 + Penalty 3408.062263 = -3534463.483319
  nChanged 367
		SP:Iteration 21Q (9220.680000 sec): 3 clusters
  Score: Raw -3538020.935103 + Penalty 3408.062263 = -3534612.872840
  nChanged 333
		SP:Iteration 22Q (9220.750000 sec): 3 clusters
  Score: Raw -3538159.652980 + Penalty 3408.062263 = -3534751.590718
  nChanged 302
		SP:Iteration 23Q (9220.830000 sec): 3 clusters
  Score: Raw -3538273.324914 + Penalty 3408.062263 = -3534865.262651
  nChanged 298
		SP:Iteration 24Q (9220.900000 sec): 3 clusters
  Score: Raw -3538394.664704 + Penalty 3408.062263 = -3534986.602441
  nChanged 292
		SP:Iteration 25Q (9220.970000 sec): 3 clusters
  Score: Raw -3538513.237707 + Penalty 3408.062263 = -3535105.175444
  nChanged 251
		SP:Iteration 26Q (9221.040000 sec): 3 clusters
  Score: Raw -3538616.876398 + Penalty 3408.062263 = -3535208.814135
  nChanged 226
		SP:Iteration 27Q (9221.110000 sec): 3 clusters
  Score: Raw -3538704.647375 + Penalty 3408.062263 = -3535296.585112
  nChanged 188
		SP:Iteration 28Q (9221.170000 sec): 3 clusters
  Score: Raw -3538776.276516 + Penalty 3408.062263 = -3535368.214253
  nChanged 166
		SP:Iteration 29Q (9221.240000 sec): 3 clusters
  Score: Raw -3538837.157239 + Penalty 3408.062263 = -3535429.094976
  nChanged 143
		SP:Iteration 30Q (9221.310000 sec): 3 clusters
  Score: Raw -3538890.289697 + Penalty 3408.062263 = -3535482.227434
  nChanged 131
		SP:Iteration 31Q (9221.380000 sec): 3 clusters
  Score: Raw -3538935.722719 + Penalty 3408.062263 = -3535527.660456
  nChanged 120
		SP:Iteration 32Q (9221.440000 sec): 3 clusters
  Score: Raw -3538983.857731 + Penalty 3408.062263 = -3535575.795468
  nChanged 127
		SP:Iteration 33Q (9221.510000 sec): 3 clusters
  Score: Raw -3539048.478877 + Penalty 3408.062263 = -3535640.416614
  nChanged 129
		SP:Iteration 34Q (9221.570000 sec): 3 clusters
  Score: Raw -3539112.734864 + Penalty 3408.062263 = -3535704.672601
  nChanged 117
		SP:Iteration 35Q (9221.640000 sec): 3 clusters
  Score: Raw -3539161.975666 + Penalty 3408.062263 = -3535753.913403
  nChanged 105
		SP:Iteration 36Q (9221.710000 sec): 3 clusters
  Score: Raw -3539203.886355 + Penalty 3408.062263 = -3535795.824092
  nChanged 82
		SP:Iteration 37Q (9221.770000 sec): 3 clusters
  Score: Raw -3539241.829014 + Penalty 3408.062263 = -3535833.766751
  nChanged 71
		SP:Iteration 38Q (9221.830000 sec): 3 clusters
  Score: Raw -3539272.518521 + Penalty 3408.062263 = -3535864.456258
  nChanged 52
		SP:Iteration 39Q (9221.900000 sec): 3 clusters
  Score: Raw -3539290.946837 + Penalty 3408.062263 = -3535882.884574
  nChanged 43
		SP:Iteration 40F (9221.990000 sec): 3 clusters
  Score: Raw -3539303.635120 + Penalty 3408.062263 = -3535895.572857
  nChanged 36
		SP:Iteration 41Q (9222.050000 sec): 3 clusters
  Score: Raw -3539315.737265 + Penalty 3408.062263 = -3535907.675003
  nChanged 28
		SP:Iteration 42Q (9222.110000 sec): 3 clusters
  Score: Raw -3539324.767452 + Penalty 3408.062263 = -3535916.705189
  nChanged 28
		SP:Iteration 43Q (9222.170000 sec): 3 clusters
  Score: Raw -3539333.103516 + Penalty 3408.062263 = -3535925.041253
  nChanged 28
		SP:Iteration 44Q (9222.240000 sec): 3 clusters
  Score: Raw -3539341.383770 + Penalty 3408.062263 = -3535933.321507
  nChanged 19
		SP:Iteration 45Q (9222.300000 sec): 3 clusters
  Score: Raw -3539346.750390 + Penalty 3408.062263 = -3535938.688127
  nChanged 18
		SP:Iteration 46Q (9222.370000 sec): 3 clusters
  Score: Raw -3539351.348374 + Penalty 3408.062263 = -3535943.286112
  nChanged 14
		SP:Iteration 47Q (9222.430000 sec): 3 clusters
  Score: Raw -3539354.694849 + Penalty 3408.062263 = -3535946.632586
  nChanged 13
		SP:Iteration 48Q (9222.490000 sec): 3 clusters
  Score: Raw -3539357.805476 + Penalty 3408.062263 = -3535949.743213
  nChanged 10
		SP:Iteration 49Q (9222.550000 sec): 3 clusters
  Score: Raw -3539359.924071 + Penalty 3408.062263 = -3535951.861809
  nChanged 2
		SP:Iteration 50Q (9222.610000 sec): 3 clusters
  Score: Raw -3539360.156501 + Penalty 3408.062263 = -3535952.094239
  nChanged 4
		SP:Iteration 51Q (9222.680000 sec): 3 clusters
  Score: Raw -3539361.120459 + Penalty 3408.062263 = -3535953.058196
  nChanged 2
		SP:Iteration 52Q (9222.740000 sec): 3 clusters
  Score: Raw -3539361.870808 + Penalty 3408.062263 = -3535953.808545
  nChanged 1
		SP:Iteration 53Q (9222.800000 sec): 3 clusters
  Score: Raw -3539361.960320 + Penalty 3408.062263 = -3535953.898057
  nChanged 0
		SP:Iteration 54F (9222.890000 sec): 3 clusters
  Score: Raw -3539361.960320 + Penalty 3408.062263 = -3535953.898057
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9223.190000 sec): 2 clusters
  Score: Raw -11185899.017999 + Penalty 1888.105804 = -11184010.912195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9223.470000 sec): 3 clusters
  Score: Raw -11113568.179075 + Penalty 3776.211608 = -11109791.967468
  nChanged 52945
		SP:Iteration 1F (9223.750000 sec): 3 clusters
  Score: Raw -11145030.570427 + Penalty 3776.211608 = -11141254.358819
  nChanged 5039
		SP:Iteration 2Q (9224.050000 sec): 3 clusters
  Score: Raw -11147103.837667 + Penalty 3776.211608 = -11143327.626059
  nChanged 6257
		SP:Iteration 3F (9224.330000 sec): 3 clusters
  Score: Raw -11150527.418969 + Penalty 3776.211608 = -11146751.207362
  nChanged 7600
		SP:Iteration 4F (9224.610000 sec): 3 clusters
  Score: Raw -11155759.269114 + Penalty 3776.211608 = -11151983.057506
  nChanged 8504
		SP:Iteration 5F (9224.890000 sec): 3 clusters
  Score: Raw -11162559.461240 + Penalty 3776.211608 = -11158783.249632
  nChanged 7998
		SP:Iteration 6F (9225.170000 sec): 3 clusters
  Score: Raw -11169434.674713 + Penalty 3776.211608 = -11165658.463106
  nChanged 6504
		SP:Iteration 7F (9225.440000 sec): 3 clusters
  Score: Raw -11175087.316232 + Penalty 3776.211608 = -11171311.104625
  nChanged 4770
		SP:Iteration 8Q (9225.720000 sec): 3 clusters
  Score: Raw -11179103.817823 + Penalty 3776.211608 = -11175327.606215
  nChanged 3265
		SP:Iteration 9Q (9225.960000 sec): 3 clusters
  Score: Raw -11181772.278286 + Penalty 3776.211608 = -11177996.066679
  nChanged 2271
		SP:Iteration 10Q (9226.200000 sec): 3 clusters
  Score: Raw -11183567.900352 + Penalty 3776.211608 = -11179791.688744
  nChanged 1408
		SP:Iteration 11Q (9226.420000 sec): 3 clusters
  Score: Raw -11184623.941408 + Penalty 3776.211608 = -11180847.729800
  nChanged 854
		SP:Iteration 12Q (9226.640000 sec): 3 clusters
  Score: Raw -11185236.638877 + Penalty 3776.211608 = -11181460.427270
  nChanged 520
		SP:Iteration 13Q (9226.840000 sec): 3 clusters
  Score: Raw -11185612.717796 + Penalty 3776.211608 = -11181836.506189
  nChanged 292
		SP:Iteration 14Q (9227.040000 sec): 3 clusters
  Score: Raw -11185805.342406 + Penalty 3776.211608 = -11182029.130798
  nChanged 169
		SP:Iteration 15Q (9227.240000 sec): 3 clusters
  Score: Raw -11185916.304144 + Penalty 3776.211608 = -11182140.092537
  nChanged 110
		SP:Iteration 16Q (9227.440000 sec): 3 clusters
  Score: Raw -11185989.989836 + Penalty 3776.211608 = -11182213.778229
  nChanged 60
		SP:Iteration 17Q (9227.640000 sec): 3 clusters
  Score: Raw -11186035.076436 + Penalty 3776.211608 = -11182258.864828
  nChanged 37
		SP:Iteration 18Q (9227.830000 sec): 3 clusters
  Score: Raw -11186060.149706 + Penalty 3776.211608 = -11182283.938098
  nChanged 31
		SP:Iteration 19Q (9228.030000 sec): 3 clusters
  Score: Raw -11186079.595443 + Penalty 3776.211608 = -11182303.383836
  nChanged 20
		SP:Iteration 20F (9228.300000 sec): 3 clusters
  Score: Raw -11186091.277319 + Penalty 3776.211608 = -11182315.065712
  nChanged 17
		SP:Iteration 21Q (9228.500000 sec): 3 clusters
  Score: Raw -11186102.189012 + Penalty 3776.211608 = -11182325.977404
  nChanged 15
		SP:Iteration 22Q (9228.690000 sec): 3 clusters
  Score: Raw -11186111.951045 + Penalty 3776.211608 = -11182335.739438
  nChanged 17
		SP:Iteration 23Q (9228.880000 sec): 3 clusters
  Score: Raw -11186123.746435 + Penalty 3776.211608 = -11182347.534827
  nChanged 15
		SP:Iteration 24Q (9229.080000 sec): 3 clusters
  Score: Raw -11186133.332153 + Penalty 3776.211608 = -11182357.120546
  nChanged 11
		SP:Iteration 25Q (9229.270000 sec): 3 clusters
  Score: Raw -11186140.803653 + Penalty 3776.211608 = -11182364.592046
  nChanged 15
		SP:Iteration 26Q (9229.460000 sec): 3 clusters
  Score: Raw -11186153.249822 + Penalty 3776.211608 = -11182377.038215
  nChanged 16
		SP:Iteration 27Q (9229.660000 sec): 3 clusters
  Score: Raw -11186165.431672 + Penalty 3776.211608 = -11182389.220064
  nChanged 4
		SP:Iteration 28Q (9229.850000 sec): 3 clusters
  Score: Raw -11186168.052261 + Penalty 3776.211608 = -11182391.840653
  nChanged 3
		SP:Iteration 29Q (9230.040000 sec): 3 clusters
  Score: Raw -11186169.965927 + Penalty 3776.211608 = -11182393.754319
  nChanged 5
		SP:Iteration 30Q (9230.240000 sec): 3 clusters
  Score: Raw -11186175.433028 + Penalty 3776.211608 = -11182399.221420
  nChanged 8
		SP:Iteration 31Q (9230.430000 sec): 3 clusters
  Score: Raw -11186182.352118 + Penalty 3776.211608 = -11182406.140510
  nChanged 6
		SP:Iteration 32Q (9230.620000 sec): 3 clusters
  Score: Raw -11186188.613926 + Penalty 3776.211608 = -11182412.402318
  nChanged 5
		SP:Iteration 33Q (9230.810000 sec): 3 clusters
  Score: Raw -11186191.184788 + Penalty 3776.211608 = -11182414.973181
  nChanged 3
		SP:Iteration 34Q (9231.000000 sec): 3 clusters
  Score: Raw -11186193.245053 + Penalty 3776.211608 = -11182417.033446
  nChanged 2
		SP:Iteration 35Q (9231.200000 sec): 3 clusters
  Score: Raw -11186193.865925 + Penalty 3776.211608 = -11182417.654317
  nChanged 0
		SP:Iteration 36F (9231.470000 sec): 3 clusters
  Score: Raw -11186193.865925 + Penalty 3776.211608 = -11182417.654317
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9231.540000 sec): 2 clusters
  Score: Raw -473385.987754 + Penalty 1386.174860 = -471999.812894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9231.550000 sec): 3 clusters
  Score: Raw -470743.798556 + Penalty 2772.349720 = -467971.448837
  nChanged 2086
		SP:Iteration 1F (9231.560000 sec): 3 clusters
  Score: Raw -471918.314118 + Penalty 2772.349720 = -469145.964398
  nChanged 377
		SP:Iteration 2F (9231.570000 sec): 3 clusters
  Score: Raw -472129.176513 + Penalty 2772.349720 = -469356.826793
  nChanged 313
		SP:Iteration 3F (9231.580000 sec): 3 clusters
  Score: Raw -472315.385238 + Penalty 2772.349720 = -469543.035518
  nChanged 264
		SP:Iteration 4F (9231.600000 sec): 3 clusters
  Score: Raw -472492.991353 + Penalty 2772.349720 = -469720.641633
  nChanged 259
		SP:Iteration 5F (9231.610000 sec): 3 clusters
  Score: Raw -472705.776357 + Penalty 2772.349720 = -469933.426637
  nChanged 279
		SP:Iteration 6F (9231.620000 sec): 3 clusters
  Score: Raw -472907.840612 + Penalty 2772.349720 = -470135.490892
  nChanged 203
		SP:Iteration 7Q (9231.630000 sec): 3 clusters
  Score: Raw -473039.165667 + Penalty 2772.349720 = -470266.815947
  nChanged 200
		SP:Iteration 8Q (9231.640000 sec): 3 clusters
  Score: Raw -473161.920161 + Penalty 2772.349720 = -470389.570441
  nChanged 181
		SP:Iteration 9Q (9231.650000 sec): 3 clusters
  Score: Raw -473279.552912 + Penalty 2772.349720 = -470507.203192
  nChanged 168
		SP:Iteration 10Q (9231.660000 sec): 3 clusters
  Score: Raw -473384.156911 + Penalty 2772.349720 = -470611.807191
  nChanged 147
		SP:Iteration 11Q (9231.680000 sec): 3 clusters
  Score: Raw -473477.047594 + Penalty 2772.349720 = -470704.697874
  nChanged 141
		SP:Iteration 12Q (9231.690000 sec): 3 clusters
  Score: Raw -473567.404509 + Penalty 2772.349720 = -470795.054789
  nChanged 148
		SP:Iteration 13Q (9231.700000 sec): 3 clusters
  Score: Raw -473660.053469 + Penalty 2772.349720 = -470887.703749
  nChanged 123
		SP:Iteration 14Q (9231.710000 sec): 3 clusters
  Score: Raw -473740.809803 + Penalty 2772.349720 = -470968.460083
  nChanged 119
		SP:Iteration 15Q (9231.720000 sec): 3 clusters
  Score: Raw -473817.485756 + Penalty 2772.349720 = -471045.136036
  nChanged 108
		SP:Iteration 16Q (9231.730000 sec): 3 clusters
  Score: Raw -473884.883341 + Penalty 2772.349720 = -471112.533621
  nChanged 81
		SP:Iteration 17Q (9231.740000 sec): 3 clusters
  Score: Raw -473932.298988 + Penalty 2772.349720 = -471159.949268
  nChanged 72
		SP:Iteration 18Q (9231.750000 sec): 3 clusters
  Score: Raw -473976.884288 + Penalty 2772.349720 = -471204.534568
  nChanged 60
		SP:Iteration 19Q (9231.760000 sec): 3 clusters
  Score: Raw -474009.127439 + Penalty 2772.349720 = -471236.777719
  nChanged 62
		SP:Iteration 20F (9231.780000 sec): 3 clusters
  Score: Raw -474041.294985 + Penalty 2772.349720 = -471268.945265
  nChanged 51
		SP:Iteration 21Q (9231.790000 sec): 3 clusters
  Score: Raw -474066.053484 + Penalty 2772.349720 = -471293.703764
  nChanged 36
		SP:Iteration 22Q (9231.800000 sec): 3 clusters
  Score: Raw -474085.230813 + Penalty 2772.349720 = -471312.881093
  nChanged 42
		SP:Iteration 23Q (9231.810000 sec): 3 clusters
  Score: Raw -474106.078619 + Penalty 2772.349720 = -471333.728899
  nChanged 42
		SP:Iteration 24Q (9231.820000 sec): 3 clusters
  Score: Raw -474122.960605 + Penalty 2772.349720 = -471350.610885
  nChanged 37
		SP:Iteration 25Q (9231.830000 sec): 3 clusters
  Score: Raw -474140.685405 + Penalty 2772.349720 = -471368.335685
  nChanged 38
		SP:Iteration 26Q (9231.840000 sec): 3 clusters
  Score: Raw -474156.123327 + Penalty 2772.349720 = -471383.773607
  nChanged 30
		SP:Iteration 27Q (9231.850000 sec): 3 clusters
  Score: Raw -474166.319762 + Penalty 2772.349720 = -471393.970042
  nChanged 22
		SP:Iteration 28Q (9231.860000 sec): 3 clusters
  Score: Raw -474176.288965 + Penalty 2772.349720 = -471403.939245
  nChanged 19
		SP:Iteration 29Q (9231.870000 sec): 3 clusters
  Score: Raw -474180.137849 + Penalty 2772.349720 = -471407.788129
  nChanged 12
		SP:Iteration 30Q (9231.880000 sec): 3 clusters
  Score: Raw -474182.947785 + Penalty 2772.349720 = -471410.598065
  nChanged 8
		SP:Iteration 31Q (9231.890000 sec): 3 clusters
  Score: Raw -474184.885471 + Penalty 2772.349720 = -471412.535751
  nChanged 9
		SP:Iteration 32Q (9231.900000 sec): 3 clusters
  Score: Raw -474186.750311 + Penalty 2772.349720 = -471414.400592
  nChanged 8
		SP:Iteration 33Q (9231.910000 sec): 3 clusters
  Score: Raw -474188.422772 + Penalty 2772.349720 = -471416.073052
  nChanged 6
		SP:Iteration 34Q (9231.920000 sec): 3 clusters
  Score: Raw -474190.345696 + Penalty 2772.349720 = -471417.995976
  nChanged 8
		SP:Iteration 35Q (9231.930000 sec): 3 clusters
  Score: Raw -474192.243255 + Penalty 2772.349720 = -471419.893535
  nChanged 5
		SP:Iteration 36Q (9231.940000 sec): 3 clusters
  Score: Raw -474194.294202 + Penalty 2772.349720 = -471421.944482
  nChanged 9
		SP:Iteration 37Q (9231.960000 sec): 3 clusters
  Score: Raw -474197.094379 + Penalty 2772.349720 = -471424.744660
  nChanged 7
		SP:Iteration 38Q (9231.960000 sec): 3 clusters
  Score: Raw -474200.380905 + Penalty 2772.349720 = -471428.031185
  nChanged 7
		SP:Iteration 39Q (9231.980000 sec): 3 clusters
  Score: Raw -474202.733832 + Penalty 2772.349720 = -471430.384112
  nChanged 8
		SP:Iteration 40F (9231.990000 sec): 3 clusters
  Score: Raw -474204.162060 + Penalty 2772.349720 = -471431.812340
  nChanged 5
		SP:Iteration 41Q (9232.000000 sec): 3 clusters
  Score: Raw -474205.842656 + Penalty 2772.349720 = -471433.492936
  nChanged 5
		SP:Iteration 42Q (9232.010000 sec): 3 clusters
  Score: Raw -474207.259594 + Penalty 2772.349720 = -471434.909875
  nChanged 5
		SP:Iteration 43Q (9232.020000 sec): 3 clusters
  Score: Raw -474208.197122 + Penalty 2772.349720 = -471435.847402
  nChanged 6
		SP:Iteration 44Q (9232.030000 sec): 3 clusters
  Score: Raw -474209.026329 + Penalty 2772.349720 = -471436.676609
  nChanged 3
		SP:Iteration 45Q (9232.040000 sec): 3 clusters
  Score: Raw -474210.150442 + Penalty 2772.349720 = -471437.800722
  nChanged 7
		SP:Iteration 46Q (9232.050000 sec): 3 clusters
  Score: Raw -474212.902348 + Penalty 2772.349720 = -471440.552629
  nChanged 8
		SP:Iteration 47Q (9232.060000 sec): 3 clusters
  Score: Raw -474215.108126 + Penalty 2772.349720 = -471442.758407
  nChanged 7
		SP:Iteration 48Q (9232.070000 sec): 3 clusters
  Score: Raw -474217.749212 + Penalty 2772.349720 = -471445.399492
  nChanged 8
		SP:Iteration 49Q (9232.080000 sec): 3 clusters
  Score: Raw -474219.746055 + Penalty 2772.349720 = -471447.396335
  nChanged 4
		SP:Iteration 50Q (9232.090000 sec): 3 clusters
  Score: Raw -474222.060468 + Penalty 2772.349720 = -471449.710748
  nChanged 8
		SP:Iteration 51Q (9232.100000 sec): 3 clusters
  Score: Raw -474223.666704 + Penalty 2772.349720 = -471451.316984
  nChanged 3
		SP:Iteration 52Q (9232.110000 sec): 3 clusters
  Score: Raw -474224.494815 + Penalty 2772.349720 = -471452.145095
  nChanged 2
		SP:Iteration 53Q (9232.120000 sec): 3 clusters
  Score: Raw -474225.132802 + Penalty 2772.349720 = -471452.783082
  nChanged 3
		SP:Iteration 54Q (9232.130000 sec): 3 clusters
  Score: Raw -474226.421006 + Penalty 2772.349720 = -471454.071286
  nChanged 4
		SP:Iteration 55Q (9232.140000 sec): 3 clusters
  Score: Raw -474228.290834 + Penalty 2772.349720 = -471455.941114
  nChanged 7
		SP:Iteration 56Q (9232.160000 sec): 3 clusters
  Score: Raw -474232.043461 + Penalty 2772.349720 = -471459.693741
  nChanged 12
		SP:Iteration 57Q (9232.160000 sec): 3 clusters
  Score: Raw -474237.012724 + Penalty 2772.349720 = -471464.663004
  nChanged 11
		SP:Iteration 58Q (9232.180000 sec): 3 clusters
  Score: Raw -474243.007193 + Penalty 2772.349720 = -471470.657473
  nChanged 9
		SP:Iteration 59Q (9232.180000 sec): 3 clusters
  Score: Raw -474246.729499 + Penalty 2772.349720 = -471474.379779
  nChanged 14
		SP:Iteration 60F (9232.200000 sec): 3 clusters
  Score: Raw -474250.970775 + Penalty 2772.349720 = -471478.621055
  nChanged 14
		SP:Iteration 61Q (9232.210000 sec): 3 clusters
  Score: Raw -474256.000444 + Penalty 2772.349720 = -471483.650724
  nChanged 20
		SP:Iteration 62Q (9232.220000 sec): 3 clusters
  Score: Raw -474263.250936 + Penalty 2772.349720 = -471490.901217
  nChanged 18
		SP:Iteration 63Q (9232.230000 sec): 3 clusters
  Score: Raw -474269.372510 + Penalty 2772.349720 = -471497.022790
  nChanged 14
		SP:Iteration 64Q (9232.240000 sec): 3 clusters
  Score: Raw -474275.513199 + Penalty 2772.349720 = -471503.163480
  nChanged 16
		SP:Iteration 65Q (9232.250000 sec): 3 clusters
  Score: Raw -474280.892343 + Penalty 2772.349720 = -471508.542623
  nChanged 13
		SP:Iteration 66Q (9232.260000 sec): 3 clusters
  Score: Raw -474287.529820 + Penalty 2772.349720 = -471515.180101
  nChanged 17
		SP:Iteration 67Q (9232.270000 sec): 3 clusters
  Score: Raw -474292.625362 + Penalty 2772.349720 = -471520.275642
  nChanged 13
		SP:Iteration 68Q (9232.280000 sec): 3 clusters
  Score: Raw -474297.522779 + Penalty 2772.349720 = -471525.173059
  nChanged 10
		SP:Iteration 69Q (9232.290000 sec): 3 clusters
  Score: Raw -474301.445601 + Penalty 2772.349720 = -471529.095881
  nChanged 19
		SP:Iteration 70Q (9232.300000 sec): 3 clusters
  Score: Raw -474307.834035 + Penalty 2772.349720 = -471535.484315
  nChanged 15
		SP:Iteration 71Q (9232.310000 sec): 3 clusters
  Score: Raw -474312.466544 + Penalty 2772.349720 = -471540.116824
  nChanged 11
		SP:Iteration 72Q (9232.320000 sec): 3 clusters
  Score: Raw -474317.200064 + Penalty 2772.349720 = -471544.850344
  nChanged 12
		SP:Iteration 73Q (9232.330000 sec): 3 clusters
  Score: Raw -474323.107927 + Penalty 2772.349720 = -471550.758207
  nChanged 16
		SP:Iteration 74Q (9232.340000 sec): 3 clusters
  Score: Raw -474330.027756 + Penalty 2772.349720 = -471557.678036
  nChanged 18
		SP:Iteration 75Q (9232.350000 sec): 3 clusters
  Score: Raw -474337.341898 + Penalty 2772.349720 = -471564.992178
  nChanged 18
		SP:Iteration 76Q (9232.360000 sec): 3 clusters
  Score: Raw -474343.730982 + Penalty 2772.349720 = -471571.381262
  nChanged 24
		SP:Iteration 77Q (9232.370000 sec): 3 clusters
  Score: Raw -474353.499737 + Penalty 2772.349720 = -471581.150017
  nChanged 28
		SP:Iteration 78Q (9232.380000 sec): 3 clusters
  Score: Raw -474364.525957 + Penalty 2772.349720 = -471592.176237
  nChanged 21
		SP:Iteration 79Q (9232.390000 sec): 3 clusters
  Score: Raw -474374.938815 + Penalty 2772.349720 = -471602.589095
  nChanged 19
		SP:Iteration 80F (9232.400000 sec): 3 clusters
  Score: Raw -474386.041414 + Penalty 2772.349720 = -471613.691694
  nChanged 14
		SP:Iteration 81Q (9232.410000 sec): 3 clusters
  Score: Raw -474391.871573 + Penalty 2772.349720 = -471619.521853
  nChanged 16
		SP:Iteration 82Q (9232.420000 sec): 3 clusters
  Score: Raw -474399.156381 + Penalty 2772.349720 = -471626.806661
  nChanged 15
		SP:Iteration 83Q (9232.430000 sec): 3 clusters
  Score: Raw -474404.917699 + Penalty 2772.349720 = -471632.567979
  nChanged 12
		SP:Iteration 84Q (9232.440000 sec): 3 clusters
  Score: Raw -474409.519531 + Penalty 2772.349720 = -471637.169811
  nChanged 17
		SP:Iteration 85Q (9232.450000 sec): 3 clusters
  Score: Raw -474416.153518 + Penalty 2772.349720 = -471643.803798
  nChanged 24
		SP:Iteration 86Q (9232.460000 sec): 3 clusters
  Score: Raw -474427.284504 + Penalty 2772.349720 = -471654.934784
  nChanged 22
		SP:Iteration 87Q (9232.470000 sec): 3 clusters
  Score: Raw -474437.476001 + Penalty 2772.349720 = -471665.126281
  nChanged 18
		SP:Iteration 88Q (9232.480000 sec): 3 clusters
  Score: Raw -474445.774948 + Penalty 2772.349720 = -471673.425228
  nChanged 18
		SP:Iteration 89Q (9232.490000 sec): 3 clusters
  Score: Raw -474457.188901 + Penalty 2772.349720 = -471684.839181
  nChanged 21
		SP:Iteration 90Q (9232.500000 sec): 3 clusters
  Score: Raw -474467.574025 + Penalty 2772.349720 = -471695.224305
  nChanged 16
		SP:Iteration 91Q (9232.510000 sec): 3 clusters
  Score: Raw -474475.344733 + Penalty 2772.349720 = -471702.995013
  nChanged 21
		SP:Iteration 92Q (9232.520000 sec): 3 clusters
  Score: Raw -474488.487634 + Penalty 2772.349720 = -471716.137914
  nChanged 28
		SP:Iteration 93Q (9232.530000 sec): 3 clusters
  Score: Raw -474510.698738 + Penalty 2772.349720 = -471738.349018
  nChanged 27
		SP:Iteration 94Q (9232.540000 sec): 3 clusters
  Score: Raw -474532.068682 + Penalty 2772.349720 = -471759.718962
  nChanged 25
		SP:Iteration 95Q (9232.550000 sec): 3 clusters
  Score: Raw -474551.142725 + Penalty 2772.349720 = -471778.793005
  nChanged 31
		SP:Iteration 96Q (9232.560000 sec): 3 clusters
  Score: Raw -474571.670491 + Penalty 2772.349720 = -471799.320771
  nChanged 24
		SP:Iteration 97Q (9232.570000 sec): 3 clusters
  Score: Raw -474584.517280 + Penalty 2772.349720 = -471812.167560
  nChanged 21
		SP:Iteration 98Q (9232.580000 sec): 3 clusters
  Score: Raw -474594.643252 + Penalty 2772.349720 = -471822.293532
  nChanged 16
		SP:Iteration 99Q (9232.590000 sec): 3 clusters
  Score: Raw -474601.093000 + Penalty 2772.349720 = -471828.743280
  nChanged 8
		SP:Iteration 100F (9232.600000 sec): 3 clusters
  Score: Raw -474605.703232 + Penalty 2772.349720 = -471833.353512
  nChanged 9
		SP:Iteration 101Q (9232.610000 sec): 3 clusters
  Score: Raw -474610.118219 + Penalty 2772.349720 = -471837.768499
  nChanged 8
		SP:Iteration 102Q (9232.620000 sec): 3 clusters
  Score: Raw -474613.469852 + Penalty 2772.349720 = -471841.120132
  nChanged 1
		SP:Iteration 103Q (9232.630000 sec): 3 clusters
  Score: Raw -474613.757588 + Penalty 2772.349720 = -471841.407868
  nChanged 2
		SP:Iteration 104Q (9232.640000 sec): 3 clusters
  Score: Raw -474614.286569 + Penalty 2772.349720 = -471841.936849
  nChanged 3
		SP:Iteration 105Q (9232.640000 sec): 3 clusters
  Score: Raw -474615.215383 + Penalty 2772.349720 = -471842.865663
  nChanged 1
		SP:Iteration 106Q (9232.660000 sec): 3 clusters
  Score: Raw -474615.497325 + Penalty 2772.349720 = -471843.147605
  nChanged 2
		SP:Iteration 107Q (9232.660000 sec): 3 clusters
  Score: Raw -474616.145285 + Penalty 2772.349720 = -471843.795565
  nChanged 3
		SP:Iteration 108Q (9232.670000 sec): 3 clusters
  Score: Raw -474617.441417 + Penalty 2772.349720 = -471845.091697
  nChanged 4
		SP:Iteration 109Q (9232.680000 sec): 3 clusters
  Score: Raw -474619.392480 + Penalty 2772.349720 = -471847.042760
  nChanged 5
		SP:Iteration 110Q (9232.690000 sec): 3 clusters
  Score: Raw -474622.059511 + Penalty 2772.349720 = -471849.709791
  nChanged 6
		SP:Iteration 111Q (9232.700000 sec): 3 clusters
  Score: Raw -474623.850181 + Penalty 2772.349720 = -471851.500461
  nChanged 1
		SP:Iteration 112Q (9232.710000 sec): 3 clusters
  Score: Raw -474623.965257 + Penalty 2772.349720 = -471851.615537
  nChanged 1
		SP:Iteration 113Q (9232.720000 sec): 3 clusters
  Score: Raw -474624.200231 + Penalty 2772.349720 = -471851.850511
  nChanged 0
		SP:Iteration 114F (9232.730000 sec): 3 clusters
  Score: Raw -474624.200231 + Penalty 2772.349720 = -471851.850511
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9232.740000 sec): 2 clusters
  Score: Raw -281049.189656 + Penalty 1280.569281 = -279768.620375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9232.750000 sec): 3 clusters
  Score: Raw -279836.025502 + Penalty 2561.138562 = -277274.886940
  nChanged 945
		SP:Iteration 1F (9232.760000 sec): 3 clusters
  Score: Raw -280370.673285 + Penalty 2561.138562 = -277809.534723
  nChanged 197
		SP:Iteration 2F (9232.760000 sec): 3 clusters
  Score: Raw -280488.117419 + Penalty 2561.138562 = -277926.978857
  nChanged 126
		SP:Iteration 3Q (9232.770000 sec): 3 clusters
  Score: Raw -280555.747349 + Penalty 2561.138562 = -277994.608787
  nChanged 80
		SP:Iteration 4Q (9232.770000 sec): 3 clusters
  Score: Raw -280602.099940 + Penalty 2561.138562 = -278040.961378
  nChanged 73
		SP:Iteration 5Q (9232.780000 sec): 3 clusters
  Score: Raw -280644.347556 + Penalty 2561.138562 = -278083.208994
  nChanged 62
		SP:Iteration 6Q (9232.780000 sec): 3 clusters
  Score: Raw -280676.413291 + Penalty 2561.138562 = -278115.274729
  nChanged 45
		SP:Iteration 7Q (9232.790000 sec): 3 clusters
  Score: Raw -280699.149497 + Penalty 2561.138562 = -278138.010935
  nChanged 41
		SP:Iteration 8Q (9232.800000 sec): 3 clusters
  Score: Raw -280719.268691 + Penalty 2561.138562 = -278158.130129
  nChanged 35
		SP:Iteration 9Q (9232.800000 sec): 3 clusters
  Score: Raw -280738.572106 + Penalty 2561.138562 = -278177.433544
  nChanged 38
		SP:Iteration 10Q (9232.810000 sec): 3 clusters
  Score: Raw -280757.138455 + Penalty 2561.138562 = -278195.999893
  nChanged 46
		SP:Iteration 11Q (9232.820000 sec): 3 clusters
  Score: Raw -280781.348006 + Penalty 2561.138562 = -278220.209444
  nChanged 41
		SP:Iteration 12Q (9232.820000 sec): 3 clusters
  Score: Raw -280802.550001 + Penalty 2561.138562 = -278241.411439
  nChanged 34
		SP:Iteration 13Q (9232.830000 sec): 3 clusters
  Score: Raw -280818.517062 + Penalty 2561.138562 = -278257.378500
  nChanged 31
		SP:Iteration 14Q (9232.830000 sec): 3 clusters
  Score: Raw -280831.838395 + Penalty 2561.138562 = -278270.699833
  nChanged 24
		SP:Iteration 15Q (9232.840000 sec): 3 clusters
  Score: Raw -280841.581730 + Penalty 2561.138562 = -278280.443168
  nChanged 24
		SP:Iteration 16Q (9232.840000 sec): 3 clusters
  Score: Raw -280852.095691 + Penalty 2561.138562 = -278290.957129
  nChanged 27
		SP:Iteration 17Q (9232.850000 sec): 3 clusters
  Score: Raw -280863.537671 + Penalty 2561.138562 = -278302.399110
  nChanged 37
		SP:Iteration 18Q (9232.860000 sec): 3 clusters
  Score: Raw -280879.032970 + Penalty 2561.138562 = -278317.894408
  nChanged 31
		SP:Iteration 19Q (9232.860000 sec): 3 clusters
  Score: Raw -280892.875300 + Penalty 2561.138562 = -278331.736738
  nChanged 34
		SP:Iteration 20F (9232.870000 sec): 3 clusters
  Score: Raw -280908.371709 + Penalty 2561.138562 = -278347.233147
  nChanged 37
		SP:Iteration 21Q (9232.870000 sec): 3 clusters
  Score: Raw -280930.063075 + Penalty 2561.138562 = -278368.924513
  nChanged 34
		SP:Iteration 22Q (9232.880000 sec): 3 clusters
  Score: Raw -280950.400900 + Penalty 2561.138562 = -278389.262338
  nChanged 37
		SP:Iteration 23Q (9232.880000 sec): 3 clusters
  Score: Raw -280971.703181 + Penalty 2561.138562 = -278410.564619
  nChanged 34
		SP:Iteration 24Q (9232.890000 sec): 3 clusters
  Score: Raw -280992.120908 + Penalty 2561.138562 = -278430.982346
  nChanged 34
		SP:Iteration 25Q (9232.900000 sec): 3 clusters
  Score: Raw -281015.649453 + Penalty 2561.138562 = -278454.510891
  nChanged 41
		SP:Iteration 26Q (9232.900000 sec): 3 clusters
  Score: Raw -281045.936569 + Penalty 2561.138562 = -278484.798007
  nChanged 40
		SP:Iteration 27Q (9232.910000 sec): 3 clusters
  Score: Raw -281073.521671 + Penalty 2561.138562 = -278512.383109
  nChanged 35
		SP:Iteration 28Q (9232.920000 sec): 3 clusters
  Score: Raw -281099.707671 + Penalty 2561.138562 = -278538.569109
  nChanged 30
		SP:Iteration 29Q (9232.920000 sec): 3 clusters
  Score: Raw -281118.450591 + Penalty 2561.138562 = -278557.312029
  nChanged 24
		SP:Iteration 30Q (9232.920000 sec): 3 clusters
  Score: Raw -281132.585872 + Penalty 2561.138562 = -278571.447310
  nChanged 22
		SP:Iteration 31Q (9232.930000 sec): 3 clusters
  Score: Raw -281150.875637 + Penalty 2561.138562 = -278589.737075
  nChanged 18
		SP:Iteration 32Q (9232.940000 sec): 3 clusters
  Score: Raw -281164.636055 + Penalty 2561.138562 = -278603.497493
  nChanged 15
		SP:Iteration 33Q (9232.940000 sec): 3 clusters
  Score: Raw -281175.548498 + Penalty 2561.138562 = -278614.409936
  nChanged 16
		SP:Iteration 34Q (9232.950000 sec): 3 clusters
  Score: Raw -281189.173510 + Penalty 2561.138562 = -278628.034948
  nChanged 19
		SP:Iteration 35Q (9232.960000 sec): 3 clusters
  Score: Raw -281201.900561 + Penalty 2561.138562 = -278640.761999
  nChanged 10
		SP:Iteration 36Q (9232.960000 sec): 3 clusters
  Score: Raw -281210.729988 + Penalty 2561.138562 = -278649.591427
  nChanged 5
		SP:Iteration 37Q (9232.960000 sec): 3 clusters
  Score: Raw -281214.624730 + Penalty 2561.138562 = -278653.486168
  nChanged 5
		SP:Iteration 38Q (9232.970000 sec): 3 clusters
  Score: Raw -281217.360229 + Penalty 2561.138562 = -278656.221667
  nChanged 3
		SP:Iteration 39Q (9232.980000 sec): 3 clusters
  Score: Raw -281220.198210 + Penalty 2561.138562 = -278659.059648
  nChanged 7
		SP:Iteration 40F (9232.980000 sec): 3 clusters
  Score: Raw -281226.149802 + Penalty 2561.138562 = -278665.011241
  nChanged 8
		SP:Iteration 41Q (9232.990000 sec): 3 clusters
  Score: Raw -281232.378247 + Penalty 2561.138562 = -278671.239685
  nChanged 7
		SP:Iteration 42Q (9233.000000 sec): 3 clusters
  Score: Raw -281237.110841 + Penalty 2561.138562 = -278675.972279
  nChanged 5
		SP:Iteration 43Q (9233.000000 sec): 3 clusters
  Score: Raw -281240.541741 + Penalty 2561.138562 = -278679.403179
  nChanged 3
		SP:Iteration 44Q (9233.000000 sec): 3 clusters
  Score: Raw -281242.511231 + Penalty 2561.138562 = -278681.372669
  nChanged 4
		SP:Iteration 45Q (9233.010000 sec): 3 clusters
  Score: Raw -281245.673016 + Penalty 2561.138562 = -278684.534454
  nChanged 4
		SP:Iteration 46Q (9233.020000 sec): 3 clusters
  Score: Raw -281250.360934 + Penalty 2561.138562 = -278689.222372
  nChanged 3
		SP:Iteration 47Q (9233.020000 sec): 3 clusters
  Score: Raw -281251.772463 + Penalty 2561.138562 = -278690.633901
  nChanged 1
		SP:Iteration 48Q (9233.030000 sec): 3 clusters
  Score: Raw -281253.318503 + Penalty 2561.138562 = -278692.179941
  nChanged 2
		SP:Iteration 49Q (9233.030000 sec): 3 clusters
  Score: Raw -281254.442651 + Penalty 2561.138562 = -278693.304089
  nChanged 2
		SP:Iteration 50Q (9233.040000 sec): 3 clusters
  Score: Raw -281255.765173 + Penalty 2561.138562 = -278694.626611
  nChanged 3
		SP:Iteration 51Q (9233.040000 sec): 3 clusters
  Score: Raw -281258.971837 + Penalty 2561.138562 = -278697.833275
  nChanged 2
		SP:Iteration 52Q (9233.050000 sec): 3 clusters
  Score: Raw -281260.758175 + Penalty 2561.138562 = -278699.619614
  nChanged 1
		SP:Iteration 53Q (9233.060000 sec): 3 clusters
  Score: Raw -281261.225634 + Penalty 2561.138562 = -278700.087072
  nChanged 1
		SP:Iteration 54Q (9233.060000 sec): 3 clusters
  Score: Raw -281261.695972 + Penalty 2561.138562 = -278700.557410
  nChanged 1
		SP:Iteration 55Q (9233.060000 sec): 3 clusters
  Score: Raw -281262.698787 + Penalty 2561.138562 = -278701.560226
  nChanged 0
		SP:Iteration 56F (9233.070000 sec): 3 clusters
  Score: Raw -281262.698787 + Penalty 2561.138562 = -278701.560226
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9233.080000 sec): 2 clusters
  Score: Raw -77808.638248 + Penalty 1128.883599 = -76679.754650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9233.080000 sec): 3 clusters
  Score: Raw -77485.909132 + Penalty 2257.767197 = -75228.141935
  nChanged 340
		SP:Iteration 1F (9233.080000 sec): 3 clusters
  Score: Raw -77898.906086 + Penalty 2257.767197 = -75641.138889
  nChanged 117
		SP:Iteration 2F (9233.080000 sec): 3 clusters
  Score: Raw -78178.463759 + Penalty 2257.767197 = -75920.696562
  nChanged 83
		SP:Iteration 3F (9233.090000 sec): 3 clusters
  Score: Raw -78361.372542 + Penalty 2257.767197 = -76103.605345
  nChanged 53
		SP:Iteration 4F (9233.090000 sec): 3 clusters
  Score: Raw -78520.096708 + Penalty 2257.767197 = -76262.329510
  nChanged 43
		SP:Iteration 5Q (9233.090000 sec): 3 clusters
  Score: Raw -78618.820717 + Penalty 2257.767197 = -76361.053520
  nChanged 39
		SP:Iteration 6Q (9233.100000 sec): 3 clusters
  Score: Raw -78704.232946 + Penalty 2257.767197 = -76446.465749
  nChanged 34
		SP:Iteration 7Q (9233.100000 sec): 3 clusters
  Score: Raw -78772.364524 + Penalty 2257.767197 = -76514.597327
  nChanged 24
		SP:Iteration 8Q (9233.100000 sec): 3 clusters
  Score: Raw -78828.872829 + Penalty 2257.767197 = -76571.105632
  nChanged 23
		SP:Iteration 9Q (9233.100000 sec): 3 clusters
  Score: Raw -78893.178289 + Penalty 2257.767197 = -76635.411092
  nChanged 21
		SP:Iteration 10Q (9233.100000 sec): 3 clusters
  Score: Raw -78939.094606 + Penalty 2257.767197 = -76681.327409
  nChanged 18
		SP:Iteration 11Q (9233.100000 sec): 3 clusters
  Score: Raw -78963.187173 + Penalty 2257.767197 = -76705.419975
  nChanged 8
		SP:Iteration 12Q (9233.110000 sec): 3 clusters
  Score: Raw -78972.742910 + Penalty 2257.767197 = -76714.975712
  nChanged 8
		SP:Iteration 13Q (9233.110000 sec): 3 clusters
  Score: Raw -78980.456553 + Penalty 2257.767197 = -76722.689355
  nChanged 5
		SP:Iteration 14Q (9233.110000 sec): 3 clusters
  Score: Raw -78987.371149 + Penalty 2257.767197 = -76729.603951
  nChanged 4
		SP:Iteration 15Q (9233.110000 sec): 3 clusters
  Score: Raw -78993.614911 + Penalty 2257.767197 = -76735.847713
  nChanged 4
		SP:Iteration 16Q (9233.120000 sec): 3 clusters
  Score: Raw -78997.267674 + Penalty 2257.767197 = -76739.500476
  nChanged 1
		SP:Iteration 17Q (9233.120000 sec): 3 clusters
  Score: Raw -78999.114853 + Penalty 2257.767197 = -76741.347656
  nChanged 2
		SP:Iteration 18Q (9233.120000 sec): 3 clusters
  Score: Raw -79000.651504 + Penalty 2257.767197 = -76742.884306
  nChanged 1
		SP:Iteration 19Q (9233.120000 sec): 3 clusters
  Score: Raw -79002.005497 + Penalty 2257.767197 = -76744.238300
  nChanged 1
		SP:Iteration 20F (9233.120000 sec): 3 clusters
  Score: Raw -79003.984345 + Penalty 2257.767197 = -76746.217148
  nChanged 1
		SP:Iteration 21Q (9233.120000 sec): 3 clusters
  Score: Raw -79004.992518 + Penalty 2257.767197 = -76747.225320
  nChanged 0
		SP:Iteration 22F (9233.130000 sec): 3 clusters
  Score: Raw -79004.992518 + Penalty 2257.767197 = -76747.225320
  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 8.65 GB.

 Trying to split cluster 17 (4067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9233.140000 sec): 2 clusters
  Score: Raw -378114.031596 + Penalty 1350.482397 = -376763.549199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9233.160000 sec): 3 clusters
  Score: Raw -376109.812580 + Penalty 2700.964794 = -373408.847785
  nChanged 1527
		SP:Iteration 1F (9233.160000 sec): 3 clusters
  Score: Raw -376969.388215 + Penalty 2700.964794 = -374268.423420
  nChanged 311
		SP:Iteration 2F (9233.170000 sec): 3 clusters
  Score: Raw -377162.294134 + Penalty 2700.964794 = -374461.329340
  nChanged 236
		SP:Iteration 3F (9233.180000 sec): 3 clusters
  Score: Raw -377312.978266 + Penalty 2700.964794 = -374612.013471
  nChanged 210
		SP:Iteration 4F (9233.190000 sec): 3 clusters
  Score: Raw -377454.918145 + Penalty 2700.964794 = -374753.953351
  nChanged 182
		SP:Iteration 5Q (9233.200000 sec): 3 clusters
  Score: Raw -377612.995730 + Penalty 2700.964794 = -374912.030936
  nChanged 197
		SP:Iteration 6Q (9233.210000 sec): 3 clusters
  Score: Raw -377818.496740 + Penalty 2700.964794 = -375117.531946
  nChanged 201
		SP:Iteration 7Q (9233.220000 sec): 3 clusters
  Score: Raw -378004.426744 + Penalty 2700.964794 = -375303.461949
  nChanged 186
		SP:Iteration 8Q (9233.230000 sec): 3 clusters
  Score: Raw -378171.612025 + Penalty 2700.964794 = -375470.647230
  nChanged 160
		SP:Iteration 9Q (9233.240000 sec): 3 clusters
  Score: Raw -378306.583342 + Penalty 2700.964794 = -375605.618548
  nChanged 137
		SP:Iteration 10Q (9233.250000 sec): 3 clusters
  Score: Raw -378435.857268 + Penalty 2700.964794 = -375734.892474
  nChanged 130
		SP:Iteration 11Q (9233.260000 sec): 3 clusters
  Score: Raw -378554.298808 + Penalty 2700.964794 = -375853.334013
  nChanged 124
		SP:Iteration 12Q (9233.260000 sec): 3 clusters
  Score: Raw -378646.601265 + Penalty 2700.964794 = -375945.636471
  nChanged 114
		SP:Iteration 13Q (9233.270000 sec): 3 clusters
  Score: Raw -378747.161381 + Penalty 2700.964794 = -376046.196586
  nChanged 102
		SP:Iteration 14Q (9233.280000 sec): 3 clusters
  Score: Raw -378825.991763 + Penalty 2700.964794 = -376125.026968
  nChanged 86
		SP:Iteration 15Q (9233.290000 sec): 3 clusters
  Score: Raw -378900.260591 + Penalty 2700.964794 = -376199.295796
  nChanged 87
		SP:Iteration 16Q (9233.300000 sec): 3 clusters
  Score: Raw -378977.643440 + Penalty 2700.964794 = -376276.678646
  nChanged 96
		SP:Iteration 17Q (9233.310000 sec): 3 clusters
  Score: Raw -379050.195202 + Penalty 2700.964794 = -376349.230407
  nChanged 79
		SP:Iteration 18Q (9233.320000 sec): 3 clusters
  Score: Raw -379116.080757 + Penalty 2700.964794 = -376415.115963
  nChanged 69
		SP:Iteration 19Q (9233.320000 sec): 3 clusters
  Score: Raw -379169.802141 + Penalty 2700.964794 = -376468.837347
  nChanged 50
		SP:Iteration 20F (9233.330000 sec): 3 clusters
  Score: Raw -379199.834640 + Penalty 2700.964794 = -376498.869846
  nChanged 33
		SP:Iteration 21Q (9233.340000 sec): 3 clusters
  Score: Raw -379217.607555 + Penalty 2700.964794 = -376516.642761
  nChanged 31
		SP:Iteration 22Q (9233.350000 sec): 3 clusters
  Score: Raw -379234.242065 + Penalty 2700.964794 = -376533.277270
  nChanged 24
		SP:Iteration 23Q (9233.360000 sec): 3 clusters
  Score: Raw -379244.439323 + Penalty 2700.964794 = -376543.474529
  nChanged 22
		SP:Iteration 24Q (9233.360000 sec): 3 clusters
  Score: Raw -379250.396571 + Penalty 2700.964794 = -376549.431776
  nChanged 16
		SP:Iteration 25Q (9233.370000 sec): 3 clusters
  Score: Raw -379256.339269 + Penalty 2700.964794 = -376555.374474
  nChanged 14
		SP:Iteration 26Q (9233.380000 sec): 3 clusters
  Score: Raw -379262.899504 + Penalty 2700.964794 = -376561.934710
  nChanged 12
		SP:Iteration 27Q (9233.390000 sec): 3 clusters
  Score: Raw -379266.422121 + Penalty 2700.964794 = -376565.457326
  nChanged 6
		SP:Iteration 28Q (9233.400000 sec): 3 clusters
  Score: Raw -379268.392774 + Penalty 2700.964794 = -376567.427980
  nChanged 6
		SP:Iteration 29Q (9233.400000 sec): 3 clusters
  Score: Raw -379270.747966 + Penalty 2700.964794 = -376569.783172
  nChanged 2
		SP:Iteration 30Q (9233.410000 sec): 3 clusters
  Score: Raw -379271.097980 + Penalty 2700.964794 = -376570.133185
  nChanged 2
		SP:Iteration 31Q (9233.420000 sec): 3 clusters
  Score: Raw -379271.724569 + Penalty 2700.964794 = -376570.759774
  nChanged 1
		SP:Iteration 32Q (9233.430000 sec): 3 clusters
  Score: Raw -379272.256810 + Penalty 2700.964794 = -376571.292015
  nChanged 0
		SP:Iteration 33F (9233.440000 sec): 3 clusters
  Score: Raw -379272.256810 + Penalty 2700.964794 = -376571.292015
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (9181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9233.460000 sec): 2 clusters
  Score: Raw -865834.305820 + Penalty 1482.794854 = -864351.510966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9233.490000 sec): 3 clusters
  Score: Raw -860803.567011 + Penalty 2965.589708 = -857837.977303
  nChanged 3825
		SP:Iteration 1F (9233.510000 sec): 3 clusters
  Score: Raw -863065.479826 + Penalty 2965.589708 = -860099.890118
  nChanged 646
		SP:Iteration 2F (9233.530000 sec): 3 clusters
  Score: Raw -863391.789935 + Penalty 2965.589708 = -860426.200227
  nChanged 482
		SP:Iteration 3F (9233.550000 sec): 3 clusters
  Score: Raw -863620.118588 + Penalty 2965.589708 = -860654.528880
  nChanged 416
		SP:Iteration 4Q (9233.570000 sec): 3 clusters
  Score: Raw -863814.909399 + Penalty 2965.589708 = -860849.319690
  nChanged 407
		SP:Iteration 5Q (9233.590000 sec): 3 clusters
  Score: Raw -864011.230962 + Penalty 2965.589708 = -861045.641253
  nChanged 381
		SP:Iteration 6Q (9233.610000 sec): 3 clusters
  Score: Raw -864217.372080 + Penalty 2965.589708 = -861251.782372
  nChanged 405
		SP:Iteration 7Q (9233.630000 sec): 3 clusters
  Score: Raw -864450.710198 + Penalty 2965.589708 = -861485.120490
  nChanged 398
		SP:Iteration 8Q (9233.660000 sec): 3 clusters
  Score: Raw -864668.100126 + Penalty 2965.589708 = -861702.510418
  nChanged 370
		SP:Iteration 9Q (9233.680000 sec): 3 clusters
  Score: Raw -864901.796250 + Penalty 2965.589708 = -861936.206541
  nChanged 361
		SP:Iteration 10Q (9233.700000 sec): 3 clusters
  Score: Raw -865151.644329 + Penalty 2965.589708 = -862186.054620
  nChanged 364
		SP:Iteration 11Q (9233.720000 sec): 3 clusters
  Score: Raw -865430.559024 + Penalty 2965.589708 = -862464.969315
  nChanged 337
		SP:Iteration 12Q (9233.740000 sec): 3 clusters
  Score: Raw -865686.227783 + Penalty 2965.589708 = -862720.638075
  nChanged 290
		SP:Iteration 13Q (9233.760000 sec): 3 clusters
  Score: Raw -865877.962788 + Penalty 2965.589708 = -862912.373080
  nChanged 238
		SP:Iteration 14Q (9233.780000 sec): 3 clusters
  Score: Raw -866006.866453 + Penalty 2965.589708 = -863041.276745
  nChanged 194
		SP:Iteration 15Q (9233.800000 sec): 3 clusters
  Score: Raw -866110.653883 + Penalty 2965.589708 = -863145.064175
  nChanged 143
		SP:Iteration 16Q (9233.820000 sec): 3 clusters
  Score: Raw -866178.267918 + Penalty 2965.589708 = -863212.678210
  nChanged 108
		SP:Iteration 17Q (9233.840000 sec): 3 clusters
  Score: Raw -866218.591135 + Penalty 2965.589708 = -863253.001427
  nChanged 76
		SP:Iteration 18Q (9233.860000 sec): 3 clusters
  Score: Raw -866238.068731 + Penalty 2965.589708 = -863272.479023
  nChanged 52
		SP:Iteration 19Q (9233.880000 sec): 3 clusters
  Score: Raw -866249.442477 + Penalty 2965.589708 = -863283.852768
  nChanged 38
		SP:Iteration 20F (9233.900000 sec): 3 clusters
  Score: Raw -866257.055718 + Penalty 2965.589708 = -863291.466010
  nChanged 24
		SP:Iteration 21Q (9233.920000 sec): 3 clusters
  Score: Raw -866262.627197 + Penalty 2965.589708 = -863297.037489
  nChanged 20
		SP:Iteration 22Q (9233.940000 sec): 3 clusters
  Score: Raw -866265.742315 + Penalty 2965.589708 = -863300.152607
  nChanged 18
		SP:Iteration 23Q (9233.960000 sec): 3 clusters
  Score: Raw -866269.909699 + Penalty 2965.589708 = -863304.319990
  nChanged 18
		SP:Iteration 24Q (9233.980000 sec): 3 clusters
  Score: Raw -866273.303890 + Penalty 2965.589708 = -863307.714181
  nChanged 20
		SP:Iteration 25Q (9234.000000 sec): 3 clusters
  Score: Raw -866277.253248 + Penalty 2965.589708 = -863311.663540
  nChanged 15
		SP:Iteration 26Q (9234.020000 sec): 3 clusters
  Score: Raw -866279.533728 + Penalty 2965.589708 = -863313.944020
  nChanged 12
		SP:Iteration 27Q (9234.040000 sec): 3 clusters
  Score: Raw -866281.349392 + Penalty 2965.589708 = -863315.759684
  nChanged 8
		SP:Iteration 28Q (9234.060000 sec): 3 clusters
  Score: Raw -866282.276907 + Penalty 2965.589708 = -863316.687199
  nChanged 3
		SP:Iteration 29Q (9234.070000 sec): 3 clusters
  Score: Raw -866282.481853 + Penalty 2965.589708 = -863316.892145
  nChanged 2
		SP:Iteration 30Q (9234.090000 sec): 3 clusters
  Score: Raw -866282.940276 + Penalty 2965.589708 = -863317.350568
  nChanged 7
		SP:Iteration 31Q (9234.110000 sec): 3 clusters
  Score: Raw -866283.733307 + Penalty 2965.589708 = -863318.143598
  nChanged 7
		SP:Iteration 32Q (9234.130000 sec): 3 clusters
  Score: Raw -866285.331548 + Penalty 2965.589708 = -863319.741839
  nChanged 10
		SP:Iteration 33Q (9234.150000 sec): 3 clusters
  Score: Raw -866286.605568 + Penalty 2965.589708 = -863321.015859
  nChanged 7
		SP:Iteration 34Q (9234.170000 sec): 3 clusters
  Score: Raw -866287.194178 + Penalty 2965.589708 = -863321.604470
  nChanged 4
		SP:Iteration 35Q (9234.190000 sec): 3 clusters
  Score: Raw -866287.553870 + Penalty 2965.589708 = -863321.964162
  nChanged 6
		SP:Iteration 36Q (9234.210000 sec): 3 clusters
  Score: Raw -866288.533346 + Penalty 2965.589708 = -863322.943638
  nChanged 4
		SP:Iteration 37Q (9234.230000 sec): 3 clusters
  Score: Raw -866288.937934 + Penalty 2965.589708 = -863323.348225
  nChanged 4
		SP:Iteration 38Q (9234.250000 sec): 3 clusters
  Score: Raw -866289.477971 + Penalty 2965.589708 = -863323.888262
  nChanged 3
		SP:Iteration 39Q (9234.270000 sec): 3 clusters
  Score: Raw -866289.798774 + Penalty 2965.589708 = -863324.209066
  nChanged 3
		SP:Iteration 40F (9234.290000 sec): 3 clusters
  Score: Raw -866290.107602 + Penalty 2965.589708 = -863324.517893
  nChanged 2
		SP:Iteration 41Q (9234.310000 sec): 3 clusters
  Score: Raw -866290.245109 + Penalty 2965.589708 = -863324.655400
  nChanged 1
		SP:Iteration 42Q (9234.330000 sec): 3 clusters
  Score: Raw -866290.273151 + Penalty 2965.589708 = -863324.683443
  nChanged 1
		SP:Iteration 43Q (9234.350000 sec): 3 clusters
  Score: Raw -866290.354635 + Penalty 2965.589708 = -863324.764927
  nChanged 2
		SP:Iteration 44Q (9234.370000 sec): 3 clusters
  Score: Raw -866290.516485 + Penalty 2965.589708 = -863324.926776
  nChanged 0
		SP:Iteration 45F (9234.390000 sec): 3 clusters
  Score: Raw -866290.516485 + Penalty 2965.589708 = -863324.926776
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9234.420000 sec): 2 clusters
  Score: Raw -975814.452274 + Penalty 1488.019825 = -974326.432449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9234.440000 sec): 3 clusters
  Score: Raw -970483.181537 + Penalty 2976.039649 = -967507.141888
  nChanged 4062
		SP:Iteration 1F (9234.460000 sec): 3 clusters
  Score: Raw -972679.227374 + Penalty 2976.039649 = -969703.187725
  nChanged 681
		SP:Iteration 2F (9234.480000 sec): 3 clusters
  Score: Raw -973052.506142 + Penalty 2976.039649 = -970076.466492
  nChanged 612
		SP:Iteration 3F (9234.500000 sec): 3 clusters
  Score: Raw -973409.780123 + Penalty 2976.039649 = -970433.740474
  nChanged 613
		SP:Iteration 4F (9234.520000 sec): 3 clusters
  Score: Raw -973850.425476 + Penalty 2976.039649 = -970874.385827
  nChanged 660
		SP:Iteration 5F (9234.550000 sec): 3 clusters
  Score: Raw -974357.381490 + Penalty 2976.039649 = -971381.341841
  nChanged 598
		SP:Iteration 6F (9234.570000 sec): 3 clusters
  Score: Raw -974798.791553 + Penalty 2976.039649 = -971822.751903
  nChanged 484
		SP:Iteration 7F (9234.590000 sec): 3 clusters
  Score: Raw -975136.470960 + Penalty 2976.039649 = -972160.431311
  nChanged 368
		SP:Iteration 8Q (9234.610000 sec): 3 clusters
  Score: Raw -975394.451534 + Penalty 2976.039649 = -972418.411885
  nChanged 272
		SP:Iteration 9Q (9234.640000 sec): 3 clusters
  Score: Raw -975556.615154 + Penalty 2976.039649 = -972580.575504
  nChanged 197
		SP:Iteration 10Q (9234.660000 sec): 3 clusters
  Score: Raw -975654.473534 + Penalty 2976.039649 = -972678.433884
  nChanged 142
		SP:Iteration 11Q (9234.680000 sec): 3 clusters
  Score: Raw -975735.162330 + Penalty 2976.039649 = -972759.122680
  nChanged 122
		SP:Iteration 12Q (9234.700000 sec): 3 clusters
  Score: Raw -975799.050158 + Penalty 2976.039649 = -972823.010509
  nChanged 84
		SP:Iteration 13Q (9234.720000 sec): 3 clusters
  Score: Raw -975840.252164 + Penalty 2976.039649 = -972864.212515
  nChanged 65
		SP:Iteration 14Q (9234.740000 sec): 3 clusters
  Score: Raw -975871.193370 + Penalty 2976.039649 = -972895.153720
  nChanged 77
		SP:Iteration 15Q (9234.760000 sec): 3 clusters
  Score: Raw -975906.990509 + Penalty 2976.039649 = -972930.950859
  nChanged 62
		SP:Iteration 16Q (9234.780000 sec): 3 clusters
  Score: Raw -975936.716045 + Penalty 2976.039649 = -972960.676396
  nChanged 41
		SP:Iteration 17Q (9234.800000 sec): 3 clusters
  Score: Raw -975955.322177 + Penalty 2976.039649 = -972979.282527
  nChanged 39
		SP:Iteration 18Q (9234.820000 sec): 3 clusters
  Score: Raw -975971.897027 + Penalty 2976.039649 = -972995.857378
  nChanged 29
		SP:Iteration 19Q (9234.840000 sec): 3 clusters
  Score: Raw -975986.040248 + Penalty 2976.039649 = -973010.000598
  nChanged 28
		SP:Iteration 20F (9234.870000 sec): 3 clusters
  Score: Raw -976000.393999 + Penalty 2976.039649 = -973024.354350
  nChanged 24
		SP:Iteration 21Q (9234.890000 sec): 3 clusters
  Score: Raw -976011.325632 + Penalty 2976.039649 = -973035.285983
  nChanged 21
		SP:Iteration 22Q (9234.910000 sec): 3 clusters
  Score: Raw -976020.681997 + Penalty 2976.039649 = -973044.642348
  nChanged 15
		SP:Iteration 23Q (9234.930000 sec): 3 clusters
  Score: Raw -976026.189408 + Penalty 2976.039649 = -973050.149758
  nChanged 9
		SP:Iteration 24Q (9234.950000 sec): 3 clusters
  Score: Raw -976029.070103 + Penalty 2976.039649 = -973053.030454
  nChanged 9
		SP:Iteration 25Q (9234.970000 sec): 3 clusters
  Score: Raw -976031.883372 + Penalty 2976.039649 = -973055.843723
  nChanged 7
		SP:Iteration 26Q (9234.990000 sec): 3 clusters
  Score: Raw -976034.317918 + Penalty 2976.039649 = -973058.278269
  nChanged 6
		SP:Iteration 27Q (9235.000000 sec): 3 clusters
  Score: Raw -976036.566562 + Penalty 2976.039649 = -973060.526913
  nChanged 6
		SP:Iteration 28Q (9235.020000 sec): 3 clusters
  Score: Raw -976039.804601 + Penalty 2976.039649 = -973063.764951
  nChanged 8
		SP:Iteration 29Q (9235.040000 sec): 3 clusters
  Score: Raw -976043.542082 + Penalty 2976.039649 = -973067.502433
  nChanged 7
		SP:Iteration 30Q (9235.060000 sec): 3 clusters
  Score: Raw -976046.266009 + Penalty 2976.039649 = -973070.226359
  nChanged 2
		SP:Iteration 31Q (9235.080000 sec): 3 clusters
  Score: Raw -976047.097697 + Penalty 2976.039649 = -973071.058048
  nChanged 2
		SP:Iteration 32Q (9235.100000 sec): 3 clusters
  Score: Raw -976047.909808 + Penalty 2976.039649 = -973071.870159
  nChanged 1
		SP:Iteration 33Q (9235.120000 sec): 3 clusters
  Score: Raw -976048.739370 + Penalty 2976.039649 = -973072.699721
  nChanged 6
		SP:Iteration 34Q (9235.140000 sec): 3 clusters
  Score: Raw -976050.750211 + Penalty 2976.039649 = -973074.710562
  nChanged 3
		SP:Iteration 35Q (9235.160000 sec): 3 clusters
  Score: Raw -976051.414612 + Penalty 2976.039649 = -973075.374963
  nChanged 3
		SP:Iteration 36Q (9235.180000 sec): 3 clusters
  Score: Raw -976052.310120 + Penalty 2976.039649 = -973076.270470
  nChanged 4
		SP:Iteration 37Q (9235.200000 sec): 3 clusters
  Score: Raw -976053.435469 + Penalty 2976.039649 = -973077.395819
  nChanged 3
		SP:Iteration 38Q (9235.220000 sec): 3 clusters
  Score: Raw -976054.300300 + Penalty 2976.039649 = -973078.260651
  nChanged 1
		SP:Iteration 39Q (9235.240000 sec): 3 clusters
  Score: Raw -976054.886349 + Penalty 2976.039649 = -973078.846700
  nChanged 0
		SP:Iteration 40F (9235.260000 sec): 3 clusters
  Score: Raw -976054.886349 + Penalty 2976.039649 = -973078.846700
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9235.270000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9235.270000 sec): 3 clusters
  Score: Raw -47076.668116 + Penalty 1993.354364 = -45083.313752
  nChanged 94
		SP:Iteration 1F (9235.270000 sec): 3 clusters
  Score: Raw -47193.771032 + Penalty 1993.354364 = -45200.416669
  nChanged 27
		SP:Iteration 2F (9235.270000 sec): 3 clusters
  Score: Raw -47241.070069 + Penalty 1993.354364 = -45247.715705
  nChanged 11
		SP:Iteration 3Q (9235.270000 sec): 3 clusters
  Score: Raw -47263.279952 + Penalty 1993.354364 = -45269.925588
  nChanged 8
		SP:Iteration 4Q (9235.270000 sec): 3 clusters
  Score: Raw -47274.214193 + Penalty 1993.354364 = -45280.859829
  nChanged 2
		SP:Iteration 5Q (9235.280000 sec): 3 clusters
  Score: Raw -47276.821806 + Penalty 1993.354364 = -45283.467442
  nChanged 1
		SP:Iteration 6Q (9235.280000 sec): 3 clusters
  Score: Raw -47280.390667 + Penalty 1993.354364 = -45287.036303
  nChanged 3
		SP:Iteration 7Q (9235.280000 sec): 3 clusters
  Score: Raw -47284.998543 + Penalty 1993.354364 = -45291.644179
  nChanged 3
		SP:Iteration 8Q (9235.280000 sec): 3 clusters
  Score: Raw -47288.873002 + Penalty 1993.354364 = -45295.518638
  nChanged 2
		SP:Iteration 9Q (9235.280000 sec): 3 clusters
  Score: Raw -47292.528525 + Penalty 1993.354364 = -45299.174161
  nChanged 1
		SP:Iteration 10Q (9235.280000 sec): 3 clusters
  Score: Raw -47295.022263 + Penalty 1993.354364 = -45301.667899
  nChanged 1
		SP:Iteration 11Q (9235.280000 sec): 3 clusters
  Score: Raw -47296.248775 + Penalty 1993.354364 = -45302.894411
  nChanged 0
		SP:Iteration 12F (9235.280000 sec): 3 clusters
  Score: Raw -47296.248775 + Penalty 1993.354364 = -45302.894411
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (2977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9235.290000 sec): 2 clusters
  Score: Raw -294708.052627 + Penalty 1299.784096 = -293408.268531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9235.300000 sec): 3 clusters
  Score: Raw -293280.133862 + Penalty 2599.568192 = -290680.565670
  nChanged 1118
		SP:Iteration 1F (9235.310000 sec): 3 clusters
  Score: Raw -293960.202325 + Penalty 2599.568192 = -291360.634133
  nChanged 260
		SP:Iteration 2F (9235.310000 sec): 3 clusters
  Score: Raw -294186.007750 + Penalty 2599.568192 = -291586.439558
  nChanged 195
		SP:Iteration 3F (9235.320000 sec): 3 clusters
  Score: Raw -294403.468530 + Penalty 2599.568192 = -291803.900337
  nChanged 179
		SP:Iteration 4F (9235.330000 sec): 3 clusters
  Score: Raw -294552.989569 + Penalty 2599.568192 = -291953.421377
  nChanged 133
		SP:Iteration 5Q (9235.340000 sec): 3 clusters
  Score: Raw -294639.047119 + Penalty 2599.568192 = -292039.478926
  nChanged 108
		SP:Iteration 6Q (9235.340000 sec): 3 clusters
  Score: Raw -294699.787057 + Penalty 2599.568192 = -292100.218865
  nChanged 87
		SP:Iteration 7Q (9235.350000 sec): 3 clusters
  Score: Raw -294751.697523 + Penalty 2599.568192 = -292152.129331
  nChanged 66
		SP:Iteration 8Q (9235.360000 sec): 3 clusters
  Score: Raw -294789.165558 + Penalty 2599.568192 = -292189.597366
  nChanged 58
		SP:Iteration 9Q (9235.360000 sec): 3 clusters
  Score: Raw -294823.743351 + Penalty 2599.568192 = -292224.175159
  nChanged 56
		SP:Iteration 10Q (9235.370000 sec): 3 clusters
  Score: Raw -294855.817299 + Penalty 2599.568192 = -292256.249107
  nChanged 38
		SP:Iteration 11Q (9235.380000 sec): 3 clusters
  Score: Raw -294876.560100 + Penalty 2599.568192 = -292276.991908
  nChanged 35
		SP:Iteration 12Q (9235.380000 sec): 3 clusters
  Score: Raw -294891.854226 + Penalty 2599.568192 = -292292.286034
  nChanged 39
		SP:Iteration 13Q (9235.390000 sec): 3 clusters
  Score: Raw -294912.417194 + Penalty 2599.568192 = -292312.849002
  nChanged 41
		SP:Iteration 14Q (9235.400000 sec): 3 clusters
  Score: Raw -294936.124504 + Penalty 2599.568192 = -292336.556312
  nChanged 44
		SP:Iteration 15Q (9235.400000 sec): 3 clusters
  Score: Raw -294958.096924 + Penalty 2599.568192 = -292358.528732
  nChanged 37
		SP:Iteration 16Q (9235.410000 sec): 3 clusters
  Score: Raw -294977.416660 + Penalty 2599.568192 = -292377.848468
  nChanged 33
		SP:Iteration 17Q (9235.420000 sec): 3 clusters
  Score: Raw -294993.766531 + Penalty 2599.568192 = -292394.198339
  nChanged 30
		SP:Iteration 18Q (9235.420000 sec): 3 clusters
  Score: Raw -295012.007716 + Penalty 2599.568192 = -292412.439524
  nChanged 28
		SP:Iteration 19Q (9235.430000 sec): 3 clusters
  Score: Raw -295033.329726 + Penalty 2599.568192 = -292433.761534
  nChanged 30
		SP:Iteration 20F (9235.440000 sec): 3 clusters
  Score: Raw -295049.814360 + Penalty 2599.568192 = -292450.246167
  nChanged 33
		SP:Iteration 21Q (9235.440000 sec): 3 clusters
  Score: Raw -295068.174108 + Penalty 2599.568192 = -292468.605915
  nChanged 26
		SP:Iteration 22Q (9235.450000 sec): 3 clusters
  Score: Raw -295083.445907 + Penalty 2599.568192 = -292483.877714
  nChanged 26
		SP:Iteration 23Q (9235.460000 sec): 3 clusters
  Score: Raw -295101.464061 + Penalty 2599.568192 = -292501.895869
  nChanged 32
		SP:Iteration 24Q (9235.460000 sec): 3 clusters
  Score: Raw -295123.540315 + Penalty 2599.568192 = -292523.972123
  nChanged 33
		SP:Iteration 25Q (9235.470000 sec): 3 clusters
  Score: Raw -295145.134052 + Penalty 2599.568192 = -292545.565860
  nChanged 28
		SP:Iteration 26Q (9235.480000 sec): 3 clusters
  Score: Raw -295163.008472 + Penalty 2599.568192 = -292563.440280
  nChanged 32
		SP:Iteration 27Q (9235.480000 sec): 3 clusters
  Score: Raw -295186.794114 + Penalty 2599.568192 = -292587.225922
  nChanged 30
		SP:Iteration 28Q (9235.490000 sec): 3 clusters
  Score: Raw -295210.409178 + Penalty 2599.568192 = -292610.840986
  nChanged 23
		SP:Iteration 29Q (9235.490000 sec): 3 clusters
  Score: Raw -295223.201056 + Penalty 2599.568192 = -292623.632864
  nChanged 19
		SP:Iteration 30Q (9235.500000 sec): 3 clusters
  Score: Raw -295236.871991 + Penalty 2599.568192 = -292637.303799
  nChanged 17
		SP:Iteration 31Q (9235.500000 sec): 3 clusters
  Score: Raw -295245.223686 + Penalty 2599.568192 = -292645.655494
  nChanged 12
		SP:Iteration 32Q (9235.510000 sec): 3 clusters
  Score: Raw -295252.737990 + Penalty 2599.568192 = -292653.169798
  nChanged 11
		SP:Iteration 33Q (9235.520000 sec): 3 clusters
  Score: Raw -295256.945589 + Penalty 2599.568192 = -292657.377397
  nChanged 7
		SP:Iteration 34Q (9235.520000 sec): 3 clusters
  Score: Raw -295261.122081 + Penalty 2599.568192 = -292661.553889
  nChanged 9
		SP:Iteration 35Q (9235.530000 sec): 3 clusters
  Score: Raw -295267.165671 + Penalty 2599.568192 = -292667.597479
  nChanged 8
		SP:Iteration 36Q (9235.540000 sec): 3 clusters
  Score: Raw -295272.118277 + Penalty 2599.568192 = -292672.550084
  nChanged 6
		SP:Iteration 37Q (9235.540000 sec): 3 clusters
  Score: Raw -295278.177034 + Penalty 2599.568192 = -292678.608842
  nChanged 9
		SP:Iteration 38Q (9235.550000 sec): 3 clusters
  Score: Raw -295283.298915 + Penalty 2599.568192 = -292683.730723
  nChanged 6
		SP:Iteration 39Q (9235.560000 sec): 3 clusters
  Score: Raw -295286.919475 + Penalty 2599.568192 = -292687.351282
  nChanged 5
		SP:Iteration 40F (9235.560000 sec): 3 clusters
  Score: Raw -295290.137947 + Penalty 2599.568192 = -292690.569754
  nChanged 3
		SP:Iteration 41Q (9235.570000 sec): 3 clusters
  Score: Raw -295291.912787 + Penalty 2599.568192 = -292692.344595
  nChanged 3
		SP:Iteration 42Q (9235.570000 sec): 3 clusters
  Score: Raw -295293.419268 + Penalty 2599.568192 = -292693.851076
  nChanged 3
		SP:Iteration 43Q (9235.580000 sec): 3 clusters
  Score: Raw -295296.868408 + Penalty 2599.568192 = -292697.300216
  nChanged 5
		SP:Iteration 44Q (9235.580000 sec): 3 clusters
  Score: Raw -295299.072022 + Penalty 2599.568192 = -292699.503830
  nChanged 2
		SP:Iteration 45Q (9235.590000 sec): 3 clusters
  Score: Raw -295300.054591 + Penalty 2599.568192 = -292700.486398
  nChanged 0
		SP:Iteration 46F (9235.600000 sec): 3 clusters
  Score: Raw -295300.054591 + Penalty 2599.568192 = -292700.486398
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9235.620000 sec): 2 clusters
  Score: Raw -562862.957668 + Penalty 1412.174694 = -561450.782974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9235.630000 sec): 3 clusters
  Score: Raw -559694.923865 + Penalty 2824.349388 = -556870.574477
  nChanged 2487
		SP:Iteration 1F (9235.640000 sec): 3 clusters
  Score: Raw -561054.741985 + Penalty 2824.349388 = -558230.392597
  nChanged 497
		SP:Iteration 2F (9235.660000 sec): 3 clusters
  Score: Raw -561364.881294 + Penalty 2824.349388 = -558540.531906
  nChanged 380
		SP:Iteration 3F (9235.670000 sec): 3 clusters
  Score: Raw -561639.210137 + Penalty 2824.349388 = -558814.860749
  nChanged 346
		SP:Iteration 4F (9235.690000 sec): 3 clusters
  Score: Raw -561909.164135 + Penalty 2824.349388 = -559084.814747
  nChanged 309
		SP:Iteration 5F (9235.700000 sec): 3 clusters
  Score: Raw -562090.203186 + Penalty 2824.349388 = -559265.853798
  nChanged 243
		SP:Iteration 6Q (9235.710000 sec): 3 clusters
  Score: Raw -562217.174803 + Penalty 2824.349388 = -559392.825415
  nChanged 194
		SP:Iteration 7Q (9235.730000 sec): 3 clusters
  Score: Raw -562310.546716 + Penalty 2824.349388 = -559486.197328
  nChanged 169
		SP:Iteration 8Q (9235.740000 sec): 3 clusters
  Score: Raw -562388.953695 + Penalty 2824.349388 = -559564.604307
  nChanged 156
		SP:Iteration 9Q (9235.760000 sec): 3 clusters
  Score: Raw -562462.350194 + Penalty 2824.349388 = -559638.000806
  nChanged 155
		SP:Iteration 10Q (9235.770000 sec): 3 clusters
  Score: Raw -562522.718659 + Penalty 2824.349388 = -559698.369271
  nChanged 126
		SP:Iteration 11Q (9235.780000 sec): 3 clusters
  Score: Raw -562577.463368 + Penalty 2824.349388 = -559753.113980
  nChanged 143
		SP:Iteration 12Q (9235.800000 sec): 3 clusters
  Score: Raw -562647.551528 + Penalty 2824.349388 = -559823.202140
  nChanged 153
		SP:Iteration 13Q (9235.810000 sec): 3 clusters
  Score: Raw -562725.938296 + Penalty 2824.349388 = -559901.588908
  nChanged 133
		SP:Iteration 14Q (9235.820000 sec): 3 clusters
  Score: Raw -562796.357882 + Penalty 2824.349388 = -559972.008494
  nChanged 135
		SP:Iteration 15Q (9235.840000 sec): 3 clusters
  Score: Raw -562864.632378 + Penalty 2824.349388 = -560040.282990
  nChanged 117
		SP:Iteration 16Q (9235.850000 sec): 3 clusters
  Score: Raw -562931.780505 + Penalty 2824.349388 = -560107.431117
  nChanged 122
		SP:Iteration 17Q (9235.860000 sec): 3 clusters
  Score: Raw -563010.967418 + Penalty 2824.349388 = -560186.618030
  nChanged 127
		SP:Iteration 18Q (9235.870000 sec): 3 clusters
  Score: Raw -563086.936800 + Penalty 2824.349388 = -560262.587412
  nChanged 121
		SP:Iteration 19Q (9235.890000 sec): 3 clusters
  Score: Raw -563158.866660 + Penalty 2824.349388 = -560334.517272
  nChanged 108
		SP:Iteration 20F (9235.900000 sec): 3 clusters
  Score: Raw -563235.942234 + Penalty 2824.349388 = -560411.592846
  nChanged 111
		SP:Iteration 21Q (9235.910000 sec): 3 clusters
  Score: Raw -563319.835415 + Penalty 2824.349388 = -560495.486027
  nChanged 110
		SP:Iteration 22Q (9235.920000 sec): 3 clusters
  Score: Raw -563397.938609 + Penalty 2824.349388 = -560573.589221
  nChanged 101
		SP:Iteration 23Q (9235.940000 sec): 3 clusters
  Score: Raw -563468.029981 + Penalty 2824.349388 = -560643.680593
  nChanged 100
		SP:Iteration 24Q (9235.950000 sec): 3 clusters
  Score: Raw -563539.140269 + Penalty 2824.349388 = -560714.790881
  nChanged 92
		SP:Iteration 25Q (9235.960000 sec): 3 clusters
  Score: Raw -563607.192269 + Penalty 2824.349388 = -560782.842881
  nChanged 83
		SP:Iteration 26Q (9235.970000 sec): 3 clusters
  Score: Raw -563674.115467 + Penalty 2824.349388 = -560849.766079
  nChanged 73
		SP:Iteration 27Q (9235.980000 sec): 3 clusters
  Score: Raw -563732.503045 + Penalty 2824.349388 = -560908.153657
  nChanged 62
		SP:Iteration 28Q (9236.000000 sec): 3 clusters
  Score: Raw -563786.023926 + Penalty 2824.349388 = -560961.674538
  nChanged 59
		SP:Iteration 29Q (9236.010000 sec): 3 clusters
  Score: Raw -563826.296720 + Penalty 2824.349388 = -561001.947332
  nChanged 44
		SP:Iteration 30Q (9236.020000 sec): 3 clusters
  Score: Raw -563846.788696 + Penalty 2824.349388 = -561022.439308
  nChanged 36
		SP:Iteration 31Q (9236.030000 sec): 3 clusters
  Score: Raw -563866.498075 + Penalty 2824.349388 = -561042.148687
  nChanged 33
		SP:Iteration 32Q (9236.040000 sec): 3 clusters
  Score: Raw -563889.623960 + Penalty 2824.349388 = -561065.274572
  nChanged 28
		SP:Iteration 33Q (9236.050000 sec): 3 clusters
  Score: Raw -563906.555611 + Penalty 2824.349388 = -561082.206223
  nChanged 21
		SP:Iteration 34Q (9236.060000 sec): 3 clusters
  Score: Raw -563918.688984 + Penalty 2824.349388 = -561094.339596
  nChanged 27
		SP:Iteration 35Q (9236.080000 sec): 3 clusters
  Score: Raw -563933.102885 + Penalty 2824.349388 = -561108.753497
  nChanged 16
		SP:Iteration 36Q (9236.080000 sec): 3 clusters
  Score: Raw -563940.536385 + Penalty 2824.349388 = -561116.186997
  nChanged 16
		SP:Iteration 37Q (9236.100000 sec): 3 clusters
  Score: Raw -563946.767587 + Penalty 2824.349388 = -561122.418199
  nChanged 12
		SP:Iteration 38Q (9236.110000 sec): 3 clusters
  Score: Raw -563954.201489 + Penalty 2824.349388 = -561129.852101
  nChanged 16
		SP:Iteration 39Q (9236.120000 sec): 3 clusters
  Score: Raw -563962.120308 + Penalty 2824.349388 = -561137.770920
  nChanged 10
		SP:Iteration 40F (9236.130000 sec): 3 clusters
  Score: Raw -563967.786321 + Penalty 2824.349388 = -561143.436933
  nChanged 13
		SP:Iteration 41Q (9236.140000 sec): 3 clusters
  Score: Raw -563974.006678 + Penalty 2824.349388 = -561149.657290
  nChanged 5
		SP:Iteration 42Q (9236.150000 sec): 3 clusters
  Score: Raw -563976.582270 + Penalty 2824.349388 = -561152.232882
  nChanged 5
		SP:Iteration 43Q (9236.160000 sec): 3 clusters
  Score: Raw -563978.183832 + Penalty 2824.349388 = -561153.834444
  nChanged 4
		SP:Iteration 44Q (9236.180000 sec): 3 clusters
  Score: Raw -563979.323627 + Penalty 2824.349388 = -561154.974239
  nChanged 6
		SP:Iteration 45Q (9236.180000 sec): 3 clusters
  Score: Raw -563981.203301 + Penalty 2824.349388 = -561156.853913
  nChanged 6
		SP:Iteration 46Q (9236.200000 sec): 3 clusters
  Score: Raw -563984.864897 + Penalty 2824.349388 = -561160.515509
  nChanged 9
		SP:Iteration 47Q (9236.210000 sec): 3 clusters
  Score: Raw -563988.803554 + Penalty 2824.349388 = -561164.454166
  nChanged 6
		SP:Iteration 48Q (9236.220000 sec): 3 clusters
  Score: Raw -563992.188945 + Penalty 2824.349388 = -561167.839557
  nChanged 3
		SP:Iteration 49Q (9236.230000 sec): 3 clusters
  Score: Raw -563993.381351 + Penalty 2824.349388 = -561169.031963
  nChanged 3
		SP:Iteration 50Q (9236.240000 sec): 3 clusters
  Score: Raw -563994.466125 + Penalty 2824.349388 = -561170.116737
  nChanged 3
		SP:Iteration 51Q (9236.250000 sec): 3 clusters
  Score: Raw -563995.871525 + Penalty 2824.349388 = -561171.522137
  nChanged 6
		SP:Iteration 52Q (9236.260000 sec): 3 clusters
  Score: Raw -563998.082193 + Penalty 2824.349388 = -561173.732805
  nChanged 7
		SP:Iteration 53Q (9236.270000 sec): 3 clusters
  Score: Raw -564002.640709 + Penalty 2824.349388 = -561178.291321
  nChanged 11
		SP:Iteration 54Q (9236.280000 sec): 3 clusters
  Score: Raw -564008.373176 + Penalty 2824.349388 = -561184.023788
  nChanged 9
		SP:Iteration 55Q (9236.290000 sec): 3 clusters
  Score: Raw -564012.633996 + Penalty 2824.349388 = -561188.284608
  nChanged 11
		SP:Iteration 56Q (9236.300000 sec): 3 clusters
  Score: Raw -564018.830580 + Penalty 2824.349388 = -561194.481193
  nChanged 11
		SP:Iteration 57Q (9236.310000 sec): 3 clusters
  Score: Raw -564024.781836 + Penalty 2824.349388 = -561200.432448
  nChanged 8
		SP:Iteration 58Q (9236.320000 sec): 3 clusters
  Score: Raw -564030.616896 + Penalty 2824.349388 = -561206.267508
  nChanged 6
		SP:Iteration 59Q (9236.330000 sec): 3 clusters
  Score: Raw -564033.200174 + Penalty 2824.349388 = -561208.850786
  nChanged 1
		SP:Iteration 60F (9236.350000 sec): 3 clusters
  Score: Raw -564033.678932 + Penalty 2824.349388 = -561209.329544
  nChanged 3
		SP:Iteration 61Q (9236.360000 sec): 3 clusters
  Score: Raw -564034.719041 + Penalty 2824.349388 = -561210.369653
  nChanged 0
		SP:Iteration 62F (9236.370000 sec): 3 clusters
  Score: Raw -564034.719041 + Penalty 2824.349388 = -561210.369653
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (12488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9236.410000 sec): 2 clusters
  Score: Raw -1256836.089532 + Penalty 1532.785063 = -1255303.304469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9236.440000 sec): 3 clusters
  Score: Raw -1249657.534563 + Penalty 3065.570125 = -1246591.964438
  nChanged 5478
		SP:Iteration 1F (9236.470000 sec): 3 clusters
  Score: Raw -1252752.462330 + Penalty 3065.570125 = -1249686.892204
  nChanged 800
		SP:Iteration 2F (9236.500000 sec): 3 clusters
  Score: Raw -1253153.554403 + Penalty 3065.570125 = -1250087.984278
  nChanged 759
		SP:Iteration 3F (9236.530000 sec): 3 clusters
  Score: Raw -1253540.623405 + Penalty 3065.570125 = -1250475.053280
  nChanged 709
		SP:Iteration 4F (9236.560000 sec): 3 clusters
  Score: Raw -1253901.748942 + Penalty 3065.570125 = -1250836.178817
  nChanged 646
		SP:Iteration 5F (9236.580000 sec): 3 clusters
  Score: Raw -1254251.356098 + Penalty 3065.570125 = -1251185.785973
  nChanged 650
		SP:Iteration 6F (9236.610000 sec): 3 clusters
  Score: Raw -1254624.990925 + Penalty 3065.570125 = -1251559.420800
  nChanged 604
		SP:Iteration 7Q (9236.640000 sec): 3 clusters
  Score: Raw -1254964.042944 + Penalty 3065.570125 = -1251898.472819
  nChanged 564
		SP:Iteration 8Q (9236.670000 sec): 3 clusters
  Score: Raw -1255284.118328 + Penalty 3065.570125 = -1252218.548203
  nChanged 501
		SP:Iteration 9Q (9236.700000 sec): 3 clusters
  Score: Raw -1255576.547806 + Penalty 3065.570125 = -1252510.977681
  nChanged 451
		SP:Iteration 10Q (9236.730000 sec): 3 clusters
  Score: Raw -1255856.456990 + Penalty 3065.570125 = -1252790.886865
  nChanged 421
		SP:Iteration 11Q (9236.760000 sec): 3 clusters
  Score: Raw -1256135.126518 + Penalty 3065.570125 = -1253069.556393
  nChanged 376
		SP:Iteration 12Q (9236.780000 sec): 3 clusters
  Score: Raw -1256400.205924 + Penalty 3065.570125 = -1253334.635799
  nChanged 329
		SP:Iteration 13Q (9236.820000 sec): 3 clusters
  Score: Raw -1256648.538720 + Penalty 3065.570125 = -1253582.968595
  nChanged 246
		SP:Iteration 14Q (9236.840000 sec): 3 clusters
  Score: Raw -1256840.819093 + Penalty 3065.570125 = -1253775.248968
  nChanged 162
		SP:Iteration 15Q (9236.870000 sec): 3 clusters
  Score: Raw -1256966.807346 + Penalty 3065.570125 = -1253901.237221
  nChanged 120
		SP:Iteration 16Q (9236.900000 sec): 3 clusters
  Score: Raw -1257073.375480 + Penalty 3065.570125 = -1254007.805355
  nChanged 87
		SP:Iteration 17Q (9236.920000 sec): 3 clusters
  Score: Raw -1257138.844228 + Penalty 3065.570125 = -1254073.274102
  nChanged 68
		SP:Iteration 18Q (9236.940000 sec): 3 clusters
  Score: Raw -1257190.608485 + Penalty 3065.570125 = -1254125.038360
  nChanged 45
		SP:Iteration 19Q (9236.970000 sec): 3 clusters
  Score: Raw -1257226.303995 + Penalty 3065.570125 = -1254160.733870
  nChanged 35
		SP:Iteration 20F (9237.000000 sec): 3 clusters
  Score: Raw -1257246.814815 + Penalty 3065.570125 = -1254181.244690
  nChanged 24
		SP:Iteration 21Q (9237.020000 sec): 3 clusters
  Score: Raw -1257265.007765 + Penalty 3065.570125 = -1254199.437640
  nChanged 13
		SP:Iteration 22Q (9237.040000 sec): 3 clusters
  Score: Raw -1257274.596242 + Penalty 3065.570125 = -1254209.026116
  nChanged 18
		SP:Iteration 23Q (9237.060000 sec): 3 clusters
  Score: Raw -1257286.079533 + Penalty 3065.570125 = -1254220.509408
  nChanged 16
		SP:Iteration 24Q (9237.080000 sec): 3 clusters
  Score: Raw -1257293.753125 + Penalty 3065.570125 = -1254228.183000
  nChanged 7
		SP:Iteration 25Q (9237.100000 sec): 3 clusters
  Score: Raw -1257296.581727 + Penalty 3065.570125 = -1254231.011602
  nChanged 5
		SP:Iteration 26Q (9237.120000 sec): 3 clusters
  Score: Raw -1257298.687955 + Penalty 3065.570125 = -1254233.117830
  nChanged 3
		SP:Iteration 27Q (9237.140000 sec): 3 clusters
  Score: Raw -1257299.594863 + Penalty 3065.570125 = -1254234.024738
  nChanged 2
		SP:Iteration 28Q (9237.160000 sec): 3 clusters
  Score: Raw -1257300.313697 + Penalty 3065.570125 = -1254234.743571
  nChanged 2
		SP:Iteration 29Q (9237.190000 sec): 3 clusters
  Score: Raw -1257301.262626 + Penalty 3065.570125 = -1254235.692501
  nChanged 0
		SP:Iteration 30F (9237.220000 sec): 3 clusters
  Score: Raw -1257301.262626 + Penalty 3065.570125 = -1254235.692501
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9237.230000 sec): 2 clusters
  Score: Raw -323897.681965 + Penalty 1322.943341 = -322574.738624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9237.240000 sec): 3 clusters
  Score: Raw -322254.353754 + Penalty 2645.886683 = -319608.467071
  nChanged 1306
		SP:Iteration 1F (9237.250000 sec): 3 clusters
  Score: Raw -323091.149207 + Penalty 2645.886683 = -320445.262524
  nChanged 318
		SP:Iteration 2F (9237.260000 sec): 3 clusters
  Score: Raw -323335.598231 + Penalty 2645.886683 = -320689.711548
  nChanged 246
		SP:Iteration 3F (9237.260000 sec): 3 clusters
  Score: Raw -323522.095695 + Penalty 2645.886683 = -320876.209012
  nChanged 196
		SP:Iteration 4F (9237.270000 sec): 3 clusters
  Score: Raw -323683.963680 + Penalty 2645.886683 = -321038.076997
  nChanged 183
		SP:Iteration 5F (9237.280000 sec): 3 clusters
  Score: Raw -323853.706067 + Penalty 2645.886683 = -321207.819384
  nChanged 149
		SP:Iteration 6Q (9237.290000 sec): 3 clusters
  Score: Raw -323980.447555 + Penalty 2645.886683 = -321334.560872
  nChanged 110
		SP:Iteration 7Q (9237.300000 sec): 3 clusters
  Score: Raw -324070.781486 + Penalty 2645.886683 = -321424.894803
  nChanged 95
		SP:Iteration 8Q (9237.300000 sec): 3 clusters
  Score: Raw -324152.439698 + Penalty 2645.886683 = -321506.553016
  nChanged 73
		SP:Iteration 9Q (9237.310000 sec): 3 clusters
  Score: Raw -324209.900047 + Penalty 2645.886683 = -321564.013364
  nChanged 65
		SP:Iteration 10Q (9237.320000 sec): 3 clusters
  Score: Raw -324272.716237 + Penalty 2645.886683 = -321626.829554
  nChanged 63
		SP:Iteration 11Q (9237.320000 sec): 3 clusters
  Score: Raw -324332.831664 + Penalty 2645.886683 = -321686.944981
  nChanged 61
		SP:Iteration 12Q (9237.330000 sec): 3 clusters
  Score: Raw -324390.403426 + Penalty 2645.886683 = -321744.516743
  nChanged 44
		SP:Iteration 13Q (9237.340000 sec): 3 clusters
  Score: Raw -324428.451789 + Penalty 2645.886683 = -321782.565106
  nChanged 41
		SP:Iteration 14Q (9237.350000 sec): 3 clusters
  Score: Raw -324470.375036 + Penalty 2645.886683 = -321824.488354
  nChanged 42
		SP:Iteration 15Q (9237.350000 sec): 3 clusters
  Score: Raw -324507.148068 + Penalty 2645.886683 = -321861.261385
  nChanged 27
		SP:Iteration 16Q (9237.360000 sec): 3 clusters
  Score: Raw -324531.783699 + Penalty 2645.886683 = -321885.897016
  nChanged 26
		SP:Iteration 17Q (9237.370000 sec): 3 clusters
  Score: Raw -324550.764526 + Penalty 2645.886683 = -321904.877843
  nChanged 20
		SP:Iteration 18Q (9237.370000 sec): 3 clusters
  Score: Raw -324564.562702 + Penalty 2645.886683 = -321918.676019
  nChanged 15
		SP:Iteration 19Q (9237.380000 sec): 3 clusters
  Score: Raw -324573.730556 + Penalty 2645.886683 = -321927.843874
  nChanged 15
		SP:Iteration 20F (9237.390000 sec): 3 clusters
  Score: Raw -324583.238790 + Penalty 2645.886683 = -321937.352108
  nChanged 9
		SP:Iteration 21Q (9237.400000 sec): 3 clusters
  Score: Raw -324588.856739 + Penalty 2645.886683 = -321942.970056
  nChanged 3
		SP:Iteration 22Q (9237.400000 sec): 3 clusters
  Score: Raw -324590.465934 + Penalty 2645.886683 = -321944.579251
  nChanged 0
		SP:Iteration 23F (9237.410000 sec): 3 clusters
  Score: Raw -324590.465934 + Penalty 2645.886683 = -321944.579251
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (18478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9237.470000 sec): 2 clusters
  Score: Raw -1760064.556438 + Penalty 1596.454619 = -1758468.101819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9237.510000 sec): 3 clusters
  Score: Raw -1749113.591894 + Penalty 3192.909237 = -1745920.682657
  nChanged 8151
		SP:Iteration 1F (9237.560000 sec): 3 clusters
  Score: Raw -1753506.032770 + Penalty 3192.909237 = -1750313.123533
  nChanged 1036
		SP:Iteration 2F (9237.600000 sec): 3 clusters
  Score: Raw -1753940.931578 + Penalty 3192.909237 = -1750748.022341
  nChanged 1013
		SP:Iteration 3F (9237.640000 sec): 3 clusters
  Score: Raw -1754424.742290 + Penalty 3192.909237 = -1751231.833053
  nChanged 961
		SP:Iteration 4F (9237.690000 sec): 3 clusters
  Score: Raw -1754940.327396 + Penalty 3192.909237 = -1751747.418159
  nChanged 962
		SP:Iteration 5F (9237.740000 sec): 3 clusters
  Score: Raw -1755522.346267 + Penalty 3192.909237 = -1752329.437029
  nChanged 980
		SP:Iteration 6F (9237.780000 sec): 3 clusters
  Score: Raw -1756139.407281 + Penalty 3192.909237 = -1752946.498044
  nChanged 956
		SP:Iteration 7F (9237.820000 sec): 3 clusters
  Score: Raw -1756767.142294 + Penalty 3192.909237 = -1753574.233057
  nChanged 1037
		SP:Iteration 8F (9237.870000 sec): 3 clusters
  Score: Raw -1757467.563680 + Penalty 3192.909237 = -1754274.654443
  nChanged 956
		SP:Iteration 9F (9237.910000 sec): 3 clusters
  Score: Raw -1758165.848622 + Penalty 3192.909237 = -1754972.939385
  nChanged 949
		SP:Iteration 10F (9237.960000 sec): 3 clusters
  Score: Raw -1758850.284614 + Penalty 3192.909237 = -1755657.375377
  nChanged 873
		SP:Iteration 11Q (9238.000000 sec): 3 clusters
  Score: Raw -1759460.500310 + Penalty 3192.909237 = -1756267.591073
  nChanged 755
		SP:Iteration 12Q (9238.040000 sec): 3 clusters
  Score: Raw -1759961.653533 + Penalty 3192.909237 = -1756768.744296
  nChanged 606
		SP:Iteration 13Q (9238.080000 sec): 3 clusters
  Score: Raw -1760354.284045 + Penalty 3192.909237 = -1757161.374808
  nChanged 459
		SP:Iteration 14Q (9238.120000 sec): 3 clusters
  Score: Raw -1760591.130197 + Penalty 3192.909237 = -1757398.220960
  nChanged 351
		SP:Iteration 15Q (9238.160000 sec): 3 clusters
  Score: Raw -1760761.997060 + Penalty 3192.909237 = -1757569.087823
  nChanged 265
		SP:Iteration 16Q (9238.200000 sec): 3 clusters
  Score: Raw -1760881.181775 + Penalty 3192.909237 = -1757688.272538
  nChanged 236
		SP:Iteration 17Q (9238.240000 sec): 3 clusters
  Score: Raw -1760974.419783 + Penalty 3192.909237 = -1757781.510546
  nChanged 185
		SP:Iteration 18Q (9238.280000 sec): 3 clusters
  Score: Raw -1761038.144042 + Penalty 3192.909237 = -1757845.234805
  nChanged 156
		SP:Iteration 19Q (9238.320000 sec): 3 clusters
  Score: Raw -1761089.440456 + Penalty 3192.909237 = -1757896.531219
  nChanged 153
		SP:Iteration 20F (9238.370000 sec): 3 clusters
  Score: Raw -1761134.468598 + Penalty 3192.909237 = -1757941.559361
  nChanged 125
		SP:Iteration 21Q (9238.400000 sec): 3 clusters
  Score: Raw -1761167.442033 + Penalty 3192.909237 = -1757974.532796
  nChanged 105
		SP:Iteration 22Q (9238.440000 sec): 3 clusters
  Score: Raw -1761193.222766 + Penalty 3192.909237 = -1758000.313529
  nChanged 95
		SP:Iteration 23Q (9238.480000 sec): 3 clusters
  Score: Raw -1761217.248571 + Penalty 3192.909237 = -1758024.339334
  nChanged 92
		SP:Iteration 24Q (9238.520000 sec): 3 clusters
  Score: Raw -1761243.793680 + Penalty 3192.909237 = -1758050.884443
  nChanged 90
		SP:Iteration 25Q (9238.560000 sec): 3 clusters
  Score: Raw -1761271.698888 + Penalty 3192.909237 = -1758078.789651
  nChanged 96
		SP:Iteration 26Q (9238.590000 sec): 3 clusters
  Score: Raw -1761312.721727 + Penalty 3192.909237 = -1758119.812490
  nChanged 99
		SP:Iteration 27Q (9238.630000 sec): 3 clusters
  Score: Raw -1761360.683682 + Penalty 3192.909237 = -1758167.774445
  nChanged 99
		SP:Iteration 28Q (9238.660000 sec): 3 clusters
  Score: Raw -1761423.571094 + Penalty 3192.909237 = -1758230.661857
  nChanged 106
		SP:Iteration 29Q (9238.700000 sec): 3 clusters
  Score: Raw -1761488.048938 + Penalty 3192.909237 = -1758295.139701
  nChanged 106
		SP:Iteration 30Q (9238.740000 sec): 3 clusters
  Score: Raw -1761543.392944 + Penalty 3192.909237 = -1758350.483707
  nChanged 86
		SP:Iteration 31Q (9238.770000 sec): 3 clusters
  Score: Raw -1761574.893848 + Penalty 3192.909237 = -1758381.984611
  nChanged 50
		SP:Iteration 32Q (9238.810000 sec): 3 clusters
  Score: Raw -1761591.825290 + Penalty 3192.909237 = -1758398.916053
  nChanged 48
		SP:Iteration 33Q (9238.840000 sec): 3 clusters
  Score: Raw -1761608.520888 + Penalty 3192.909237 = -1758415.611650
  nChanged 52
		SP:Iteration 34Q (9238.880000 sec): 3 clusters
  Score: Raw -1761621.207088 + Penalty 3192.909237 = -1758428.297851
  nChanged 35
		SP:Iteration 35Q (9238.910000 sec): 3 clusters
  Score: Raw -1761627.602934 + Penalty 3192.909237 = -1758434.693697
  nChanged 23
		SP:Iteration 36Q (9238.950000 sec): 3 clusters
  Score: Raw -1761633.071932 + Penalty 3192.909237 = -1758440.162695
  nChanged 15
		SP:Iteration 37Q (9238.980000 sec): 3 clusters
  Score: Raw -1761636.818445 + Penalty 3192.909237 = -1758443.909208
  nChanged 19
		SP:Iteration 38Q (9239.020000 sec): 3 clusters
  Score: Raw -1761640.372637 + Penalty 3192.909237 = -1758447.463399
  nChanged 17
		SP:Iteration 39Q (9239.050000 sec): 3 clusters
  Score: Raw -1761642.492449 + Penalty 3192.909237 = -1758449.583212
  nChanged 7
		SP:Iteration 40F (9239.100000 sec): 3 clusters
  Score: Raw -1761643.945006 + Penalty 3192.909237 = -1758451.035769
  nChanged 8
		SP:Iteration 41Q (9239.130000 sec): 3 clusters
  Score: Raw -1761645.556058 + Penalty 3192.909237 = -1758452.646821
  nChanged 8
		SP:Iteration 42Q (9239.160000 sec): 3 clusters
  Score: Raw -1761646.599263 + Penalty 3192.909237 = -1758453.690026
  nChanged 6
		SP:Iteration 43Q (9239.200000 sec): 3 clusters
  Score: Raw -1761647.358487 + Penalty 3192.909237 = -1758454.449250
  nChanged 4
		SP:Iteration 44Q (9239.240000 sec): 3 clusters
  Score: Raw -1761647.845175 + Penalty 3192.909237 = -1758454.935938
  nChanged 3
		SP:Iteration 45Q (9239.270000 sec): 3 clusters
  Score: Raw -1761648.401949 + Penalty 3192.909237 = -1758455.492712
  nChanged 4
		SP:Iteration 46Q (9239.300000 sec): 3 clusters
  Score: Raw -1761649.175266 + Penalty 3192.909237 = -1758456.266028
  nChanged 3
		SP:Iteration 47Q (9239.340000 sec): 3 clusters
  Score: Raw -1761649.588778 + Penalty 3192.909237 = -1758456.679541
  nChanged 0
		SP:Iteration 48F (9239.380000 sec): 3 clusters
  Score: Raw -1761649.588778 + Penalty 3192.909237 = -1758456.679541
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9239.420000 sec): 2 clusters
  Score: Raw -1220656.479358 + Penalty 1524.373179 = -1219132.106179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9239.440000 sec): 3 clusters
  Score: Raw -1213875.238422 + Penalty 3048.746358 = -1210826.492064
  nChanged 5233
		SP:Iteration 1F (9239.470000 sec): 3 clusters
  Score: Raw -1216744.276971 + Penalty 3048.746358 = -1213695.530613
  nChanged 733
		SP:Iteration 2F (9239.500000 sec): 3 clusters
  Score: Raw -1217111.188490 + Penalty 3048.746358 = -1214062.442132
  nChanged 657
		SP:Iteration 3F (9239.520000 sec): 3 clusters
  Score: Raw -1217463.735596 + Penalty 3048.746358 = -1214414.989238
  nChanged 686
		SP:Iteration 4F (9239.550000 sec): 3 clusters
  Score: Raw -1217893.263987 + Penalty 3048.746358 = -1214844.517629
  nChanged 729
		SP:Iteration 5F (9239.580000 sec): 3 clusters
  Score: Raw -1218419.705522 + Penalty 3048.746358 = -1215370.959164
  nChanged 742
		SP:Iteration 6F (9239.610000 sec): 3 clusters
  Score: Raw -1218988.683857 + Penalty 3048.746358 = -1215939.937499
  nChanged 733
		SP:Iteration 7F (9239.640000 sec): 3 clusters
  Score: Raw -1219569.082075 + Penalty 3048.746358 = -1216520.335717
  nChanged 654
		SP:Iteration 8F (9239.660000 sec): 3 clusters
  Score: Raw -1220098.263795 + Penalty 3048.746358 = -1217049.517437
  nChanged 510
		SP:Iteration 9Q (9239.690000 sec): 3 clusters
  Score: Raw -1220526.637296 + Penalty 3048.746358 = -1217477.890938
  nChanged 398
		SP:Iteration 10Q (9239.720000 sec): 3 clusters
  Score: Raw -1220901.195846 + Penalty 3048.746358 = -1217852.449488
  nChanged 294
		SP:Iteration 11Q (9239.740000 sec): 3 clusters
  Score: Raw -1221147.062720 + Penalty 3048.746358 = -1218098.316362
  nChanged 185
		SP:Iteration 12Q (9239.760000 sec): 3 clusters
  Score: Raw -1221274.164575 + Penalty 3048.746358 = -1218225.418217
  nChanged 153
		SP:Iteration 13Q (9239.790000 sec): 3 clusters
  Score: Raw -1221366.942169 + Penalty 3048.746358 = -1218318.195811
  nChanged 121
		SP:Iteration 14Q (9239.810000 sec): 3 clusters
  Score: Raw -1221424.775115 + Penalty 3048.746358 = -1218376.028757
  nChanged 86
		SP:Iteration 15Q (9239.840000 sec): 3 clusters
  Score: Raw -1221464.864322 + Penalty 3048.746358 = -1218416.117964
  nChanged 66
		SP:Iteration 16Q (9239.860000 sec): 3 clusters
  Score: Raw -1221491.731010 + Penalty 3048.746358 = -1218442.984652
  nChanged 60
		SP:Iteration 17Q (9239.880000 sec): 3 clusters
  Score: Raw -1221514.470218 + Penalty 3048.746358 = -1218465.723860
  nChanged 50
		SP:Iteration 18Q (9239.900000 sec): 3 clusters
  Score: Raw -1221529.145026 + Penalty 3048.746358 = -1218480.398668
  nChanged 39
		SP:Iteration 19Q (9239.920000 sec): 3 clusters
  Score: Raw -1221539.437704 + Penalty 3048.746358 = -1218490.691346
  nChanged 23
		SP:Iteration 20F (9239.950000 sec): 3 clusters
  Score: Raw -1221544.270273 + Penalty 3048.746358 = -1218495.523915
  nChanged 12
		SP:Iteration 21Q (9239.980000 sec): 3 clusters
  Score: Raw -1221546.895359 + Penalty 3048.746358 = -1218498.149001
  nChanged 14
		SP:Iteration 22Q (9240.000000 sec): 3 clusters
  Score: Raw -1221549.350106 + Penalty 3048.746358 = -1218500.603748
  nChanged 12
		SP:Iteration 23Q (9240.020000 sec): 3 clusters
  Score: Raw -1221551.014453 + Penalty 3048.746358 = -1218502.268095
  nChanged 4
		SP:Iteration 24Q (9240.040000 sec): 3 clusters
  Score: Raw -1221551.811991 + Penalty 3048.746358 = -1218503.065633
  nChanged 5
		SP:Iteration 25Q (9240.060000 sec): 3 clusters
  Score: Raw -1221552.629111 + Penalty 3048.746358 = -1218503.882753
  nChanged 5
		SP:Iteration 26Q (9240.080000 sec): 3 clusters
  Score: Raw -1221553.152082 + Penalty 3048.746358 = -1218504.405724
  nChanged 1
		SP:Iteration 27Q (9240.100000 sec): 3 clusters
  Score: Raw -1221553.247045 + Penalty 3048.746358 = -1218504.500688
  nChanged 0
		SP:Iteration 28F (9240.130000 sec): 3 clusters
  Score: Raw -1221553.247045 + Penalty 3048.746358 = -1218504.500688
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9240.140000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9240.150000 sec): 3 clusters
  Score: Raw -146953.309351 + Penalty 2377.662139 = -144575.647212
  nChanged 475
		SP:Iteration 1F (9240.150000 sec): 3 clusters
  Score: Raw -147330.877822 + Penalty 2377.662139 = -144953.215683
  nChanged 133
		SP:Iteration 2F (9240.160000 sec): 3 clusters
  Score: Raw -147504.368943 + Penalty 2377.662139 = -145126.706804
  nChanged 86
		SP:Iteration 3F (9240.160000 sec): 3 clusters
  Score: Raw -147597.549282 + Penalty 2377.662139 = -145219.887143
  nChanged 71
		SP:Iteration 4Q (9240.160000 sec): 3 clusters
  Score: Raw -147674.324606 + Penalty 2377.662139 = -145296.662467
  nChanged 61
		SP:Iteration 5Q (9240.160000 sec): 3 clusters
  Score: Raw -147728.936680 + Penalty 2377.662139 = -145351.274541
  nChanged 45
		SP:Iteration 6Q (9240.170000 sec): 3 clusters
  Score: Raw -147760.207011 + Penalty 2377.662139 = -145382.544872
  nChanged 36
		SP:Iteration 7Q (9240.170000 sec): 3 clusters
  Score: Raw -147788.969456 + Penalty 2377.662139 = -145411.307317
  nChanged 22
		SP:Iteration 8Q (9240.180000 sec): 3 clusters
  Score: Raw -147805.915385 + Penalty 2377.662139 = -145428.253246
  nChanged 22
		SP:Iteration 9Q (9240.180000 sec): 3 clusters
  Score: Raw -147826.168013 + Penalty 2377.662139 = -145448.505874
  nChanged 22
		SP:Iteration 10Q (9240.180000 sec): 3 clusters
  Score: Raw -147849.154493 + Penalty 2377.662139 = -145471.492354
  nChanged 30
		SP:Iteration 11Q (9240.180000 sec): 3 clusters
  Score: Raw -147886.186473 + Penalty 2377.662139 = -145508.524334
  nChanged 28
		SP:Iteration 12Q (9240.190000 sec): 3 clusters
  Score: Raw -147942.774632 + Penalty 2377.662139 = -145565.112493
  nChanged 35
		SP:Iteration 13Q (9240.190000 sec): 3 clusters
  Score: Raw -147987.855543 + Penalty 2377.662139 = -145610.193404
  nChanged 29
		SP:Iteration 14Q (9240.200000 sec): 3 clusters
  Score: Raw -148014.138299 + Penalty 2377.662139 = -145636.476160
  nChanged 24
		SP:Iteration 15Q (9240.200000 sec): 3 clusters
  Score: Raw -148034.748729 + Penalty 2377.662139 = -145657.086590
  nChanged 17
		SP:Iteration 16Q (9240.200000 sec): 3 clusters
  Score: Raw -148053.047690 + Penalty 2377.662139 = -145675.385551
  nChanged 21
		SP:Iteration 17Q (9240.200000 sec): 3 clusters
  Score: Raw -148073.677293 + Penalty 2377.662139 = -145696.015154
  nChanged 20
		SP:Iteration 18Q (9240.210000 sec): 3 clusters
  Score: Raw -148089.013958 + Penalty 2377.662139 = -145711.351819
  nChanged 12
		SP:Iteration 19Q (9240.210000 sec): 3 clusters
  Score: Raw -148098.254660 + Penalty 2377.662139 = -145720.592521
  nChanged 8
		SP:Iteration 20F (9240.210000 sec): 3 clusters
  Score: Raw -148105.517267 + Penalty 2377.662139 = -145727.855128
  nChanged 6
		SP:Iteration 21Q (9240.220000 sec): 3 clusters
  Score: Raw -148108.958026 + Penalty 2377.662139 = -145731.295887
  nChanged 3
		SP:Iteration 22Q (9240.220000 sec): 3 clusters
  Score: Raw -148111.231319 + Penalty 2377.662139 = -145733.569180
  nChanged 5
		SP:Iteration 23Q (9240.220000 sec): 3 clusters
  Score: Raw -148115.401236 + Penalty 2377.662139 = -145737.739097
  nChanged 3
		SP:Iteration 24Q (9240.230000 sec): 3 clusters
  Score: Raw -148117.590766 + Penalty 2377.662139 = -145739.928627
  nChanged 1
		SP:Iteration 25Q (9240.230000 sec): 3 clusters
  Score: Raw -148118.360554 + Penalty 2377.662139 = -145740.698415
  nChanged 3
		SP:Iteration 26Q (9240.230000 sec): 3 clusters
  Score: Raw -148120.211748 + Penalty 2377.662139 = -145742.549609
  nChanged 1
		SP:Iteration 27Q (9240.240000 sec): 3 clusters
  Score: Raw -148120.803470 + Penalty 2377.662139 = -145743.141331
  nChanged 0
		SP:Iteration 28F (9240.240000 sec): 3 clusters
  Score: Raw -148120.803470 + Penalty 2377.662139 = -145743.141331
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9240.250000 sec): 2 clusters
  Score: Raw -223226.125873 + Penalty 1272.314938 = -221953.810935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9240.260000 sec): 3 clusters
  Score: Raw -222113.252747 + Penalty 2544.629876 = -219568.622871
  nChanged 950
		SP:Iteration 1F (9240.260000 sec): 3 clusters
  Score: Raw -222902.125799 + Penalty 2544.629876 = -220357.495923
  nChanged 280
		SP:Iteration 2F (9240.260000 sec): 3 clusters
  Score: Raw -223287.067785 + Penalty 2544.629876 = -220742.437908
  nChanged 222
		SP:Iteration 3F (9240.270000 sec): 3 clusters
  Score: Raw -223581.078979 + Penalty 2544.629876 = -221036.449103
  nChanged 182
		SP:Iteration 4F (9240.280000 sec): 3 clusters
  Score: Raw -223753.059280 + Penalty 2544.629876 = -221208.429404
  nChanged 106
		SP:Iteration 5Q (9240.280000 sec): 3 clusters
  Score: Raw -223833.360282 + Penalty 2544.629876 = -221288.730406
  nChanged 77
		SP:Iteration 6Q (9240.290000 sec): 3 clusters
  Score: Raw -223893.678394 + Penalty 2544.629876 = -221349.048518
  nChanged 55
		SP:Iteration 7Q (9240.290000 sec): 3 clusters
  Score: Raw -223950.053288 + Penalty 2544.629876 = -221405.423412
  nChanged 63
		SP:Iteration 8Q (9240.300000 sec): 3 clusters
  Score: Raw -223999.958709 + Penalty 2544.629876 = -221455.328832
  nChanged 47
		SP:Iteration 9Q (9240.300000 sec): 3 clusters
  Score: Raw -224034.700881 + Penalty 2544.629876 = -221490.071005
  nChanged 30
		SP:Iteration 10Q (9240.310000 sec): 3 clusters
  Score: Raw -224056.763541 + Penalty 2544.629876 = -221512.133665
  nChanged 32
		SP:Iteration 11Q (9240.320000 sec): 3 clusters
  Score: Raw -224080.527764 + Penalty 2544.629876 = -221535.897888
  nChanged 21
		SP:Iteration 12Q (9240.320000 sec): 3 clusters
  Score: Raw -224099.212468 + Penalty 2544.629876 = -221554.582591
  nChanged 28
		SP:Iteration 13Q (9240.330000 sec): 3 clusters
  Score: Raw -224138.631990 + Penalty 2544.629876 = -221594.002114
  nChanged 32
		SP:Iteration 14Q (9240.330000 sec): 3 clusters
  Score: Raw -224195.614801 + Penalty 2544.629876 = -221650.984924
  nChanged 46
		SP:Iteration 15Q (9240.340000 sec): 3 clusters
  Score: Raw -224266.490939 + Penalty 2544.629876 = -221721.861063
  nChanged 55
		SP:Iteration 16Q (9240.340000 sec): 3 clusters
  Score: Raw -224335.264218 + Penalty 2544.629876 = -221790.634342
  nChanged 59
		SP:Iteration 17Q (9240.350000 sec): 3 clusters
  Score: Raw -224380.279583 + Penalty 2544.629876 = -221835.649707
  nChanged 27
		SP:Iteration 18Q (9240.350000 sec): 3 clusters
  Score: Raw -224392.114293 + Penalty 2544.629876 = -221847.484416
  nChanged 15
		SP:Iteration 19Q (9240.360000 sec): 3 clusters
  Score: Raw -224400.992648 + Penalty 2544.629876 = -221856.362772
  nChanged 11
		SP:Iteration 20F (9240.360000 sec): 3 clusters
  Score: Raw -224406.858376 + Penalty 2544.629876 = -221862.228500
  nChanged 7
		SP:Iteration 21Q (9240.370000 sec): 3 clusters
  Score: Raw -224408.665459 + Penalty 2544.629876 = -221864.035583
  nChanged 3
		SP:Iteration 22Q (9240.380000 sec): 3 clusters
  Score: Raw -224410.107976 + Penalty 2544.629876 = -221865.478100
  nChanged 2
		SP:Iteration 23Q (9240.380000 sec): 3 clusters
  Score: Raw -224410.644607 + Penalty 2544.629876 = -221866.014731
  nChanged 0
		SP:Iteration 24F (9240.390000 sec): 3 clusters
  Score: Raw -224410.644607 + Penalty 2544.629876 = -221866.014731
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9240.400000 sec): 2 clusters
  Score: Raw -636527.862954 + Penalty 1426.327709 = -635101.535245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9240.420000 sec): 3 clusters
  Score: Raw -633018.091319 + Penalty 2852.655418 = -630165.435901
  nChanged 2713
		SP:Iteration 1F (9240.440000 sec): 3 clusters
  Score: Raw -634453.987235 + Penalty 2852.655418 = -631601.331816
  nChanged 400
		SP:Iteration 2F (9240.450000 sec): 3 clusters
  Score: Raw -634641.704099 + Penalty 2852.655418 = -631789.048680
  nChanged 316
		SP:Iteration 3Q (9240.460000 sec): 3 clusters
  Score: Raw -634771.790997 + Penalty 2852.655418 = -631919.135579
  nChanged 246
		SP:Iteration 4Q (9240.480000 sec): 3 clusters
  Score: Raw -634875.295994 + Penalty 2852.655418 = -632022.640575
  nChanged 218
		SP:Iteration 5Q (9240.500000 sec): 3 clusters
  Score: Raw -634967.961393 + Penalty 2852.655418 = -632115.305975
  nChanged 189
		SP:Iteration 6Q (9240.510000 sec): 3 clusters
  Score: Raw -635040.734470 + Penalty 2852.655418 = -632188.079052
  nChanged 163
		SP:Iteration 7Q (9240.520000 sec): 3 clusters
  Score: Raw -635103.808698 + Penalty 2852.655418 = -632251.153280
  nChanged 152
		SP:Iteration 8Q (9240.540000 sec): 3 clusters
  Score: Raw -635166.667448 + Penalty 2852.655418 = -632314.012030
  nChanged 152
		SP:Iteration 9Q (9240.550000 sec): 3 clusters
  Score: Raw -635233.224173 + Penalty 2852.655418 = -632380.568755
  nChanged 150
		SP:Iteration 10Q (9240.570000 sec): 3 clusters
  Score: Raw -635302.632854 + Penalty 2852.655418 = -632449.977436
  nChanged 161
		SP:Iteration 11Q (9240.580000 sec): 3 clusters
  Score: Raw -635373.438079 + Penalty 2852.655418 = -632520.782660
  nChanged 147
		SP:Iteration 12Q (9240.600000 sec): 3 clusters
  Score: Raw -635447.824370 + Penalty 2852.655418 = -632595.168952
  nChanged 173
		SP:Iteration 13Q (9240.610000 sec): 3 clusters
  Score: Raw -635542.293437 + Penalty 2852.655418 = -632689.638018
  nChanged 178
		SP:Iteration 14Q (9240.630000 sec): 3 clusters
  Score: Raw -635649.075133 + Penalty 2852.655418 = -632796.419715
  nChanged 185
		SP:Iteration 15Q (9240.640000 sec): 3 clusters
  Score: Raw -635771.223713 + Penalty 2852.655418 = -632918.568294
  nChanged 193
		SP:Iteration 16Q (9240.660000 sec): 3 clusters
  Score: Raw -635885.596313 + Penalty 2852.655418 = -633032.940895
  nChanged 187
		SP:Iteration 17Q (9240.670000 sec): 3 clusters
  Score: Raw -635996.471171 + Penalty 2852.655418 = -633143.815752
  nChanged 175
		SP:Iteration 18Q (9240.680000 sec): 3 clusters
  Score: Raw -636109.417079 + Penalty 2852.655418 = -633256.761661
  nChanged 164
		SP:Iteration 19Q (9240.700000 sec): 3 clusters
  Score: Raw -636216.713216 + Penalty 2852.655418 = -633364.057798
  nChanged 141
		SP:Iteration 20F (9240.710000 sec): 3 clusters
  Score: Raw -636295.039836 + Penalty 2852.655418 = -633442.384417
  nChanged 118
		SP:Iteration 21Q (9240.720000 sec): 3 clusters
  Score: Raw -636357.907029 + Penalty 2852.655418 = -633505.251611
  nChanged 108
		SP:Iteration 22Q (9240.740000 sec): 3 clusters
  Score: Raw -636412.055556 + Penalty 2852.655418 = -633559.400138
  nChanged 88
		SP:Iteration 23Q (9240.750000 sec): 3 clusters
  Score: Raw -636456.815393 + Penalty 2852.655418 = -633604.159975
  nChanged 81
		SP:Iteration 24Q (9240.760000 sec): 3 clusters
  Score: Raw -636495.676294 + Penalty 2852.655418 = -633643.020876
  nChanged 69
		SP:Iteration 25Q (9240.780000 sec): 3 clusters
  Score: Raw -636528.691336 + Penalty 2852.655418 = -633676.035918
  nChanged 67
		SP:Iteration 26Q (9240.790000 sec): 3 clusters
  Score: Raw -636558.536828 + Penalty 2852.655418 = -633705.881410
  nChanged 56
		SP:Iteration 27Q (9240.800000 sec): 3 clusters
  Score: Raw -636589.373183 + Penalty 2852.655418 = -633736.717765
  nChanged 49
		SP:Iteration 28Q (9240.810000 sec): 3 clusters
  Score: Raw -636612.553520 + Penalty 2852.655418 = -633759.898102
  nChanged 38
		SP:Iteration 29Q (9240.820000 sec): 3 clusters
  Score: Raw -636631.330110 + Penalty 2852.655418 = -633778.674691
  nChanged 30
		SP:Iteration 30Q (9240.840000 sec): 3 clusters
  Score: Raw -636646.490003 + Penalty 2852.655418 = -633793.834585
  nChanged 34
		SP:Iteration 31Q (9240.850000 sec): 3 clusters
  Score: Raw -636660.519208 + Penalty 2852.655418 = -633807.863790
  nChanged 23
		SP:Iteration 32Q (9240.860000 sec): 3 clusters
  Score: Raw -636673.450032 + Penalty 2852.655418 = -633820.794614
  nChanged 27
		SP:Iteration 33Q (9240.870000 sec): 3 clusters
  Score: Raw -636689.521027 + Penalty 2852.655418 = -633836.865609
  nChanged 30
		SP:Iteration 34Q (9240.880000 sec): 3 clusters
  Score: Raw -636704.909353 + Penalty 2852.655418 = -633852.253935
  nChanged 28
		SP:Iteration 35Q (9240.900000 sec): 3 clusters
  Score: Raw -636715.900415 + Penalty 2852.655418 = -633863.244997
  nChanged 24
		SP:Iteration 36Q (9240.910000 sec): 3 clusters
  Score: Raw -636724.719795 + Penalty 2852.655418 = -633872.064376
  nChanged 20
		SP:Iteration 37Q (9240.920000 sec): 3 clusters
  Score: Raw -636732.131137 + Penalty 2852.655418 = -633879.475719
  nChanged 15
		SP:Iteration 38Q (9240.930000 sec): 3 clusters
  Score: Raw -636739.973370 + Penalty 2852.655418 = -633887.317952
  nChanged 15
		SP:Iteration 39Q (9240.940000 sec): 3 clusters
  Score: Raw -636747.376775 + Penalty 2852.655418 = -633894.721357
  nChanged 10
		SP:Iteration 40F (9240.960000 sec): 3 clusters
  Score: Raw -636753.349613 + Penalty 2852.655418 = -633900.694194
  nChanged 9
		SP:Iteration 41Q (9240.970000 sec): 3 clusters
  Score: Raw -636758.403986 + Penalty 2852.655418 = -633905.748567
  nChanged 10
		SP:Iteration 42Q (9240.980000 sec): 3 clusters
  Score: Raw -636763.389243 + Penalty 2852.655418 = -633910.733825
  nChanged 7
		SP:Iteration 43Q (9241.000000 sec): 3 clusters
  Score: Raw -636766.449945 + Penalty 2852.655418 = -633913.794527
  nChanged 11
		SP:Iteration 44Q (9241.010000 sec): 3 clusters
  Score: Raw -636772.396387 + Penalty 2852.655418 = -633919.740969
  nChanged 9
		SP:Iteration 45Q (9241.020000 sec): 3 clusters
  Score: Raw -636776.515723 + Penalty 2852.655418 = -633923.860305
  nChanged 9
		SP:Iteration 46Q (9241.030000 sec): 3 clusters
  Score: Raw -636781.524872 + Penalty 2852.655418 = -633928.869454
  nChanged 9
		SP:Iteration 47Q (9241.040000 sec): 3 clusters
  Score: Raw -636785.542126 + Penalty 2852.655418 = -633932.886708
  nChanged 6
		SP:Iteration 48Q (9241.050000 sec): 3 clusters
  Score: Raw -636788.365165 + Penalty 2852.655418 = -633935.709747
  nChanged 3
		SP:Iteration 49Q (9241.060000 sec): 3 clusters
  Score: Raw -636791.156568 + Penalty 2852.655418 = -633938.501149
  nChanged 6
		SP:Iteration 50Q (9241.080000 sec): 3 clusters
  Score: Raw -636794.420557 + Penalty 2852.655418 = -633941.765138
  nChanged 4
		SP:Iteration 51Q (9241.090000 sec): 3 clusters
  Score: Raw -636796.652130 + Penalty 2852.655418 = -633943.996712
  nChanged 1
		SP:Iteration 52Q (9241.100000 sec): 3 clusters
  Score: Raw -636797.019525 + Penalty 2852.655418 = -633944.364107
  nChanged 2
		SP:Iteration 53Q (9241.110000 sec): 3 clusters
  Score: Raw -636797.490210 + Penalty 2852.655418 = -633944.834792
  nChanged 0
		SP:Iteration 54F (9241.120000 sec): 3 clusters
  Score: Raw -636797.490210 + Penalty 2852.655418 = -633944.834792
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9241.140000 sec): 2 clusters
  Score: Raw -418724.785638 + Penalty 1357.978321 = -417366.807317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9241.150000 sec): 3 clusters
  Score: Raw -416636.206641 + Penalty 2715.956643 = -413920.249999
  nChanged 1675
		SP:Iteration 1F (9241.160000 sec): 3 clusters
  Score: Raw -417528.498616 + Penalty 2715.956643 = -414812.541973
  nChanged 294
		SP:Iteration 2F (9241.170000 sec): 3 clusters
  Score: Raw -417684.670046 + Penalty 2715.956643 = -414968.713403
  nChanged 215
		SP:Iteration 3F (9241.180000 sec): 3 clusters
  Score: Raw -417806.869717 + Penalty 2715.956643 = -415090.913074
  nChanged 196
		SP:Iteration 4Q (9241.190000 sec): 3 clusters
  Score: Raw -417913.989044 + Penalty 2715.956643 = -415198.032401
  nChanged 179
		SP:Iteration 5Q (9241.200000 sec): 3 clusters
  Score: Raw -418014.219300 + Penalty 2715.956643 = -415298.262657
  nChanged 160
		SP:Iteration 6Q (9241.210000 sec): 3 clusters
  Score: Raw -418107.756232 + Penalty 2715.956643 = -415391.799589
  nChanged 166
		SP:Iteration 7Q (9241.220000 sec): 3 clusters
  Score: Raw -418235.899948 + Penalty 2715.956643 = -415519.943305
  nChanged 201
		SP:Iteration 8Q (9241.230000 sec): 3 clusters
  Score: Raw -418422.040807 + Penalty 2715.956643 = -415706.084164
  nChanged 190
		SP:Iteration 9Q (9241.240000 sec): 3 clusters
  Score: Raw -418563.039857 + Penalty 2715.956643 = -415847.083215
  nChanged 146
		SP:Iteration 10Q (9241.240000 sec): 3 clusters
  Score: Raw -418669.761025 + Penalty 2715.956643 = -415953.804382
  nChanged 115
		SP:Iteration 11Q (9241.260000 sec): 3 clusters
  Score: Raw -418756.230849 + Penalty 2715.956643 = -416040.274206
  nChanged 111
		SP:Iteration 12Q (9241.260000 sec): 3 clusters
  Score: Raw -418840.346488 + Penalty 2715.956643 = -416124.389845
  nChanged 76
		SP:Iteration 13Q (9241.270000 sec): 3 clusters
  Score: Raw -418895.757010 + Penalty 2715.956643 = -416179.800367
  nChanged 59
		SP:Iteration 14Q (9241.280000 sec): 3 clusters
  Score: Raw -418939.442213 + Penalty 2715.956643 = -416223.485570
  nChanged 43
		SP:Iteration 15Q (9241.290000 sec): 3 clusters
  Score: Raw -418971.374764 + Penalty 2715.956643 = -416255.418121
  nChanged 36
		SP:Iteration 16Q (9241.300000 sec): 3 clusters
  Score: Raw -418990.935319 + Penalty 2715.956643 = -416274.978676
  nChanged 18
		SP:Iteration 17Q (9241.310000 sec): 3 clusters
  Score: Raw -419000.749550 + Penalty 2715.956643 = -416284.792907
  nChanged 11
		SP:Iteration 18Q (9241.320000 sec): 3 clusters
  Score: Raw -419005.943480 + Penalty 2715.956643 = -416289.986837
  nChanged 6
		SP:Iteration 19Q (9241.330000 sec): 3 clusters
  Score: Raw -419008.445232 + Penalty 2715.956643 = -416292.488589
  nChanged 4
		SP:Iteration 20F (9241.340000 sec): 3 clusters
  Score: Raw -419010.284485 + Penalty 2715.956643 = -416294.327843
  nChanged 3
		SP:Iteration 21Q (9241.340000 sec): 3 clusters
  Score: Raw -419011.027222 + Penalty 2715.956643 = -416295.070579
  nChanged 1
		SP:Iteration 22Q (9241.360000 sec): 3 clusters
  Score: Raw -419011.130664 + Penalty 2715.956643 = -416295.174021
  nChanged 0
		SP:Iteration 23F (9241.360000 sec): 3 clusters
  Score: Raw -419011.130664 + Penalty 2715.956643 = -416295.174021
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9241.380000 sec): 2 clusters
  Score: Raw -278407.455262 + Penalty 1299.565609 = -277107.889654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9241.380000 sec): 3 clusters
  Score: Raw -276978.604099 + Penalty 2599.131217 = -274379.472881
  nChanged 1151
		SP:Iteration 1F (9241.390000 sec): 3 clusters
  Score: Raw -277654.217140 + Penalty 2599.131217 = -275055.085923
  nChanged 255
		SP:Iteration 2F (9241.400000 sec): 3 clusters
  Score: Raw -277818.344470 + Penalty 2599.131217 = -275219.213253
  nChanged 173
		SP:Iteration 3F (9241.400000 sec): 3 clusters
  Score: Raw -277933.007326 + Penalty 2599.131217 = -275333.876108
  nChanged 132
		SP:Iteration 4Q (9241.410000 sec): 3 clusters
  Score: Raw -278002.972730 + Penalty 2599.131217 = -275403.841513
  nChanged 82
		SP:Iteration 5Q (9241.420000 sec): 3 clusters
  Score: Raw -278042.943862 + Penalty 2599.131217 = -275443.812644
  nChanged 74
		SP:Iteration 6Q (9241.420000 sec): 3 clusters
  Score: Raw -278079.909018 + Penalty 2599.131217 = -275480.777800
  nChanged 56
		SP:Iteration 7Q (9241.430000 sec): 3 clusters
  Score: Raw -278108.226231 + Penalty 2599.131217 = -275509.095014
  nChanged 46
		SP:Iteration 8Q (9241.440000 sec): 3 clusters
  Score: Raw -278136.396289 + Penalty 2599.131217 = -275537.265071
  nChanged 51
		SP:Iteration 9Q (9241.440000 sec): 3 clusters
  Score: Raw -278163.237336 + Penalty 2599.131217 = -275564.106118
  nChanged 53
		SP:Iteration 10Q (9241.450000 sec): 3 clusters
  Score: Raw -278196.475105 + Penalty 2599.131217 = -275597.343887
  nChanged 67
		SP:Iteration 11Q (9241.460000 sec): 3 clusters
  Score: Raw -278231.711036 + Penalty 2599.131217 = -275632.579819
  nChanged 56
		SP:Iteration 12Q (9241.460000 sec): 3 clusters
  Score: Raw -278264.937850 + Penalty 2599.131217 = -275665.806633
  nChanged 47
		SP:Iteration 13Q (9241.470000 sec): 3 clusters
  Score: Raw -278289.302092 + Penalty 2599.131217 = -275690.170875
  nChanged 45
		SP:Iteration 14Q (9241.480000 sec): 3 clusters
  Score: Raw -278315.389692 + Penalty 2599.131217 = -275716.258475
  nChanged 57
		SP:Iteration 15Q (9241.480000 sec): 3 clusters
  Score: Raw -278342.144279 + Penalty 2599.131217 = -275743.013061
  nChanged 55
		SP:Iteration 16Q (9241.490000 sec): 3 clusters
  Score: Raw -278364.515807 + Penalty 2599.131217 = -275765.384589
  nChanged 35
		SP:Iteration 17Q (9241.500000 sec): 3 clusters
  Score: Raw -278376.880080 + Penalty 2599.131217 = -275777.748862
  nChanged 22
		SP:Iteration 18Q (9241.500000 sec): 3 clusters
  Score: Raw -278384.567959 + Penalty 2599.131217 = -275785.436741
  nChanged 30
		SP:Iteration 19Q (9241.510000 sec): 3 clusters
  Score: Raw -278398.328322 + Penalty 2599.131217 = -275799.197104
  nChanged 25
		SP:Iteration 20F (9241.520000 sec): 3 clusters
  Score: Raw -278410.270108 + Penalty 2599.131217 = -275811.138890
  nChanged 24
		SP:Iteration 21Q (9241.520000 sec): 3 clusters
  Score: Raw -278417.972979 + Penalty 2599.131217 = -275818.841762
  nChanged 15
		SP:Iteration 22Q (9241.530000 sec): 3 clusters
  Score: Raw -278422.783216 + Penalty 2599.131217 = -275823.651999
  nChanged 18
		SP:Iteration 23Q (9241.540000 sec): 3 clusters
  Score: Raw -278428.862266 + Penalty 2599.131217 = -275829.731048
  nChanged 19
		SP:Iteration 24Q (9241.540000 sec): 3 clusters
  Score: Raw -278436.063254 + Penalty 2599.131217 = -275836.932037
  nChanged 21
		SP:Iteration 25Q (9241.550000 sec): 3 clusters
  Score: Raw -278443.151541 + Penalty 2599.131217 = -275844.020323
  nChanged 14
		SP:Iteration 26Q (9241.560000 sec): 3 clusters
  Score: Raw -278448.837087 + Penalty 2599.131217 = -275849.705870
  nChanged 16
		SP:Iteration 27Q (9241.560000 sec): 3 clusters
  Score: Raw -278454.002105 + Penalty 2599.131217 = -275854.870888
  nChanged 14
		SP:Iteration 28Q (9241.570000 sec): 3 clusters
  Score: Raw -278459.397046 + Penalty 2599.131217 = -275860.265829
  nChanged 17
		SP:Iteration 29Q (9241.580000 sec): 3 clusters
  Score: Raw -278465.080384 + Penalty 2599.131217 = -275865.949167
  nChanged 14
		SP:Iteration 30Q (9241.580000 sec): 3 clusters
  Score: Raw -278470.289786 + Penalty 2599.131217 = -275871.158569
  nChanged 11
		SP:Iteration 31Q (9241.590000 sec): 3 clusters
  Score: Raw -278472.814652 + Penalty 2599.131217 = -275873.683435
  nChanged 9
		SP:Iteration 32Q (9241.600000 sec): 3 clusters
  Score: Raw -278477.075649 + Penalty 2599.131217 = -275877.944431
  nChanged 11
		SP:Iteration 33Q (9241.600000 sec): 3 clusters
  Score: Raw -278480.926587 + Penalty 2599.131217 = -275881.795369
  nChanged 7
		SP:Iteration 34Q (9241.610000 sec): 3 clusters
  Score: Raw -278482.730430 + Penalty 2599.131217 = -275883.599213
  nChanged 5
		SP:Iteration 35Q (9241.620000 sec): 3 clusters
  Score: Raw -278484.025899 + Penalty 2599.131217 = -275884.894681
  nChanged 3
		SP:Iteration 36Q (9241.620000 sec): 3 clusters
  Score: Raw -278484.369704 + Penalty 2599.131217 = -275885.238486
  nChanged 0
		SP:Iteration 37F (9241.630000 sec): 3 clusters
  Score: Raw -278484.369704 + Penalty 2599.131217 = -275885.238486
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9241.700000 sec): 2 clusters
  Score: Raw -2384104.198730 + Penalty 1630.123447 = -2382474.075283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9241.760000 sec): 3 clusters
  Score: Raw -2370291.693094 + Penalty 3260.246893 = -2367031.446200
  nChanged 10319
		SP:Iteration 1F (9241.810000 sec): 3 clusters
  Score: Raw -2375732.512405 + Penalty 3260.246893 = -2372472.265512
  nChanged 994
		SP:Iteration 2Q (9241.860000 sec): 3 clusters
  Score: Raw -2376062.137583 + Penalty 3260.246893 = -2372801.890690
  nChanged 987
		SP:Iteration 3Q (9241.920000 sec): 3 clusters
  Score: Raw -2376401.745747 + Penalty 3260.246893 = -2373141.498854
  nChanged 994
		SP:Iteration 4Q (9241.980000 sec): 3 clusters
  Score: Raw -2376799.009101 + Penalty 3260.246893 = -2373538.762208
  nChanged 1115
		SP:Iteration 5Q (9242.030000 sec): 3 clusters
  Score: Raw -2377349.633838 + Penalty 3260.246893 = -2374089.386944
  nChanged 1324
		SP:Iteration 6F (9242.090000 sec): 3 clusters
  Score: Raw -2378115.883717 + Penalty 3260.246893 = -2374855.636823
  nChanged 1503
		SP:Iteration 7F (9242.140000 sec): 3 clusters
  Score: Raw -2379145.481185 + Penalty 3260.246893 = -2375885.234292
  nChanged 1563
		SP:Iteration 8F (9242.200000 sec): 3 clusters
  Score: Raw -2380363.555455 + Penalty 3260.246893 = -2377103.308561
  nChanged 1384
		SP:Iteration 9F (9242.250000 sec): 3 clusters
  Score: Raw -2381553.570289 + Penalty 3260.246893 = -2378293.323396
  nChanged 1045
		SP:Iteration 10Q (9242.300000 sec): 3 clusters
  Score: Raw -2382692.701489 + Penalty 3260.246893 = -2379432.454596
  nChanged 798
		SP:Iteration 11Q (9242.360000 sec): 3 clusters
  Score: Raw -2383609.740126 + Penalty 3260.246893 = -2380349.493232
  nChanged 544
		SP:Iteration 12Q (9242.400000 sec): 3 clusters
  Score: Raw -2384084.250685 + Penalty 3260.246893 = -2380824.003792
  nChanged 351
		SP:Iteration 13Q (9242.450000 sec): 3 clusters
  Score: Raw -2384278.133057 + Penalty 3260.246893 = -2381017.886163
  nChanged 221
		SP:Iteration 14Q (9242.500000 sec): 3 clusters
  Score: Raw -2384360.471090 + Penalty 3260.246893 = -2381100.224197
  nChanged 149
		SP:Iteration 15Q (9242.540000 sec): 3 clusters
  Score: Raw -2384407.112907 + Penalty 3260.246893 = -2381146.866014
  nChanged 105
		SP:Iteration 16Q (9242.580000 sec): 3 clusters
  Score: Raw -2384432.461718 + Penalty 3260.246893 = -2381172.214825
  nChanged 76
		SP:Iteration 17Q (9242.630000 sec): 3 clusters
  Score: Raw -2384446.717407 + Penalty 3260.246893 = -2381186.470514
  nChanged 55
		SP:Iteration 18Q (9242.670000 sec): 3 clusters
  Score: Raw -2384456.782416 + Penalty 3260.246893 = -2381196.535523
  nChanged 54
		SP:Iteration 19Q (9242.720000 sec): 3 clusters
  Score: Raw -2384467.815171 + Penalty 3260.246893 = -2381207.568277
  nChanged 61
		SP:Iteration 20F (9242.770000 sec): 3 clusters
  Score: Raw -2384481.236089 + Penalty 3260.246893 = -2381220.989196
  nChanged 51
		SP:Iteration 21Q (9242.820000 sec): 3 clusters
  Score: Raw -2384492.115972 + Penalty 3260.246893 = -2381231.869079
  nChanged 47
		SP:Iteration 22Q (9242.860000 sec): 3 clusters
  Score: Raw -2384501.074700 + Penalty 3260.246893 = -2381240.827807
  nChanged 38
		SP:Iteration 23Q (9242.900000 sec): 3 clusters
  Score: Raw -2384507.915717 + Penalty 3260.246893 = -2381247.668824
  nChanged 30
		SP:Iteration 24Q (9242.940000 sec): 3 clusters
  Score: Raw -2384512.433860 + Penalty 3260.246893 = -2381252.186967
  nChanged 21
		SP:Iteration 25Q (9242.990000 sec): 3 clusters
  Score: Raw -2384515.025295 + Penalty 3260.246893 = -2381254.778402
  nChanged 14
		SP:Iteration 26Q (9243.030000 sec): 3 clusters
  Score: Raw -2384516.799972 + Penalty 3260.246893 = -2381256.553078
  nChanged 10
		SP:Iteration 27Q (9243.080000 sec): 3 clusters
  Score: Raw -2384517.737143 + Penalty 3260.246893 = -2381257.490250
  nChanged 11
		SP:Iteration 28Q (9243.120000 sec): 3 clusters
  Score: Raw -2384518.979934 + Penalty 3260.246893 = -2381258.733041
  nChanged 10
		SP:Iteration 29Q (9243.160000 sec): 3 clusters
  Score: Raw -2384520.011763 + Penalty 3260.246893 = -2381259.764869
  nChanged 9
		SP:Iteration 30Q (9243.200000 sec): 3 clusters
  Score: Raw -2384521.033671 + Penalty 3260.246893 = -2381260.786778
  nChanged 13
		SP:Iteration 31Q (9243.250000 sec): 3 clusters
  Score: Raw -2384522.363223 + Penalty 3260.246893 = -2381262.116330
  nChanged 13
		SP:Iteration 32Q (9243.290000 sec): 3 clusters
  Score: Raw -2384523.648647 + Penalty 3260.246893 = -2381263.401754
  nChanged 8
		SP:Iteration 33Q (9243.340000 sec): 3 clusters
  Score: Raw -2384524.275900 + Penalty 3260.246893 = -2381264.029007
  nChanged 5
		SP:Iteration 34Q (9243.380000 sec): 3 clusters
  Score: Raw -2384524.678740 + Penalty 3260.246893 = -2381264.431846
  nChanged 9
		SP:Iteration 35Q (9243.420000 sec): 3 clusters
  Score: Raw -2384525.504737 + Penalty 3260.246893 = -2381265.257844
  nChanged 5
		SP:Iteration 36Q (9243.460000 sec): 3 clusters
  Score: Raw -2384526.252171 + Penalty 3260.246893 = -2381266.005277
  nChanged 4
		SP:Iteration 37Q (9243.510000 sec): 3 clusters
  Score: Raw -2384526.833101 + Penalty 3260.246893 = -2381266.586207
  nChanged 3
		SP:Iteration 38Q (9243.550000 sec): 3 clusters
  Score: Raw -2384527.105154 + Penalty 3260.246893 = -2381266.858261
  nChanged 2
		SP:Iteration 39Q (9243.600000 sec): 3 clusters
  Score: Raw -2384527.342901 + Penalty 3260.246893 = -2381267.096007
  nChanged 0
		SP:Iteration 40F (9243.650000 sec): 3 clusters
  Score: Raw -2384527.342901 + Penalty 3260.246893 = -2381267.096007
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9243.670000 sec): 2 clusters
  Score: Raw -155697.035504 + Penalty 1202.501547 = -154494.533958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9243.670000 sec): 3 clusters
  Score: Raw -155025.968675 + Penalty 2405.003093 = -152620.965582
  nChanged 559
		SP:Iteration 1F (9243.680000 sec): 3 clusters
  Score: Raw -155404.775843 + Penalty 2405.003093 = -152999.772750
  nChanged 130
		SP:Iteration 2F (9243.680000 sec): 3 clusters
  Score: Raw -155533.164616 + Penalty 2405.003093 = -153128.161523
  nChanged 110
		SP:Iteration 3F (9243.680000 sec): 3 clusters
  Score: Raw -155674.812499 + Penalty 2405.003093 = -153269.809406
  nChanged 87
		SP:Iteration 4F (9243.690000 sec): 3 clusters
  Score: Raw -155785.680127 + Penalty 2405.003093 = -153380.677033
  nChanged 56
		SP:Iteration 5Q (9243.690000 sec): 3 clusters
  Score: Raw -155832.364499 + Penalty 2405.003093 = -153427.361406
  nChanged 48
		SP:Iteration 6Q (9243.700000 sec): 3 clusters
  Score: Raw -155870.289674 + Penalty 2405.003093 = -153465.286581
  nChanged 33
		SP:Iteration 7Q (9243.700000 sec): 3 clusters
  Score: Raw -155897.409167 + Penalty 2405.003093 = -153492.406074
  nChanged 36
		SP:Iteration 8Q (9243.700000 sec): 3 clusters
  Score: Raw -155919.841906 + Penalty 2405.003093 = -153514.838813
  nChanged 27
		SP:Iteration 9Q (9243.710000 sec): 3 clusters
  Score: Raw -155942.208615 + Penalty 2405.003093 = -153537.205521
  nChanged 30
		SP:Iteration 10Q (9243.710000 sec): 3 clusters
  Score: Raw -155967.064875 + Penalty 2405.003093 = -153562.061782
  nChanged 26
		SP:Iteration 11Q (9243.710000 sec): 3 clusters
  Score: Raw -155986.321201 + Penalty 2405.003093 = -153581.318108
  nChanged 30
		SP:Iteration 12Q (9243.720000 sec): 3 clusters
  Score: Raw -156004.231015 + Penalty 2405.003093 = -153599.227922
  nChanged 23
		SP:Iteration 13Q (9243.720000 sec): 3 clusters
  Score: Raw -156021.760071 + Penalty 2405.003093 = -153616.756977
  nChanged 23
		SP:Iteration 14Q (9243.720000 sec): 3 clusters
  Score: Raw -156039.064710 + Penalty 2405.003093 = -153634.061616
  nChanged 17
		SP:Iteration 15Q (9243.730000 sec): 3 clusters
  Score: Raw -156048.637460 + Penalty 2405.003093 = -153643.634367
  nChanged 13
		SP:Iteration 16Q (9243.730000 sec): 3 clusters
  Score: Raw -156056.214936 + Penalty 2405.003093 = -153651.211843
  nChanged 13
		SP:Iteration 17Q (9243.740000 sec): 3 clusters
  Score: Raw -156065.501791 + Penalty 2405.003093 = -153660.498698
  nChanged 16
		SP:Iteration 18Q (9243.740000 sec): 3 clusters
  Score: Raw -156073.763834 + Penalty 2405.003093 = -153668.760741
  nChanged 11
		SP:Iteration 19Q (9243.740000 sec): 3 clusters
  Score: Raw -156080.737817 + Penalty 2405.003093 = -153675.734724
  nChanged 12
		SP:Iteration 20F (9243.740000 sec): 3 clusters
  Score: Raw -156087.379020 + Penalty 2405.003093 = -153682.375927
  nChanged 5
		SP:Iteration 21Q (9243.750000 sec): 3 clusters
  Score: Raw -156090.159614 + Penalty 2405.003093 = -153685.156521
  nChanged 7
		SP:Iteration 22Q (9243.750000 sec): 3 clusters
  Score: Raw -156094.986004 + Penalty 2405.003093 = -153689.982911
  nChanged 9
		SP:Iteration 23Q (9243.760000 sec): 3 clusters
  Score: Raw -156100.420815 + Penalty 2405.003093 = -153695.417722
  nChanged 8
		SP:Iteration 24Q (9243.760000 sec): 3 clusters
  Score: Raw -156103.827985 + Penalty 2405.003093 = -153698.824892
  nChanged 4
		SP:Iteration 25Q (9243.760000 sec): 3 clusters
  Score: Raw -156105.278944 + Penalty 2405.003093 = -153700.275851
  nChanged 6
		SP:Iteration 26Q (9243.770000 sec): 3 clusters
  Score: Raw -156108.524417 + Penalty 2405.003093 = -153703.521324
  nChanged 7
		SP:Iteration 27Q (9243.770000 sec): 3 clusters
  Score: Raw -156113.460104 + Penalty 2405.003093 = -153708.457011
  nChanged 6
		SP:Iteration 28Q (9243.770000 sec): 3 clusters
  Score: Raw -156116.837371 + Penalty 2405.003093 = -153711.834278
  nChanged 5
		SP:Iteration 29Q (9243.780000 sec): 3 clusters
  Score: Raw -156118.972974 + Penalty 2405.003093 = -153713.969881
  nChanged 2
		SP:Iteration 30Q (9243.780000 sec): 3 clusters
  Score: Raw -156121.179399 + Penalty 2405.003093 = -153716.176306
  nChanged 6
		SP:Iteration 31Q (9243.780000 sec): 3 clusters
  Score: Raw -156125.586690 + Penalty 2405.003093 = -153720.583597
  nChanged 5
		SP:Iteration 32Q (9243.790000 sec): 3 clusters
  Score: Raw -156128.058665 + Penalty 2405.003093 = -153723.055572
  nChanged 5
		SP:Iteration 33Q (9243.790000 sec): 3 clusters
  Score: Raw -156134.279443 + Penalty 2405.003093 = -153729.276350
  nChanged 8
		SP:Iteration 34Q (9243.800000 sec): 3 clusters
  Score: Raw -156139.664927 + Penalty 2405.003093 = -153734.661834
  nChanged 5
		SP:Iteration 35Q (9243.800000 sec): 3 clusters
  Score: Raw -156143.198553 + Penalty 2405.003093 = -153738.195460
  nChanged 3
		SP:Iteration 36Q (9243.800000 sec): 3 clusters
  Score: Raw -156145.602846 + Penalty 2405.003093 = -153740.599753
  nChanged 5
		SP:Iteration 37Q (9243.800000 sec): 3 clusters
  Score: Raw -156148.840213 + Penalty 2405.003093 = -153743.837120
  nChanged 4
		SP:Iteration 38Q (9243.810000 sec): 3 clusters
  Score: Raw -156150.695438 + Penalty 2405.003093 = -153745.692344
  nChanged 2
		SP:Iteration 39Q (9243.810000 sec): 3 clusters
  Score: Raw -156152.168044 + Penalty 2405.003093 = -153747.164951
  nChanged 1
		SP:Iteration 40F (9243.820000 sec): 3 clusters
  Score: Raw -156152.621467 + Penalty 2405.003093 = -153747.618374
  nChanged 1
		SP:Iteration 41Q (9243.820000 sec): 3 clusters
  Score: Raw -156152.868175 + Penalty 2405.003093 = -153747.865082
  nChanged 1
		SP:Iteration 42Q (9243.820000 sec): 3 clusters
  Score: Raw -156153.353089 + Penalty 2405.003093 = -153748.349996
  nChanged 1
		SP:Iteration 43Q (9243.830000 sec): 3 clusters
  Score: Raw -156154.070429 + Penalty 2405.003093 = -153749.067336
  nChanged 0
		SP:Iteration 44F (9243.830000 sec): 3 clusters
  Score: Raw -156154.070429 + Penalty 2405.003093 = -153749.067336
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (1574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9243.840000 sec): 2 clusters
  Score: Raw -141744.059248 + Penalty 1196.223507 = -140547.835741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9243.840000 sec): 3 clusters
  Score: Raw -141118.756211 + Penalty 2392.447014 = -138726.309196
  nChanged 540
		SP:Iteration 1F (9243.840000 sec): 3 clusters
  Score: Raw -141601.781830 + Penalty 2392.447014 = -139209.334816
  nChanged 163
		SP:Iteration 2F (9243.850000 sec): 3 clusters
  Score: Raw -141809.134544 + Penalty 2392.447014 = -139416.687530
  nChanged 110
		SP:Iteration 3F (9243.850000 sec): 3 clusters
  Score: Raw -141934.232084 + Penalty 2392.447014 = -139541.785069
  nChanged 80
		SP:Iteration 4F (9243.860000 sec): 3 clusters
  Score: Raw -142029.498203 + Penalty 2392.447014 = -139637.051188
  nChanged 57
		SP:Iteration 5Q (9243.860000 sec): 3 clusters
  Score: Raw -142089.089116 + Penalty 2392.447014 = -139696.642102
  nChanged 48
		SP:Iteration 6Q (9243.860000 sec): 3 clusters
  Score: Raw -142128.871026 + Penalty 2392.447014 = -139736.424012
  nChanged 37
		SP:Iteration 7Q (9243.860000 sec): 3 clusters
  Score: Raw -142165.679683 + Penalty 2392.447014 = -139773.232669
  nChanged 36
		SP:Iteration 8Q (9243.870000 sec): 3 clusters
  Score: Raw -142193.845298 + Penalty 2392.447014 = -139801.398284
  nChanged 21
		SP:Iteration 9Q (9243.870000 sec): 3 clusters
  Score: Raw -142213.620971 + Penalty 2392.447014 = -139821.173957
  nChanged 23
		SP:Iteration 10Q (9243.880000 sec): 3 clusters
  Score: Raw -142230.028712 + Penalty 2392.447014 = -139837.581698
  nChanged 20
		SP:Iteration 11Q (9243.880000 sec): 3 clusters
  Score: Raw -142246.512396 + Penalty 2392.447014 = -139854.065382
  nChanged 20
		SP:Iteration 12Q (9243.880000 sec): 3 clusters
  Score: Raw -142264.471704 + Penalty 2392.447014 = -139872.024690
  nChanged 14
		SP:Iteration 13Q (9243.890000 sec): 3 clusters
  Score: Raw -142277.069848 + Penalty 2392.447014 = -139884.622833
  nChanged 13
		SP:Iteration 14Q (9243.890000 sec): 3 clusters
  Score: Raw -142291.843259 + Penalty 2392.447014 = -139899.396245
  nChanged 12
		SP:Iteration 15Q (9243.890000 sec): 3 clusters
  Score: Raw -142303.989059 + Penalty 2392.447014 = -139911.542044
  nChanged 10
		SP:Iteration 16Q (9243.900000 sec): 3 clusters
  Score: Raw -142314.827502 + Penalty 2392.447014 = -139922.380488
  nChanged 11
		SP:Iteration 17Q (9243.900000 sec): 3 clusters
  Score: Raw -142329.288876 + Penalty 2392.447014 = -139936.841862
  nChanged 16
		SP:Iteration 18Q (9243.900000 sec): 3 clusters
  Score: Raw -142355.804728 + Penalty 2392.447014 = -139963.357713
  nChanged 12
		SP:Iteration 19Q (9243.910000 sec): 3 clusters
  Score: Raw -142367.058734 + Penalty 2392.447014 = -139974.611719
  nChanged 13
		SP:Iteration 20F (9243.910000 sec): 3 clusters
  Score: Raw -142384.802170 + Penalty 2392.447014 = -139992.355156
  nChanged 15
		SP:Iteration 21Q (9243.910000 sec): 3 clusters
  Score: Raw -142401.866881 + Penalty 2392.447014 = -140009.419866
  nChanged 9
		SP:Iteration 22Q (9243.920000 sec): 3 clusters
  Score: Raw -142409.368382 + Penalty 2392.447014 = -140016.921367
  nChanged 8
		SP:Iteration 23Q (9243.920000 sec): 3 clusters
  Score: Raw -142414.542722 + Penalty 2392.447014 = -140022.095708
  nChanged 5
		SP:Iteration 24Q (9243.920000 sec): 3 clusters
  Score: Raw -142419.150080 + Penalty 2392.447014 = -140026.703066
  nChanged 5
		SP:Iteration 25Q (9243.930000 sec): 3 clusters
  Score: Raw -142423.731017 + Penalty 2392.447014 = -140031.284003
  nChanged 4
		SP:Iteration 26Q (9243.930000 sec): 3 clusters
  Score: Raw -142426.517569 + Penalty 2392.447014 = -140034.070554
  nChanged 2
		SP:Iteration 27Q (9243.930000 sec): 3 clusters
  Score: Raw -142427.888437 + Penalty 2392.447014 = -140035.441423
  nChanged 2
		SP:Iteration 28Q (9243.940000 sec): 3 clusters
  Score: Raw -142429.731467 + Penalty 2392.447014 = -140037.284453
  nChanged 2
		SP:Iteration 29Q (9243.940000 sec): 3 clusters
  Score: Raw -142430.613556 + Penalty 2392.447014 = -140038.166542
  nChanged 1
		SP:Iteration 30Q (9243.940000 sec): 3 clusters
  Score: Raw -142431.168153 + Penalty 2392.447014 = -140038.721138
  nChanged 1
		SP:Iteration 31Q (9243.940000 sec): 3 clusters
  Score: Raw -142432.084877 + Penalty 2392.447014 = -140039.637862
  nChanged 2
		SP:Iteration 32Q (9243.950000 sec): 3 clusters
  Score: Raw -142432.811775 + Penalty 2392.447014 = -140040.364761
  nChanged 1
		SP:Iteration 33Q (9243.950000 sec): 3 clusters
  Score: Raw -142432.962963 + Penalty 2392.447014 = -140040.515949
  nChanged 0
		SP:Iteration 34F (9243.960000 sec): 3 clusters
  Score: Raw -142432.962963 + Penalty 2392.447014 = -140040.515949
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9243.970000 sec): 2 clusters
  Score: Raw -437515.763020 + Penalty 1366.380238 = -436149.382781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9243.980000 sec): 3 clusters
  Score: Raw -435266.076628 + Penalty 2732.760477 = -432533.316152
  nChanged 1782
		SP:Iteration 1F (9243.990000 sec): 3 clusters
  Score: Raw -436376.951098 + Penalty 2732.760477 = -433644.190621
  nChanged 357
		SP:Iteration 2F (9244.000000 sec): 3 clusters
  Score: Raw -436648.848779 + Penalty 2732.760477 = -433916.088303
  nChanged 292
		SP:Iteration 3F (9244.010000 sec): 3 clusters
  Score: Raw -436872.889379 + Penalty 2732.760477 = -434140.128902
  nChanged 253
		SP:Iteration 4F (9244.020000 sec): 3 clusters
  Score: Raw -437054.972465 + Penalty 2732.760477 = -434322.211988
  nChanged 202
		SP:Iteration 5Q (9244.030000 sec): 3 clusters
  Score: Raw -437169.066754 + Penalty 2732.760477 = -434436.306277
  nChanged 164
		SP:Iteration 6Q (9244.040000 sec): 3 clusters
  Score: Raw -437253.786574 + Penalty 2732.760477 = -434521.026098
  nChanged 136
		SP:Iteration 7Q (9244.050000 sec): 3 clusters
  Score: Raw -437308.311234 + Penalty 2732.760477 = -434575.550757
  nChanged 100
		SP:Iteration 8Q (9244.060000 sec): 3 clusters
  Score: Raw -437348.846025 + Penalty 2732.760477 = -434616.085548
  nChanged 75
		SP:Iteration 9Q (9244.070000 sec): 3 clusters
  Score: Raw -437376.352094 + Penalty 2732.760477 = -434643.591617
  nChanged 53
		SP:Iteration 10Q (9244.080000 sec): 3 clusters
  Score: Raw -437393.390979 + Penalty 2732.760477 = -434660.630502
  nChanged 47
		SP:Iteration 11Q (9244.090000 sec): 3 clusters
  Score: Raw -437408.787239 + Penalty 2732.760477 = -434676.026763
  nChanged 35
		SP:Iteration 12Q (9244.100000 sec): 3 clusters
  Score: Raw -437418.553318 + Penalty 2732.760477 = -434685.792841
  nChanged 28
		SP:Iteration 13Q (9244.110000 sec): 3 clusters
  Score: Raw -437425.558576 + Penalty 2732.760477 = -434692.798100
  nChanged 18
		SP:Iteration 14Q (9244.120000 sec): 3 clusters
  Score: Raw -437430.077837 + Penalty 2732.760477 = -434697.317360
  nChanged 23
		SP:Iteration 15Q (9244.140000 sec): 3 clusters
  Score: Raw -437435.486170 + Penalty 2732.760477 = -434702.725693
  nChanged 19
		SP:Iteration 16Q (9244.140000 sec): 3 clusters
  Score: Raw -437441.020273 + Penalty 2732.760477 = -434708.259796
  nChanged 18
		SP:Iteration 17Q (9244.160000 sec): 3 clusters
  Score: Raw -437447.959815 + Penalty 2732.760477 = -434715.199338
  nChanged 25
		SP:Iteration 18Q (9244.160000 sec): 3 clusters
  Score: Raw -437454.657209 + Penalty 2732.760477 = -434721.896732
  nChanged 15
		SP:Iteration 19Q (9244.180000 sec): 3 clusters
  Score: Raw -437458.997260 + Penalty 2732.760477 = -434726.236783
  nChanged 12
		SP:Iteration 20F (9244.180000 sec): 3 clusters
  Score: Raw -437461.963606 + Penalty 2732.760477 = -434729.203129
  nChanged 10
		SP:Iteration 21Q (9244.200000 sec): 3 clusters
  Score: Raw -437464.448220 + Penalty 2732.760477 = -434731.687743
  nChanged 7
		SP:Iteration 22Q (9244.200000 sec): 3 clusters
  Score: Raw -437465.471675 + Penalty 2732.760477 = -434732.711199
  nChanged 8
		SP:Iteration 23Q (9244.220000 sec): 3 clusters
  Score: Raw -437466.840727 + Penalty 2732.760477 = -434734.080251
  nChanged 7
		SP:Iteration 24Q (9244.220000 sec): 3 clusters
  Score: Raw -437467.935927 + Penalty 2732.760477 = -434735.175450
  nChanged 5
		SP:Iteration 25Q (9244.240000 sec): 3 clusters
  Score: Raw -437469.239796 + Penalty 2732.760477 = -434736.479319
  nChanged 4
		SP:Iteration 26Q (9244.240000 sec): 3 clusters
  Score: Raw -437469.891074 + Penalty 2732.760477 = -434737.130597
  nChanged 5
		SP:Iteration 27Q (9244.260000 sec): 3 clusters
  Score: Raw -437470.541968 + Penalty 2732.760477 = -434737.781491
  nChanged 1
		SP:Iteration 28Q (9244.260000 sec): 3 clusters
  Score: Raw -437470.667004 + Penalty 2732.760477 = -434737.906527
  nChanged 0
		SP:Iteration 29F (9244.280000 sec): 3 clusters
  Score: Raw -437470.667004 + Penalty 2732.760477 = -434737.906527
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9244.320000 sec): 2 clusters
  Score: Raw -1330851.837121 + Penalty 1540.472865 = -1329311.364256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9244.350000 sec): 3 clusters
  Score: Raw -1323241.811534 + Penalty 3080.945730 = -1320160.865804
  nChanged 5747
		SP:Iteration 1F (9244.380000 sec): 3 clusters
  Score: Raw -1326172.151382 + Penalty 3080.945730 = -1323091.205652
  nChanged 634
		SP:Iteration 2Q (9244.410000 sec): 3 clusters
  Score: Raw -1326396.504258 + Penalty 3080.945730 = -1323315.558528
  nChanged 566
		SP:Iteration 3Q (9244.440000 sec): 3 clusters
  Score: Raw -1326605.584162 + Penalty 3080.945730 = -1323524.638432
  nChanged 531
		SP:Iteration 4Q (9244.470000 sec): 3 clusters
  Score: Raw -1326799.001980 + Penalty 3080.945730 = -1323718.056250
  nChanged 483
		SP:Iteration 5Q (9244.500000 sec): 3 clusters
  Score: Raw -1326986.770503 + Penalty 3080.945730 = -1323905.824773
  nChanged 512
		SP:Iteration 6Q (9244.530000 sec): 3 clusters
  Score: Raw -1327181.527155 + Penalty 3080.945730 = -1324100.581425
  nChanged 499
		SP:Iteration 7Q (9244.560000 sec): 3 clusters
  Score: Raw -1327401.209252 + Penalty 3080.945730 = -1324320.263523
  nChanged 559
		SP:Iteration 8Q (9244.590000 sec): 3 clusters
  Score: Raw -1327675.074019 + Penalty 3080.945730 = -1324594.128289
  nChanged 633
		SP:Iteration 9Q (9244.620000 sec): 3 clusters
  Score: Raw -1328049.172049 + Penalty 3080.945730 = -1324968.226319
  nChanged 748
		SP:Iteration 10F (9244.650000 sec): 3 clusters
  Score: Raw -1328524.189412 + Penalty 3080.945730 = -1325443.243682
  nChanged 756
		SP:Iteration 11F (9244.680000 sec): 3 clusters
  Score: Raw -1329040.896362 + Penalty 3080.945730 = -1325959.950632
  nChanged 693
		SP:Iteration 12F (9244.710000 sec): 3 clusters
  Score: Raw -1329526.246740 + Penalty 3080.945730 = -1326445.301010
  nChanged 559
		SP:Iteration 13Q (9244.740000 sec): 3 clusters
  Score: Raw -1329906.927340 + Penalty 3080.945730 = -1326825.981610
  nChanged 447
		SP:Iteration 14Q (9244.760000 sec): 3 clusters
  Score: Raw -1330199.210792 + Penalty 3080.945730 = -1327118.265062
  nChanged 364
		SP:Iteration 15Q (9244.800000 sec): 3 clusters
  Score: Raw -1330452.098323 + Penalty 3080.945730 = -1327371.152593
  nChanged 273
		SP:Iteration 16Q (9244.820000 sec): 3 clusters
  Score: Raw -1330662.074710 + Penalty 3080.945730 = -1327581.128980
  nChanged 246
		SP:Iteration 17Q (9244.850000 sec): 3 clusters
  Score: Raw -1330851.759358 + Penalty 3080.945730 = -1327770.813628
  nChanged 186
		SP:Iteration 18Q (9244.880000 sec): 3 clusters
  Score: Raw -1331003.462709 + Penalty 3080.945730 = -1327922.516979
  nChanged 152
		SP:Iteration 19Q (9244.900000 sec): 3 clusters
  Score: Raw -1331125.224241 + Penalty 3080.945730 = -1328044.278511
  nChanged 134
		SP:Iteration 20F (9244.930000 sec): 3 clusters
  Score: Raw -1331211.754545 + Penalty 3080.945730 = -1328130.808815
  nChanged 90
		SP:Iteration 21Q (9244.960000 sec): 3 clusters
  Score: Raw -1331267.907695 + Penalty 3080.945730 = -1328186.961965
  nChanged 70
		SP:Iteration 22Q (9244.980000 sec): 3 clusters
  Score: Raw -1331307.435275 + Penalty 3080.945730 = -1328226.489545
  nChanged 44
		SP:Iteration 23Q (9245.000000 sec): 3 clusters
  Score: Raw -1331330.455703 + Penalty 3080.945730 = -1328249.509973
  nChanged 32
		SP:Iteration 24Q (9245.020000 sec): 3 clusters
  Score: Raw -1331345.781565 + Penalty 3080.945730 = -1328264.835835
  nChanged 25
		SP:Iteration 25Q (9245.050000 sec): 3 clusters
  Score: Raw -1331354.776993 + Penalty 3080.945730 = -1328273.831263
  nChanged 27
		SP:Iteration 26Q (9245.070000 sec): 3 clusters
  Score: Raw -1331364.135117 + Penalty 3080.945730 = -1328283.189387
  nChanged 22
		SP:Iteration 27Q (9245.100000 sec): 3 clusters
  Score: Raw -1331372.442190 + Penalty 3080.945730 = -1328291.496460
  nChanged 21
		SP:Iteration 28Q (9245.120000 sec): 3 clusters
  Score: Raw -1331380.397017 + Penalty 3080.945730 = -1328299.451287
  nChanged 21
		SP:Iteration 29Q (9245.140000 sec): 3 clusters
  Score: Raw -1331392.101922 + Penalty 3080.945730 = -1328311.156192
  nChanged 28
		SP:Iteration 30Q (9245.160000 sec): 3 clusters
  Score: Raw -1331403.232165 + Penalty 3080.945730 = -1328322.286435
  nChanged 25
		SP:Iteration 31Q (9245.190000 sec): 3 clusters
  Score: Raw -1331412.126783 + Penalty 3080.945730 = -1328331.181053
  nChanged 16
		SP:Iteration 32Q (9245.210000 sec): 3 clusters
  Score: Raw -1331418.547830 + Penalty 3080.945730 = -1328337.602100
  nChanged 22
		SP:Iteration 33Q (9245.230000 sec): 3 clusters
  Score: Raw -1331427.014595 + Penalty 3080.945730 = -1328346.068865
  nChanged 22
		SP:Iteration 34Q (9245.260000 sec): 3 clusters
  Score: Raw -1331432.655209 + Penalty 3080.945730 = -1328351.709479
  nChanged 16
		SP:Iteration 35Q (9245.280000 sec): 3 clusters
  Score: Raw -1331437.327194 + Penalty 3080.945730 = -1328356.381464
  nChanged 11
		SP:Iteration 36Q (9245.300000 sec): 3 clusters
  Score: Raw -1331440.581198 + Penalty 3080.945730 = -1328359.635468
  nChanged 12
		SP:Iteration 37Q (9245.320000 sec): 3 clusters
  Score: Raw -1331444.121655 + Penalty 3080.945730 = -1328363.175925
  nChanged 9
		SP:Iteration 38Q (9245.340000 sec): 3 clusters
  Score: Raw -1331446.260107 + Penalty 3080.945730 = -1328365.314377
  nChanged 7
		SP:Iteration 39Q (9245.370000 sec): 3 clusters
  Score: Raw -1331447.958570 + Penalty 3080.945730 = -1328367.012840
  nChanged 6
		SP:Iteration 40F (9245.400000 sec): 3 clusters
  Score: Raw -1331450.048085 + Penalty 3080.945730 = -1328369.102355
  nChanged 11
		SP:Iteration 41Q (9245.420000 sec): 3 clusters
  Score: Raw -1331453.076845 + Penalty 3080.945730 = -1328372.131115
  nChanged 12
		SP:Iteration 42Q (9245.440000 sec): 3 clusters
  Score: Raw -1331456.131968 + Penalty 3080.945730 = -1328375.186238
  nChanged 9
		SP:Iteration 43Q (9245.460000 sec): 3 clusters
  Score: Raw -1331458.201543 + Penalty 3080.945730 = -1328377.255813
  nChanged 6
		SP:Iteration 44Q (9245.490000 sec): 3 clusters
  Score: Raw -1331460.112658 + Penalty 3080.945730 = -1328379.166928
  nChanged 9
		SP:Iteration 45Q (9245.510000 sec): 3 clusters
  Score: Raw -1331462.188409 + Penalty 3080.945730 = -1328381.242679
  nChanged 2
		SP:Iteration 46Q (9245.530000 sec): 3 clusters
  Score: Raw -1331462.372732 + Penalty 3080.945730 = -1328381.427002
  nChanged 1
		SP:Iteration 47Q (9245.560000 sec): 3 clusters
  Score: Raw -1331462.572315 + Penalty 3080.945730 = -1328381.626585
  nChanged 1
		SP:Iteration 48Q (9245.580000 sec): 3 clusters
  Score: Raw -1331463.113441 + Penalty 3080.945730 = -1328382.167712
  nChanged 2
		SP:Iteration 49Q (9245.600000 sec): 3 clusters
  Score: Raw -1331463.294240 + Penalty 3080.945730 = -1328382.348510
  nChanged 1
		SP:Iteration 50Q (9245.620000 sec): 3 clusters
  Score: Raw -1331463.392300 + Penalty 3080.945730 = -1328382.446570
  nChanged 2
		SP:Iteration 51Q (9245.640000 sec): 3 clusters
  Score: Raw -1331463.575997 + Penalty 3080.945730 = -1328382.630267
  nChanged 0
		SP:Iteration 52F (9245.680000 sec): 3 clusters
  Score: Raw -1331463.575997 + Penalty 3080.945730 = -1328382.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9245.690000 sec): 2 clusters
  Score: Raw -335969.486212 + Penalty 1335.990329 = -334633.495883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9245.700000 sec): 3 clusters
  Score: Raw -334170.483616 + Penalty 2671.980658 = -331498.502958
  nChanged 1444
		SP:Iteration 1F (9245.710000 sec): 3 clusters
  Score: Raw -335080.784690 + Penalty 2671.980658 = -332408.804032
  nChanged 318
		SP:Iteration 2F (9245.720000 sec): 3 clusters
  Score: Raw -335350.486558 + Penalty 2671.980658 = -332678.505900
  nChanged 262
		SP:Iteration 3F (9245.730000 sec): 3 clusters
  Score: Raw -335563.372254 + Penalty 2671.980658 = -332891.391596
  nChanged 210
		SP:Iteration 4F (9245.740000 sec): 3 clusters
  Score: Raw -335756.991832 + Penalty 2671.980658 = -333085.011174
  nChanged 192
		SP:Iteration 5F (9245.740000 sec): 3 clusters
  Score: Raw -335943.985288 + Penalty 2671.980658 = -333272.004630
  nChanged 198
		SP:Iteration 6F (9245.750000 sec): 3 clusters
  Score: Raw -336142.437558 + Penalty 2671.980658 = -333470.456900
  nChanged 163
		SP:Iteration 7Q (9245.760000 sec): 3 clusters
  Score: Raw -336289.497635 + Penalty 2671.980658 = -333617.516977
  nChanged 126
		SP:Iteration 8Q (9245.770000 sec): 3 clusters
  Score: Raw -336375.355397 + Penalty 2671.980658 = -333703.374739
  nChanged 92
		SP:Iteration 9Q (9245.780000 sec): 3 clusters
  Score: Raw -336425.358409 + Penalty 2671.980658 = -333753.377751
  nChanged 61
		SP:Iteration 10Q (9245.780000 sec): 3 clusters
  Score: Raw -336457.814072 + Penalty 2671.980658 = -333785.833415
  nChanged 40
		SP:Iteration 11Q (9245.790000 sec): 3 clusters
  Score: Raw -336478.529296 + Penalty 2671.980658 = -333806.548639
  nChanged 31
		SP:Iteration 12Q (9245.800000 sec): 3 clusters
  Score: Raw -336491.909050 + Penalty 2671.980658 = -333819.928392
  nChanged 31
		SP:Iteration 13Q (9245.810000 sec): 3 clusters
  Score: Raw -336502.219769 + Penalty 2671.980658 = -333830.239111
  nChanged 14
		SP:Iteration 14Q (9245.820000 sec): 3 clusters
  Score: Raw -336507.603278 + Penalty 2671.980658 = -333835.622621
  nChanged 12
		SP:Iteration 15Q (9245.820000 sec): 3 clusters
  Score: Raw -336511.231139 + Penalty 2671.980658 = -333839.250481
  nChanged 8
		SP:Iteration 16Q (9245.830000 sec): 3 clusters
  Score: Raw -336513.979889 + Penalty 2671.980658 = -333841.999231
  nChanged 4
		SP:Iteration 17Q (9245.840000 sec): 3 clusters
  Score: Raw -336515.147178 + Penalty 2671.980658 = -333843.166520
  nChanged 7
		SP:Iteration 18Q (9245.850000 sec): 3 clusters
  Score: Raw -336517.559707 + Penalty 2671.980658 = -333845.579049
  nChanged 5
		SP:Iteration 19Q (9245.860000 sec): 3 clusters
  Score: Raw -336519.626228 + Penalty 2671.980658 = -333847.645570
  nChanged 6
		SP:Iteration 20F (9245.860000 sec): 3 clusters
  Score: Raw -336521.012085 + Penalty 2671.980658 = -333849.031428
  nChanged 2
		SP:Iteration 21Q (9245.870000 sec): 3 clusters
  Score: Raw -336521.406497 + Penalty 2671.980658 = -333849.425839
  nChanged 2
		SP:Iteration 22Q (9245.880000 sec): 3 clusters
  Score: Raw -336521.666700 + Penalty 2671.980658 = -333849.686042
  nChanged 3
		SP:Iteration 23Q (9245.890000 sec): 3 clusters
  Score: Raw -336522.548944 + Penalty 2671.980658 = -333850.568286
  nChanged 2
		SP:Iteration 24Q (9245.900000 sec): 3 clusters
  Score: Raw -336523.108930 + Penalty 2671.980658 = -333851.128272
  nChanged 2
		SP:Iteration 25Q (9245.910000 sec): 3 clusters
  Score: Raw -336523.576209 + Penalty 2671.980658 = -333851.595551
  nChanged 0
		SP:Iteration 26F (9245.920000 sec): 3 clusters
  Score: Raw -336523.576209 + Penalty 2671.980658 = -333851.595551
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9245.920000 sec): 2 clusters
  Score: Raw -75700.998614 + Penalty 1081.926795 = -74619.071819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9245.920000 sec): 3 clusters
  Score: Raw -75479.331055 + Penalty 2163.853590 = -73315.477465
  nChanged 215
		SP:Iteration 1F (9245.920000 sec): 3 clusters
  Score: Raw -75701.687422 + Penalty 2163.853590 = -73537.833832
  nChanged 49
		SP:Iteration 2F (9245.930000 sec): 3 clusters
  Score: Raw -75768.790152 + Penalty 2163.853590 = -73604.936562
  nChanged 24
		SP:Iteration 3Q (9245.930000 sec): 3 clusters
  Score: Raw -75793.218621 + Penalty 2163.853590 = -73629.365031
  nChanged 13
		SP:Iteration 4Q (9245.930000 sec): 3 clusters
  Score: Raw -75819.348952 + Penalty 2163.853590 = -73655.495362
  nChanged 16
		SP:Iteration 5Q (9245.930000 sec): 3 clusters
  Score: Raw -75839.479436 + Penalty 2163.853590 = -73675.625846
  nChanged 8
		SP:Iteration 6Q (9245.930000 sec): 3 clusters
  Score: Raw -75846.239694 + Penalty 2163.853590 = -73682.386105
  nChanged 6
		SP:Iteration 7Q (9245.940000 sec): 3 clusters
  Score: Raw -75852.784419 + Penalty 2163.853590 = -73688.930829
  nChanged 4
		SP:Iteration 8Q (9245.940000 sec): 3 clusters
  Score: Raw -75856.733260 + Penalty 2163.853590 = -73692.879670
  nChanged 2
		SP:Iteration 9Q (9245.940000 sec): 3 clusters
  Score: Raw -75858.815338 + Penalty 2163.853590 = -73694.961748
  nChanged 2
		SP:Iteration 10Q (9245.940000 sec): 3 clusters
  Score: Raw -75863.130915 + Penalty 2163.853590 = -73699.277325
  nChanged 3
		SP:Iteration 11Q (9245.940000 sec): 3 clusters
  Score: Raw -75867.107873 + Penalty 2163.853590 = -73703.254283
  nChanged 5
		SP:Iteration 12Q (9245.940000 sec): 3 clusters
  Score: Raw -75876.401314 + Penalty 2163.853590 = -73712.547724
  nChanged 3
		SP:Iteration 13Q (9245.940000 sec): 3 clusters
  Score: Raw -75879.402076 + Penalty 2163.853590 = -73715.548486
  nChanged 2
		SP:Iteration 14Q (9245.950000 sec): 3 clusters
  Score: Raw -75881.629058 + Penalty 2163.853590 = -73717.775468
  nChanged 3
		SP:Iteration 15Q (9245.950000 sec): 3 clusters
  Score: Raw -75886.301607 + Penalty 2163.853590 = -73722.448017
  nChanged 2
		SP:Iteration 16Q (9245.950000 sec): 3 clusters
  Score: Raw -75889.828297 + Penalty 2163.853590 = -73725.974707
  nChanged 1
		SP:Iteration 17Q (9245.950000 sec): 3 clusters
  Score: Raw -75890.678925 + Penalty 2163.853590 = -73726.825335
  nChanged 3
		SP:Iteration 18Q (9245.960000 sec): 3 clusters
  Score: Raw -75893.779146 + Penalty 2163.853590 = -73729.925556
  nChanged 3
		SP:Iteration 19Q (9245.960000 sec): 3 clusters
  Score: Raw -75897.142764 + Penalty 2163.853590 = -73733.289175
  nChanged 2
		SP:Iteration 20F (9245.960000 sec): 3 clusters
  Score: Raw -75900.710425 + Penalty 2163.853590 = -73736.856835
  nChanged 2
		SP:Iteration 21Q (9245.960000 sec): 3 clusters
  Score: Raw -75902.009228 + Penalty 2163.853590 = -73738.155638
  nChanged 0
		SP:Iteration 22F (9245.960000 sec): 3 clusters
  Score: Raw -75902.009228 + Penalty 2163.853590 = -73738.155638
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9245.980000 sec): 2 clusters
  Score: Raw -412621.532345 + Penalty 1348.876256 = -411272.656088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9245.980000 sec): 3 clusters
  Score: Raw -410589.991606 + Penalty 2697.752512 = -407892.239094
  nChanged 1568
		SP:Iteration 1F (9246.000000 sec): 3 clusters
  Score: Raw -411514.790930 + Penalty 2697.752512 = -408817.038418
  nChanged 324
		SP:Iteration 2F (9246.000000 sec): 3 clusters
  Score: Raw -411703.059284 + Penalty 2697.752512 = -409005.306772
  nChanged 205
		SP:Iteration 3F (9246.010000 sec): 3 clusters
  Score: Raw -411826.706633 + Penalty 2697.752512 = -409128.954121
  nChanged 190
		SP:Iteration 4Q (9246.020000 sec): 3 clusters
  Score: Raw -411953.149799 + Penalty 2697.752512 = -409255.397286
  nChanged 201
		SP:Iteration 5Q (9246.030000 sec): 3 clusters
  Score: Raw -412092.339679 + Penalty 2697.752512 = -409394.587167
  nChanged 191
		SP:Iteration 6Q (9246.040000 sec): 3 clusters
  Score: Raw -412220.920322 + Penalty 2697.752512 = -409523.167810
  nChanged 170
		SP:Iteration 7Q (9246.050000 sec): 3 clusters
  Score: Raw -412330.755013 + Penalty 2697.752512 = -409633.002501
  nChanged 135
		SP:Iteration 8Q (9246.060000 sec): 3 clusters
  Score: Raw -412419.125748 + Penalty 2697.752512 = -409721.373236
  nChanged 115
		SP:Iteration 9Q (9246.070000 sec): 3 clusters
  Score: Raw -412488.691036 + Penalty 2697.752512 = -409790.938524
  nChanged 82
		SP:Iteration 10Q (9246.080000 sec): 3 clusters
  Score: Raw -412537.257463 + Penalty 2697.752512 = -409839.504951
  nChanged 72
		SP:Iteration 11Q (9246.090000 sec): 3 clusters
  Score: Raw -412581.555114 + Penalty 2697.752512 = -409883.802602
  nChanged 57
		SP:Iteration 12Q (9246.100000 sec): 3 clusters
  Score: Raw -412611.696711 + Penalty 2697.752512 = -409913.944199
  nChanged 40
		SP:Iteration 13Q (9246.100000 sec): 3 clusters
  Score: Raw -412634.868317 + Penalty 2697.752512 = -409937.115805
  nChanged 44
		SP:Iteration 14Q (9246.120000 sec): 3 clusters
  Score: Raw -412661.718901 + Penalty 2697.752512 = -409963.966389
  nChanged 46
		SP:Iteration 15Q (9246.120000 sec): 3 clusters
  Score: Raw -412688.532675 + Penalty 2697.752512 = -409990.780163
  nChanged 37
		SP:Iteration 16Q (9246.130000 sec): 3 clusters
  Score: Raw -412709.858255 + Penalty 2697.752512 = -410012.105743
  nChanged 24
		SP:Iteration 17Q (9246.140000 sec): 3 clusters
  Score: Raw -412722.498333 + Penalty 2697.752512 = -410024.745821
  nChanged 19
		SP:Iteration 18Q (9246.150000 sec): 3 clusters
  Score: Raw -412735.248239 + Penalty 2697.752512 = -410037.495727
  nChanged 25
		SP:Iteration 19Q (9246.160000 sec): 3 clusters
  Score: Raw -412749.912997 + Penalty 2697.752512 = -410052.160485
  nChanged 25
		SP:Iteration 20F (9246.170000 sec): 3 clusters
  Score: Raw -412767.862514 + Penalty 2697.752512 = -410070.110001
  nChanged 26
		SP:Iteration 21Q (9246.180000 sec): 3 clusters
  Score: Raw -412783.831833 + Penalty 2697.752512 = -410086.079320
  nChanged 18
		SP:Iteration 22Q (9246.190000 sec): 3 clusters
  Score: Raw -412795.870379 + Penalty 2697.752512 = -410098.117867
  nChanged 26
		SP:Iteration 23Q (9246.200000 sec): 3 clusters
  Score: Raw -412812.107003 + Penalty 2697.752512 = -410114.354491
  nChanged 23
		SP:Iteration 24Q (9246.200000 sec): 3 clusters
  Score: Raw -412831.270007 + Penalty 2697.752512 = -410133.517494
  nChanged 21
		SP:Iteration 25Q (9246.210000 sec): 3 clusters
  Score: Raw -412843.694846 + Penalty 2697.752512 = -410145.942333
  nChanged 16
		SP:Iteration 26Q (9246.220000 sec): 3 clusters
  Score: Raw -412853.027560 + Penalty 2697.752512 = -410155.275047
  nChanged 7
		SP:Iteration 27Q (9246.230000 sec): 3 clusters
  Score: Raw -412857.013230 + Penalty 2697.752512 = -410159.260718
  nChanged 7
		SP:Iteration 28Q (9246.240000 sec): 3 clusters
  Score: Raw -412862.531210 + Penalty 2697.752512 = -410164.778698
  nChanged 6
		SP:Iteration 29Q (9246.240000 sec): 3 clusters
  Score: Raw -412866.568716 + Penalty 2697.752512 = -410168.816203
  nChanged 8
		SP:Iteration 30Q (9246.250000 sec): 3 clusters
  Score: Raw -412871.662472 + Penalty 2697.752512 = -410173.909959
  nChanged 6
		SP:Iteration 31Q (9246.260000 sec): 3 clusters
  Score: Raw -412875.276587 + Penalty 2697.752512 = -410177.524074
  nChanged 4
		SP:Iteration 32Q (9246.270000 sec): 3 clusters
  Score: Raw -412876.544891 + Penalty 2697.752512 = -410178.792379
  nChanged 1
		SP:Iteration 33Q (9246.280000 sec): 3 clusters
  Score: Raw -412876.835199 + Penalty 2697.752512 = -410179.082687
  nChanged 0
		SP:Iteration 34F (9246.290000 sec): 3 clusters
  Score: Raw -412876.835199 + Penalty 2697.752512 = -410179.082687
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9246.300000 sec): 2 clusters
  Score: Raw -107552.553864 + Penalty 1152.272846 = -106400.281018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9246.300000 sec): 3 clusters
  Score: Raw -107120.022097 + Penalty 2304.545692 = -104815.476405
  nChanged 391
		SP:Iteration 1F (9246.300000 sec): 3 clusters
  Score: Raw -107451.217038 + Penalty 2304.545692 = -105146.671346
  nChanged 109
		SP:Iteration 2F (9246.300000 sec): 3 clusters
  Score: Raw -107590.580894 + Penalty 2304.545692 = -105286.035202
  nChanged 62
		SP:Iteration 3F (9246.300000 sec): 3 clusters
  Score: Raw -107673.867722 + Penalty 2304.545692 = -105369.322030
  nChanged 44
		SP:Iteration 4Q (9246.310000 sec): 3 clusters
  Score: Raw -107734.033163 + Penalty 2304.545692 = -105429.487471
  nChanged 30
		SP:Iteration 5Q (9246.310000 sec): 3 clusters
  Score: Raw -107787.524751 + Penalty 2304.545692 = -105482.979058
  nChanged 38
		SP:Iteration 6Q (9246.310000 sec): 3 clusters
  Score: Raw -107840.626678 + Penalty 2304.545692 = -105536.080986
  nChanged 34
		SP:Iteration 7Q (9246.320000 sec): 3 clusters
  Score: Raw -107887.854540 + Penalty 2304.545692 = -105583.308848
  nChanged 29
		SP:Iteration 8Q (9246.320000 sec): 3 clusters
  Score: Raw -107925.471116 + Penalty 2304.545692 = -105620.925424
  nChanged 28
		SP:Iteration 9Q (9246.320000 sec): 3 clusters
  Score: Raw -107947.808541 + Penalty 2304.545692 = -105643.262849
  nChanged 16
		SP:Iteration 10Q (9246.320000 sec): 3 clusters
  Score: Raw -107964.296315 + Penalty 2304.545692 = -105659.750622
  nChanged 15
		SP:Iteration 11Q (9246.330000 sec): 3 clusters
  Score: Raw -107979.570980 + Penalty 2304.545692 = -105675.025288
  nChanged 7
		SP:Iteration 12Q (9246.330000 sec): 3 clusters
  Score: Raw -107985.974631 + Penalty 2304.545692 = -105681.428939
  nChanged 5
		SP:Iteration 13Q (9246.330000 sec): 3 clusters
  Score: Raw -107990.795373 + Penalty 2304.545692 = -105686.249681
  nChanged 6
		SP:Iteration 14Q (9246.340000 sec): 3 clusters
  Score: Raw -107996.200937 + Penalty 2304.545692 = -105691.655245
  nChanged 2
		SP:Iteration 15Q (9246.340000 sec): 3 clusters
  Score: Raw -107998.810103 + Penalty 2304.545692 = -105694.264411
  nChanged 5
		SP:Iteration 16Q (9246.340000 sec): 3 clusters
  Score: Raw -108005.463242 + Penalty 2304.545692 = -105700.917550
  nChanged 7
		SP:Iteration 17Q (9246.340000 sec): 3 clusters
  Score: Raw -108011.245819 + Penalty 2304.545692 = -105706.700127
  nChanged 3
		SP:Iteration 18Q (9246.340000 sec): 3 clusters
  Score: Raw -108013.014495 + Penalty 2304.545692 = -105708.468803
  nChanged 3
		SP:Iteration 19Q (9246.350000 sec): 3 clusters
  Score: Raw -108015.253822 + Penalty 2304.545692 = -105710.708130
  nChanged 1
		SP:Iteration 20F (9246.350000 sec): 3 clusters
  Score: Raw -108017.057900 + Penalty 2304.545692 = -105712.512208
  nChanged 2
		SP:Iteration 21Q (9246.350000 sec): 3 clusters
  Score: Raw -108018.194061 + Penalty 2304.545692 = -105713.648369
  nChanged 3
		SP:Iteration 22Q (9246.360000 sec): 3 clusters
  Score: Raw -108019.986152 + Penalty 2304.545692 = -105715.440459
  nChanged 1
		SP:Iteration 23Q (9246.360000 sec): 3 clusters
  Score: Raw -108020.737191 + Penalty 2304.545692 = -105716.191499
  nChanged 0
		SP:Iteration 24F (9246.360000 sec): 3 clusters
  Score: Raw -108020.737191 + Penalty 2304.545692 = -105716.191499
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9246.380000 sec): 2 clusters
  Score: Raw -397919.704976 + Penalty 1351.835245 = -396567.869731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9246.380000 sec): 3 clusters
  Score: Raw -395849.049490 + Penalty 2703.670491 = -393145.378999
  nChanged 1579
		SP:Iteration 1F (9246.400000 sec): 3 clusters
  Score: Raw -396864.752999 + Penalty 2703.670491 = -394161.082508
  nChanged 348
		SP:Iteration 2F (9246.400000 sec): 3 clusters
  Score: Raw -397182.124352 + Penalty 2703.670491 = -394478.453862
  nChanged 305
		SP:Iteration 3F (9246.420000 sec): 3 clusters
  Score: Raw -397432.997918 + Penalty 2703.670491 = -394729.327427
  nChanged 263
		SP:Iteration 4F (9246.420000 sec): 3 clusters
  Score: Raw -397643.405798 + Penalty 2703.670491 = -394939.735308
  nChanged 223
		SP:Iteration 5F (9246.430000 sec): 3 clusters
  Score: Raw -397810.727373 + Penalty 2703.670491 = -395107.056883
  nChanged 194
		SP:Iteration 6Q (9246.440000 sec): 3 clusters
  Score: Raw -397962.290370 + Penalty 2703.670491 = -395258.619879
  nChanged 161
		SP:Iteration 7Q (9246.450000 sec): 3 clusters
  Score: Raw -398093.339021 + Penalty 2703.670491 = -395389.668530
  nChanged 157
		SP:Iteration 8Q (9246.460000 sec): 3 clusters
  Score: Raw -398217.428523 + Penalty 2703.670491 = -395513.758032
  nChanged 124
		SP:Iteration 9Q (9246.470000 sec): 3 clusters
  Score: Raw -398334.733318 + Penalty 2703.670491 = -395631.062827
  nChanged 116
		SP:Iteration 10Q (9246.480000 sec): 3 clusters
  Score: Raw -398419.223697 + Penalty 2703.670491 = -395715.553206
  nChanged 89
		SP:Iteration 11Q (9246.490000 sec): 3 clusters
  Score: Raw -398482.370671 + Penalty 2703.670491 = -395778.700181
  nChanged 63
		SP:Iteration 12Q (9246.500000 sec): 3 clusters
  Score: Raw -398531.406746 + Penalty 2703.670491 = -395827.736255
  nChanged 52
		SP:Iteration 13Q (9246.500000 sec): 3 clusters
  Score: Raw -398562.857640 + Penalty 2703.670491 = -395859.187149
  nChanged 29
		SP:Iteration 14Q (9246.510000 sec): 3 clusters
  Score: Raw -398575.482221 + Penalty 2703.670491 = -395871.811731
  nChanged 19
		SP:Iteration 15Q (9246.520000 sec): 3 clusters
  Score: Raw -398584.896101 + Penalty 2703.670491 = -395881.225610
  nChanged 15
		SP:Iteration 16Q (9246.530000 sec): 3 clusters
  Score: Raw -398592.453782 + Penalty 2703.670491 = -395888.783291
  nChanged 15
		SP:Iteration 17Q (9246.540000 sec): 3 clusters
  Score: Raw -398600.355903 + Penalty 2703.670491 = -395896.685412
  nChanged 11
		SP:Iteration 18Q (9246.550000 sec): 3 clusters
  Score: Raw -398605.136916 + Penalty 2703.670491 = -395901.466425
  nChanged 9
		SP:Iteration 19Q (9246.560000 sec): 3 clusters
  Score: Raw -398609.361804 + Penalty 2703.670491 = -395905.691313
  nChanged 8
		SP:Iteration 20F (9246.560000 sec): 3 clusters
  Score: Raw -398614.092493 + Penalty 2703.670491 = -395910.422002
  nChanged 8
		SP:Iteration 21Q (9246.580000 sec): 3 clusters
  Score: Raw -398616.309587 + Penalty 2703.670491 = -395912.639096
  nChanged 5
		SP:Iteration 22Q (9246.580000 sec): 3 clusters
  Score: Raw -398618.073038 + Penalty 2703.670491 = -395914.402547
  nChanged 6
		SP:Iteration 23Q (9246.590000 sec): 3 clusters
  Score: Raw -398620.827236 + Penalty 2703.670491 = -395917.156745
  nChanged 8
		SP:Iteration 24Q (9246.600000 sec): 3 clusters
  Score: Raw -398624.166364 + Penalty 2703.670491 = -395920.495873
  nChanged 8
		SP:Iteration 25Q (9246.610000 sec): 3 clusters
  Score: Raw -398626.585888 + Penalty 2703.670491 = -395922.915398
  nChanged 7
		SP:Iteration 26Q (9246.620000 sec): 3 clusters
  Score: Raw -398630.189539 + Penalty 2703.670491 = -395926.519049
  nChanged 8
		SP:Iteration 27Q (9246.620000 sec): 3 clusters
  Score: Raw -398632.386578 + Penalty 2703.670491 = -395928.716087
  nChanged 5
		SP:Iteration 28Q (9246.630000 sec): 3 clusters
  Score: Raw -398634.706406 + Penalty 2703.670491 = -395931.035915
  nChanged 2
		SP:Iteration 29Q (9246.640000 sec): 3 clusters
  Score: Raw -398635.223847 + Penalty 2703.670491 = -395931.553356
  nChanged 1
		SP:Iteration 30Q (9246.650000 sec): 3 clusters
  Score: Raw -398635.363195 + Penalty 2703.670491 = -395931.692704
  nChanged 0
		SP:Iteration 31F (9246.660000 sec): 3 clusters
  Score: Raw -398635.363195 + Penalty 2703.670491 = -395931.692704
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9246.710000 sec): 2 clusters
  Score: Raw -1649507.845148 + Penalty 1577.681621 = -1647930.163528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9246.750000 sec): 3 clusters
  Score: Raw -1639762.600404 + Penalty 3155.363241 = -1636607.237162
  nChanged 7342
		SP:Iteration 1F (9246.780000 sec): 3 clusters
  Score: Raw -1643739.145801 + Penalty 3155.363241 = -1640583.782560
  nChanged 896
		SP:Iteration 2F (9246.820000 sec): 3 clusters
  Score: Raw -1644093.766220 + Penalty 3155.363241 = -1640938.402979
  nChanged 858
		SP:Iteration 3F (9246.860000 sec): 3 clusters
  Score: Raw -1644459.755970 + Penalty 3155.363241 = -1641304.392729
  nChanged 860
		SP:Iteration 4F (9246.900000 sec): 3 clusters
  Score: Raw -1644855.914281 + Penalty 3155.363241 = -1641700.551040
  nChanged 880
		SP:Iteration 5F (9246.940000 sec): 3 clusters
  Score: Raw -1645261.902301 + Penalty 3155.363241 = -1642106.539059
  nChanged 867
		SP:Iteration 6F (9246.980000 sec): 3 clusters
  Score: Raw -1645660.318257 + Penalty 3155.363241 = -1642504.955016
  nChanged 817
		SP:Iteration 7Q (9247.020000 sec): 3 clusters
  Score: Raw -1646073.215283 + Penalty 3155.363241 = -1642917.852041
  nChanged 813
		SP:Iteration 8Q (9247.060000 sec): 3 clusters
  Score: Raw -1646520.775188 + Penalty 3155.363241 = -1643365.411947
  nChanged 803
		SP:Iteration 9Q (9247.100000 sec): 3 clusters
  Score: Raw -1647012.295514 + Penalty 3155.363241 = -1643856.932273
  nChanged 783
		SP:Iteration 10Q (9247.140000 sec): 3 clusters
  Score: Raw -1647498.848744 + Penalty 3155.363241 = -1644343.485502
  nChanged 672
		SP:Iteration 11Q (9247.180000 sec): 3 clusters
  Score: Raw -1647916.696062 + Penalty 3155.363241 = -1644761.332821
  nChanged 595
		SP:Iteration 12Q (9247.210000 sec): 3 clusters
  Score: Raw -1648325.139872 + Penalty 3155.363241 = -1645169.776631
  nChanged 491
		SP:Iteration 13Q (9247.250000 sec): 3 clusters
  Score: Raw -1648665.779922 + Penalty 3155.363241 = -1645510.416681
  nChanged 365
		SP:Iteration 14Q (9247.290000 sec): 3 clusters
  Score: Raw -1648904.973385 + Penalty 3155.363241 = -1645749.610143
  nChanged 270
		SP:Iteration 15Q (9247.320000 sec): 3 clusters
  Score: Raw -1649085.719226 + Penalty 3155.363241 = -1645930.355984
  nChanged 207
		SP:Iteration 16Q (9247.360000 sec): 3 clusters
  Score: Raw -1649235.725518 + Penalty 3155.363241 = -1646080.362276
  nChanged 178
		SP:Iteration 17Q (9247.400000 sec): 3 clusters
  Score: Raw -1649361.898361 + Penalty 3155.363241 = -1646206.535120
  nChanged 116
		SP:Iteration 18Q (9247.430000 sec): 3 clusters
  Score: Raw -1649433.646806 + Penalty 3155.363241 = -1646278.283565
  nChanged 80
		SP:Iteration 19Q (9247.460000 sec): 3 clusters
  Score: Raw -1649490.250666 + Penalty 3155.363241 = -1646334.887424
  nChanged 65
		SP:Iteration 20F (9247.500000 sec): 3 clusters
  Score: Raw -1649535.078675 + Penalty 3155.363241 = -1646379.715433
  nChanged 55
		SP:Iteration 21Q (9247.530000 sec): 3 clusters
  Score: Raw -1649576.608249 + Penalty 3155.363241 = -1646421.245007
  nChanged 37
		SP:Iteration 22Q (9247.560000 sec): 3 clusters
  Score: Raw -1649600.502444 + Penalty 3155.363241 = -1646445.139203
  nChanged 36
		SP:Iteration 23Q (9247.590000 sec): 3 clusters
  Score: Raw -1649628.847222 + Penalty 3155.363241 = -1646473.483981
  nChanged 37
		SP:Iteration 24Q (9247.620000 sec): 3 clusters
  Score: Raw -1649652.312942 + Penalty 3155.363241 = -1646496.949700
  nChanged 33
		SP:Iteration 25Q (9247.650000 sec): 3 clusters
  Score: Raw -1649672.638726 + Penalty 3155.363241 = -1646517.275485
  nChanged 26
		SP:Iteration 26Q (9247.680000 sec): 3 clusters
  Score: Raw -1649689.024942 + Penalty 3155.363241 = -1646533.661701
  nChanged 25
		SP:Iteration 27Q (9247.700000 sec): 3 clusters
  Score: Raw -1649702.508948 + Penalty 3155.363241 = -1646547.145706
  nChanged 18
		SP:Iteration 28Q (9247.730000 sec): 3 clusters
  Score: Raw -1649713.583189 + Penalty 3155.363241 = -1646558.219947
  nChanged 8
		SP:Iteration 29Q (9247.760000 sec): 3 clusters
  Score: Raw -1649717.782629 + Penalty 3155.363241 = -1646562.419388
  nChanged 4
		SP:Iteration 30Q (9247.790000 sec): 3 clusters
  Score: Raw -1649720.061558 + Penalty 3155.363241 = -1646564.698317
  nChanged 1
		SP:Iteration 31Q (9247.820000 sec): 3 clusters
  Score: Raw -1649720.704456 + Penalty 3155.363241 = -1646565.341214
  nChanged 0
		SP:Iteration 32F (9247.860000 sec): 3 clusters
  Score: Raw -1649720.704456 + Penalty 3155.363241 = -1646565.341214
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9247.870000 sec): 2 clusters
  Score: Raw -188842.638368 + Penalty 1228.597689 = -187614.040679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9247.880000 sec): 3 clusters
  Score: Raw -188060.353841 + Penalty 2457.195378 = -185603.158463
  nChanged 672
		SP:Iteration 1F (9247.880000 sec): 3 clusters
  Score: Raw -188516.078885 + Penalty 2457.195378 = -186058.883507
  nChanged 160
		SP:Iteration 2F (9247.880000 sec): 3 clusters
  Score: Raw -188660.479938 + Penalty 2457.195378 = -186203.284560
  nChanged 102
		SP:Iteration 3F (9247.890000 sec): 3 clusters
  Score: Raw -188743.548246 + Penalty 2457.195378 = -186286.352868
  nChanged 71
		SP:Iteration 4Q (9247.890000 sec): 3 clusters
  Score: Raw -188796.555930 + Penalty 2457.195378 = -186339.360553
  nChanged 59
		SP:Iteration 5Q (9247.900000 sec): 3 clusters
  Score: Raw -188845.123940 + Penalty 2457.195378 = -186387.928562
  nChanged 50
		SP:Iteration 6Q (9247.900000 sec): 3 clusters
  Score: Raw -188880.345775 + Penalty 2457.195378 = -186423.150397
  nChanged 44
		SP:Iteration 7Q (9247.910000 sec): 3 clusters
  Score: Raw -188911.966249 + Penalty 2457.195378 = -186454.770871
  nChanged 38
		SP:Iteration 8Q (9247.910000 sec): 3 clusters
  Score: Raw -188935.013407 + Penalty 2457.195378 = -186477.818029
  nChanged 37
		SP:Iteration 9Q (9247.920000 sec): 3 clusters
  Score: Raw -188957.624197 + Penalty 2457.195378 = -186500.428819
  nChanged 33
		SP:Iteration 10Q (9247.920000 sec): 3 clusters
  Score: Raw -188973.913890 + Penalty 2457.195378 = -186516.718512
  nChanged 16
		SP:Iteration 11Q (9247.920000 sec): 3 clusters
  Score: Raw -188982.528135 + Penalty 2457.195378 = -186525.332757
  nChanged 16
		SP:Iteration 12Q (9247.930000 sec): 3 clusters
  Score: Raw -188992.223584 + Penalty 2457.195378 = -186535.028206
  nChanged 18
		SP:Iteration 13Q (9247.930000 sec): 3 clusters
  Score: Raw -189004.250263 + Penalty 2457.195378 = -186547.054885
  nChanged 17
		SP:Iteration 14Q (9247.940000 sec): 3 clusters
  Score: Raw -189015.130300 + Penalty 2457.195378 = -186557.934922
  nChanged 13
		SP:Iteration 15Q (9247.940000 sec): 3 clusters
  Score: Raw -189022.530595 + Penalty 2457.195378 = -186565.335218
  nChanged 10
		SP:Iteration 16Q (9247.940000 sec): 3 clusters
  Score: Raw -189026.486589 + Penalty 2457.195378 = -186569.291211
  nChanged 11
		SP:Iteration 17Q (9247.950000 sec): 3 clusters
  Score: Raw -189030.630379 + Penalty 2457.195378 = -186573.435001
  nChanged 13
		SP:Iteration 18Q (9247.950000 sec): 3 clusters
  Score: Raw -189037.279563 + Penalty 2457.195378 = -186580.084186
  nChanged 14
		SP:Iteration 19Q (9247.960000 sec): 3 clusters
  Score: Raw -189044.136899 + Penalty 2457.195378 = -186586.941522
  nChanged 16
		SP:Iteration 20F (9247.960000 sec): 3 clusters
  Score: Raw -189050.355341 + Penalty 2457.195378 = -186593.159963
  nChanged 10
		SP:Iteration 21Q (9247.970000 sec): 3 clusters
  Score: Raw -189055.184009 + Penalty 2457.195378 = -186597.988631
  nChanged 13
		SP:Iteration 22Q (9247.970000 sec): 3 clusters
  Score: Raw -189060.887835 + Penalty 2457.195378 = -186603.692457
  nChanged 9
		SP:Iteration 23Q (9247.980000 sec): 3 clusters
  Score: Raw -189064.963027 + Penalty 2457.195378 = -186607.767649
  nChanged 6
		SP:Iteration 24Q (9247.980000 sec): 3 clusters
  Score: Raw -189069.819392 + Penalty 2457.195378 = -186612.624014
  nChanged 8
		SP:Iteration 25Q (9247.980000 sec): 3 clusters
  Score: Raw -189075.607962 + Penalty 2457.195378 = -186618.412584
  nChanged 8
		SP:Iteration 26Q (9247.990000 sec): 3 clusters
  Score: Raw -189080.678063 + Penalty 2457.195378 = -186623.482686
  nChanged 10
		SP:Iteration 27Q (9247.990000 sec): 3 clusters
  Score: Raw -189087.773952 + Penalty 2457.195378 = -186630.578574
  nChanged 12
		SP:Iteration 28Q (9248.000000 sec): 3 clusters
  Score: Raw -189093.858352 + Penalty 2457.195378 = -186636.662974
  nChanged 6
		SP:Iteration 29Q (9248.000000 sec): 3 clusters
  Score: Raw -189096.431714 + Penalty 2457.195378 = -186639.236336
  nChanged 5
		SP:Iteration 30Q (9248.000000 sec): 3 clusters
  Score: Raw -189097.604341 + Penalty 2457.195378 = -186640.408963
  nChanged 2
		SP:Iteration 31Q (9248.010000 sec): 3 clusters
  Score: Raw -189097.805260 + Penalty 2457.195378 = -186640.609882
  nChanged 0
		SP:Iteration 32F (9248.010000 sec): 3 clusters
  Score: Raw -189097.805260 + Penalty 2457.195378 = -186640.609882
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9248.020000 sec): 2 clusters
  Score: Raw -65704.697026 + Penalty 1065.707143 = -64638.989884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9248.020000 sec): 3 clusters
  Score: Raw -65596.471389 + Penalty 2131.414286 = -63465.057103
  nChanged 195
		SP:Iteration 1F (9248.020000 sec): 3 clusters
  Score: Raw -65881.583269 + Penalty 2131.414286 = -63750.168983
  nChanged 53
		SP:Iteration 2F (9248.020000 sec): 3 clusters
  Score: Raw -65988.339652 + Penalty 2131.414286 = -63856.925366
  nChanged 35
		SP:Iteration 3Q (9248.020000 sec): 3 clusters
  Score: Raw -66039.921939 + Penalty 2131.414286 = -63908.507653
  nChanged 18
		SP:Iteration 4Q (9248.030000 sec): 3 clusters
  Score: Raw -66067.273804 + Penalty 2131.414286 = -63935.859518
  nChanged 12
		SP:Iteration 5Q (9248.030000 sec): 3 clusters
  Score: Raw -66085.746087 + Penalty 2131.414286 = -63954.331801
  nChanged 6
		SP:Iteration 6Q (9248.030000 sec): 3 clusters
  Score: Raw -66097.180269 + Penalty 2131.414286 = -63965.765983
  nChanged 4
		SP:Iteration 7Q (9248.030000 sec): 3 clusters
  Score: Raw -66102.985254 + Penalty 2131.414286 = -63971.570968
  nChanged 1
		SP:Iteration 8Q (9248.030000 sec): 3 clusters
  Score: Raw -66104.934985 + Penalty 2131.414286 = -63973.520699
  nChanged 0
		SP:Iteration 9F (9248.040000 sec): 3 clusters
  Score: Raw -66104.934985 + Penalty 2131.414286 = -63973.520699
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9248.050000 sec): 2 clusters
  Score: Raw -493732.255500 + Penalty 1378.893117 = -492353.362383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9248.060000 sec): 3 clusters
  Score: Raw -491225.726076 + Penalty 2757.786234 = -488467.939842
  nChanged 1959
		SP:Iteration 1F (9248.070000 sec): 3 clusters
  Score: Raw -492284.230810 + Penalty 2757.786234 = -489526.444576
  nChanged 336
		SP:Iteration 2F (9248.080000 sec): 3 clusters
  Score: Raw -492450.264213 + Penalty 2757.786234 = -489692.477979
  nChanged 242
		SP:Iteration 3Q (9248.100000 sec): 3 clusters
  Score: Raw -492568.286463 + Penalty 2757.786234 = -489810.500229
  nChanged 190
		SP:Iteration 4Q (9248.110000 sec): 3 clusters
  Score: Raw -492661.681998 + Penalty 2757.786234 = -489903.895764
  nChanged 148
		SP:Iteration 5Q (9248.120000 sec): 3 clusters
  Score: Raw -492742.056322 + Penalty 2757.786234 = -489984.270088
  nChanged 166
		SP:Iteration 6Q (9248.130000 sec): 3 clusters
  Score: Raw -492839.188279 + Penalty 2757.786234 = -490081.402045
  nChanged 158
		SP:Iteration 7Q (9248.140000 sec): 3 clusters
  Score: Raw -492940.230625 + Penalty 2757.786234 = -490182.444391
  nChanged 139
		SP:Iteration 8Q (9248.150000 sec): 3 clusters
  Score: Raw -493025.714023 + Penalty 2757.786234 = -490267.927789
  nChanged 140
		SP:Iteration 9Q (9248.160000 sec): 3 clusters
  Score: Raw -493118.985607 + Penalty 2757.786234 = -490361.199373
  nChanged 134
		SP:Iteration 10Q (9248.170000 sec): 3 clusters
  Score: Raw -493205.163832 + Penalty 2757.786234 = -490447.377598
  nChanged 117
		SP:Iteration 11Q (9248.180000 sec): 3 clusters
  Score: Raw -493279.304713 + Penalty 2757.786234 = -490521.518479
  nChanged 120
		SP:Iteration 12Q (9248.190000 sec): 3 clusters
  Score: Raw -493352.674004 + Penalty 2757.786234 = -490594.887770
  nChanged 111
		SP:Iteration 13Q (9248.200000 sec): 3 clusters
  Score: Raw -493426.944205 + Penalty 2757.786234 = -490669.157971
  nChanged 115
		SP:Iteration 14Q (9248.210000 sec): 3 clusters
  Score: Raw -493495.144406 + Penalty 2757.786234 = -490737.358172
  nChanged 96
		SP:Iteration 15Q (9248.220000 sec): 3 clusters
  Score: Raw -493562.194558 + Penalty 2757.786234 = -490804.408324
  nChanged 89
		SP:Iteration 16Q (9248.230000 sec): 3 clusters
  Score: Raw -493626.515657 + Penalty 2757.786234 = -490868.729423
  nChanged 83
		SP:Iteration 17Q (9248.240000 sec): 3 clusters
  Score: Raw -493680.251279 + Penalty 2757.786234 = -490922.465045
  nChanged 56
		SP:Iteration 18Q (9248.250000 sec): 3 clusters
  Score: Raw -493715.042670 + Penalty 2757.786234 = -490957.256436
  nChanged 43
		SP:Iteration 19Q (9248.260000 sec): 3 clusters
  Score: Raw -493744.434258 + Penalty 2757.786234 = -490986.648024
  nChanged 39
		SP:Iteration 20F (9248.270000 sec): 3 clusters
  Score: Raw -493770.597571 + Penalty 2757.786234 = -491012.811337
  nChanged 29
		SP:Iteration 21Q (9248.280000 sec): 3 clusters
  Score: Raw -493783.687702 + Penalty 2757.786234 = -491025.901468
  nChanged 21
		SP:Iteration 22Q (9248.290000 sec): 3 clusters
  Score: Raw -493797.685830 + Penalty 2757.786234 = -491039.899596
  nChanged 24
		SP:Iteration 23Q (9248.300000 sec): 3 clusters
  Score: Raw -493814.573338 + Penalty 2757.786234 = -491056.787104
  nChanged 18
		SP:Iteration 24Q (9248.310000 sec): 3 clusters
  Score: Raw -493824.968116 + Penalty 2757.786234 = -491067.181882
  nChanged 18
		SP:Iteration 25Q (9248.320000 sec): 3 clusters
  Score: Raw -493833.480823 + Penalty 2757.786234 = -491075.694589
  nChanged 8
		SP:Iteration 26Q (9248.330000 sec): 3 clusters
  Score: Raw -493838.387006 + Penalty 2757.786234 = -491080.600772
  nChanged 7
		SP:Iteration 27Q (9248.340000 sec): 3 clusters
  Score: Raw -493842.847155 + Penalty 2757.786234 = -491085.060921
  nChanged 7
		SP:Iteration 28Q (9248.350000 sec): 3 clusters
  Score: Raw -493848.333130 + Penalty 2757.786234 = -491090.546896
  nChanged 9
		SP:Iteration 29Q (9248.360000 sec): 3 clusters
  Score: Raw -493854.873601 + Penalty 2757.786234 = -491097.087367
  nChanged 6
		SP:Iteration 30Q (9248.360000 sec): 3 clusters
  Score: Raw -493858.599148 + Penalty 2757.786234 = -491100.812914
  nChanged 8
		SP:Iteration 31Q (9248.380000 sec): 3 clusters
  Score: Raw -493866.294343 + Penalty 2757.786234 = -491108.508109
  nChanged 12
		SP:Iteration 32Q (9248.380000 sec): 3 clusters
  Score: Raw -493874.956062 + Penalty 2757.786234 = -491117.169828
  nChanged 12
		SP:Iteration 33Q (9248.390000 sec): 3 clusters
  Score: Raw -493884.322974 + Penalty 2757.786234 = -491126.536740
  nChanged 10
		SP:Iteration 34Q (9248.400000 sec): 3 clusters
  Score: Raw -493890.512040 + Penalty 2757.786234 = -491132.725806
  nChanged 14
		SP:Iteration 35Q (9248.410000 sec): 3 clusters
  Score: Raw -493897.257444 + Penalty 2757.786234 = -491139.471210
  nChanged 6
		SP:Iteration 36Q (9248.420000 sec): 3 clusters
  Score: Raw -493900.990949 + Penalty 2757.786234 = -491143.204715
  nChanged 6
		SP:Iteration 37Q (9248.430000 sec): 3 clusters
  Score: Raw -493904.259112 + Penalty 2757.786234 = -491146.472878
  nChanged 5
		SP:Iteration 38Q (9248.440000 sec): 3 clusters
  Score: Raw -493905.770577 + Penalty 2757.786234 = -491147.984343
  nChanged 2
		SP:Iteration 39Q (9248.440000 sec): 3 clusters
  Score: Raw -493906.500374 + Penalty 2757.786234 = -491148.714140
  nChanged 1
		SP:Iteration 40F (9248.460000 sec): 3 clusters
  Score: Raw -493906.786503 + Penalty 2757.786234 = -491149.000269
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9248.460000 sec): 2 clusters
  Score: Raw -179683.072888 + Penalty 1213.168988 = -178469.903900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9248.470000 sec): 3 clusters
  Score: Raw -178944.807696 + Penalty 2426.337976 = -176518.469720
  nChanged 581
		SP:Iteration 1F (9248.470000 sec): 3 clusters
  Score: Raw -179350.620768 + Penalty 2426.337976 = -176924.282792
  nChanged 152
		SP:Iteration 2F (9248.480000 sec): 3 clusters
  Score: Raw -179457.169546 + Penalty 2426.337976 = -177030.831570
  nChanged 78
		SP:Iteration 3Q (9248.480000 sec): 3 clusters
  Score: Raw -179518.355674 + Penalty 2426.337976 = -177092.017698
  nChanged 51
		SP:Iteration 4Q (9248.480000 sec): 3 clusters
  Score: Raw -179572.699108 + Penalty 2426.337976 = -177146.361133
  nChanged 54
		SP:Iteration 5Q (9248.490000 sec): 3 clusters
  Score: Raw -179632.731444 + Penalty 2426.337976 = -177206.393468
  nChanged 51
		SP:Iteration 6Q (9248.490000 sec): 3 clusters
  Score: Raw -179673.196839 + Penalty 2426.337976 = -177246.858863
  nChanged 43
		SP:Iteration 7Q (9248.500000 sec): 3 clusters
  Score: Raw -179703.899095 + Penalty 2426.337976 = -177277.561119
  nChanged 32
		SP:Iteration 8Q (9248.500000 sec): 3 clusters
  Score: Raw -179729.674428 + Penalty 2426.337976 = -177303.336452
  nChanged 28
		SP:Iteration 9Q (9248.500000 sec): 3 clusters
  Score: Raw -179747.796630 + Penalty 2426.337976 = -177321.458654
  nChanged 23
		SP:Iteration 10Q (9248.510000 sec): 3 clusters
  Score: Raw -179766.978651 + Penalty 2426.337976 = -177340.640676
  nChanged 20
		SP:Iteration 11Q (9248.510000 sec): 3 clusters
  Score: Raw -179782.190560 + Penalty 2426.337976 = -177355.852584
  nChanged 23
		SP:Iteration 12Q (9248.520000 sec): 3 clusters
  Score: Raw -179795.512301 + Penalty 2426.337976 = -177369.174325
  nChanged 13
		SP:Iteration 13Q (9248.520000 sec): 3 clusters
  Score: Raw -179803.378054 + Penalty 2426.337976 = -177377.040078
  nChanged 9
		SP:Iteration 14Q (9248.520000 sec): 3 clusters
  Score: Raw -179809.735364 + Penalty 2426.337976 = -177383.397389
  nChanged 9
		SP:Iteration 15Q (9248.530000 sec): 3 clusters
  Score: Raw -179816.302436 + Penalty 2426.337976 = -177389.964460
  nChanged 10
		SP:Iteration 16Q (9248.530000 sec): 3 clusters
  Score: Raw -179821.835913 + Penalty 2426.337976 = -177395.497937
  nChanged 8
		SP:Iteration 17Q (9248.540000 sec): 3 clusters
  Score: Raw -179825.376867 + Penalty 2426.337976 = -177399.038891
  nChanged 7
		SP:Iteration 18Q (9248.540000 sec): 3 clusters
  Score: Raw -179828.337961 + Penalty 2426.337976 = -177401.999986
  nChanged 10
		SP:Iteration 19Q (9248.540000 sec): 3 clusters
  Score: Raw -179833.135720 + Penalty 2426.337976 = -177406.797744
  nChanged 7
		SP:Iteration 20F (9248.550000 sec): 3 clusters
  Score: Raw -179836.624312 + Penalty 2426.337976 = -177410.286336
  nChanged 3
		SP:Iteration 21Q (9248.550000 sec): 3 clusters
  Score: Raw -179838.116031 + Penalty 2426.337976 = -177411.778055
  nChanged 5
		SP:Iteration 22Q (9248.560000 sec): 3 clusters
  Score: Raw -179841.149544 + Penalty 2426.337976 = -177414.811568
  nChanged 7
		SP:Iteration 23Q (9248.560000 sec): 3 clusters
  Score: Raw -179845.960441 + Penalty 2426.337976 = -177419.622465
  nChanged 9
		SP:Iteration 24Q (9248.560000 sec): 3 clusters
  Score: Raw -179850.054945 + Penalty 2426.337976 = -177423.716970
  nChanged 6
		SP:Iteration 25Q (9248.560000 sec): 3 clusters
  Score: Raw -179853.472116 + Penalty 2426.337976 = -177427.134140
  nChanged 3
		SP:Iteration 26Q (9248.570000 sec): 3 clusters
  Score: Raw -179854.668789 + Penalty 2426.337976 = -177428.330813
  nChanged 3
		SP:Iteration 27Q (9248.570000 sec): 3 clusters
  Score: Raw -179857.215854 + Penalty 2426.337976 = -177430.877878
  nChanged 3
		SP:Iteration 28Q (9248.580000 sec): 3 clusters
  Score: Raw -179858.704718 + Penalty 2426.337976 = -177432.366742
  nChanged 1
		SP:Iteration 29Q (9248.580000 sec): 3 clusters
  Score: Raw -179859.331825 + Penalty 2426.337976 = -177432.993849
  nChanged 1
		SP:Iteration 30Q (9248.580000 sec): 3 clusters
  Score: Raw -179859.549979 + Penalty 2426.337976 = -177433.212003
  nChanged 0
		SP:Iteration 31F (9248.590000 sec): 3 clusters
  Score: Raw -179859.549979 + Penalty 2426.337976 = -177433.212003
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9248.600000 sec): 2 clusters
  Score: Raw -291098.112978 + Penalty 1310.605596 = -289787.507382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9248.610000 sec): 3 clusters
  Score: Raw -289618.914268 + Penalty 2621.211193 = -286997.703076
  nChanged 1250
		SP:Iteration 1F (9248.620000 sec): 3 clusters
  Score: Raw -290528.609272 + Penalty 2621.211193 = -287907.398079
  nChanged 298
		SP:Iteration 2F (9248.620000 sec): 3 clusters
  Score: Raw -290812.295709 + Penalty 2621.211193 = -288191.084516
  nChanged 236
		SP:Iteration 3F (9248.630000 sec): 3 clusters
  Score: Raw -291049.535048 + Penalty 2621.211193 = -288428.323855
  nChanged 202
		SP:Iteration 4F (9248.640000 sec): 3 clusters
  Score: Raw -291260.548496 + Penalty 2621.211193 = -288639.337303
  nChanged 172
		SP:Iteration 5F (9248.640000 sec): 3 clusters
  Score: Raw -291405.855418 + Penalty 2621.211193 = -288784.644225
  nChanged 144
		SP:Iteration 6Q (9248.650000 sec): 3 clusters
  Score: Raw -291543.457087 + Penalty 2621.211193 = -288922.245894
  nChanged 120
		SP:Iteration 7Q (9248.660000 sec): 3 clusters
  Score: Raw -291637.732821 + Penalty 2621.211193 = -289016.521628
  nChanged 91
		SP:Iteration 8Q (9248.660000 sec): 3 clusters
  Score: Raw -291706.488370 + Penalty 2621.211193 = -289085.277177
  nChanged 63
		SP:Iteration 9Q (9248.670000 sec): 3 clusters
  Score: Raw -291740.926016 + Penalty 2621.211193 = -289119.714823
  nChanged 53
		SP:Iteration 10Q (9248.680000 sec): 3 clusters
  Score: Raw -291765.191211 + Penalty 2621.211193 = -289143.980018
  nChanged 33
		SP:Iteration 11Q (9248.690000 sec): 3 clusters
  Score: Raw -291780.284567 + Penalty 2621.211193 = -289159.073374
  nChanged 28
		SP:Iteration 12Q (9248.690000 sec): 3 clusters
  Score: Raw -291790.827991 + Penalty 2621.211193 = -289169.616798
  nChanged 17
		SP:Iteration 13Q (9248.700000 sec): 3 clusters
  Score: Raw -291796.091389 + Penalty 2621.211193 = -289174.880196
  nChanged 16
		SP:Iteration 14Q (9248.710000 sec): 3 clusters
  Score: Raw -291800.280545 + Penalty 2621.211193 = -289179.069352
  nChanged 14
		SP:Iteration 15Q (9248.710000 sec): 3 clusters
  Score: Raw -291805.682225 + Penalty 2621.211193 = -289184.471033
  nChanged 15
		SP:Iteration 16Q (9248.720000 sec): 3 clusters
  Score: Raw -291812.375832 + Penalty 2621.211193 = -289191.164639
  nChanged 23
		SP:Iteration 17Q (9248.730000 sec): 3 clusters
  Score: Raw -291821.447154 + Penalty 2621.211193 = -289200.235961
  nChanged 19
		SP:Iteration 18Q (9248.740000 sec): 3 clusters
  Score: Raw -291827.729702 + Penalty 2621.211193 = -289206.518509
  nChanged 19
		SP:Iteration 19Q (9248.740000 sec): 3 clusters
  Score: Raw -291832.833271 + Penalty 2621.211193 = -289211.622078
  nChanged 11
		SP:Iteration 20F (9248.750000 sec): 3 clusters
  Score: Raw -291837.440516 + Penalty 2621.211193 = -289216.229323
  nChanged 7
		SP:Iteration 21Q (9248.760000 sec): 3 clusters
  Score: Raw -291839.131412 + Penalty 2621.211193 = -289217.920219
  nChanged 1
		SP:Iteration 22Q (9248.760000 sec): 3 clusters
  Score: Raw -291839.423281 + Penalty 2621.211193 = -289218.212088
  nChanged 1
		SP:Iteration 23Q (9248.770000 sec): 3 clusters
  Score: Raw -291839.563761 + Penalty 2621.211193 = -289218.352568
  nChanged 0
		SP:Iteration 24F (9248.780000 sec): 3 clusters
  Score: Raw -291839.563761 + Penalty 2621.211193 = -289218.352568
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9248.980000 sec): 2 clusters
  Score: Raw -7006559.924680 + Penalty 1809.339874 = -7004750.584806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9249.160000 sec): 3 clusters
  Score: Raw -6962542.897811 + Penalty 3618.679748 = -6958924.218063
  nChanged 32367
		SP:Iteration 1F (9249.330000 sec): 3 clusters
  Score: Raw -6980578.536407 + Penalty 3618.679748 = -6976959.856659
  nChanged 2171
		SP:Iteration 2Q (9249.510000 sec): 3 clusters
  Score: Raw -6981090.726451 + Penalty 3618.679748 = -6977472.046703
  nChanged 2237
		SP:Iteration 3Q (9249.690000 sec): 3 clusters
  Score: Raw -6981650.910385 + Penalty 3618.679748 = -6978032.230636
  nChanged 2290
		SP:Iteration 4Q (9249.870000 sec): 3 clusters
  Score: Raw -6982315.466073 + Penalty 3618.679748 = -6978696.786325
  nChanged 2492
		SP:Iteration 5Q (9250.050000 sec): 3 clusters
  Score: Raw -6983139.118902 + Penalty 3618.679748 = -6979520.439154
  nChanged 2716
		SP:Iteration 6Q (9250.230000 sec): 3 clusters
  Score: Raw -6984196.063994 + Penalty 3618.679748 = -6980577.384245
  nChanged 2949
		SP:Iteration 7Q (9250.410000 sec): 3 clusters
  Score: Raw -6985552.218983 + Penalty 3618.679748 = -6981933.539235
  nChanged 3159
		SP:Iteration 8Q (9250.590000 sec): 3 clusters
  Score: Raw -6987307.210055 + Penalty 3618.679748 = -6983688.530307
  nChanged 3477
		SP:Iteration 9F (9250.760000 sec): 3 clusters
  Score: Raw -6989486.443242 + Penalty 3618.679748 = -6985867.763494
  nChanged 3751
		SP:Iteration 10F (9250.930000 sec): 3 clusters
  Score: Raw -6992033.066346 + Penalty 3618.679748 = -6988414.386598
  nChanged 3931
		SP:Iteration 11F (9251.100000 sec): 3 clusters
  Score: Raw -6994830.820838 + Penalty 3618.679748 = -6991212.141090
  nChanged 3931
		SP:Iteration 12F (9251.280000 sec): 3 clusters
  Score: Raw -6997528.727848 + Penalty 3618.679748 = -6993910.048100
  nChanged 3667
		SP:Iteration 13F (9251.450000 sec): 3 clusters
  Score: Raw -7000023.889266 + Penalty 3618.679748 = -6996405.209518
  nChanged 3176
		SP:Iteration 14Q (9251.600000 sec): 3 clusters
  Score: Raw -7002129.679747 + Penalty 3618.679748 = -6998510.999998
  nChanged 2505
		SP:Iteration 15Q (9251.760000 sec): 3 clusters
  Score: Raw -7003756.522241 + Penalty 3618.679748 = -7000137.842492
  nChanged 1800
		SP:Iteration 16Q (9251.900000 sec): 3 clusters
  Score: Raw -7004893.317745 + Penalty 3618.679748 = -7001274.637997
  nChanged 1165
		SP:Iteration 17Q (9252.040000 sec): 3 clusters
  Score: Raw -7005605.331202 + Penalty 3618.679748 = -7001986.651454
  nChanged 726
		SP:Iteration 18Q (9252.180000 sec): 3 clusters
  Score: Raw -7006036.758001 + Penalty 3618.679748 = -7002418.078252
  nChanged 444
		SP:Iteration 19Q (9252.300000 sec): 3 clusters
  Score: Raw -7006302.918806 + Penalty 3618.679748 = -7002684.239058
  nChanged 293
		SP:Iteration 20F (9252.470000 sec): 3 clusters
  Score: Raw -7006476.677850 + Penalty 3618.679748 = -7002857.998101
  nChanged 185
		SP:Iteration 21Q (9252.600000 sec): 3 clusters
  Score: Raw -7006593.293514 + Penalty 3618.679748 = -7002974.613766
  nChanged 128
		SP:Iteration 22Q (9252.720000 sec): 3 clusters
  Score: Raw -7006682.726734 + Penalty 3618.679748 = -7003064.046986
  nChanged 91
		SP:Iteration 23Q (9252.840000 sec): 3 clusters
  Score: Raw -7006748.377453 + Penalty 3618.679748 = -7003129.697705
  nChanged 64
		SP:Iteration 24Q (9252.960000 sec): 3 clusters
  Score: Raw -7006791.069650 + Penalty 3618.679748 = -7003172.389902
  nChanged 42
		SP:Iteration 25Q (9253.080000 sec): 3 clusters
  Score: Raw -7006821.160605 + Penalty 3618.679748 = -7003202.480857
  nChanged 27
		SP:Iteration 26Q (9253.200000 sec): 3 clusters
  Score: Raw -7006842.038369 + Penalty 3618.679748 = -7003223.358621
  nChanged 24
		SP:Iteration 27Q (9253.320000 sec): 3 clusters
  Score: Raw -7006856.780334 + Penalty 3618.679748 = -7003238.100586
  nChanged 14
		SP:Iteration 28Q (9253.440000 sec): 3 clusters
  Score: Raw -7006866.520317 + Penalty 3618.679748 = -7003247.840568
  nChanged 9
		SP:Iteration 29Q (9253.550000 sec): 3 clusters
  Score: Raw -7006871.366038 + Penalty 3618.679748 = -7003252.686290
  nChanged 8
		SP:Iteration 30Q (9253.670000 sec): 3 clusters
  Score: Raw -7006876.085162 + Penalty 3618.679748 = -7003257.405413
  nChanged 8
		SP:Iteration 31Q (9253.790000 sec): 3 clusters
  Score: Raw -7006881.598147 + Penalty 3618.679748 = -7003262.918399
  nChanged 3
		SP:Iteration 32Q (9253.900000 sec): 3 clusters
  Score: Raw -7006884.026295 + Penalty 3618.679748 = -7003265.346546
  nChanged 1
		SP:Iteration 33Q (9254.020000 sec): 3 clusters
  Score: Raw -7006884.923151 + Penalty 3618.679748 = -7003266.243403
  nChanged 1
		SP:Iteration 34Q (9254.140000 sec): 3 clusters
  Score: Raw -7006885.764786 + Penalty 3618.679748 = -7003267.085038
  nChanged 4
		SP:Iteration 35Q (9254.260000 sec): 3 clusters
  Score: Raw -7006888.768918 + Penalty 3618.679748 = -7003270.089170
  nChanged 3
		SP:Iteration 36Q (9254.380000 sec): 3 clusters
  Score: Raw -7006891.902340 + Penalty 3618.679748 = -7003273.222591
  nChanged 4
		SP:Iteration 37Q (9254.490000 sec): 3 clusters
  Score: Raw -7006894.588853 + Penalty 3618.679748 = -7003275.909105
  nChanged 5
		SP:Iteration 38Q (9254.610000 sec): 3 clusters
  Score: Raw -7006898.185560 + Penalty 3618.679748 = -7003279.505812
  nChanged 2
		SP:Iteration 39Q (9254.730000 sec): 3 clusters
  Score: Raw -7006899.298373 + Penalty 3618.679748 = -7003280.618624
  nChanged 2
		SP:Iteration 40F (9254.900000 sec): 3 clusters
  Score: Raw -7006900.445040 + Penalty 3618.679748 = -7003281.765291
  nChanged 1
		SP:Iteration 41Q (9255.010000 sec): 3 clusters
  Score: Raw -7006901.236607 + Penalty 3618.679748 = -7003282.556859
  nChanged 1
		SP:Iteration 42Q (9255.130000 sec): 3 clusters
  Score: Raw -7006901.582000 + Penalty 3618.679748 = -7003282.902252
  nChanged 0
		SP:Iteration 43F (9255.300000 sec): 3 clusters
  Score: Raw -7006901.582000 + Penalty 3618.679748 = -7003282.902252
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9255.340000 sec): 2 clusters
  Score: Raw -132342.621628 + Penalty 1205.454384 = -131137.167244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9255.340000 sec): 3 clusters
  Score: Raw -131711.186888 + Penalty 2410.908767 = -129300.278120
  nChanged 555
		SP:Iteration 1F (9255.340000 sec): 3 clusters
  Score: Raw -132165.252729 + Penalty 2410.908767 = -129754.343962
  nChanged 156
		SP:Iteration 2F (9255.350000 sec): 3 clusters
  Score: Raw -132318.553687 + Penalty 2410.908767 = -129907.644920
  nChanged 104
		SP:Iteration 3F (9255.350000 sec): 3 clusters
  Score: Raw -132462.089573 + Penalty 2410.908767 = -130051.180806
  nChanged 96
		SP:Iteration 4F (9255.360000 sec): 3 clusters
  Score: Raw -132592.212197 + Penalty 2410.908767 = -130181.303430
  nChanged 79
		SP:Iteration 5Q (9255.360000 sec): 3 clusters
  Score: Raw -132691.563852 + Penalty 2410.908767 = -130280.655085
  nChanged 65
		SP:Iteration 6Q (9255.360000 sec): 3 clusters
  Score: Raw -132765.469495 + Penalty 2410.908767 = -130354.560728
  nChanged 46
		SP:Iteration 7Q (9255.370000 sec): 3 clusters
  Score: Raw -132815.272077 + Penalty 2410.908767 = -130404.363310
  nChanged 34
		SP:Iteration 8Q (9255.370000 sec): 3 clusters
  Score: Raw -132846.302189 + Penalty 2410.908767 = -130435.393422
  nChanged 29
		SP:Iteration 9Q (9255.380000 sec): 3 clusters
  Score: Raw -132871.452481 + Penalty 2410.908767 = -130460.543714
  nChanged 22
		SP:Iteration 10Q (9255.380000 sec): 3 clusters
  Score: Raw -132889.419176 + Penalty 2410.908767 = -130478.510408
  nChanged 15
		SP:Iteration 11Q (9255.380000 sec): 3 clusters
  Score: Raw -132898.701470 + Penalty 2410.908767 = -130487.792702
  nChanged 13
		SP:Iteration 12Q (9255.380000 sec): 3 clusters
  Score: Raw -132907.623632 + Penalty 2410.908767 = -130496.714864
  nChanged 11
		SP:Iteration 13Q (9255.390000 sec): 3 clusters
  Score: Raw -132912.999663 + Penalty 2410.908767 = -130502.090896
  nChanged 6
		SP:Iteration 14Q (9255.390000 sec): 3 clusters
  Score: Raw -132916.211049 + Penalty 2410.908767 = -130505.302281
  nChanged 6
		SP:Iteration 15Q (9255.400000 sec): 3 clusters
  Score: Raw -132919.649229 + Penalty 2410.908767 = -130508.740462
  nChanged 3
		SP:Iteration 16Q (9255.400000 sec): 3 clusters
  Score: Raw -132922.450669 + Penalty 2410.908767 = -130511.541901
  nChanged 6
		SP:Iteration 17Q (9255.400000 sec): 3 clusters
  Score: Raw -132925.475545 + Penalty 2410.908767 = -130514.566777
  nChanged 5
		SP:Iteration 18Q (9255.410000 sec): 3 clusters
  Score: Raw -132931.008790 + Penalty 2410.908767 = -130520.100023
  nChanged 5
		SP:Iteration 19Q (9255.410000 sec): 3 clusters
  Score: Raw -132932.933998 + Penalty 2410.908767 = -130522.025231
  nChanged 5
		SP:Iteration 20F (9255.410000 sec): 3 clusters
  Score: Raw -132934.707394 + Penalty 2410.908767 = -130523.798626
  nChanged 3
		SP:Iteration 21Q (9255.420000 sec): 3 clusters
  Score: Raw -132935.517908 + Penalty 2410.908767 = -130524.609141
  nChanged 2
		SP:Iteration 22Q (9255.420000 sec): 3 clusters
  Score: Raw -132936.615781 + Penalty 2410.908767 = -130525.707013
  nChanged 3
		SP:Iteration 23Q (9255.420000 sec): 3 clusters
  Score: Raw -132939.265368 + Penalty 2410.908767 = -130528.356600
  nChanged 6
		SP:Iteration 24Q (9255.430000 sec): 3 clusters
  Score: Raw -132944.686952 + Penalty 2410.908767 = -130533.778184
  nChanged 3
		SP:Iteration 25Q (9255.430000 sec): 3 clusters
  Score: Raw -132946.628588 + Penalty 2410.908767 = -130535.719820
  nChanged 0
		SP:Iteration 26F (9255.440000 sec): 3 clusters
  Score: Raw -132946.628588 + Penalty 2410.908767 = -130535.719820
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9255.440000 sec): 2 clusters
  Score: Raw -245207.983135 + Penalty 1282.766085 = -243925.217050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9255.450000 sec): 3 clusters
  Score: Raw -243968.356649 + Penalty 2565.532170 = -241402.824479
  nChanged 999
		SP:Iteration 1F (9255.460000 sec): 3 clusters
  Score: Raw -244620.370490 + Penalty 2565.532170 = -242054.838320
  nChanged 243
		SP:Iteration 2F (9255.460000 sec): 3 clusters
  Score: Raw -244823.041392 + Penalty 2565.532170 = -242257.509222
  nChanged 164
		SP:Iteration 3F (9255.470000 sec): 3 clusters
  Score: Raw -244969.447651 + Penalty 2565.532170 = -242403.915481
  nChanged 125
		SP:Iteration 4Q (9255.480000 sec): 3 clusters
  Score: Raw -245074.445503 + Penalty 2565.532170 = -242508.913333
  nChanged 110
		SP:Iteration 5Q (9255.480000 sec): 3 clusters
  Score: Raw -245164.255862 + Penalty 2565.532170 = -242598.723692
  nChanged 110
		SP:Iteration 6Q (9255.490000 sec): 3 clusters
  Score: Raw -245284.735887 + Penalty 2565.532170 = -242719.203717
  nChanged 122
		SP:Iteration 7Q (9255.500000 sec): 3 clusters
  Score: Raw -245407.463316 + Penalty 2565.532170 = -242841.931146
  nChanged 108
		SP:Iteration 8Q (9255.500000 sec): 3 clusters
  Score: Raw -245496.330349 + Penalty 2565.532170 = -242930.798180
  nChanged 90
		SP:Iteration 9Q (9255.510000 sec): 3 clusters
  Score: Raw -245572.953958 + Penalty 2565.532170 = -243007.421788
  nChanged 89
		SP:Iteration 10Q (9255.510000 sec): 3 clusters
  Score: Raw -245655.703098 + Penalty 2565.532170 = -243090.170928
  nChanged 75
		SP:Iteration 11Q (9255.520000 sec): 3 clusters
  Score: Raw -245725.158780 + Penalty 2565.532170 = -243159.626610
  nChanged 64
		SP:Iteration 12Q (9255.520000 sec): 3 clusters
  Score: Raw -245784.873058 + Penalty 2565.532170 = -243219.340889
  nChanged 51
		SP:Iteration 13Q (9255.530000 sec): 3 clusters
  Score: Raw -245826.720927 + Penalty 2565.532170 = -243261.188757
  nChanged 41
		SP:Iteration 14Q (9255.540000 sec): 3 clusters
  Score: Raw -245865.291779 + Penalty 2565.532170 = -243299.759609
  nChanged 42
		SP:Iteration 15Q (9255.540000 sec): 3 clusters
  Score: Raw -245916.285576 + Penalty 2565.532170 = -243350.753406
  nChanged 47
		SP:Iteration 16Q (9255.550000 sec): 3 clusters
  Score: Raw -245972.576316 + Penalty 2565.532170 = -243407.044146
  nChanged 44
		SP:Iteration 17Q (9255.550000 sec): 3 clusters
  Score: Raw -246025.606490 + Penalty 2565.532170 = -243460.074320
  nChanged 37
		SP:Iteration 18Q (9255.560000 sec): 3 clusters
  Score: Raw -246060.270221 + Penalty 2565.532170 = -243494.738051
  nChanged 29
		SP:Iteration 19Q (9255.560000 sec): 3 clusters
  Score: Raw -246078.061167 + Penalty 2565.532170 = -243512.528997
  nChanged 25
		SP:Iteration 20F (9255.570000 sec): 3 clusters
  Score: Raw -246095.860911 + Penalty 2565.532170 = -243530.328741
  nChanged 26
		SP:Iteration 21Q (9255.580000 sec): 3 clusters
  Score: Raw -246108.990986 + Penalty 2565.532170 = -243543.458816
  nChanged 19
		SP:Iteration 22Q (9255.580000 sec): 3 clusters
  Score: Raw -246124.995820 + Penalty 2565.532170 = -243559.463650
  nChanged 25
		SP:Iteration 23Q (9255.590000 sec): 3 clusters
  Score: Raw -246137.962374 + Penalty 2565.532170 = -243572.430204
  nChanged 15
		SP:Iteration 24Q (9255.590000 sec): 3 clusters
  Score: Raw -246147.220566 + Penalty 2565.532170 = -243581.688396
  nChanged 10
		SP:Iteration 25Q (9255.600000 sec): 3 clusters
  Score: Raw -246151.087375 + Penalty 2565.532170 = -243585.555205
  nChanged 7
		SP:Iteration 26Q (9255.600000 sec): 3 clusters
  Score: Raw -246154.092999 + Penalty 2565.532170 = -243588.560829
  nChanged 1
		SP:Iteration 27Q (9255.610000 sec): 3 clusters
  Score: Raw -246154.577017 + Penalty 2565.532170 = -243589.044847
  nChanged 2
		SP:Iteration 28Q (9255.610000 sec): 3 clusters
  Score: Raw -246154.921213 + Penalty 2565.532170 = -243589.389044
  nChanged 0
		SP:Iteration 29F (9255.620000 sec): 3 clusters
  Score: Raw -246154.921213 + Penalty 2565.532170 = -243589.389044
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9255.640000 sec): 2 clusters
  Score: Raw -533775.041506 + Penalty 1399.826984 = -532375.214522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9255.650000 sec): 3 clusters
  Score: Raw -530892.680882 + Penalty 2799.653968 = -528093.026914
  nChanged 2278
		SP:Iteration 1F (9255.660000 sec): 3 clusters
  Score: Raw -532168.154770 + Penalty 2799.653968 = -529368.500802
  nChanged 381
		SP:Iteration 2F (9255.680000 sec): 3 clusters
  Score: Raw -532397.601675 + Penalty 2799.653968 = -529597.947707
  nChanged 335
		SP:Iteration 3F (9255.690000 sec): 3 clusters
  Score: Raw -532624.444882 + Penalty 2799.653968 = -529824.790913
  nChanged 316
		SP:Iteration 4F (9255.700000 sec): 3 clusters
  Score: Raw -532852.064332 + Penalty 2799.653968 = -530052.410364
  nChanged 305
		SP:Iteration 5F (9255.720000 sec): 3 clusters
  Score: Raw -533105.746753 + Penalty 2799.653968 = -530306.092785
  nChanged 310
		SP:Iteration 6F (9255.730000 sec): 3 clusters
  Score: Raw -533413.199346 + Penalty 2799.653968 = -530613.545377
  nChanged 294
		SP:Iteration 7F (9255.740000 sec): 3 clusters
  Score: Raw -533717.840710 + Penalty 2799.653968 = -530918.186742
  nChanged 281
		SP:Iteration 8F (9255.750000 sec): 3 clusters
  Score: Raw -534018.934622 + Penalty 2799.653968 = -531219.280654
  nChanged 257
		SP:Iteration 9Q (9255.760000 sec): 3 clusters
  Score: Raw -534329.409165 + Penalty 2799.653968 = -531529.755197
  nChanged 185
		SP:Iteration 10Q (9255.780000 sec): 3 clusters
  Score: Raw -534541.597174 + Penalty 2799.653968 = -531741.943206
  nChanged 136
		SP:Iteration 11Q (9255.790000 sec): 3 clusters
  Score: Raw -534674.080153 + Penalty 2799.653968 = -531874.426185
  nChanged 73
		SP:Iteration 12Q (9255.800000 sec): 3 clusters
  Score: Raw -534718.590295 + Penalty 2799.653968 = -531918.936327
  nChanged 46
		SP:Iteration 13Q (9255.810000 sec): 3 clusters
  Score: Raw -534734.852463 + Penalty 2799.653968 = -531935.198495
  nChanged 27
		SP:Iteration 14Q (9255.820000 sec): 3 clusters
  Score: Raw -534743.895300 + Penalty 2799.653968 = -531944.241332
  nChanged 20
		SP:Iteration 15Q (9255.830000 sec): 3 clusters
  Score: Raw -534750.230702 + Penalty 2799.653968 = -531950.576734
  nChanged 16
		SP:Iteration 16Q (9255.840000 sec): 3 clusters
  Score: Raw -534753.743173 + Penalty 2799.653968 = -531954.089205
  nChanged 10
		SP:Iteration 17Q (9255.860000 sec): 3 clusters
  Score: Raw -534755.752460 + Penalty 2799.653968 = -531956.098492
  nChanged 7
		SP:Iteration 18Q (9255.860000 sec): 3 clusters
  Score: Raw -534756.948433 + Penalty 2799.653968 = -531957.294464
  nChanged 4
		SP:Iteration 19Q (9255.880000 sec): 3 clusters
  Score: Raw -534757.592089 + Penalty 2799.653968 = -531957.938121
  nChanged 3
		SP:Iteration 20F (9255.890000 sec): 3 clusters
  Score: Raw -534758.411590 + Penalty 2799.653968 = -531958.757622
  nChanged 2
		SP:Iteration 21Q (9255.900000 sec): 3 clusters
  Score: Raw -534758.866844 + Penalty 2799.653968 = -531959.212876
  nChanged 2
		SP:Iteration 22Q (9255.910000 sec): 3 clusters
  Score: Raw -534759.073159 + Penalty 2799.653968 = -531959.419191
  nChanged 0
		SP:Iteration 23F (9255.920000 sec): 3 clusters
  Score: Raw -534759.073159 + Penalty 2799.653968 = -531959.419191
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9255.940000 sec): 2 clusters
  Score: Raw -463959.925875 + Penalty 1369.253241 = -462590.672633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9255.950000 sec): 3 clusters
  Score: Raw -461594.977235 + Penalty 2738.506483 = -458856.470752
  nChanged 1811
		SP:Iteration 1F (9255.960000 sec): 3 clusters
  Score: Raw -462633.010962 + Penalty 2738.506483 = -459894.504479
  nChanged 342
		SP:Iteration 2F (9255.970000 sec): 3 clusters
  Score: Raw -462809.623350 + Penalty 2738.506483 = -460071.116867
  nChanged 238
		SP:Iteration 3F (9255.980000 sec): 3 clusters
  Score: Raw -462920.885867 + Penalty 2738.506483 = -460182.379385
  nChanged 173
		SP:Iteration 4Q (9255.990000 sec): 3 clusters
  Score: Raw -463002.832286 + Penalty 2738.506483 = -460264.325803
  nChanged 153
		SP:Iteration 5Q (9256.000000 sec): 3 clusters
  Score: Raw -463076.308467 + Penalty 2738.506483 = -460337.801984
  nChanged 156
		SP:Iteration 6Q (9256.010000 sec): 3 clusters
  Score: Raw -463156.038538 + Penalty 2738.506483 = -460417.532055
  nChanged 154
		SP:Iteration 7Q (9256.020000 sec): 3 clusters
  Score: Raw -463243.884802 + Penalty 2738.506483 = -460505.378319
  nChanged 158
		SP:Iteration 8Q (9256.030000 sec): 3 clusters
  Score: Raw -463344.633526 + Penalty 2738.506483 = -460606.127043
  nChanged 166
		SP:Iteration 9Q (9256.040000 sec): 3 clusters
  Score: Raw -463451.244657 + Penalty 2738.506483 = -460712.738174
  nChanged 147
		SP:Iteration 10Q (9256.060000 sec): 3 clusters
  Score: Raw -463548.579278 + Penalty 2738.506483 = -460810.072795
  nChanged 118
		SP:Iteration 11Q (9256.060000 sec): 3 clusters
  Score: Raw -463628.852227 + Penalty 2738.506483 = -460890.345745
  nChanged 107
		SP:Iteration 12Q (9256.080000 sec): 3 clusters
  Score: Raw -463709.689132 + Penalty 2738.506483 = -460971.182649
  nChanged 105
		SP:Iteration 13Q (9256.080000 sec): 3 clusters
  Score: Raw -463798.704111 + Penalty 2738.506483 = -461060.197628
  nChanged 84
		SP:Iteration 14Q (9256.100000 sec): 3 clusters
  Score: Raw -463874.466611 + Penalty 2738.506483 = -461135.960128
  nChanged 72
		SP:Iteration 15Q (9256.100000 sec): 3 clusters
  Score: Raw -463935.937006 + Penalty 2738.506483 = -461197.430524
  nChanged 40
		SP:Iteration 16Q (9256.120000 sec): 3 clusters
  Score: Raw -463976.821173 + Penalty 2738.506483 = -461238.314690
  nChanged 43
		SP:Iteration 17Q (9256.120000 sec): 3 clusters
  Score: Raw -464018.183173 + Penalty 2738.506483 = -461279.676690
  nChanged 25
		SP:Iteration 18Q (9256.130000 sec): 3 clusters
  Score: Raw -464041.108494 + Penalty 2738.506483 = -461302.602011
  nChanged 17
		SP:Iteration 19Q (9256.140000 sec): 3 clusters
  Score: Raw -464053.223846 + Penalty 2738.506483 = -461314.717364
  nChanged 15
		SP:Iteration 20F (9256.150000 sec): 3 clusters
  Score: Raw -464068.567016 + Penalty 2738.506483 = -461330.060533
  nChanged 9
		SP:Iteration 21Q (9256.160000 sec): 3 clusters
  Score: Raw -464077.206726 + Penalty 2738.506483 = -461338.700243
  nChanged 8
		SP:Iteration 22Q (9256.170000 sec): 3 clusters
  Score: Raw -464083.958376 + Penalty 2738.506483 = -461345.451893
  nChanged 7
		SP:Iteration 23Q (9256.180000 sec): 3 clusters
  Score: Raw -464089.477585 + Penalty 2738.506483 = -461350.971102
  nChanged 4
		SP:Iteration 24Q (9256.190000 sec): 3 clusters
  Score: Raw -464092.309422 + Penalty 2738.506483 = -461353.802939
  nChanged 6
		SP:Iteration 25Q (9256.200000 sec): 3 clusters
  Score: Raw -464101.789719 + Penalty 2738.506483 = -461363.283236
  nChanged 5
		SP:Iteration 26Q (9256.200000 sec): 3 clusters
  Score: Raw -464108.499577 + Penalty 2738.506483 = -461369.993095
  nChanged 1
		SP:Iteration 27Q (9256.210000 sec): 3 clusters
  Score: Raw -464109.731910 + Penalty 2738.506483 = -461371.225427
  nChanged 2
		SP:Iteration 28Q (9256.220000 sec): 3 clusters
  Score: Raw -464113.317435 + Penalty 2738.506483 = -461374.810953
  nChanged 7
		SP:Iteration 29Q (9256.230000 sec): 3 clusters
  Score: Raw -464120.864106 + Penalty 2738.506483 = -461382.357624
  nChanged 6
		SP:Iteration 30Q (9256.240000 sec): 3 clusters
  Score: Raw -464127.302933 + Penalty 2738.506483 = -461388.796450
  nChanged 3
		SP:Iteration 31Q (9256.240000 sec): 3 clusters
  Score: Raw -464133.132844 + Penalty 2738.506483 = -461394.626361
  nChanged 4
		SP:Iteration 32Q (9256.250000 sec): 3 clusters
  Score: Raw -464138.082261 + Penalty 2738.506483 = -461399.575778
  nChanged 4
		SP:Iteration 33Q (9256.260000 sec): 3 clusters
  Score: Raw -464142.365311 + Penalty 2738.506483 = -461403.858828
  nChanged 5
		SP:Iteration 34Q (9256.270000 sec): 3 clusters
  Score: Raw -464146.555878 + Penalty 2738.506483 = -461408.049396
  nChanged 3
		SP:Iteration 35Q (9256.280000 sec): 3 clusters
  Score: Raw -464150.000482 + Penalty 2738.506483 = -461411.494000
  nChanged 1
		SP:Iteration 36Q (9256.290000 sec): 3 clusters
  Score: Raw -464150.757330 + Penalty 2738.506483 = -461412.250848
  nChanged 1
		SP:Iteration 37Q (9256.300000 sec): 3 clusters
  Score: Raw -464152.009089 + Penalty 2738.506483 = -461413.502606
  nChanged 0
		SP:Iteration 38F (9256.300000 sec): 3 clusters
  Score: Raw -464152.009089 + Penalty 2738.506483 = -461413.502606
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9256.330000 sec): 2 clusters
  Score: Raw -897528.326169 + Penalty 1479.973975 = -896048.352194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9256.350000 sec): 3 clusters
  Score: Raw -892461.328538 + Penalty 2959.947949 = -889501.380588
  nChanged 3862
		SP:Iteration 1F (9256.370000 sec): 3 clusters
  Score: Raw -894647.897194 + Penalty 2959.947949 = -891687.949245
  nChanged 582
		SP:Iteration 2F (9256.390000 sec): 3 clusters
  Score: Raw -894940.400317 + Penalty 2959.947949 = -891980.452367
  nChanged 474
		SP:Iteration 3F (9256.420000 sec): 3 clusters
  Score: Raw -895129.029810 + Penalty 2959.947949 = -892169.081861
  nChanged 376
		SP:Iteration 4Q (9256.440000 sec): 3 clusters
  Score: Raw -895285.974221 + Penalty 2959.947949 = -892326.026272
  nChanged 344
		SP:Iteration 5Q (9256.460000 sec): 3 clusters
  Score: Raw -895444.053775 + Penalty 2959.947949 = -892484.105826
  nChanged 337
		SP:Iteration 6Q (9256.480000 sec): 3 clusters
  Score: Raw -895590.059098 + Penalty 2959.947949 = -892630.111148
  nChanged 332
		SP:Iteration 7Q (9256.500000 sec): 3 clusters
  Score: Raw -895746.496903 + Penalty 2959.947949 = -892786.548953
  nChanged 324
		SP:Iteration 8Q (9256.520000 sec): 3 clusters
  Score: Raw -895924.636009 + Penalty 2959.947949 = -892964.688060
  nChanged 343
		SP:Iteration 9Q (9256.540000 sec): 3 clusters
  Score: Raw -896128.381015 + Penalty 2959.947949 = -893168.433066
  nChanged 336
		SP:Iteration 10Q (9256.560000 sec): 3 clusters
  Score: Raw -896339.514639 + Penalty 2959.947949 = -893379.566690
  nChanged 328
		SP:Iteration 11Q (9256.580000 sec): 3 clusters
  Score: Raw -896558.952019 + Penalty 2959.947949 = -893599.004069
  nChanged 311
		SP:Iteration 12Q (9256.600000 sec): 3 clusters
  Score: Raw -896769.202545 + Penalty 2959.947949 = -893809.254596
  nChanged 276
		SP:Iteration 13Q (9256.620000 sec): 3 clusters
  Score: Raw -896950.540270 + Penalty 2959.947949 = -893990.592320
  nChanged 225
		SP:Iteration 14Q (9256.640000 sec): 3 clusters
  Score: Raw -897073.098090 + Penalty 2959.947949 = -894113.150141
  nChanged 181
		SP:Iteration 15Q (9256.660000 sec): 3 clusters
  Score: Raw -897180.124672 + Penalty 2959.947949 = -894220.176722
  nChanged 206
		SP:Iteration 16Q (9256.680000 sec): 3 clusters
  Score: Raw -897292.870735 + Penalty 2959.947949 = -894332.922786
  nChanged 179
		SP:Iteration 17Q (9256.700000 sec): 3 clusters
  Score: Raw -897385.322336 + Penalty 2959.947949 = -894425.374386
  nChanged 175
		SP:Iteration 18Q (9256.720000 sec): 3 clusters
  Score: Raw -897483.403736 + Penalty 2959.947949 = -894523.455786
  nChanged 161
		SP:Iteration 19Q (9256.740000 sec): 3 clusters
  Score: Raw -897578.574036 + Penalty 2959.947949 = -894618.626087
  nChanged 154
		SP:Iteration 20F (9256.760000 sec): 3 clusters
  Score: Raw -897670.759947 + Penalty 2959.947949 = -894710.811998
  nChanged 147
		SP:Iteration 21Q (9256.780000 sec): 3 clusters
  Score: Raw -897759.091593 + Penalty 2959.947949 = -894799.143644
  nChanged 135
		SP:Iteration 22Q (9256.800000 sec): 3 clusters
  Score: Raw -897853.665052 + Penalty 2959.947949 = -894893.717103
  nChanged 126
		SP:Iteration 23Q (9256.810000 sec): 3 clusters
  Score: Raw -897953.925238 + Penalty 2959.947949 = -894993.977289
  nChanged 138
		SP:Iteration 24Q (9256.830000 sec): 3 clusters
  Score: Raw -898076.523065 + Penalty 2959.947949 = -895116.575116
  nChanged 123
		SP:Iteration 25Q (9256.850000 sec): 3 clusters
  Score: Raw -898187.752345 + Penalty 2959.947949 = -895227.804395
  nChanged 120
		SP:Iteration 26Q (9256.860000 sec): 3 clusters
  Score: Raw -898305.828529 + Penalty 2959.947949 = -895345.880580
  nChanged 99
		SP:Iteration 27Q (9256.880000 sec): 3 clusters
  Score: Raw -898407.369683 + Penalty 2959.947949 = -895447.421733
  nChanged 91
		SP:Iteration 28Q (9256.900000 sec): 3 clusters
  Score: Raw -898476.915075 + Penalty 2959.947949 = -895516.967126
  nChanged 53
		SP:Iteration 29Q (9256.920000 sec): 3 clusters
  Score: Raw -898500.065491 + Penalty 2959.947949 = -895540.117541
  nChanged 35
		SP:Iteration 30Q (9256.930000 sec): 3 clusters
  Score: Raw -898509.567612 + Penalty 2959.947949 = -895549.619662
  nChanged 21
		SP:Iteration 31Q (9256.950000 sec): 3 clusters
  Score: Raw -898514.099027 + Penalty 2959.947949 = -895554.151078
  nChanged 13
		SP:Iteration 32Q (9256.960000 sec): 3 clusters
  Score: Raw -898517.766037 + Penalty 2959.947949 = -895557.818088
  nChanged 12
		SP:Iteration 33Q (9256.980000 sec): 3 clusters
  Score: Raw -898519.475559 + Penalty 2959.947949 = -895559.527609
  nChanged 5
		SP:Iteration 34Q (9257.000000 sec): 3 clusters
  Score: Raw -898520.543288 + Penalty 2959.947949 = -895560.595339
  nChanged 4
		SP:Iteration 35Q (9257.010000 sec): 3 clusters
  Score: Raw -898521.409082 + Penalty 2959.947949 = -895561.461132
  nChanged 3
		SP:Iteration 36Q (9257.030000 sec): 3 clusters
  Score: Raw -898521.965520 + Penalty 2959.947949 = -895562.017570
  nChanged 0
		SP:Iteration 37F (9257.050000 sec): 3 clusters
  Score: Raw -898521.965520 + Penalty 2959.947949 = -895562.017570
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9257.080000 sec): 2 clusters
  Score: Raw -1014984.149149 + Penalty 1505.796031 = -1013478.353119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9257.100000 sec): 3 clusters
  Score: Raw -1008931.012223 + Penalty 3011.592061 = -1005919.420162
  nChanged 4660
		SP:Iteration 1F (9257.130000 sec): 3 clusters
  Score: Raw -1011562.204220 + Penalty 3011.592061 = -1008550.612159
  nChanged 671
		SP:Iteration 2F (9257.150000 sec): 3 clusters
  Score: Raw -1011876.579820 + Penalty 3011.592061 = -1008864.987759
  nChanged 589
		SP:Iteration 3F (9257.180000 sec): 3 clusters
  Score: Raw -1012129.232968 + Penalty 3011.592061 = -1009117.640907
  nChanged 486
		SP:Iteration 4Q (9257.200000 sec): 3 clusters
  Score: Raw -1012325.971727 + Penalty 3011.592061 = -1009314.379666
  nChanged 395
		SP:Iteration 5Q (9257.230000 sec): 3 clusters
  Score: Raw -1012490.435046 + Penalty 3011.592061 = -1009478.842984
  nChanged 406
		SP:Iteration 6Q (9257.250000 sec): 3 clusters
  Score: Raw -1012656.176334 + Penalty 3011.592061 = -1009644.584272
  nChanged 362
		SP:Iteration 7Q (9257.270000 sec): 3 clusters
  Score: Raw -1012825.920199 + Penalty 3011.592061 = -1009814.328137
  nChanged 365
		SP:Iteration 8Q (9257.300000 sec): 3 clusters
  Score: Raw -1012994.418034 + Penalty 3011.592061 = -1009982.825973
  nChanged 391
		SP:Iteration 9Q (9257.330000 sec): 3 clusters
  Score: Raw -1013173.866804 + Penalty 3011.592061 = -1010162.274743
  nChanged 368
		SP:Iteration 10Q (9257.350000 sec): 3 clusters
  Score: Raw -1013337.179550 + Penalty 3011.592061 = -1010325.587489
  nChanged 342
		SP:Iteration 11Q (9257.370000 sec): 3 clusters
  Score: Raw -1013509.687191 + Penalty 3011.592061 = -1010498.095130
  nChanged 386
		SP:Iteration 12Q (9257.400000 sec): 3 clusters
  Score: Raw -1013736.769687 + Penalty 3011.592061 = -1010725.177626
  nChanged 413
		SP:Iteration 13Q (9257.420000 sec): 3 clusters
  Score: Raw -1014010.862211 + Penalty 3011.592061 = -1010999.270150
  nChanged 411
		SP:Iteration 14Q (9257.450000 sec): 3 clusters
  Score: Raw -1014272.955938 + Penalty 3011.592061 = -1011261.363876
  nChanged 407
		SP:Iteration 15Q (9257.470000 sec): 3 clusters
  Score: Raw -1014501.271384 + Penalty 3011.592061 = -1011489.679323
  nChanged 339
		SP:Iteration 16Q (9257.490000 sec): 3 clusters
  Score: Raw -1014657.241002 + Penalty 3011.592061 = -1011645.648941
  nChanged 262
		SP:Iteration 17Q (9257.520000 sec): 3 clusters
  Score: Raw -1014752.893531 + Penalty 3011.592061 = -1011741.301470
  nChanged 202
		SP:Iteration 18Q (9257.540000 sec): 3 clusters
  Score: Raw -1014813.525776 + Penalty 3011.592061 = -1011801.933714
  nChanged 165
		SP:Iteration 19Q (9257.570000 sec): 3 clusters
  Score: Raw -1014864.779605 + Penalty 3011.592061 = -1011853.187544
  nChanged 136
		SP:Iteration 20F (9257.590000 sec): 3 clusters
  Score: Raw -1014903.878290 + Penalty 3011.592061 = -1011892.286229
  nChanged 110
		SP:Iteration 21Q (9257.610000 sec): 3 clusters
  Score: Raw -1014932.031965 + Penalty 3011.592061 = -1011920.439903
  nChanged 95
		SP:Iteration 22Q (9257.640000 sec): 3 clusters
  Score: Raw -1014954.965290 + Penalty 3011.592061 = -1011943.373229
  nChanged 80
		SP:Iteration 23Q (9257.660000 sec): 3 clusters
  Score: Raw -1014971.170354 + Penalty 3011.592061 = -1011959.578293
  nChanged 75
		SP:Iteration 24Q (9257.680000 sec): 3 clusters
  Score: Raw -1014984.584660 + Penalty 3011.592061 = -1011972.992599
  nChanged 59
		SP:Iteration 25Q (9257.710000 sec): 3 clusters
  Score: Raw -1014997.913890 + Penalty 3011.592061 = -1011986.321828
  nChanged 55
		SP:Iteration 26Q (9257.730000 sec): 3 clusters
  Score: Raw -1015006.607268 + Penalty 3011.592061 = -1011995.015207
  nChanged 40
		SP:Iteration 27Q (9257.750000 sec): 3 clusters
  Score: Raw -1015012.195232 + Penalty 3011.592061 = -1012000.603171
  nChanged 34
		SP:Iteration 28Q (9257.780000 sec): 3 clusters
  Score: Raw -1015016.436989 + Penalty 3011.592061 = -1012004.844928
  nChanged 32
		SP:Iteration 29Q (9257.800000 sec): 3 clusters
  Score: Raw -1015020.226567 + Penalty 3011.592061 = -1012008.634505
  nChanged 25
		SP:Iteration 30Q (9257.830000 sec): 3 clusters
  Score: Raw -1015023.477858 + Penalty 3011.592061 = -1012011.885797
  nChanged 20
		SP:Iteration 31Q (9257.850000 sec): 3 clusters
  Score: Raw -1015026.017819 + Penalty 3011.592061 = -1012014.425758
  nChanged 14
		SP:Iteration 32Q (9257.870000 sec): 3 clusters
  Score: Raw -1015027.684585 + Penalty 3011.592061 = -1012016.092524
  nChanged 9
		SP:Iteration 33Q (9257.900000 sec): 3 clusters
  Score: Raw -1015028.794426 + Penalty 3011.592061 = -1012017.202364
  nChanged 7
		SP:Iteration 34Q (9257.920000 sec): 3 clusters
  Score: Raw -1015029.414870 + Penalty 3011.592061 = -1012017.822809
  nChanged 10
		SP:Iteration 35Q (9257.950000 sec): 3 clusters
  Score: Raw -1015030.205971 + Penalty 3011.592061 = -1012018.613910
  nChanged 2
		SP:Iteration 36Q (9257.970000 sec): 3 clusters
  Score: Raw -1015030.353556 + Penalty 3011.592061 = -1012018.761495
  nChanged 3
		SP:Iteration 37Q (9257.990000 sec): 3 clusters
  Score: Raw -1015030.642001 + Penalty 3011.592061 = -1012019.049940
  nChanged 3
		SP:Iteration 38Q (9258.010000 sec): 3 clusters
  Score: Raw -1015031.045223 + Penalty 3011.592061 = -1012019.453161
  nChanged 4
		SP:Iteration 39Q (9258.040000 sec): 3 clusters
  Score: Raw -1015031.271105 + Penalty 3011.592061 = -1012019.679044
  nChanged 1
		SP:Iteration 40F (9258.060000 sec): 3 clusters
  Score: Raw -1015031.390214 + Penalty 3011.592061 = -1012019.798153
  nChanged 1
		SP:Iteration 41Q (9258.090000 sec): 3 clusters
  Score: Raw -1015031.446850 + Penalty 3011.592061 = -1012019.854789
  nChanged 0
		SP:Iteration 42F (9258.110000 sec): 3 clusters
  Score: Raw -1015031.446850 + Penalty 3011.592061 = -1012019.854789
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9258.130000 sec): 2 clusters
  Score: Raw -155403.508818 + Penalty 1202.203290 = -154201.305528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9258.130000 sec): 3 clusters
  Score: Raw -154786.917376 + Penalty 2404.406580 = -152382.510796
  nChanged 538
		SP:Iteration 1F (9258.130000 sec): 3 clusters
  Score: Raw -155253.021533 + Penalty 2404.406580 = -152848.614953
  nChanged 141
		SP:Iteration 2F (9258.130000 sec): 3 clusters
  Score: Raw -155388.925848 + Penalty 2404.406580 = -152984.519267
  nChanged 79
		SP:Iteration 3Q (9258.140000 sec): 3 clusters
  Score: Raw -155465.822573 + Penalty 2404.406580 = -153061.415993
  nChanged 66
		SP:Iteration 4Q (9258.140000 sec): 3 clusters
  Score: Raw -155534.647564 + Penalty 2404.406580 = -153130.240984
  nChanged 58
		SP:Iteration 5Q (9258.150000 sec): 3 clusters
  Score: Raw -155597.914641 + Penalty 2404.406580 = -153193.508060
  nChanged 64
		SP:Iteration 6Q (9258.150000 sec): 3 clusters
  Score: Raw -155661.815164 + Penalty 2404.406580 = -153257.408583
  nChanged 41
		SP:Iteration 7Q (9258.150000 sec): 3 clusters
  Score: Raw -155701.359824 + Penalty 2404.406580 = -153296.953244
  nChanged 38
		SP:Iteration 8Q (9258.160000 sec): 3 clusters
  Score: Raw -155742.651980 + Penalty 2404.406580 = -153338.245400
  nChanged 29
		SP:Iteration 9Q (9258.160000 sec): 3 clusters
  Score: Raw -155771.529836 + Penalty 2404.406580 = -153367.123256
  nChanged 25
		SP:Iteration 10Q (9258.170000 sec): 3 clusters
  Score: Raw -155794.021209 + Penalty 2404.406580 = -153389.614628
  nChanged 19
		SP:Iteration 11Q (9258.170000 sec): 3 clusters
  Score: Raw -155815.719988 + Penalty 2404.406580 = -153411.313407
  nChanged 22
		SP:Iteration 12Q (9258.170000 sec): 3 clusters
  Score: Raw -155832.791405 + Penalty 2404.406580 = -153428.384824
  nChanged 18
		SP:Iteration 13Q (9258.170000 sec): 3 clusters
  Score: Raw -155845.825272 + Penalty 2404.406580 = -153441.418692
  nChanged 15
		SP:Iteration 14Q (9258.180000 sec): 3 clusters
  Score: Raw -155854.057557 + Penalty 2404.406580 = -153449.650976
  nChanged 12
		SP:Iteration 15Q (9258.180000 sec): 3 clusters
  Score: Raw -155862.312059 + Penalty 2404.406580 = -153457.905479
  nChanged 8
		SP:Iteration 16Q (9258.190000 sec): 3 clusters
  Score: Raw -155867.247530 + Penalty 2404.406580 = -153462.840950
  nChanged 6
		SP:Iteration 17Q (9258.190000 sec): 3 clusters
  Score: Raw -155872.016363 + Penalty 2404.406580 = -153467.609783
  nChanged 4
		SP:Iteration 18Q (9258.190000 sec): 3 clusters
  Score: Raw -155873.866343 + Penalty 2404.406580 = -153469.459763
  nChanged 5
		SP:Iteration 19Q (9258.200000 sec): 3 clusters
  Score: Raw -155875.690819 + Penalty 2404.406580 = -153471.284239
  nChanged 3
		SP:Iteration 20F (9258.200000 sec): 3 clusters
  Score: Raw -155877.463035 + Penalty 2404.406580 = -153473.056454
  nChanged 3
		SP:Iteration 21Q (9258.200000 sec): 3 clusters
  Score: Raw -155879.320755 + Penalty 2404.406580 = -153474.914175
  nChanged 2
		SP:Iteration 22Q (9258.210000 sec): 3 clusters
  Score: Raw -155879.789399 + Penalty 2404.406580 = -153475.382819
  nChanged 1
		SP:Iteration 23Q (9258.210000 sec): 3 clusters
  Score: Raw -155880.127459 + Penalty 2404.406580 = -153475.720879
  nChanged 1
		SP:Iteration 24Q (9258.210000 sec): 3 clusters
  Score: Raw -155880.672623 + Penalty 2404.406580 = -153476.266043
  nChanged 2
		SP:Iteration 25Q (9258.220000 sec): 3 clusters
  Score: Raw -155881.116175 + Penalty 2404.406580 = -153476.709595
  nChanged 1
		SP:Iteration 26Q (9258.220000 sec): 3 clusters
  Score: Raw -155881.245849 + Penalty 2404.406580 = -153476.839269
  nChanged 1
		SP:Iteration 27Q (9258.230000 sec): 3 clusters
  Score: Raw -155881.480891 + Penalty 2404.406580 = -153477.074311
  nChanged 2
		SP:Iteration 28Q (9258.230000 sec): 3 clusters
  Score: Raw -155883.594010 + Penalty 2404.406580 = -153479.187430
  nChanged 2
		SP:Iteration 29Q (9258.230000 sec): 3 clusters
  Score: Raw -155886.687797 + Penalty 2404.406580 = -153482.281217
  nChanged 6
		SP:Iteration 30Q (9258.230000 sec): 3 clusters
  Score: Raw -155889.993504 + Penalty 2404.406580 = -153485.586924
  nChanged 3
		SP:Iteration 31Q (9258.240000 sec): 3 clusters
  Score: Raw -155891.741892 + Penalty 2404.406580 = -153487.335311
  nChanged 4
		SP:Iteration 32Q (9258.240000 sec): 3 clusters
  Score: Raw -155894.546311 + Penalty 2404.406580 = -153490.139730
  nChanged 7
		SP:Iteration 33Q (9258.250000 sec): 3 clusters
  Score: Raw -155899.550000 + Penalty 2404.406580 = -153495.143420
  nChanged 7
		SP:Iteration 34Q (9258.250000 sec): 3 clusters
  Score: Raw -155904.126918 + Penalty 2404.406580 = -153499.720337
  nChanged 7
		SP:Iteration 35Q (9258.250000 sec): 3 clusters
  Score: Raw -155912.152650 + Penalty 2404.406580 = -153507.746069
  nChanged 12
		SP:Iteration 36Q (9258.250000 sec): 3 clusters
  Score: Raw -155922.878448 + Penalty 2404.406580 = -153518.471868
  nChanged 11
		SP:Iteration 37Q (9258.260000 sec): 3 clusters
  Score: Raw -155931.616081 + Penalty 2404.406580 = -153527.209501
  nChanged 8
		SP:Iteration 38Q (9258.260000 sec): 3 clusters
  Score: Raw -155940.318360 + Penalty 2404.406580 = -153535.911779
  nChanged 12
		SP:Iteration 39Q (9258.270000 sec): 3 clusters
  Score: Raw -155948.018446 + Penalty 2404.406580 = -153543.611865
  nChanged 7
		SP:Iteration 40F (9258.270000 sec): 3 clusters
  Score: Raw -155952.661887 + Penalty 2404.406580 = -153548.255307
  nChanged 1
		SP:Iteration 41Q (9258.270000 sec): 3 clusters
  Score: Raw -155953.443169 + Penalty 2404.406580 = -153549.036589
  nChanged 1
		SP:Iteration 42Q (9258.280000 sec): 3 clusters
  Score: Raw -155954.081127 + Penalty 2404.406580 = -153549.674546
  nChanged 2
		SP:Iteration 43Q (9258.280000 sec): 3 clusters
  Score: Raw -155954.693717 + Penalty 2404.406580 = -153550.287137
  nChanged 1
		SP:Iteration 44Q (9258.280000 sec): 3 clusters
  Score: Raw -155955.006741 + Penalty 2404.406580 = -153550.600161
  nChanged 0
		SP:Iteration 45F (9258.290000 sec): 3 clusters
  Score: Raw -155955.006741 + Penalty 2404.406580 = -153550.600161
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9258.300000 sec): 2 clusters
  Score: Raw -345615.812888 + Penalty 1333.303589 = -344282.509299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9258.310000 sec): 3 clusters
  Score: Raw -343834.071864 + Penalty 2666.607179 = -341167.464685
  nChanged 1429
		SP:Iteration 1F (9258.320000 sec): 3 clusters
  Score: Raw -344650.060932 + Penalty 2666.607179 = -341983.453753
  nChanged 245
		SP:Iteration 2F (9258.330000 sec): 3 clusters
  Score: Raw -344799.797035 + Penalty 2666.607179 = -342133.189856
  nChanged 184
		SP:Iteration 3F (9258.330000 sec): 3 clusters
  Score: Raw -344908.000433 + Penalty 2666.607179 = -342241.393254
  nChanged 145
		SP:Iteration 4Q (9258.340000 sec): 3 clusters
  Score: Raw -344991.534494 + Penalty 2666.607179 = -342324.927316
  nChanged 120
		SP:Iteration 5Q (9258.350000 sec): 3 clusters
  Score: Raw -345049.432620 + Penalty 2666.607179 = -342382.825441
  nChanged 94
		SP:Iteration 6Q (9258.360000 sec): 3 clusters
  Score: Raw -345096.013263 + Penalty 2666.607179 = -342429.406084
  nChanged 99
		SP:Iteration 7Q (9258.370000 sec): 3 clusters
  Score: Raw -345145.181399 + Penalty 2666.607179 = -342478.574220
  nChanged 105
		SP:Iteration 8Q (9258.370000 sec): 3 clusters
  Score: Raw -345198.364971 + Penalty 2666.607179 = -342531.757792
  nChanged 85
		SP:Iteration 9Q (9258.380000 sec): 3 clusters
  Score: Raw -345239.361205 + Penalty 2666.607179 = -342572.754026
  nChanged 75
		SP:Iteration 10Q (9258.390000 sec): 3 clusters
  Score: Raw -345273.937593 + Penalty 2666.607179 = -342607.330415
  nChanged 72
		SP:Iteration 11Q (9258.400000 sec): 3 clusters
  Score: Raw -345312.102079 + Penalty 2666.607179 = -342645.494900
  nChanged 67
		SP:Iteration 12Q (9258.410000 sec): 3 clusters
  Score: Raw -345340.961230 + Penalty 2666.607179 = -342674.354051
  nChanged 57
		SP:Iteration 13Q (9258.420000 sec): 3 clusters
  Score: Raw -345367.370412 + Penalty 2666.607179 = -342700.763234
  nChanged 76
		SP:Iteration 14Q (9258.430000 sec): 3 clusters
  Score: Raw -345406.761690 + Penalty 2666.607179 = -342740.154512
  nChanged 72
		SP:Iteration 15Q (9258.430000 sec): 3 clusters
  Score: Raw -345445.002760 + Penalty 2666.607179 = -342778.395581
  nChanged 69
		SP:Iteration 16Q (9258.440000 sec): 3 clusters
  Score: Raw -345483.287266 + Penalty 2666.607179 = -342816.680088
  nChanged 67
		SP:Iteration 17Q (9258.450000 sec): 3 clusters
  Score: Raw -345523.377072 + Penalty 2666.607179 = -342856.769893
  nChanged 76
		SP:Iteration 18Q (9258.460000 sec): 3 clusters
  Score: Raw -345569.857240 + Penalty 2666.607179 = -342903.250061
  nChanged 65
		SP:Iteration 19Q (9258.470000 sec): 3 clusters
  Score: Raw -345610.970642 + Penalty 2666.607179 = -342944.363464
  nChanged 73
		SP:Iteration 20F (9258.470000 sec): 3 clusters
  Score: Raw -345656.865863 + Penalty 2666.607179 = -342990.258685
  nChanged 56
		SP:Iteration 21Q (9258.480000 sec): 3 clusters
  Score: Raw -345689.150668 + Penalty 2666.607179 = -343022.543490
  nChanged 34
		SP:Iteration 22Q (9258.490000 sec): 3 clusters
  Score: Raw -345712.015160 + Penalty 2666.607179 = -343045.407981
  nChanged 18
		SP:Iteration 23Q (9258.500000 sec): 3 clusters
  Score: Raw -345722.007498 + Penalty 2666.607179 = -343055.400319
  nChanged 16
		SP:Iteration 24Q (9258.510000 sec): 3 clusters
  Score: Raw -345732.863404 + Penalty 2666.607179 = -343066.256225
  nChanged 24
		SP:Iteration 25Q (9258.510000 sec): 3 clusters
  Score: Raw -345750.085301 + Penalty 2666.607179 = -343083.478122
  nChanged 23
		SP:Iteration 26Q (9258.520000 sec): 3 clusters
  Score: Raw -345765.058176 + Penalty 2666.607179 = -343098.450998
  nChanged 26
		SP:Iteration 27Q (9258.530000 sec): 3 clusters
  Score: Raw -345784.625382 + Penalty 2666.607179 = -343118.018203
  nChanged 23
		SP:Iteration 28Q (9258.540000 sec): 3 clusters
  Score: Raw -345801.530031 + Penalty 2666.607179 = -343134.922852
  nChanged 20
		SP:Iteration 29Q (9258.550000 sec): 3 clusters
  Score: Raw -345816.299723 + Penalty 2666.607179 = -343149.692545
  nChanged 14
		SP:Iteration 30Q (9258.550000 sec): 3 clusters
  Score: Raw -345826.286786 + Penalty 2666.607179 = -343159.679607
  nChanged 10
		SP:Iteration 31Q (9258.560000 sec): 3 clusters
  Score: Raw -345832.852868 + Penalty 2666.607179 = -343166.245689
  nChanged 10
		SP:Iteration 32Q (9258.570000 sec): 3 clusters
  Score: Raw -345839.723658 + Penalty 2666.607179 = -343173.116480
  nChanged 6
		SP:Iteration 33Q (9258.580000 sec): 3 clusters
  Score: Raw -345843.750383 + Penalty 2666.607179 = -343177.143205
  nChanged 6
		SP:Iteration 34Q (9258.590000 sec): 3 clusters
  Score: Raw -345847.930816 + Penalty 2666.607179 = -343181.323638
  nChanged 3
		SP:Iteration 35Q (9258.590000 sec): 3 clusters
  Score: Raw -345849.797843 + Penalty 2666.607179 = -343183.190664
  nChanged 3
		SP:Iteration 36Q (9258.600000 sec): 3 clusters
  Score: Raw -345852.329504 + Penalty 2666.607179 = -343185.722326
  nChanged 5
		SP:Iteration 37Q (9258.610000 sec): 3 clusters
  Score: Raw -345855.516297 + Penalty 2666.607179 = -343188.909118
  nChanged 2
		SP:Iteration 38Q (9258.610000 sec): 3 clusters
  Score: Raw -345856.969128 + Penalty 2666.607179 = -343190.361949
  nChanged 0
		SP:Iteration 39F (9258.620000 sec): 3 clusters
  Score: Raw -345856.969128 + Penalty 2666.607179 = -343190.361949
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9258.630000 sec): 2 clusters
  Score: Raw -126106.126131 + Penalty 1168.117070 = -124938.009062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9258.630000 sec): 3 clusters
  Score: Raw -125586.979740 + Penalty 2336.234139 = -123250.745601
  nChanged 421
		SP:Iteration 1F (9258.640000 sec): 3 clusters
  Score: Raw -125892.595946 + Penalty 2336.234139 = -123556.361806
  nChanged 97
		SP:Iteration 2F (9258.640000 sec): 3 clusters
  Score: Raw -125977.681107 + Penalty 2336.234139 = -123641.446967
  nChanged 51
		SP:Iteration 3Q (9258.640000 sec): 3 clusters
  Score: Raw -126014.364786 + Penalty 2336.234139 = -123678.130646
  nChanged 25
		SP:Iteration 4Q (9258.650000 sec): 3 clusters
  Score: Raw -126026.547689 + Penalty 2336.234139 = -123690.313549
  nChanged 23
		SP:Iteration 5Q (9258.650000 sec): 3 clusters
  Score: Raw -126040.614233 + Penalty 2336.234139 = -123704.380094
  nChanged 24
		SP:Iteration 6Q (9258.650000 sec): 3 clusters
  Score: Raw -126060.783710 + Penalty 2336.234139 = -123724.549570
  nChanged 25
		SP:Iteration 7Q (9258.650000 sec): 3 clusters
  Score: Raw -126083.526961 + Penalty 2336.234139 = -123747.292822
  nChanged 22
		SP:Iteration 8Q (9258.660000 sec): 3 clusters
  Score: Raw -126105.749571 + Penalty 2336.234139 = -123769.515432
  nChanged 18
		SP:Iteration 9Q (9258.660000 sec): 3 clusters
  Score: Raw -126120.217416 + Penalty 2336.234139 = -123783.983276
  nChanged 16
		SP:Iteration 10Q (9258.660000 sec): 3 clusters
  Score: Raw -126131.498570 + Penalty 2336.234139 = -123795.264431
  nChanged 23
		SP:Iteration 11Q (9258.670000 sec): 3 clusters
  Score: Raw -126147.535748 + Penalty 2336.234139 = -123811.301609
  nChanged 16
		SP:Iteration 12Q (9258.670000 sec): 3 clusters
  Score: Raw -126159.583746 + Penalty 2336.234139 = -123823.349607
  nChanged 14
		SP:Iteration 13Q (9258.670000 sec): 3 clusters
  Score: Raw -126171.119168 + Penalty 2336.234139 = -123834.885029
  nChanged 20
		SP:Iteration 14Q (9258.680000 sec): 3 clusters
  Score: Raw -126189.808950 + Penalty 2336.234139 = -123853.574811
  nChanged 20
		SP:Iteration 15Q (9258.680000 sec): 3 clusters
  Score: Raw -126207.057893 + Penalty 2336.234139 = -123870.823754
  nChanged 13
		SP:Iteration 16Q (9258.680000 sec): 3 clusters
  Score: Raw -126218.395077 + Penalty 2336.234139 = -123882.160937
  nChanged 10
		SP:Iteration 17Q (9258.690000 sec): 3 clusters
  Score: Raw -126228.642535 + Penalty 2336.234139 = -123892.408396
  nChanged 12
		SP:Iteration 18Q (9258.690000 sec): 3 clusters
  Score: Raw -126235.443114 + Penalty 2336.234139 = -123899.208975
  nChanged 6
		SP:Iteration 19Q (9258.690000 sec): 3 clusters
  Score: Raw -126242.354446 + Penalty 2336.234139 = -123906.120307
  nChanged 7
		SP:Iteration 20F (9258.690000 sec): 3 clusters
  Score: Raw -126248.138126 + Penalty 2336.234139 = -123911.903987
  nChanged 6
		SP:Iteration 21Q (9258.700000 sec): 3 clusters
  Score: Raw -126253.427939 + Penalty 2336.234139 = -123917.193799
  nChanged 4
		SP:Iteration 22Q (9258.700000 sec): 3 clusters
  Score: Raw -126255.508915 + Penalty 2336.234139 = -123919.274775
  nChanged 4
		SP:Iteration 23Q (9258.700000 sec): 3 clusters
  Score: Raw -126259.398645 + Penalty 2336.234139 = -123923.164505
  nChanged 4
		SP:Iteration 24Q (9258.710000 sec): 3 clusters
  Score: Raw -126262.893087 + Penalty 2336.234139 = -123926.658948
  nChanged 2
		SP:Iteration 25Q (9258.710000 sec): 3 clusters
  Score: Raw -126263.356119 + Penalty 2336.234139 = -123927.121980
  nChanged 2
		SP:Iteration 26Q (9258.710000 sec): 3 clusters
  Score: Raw -126264.181926 + Penalty 2336.234139 = -123927.947787
  nChanged 1
		SP:Iteration 27Q (9258.710000 sec): 3 clusters
  Score: Raw -126265.446682 + Penalty 2336.234139 = -123929.212543
  nChanged 0
		SP:Iteration 28F (9258.720000 sec): 3 clusters
  Score: Raw -126265.446682 + Penalty 2336.234139 = -123929.212543
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9258.750000 sec): 2 clusters
  Score: Raw -982450.119939 + Penalty 1492.315974 = -980957.803965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9258.770000 sec): 3 clusters
  Score: Raw -976972.940522 + Penalty 2984.631948 = -973988.308573
  nChanged 4182
		SP:Iteration 1F (9258.790000 sec): 3 clusters
  Score: Raw -979108.544385 + Penalty 2984.631948 = -976123.912437
  nChanged 557
		SP:Iteration 2F (9258.810000 sec): 3 clusters
  Score: Raw -979338.407730 + Penalty 2984.631948 = -976353.775782
  nChanged 495
		SP:Iteration 3F (9258.840000 sec): 3 clusters
  Score: Raw -979564.943592 + Penalty 2984.631948 = -976580.311644
  nChanged 521
		SP:Iteration 4F (9258.860000 sec): 3 clusters
  Score: Raw -979865.609769 + Penalty 2984.631948 = -976880.977820
  nChanged 586
		SP:Iteration 5F (9258.880000 sec): 3 clusters
  Score: Raw -980283.175325 + Penalty 2984.631948 = -977298.543376
  nChanged 688
		SP:Iteration 6F (9258.900000 sec): 3 clusters
  Score: Raw -980837.553578 + Penalty 2984.631948 = -977852.921630
  nChanged 708
		SP:Iteration 7F (9258.930000 sec): 3 clusters
  Score: Raw -981491.706820 + Penalty 2984.631948 = -978507.074871
  nChanged 633
		SP:Iteration 8F (9258.950000 sec): 3 clusters
  Score: Raw -982042.436863 + Penalty 2984.631948 = -979057.804915
  nChanged 475
		SP:Iteration 9Q (9258.970000 sec): 3 clusters
  Score: Raw -982359.997690 + Penalty 2984.631948 = -979375.365742
  nChanged 304
		SP:Iteration 10Q (9258.990000 sec): 3 clusters
  Score: Raw -982535.787434 + Penalty 2984.631948 = -979551.155486
  nChanged 202
		SP:Iteration 11Q (9259.010000 sec): 3 clusters
  Score: Raw -982633.357159 + Penalty 2984.631948 = -979648.725211
  nChanged 117
		SP:Iteration 12Q (9259.040000 sec): 3 clusters
  Score: Raw -982678.762411 + Penalty 2984.631948 = -979694.130462
  nChanged 90
		SP:Iteration 13Q (9259.060000 sec): 3 clusters
  Score: Raw -982710.603052 + Penalty 2984.631948 = -979725.971104
  nChanged 55
		SP:Iteration 14Q (9259.080000 sec): 3 clusters
  Score: Raw -982727.706264 + Penalty 2984.631948 = -979743.074316
  nChanged 44
		SP:Iteration 15Q (9259.100000 sec): 3 clusters
  Score: Raw -982742.396117 + Penalty 2984.631948 = -979757.764168
  nChanged 36
		SP:Iteration 16Q (9259.130000 sec): 3 clusters
  Score: Raw -982752.775117 + Penalty 2984.631948 = -979768.143169
  nChanged 27
		SP:Iteration 17Q (9259.150000 sec): 3 clusters
  Score: Raw -982760.727129 + Penalty 2984.631948 = -979776.095181
  nChanged 20
		SP:Iteration 18Q (9259.170000 sec): 3 clusters
  Score: Raw -982766.680451 + Penalty 2984.631948 = -979782.048502
  nChanged 20
		SP:Iteration 19Q (9259.190000 sec): 3 clusters
  Score: Raw -982772.853937 + Penalty 2984.631948 = -979788.221988
  nChanged 19
		SP:Iteration 20F (9259.210000 sec): 3 clusters
  Score: Raw -982778.228798 + Penalty 2984.631948 = -979793.596849
  nChanged 15
		SP:Iteration 21Q (9259.230000 sec): 3 clusters
  Score: Raw -982781.616424 + Penalty 2984.631948 = -979796.984476
  nChanged 5
		SP:Iteration 22Q (9259.260000 sec): 3 clusters
  Score: Raw -982782.494851 + Penalty 2984.631948 = -979797.862902
  nChanged 3
		SP:Iteration 23Q (9259.280000 sec): 3 clusters
  Score: Raw -982783.077522 + Penalty 2984.631948 = -979798.445574
  nChanged 2
		SP:Iteration 24Q (9259.300000 sec): 3 clusters
  Score: Raw -982783.404445 + Penalty 2984.631948 = -979798.772497
  nChanged 1
		SP:Iteration 25Q (9259.320000 sec): 3 clusters
  Score: Raw -982783.633922 + Penalty 2984.631948 = -979799.001973
  nChanged 0
		SP:Iteration 26F (9259.350000 sec): 3 clusters
  Score: Raw -982783.633922 + Penalty 2984.631948 = -979799.001973
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9259.360000 sec): 2 clusters
  Score: Raw -304723.280500 + Penalty 1309.169350 = -303414.111150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9259.370000 sec): 3 clusters
  Score: Raw -303209.490949 + Penalty 2618.338699 = -300591.152250
  nChanged 1217
		SP:Iteration 1F (9259.370000 sec): 3 clusters
  Score: Raw -303957.110389 + Penalty 2618.338699 = -301338.771689
  nChanged 311
		SP:Iteration 2F (9259.380000 sec): 3 clusters
  Score: Raw -304264.623529 + Penalty 2618.338699 = -301646.284830
  nChanged 298
		SP:Iteration 3F (9259.390000 sec): 3 clusters
  Score: Raw -304642.903110 + Penalty 2618.338699 = -302024.564410
  nChanged 281
		SP:Iteration 4F (9259.390000 sec): 3 clusters
  Score: Raw -304994.897400 + Penalty 2618.338699 = -302376.558701
  nChanged 223
		SP:Iteration 5F (9259.400000 sec): 3 clusters
  Score: Raw -305234.480051 + Penalty 2618.338699 = -302616.141351
  nChanged 142
		SP:Iteration 6Q (9259.410000 sec): 3 clusters
  Score: Raw -305353.834490 + Penalty 2618.338699 = -302735.495790
  nChanged 87
		SP:Iteration 7Q (9259.420000 sec): 3 clusters
  Score: Raw -305413.281801 + Penalty 2618.338699 = -302794.943101
  nChanged 47
		SP:Iteration 8Q (9259.420000 sec): 3 clusters
  Score: Raw -305441.669957 + Penalty 2618.338699 = -302823.331258
  nChanged 36
		SP:Iteration 9Q (9259.430000 sec): 3 clusters
  Score: Raw -305462.232240 + Penalty 2618.338699 = -302843.893541
  nChanged 25
		SP:Iteration 10Q (9259.440000 sec): 3 clusters
  Score: Raw -305477.267483 + Penalty 2618.338699 = -302858.928783
  nChanged 21
		SP:Iteration 11Q (9259.450000 sec): 3 clusters
  Score: Raw -305489.510474 + Penalty 2618.338699 = -302871.171774
  nChanged 16
		SP:Iteration 12Q (9259.450000 sec): 3 clusters
  Score: Raw -305498.245919 + Penalty 2618.338699 = -302879.907219
  nChanged 18
		SP:Iteration 13Q (9259.460000 sec): 3 clusters
  Score: Raw -305505.646131 + Penalty 2618.338699 = -302887.307432
  nChanged 12
		SP:Iteration 14Q (9259.470000 sec): 3 clusters
  Score: Raw -305510.728283 + Penalty 2618.338699 = -302892.389584
  nChanged 11
		SP:Iteration 15Q (9259.470000 sec): 3 clusters
  Score: Raw -305516.551712 + Penalty 2618.338699 = -302898.213012
  nChanged 11
		SP:Iteration 16Q (9259.480000 sec): 3 clusters
  Score: Raw -305522.037124 + Penalty 2618.338699 = -302903.698424
  nChanged 10
		SP:Iteration 17Q (9259.490000 sec): 3 clusters
  Score: Raw -305525.889237 + Penalty 2618.338699 = -302907.550537
  nChanged 10
		SP:Iteration 18Q (9259.490000 sec): 3 clusters
  Score: Raw -305532.541167 + Penalty 2618.338699 = -302914.202467
  nChanged 17
		SP:Iteration 19Q (9259.500000 sec): 3 clusters
  Score: Raw -305542.494810 + Penalty 2618.338699 = -302924.156111
  nChanged 7
		SP:Iteration 20F (9259.510000 sec): 3 clusters
  Score: Raw -305546.401751 + Penalty 2618.338699 = -302928.063051
  nChanged 8
		SP:Iteration 21Q (9259.510000 sec): 3 clusters
  Score: Raw -305549.396974 + Penalty 2618.338699 = -302931.058275
  nChanged 12
		SP:Iteration 22Q (9259.520000 sec): 3 clusters
  Score: Raw -305553.040332 + Penalty 2618.338699 = -302934.701633
  nChanged 12
		SP:Iteration 23Q (9259.530000 sec): 3 clusters
  Score: Raw -305557.114851 + Penalty 2618.338699 = -302938.776152
  nChanged 10
		SP:Iteration 24Q (9259.540000 sec): 3 clusters
  Score: Raw -305561.775015 + Penalty 2618.338699 = -302943.436316
  nChanged 11
		SP:Iteration 25Q (9259.540000 sec): 3 clusters
  Score: Raw -305565.687590 + Penalty 2618.338699 = -302947.348891
  nChanged 8
		SP:Iteration 26Q (9259.550000 sec): 3 clusters
  Score: Raw -305569.747684 + Penalty 2618.338699 = -302951.408985
  nChanged 6
		SP:Iteration 27Q (9259.560000 sec): 3 clusters
  Score: Raw -305571.685808 + Penalty 2618.338699 = -302953.347108
  nChanged 4
		SP:Iteration 28Q (9259.570000 sec): 3 clusters
  Score: Raw -305573.620701 + Penalty 2618.338699 = -302955.282002
  nChanged 3
		SP:Iteration 29Q (9259.570000 sec): 3 clusters
  Score: Raw -305574.424368 + Penalty 2618.338699 = -302956.085669
  nChanged 0
		SP:Iteration 30F (9259.580000 sec): 3 clusters
  Score: Raw -305574.424368 + Penalty 2618.338699 = -302956.085669
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9259.650000 sec): 2 clusters
  Score: Raw -2462244.854749 + Penalty 1645.837347 = -2460599.017403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9259.710000 sec): 3 clusters
  Score: Raw -2447083.451478 + Penalty 3291.674693 = -2443791.776785
  nChanged 11381
		SP:Iteration 1F (9259.770000 sec): 3 clusters
  Score: Raw -2453377.917542 + Penalty 3291.674693 = -2450086.242849
  nChanged 1419
		SP:Iteration 2F (9259.840000 sec): 3 clusters
  Score: Raw -2454022.835024 + Penalty 3291.674693 = -2450731.160331
  nChanged 1497
		SP:Iteration 3F (9259.900000 sec): 3 clusters
  Score: Raw -2454746.625911 + Penalty 3291.674693 = -2451454.951218
  nChanged 1562
		SP:Iteration 4F (9259.960000 sec): 3 clusters
  Score: Raw -2455558.540179 + Penalty 3291.674693 = -2452266.865486
  nChanged 1574
		SP:Iteration 5F (9260.020000 sec): 3 clusters
  Score: Raw -2456400.572234 + Penalty 3291.674693 = -2453108.897541
  nChanged 1494
		SP:Iteration 6F (9260.080000 sec): 3 clusters
  Score: Raw -2457209.709784 + Penalty 3291.674693 = -2453918.035091
  nChanged 1335
		SP:Iteration 7F (9260.140000 sec): 3 clusters
  Score: Raw -2457944.193772 + Penalty 3291.674693 = -2454652.519079
  nChanged 1192
		SP:Iteration 8Q (9260.200000 sec): 3 clusters
  Score: Raw -2458651.735784 + Penalty 3291.674693 = -2455360.061091
  nChanged 1046
		SP:Iteration 9Q (9260.260000 sec): 3 clusters
  Score: Raw -2459321.212560 + Penalty 3291.674693 = -2456029.537867
  nChanged 959
		SP:Iteration 10Q (9260.320000 sec): 3 clusters
  Score: Raw -2459996.940554 + Penalty 3291.674693 = -2456705.265861
  nChanged 858
		SP:Iteration 11Q (9260.380000 sec): 3 clusters
  Score: Raw -2460671.235361 + Penalty 3291.674693 = -2457379.560668
  nChanged 706
		SP:Iteration 12Q (9260.440000 sec): 3 clusters
  Score: Raw -2461235.345782 + Penalty 3291.674693 = -2457943.671088
  nChanged 504
		SP:Iteration 13Q (9260.500000 sec): 3 clusters
  Score: Raw -2461664.449212 + Penalty 3291.674693 = -2458372.774519
  nChanged 326
		SP:Iteration 14Q (9260.560000 sec): 3 clusters
  Score: Raw -2461936.666533 + Penalty 3291.674693 = -2458644.991840
  nChanged 225
		SP:Iteration 15Q (9260.610000 sec): 3 clusters
  Score: Raw -2462123.675240 + Penalty 3291.674693 = -2458832.000547
  nChanged 138
		SP:Iteration 16Q (9260.660000 sec): 3 clusters
  Score: Raw -2462247.562605 + Penalty 3291.674693 = -2458955.887911
  nChanged 104
		SP:Iteration 17Q (9260.710000 sec): 3 clusters
  Score: Raw -2462328.906276 + Penalty 3291.674693 = -2459037.231583
  nChanged 78
		SP:Iteration 18Q (9260.750000 sec): 3 clusters
  Score: Raw -2462398.652557 + Penalty 3291.674693 = -2459106.977864
  nChanged 67
		SP:Iteration 19Q (9260.790000 sec): 3 clusters
  Score: Raw -2462449.461820 + Penalty 3291.674693 = -2459157.787127
  nChanged 55
		SP:Iteration 20F (9260.850000 sec): 3 clusters
  Score: Raw -2462487.487183 + Penalty 3291.674693 = -2459195.812490
  nChanged 34
		SP:Iteration 21Q (9260.890000 sec): 3 clusters
  Score: Raw -2462509.092942 + Penalty 3291.674693 = -2459217.418249
  nChanged 23
		SP:Iteration 22Q (9260.940000 sec): 3 clusters
  Score: Raw -2462521.618375 + Penalty 3291.674693 = -2459229.943682
  nChanged 19
		SP:Iteration 23Q (9260.980000 sec): 3 clusters
  Score: Raw -2462536.399935 + Penalty 3291.674693 = -2459244.725241
  nChanged 17
		SP:Iteration 24Q (9261.020000 sec): 3 clusters
  Score: Raw -2462547.622815 + Penalty 3291.674693 = -2459255.948122
  nChanged 15
		SP:Iteration 25Q (9261.070000 sec): 3 clusters
  Score: Raw -2462556.860338 + Penalty 3291.674693 = -2459265.185645
  nChanged 10
		SP:Iteration 26Q (9261.110000 sec): 3 clusters
  Score: Raw -2462561.160384 + Penalty 3291.674693 = -2459269.485691
  nChanged 9
		SP:Iteration 27Q (9261.150000 sec): 3 clusters
  Score: Raw -2462565.530103 + Penalty 3291.674693 = -2459273.855410
  nChanged 8
		SP:Iteration 28Q (9261.190000 sec): 3 clusters
  Score: Raw -2462569.757087 + Penalty 3291.674693 = -2459278.082394
  nChanged 5
		SP:Iteration 29Q (9261.230000 sec): 3 clusters
  Score: Raw -2462571.057807 + Penalty 3291.674693 = -2459279.383114
  nChanged 0
		SP:Iteration 30F (9261.290000 sec): 3 clusters
  Score: Raw -2462571.057807 + Penalty 3291.674693 = -2459279.383114
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9261.310000 sec): 2 clusters
  Score: Raw -23833.650076 + Penalty 914.488431 = -22919.161645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9261.310000 sec): 3 clusters
  Score: Raw -23936.163293 + Penalty 1828.976862 = -22107.186431
  nChanged 51
		SP:Iteration 1F (9261.310000 sec): 3 clusters
  Score: Raw -24041.365067 + Penalty 1828.976862 = -22212.388205
  nChanged 14
		SP:Iteration 2F (9261.310000 sec): 3 clusters
  Score: Raw -24064.112755 + Penalty 1828.976862 = -22235.135893
  nChanged 1
		SP:Iteration 3Q (9261.310000 sec): 3 clusters
  Score: Raw -24066.782434 + Penalty 1828.976862 = -22237.805572
  nChanged 3
		SP:Iteration 4Q (9261.310000 sec): 3 clusters
  Score: Raw -24073.982617 + Penalty 1828.976862 = -22245.005755
  nChanged 1
		SP:Iteration 5Q (9261.310000 sec): 3 clusters
  Score: Raw -24077.215278 + Penalty 1828.976862 = -22248.238416
  nChanged 0
		SP:Iteration 6F (9261.320000 sec): 3 clusters
  Score: Raw -24077.215278 + Penalty 1828.976862 = -22248.238416
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9261.340000 sec): 2 clusters
  Score: Raw -632880.708130 + Penalty 1426.327709 = -631454.380421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9261.350000 sec): 3 clusters
  Score: Raw -629369.533546 + Penalty 2852.655418 = -626516.878128
  nChanged 2718
		SP:Iteration 1F (9261.370000 sec): 3 clusters
  Score: Raw -630885.310014 + Penalty 2852.655418 = -628032.654596
  nChanged 467
		SP:Iteration 2F (9261.380000 sec): 3 clusters
  Score: Raw -631138.754185 + Penalty 2852.655418 = -628286.098767
  nChanged 368
		SP:Iteration 3F (9261.400000 sec): 3 clusters
  Score: Raw -631309.981259 + Penalty 2852.655418 = -628457.325840
  nChanged 280
		SP:Iteration 4Q (9261.410000 sec): 3 clusters
  Score: Raw -631446.611596 + Penalty 2852.655418 = -628593.956178
  nChanged 238
		SP:Iteration 5Q (9261.430000 sec): 3 clusters
  Score: Raw -631556.974146 + Penalty 2852.655418 = -628704.318728
  nChanged 215
		SP:Iteration 6Q (9261.440000 sec): 3 clusters
  Score: Raw -631644.726865 + Penalty 2852.655418 = -628792.071447
  nChanged 194
		SP:Iteration 7Q (9261.460000 sec): 3 clusters
  Score: Raw -631735.673057 + Penalty 2852.655418 = -628883.017639
  nChanged 208
		SP:Iteration 8Q (9261.470000 sec): 3 clusters
  Score: Raw -631837.431193 + Penalty 2852.655418 = -628984.775774
  nChanged 230
		SP:Iteration 9Q (9261.490000 sec): 3 clusters
  Score: Raw -631951.099024 + Penalty 2852.655418 = -629098.443605
  nChanged 217
		SP:Iteration 10Q (9261.500000 sec): 3 clusters
  Score: Raw -632055.397158 + Penalty 2852.655418 = -629202.741740
  nChanged 202
		SP:Iteration 11Q (9261.520000 sec): 3 clusters
  Score: Raw -632150.252978 + Penalty 2852.655418 = -629297.597560
  nChanged 196
		SP:Iteration 12Q (9261.530000 sec): 3 clusters
  Score: Raw -632248.089722 + Penalty 2852.655418 = -629395.434304
  nChanged 188
		SP:Iteration 13Q (9261.550000 sec): 3 clusters
  Score: Raw -632345.634711 + Penalty 2852.655418 = -629492.979293
  nChanged 193
		SP:Iteration 14Q (9261.560000 sec): 3 clusters
  Score: Raw -632434.651217 + Penalty 2852.655418 = -629581.995799
  nChanged 167
		SP:Iteration 15Q (9261.570000 sec): 3 clusters
  Score: Raw -632501.308258 + Penalty 2852.655418 = -629648.652840
  nChanged 138
		SP:Iteration 16Q (9261.590000 sec): 3 clusters
  Score: Raw -632551.699832 + Penalty 2852.655418 = -629699.044414
  nChanged 118
		SP:Iteration 17Q (9261.610000 sec): 3 clusters
  Score: Raw -632598.565786 + Penalty 2852.655418 = -629745.910367
  nChanged 105
		SP:Iteration 18Q (9261.620000 sec): 3 clusters
  Score: Raw -632640.294749 + Penalty 2852.655418 = -629787.639330
  nChanged 84
		SP:Iteration 19Q (9261.630000 sec): 3 clusters
  Score: Raw -632661.509846 + Penalty 2852.655418 = -629808.854428
  nChanged 54
		SP:Iteration 20F (9261.650000 sec): 3 clusters
  Score: Raw -632676.015441 + Penalty 2852.655418 = -629823.360022
  nChanged 46
		SP:Iteration 21Q (9261.660000 sec): 3 clusters
  Score: Raw -632686.954931 + Penalty 2852.655418 = -629834.299513
  nChanged 40
		SP:Iteration 22Q (9261.680000 sec): 3 clusters
  Score: Raw -632699.121096 + Penalty 2852.655418 = -629846.465678
  nChanged 42
		SP:Iteration 23Q (9261.690000 sec): 3 clusters
  Score: Raw -632711.040925 + Penalty 2852.655418 = -629858.385507
  nChanged 40
		SP:Iteration 24Q (9261.710000 sec): 3 clusters
  Score: Raw -632719.143155 + Penalty 2852.655418 = -629866.487737
  nChanged 23
		SP:Iteration 25Q (9261.720000 sec): 3 clusters
  Score: Raw -632724.689178 + Penalty 2852.655418 = -629872.033760
  nChanged 24
		SP:Iteration 26Q (9261.730000 sec): 3 clusters
  Score: Raw -632730.934573 + Penalty 2852.655418 = -629878.279155
  nChanged 28
		SP:Iteration 27Q (9261.750000 sec): 3 clusters
  Score: Raw -632736.736189 + Penalty 2852.655418 = -629884.080771
  nChanged 26
		SP:Iteration 28Q (9261.770000 sec): 3 clusters
  Score: Raw -632743.231364 + Penalty 2852.655418 = -629890.575946
  nChanged 26
		SP:Iteration 29Q (9261.780000 sec): 3 clusters
  Score: Raw -632748.551808 + Penalty 2852.655418 = -629895.896390
  nChanged 26
		SP:Iteration 30Q (9261.790000 sec): 3 clusters
  Score: Raw -632755.140319 + Penalty 2852.655418 = -629902.484901
  nChanged 33
		SP:Iteration 31Q (9261.810000 sec): 3 clusters
  Score: Raw -632765.439501 + Penalty 2852.655418 = -629912.784083
  nChanged 37
		SP:Iteration 32Q (9261.820000 sec): 3 clusters
  Score: Raw -632778.040049 + Penalty 2852.655418 = -629925.384631
  nChanged 45
		SP:Iteration 33Q (9261.840000 sec): 3 clusters
  Score: Raw -632791.725410 + Penalty 2852.655418 = -629939.069991
  nChanged 54
		SP:Iteration 34Q (9261.850000 sec): 3 clusters
  Score: Raw -632811.847630 + Penalty 2852.655418 = -629959.192212
  nChanged 47
		SP:Iteration 35Q (9261.870000 sec): 3 clusters
  Score: Raw -632823.292964 + Penalty 2852.655418 = -629970.637546
  nChanged 43
		SP:Iteration 36Q (9261.880000 sec): 3 clusters
  Score: Raw -632834.504647 + Penalty 2852.655418 = -629981.849228
  nChanged 38
		SP:Iteration 37Q (9261.890000 sec): 3 clusters
  Score: Raw -632846.520502 + Penalty 2852.655418 = -629993.865084
  nChanged 45
		SP:Iteration 38Q (9261.910000 sec): 3 clusters
  Score: Raw -632862.263285 + Penalty 2852.655418 = -630009.607867
  nChanged 43
		SP:Iteration 39Q (9261.920000 sec): 3 clusters
  Score: Raw -632874.830781 + Penalty 2852.655418 = -630022.175363
  nChanged 43
		SP:Iteration 40F (9261.940000 sec): 3 clusters
  Score: Raw -632887.859986 + Penalty 2852.655418 = -630035.204568
  nChanged 36
		SP:Iteration 41Q (9261.950000 sec): 3 clusters
  Score: Raw -632898.520721 + Penalty 2852.655418 = -630045.865302
  nChanged 38
		SP:Iteration 42Q (9261.970000 sec): 3 clusters
  Score: Raw -632910.435544 + Penalty 2852.655418 = -630057.780126
  nChanged 35
		SP:Iteration 43Q (9261.980000 sec): 3 clusters
  Score: Raw -632922.112041 + Penalty 2852.655418 = -630069.456623
  nChanged 40
		SP:Iteration 44Q (9262.000000 sec): 3 clusters
  Score: Raw -632937.948425 + Penalty 2852.655418 = -630085.293006
  nChanged 40
		SP:Iteration 45Q (9262.010000 sec): 3 clusters
  Score: Raw -632952.216562 + Penalty 2852.655418 = -630099.561144
  nChanged 43
		SP:Iteration 46Q (9262.030000 sec): 3 clusters
  Score: Raw -632970.085991 + Penalty 2852.655418 = -630117.430573
  nChanged 52
		SP:Iteration 47Q (9262.040000 sec): 3 clusters
  Score: Raw -632988.437171 + Penalty 2852.655418 = -630135.781753
  nChanged 50
		SP:Iteration 48Q (9262.050000 sec): 3 clusters
  Score: Raw -633005.656790 + Penalty 2852.655418 = -630153.001372
  nChanged 46
		SP:Iteration 49Q (9262.070000 sec): 3 clusters
  Score: Raw -633023.049419 + Penalty 2852.655418 = -630170.394001
  nChanged 44
		SP:Iteration 50Q (9262.080000 sec): 3 clusters
  Score: Raw -633036.298982 + Penalty 2852.655418 = -630183.643564
  nChanged 32
		SP:Iteration 51Q (9262.090000 sec): 3 clusters
  Score: Raw -633048.889583 + Penalty 2852.655418 = -630196.234165
  nChanged 37
		SP:Iteration 52Q (9262.110000 sec): 3 clusters
  Score: Raw -633060.553851 + Penalty 2852.655418 = -630207.898433
  nChanged 29
		SP:Iteration 53Q (9262.120000 sec): 3 clusters
  Score: Raw -633070.069094 + Penalty 2852.655418 = -630217.413676
  nChanged 32
		SP:Iteration 54Q (9262.140000 sec): 3 clusters
  Score: Raw -633080.350632 + Penalty 2852.655418 = -630227.695214
  nChanged 29
		SP:Iteration 55Q (9262.150000 sec): 3 clusters
  Score: Raw -633090.085301 + Penalty 2852.655418 = -630237.429883
  nChanged 22
		SP:Iteration 56Q (9262.170000 sec): 3 clusters
  Score: Raw -633098.213466 + Penalty 2852.655418 = -630245.558048
  nChanged 29
		SP:Iteration 57Q (9262.180000 sec): 3 clusters
  Score: Raw -633110.889570 + Penalty 2852.655418 = -630258.234152
  nChanged 29
		SP:Iteration 58Q (9262.190000 sec): 3 clusters
  Score: Raw -633120.564068 + Penalty 2852.655418 = -630267.908649
  nChanged 18
		SP:Iteration 59Q (9262.210000 sec): 3 clusters
  Score: Raw -633125.399529 + Penalty 2852.655418 = -630272.744111
  nChanged 17
		SP:Iteration 60F (9262.220000 sec): 3 clusters
  Score: Raw -633130.509646 + Penalty 2852.655418 = -630277.854228
  nChanged 14
		SP:Iteration 61Q (9262.240000 sec): 3 clusters
  Score: Raw -633134.479842 + Penalty 2852.655418 = -630281.824424
  nChanged 12
		SP:Iteration 62Q (9262.250000 sec): 3 clusters
  Score: Raw -633138.190136 + Penalty 2852.655418 = -630285.534718
  nChanged 9
		SP:Iteration 63Q (9262.260000 sec): 3 clusters
  Score: Raw -633139.966591 + Penalty 2852.655418 = -630287.311173
  nChanged 5
		SP:Iteration 64Q (9262.280000 sec): 3 clusters
  Score: Raw -633141.345463 + Penalty 2852.655418 = -630288.690044
  nChanged 4
		SP:Iteration 65Q (9262.290000 sec): 3 clusters
  Score: Raw -633142.866721 + Penalty 2852.655418 = -630290.211303
  nChanged 4
		SP:Iteration 66Q (9262.310000 sec): 3 clusters
  Score: Raw -633144.381439 + Penalty 2852.655418 = -630291.726021
  nChanged 3
		SP:Iteration 67Q (9262.320000 sec): 3 clusters
  Score: Raw -633144.863794 + Penalty 2852.655418 = -630292.208376
  nChanged 4
		SP:Iteration 68Q (9262.330000 sec): 3 clusters
  Score: Raw -633146.205977 + Penalty 2852.655418 = -630293.550558
  nChanged 6
		SP:Iteration 69Q (9262.350000 sec): 3 clusters
  Score: Raw -633147.847012 + Penalty 2852.655418 = -630295.191594
  nChanged 7
		SP:Iteration 70Q (9262.360000 sec): 3 clusters
  Score: Raw -633148.988099 + Penalty 2852.655418 = -630296.332681
  nChanged 4
		SP:Iteration 71Q (9262.370000 sec): 3 clusters
  Score: Raw -633149.983119 + Penalty 2852.655418 = -630297.327701
  nChanged 3
		SP:Iteration 72Q (9262.390000 sec): 3 clusters
  Score: Raw -633150.513462 + Penalty 2852.655418 = -630297.858043
  nChanged 0
		SP:Iteration 73F (9262.400000 sec): 3 clusters
  Score: Raw -633150.513462 + Penalty 2852.655418 = -630297.858043
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9262.410000 sec): 2 clusters
  Score: Raw -154134.204851 + Penalty 1204.672192 = -152929.532659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9262.410000 sec): 3 clusters
  Score: Raw -153447.674581 + Penalty 2409.344384 = -151038.330197
  nChanged 576
		SP:Iteration 1F (9262.420000 sec): 3 clusters
  Score: Raw -153922.298378 + Penalty 2409.344384 = -151512.953994
  nChanged 153
		SP:Iteration 2F (9262.420000 sec): 3 clusters
  Score: Raw -154087.133233 + Penalty 2409.344384 = -151677.788848
  nChanged 91
		SP:Iteration 3F (9262.430000 sec): 3 clusters
  Score: Raw -154173.737337 + Penalty 2409.344384 = -151764.392953
  nChanged 63
		SP:Iteration 4Q (9262.430000 sec): 3 clusters
  Score: Raw -154221.766920 + Penalty 2409.344384 = -151812.422536
  nChanged 47
		SP:Iteration 5Q (9262.430000 sec): 3 clusters
  Score: Raw -154272.254573 + Penalty 2409.344384 = -151862.910189
  nChanged 47
		SP:Iteration 6Q (9262.440000 sec): 3 clusters
  Score: Raw -154318.260228 + Penalty 2409.344384 = -151908.915844
  nChanged 33
		SP:Iteration 7Q (9262.440000 sec): 3 clusters
  Score: Raw -154351.294237 + Penalty 2409.344384 = -151941.949853
  nChanged 32
		SP:Iteration 8Q (9262.450000 sec): 3 clusters
  Score: Raw -154373.173649 + Penalty 2409.344384 = -151963.829265
  nChanged 22
		SP:Iteration 9Q (9262.450000 sec): 3 clusters
  Score: Raw -154388.431395 + Penalty 2409.344384 = -151979.087011
  nChanged 21
		SP:Iteration 10Q (9262.450000 sec): 3 clusters
  Score: Raw -154405.895519 + Penalty 2409.344384 = -151996.551134
  nChanged 25
		SP:Iteration 11Q (9262.460000 sec): 3 clusters
  Score: Raw -154421.737259 + Penalty 2409.344384 = -152012.392875
  nChanged 15
		SP:Iteration 12Q (9262.460000 sec): 3 clusters
  Score: Raw -154431.718231 + Penalty 2409.344384 = -152022.373847
  nChanged 16
		SP:Iteration 13Q (9262.470000 sec): 3 clusters
  Score: Raw -154442.549161 + Penalty 2409.344384 = -152033.204777
  nChanged 15
		SP:Iteration 14Q (9262.470000 sec): 3 clusters
  Score: Raw -154450.597041 + Penalty 2409.344384 = -152041.252657
  nChanged 7
		SP:Iteration 15Q (9262.470000 sec): 3 clusters
  Score: Raw -154456.242704 + Penalty 2409.344384 = -152046.898320
  nChanged 8
		SP:Iteration 16Q (9262.470000 sec): 3 clusters
  Score: Raw -154459.878545 + Penalty 2409.344384 = -152050.534161
  nChanged 6
		SP:Iteration 17Q (9262.480000 sec): 3 clusters
  Score: Raw -154462.267874 + Penalty 2409.344384 = -152052.923490
  nChanged 3
		SP:Iteration 18Q (9262.480000 sec): 3 clusters
  Score: Raw -154463.318474 + Penalty 2409.344384 = -152053.974090
  nChanged 1
		SP:Iteration 19Q (9262.490000 sec): 3 clusters
  Score: Raw -154463.534021 + Penalty 2409.344384 = -152054.189637
  nChanged 1
		SP:Iteration 20F (9262.490000 sec): 3 clusters
  Score: Raw -154464.120592 + Penalty 2409.344384 = -152054.776208
  nChanged 1
		SP:Iteration 21Q (9262.490000 sec): 3 clusters
  Score: Raw -154464.439716 + Penalty 2409.344384 = -152055.095332
  nChanged 2
		SP:Iteration 22Q (9262.500000 sec): 3 clusters
  Score: Raw -154465.100795 + Penalty 2409.344384 = -152055.756411
  nChanged 1
		SP:Iteration 23Q (9262.500000 sec): 3 clusters
  Score: Raw -154465.421202 + Penalty 2409.344384 = -152056.076818
  nChanged 1
		SP:Iteration 24Q (9262.510000 sec): 3 clusters
  Score: Raw -154465.668513 + Penalty 2409.344384 = -152056.324129
  nChanged 0
		SP:Iteration 25F (9262.510000 sec): 3 clusters
  Score: Raw -154465.668513 + Penalty 2409.344384 = -152056.324129
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9262.530000 sec): 2 clusters
  Score: Raw -635674.078769 + Penalty 1440.865345 = -634233.213425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9262.550000 sec): 3 clusters
  Score: Raw -631790.383438 + Penalty 2881.730690 = -628908.652748
  nChanged 3033
		SP:Iteration 1F (9262.570000 sec): 3 clusters
  Score: Raw -633858.428960 + Penalty 2881.730690 = -630976.698270
  nChanged 622
		SP:Iteration 2F (9262.580000 sec): 3 clusters
  Score: Raw -634390.211815 + Penalty 2881.730690 = -631508.481125
  nChanged 544
		SP:Iteration 3F (9262.600000 sec): 3 clusters
  Score: Raw -634864.169902 + Penalty 2881.730690 = -631982.439212
  nChanged 493
		SP:Iteration 4F (9262.610000 sec): 3 clusters
  Score: Raw -635243.383267 + Penalty 2881.730690 = -632361.652577
  nChanged 384
		SP:Iteration 5F (9262.630000 sec): 3 clusters
  Score: Raw -635487.267270 + Penalty 2881.730690 = -632605.536580
  nChanged 299
		SP:Iteration 6Q (9262.650000 sec): 3 clusters
  Score: Raw -635655.302314 + Penalty 2881.730690 = -632773.571624
  nChanged 239
		SP:Iteration 7Q (9262.660000 sec): 3 clusters
  Score: Raw -635773.959322 + Penalty 2881.730690 = -632892.228632
  nChanged 167
		SP:Iteration 8Q (9262.680000 sec): 3 clusters
  Score: Raw -635849.361578 + Penalty 2881.730690 = -632967.630888
  nChanged 140
		SP:Iteration 9Q (9262.690000 sec): 3 clusters
  Score: Raw -635908.432986 + Penalty 2881.730690 = -633026.702296
  nChanged 125
		SP:Iteration 10Q (9262.710000 sec): 3 clusters
  Score: Raw -635958.108320 + Penalty 2881.730690 = -633076.377631
  nChanged 109
		SP:Iteration 11Q (9262.720000 sec): 3 clusters
  Score: Raw -635995.346544 + Penalty 2881.730690 = -633113.615854
  nChanged 81
		SP:Iteration 12Q (9262.740000 sec): 3 clusters
  Score: Raw -636022.820329 + Penalty 2881.730690 = -633141.089639
  nChanged 83
		SP:Iteration 13Q (9262.750000 sec): 3 clusters
  Score: Raw -636050.699202 + Penalty 2881.730690 = -633168.968512
  nChanged 67
		SP:Iteration 14Q (9262.770000 sec): 3 clusters
  Score: Raw -636071.368329 + Penalty 2881.730690 = -633189.637639
  nChanged 65
		SP:Iteration 15Q (9262.780000 sec): 3 clusters
  Score: Raw -636092.255524 + Penalty 2881.730690 = -633210.524834
  nChanged 47
		SP:Iteration 16Q (9262.800000 sec): 3 clusters
  Score: Raw -636105.355948 + Penalty 2881.730690 = -633223.625258
  nChanged 45
		SP:Iteration 17Q (9262.810000 sec): 3 clusters
  Score: Raw -636117.384254 + Penalty 2881.730690 = -633235.653564
  nChanged 39
		SP:Iteration 18Q (9262.830000 sec): 3 clusters
  Score: Raw -636127.408509 + Penalty 2881.730690 = -633245.677819
  nChanged 41
		SP:Iteration 19Q (9262.840000 sec): 3 clusters
  Score: Raw -636139.785696 + Penalty 2881.730690 = -633258.055006
  nChanged 40
		SP:Iteration 20F (9262.860000 sec): 3 clusters
  Score: Raw -636150.532010 + Penalty 2881.730690 = -633268.801320
  nChanged 41
		SP:Iteration 21Q (9262.870000 sec): 3 clusters
  Score: Raw -636163.380164 + Penalty 2881.730690 = -633281.649474
  nChanged 45
		SP:Iteration 22Q (9262.890000 sec): 3 clusters
  Score: Raw -636176.502387 + Penalty 2881.730690 = -633294.771697
  nChanged 43
		SP:Iteration 23Q (9262.910000 sec): 3 clusters
  Score: Raw -636187.100776 + Penalty 2881.730690 = -633305.370086
  nChanged 43
		SP:Iteration 24Q (9262.920000 sec): 3 clusters
  Score: Raw -636196.823075 + Penalty 2881.730690 = -633315.092386
  nChanged 33
		SP:Iteration 25Q (9262.930000 sec): 3 clusters
  Score: Raw -636205.637022 + Penalty 2881.730690 = -633323.906332
  nChanged 32
		SP:Iteration 26Q (9262.950000 sec): 3 clusters
  Score: Raw -636213.220248 + Penalty 2881.730690 = -633331.489559
  nChanged 31
		SP:Iteration 27Q (9262.970000 sec): 3 clusters
  Score: Raw -636222.444323 + Penalty 2881.730690 = -633340.713633
  nChanged 31
		SP:Iteration 28Q (9262.980000 sec): 3 clusters
  Score: Raw -636230.563681 + Penalty 2881.730690 = -633348.832991
  nChanged 32
		SP:Iteration 29Q (9262.990000 sec): 3 clusters
  Score: Raw -636238.224196 + Penalty 2881.730690 = -633356.493506
  nChanged 41
		SP:Iteration 30Q (9263.010000 sec): 3 clusters
  Score: Raw -636251.620849 + Penalty 2881.730690 = -633369.890159
  nChanged 42
		SP:Iteration 31Q (9263.030000 sec): 3 clusters
  Score: Raw -636266.161617 + Penalty 2881.730690 = -633384.430927
  nChanged 46
		SP:Iteration 32Q (9263.040000 sec): 3 clusters
  Score: Raw -636281.723684 + Penalty 2881.730690 = -633399.992995
  nChanged 43
		SP:Iteration 33Q (9263.050000 sec): 3 clusters
  Score: Raw -636293.960860 + Penalty 2881.730690 = -633412.230170
  nChanged 44
		SP:Iteration 34Q (9263.070000 sec): 3 clusters
  Score: Raw -636307.677422 + Penalty 2881.730690 = -633425.946732
  nChanged 43
		SP:Iteration 35Q (9263.080000 sec): 3 clusters
  Score: Raw -636319.961155 + Penalty 2881.730690 = -633438.230466
  nChanged 43
		SP:Iteration 36Q (9263.100000 sec): 3 clusters
  Score: Raw -636332.784449 + Penalty 2881.730690 = -633451.053759
  nChanged 38
		SP:Iteration 37Q (9263.110000 sec): 3 clusters
  Score: Raw -636347.163794 + Penalty 2881.730690 = -633465.433104
  nChanged 37
		SP:Iteration 38Q (9263.130000 sec): 3 clusters
  Score: Raw -636359.787523 + Penalty 2881.730690 = -633478.056833
  nChanged 38
		SP:Iteration 39Q (9263.140000 sec): 3 clusters
  Score: Raw -636371.824118 + Penalty 2881.730690 = -633490.093428
  nChanged 32
		SP:Iteration 40F (9263.160000 sec): 3 clusters
  Score: Raw -636383.283562 + Penalty 2881.730690 = -633501.552872
  nChanged 37
		SP:Iteration 41Q (9263.170000 sec): 3 clusters
  Score: Raw -636398.171119 + Penalty 2881.730690 = -633516.440429
  nChanged 46
		SP:Iteration 42Q (9263.190000 sec): 3 clusters
  Score: Raw -636411.969603 + Penalty 2881.730690 = -633530.238914
  nChanged 32
		SP:Iteration 43Q (9263.200000 sec): 3 clusters
  Score: Raw -636419.811144 + Penalty 2881.730690 = -633538.080454
  nChanged 30
		SP:Iteration 44Q (9263.210000 sec): 3 clusters
  Score: Raw -636426.753401 + Penalty 2881.730690 = -633545.022711
  nChanged 20
		SP:Iteration 45Q (9263.230000 sec): 3 clusters
  Score: Raw -636431.314617 + Penalty 2881.730690 = -633549.583927
  nChanged 25
		SP:Iteration 46Q (9263.240000 sec): 3 clusters
  Score: Raw -636437.292133 + Penalty 2881.730690 = -633555.561443
  nChanged 24
		SP:Iteration 47Q (9263.260000 sec): 3 clusters
  Score: Raw -636443.967059 + Penalty 2881.730690 = -633562.236369
  nChanged 29
		SP:Iteration 48Q (9263.270000 sec): 3 clusters
  Score: Raw -636453.015400 + Penalty 2881.730690 = -633571.284710
  nChanged 40
		SP:Iteration 49Q (9263.290000 sec): 3 clusters
  Score: Raw -636464.239188 + Penalty 2881.730690 = -633582.508498
  nChanged 33
		SP:Iteration 50Q (9263.300000 sec): 3 clusters
  Score: Raw -636475.051827 + Penalty 2881.730690 = -633593.321138
  nChanged 27
		SP:Iteration 51Q (9263.310000 sec): 3 clusters
  Score: Raw -636483.674534 + Penalty 2881.730690 = -633601.943844
  nChanged 23
		SP:Iteration 52Q (9263.330000 sec): 3 clusters
  Score: Raw -636493.516505 + Penalty 2881.730690 = -633611.785815
  nChanged 28
		SP:Iteration 53Q (9263.340000 sec): 3 clusters
  Score: Raw -636505.227350 + Penalty 2881.730690 = -633623.496660
  nChanged 30
		SP:Iteration 54Q (9263.360000 sec): 3 clusters
  Score: Raw -636521.333764 + Penalty 2881.730690 = -633639.603074
  nChanged 30
		SP:Iteration 55Q (9263.370000 sec): 3 clusters
  Score: Raw -636532.620176 + Penalty 2881.730690 = -633650.889486
  nChanged 32
		SP:Iteration 56Q (9263.380000 sec): 3 clusters
  Score: Raw -636543.873836 + Penalty 2881.730690 = -633662.143146
  nChanged 25
		SP:Iteration 57Q (9263.400000 sec): 3 clusters
  Score: Raw -636550.890158 + Penalty 2881.730690 = -633669.159468
  nChanged 17
		SP:Iteration 58Q (9263.410000 sec): 3 clusters
  Score: Raw -636555.979392 + Penalty 2881.730690 = -633674.248702
  nChanged 11
		SP:Iteration 59Q (9263.430000 sec): 3 clusters
  Score: Raw -636558.275051 + Penalty 2881.730690 = -633676.544361
  nChanged 5
		SP:Iteration 60F (9263.450000 sec): 3 clusters
  Score: Raw -636559.241077 + Penalty 2881.730690 = -633677.510387
  nChanged 5
		SP:Iteration 61Q (9263.460000 sec): 3 clusters
  Score: Raw -636560.029482 + Penalty 2881.730690 = -633678.298793
  nChanged 3
		SP:Iteration 62Q (9263.480000 sec): 3 clusters
  Score: Raw -636560.575017 + Penalty 2881.730690 = -633678.844327
  nChanged 5
		SP:Iteration 63Q (9263.490000 sec): 3 clusters
  Score: Raw -636561.653636 + Penalty 2881.730690 = -633679.922946
  nChanged 1
		SP:Iteration 64Q (9263.500000 sec): 3 clusters
  Score: Raw -636561.734250 + Penalty 2881.730690 = -633680.003560
  nChanged 1
		SP:Iteration 65Q (9263.520000 sec): 3 clusters
  Score: Raw -636562.040601 + Penalty 2881.730690 = -633680.309911
  nChanged 3
		SP:Iteration 66Q (9263.530000 sec): 3 clusters
  Score: Raw -636562.900723 + Penalty 2881.730690 = -633681.170033
  nChanged 5
		SP:Iteration 67Q (9263.540000 sec): 3 clusters
  Score: Raw -636563.895544 + Penalty 2881.730690 = -633682.164854
  nChanged 5
		SP:Iteration 68Q (9263.560000 sec): 3 clusters
  Score: Raw -636564.855106 + Penalty 2881.730690 = -633683.124416
  nChanged 7
		SP:Iteration 69Q (9263.570000 sec): 3 clusters
  Score: Raw -636566.607338 + Penalty 2881.730690 = -633684.876648
  nChanged 7
		SP:Iteration 70Q (9263.580000 sec): 3 clusters
  Score: Raw -636568.794817 + Penalty 2881.730690 = -633687.064127
  nChanged 10
		SP:Iteration 71Q (9263.600000 sec): 3 clusters
  Score: Raw -636571.253225 + Penalty 2881.730690 = -633689.522535
  nChanged 8
		SP:Iteration 72Q (9263.610000 sec): 3 clusters
  Score: Raw -636573.080065 + Penalty 2881.730690 = -633691.349375
  nChanged 6
		SP:Iteration 73Q (9263.630000 sec): 3 clusters
  Score: Raw -636574.093128 + Penalty 2881.730690 = -633692.362438
  nChanged 5
		SP:Iteration 74Q (9263.640000 sec): 3 clusters
  Score: Raw -636575.783903 + Penalty 2881.730690 = -633694.053213
  nChanged 12
		SP:Iteration 75Q (9263.650000 sec): 3 clusters
  Score: Raw -636578.897286 + Penalty 2881.730690 = -633697.166596
  nChanged 11
		SP:Iteration 76Q (9263.670000 sec): 3 clusters
  Score: Raw -636582.806010 + Penalty 2881.730690 = -633701.075320
  nChanged 13
		SP:Iteration 77Q (9263.680000 sec): 3 clusters
  Score: Raw -636586.887998 + Penalty 2881.730690 = -633705.157308
  nChanged 9
		SP:Iteration 78Q (9263.700000 sec): 3 clusters
  Score: Raw -636589.278891 + Penalty 2881.730690 = -633707.548201
  nChanged 11
		SP:Iteration 79Q (9263.710000 sec): 3 clusters
  Score: Raw -636592.797933 + Penalty 2881.730690 = -633711.067243
  nChanged 8
		SP:Iteration 80F (9263.720000 sec): 3 clusters
  Score: Raw -636595.050421 + Penalty 2881.730690 = -633713.319732
  nChanged 6
		SP:Iteration 81Q (9263.740000 sec): 3 clusters
  Score: Raw -636596.933015 + Penalty 2881.730690 = -633715.202325
  nChanged 8
		SP:Iteration 82Q (9263.750000 sec): 3 clusters
  Score: Raw -636598.730136 + Penalty 2881.730690 = -633716.999446
  nChanged 8
		SP:Iteration 83Q (9263.760000 sec): 3 clusters
  Score: Raw -636600.385391 + Penalty 2881.730690 = -633718.654701
  nChanged 8
		SP:Iteration 84Q (9263.780000 sec): 3 clusters
  Score: Raw -636602.873927 + Penalty 2881.730690 = -633721.143237
  nChanged 7
		SP:Iteration 85Q (9263.790000 sec): 3 clusters
  Score: Raw -636605.725383 + Penalty 2881.730690 = -633723.994693
  nChanged 10
		SP:Iteration 86Q (9263.800000 sec): 3 clusters
  Score: Raw -636607.798257 + Penalty 2881.730690 = -633726.067567
  nChanged 9
		SP:Iteration 87Q (9263.820000 sec): 3 clusters
  Score: Raw -636609.524115 + Penalty 2881.730690 = -633727.793425
  nChanged 7
		SP:Iteration 88Q (9263.830000 sec): 3 clusters
  Score: Raw -636612.404619 + Penalty 2881.730690 = -633730.673929
  nChanged 10
		SP:Iteration 89Q (9263.840000 sec): 3 clusters
  Score: Raw -636616.406553 + Penalty 2881.730690 = -633734.675863
  nChanged 10
		SP:Iteration 90Q (9263.860000 sec): 3 clusters
  Score: Raw -636619.610784 + Penalty 2881.730690 = -633737.880094
  nChanged 11
		SP:Iteration 91Q (9263.870000 sec): 3 clusters
  Score: Raw -636622.787883 + Penalty 2881.730690 = -633741.057193
  nChanged 11
		SP:Iteration 92Q (9263.890000 sec): 3 clusters
  Score: Raw -636627.278102 + Penalty 2881.730690 = -633745.547412
  nChanged 16
		SP:Iteration 93Q (9263.900000 sec): 3 clusters
  Score: Raw -636633.154112 + Penalty 2881.730690 = -633751.423422
  nChanged 11
		SP:Iteration 94Q (9263.910000 sec): 3 clusters
  Score: Raw -636638.030083 + Penalty 2881.730690 = -633756.299393
  nChanged 12
		SP:Iteration 95Q (9263.920000 sec): 3 clusters
  Score: Raw -636642.620916 + Penalty 2881.730690 = -633760.890227
  nChanged 11
		SP:Iteration 96Q (9263.940000 sec): 3 clusters
  Score: Raw -636646.391621 + Penalty 2881.730690 = -633764.660931
  nChanged 9
		SP:Iteration 97Q (9263.950000 sec): 3 clusters
  Score: Raw -636649.009664 + Penalty 2881.730690 = -633767.278975
  nChanged 7
		SP:Iteration 98Q (9263.960000 sec): 3 clusters
  Score: Raw -636650.729457 + Penalty 2881.730690 = -633768.998767
  nChanged 6
		SP:Iteration 99Q (9263.980000 sec): 3 clusters
  Score: Raw -636652.030469 + Penalty 2881.730690 = -633770.299779
  nChanged 6
		SP:Iteration 100F (9264.000000 sec): 3 clusters
  Score: Raw -636653.611275 + Penalty 2881.730690 = -633771.880585
  nChanged 7
		SP:Iteration 101Q (9264.010000 sec): 3 clusters
  Score: Raw -636655.387164 + Penalty 2881.730690 = -633773.656474
  nChanged 4
		SP:Iteration 102Q (9264.020000 sec): 3 clusters
  Score: Raw -636656.646317 + Penalty 2881.730690 = -633774.915627
  nChanged 6
		SP:Iteration 103Q (9264.040000 sec): 3 clusters
  Score: Raw -636658.428824 + Penalty 2881.730690 = -633776.698134
  nChanged 3
		SP:Iteration 104Q (9264.050000 sec): 3 clusters
  Score: Raw -636658.971630 + Penalty 2881.730690 = -633777.240940
  nChanged 1
		SP:Iteration 105Q (9264.060000 sec): 3 clusters
  Score: Raw -636659.128317 + Penalty 2881.730690 = -633777.397627
  nChanged 0
		SP:Iteration 106F (9264.080000 sec): 3 clusters
  Score: Raw -636659.128317 + Penalty 2881.730690 = -633777.397627
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9264.090000 sec): 2 clusters
  Score: Raw -369950.899888 + Penalty 1341.234106 = -368609.665782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9264.100000 sec): 3 clusters
  Score: Raw -368102.275125 + Penalty 2682.468212 = -365419.806913
  nChanged 1469
		SP:Iteration 1F (9264.110000 sec): 3 clusters
  Score: Raw -369008.765619 + Penalty 2682.468212 = -366326.297408
  nChanged 281
		SP:Iteration 2F (9264.120000 sec): 3 clusters
  Score: Raw -369159.948804 + Penalty 2682.468212 = -366477.480592
  nChanged 182
		SP:Iteration 3Q (9264.130000 sec): 3 clusters
  Score: Raw -369256.138466 + Penalty 2682.468212 = -366573.670254
  nChanged 146
		SP:Iteration 4Q (9264.140000 sec): 3 clusters
  Score: Raw -369340.685027 + Penalty 2682.468212 = -366658.216815
  nChanged 122
		SP:Iteration 5Q (9264.140000 sec): 3 clusters
  Score: Raw -369405.725622 + Penalty 2682.468212 = -366723.257411
  nChanged 132
		SP:Iteration 6Q (9264.150000 sec): 3 clusters
  Score: Raw -369484.247195 + Penalty 2682.468212 = -366801.778984
  nChanged 133
		SP:Iteration 7Q (9264.160000 sec): 3 clusters
  Score: Raw -369558.840378 + Penalty 2682.468212 = -366876.372167
  nChanged 119
		SP:Iteration 8Q (9264.170000 sec): 3 clusters
  Score: Raw -369627.005394 + Penalty 2682.468212 = -366944.537183
  nChanged 124
		SP:Iteration 9Q (9264.180000 sec): 3 clusters
  Score: Raw -369701.889028 + Penalty 2682.468212 = -367019.420817
  nChanged 108
		SP:Iteration 10Q (9264.190000 sec): 3 clusters
  Score: Raw -369767.697961 + Penalty 2682.468212 = -367085.229750
  nChanged 103
		SP:Iteration 11Q (9264.200000 sec): 3 clusters
  Score: Raw -369827.580037 + Penalty 2682.468212 = -367145.111825
  nChanged 93
		SP:Iteration 12Q (9264.200000 sec): 3 clusters
  Score: Raw -369873.238791 + Penalty 2682.468212 = -367190.770579
  nChanged 78
		SP:Iteration 13Q (9264.220000 sec): 3 clusters
  Score: Raw -369914.546701 + Penalty 2682.468212 = -367232.078489
  nChanged 80
		SP:Iteration 14Q (9264.220000 sec): 3 clusters
  Score: Raw -369955.782257 + Penalty 2682.468212 = -367273.314045
  nChanged 59
		SP:Iteration 15Q (9264.230000 sec): 3 clusters
  Score: Raw -369985.101585 + Penalty 2682.468212 = -367302.633373
  nChanged 59
		SP:Iteration 16Q (9264.240000 sec): 3 clusters
  Score: Raw -370009.083412 + Penalty 2682.468212 = -367326.615201
  nChanged 45
		SP:Iteration 17Q (9264.250000 sec): 3 clusters
  Score: Raw -370024.964749 + Penalty 2682.468212 = -367342.496537
  nChanged 37
		SP:Iteration 18Q (9264.260000 sec): 3 clusters
  Score: Raw -370037.457691 + Penalty 2682.468212 = -367354.989480
  nChanged 37
		SP:Iteration 19Q (9264.260000 sec): 3 clusters
  Score: Raw -370053.377265 + Penalty 2682.468212 = -367370.909053
  nChanged 20
		SP:Iteration 20F (9264.280000 sec): 3 clusters
  Score: Raw -370063.033593 + Penalty 2682.468212 = -367380.565381
  nChanged 22
		SP:Iteration 21Q (9264.280000 sec): 3 clusters
  Score: Raw -370071.451865 + Penalty 2682.468212 = -367388.983654
  nChanged 26
		SP:Iteration 22Q (9264.290000 sec): 3 clusters
  Score: Raw -370080.940007 + Penalty 2682.468212 = -367398.471796
  nChanged 29
		SP:Iteration 23Q (9264.300000 sec): 3 clusters
  Score: Raw -370089.178508 + Penalty 2682.468212 = -367406.710297
  nChanged 27
		SP:Iteration 24Q (9264.310000 sec): 3 clusters
  Score: Raw -370097.446434 + Penalty 2682.468212 = -367414.978223
  nChanged 22
		SP:Iteration 25Q (9264.320000 sec): 3 clusters
  Score: Raw -370106.453840 + Penalty 2682.468212 = -367423.985629
  nChanged 20
		SP:Iteration 26Q (9264.320000 sec): 3 clusters
  Score: Raw -370113.928289 + Penalty 2682.468212 = -367431.460078
  nChanged 21
		SP:Iteration 27Q (9264.330000 sec): 3 clusters
  Score: Raw -370121.577382 + Penalty 2682.468212 = -367439.109171
  nChanged 18
		SP:Iteration 28Q (9264.340000 sec): 3 clusters
  Score: Raw -370128.764595 + Penalty 2682.468212 = -367446.296384
  nChanged 15
		SP:Iteration 29Q (9264.350000 sec): 3 clusters
  Score: Raw -370134.883874 + Penalty 2682.468212 = -367452.415663
  nChanged 15
		SP:Iteration 30Q (9264.360000 sec): 3 clusters
  Score: Raw -370140.427265 + Penalty 2682.468212 = -367457.959054
  nChanged 13
		SP:Iteration 31Q (9264.370000 sec): 3 clusters
  Score: Raw -370145.278892 + Penalty 2682.468212 = -367462.810681
  nChanged 13
		SP:Iteration 32Q (9264.380000 sec): 3 clusters
  Score: Raw -370152.055831 + Penalty 2682.468212 = -367469.587619
  nChanged 13
		SP:Iteration 33Q (9264.380000 sec): 3 clusters
  Score: Raw -370156.551770 + Penalty 2682.468212 = -367474.083559
  nChanged 14
		SP:Iteration 34Q (9264.390000 sec): 3 clusters
  Score: Raw -370161.722717 + Penalty 2682.468212 = -367479.254505
  nChanged 12
		SP:Iteration 35Q (9264.400000 sec): 3 clusters
  Score: Raw -370166.227774 + Penalty 2682.468212 = -367483.759563
  nChanged 11
		SP:Iteration 36Q (9264.410000 sec): 3 clusters
  Score: Raw -370170.661052 + Penalty 2682.468212 = -367488.192840
  nChanged 10
		SP:Iteration 37Q (9264.420000 sec): 3 clusters
  Score: Raw -370174.029289 + Penalty 2682.468212 = -367491.561078
  nChanged 11
		SP:Iteration 38Q (9264.430000 sec): 3 clusters
  Score: Raw -370176.989466 + Penalty 2682.468212 = -367494.521254
  nChanged 5
		SP:Iteration 39Q (9264.440000 sec): 3 clusters
  Score: Raw -370178.073820 + Penalty 2682.468212 = -367495.605608
  nChanged 8
		SP:Iteration 40F (9264.440000 sec): 3 clusters
  Score: Raw -370180.776222 + Penalty 2682.468212 = -367498.308010
  nChanged 9
		SP:Iteration 41Q (9264.450000 sec): 3 clusters
  Score: Raw -370183.630738 + Penalty 2682.468212 = -367501.162526
  nChanged 11
		SP:Iteration 42Q (9264.460000 sec): 3 clusters
  Score: Raw -370186.573650 + Penalty 2682.468212 = -367504.105438
  nChanged 6
		SP:Iteration 43Q (9264.470000 sec): 3 clusters
  Score: Raw -370188.225881 + Penalty 2682.468212 = -367505.757670
  nChanged 6
		SP:Iteration 44Q (9264.480000 sec): 3 clusters
  Score: Raw -370189.705307 + Penalty 2682.468212 = -367507.237095
  nChanged 6
		SP:Iteration 45Q (9264.480000 sec): 3 clusters
  Score: Raw -370191.348679 + Penalty 2682.468212 = -367508.880468
  nChanged 11
		SP:Iteration 46Q (9264.490000 sec): 3 clusters
  Score: Raw -370194.611113 + Penalty 2682.468212 = -367512.142901
  nChanged 8
		SP:Iteration 47Q (9264.500000 sec): 3 clusters
  Score: Raw -370197.285829 + Penalty 2682.468212 = -367514.817617
  nChanged 9
		SP:Iteration 48Q (9264.510000 sec): 3 clusters
  Score: Raw -370200.989683 + Penalty 2682.468212 = -367518.521471
  nChanged 10
		SP:Iteration 49Q (9264.520000 sec): 3 clusters
  Score: Raw -370204.807570 + Penalty 2682.468212 = -367522.339358
  nChanged 7
		SP:Iteration 50Q (9264.530000 sec): 3 clusters
  Score: Raw -370207.640805 + Penalty 2682.468212 = -367525.172593
  nChanged 10
		SP:Iteration 51Q (9264.540000 sec): 3 clusters
  Score: Raw -370212.729918 + Penalty 2682.468212 = -367530.261706
  nChanged 6
		SP:Iteration 52Q (9264.550000 sec): 3 clusters
  Score: Raw -370214.517354 + Penalty 2682.468212 = -367532.049142
  nChanged 4
		SP:Iteration 53Q (9264.560000 sec): 3 clusters
  Score: Raw -370215.522733 + Penalty 2682.468212 = -367533.054522
  nChanged 3
		SP:Iteration 54Q (9264.560000 sec): 3 clusters
  Score: Raw -370217.399647 + Penalty 2682.468212 = -367534.931435
  nChanged 5
		SP:Iteration 55Q (9264.570000 sec): 3 clusters
  Score: Raw -370219.749031 + Penalty 2682.468212 = -367537.280819
  nChanged 3
		SP:Iteration 56Q (9264.580000 sec): 3 clusters
  Score: Raw -370220.462750 + Penalty 2682.468212 = -367537.994538
  nChanged 2
		SP:Iteration 57Q (9264.590000 sec): 3 clusters
  Score: Raw -370221.135647 + Penalty 2682.468212 = -367538.667436
  nChanged 2
		SP:Iteration 58Q (9264.600000 sec): 3 clusters
  Score: Raw -370221.683301 + Penalty 2682.468212 = -367539.215089
  nChanged 0
		SP:Iteration 59F (9264.600000 sec): 3 clusters
  Score: Raw -370221.683301 + Penalty 2682.468212 = -367539.215089
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9264.610000 sec): 2 clusters
  Score: Raw -128248.785947 + Penalty 1158.119756 = -127090.666191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9264.620000 sec): 3 clusters
  Score: Raw -127828.664875 + Penalty 2316.239513 = -125512.425362
  nChanged 378
		SP:Iteration 1F (9264.620000 sec): 3 clusters
  Score: Raw -128136.743842 + Penalty 2316.239513 = -125820.504330
  nChanged 92
		SP:Iteration 2F (9264.620000 sec): 3 clusters
  Score: Raw -128216.942707 + Penalty 2316.239513 = -125900.703194
  nChanged 39
		SP:Iteration 3Q (9264.620000 sec): 3 clusters
  Score: Raw -128249.812130 + Penalty 2316.239513 = -125933.572617
  nChanged 29
		SP:Iteration 4Q (9264.630000 sec): 3 clusters
  Score: Raw -128274.400445 + Penalty 2316.239513 = -125958.160932
  nChanged 14
		SP:Iteration 5Q (9264.630000 sec): 3 clusters
  Score: Raw -128286.008630 + Penalty 2316.239513 = -125969.769117
  nChanged 15
		SP:Iteration 6Q (9264.630000 sec): 3 clusters
  Score: Raw -128298.736381 + Penalty 2316.239513 = -125982.496869
  nChanged 12
		SP:Iteration 7Q (9264.640000 sec): 3 clusters
  Score: Raw -128312.044779 + Penalty 2316.239513 = -125995.805266
  nChanged 20
		SP:Iteration 8Q (9264.640000 sec): 3 clusters
  Score: Raw -128330.871127 + Penalty 2316.239513 = -126014.631614
  nChanged 16
		SP:Iteration 9Q (9264.640000 sec): 3 clusters
  Score: Raw -128341.473708 + Penalty 2316.239513 = -126025.234195
  nChanged 12
		SP:Iteration 10Q (9264.640000 sec): 3 clusters
  Score: Raw -128347.580272 + Penalty 2316.239513 = -126031.340759
  nChanged 8
		SP:Iteration 11Q (9264.650000 sec): 3 clusters
  Score: Raw -128353.645025 + Penalty 2316.239513 = -126037.405512
  nChanged 7
		SP:Iteration 12Q (9264.650000 sec): 3 clusters
  Score: Raw -128359.631163 + Penalty 2316.239513 = -126043.391651
  nChanged 7
		SP:Iteration 13Q (9264.650000 sec): 3 clusters
  Score: Raw -128365.595067 + Penalty 2316.239513 = -126049.355554
  nChanged 8
		SP:Iteration 14Q (9264.660000 sec): 3 clusters
  Score: Raw -128370.626304 + Penalty 2316.239513 = -126054.386791
  nChanged 4
		SP:Iteration 15Q (9264.660000 sec): 3 clusters
  Score: Raw -128375.645766 + Penalty 2316.239513 = -126059.406254
  nChanged 9
		SP:Iteration 16Q (9264.660000 sec): 3 clusters
  Score: Raw -128381.965398 + Penalty 2316.239513 = -126065.725885
  nChanged 7
		SP:Iteration 17Q (9264.660000 sec): 3 clusters
  Score: Raw -128385.787218 + Penalty 2316.239513 = -126069.547705
  nChanged 4
		SP:Iteration 18Q (9264.670000 sec): 3 clusters
  Score: Raw -128389.625737 + Penalty 2316.239513 = -126073.386224
  nChanged 5
		SP:Iteration 19Q (9264.670000 sec): 3 clusters
  Score: Raw -128396.492986 + Penalty 2316.239513 = -126080.253473
  nChanged 8
		SP:Iteration 20F (9264.670000 sec): 3 clusters
  Score: Raw -128405.258988 + Penalty 2316.239513 = -126089.019475
  nChanged 8
		SP:Iteration 21Q (9264.680000 sec): 3 clusters
  Score: Raw -128412.552141 + Penalty 2316.239513 = -126096.312628
  nChanged 10
		SP:Iteration 22Q (9264.680000 sec): 3 clusters
  Score: Raw -128421.587499 + Penalty 2316.239513 = -126105.347987
  nChanged 8
		SP:Iteration 23Q (9264.680000 sec): 3 clusters
  Score: Raw -128427.621204 + Penalty 2316.239513 = -126111.381691
  nChanged 6
		SP:Iteration 24Q (9264.680000 sec): 3 clusters
  Score: Raw -128431.820326 + Penalty 2316.239513 = -126115.580813
  nChanged 7
		SP:Iteration 25Q (9264.690000 sec): 3 clusters
  Score: Raw -128437.073237 + Penalty 2316.239513 = -126120.833724
  nChanged 5
		SP:Iteration 26Q (9264.690000 sec): 3 clusters
  Score: Raw -128439.275755 + Penalty 2316.239513 = -126123.036242
  nChanged 3
		SP:Iteration 27Q (9264.690000 sec): 3 clusters
  Score: Raw -128441.523331 + Penalty 2316.239513 = -126125.283818
  nChanged 3
		SP:Iteration 28Q (9264.700000 sec): 3 clusters
  Score: Raw -128442.796080 + Penalty 2316.239513 = -126126.556567
  nChanged 2
		SP:Iteration 29Q (9264.700000 sec): 3 clusters
  Score: Raw -128443.788616 + Penalty 2316.239513 = -126127.549103
  nChanged 3
		SP:Iteration 30Q (9264.700000 sec): 3 clusters
  Score: Raw -128444.759049 + Penalty 2316.239513 = -126128.519536
  nChanged 1
		SP:Iteration 31Q (9264.700000 sec): 3 clusters
  Score: Raw -128444.916156 + Penalty 2316.239513 = -126128.676644
  nChanged 1
		SP:Iteration 32Q (9264.710000 sec): 3 clusters
  Score: Raw -128445.378870 + Penalty 2316.239513 = -126129.139357
  nChanged 1
		SP:Iteration 33Q (9264.710000 sec): 3 clusters
  Score: Raw -128446.097939 + Penalty 2316.239513 = -126129.858426
  nChanged 0
		SP:Iteration 34F (9264.710000 sec): 3 clusters
  Score: Raw -128446.097939 + Penalty 2316.239513 = -126129.858426
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9264.720000 sec): 2 clusters
  Score: Raw -323472.047039 + Penalty 1323.793140 = -322148.253899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9264.730000 sec): 3 clusters
  Score: Raw -321772.932558 + Penalty 2647.586280 = -319125.346278
  nChanged 1345
		SP:Iteration 1F (9264.740000 sec): 3 clusters
  Score: Raw -322545.531029 + Penalty 2647.586280 = -319897.944749
  nChanged 246
		SP:Iteration 2F (9264.750000 sec): 3 clusters
  Score: Raw -322694.641607 + Penalty 2647.586280 = -320047.055327
  nChanged 184
		SP:Iteration 3F (9264.760000 sec): 3 clusters
  Score: Raw -322838.579779 + Penalty 2647.586280 = -320190.993499
  nChanged 184
		SP:Iteration 4F (9264.760000 sec): 3 clusters
  Score: Raw -322970.147871 + Penalty 2647.586280 = -320322.561591
  nChanged 148
		SP:Iteration 5Q (9264.770000 sec): 3 clusters
  Score: Raw -323116.176526 + Penalty 2647.586280 = -320468.590246
  nChanged 176
		SP:Iteration 6F (9264.780000 sec): 3 clusters
  Score: Raw -323293.880232 + Penalty 2647.586280 = -320646.293952
  nChanged 175
		SP:Iteration 7F (9264.790000 sec): 3 clusters
  Score: Raw -323426.096252 + Penalty 2647.586280 = -320778.509972
  nChanged 156
		SP:Iteration 8Q (9264.800000 sec): 3 clusters
  Score: Raw -323536.001937 + Penalty 2647.586280 = -320888.415657
  nChanged 123
		SP:Iteration 9Q (9264.800000 sec): 3 clusters
  Score: Raw -323605.287369 + Penalty 2647.586280 = -320957.701089
  nChanged 92
		SP:Iteration 10Q (9264.810000 sec): 3 clusters
  Score: Raw -323652.226871 + Penalty 2647.586280 = -321004.640591
  nChanged 66
		SP:Iteration 11Q (9264.820000 sec): 3 clusters
  Score: Raw -323682.530209 + Penalty 2647.586280 = -321034.943929
  nChanged 43
		SP:Iteration 12Q (9264.830000 sec): 3 clusters
  Score: Raw -323707.199987 + Penalty 2647.586280 = -321059.613707
  nChanged 45
		SP:Iteration 13Q (9264.840000 sec): 3 clusters
  Score: Raw -323724.897823 + Penalty 2647.586280 = -321077.311543
  nChanged 25
		SP:Iteration 14Q (9264.840000 sec): 3 clusters
  Score: Raw -323734.900014 + Penalty 2647.586280 = -321087.313734
  nChanged 27
		SP:Iteration 15Q (9264.850000 sec): 3 clusters
  Score: Raw -323743.447839 + Penalty 2647.586280 = -321095.861559
  nChanged 20
		SP:Iteration 16Q (9264.860000 sec): 3 clusters
  Score: Raw -323749.553002 + Penalty 2647.586280 = -321101.966722
  nChanged 11
		SP:Iteration 17Q (9264.860000 sec): 3 clusters
  Score: Raw -323753.777425 + Penalty 2647.586280 = -321106.191145
  nChanged 16
		SP:Iteration 18Q (9264.870000 sec): 3 clusters
  Score: Raw -323758.335196 + Penalty 2647.586280 = -321110.748916
  nChanged 14
		SP:Iteration 19Q (9264.880000 sec): 3 clusters
  Score: Raw -323762.521262 + Penalty 2647.586280 = -321114.934982
  nChanged 11
		SP:Iteration 20F (9264.890000 sec): 3 clusters
  Score: Raw -323765.827909 + Penalty 2647.586280 = -321118.241629
  nChanged 12
		SP:Iteration 21Q (9264.900000 sec): 3 clusters
  Score: Raw -323770.394663 + Penalty 2647.586280 = -321122.808383
  nChanged 11
		SP:Iteration 22Q (9264.900000 sec): 3 clusters
  Score: Raw -323773.347313 + Penalty 2647.586280 = -321125.761033
  nChanged 10
		SP:Iteration 23Q (9264.910000 sec): 3 clusters
  Score: Raw -323776.133260 + Penalty 2647.586280 = -321128.546980
  nChanged 9
		SP:Iteration 24Q (9264.920000 sec): 3 clusters
  Score: Raw -323778.402210 + Penalty 2647.586280 = -321130.815930
  nChanged 3
		SP:Iteration 25Q (9264.930000 sec): 3 clusters
  Score: Raw -323779.127175 + Penalty 2647.586280 = -321131.540895
  nChanged 3
		SP:Iteration 26Q (9264.940000 sec): 3 clusters
  Score: Raw -323780.084622 + Penalty 2647.586280 = -321132.498342
  nChanged 5
		SP:Iteration 27Q (9264.940000 sec): 3 clusters
  Score: Raw -323781.325004 + Penalty 2647.586280 = -321133.738724
  nChanged 3
		SP:Iteration 28Q (9264.950000 sec): 3 clusters
  Score: Raw -323782.219674 + Penalty 2647.586280 = -321134.633394
  nChanged 2
		SP:Iteration 29Q (9264.960000 sec): 3 clusters
  Score: Raw -323782.561829 + Penalty 2647.586280 = -321134.975549
  nChanged 0
		SP:Iteration 30F (9264.960000 sec): 3 clusters
  Score: Raw -323782.561829 + Penalty 2647.586280 = -321134.975549
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9264.980000 sec): 2 clusters
  Score: Raw -223470.091107 + Penalty 1248.926747 = -222221.164359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9264.980000 sec): 3 clusters
  Score: Raw -222518.495151 + Penalty 2497.853495 = -220020.641656
  nChanged 734
		SP:Iteration 1F (9264.980000 sec): 3 clusters
  Score: Raw -223000.951588 + Penalty 2497.853495 = -220503.098093
  nChanged 168
		SP:Iteration 2F (9264.990000 sec): 3 clusters
  Score: Raw -223120.452759 + Penalty 2497.853495 = -220622.599264
  nChanged 106
		SP:Iteration 3Q (9265.000000 sec): 3 clusters
  Score: Raw -223178.344607 + Penalty 2497.853495 = -220680.491112
  nChanged 54
		SP:Iteration 4Q (9265.000000 sec): 3 clusters
  Score: Raw -223212.103647 + Penalty 2497.853495 = -220714.250152
  nChanged 44
		SP:Iteration 5Q (9265.000000 sec): 3 clusters
  Score: Raw -223238.155797 + Penalty 2497.853495 = -220740.302302
  nChanged 33
		SP:Iteration 6Q (9265.010000 sec): 3 clusters
  Score: Raw -223257.796940 + Penalty 2497.853495 = -220759.943445
  nChanged 32
		SP:Iteration 7Q (9265.020000 sec): 3 clusters
  Score: Raw -223277.690505 + Penalty 2497.853495 = -220779.837011
  nChanged 27
		SP:Iteration 8Q (9265.020000 sec): 3 clusters
  Score: Raw -223291.291149 + Penalty 2497.853495 = -220793.437654
  nChanged 23
		SP:Iteration 9Q (9265.020000 sec): 3 clusters
  Score: Raw -223301.438566 + Penalty 2497.853495 = -220803.585071
  nChanged 18
		SP:Iteration 10Q (9265.030000 sec): 3 clusters
  Score: Raw -223310.821324 + Penalty 2497.853495 = -220812.967829
  nChanged 17
		SP:Iteration 11Q (9265.040000 sec): 3 clusters
  Score: Raw -223318.028865 + Penalty 2497.853495 = -220820.175371
  nChanged 11
		SP:Iteration 12Q (9265.040000 sec): 3 clusters
  Score: Raw -223322.550173 + Penalty 2497.853495 = -220824.696678
  nChanged 11
		SP:Iteration 13Q (9265.040000 sec): 3 clusters
  Score: Raw -223328.355386 + Penalty 2497.853495 = -220830.501891
  nChanged 17
		SP:Iteration 14Q (9265.050000 sec): 3 clusters
  Score: Raw -223339.153140 + Penalty 2497.853495 = -220841.299645
  nChanged 13
		SP:Iteration 15Q (9265.060000 sec): 3 clusters
  Score: Raw -223346.298153 + Penalty 2497.853495 = -220848.444658
  nChanged 11
		SP:Iteration 16Q (9265.060000 sec): 3 clusters
  Score: Raw -223350.991008 + Penalty 2497.853495 = -220853.137514
  nChanged 11
		SP:Iteration 17Q (9265.060000 sec): 3 clusters
  Score: Raw -223354.819639 + Penalty 2497.853495 = -220856.966144
  nChanged 9
		SP:Iteration 18Q (9265.070000 sec): 3 clusters
  Score: Raw -223360.387426 + Penalty 2497.853495 = -220862.533931
  nChanged 13
		SP:Iteration 19Q (9265.080000 sec): 3 clusters
  Score: Raw -223368.863595 + Penalty 2497.853495 = -220871.010100
  nChanged 20
		SP:Iteration 20F (9265.080000 sec): 3 clusters
  Score: Raw -223377.317097 + Penalty 2497.853495 = -220879.463602
  nChanged 16
		SP:Iteration 21Q (9265.090000 sec): 3 clusters
  Score: Raw -223384.842974 + Penalty 2497.853495 = -220886.989479
  nChanged 16
		SP:Iteration 22Q (9265.090000 sec): 3 clusters
  Score: Raw -223391.647089 + Penalty 2497.853495 = -220893.793594
  nChanged 15
		SP:Iteration 23Q (9265.100000 sec): 3 clusters
  Score: Raw -223398.552561 + Penalty 2497.853495 = -220900.699066
  nChanged 7
		SP:Iteration 24Q (9265.100000 sec): 3 clusters
  Score: Raw -223401.173514 + Penalty 2497.853495 = -220903.320019
  nChanged 7
		SP:Iteration 25Q (9265.110000 sec): 3 clusters
  Score: Raw -223403.644352 + Penalty 2497.853495 = -220905.790857
  nChanged 5
		SP:Iteration 26Q (9265.110000 sec): 3 clusters
  Score: Raw -223405.062723 + Penalty 2497.853495 = -220907.209229
  nChanged 2
		SP:Iteration 27Q (9265.120000 sec): 3 clusters
  Score: Raw -223406.889173 + Penalty 2497.853495 = -220909.035678
  nChanged 4
		SP:Iteration 28Q (9265.120000 sec): 3 clusters
  Score: Raw -223409.019430 + Penalty 2497.853495 = -220911.165935
  nChanged 3
		SP:Iteration 29Q (9265.130000 sec): 3 clusters
  Score: Raw -223410.018794 + Penalty 2497.853495 = -220912.165299
  nChanged 2
		SP:Iteration 30Q (9265.130000 sec): 3 clusters
  Score: Raw -223410.985873 + Penalty 2497.853495 = -220913.132379
  nChanged 3
		SP:Iteration 31Q (9265.140000 sec): 3 clusters
  Score: Raw -223412.170777 + Penalty 2497.853495 = -220914.317282
  nChanged 5
		SP:Iteration 32Q (9265.140000 sec): 3 clusters
  Score: Raw -223413.777294 + Penalty 2497.853495 = -220915.923800
  nChanged 4
		SP:Iteration 33Q (9265.150000 sec): 3 clusters
  Score: Raw -223415.007132 + Penalty 2497.853495 = -220917.153637
  nChanged 4
		SP:Iteration 34Q (9265.150000 sec): 3 clusters
  Score: Raw -223416.593786 + Penalty 2497.853495 = -220918.740291
  nChanged 3
		SP:Iteration 35Q (9265.160000 sec): 3 clusters
  Score: Raw -223417.547295 + Penalty 2497.853495 = -220919.693800
  nChanged 1
		SP:Iteration 36Q (9265.160000 sec): 3 clusters
  Score: Raw -223417.918539 + Penalty 2497.853495 = -220920.065044
  nChanged 0
		SP:Iteration 37F (9265.170000 sec): 3 clusters
  Score: Raw -223417.918539 + Penalty 2497.853495 = -220920.065044
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9265.180000 sec): 2 clusters
  Score: Raw -221931.447889 + Penalty 1257.291763 = -220674.156127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9265.180000 sec): 3 clusters
  Score: Raw -220886.108866 + Penalty 2514.583525 = -218371.525341
  nChanged 833
		SP:Iteration 1F (9265.190000 sec): 3 clusters
  Score: Raw -221414.323294 + Penalty 2514.583525 = -218899.739768
  nChanged 178
		SP:Iteration 2F (9265.190000 sec): 3 clusters
  Score: Raw -221540.362262 + Penalty 2514.583525 = -219025.778736
  nChanged 106
		SP:Iteration 3Q (9265.200000 sec): 3 clusters
  Score: Raw -221630.089695 + Penalty 2514.583525 = -219115.506170
  nChanged 106
		SP:Iteration 4Q (9265.200000 sec): 3 clusters
  Score: Raw -221736.786083 + Penalty 2514.583525 = -219222.202558
  nChanged 90
		SP:Iteration 5Q (9265.210000 sec): 3 clusters
  Score: Raw -221808.612335 + Penalty 2514.583525 = -219294.028810
  nChanged 67
		SP:Iteration 6Q (9265.210000 sec): 3 clusters
  Score: Raw -221869.380063 + Penalty 2514.583525 = -219354.796537
  nChanged 65
		SP:Iteration 7Q (9265.220000 sec): 3 clusters
  Score: Raw -221947.528335 + Penalty 2514.583525 = -219432.944810
  nChanged 68
		SP:Iteration 8Q (9265.220000 sec): 3 clusters
  Score: Raw -222032.607602 + Penalty 2514.583525 = -219518.024076
  nChanged 74
		SP:Iteration 9Q (9265.230000 sec): 3 clusters
  Score: Raw -222131.110133 + Penalty 2514.583525 = -219616.526607
  nChanged 84
		SP:Iteration 10Q (9265.230000 sec): 3 clusters
  Score: Raw -222224.790695 + Penalty 2514.583525 = -219710.207170
  nChanged 78
		SP:Iteration 11Q (9265.240000 sec): 3 clusters
  Score: Raw -222322.441012 + Penalty 2514.583525 = -219807.857487
  nChanged 74
		SP:Iteration 12Q (9265.240000 sec): 3 clusters
  Score: Raw -222409.280571 + Penalty 2514.583525 = -219894.697046
  nChanged 71
		SP:Iteration 13Q (9265.250000 sec): 3 clusters
  Score: Raw -222491.188546 + Penalty 2514.583525 = -219976.605021
  nChanged 46
		SP:Iteration 14Q (9265.250000 sec): 3 clusters
  Score: Raw -222540.292567 + Penalty 2514.583525 = -220025.709042
  nChanged 36
		SP:Iteration 15Q (9265.260000 sec): 3 clusters
  Score: Raw -222574.636958 + Penalty 2514.583525 = -220060.053433
  nChanged 38
		SP:Iteration 16Q (9265.260000 sec): 3 clusters
  Score: Raw -222611.740497 + Penalty 2514.583525 = -220097.156972
  nChanged 27
		SP:Iteration 17Q (9265.270000 sec): 3 clusters
  Score: Raw -222636.686412 + Penalty 2514.583525 = -220122.102887
  nChanged 22
		SP:Iteration 18Q (9265.270000 sec): 3 clusters
  Score: Raw -222652.097379 + Penalty 2514.583525 = -220137.513853
  nChanged 14
		SP:Iteration 19Q (9265.280000 sec): 3 clusters
  Score: Raw -222664.797402 + Penalty 2514.583525 = -220150.213877
  nChanged 12
		SP:Iteration 20F (9265.280000 sec): 3 clusters
  Score: Raw -222675.408692 + Penalty 2514.583525 = -220160.825166
  nChanged 13
		SP:Iteration 21Q (9265.280000 sec): 3 clusters
  Score: Raw -222684.045687 + Penalty 2514.583525 = -220169.462161
  nChanged 6
		SP:Iteration 22Q (9265.290000 sec): 3 clusters
  Score: Raw -222686.017064 + Penalty 2514.583525 = -220171.433539
  nChanged 2
		SP:Iteration 23Q (9265.290000 sec): 3 clusters
  Score: Raw -222686.580512 + Penalty 2514.583525 = -220171.996987
  nChanged 3
		SP:Iteration 24Q (9265.300000 sec): 3 clusters
  Score: Raw -222687.817541 + Penalty 2514.583525 = -220173.234015
  nChanged 0
		SP:Iteration 25F (9265.300000 sec): 3 clusters
  Score: Raw -222687.817541 + Penalty 2514.583525 = -220173.234015
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9265.310000 sec): 2 clusters
  Score: Raw -188856.787396 + Penalty 1233.431379 = -187623.356018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9265.320000 sec): 3 clusters
  Score: Raw -188040.436036 + Penalty 2466.862757 = -185573.573278
  nChanged 731
		SP:Iteration 1F (9265.320000 sec): 3 clusters
  Score: Raw -188613.797746 + Penalty 2466.862757 = -186146.934989
  nChanged 157
		SP:Iteration 2F (9265.320000 sec): 3 clusters
  Score: Raw -188741.768742 + Penalty 2466.862757 = -186274.905985
  nChanged 97
		SP:Iteration 3Q (9265.330000 sec): 3 clusters
  Score: Raw -188817.166559 + Penalty 2466.862757 = -186350.303801
  nChanged 75
		SP:Iteration 4Q (9265.340000 sec): 3 clusters
  Score: Raw -188866.812499 + Penalty 2466.862757 = -186399.949742
  nChanged 54
		SP:Iteration 5Q (9265.340000 sec): 3 clusters
  Score: Raw -188910.126229 + Penalty 2466.862757 = -186443.263472
  nChanged 41
		SP:Iteration 6Q (9265.340000 sec): 3 clusters
  Score: Raw -188937.965128 + Penalty 2466.862757 = -186471.102371
  nChanged 24
		SP:Iteration 7Q (9265.350000 sec): 3 clusters
  Score: Raw -188952.186206 + Penalty 2466.862757 = -186485.323449
  nChanged 24
		SP:Iteration 8Q (9265.350000 sec): 3 clusters
  Score: Raw -188965.086315 + Penalty 2466.862757 = -186498.223558
  nChanged 18
		SP:Iteration 9Q (9265.360000 sec): 3 clusters
  Score: Raw -188977.675538 + Penalty 2466.862757 = -186510.812780
  nChanged 23
		SP:Iteration 10Q (9265.360000 sec): 3 clusters
  Score: Raw -188992.067842 + Penalty 2466.862757 = -186525.205085
  nChanged 18
		SP:Iteration 11Q (9265.360000 sec): 3 clusters
  Score: Raw -189004.536831 + Penalty 2466.862757 = -186537.674074
  nChanged 25
		SP:Iteration 12Q (9265.370000 sec): 3 clusters
  Score: Raw -189018.094180 + Penalty 2466.862757 = -186551.231423
  nChanged 20
		SP:Iteration 13Q (9265.380000 sec): 3 clusters
  Score: Raw -189030.124464 + Penalty 2466.862757 = -186563.261707
  nChanged 12
		SP:Iteration 14Q (9265.380000 sec): 3 clusters
  Score: Raw -189036.978720 + Penalty 2466.862757 = -186570.115963
  nChanged 10
		SP:Iteration 15Q (9265.380000 sec): 3 clusters
  Score: Raw -189043.117331 + Penalty 2466.862757 = -186576.254573
  nChanged 11
		SP:Iteration 16Q (9265.390000 sec): 3 clusters
  Score: Raw -189048.276596 + Penalty 2466.862757 = -186581.413838
  nChanged 11
		SP:Iteration 17Q (9265.390000 sec): 3 clusters
  Score: Raw -189053.778743 + Penalty 2466.862757 = -186586.915985
  nChanged 9
		SP:Iteration 18Q (9265.400000 sec): 3 clusters
  Score: Raw -189056.606322 + Penalty 2466.862757 = -186589.743565
  nChanged 3
		SP:Iteration 19Q (9265.400000 sec): 3 clusters
  Score: Raw -189058.259918 + Penalty 2466.862757 = -186591.397161
  nChanged 5
		SP:Iteration 20F (9265.400000 sec): 3 clusters
  Score: Raw -189060.399123 + Penalty 2466.862757 = -186593.536366
  nChanged 6
		SP:Iteration 21Q (9265.410000 sec): 3 clusters
  Score: Raw -189064.697390 + Penalty 2466.862757 = -186597.834632
  nChanged 8
		SP:Iteration 22Q (9265.420000 sec): 3 clusters
  Score: Raw -189068.096985 + Penalty 2466.862757 = -186601.234228
  nChanged 7
		SP:Iteration 23Q (9265.420000 sec): 3 clusters
  Score: Raw -189071.453622 + Penalty 2466.862757 = -186604.590865
  nChanged 8
		SP:Iteration 24Q (9265.420000 sec): 3 clusters
  Score: Raw -189078.302598 + Penalty 2466.862757 = -186611.439841
  nChanged 18
		SP:Iteration 25Q (9265.430000 sec): 3 clusters
  Score: Raw -189091.512039 + Penalty 2466.862757 = -186624.649282
  nChanged 19
		SP:Iteration 26Q (9265.430000 sec): 3 clusters
  Score: Raw -189105.075972 + Penalty 2466.862757 = -186638.213214
  nChanged 10
		SP:Iteration 27Q (9265.430000 sec): 3 clusters
  Score: Raw -189111.104986 + Penalty 2466.862757 = -186644.242228
  nChanged 8
		SP:Iteration 28Q (9265.440000 sec): 3 clusters
  Score: Raw -189114.863809 + Penalty 2466.862757 = -186648.001052
  nChanged 9
		SP:Iteration 29Q (9265.440000 sec): 3 clusters
  Score: Raw -189121.346974 + Penalty 2466.862757 = -186654.484217
  nChanged 14
		SP:Iteration 30Q (9265.440000 sec): 3 clusters
  Score: Raw -189131.281204 + Penalty 2466.862757 = -186664.418447
  nChanged 9
		SP:Iteration 31Q (9265.450000 sec): 3 clusters
  Score: Raw -189137.381261 + Penalty 2466.862757 = -186670.518504
  nChanged 7
		SP:Iteration 32Q (9265.450000 sec): 3 clusters
  Score: Raw -189142.074912 + Penalty 2466.862757 = -186675.212155
  nChanged 7
		SP:Iteration 33Q (9265.460000 sec): 3 clusters
  Score: Raw -189146.015665 + Penalty 2466.862757 = -186679.152908
  nChanged 10
		SP:Iteration 34Q (9265.460000 sec): 3 clusters
  Score: Raw -189153.252132 + Penalty 2466.862757 = -186686.389374
  nChanged 10
		SP:Iteration 35Q (9265.460000 sec): 3 clusters
  Score: Raw -189162.835219 + Penalty 2466.862757 = -186695.972462
  nChanged 9
		SP:Iteration 36Q (9265.470000 sec): 3 clusters
  Score: Raw -189170.118229 + Penalty 2466.862757 = -186703.255472
  nChanged 10
		SP:Iteration 37Q (9265.470000 sec): 3 clusters
  Score: Raw -189178.977429 + Penalty 2466.862757 = -186712.114671
  nChanged 10
		SP:Iteration 38Q (9265.480000 sec): 3 clusters
  Score: Raw -189185.573006 + Penalty 2466.862757 = -186718.710249
  nChanged 9
		SP:Iteration 39Q (9265.480000 sec): 3 clusters
  Score: Raw -189190.478658 + Penalty 2466.862757 = -186723.615901
  nChanged 4
		SP:Iteration 40F (9265.480000 sec): 3 clusters
  Score: Raw -189191.926458 + Penalty 2466.862757 = -186725.063700
  nChanged 4
		SP:Iteration 41Q (9265.490000 sec): 3 clusters
  Score: Raw -189194.356927 + Penalty 2466.862757 = -186727.494169
  nChanged 4
		SP:Iteration 42Q (9265.500000 sec): 3 clusters
  Score: Raw -189196.691156 + Penalty 2466.862757 = -186729.828399
  nChanged 2
		SP:Iteration 43Q (9265.500000 sec): 3 clusters
  Score: Raw -189197.195169 + Penalty 2466.862757 = -186730.332411
  nChanged 1
		SP:Iteration 44Q (9265.500000 sec): 3 clusters
  Score: Raw -189197.327220 + Penalty 2466.862757 = -186730.464463
  nChanged 1
		SP:Iteration 45Q (9265.510000 sec): 3 clusters
  Score: Raw -189197.670818 + Penalty 2466.862757 = -186730.808061
  nChanged 1
		SP:Iteration 46Q (9265.510000 sec): 3 clusters
  Score: Raw -189197.813256 + Penalty 2466.862757 = -186730.950499
  nChanged 1
		SP:Iteration 47Q (9265.520000 sec): 3 clusters
  Score: Raw -189197.977973 + Penalty 2466.862757 = -186731.115216
  nChanged 0
		SP:Iteration 48F (9265.520000 sec): 3 clusters
  Score: Raw -189197.977973 + Penalty 2466.862757 = -186731.115216
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9265.520000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9265.520000 sec): 3 clusters
  Score: Raw -11345.627557 + Penalty 1615.189322 = -9730.438234
  nChanged 13
		SP:Iteration 1F (9265.520000 sec): 3 clusters
  Score: Raw -11411.501309 + Penalty 1615.189322 = -9796.311987
  nChanged 5
		SP:Iteration 2Q (9265.520000 sec): 3 clusters
  Score: Raw -11432.653858 + Penalty 1615.189322 = -9817.464535
  nChanged 0
		SP:Iteration 3F (9265.520000 sec): 3 clusters
  Score: Raw -11432.653858 + Penalty 1615.189322 = -9817.464535
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9265.540000 sec): 2 clusters
  Score: Raw -351301.510713 + Penalty 1323.604680 = -349977.906033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9265.540000 sec): 3 clusters
  Score: Raw -349665.356735 + Penalty 2647.209359 = -347018.147376
  nChanged 1284
		SP:Iteration 1F (9265.550000 sec): 3 clusters
  Score: Raw -350435.005304 + Penalty 2647.209359 = -347787.795945
  nChanged 290
		SP:Iteration 2F (9265.560000 sec): 3 clusters
  Score: Raw -350667.452475 + Penalty 2647.209359 = -348020.243116
  nChanged 243
		SP:Iteration 3F (9265.570000 sec): 3 clusters
  Score: Raw -350891.152778 + Penalty 2647.209359 = -348243.943419
  nChanged 238
		SP:Iteration 4F (9265.580000 sec): 3 clusters
  Score: Raw -351156.243874 + Penalty 2647.209359 = -348509.034515
  nChanged 234
		SP:Iteration 5F (9265.580000 sec): 3 clusters
  Score: Raw -351414.707043 + Penalty 2647.209359 = -348767.497684
  nChanged 182
		SP:Iteration 6F (9265.590000 sec): 3 clusters
  Score: Raw -351612.929300 + Penalty 2647.209359 = -348965.719941
  nChanged 133
		SP:Iteration 7Q (9265.600000 sec): 3 clusters
  Score: Raw -351747.304787 + Penalty 2647.209359 = -349100.095428
  nChanged 99
		SP:Iteration 8Q (9265.610000 sec): 3 clusters
  Score: Raw -351823.297316 + Penalty 2647.209359 = -349176.087957
  nChanged 66
		SP:Iteration 9Q (9265.620000 sec): 3 clusters
  Score: Raw -351874.700554 + Penalty 2647.209359 = -349227.491195
  nChanged 56
		SP:Iteration 10Q (9265.620000 sec): 3 clusters
  Score: Raw -351913.782067 + Penalty 2647.209359 = -349266.572708
  nChanged 58
		SP:Iteration 11Q (9265.630000 sec): 3 clusters
  Score: Raw -351948.928183 + Penalty 2647.209359 = -349301.718824
  nChanged 49
		SP:Iteration 12Q (9265.640000 sec): 3 clusters
  Score: Raw -351974.745048 + Penalty 2647.209359 = -349327.535688
  nChanged 29
		SP:Iteration 13Q (9265.650000 sec): 3 clusters
  Score: Raw -351989.402363 + Penalty 2647.209359 = -349342.193004
  nChanged 20
		SP:Iteration 14Q (9265.660000 sec): 3 clusters
  Score: Raw -351996.914198 + Penalty 2647.209359 = -349349.704839
  nChanged 12
		SP:Iteration 15Q (9265.670000 sec): 3 clusters
  Score: Raw -352000.873242 + Penalty 2647.209359 = -349353.663883
  nChanged 10
		SP:Iteration 16Q (9265.680000 sec): 3 clusters
  Score: Raw -352004.868955 + Penalty 2647.209359 = -349357.659596
  nChanged 7
		SP:Iteration 17Q (9265.680000 sec): 3 clusters
  Score: Raw -352007.657617 + Penalty 2647.209359 = -349360.448258
  nChanged 11
		SP:Iteration 18Q (9265.690000 sec): 3 clusters
  Score: Raw -352012.159588 + Penalty 2647.209359 = -349364.950229
  nChanged 9
		SP:Iteration 19Q (9265.700000 sec): 3 clusters
  Score: Raw -352016.018190 + Penalty 2647.209359 = -349368.808831
  nChanged 11
		SP:Iteration 20F (9265.710000 sec): 3 clusters
  Score: Raw -352019.338607 + Penalty 2647.209359 = -349372.129248
  nChanged 5
		SP:Iteration 21Q (9265.710000 sec): 3 clusters
  Score: Raw -352020.442574 + Penalty 2647.209359 = -349373.233215
  nChanged 1
		SP:Iteration 22Q (9265.720000 sec): 3 clusters
  Score: Raw -352020.836950 + Penalty 2647.209359 = -349373.627591
  nChanged 1
		SP:Iteration 23Q (9265.730000 sec): 3 clusters
  Score: Raw -352021.090708 + Penalty 2647.209359 = -349373.881349
  nChanged 1
		SP:Iteration 24Q (9265.740000 sec): 3 clusters
  Score: Raw -352021.381690 + Penalty 2647.209359 = -349374.172331
  nChanged 1
		SP:Iteration 25Q (9265.750000 sec): 3 clusters
  Score: Raw -352021.519111 + Penalty 2647.209359 = -349374.309752
  nChanged 0
		SP:Iteration 26F (9265.750000 sec): 3 clusters
  Score: Raw -352021.519111 + Penalty 2647.209359 = -349374.309752
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9265.770000 sec): 2 clusters
  Score: Raw -469277.195051 + Penalty 1374.575846 = -467902.619205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9265.780000 sec): 3 clusters
  Score: Raw -466835.632457 + Penalty 2749.151692 = -464086.480765
  nChanged 1895
		SP:Iteration 1F (9265.790000 sec): 3 clusters
  Score: Raw -467920.426056 + Penalty 2749.151692 = -465171.274363
  nChanged 359
		SP:Iteration 2F (9265.800000 sec): 3 clusters
  Score: Raw -468107.410143 + Penalty 2749.151692 = -465358.258451
  nChanged 220
		SP:Iteration 3Q (9265.810000 sec): 3 clusters
  Score: Raw -468220.278451 + Penalty 2749.151692 = -465471.126758
  nChanged 197
		SP:Iteration 4Q (9265.820000 sec): 3 clusters
  Score: Raw -468313.861344 + Penalty 2749.151692 = -465564.709652
  nChanged 177
		SP:Iteration 5Q (9265.830000 sec): 3 clusters
  Score: Raw -468410.579670 + Penalty 2749.151692 = -465661.427978
  nChanged 162
		SP:Iteration 6Q (9265.840000 sec): 3 clusters
  Score: Raw -468492.801473 + Penalty 2749.151692 = -465743.649781
  nChanged 155
		SP:Iteration 7Q (9265.850000 sec): 3 clusters
  Score: Raw -468563.357284 + Penalty 2749.151692 = -465814.205592
  nChanged 144
		SP:Iteration 8Q (9265.870000 sec): 3 clusters
  Score: Raw -468628.058401 + Penalty 2749.151692 = -465878.906709
  nChanged 141
		SP:Iteration 9Q (9265.880000 sec): 3 clusters
  Score: Raw -468697.851465 + Penalty 2749.151692 = -465948.699773
  nChanged 162
		SP:Iteration 10Q (9265.890000 sec): 3 clusters
  Score: Raw -468792.601991 + Penalty 2749.151692 = -466043.450299
  nChanged 160
		SP:Iteration 11Q (9265.900000 sec): 3 clusters
  Score: Raw -468884.597804 + Penalty 2749.151692 = -466135.446112
  nChanged 158
		SP:Iteration 12Q (9265.910000 sec): 3 clusters
  Score: Raw -468986.611603 + Penalty 2749.151692 = -466237.459911
  nChanged 140
		SP:Iteration 13Q (9265.920000 sec): 3 clusters
  Score: Raw -469077.572643 + Penalty 2749.151692 = -466328.420951
  nChanged 128
		SP:Iteration 14Q (9265.930000 sec): 3 clusters
  Score: Raw -469150.978281 + Penalty 2749.151692 = -466401.826589
  nChanged 93
		SP:Iteration 15Q (9265.940000 sec): 3 clusters
  Score: Raw -469204.310019 + Penalty 2749.151692 = -466455.158327
  nChanged 83
		SP:Iteration 16Q (9265.950000 sec): 3 clusters
  Score: Raw -469245.569601 + Penalty 2749.151692 = -466496.417909
  nChanged 72
		SP:Iteration 17Q (9265.960000 sec): 3 clusters
  Score: Raw -469286.419181 + Penalty 2749.151692 = -466537.267489
  nChanged 58
		SP:Iteration 18Q (9265.970000 sec): 3 clusters
  Score: Raw -469315.338116 + Penalty 2749.151692 = -466566.186424
  nChanged 44
		SP:Iteration 19Q (9265.980000 sec): 3 clusters
  Score: Raw -469339.649041 + Penalty 2749.151692 = -466590.497349
  nChanged 38
		SP:Iteration 20F (9265.990000 sec): 3 clusters
  Score: Raw -469361.663782 + Penalty 2749.151692 = -466612.512090
  nChanged 35
		SP:Iteration 21Q (9266.010000 sec): 3 clusters
  Score: Raw -469384.656984 + Penalty 2749.151692 = -466635.505292
  nChanged 34
		SP:Iteration 22Q (9266.010000 sec): 3 clusters
  Score: Raw -469404.662221 + Penalty 2749.151692 = -466655.510529
  nChanged 34
		SP:Iteration 23Q (9266.020000 sec): 3 clusters
  Score: Raw -469420.514914 + Penalty 2749.151692 = -466671.363222
  nChanged 25
		SP:Iteration 24Q (9266.030000 sec): 3 clusters
  Score: Raw -469431.637597 + Penalty 2749.151692 = -466682.485905
  nChanged 26
		SP:Iteration 25Q (9266.040000 sec): 3 clusters
  Score: Raw -469448.591505 + Penalty 2749.151692 = -466699.439813
  nChanged 29
		SP:Iteration 26Q (9266.050000 sec): 3 clusters
  Score: Raw -469467.782436 + Penalty 2749.151692 = -466718.630744
  nChanged 29
		SP:Iteration 27Q (9266.070000 sec): 3 clusters
  Score: Raw -469482.743852 + Penalty 2749.151692 = -466733.592160
  nChanged 22
		SP:Iteration 28Q (9266.070000 sec): 3 clusters
  Score: Raw -469496.195778 + Penalty 2749.151692 = -466747.044086
  nChanged 17
		SP:Iteration 29Q (9266.090000 sec): 3 clusters
  Score: Raw -469511.318686 + Penalty 2749.151692 = -466762.166994
  nChanged 25
		SP:Iteration 30Q (9266.090000 sec): 3 clusters
  Score: Raw -469533.370742 + Penalty 2749.151692 = -466784.219050
  nChanged 25
		SP:Iteration 31Q (9266.110000 sec): 3 clusters
  Score: Raw -469554.155649 + Penalty 2749.151692 = -466805.003957
  nChanged 28
		SP:Iteration 32Q (9266.110000 sec): 3 clusters
  Score: Raw -469578.806494 + Penalty 2749.151692 = -466829.654802
  nChanged 33
		SP:Iteration 33Q (9266.130000 sec): 3 clusters
  Score: Raw -469610.996747 + Penalty 2749.151692 = -466861.845055
  nChanged 31
		SP:Iteration 34Q (9266.140000 sec): 3 clusters
  Score: Raw -469632.781858 + Penalty 2749.151692 = -466883.630166
  nChanged 31
		SP:Iteration 35Q (9266.150000 sec): 3 clusters
  Score: Raw -469651.928610 + Penalty 2749.151692 = -466902.776918
  nChanged 25
		SP:Iteration 36Q (9266.160000 sec): 3 clusters
  Score: Raw -469674.885201 + Penalty 2749.151692 = -466925.733509
  nChanged 26
		SP:Iteration 37Q (9266.170000 sec): 3 clusters
  Score: Raw -469693.217149 + Penalty 2749.151692 = -466944.065457
  nChanged 24
		SP:Iteration 38Q (9266.180000 sec): 3 clusters
  Score: Raw -469709.776786 + Penalty 2749.151692 = -466960.625094
  nChanged 20
		SP:Iteration 39Q (9266.190000 sec): 3 clusters
  Score: Raw -469722.038605 + Penalty 2749.151692 = -466972.886913
  nChanged 21
		SP:Iteration 40F (9266.200000 sec): 3 clusters
  Score: Raw -469735.884889 + Penalty 2749.151692 = -466986.733197
  nChanged 7
		SP:Iteration 41Q (9266.210000 sec): 3 clusters
  Score: Raw -469739.828201 + Penalty 2749.151692 = -466990.676509
  nChanged 7
		SP:Iteration 42Q (9266.220000 sec): 3 clusters
  Score: Raw -469743.825001 + Penalty 2749.151692 = -466994.673309
  nChanged 2
		SP:Iteration 43Q (9266.230000 sec): 3 clusters
  Score: Raw -469744.765004 + Penalty 2749.151692 = -466995.613312
  nChanged 2
		SP:Iteration 44Q (9266.240000 sec): 3 clusters
  Score: Raw -469745.921688 + Penalty 2749.151692 = -466996.769996
  nChanged 1
		SP:Iteration 45Q (9266.250000 sec): 3 clusters
  Score: Raw -469746.408261 + Penalty 2749.151692 = -466997.256569
  nChanged 0
		SP:Iteration 46F (9266.260000 sec): 3 clusters
  Score: Raw -469746.408261 + Penalty 2749.151692 = -466997.256569
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9266.270000 sec): 2 clusters
  Score: Raw -297166.201629 + Penalty 1306.781891 = -295859.419738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9266.280000 sec): 3 clusters
  Score: Raw -295707.840366 + Penalty 2613.563781 = -293094.276584
  nChanged 1165
		SP:Iteration 1F (9266.290000 sec): 3 clusters
  Score: Raw -296442.311049 + Penalty 2613.563781 = -293828.747268
  nChanged 239
		SP:Iteration 2F (9266.290000 sec): 3 clusters
  Score: Raw -296634.858708 + Penalty 2613.563781 = -294021.294927
  nChanged 182
		SP:Iteration 3F (9266.300000 sec): 3 clusters
  Score: Raw -296778.606898 + Penalty 2613.563781 = -294165.043117
  nChanged 148
		SP:Iteration 4Q (9266.310000 sec): 3 clusters
  Score: Raw -296898.408004 + Penalty 2613.563781 = -294284.844223
  nChanged 146
		SP:Iteration 5Q (9266.310000 sec): 3 clusters
  Score: Raw -297019.874789 + Penalty 2613.563781 = -294406.311008
  nChanged 117
		SP:Iteration 6Q (9266.320000 sec): 3 clusters
  Score: Raw -297128.831651 + Penalty 2613.563781 = -294515.267870
  nChanged 91
		SP:Iteration 7Q (9266.330000 sec): 3 clusters
  Score: Raw -297218.346602 + Penalty 2613.563781 = -294604.782821
  nChanged 89
		SP:Iteration 8Q (9266.330000 sec): 3 clusters
  Score: Raw -297314.482487 + Penalty 2613.563781 = -294700.918706
  nChanged 90
		SP:Iteration 9Q (9266.340000 sec): 3 clusters
  Score: Raw -297405.063188 + Penalty 2613.563781 = -294791.499407
  nChanged 78
		SP:Iteration 10Q (9266.350000 sec): 3 clusters
  Score: Raw -297475.096272 + Penalty 2613.563781 = -294861.532491
  nChanged 72
		SP:Iteration 11Q (9266.350000 sec): 3 clusters
  Score: Raw -297536.070127 + Penalty 2613.563781 = -294922.506346
  nChanged 61
		SP:Iteration 12Q (9266.360000 sec): 3 clusters
  Score: Raw -297584.349678 + Penalty 2613.563781 = -294970.785897
  nChanged 56
		SP:Iteration 13Q (9266.370000 sec): 3 clusters
  Score: Raw -297624.241590 + Penalty 2613.563781 = -295010.677809
  nChanged 41
		SP:Iteration 14Q (9266.370000 sec): 3 clusters
  Score: Raw -297652.382189 + Penalty 2613.563781 = -295038.818408
  nChanged 36
		SP:Iteration 15Q (9266.380000 sec): 3 clusters
  Score: Raw -297674.766042 + Penalty 2613.563781 = -295061.202261
  nChanged 33
		SP:Iteration 16Q (9266.390000 sec): 3 clusters
  Score: Raw -297692.759401 + Penalty 2613.563781 = -295079.195620
  nChanged 28
		SP:Iteration 17Q (9266.390000 sec): 3 clusters
  Score: Raw -297704.818219 + Penalty 2613.563781 = -295091.254438
  nChanged 27
		SP:Iteration 18Q (9266.400000 sec): 3 clusters
  Score: Raw -297715.404639 + Penalty 2613.563781 = -295101.840858
  nChanged 18
		SP:Iteration 19Q (9266.410000 sec): 3 clusters
  Score: Raw -297725.504702 + Penalty 2613.563781 = -295111.940921
  nChanged 24
		SP:Iteration 20F (9266.410000 sec): 3 clusters
  Score: Raw -297741.696136 + Penalty 2613.563781 = -295128.132355
  nChanged 31
		SP:Iteration 21Q (9266.420000 sec): 3 clusters
  Score: Raw -297763.965190 + Penalty 2613.563781 = -295150.401408
  nChanged 48
		SP:Iteration 22Q (9266.430000 sec): 3 clusters
  Score: Raw -297804.059189 + Penalty 2613.563781 = -295190.495408
  nChanged 52
		SP:Iteration 23Q (9266.430000 sec): 3 clusters
  Score: Raw -297846.175116 + Penalty 2613.563781 = -295232.611334
  nChanged 51
		SP:Iteration 24Q (9266.440000 sec): 3 clusters
  Score: Raw -297890.143758 + Penalty 2613.563781 = -295276.579977
  nChanged 51
		SP:Iteration 25Q (9266.450000 sec): 3 clusters
  Score: Raw -297926.070133 + Penalty 2613.563781 = -295312.506352
  nChanged 43
		SP:Iteration 26Q (9266.450000 sec): 3 clusters
  Score: Raw -297956.624838 + Penalty 2613.563781 = -295343.061056
  nChanged 34
		SP:Iteration 27Q (9266.460000 sec): 3 clusters
  Score: Raw -297983.160957 + Penalty 2613.563781 = -295369.597175
  nChanged 34
		SP:Iteration 28Q (9266.460000 sec): 3 clusters
  Score: Raw -298009.542930 + Penalty 2613.563781 = -295395.979149
  nChanged 28
		SP:Iteration 29Q (9266.470000 sec): 3 clusters
  Score: Raw -298031.020726 + Penalty 2613.563781 = -295417.456945
  nChanged 26
		SP:Iteration 30Q (9266.470000 sec): 3 clusters
  Score: Raw -298046.162524 + Penalty 2613.563781 = -295432.598743
  nChanged 23
		SP:Iteration 31Q (9266.480000 sec): 3 clusters
  Score: Raw -298058.647456 + Penalty 2613.563781 = -295445.083675
  nChanged 16
		SP:Iteration 32Q (9266.490000 sec): 3 clusters
  Score: Raw -298068.769434 + Penalty 2613.563781 = -295455.205653
  nChanged 11
		SP:Iteration 33Q (9266.490000 sec): 3 clusters
  Score: Raw -298073.524143 + Penalty 2613.563781 = -295459.960362
  nChanged 9
		SP:Iteration 34Q (9266.500000 sec): 3 clusters
  Score: Raw -298076.270828 + Penalty 2613.563781 = -295462.707047
  nChanged 9
		SP:Iteration 35Q (9266.510000 sec): 3 clusters
  Score: Raw -298081.307789 + Penalty 2613.563781 = -295467.744007
  nChanged 11
		SP:Iteration 36Q (9266.510000 sec): 3 clusters
  Score: Raw -298087.703403 + Penalty 2613.563781 = -295474.139622
  nChanged 10
		SP:Iteration 37Q (9266.510000 sec): 3 clusters
  Score: Raw -298094.535045 + Penalty 2613.563781 = -295480.971264
  nChanged 9
		SP:Iteration 38Q (9266.520000 sec): 3 clusters
  Score: Raw -298097.989171 + Penalty 2613.563781 = -295484.425389
  nChanged 4
		SP:Iteration 39Q (9266.530000 sec): 3 clusters
  Score: Raw -298098.803869 + Penalty 2613.563781 = -295485.240088
  nChanged 1
		SP:Iteration 40F (9266.530000 sec): 3 clusters
  Score: Raw -298099.287140 + Penalty 2613.563781 = -295485.723359
  nChanged 3
		SP:Iteration 41Q (9266.540000 sec): 3 clusters
  Score: Raw -298100.948980 + Penalty 2613.563781 = -295487.385199
  nChanged 5
		SP:Iteration 42Q (9266.550000 sec): 3 clusters
  Score: Raw -298102.941839 + Penalty 2613.563781 = -295489.378058
  nChanged 1
		SP:Iteration 43Q (9266.550000 sec): 3 clusters
  Score: Raw -298103.143758 + Penalty 2613.563781 = -295489.579977
  nChanged 0
		SP:Iteration 44F (9266.560000 sec): 3 clusters
  Score: Raw -298103.143758 + Penalty 2613.563781 = -295489.579977
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9266.570000 sec): 2 clusters
  Score: Raw -172344.029887 + Penalty 1226.211700 = -171117.818187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9266.570000 sec): 3 clusters
  Score: Raw -171575.531013 + Penalty 2452.423399 = -169123.107614
  nChanged 665
		SP:Iteration 1F (9266.580000 sec): 3 clusters
  Score: Raw -172078.291527 + Penalty 2452.423399 = -169625.868128
  nChanged 178
		SP:Iteration 2F (9266.580000 sec): 3 clusters
  Score: Raw -172271.209607 + Penalty 2452.423399 = -169818.786208
  nChanged 125
		SP:Iteration 3F (9266.590000 sec): 3 clusters
  Score: Raw -172397.136902 + Penalty 2452.423399 = -169944.713503
  nChanged 100
		SP:Iteration 4F (9266.590000 sec): 3 clusters
  Score: Raw -172478.084936 + Penalty 2452.423399 = -170025.661537
  nChanged 65
		SP:Iteration 5Q (9266.590000 sec): 3 clusters
  Score: Raw -172526.456430 + Penalty 2452.423399 = -170074.033031
  nChanged 39
		SP:Iteration 6Q (9266.600000 sec): 3 clusters
  Score: Raw -172559.030748 + Penalty 2452.423399 = -170106.607348
  nChanged 38
		SP:Iteration 7Q (9266.600000 sec): 3 clusters
  Score: Raw -172589.545569 + Penalty 2452.423399 = -170137.122170
  nChanged 26
		SP:Iteration 8Q (9266.610000 sec): 3 clusters
  Score: Raw -172607.379958 + Penalty 2452.423399 = -170154.956559
  nChanged 22
		SP:Iteration 9Q (9266.610000 sec): 3 clusters
  Score: Raw -172630.301494 + Penalty 2452.423399 = -170177.878095
  nChanged 26
		SP:Iteration 10Q (9266.610000 sec): 3 clusters
  Score: Raw -172660.282556 + Penalty 2452.423399 = -170207.859156
  nChanged 31
		SP:Iteration 11Q (9266.620000 sec): 3 clusters
  Score: Raw -172686.187927 + Penalty 2452.423399 = -170233.764528
  nChanged 26
		SP:Iteration 12Q (9266.630000 sec): 3 clusters
  Score: Raw -172709.421263 + Penalty 2452.423399 = -170256.997864
  nChanged 25
		SP:Iteration 13Q (9266.630000 sec): 3 clusters
  Score: Raw -172726.300633 + Penalty 2452.423399 = -170273.877233
  nChanged 16
		SP:Iteration 14Q (9266.630000 sec): 3 clusters
  Score: Raw -172737.515028 + Penalty 2452.423399 = -170285.091629
  nChanged 9
		SP:Iteration 15Q (9266.640000 sec): 3 clusters
  Score: Raw -172742.807633 + Penalty 2452.423399 = -170290.384234
  nChanged 9
		SP:Iteration 16Q (9266.640000 sec): 3 clusters
  Score: Raw -172748.082409 + Penalty 2452.423399 = -170295.659010
  nChanged 8
		SP:Iteration 17Q (9266.650000 sec): 3 clusters
  Score: Raw -172752.336105 + Penalty 2452.423399 = -170299.912706
  nChanged 7
		SP:Iteration 18Q (9266.650000 sec): 3 clusters
  Score: Raw -172757.474242 + Penalty 2452.423399 = -170305.050843
  nChanged 5
		SP:Iteration 19Q (9266.650000 sec): 3 clusters
  Score: Raw -172761.948683 + Penalty 2452.423399 = -170309.525283
  nChanged 5
		SP:Iteration 20F (9266.660000 sec): 3 clusters
  Score: Raw -172765.626846 + Penalty 2452.423399 = -170313.203446
  nChanged 6
		SP:Iteration 21Q (9266.660000 sec): 3 clusters
  Score: Raw -172769.229028 + Penalty 2452.423399 = -170316.805629
  nChanged 4
		SP:Iteration 22Q (9266.670000 sec): 3 clusters
  Score: Raw -172771.597526 + Penalty 2452.423399 = -170319.174127
  nChanged 4
		SP:Iteration 23Q (9266.670000 sec): 3 clusters
  Score: Raw -172773.202302 + Penalty 2452.423399 = -170320.778903
  nChanged 0
		SP:Iteration 24F (9266.670000 sec): 3 clusters
  Score: Raw -172773.202302 + Penalty 2452.423399 = -170320.778903
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9266.680000 sec): 2 clusters
  Score: Raw -174316.531137 + Penalty 1223.179087 = -173093.352050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9266.690000 sec): 3 clusters
  Score: Raw -173554.369378 + Penalty 2446.358174 = -171108.011204
  nChanged 635
		SP:Iteration 1F (9266.690000 sec): 3 clusters
  Score: Raw -173958.518731 + Penalty 2446.358174 = -171512.160557
  nChanged 142
		SP:Iteration 2F (9266.690000 sec): 3 clusters
  Score: Raw -174074.433342 + Penalty 2446.358174 = -171628.075168
  nChanged 100
		SP:Iteration 3F (9266.700000 sec): 3 clusters
  Score: Raw -174156.092103 + Penalty 2446.358174 = -171709.733930
  nChanged 64
		SP:Iteration 4Q (9266.710000 sec): 3 clusters
  Score: Raw -174205.258870 + Penalty 2446.358174 = -171758.900696
  nChanged 55
		SP:Iteration 5Q (9266.710000 sec): 3 clusters
  Score: Raw -174244.451843 + Penalty 2446.358174 = -171798.093669
  nChanged 36
		SP:Iteration 6Q (9266.710000 sec): 3 clusters
  Score: Raw -174268.209201 + Penalty 2446.358174 = -171821.851027
  nChanged 16
		SP:Iteration 7Q (9266.720000 sec): 3 clusters
  Score: Raw -174279.637476 + Penalty 2446.358174 = -171833.279303
  nChanged 20
		SP:Iteration 8Q (9266.720000 sec): 3 clusters
  Score: Raw -174291.527829 + Penalty 2446.358174 = -171845.169655
  nChanged 23
		SP:Iteration 9Q (9266.730000 sec): 3 clusters
  Score: Raw -174309.786912 + Penalty 2446.358174 = -171863.428739
  nChanged 23
		SP:Iteration 10Q (9266.730000 sec): 3 clusters
  Score: Raw -174333.984564 + Penalty 2446.358174 = -171887.626390
  nChanged 15
		SP:Iteration 11Q (9266.730000 sec): 3 clusters
  Score: Raw -174343.346758 + Penalty 2446.358174 = -171896.988584
  nChanged 11
		SP:Iteration 12Q (9266.740000 sec): 3 clusters
  Score: Raw -174349.251158 + Penalty 2446.358174 = -171902.892984
  nChanged 3
		SP:Iteration 13Q (9266.740000 sec): 3 clusters
  Score: Raw -174350.060071 + Penalty 2446.358174 = -171903.701898
  nChanged 2
		SP:Iteration 14Q (9266.750000 sec): 3 clusters
  Score: Raw -174351.032982 + Penalty 2446.358174 = -171904.674808
  nChanged 1
		SP:Iteration 15Q (9266.750000 sec): 3 clusters
  Score: Raw -174352.565171 + Penalty 2446.358174 = -171906.206997
  nChanged 3
		SP:Iteration 16Q (9266.750000 sec): 3 clusters
  Score: Raw -174354.283026 + Penalty 2446.358174 = -171907.924853
  nChanged 2
		SP:Iteration 17Q (9266.760000 sec): 3 clusters
  Score: Raw -174355.585441 + Penalty 2446.358174 = -171909.227268
  nChanged 3
		SP:Iteration 18Q (9266.760000 sec): 3 clusters
  Score: Raw -174356.666426 + Penalty 2446.358174 = -171910.308253
  nChanged 0
		SP:Iteration 19F (9266.770000 sec): 3 clusters
  Score: Raw -174356.666426 + Penalty 2446.358174 = -171910.308253
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9266.770000 sec): 2 clusters
  Score: Raw -71053.159094 + Penalty 1070.923920 = -69982.235174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9266.770000 sec): 3 clusters
  Score: Raw -70890.594887 + Penalty 2141.847841 = -68748.747046
  nChanged 179
		SP:Iteration 1F (9266.780000 sec): 3 clusters
  Score: Raw -71077.135071 + Penalty 2141.847841 = -68935.287231
  nChanged 47
		SP:Iteration 2F (9266.780000 sec): 3 clusters
  Score: Raw -71137.759193 + Penalty 2141.847841 = -68995.911352
  nChanged 27
		SP:Iteration 3Q (9266.780000 sec): 3 clusters
  Score: Raw -71171.407898 + Penalty 2141.847841 = -69029.560057
  nChanged 17
		SP:Iteration 4Q (9266.780000 sec): 3 clusters
  Score: Raw -71197.556551 + Penalty 2141.847841 = -69055.708710
  nChanged 14
		SP:Iteration 5Q (9266.780000 sec): 3 clusters
  Score: Raw -71216.418472 + Penalty 2141.847841 = -69074.570631
  nChanged 13
		SP:Iteration 6Q (9266.790000 sec): 3 clusters
  Score: Raw -71237.509905 + Penalty 2141.847841 = -69095.662064
  nChanged 9
		SP:Iteration 7Q (9266.790000 sec): 3 clusters
  Score: Raw -71249.134511 + Penalty 2141.847841 = -69107.286671
  nChanged 6
		SP:Iteration 8Q (9266.790000 sec): 3 clusters
  Score: Raw -71260.321783 + Penalty 2141.847841 = -69118.473942
  nChanged 8
		SP:Iteration 9Q (9266.790000 sec): 3 clusters
  Score: Raw -71269.219337 + Penalty 2141.847841 = -69127.371496
  nChanged 4
		SP:Iteration 10Q (9266.790000 sec): 3 clusters
  Score: Raw -71272.322613 + Penalty 2141.847841 = -69130.474773
  nChanged 2
		SP:Iteration 11Q (9266.790000 sec): 3 clusters
  Score: Raw -71273.315706 + Penalty 2141.847841 = -69131.467865
  nChanged 1
		SP:Iteration 12Q (9266.790000 sec): 3 clusters
  Score: Raw -71273.804941 + Penalty 2141.847841 = -69131.957100
  nChanged 0
		SP:Iteration 13F (9266.800000 sec): 3 clusters
  Score: Raw -71273.804941 + Penalty 2141.847841 = -69131.957100
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9266.810000 sec): 2 clusters
  Score: Raw -199720.340667 + Penalty 1241.363690 = -198478.976976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9266.810000 sec): 3 clusters
  Score: Raw -198798.458456 + Penalty 2482.727381 = -196315.731075
  nChanged 740
		SP:Iteration 1F (9266.810000 sec): 3 clusters
  Score: Raw -199289.936662 + Penalty 2482.727381 = -196807.209282
  nChanged 153
		SP:Iteration 2F (9266.820000 sec): 3 clusters
  Score: Raw -199393.673908 + Penalty 2482.727381 = -196910.946527
  nChanged 90
		SP:Iteration 3Q (9266.830000 sec): 3 clusters
  Score: Raw -199446.257987 + Penalty 2482.727381 = -196963.530606
  nChanged 57
		SP:Iteration 4Q (9266.830000 sec): 3 clusters
  Score: Raw -199475.183765 + Penalty 2482.727381 = -196992.456384
  nChanged 41
		SP:Iteration 5Q (9266.830000 sec): 3 clusters
  Score: Raw -199496.003310 + Penalty 2482.727381 = -197013.275930
  nChanged 33
		SP:Iteration 6Q (9266.840000 sec): 3 clusters
  Score: Raw -199509.401069 + Penalty 2482.727381 = -197026.673689
  nChanged 22
		SP:Iteration 7Q (9266.840000 sec): 3 clusters
  Score: Raw -199519.363547 + Penalty 2482.727381 = -197036.636166
  nChanged 25
		SP:Iteration 8Q (9266.850000 sec): 3 clusters
  Score: Raw -199531.292193 + Penalty 2482.727381 = -197048.564812
  nChanged 26
		SP:Iteration 9Q (9266.850000 sec): 3 clusters
  Score: Raw -199541.986982 + Penalty 2482.727381 = -197059.259601
  nChanged 19
		SP:Iteration 10Q (9266.860000 sec): 3 clusters
  Score: Raw -199552.005520 + Penalty 2482.727381 = -197069.278139
  nChanged 15
		SP:Iteration 11Q (9266.860000 sec): 3 clusters
  Score: Raw -199558.673213 + Penalty 2482.727381 = -197075.945833
  nChanged 10
		SP:Iteration 12Q (9266.870000 sec): 3 clusters
  Score: Raw -199562.976745 + Penalty 2482.727381 = -197080.249365
  nChanged 6
		SP:Iteration 13Q (9266.870000 sec): 3 clusters
  Score: Raw -199567.456816 + Penalty 2482.727381 = -197084.729435
  nChanged 6
		SP:Iteration 14Q (9266.880000 sec): 3 clusters
  Score: Raw -199572.662835 + Penalty 2482.727381 = -197089.935454
  nChanged 10
		SP:Iteration 15Q (9266.880000 sec): 3 clusters
  Score: Raw -199578.694187 + Penalty 2482.727381 = -197095.966806
  nChanged 12
		SP:Iteration 16Q (9266.890000 sec): 3 clusters
  Score: Raw -199583.580114 + Penalty 2482.727381 = -197100.852733
  nChanged 6
		SP:Iteration 17Q (9266.890000 sec): 3 clusters
  Score: Raw -199585.750235 + Penalty 2482.727381 = -197103.022854
  nChanged 4
		SP:Iteration 18Q (9266.900000 sec): 3 clusters
  Score: Raw -199587.101788 + Penalty 2482.727381 = -197104.374407
  nChanged 4
		SP:Iteration 19Q (9266.900000 sec): 3 clusters
  Score: Raw -199589.592991 + Penalty 2482.727381 = -197106.865610
  nChanged 3
		SP:Iteration 20F (9266.910000 sec): 3 clusters
  Score: Raw -199590.361422 + Penalty 2482.727381 = -197107.634042
  nChanged 2
		SP:Iteration 21Q (9266.910000 sec): 3 clusters
  Score: Raw -199590.792181 + Penalty 2482.727381 = -197108.064800
  nChanged 3
		SP:Iteration 22Q (9266.910000 sec): 3 clusters
  Score: Raw -199593.048432 + Penalty 2482.727381 = -197110.321051
  nChanged 7
		SP:Iteration 23Q (9266.920000 sec): 3 clusters
  Score: Raw -199596.537064 + Penalty 2482.727381 = -197113.809683
  nChanged 11
		SP:Iteration 24Q (9266.930000 sec): 3 clusters
  Score: Raw -199601.288642 + Penalty 2482.727381 = -197118.561261
  nChanged 8
		SP:Iteration 25Q (9266.930000 sec): 3 clusters
  Score: Raw -199603.976967 + Penalty 2482.727381 = -197121.249587
  nChanged 6
		SP:Iteration 26Q (9266.930000 sec): 3 clusters
  Score: Raw -199606.914566 + Penalty 2482.727381 = -197124.187185
  nChanged 9
		SP:Iteration 27Q (9266.940000 sec): 3 clusters
  Score: Raw -199610.134222 + Penalty 2482.727381 = -197127.406841
  nChanged 5
		SP:Iteration 28Q (9266.950000 sec): 3 clusters
  Score: Raw -199612.639998 + Penalty 2482.727381 = -197129.912618
  nChanged 4
		SP:Iteration 29Q (9266.950000 sec): 3 clusters
  Score: Raw -199614.475249 + Penalty 2482.727381 = -197131.747868
  nChanged 6
		SP:Iteration 30Q (9266.950000 sec): 3 clusters
  Score: Raw -199617.153790 + Penalty 2482.727381 = -197134.426409
  nChanged 10
		SP:Iteration 31Q (9266.960000 sec): 3 clusters
  Score: Raw -199621.316312 + Penalty 2482.727381 = -197138.588931
  nChanged 7
		SP:Iteration 32Q (9266.960000 sec): 3 clusters
  Score: Raw -199623.519026 + Penalty 2482.727381 = -197140.791645
  nChanged 3
		SP:Iteration 33Q (9266.970000 sec): 3 clusters
  Score: Raw -199624.194070 + Penalty 2482.727381 = -197141.466689
  nChanged 3
		SP:Iteration 34Q (9266.970000 sec): 3 clusters
  Score: Raw -199625.312992 + Penalty 2482.727381 = -197142.585611
  nChanged 3
		SP:Iteration 35Q (9266.980000 sec): 3 clusters
  Score: Raw -199626.297697 + Penalty 2482.727381 = -197143.570316
  nChanged 3
		SP:Iteration 36Q (9266.980000 sec): 3 clusters
  Score: Raw -199627.619607 + Penalty 2482.727381 = -197144.892227
  nChanged 3
		SP:Iteration 37Q (9266.990000 sec): 3 clusters
  Score: Raw -199628.383713 + Penalty 2482.727381 = -197145.656332
  nChanged 2
		SP:Iteration 38Q (9266.990000 sec): 3 clusters
  Score: Raw -199628.866742 + Penalty 2482.727381 = -197146.139361
  nChanged 2
		SP:Iteration 39Q (9267.000000 sec): 3 clusters
  Score: Raw -199629.226066 + Penalty 2482.727381 = -197146.498686
  nChanged 1
		SP:Iteration 40F (9267.000000 sec): 3 clusters
  Score: Raw -199629.434852 + Penalty 2482.727381 = -197146.707471
  nChanged 2
		SP:Iteration 41Q (9267.010000 sec): 3 clusters
  Score: Raw -199629.744457 + Penalty 2482.727381 = -197147.017077
  nChanged 0
		SP:Iteration 42F (9267.010000 sec): 3 clusters
  Score: Raw -199629.744457 + Penalty 2482.727381 = -197147.017077
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.020000 sec): 2 clusters
  Score: Raw -128456.870022 + Penalty 1174.613123 = -127282.256899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.020000 sec): 3 clusters
  Score: Raw -127994.264527 + Penalty 2349.226247 = -125645.038281
  nChanged 439
		SP:Iteration 1F (9267.030000 sec): 3 clusters
  Score: Raw -128382.689011 + Penalty 2349.226247 = -126033.462765
  nChanged 120
		SP:Iteration 2F (9267.030000 sec): 3 clusters
  Score: Raw -128523.429613 + Penalty 2349.226247 = -126174.203366
  nChanged 72
		SP:Iteration 3F (9267.030000 sec): 3 clusters
  Score: Raw -128623.558196 + Penalty 2349.226247 = -126274.331950
  nChanged 68
		SP:Iteration 4Q (9267.030000 sec): 3 clusters
  Score: Raw -128735.760144 + Penalty 2349.226247 = -126386.533897
  nChanged 64
		SP:Iteration 5Q (9267.040000 sec): 3 clusters
  Score: Raw -128842.923880 + Penalty 2349.226247 = -126493.697633
  nChanged 54
		SP:Iteration 6Q (9267.040000 sec): 3 clusters
  Score: Raw -128928.122814 + Penalty 2349.226247 = -126578.896567
  nChanged 42
		SP:Iteration 7Q (9267.040000 sec): 3 clusters
  Score: Raw -128986.107622 + Penalty 2349.226247 = -126636.881375
  nChanged 37
		SP:Iteration 8Q (9267.050000 sec): 3 clusters
  Score: Raw -129048.408662 + Penalty 2349.226247 = -126699.182415
  nChanged 34
		SP:Iteration 9Q (9267.050000 sec): 3 clusters
  Score: Raw -129106.930194 + Penalty 2349.226247 = -126757.703948
  nChanged 27
		SP:Iteration 10Q (9267.050000 sec): 3 clusters
  Score: Raw -129147.651201 + Penalty 2349.226247 = -126798.424954
  nChanged 28
		SP:Iteration 11Q (9267.050000 sec): 3 clusters
  Score: Raw -129186.387622 + Penalty 2349.226247 = -126837.161375
  nChanged 28
		SP:Iteration 12Q (9267.060000 sec): 3 clusters
  Score: Raw -129214.839136 + Penalty 2349.226247 = -126865.612889
  nChanged 21
		SP:Iteration 13Q (9267.060000 sec): 3 clusters
  Score: Raw -129235.300178 + Penalty 2349.226247 = -126886.073931
  nChanged 19
		SP:Iteration 14Q (9267.060000 sec): 3 clusters
  Score: Raw -129257.344835 + Penalty 2349.226247 = -126908.118589
  nChanged 18
		SP:Iteration 15Q (9267.070000 sec): 3 clusters
  Score: Raw -129282.848456 + Penalty 2349.226247 = -126933.622210
  nChanged 22
		SP:Iteration 16Q (9267.070000 sec): 3 clusters
  Score: Raw -129317.065974 + Penalty 2349.226247 = -126967.839727
  nChanged 24
		SP:Iteration 17Q (9267.070000 sec): 3 clusters
  Score: Raw -129351.824790 + Penalty 2349.226247 = -127002.598544
  nChanged 20
		SP:Iteration 18Q (9267.070000 sec): 3 clusters
  Score: Raw -129381.012906 + Penalty 2349.226247 = -127031.786659
  nChanged 20
		SP:Iteration 19Q (9267.070000 sec): 3 clusters
  Score: Raw -129407.280219 + Penalty 2349.226247 = -127058.053972
  nChanged 23
		SP:Iteration 20F (9267.080000 sec): 3 clusters
  Score: Raw -129435.886753 + Penalty 2349.226247 = -127086.660506
  nChanged 21
		SP:Iteration 21Q (9267.080000 sec): 3 clusters
  Score: Raw -129455.932175 + Penalty 2349.226247 = -127106.705928
  nChanged 10
		SP:Iteration 22Q (9267.090000 sec): 3 clusters
  Score: Raw -129466.787808 + Penalty 2349.226247 = -127117.561561
  nChanged 7
		SP:Iteration 23Q (9267.090000 sec): 3 clusters
  Score: Raw -129474.223192 + Penalty 2349.226247 = -127124.996945
  nChanged 7
		SP:Iteration 24Q (9267.090000 sec): 3 clusters
  Score: Raw -129484.175137 + Penalty 2349.226247 = -127134.948890
  nChanged 6
		SP:Iteration 25Q (9267.090000 sec): 3 clusters
  Score: Raw -129491.148988 + Penalty 2349.226247 = -127141.922742
  nChanged 5
		SP:Iteration 26Q (9267.090000 sec): 3 clusters
  Score: Raw -129501.330153 + Penalty 2349.226247 = -127152.103906
  nChanged 6
		SP:Iteration 27Q (9267.100000 sec): 3 clusters
  Score: Raw -129510.216921 + Penalty 2349.226247 = -127160.990675
  nChanged 6
		SP:Iteration 28Q (9267.100000 sec): 3 clusters
  Score: Raw -129525.380555 + Penalty 2349.226247 = -127176.154309
  nChanged 9
		SP:Iteration 29Q (9267.100000 sec): 3 clusters
  Score: Raw -129553.640996 + Penalty 2349.226247 = -127204.414750
  nChanged 12
		SP:Iteration 30Q (9267.100000 sec): 3 clusters
  Score: Raw -129575.478168 + Penalty 2349.226247 = -127226.251921
  nChanged 10
		SP:Iteration 31Q (9267.110000 sec): 3 clusters
  Score: Raw -129596.892208 + Penalty 2349.226247 = -127247.665961
  nChanged 6
		SP:Iteration 32Q (9267.110000 sec): 3 clusters
  Score: Raw -129609.098118 + Penalty 2349.226247 = -127259.871871
  nChanged 7
		SP:Iteration 33Q (9267.110000 sec): 3 clusters
  Score: Raw -129617.282513 + Penalty 2349.226247 = -127268.056266
  nChanged 6
		SP:Iteration 34Q (9267.110000 sec): 3 clusters
  Score: Raw -129627.017385 + Penalty 2349.226247 = -127277.791138
  nChanged 3
		SP:Iteration 35Q (9267.110000 sec): 3 clusters
  Score: Raw -129631.908970 + Penalty 2349.226247 = -127282.682723
  nChanged 1
		SP:Iteration 36Q (9267.120000 sec): 3 clusters
  Score: Raw -129633.473872 + Penalty 2349.226247 = -127284.247625
  nChanged 1
		SP:Iteration 37Q (9267.120000 sec): 3 clusters
  Score: Raw -129633.983281 + Penalty 2349.226247 = -127284.757035
  nChanged 1
		SP:Iteration 38Q (9267.120000 sec): 3 clusters
  Score: Raw -129634.397947 + Penalty 2349.226247 = -127285.171700
  nChanged 0
		SP:Iteration 39F (9267.130000 sec): 3 clusters
  Score: Raw -129640.393708 + Penalty 2349.226247 = -127291.167462
  nChanged 1
		SP:Iteration 40F (9267.130000 sec): 3 clusters
  Score: Raw -129657.005639 + Penalty 2349.226247 = -127307.779392
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.140000 sec): 2 clusters
  Score: Raw -185982.334751 + Penalty 1224.312103 = -184758.022648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.140000 sec): 3 clusters
  Score: Raw -185211.826516 + Penalty 2448.624206 = -182763.202310
  nChanged 639
		SP:Iteration 1F (9267.150000 sec): 3 clusters
  Score: Raw -185647.924760 + Penalty 2448.624206 = -183199.300554
  nChanged 144
		SP:Iteration 2F (9267.150000 sec): 3 clusters
  Score: Raw -185795.663299 + Penalty 2448.624206 = -183347.039093
  nChanged 108
		SP:Iteration 3F (9267.160000 sec): 3 clusters
  Score: Raw -185892.491782 + Penalty 2448.624206 = -183443.867576
  nChanged 73
		SP:Iteration 4Q (9267.160000 sec): 3 clusters
  Score: Raw -185964.617556 + Penalty 2448.624206 = -183515.993350
  nChanged 50
		SP:Iteration 5Q (9267.170000 sec): 3 clusters
  Score: Raw -186014.445077 + Penalty 2448.624206 = -183565.820871
  nChanged 41
		SP:Iteration 6Q (9267.170000 sec): 3 clusters
  Score: Raw -186049.548020 + Penalty 2448.624206 = -183600.923814
  nChanged 38
		SP:Iteration 7Q (9267.170000 sec): 3 clusters
  Score: Raw -186078.541746 + Penalty 2448.624206 = -183629.917540
  nChanged 36
		SP:Iteration 8Q (9267.180000 sec): 3 clusters
  Score: Raw -186108.680298 + Penalty 2448.624206 = -183660.056092
  nChanged 34
		SP:Iteration 9Q (9267.180000 sec): 3 clusters
  Score: Raw -186128.782192 + Penalty 2448.624206 = -183680.157986
  nChanged 32
		SP:Iteration 10Q (9267.190000 sec): 3 clusters
  Score: Raw -186149.245285 + Penalty 2448.624206 = -183700.621079
  nChanged 29
		SP:Iteration 11Q (9267.190000 sec): 3 clusters
  Score: Raw -186165.957007 + Penalty 2448.624206 = -183717.332801
  nChanged 17
		SP:Iteration 12Q (9267.190000 sec): 3 clusters
  Score: Raw -186175.902668 + Penalty 2448.624206 = -183727.278462
  nChanged 12
		SP:Iteration 13Q (9267.200000 sec): 3 clusters
  Score: Raw -186182.855877 + Penalty 2448.624206 = -183734.231671
  nChanged 10
		SP:Iteration 14Q (9267.200000 sec): 3 clusters
  Score: Raw -186187.964698 + Penalty 2448.624206 = -183739.340492
  nChanged 12
		SP:Iteration 15Q (9267.210000 sec): 3 clusters
  Score: Raw -186194.320144 + Penalty 2448.624206 = -183745.695938
  nChanged 5
		SP:Iteration 16Q (9267.210000 sec): 3 clusters
  Score: Raw -186198.658346 + Penalty 2448.624206 = -183750.034140
  nChanged 7
		SP:Iteration 17Q (9267.210000 sec): 3 clusters
  Score: Raw -186203.429739 + Penalty 2448.624206 = -183754.805533
  nChanged 7
		SP:Iteration 18Q (9267.220000 sec): 3 clusters
  Score: Raw -186206.978185 + Penalty 2448.624206 = -183758.353979
  nChanged 7
		SP:Iteration 19Q (9267.220000 sec): 3 clusters
  Score: Raw -186210.887342 + Penalty 2448.624206 = -183762.263136
  nChanged 5
		SP:Iteration 20F (9267.230000 sec): 3 clusters
  Score: Raw -186213.803696 + Penalty 2448.624206 = -183765.179490
  nChanged 5
		SP:Iteration 21Q (9267.230000 sec): 3 clusters
  Score: Raw -186216.741792 + Penalty 2448.624206 = -183768.117586
  nChanged 4
		SP:Iteration 22Q (9267.230000 sec): 3 clusters
  Score: Raw -186218.566517 + Penalty 2448.624206 = -183769.942311
  nChanged 2
		SP:Iteration 23Q (9267.240000 sec): 3 clusters
  Score: Raw -186219.074272 + Penalty 2448.624206 = -183770.450066
  nChanged 0
		SP:Iteration 24F (9267.240000 sec): 3 clusters
  Score: Raw -186219.074272 + Penalty 2448.624206 = -183770.450066
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.250000 sec): 2 clusters
  Score: Raw -127703.217672 + Penalty 1179.606371 = -126523.611301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.250000 sec): 3 clusters
  Score: Raw -127200.639173 + Penalty 2359.212742 = -124841.426431
  nChanged 469
		SP:Iteration 1F (9267.260000 sec): 3 clusters
  Score: Raw -127582.439955 + Penalty 2359.212742 = -125223.227213
  nChanged 111
		SP:Iteration 2F (9267.260000 sec): 3 clusters
  Score: Raw -127723.229141 + Penalty 2359.212742 = -125364.016399
  nChanged 108
		SP:Iteration 3F (9267.260000 sec): 3 clusters
  Score: Raw -127873.046713 + Penalty 2359.212742 = -125513.833971
  nChanged 55
		SP:Iteration 4Q (9267.270000 sec): 3 clusters
  Score: Raw -127919.511881 + Penalty 2359.212742 = -125560.299139
  nChanged 35
		SP:Iteration 5Q (9267.270000 sec): 3 clusters
  Score: Raw -127948.666432 + Penalty 2359.212742 = -125589.453690
  nChanged 26
		SP:Iteration 6Q (9267.270000 sec): 3 clusters
  Score: Raw -127969.534045 + Penalty 2359.212742 = -125610.321303
  nChanged 26
		SP:Iteration 7Q (9267.280000 sec): 3 clusters
  Score: Raw -127999.326046 + Penalty 2359.212742 = -125640.113305
  nChanged 24
		SP:Iteration 8Q (9267.280000 sec): 3 clusters
  Score: Raw -128030.004160 + Penalty 2359.212742 = -125670.791418
  nChanged 26
		SP:Iteration 9Q (9267.280000 sec): 3 clusters
  Score: Raw -128071.724655 + Penalty 2359.212742 = -125712.511913
  nChanged 33
		SP:Iteration 10Q (9267.290000 sec): 3 clusters
  Score: Raw -128128.608953 + Penalty 2359.212742 = -125769.396212
  nChanged 35
		SP:Iteration 11Q (9267.290000 sec): 3 clusters
  Score: Raw -128184.525179 + Penalty 2359.212742 = -125825.312437
  nChanged 36
		SP:Iteration 12Q (9267.290000 sec): 3 clusters
  Score: Raw -128230.572435 + Penalty 2359.212742 = -125871.359694
  nChanged 38
		SP:Iteration 13Q (9267.290000 sec): 3 clusters
  Score: Raw -128275.294416 + Penalty 2359.212742 = -125916.081675
  nChanged 28
		SP:Iteration 14Q (9267.300000 sec): 3 clusters
  Score: Raw -128299.530830 + Penalty 2359.212742 = -125940.318088
  nChanged 19
		SP:Iteration 15Q (9267.300000 sec): 3 clusters
  Score: Raw -128318.683948 + Penalty 2359.212742 = -125959.471207
  nChanged 23
		SP:Iteration 16Q (9267.310000 sec): 3 clusters
  Score: Raw -128348.240253 + Penalty 2359.212742 = -125989.027511
  nChanged 13
		SP:Iteration 17Q (9267.310000 sec): 3 clusters
  Score: Raw -128358.092047 + Penalty 2359.212742 = -125998.879305
  nChanged 9
		SP:Iteration 18Q (9267.310000 sec): 3 clusters
  Score: Raw -128362.944906 + Penalty 2359.212742 = -126003.732165
  nChanged 4
		SP:Iteration 19Q (9267.310000 sec): 3 clusters
  Score: Raw -128364.780110 + Penalty 2359.212742 = -126005.567369
  nChanged 0
		SP:Iteration 20F (9267.320000 sec): 3 clusters
  Score: Raw -128364.780110 + Penalty 2359.212742 = -126005.567369
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.330000 sec): 2 clusters
  Score: Raw -176953.940705 + Penalty 1248.253559 = -175705.687146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.330000 sec): 3 clusters
  Score: Raw -176074.374534 + Penalty 2496.507118 = -173577.867417
  nChanged 757
		SP:Iteration 1F (9267.330000 sec): 3 clusters
  Score: Raw -176634.132435 + Penalty 2496.507118 = -174137.625317
  nChanged 179
		SP:Iteration 2F (9267.340000 sec): 3 clusters
  Score: Raw -176809.376475 + Penalty 2496.507118 = -174312.869357
  nChanged 121
		SP:Iteration 3F (9267.350000 sec): 3 clusters
  Score: Raw -176976.419237 + Penalty 2496.507118 = -174479.912119
  nChanged 111
		SP:Iteration 4F (9267.350000 sec): 3 clusters
  Score: Raw -177126.991288 + Penalty 2496.507118 = -174630.484171
  nChanged 93
		SP:Iteration 5Q (9267.350000 sec): 3 clusters
  Score: Raw -177200.477292 + Penalty 2496.507118 = -174703.970174
  nChanged 66
		SP:Iteration 6Q (9267.360000 sec): 3 clusters
  Score: Raw -177251.750130 + Penalty 2496.507118 = -174755.243012
  nChanged 61
		SP:Iteration 7Q (9267.370000 sec): 3 clusters
  Score: Raw -177312.921531 + Penalty 2496.507118 = -174816.414413
  nChanged 60
		SP:Iteration 8Q (9267.370000 sec): 3 clusters
  Score: Raw -177363.067474 + Penalty 2496.507118 = -174866.560356
  nChanged 62
		SP:Iteration 9Q (9267.370000 sec): 3 clusters
  Score: Raw -177412.565771 + Penalty 2496.507118 = -174916.058653
  nChanged 45
		SP:Iteration 10Q (9267.380000 sec): 3 clusters
  Score: Raw -177461.602513 + Penalty 2496.507118 = -174965.095396
  nChanged 58
		SP:Iteration 11Q (9267.380000 sec): 3 clusters
  Score: Raw -177511.140126 + Penalty 2496.507118 = -175014.633009
  nChanged 60
		SP:Iteration 12Q (9267.390000 sec): 3 clusters
  Score: Raw -177571.425420 + Penalty 2496.507118 = -175074.918302
  nChanged 56
		SP:Iteration 13Q (9267.390000 sec): 3 clusters
  Score: Raw -177620.971093 + Penalty 2496.507118 = -175124.463976
  nChanged 63
		SP:Iteration 14Q (9267.400000 sec): 3 clusters
  Score: Raw -177673.565792 + Penalty 2496.507118 = -175177.058674
  nChanged 47
		SP:Iteration 15Q (9267.400000 sec): 3 clusters
  Score: Raw -177714.988602 + Penalty 2496.507118 = -175218.481484
  nChanged 48
		SP:Iteration 16Q (9267.410000 sec): 3 clusters
  Score: Raw -177756.892779 + Penalty 2496.507118 = -175260.385662
  nChanged 33
		SP:Iteration 17Q (9267.410000 sec): 3 clusters
  Score: Raw -177778.987521 + Penalty 2496.507118 = -175282.480403
  nChanged 37
		SP:Iteration 18Q (9267.420000 sec): 3 clusters
  Score: Raw -177806.223827 + Penalty 2496.507118 = -175309.716709
  nChanged 27
		SP:Iteration 19Q (9267.420000 sec): 3 clusters
  Score: Raw -177824.921162 + Penalty 2496.507118 = -175328.414044
  nChanged 25
		SP:Iteration 20F (9267.430000 sec): 3 clusters
  Score: Raw -177839.678710 + Penalty 2496.507118 = -175343.171592
  nChanged 15
		SP:Iteration 21Q (9267.430000 sec): 3 clusters
  Score: Raw -177851.265435 + Penalty 2496.507118 = -175354.758318
  nChanged 18
		SP:Iteration 22Q (9267.430000 sec): 3 clusters
  Score: Raw -177866.471287 + Penalty 2496.507118 = -175369.964169
  nChanged 19
		SP:Iteration 23Q (9267.440000 sec): 3 clusters
  Score: Raw -177878.398564 + Penalty 2496.507118 = -175381.891446
  nChanged 24
		SP:Iteration 24Q (9267.450000 sec): 3 clusters
  Score: Raw -177893.705817 + Penalty 2496.507118 = -175397.198699
  nChanged 23
		SP:Iteration 25Q (9267.450000 sec): 3 clusters
  Score: Raw -177913.575101 + Penalty 2496.507118 = -175417.067983
  nChanged 24
		SP:Iteration 26Q (9267.450000 sec): 3 clusters
  Score: Raw -177933.624418 + Penalty 2496.507118 = -175437.117300
  nChanged 24
		SP:Iteration 27Q (9267.460000 sec): 3 clusters
  Score: Raw -177950.225567 + Penalty 2496.507118 = -175453.718449
  nChanged 22
		SP:Iteration 28Q (9267.460000 sec): 3 clusters
  Score: Raw -177963.493138 + Penalty 2496.507118 = -175466.986020
  nChanged 18
		SP:Iteration 29Q (9267.470000 sec): 3 clusters
  Score: Raw -177976.027692 + Penalty 2496.507118 = -175479.520574
  nChanged 19
		SP:Iteration 30Q (9267.470000 sec): 3 clusters
  Score: Raw -177993.645395 + Penalty 2496.507118 = -175497.138277
  nChanged 17
		SP:Iteration 31Q (9267.470000 sec): 3 clusters
  Score: Raw -178008.875665 + Penalty 2496.507118 = -175512.368547
  nChanged 10
		SP:Iteration 32Q (9267.480000 sec): 3 clusters
  Score: Raw -178020.637725 + Penalty 2496.507118 = -175524.130607
  nChanged 12
		SP:Iteration 33Q (9267.480000 sec): 3 clusters
  Score: Raw -178033.598547 + Penalty 2496.507118 = -175537.091430
  nChanged 14
		SP:Iteration 34Q (9267.490000 sec): 3 clusters
  Score: Raw -178043.803500 + Penalty 2496.507118 = -175547.296383
  nChanged 9
		SP:Iteration 35Q (9267.490000 sec): 3 clusters
  Score: Raw -178050.543468 + Penalty 2496.507118 = -175554.036350
  nChanged 10
		SP:Iteration 36Q (9267.500000 sec): 3 clusters
  Score: Raw -178058.505903 + Penalty 2496.507118 = -175561.998786
  nChanged 5
		SP:Iteration 37Q (9267.500000 sec): 3 clusters
  Score: Raw -178061.340100 + Penalty 2496.507118 = -175564.832982
  nChanged 4
		SP:Iteration 38Q (9267.510000 sec): 3 clusters
  Score: Raw -178063.098829 + Penalty 2496.507118 = -175566.591712
  nChanged 0
		SP:Iteration 39F (9267.510000 sec): 3 clusters
  Score: Raw -178063.098829 + Penalty 2496.507118 = -175566.591712
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.520000 sec): 2 clusters
  Score: Raw -218218.160781 + Penalty 1256.438742 = -216961.722039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.530000 sec): 3 clusters
  Score: Raw -217205.227997 + Penalty 2512.877485 = -214692.350513
  nChanged 824
		SP:Iteration 1F (9267.530000 sec): 3 clusters
  Score: Raw -217733.966820 + Penalty 2512.877485 = -215221.089335
  nChanged 177
		SP:Iteration 2F (9267.530000 sec): 3 clusters
  Score: Raw -217877.300372 + Penalty 2512.877485 = -215364.422888
  nChanged 125
		SP:Iteration 3F (9267.540000 sec): 3 clusters
  Score: Raw -217972.219890 + Penalty 2512.877485 = -215459.342405
  nChanged 105
		SP:Iteration 4Q (9267.550000 sec): 3 clusters
  Score: Raw -218055.840529 + Penalty 2512.877485 = -215542.963044
  nChanged 88
		SP:Iteration 5Q (9267.550000 sec): 3 clusters
  Score: Raw -218115.838472 + Penalty 2512.877485 = -215602.960987
  nChanged 63
		SP:Iteration 6Q (9267.560000 sec): 3 clusters
  Score: Raw -218153.571858 + Penalty 2512.877485 = -215640.694374
  nChanged 56
		SP:Iteration 7Q (9267.560000 sec): 3 clusters
  Score: Raw -218186.976011 + Penalty 2512.877485 = -215674.098526
  nChanged 54
		SP:Iteration 8Q (9267.570000 sec): 3 clusters
  Score: Raw -218218.164405 + Penalty 2512.877485 = -215705.286920
  nChanged 53
		SP:Iteration 9Q (9267.570000 sec): 3 clusters
  Score: Raw -218249.047792 + Penalty 2512.877485 = -215736.170308
  nChanged 29
		SP:Iteration 10Q (9267.580000 sec): 3 clusters
  Score: Raw -218266.982191 + Penalty 2512.877485 = -215754.104707
  nChanged 30
		SP:Iteration 11Q (9267.580000 sec): 3 clusters
  Score: Raw -218286.711772 + Penalty 2512.877485 = -215773.834288
  nChanged 29
		SP:Iteration 12Q (9267.590000 sec): 3 clusters
  Score: Raw -218306.459930 + Penalty 2512.877485 = -215793.582445
  nChanged 32
		SP:Iteration 13Q (9267.590000 sec): 3 clusters
  Score: Raw -218326.305343 + Penalty 2512.877485 = -215813.427859
  nChanged 28
		SP:Iteration 14Q (9267.600000 sec): 3 clusters
  Score: Raw -218345.287236 + Penalty 2512.877485 = -215832.409751
  nChanged 28
		SP:Iteration 15Q (9267.600000 sec): 3 clusters
  Score: Raw -218361.753755 + Penalty 2512.877485 = -215848.876271
  nChanged 18
		SP:Iteration 16Q (9267.610000 sec): 3 clusters
  Score: Raw -218372.607498 + Penalty 2512.877485 = -215859.730014
  nChanged 14
		SP:Iteration 17Q (9267.610000 sec): 3 clusters
  Score: Raw -218384.025788 + Penalty 2512.877485 = -215871.148303
  nChanged 20
		SP:Iteration 18Q (9267.620000 sec): 3 clusters
  Score: Raw -218394.121719 + Penalty 2512.877485 = -215881.244235
  nChanged 11
		SP:Iteration 19Q (9267.630000 sec): 3 clusters
  Score: Raw -218401.720599 + Penalty 2512.877485 = -215888.843115
  nChanged 10
		SP:Iteration 20F (9267.630000 sec): 3 clusters
  Score: Raw -218408.126479 + Penalty 2512.877485 = -215895.248995
  nChanged 11
		SP:Iteration 21Q (9267.630000 sec): 3 clusters
  Score: Raw -218413.791717 + Penalty 2512.877485 = -215900.914232
  nChanged 7
		SP:Iteration 22Q (9267.640000 sec): 3 clusters
  Score: Raw -218417.199462 + Penalty 2512.877485 = -215904.321978
  nChanged 7
		SP:Iteration 23Q (9267.650000 sec): 3 clusters
  Score: Raw -218420.836479 + Penalty 2512.877485 = -215907.958994
  nChanged 7
		SP:Iteration 24Q (9267.650000 sec): 3 clusters
  Score: Raw -218425.193028 + Penalty 2512.877485 = -215912.315543
  nChanged 12
		SP:Iteration 25Q (9267.660000 sec): 3 clusters
  Score: Raw -218431.334392 + Penalty 2512.877485 = -215918.456908
  nChanged 10
		SP:Iteration 26Q (9267.660000 sec): 3 clusters
  Score: Raw -218436.567710 + Penalty 2512.877485 = -215923.690225
  nChanged 13
		SP:Iteration 27Q (9267.670000 sec): 3 clusters
  Score: Raw -218442.887622 + Penalty 2512.877485 = -215930.010138
  nChanged 11
		SP:Iteration 28Q (9267.670000 sec): 3 clusters
  Score: Raw -218450.287559 + Penalty 2512.877485 = -215937.410075
  nChanged 11
		SP:Iteration 29Q (9267.680000 sec): 3 clusters
  Score: Raw -218457.004744 + Penalty 2512.877485 = -215944.127260
  nChanged 9
		SP:Iteration 30Q (9267.680000 sec): 3 clusters
  Score: Raw -218461.952277 + Penalty 2512.877485 = -215949.074792
  nChanged 5
		SP:Iteration 31Q (9267.690000 sec): 3 clusters
  Score: Raw -218463.913285 + Penalty 2512.877485 = -215951.035800
  nChanged 2
		SP:Iteration 32Q (9267.690000 sec): 3 clusters
  Score: Raw -218464.958734 + Penalty 2512.877485 = -215952.081250
  nChanged 4
		SP:Iteration 33Q (9267.700000 sec): 3 clusters
  Score: Raw -218467.142393 + Penalty 2512.877485 = -215954.264909
  nChanged 3
		SP:Iteration 34Q (9267.700000 sec): 3 clusters
  Score: Raw -218469.952570 + Penalty 2512.877485 = -215957.075086
  nChanged 6
		SP:Iteration 35Q (9267.710000 sec): 3 clusters
  Score: Raw -218473.070444 + Penalty 2512.877485 = -215960.192959
  nChanged 5
		SP:Iteration 36Q (9267.710000 sec): 3 clusters
  Score: Raw -218475.018514 + Penalty 2512.877485 = -215962.141030
  nChanged 4
		SP:Iteration 37Q (9267.720000 sec): 3 clusters
  Score: Raw -218476.594255 + Penalty 2512.877485 = -215963.716770
  nChanged 1
		SP:Iteration 38Q (9267.730000 sec): 3 clusters
  Score: Raw -218477.789773 + Penalty 2512.877485 = -215964.912289
  nChanged 2
		SP:Iteration 39Q (9267.730000 sec): 3 clusters
  Score: Raw -218479.023991 + Penalty 2512.877485 = -215966.146506
  nChanged 2
		SP:Iteration 40F (9267.730000 sec): 3 clusters
  Score: Raw -218480.619972 + Penalty 2512.877485 = -215967.742488
  nChanged 2
		SP:Iteration 41Q (9267.740000 sec): 3 clusters
  Score: Raw -218481.330371 + Penalty 2512.877485 = -215968.452886
  nChanged 2
		SP:Iteration 42Q (9267.750000 sec): 3 clusters
  Score: Raw -218481.725306 + Penalty 2512.877485 = -215968.847821
  nChanged 0
		SP:Iteration 43F (9267.750000 sec): 3 clusters
  Score: Raw -218481.725306 + Penalty 2512.877485 = -215968.847821
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.760000 sec): 2 clusters
  Score: Raw -244962.501031 + Penalty 1266.658762 = -243695.842269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.770000 sec): 3 clusters
  Score: Raw -243843.990314 + Penalty 2533.317524 = -241310.672790
  nChanged 870
		SP:Iteration 1F (9267.770000 sec): 3 clusters
  Score: Raw -244404.491901 + Penalty 2533.317524 = -241871.174376
  nChanged 185
		SP:Iteration 2F (9267.780000 sec): 3 clusters
  Score: Raw -244545.969588 + Penalty 2533.317524 = -242012.652063
  nChanged 146
		SP:Iteration 3F (9267.780000 sec): 3 clusters
  Score: Raw -244655.587388 + Penalty 2533.317524 = -242122.269864
  nChanged 105
		SP:Iteration 4Q (9267.790000 sec): 3 clusters
  Score: Raw -244729.083584 + Penalty 2533.317524 = -242195.766059
  nChanged 85
		SP:Iteration 5Q (9267.790000 sec): 3 clusters
  Score: Raw -244791.982909 + Penalty 2533.317524 = -242258.665385
  nChanged 75
		SP:Iteration 6Q (9267.800000 sec): 3 clusters
  Score: Raw -244856.955347 + Penalty 2533.317524 = -242323.637823
  nChanged 83
		SP:Iteration 7Q (9267.810000 sec): 3 clusters
  Score: Raw -244925.679624 + Penalty 2533.317524 = -242392.362099
  nChanged 75
		SP:Iteration 8Q (9267.810000 sec): 3 clusters
  Score: Raw -245014.474091 + Penalty 2533.317524 = -242481.156567
  nChanged 90
		SP:Iteration 9Q (9267.810000 sec): 3 clusters
  Score: Raw -245131.828395 + Penalty 2533.317524 = -242598.510870
  nChanged 103
		SP:Iteration 10Q (9267.820000 sec): 3 clusters
  Score: Raw -245270.728533 + Penalty 2533.317524 = -242737.411008
  nChanged 88
		SP:Iteration 11Q (9267.830000 sec): 3 clusters
  Score: Raw -245361.985496 + Penalty 2533.317524 = -242828.667971
  nChanged 59
		SP:Iteration 12Q (9267.830000 sec): 3 clusters
  Score: Raw -245411.699281 + Penalty 2533.317524 = -242878.381756
  nChanged 56
		SP:Iteration 13Q (9267.840000 sec): 3 clusters
  Score: Raw -245454.300830 + Penalty 2533.317524 = -242920.983306
  nChanged 48
		SP:Iteration 14Q (9267.840000 sec): 3 clusters
  Score: Raw -245505.813281 + Penalty 2533.317524 = -242972.495756
  nChanged 53
		SP:Iteration 15Q (9267.850000 sec): 3 clusters
  Score: Raw -245581.703455 + Penalty 2533.317524 = -243048.385930
  nChanged 58
		SP:Iteration 16Q (9267.850000 sec): 3 clusters
  Score: Raw -245647.479794 + Penalty 2533.317524 = -243114.162269
  nChanged 47
		SP:Iteration 17Q (9267.860000 sec): 3 clusters
  Score: Raw -245702.694048 + Penalty 2533.317524 = -243169.376524
  nChanged 35
		SP:Iteration 18Q (9267.860000 sec): 3 clusters
  Score: Raw -245740.980981 + Penalty 2533.317524 = -243207.663456
  nChanged 26
		SP:Iteration 19Q (9267.870000 sec): 3 clusters
  Score: Raw -245774.996647 + Penalty 2533.317524 = -243241.679123
  nChanged 28
		SP:Iteration 20F (9267.870000 sec): 3 clusters
  Score: Raw -245808.848602 + Penalty 2533.317524 = -243275.531077
  nChanged 27
		SP:Iteration 21Q (9267.880000 sec): 3 clusters
  Score: Raw -245838.871649 + Penalty 2533.317524 = -243305.554125
  nChanged 24
		SP:Iteration 22Q (9267.880000 sec): 3 clusters
  Score: Raw -245869.992242 + Penalty 2533.317524 = -243336.674717
  nChanged 17
		SP:Iteration 23Q (9267.890000 sec): 3 clusters
  Score: Raw -245901.946426 + Penalty 2533.317524 = -243368.628902
  nChanged 23
		SP:Iteration 24Q (9267.890000 sec): 3 clusters
  Score: Raw -245925.567611 + Penalty 2533.317524 = -243392.250087
  nChanged 19
		SP:Iteration 25Q (9267.890000 sec): 3 clusters
  Score: Raw -245940.836951 + Penalty 2533.317524 = -243407.519426
  nChanged 10
		SP:Iteration 26Q (9267.900000 sec): 3 clusters
  Score: Raw -245953.500076 + Penalty 2533.317524 = -243420.182551
  nChanged 7
		SP:Iteration 27Q (9267.900000 sec): 3 clusters
  Score: Raw -245957.441138 + Penalty 2533.317524 = -243424.123613
  nChanged 4
		SP:Iteration 28Q (9267.910000 sec): 3 clusters
  Score: Raw -245959.904853 + Penalty 2533.317524 = -243426.587329
  nChanged 3
		SP:Iteration 29Q (9267.910000 sec): 3 clusters
  Score: Raw -245961.311722 + Penalty 2533.317524 = -243427.994198
  nChanged 0
		SP:Iteration 30F (9267.920000 sec): 3 clusters
  Score: Raw -245961.311722 + Penalty 2533.317524 = -243427.994198
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9267.930000 sec): 2 clusters
  Score: Raw -155707.085654 + Penalty 1208.066825 = -154499.018829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9267.930000 sec): 3 clusters
  Score: Raw -155047.701690 + Penalty 2416.133649 = -152631.568041
  nChanged 596
		SP:Iteration 1F (9267.930000 sec): 3 clusters
  Score: Raw -155537.342859 + Penalty 2416.133649 = -153121.209210
  nChanged 175
		SP:Iteration 2F (9267.940000 sec): 3 clusters
  Score: Raw -155725.807263 + Penalty 2416.133649 = -153309.673613
  nChanged 118
		SP:Iteration 3F (9267.940000 sec): 3 clusters
  Score: Raw -155829.187194 + Penalty 2416.133649 = -153413.053544
  nChanged 77
		SP:Iteration 4Q (9267.950000 sec): 3 clusters
  Score: Raw -155884.184450 + Penalty 2416.133649 = -153468.050801
  nChanged 47
		SP:Iteration 5Q (9267.950000 sec): 3 clusters
  Score: Raw -155920.249236 + Penalty 2416.133649 = -153504.115587
  nChanged 39
		SP:Iteration 6Q (9267.950000 sec): 3 clusters
  Score: Raw -155953.478096 + Penalty 2416.133649 = -153537.344446
  nChanged 31
		SP:Iteration 7Q (9267.960000 sec): 3 clusters
  Score: Raw -155984.830810 + Penalty 2416.133649 = -153568.697161
  nChanged 27
		SP:Iteration 8Q (9267.960000 sec): 3 clusters
  Score: Raw -156016.174195 + Penalty 2416.133649 = -153600.040546
  nChanged 32
		SP:Iteration 9Q (9267.970000 sec): 3 clusters
  Score: Raw -156045.948942 + Penalty 2416.133649 = -153629.815293
  nChanged 27
		SP:Iteration 10Q (9267.970000 sec): 3 clusters
  Score: Raw -156066.701219 + Penalty 2416.133649 = -153650.567570
  nChanged 16
		SP:Iteration 11Q (9267.970000 sec): 3 clusters
  Score: Raw -156078.070125 + Penalty 2416.133649 = -153661.936476
  nChanged 18
		SP:Iteration 12Q (9267.970000 sec): 3 clusters
  Score: Raw -156091.459302 + Penalty 2416.133649 = -153675.325652
  nChanged 12
		SP:Iteration 13Q (9267.980000 sec): 3 clusters
  Score: Raw -156100.503266 + Penalty 2416.133649 = -153684.369617
  nChanged 12
		SP:Iteration 14Q (9267.980000 sec): 3 clusters
  Score: Raw -156107.958508 + Penalty 2416.133649 = -153691.824858
  nChanged 13
		SP:Iteration 15Q (9267.990000 sec): 3 clusters
  Score: Raw -156114.989344 + Penalty 2416.133649 = -153698.855695
  nChanged 9
		SP:Iteration 16Q (9267.990000 sec): 3 clusters
  Score: Raw -156120.600959 + Penalty 2416.133649 = -153704.467310
  nChanged 5
		SP:Iteration 17Q (9267.990000 sec): 3 clusters
  Score: Raw -156123.634031 + Penalty 2416.133649 = -153707.500382
  nChanged 5
		SP:Iteration 18Q (9268.000000 sec): 3 clusters
  Score: Raw -156125.625905 + Penalty 2416.133649 = -153709.492255
  nChanged 2
		SP:Iteration 19Q (9268.000000 sec): 3 clusters
  Score: Raw -156126.544227 + Penalty 2416.133649 = -153710.410578
  nChanged 0
		SP:Iteration 20F (9268.010000 sec): 3 clusters
  Score: Raw -156126.544227 + Penalty 2416.133649 = -153710.410578
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9268.020000 sec): 2 clusters
  Score: Raw -413436.940267 + Penalty 1356.483441 = -412080.456826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9268.030000 sec): 3 clusters
  Score: Raw -411298.584219 + Penalty 2712.966882 = -408585.617337
  nChanged 1632
		SP:Iteration 1F (9268.040000 sec): 3 clusters
  Score: Raw -412217.208110 + Penalty 2712.966882 = -409504.241228
  nChanged 295
		SP:Iteration 2F (9268.050000 sec): 3 clusters
  Score: Raw -412377.039942 + Penalty 2712.966882 = -409664.073060
  nChanged 219
		SP:Iteration 3F (9268.060000 sec): 3 clusters
  Score: Raw -412502.332891 + Penalty 2712.966882 = -409789.366009
  nChanged 216
		SP:Iteration 4F (9268.070000 sec): 3 clusters
  Score: Raw -412636.041828 + Penalty 2712.966882 = -409923.074946
  nChanged 193
		SP:Iteration 5Q (9268.080000 sec): 3 clusters
  Score: Raw -412770.429402 + Penalty 2712.966882 = -410057.462520
  nChanged 192
		SP:Iteration 6Q (9268.090000 sec): 3 clusters
  Score: Raw -412914.391202 + Penalty 2712.966882 = -410201.424319
  nChanged 189
		SP:Iteration 7Q (9268.100000 sec): 3 clusters
  Score: Raw -413081.877055 + Penalty 2712.966882 = -410368.910173
  nChanged 217
		SP:Iteration 8F (9268.110000 sec): 3 clusters
  Score: Raw -413278.636159 + Penalty 2712.966882 = -410565.669276
  nChanged 195
		SP:Iteration 9Q (9268.120000 sec): 3 clusters
  Score: Raw -413455.944503 + Penalty 2712.966882 = -410742.977621
  nChanged 156
		SP:Iteration 10Q (9268.130000 sec): 3 clusters
  Score: Raw -413579.511125 + Penalty 2712.966882 = -410866.544243
  nChanged 115
		SP:Iteration 11Q (9268.140000 sec): 3 clusters
  Score: Raw -413670.508794 + Penalty 2712.966882 = -410957.541911
  nChanged 88
		SP:Iteration 12Q (9268.150000 sec): 3 clusters
  Score: Raw -413728.762257 + Penalty 2712.966882 = -411015.795375
  nChanged 61
		SP:Iteration 13Q (9268.150000 sec): 3 clusters
  Score: Raw -413763.718973 + Penalty 2712.966882 = -411050.752091
  nChanged 46
		SP:Iteration 14Q (9268.170000 sec): 3 clusters
  Score: Raw -413788.164118 + Penalty 2712.966882 = -411075.197236
  nChanged 29
		SP:Iteration 15Q (9268.170000 sec): 3 clusters
  Score: Raw -413802.432142 + Penalty 2712.966882 = -411089.465259
  nChanged 26
		SP:Iteration 16Q (9268.180000 sec): 3 clusters
  Score: Raw -413815.786335 + Penalty 2712.966882 = -411102.819453
  nChanged 28
		SP:Iteration 17Q (9268.190000 sec): 3 clusters
  Score: Raw -413830.815686 + Penalty 2712.966882 = -411117.848804
  nChanged 29
		SP:Iteration 18Q (9268.200000 sec): 3 clusters
  Score: Raw -413849.442639 + Penalty 2712.966882 = -411136.475756
  nChanged 18
		SP:Iteration 19Q (9268.210000 sec): 3 clusters
  Score: Raw -413861.353071 + Penalty 2712.966882 = -411148.386188
  nChanged 23
		SP:Iteration 20F (9268.220000 sec): 3 clusters
  Score: Raw -413876.877995 + Penalty 2712.966882 = -411163.911113
  nChanged 21
		SP:Iteration 21Q (9268.230000 sec): 3 clusters
  Score: Raw -413889.614426 + Penalty 2712.966882 = -411176.647544
  nChanged 24
		SP:Iteration 22Q (9268.240000 sec): 3 clusters
  Score: Raw -413901.824159 + Penalty 2712.966882 = -411188.857277
  nChanged 20
		SP:Iteration 23Q (9268.250000 sec): 3 clusters
  Score: Raw -413915.477529 + Penalty 2712.966882 = -411202.510647
  nChanged 17
		SP:Iteration 24Q (9268.250000 sec): 3 clusters
  Score: Raw -413932.884410 + Penalty 2712.966882 = -411219.917527
  nChanged 19
		SP:Iteration 25Q (9268.260000 sec): 3 clusters
  Score: Raw -413949.546982 + Penalty 2712.966882 = -411236.580100
  nChanged 29
		SP:Iteration 26Q (9268.270000 sec): 3 clusters
  Score: Raw -413970.507651 + Penalty 2712.966882 = -411257.540768
  nChanged 23
		SP:Iteration 27Q (9268.280000 sec): 3 clusters
  Score: Raw -413985.980521 + Penalty 2712.966882 = -411273.013639
  nChanged 19
		SP:Iteration 28Q (9268.290000 sec): 3 clusters
  Score: Raw -413997.853898 + Penalty 2712.966882 = -411284.887016
  nChanged 12
		SP:Iteration 29Q (9268.300000 sec): 3 clusters
  Score: Raw -414003.854878 + Penalty 2712.966882 = -411290.887995
  nChanged 12
		SP:Iteration 30Q (9268.310000 sec): 3 clusters
  Score: Raw -414010.163005 + Penalty 2712.966882 = -411297.196122
  nChanged 10
		SP:Iteration 31Q (9268.310000 sec): 3 clusters
  Score: Raw -414016.221544 + Penalty 2712.966882 = -411303.254662
  nChanged 11
		SP:Iteration 32Q (9268.320000 sec): 3 clusters
  Score: Raw -414023.397575 + Penalty 2712.966882 = -411310.430693
  nChanged 14
		SP:Iteration 33Q (9268.330000 sec): 3 clusters
  Score: Raw -414033.434845 + Penalty 2712.966882 = -411320.467963
  nChanged 14
		SP:Iteration 34Q (9268.340000 sec): 3 clusters
  Score: Raw -414043.294291 + Penalty 2712.966882 = -411330.327409
  nChanged 16
		SP:Iteration 35Q (9268.350000 sec): 3 clusters
  Score: Raw -414060.357326 + Penalty 2712.966882 = -411347.390444
  nChanged 18
		SP:Iteration 36Q (9268.350000 sec): 3 clusters
  Score: Raw -414076.701636 + Penalty 2712.966882 = -411363.734754
  nChanged 13
		SP:Iteration 37Q (9268.360000 sec): 3 clusters
  Score: Raw -414084.949760 + Penalty 2712.966882 = -411371.982878
  nChanged 12
		SP:Iteration 38Q (9268.370000 sec): 3 clusters
  Score: Raw -414091.991761 + Penalty 2712.966882 = -411379.024879
  nChanged 9
		SP:Iteration 39Q (9268.380000 sec): 3 clusters
  Score: Raw -414095.813531 + Penalty 2712.966882 = -411382.846649
  nChanged 7
		SP:Iteration 40F (9268.390000 sec): 3 clusters
  Score: Raw -414098.792303 + Penalty 2712.966882 = -411385.825420
  nChanged 5
		SP:Iteration 41Q (9268.390000 sec): 3 clusters
  Score: Raw -414102.229701 + Penalty 2712.966882 = -411389.262818
  nChanged 3
		SP:Iteration 42Q (9268.400000 sec): 3 clusters
  Score: Raw -414103.241402 + Penalty 2712.966882 = -411390.274520
  nChanged 2
		SP:Iteration 43Q (9268.410000 sec): 3 clusters
  Score: Raw -414103.554249 + Penalty 2712.966882 = -411390.587367
  nChanged 0
		SP:Iteration 44F (9268.420000 sec): 3 clusters
  Score: Raw -414103.554249 + Penalty 2712.966882 = -411390.587367
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9268.430000 sec): 2 clusters
  Score: Raw -256245.706230 + Penalty 1285.828248 = -254959.877982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9268.440000 sec): 3 clusters
  Score: Raw -254972.897131 + Penalty 2571.656497 = -252401.240634
  nChanged 1020
		SP:Iteration 1F (9268.440000 sec): 3 clusters
  Score: Raw -255576.902547 + Penalty 2571.656497 = -253005.246050
  nChanged 198
		SP:Iteration 2F (9268.450000 sec): 3 clusters
  Score: Raw -255711.118241 + Penalty 2571.656497 = -253139.461744
  nChanged 138
		SP:Iteration 3F (9268.460000 sec): 3 clusters
  Score: Raw -255806.229869 + Penalty 2571.656497 = -253234.573372
  nChanged 114
		SP:Iteration 4Q (9268.460000 sec): 3 clusters
  Score: Raw -255888.170595 + Penalty 2571.656497 = -253316.514099
  nChanged 82
		SP:Iteration 5Q (9268.470000 sec): 3 clusters
  Score: Raw -255933.368236 + Penalty 2571.656497 = -253361.711740
  nChanged 61
		SP:Iteration 6Q (9268.470000 sec): 3 clusters
  Score: Raw -255961.658260 + Penalty 2571.656497 = -253390.001764
  nChanged 43
		SP:Iteration 7Q (9268.480000 sec): 3 clusters
  Score: Raw -255978.921495 + Penalty 2571.656497 = -253407.264998
  nChanged 35
		SP:Iteration 8Q (9268.490000 sec): 3 clusters
  Score: Raw -255994.258673 + Penalty 2571.656497 = -253422.602177
  nChanged 30
		SP:Iteration 9Q (9268.490000 sec): 3 clusters
  Score: Raw -256006.038294 + Penalty 2571.656497 = -253434.381797
  nChanged 27
		SP:Iteration 10Q (9268.500000 sec): 3 clusters
  Score: Raw -256016.412041 + Penalty 2571.656497 = -253444.755545
  nChanged 28
		SP:Iteration 11Q (9268.510000 sec): 3 clusters
  Score: Raw -256027.554285 + Penalty 2571.656497 = -253455.897788
  nChanged 28
		SP:Iteration 12Q (9268.510000 sec): 3 clusters
  Score: Raw -256037.270073 + Penalty 2571.656497 = -253465.613576
  nChanged 29
		SP:Iteration 13Q (9268.520000 sec): 3 clusters
  Score: Raw -256049.429184 + Penalty 2571.656497 = -253477.772687
  nChanged 25
		SP:Iteration 14Q (9268.530000 sec): 3 clusters
  Score: Raw -256057.932641 + Penalty 2571.656497 = -253486.276144
  nChanged 16
		SP:Iteration 15Q (9268.530000 sec): 3 clusters
  Score: Raw -256062.928219 + Penalty 2571.656497 = -253491.271723
  nChanged 8
		SP:Iteration 16Q (9268.540000 sec): 3 clusters
  Score: Raw -256066.217787 + Penalty 2571.656497 = -253494.561291
  nChanged 8
		SP:Iteration 17Q (9268.550000 sec): 3 clusters
  Score: Raw -256068.631637 + Penalty 2571.656497 = -253496.975140
  nChanged 7
		SP:Iteration 18Q (9268.550000 sec): 3 clusters
  Score: Raw -256070.655871 + Penalty 2571.656497 = -253498.999374
  nChanged 8
		SP:Iteration 19Q (9268.560000 sec): 3 clusters
  Score: Raw -256073.998753 + Penalty 2571.656497 = -253502.342256
  nChanged 12
		SP:Iteration 20F (9268.560000 sec): 3 clusters
  Score: Raw -256078.143862 + Penalty 2571.656497 = -253506.487365
  nChanged 9
		SP:Iteration 21Q (9268.570000 sec): 3 clusters
  Score: Raw -256081.936642 + Penalty 2571.656497 = -253510.280145
  nChanged 7
		SP:Iteration 22Q (9268.570000 sec): 3 clusters
  Score: Raw -256084.804316 + Penalty 2571.656497 = -253513.147819
  nChanged 14
		SP:Iteration 23Q (9268.580000 sec): 3 clusters
  Score: Raw -256091.569944 + Penalty 2571.656497 = -253519.913447
  nChanged 16
		SP:Iteration 24Q (9268.590000 sec): 3 clusters
  Score: Raw -256097.127695 + Penalty 2571.656497 = -253525.471198
  nChanged 13
		SP:Iteration 25Q (9268.590000 sec): 3 clusters
  Score: Raw -256101.113327 + Penalty 2571.656497 = -253529.456830
  nChanged 6
		SP:Iteration 26Q (9268.600000 sec): 3 clusters
  Score: Raw -256102.403486 + Penalty 2571.656497 = -253530.746989
  nChanged 2
		SP:Iteration 27Q (9268.610000 sec): 3 clusters
  Score: Raw -256103.209238 + Penalty 2571.656497 = -253531.552741
  nChanged 6
		SP:Iteration 28Q (9268.610000 sec): 3 clusters
  Score: Raw -256104.452366 + Penalty 2571.656497 = -253532.795869
  nChanged 4
		SP:Iteration 29Q (9268.620000 sec): 3 clusters
  Score: Raw -256105.442530 + Penalty 2571.656497 = -253533.786033
  nChanged 7
		SP:Iteration 30Q (9268.630000 sec): 3 clusters
  Score: Raw -256108.570910 + Penalty 2571.656497 = -253536.914413
  nChanged 9
		SP:Iteration 31Q (9268.630000 sec): 3 clusters
  Score: Raw -256111.132016 + Penalty 2571.656497 = -253539.475520
  nChanged 5
		SP:Iteration 32Q (9268.640000 sec): 3 clusters
  Score: Raw -256112.864632 + Penalty 2571.656497 = -253541.208135
  nChanged 3
		SP:Iteration 33Q (9268.650000 sec): 3 clusters
  Score: Raw -256113.918905 + Penalty 2571.656497 = -253542.262409
  nChanged 2
		SP:Iteration 34Q (9268.650000 sec): 3 clusters
  Score: Raw -256114.531195 + Penalty 2571.656497 = -253542.874698
  nChanged 2
		SP:Iteration 35Q (9268.660000 sec): 3 clusters
  Score: Raw -256115.068943 + Penalty 2571.656497 = -253543.412446
  nChanged 2
		SP:Iteration 36Q (9268.660000 sec): 3 clusters
  Score: Raw -256115.785288 + Penalty 2571.656497 = -253544.128791
  nChanged 1
		SP:Iteration 37Q (9268.670000 sec): 3 clusters
  Score: Raw -256115.864381 + Penalty 2571.656497 = -253544.207885
  nChanged 2
		SP:Iteration 38Q (9268.670000 sec): 3 clusters
  Score: Raw -256116.790931 + Penalty 2571.656497 = -253545.134435
  nChanged 3
		SP:Iteration 39Q (9268.680000 sec): 3 clusters
  Score: Raw -256118.260185 + Penalty 2571.656497 = -253546.603689
  nChanged 4
		SP:Iteration 40F (9268.690000 sec): 3 clusters
  Score: Raw -256119.736540 + Penalty 2571.656497 = -253548.080043
  nChanged 9
		SP:Iteration 41Q (9268.690000 sec): 3 clusters
  Score: Raw -256122.460606 + Penalty 2571.656497 = -253550.804109
  nChanged 11
		SP:Iteration 42Q (9268.700000 sec): 3 clusters
  Score: Raw -256126.619631 + Penalty 2571.656497 = -253554.963134
  nChanged 8
		SP:Iteration 43Q (9268.710000 sec): 3 clusters
  Score: Raw -256128.742999 + Penalty 2571.656497 = -253557.086503
  nChanged 8
		SP:Iteration 44Q (9268.710000 sec): 3 clusters
  Score: Raw -256130.678560 + Penalty 2571.656497 = -253559.022063
  nChanged 4
		SP:Iteration 45Q (9268.720000 sec): 3 clusters
  Score: Raw -256133.228759 + Penalty 2571.656497 = -253561.572263
  nChanged 6
		SP:Iteration 46Q (9268.730000 sec): 3 clusters
  Score: Raw -256135.227441 + Penalty 2571.656497 = -253563.570945
  nChanged 3
		SP:Iteration 47Q (9268.730000 sec): 3 clusters
  Score: Raw -256135.797093 + Penalty 2571.656497 = -253564.140596
  nChanged 1
		SP:Iteration 48Q (9268.740000 sec): 3 clusters
  Score: Raw -256135.916158 + Penalty 2571.656497 = -253564.259661
  nChanged 0
		SP:Iteration 49F (9268.750000 sec): 3 clusters
  Score: Raw -256135.916158 + Penalty 2571.656497 = -253564.259661
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9268.750000 sec): 2 clusters
  Score: Raw -207622.496678 + Penalty 1251.003453 = -206371.493225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9268.760000 sec): 3 clusters
  Score: Raw -206668.702469 + Penalty 2502.006906 = -204166.695563
  nChanged 833
		SP:Iteration 1F (9268.760000 sec): 3 clusters
  Score: Raw -207289.302438 + Penalty 2502.006906 = -204787.295532
  nChanged 205
		SP:Iteration 2F (9268.770000 sec): 3 clusters
  Score: Raw -207506.171192 + Penalty 2502.006906 = -205004.164286
  nChanged 156
		SP:Iteration 3F (9268.770000 sec): 3 clusters
  Score: Raw -207678.991193 + Penalty 2502.006906 = -205176.984287
  nChanged 124
		SP:Iteration 4F (9268.780000 sec): 3 clusters
  Score: Raw -207817.022679 + Penalty 2502.006906 = -205315.015773
  nChanged 111
		SP:Iteration 5F (9268.790000 sec): 3 clusters
  Score: Raw -207952.981761 + Penalty 2502.006906 = -205450.974855
  nChanged 111
		SP:Iteration 6F (9268.790000 sec): 3 clusters
  Score: Raw -208080.217805 + Penalty 2502.006906 = -205578.210899
  nChanged 89
		SP:Iteration 7Q (9268.790000 sec): 3 clusters
  Score: Raw -208159.607047 + Penalty 2502.006906 = -205657.600141
  nChanged 60
		SP:Iteration 8Q (9268.800000 sec): 3 clusters
  Score: Raw -208200.784774 + Penalty 2502.006906 = -205698.777868
  nChanged 55
		SP:Iteration 9Q (9268.800000 sec): 3 clusters
  Score: Raw -208236.472107 + Penalty 2502.006906 = -205734.465201
  nChanged 36
		SP:Iteration 10Q (9268.810000 sec): 3 clusters
  Score: Raw -208258.615001 + Penalty 2502.006906 = -205756.608095
  nChanged 38
		SP:Iteration 11Q (9268.810000 sec): 3 clusters
  Score: Raw -208283.592293 + Penalty 2502.006906 = -205781.585386
  nChanged 40
		SP:Iteration 12Q (9268.820000 sec): 3 clusters
  Score: Raw -208306.867286 + Penalty 2502.006906 = -205804.860380
  nChanged 27
		SP:Iteration 13Q (9268.820000 sec): 3 clusters
  Score: Raw -208323.179334 + Penalty 2502.006906 = -205821.172428
  nChanged 28
		SP:Iteration 14Q (9268.830000 sec): 3 clusters
  Score: Raw -208342.095754 + Penalty 2502.006906 = -205840.088848
  nChanged 26
		SP:Iteration 15Q (9268.830000 sec): 3 clusters
  Score: Raw -208359.137710 + Penalty 2502.006906 = -205857.130803
  nChanged 25
		SP:Iteration 16Q (9268.830000 sec): 3 clusters
  Score: Raw -208371.046813 + Penalty 2502.006906 = -205869.039907
  nChanged 15
		SP:Iteration 17Q (9268.840000 sec): 3 clusters
  Score: Raw -208379.060217 + Penalty 2502.006906 = -205877.053311
  nChanged 18
		SP:Iteration 18Q (9268.850000 sec): 3 clusters
  Score: Raw -208390.765451 + Penalty 2502.006906 = -205888.758545
  nChanged 16
		SP:Iteration 19Q (9268.850000 sec): 3 clusters
  Score: Raw -208398.783303 + Penalty 2502.006906 = -205896.776397
  nChanged 15
		SP:Iteration 20F (9268.850000 sec): 3 clusters
  Score: Raw -208407.909477 + Penalty 2502.006906 = -205905.902571
  nChanged 18
		SP:Iteration 21Q (9268.860000 sec): 3 clusters
  Score: Raw -208418.219852 + Penalty 2502.006906 = -205916.212946
  nChanged 16
		SP:Iteration 22Q (9268.860000 sec): 3 clusters
  Score: Raw -208426.271057 + Penalty 2502.006906 = -205924.264151
  nChanged 12
		SP:Iteration 23Q (9268.870000 sec): 3 clusters
  Score: Raw -208434.243739 + Penalty 2502.006906 = -205932.236833
  nChanged 16
		SP:Iteration 24Q (9268.870000 sec): 3 clusters
  Score: Raw -208444.935784 + Penalty 2502.006906 = -205942.928878
  nChanged 16
		SP:Iteration 25Q (9268.880000 sec): 3 clusters
  Score: Raw -208455.717890 + Penalty 2502.006906 = -205953.710984
  nChanged 19
		SP:Iteration 26Q (9268.880000 sec): 3 clusters
  Score: Raw -208466.219732 + Penalty 2502.006906 = -205964.212826
  nChanged 14
		SP:Iteration 27Q (9268.890000 sec): 3 clusters
  Score: Raw -208471.548950 + Penalty 2502.006906 = -205969.542044
  nChanged 7
		SP:Iteration 28Q (9268.890000 sec): 3 clusters
  Score: Raw -208474.594212 + Penalty 2502.006906 = -205972.587306
  nChanged 1
		SP:Iteration 29Q (9268.890000 sec): 3 clusters
  Score: Raw -208474.788851 + Penalty 2502.006906 = -205972.781945
  nChanged 1
		SP:Iteration 30Q (9268.900000 sec): 3 clusters
  Score: Raw -208474.903211 + Penalty 2502.006906 = -205972.896305
  nChanged 1
		SP:Iteration 31Q (9268.900000 sec): 3 clusters
  Score: Raw -208475.241747 + Penalty 2502.006906 = -205973.234841
  nChanged 2
		SP:Iteration 32Q (9268.910000 sec): 3 clusters
  Score: Raw -208476.748146 + Penalty 2502.006906 = -205974.741240
  nChanged 3
		SP:Iteration 33Q (9268.910000 sec): 3 clusters
  Score: Raw -208478.329549 + Penalty 2502.006906 = -205976.322643
  nChanged 1
		SP:Iteration 34Q (9268.910000 sec): 3 clusters
  Score: Raw -208478.957521 + Penalty 2502.006906 = -205976.950615
  nChanged 2
		SP:Iteration 35Q (9268.920000 sec): 3 clusters
  Score: Raw -208479.847024 + Penalty 2502.006906 = -205977.840118
  nChanged 2
		SP:Iteration 36Q (9268.930000 sec): 3 clusters
  Score: Raw -208481.031764 + Penalty 2502.006906 = -205979.024857
  nChanged 1
		SP:Iteration 37Q (9268.930000 sec): 3 clusters
  Score: Raw -208481.341003 + Penalty 2502.006906 = -205979.334097
  nChanged 1
		SP:Iteration 38Q (9268.930000 sec): 3 clusters
  Score: Raw -208481.771554 + Penalty 2502.006906 = -205979.764648
  nChanged 1
		SP:Iteration 39Q (9268.940000 sec): 3 clusters
  Score: Raw -208482.077850 + Penalty 2502.006906 = -205980.070944
  nChanged 1
		SP:Iteration 40F (9268.940000 sec): 3 clusters
  Score: Raw -208482.561471 + Penalty 2502.006906 = -205980.554565
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9268.960000 sec): 2 clusters
  Score: Raw -400632.870249 + Penalty 1354.468632 = -399278.401617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9268.970000 sec): 3 clusters
  Score: Raw -398525.144321 + Penalty 2708.937265 = -395816.207056
  nChanged 1651
		SP:Iteration 1F (9268.980000 sec): 3 clusters
  Score: Raw -399532.163575 + Penalty 2708.937265 = -396823.226310
  nChanged 327
		SP:Iteration 2F (9268.990000 sec): 3 clusters
  Score: Raw -399757.955081 + Penalty 2708.937265 = -397049.017816
  nChanged 256
		SP:Iteration 3F (9268.990000 sec): 3 clusters
  Score: Raw -399945.704254 + Penalty 2708.937265 = -397236.766990
  nChanged 223
		SP:Iteration 4F (9269.010000 sec): 3 clusters
  Score: Raw -400112.592139 + Penalty 2708.937265 = -397403.654875
  nChanged 200
		SP:Iteration 5Q (9269.010000 sec): 3 clusters
  Score: Raw -400266.647834 + Penalty 2708.937265 = -397557.710569
  nChanged 186
		SP:Iteration 6Q (9269.030000 sec): 3 clusters
  Score: Raw -400436.174532 + Penalty 2708.937265 = -397727.237267
  nChanged 188
		SP:Iteration 7Q (9269.030000 sec): 3 clusters
  Score: Raw -400610.383238 + Penalty 2708.937265 = -397901.445973
  nChanged 187
		SP:Iteration 8Q (9269.040000 sec): 3 clusters
  Score: Raw -400802.377527 + Penalty 2708.937265 = -398093.440263
  nChanged 150
		SP:Iteration 9Q (9269.050000 sec): 3 clusters
  Score: Raw -400931.010197 + Penalty 2708.937265 = -398222.072932
  nChanged 105
		SP:Iteration 10Q (9269.060000 sec): 3 clusters
  Score: Raw -401004.779641 + Penalty 2708.937265 = -398295.842376
  nChanged 88
		SP:Iteration 11Q (9269.070000 sec): 3 clusters
  Score: Raw -401073.682800 + Penalty 2708.937265 = -398364.745535
  nChanged 77
		SP:Iteration 12Q (9269.080000 sec): 3 clusters
  Score: Raw -401126.478717 + Penalty 2708.937265 = -398417.541453
  nChanged 66
		SP:Iteration 13Q (9269.090000 sec): 3 clusters
  Score: Raw -401168.177134 + Penalty 2708.937265 = -398459.239869
  nChanged 61
		SP:Iteration 14Q (9269.100000 sec): 3 clusters
  Score: Raw -401202.482000 + Penalty 2708.937265 = -398493.544735
  nChanged 59
		SP:Iteration 15Q (9269.110000 sec): 3 clusters
  Score: Raw -401233.487844 + Penalty 2708.937265 = -398524.550579
  nChanged 38
		SP:Iteration 16Q (9269.110000 sec): 3 clusters
  Score: Raw -401251.607288 + Penalty 2708.937265 = -398542.670024
  nChanged 33
		SP:Iteration 17Q (9269.120000 sec): 3 clusters
  Score: Raw -401264.572272 + Penalty 2708.937265 = -398555.635008
  nChanged 30
		SP:Iteration 18Q (9269.130000 sec): 3 clusters
  Score: Raw -401277.021303 + Penalty 2708.937265 = -398568.084038
  nChanged 28
		SP:Iteration 19Q (9269.140000 sec): 3 clusters
  Score: Raw -401291.801020 + Penalty 2708.937265 = -398582.863756
  nChanged 32
		SP:Iteration 20F (9269.150000 sec): 3 clusters
  Score: Raw -401312.646153 + Penalty 2708.937265 = -398603.708888
  nChanged 49
		SP:Iteration 21Q (9269.160000 sec): 3 clusters
  Score: Raw -401343.071554 + Penalty 2708.937265 = -398634.134289
  nChanged 48
		SP:Iteration 22Q (9269.170000 sec): 3 clusters
  Score: Raw -401368.907099 + Penalty 2708.937265 = -398659.969834
  nChanged 37
		SP:Iteration 23Q (9269.180000 sec): 3 clusters
  Score: Raw -401384.247396 + Penalty 2708.937265 = -398675.310132
  nChanged 22
		SP:Iteration 24Q (9269.190000 sec): 3 clusters
  Score: Raw -401396.025340 + Penalty 2708.937265 = -398687.088076
  nChanged 25
		SP:Iteration 25Q (9269.190000 sec): 3 clusters
  Score: Raw -401404.950959 + Penalty 2708.937265 = -398696.013695
  nChanged 14
		SP:Iteration 26Q (9269.200000 sec): 3 clusters
  Score: Raw -401409.172595 + Penalty 2708.937265 = -398700.235330
  nChanged 8
		SP:Iteration 27Q (9269.210000 sec): 3 clusters
  Score: Raw -401411.553976 + Penalty 2708.937265 = -398702.616712
  nChanged 6
		SP:Iteration 28Q (9269.220000 sec): 3 clusters
  Score: Raw -401413.409656 + Penalty 2708.937265 = -398704.472391
  nChanged 5
		SP:Iteration 29Q (9269.230000 sec): 3 clusters
  Score: Raw -401414.336434 + Penalty 2708.937265 = -398705.399170
  nChanged 4
		SP:Iteration 30Q (9269.240000 sec): 3 clusters
  Score: Raw -401415.512895 + Penalty 2708.937265 = -398706.575630
  nChanged 3
		SP:Iteration 31Q (9269.250000 sec): 3 clusters
  Score: Raw -401416.123919 + Penalty 2708.937265 = -398707.186654
  nChanged 2
		SP:Iteration 32Q (9269.250000 sec): 3 clusters
  Score: Raw -401416.690440 + Penalty 2708.937265 = -398707.753175
  nChanged 2
		SP:Iteration 33Q (9269.260000 sec): 3 clusters
  Score: Raw -401417.823681 + Penalty 2708.937265 = -398708.886416
  nChanged 0
		SP:Iteration 34F (9269.270000 sec): 3 clusters
  Score: Raw -401417.823681 + Penalty 2708.937265 = -398708.886416
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (60945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9269.460000 sec): 2 clusters
  Score: Raw -6258587.704157 + Penalty 1790.380653 = -6256797.323504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9269.610000 sec): 3 clusters
  Score: Raw -6219790.114723 + Penalty 3580.761307 = -6216209.353416
  nChanged 28655
		SP:Iteration 1F (9269.760000 sec): 3 clusters
  Score: Raw -6236003.176243 + Penalty 3580.761307 = -6232422.414936
  nChanged 2020
		SP:Iteration 2Q (9269.920000 sec): 3 clusters
  Score: Raw -6236473.931513 + Penalty 3580.761307 = -6232893.170206
  nChanged 1949
		SP:Iteration 3Q (9270.080000 sec): 3 clusters
  Score: Raw -6236965.873739 + Penalty 3580.761307 = -6233385.112433
  nChanged 1970
		SP:Iteration 4Q (9270.230000 sec): 3 clusters
  Score: Raw -6237532.729050 + Penalty 3580.761307 = -6233951.967743
  nChanged 2179
		SP:Iteration 5Q (9270.390000 sec): 3 clusters
  Score: Raw -6238340.438081 + Penalty 3580.761307 = -6234759.676774
  nChanged 2686
		SP:Iteration 6Q (9270.550000 sec): 3 clusters
  Score: Raw -6239672.252799 + Penalty 3580.761307 = -6236091.491493
  nChanged 3605
		SP:Iteration 7F (9270.700000 sec): 3 clusters
  Score: Raw -6242049.245352 + Penalty 3580.761307 = -6238468.484046
  nChanged 4357
		SP:Iteration 8F (9270.850000 sec): 3 clusters
  Score: Raw -6245555.947725 + Penalty 3580.761307 = -6241975.186418
  nChanged 4445
		SP:Iteration 9F (9271.000000 sec): 3 clusters
  Score: Raw -6249475.396334 + Penalty 3580.761307 = -6245894.635027
  nChanged 3805
		SP:Iteration 10F (9271.150000 sec): 3 clusters
  Score: Raw -6252854.388911 + Penalty 3580.761307 = -6249273.627604
  nChanged 2733
		SP:Iteration 11Q (9271.290000 sec): 3 clusters
  Score: Raw -6255238.810759 + Penalty 3580.761307 = -6251658.049452
  nChanged 1841
		SP:Iteration 12Q (9271.420000 sec): 3 clusters
  Score: Raw -6256825.263859 + Penalty 3580.761307 = -6253244.502552
  nChanged 1126
		SP:Iteration 13Q (9271.540000 sec): 3 clusters
  Score: Raw -6257763.882176 + Penalty 3580.761307 = -6254183.120869
  nChanged 577
		SP:Iteration 14Q (9271.650000 sec): 3 clusters
  Score: Raw -6258227.522800 + Penalty 3580.761307 = -6254646.761493
  nChanged 311
		SP:Iteration 15Q (9271.770000 sec): 3 clusters
  Score: Raw -6258477.476587 + Penalty 3580.761307 = -6254896.715280
  nChanged 153
		SP:Iteration 16Q (9271.870000 sec): 3 clusters
  Score: Raw -6258620.304686 + Penalty 3580.761307 = -6255039.543380
  nChanged 91
		SP:Iteration 17Q (9271.970000 sec): 3 clusters
  Score: Raw -6258704.340092 + Penalty 3580.761307 = -6255123.578786
  nChanged 38
		SP:Iteration 18Q (9272.080000 sec): 3 clusters
  Score: Raw -6258746.396554 + Penalty 3580.761307 = -6255165.635247
  nChanged 27
		SP:Iteration 19Q (9272.180000 sec): 3 clusters
  Score: Raw -6258774.403322 + Penalty 3580.761307 = -6255193.642016
  nChanged 16
		SP:Iteration 20F (9272.330000 sec): 3 clusters
  Score: Raw -6258793.560596 + Penalty 3580.761307 = -6255212.799290
  nChanged 13
		SP:Iteration 21Q (9272.430000 sec): 3 clusters
  Score: Raw -6258811.221485 + Penalty 3580.761307 = -6255230.460178
  nChanged 8
		SP:Iteration 22Q (9272.530000 sec): 3 clusters
  Score: Raw -6258821.828490 + Penalty 3580.761307 = -6255241.067183
  nChanged 7
		SP:Iteration 23Q (9272.630000 sec): 3 clusters
  Score: Raw -6258829.232894 + Penalty 3580.761307 = -6255248.471587
  nChanged 5
		SP:Iteration 24Q (9272.730000 sec): 3 clusters
  Score: Raw -6258834.058458 + Penalty 3580.761307 = -6255253.297152
  nChanged 3
		SP:Iteration 25Q (9272.830000 sec): 3 clusters
  Score: Raw -6258836.116569 + Penalty 3580.761307 = -6255255.355262
  nChanged 2
		SP:Iteration 26Q (9272.940000 sec): 3 clusters
  Score: Raw -6258839.161158 + Penalty 3580.761307 = -6255258.399852
  nChanged 0
		SP:Iteration 27F (9273.090000 sec): 3 clusters
  Score: Raw -6258839.161158 + Penalty 3580.761307 = -6255258.399852
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9273.120000 sec): 2 clusters
  Score: Raw -125669.147624 + Penalty 1174.377103 = -124494.770521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9273.130000 sec): 3 clusters
  Score: Raw -125203.386057 + Penalty 2348.754206 = -122854.631851
  nChanged 403
		SP:Iteration 1F (9273.130000 sec): 3 clusters
  Score: Raw -125516.790436 + Penalty 2348.754206 = -123168.036230
  nChanged 112
		SP:Iteration 2F (9273.130000 sec): 3 clusters
  Score: Raw -125629.338294 + Penalty 2348.754206 = -123280.584088
  nChanged 60
		SP:Iteration 3Q (9273.130000 sec): 3 clusters
  Score: Raw -125691.642066 + Penalty 2348.754206 = -123342.887860
  nChanged 44
		SP:Iteration 4Q (9273.140000 sec): 3 clusters
  Score: Raw -125749.180105 + Penalty 2348.754206 = -123400.425899
  nChanged 48
		SP:Iteration 5Q (9273.140000 sec): 3 clusters
  Score: Raw -125807.411879 + Penalty 2348.754206 = -123458.657673
  nChanged 55
		SP:Iteration 6Q (9273.150000 sec): 3 clusters
  Score: Raw -125890.446903 + Penalty 2348.754206 = -123541.692697
  nChanged 48
		SP:Iteration 7Q (9273.150000 sec): 3 clusters
  Score: Raw -125942.301010 + Penalty 2348.754206 = -123593.546804
  nChanged 41
		SP:Iteration 8Q (9273.150000 sec): 3 clusters
  Score: Raw -125993.391899 + Penalty 2348.754206 = -123644.637693
  nChanged 33
		SP:Iteration 9Q (9273.150000 sec): 3 clusters
  Score: Raw -126024.521454 + Penalty 2348.754206 = -123675.767248
  nChanged 24
		SP:Iteration 10Q (9273.160000 sec): 3 clusters
  Score: Raw -126041.967639 + Penalty 2348.754206 = -123693.213433
  nChanged 10
		SP:Iteration 11Q (9273.160000 sec): 3 clusters
  Score: Raw -126047.674360 + Penalty 2348.754206 = -123698.920154
  nChanged 3
		SP:Iteration 12Q (9273.160000 sec): 3 clusters
  Score: Raw -126048.964606 + Penalty 2348.754206 = -123700.210400
  nChanged 2
		SP:Iteration 13Q (9273.170000 sec): 3 clusters
  Score: Raw -126049.700313 + Penalty 2348.754206 = -123700.946107
  nChanged 1
		SP:Iteration 14Q (9273.170000 sec): 3 clusters
  Score: Raw -126050.841936 + Penalty 2348.754206 = -123702.087730
  nChanged 1
		SP:Iteration 15Q (9273.170000 sec): 3 clusters
  Score: Raw -126051.624281 + Penalty 2348.754206 = -123702.870075
  nChanged 1
		SP:Iteration 16Q (9273.170000 sec): 3 clusters
  Score: Raw -126051.886135 + Penalty 2348.754206 = -123703.131929
  nChanged 0
		SP:Iteration 17F (9273.180000 sec): 3 clusters
  Score: Raw -126051.886135 + Penalty 2348.754206 = -123703.131929
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9273.190000 sec): 2 clusters
  Score: Raw -256910.792103 + Penalty 1286.006591 = -255624.785512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9273.190000 sec): 3 clusters
  Score: Raw -255664.287484 + Penalty 2572.013182 = -253092.274302
  nChanged 999
		SP:Iteration 1F (9273.200000 sec): 3 clusters
  Score: Raw -256351.522214 + Penalty 2572.013182 = -253779.509032
  nChanged 245
		SP:Iteration 2F (9273.210000 sec): 3 clusters
  Score: Raw -256574.443175 + Penalty 2572.013182 = -254002.429993
  nChanged 182
		SP:Iteration 3F (9273.210000 sec): 3 clusters
  Score: Raw -256726.555735 + Penalty 2572.013182 = -254154.542553
  nChanged 123
		SP:Iteration 4Q (9273.220000 sec): 3 clusters
  Score: Raw -256827.143931 + Penalty 2572.013182 = -254255.130748
  nChanged 94
		SP:Iteration 5Q (9273.230000 sec): 3 clusters
  Score: Raw -256872.711176 + Penalty 2572.013182 = -254300.697993
  nChanged 55
		SP:Iteration 6Q (9273.230000 sec): 3 clusters
  Score: Raw -256904.422070 + Penalty 2572.013182 = -254332.408888
  nChanged 54
		SP:Iteration 7Q (9273.240000 sec): 3 clusters
  Score: Raw -256936.408169 + Penalty 2572.013182 = -254364.394987
  nChanged 64
		SP:Iteration 8Q (9273.250000 sec): 3 clusters
  Score: Raw -256975.052641 + Penalty 2572.013182 = -254403.039459
  nChanged 66
		SP:Iteration 9Q (9273.250000 sec): 3 clusters
  Score: Raw -257014.404030 + Penalty 2572.013182 = -254442.390848
  nChanged 56
		SP:Iteration 10Q (9273.260000 sec): 3 clusters
  Score: Raw -257043.805955 + Penalty 2572.013182 = -254471.792773
  nChanged 55
		SP:Iteration 11Q (9273.260000 sec): 3 clusters
  Score: Raw -257073.570684 + Penalty 2572.013182 = -254501.557502
  nChanged 42
		SP:Iteration 12Q (9273.270000 sec): 3 clusters
  Score: Raw -257091.683769 + Penalty 2572.013182 = -254519.670586
  nChanged 40
		SP:Iteration 13Q (9273.270000 sec): 3 clusters
  Score: Raw -257115.055498 + Penalty 2572.013182 = -254543.042316
  nChanged 39
		SP:Iteration 14Q (9273.280000 sec): 3 clusters
  Score: Raw -257137.506415 + Penalty 2572.013182 = -254565.493233
  nChanged 40
		SP:Iteration 15Q (9273.290000 sec): 3 clusters
  Score: Raw -257162.718434 + Penalty 2572.013182 = -254590.705252
  nChanged 41
		SP:Iteration 16Q (9273.290000 sec): 3 clusters
  Score: Raw -257186.753832 + Penalty 2572.013182 = -254614.740650
  nChanged 31
		SP:Iteration 17Q (9273.300000 sec): 3 clusters
  Score: Raw -257206.027193 + Penalty 2572.013182 = -254634.014010
  nChanged 48
		SP:Iteration 18Q (9273.310000 sec): 3 clusters
  Score: Raw -257241.727735 + Penalty 2572.013182 = -254669.714553
  nChanged 57
		SP:Iteration 19Q (9273.310000 sec): 3 clusters
  Score: Raw -257275.934784 + Penalty 2572.013182 = -254703.921602
  nChanged 45
		SP:Iteration 20F (9273.320000 sec): 3 clusters
  Score: Raw -257312.494317 + Penalty 2572.013182 = -254740.481135
  nChanged 40
		SP:Iteration 21Q (9273.320000 sec): 3 clusters
  Score: Raw -257336.683441 + Penalty 2572.013182 = -254764.670259
  nChanged 29
		SP:Iteration 22Q (9273.330000 sec): 3 clusters
  Score: Raw -257356.546944 + Penalty 2572.013182 = -254784.533762
  nChanged 35
		SP:Iteration 23Q (9273.330000 sec): 3 clusters
  Score: Raw -257378.605645 + Penalty 2572.013182 = -254806.592463
  nChanged 30
		SP:Iteration 24Q (9273.340000 sec): 3 clusters
  Score: Raw -257392.721060 + Penalty 2572.013182 = -254820.707877
  nChanged 24
		SP:Iteration 25Q (9273.350000 sec): 3 clusters
  Score: Raw -257407.254688 + Penalty 2572.013182 = -254835.241506
  nChanged 23
		SP:Iteration 26Q (9273.350000 sec): 3 clusters
  Score: Raw -257425.148187 + Penalty 2572.013182 = -254853.135005
  nChanged 27
		SP:Iteration 27Q (9273.360000 sec): 3 clusters
  Score: Raw -257445.095151 + Penalty 2572.013182 = -254873.081968
  nChanged 18
		SP:Iteration 28Q (9273.360000 sec): 3 clusters
  Score: Raw -257457.524170 + Penalty 2572.013182 = -254885.510988
  nChanged 21
		SP:Iteration 29Q (9273.370000 sec): 3 clusters
  Score: Raw -257467.018281 + Penalty 2572.013182 = -254895.005098
  nChanged 18
		SP:Iteration 30Q (9273.370000 sec): 3 clusters
  Score: Raw -257476.114797 + Penalty 2572.013182 = -254904.101615
  nChanged 10
		SP:Iteration 31Q (9273.380000 sec): 3 clusters
  Score: Raw -257481.309490 + Penalty 2572.013182 = -254909.296307
  nChanged 7
		SP:Iteration 32Q (9273.390000 sec): 3 clusters
  Score: Raw -257483.991938 + Penalty 2572.013182 = -254911.978755
  nChanged 10
		SP:Iteration 33Q (9273.390000 sec): 3 clusters
  Score: Raw -257487.421010 + Penalty 2572.013182 = -254915.407828
  nChanged 6
		SP:Iteration 34Q (9273.400000 sec): 3 clusters
  Score: Raw -257489.297169 + Penalty 2572.013182 = -254917.283986
  nChanged 10
		SP:Iteration 35Q (9273.400000 sec): 3 clusters
  Score: Raw -257493.575876 + Penalty 2572.013182 = -254921.562693
  nChanged 6
		SP:Iteration 36Q (9273.410000 sec): 3 clusters
  Score: Raw -257495.811218 + Penalty 2572.013182 = -254923.798036
  nChanged 8
		SP:Iteration 37Q (9273.410000 sec): 3 clusters
  Score: Raw -257498.088843 + Penalty 2572.013182 = -254926.075661
  nChanged 7
		SP:Iteration 38Q (9273.420000 sec): 3 clusters
  Score: Raw -257501.104397 + Penalty 2572.013182 = -254929.091215
  nChanged 8
		SP:Iteration 39Q (9273.420000 sec): 3 clusters
  Score: Raw -257504.552312 + Penalty 2572.013182 = -254932.539129
  nChanged 6
		SP:Iteration 40F (9273.430000 sec): 3 clusters
  Score: Raw -257506.421818 + Penalty 2572.013182 = -254934.408636
  nChanged 6
		SP:Iteration 41Q (9273.430000 sec): 3 clusters
  Score: Raw -257509.475009 + Penalty 2572.013182 = -254937.461826
  nChanged 10
		SP:Iteration 42Q (9273.440000 sec): 3 clusters
  Score: Raw -257513.946884 + Penalty 2572.013182 = -254941.933702
  nChanged 4
		SP:Iteration 43Q (9273.450000 sec): 3 clusters
  Score: Raw -257516.091148 + Penalty 2572.013182 = -254944.077966
  nChanged 3
		SP:Iteration 44Q (9273.450000 sec): 3 clusters
  Score: Raw -257517.558705 + Penalty 2572.013182 = -254945.545523
  nChanged 2
		SP:Iteration 45Q (9273.460000 sec): 3 clusters
  Score: Raw -257518.539723 + Penalty 2572.013182 = -254946.526541
  nChanged 3
		SP:Iteration 46Q (9273.460000 sec): 3 clusters
  Score: Raw -257519.808281 + Penalty 2572.013182 = -254947.795099
  nChanged 3
		SP:Iteration 47Q (9273.470000 sec): 3 clusters
  Score: Raw -257520.831599 + Penalty 2572.013182 = -254948.818416
  nChanged 5
		SP:Iteration 48Q (9273.470000 sec): 3 clusters
  Score: Raw -257523.743905 + Penalty 2572.013182 = -254951.730723
  nChanged 8
		SP:Iteration 49Q (9273.480000 sec): 3 clusters
  Score: Raw -257527.148336 + Penalty 2572.013182 = -254955.135154
  nChanged 3
		SP:Iteration 50Q (9273.490000 sec): 3 clusters
  Score: Raw -257528.008842 + Penalty 2572.013182 = -254955.995660
  nChanged 2
		SP:Iteration 51Q (9273.490000 sec): 3 clusters
  Score: Raw -257528.312720 + Penalty 2572.013182 = -254956.299537
  nChanged 0
		SP:Iteration 52F (9273.500000 sec): 3 clusters
  Score: Raw -257528.312720 + Penalty 2572.013182 = -254956.299537
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9273.510000 sec): 2 clusters
  Score: Raw -176895.697575 + Penalty 1247.878357 = -175647.819218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9273.510000 sec): 3 clusters
  Score: Raw -175944.378993 + Penalty 2495.756713 = -173448.622280
  nChanged 784
		SP:Iteration 1F (9273.510000 sec): 3 clusters
  Score: Raw -176544.499451 + Penalty 2495.756713 = -174048.742737
  nChanged 210
		SP:Iteration 2F (9273.520000 sec): 3 clusters
  Score: Raw -176767.955622 + Penalty 2495.756713 = -174272.198908
  nChanged 141
		SP:Iteration 3F (9273.530000 sec): 3 clusters
  Score: Raw -176928.503477 + Penalty 2495.756713 = -174432.746764
  nChanged 114
		SP:Iteration 4F (9273.530000 sec): 3 clusters
  Score: Raw -177051.631549 + Penalty 2495.756713 = -174555.874836
  nChanged 101
		SP:Iteration 5Q (9273.530000 sec): 3 clusters
  Score: Raw -177148.812398 + Penalty 2495.756713 = -174653.055684
  nChanged 68
		SP:Iteration 6Q (9273.540000 sec): 3 clusters
  Score: Raw -177199.567046 + Penalty 2495.756713 = -174703.810333
  nChanged 60
		SP:Iteration 7Q (9273.550000 sec): 3 clusters
  Score: Raw -177233.619867 + Penalty 2495.756713 = -174737.863153
  nChanged 38
		SP:Iteration 8Q (9273.550000 sec): 3 clusters
  Score: Raw -177256.757691 + Penalty 2495.756713 = -174761.000978
  nChanged 26
		SP:Iteration 9Q (9273.550000 sec): 3 clusters
  Score: Raw -177277.372821 + Penalty 2495.756713 = -174781.616107
  nChanged 23
		SP:Iteration 10Q (9273.560000 sec): 3 clusters
  Score: Raw -177294.589396 + Penalty 2495.756713 = -174798.832683
  nChanged 24
		SP:Iteration 11Q (9273.560000 sec): 3 clusters
  Score: Raw -177309.085851 + Penalty 2495.756713 = -174813.329138
  nChanged 15
		SP:Iteration 12Q (9273.570000 sec): 3 clusters
  Score: Raw -177315.519819 + Penalty 2495.756713 = -174819.763106
  nChanged 10
		SP:Iteration 13Q (9273.570000 sec): 3 clusters
  Score: Raw -177321.164089 + Penalty 2495.756713 = -174825.407375
  nChanged 12
		SP:Iteration 14Q (9273.580000 sec): 3 clusters
  Score: Raw -177326.591901 + Penalty 2495.756713 = -174830.835188
  nChanged 12
		SP:Iteration 15Q (9273.580000 sec): 3 clusters
  Score: Raw -177333.122153 + Penalty 2495.756713 = -174837.365439
  nChanged 11
		SP:Iteration 16Q (9273.590000 sec): 3 clusters
  Score: Raw -177338.694984 + Penalty 2495.756713 = -174842.938270
  nChanged 12
		SP:Iteration 17Q (9273.590000 sec): 3 clusters
  Score: Raw -177347.095984 + Penalty 2495.756713 = -174851.339271
  nChanged 19
		SP:Iteration 18Q (9273.600000 sec): 3 clusters
  Score: Raw -177358.396751 + Penalty 2495.756713 = -174862.640038
  nChanged 17
		SP:Iteration 19Q (9273.600000 sec): 3 clusters
  Score: Raw -177368.424588 + Penalty 2495.756713 = -174872.667874
  nChanged 12
		SP:Iteration 20F (9273.610000 sec): 3 clusters
  Score: Raw -177376.026425 + Penalty 2495.756713 = -174880.269712
  nChanged 11
		SP:Iteration 21Q (9273.610000 sec): 3 clusters
  Score: Raw -177381.080632 + Penalty 2495.756713 = -174885.323919
  nChanged 8
		SP:Iteration 22Q (9273.620000 sec): 3 clusters
  Score: Raw -177385.385875 + Penalty 2495.756713 = -174889.629162
  nChanged 7
		SP:Iteration 23Q (9273.620000 sec): 3 clusters
  Score: Raw -177391.544436 + Penalty 2495.756713 = -174895.787722
  nChanged 9
		SP:Iteration 24Q (9273.630000 sec): 3 clusters
  Score: Raw -177395.409692 + Penalty 2495.756713 = -174899.652978
  nChanged 4
		SP:Iteration 25Q (9273.630000 sec): 3 clusters
  Score: Raw -177397.144325 + Penalty 2495.756713 = -174901.387611
  nChanged 3
		SP:Iteration 26Q (9273.630000 sec): 3 clusters
  Score: Raw -177398.936358 + Penalty 2495.756713 = -174903.179644
  nChanged 4
		SP:Iteration 27Q (9273.640000 sec): 3 clusters
  Score: Raw -177401.675758 + Penalty 2495.756713 = -174905.919045
  nChanged 7
		SP:Iteration 28Q (9273.650000 sec): 3 clusters
  Score: Raw -177405.927685 + Penalty 2495.756713 = -174910.170972
  nChanged 4
		SP:Iteration 29Q (9273.650000 sec): 3 clusters
  Score: Raw -177407.474528 + Penalty 2495.756713 = -174911.717814
  nChanged 0
		SP:Iteration 30F (9273.650000 sec): 3 clusters
  Score: Raw -177407.474528 + Penalty 2495.756713 = -174911.717814
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9273.660000 sec): 2 clusters
  Score: Raw -177011.631148 + Penalty 1230.531735 = -175781.099413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9273.670000 sec): 3 clusters
  Score: Raw -176206.537275 + Penalty 2461.063470 = -173745.473804
  nChanged 689
		SP:Iteration 1F (9273.670000 sec): 3 clusters
  Score: Raw -176723.607245 + Penalty 2461.063470 = -174262.543775
  nChanged 176
		SP:Iteration 2F (9273.670000 sec): 3 clusters
  Score: Raw -176920.920850 + Penalty 2461.063470 = -174459.857379
  nChanged 146
		SP:Iteration 3F (9273.680000 sec): 3 clusters
  Score: Raw -177087.854039 + Penalty 2461.063470 = -174626.790569
  nChanged 98
		SP:Iteration 4F (9273.690000 sec): 3 clusters
  Score: Raw -177203.040756 + Penalty 2461.063470 = -174741.977286
  nChanged 73
		SP:Iteration 5Q (9273.690000 sec): 3 clusters
  Score: Raw -177270.213215 + Penalty 2461.063470 = -174809.149745
  nChanged 59
		SP:Iteration 6Q (9273.690000 sec): 3 clusters
  Score: Raw -177324.258410 + Penalty 2461.063470 = -174863.194940
  nChanged 46
		SP:Iteration 7Q (9273.700000 sec): 3 clusters
  Score: Raw -177373.627292 + Penalty 2461.063470 = -174912.563822
  nChanged 47
		SP:Iteration 8Q (9273.700000 sec): 3 clusters
  Score: Raw -177417.941796 + Penalty 2461.063470 = -174956.878326
  nChanged 38
		SP:Iteration 9Q (9273.710000 sec): 3 clusters
  Score: Raw -177450.585561 + Penalty 2461.063470 = -174989.522091
  nChanged 34
		SP:Iteration 10Q (9273.710000 sec): 3 clusters
  Score: Raw -177478.343344 + Penalty 2461.063470 = -175017.279874
  nChanged 21
		SP:Iteration 11Q (9273.710000 sec): 3 clusters
  Score: Raw -177491.974657 + Penalty 2461.063470 = -175030.911187
  nChanged 19
		SP:Iteration 12Q (9273.720000 sec): 3 clusters
  Score: Raw -177504.809558 + Penalty 2461.063470 = -175043.746088
  nChanged 16
		SP:Iteration 13Q (9273.720000 sec): 3 clusters
  Score: Raw -177521.716673 + Penalty 2461.063470 = -175060.653203
  nChanged 19
		SP:Iteration 14Q (9273.730000 sec): 3 clusters
  Score: Raw -177536.644620 + Penalty 2461.063470 = -175075.581150
  nChanged 16
		SP:Iteration 15Q (9273.730000 sec): 3 clusters
  Score: Raw -177544.807030 + Penalty 2461.063470 = -175083.743560
  nChanged 10
		SP:Iteration 16Q (9273.730000 sec): 3 clusters
  Score: Raw -177550.592024 + Penalty 2461.063470 = -175089.528554
  nChanged 11
		SP:Iteration 17Q (9273.740000 sec): 3 clusters
  Score: Raw -177555.806568 + Penalty 2461.063470 = -175094.743098
  nChanged 11
		SP:Iteration 18Q (9273.740000 sec): 3 clusters
  Score: Raw -177561.572612 + Penalty 2461.063470 = -175100.509142
  nChanged 6
		SP:Iteration 19Q (9273.750000 sec): 3 clusters
  Score: Raw -177564.221915 + Penalty 2461.063470 = -175103.158445
  nChanged 5
		SP:Iteration 20F (9273.750000 sec): 3 clusters
  Score: Raw -177566.385688 + Penalty 2461.063470 = -175105.322218
  nChanged 4
		SP:Iteration 21Q (9273.750000 sec): 3 clusters
  Score: Raw -177568.696719 + Penalty 2461.063470 = -175107.633249
  nChanged 5
		SP:Iteration 22Q (9273.760000 sec): 3 clusters
  Score: Raw -177570.973403 + Penalty 2461.063470 = -175109.909932
  nChanged 0
		SP:Iteration 23F (9273.760000 sec): 3 clusters
  Score: Raw -177570.973403 + Penalty 2461.063470 = -175109.909932
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 96 (55482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9273.930000 sec): 2 clusters
  Score: Raw -5623999.738940 + Penalty 1775.119762 = -5622224.619177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9274.070000 sec): 3 clusters
  Score: Raw -5588660.912135 + Penalty 3550.239525 = -5585110.672611
  nChanged 26299
		SP:Iteration 1F (9274.210000 sec): 3 clusters
  Score: Raw -5603968.813287 + Penalty 3550.239525 = -5600418.573762
  nChanged 2732
		SP:Iteration 2Q (9274.350000 sec): 3 clusters
  Score: Raw -5605095.493556 + Penalty 3550.239525 = -5601545.254031
  nChanged 3338
		SP:Iteration 3F (9274.490000 sec): 3 clusters
  Score: Raw -5606884.840456 + Penalty 3550.239525 = -5603334.600931
  nChanged 4045
		SP:Iteration 4F (9274.620000 sec): 3 clusters
  Score: Raw -5609650.940024 + Penalty 3550.239525 = -5606100.700499
  nChanged 4473
		SP:Iteration 5F (9274.760000 sec): 3 clusters
  Score: Raw -5613328.695413 + Penalty 3550.239525 = -5609778.455888
  nChanged 4365
		SP:Iteration 6F (9274.890000 sec): 3 clusters
  Score: Raw -5617354.460289 + Penalty 3550.239525 = -5613804.220764
  nChanged 3425
		SP:Iteration 7F (9275.030000 sec): 3 clusters
  Score: Raw -5620761.710589 + Penalty 3550.239525 = -5617211.471064
  nChanged 2049
		SP:Iteration 8Q (9275.170000 sec): 3 clusters
  Score: Raw -5622866.846720 + Penalty 3550.239525 = -5619316.607195
  nChanged 981
		SP:Iteration 9Q (9275.290000 sec): 3 clusters
  Score: Raw -5623894.844783 + Penalty 3550.239525 = -5620344.605258
  nChanged 499
		SP:Iteration 10Q (9275.400000 sec): 3 clusters
  Score: Raw -5624380.335982 + Penalty 3550.239525 = -5620830.096457
  nChanged 296
		SP:Iteration 11Q (9275.500000 sec): 3 clusters
  Score: Raw -5624660.741514 + Penalty 3550.239525 = -5621110.501990
  nChanged 184
		SP:Iteration 12Q (9275.600000 sec): 3 clusters
  Score: Raw -5624814.317588 + Penalty 3550.239525 = -5621264.078063
  nChanged 165
		SP:Iteration 13Q (9275.700000 sec): 3 clusters
  Score: Raw -5624913.758856 + Penalty 3550.239525 = -5621363.519332
  nChanged 119
		SP:Iteration 14Q (9275.790000 sec): 3 clusters
  Score: Raw -5624971.039964 + Penalty 3550.239525 = -5621420.800439
  nChanged 89
		SP:Iteration 15Q (9275.890000 sec): 3 clusters
  Score: Raw -5625012.926585 + Penalty 3550.239525 = -5621462.687060
  nChanged 67
		SP:Iteration 16Q (9275.990000 sec): 3 clusters
  Score: Raw -5625040.367285 + Penalty 3550.239525 = -5621490.127760
  nChanged 58
		SP:Iteration 17Q (9276.080000 sec): 3 clusters
  Score: Raw -5625061.612470 + Penalty 3550.239525 = -5621511.372945
  nChanged 40
		SP:Iteration 18Q (9276.180000 sec): 3 clusters
  Score: Raw -5625072.915216 + Penalty 3550.239525 = -5621522.675691
  nChanged 21
		SP:Iteration 19Q (9276.270000 sec): 3 clusters
  Score: Raw -5625077.817628 + Penalty 3550.239525 = -5621527.578103
  nChanged 17
		SP:Iteration 20F (9276.410000 sec): 3 clusters
  Score: Raw -5625081.664830 + Penalty 3550.239525 = -5621531.425305
  nChanged 11
		SP:Iteration 21Q (9276.510000 sec): 3 clusters
  Score: Raw -5625084.634073 + Penalty 3550.239525 = -5621534.394548
  nChanged 6
		SP:Iteration 22Q (9276.600000 sec): 3 clusters
  Score: Raw -5625085.972942 + Penalty 3550.239525 = -5621535.733417
  nChanged 4
		SP:Iteration 23Q (9276.700000 sec): 3 clusters
  Score: Raw -5625086.641999 + Penalty 3550.239525 = -5621536.402474
  nChanged 3
		SP:Iteration 24Q (9276.790000 sec): 3 clusters
  Score: Raw -5625086.878919 + Penalty 3550.239525 = -5621536.639394
  nChanged 1
		SP:Iteration 25Q (9276.890000 sec): 3 clusters
  Score: Raw -5625086.948286 + Penalty 3550.239525 = -5621536.708761
  nChanged 1
		SP:Iteration 26Q (9276.990000 sec): 3 clusters
  Score: Raw -5625087.286759 + Penalty 3550.239525 = -5621537.047234
  nChanged 4
		SP:Iteration 27Q (9277.080000 sec): 3 clusters
  Score: Raw -5625087.869116 + Penalty 3550.239525 = -5621537.629591
  nChanged 4
		SP:Iteration 28Q (9277.180000 sec): 3 clusters
  Score: Raw -5625088.372221 + Penalty 3550.239525 = -5621538.132696
  nChanged 1
		SP:Iteration 29Q (9277.270000 sec): 3 clusters
  Score: Raw -5625088.467136 + Penalty 3550.239525 = -5621538.227611
  nChanged 0
		SP:Iteration 30F (9277.410000 sec): 3 clusters
  Score: Raw -5625088.467136 + Penalty 3550.239525 = -5621538.227611
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 97 (116288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9277.730000 sec): 2 clusters
  Score: Raw -11956048.949560 + Penalty 1895.371587 = -11954153.577973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9278.020000 sec): 3 clusters
  Score: Raw -11880282.490661 + Penalty 3790.743174 = -11876491.747486
  nChanged 55791
		SP:Iteration 1F (9278.320000 sec): 3 clusters
  Score: Raw -11913582.286980 + Penalty 3790.743174 = -11909791.543806
  nChanged 5275
		SP:Iteration 2Q (9278.620000 sec): 3 clusters
  Score: Raw -11915781.120389 + Penalty 3790.743174 = -11911990.377215
  nChanged 6856
		SP:Iteration 3F (9278.910000 sec): 3 clusters
  Score: Raw -11919574.766734 + Penalty 3790.743174 = -11915784.023560
  nChanged 8489
		SP:Iteration 4F (9279.200000 sec): 3 clusters
  Score: Raw -11925164.150683 + Penalty 3790.743174 = -11921373.407509
  nChanged 9127
		SP:Iteration 5F (9279.490000 sec): 3 clusters
  Score: Raw -11931746.911033 + Penalty 3790.743174 = -11927956.167858
  nChanged 8270
		SP:Iteration 6F (9279.790000 sec): 3 clusters
  Score: Raw -11937624.896804 + Penalty 3790.743174 = -11933834.153630
  nChanged 6784
		SP:Iteration 7F (9280.080000 sec): 3 clusters
  Score: Raw -11942346.089183 + Penalty 3790.743174 = -11938555.346008
  nChanged 5327
		SP:Iteration 8Q (9280.370000 sec): 3 clusters
  Score: Raw -11946167.640134 + Penalty 3790.743174 = -11942376.896960
  nChanged 4220
		SP:Iteration 9Q (9280.670000 sec): 3 clusters
  Score: Raw -11949290.930919 + Penalty 3790.743174 = -11945500.187745
  nChanged 3261
		SP:Iteration 10Q (9280.950000 sec): 3 clusters
  Score: Raw -11951773.492233 + Penalty 3790.743174 = -11947982.749058
  nChanged 2390
		SP:Iteration 11Q (9281.220000 sec): 3 clusters
  Score: Raw -11953688.039027 + Penalty 3790.743174 = -11949897.295853
  nChanged 1520
		SP:Iteration 12Q (9281.470000 sec): 3 clusters
  Score: Raw -11954910.751624 + Penalty 3790.743174 = -11951120.008449
  nChanged 794
		SP:Iteration 13Q (9281.710000 sec): 3 clusters
  Score: Raw -11955552.360810 + Penalty 3790.743174 = -11951761.617636
  nChanged 408
		SP:Iteration 14Q (9281.930000 sec): 3 clusters
  Score: Raw -11955882.878877 + Penalty 3790.743174 = -11952092.135702
  nChanged 205
		SP:Iteration 15Q (9282.150000 sec): 3 clusters
  Score: Raw -11956056.428169 + Penalty 3790.743174 = -11952265.684995
  nChanged 97
		SP:Iteration 16Q (9282.350000 sec): 3 clusters
  Score: Raw -11956148.664675 + Penalty 3790.743174 = -11952357.921500
  nChanged 58
		SP:Iteration 17Q (9282.560000 sec): 3 clusters
  Score: Raw -11956200.139739 + Penalty 3790.743174 = -11952409.396564
  nChanged 42
		SP:Iteration 18Q (9282.770000 sec): 3 clusters
  Score: Raw -11956238.606786 + Penalty 3790.743174 = -11952447.863611
  nChanged 29
		SP:Iteration 19Q (9282.970000 sec): 3 clusters
  Score: Raw -11956257.880729 + Penalty 3790.743174 = -11952467.137555
  nChanged 21
		SP:Iteration 20F (9283.250000 sec): 3 clusters
  Score: Raw -11956275.819729 + Penalty 3790.743174 = -11952485.076554
  nChanged 19
		SP:Iteration 21Q (9283.460000 sec): 3 clusters
  Score: Raw -11956293.938765 + Penalty 3790.743174 = -11952503.195590
  nChanged 14
		SP:Iteration 22Q (9283.660000 sec): 3 clusters
  Score: Raw -11956304.677376 + Penalty 3790.743174 = -11952513.934201
  nChanged 9
		SP:Iteration 23Q (9283.860000 sec): 3 clusters
  Score: Raw -11956312.735851 + Penalty 3790.743174 = -11952521.992677
  nChanged 7
		SP:Iteration 24Q (9284.070000 sec): 3 clusters
  Score: Raw -11956318.076789 + Penalty 3790.743174 = -11952527.333614
  nChanged 4
		SP:Iteration 25Q (9284.270000 sec): 3 clusters
  Score: Raw -11956322.140137 + Penalty 3790.743174 = -11952531.396962
  nChanged 1
		SP:Iteration 26Q (9284.470000 sec): 3 clusters
  Score: Raw -11956322.980040 + Penalty 3790.743174 = -11952532.236866
  nChanged 1
		SP:Iteration 27Q (9284.670000 sec): 3 clusters
  Score: Raw -11956323.262795 + Penalty 3790.743174 = -11952532.519621
  nChanged 0
		SP:Iteration 28F (9284.960000 sec): 3 clusters
  Score: Raw -11956323.262795 + Penalty 3790.743174 = -11952532.519621
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 98 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9285.020000 sec): 2 clusters
  Score: Raw -124721.514762 + Penalty 1165.394234 = -123556.120529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9285.030000 sec): 3 clusters
  Score: Raw -124237.035389 + Penalty 2330.788467 = -121906.246922
  nChanged 419
		SP:Iteration 1F (9285.030000 sec): 3 clusters
  Score: Raw -124570.914581 + Penalty 2330.788467 = -122240.126114
  nChanged 124
		SP:Iteration 2F (9285.030000 sec): 3 clusters
  Score: Raw -124686.759816 + Penalty 2330.788467 = -122355.971349
  nChanged 75
		SP:Iteration 3F (9285.030000 sec): 3 clusters
  Score: Raw -124760.162880 + Penalty 2330.788467 = -122429.374412
  nChanged 43
		SP:Iteration 4Q (9285.040000 sec): 3 clusters
  Score: Raw -124791.034109 + Penalty 2330.788467 = -122460.245642
  nChanged 26
		SP:Iteration 5Q (9285.040000 sec): 3 clusters
  Score: Raw -124806.244863 + Penalty 2330.788467 = -122475.456395
  nChanged 14
		SP:Iteration 6Q (9285.040000 sec): 3 clusters
  Score: Raw -124815.984266 + Penalty 2330.788467 = -122485.195799
  nChanged 13
		SP:Iteration 7Q (9285.050000 sec): 3 clusters
  Score: Raw -124823.618507 + Penalty 2330.788467 = -122492.830040
  nChanged 11
		SP:Iteration 8Q (9285.050000 sec): 3 clusters
  Score: Raw -124829.965668 + Penalty 2330.788467 = -122499.177200
  nChanged 3
		SP:Iteration 9Q (9285.050000 sec): 3 clusters
  Score: Raw -124831.846571 + Penalty 2330.788467 = -122501.058104
  nChanged 1
		SP:Iteration 10Q (9285.050000 sec): 3 clusters
  Score: Raw -124832.119643 + Penalty 2330.788467 = -122501.331175
  nChanged 1
		SP:Iteration 11Q (9285.060000 sec): 3 clusters
  Score: Raw -124832.323684 + Penalty 2330.788467 = -122501.535217
  nChanged 0
		SP:Iteration 12F (9285.060000 sec): 3 clusters
  Score: Raw -124832.323684 + Penalty 2330.788467 = -122501.535217
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 99 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9285.070000 sec): 2 clusters
  Score: Raw -157432.184547 + Penalty 1211.486004 = -156220.698543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9285.070000 sec): 3 clusters
  Score: Raw -156727.395422 + Penalty 2422.972008 = -154304.423414
  nChanged 586
		SP:Iteration 1F (9285.080000 sec): 3 clusters
  Score: Raw -157146.222589 + Penalty 2422.972008 = -154723.250581
  nChanged 148
		SP:Iteration 2F (9285.080000 sec): 3 clusters
  Score: Raw -157305.977608 + Penalty 2422.972008 = -154883.005600
  nChanged 123
		SP:Iteration 3F (9285.090000 sec): 3 clusters
  Score: Raw -157428.622009 + Penalty 2422.972008 = -155005.650001
  nChanged 90
		SP:Iteration 4F (9285.090000 sec): 3 clusters
  Score: Raw -157528.166027 + Penalty 2422.972008 = -155105.194019
  nChanged 85
		SP:Iteration 5Q (9285.090000 sec): 3 clusters
  Score: Raw -157635.060552 + Penalty 2422.972008 = -155212.088544
  nChanged 78
		SP:Iteration 6Q (9285.100000 sec): 3 clusters
  Score: Raw -157752.734190 + Penalty 2422.972008 = -155329.762182
  nChanged 78
		SP:Iteration 7Q (9285.100000 sec): 3 clusters
  Score: Raw -157898.810159 + Penalty 2422.972008 = -155475.838151
  nChanged 76
		SP:Iteration 8Q (9285.110000 sec): 3 clusters
  Score: Raw -158022.352500 + Penalty 2422.972008 = -155599.380492
  nChanged 62
		SP:Iteration 9Q (9285.110000 sec): 3 clusters
  Score: Raw -158096.248835 + Penalty 2422.972008 = -155673.276827
  nChanged 47
		SP:Iteration 10Q (9285.110000 sec): 3 clusters
  Score: Raw -158149.839265 + Penalty 2422.972008 = -155726.867257
  nChanged 33
		SP:Iteration 11Q (9285.110000 sec): 3 clusters
  Score: Raw -158185.239900 + Penalty 2422.972008 = -155762.267892
  nChanged 18
		SP:Iteration 12Q (9285.120000 sec): 3 clusters
  Score: Raw -158201.003263 + Penalty 2422.972008 = -155778.031255
  nChanged 12
		SP:Iteration 13Q (9285.120000 sec): 3 clusters
  Score: Raw -158207.649542 + Penalty 2422.972008 = -155784.677534
  nChanged 10
		SP:Iteration 14Q (9285.130000 sec): 3 clusters
  Score: Raw -158212.129172 + Penalty 2422.972008 = -155789.157164
  nChanged 2
		SP:Iteration 15Q (9285.130000 sec): 3 clusters
  Score: Raw -158213.985145 + Penalty 2422.972008 = -155791.013138
  nChanged 1
		SP:Iteration 16Q (9285.130000 sec): 3 clusters
  Score: Raw -158214.601306 + Penalty 2422.972008 = -155791.629298
  nChanged 1
		SP:Iteration 17Q (9285.130000 sec): 3 clusters
  Score: Raw -158215.245397 + Penalty 2422.972008 = -155792.273389
  nChanged 1
		SP:Iteration 18Q (9285.140000 sec): 3 clusters
  Score: Raw -158215.656722 + Penalty 2422.972008 = -155792.684714
  nChanged 0
		SP:Iteration 19F (9285.140000 sec): 3 clusters
  Score: Raw -158215.656722 + Penalty 2422.972008 = -155792.684714
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 100 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9285.150000 sec): 2 clusters
  Score: Raw -27580.381993 + Penalty 924.683411 = -26655.698581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9285.150000 sec): 3 clusters
  Score: Raw -27655.454609 + Penalty 1849.366823 = -25806.087787
  nChanged 47
		SP:Iteration 1F (9285.150000 sec): 3 clusters
  Score: Raw -27742.475860 + Penalty 1849.366823 = -25893.109037
  nChanged 10
		SP:Iteration 2Q (9285.150000 sec): 3 clusters
  Score: Raw -27773.994881 + Penalty 1849.366823 = -25924.628058
  nChanged 7
		SP:Iteration 3Q (9285.150000 sec): 3 clusters
  Score: Raw -27793.667012 + Penalty 1849.366823 = -25944.300190
  nChanged 4
		SP:Iteration 4Q (9285.150000 sec): 3 clusters
  Score: Raw -27800.545751 + Penalty 1849.366823 = -25951.178929
  nChanged 5
		SP:Iteration 5Q (9285.150000 sec): 3 clusters
  Score: Raw -27812.616291 + Penalty 1849.366823 = -25963.249469
  nChanged 3
		SP:Iteration 6Q (9285.150000 sec): 3 clusters
  Score: Raw -27822.718937 + Penalty 1849.366823 = -25973.352115
  nChanged 3
		SP:Iteration 7Q (9285.150000 sec): 3 clusters
  Score: Raw -27830.110515 + Penalty 1849.366823 = -25980.743692
  nChanged 2
		SP:Iteration 8Q (9285.150000 sec): 3 clusters
  Score: Raw -27833.900239 + Penalty 1849.366823 = -25984.533417
  nChanged 0
		SP:Iteration 9F (9285.150000 sec): 3 clusters
  Score: Raw -27833.900239 + Penalty 1849.366823 = -25984.533417
  nChanged 0
Iteration 356F (9365.740000 sec): 102 clusters
  Score: Raw -92210448.066721 + Penalty 226020.217777 = -91984427.848943
  nChanged 97
Iteration 357F (9446.290000 sec): 102 clusters
  Score: Raw -92210551.397792 + Penalty 226020.217777 = -91984531.180014
  nChanged 72
Iteration 358Q (9454.130000 sec): 102 clusters
  Score: Raw -92210590.545549 + Penalty 226020.217777 = -91984570.327772
  nChanged 57
Iteration 359Q (9460.900000 sec): 102 clusters
  Score: Raw -92210609.207108 + Penalty 226020.217777 = -91984588.989330
  nChanged 47
Iteration 360F (9540.150000 sec): 102 clusters
  Score: Raw -92210620.212370 + Penalty 226020.217777 = -91984599.994592
  nChanged 41
Iteration 361Q (9546.900000 sec): 102 clusters
  Score: Raw -92210628.390443 + Penalty 226020.217777 = -91984608.172665
  nChanged 38
Iteration 362Q (9553.640000 sec): 102 clusters
  Score: Raw -92210634.250232 + Penalty 226020.217777 = -91984614.032454
  nChanged 20
Iteration 363Q (9560.410000 sec): 102 clusters
  Score: Raw -92210636.817539 + Penalty 226020.217777 = -91984616.599761
  nChanged 16
Iteration 364Q (9567.160000 sec): 102 clusters
  Score: Raw -92210638.467165 + Penalty 226020.217777 = -91984618.249388
  nChanged 8
Iteration 365Q (9573.890000 sec): 102 clusters
  Score: Raw -92210639.686937 + Penalty 226020.217777 = -91984619.469159
  nChanged 6
Iteration 366Q (9580.640000 sec): 102 clusters
  Score: Raw -92210641.282061 + Penalty 226020.217777 = -91984621.064283
  nChanged 13
Iteration 367Q (9587.380000 sec): 102 clusters
  Score: Raw -92210643.655635 + Penalty 226020.217777 = -91984623.437858
  nChanged 12
Iteration 368Q (9594.120000 sec): 102 clusters
  Score: Raw -92210645.059494 + Penalty 226020.217777 = -91984624.841716
  nChanged 7
Iteration 369Q (9600.850000 sec): 102 clusters
  Score: Raw -92210646.135281 + Penalty 226020.217777 = -91984625.917504
  nChanged 6
Iteration 370Q (9607.600000 sec): 102 clusters
  Score: Raw -92210646.671880 + Penalty 226020.217777 = -91984626.454103
  nChanged 8
Iteration 371Q (9614.350000 sec): 102 clusters
  Score: Raw -92210647.030097 + Penalty 226020.217777 = -91984626.812319
  nChanged 4
Iteration 372Q (9621.100000 sec): 102 clusters
  Score: Raw -92210647.388645 + Penalty 226020.217777 = -91984627.170868
  nChanged 7
Iteration 373Q (9627.830000 sec): 102 clusters
  Score: Raw -92210647.821245 + Penalty 226020.217777 = -91984627.603467
  nChanged 5
Iteration 374Q (9634.570000 sec): 102 clusters
  Score: Raw -92210648.306771 + Penalty 226020.217777 = -91984628.088994
  nChanged 4
Iteration 375Q (9641.300000 sec): 102 clusters
  Score: Raw -92210648.695541 + Penalty 226020.217777 = -91984628.477764
  nChanged 4
Iteration 376Q (9648.040000 sec): 102 clusters
  Score: Raw -92210648.820634 + Penalty 226020.217777 = -91984628.602856
  nChanged 4
Iteration 377Q (9654.780000 sec): 102 clusters
  Score: Raw -92210649.022774 + Penalty 226020.217777 = -91984628.804996
  nChanged 4
Iteration 378Q (9661.560000 sec): 102 clusters
  Score: Raw -92210649.326292 + Penalty 226020.217777 = -91984629.108514
  nChanged 3
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92210649.326292 + Penalty 226020.217777 = -91984629.108514
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9661.770000 sec): 2 clusters
  Score: Raw -2036623.990456 + Penalty 1609.365470 = -2035014.624986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9661.810000 sec): 3 clusters
  Score: Raw -2024616.144057 + Penalty 3218.730940 = -2021397.413117
  nChanged 9077
		SP:Iteration 1F (9661.860000 sec): 3 clusters
  Score: Raw -2029774.372317 + Penalty 3218.730940 = -2026555.641377
  nChanged 1088
		SP:Iteration 2F (9661.910000 sec): 3 clusters
  Score: Raw -2030322.385912 + Penalty 3218.730940 = -2027103.654972
  nChanged 1135
		SP:Iteration 3F (9661.960000 sec): 3 clusters
  Score: Raw -2030933.602344 + Penalty 3218.730940 = -2027714.871404
  nChanged 1151
		SP:Iteration 4F (9662.010000 sec): 3 clusters
  Score: Raw -2031654.414334 + Penalty 3218.730940 = -2028435.683394
  nChanged 1196
		SP:Iteration 5F (9662.050000 sec): 3 clusters
  Score: Raw -2032443.339279 + Penalty 3218.730940 = -2029224.608339
  nChanged 1227
		SP:Iteration 6F (9662.100000 sec): 3 clusters
  Score: Raw -2033227.096920 + Penalty 3218.730940 = -2030008.365980
  nChanged 1133
		SP:Iteration 7F (9662.150000 sec): 3 clusters
  Score: Raw -2033919.819560 + Penalty 3218.730940 = -2030701.088620
  nChanged 968
		SP:Iteration 8Q (9662.200000 sec): 3 clusters
  Score: Raw -2034411.986169 + Penalty 3218.730940 = -2031193.255229
  nChanged 734
		SP:Iteration 9Q (9662.250000 sec): 3 clusters
  Score: Raw -2034772.768825 + Penalty 3218.730940 = -2031554.037885
  nChanged 599
		SP:Iteration 10Q (9662.290000 sec): 3 clusters
  Score: Raw -2035080.459808 + Penalty 3218.730940 = -2031861.728868
  nChanged 499
		SP:Iteration 11Q (9662.340000 sec): 3 clusters
  Score: Raw -2035320.720138 + Penalty 3218.730940 = -2032101.989198
  nChanged 441
		SP:Iteration 12Q (9662.390000 sec): 3 clusters
  Score: Raw -2035504.009830 + Penalty 3218.730940 = -2032285.278890
  nChanged 349
		SP:Iteration 13Q (9662.430000 sec): 3 clusters
  Score: Raw -2035643.686884 + Penalty 3218.730940 = -2032424.955944
  nChanged 302
		SP:Iteration 14Q (9662.480000 sec): 3 clusters
  Score: Raw -2035751.102739 + Penalty 3218.730940 = -2032532.371799
  nChanged 265
		SP:Iteration 15Q (9662.530000 sec): 3 clusters
  Score: Raw -2035832.014945 + Penalty 3218.730940 = -2032613.284005
  nChanged 185
		SP:Iteration 16Q (9662.570000 sec): 3 clusters
  Score: Raw -2035882.983501 + Penalty 3218.730940 = -2032664.252561
  nChanged 168
		SP:Iteration 17Q (9662.610000 sec): 3 clusters
  Score: Raw -2035928.476204 + Penalty 3218.730940 = -2032709.745264
  nChanged 174
		SP:Iteration 18Q (9662.660000 sec): 3 clusters
  Score: Raw -2035968.915953 + Penalty 3218.730940 = -2032750.185013
  nChanged 148
		SP:Iteration 19Q (9662.710000 sec): 3 clusters
  Score: Raw -2036003.804248 + Penalty 3218.730940 = -2032785.073308
  nChanged 138
		SP:Iteration 20F (9662.750000 sec): 3 clusters
  Score: Raw -2036041.227144 + Penalty 3218.730940 = -2032822.496204
  nChanged 149
		SP:Iteration 21Q (9662.800000 sec): 3 clusters
  Score: Raw -2036071.509860 + Penalty 3218.730940 = -2032852.778921
  nChanged 126
		SP:Iteration 22Q (9662.840000 sec): 3 clusters
  Score: Raw -2036095.716572 + Penalty 3218.730940 = -2032876.985632
  nChanged 125
		SP:Iteration 23Q (9662.890000 sec): 3 clusters
  Score: Raw -2036119.414014 + Penalty 3218.730940 = -2032900.683074
  nChanged 104
		SP:Iteration 24Q (9662.930000 sec): 3 clusters
  Score: Raw -2036140.952520 + Penalty 3218.730940 = -2032922.221580
  nChanged 96
		SP:Iteration 25Q (9662.990000 sec): 3 clusters
  Score: Raw -2036158.721060 + Penalty 3218.730940 = -2032939.990120
  nChanged 102
		SP:Iteration 26Q (9663.030000 sec): 3 clusters
  Score: Raw -2036177.887678 + Penalty 3218.730940 = -2032959.156738
  nChanged 98
		SP:Iteration 27Q (9663.070000 sec): 3 clusters
  Score: Raw -2036196.972260 + Penalty 3218.730940 = -2032978.241321
  nChanged 104
		SP:Iteration 28Q (9663.120000 sec): 3 clusters
  Score: Raw -2036217.804842 + Penalty 3218.730940 = -2032999.073903
  nChanged 120
		SP:Iteration 29Q (9663.160000 sec): 3 clusters
  Score: Raw -2036242.752666 + Penalty 3218.730940 = -2033024.021726
  nChanged 108
		SP:Iteration 30Q (9663.200000 sec): 3 clusters
  Score: Raw -2036262.568836 + Penalty 3218.730940 = -2033043.837896
  nChanged 113
		SP:Iteration 31Q (9663.250000 sec): 3 clusters
  Score: Raw -2036284.482189 + Penalty 3218.730940 = -2033065.751249
  nChanged 106
		SP:Iteration 32Q (9663.290000 sec): 3 clusters
  Score: Raw -2036306.319563 + Penalty 3218.730940 = -2033087.588623
  nChanged 120
		SP:Iteration 33Q (9663.330000 sec): 3 clusters
  Score: Raw -2036329.806622 + Penalty 3218.730940 = -2033111.075682
  nChanged 123
		SP:Iteration 34Q (9663.380000 sec): 3 clusters
  Score: Raw -2036351.629364 + Penalty 3218.730940 = -2033132.898424
  nChanged 115
		SP:Iteration 35Q (9663.420000 sec): 3 clusters
  Score: Raw -2036372.367979 + Penalty 3218.730940 = -2033153.637039
  nChanged 103
		SP:Iteration 36Q (9663.460000 sec): 3 clusters
  Score: Raw -2036392.085451 + Penalty 3218.730940 = -2033173.354511
  nChanged 97
		SP:Iteration 37Q (9663.510000 sec): 3 clusters
  Score: Raw -2036412.278961 + Penalty 3218.730940 = -2033193.548021
  nChanged 119
		SP:Iteration 38Q (9663.550000 sec): 3 clusters
  Score: Raw -2036435.828972 + Penalty 3218.730940 = -2033217.098032
  nChanged 112
		SP:Iteration 39Q (9663.590000 sec): 3 clusters
  Score: Raw -2036461.149776 + Penalty 3218.730940 = -2033242.418836
  nChanged 130
		SP:Iteration 40F (9663.640000 sec): 3 clusters
  Score: Raw -2036491.349660 + Penalty 3218.730940 = -2033272.618721
  nChanged 137
		SP:Iteration 41Q (9663.680000 sec): 3 clusters
  Score: Raw -2036522.347615 + Penalty 3218.730940 = -2033303.616675
  nChanged 126
		SP:Iteration 42Q (9663.720000 sec): 3 clusters
  Score: Raw -2036548.787978 + Penalty 3218.730940 = -2033330.057038
  nChanged 119
		SP:Iteration 43Q (9663.760000 sec): 3 clusters
  Score: Raw -2036575.921268 + Penalty 3218.730940 = -2033357.190328
  nChanged 112
		SP:Iteration 44Q (9663.800000 sec): 3 clusters
  Score: Raw -2036601.875295 + Penalty 3218.730940 = -2033383.144355
  nChanged 112
		SP:Iteration 45Q (9663.850000 sec): 3 clusters
  Score: Raw -2036629.657980 + Penalty 3218.730940 = -2033410.927040
  nChanged 94
		SP:Iteration 46Q (9663.890000 sec): 3 clusters
  Score: Raw -2036650.436279 + Penalty 3218.730940 = -2033431.705339
  nChanged 80
		SP:Iteration 47Q (9663.930000 sec): 3 clusters
  Score: Raw -2036665.738100 + Penalty 3218.730940 = -2033447.007160
  nChanged 82
		SP:Iteration 48Q (9663.970000 sec): 3 clusters
  Score: Raw -2036682.573313 + Penalty 3218.730940 = -2033463.842373
  nChanged 91
		SP:Iteration 49Q (9664.010000 sec): 3 clusters
  Score: Raw -2036703.088222 + Penalty 3218.730940 = -2033484.357282
  nChanged 107
		SP:Iteration 50Q (9664.050000 sec): 3 clusters
  Score: Raw -2036728.844162 + Penalty 3218.730940 = -2033510.113222
  nChanged 96
		SP:Iteration 51Q (9664.090000 sec): 3 clusters
  Score: Raw -2036754.059101 + Penalty 3218.730940 = -2033535.328161
  nChanged 107
		SP:Iteration 52Q (9664.130000 sec): 3 clusters
  Score: Raw -2036785.431663 + Penalty 3218.730940 = -2033566.700723
  nChanged 109
		SP:Iteration 53Q (9664.170000 sec): 3 clusters
  Score: Raw -2036817.088160 + Penalty 3218.730940 = -2033598.357220
  nChanged 95
		SP:Iteration 54Q (9664.210000 sec): 3 clusters
  Score: Raw -2036840.675632 + Penalty 3218.730940 = -2033621.944692
  nChanged 78
		SP:Iteration 55Q (9664.250000 sec): 3 clusters
  Score: Raw -2036859.303180 + Penalty 3218.730940 = -2033640.572240
  nChanged 83
		SP:Iteration 56Q (9664.290000 sec): 3 clusters
  Score: Raw -2036882.491658 + Penalty 3218.730940 = -2033663.760718
  nChanged 96
		SP:Iteration 57Q (9664.330000 sec): 3 clusters
  Score: Raw -2036906.763018 + Penalty 3218.730940 = -2033688.032078
  nChanged 87
		SP:Iteration 58Q (9664.370000 sec): 3 clusters
  Score: Raw -2036928.555976 + Penalty 3218.730940 = -2033709.825036
  nChanged 87
		SP:Iteration 59Q (9664.410000 sec): 3 clusters
  Score: Raw -2036952.288321 + Penalty 3218.730940 = -2033733.557381
  nChanged 87
		SP:Iteration 60F (9664.460000 sec): 3 clusters
  Score: Raw -2036973.301264 + Penalty 3218.730940 = -2033754.570324
  nChanged 79
		SP:Iteration 61Q (9664.500000 sec): 3 clusters
  Score: Raw -2036994.350279 + Penalty 3218.730940 = -2033775.619339
  nChanged 64
		SP:Iteration 62Q (9664.540000 sec): 3 clusters
  Score: Raw -2037009.260525 + Penalty 3218.730940 = -2033790.529585
  nChanged 67
		SP:Iteration 63Q (9664.570000 sec): 3 clusters
  Score: Raw -2037021.870759 + Penalty 3218.730940 = -2033803.139819
  nChanged 46
		SP:Iteration 64Q (9664.610000 sec): 3 clusters
  Score: Raw -2037029.992994 + Penalty 3218.730940 = -2033811.262054
  nChanged 46
		SP:Iteration 65Q (9664.650000 sec): 3 clusters
  Score: Raw -2037037.755620 + Penalty 3218.730940 = -2033819.024680
  nChanged 31
		SP:Iteration 66Q (9664.690000 sec): 3 clusters
  Score: Raw -2037042.842292 + Penalty 3218.730940 = -2033824.111352
  nChanged 26
		SP:Iteration 67Q (9664.730000 sec): 3 clusters
  Score: Raw -2037046.974094 + Penalty 3218.730940 = -2033828.243154
  nChanged 32
		SP:Iteration 68Q (9664.770000 sec): 3 clusters
  Score: Raw -2037053.552873 + Penalty 3218.730940 = -2033834.821933
  nChanged 29
		SP:Iteration 69Q (9664.810000 sec): 3 clusters
  Score: Raw -2037060.188429 + Penalty 3218.730940 = -2033841.457489
  nChanged 35
		SP:Iteration 70Q (9664.850000 sec): 3 clusters
  Score: Raw -2037066.243986 + Penalty 3218.730940 = -2033847.513046
  nChanged 25
		SP:Iteration 71Q (9664.880000 sec): 3 clusters
  Score: Raw -2037070.664514 + Penalty 3218.730940 = -2033851.933574
  nChanged 27
		SP:Iteration 72Q (9664.920000 sec): 3 clusters
  Score: Raw -2037075.629416 + Penalty 3218.730940 = -2033856.898477
  nChanged 33
		SP:Iteration 73Q (9664.960000 sec): 3 clusters
  Score: Raw -2037082.435140 + Penalty 3218.730940 = -2033863.704200
  nChanged 35
		SP:Iteration 74Q (9665.000000 sec): 3 clusters
  Score: Raw -2037090.432917 + Penalty 3218.730940 = -2033871.701977
  nChanged 35
		SP:Iteration 75Q (9665.030000 sec): 3 clusters
  Score: Raw -2037097.304519 + Penalty 3218.730940 = -2033878.573579
  nChanged 22
		SP:Iteration 76Q (9665.070000 sec): 3 clusters
  Score: Raw -2037101.808075 + Penalty 3218.730940 = -2033883.077135
  nChanged 29
		SP:Iteration 77Q (9665.110000 sec): 3 clusters
  Score: Raw -2037107.845088 + Penalty 3218.730940 = -2033889.114148
  nChanged 27
		SP:Iteration 78Q (9665.150000 sec): 3 clusters
  Score: Raw -2037114.245515 + Penalty 3218.730940 = -2033895.514575
  nChanged 27
		SP:Iteration 79Q (9665.190000 sec): 3 clusters
  Score: Raw -2037118.940849 + Penalty 3218.730940 = -2033900.209909
  nChanged 27
		SP:Iteration 80F (9665.230000 sec): 3 clusters
  Score: Raw -2037123.722774 + Penalty 3218.730940 = -2033904.991834
  nChanged 25
		SP:Iteration 81Q (9665.270000 sec): 3 clusters
  Score: Raw -2037129.235487 + Penalty 3218.730940 = -2033910.504547
  nChanged 24
		SP:Iteration 82Q (9665.310000 sec): 3 clusters
  Score: Raw -2037135.927859 + Penalty 3218.730940 = -2033917.196919
  nChanged 30
		SP:Iteration 83Q (9665.350000 sec): 3 clusters
  Score: Raw -2037143.118246 + Penalty 3218.730940 = -2033924.387306
  nChanged 34
		SP:Iteration 84Q (9665.380000 sec): 3 clusters
  Score: Raw -2037152.199138 + Penalty 3218.730940 = -2033933.468198
  nChanged 41
		SP:Iteration 85Q (9665.420000 sec): 3 clusters
  Score: Raw -2037163.205910 + Penalty 3218.730940 = -2033944.474970
  nChanged 40
		SP:Iteration 86Q (9665.460000 sec): 3 clusters
  Score: Raw -2037172.787860 + Penalty 3218.730940 = -2033954.056920
  nChanged 40
		SP:Iteration 87Q (9665.490000 sec): 3 clusters
  Score: Raw -2037184.308111 + Penalty 3218.730940 = -2033965.577171
  nChanged 40
		SP:Iteration 88Q (9665.530000 sec): 3 clusters
  Score: Raw -2037195.537817 + Penalty 3218.730940 = -2033976.806877
  nChanged 29
		SP:Iteration 89Q (9665.570000 sec): 3 clusters
  Score: Raw -2037202.541470 + Penalty 3218.730940 = -2033983.810530
  nChanged 26
		SP:Iteration 90Q (9665.610000 sec): 3 clusters
  Score: Raw -2037208.618976 + Penalty 3218.730940 = -2033989.888036
  nChanged 27
		SP:Iteration 91Q (9665.640000 sec): 3 clusters
  Score: Raw -2037216.197529 + Penalty 3218.730940 = -2033997.466589
  nChanged 28
		SP:Iteration 92Q (9665.680000 sec): 3 clusters
  Score: Raw -2037223.622432 + Penalty 3218.730940 = -2034004.891492
  nChanged 34
		SP:Iteration 93Q (9665.720000 sec): 3 clusters
  Score: Raw -2037231.206126 + Penalty 3218.730940 = -2034012.475186
  nChanged 20
		SP:Iteration 94Q (9665.750000 sec): 3 clusters
  Score: Raw -2037235.955240 + Penalty 3218.730940 = -2034017.224300
  nChanged 14
		SP:Iteration 95Q (9665.790000 sec): 3 clusters
  Score: Raw -2037239.721179 + Penalty 3218.730940 = -2034020.990239
  nChanged 13
		SP:Iteration 96Q (9665.830000 sec): 3 clusters
  Score: Raw -2037242.565307 + Penalty 3218.730940 = -2034023.834367
  nChanged 11
		SP:Iteration 97Q (9665.860000 sec): 3 clusters
  Score: Raw -2037245.131715 + Penalty 3218.730940 = -2034026.400775
  nChanged 16
		SP:Iteration 98Q (9665.900000 sec): 3 clusters
  Score: Raw -2037249.018540 + Penalty 3218.730940 = -2034030.287600
  nChanged 7
		SP:Iteration 99Q (9665.930000 sec): 3 clusters
  Score: Raw -2037250.705050 + Penalty 3218.730940 = -2034031.974110
  nChanged 4
		SP:Iteration 100F (9665.980000 sec): 3 clusters
  Score: Raw -2037251.432541 + Penalty 3218.730940 = -2034032.701601
  nChanged 2
		SP:Iteration 101Q (9666.020000 sec): 3 clusters
  Score: Raw -2037251.880942 + Penalty 3218.730940 = -2034033.150002
  nChanged 4
		SP:Iteration 102Q (9666.060000 sec): 3 clusters
  Score: Raw -2037252.788358 + Penalty 3218.730940 = -2034034.057418
  nChanged 3
		SP:Iteration 103Q (9666.090000 sec): 3 clusters
  Score: Raw -2037253.706570 + Penalty 3218.730940 = -2034034.975630
  nChanged 5
		SP:Iteration 104Q (9666.130000 sec): 3 clusters
  Score: Raw -2037254.670503 + Penalty 3218.730940 = -2034035.939563
  nChanged 3
		SP:Iteration 105Q (9666.170000 sec): 3 clusters
  Score: Raw -2037255.170275 + Penalty 3218.730940 = -2034036.439335
  nChanged 1
		SP:Iteration 106Q (9666.200000 sec): 3 clusters
  Score: Raw -2037255.610513 + Penalty 3218.730940 = -2034036.879573
  nChanged 0
		SP:Iteration 107F (9666.250000 sec): 3 clusters
  Score: Raw -2037255.610513 + Penalty 3218.730940 = -2034036.879573
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9666.270000 sec): 2 clusters
  Score: Raw -22194.506035 + Penalty 901.724864 = -21292.781171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9666.270000 sec): 3 clusters
  Score: Raw -22325.640602 + Penalty 1803.449728 = -20522.190875
  nChanged 49
		SP:Iteration 1F (9666.270000 sec): 3 clusters
  Score: Raw -22452.039960 + Penalty 1803.449728 = -20648.590232
  nChanged 14
		SP:Iteration 2F (9666.270000 sec): 3 clusters
  Score: Raw -22497.687387 + Penalty 1803.449728 = -20694.237660
  nChanged 9
		SP:Iteration 3Q (9666.270000 sec): 3 clusters
  Score: Raw -22516.730737 + Penalty 1803.449728 = -20713.281010
  nChanged 4
		SP:Iteration 4Q (9666.270000 sec): 3 clusters
  Score: Raw -22525.387575 + Penalty 1803.449728 = -20721.937847
  nChanged 3
		SP:Iteration 5Q (9666.270000 sec): 3 clusters
  Score: Raw -22531.744027 + Penalty 1803.449728 = -20728.294300
  nChanged 4
		SP:Iteration 6Q (9666.270000 sec): 3 clusters
  Score: Raw -22559.680274 + Penalty 1803.449728 = -20756.230547
  nChanged 7
		SP:Iteration 7Q (9666.270000 sec): 3 clusters
  Score: Raw -22594.896752 + Penalty 1803.449728 = -20791.447025
  nChanged 6
		SP:Iteration 8Q (9666.270000 sec): 3 clusters
  Score: Raw -22611.356636 + Penalty 1803.449728 = -20807.906908
  nChanged 6
		SP:Iteration 9Q (9666.270000 sec): 3 clusters
  Score: Raw -22629.606623 + Penalty 1803.449728 = -20826.156896
  nChanged 0
		SP:Iteration 10F (9666.270000 sec): 3 clusters
  Score: Raw -22631.775698 + Penalty 1803.449728 = -20828.325970
  nChanged 1
		SP:Iteration 11Q (9666.270000 sec): 3 clusters
  Score: Raw -22691.278188 + Penalty 1803.449728 = -20887.828460
  nChanged 6
		SP:Iteration 12Q (9666.270000 sec): 3 clusters
  Score: Raw -22722.566162 + Penalty 1803.449728 = -20919.116434
  nChanged 6
		SP:Iteration 13Q (9666.270000 sec): 3 clusters
  Score: Raw -22751.996293 + Penalty 1803.449728 = -20948.546565
  nChanged 4
		SP:Iteration 14Q (9666.270000 sec): 3 clusters
  Score: Raw -22767.037888 + Penalty 1803.449728 = -20963.588161
  nChanged 1
		SP:Iteration 15Q (9666.270000 sec): 3 clusters
  Score: Raw -22769.156493 + Penalty 1803.449728 = -20965.706765
  nChanged 0
		SP:Iteration 16F (9666.270000 sec): 3 clusters
  Score: Raw -22769.156493 + Penalty 1803.449728 = -20965.706765
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9666.400000 sec): 2 clusters
  Score: Raw -4132878.411307 + Penalty 1721.150854 = -4131157.260452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9666.500000 sec): 3 clusters
  Score: Raw -4107851.144042 + Penalty 3442.301709 = -4104408.842334
  nChanged 18498
		SP:Iteration 1F (9666.600000 sec): 3 clusters
  Score: Raw -4118049.934218 + Penalty 3442.301709 = -4114607.632509
  nChanged 1554
		SP:Iteration 2Q (9666.700000 sec): 3 clusters
  Score: Raw -4118426.806457 + Penalty 3442.301709 = -4114984.504749
  nChanged 1356
		SP:Iteration 3Q (9666.800000 sec): 3 clusters
  Score: Raw -4118749.038874 + Penalty 3442.301709 = -4115306.737165
  nChanged 1293
		SP:Iteration 4Q (9666.900000 sec): 3 clusters
  Score: Raw -4119056.814341 + Penalty 3442.301709 = -4115614.512632
  nChanged 1280
		SP:Iteration 5Q (9667.010000 sec): 3 clusters
  Score: Raw -4119396.784595 + Penalty 3442.301709 = -4115954.482886
  nChanged 1307
		SP:Iteration 6Q (9667.110000 sec): 3 clusters
  Score: Raw -4119810.576162 + Penalty 3442.301709 = -4116368.274453
  nChanged 1495
		SP:Iteration 7Q (9667.210000 sec): 3 clusters
  Score: Raw -4120408.568614 + Penalty 3442.301709 = -4116966.266905
  nChanged 1874
		SP:Iteration 8Q (9667.310000 sec): 3 clusters
  Score: Raw -4121416.129501 + Penalty 3442.301709 = -4117973.827792
  nChanged 2296
		SP:Iteration 9F (9667.410000 sec): 3 clusters
  Score: Raw -4122952.009827 + Penalty 3442.301709 = -4119509.708118
  nChanged 2544
		SP:Iteration 10F (9667.510000 sec): 3 clusters
  Score: Raw -4124920.388903 + Penalty 3442.301709 = -4121478.087195
  nChanged 2522
		SP:Iteration 11F (9667.610000 sec): 3 clusters
  Score: Raw -4127063.590928 + Penalty 3442.301709 = -4123621.289219
  nChanged 2093
		SP:Iteration 12F (9667.710000 sec): 3 clusters
  Score: Raw -4128883.705155 + Penalty 3442.301709 = -4125441.403446
  nChanged 1630
		SP:Iteration 13Q (9667.800000 sec): 3 clusters
  Score: Raw -4130273.783823 + Penalty 3442.301709 = -4126831.482114
  nChanged 1118
		SP:Iteration 14Q (9667.890000 sec): 3 clusters
  Score: Raw -4131197.429039 + Penalty 3442.301709 = -4127755.127331
  nChanged 770
		SP:Iteration 15Q (9667.970000 sec): 3 clusters
  Score: Raw -4131778.148451 + Penalty 3442.301709 = -4128335.846743
  nChanged 565
		SP:Iteration 16Q (9668.040000 sec): 3 clusters
  Score: Raw -4132219.494162 + Penalty 3442.301709 = -4128777.192453
  nChanged 404
		SP:Iteration 17Q (9668.120000 sec): 3 clusters
  Score: Raw -4132515.414194 + Penalty 3442.301709 = -4129073.112485
  nChanged 277
		SP:Iteration 18Q (9668.190000 sec): 3 clusters
  Score: Raw -4132742.565233 + Penalty 3442.301709 = -4129300.263525
  nChanged 165
		SP:Iteration 19Q (9668.260000 sec): 3 clusters
  Score: Raw -4132880.158128 + Penalty 3442.301709 = -4129437.856420
  nChanged 101
		SP:Iteration 20F (9668.360000 sec): 3 clusters
  Score: Raw -4132968.268408 + Penalty 3442.301709 = -4129525.966700
  nChanged 66
		SP:Iteration 21Q (9668.430000 sec): 3 clusters
  Score: Raw -4133034.477557 + Penalty 3442.301709 = -4129592.175849
  nChanged 39
		SP:Iteration 22Q (9668.500000 sec): 3 clusters
  Score: Raw -4133070.459210 + Penalty 3442.301709 = -4129628.157501
  nChanged 22
		SP:Iteration 23Q (9668.570000 sec): 3 clusters
  Score: Raw -4133086.936441 + Penalty 3442.301709 = -4129644.634732
  nChanged 15
		SP:Iteration 24Q (9668.630000 sec): 3 clusters
  Score: Raw -4133098.744785 + Penalty 3442.301709 = -4129656.443076
  nChanged 12
		SP:Iteration 25Q (9668.700000 sec): 3 clusters
  Score: Raw -4133104.323087 + Penalty 3442.301709 = -4129662.021378
  nChanged 3
		SP:Iteration 26Q (9668.770000 sec): 3 clusters
  Score: Raw -4133107.885993 + Penalty 3442.301709 = -4129665.584284
  nChanged 1
		SP:Iteration 27Q (9668.840000 sec): 3 clusters
  Score: Raw -4133108.593001 + Penalty 3442.301709 = -4129666.291293
  nChanged 1
		SP:Iteration 28Q (9668.910000 sec): 3 clusters
  Score: Raw -4133109.311780 + Penalty 3442.301709 = -4129667.010071
  nChanged 1
		SP:Iteration 29Q (9668.970000 sec): 3 clusters
  Score: Raw -4133110.024601 + Penalty 3442.301709 = -4129667.722893
  nChanged 2
		SP:Iteration 30Q (9669.040000 sec): 3 clusters
  Score: Raw -4133111.075679 + Penalty 3442.301709 = -4129668.773971
  nChanged 1
		SP:Iteration 31Q (9669.110000 sec): 3 clusters
  Score: Raw -4133111.956346 + Penalty 3442.301709 = -4129669.654638
  nChanged 1
		SP:Iteration 32Q (9669.180000 sec): 3 clusters
  Score: Raw -4133112.422642 + Penalty 3442.301709 = -4129670.120933
  nChanged 1
		SP:Iteration 33Q (9669.240000 sec): 3 clusters
  Score: Raw -4133113.051861 + Penalty 3442.301709 = -4129670.750152
  nChanged 0
		SP:Iteration 34F (9669.340000 sec): 3 clusters
  Score: Raw -4133113.051861 + Penalty 3442.301709 = -4129670.750152
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9669.390000 sec): 2 clusters
  Score: Raw -1219446.585580 + Penalty 1523.892836 = -1217922.692744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9669.420000 sec): 3 clusters
  Score: Raw -1212714.044498 + Penalty 3047.785671 = -1209666.258827
  nChanged 5129
		SP:Iteration 1F (9669.450000 sec): 3 clusters
  Score: Raw -1215458.886893 + Penalty 3047.785671 = -1212411.101222
  nChanged 739
		SP:Iteration 2F (9669.470000 sec): 3 clusters
  Score: Raw -1215833.566118 + Penalty 3047.785671 = -1212785.780447
  nChanged 698
		SP:Iteration 3F (9669.500000 sec): 3 clusters
  Score: Raw -1216213.387230 + Penalty 3047.785671 = -1213165.601558
  nChanged 711
		SP:Iteration 4F (9669.530000 sec): 3 clusters
  Score: Raw -1216658.100728 + Penalty 3047.785671 = -1213610.315057
  nChanged 750
		SP:Iteration 5F (9669.550000 sec): 3 clusters
  Score: Raw -1217169.794313 + Penalty 3047.785671 = -1214122.008641
  nChanged 739
		SP:Iteration 6F (9669.580000 sec): 3 clusters
  Score: Raw -1217710.174583 + Penalty 3047.785671 = -1214662.388912
  nChanged 650
		SP:Iteration 7F (9669.610000 sec): 3 clusters
  Score: Raw -1218201.516081 + Penalty 3047.785671 = -1215153.730410
  nChanged 529
		SP:Iteration 8Q (9669.630000 sec): 3 clusters
  Score: Raw -1218634.010880 + Penalty 3047.785671 = -1215586.225208
  nChanged 399
		SP:Iteration 9Q (9669.660000 sec): 3 clusters
  Score: Raw -1218976.355834 + Penalty 3047.785671 = -1215928.570162
  nChanged 282
		SP:Iteration 10Q (9669.690000 sec): 3 clusters
  Score: Raw -1219245.293616 + Penalty 3047.785671 = -1216197.507945
  nChanged 182
		SP:Iteration 11Q (9669.710000 sec): 3 clusters
  Score: Raw -1219422.704526 + Penalty 3047.785671 = -1216374.918854
  nChanged 94
		SP:Iteration 12Q (9669.730000 sec): 3 clusters
  Score: Raw -1219511.154097 + Penalty 3047.785671 = -1216463.368425
  nChanged 56
		SP:Iteration 13Q (9669.750000 sec): 3 clusters
  Score: Raw -1219561.773536 + Penalty 3047.785671 = -1216513.987865
  nChanged 30
		SP:Iteration 14Q (9669.770000 sec): 3 clusters
  Score: Raw -1219592.147535 + Penalty 3047.785671 = -1216544.361864
  nChanged 20
		SP:Iteration 15Q (9669.790000 sec): 3 clusters
  Score: Raw -1219611.354891 + Penalty 3047.785671 = -1216563.569219
  nChanged 16
		SP:Iteration 16Q (9669.810000 sec): 3 clusters
  Score: Raw -1219625.037246 + Penalty 3047.785671 = -1216577.251574
  nChanged 10
		SP:Iteration 17Q (9669.830000 sec): 3 clusters
  Score: Raw -1219633.852798 + Penalty 3047.785671 = -1216586.067126
  nChanged 11
		SP:Iteration 18Q (9669.850000 sec): 3 clusters
  Score: Raw -1219645.428669 + Penalty 3047.785671 = -1216597.642998
  nChanged 8
		SP:Iteration 19Q (9669.870000 sec): 3 clusters
  Score: Raw -1219651.475716 + Penalty 3047.785671 = -1216603.690045
  nChanged 3
		SP:Iteration 20F (9669.900000 sec): 3 clusters
  Score: Raw -1219653.197891 + Penalty 3047.785671 = -1216605.412220
  nChanged 1
		SP:Iteration 21Q (9669.920000 sec): 3 clusters
  Score: Raw -1219654.004277 + Penalty 3047.785671 = -1216606.218606
  nChanged 0
		SP:Iteration 22F (9669.940000 sec): 3 clusters
  Score: Raw -1219654.004277 + Penalty 3047.785671 = -1216606.218606
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (32957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9670.040000 sec): 2 clusters
  Score: Raw -3411443.243504 + Penalty 1690.480831 = -3409752.762673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9670.120000 sec): 3 clusters
  Score: Raw -3390957.917408 + Penalty 3380.961662 = -3387576.955745
  nChanged 15262
		SP:Iteration 1F (9670.200000 sec): 3 clusters
  Score: Raw -3399543.007383 + Penalty 3380.961662 = -3396162.045721
  nChanged 1388
		SP:Iteration 2Q (9670.290000 sec): 3 clusters
  Score: Raw -3399945.888371 + Penalty 3380.961662 = -3396564.926709
  nChanged 1330
		SP:Iteration 3Q (9670.370000 sec): 3 clusters
  Score: Raw -3400352.602784 + Penalty 3380.961662 = -3396971.641122
  nChanged 1355
		SP:Iteration 4Q (9670.450000 sec): 3 clusters
  Score: Raw -3400832.773741 + Penalty 3380.961662 = -3397451.812078
  nChanged 1505
		SP:Iteration 5Q (9670.530000 sec): 3 clusters
  Score: Raw -3401475.167066 + Penalty 3380.961662 = -3398094.205403
  nChanged 1809
		SP:Iteration 6F (9670.610000 sec): 3 clusters
  Score: Raw -3402430.854587 + Penalty 3380.961662 = -3399049.892925
  nChanged 2072
		SP:Iteration 7F (9670.690000 sec): 3 clusters
  Score: Raw -3403726.253342 + Penalty 3380.961662 = -3400345.291680
  nChanged 2254
		SP:Iteration 8F (9670.770000 sec): 3 clusters
  Score: Raw -3405339.078977 + Penalty 3380.961662 = -3401958.117314
  nChanged 2142
		SP:Iteration 9F (9670.860000 sec): 3 clusters
  Score: Raw -3407015.620161 + Penalty 3380.961662 = -3403634.658499
  nChanged 1819
		SP:Iteration 10F (9670.940000 sec): 3 clusters
  Score: Raw -3408515.897267 + Penalty 3380.961662 = -3405134.935605
  nChanged 1299
		SP:Iteration 11Q (9671.020000 sec): 3 clusters
  Score: Raw -3409588.591865 + Penalty 3380.961662 = -3406207.630202
  nChanged 902
		SP:Iteration 12Q (9671.090000 sec): 3 clusters
  Score: Raw -3410347.011870 + Penalty 3380.961662 = -3406966.050207
  nChanged 578
		SP:Iteration 13Q (9671.170000 sec): 3 clusters
  Score: Raw -3410862.633949 + Penalty 3380.961662 = -3407481.672287
  nChanged 355
		SP:Iteration 14Q (9671.230000 sec): 3 clusters
  Score: Raw -3411172.325421 + Penalty 3380.961662 = -3407791.363759
  nChanged 224
		SP:Iteration 15Q (9671.300000 sec): 3 clusters
  Score: Raw -3411346.789584 + Penalty 3380.961662 = -3407965.827922
  nChanged 157
		SP:Iteration 16Q (9671.360000 sec): 3 clusters
  Score: Raw -3411446.053747 + Penalty 3380.961662 = -3408065.092085
  nChanged 93
		SP:Iteration 17Q (9671.410000 sec): 3 clusters
  Score: Raw -3411504.407762 + Penalty 3380.961662 = -3408123.446100
  nChanged 81
		SP:Iteration 18Q (9671.470000 sec): 3 clusters
  Score: Raw -3411547.999966 + Penalty 3380.961662 = -3408167.038304
  nChanged 63
		SP:Iteration 19Q (9671.530000 sec): 3 clusters
  Score: Raw -3411591.233721 + Penalty 3380.961662 = -3408210.272059
  nChanged 56
		SP:Iteration 20F (9671.610000 sec): 3 clusters
  Score: Raw -3411637.094195 + Penalty 3380.961662 = -3408256.132533
  nChanged 50
		SP:Iteration 21Q (9671.670000 sec): 3 clusters
  Score: Raw -3411665.210000 + Penalty 3380.961662 = -3408284.248338
  nChanged 34
		SP:Iteration 22Q (9671.730000 sec): 3 clusters
  Score: Raw -3411680.544231 + Penalty 3380.961662 = -3408299.582568
  nChanged 25
		SP:Iteration 23Q (9671.780000 sec): 3 clusters
  Score: Raw -3411695.569026 + Penalty 3380.961662 = -3408314.607363
  nChanged 31
		SP:Iteration 24Q (9671.840000 sec): 3 clusters
  Score: Raw -3411716.834526 + Penalty 3380.961662 = -3408335.872864
  nChanged 27
		SP:Iteration 25Q (9671.890000 sec): 3 clusters
  Score: Raw -3411731.472730 + Penalty 3380.961662 = -3408350.511067
  nChanged 22
		SP:Iteration 26Q (9671.950000 sec): 3 clusters
  Score: Raw -3411741.661100 + Penalty 3380.961662 = -3408360.699438
  nChanged 12
		SP:Iteration 27Q (9672.010000 sec): 3 clusters
  Score: Raw -3411746.154271 + Penalty 3380.961662 = -3408365.192609
  nChanged 7
		SP:Iteration 28Q (9672.060000 sec): 3 clusters
  Score: Raw -3411750.514042 + Penalty 3380.961662 = -3408369.552380
  nChanged 4
		SP:Iteration 29Q (9672.120000 sec): 3 clusters
  Score: Raw -3411752.177411 + Penalty 3380.961662 = -3408371.215748
  nChanged 3
		SP:Iteration 30Q (9672.170000 sec): 3 clusters
  Score: Raw -3411753.509878 + Penalty 3380.961662 = -3408372.548216
  nChanged 4
		SP:Iteration 31Q (9672.230000 sec): 3 clusters
  Score: Raw -3411755.095279 + Penalty 3380.961662 = -3408374.133617
  nChanged 1
		SP:Iteration 32Q (9672.290000 sec): 3 clusters
  Score: Raw -3411755.851491 + Penalty 3380.961662 = -3408374.889829
  nChanged 2
		SP:Iteration 33Q (9672.340000 sec): 3 clusters
  Score: Raw -3411757.136261 + Penalty 3380.961662 = -3408376.174599
  nChanged 3
		SP:Iteration 34Q (9672.400000 sec): 3 clusters
  Score: Raw -3411758.786005 + Penalty 3380.961662 = -3408377.824343
  nChanged 1
		SP:Iteration 35Q (9672.450000 sec): 3 clusters
  Score: Raw -3411759.606564 + Penalty 3380.961662 = -3408378.644901
  nChanged 2
		SP:Iteration 36Q (9672.510000 sec): 3 clusters
  Score: Raw -3411760.431846 + Penalty 3380.961662 = -3408379.470184
  nChanged 2
		SP:Iteration 37Q (9672.570000 sec): 3 clusters
  Score: Raw -3411761.271999 + Penalty 3380.961662 = -3408380.310337
  nChanged 1
		SP:Iteration 38Q (9672.620000 sec): 3 clusters
  Score: Raw -3411761.528533 + Penalty 3380.961662 = -3408380.566871
  nChanged 0
		SP:Iteration 39F (9672.710000 sec): 3 clusters
  Score: Raw -3411761.528533 + Penalty 3380.961662 = -3408380.566871
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9672.730000 sec): 2 clusters
  Score: Raw -128572.673664 + Penalty 1171.637940 = -127401.035725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9672.730000 sec): 3 clusters
  Score: Raw -128057.124013 + Penalty 2343.275879 = -125713.848134
  nChanged 438
		SP:Iteration 1F (9672.730000 sec): 3 clusters
  Score: Raw -128337.521187 + Penalty 2343.275879 = -125994.245307
  nChanged 100
		SP:Iteration 2F (9672.740000 sec): 3 clusters
  Score: Raw -128429.900572 + Penalty 2343.275879 = -126086.624693
  nChanged 60
		SP:Iteration 3Q (9672.740000 sec): 3 clusters
  Score: Raw -128485.311204 + Penalty 2343.275879 = -126142.035325
  nChanged 44
		SP:Iteration 4Q (9672.740000 sec): 3 clusters
  Score: Raw -128523.814176 + Penalty 2343.275879 = -126180.538297
  nChanged 28
		SP:Iteration 5Q (9672.750000 sec): 3 clusters
  Score: Raw -128539.476023 + Penalty 2343.275879 = -126196.200143
  nChanged 20
		SP:Iteration 6Q (9672.750000 sec): 3 clusters
  Score: Raw -128552.819946 + Penalty 2343.275879 = -126209.544067
  nChanged 16
		SP:Iteration 7Q (9672.750000 sec): 3 clusters
  Score: Raw -128562.867385 + Penalty 2343.275879 = -126219.591506
  nChanged 6
		SP:Iteration 8Q (9672.750000 sec): 3 clusters
  Score: Raw -128568.070280 + Penalty 2343.275879 = -126224.794401
  nChanged 5
		SP:Iteration 9Q (9672.760000 sec): 3 clusters
  Score: Raw -128570.401696 + Penalty 2343.275879 = -126227.125817
  nChanged 2
		SP:Iteration 10Q (9672.760000 sec): 3 clusters
  Score: Raw -128571.289692 + Penalty 2343.275879 = -126228.013813
  nChanged 1
		SP:Iteration 11Q (9672.770000 sec): 3 clusters
  Score: Raw -128571.543728 + Penalty 2343.275879 = -126228.267849
  nChanged 0
		SP:Iteration 12F (9672.770000 sec): 3 clusters
  Score: Raw -128571.543728 + Penalty 2343.275879 = -126228.267849
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9672.780000 sec): 2 clusters
  Score: Raw -323234.355909 + Penalty 1325.106278 = -321909.249631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9672.790000 sec): 3 clusters
  Score: Raw -321533.752617 + Penalty 2650.212557 = -318883.540060
  nChanged 1352
		SP:Iteration 1F (9672.800000 sec): 3 clusters
  Score: Raw -322365.868181 + Penalty 2650.212557 = -319715.655624
  nChanged 273
		SP:Iteration 2F (9672.810000 sec): 3 clusters
  Score: Raw -322529.022380 + Penalty 2650.212557 = -319878.809823
  nChanged 167
		SP:Iteration 3Q (9672.810000 sec): 3 clusters
  Score: Raw -322638.332779 + Penalty 2650.212557 = -319988.120222
  nChanged 132
		SP:Iteration 4Q (9672.820000 sec): 3 clusters
  Score: Raw -322713.865669 + Penalty 2650.212557 = -320063.653113
  nChanged 124
		SP:Iteration 5Q (9672.830000 sec): 3 clusters
  Score: Raw -322787.048125 + Penalty 2650.212557 = -320136.835568
  nChanged 124
		SP:Iteration 6Q (9672.840000 sec): 3 clusters
  Score: Raw -322854.021692 + Penalty 2650.212557 = -320203.809135
  nChanged 105
		SP:Iteration 7Q (9672.850000 sec): 3 clusters
  Score: Raw -322916.974740 + Penalty 2650.212557 = -320266.762184
  nChanged 101
		SP:Iteration 8Q (9672.850000 sec): 3 clusters
  Score: Raw -322977.275283 + Penalty 2650.212557 = -320327.062726
  nChanged 97
		SP:Iteration 9Q (9672.860000 sec): 3 clusters
  Score: Raw -323047.573572 + Penalty 2650.212557 = -320397.361015
  nChanged 95
		SP:Iteration 10Q (9672.870000 sec): 3 clusters
  Score: Raw -323103.251438 + Penalty 2650.212557 = -320453.038881
  nChanged 75
		SP:Iteration 11Q (9672.870000 sec): 3 clusters
  Score: Raw -323154.506496 + Penalty 2650.212557 = -320504.293939
  nChanged 78
		SP:Iteration 12Q (9672.880000 sec): 3 clusters
  Score: Raw -323211.613737 + Penalty 2650.212557 = -320561.401180
  nChanged 73
		SP:Iteration 13Q (9672.890000 sec): 3 clusters
  Score: Raw -323271.038347 + Penalty 2650.212557 = -320620.825790
  nChanged 80
		SP:Iteration 14Q (9672.900000 sec): 3 clusters
  Score: Raw -323329.360259 + Penalty 2650.212557 = -320679.147702
  nChanged 74
		SP:Iteration 15Q (9672.910000 sec): 3 clusters
  Score: Raw -323373.382255 + Penalty 2650.212557 = -320723.169698
  nChanged 65
		SP:Iteration 16Q (9672.910000 sec): 3 clusters
  Score: Raw -323407.417972 + Penalty 2650.212557 = -320757.205415
  nChanged 50
		SP:Iteration 17Q (9672.920000 sec): 3 clusters
  Score: Raw -323433.873451 + Penalty 2650.212557 = -320783.660895
  nChanged 43
		SP:Iteration 18Q (9672.930000 sec): 3 clusters
  Score: Raw -323459.946760 + Penalty 2650.212557 = -320809.734203
  nChanged 41
		SP:Iteration 19Q (9672.940000 sec): 3 clusters
  Score: Raw -323486.113024 + Penalty 2650.212557 = -320835.900467
  nChanged 34
		SP:Iteration 20F (9672.950000 sec): 3 clusters
  Score: Raw -323503.515486 + Penalty 2650.212557 = -320853.302929
  nChanged 32
		SP:Iteration 21Q (9672.950000 sec): 3 clusters
  Score: Raw -323515.716392 + Penalty 2650.212557 = -320865.503835
  nChanged 26
		SP:Iteration 22Q (9672.960000 sec): 3 clusters
  Score: Raw -323531.336459 + Penalty 2650.212557 = -320881.123902
  nChanged 25
		SP:Iteration 23Q (9672.970000 sec): 3 clusters
  Score: Raw -323540.802576 + Penalty 2650.212557 = -320890.590019
  nChanged 25
		SP:Iteration 24Q (9672.970000 sec): 3 clusters
  Score: Raw -323554.725519 + Penalty 2650.212557 = -320904.512962
  nChanged 25
		SP:Iteration 25Q (9672.980000 sec): 3 clusters
  Score: Raw -323567.967236 + Penalty 2650.212557 = -320917.754679
  nChanged 14
		SP:Iteration 26Q (9672.990000 sec): 3 clusters
  Score: Raw -323572.250538 + Penalty 2650.212557 = -320922.037981
  nChanged 14
		SP:Iteration 27Q (9673.000000 sec): 3 clusters
  Score: Raw -323577.004095 + Penalty 2650.212557 = -320926.791538
  nChanged 17
		SP:Iteration 28Q (9673.010000 sec): 3 clusters
  Score: Raw -323584.672316 + Penalty 2650.212557 = -320934.459759
  nChanged 16
		SP:Iteration 29Q (9673.010000 sec): 3 clusters
  Score: Raw -323592.066379 + Penalty 2650.212557 = -320941.853822
  nChanged 15
		SP:Iteration 30Q (9673.020000 sec): 3 clusters
  Score: Raw -323598.623684 + Penalty 2650.212557 = -320948.411127
  nChanged 10
		SP:Iteration 31Q (9673.030000 sec): 3 clusters
  Score: Raw -323601.662646 + Penalty 2650.212557 = -320951.450089
  nChanged 6
		SP:Iteration 32Q (9673.030000 sec): 3 clusters
  Score: Raw -323603.340752 + Penalty 2650.212557 = -320953.128195
  nChanged 7
		SP:Iteration 33Q (9673.040000 sec): 3 clusters
  Score: Raw -323605.926983 + Penalty 2650.212557 = -320955.714426
  nChanged 7
		SP:Iteration 34Q (9673.050000 sec): 3 clusters
  Score: Raw -323608.132843 + Penalty 2650.212557 = -320957.920286
  nChanged 11
		SP:Iteration 35Q (9673.060000 sec): 3 clusters
  Score: Raw -323611.424044 + Penalty 2650.212557 = -320961.211487
  nChanged 7
		SP:Iteration 36Q (9673.070000 sec): 3 clusters
  Score: Raw -323612.907715 + Penalty 2650.212557 = -320962.695158
  nChanged 7
		SP:Iteration 37Q (9673.070000 sec): 3 clusters
  Score: Raw -323615.052599 + Penalty 2650.212557 = -320964.840042
  nChanged 7
		SP:Iteration 38Q (9673.080000 sec): 3 clusters
  Score: Raw -323617.642401 + Penalty 2650.212557 = -320967.429844
  nChanged 8
		SP:Iteration 39Q (9673.090000 sec): 3 clusters
  Score: Raw -323620.904869 + Penalty 2650.212557 = -320970.692312
  nChanged 10
		SP:Iteration 40F (9673.090000 sec): 3 clusters
  Score: Raw -323624.035419 + Penalty 2650.212557 = -320973.822862
  nChanged 6
		SP:Iteration 41Q (9673.100000 sec): 3 clusters
  Score: Raw -323626.356688 + Penalty 2650.212557 = -320976.144131
  nChanged 5
		SP:Iteration 42Q (9673.110000 sec): 3 clusters
  Score: Raw -323628.926518 + Penalty 2650.212557 = -320978.713961
  nChanged 9
		SP:Iteration 43Q (9673.120000 sec): 3 clusters
  Score: Raw -323631.330795 + Penalty 2650.212557 = -320981.118238
  nChanged 1
		SP:Iteration 44Q (9673.120000 sec): 3 clusters
  Score: Raw -323632.018453 + Penalty 2650.212557 = -320981.805896
  nChanged 3
		SP:Iteration 45Q (9673.130000 sec): 3 clusters
  Score: Raw -323632.598715 + Penalty 2650.212557 = -320982.386159
  nChanged 1
		SP:Iteration 46Q (9673.140000 sec): 3 clusters
  Score: Raw -323632.740809 + Penalty 2650.212557 = -320982.528252
  nChanged 0
		SP:Iteration 47F (9673.150000 sec): 3 clusters
  Score: Raw -323632.740809 + Penalty 2650.212557 = -320982.528252
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9673.210000 sec): 2 clusters
  Score: Raw -2108514.231245 + Penalty 1615.877485 = -2106898.353760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9673.260000 sec): 3 clusters
  Score: Raw -2096116.735462 + Penalty 3231.754970 = -2092884.980492
  nChanged 9382
		SP:Iteration 1F (9673.310000 sec): 3 clusters
  Score: Raw -2101162.316798 + Penalty 3231.754970 = -2097930.561828
  nChanged 1093
		SP:Iteration 2F (9673.360000 sec): 3 clusters
  Score: Raw -2101604.259508 + Penalty 3231.754970 = -2098372.504537
  nChanged 1029
		SP:Iteration 3Q (9673.420000 sec): 3 clusters
  Score: Raw -2102015.071945 + Penalty 3231.754970 = -2098783.316974
  nChanged 980
		SP:Iteration 4Q (9673.460000 sec): 3 clusters
  Score: Raw -2102432.029745 + Penalty 3231.754970 = -2099200.274774
  nChanged 987
		SP:Iteration 5Q (9673.520000 sec): 3 clusters
  Score: Raw -2102868.266939 + Penalty 3231.754970 = -2099636.511968
  nChanged 973
		SP:Iteration 6Q (9673.570000 sec): 3 clusters
  Score: Raw -2103292.791667 + Penalty 3231.754970 = -2100061.036697
  nChanged 965
		SP:Iteration 7Q (9673.620000 sec): 3 clusters
  Score: Raw -2103721.186323 + Penalty 3231.754970 = -2100489.431353
  nChanged 934
		SP:Iteration 8Q (9673.670000 sec): 3 clusters
  Score: Raw -2104145.494273 + Penalty 3231.754970 = -2100913.739303
  nChanged 905
		SP:Iteration 9Q (9673.720000 sec): 3 clusters
  Score: Raw -2104539.850163 + Penalty 3231.754970 = -2101308.095193
  nChanged 765
		SP:Iteration 10Q (9673.770000 sec): 3 clusters
  Score: Raw -2104835.200881 + Penalty 3231.754970 = -2101603.445911
  nChanged 649
		SP:Iteration 11Q (9673.820000 sec): 3 clusters
  Score: Raw -2105091.179140 + Penalty 3231.754970 = -2101859.424170
  nChanged 593
		SP:Iteration 12Q (9673.870000 sec): 3 clusters
  Score: Raw -2105328.339057 + Penalty 3231.754970 = -2102096.584087
  nChanged 537
		SP:Iteration 13Q (9673.920000 sec): 3 clusters
  Score: Raw -2105577.568415 + Penalty 3231.754970 = -2102345.813445
  nChanged 547
		SP:Iteration 14Q (9673.970000 sec): 3 clusters
  Score: Raw -2105874.682754 + Penalty 3231.754970 = -2102642.927784
  nChanged 547
		SP:Iteration 15Q (9674.020000 sec): 3 clusters
  Score: Raw -2106190.764216 + Penalty 3231.754970 = -2102959.009246
  nChanged 536
		SP:Iteration 16Q (9674.070000 sec): 3 clusters
  Score: Raw -2106511.407418 + Penalty 3231.754970 = -2103279.652448
  nChanged 468
		SP:Iteration 17Q (9674.120000 sec): 3 clusters
  Score: Raw -2106721.882336 + Penalty 3231.754970 = -2103490.127366
  nChanged 360
		SP:Iteration 18Q (9674.170000 sec): 3 clusters
  Score: Raw -2106856.144682 + Penalty 3231.754970 = -2103624.389712
  nChanged 263
		SP:Iteration 19Q (9674.220000 sec): 3 clusters
  Score: Raw -2106946.022876 + Penalty 3231.754970 = -2103714.267905
  nChanged 190
		SP:Iteration 20F (9674.260000 sec): 3 clusters
  Score: Raw -2107008.667069 + Penalty 3231.754970 = -2103776.912099
  nChanged 167
		SP:Iteration 21Q (9674.310000 sec): 3 clusters
  Score: Raw -2107062.336945 + Penalty 3231.754970 = -2103830.581975
  nChanged 192
		SP:Iteration 22Q (9674.360000 sec): 3 clusters
  Score: Raw -2107117.854873 + Penalty 3231.754970 = -2103886.099903
  nChanged 174
		SP:Iteration 23Q (9674.410000 sec): 3 clusters
  Score: Raw -2107166.451261 + Penalty 3231.754970 = -2103934.696291
  nChanged 157
		SP:Iteration 24Q (9674.450000 sec): 3 clusters
  Score: Raw -2107205.786728 + Penalty 3231.754970 = -2103974.031757
  nChanged 189
		SP:Iteration 25Q (9674.500000 sec): 3 clusters
  Score: Raw -2107252.755310 + Penalty 3231.754970 = -2104021.000340
  nChanged 183
		SP:Iteration 26Q (9674.540000 sec): 3 clusters
  Score: Raw -2107305.290576 + Penalty 3231.754970 = -2104073.535606
  nChanged 180
		SP:Iteration 27Q (9674.590000 sec): 3 clusters
  Score: Raw -2107350.567804 + Penalty 3231.754970 = -2104118.812834
  nChanged 148
		SP:Iteration 28Q (9674.640000 sec): 3 clusters
  Score: Raw -2107382.133140 + Penalty 3231.754970 = -2104150.378169
  nChanged 141
		SP:Iteration 29Q (9674.680000 sec): 3 clusters
  Score: Raw -2107412.949345 + Penalty 3231.754970 = -2104181.194375
  nChanged 132
		SP:Iteration 30Q (9674.720000 sec): 3 clusters
  Score: Raw -2107444.361242 + Penalty 3231.754970 = -2104212.606272
  nChanged 125
		SP:Iteration 31Q (9674.770000 sec): 3 clusters
  Score: Raw -2107475.571404 + Penalty 3231.754970 = -2104243.816434
  nChanged 148
		SP:Iteration 32Q (9674.810000 sec): 3 clusters
  Score: Raw -2107515.060586 + Penalty 3231.754970 = -2104283.305616
  nChanged 142
		SP:Iteration 33Q (9674.860000 sec): 3 clusters
  Score: Raw -2107553.065759 + Penalty 3231.754970 = -2104321.310789
  nChanged 132
		SP:Iteration 34Q (9674.900000 sec): 3 clusters
  Score: Raw -2107584.143364 + Penalty 3231.754970 = -2104352.388394
  nChanged 122
		SP:Iteration 35Q (9674.940000 sec): 3 clusters
  Score: Raw -2107613.142852 + Penalty 3231.754970 = -2104381.387882
  nChanged 117
		SP:Iteration 36Q (9674.990000 sec): 3 clusters
  Score: Raw -2107642.531320 + Penalty 3231.754970 = -2104410.776350
  nChanged 129
		SP:Iteration 37Q (9675.030000 sec): 3 clusters
  Score: Raw -2107674.003952 + Penalty 3231.754970 = -2104442.248981
  nChanged 125
		SP:Iteration 38Q (9675.070000 sec): 3 clusters
  Score: Raw -2107701.506907 + Penalty 3231.754970 = -2104469.751936
  nChanged 120
		SP:Iteration 39Q (9675.120000 sec): 3 clusters
  Score: Raw -2107729.123699 + Penalty 3231.754970 = -2104497.368729
  nChanged 105
		SP:Iteration 40F (9675.170000 sec): 3 clusters
  Score: Raw -2107750.078334 + Penalty 3231.754970 = -2104518.323364
  nChanged 99
		SP:Iteration 41Q (9675.210000 sec): 3 clusters
  Score: Raw -2107771.881212 + Penalty 3231.754970 = -2104540.126242
  nChanged 102
		SP:Iteration 42Q (9675.250000 sec): 3 clusters
  Score: Raw -2107793.770387 + Penalty 3231.754970 = -2104562.015416
  nChanged 95
		SP:Iteration 43Q (9675.300000 sec): 3 clusters
  Score: Raw -2107813.205799 + Penalty 3231.754970 = -2104581.450829
  nChanged 96
		SP:Iteration 44Q (9675.340000 sec): 3 clusters
  Score: Raw -2107833.231322 + Penalty 3231.754970 = -2104601.476351
  nChanged 85
		SP:Iteration 45Q (9675.380000 sec): 3 clusters
  Score: Raw -2107851.453488 + Penalty 3231.754970 = -2104619.698518
  nChanged 80
		SP:Iteration 46Q (9675.420000 sec): 3 clusters
  Score: Raw -2107867.187977 + Penalty 3231.754970 = -2104635.433007
  nChanged 98
		SP:Iteration 47Q (9675.460000 sec): 3 clusters
  Score: Raw -2107889.466780 + Penalty 3231.754970 = -2104657.711810
  nChanged 83
		SP:Iteration 48Q (9675.500000 sec): 3 clusters
  Score: Raw -2107904.972438 + Penalty 3231.754970 = -2104673.217468
  nChanged 88
		SP:Iteration 49Q (9675.540000 sec): 3 clusters
  Score: Raw -2107925.824767 + Penalty 3231.754970 = -2104694.069796
  nChanged 103
		SP:Iteration 50Q (9675.580000 sec): 3 clusters
  Score: Raw -2107953.503070 + Penalty 3231.754970 = -2104721.748100
  nChanged 103
		SP:Iteration 51Q (9675.620000 sec): 3 clusters
  Score: Raw -2107980.296512 + Penalty 3231.754970 = -2104748.541542
  nChanged 99
		SP:Iteration 52Q (9675.660000 sec): 3 clusters
  Score: Raw -2108008.179957 + Penalty 3231.754970 = -2104776.424987
  nChanged 104
		SP:Iteration 53Q (9675.710000 sec): 3 clusters
  Score: Raw -2108039.555762 + Penalty 3231.754970 = -2104807.800792
  nChanged 100
		SP:Iteration 54Q (9675.750000 sec): 3 clusters
  Score: Raw -2108066.461933 + Penalty 3231.754970 = -2104834.706963
  nChanged 98
		SP:Iteration 55Q (9675.790000 sec): 3 clusters
  Score: Raw -2108094.193967 + Penalty 3231.754970 = -2104862.438997
  nChanged 97
		SP:Iteration 56Q (9675.830000 sec): 3 clusters
  Score: Raw -2108122.013556 + Penalty 3231.754970 = -2104890.258586
  nChanged 91
		SP:Iteration 57Q (9675.870000 sec): 3 clusters
  Score: Raw -2108147.114229 + Penalty 3231.754970 = -2104915.359259
  nChanged 84
		SP:Iteration 58Q (9675.910000 sec): 3 clusters
  Score: Raw -2108170.094315 + Penalty 3231.754970 = -2104938.339345
  nChanged 96
		SP:Iteration 59Q (9675.950000 sec): 3 clusters
  Score: Raw -2108201.525731 + Penalty 3231.754970 = -2104969.770761
  nChanged 90
		SP:Iteration 60F (9676.000000 sec): 3 clusters
  Score: Raw -2108233.682526 + Penalty 3231.754970 = -2105001.927556
  nChanged 86
		SP:Iteration 61Q (9676.040000 sec): 3 clusters
  Score: Raw -2108261.770861 + Penalty 3231.754970 = -2105030.015890
  nChanged 81
		SP:Iteration 62Q (9676.080000 sec): 3 clusters
  Score: Raw -2108287.007694 + Penalty 3231.754970 = -2105055.252724
  nChanged 81
		SP:Iteration 63Q (9676.110000 sec): 3 clusters
  Score: Raw -2108310.271655 + Penalty 3231.754970 = -2105078.516685
  nChanged 71
		SP:Iteration 64Q (9676.150000 sec): 3 clusters
  Score: Raw -2108331.410909 + Penalty 3231.754970 = -2105099.655939
  nChanged 78
		SP:Iteration 65Q (9676.190000 sec): 3 clusters
  Score: Raw -2108354.403318 + Penalty 3231.754970 = -2105122.648348
  nChanged 72
		SP:Iteration 66Q (9676.230000 sec): 3 clusters
  Score: Raw -2108379.803810 + Penalty 3231.754970 = -2105148.048840
  nChanged 69
		SP:Iteration 67Q (9676.270000 sec): 3 clusters
  Score: Raw -2108406.352724 + Penalty 3231.754970 = -2105174.597754
  nChanged 61
		SP:Iteration 68Q (9676.310000 sec): 3 clusters
  Score: Raw -2108429.653240 + Penalty 3231.754970 = -2105197.898270
  nChanged 60
		SP:Iteration 69Q (9676.340000 sec): 3 clusters
  Score: Raw -2108451.447200 + Penalty 3231.754970 = -2105219.692230
  nChanged 46
		SP:Iteration 70Q (9676.380000 sec): 3 clusters
  Score: Raw -2108466.052249 + Penalty 3231.754970 = -2105234.297278
  nChanged 33
		SP:Iteration 71Q (9676.420000 sec): 3 clusters
  Score: Raw -2108479.901341 + Penalty 3231.754970 = -2105248.146371
  nChanged 41
		SP:Iteration 72Q (9676.460000 sec): 3 clusters
  Score: Raw -2108498.643592 + Penalty 3231.754970 = -2105266.888622
  nChanged 43
		SP:Iteration 73Q (9676.500000 sec): 3 clusters
  Score: Raw -2108520.097115 + Penalty 3231.754970 = -2105288.342145
  nChanged 39
		SP:Iteration 74Q (9676.530000 sec): 3 clusters
  Score: Raw -2108537.152552 + Penalty 3231.754970 = -2105305.397582
  nChanged 35
		SP:Iteration 75Q (9676.570000 sec): 3 clusters
  Score: Raw -2108554.548671 + Penalty 3231.754970 = -2105322.793700
  nChanged 29
		SP:Iteration 76Q (9676.610000 sec): 3 clusters
  Score: Raw -2108566.640692 + Penalty 3231.754970 = -2105334.885722
  nChanged 27
		SP:Iteration 77Q (9676.640000 sec): 3 clusters
  Score: Raw -2108577.521042 + Penalty 3231.754970 = -2105345.766072
  nChanged 22
		SP:Iteration 78Q (9676.680000 sec): 3 clusters
  Score: Raw -2108589.706330 + Penalty 3231.754970 = -2105357.951360
  nChanged 31
		SP:Iteration 79Q (9676.720000 sec): 3 clusters
  Score: Raw -2108609.693282 + Penalty 3231.754970 = -2105377.938311
  nChanged 36
		SP:Iteration 80F (9676.770000 sec): 3 clusters
  Score: Raw -2108631.602631 + Penalty 3231.754970 = -2105399.847660
  nChanged 29
		SP:Iteration 81Q (9676.800000 sec): 3 clusters
  Score: Raw -2108646.495904 + Penalty 3231.754970 = -2105414.740934
  nChanged 30
		SP:Iteration 82Q (9676.840000 sec): 3 clusters
  Score: Raw -2108665.268440 + Penalty 3231.754970 = -2105433.513470
  nChanged 30
		SP:Iteration 83Q (9676.880000 sec): 3 clusters
  Score: Raw -2108684.333556 + Penalty 3231.754970 = -2105452.578586
  nChanged 29
		SP:Iteration 84Q (9676.920000 sec): 3 clusters
  Score: Raw -2108703.753474 + Penalty 3231.754970 = -2105471.998503
  nChanged 29
		SP:Iteration 85Q (9676.950000 sec): 3 clusters
  Score: Raw -2108723.229334 + Penalty 3231.754970 = -2105491.474363
  nChanged 27
		SP:Iteration 86Q (9676.990000 sec): 3 clusters
  Score: Raw -2108733.763223 + Penalty 3231.754970 = -2105502.008253
  nChanged 20
		SP:Iteration 87Q (9677.020000 sec): 3 clusters
  Score: Raw -2108741.670059 + Penalty 3231.754970 = -2105509.915089
  nChanged 11
		SP:Iteration 88Q (9677.060000 sec): 3 clusters
  Score: Raw -2108747.132721 + Penalty 3231.754970 = -2105515.377751
  nChanged 9
		SP:Iteration 89Q (9677.100000 sec): 3 clusters
  Score: Raw -2108751.499655 + Penalty 3231.754970 = -2105519.744685
  nChanged 8
		SP:Iteration 90Q (9677.130000 sec): 3 clusters
  Score: Raw -2108756.307302 + Penalty 3231.754970 = -2105524.552332
  nChanged 13
		SP:Iteration 91Q (9677.170000 sec): 3 clusters
  Score: Raw -2108761.064136 + Penalty 3231.754970 = -2105529.309166
  nChanged 10
		SP:Iteration 92Q (9677.200000 sec): 3 clusters
  Score: Raw -2108764.425045 + Penalty 3231.754970 = -2105532.670075
  nChanged 7
		SP:Iteration 93Q (9677.240000 sec): 3 clusters
  Score: Raw -2108767.903704 + Penalty 3231.754970 = -2105536.148734
  nChanged 3
		SP:Iteration 94Q (9677.280000 sec): 3 clusters
  Score: Raw -2108769.657359 + Penalty 3231.754970 = -2105537.902389
  nChanged 1
		SP:Iteration 95Q (9677.310000 sec): 3 clusters
  Score: Raw -2108769.832354 + Penalty 3231.754970 = -2105538.077384
  nChanged 1
		SP:Iteration 96Q (9677.340000 sec): 3 clusters
  Score: Raw -2108769.994812 + Penalty 3231.754970 = -2105538.239841
  nChanged 0
		SP:Iteration 97F (9677.400000 sec): 3 clusters
  Score: Raw -2108769.994812 + Penalty 3231.754970 = -2105538.239841
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9677.430000 sec): 2 clusters
  Score: Raw -891397.541021 + Penalty 1476.386793 = -889921.154228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9677.450000 sec): 3 clusters
  Score: Raw -886427.732801 + Penalty 2952.773587 = -883474.959214
  nChanged 3753
		SP:Iteration 1F (9677.470000 sec): 3 clusters
  Score: Raw -888416.080367 + Penalty 2952.773587 = -885463.306780
  nChanged 556
		SP:Iteration 2F (9677.490000 sec): 3 clusters
  Score: Raw -888662.961063 + Penalty 2952.773587 = -885710.187476
  nChanged 443
		SP:Iteration 3F (9677.510000 sec): 3 clusters
  Score: Raw -888861.224634 + Penalty 2952.773587 = -885908.451047
  nChanged 408
		SP:Iteration 4Q (9677.530000 sec): 3 clusters
  Score: Raw -889026.109586 + Penalty 2952.773587 = -886073.336000
  nChanged 349
		SP:Iteration 5Q (9677.550000 sec): 3 clusters
  Score: Raw -889170.289863 + Penalty 2952.773587 = -886217.516276
  nChanged 345
		SP:Iteration 6Q (9677.570000 sec): 3 clusters
  Score: Raw -889336.476316 + Penalty 2952.773587 = -886383.702729
  nChanged 356
		SP:Iteration 7Q (9677.590000 sec): 3 clusters
  Score: Raw -889524.034074 + Penalty 2952.773587 = -886571.260487
  nChanged 391
		SP:Iteration 8Q (9677.610000 sec): 3 clusters
  Score: Raw -889746.694507 + Penalty 2952.773587 = -886793.920920
  nChanged 407
		SP:Iteration 9Q (9677.630000 sec): 3 clusters
  Score: Raw -890009.574254 + Penalty 2952.773587 = -887056.800667
  nChanged 433
		SP:Iteration 10Q (9677.650000 sec): 3 clusters
  Score: Raw -890324.856035 + Penalty 2952.773587 = -887372.082449
  nChanged 376
		SP:Iteration 11Q (9677.670000 sec): 3 clusters
  Score: Raw -890600.414286 + Penalty 2952.773587 = -887647.640699
  nChanged 326
		SP:Iteration 12Q (9677.690000 sec): 3 clusters
  Score: Raw -890842.319616 + Penalty 2952.773587 = -887889.546030
  nChanged 251
		SP:Iteration 13Q (9677.710000 sec): 3 clusters
  Score: Raw -891023.509655 + Penalty 2952.773587 = -888070.736068
  nChanged 189
		SP:Iteration 14Q (9677.730000 sec): 3 clusters
  Score: Raw -891176.274969 + Penalty 2952.773587 = -888223.501382
  nChanged 140
		SP:Iteration 15Q (9677.750000 sec): 3 clusters
  Score: Raw -891295.267604 + Penalty 2952.773587 = -888342.494017
  nChanged 96
		SP:Iteration 16Q (9677.770000 sec): 3 clusters
  Score: Raw -891380.304487 + Penalty 2952.773587 = -888427.530901
  nChanged 66
		SP:Iteration 17Q (9677.780000 sec): 3 clusters
  Score: Raw -891433.368686 + Penalty 2952.773587 = -888480.595099
  nChanged 48
		SP:Iteration 18Q (9677.800000 sec): 3 clusters
  Score: Raw -891477.019961 + Penalty 2952.773587 = -888524.246374
  nChanged 45
		SP:Iteration 19Q (9677.820000 sec): 3 clusters
  Score: Raw -891517.579738 + Penalty 2952.773587 = -888564.806151
  nChanged 40
		SP:Iteration 20F (9677.840000 sec): 3 clusters
  Score: Raw -891565.279078 + Penalty 2952.773587 = -888612.505492
  nChanged 42
		SP:Iteration 21Q (9677.850000 sec): 3 clusters
  Score: Raw -891606.429171 + Penalty 2952.773587 = -888653.655584
  nChanged 33
		SP:Iteration 22Q (9677.870000 sec): 3 clusters
  Score: Raw -891636.232012 + Penalty 2952.773587 = -888683.458426
  nChanged 27
		SP:Iteration 23Q (9677.880000 sec): 3 clusters
  Score: Raw -891659.910043 + Penalty 2952.773587 = -888707.136456
  nChanged 25
		SP:Iteration 24Q (9677.900000 sec): 3 clusters
  Score: Raw -891682.114799 + Penalty 2952.773587 = -888729.341212
  nChanged 23
		SP:Iteration 25Q (9677.910000 sec): 3 clusters
  Score: Raw -891704.520249 + Penalty 2952.773587 = -888751.746662
  nChanged 21
		SP:Iteration 26Q (9677.930000 sec): 3 clusters
  Score: Raw -891731.269667 + Penalty 2952.773587 = -888778.496080
  nChanged 17
		SP:Iteration 27Q (9677.940000 sec): 3 clusters
  Score: Raw -891749.314202 + Penalty 2952.773587 = -888796.540616
  nChanged 13
		SP:Iteration 28Q (9677.960000 sec): 3 clusters
  Score: Raw -891761.441724 + Penalty 2952.773587 = -888808.668137
  nChanged 10
		SP:Iteration 29Q (9677.970000 sec): 3 clusters
  Score: Raw -891768.243698 + Penalty 2952.773587 = -888815.470111
  nChanged 7
		SP:Iteration 30Q (9677.980000 sec): 3 clusters
  Score: Raw -891772.667262 + Penalty 2952.773587 = -888819.893675
  nChanged 5
		SP:Iteration 31Q (9678.000000 sec): 3 clusters
  Score: Raw -891774.591851 + Penalty 2952.773587 = -888821.818264
  nChanged 7
		SP:Iteration 32Q (9678.020000 sec): 3 clusters
  Score: Raw -891777.816002 + Penalty 2952.773587 = -888825.042415
  nChanged 2
		SP:Iteration 33Q (9678.030000 sec): 3 clusters
  Score: Raw -891778.631165 + Penalty 2952.773587 = -888825.857578
  nChanged 3
		SP:Iteration 34Q (9678.040000 sec): 3 clusters
  Score: Raw -891782.348084 + Penalty 2952.773587 = -888829.574497
  nChanged 3
		SP:Iteration 35Q (9678.060000 sec): 3 clusters
  Score: Raw -891784.354521 + Penalty 2952.773587 = -888831.580935
  nChanged 0
		SP:Iteration 36F (9678.080000 sec): 3 clusters
  Score: Raw -891784.354521 + Penalty 2952.773587 = -888831.580935
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9678.080000 sec): 2 clusters
  Score: Raw -32740.066778 + Penalty 948.156745 = -31791.910033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9678.090000 sec): 3 clusters
  Score: Raw -32763.798786 + Penalty 1896.313490 = -30867.485296
  nChanged 55
		SP:Iteration 1F (9678.090000 sec): 3 clusters
  Score: Raw -32879.497580 + Penalty 1896.313490 = -30983.184090
  nChanged 25
		SP:Iteration 2F (9678.090000 sec): 3 clusters
  Score: Raw -32920.976233 + Penalty 1896.313490 = -31024.662743
  nChanged 7
		SP:Iteration 3Q (9678.090000 sec): 3 clusters
  Score: Raw -32936.838130 + Penalty 1896.313490 = -31040.524640
  nChanged 6
		SP:Iteration 4Q (9678.090000 sec): 3 clusters
  Score: Raw -32949.791337 + Penalty 1896.313490 = -31053.477847
  nChanged 3
		SP:Iteration 5Q (9678.090000 sec): 3 clusters
  Score: Raw -32953.481372 + Penalty 1896.313490 = -31057.167883
  nChanged 0
		SP:Iteration 6F (9678.090000 sec): 3 clusters
  Score: Raw -32953.481372 + Penalty 1896.313490 = -31057.167883
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9678.120000 sec): 2 clusters
  Score: Raw -1046427.259387 + Penalty 1503.100545 = -1044924.158843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9678.150000 sec): 3 clusters
  Score: Raw -1040450.169554 + Penalty 3006.201089 = -1037443.968465
  nChanged 4558
		SP:Iteration 1F (9678.170000 sec): 3 clusters
  Score: Raw -1042807.318280 + Penalty 3006.201089 = -1039801.117191
  nChanged 615
		SP:Iteration 2F (9678.200000 sec): 3 clusters
  Score: Raw -1043112.591672 + Penalty 3006.201089 = -1040106.390583
  nChanged 590
		SP:Iteration 3F (9678.220000 sec): 3 clusters
  Score: Raw -1043439.954585 + Penalty 3006.201089 = -1040433.753496
  nChanged 611
		SP:Iteration 4F (9678.240000 sec): 3 clusters
  Score: Raw -1043772.064322 + Penalty 3006.201089 = -1040765.863233
  nChanged 559
		SP:Iteration 5F (9678.270000 sec): 3 clusters
  Score: Raw -1044080.393278 + Penalty 3006.201089 = -1041074.192188
  nChanged 502
		SP:Iteration 6Q (9678.290000 sec): 3 clusters
  Score: Raw -1044352.337534 + Penalty 3006.201089 = -1041346.136445
  nChanged 430
		SP:Iteration 7Q (9678.320000 sec): 3 clusters
  Score: Raw -1044561.683516 + Penalty 3006.201089 = -1041555.482426
  nChanged 385
		SP:Iteration 8Q (9678.340000 sec): 3 clusters
  Score: Raw -1044754.037930 + Penalty 3006.201089 = -1041747.836841
  nChanged 360
		SP:Iteration 9Q (9678.360000 sec): 3 clusters
  Score: Raw -1044933.800746 + Penalty 3006.201089 = -1041927.599657
  nChanged 342
		SP:Iteration 10Q (9678.390000 sec): 3 clusters
  Score: Raw -1045098.170669 + Penalty 3006.201089 = -1042091.969580
  nChanged 346
		SP:Iteration 11Q (9678.410000 sec): 3 clusters
  Score: Raw -1045267.539252 + Penalty 3006.201089 = -1042261.338163
  nChanged 320
		SP:Iteration 12Q (9678.430000 sec): 3 clusters
  Score: Raw -1045416.977777 + Penalty 3006.201089 = -1042410.776688
  nChanged 312
		SP:Iteration 13Q (9678.460000 sec): 3 clusters
  Score: Raw -1045566.665243 + Penalty 3006.201089 = -1042560.464154
  nChanged 288
		SP:Iteration 14Q (9678.480000 sec): 3 clusters
  Score: Raw -1045703.852503 + Penalty 3006.201089 = -1042697.651414
  nChanged 292
		SP:Iteration 15Q (9678.500000 sec): 3 clusters
  Score: Raw -1045848.550388 + Penalty 3006.201089 = -1042842.349298
  nChanged 284
		SP:Iteration 16Q (9678.520000 sec): 3 clusters
  Score: Raw -1045980.767842 + Penalty 3006.201089 = -1042974.566752
  nChanged 260
		SP:Iteration 17Q (9678.550000 sec): 3 clusters
  Score: Raw -1046088.450120 + Penalty 3006.201089 = -1043082.249031
  nChanged 222
		SP:Iteration 18Q (9678.570000 sec): 3 clusters
  Score: Raw -1046176.377166 + Penalty 3006.201089 = -1043170.176077
  nChanged 199
		SP:Iteration 19Q (9678.590000 sec): 3 clusters
  Score: Raw -1046255.548482 + Penalty 3006.201089 = -1043249.347392
  nChanged 195
		SP:Iteration 20F (9678.620000 sec): 3 clusters
  Score: Raw -1046352.279533 + Penalty 3006.201089 = -1043346.078444
  nChanged 209
		SP:Iteration 21Q (9678.640000 sec): 3 clusters
  Score: Raw -1046470.059849 + Penalty 3006.201089 = -1043463.858760
  nChanged 230
		SP:Iteration 22Q (9678.660000 sec): 3 clusters
  Score: Raw -1046603.639491 + Penalty 3006.201089 = -1043597.438402
  nChanged 213
		SP:Iteration 23Q (9678.680000 sec): 3 clusters
  Score: Raw -1046734.622194 + Penalty 3006.201089 = -1043728.421105
  nChanged 222
		SP:Iteration 24Q (9678.700000 sec): 3 clusters
  Score: Raw -1046864.552822 + Penalty 3006.201089 = -1043858.351733
  nChanged 191
		SP:Iteration 25Q (9678.720000 sec): 3 clusters
  Score: Raw -1046976.333057 + Penalty 3006.201089 = -1043970.131968
  nChanged 181
		SP:Iteration 26Q (9678.740000 sec): 3 clusters
  Score: Raw -1047071.037458 + Penalty 3006.201089 = -1044064.836369
  nChanged 159
		SP:Iteration 27Q (9678.770000 sec): 3 clusters
  Score: Raw -1047137.837142 + Penalty 3006.201089 = -1044131.636053
  nChanged 123
		SP:Iteration 28Q (9678.790000 sec): 3 clusters
  Score: Raw -1047181.367042 + Penalty 3006.201089 = -1044175.165953
  nChanged 99
		SP:Iteration 29Q (9678.810000 sec): 3 clusters
  Score: Raw -1047215.286004 + Penalty 3006.201089 = -1044209.084915
  nChanged 88
		SP:Iteration 30Q (9678.830000 sec): 3 clusters
  Score: Raw -1047244.405380 + Penalty 3006.201089 = -1044238.204291
  nChanged 70
		SP:Iteration 31Q (9678.850000 sec): 3 clusters
  Score: Raw -1047260.426579 + Penalty 3006.201089 = -1044254.225490
  nChanged 50
		SP:Iteration 32Q (9678.870000 sec): 3 clusters
  Score: Raw -1047270.349158 + Penalty 3006.201089 = -1044264.148069
  nChanged 40
		SP:Iteration 33Q (9678.900000 sec): 3 clusters
  Score: Raw -1047278.369020 + Penalty 3006.201089 = -1044272.167931
  nChanged 35
		SP:Iteration 34Q (9678.920000 sec): 3 clusters
  Score: Raw -1047285.550612 + Penalty 3006.201089 = -1044279.349523
  nChanged 35
		SP:Iteration 35Q (9678.940000 sec): 3 clusters
  Score: Raw -1047291.401217 + Penalty 3006.201089 = -1044285.200128
  nChanged 25
		SP:Iteration 36Q (9678.960000 sec): 3 clusters
  Score: Raw -1047294.819785 + Penalty 3006.201089 = -1044288.618696
  nChanged 24
		SP:Iteration 37Q (9678.980000 sec): 3 clusters
  Score: Raw -1047299.496597 + Penalty 3006.201089 = -1044293.295508
  nChanged 26
		SP:Iteration 38Q (9679.000000 sec): 3 clusters
  Score: Raw -1047303.760410 + Penalty 3006.201089 = -1044297.559321
  nChanged 17
		SP:Iteration 39Q (9679.020000 sec): 3 clusters
  Score: Raw -1047305.675376 + Penalty 3006.201089 = -1044299.474287
  nChanged 8
		SP:Iteration 40F (9679.040000 sec): 3 clusters
  Score: Raw -1047306.411555 + Penalty 3006.201089 = -1044300.210466
  nChanged 6
		SP:Iteration 41Q (9679.060000 sec): 3 clusters
  Score: Raw -1047307.197385 + Penalty 3006.201089 = -1044300.996296
  nChanged 8
		SP:Iteration 42Q (9679.090000 sec): 3 clusters
  Score: Raw -1047307.852565 + Penalty 3006.201089 = -1044301.651476
  nChanged 5
		SP:Iteration 43Q (9679.110000 sec): 3 clusters
  Score: Raw -1047308.584546 + Penalty 3006.201089 = -1044302.383457
  nChanged 5
		SP:Iteration 44Q (9679.130000 sec): 3 clusters
  Score: Raw -1047309.348209 + Penalty 3006.201089 = -1044303.147120
  nChanged 9
		SP:Iteration 45Q (9679.150000 sec): 3 clusters
  Score: Raw -1047310.399226 + Penalty 3006.201089 = -1044304.198137
  nChanged 4
		SP:Iteration 46Q (9679.170000 sec): 3 clusters
  Score: Raw -1047310.606857 + Penalty 3006.201089 = -1044304.405768
  nChanged 1
		SP:Iteration 47Q (9679.190000 sec): 3 clusters
  Score: Raw -1047310.682377 + Penalty 3006.201089 = -1044304.481287
  nChanged 2
		SP:Iteration 48Q (9679.210000 sec): 3 clusters
  Score: Raw -1047310.806745 + Penalty 3006.201089 = -1044304.605656
  nChanged 1
		SP:Iteration 49Q (9679.240000 sec): 3 clusters
  Score: Raw -1047310.911248 + Penalty 3006.201089 = -1044304.710159
  nChanged 1
		SP:Iteration 50Q (9679.260000 sec): 3 clusters
  Score: Raw -1047310.927773 + Penalty 3006.201089 = -1044304.726684
  nChanged 0
		SP:Iteration 51F (9679.280000 sec): 3 clusters
  Score: Raw -1047310.927773 + Penalty 3006.201089 = -1044304.726684
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9679.380000 sec): 2 clusters
  Score: Raw -3538341.445127 + Penalty 1703.999375 = -3536637.445752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9679.470000 sec): 3 clusters
  Score: Raw -3516102.461447 + Penalty 3407.998750 = -3512694.462697
  nChanged 16563
		SP:Iteration 1F (9679.560000 sec): 3 clusters
  Score: Raw -3525409.633202 + Penalty 3407.998750 = -3522001.634452
  nChanged 1744
		SP:Iteration 2Q (9679.650000 sec): 3 clusters
  Score: Raw -3526159.511570 + Penalty 3407.998750 = -3522751.512820
  nChanged 1867
		SP:Iteration 3F (9679.740000 sec): 3 clusters
  Score: Raw -3527066.659614 + Penalty 3407.998750 = -3523658.660864
  nChanged 2003
		SP:Iteration 4F (9679.830000 sec): 3 clusters
  Score: Raw -3528139.941819 + Penalty 3407.998750 = -3524731.943069
  nChanged 2092
		SP:Iteration 5F (9679.920000 sec): 3 clusters
  Score: Raw -3529396.693257 + Penalty 3407.998750 = -3525988.694507
  nChanged 2099
		SP:Iteration 6F (9680.010000 sec): 3 clusters
  Score: Raw -3530674.684402 + Penalty 3407.998750 = -3527266.685652
  nChanged 2100
		SP:Iteration 7F (9680.100000 sec): 3 clusters
  Score: Raw -3531981.774384 + Penalty 3407.998750 = -3528573.775634
  nChanged 1959
		SP:Iteration 8F (9680.190000 sec): 3 clusters
  Score: Raw -3533155.603190 + Penalty 3407.998750 = -3529747.604440
  nChanged 1800
		SP:Iteration 9F (9680.280000 sec): 3 clusters
  Score: Raw -3534160.450373 + Penalty 3407.998750 = -3530752.451623
  nChanged 1494
		SP:Iteration 10Q (9680.360000 sec): 3 clusters
  Score: Raw -3534853.020411 + Penalty 3407.998750 = -3531445.021661
  nChanged 1147
		SP:Iteration 11Q (9680.450000 sec): 3 clusters
  Score: Raw -3535318.696796 + Penalty 3407.998750 = -3531910.698046
  nChanged 955
		SP:Iteration 12Q (9680.540000 sec): 3 clusters
  Score: Raw -3535679.318670 + Penalty 3407.998750 = -3532271.319920
  nChanged 876
		SP:Iteration 13Q (9680.620000 sec): 3 clusters
  Score: Raw -3535978.314709 + Penalty 3407.998750 = -3532570.315959
  nChanged 876
		SP:Iteration 14Q (9680.710000 sec): 3 clusters
  Score: Raw -3536257.840793 + Penalty 3407.998750 = -3532849.842043
  nChanged 802
		SP:Iteration 15Q (9680.800000 sec): 3 clusters
  Score: Raw -3536490.052212 + Penalty 3407.998750 = -3533082.053462
  nChanged 753
		SP:Iteration 16Q (9680.880000 sec): 3 clusters
  Score: Raw -3536703.624284 + Penalty 3407.998750 = -3533295.625534
  nChanged 729
		SP:Iteration 17Q (9680.960000 sec): 3 clusters
  Score: Raw -3536909.086980 + Penalty 3407.998750 = -3533501.088230
  nChanged 704
		SP:Iteration 18Q (9681.040000 sec): 3 clusters
  Score: Raw -3537113.787111 + Penalty 3407.998750 = -3533705.788361
  nChanged 706
		SP:Iteration 19Q (9681.120000 sec): 3 clusters
  Score: Raw -3537327.216624 + Penalty 3407.998750 = -3533919.217874
  nChanged 643
		SP:Iteration 20F (9681.210000 sec): 3 clusters
  Score: Raw -3537525.397172 + Penalty 3407.998750 = -3534117.398422
  nChanged 628
		SP:Iteration 21Q (9681.290000 sec): 3 clusters
  Score: Raw -3537713.715807 + Penalty 3407.998750 = -3534305.717057
  nChanged 545
		SP:Iteration 22Q (9681.370000 sec): 3 clusters
  Score: Raw -3537866.238248 + Penalty 3407.998750 = -3534458.239498
  nChanged 489
		SP:Iteration 23Q (9681.450000 sec): 3 clusters
  Score: Raw -3538006.259527 + Penalty 3407.998750 = -3534598.260777
  nChanged 464
		SP:Iteration 24Q (9681.520000 sec): 3 clusters
  Score: Raw -3538138.695410 + Penalty 3407.998750 = -3534730.696660
  nChanged 415
		SP:Iteration 25Q (9681.600000 sec): 3 clusters
  Score: Raw -3538263.521587 + Penalty 3407.998750 = -3534855.522837
  nChanged 376
		SP:Iteration 26Q (9681.680000 sec): 3 clusters
  Score: Raw -3538375.994631 + Penalty 3407.998750 = -3534967.995881
  nChanged 339
		SP:Iteration 27Q (9681.750000 sec): 3 clusters
  Score: Raw -3538478.280875 + Penalty 3407.998750 = -3535070.282125
  nChanged 298
		SP:Iteration 28Q (9681.820000 sec): 3 clusters
  Score: Raw -3538579.646862 + Penalty 3407.998750 = -3535171.648112
  nChanged 271
		SP:Iteration 29Q (9681.900000 sec): 3 clusters
  Score: Raw -3538674.457007 + Penalty 3407.998750 = -3535266.458257
  nChanged 259
		SP:Iteration 30Q (9681.970000 sec): 3 clusters
  Score: Raw -3538766.973871 + Penalty 3407.998750 = -3535358.975121
  nChanged 209
		SP:Iteration 31Q (9682.040000 sec): 3 clusters
  Score: Raw -3538834.424101 + Penalty 3407.998750 = -3535426.425351
  nChanged 170
		SP:Iteration 32Q (9682.110000 sec): 3 clusters
  Score: Raw -3538891.370211 + Penalty 3407.998750 = -3535483.371461
  nChanged 156
		SP:Iteration 33Q (9682.180000 sec): 3 clusters
  Score: Raw -3538947.313963 + Penalty 3407.998750 = -3535539.315213
  nChanged 160
		SP:Iteration 34Q (9682.260000 sec): 3 clusters
  Score: Raw -3539001.420563 + Penalty 3407.998750 = -3535593.421813
  nChanged 126
		SP:Iteration 35Q (9682.320000 sec): 3 clusters
  Score: Raw -3539041.966436 + Penalty 3407.998750 = -3535633.967686
  nChanged 92
		SP:Iteration 36Q (9682.390000 sec): 3 clusters
  Score: Raw -3539066.127520 + Penalty 3407.998750 = -3535658.128770
  nChanged 86
		SP:Iteration 37Q (9682.460000 sec): 3 clusters
  Score: Raw -3539086.494776 + Penalty 3407.998750 = -3535678.496027
  nChanged 72
		SP:Iteration 38Q (9682.530000 sec): 3 clusters
  Score: Raw -3539105.991673 + Penalty 3407.998750 = -3535697.992923
  nChanged 80
		SP:Iteration 39Q (9682.600000 sec): 3 clusters
  Score: Raw -3539131.998418 + Penalty 3407.998750 = -3535723.999668
  nChanged 60
		SP:Iteration 40F (9682.690000 sec): 3 clusters
  Score: Raw -3539149.060057 + Penalty 3407.998750 = -3535741.061307
  nChanged 56
		SP:Iteration 41Q (9682.760000 sec): 3 clusters
  Score: Raw -3539166.952268 + Penalty 3407.998750 = -3535758.953518
  nChanged 46
		SP:Iteration 42Q (9682.820000 sec): 3 clusters
  Score: Raw -3539184.781133 + Penalty 3407.998750 = -3535776.782383
  nChanged 46
		SP:Iteration 43Q (9682.890000 sec): 3 clusters
  Score: Raw -3539204.544125 + Penalty 3407.998750 = -3535796.545376
  nChanged 54
		SP:Iteration 44Q (9682.960000 sec): 3 clusters
  Score: Raw -3539228.224483 + Penalty 3407.998750 = -3535820.225733
  nChanged 68
		SP:Iteration 45Q (9683.020000 sec): 3 clusters
  Score: Raw -3539253.410788 + Penalty 3407.998750 = -3535845.412038
  nChanged 50
		SP:Iteration 46Q (9683.090000 sec): 3 clusters
  Score: Raw -3539267.291009 + Penalty 3407.998750 = -3535859.292259
  nChanged 46
		SP:Iteration 47Q (9683.160000 sec): 3 clusters
  Score: Raw -3539281.146411 + Penalty 3407.998750 = -3535873.147661
  nChanged 42
		SP:Iteration 48Q (9683.220000 sec): 3 clusters
  Score: Raw -3539289.900107 + Penalty 3407.998750 = -3535881.901357
  nChanged 33
		SP:Iteration 49Q (9683.290000 sec): 3 clusters
  Score: Raw -3539298.079852 + Penalty 3407.998750 = -3535890.081102
  nChanged 31
		SP:Iteration 50Q (9683.360000 sec): 3 clusters
  Score: Raw -3539304.740367 + Penalty 3407.998750 = -3535896.741617
  nChanged 25
		SP:Iteration 51Q (9683.420000 sec): 3 clusters
  Score: Raw -3539309.957220 + Penalty 3407.998750 = -3535901.958470
  nChanged 20
		SP:Iteration 52Q (9683.490000 sec): 3 clusters
  Score: Raw -3539313.721712 + Penalty 3407.998750 = -3535905.722962
  nChanged 20
		SP:Iteration 53Q (9683.560000 sec): 3 clusters
  Score: Raw -3539317.393942 + Penalty 3407.998750 = -3535909.395192
  nChanged 15
		SP:Iteration 54Q (9683.620000 sec): 3 clusters
  Score: Raw -3539319.850055 + Penalty 3407.998750 = -3535911.851305
  nChanged 13
		SP:Iteration 55Q (9683.690000 sec): 3 clusters
  Score: Raw -3539321.815644 + Penalty 3407.998750 = -3535913.816894
  nChanged 8
		SP:Iteration 56Q (9683.750000 sec): 3 clusters
  Score: Raw -3539322.904794 + Penalty 3407.998750 = -3535914.906044
  nChanged 4
		SP:Iteration 57Q (9683.820000 sec): 3 clusters
  Score: Raw -3539323.390237 + Penalty 3407.998750 = -3535915.391487
  nChanged 2
		SP:Iteration 58Q (9683.880000 sec): 3 clusters
  Score: Raw -3539323.737403 + Penalty 3407.998750 = -3535915.738653
  nChanged 3
		SP:Iteration 59Q (9683.950000 sec): 3 clusters
  Score: Raw -3539324.253798 + Penalty 3407.998750 = -3535916.255048
  nChanged 8
		SP:Iteration 60F (9684.040000 sec): 3 clusters
  Score: Raw -3539325.603668 + Penalty 3407.998750 = -3535917.604918
  nChanged 13
		SP:Iteration 61Q (9684.100000 sec): 3 clusters
  Score: Raw -3539327.310324 + Penalty 3407.998750 = -3535919.311574
  nChanged 8
		SP:Iteration 62Q (9684.170000 sec): 3 clusters
  Score: Raw -3539328.757993 + Penalty 3407.998750 = -3535920.759243
  nChanged 6
		SP:Iteration 63Q (9684.240000 sec): 3 clusters
  Score: Raw -3539330.051095 + Penalty 3407.998750 = -3535922.052345
  nChanged 6
		SP:Iteration 64Q (9684.300000 sec): 3 clusters
  Score: Raw -3539331.251090 + Penalty 3407.998750 = -3535923.252340
  nChanged 11
		SP:Iteration 65Q (9684.370000 sec): 3 clusters
  Score: Raw -3539333.821856 + Penalty 3407.998750 = -3535925.823106
  nChanged 13
		SP:Iteration 66Q (9684.430000 sec): 3 clusters
  Score: Raw -3539336.282103 + Penalty 3407.998750 = -3535928.283353
  nChanged 13
		SP:Iteration 67Q (9684.500000 sec): 3 clusters
  Score: Raw -3539338.841902 + Penalty 3407.998750 = -3535930.843152
  nChanged 11
		SP:Iteration 68Q (9684.570000 sec): 3 clusters
  Score: Raw -3539340.821411 + Penalty 3407.998750 = -3535932.822661
  nChanged 8
		SP:Iteration 69Q (9684.630000 sec): 3 clusters
  Score: Raw -3539342.182594 + Penalty 3407.998750 = -3535934.183844
  nChanged 10
		SP:Iteration 70Q (9684.700000 sec): 3 clusters
  Score: Raw -3539343.701235 + Penalty 3407.998750 = -3535935.702485
  nChanged 9
		SP:Iteration 71Q (9684.760000 sec): 3 clusters
  Score: Raw -3539345.271426 + Penalty 3407.998750 = -3535937.272676
  nChanged 7
		SP:Iteration 72Q (9684.830000 sec): 3 clusters
  Score: Raw -3539346.189395 + Penalty 3407.998750 = -3535938.190645
  nChanged 3
		SP:Iteration 73Q (9684.900000 sec): 3 clusters
  Score: Raw -3539346.740972 + Penalty 3407.998750 = -3535938.742222
  nChanged 3
		SP:Iteration 74Q (9684.960000 sec): 3 clusters
  Score: Raw -3539347.112401 + Penalty 3407.998750 = -3535939.113651
  nChanged 0
		SP:Iteration 75F (9685.050000 sec): 3 clusters
  Score: Raw -3539347.112401 + Penalty 3407.998750 = -3535939.113651
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9685.360000 sec): 2 clusters
  Score: Raw -11186000.116329 + Penalty 1888.107265 = -11184112.009064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9685.640000 sec): 3 clusters
  Score: Raw -11113720.262175 + Penalty 3776.214530 = -11109944.047645
  nChanged 53284
		SP:Iteration 1F (9685.930000 sec): 3 clusters
  Score: Raw -11145200.218724 + Penalty 3776.214530 = -11141424.004194
  nChanged 4442
		SP:Iteration 2Q (9686.220000 sec): 3 clusters
  Score: Raw -11146731.698524 + Penalty 3776.214530 = -11142955.483994
  nChanged 5237
		SP:Iteration 3Q (9686.510000 sec): 3 clusters
  Score: Raw -11148988.382515 + Penalty 3776.214530 = -11145212.167985
  nChanged 6319
		SP:Iteration 4F (9686.800000 sec): 3 clusters
  Score: Raw -11152352.518444 + Penalty 3776.214530 = -11148576.303914
  nChanged 7220
		SP:Iteration 5F (9687.080000 sec): 3 clusters
  Score: Raw -11156956.995789 + Penalty 3776.214530 = -11153180.781259
  nChanged 7820
		SP:Iteration 6F (9687.360000 sec): 3 clusters
  Score: Raw -11162663.576320 + Penalty 3776.214530 = -11158887.361789
  nChanged 7855
		SP:Iteration 7F (9687.640000 sec): 3 clusters
  Score: Raw -11168867.999106 + Penalty 3776.214530 = -11165091.784576
  nChanged 7014
		SP:Iteration 8F (9687.920000 sec): 3 clusters
  Score: Raw -11174694.286203 + Penalty 3776.214530 = -11170918.071672
  nChanged 5646
		SP:Iteration 9F (9688.200000 sec): 3 clusters
  Score: Raw -11179564.628044 + Penalty 3776.214530 = -11175788.413514
  nChanged 3895
		SP:Iteration 10Q (9688.460000 sec): 3 clusters
  Score: Raw -11182983.672511 + Penalty 3776.214530 = -11179207.457981
  nChanged 2163
		SP:Iteration 11Q (9688.700000 sec): 3 clusters
  Score: Raw -11184808.515881 + Penalty 3776.214530 = -11181032.301351
  nChanged 1014
		SP:Iteration 12Q (9688.930000 sec): 3 clusters
  Score: Raw -11185644.550956 + Penalty 3776.214530 = -11181868.336426
  nChanged 386
		SP:Iteration 13Q (9689.150000 sec): 3 clusters
  Score: Raw -11185979.653070 + Penalty 3776.214530 = -11182203.438540
  nChanged 153
		SP:Iteration 14Q (9689.350000 sec): 3 clusters
  Score: Raw -11186116.196741 + Penalty 3776.214530 = -11182339.982210
  nChanged 60
		SP:Iteration 15Q (9689.550000 sec): 3 clusters
  Score: Raw -11186176.543691 + Penalty 3776.214530 = -11182400.329161
  nChanged 40
		SP:Iteration 16Q (9689.750000 sec): 3 clusters
  Score: Raw -11186215.941927 + Penalty 3776.214530 = -11182439.727397
  nChanged 22
		SP:Iteration 17Q (9689.950000 sec): 3 clusters
  Score: Raw -11186238.542328 + Penalty 3776.214530 = -11182462.327797
  nChanged 13
		SP:Iteration 18Q (9690.140000 sec): 3 clusters
  Score: Raw -11186255.548322 + Penalty 3776.214530 = -11182479.333792
  nChanged 12
		SP:Iteration 19Q (9690.340000 sec): 3 clusters
  Score: Raw -11186268.054789 + Penalty 3776.214530 = -11182491.840259
  nChanged 8
		SP:Iteration 20F (9690.620000 sec): 3 clusters
  Score: Raw -11186275.783227 + Penalty 3776.214530 = -11182499.568697
  nChanged 4
		SP:Iteration 21Q (9690.820000 sec): 3 clusters
  Score: Raw -11186280.975283 + Penalty 3776.214530 = -11182504.760753
  nChanged 1
		SP:Iteration 22Q (9691.010000 sec): 3 clusters
  Score: Raw -11186281.534104 + Penalty 3776.214530 = -11182505.319574
  nChanged 0
		SP:Iteration 23F (9691.290000 sec): 3 clusters
  Score: Raw -11186281.534104 + Penalty 3776.214530 = -11182505.319574
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9691.360000 sec): 2 clusters
  Score: Raw -474261.118563 + Penalty 1386.431270 = -472874.687293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9691.370000 sec): 3 clusters
  Score: Raw -471673.589499 + Penalty 2772.862541 = -468900.726959
  nChanged 2085
		SP:Iteration 1F (9691.380000 sec): 3 clusters
  Score: Raw -473060.124487 + Penalty 2772.862541 = -470287.261946
  nChanged 470
		SP:Iteration 2F (9691.400000 sec): 3 clusters
  Score: Raw -473489.889907 + Penalty 2772.862541 = -470717.027366
  nChanged 374
		SP:Iteration 3F (9691.410000 sec): 3 clusters
  Score: Raw -473790.099674 + Penalty 2772.862541 = -471017.237133
  nChanged 296
		SP:Iteration 4F (9691.420000 sec): 3 clusters
  Score: Raw -474006.452705 + Penalty 2772.862541 = -471233.590165
  nChanged 235
		SP:Iteration 5Q (9691.430000 sec): 3 clusters
  Score: Raw -474144.872999 + Penalty 2772.862541 = -471372.010458
  nChanged 206
		SP:Iteration 6Q (9691.440000 sec): 3 clusters
  Score: Raw -474295.689883 + Penalty 2772.862541 = -471522.827342
  nChanged 199
		SP:Iteration 7Q (9691.450000 sec): 3 clusters
  Score: Raw -474432.025340 + Penalty 2772.862541 = -471659.162799
  nChanged 169
		SP:Iteration 8Q (9691.460000 sec): 3 clusters
  Score: Raw -474533.715655 + Penalty 2772.862541 = -471760.853114
  nChanged 138
		SP:Iteration 9Q (9691.480000 sec): 3 clusters
  Score: Raw -474616.635447 + Penalty 2772.862541 = -471843.772907
  nChanged 128
		SP:Iteration 10Q (9691.480000 sec): 3 clusters
  Score: Raw -474691.357723 + Penalty 2772.862541 = -471918.495182
  nChanged 108
		SP:Iteration 11Q (9691.500000 sec): 3 clusters
  Score: Raw -474755.668146 + Penalty 2772.862541 = -471982.805605
  nChanged 103
		SP:Iteration 12Q (9691.510000 sec): 3 clusters
  Score: Raw -474808.168841 + Penalty 2772.862541 = -472035.306301
  nChanged 82
		SP:Iteration 13Q (9691.520000 sec): 3 clusters
  Score: Raw -474844.715966 + Penalty 2772.862541 = -472071.853425
  nChanged 78
		SP:Iteration 14Q (9691.530000 sec): 3 clusters
  Score: Raw -474883.538535 + Penalty 2772.862541 = -472110.675994
  nChanged 60
		SP:Iteration 15Q (9691.540000 sec): 3 clusters
  Score: Raw -474909.711426 + Penalty 2772.862541 = -472136.848886
  nChanged 56
		SP:Iteration 16Q (9691.550000 sec): 3 clusters
  Score: Raw -474933.836124 + Penalty 2772.862541 = -472160.973583
  nChanged 46
		SP:Iteration 17Q (9691.560000 sec): 3 clusters
  Score: Raw -474949.001751 + Penalty 2772.862541 = -472176.139211
  nChanged 32
		SP:Iteration 18Q (9691.570000 sec): 3 clusters
  Score: Raw -474958.617142 + Penalty 2772.862541 = -472185.754602
  nChanged 27
		SP:Iteration 19Q (9691.580000 sec): 3 clusters
  Score: Raw -474967.992385 + Penalty 2772.862541 = -472195.129844
  nChanged 20
		SP:Iteration 20F (9691.600000 sec): 3 clusters
  Score: Raw -474974.590091 + Penalty 2772.862541 = -472201.727550
  nChanged 20
		SP:Iteration 21Q (9691.610000 sec): 3 clusters
  Score: Raw -474982.139185 + Penalty 2772.862541 = -472209.276644
  nChanged 15
		SP:Iteration 22Q (9691.620000 sec): 3 clusters
  Score: Raw -474986.692634 + Penalty 2772.862541 = -472213.830094
  nChanged 19
		SP:Iteration 23Q (9691.630000 sec): 3 clusters
  Score: Raw -474991.808408 + Penalty 2772.862541 = -472218.945867
  nChanged 11
		SP:Iteration 24Q (9691.640000 sec): 3 clusters
  Score: Raw -474994.697047 + Penalty 2772.862541 = -472221.834507
  nChanged 15
		SP:Iteration 25Q (9691.650000 sec): 3 clusters
  Score: Raw -474999.213375 + Penalty 2772.862541 = -472226.350835
  nChanged 15
		SP:Iteration 26Q (9691.660000 sec): 3 clusters
  Score: Raw -475003.462252 + Penalty 2772.862541 = -472230.599712
  nChanged 5
		SP:Iteration 27Q (9691.670000 sec): 3 clusters
  Score: Raw -475004.956226 + Penalty 2772.862541 = -472232.093685
  nChanged 7
		SP:Iteration 28Q (9691.680000 sec): 3 clusters
  Score: Raw -475007.361910 + Penalty 2772.862541 = -472234.499369
  nChanged 11
		SP:Iteration 29Q (9691.690000 sec): 3 clusters
  Score: Raw -475011.513960 + Penalty 2772.862541 = -472238.651420
  nChanged 11
		SP:Iteration 30Q (9691.700000 sec): 3 clusters
  Score: Raw -475014.927099 + Penalty 2772.862541 = -472242.064559
  nChanged 4
		SP:Iteration 31Q (9691.720000 sec): 3 clusters
  Score: Raw -475016.208009 + Penalty 2772.862541 = -472243.345468
  nChanged 4
		SP:Iteration 32Q (9691.720000 sec): 3 clusters
  Score: Raw -475017.016492 + Penalty 2772.862541 = -472244.153951
  nChanged 1
		SP:Iteration 33Q (9691.740000 sec): 3 clusters
  Score: Raw -475017.132537 + Penalty 2772.862541 = -472244.269996
  nChanged 1
		SP:Iteration 34Q (9691.750000 sec): 3 clusters
  Score: Raw -475017.248660 + Penalty 2772.862541 = -472244.386119
  nChanged 1
		SP:Iteration 35Q (9691.760000 sec): 3 clusters
  Score: Raw -475017.367797 + Penalty 2772.862541 = -472244.505257
  nChanged 2
		SP:Iteration 36Q (9691.770000 sec): 3 clusters
  Score: Raw -475017.555136 + Penalty 2772.862541 = -472244.692595
  nChanged 2
		SP:Iteration 37Q (9691.780000 sec): 3 clusters
  Score: Raw -475018.223350 + Penalty 2772.862541 = -472245.360809
  nChanged 5
		SP:Iteration 38Q (9691.790000 sec): 3 clusters
  Score: Raw -475019.815469 + Penalty 2772.862541 = -472246.952928
  nChanged 6
		SP:Iteration 39Q (9691.800000 sec): 3 clusters
  Score: Raw -475021.244925 + Penalty 2772.862541 = -472248.382385
  nChanged 4
		SP:Iteration 40F (9691.810000 sec): 3 clusters
  Score: Raw -475022.241158 + Penalty 2772.862541 = -472249.378618
  nChanged 4
		SP:Iteration 41Q (9691.820000 sec): 3 clusters
  Score: Raw -475022.787646 + Penalty 2772.862541 = -472249.925105
  nChanged 1
		SP:Iteration 42Q (9691.830000 sec): 3 clusters
  Score: Raw -475022.897539 + Penalty 2772.862541 = -472250.034998
  nChanged 0
		SP:Iteration 43F (9691.840000 sec): 3 clusters
  Score: Raw -475022.897539 + Penalty 2772.862541 = -472250.034998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9691.860000 sec): 2 clusters
  Score: Raw -281049.189656 + Penalty 1280.569281 = -279768.620375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9691.860000 sec): 3 clusters
  Score: Raw -279844.531753 + Penalty 2561.138562 = -277283.393191
  nChanged 998
		SP:Iteration 1F (9691.870000 sec): 3 clusters
  Score: Raw -280387.852967 + Penalty 2561.138562 = -277826.714405
  nChanged 192
		SP:Iteration 2F (9691.880000 sec): 3 clusters
  Score: Raw -280507.007089 + Penalty 2561.138562 = -277945.868527
  nChanged 113
		SP:Iteration 3Q (9691.880000 sec): 3 clusters
  Score: Raw -280570.633555 + Penalty 2561.138562 = -278009.494993
  nChanged 78
		SP:Iteration 4Q (9691.890000 sec): 3 clusters
  Score: Raw -280612.384614 + Penalty 2561.138562 = -278051.246052
  nChanged 60
		SP:Iteration 5Q (9691.890000 sec): 3 clusters
  Score: Raw -280641.045491 + Penalty 2561.138562 = -278079.906930
  nChanged 50
		SP:Iteration 6Q (9691.900000 sec): 3 clusters
  Score: Raw -280664.908130 + Penalty 2561.138562 = -278103.769568
  nChanged 33
		SP:Iteration 7Q (9691.900000 sec): 3 clusters
  Score: Raw -280676.272961 + Penalty 2561.138562 = -278115.134399
  nChanged 25
		SP:Iteration 8Q (9691.910000 sec): 3 clusters
  Score: Raw -280685.042494 + Penalty 2561.138562 = -278123.903932
  nChanged 15
		SP:Iteration 9Q (9691.920000 sec): 3 clusters
  Score: Raw -280689.735678 + Penalty 2561.138562 = -278128.597116
  nChanged 13
		SP:Iteration 10Q (9691.920000 sec): 3 clusters
  Score: Raw -280694.917112 + Penalty 2561.138562 = -278133.778550
  nChanged 15
		SP:Iteration 11Q (9691.930000 sec): 3 clusters
  Score: Raw -280701.963532 + Penalty 2561.138562 = -278140.824971
  nChanged 15
		SP:Iteration 12Q (9691.940000 sec): 3 clusters
  Score: Raw -280707.803864 + Penalty 2561.138562 = -278146.665302
  nChanged 14
		SP:Iteration 13Q (9691.940000 sec): 3 clusters
  Score: Raw -280714.841333 + Penalty 2561.138562 = -278153.702771
  nChanged 19
		SP:Iteration 14Q (9691.950000 sec): 3 clusters
  Score: Raw -280722.171286 + Penalty 2561.138562 = -278161.032724
  nChanged 22
		SP:Iteration 15Q (9691.950000 sec): 3 clusters
  Score: Raw -280730.816259 + Penalty 2561.138562 = -278169.677698
  nChanged 19
		SP:Iteration 16Q (9691.960000 sec): 3 clusters
  Score: Raw -280739.090582 + Penalty 2561.138562 = -278177.952020
  nChanged 25
		SP:Iteration 17Q (9691.960000 sec): 3 clusters
  Score: Raw -280748.492511 + Penalty 2561.138562 = -278187.353949
  nChanged 22
		SP:Iteration 18Q (9691.970000 sec): 3 clusters
  Score: Raw -280757.843269 + Penalty 2561.138562 = -278196.704707
  nChanged 20
		SP:Iteration 19Q (9691.980000 sec): 3 clusters
  Score: Raw -280766.676277 + Penalty 2561.138562 = -278205.537715
  nChanged 22
		SP:Iteration 20F (9691.980000 sec): 3 clusters
  Score: Raw -280777.671148 + Penalty 2561.138562 = -278216.532586
  nChanged 14
		SP:Iteration 21Q (9691.990000 sec): 3 clusters
  Score: Raw -280783.297432 + Penalty 2561.138562 = -278222.158870
  nChanged 14
		SP:Iteration 22Q (9692.000000 sec): 3 clusters
  Score: Raw -280788.774337 + Penalty 2561.138562 = -278227.635775
  nChanged 13
		SP:Iteration 23Q (9692.000000 sec): 3 clusters
  Score: Raw -280795.690973 + Penalty 2561.138562 = -278234.552411
  nChanged 17
		SP:Iteration 24Q (9692.010000 sec): 3 clusters
  Score: Raw -280800.780502 + Penalty 2561.138562 = -278239.641940
  nChanged 14
		SP:Iteration 25Q (9692.020000 sec): 3 clusters
  Score: Raw -280807.215369 + Penalty 2561.138562 = -278246.076807
  nChanged 16
		SP:Iteration 26Q (9692.020000 sec): 3 clusters
  Score: Raw -280813.244706 + Penalty 2561.138562 = -278252.106144
  nChanged 18
		SP:Iteration 27Q (9692.030000 sec): 3 clusters
  Score: Raw -280822.638281 + Penalty 2561.138562 = -278261.499719
  nChanged 18
		SP:Iteration 28Q (9692.030000 sec): 3 clusters
  Score: Raw -280832.869919 + Penalty 2561.138562 = -278271.731357
  nChanged 22
		SP:Iteration 29Q (9692.040000 sec): 3 clusters
  Score: Raw -280844.658162 + Penalty 2561.138562 = -278283.519600
  nChanged 22
		SP:Iteration 30Q (9692.040000 sec): 3 clusters
  Score: Raw -280854.757529 + Penalty 2561.138562 = -278293.618967
  nChanged 25
		SP:Iteration 31Q (9692.050000 sec): 3 clusters
  Score: Raw -280863.328999 + Penalty 2561.138562 = -278302.190437
  nChanged 14
		SP:Iteration 32Q (9692.060000 sec): 3 clusters
  Score: Raw -280869.141353 + Penalty 2561.138562 = -278308.002792
  nChanged 16
		SP:Iteration 33Q (9692.060000 sec): 3 clusters
  Score: Raw -280876.212547 + Penalty 2561.138562 = -278315.073985
  nChanged 17
		SP:Iteration 34Q (9692.070000 sec): 3 clusters
  Score: Raw -280883.745683 + Penalty 2561.138562 = -278322.607121
  nChanged 14
		SP:Iteration 35Q (9692.080000 sec): 3 clusters
  Score: Raw -280888.871790 + Penalty 2561.138562 = -278327.733228
  nChanged 10
		SP:Iteration 36Q (9692.080000 sec): 3 clusters
  Score: Raw -280894.728614 + Penalty 2561.138562 = -278333.590052
  nChanged 18
		SP:Iteration 37Q (9692.090000 sec): 3 clusters
  Score: Raw -280903.755378 + Penalty 2561.138562 = -278342.616816
  nChanged 22
		SP:Iteration 38Q (9692.090000 sec): 3 clusters
  Score: Raw -280915.171908 + Penalty 2561.138562 = -278354.033346
  nChanged 24
		SP:Iteration 39Q (9692.100000 sec): 3 clusters
  Score: Raw -280928.558041 + Penalty 2561.138562 = -278367.419480
  nChanged 29
		SP:Iteration 40F (9692.100000 sec): 3 clusters
  Score: Raw -280942.660514 + Penalty 2561.138562 = -278381.521952
  nChanged 31
		SP:Iteration 41Q (9692.110000 sec): 3 clusters
  Score: Raw -280960.422487 + Penalty 2561.138562 = -278399.283925
  nChanged 26
		SP:Iteration 42Q (9692.120000 sec): 3 clusters
  Score: Raw -280974.034699 + Penalty 2561.138562 = -278412.896137
  nChanged 25
		SP:Iteration 43Q (9692.120000 sec): 3 clusters
  Score: Raw -280986.040651 + Penalty 2561.138562 = -278424.902089
  nChanged 26
		SP:Iteration 44Q (9692.130000 sec): 3 clusters
  Score: Raw -280998.087625 + Penalty 2561.138562 = -278436.949064
  nChanged 19
		SP:Iteration 45Q (9692.140000 sec): 3 clusters
  Score: Raw -281009.481804 + Penalty 2561.138562 = -278448.343242
  nChanged 24
		SP:Iteration 46Q (9692.140000 sec): 3 clusters
  Score: Raw -281020.910314 + Penalty 2561.138562 = -278459.771752
  nChanged 16
		SP:Iteration 47Q (9692.150000 sec): 3 clusters
  Score: Raw -281027.846279 + Penalty 2561.138562 = -278466.707717
  nChanged 17
		SP:Iteration 48Q (9692.150000 sec): 3 clusters
  Score: Raw -281035.368827 + Penalty 2561.138562 = -278474.230265
  nChanged 26
		SP:Iteration 49Q (9692.160000 sec): 3 clusters
  Score: Raw -281048.379892 + Penalty 2561.138562 = -278487.241330
  nChanged 28
		SP:Iteration 50Q (9692.160000 sec): 3 clusters
  Score: Raw -281063.420884 + Penalty 2561.138562 = -278502.282323
  nChanged 23
		SP:Iteration 51Q (9692.170000 sec): 3 clusters
  Score: Raw -281073.056704 + Penalty 2561.138562 = -278511.918142
  nChanged 17
		SP:Iteration 52Q (9692.180000 sec): 3 clusters
  Score: Raw -281079.847901 + Penalty 2561.138562 = -278518.709339
  nChanged 16
		SP:Iteration 53Q (9692.180000 sec): 3 clusters
  Score: Raw -281087.108380 + Penalty 2561.138562 = -278525.969818
  nChanged 14
		SP:Iteration 54Q (9692.190000 sec): 3 clusters
  Score: Raw -281093.474852 + Penalty 2561.138562 = -278532.336290
  nChanged 18
		SP:Iteration 55Q (9692.200000 sec): 3 clusters
  Score: Raw -281101.679350 + Penalty 2561.138562 = -278540.540788
  nChanged 24
		SP:Iteration 56Q (9692.200000 sec): 3 clusters
  Score: Raw -281113.949092 + Penalty 2561.138562 = -278552.810530
  nChanged 25
		SP:Iteration 57Q (9692.210000 sec): 3 clusters
  Score: Raw -281127.281233 + Penalty 2561.138562 = -278566.142671
  nChanged 25
		SP:Iteration 58Q (9692.210000 sec): 3 clusters
  Score: Raw -281139.452570 + Penalty 2561.138562 = -278578.314009
  nChanged 20
		SP:Iteration 59Q (9692.220000 sec): 3 clusters
  Score: Raw -281149.415863 + Penalty 2561.138562 = -278588.277301
  nChanged 22
		SP:Iteration 60F (9692.220000 sec): 3 clusters
  Score: Raw -281160.542155 + Penalty 2561.138562 = -278599.403593
  nChanged 24
		SP:Iteration 61Q (9692.230000 sec): 3 clusters
  Score: Raw -281172.566769 + Penalty 2561.138562 = -278611.428207
  nChanged 20
		SP:Iteration 62Q (9692.240000 sec): 3 clusters
  Score: Raw -281182.741870 + Penalty 2561.138562 = -278621.603308
  nChanged 19
		SP:Iteration 63Q (9692.240000 sec): 3 clusters
  Score: Raw -281191.992365 + Penalty 2561.138562 = -278630.853803
  nChanged 14
		SP:Iteration 64Q (9692.250000 sec): 3 clusters
  Score: Raw -281198.147364 + Penalty 2561.138562 = -278637.008802
  nChanged 13
		SP:Iteration 65Q (9692.250000 sec): 3 clusters
  Score: Raw -281203.950456 + Penalty 2561.138562 = -278642.811894
  nChanged 12
		SP:Iteration 66Q (9692.260000 sec): 3 clusters
  Score: Raw -281209.838971 + Penalty 2561.138562 = -278648.700409
  nChanged 8
		SP:Iteration 67Q (9692.260000 sec): 3 clusters
  Score: Raw -281213.376529 + Penalty 2561.138562 = -278652.237968
  nChanged 8
		SP:Iteration 68Q (9692.270000 sec): 3 clusters
  Score: Raw -281216.682534 + Penalty 2561.138562 = -278655.543972
  nChanged 7
		SP:Iteration 69Q (9692.280000 sec): 3 clusters
  Score: Raw -281220.190580 + Penalty 2561.138562 = -278659.052019
  nChanged 9
		SP:Iteration 70Q (9692.280000 sec): 3 clusters
  Score: Raw -281223.123228 + Penalty 2561.138562 = -278661.984666
  nChanged 8
		SP:Iteration 71Q (9692.290000 sec): 3 clusters
  Score: Raw -281225.796983 + Penalty 2561.138562 = -278664.658421
  nChanged 4
		SP:Iteration 72Q (9692.300000 sec): 3 clusters
  Score: Raw -281226.346104 + Penalty 2561.138562 = -278665.207542
  nChanged 2
		SP:Iteration 73Q (9692.300000 sec): 3 clusters
  Score: Raw -281227.614079 + Penalty 2561.138562 = -278666.475517
  nChanged 7
		SP:Iteration 74Q (9692.310000 sec): 3 clusters
  Score: Raw -281230.833345 + Penalty 2561.138562 = -278669.694783
  nChanged 11
		SP:Iteration 75Q (9692.310000 sec): 3 clusters
  Score: Raw -281234.673647 + Penalty 2561.138562 = -278673.535085
  nChanged 8
		SP:Iteration 76Q (9692.320000 sec): 3 clusters
  Score: Raw -281237.824167 + Penalty 2561.138562 = -278676.685605
  nChanged 6
		SP:Iteration 77Q (9692.320000 sec): 3 clusters
  Score: Raw -281241.710807 + Penalty 2561.138562 = -278680.572245
  nChanged 11
		SP:Iteration 78Q (9692.330000 sec): 3 clusters
  Score: Raw -281246.362713 + Penalty 2561.138562 = -278685.224151
  nChanged 10
		SP:Iteration 79Q (9692.340000 sec): 3 clusters
  Score: Raw -281249.718168 + Penalty 2561.138562 = -278688.579606
  nChanged 8
		SP:Iteration 80F (9692.340000 sec): 3 clusters
  Score: Raw -281252.866771 + Penalty 2561.138562 = -278691.728209
  nChanged 7
		SP:Iteration 81Q (9692.350000 sec): 3 clusters
  Score: Raw -281255.298102 + Penalty 2561.138562 = -278694.159540
  nChanged 7
		SP:Iteration 82Q (9692.360000 sec): 3 clusters
  Score: Raw -281257.938197 + Penalty 2561.138562 = -278696.799636
  nChanged 5
		SP:Iteration 83Q (9692.360000 sec): 3 clusters
  Score: Raw -281260.045279 + Penalty 2561.138562 = -278698.906717
  nChanged 5
		SP:Iteration 84Q (9692.370000 sec): 3 clusters
  Score: Raw -281261.404230 + Penalty 2561.138562 = -278700.265668
  nChanged 3
		SP:Iteration 85Q (9692.370000 sec): 3 clusters
  Score: Raw -281262.513619 + Penalty 2561.138562 = -278701.375057
  nChanged 8
		SP:Iteration 86Q (9692.380000 sec): 3 clusters
  Score: Raw -281265.966410 + Penalty 2561.138562 = -278704.827848
  nChanged 6
		SP:Iteration 87Q (9692.380000 sec): 3 clusters
  Score: Raw -281267.928496 + Penalty 2561.138562 = -278706.789934
  nChanged 6
		SP:Iteration 88Q (9692.390000 sec): 3 clusters
  Score: Raw -281269.810672 + Penalty 2561.138562 = -278708.672110
  nChanged 4
		SP:Iteration 89Q (9692.400000 sec): 3 clusters
  Score: Raw -281271.273325 + Penalty 2561.138562 = -278710.134763
  nChanged 5
		SP:Iteration 90Q (9692.400000 sec): 3 clusters
  Score: Raw -281272.339042 + Penalty 2561.138562 = -278711.200480
  nChanged 3
		SP:Iteration 91Q (9692.410000 sec): 3 clusters
  Score: Raw -281273.430658 + Penalty 2561.138562 = -278712.292096
  nChanged 3
		SP:Iteration 92Q (9692.420000 sec): 3 clusters
  Score: Raw -281274.335679 + Penalty 2561.138562 = -278713.197117
  nChanged 2
		SP:Iteration 93Q (9692.420000 sec): 3 clusters
  Score: Raw -281274.944270 + Penalty 2561.138562 = -278713.805709
  nChanged 2
		SP:Iteration 94Q (9692.420000 sec): 3 clusters
  Score: Raw -281275.383496 + Penalty 2561.138562 = -278714.244934
  nChanged 0
		SP:Iteration 95F (9692.430000 sec): 3 clusters
  Score: Raw -281275.383496 + Penalty 2561.138562 = -278714.244934
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9692.440000 sec): 2 clusters
  Score: Raw -43442.430315 + Penalty 1036.769912 = -42405.660403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9692.440000 sec): 3 clusters
  Score: Raw -43377.807815 + Penalty 2073.539824 = -41304.267990
  nChanged 146
		SP:Iteration 1F (9692.440000 sec): 3 clusters
  Score: Raw -43576.748744 + Penalty 2073.539824 = -41503.208919
  nChanged 39
		SP:Iteration 2F (9692.440000 sec): 3 clusters
  Score: Raw -43648.007836 + Penalty 2073.539824 = -41574.468012
  nChanged 14
		SP:Iteration 3Q (9692.440000 sec): 3 clusters
  Score: Raw -43668.222024 + Penalty 2073.539824 = -41594.682200
  nChanged 11
		SP:Iteration 4Q (9692.440000 sec): 3 clusters
  Score: Raw -43680.190529 + Penalty 2073.539824 = -41606.650705
  nChanged 6
		SP:Iteration 5Q (9692.440000 sec): 3 clusters
  Score: Raw -43688.963088 + Penalty 2073.539824 = -41615.423263
  nChanged 5
		SP:Iteration 6Q (9692.450000 sec): 3 clusters
  Score: Raw -43693.367408 + Penalty 2073.539824 = -41619.827584
  nChanged 0
		SP:Iteration 7F (9692.450000 sec): 3 clusters
  Score: Raw -43693.367408 + Penalty 2073.539824 = -41619.827584
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9692.460000 sec): 2 clusters
  Score: Raw -376970.526867 + Penalty 1349.962141 = -375620.564727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9692.470000 sec): 3 clusters
  Score: Raw -374950.252978 + Penalty 2699.924281 = -372250.328696
  nChanged 1583
		SP:Iteration 1F (9692.480000 sec): 3 clusters
  Score: Raw -375971.917759 + Penalty 2699.924281 = -373271.993478
  nChanged 339
		SP:Iteration 2F (9692.490000 sec): 3 clusters
  Score: Raw -376233.877751 + Penalty 2699.924281 = -373533.953469
  nChanged 258
		SP:Iteration 3F (9692.500000 sec): 3 clusters
  Score: Raw -376408.730850 + Penalty 2699.924281 = -373708.806569
  nChanged 228
		SP:Iteration 4F (9692.500000 sec): 3 clusters
  Score: Raw -376555.079445 + Penalty 2699.924281 = -373855.155164
  nChanged 183
		SP:Iteration 5Q (9692.520000 sec): 3 clusters
  Score: Raw -376677.569556 + Penalty 2699.924281 = -373977.645275
  nChanged 164
		SP:Iteration 6Q (9692.520000 sec): 3 clusters
  Score: Raw -376792.869465 + Penalty 2699.924281 = -374092.945184
  nChanged 159
		SP:Iteration 7Q (9692.530000 sec): 3 clusters
  Score: Raw -376891.148085 + Penalty 2699.924281 = -374191.223803
  nChanged 147
		SP:Iteration 8Q (9692.540000 sec): 3 clusters
  Score: Raw -376971.893858 + Penalty 2699.924281 = -374271.969577
  nChanged 107
		SP:Iteration 9Q (9692.550000 sec): 3 clusters
  Score: Raw -377023.454648 + Penalty 2699.924281 = -374323.530367
  nChanged 90
		SP:Iteration 10Q (9692.560000 sec): 3 clusters
  Score: Raw -377081.501401 + Penalty 2699.924281 = -374381.577119
  nChanged 89
		SP:Iteration 11Q (9692.570000 sec): 3 clusters
  Score: Raw -377125.258103 + Penalty 2699.924281 = -374425.333822
  nChanged 61
		SP:Iteration 12Q (9692.580000 sec): 3 clusters
  Score: Raw -377156.293616 + Penalty 2699.924281 = -374456.369335
  nChanged 56
		SP:Iteration 13Q (9692.590000 sec): 3 clusters
  Score: Raw -377188.254077 + Penalty 2699.924281 = -374488.329796
  nChanged 47
		SP:Iteration 14Q (9692.600000 sec): 3 clusters
  Score: Raw -377212.922665 + Penalty 2699.924281 = -374512.998383
  nChanged 58
		SP:Iteration 15Q (9692.600000 sec): 3 clusters
  Score: Raw -377247.800455 + Penalty 2699.924281 = -374547.876174
  nChanged 63
		SP:Iteration 16Q (9692.620000 sec): 3 clusters
  Score: Raw -377281.432676 + Penalty 2699.924281 = -374581.508395
  nChanged 47
		SP:Iteration 17Q (9692.620000 sec): 3 clusters
  Score: Raw -377302.823851 + Penalty 2699.924281 = -374602.899569
  nChanged 39
		SP:Iteration 18Q (9692.630000 sec): 3 clusters
  Score: Raw -377320.711371 + Penalty 2699.924281 = -374620.787090
  nChanged 27
		SP:Iteration 19Q (9692.640000 sec): 3 clusters
  Score: Raw -377333.109215 + Penalty 2699.924281 = -374633.184934
  nChanged 23
		SP:Iteration 20F (9692.650000 sec): 3 clusters
  Score: Raw -377341.701459 + Penalty 2699.924281 = -374641.777178
  nChanged 19
		SP:Iteration 21Q (9692.660000 sec): 3 clusters
  Score: Raw -377349.698837 + Penalty 2699.924281 = -374649.774556
  nChanged 16
		SP:Iteration 22Q (9692.670000 sec): 3 clusters
  Score: Raw -377355.236297 + Penalty 2699.924281 = -374655.312016
  nChanged 17
		SP:Iteration 23Q (9692.680000 sec): 3 clusters
  Score: Raw -377361.689666 + Penalty 2699.924281 = -374661.765385
  nChanged 12
		SP:Iteration 24Q (9692.680000 sec): 3 clusters
  Score: Raw -377365.394144 + Penalty 2699.924281 = -374665.469863
  nChanged 12
		SP:Iteration 25Q (9692.700000 sec): 3 clusters
  Score: Raw -377373.326912 + Penalty 2699.924281 = -374673.402631
  nChanged 13
		SP:Iteration 26Q (9692.700000 sec): 3 clusters
  Score: Raw -377377.735078 + Penalty 2699.924281 = -374677.810797
  nChanged 5
		SP:Iteration 27Q (9692.710000 sec): 3 clusters
  Score: Raw -377379.802002 + Penalty 2699.924281 = -374679.877721
  nChanged 10
		SP:Iteration 28Q (9692.720000 sec): 3 clusters
  Score: Raw -377382.946412 + Penalty 2699.924281 = -374683.022131
  nChanged 9
		SP:Iteration 29Q (9692.730000 sec): 3 clusters
  Score: Raw -377386.752083 + Penalty 2699.924281 = -374686.827801
  nChanged 10
		SP:Iteration 30Q (9692.740000 sec): 3 clusters
  Score: Raw -377389.114857 + Penalty 2699.924281 = -374689.190576
  nChanged 8
		SP:Iteration 31Q (9692.750000 sec): 3 clusters
  Score: Raw -377391.809563 + Penalty 2699.924281 = -374691.885282
  nChanged 9
		SP:Iteration 32Q (9692.760000 sec): 3 clusters
  Score: Raw -377395.259456 + Penalty 2699.924281 = -374695.335175
  nChanged 8
		SP:Iteration 33Q (9692.760000 sec): 3 clusters
  Score: Raw -377397.673417 + Penalty 2699.924281 = -374697.749136
  nChanged 3
		SP:Iteration 34Q (9692.770000 sec): 3 clusters
  Score: Raw -377398.024039 + Penalty 2699.924281 = -374698.099758
  nChanged 1
		SP:Iteration 35Q (9692.780000 sec): 3 clusters
  Score: Raw -377398.279927 + Penalty 2699.924281 = -374698.355646
  nChanged 1
		SP:Iteration 36Q (9692.790000 sec): 3 clusters
  Score: Raw -377398.389313 + Penalty 2699.924281 = -374698.465032
  nChanged 0
		SP:Iteration 37F (9692.800000 sec): 3 clusters
  Score: Raw -377398.389313 + Penalty 2699.924281 = -374698.465032
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (9184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9692.830000 sec): 2 clusters
  Score: Raw -866122.493225 + Penalty 1482.847944 = -864639.645281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9692.850000 sec): 3 clusters
  Score: Raw -860934.783116 + Penalty 2965.695889 = -857969.087227
  nChanged 4024
		SP:Iteration 1F (9692.870000 sec): 3 clusters
  Score: Raw -863218.633115 + Penalty 2965.695889 = -860252.937227
  nChanged 641
		SP:Iteration 2F (9692.890000 sec): 3 clusters
  Score: Raw -863617.092401 + Penalty 2965.695889 = -860651.396512
  nChanged 631
		SP:Iteration 3F (9692.910000 sec): 3 clusters
  Score: Raw -864152.397491 + Penalty 2965.695889 = -861186.701603
  nChanged 670
		SP:Iteration 4F (9692.940000 sec): 3 clusters
  Score: Raw -864787.274154 + Penalty 2965.695889 = -861821.578265
  nChanged 711
		SP:Iteration 5F (9692.960000 sec): 3 clusters
  Score: Raw -865499.166863 + Penalty 2965.695889 = -862533.470974
  nChanged 616
		SP:Iteration 6F (9692.980000 sec): 3 clusters
  Score: Raw -866064.515411 + Penalty 2965.695889 = -863098.819522
  nChanged 519
		SP:Iteration 7F (9693.000000 sec): 3 clusters
  Score: Raw -866453.493295 + Penalty 2965.695889 = -863487.797406
  nChanged 357
		SP:Iteration 8Q (9693.020000 sec): 3 clusters
  Score: Raw -866665.433265 + Penalty 2965.695889 = -863699.737377
  nChanged 244
		SP:Iteration 9Q (9693.040000 sec): 3 clusters
  Score: Raw -866770.821968 + Penalty 2965.695889 = -863805.126080
  nChanged 156
		SP:Iteration 10Q (9693.060000 sec): 3 clusters
  Score: Raw -866827.373830 + Penalty 2965.695889 = -863861.677941
  nChanged 121
		SP:Iteration 11Q (9693.080000 sec): 3 clusters
  Score: Raw -866864.236729 + Penalty 2965.695889 = -863898.540841
  nChanged 92
		SP:Iteration 12Q (9693.100000 sec): 3 clusters
  Score: Raw -866886.371849 + Penalty 2965.695889 = -863920.675961
  nChanged 74
		SP:Iteration 13Q (9693.120000 sec): 3 clusters
  Score: Raw -866903.425958 + Penalty 2965.695889 = -863937.730069
  nChanged 61
		SP:Iteration 14Q (9693.140000 sec): 3 clusters
  Score: Raw -866913.530312 + Penalty 2965.695889 = -863947.834423
  nChanged 38
		SP:Iteration 15Q (9693.160000 sec): 3 clusters
  Score: Raw -866919.851326 + Penalty 2965.695889 = -863954.155437
  nChanged 36
		SP:Iteration 16Q (9693.180000 sec): 3 clusters
  Score: Raw -866926.169493 + Penalty 2965.695889 = -863960.473604
  nChanged 33
		SP:Iteration 17Q (9693.200000 sec): 3 clusters
  Score: Raw -866931.393726 + Penalty 2965.695889 = -863965.697837
  nChanged 20
		SP:Iteration 18Q (9693.220000 sec): 3 clusters
  Score: Raw -866934.889697 + Penalty 2965.695889 = -863969.193808
  nChanged 19
		SP:Iteration 19Q (9693.240000 sec): 3 clusters
  Score: Raw -866937.179696 + Penalty 2965.695889 = -863971.483808
  nChanged 10
		SP:Iteration 20F (9693.260000 sec): 3 clusters
  Score: Raw -866938.405959 + Penalty 2965.695889 = -863972.710070
  nChanged 9
		SP:Iteration 21Q (9693.280000 sec): 3 clusters
  Score: Raw -866939.488946 + Penalty 2965.695889 = -863973.793058
  nChanged 5
		SP:Iteration 22Q (9693.300000 sec): 3 clusters
  Score: Raw -866940.054413 + Penalty 2965.695889 = -863974.358524
  nChanged 6
		SP:Iteration 23Q (9693.320000 sec): 3 clusters
  Score: Raw -866940.586754 + Penalty 2965.695889 = -863974.890865
  nChanged 6
		SP:Iteration 24Q (9693.340000 sec): 3 clusters
  Score: Raw -866941.033873 + Penalty 2965.695889 = -863975.337984
  nChanged 4
		SP:Iteration 25Q (9693.360000 sec): 3 clusters
  Score: Raw -866941.317662 + Penalty 2965.695889 = -863975.621774
  nChanged 1
		SP:Iteration 26Q (9693.380000 sec): 3 clusters
  Score: Raw -866941.373505 + Penalty 2965.695889 = -863975.677616
  nChanged 2
		SP:Iteration 27Q (9693.400000 sec): 3 clusters
  Score: Raw -866941.527625 + Penalty 2965.695889 = -863975.831737
  nChanged 3
		SP:Iteration 28Q (9693.420000 sec): 3 clusters
  Score: Raw -866941.731186 + Penalty 2965.695889 = -863976.035297
  nChanged 2
		SP:Iteration 29Q (9693.440000 sec): 3 clusters
  Score: Raw -866941.889939 + Penalty 2965.695889 = -863976.194050
  nChanged 2
		SP:Iteration 30Q (9693.460000 sec): 3 clusters
  Score: Raw -866942.020928 + Penalty 2965.695889 = -863976.325039
  nChanged 0
		SP:Iteration 31F (9693.480000 sec): 3 clusters
  Score: Raw -866942.020928 + Penalty 2965.695889 = -863976.325039
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9693.500000 sec): 2 clusters
  Score: Raw -975624.830447 + Penalty 1487.985542 = -974136.844905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9693.530000 sec): 3 clusters
  Score: Raw -970250.295401 + Penalty 2975.971084 = -967274.324317
  nChanged 4081
		SP:Iteration 1F (9693.550000 sec): 3 clusters
  Score: Raw -972407.167097 + Penalty 2975.971084 = -969431.196013
  nChanged 569
		SP:Iteration 2F (9693.570000 sec): 3 clusters
  Score: Raw -972655.493053 + Penalty 2975.971084 = -969679.521969
  nChanged 499
		SP:Iteration 3F (9693.590000 sec): 3 clusters
  Score: Raw -972854.376503 + Penalty 2975.971084 = -969878.405419
  nChanged 395
		SP:Iteration 4Q (9693.620000 sec): 3 clusters
  Score: Raw -973020.595517 + Penalty 2975.971084 = -970044.624433
  nChanged 397
		SP:Iteration 5Q (9693.640000 sec): 3 clusters
  Score: Raw -973204.578921 + Penalty 2975.971084 = -970228.607837
  nChanged 388
		SP:Iteration 6Q (9693.660000 sec): 3 clusters
  Score: Raw -973396.404035 + Penalty 2975.971084 = -970420.432951
  nChanged 420
		SP:Iteration 7Q (9693.680000 sec): 3 clusters
  Score: Raw -973624.077723 + Penalty 2975.971084 = -970648.106639
  nChanged 432
		SP:Iteration 8Q (9693.700000 sec): 3 clusters
  Score: Raw -973854.980848 + Penalty 2975.971084 = -970879.009764
  nChanged 446
		SP:Iteration 9Q (9693.720000 sec): 3 clusters
  Score: Raw -974099.732882 + Penalty 2975.971084 = -971123.761798
  nChanged 436
		SP:Iteration 10Q (9693.740000 sec): 3 clusters
  Score: Raw -974353.551540 + Penalty 2975.971084 = -971377.580456
  nChanged 448
		SP:Iteration 11Q (9693.760000 sec): 3 clusters
  Score: Raw -974655.498074 + Penalty 2975.971084 = -971679.526990
  nChanged 431
		SP:Iteration 12Q (9693.790000 sec): 3 clusters
  Score: Raw -974941.832779 + Penalty 2975.971084 = -971965.861695
  nChanged 352
		SP:Iteration 13Q (9693.810000 sec): 3 clusters
  Score: Raw -975183.816196 + Penalty 2975.971084 = -972207.845112
  nChanged 279
		SP:Iteration 14Q (9693.830000 sec): 3 clusters
  Score: Raw -975380.159090 + Penalty 2975.971084 = -972404.188006
  nChanged 214
		SP:Iteration 15Q (9693.850000 sec): 3 clusters
  Score: Raw -975520.321461 + Penalty 2975.971084 = -972544.350377
  nChanged 181
		SP:Iteration 16Q (9693.870000 sec): 3 clusters
  Score: Raw -975638.090341 + Penalty 2975.971084 = -972662.119257
  nChanged 142
		SP:Iteration 17Q (9693.890000 sec): 3 clusters
  Score: Raw -975730.366729 + Penalty 2975.971084 = -972754.395645
  nChanged 94
		SP:Iteration 18Q (9693.910000 sec): 3 clusters
  Score: Raw -975793.176720 + Penalty 2975.971084 = -972817.205636
  nChanged 69
		SP:Iteration 19Q (9693.930000 sec): 3 clusters
  Score: Raw -975843.479674 + Penalty 2975.971084 = -972867.508590
  nChanged 49
		SP:Iteration 20F (9693.950000 sec): 3 clusters
  Score: Raw -975873.847569 + Penalty 2975.971084 = -972897.876485
  nChanged 40
		SP:Iteration 21Q (9693.970000 sec): 3 clusters
  Score: Raw -975897.571017 + Penalty 2975.971084 = -972921.599933
  nChanged 37
		SP:Iteration 22Q (9693.990000 sec): 3 clusters
  Score: Raw -975918.794101 + Penalty 2975.971084 = -972942.823017
  nChanged 28
		SP:Iteration 23Q (9694.010000 sec): 3 clusters
  Score: Raw -975933.148546 + Penalty 2975.971084 = -972957.177462
  nChanged 20
		SP:Iteration 24Q (9694.030000 sec): 3 clusters
  Score: Raw -975946.790699 + Penalty 2975.971084 = -972970.819615
  nChanged 18
		SP:Iteration 25Q (9694.040000 sec): 3 clusters
  Score: Raw -975957.342369 + Penalty 2975.971084 = -972981.371285
  nChanged 21
		SP:Iteration 26Q (9694.060000 sec): 3 clusters
  Score: Raw -975969.768074 + Penalty 2975.971084 = -972993.796990
  nChanged 17
		SP:Iteration 27Q (9694.080000 sec): 3 clusters
  Score: Raw -975978.980222 + Penalty 2975.971084 = -973003.009138
  nChanged 12
		SP:Iteration 28Q (9694.090000 sec): 3 clusters
  Score: Raw -975984.571907 + Penalty 2975.971084 = -973008.600823
  nChanged 15
		SP:Iteration 29Q (9694.110000 sec): 3 clusters
  Score: Raw -975990.386745 + Penalty 2975.971084 = -973014.415661
  nChanged 8
		SP:Iteration 30Q (9694.130000 sec): 3 clusters
  Score: Raw -975992.272027 + Penalty 2975.971084 = -973016.300943
  nChanged 2
		SP:Iteration 31Q (9694.140000 sec): 3 clusters
  Score: Raw -975993.053509 + Penalty 2975.971084 = -973017.082425
  nChanged 1
		SP:Iteration 32Q (9694.160000 sec): 3 clusters
  Score: Raw -975993.124105 + Penalty 2975.971084 = -973017.153021
  nChanged 1
		SP:Iteration 33Q (9694.180000 sec): 3 clusters
  Score: Raw -975993.230835 + Penalty 2975.971084 = -973017.259751
  nChanged 0
		SP:Iteration 34F (9694.200000 sec): 3 clusters
  Score: Raw -975993.230835 + Penalty 2975.971084 = -973017.259751
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9694.210000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9694.210000 sec): 3 clusters
  Score: Raw -47032.194479 + Penalty 1993.354364 = -45038.840115
  nChanged 95
		SP:Iteration 1F (9694.210000 sec): 3 clusters
  Score: Raw -47151.783647 + Penalty 1993.354364 = -45158.429283
  nChanged 23
		SP:Iteration 2Q (9694.210000 sec): 3 clusters
  Score: Raw -47195.828912 + Penalty 1993.354364 = -45202.474548
  nChanged 14
		SP:Iteration 3Q (9694.210000 sec): 3 clusters
  Score: Raw -47220.709027 + Penalty 1993.354364 = -45227.354663
  nChanged 13
		SP:Iteration 4Q (9694.210000 sec): 3 clusters
  Score: Raw -47240.748100 + Penalty 1993.354364 = -45247.393736
  nChanged 8
		SP:Iteration 5Q (9694.210000 sec): 3 clusters
  Score: Raw -47256.020184 + Penalty 1993.354364 = -45262.665821
  nChanged 3
		SP:Iteration 6Q (9694.210000 sec): 3 clusters
  Score: Raw -47261.972281 + Penalty 1993.354364 = -45268.617917
  nChanged 1
		SP:Iteration 7Q (9694.210000 sec): 3 clusters
  Score: Raw -47262.775279 + Penalty 1993.354364 = -45269.420915
  nChanged 1
		SP:Iteration 8Q (9694.220000 sec): 3 clusters
  Score: Raw -47264.517937 + Penalty 1993.354364 = -45271.163573
  nChanged 1
		SP:Iteration 9Q (9694.220000 sec): 3 clusters
  Score: Raw -47266.994391 + Penalty 1993.354364 = -45273.640027
  nChanged 0
		SP:Iteration 10F (9694.220000 sec): 3 clusters
  Score: Raw -47266.994391 + Penalty 1993.354364 = -45273.640027
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9694.220000 sec): 2 clusters
  Score: Raw -41852.997329 + Penalty 1018.111447 = -40834.885882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9694.230000 sec): 3 clusters
  Score: Raw -41775.420665 + Penalty 2036.222894 = -39739.197770
  nChanged 119
		SP:Iteration 1F (9694.230000 sec): 3 clusters
  Score: Raw -41963.486426 + Penalty 2036.222894 = -39927.263532
  nChanged 34
		SP:Iteration 2F (9694.230000 sec): 3 clusters
  Score: Raw -42033.620057 + Penalty 2036.222894 = -39997.397162
  nChanged 25
		SP:Iteration 3Q (9694.230000 sec): 3 clusters
  Score: Raw -42077.842844 + Penalty 2036.222894 = -40041.619950
  nChanged 15
		SP:Iteration 4Q (9694.230000 sec): 3 clusters
  Score: Raw -42114.731414 + Penalty 2036.222894 = -40078.508520
  nChanged 17
		SP:Iteration 5Q (9694.230000 sec): 3 clusters
  Score: Raw -42158.201768 + Penalty 2036.222894 = -40121.978873
  nChanged 13
		SP:Iteration 6Q (9694.230000 sec): 3 clusters
  Score: Raw -42179.319783 + Penalty 2036.222894 = -40143.096889
  nChanged 4
		SP:Iteration 7Q (9694.230000 sec): 3 clusters
  Score: Raw -42190.722199 + Penalty 2036.222894 = -40154.499305
  nChanged 3
		SP:Iteration 8Q (9694.230000 sec): 3 clusters
  Score: Raw -42194.724532 + Penalty 2036.222894 = -40158.501638
  nChanged 3
		SP:Iteration 9Q (9694.230000 sec): 3 clusters
  Score: Raw -42200.158190 + Penalty 2036.222894 = -40163.935296
  nChanged 8
		SP:Iteration 10Q (9694.230000 sec): 3 clusters
  Score: Raw -42218.710838 + Penalty 2036.222894 = -40182.487944
  nChanged 3
		SP:Iteration 11Q (9694.240000 sec): 3 clusters
  Score: Raw -42225.797726 + Penalty 2036.222894 = -40189.574832
  nChanged 3
		SP:Iteration 12Q (9694.240000 sec): 3 clusters
  Score: Raw -42234.333741 + Penalty 2036.222894 = -40198.110847
  nChanged 5
		SP:Iteration 13Q (9694.240000 sec): 3 clusters
  Score: Raw -42243.106100 + Penalty 2036.222894 = -40206.883206
  nChanged 2
		SP:Iteration 14Q (9694.240000 sec): 3 clusters
  Score: Raw -42247.333701 + Penalty 2036.222894 = -40211.110807
  nChanged 1
		SP:Iteration 15Q (9694.240000 sec): 3 clusters
  Score: Raw -42249.582990 + Penalty 2036.222894 = -40213.360096
  nChanged 1
		SP:Iteration 16Q (9694.240000 sec): 3 clusters
  Score: Raw -42251.410299 + Penalty 2036.222894 = -40215.187405
  nChanged 1
		SP:Iteration 17Q (9694.240000 sec): 3 clusters
  Score: Raw -42252.205889 + Penalty 2036.222894 = -40215.982995
  nChanged 1
		SP:Iteration 18Q (9694.250000 sec): 3 clusters
  Score: Raw -42253.024690 + Penalty 2036.222894 = -40216.801796
  nChanged 0
		SP:Iteration 19F (9694.250000 sec): 3 clusters
  Score: Raw -42253.024690 + Penalty 2036.222894 = -40216.801796
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (2977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9694.260000 sec): 2 clusters
  Score: Raw -294708.052627 + Penalty 1299.784096 = -293408.268531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9694.270000 sec): 3 clusters
  Score: Raw -293325.219922 + Penalty 2599.568192 = -290725.651730
  nChanged 1087
		SP:Iteration 1F (9694.270000 sec): 3 clusters
  Score: Raw -293974.987263 + Penalty 2599.568192 = -291375.419071
  nChanged 246
		SP:Iteration 2F (9694.280000 sec): 3 clusters
  Score: Raw -294165.084179 + Penalty 2599.568192 = -291565.515987
  nChanged 192
		SP:Iteration 3F (9694.290000 sec): 3 clusters
  Score: Raw -294320.315129 + Penalty 2599.568192 = -291720.746937
  nChanged 168
		SP:Iteration 4F (9694.290000 sec): 3 clusters
  Score: Raw -294481.877758 + Penalty 2599.568192 = -291882.309565
  nChanged 166
		SP:Iteration 5F (9694.300000 sec): 3 clusters
  Score: Raw -294657.906789 + Penalty 2599.568192 = -292058.338596
  nChanged 185
		SP:Iteration 6F (9694.310000 sec): 3 clusters
  Score: Raw -294887.010148 + Penalty 2599.568192 = -292287.441956
  nChanged 160
		SP:Iteration 7F (9694.310000 sec): 3 clusters
  Score: Raw -295108.770310 + Penalty 2599.568192 = -292509.202118
  nChanged 137
		SP:Iteration 8Q (9694.320000 sec): 3 clusters
  Score: Raw -295284.284962 + Penalty 2599.568192 = -292684.716769
  nChanged 113
		SP:Iteration 9Q (9694.330000 sec): 3 clusters
  Score: Raw -295452.337995 + Penalty 2599.568192 = -292852.769803
  nChanged 106
		SP:Iteration 10Q (9694.330000 sec): 3 clusters
  Score: Raw -295564.651625 + Penalty 2599.568192 = -292965.083432
  nChanged 64
		SP:Iteration 11Q (9694.340000 sec): 3 clusters
  Score: Raw -295622.446166 + Penalty 2599.568192 = -293022.877974
  nChanged 39
		SP:Iteration 12Q (9694.350000 sec): 3 clusters
  Score: Raw -295643.326947 + Penalty 2599.568192 = -293043.758755
  nChanged 21
		SP:Iteration 13Q (9694.350000 sec): 3 clusters
  Score: Raw -295655.193328 + Penalty 2599.568192 = -293055.625135
  nChanged 15
		SP:Iteration 14Q (9694.350000 sec): 3 clusters
  Score: Raw -295659.587591 + Penalty 2599.568192 = -293060.019399
  nChanged 6
		SP:Iteration 15Q (9694.360000 sec): 3 clusters
  Score: Raw -295662.296584 + Penalty 2599.568192 = -293062.728392
  nChanged 4
		SP:Iteration 16Q (9694.370000 sec): 3 clusters
  Score: Raw -295663.538148 + Penalty 2599.568192 = -293063.969956
  nChanged 3
		SP:Iteration 17Q (9694.370000 sec): 3 clusters
  Score: Raw -295664.928820 + Penalty 2599.568192 = -293065.360628
  nChanged 2
		SP:Iteration 18Q (9694.380000 sec): 3 clusters
  Score: Raw -295665.691883 + Penalty 2599.568192 = -293066.123691
  nChanged 1
		SP:Iteration 19Q (9694.390000 sec): 3 clusters
  Score: Raw -295666.039345 + Penalty 2599.568192 = -293066.471153
  nChanged 0
		SP:Iteration 20F (9694.390000 sec): 3 clusters
  Score: Raw -295666.039345 + Penalty 2599.568192 = -293066.471153
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9694.410000 sec): 2 clusters
  Score: Raw -562584.897887 + Penalty 1412.092672 = -561172.805215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9694.430000 sec): 3 clusters
  Score: Raw -559399.216042 + Penalty 2824.185343 = -556575.030699
  nChanged 2494
		SP:Iteration 1F (9694.440000 sec): 3 clusters
  Score: Raw -560972.341127 + Penalty 2824.185343 = -558148.155784
  nChanged 534
		SP:Iteration 2F (9694.450000 sec): 3 clusters
  Score: Raw -561480.890406 + Penalty 2824.185343 = -558656.705063
  nChanged 462
		SP:Iteration 3F (9694.470000 sec): 3 clusters
  Score: Raw -561884.863286 + Penalty 2824.185343 = -559060.677942
  nChanged 422
		SP:Iteration 4F (9694.480000 sec): 3 clusters
  Score: Raw -562221.193579 + Penalty 2824.185343 = -559397.008236
  nChanged 342
		SP:Iteration 5F (9694.490000 sec): 3 clusters
  Score: Raw -562460.732423 + Penalty 2824.185343 = -559636.547080
  nChanged 300
		SP:Iteration 6F (9694.510000 sec): 3 clusters
  Score: Raw -562641.693431 + Penalty 2824.185343 = -559817.508088
  nChanged 235
		SP:Iteration 7Q (9694.520000 sec): 3 clusters
  Score: Raw -562784.544453 + Penalty 2824.185343 = -559960.359110
  nChanged 207
		SP:Iteration 8Q (9694.530000 sec): 3 clusters
  Score: Raw -562902.352803 + Penalty 2824.185343 = -560078.167460
  nChanged 173
		SP:Iteration 9Q (9694.550000 sec): 3 clusters
  Score: Raw -562999.111139 + Penalty 2824.185343 = -560174.925795
  nChanged 130
		SP:Iteration 10Q (9694.560000 sec): 3 clusters
  Score: Raw -563062.399238 + Penalty 2824.185343 = -560238.213895
  nChanged 115
		SP:Iteration 11Q (9694.570000 sec): 3 clusters
  Score: Raw -563109.687021 + Penalty 2824.185343 = -560285.501678
  nChanged 92
		SP:Iteration 12Q (9694.590000 sec): 3 clusters
  Score: Raw -563148.754316 + Penalty 2824.185343 = -560324.568973
  nChanged 85
		SP:Iteration 13Q (9694.600000 sec): 3 clusters
  Score: Raw -563188.874037 + Penalty 2824.185343 = -560364.688693
  nChanged 82
		SP:Iteration 14Q (9694.610000 sec): 3 clusters
  Score: Raw -563228.354042 + Penalty 2824.185343 = -560404.168699
  nChanged 62
		SP:Iteration 15Q (9694.620000 sec): 3 clusters
  Score: Raw -563255.212103 + Penalty 2824.185343 = -560431.026760
  nChanged 62
		SP:Iteration 16Q (9694.640000 sec): 3 clusters
  Score: Raw -563294.369118 + Penalty 2824.185343 = -560470.183775
  nChanged 65
		SP:Iteration 17Q (9694.650000 sec): 3 clusters
  Score: Raw -563328.526861 + Penalty 2824.185343 = -560504.341518
  nChanged 62
		SP:Iteration 18Q (9694.660000 sec): 3 clusters
  Score: Raw -563354.445639 + Penalty 2824.185343 = -560530.260296
  nChanged 45
		SP:Iteration 19Q (9694.670000 sec): 3 clusters
  Score: Raw -563382.214191 + Penalty 2824.185343 = -560558.028848
  nChanged 47
		SP:Iteration 20F (9694.690000 sec): 3 clusters
  Score: Raw -563406.005698 + Penalty 2824.185343 = -560581.820354
  nChanged 35
		SP:Iteration 21Q (9694.700000 sec): 3 clusters
  Score: Raw -563419.931277 + Penalty 2824.185343 = -560595.745933
  nChanged 29
		SP:Iteration 22Q (9694.710000 sec): 3 clusters
  Score: Raw -563435.445225 + Penalty 2824.185343 = -560611.259882
  nChanged 38
		SP:Iteration 23Q (9694.730000 sec): 3 clusters
  Score: Raw -563457.176871 + Penalty 2824.185343 = -560632.991528
  nChanged 40
		SP:Iteration 24Q (9694.740000 sec): 3 clusters
  Score: Raw -563479.235358 + Penalty 2824.185343 = -560655.050015
  nChanged 39
		SP:Iteration 25Q (9694.750000 sec): 3 clusters
  Score: Raw -563502.224713 + Penalty 2824.185343 = -560678.039370
  nChanged 46
		SP:Iteration 26Q (9694.760000 sec): 3 clusters
  Score: Raw -563533.436893 + Penalty 2824.185343 = -560709.251550
  nChanged 44
		SP:Iteration 27Q (9694.770000 sec): 3 clusters
  Score: Raw -563556.219306 + Penalty 2824.185343 = -560732.033963
  nChanged 37
		SP:Iteration 28Q (9694.790000 sec): 3 clusters
  Score: Raw -563575.763781 + Penalty 2824.185343 = -560751.578438
  nChanged 33
		SP:Iteration 29Q (9694.800000 sec): 3 clusters
  Score: Raw -563603.523339 + Penalty 2824.185343 = -560779.337995
  nChanged 38
		SP:Iteration 30Q (9694.810000 sec): 3 clusters
  Score: Raw -563626.107548 + Penalty 2824.185343 = -560801.922204
  nChanged 28
		SP:Iteration 31Q (9694.820000 sec): 3 clusters
  Score: Raw -563640.173045 + Penalty 2824.185343 = -560815.987702
  nChanged 24
		SP:Iteration 32Q (9694.830000 sec): 3 clusters
  Score: Raw -563653.411412 + Penalty 2824.185343 = -560829.226069
  nChanged 22
		SP:Iteration 33Q (9694.840000 sec): 3 clusters
  Score: Raw -563666.677672 + Penalty 2824.185343 = -560842.492329
  nChanged 28
		SP:Iteration 34Q (9694.850000 sec): 3 clusters
  Score: Raw -563681.410702 + Penalty 2824.185343 = -560857.225359
  nChanged 22
		SP:Iteration 35Q (9694.870000 sec): 3 clusters
  Score: Raw -563692.170325 + Penalty 2824.185343 = -560867.984982
  nChanged 24
		SP:Iteration 36Q (9694.870000 sec): 3 clusters
  Score: Raw -563706.601845 + Penalty 2824.185343 = -560882.416501
  nChanged 25
		SP:Iteration 37Q (9694.890000 sec): 3 clusters
  Score: Raw -563734.137136 + Penalty 2824.185343 = -560909.951793
  nChanged 27
		SP:Iteration 38Q (9694.900000 sec): 3 clusters
  Score: Raw -563763.217388 + Penalty 2824.185343 = -560939.032045
  nChanged 35
		SP:Iteration 39Q (9694.910000 sec): 3 clusters
  Score: Raw -563796.475431 + Penalty 2824.185343 = -560972.290088
  nChanged 31
		SP:Iteration 40F (9694.920000 sec): 3 clusters
  Score: Raw -563827.796844 + Penalty 2824.185343 = -561003.611501
  nChanged 27
		SP:Iteration 41Q (9694.930000 sec): 3 clusters
  Score: Raw -563847.949447 + Penalty 2824.185343 = -561023.764104
  nChanged 20
		SP:Iteration 42Q (9694.940000 sec): 3 clusters
  Score: Raw -563859.738568 + Penalty 2824.185343 = -561035.553225
  nChanged 13
		SP:Iteration 43Q (9694.950000 sec): 3 clusters
  Score: Raw -563869.658730 + Penalty 2824.185343 = -561045.473387
  nChanged 16
		SP:Iteration 44Q (9694.960000 sec): 3 clusters
  Score: Raw -563880.592658 + Penalty 2824.185343 = -561056.407315
  nChanged 11
		SP:Iteration 45Q (9694.970000 sec): 3 clusters
  Score: Raw -563889.264053 + Penalty 2824.185343 = -561065.078710
  nChanged 4
		SP:Iteration 46Q (9694.980000 sec): 3 clusters
  Score: Raw -563892.698010 + Penalty 2824.185343 = -561068.512666
  nChanged 5
		SP:Iteration 47Q (9694.990000 sec): 3 clusters
  Score: Raw -563895.141267 + Penalty 2824.185343 = -561070.955923
  nChanged 4
		SP:Iteration 48Q (9695.000000 sec): 3 clusters
  Score: Raw -563896.592422 + Penalty 2824.185343 = -561072.407078
  nChanged 2
		SP:Iteration 49Q (9695.010000 sec): 3 clusters
  Score: Raw -563897.927254 + Penalty 2824.185343 = -561073.741911
  nChanged 2
		SP:Iteration 50Q (9695.020000 sec): 3 clusters
  Score: Raw -563899.679340 + Penalty 2824.185343 = -561075.493997
  nChanged 2
		SP:Iteration 51Q (9695.030000 sec): 3 clusters
  Score: Raw -563900.697383 + Penalty 2824.185343 = -561076.512040
  nChanged 2
		SP:Iteration 52Q (9695.040000 sec): 3 clusters
  Score: Raw -563902.155740 + Penalty 2824.185343 = -561077.970397
  nChanged 3
		SP:Iteration 53Q (9695.050000 sec): 3 clusters
  Score: Raw -563904.155171 + Penalty 2824.185343 = -561079.969827
  nChanged 2
		SP:Iteration 54Q (9695.060000 sec): 3 clusters
  Score: Raw -563905.141774 + Penalty 2824.185343 = -561080.956431
  nChanged 1
		SP:Iteration 55Q (9695.070000 sec): 3 clusters
  Score: Raw -563905.711642 + Penalty 2824.185343 = -561081.526299
  nChanged 1
		SP:Iteration 56Q (9695.090000 sec): 3 clusters
  Score: Raw -563906.216868 + Penalty 2824.185343 = -561082.031525
  nChanged 0
		SP:Iteration 57F (9695.100000 sec): 3 clusters
  Score: Raw -563906.216868 + Penalty 2824.185343 = -561082.031525
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (12484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9695.130000 sec): 2 clusters
  Score: Raw -1256452.744881 + Penalty 1532.733004 = -1254920.011877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9695.160000 sec): 3 clusters
  Score: Raw -1249240.560318 + Penalty 3065.466009 = -1246175.094310
  nChanged 5523
		SP:Iteration 1F (9695.190000 sec): 3 clusters
  Score: Raw -1252131.528290 + Penalty 3065.466009 = -1249066.062281
  nChanged 726
		SP:Iteration 2F (9695.220000 sec): 3 clusters
  Score: Raw -1252432.321931 + Penalty 3065.466009 = -1249366.855923
  nChanged 630
		SP:Iteration 3F (9695.250000 sec): 3 clusters
  Score: Raw -1252729.735874 + Penalty 3065.466009 = -1249664.269866
  nChanged 698
		SP:Iteration 4F (9695.280000 sec): 3 clusters
  Score: Raw -1253098.590330 + Penalty 3065.466009 = -1250033.124322
  nChanged 764
		SP:Iteration 5F (9695.310000 sec): 3 clusters
  Score: Raw -1253574.265671 + Penalty 3065.466009 = -1250508.799662
  nChanged 819
		SP:Iteration 6F (9695.330000 sec): 3 clusters
  Score: Raw -1254144.546044 + Penalty 3065.466009 = -1251079.080035
  nChanged 816
		SP:Iteration 7F (9695.370000 sec): 3 clusters
  Score: Raw -1254748.862125 + Penalty 3065.466009 = -1251683.396116
  nChanged 712
		SP:Iteration 8F (9695.390000 sec): 3 clusters
  Score: Raw -1255294.764972 + Penalty 3065.466009 = -1252229.298963
  nChanged 593
		SP:Iteration 9Q (9695.420000 sec): 3 clusters
  Score: Raw -1255760.476174 + Penalty 3065.466009 = -1252695.010165
  nChanged 424
		SP:Iteration 10Q (9695.450000 sec): 3 clusters
  Score: Raw -1256085.146695 + Penalty 3065.466009 = -1253019.680686
  nChanged 291
		SP:Iteration 11Q (9695.480000 sec): 3 clusters
  Score: Raw -1256293.375886 + Penalty 3065.466009 = -1253227.909877
  nChanged 216
		SP:Iteration 12Q (9695.510000 sec): 3 clusters
  Score: Raw -1256463.715671 + Penalty 3065.466009 = -1253398.249663
  nChanged 150
		SP:Iteration 13Q (9695.530000 sec): 3 clusters
  Score: Raw -1256597.947636 + Penalty 3065.466009 = -1253532.481628
  nChanged 115
		SP:Iteration 14Q (9695.550000 sec): 3 clusters
  Score: Raw -1256694.033123 + Penalty 3065.466009 = -1253628.567114
  nChanged 89
		SP:Iteration 15Q (9695.580000 sec): 3 clusters
  Score: Raw -1256751.377765 + Penalty 3065.466009 = -1253685.911757
  nChanged 45
		SP:Iteration 16Q (9695.600000 sec): 3 clusters
  Score: Raw -1256778.918274 + Penalty 3065.466009 = -1253713.452265
  nChanged 34
		SP:Iteration 17Q (9695.630000 sec): 3 clusters
  Score: Raw -1256798.958023 + Penalty 3065.466009 = -1253733.492014
  nChanged 28
		SP:Iteration 18Q (9695.650000 sec): 3 clusters
  Score: Raw -1256812.456138 + Penalty 3065.466009 = -1253746.990129
  nChanged 15
		SP:Iteration 19Q (9695.670000 sec): 3 clusters
  Score: Raw -1256819.788353 + Penalty 3065.466009 = -1253754.322344
  nChanged 16
		SP:Iteration 20F (9695.700000 sec): 3 clusters
  Score: Raw -1256826.291883 + Penalty 3065.466009 = -1253760.825874
  nChanged 15
		SP:Iteration 21Q (9695.720000 sec): 3 clusters
  Score: Raw -1256833.545165 + Penalty 3065.466009 = -1253768.079156
  nChanged 13
		SP:Iteration 22Q (9695.740000 sec): 3 clusters
  Score: Raw -1256839.362682 + Penalty 3065.466009 = -1253773.896674
  nChanged 11
		SP:Iteration 23Q (9695.760000 sec): 3 clusters
  Score: Raw -1256846.991073 + Penalty 3065.466009 = -1253781.525064
  nChanged 11
		SP:Iteration 24Q (9695.790000 sec): 3 clusters
  Score: Raw -1256851.613664 + Penalty 3065.466009 = -1253786.147655
  nChanged 6
		SP:Iteration 25Q (9695.810000 sec): 3 clusters
  Score: Raw -1256854.883336 + Penalty 3065.466009 = -1253789.417327
  nChanged 9
		SP:Iteration 26Q (9695.830000 sec): 3 clusters
  Score: Raw -1256861.068122 + Penalty 3065.466009 = -1253795.602114
  nChanged 11
		SP:Iteration 27Q (9695.850000 sec): 3 clusters
  Score: Raw -1256866.811845 + Penalty 3065.466009 = -1253801.345837
  nChanged 9
		SP:Iteration 28Q (9695.870000 sec): 3 clusters
  Score: Raw -1256872.850411 + Penalty 3065.466009 = -1253807.384402
  nChanged 9
		SP:Iteration 29Q (9695.890000 sec): 3 clusters
  Score: Raw -1256876.884491 + Penalty 3065.466009 = -1253811.418482
  nChanged 7
		SP:Iteration 30Q (9695.910000 sec): 3 clusters
  Score: Raw -1256880.186098 + Penalty 3065.466009 = -1253814.720090
  nChanged 3
		SP:Iteration 31Q (9695.930000 sec): 3 clusters
  Score: Raw -1256882.536240 + Penalty 3065.466009 = -1253817.070232
  nChanged 4
		SP:Iteration 32Q (9695.950000 sec): 3 clusters
  Score: Raw -1256887.328357 + Penalty 3065.466009 = -1253821.862348
  nChanged 6
		SP:Iteration 33Q (9695.980000 sec): 3 clusters
  Score: Raw -1256890.046582 + Penalty 3065.466009 = -1253824.580573
  nChanged 6
		SP:Iteration 34Q (9696.000000 sec): 3 clusters
  Score: Raw -1256893.349745 + Penalty 3065.466009 = -1253827.883737
  nChanged 4
		SP:Iteration 35Q (9696.020000 sec): 3 clusters
  Score: Raw -1256895.070175 + Penalty 3065.466009 = -1253829.604167
  nChanged 5
		SP:Iteration 36Q (9696.040000 sec): 3 clusters
  Score: Raw -1256899.538121 + Penalty 3065.466009 = -1253834.072113
  nChanged 6
		SP:Iteration 37Q (9696.060000 sec): 3 clusters
  Score: Raw -1256903.827445 + Penalty 3065.466009 = -1253838.361436
  nChanged 6
		SP:Iteration 38Q (9696.080000 sec): 3 clusters
  Score: Raw -1256907.225038 + Penalty 3065.466009 = -1253841.759029
  nChanged 3
		SP:Iteration 39Q (9696.100000 sec): 3 clusters
  Score: Raw -1256908.681912 + Penalty 3065.466009 = -1253843.215904
  nChanged 0
		SP:Iteration 40F (9696.130000 sec): 3 clusters
  Score: Raw -1256908.681912 + Penalty 3065.466009 = -1253843.215904
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9696.150000 sec): 2 clusters
  Score: Raw -323989.500580 + Penalty 1322.990669 = -322666.509911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9696.150000 sec): 3 clusters
  Score: Raw -322308.083181 + Penalty 2645.981338 = -319662.101842
  nChanged 1364
		SP:Iteration 1F (9696.160000 sec): 3 clusters
  Score: Raw -323087.992321 + Penalty 2645.981338 = -320442.010983
  nChanged 278
		SP:Iteration 2F (9696.170000 sec): 3 clusters
  Score: Raw -323275.358781 + Penalty 2645.981338 = -320629.377442
  nChanged 197
		SP:Iteration 3F (9696.180000 sec): 3 clusters
  Score: Raw -323414.183419 + Penalty 2645.981338 = -320768.202081
  nChanged 167
		SP:Iteration 4Q (9696.190000 sec): 3 clusters
  Score: Raw -323511.597450 + Penalty 2645.981338 = -320865.616112
  nChanged 140
		SP:Iteration 5Q (9696.190000 sec): 3 clusters
  Score: Raw -323592.694008 + Penalty 2645.981338 = -320946.712669
  nChanged 122
		SP:Iteration 6Q (9696.200000 sec): 3 clusters
  Score: Raw -323664.743279 + Penalty 2645.981338 = -321018.761941
  nChanged 101
		SP:Iteration 7Q (9696.210000 sec): 3 clusters
  Score: Raw -323720.837493 + Penalty 2645.981338 = -321074.856154
  nChanged 109
		SP:Iteration 8Q (9696.220000 sec): 3 clusters
  Score: Raw -323789.356283 + Penalty 2645.981338 = -321143.374944
  nChanged 109
		SP:Iteration 9Q (9696.230000 sec): 3 clusters
  Score: Raw -323854.116473 + Penalty 2645.981338 = -321208.135135
  nChanged 95
		SP:Iteration 10Q (9696.230000 sec): 3 clusters
  Score: Raw -323907.749700 + Penalty 2645.981338 = -321261.768361
  nChanged 74
		SP:Iteration 11Q (9696.240000 sec): 3 clusters
  Score: Raw -323948.229251 + Penalty 2645.981338 = -321302.247913
  nChanged 62
		SP:Iteration 12Q (9696.250000 sec): 3 clusters
  Score: Raw -323976.283414 + Penalty 2645.981338 = -321330.302076
  nChanged 53
		SP:Iteration 13Q (9696.260000 sec): 3 clusters
  Score: Raw -324000.929360 + Penalty 2645.981338 = -321354.948021
  nChanged 52
		SP:Iteration 14Q (9696.270000 sec): 3 clusters
  Score: Raw -324026.188894 + Penalty 2645.981338 = -321380.207556
  nChanged 49
		SP:Iteration 15Q (9696.270000 sec): 3 clusters
  Score: Raw -324056.792524 + Penalty 2645.981338 = -321410.811185
  nChanged 60
		SP:Iteration 16Q (9696.280000 sec): 3 clusters
  Score: Raw -324096.930393 + Penalty 2645.981338 = -321450.949055
  nChanged 57
		SP:Iteration 17Q (9696.290000 sec): 3 clusters
  Score: Raw -324129.440090 + Penalty 2645.981338 = -321483.458752
  nChanged 50
		SP:Iteration 18Q (9696.300000 sec): 3 clusters
  Score: Raw -324159.816444 + Penalty 2645.981338 = -321513.835105
  nChanged 48
		SP:Iteration 19Q (9696.310000 sec): 3 clusters
  Score: Raw -324187.362235 + Penalty 2645.981338 = -321541.380897
  nChanged 43
		SP:Iteration 20F (9696.310000 sec): 3 clusters
  Score: Raw -324214.903449 + Penalty 2645.981338 = -321568.922110
  nChanged 45
		SP:Iteration 21Q (9696.320000 sec): 3 clusters
  Score: Raw -324241.790917 + Penalty 2645.981338 = -321595.809578
  nChanged 37
		SP:Iteration 22Q (9696.330000 sec): 3 clusters
  Score: Raw -324259.539781 + Penalty 2645.981338 = -321613.558443
  nChanged 38
		SP:Iteration 23Q (9696.340000 sec): 3 clusters
  Score: Raw -324279.904910 + Penalty 2645.981338 = -321633.923571
  nChanged 38
		SP:Iteration 24Q (9696.340000 sec): 3 clusters
  Score: Raw -324302.453785 + Penalty 2645.981338 = -321656.472446
  nChanged 35
		SP:Iteration 25Q (9696.350000 sec): 3 clusters
  Score: Raw -324321.300724 + Penalty 2645.981338 = -321675.319385
  nChanged 28
		SP:Iteration 26Q (9696.360000 sec): 3 clusters
  Score: Raw -324339.523695 + Penalty 2645.981338 = -321693.542357
  nChanged 36
		SP:Iteration 27Q (9696.370000 sec): 3 clusters
  Score: Raw -324358.772390 + Penalty 2645.981338 = -321712.791051
  nChanged 27
		SP:Iteration 28Q (9696.370000 sec): 3 clusters
  Score: Raw -324373.704733 + Penalty 2645.981338 = -321727.723395
  nChanged 26
		SP:Iteration 29Q (9696.380000 sec): 3 clusters
  Score: Raw -324387.308420 + Penalty 2645.981338 = -321741.327082
  nChanged 20
		SP:Iteration 30Q (9696.390000 sec): 3 clusters
  Score: Raw -324401.144903 + Penalty 2645.981338 = -321755.163564
  nChanged 20
		SP:Iteration 31Q (9696.400000 sec): 3 clusters
  Score: Raw -324414.583783 + Penalty 2645.981338 = -321768.602444
  nChanged 20
		SP:Iteration 32Q (9696.410000 sec): 3 clusters
  Score: Raw -324425.600921 + Penalty 2645.981338 = -321779.619582
  nChanged 26
		SP:Iteration 33Q (9696.410000 sec): 3 clusters
  Score: Raw -324442.209847 + Penalty 2645.981338 = -321796.228509
  nChanged 23
		SP:Iteration 34Q (9696.420000 sec): 3 clusters
  Score: Raw -324452.153110 + Penalty 2645.981338 = -321806.171772
  nChanged 17
		SP:Iteration 35Q (9696.430000 sec): 3 clusters
  Score: Raw -324459.595006 + Penalty 2645.981338 = -321813.613667
  nChanged 17
		SP:Iteration 36Q (9696.430000 sec): 3 clusters
  Score: Raw -324470.171671 + Penalty 2645.981338 = -321824.190332
  nChanged 15
		SP:Iteration 37Q (9696.440000 sec): 3 clusters
  Score: Raw -324482.466127 + Penalty 2645.981338 = -321836.484789
  nChanged 25
		SP:Iteration 38Q (9696.450000 sec): 3 clusters
  Score: Raw -324498.440794 + Penalty 2645.981338 = -321852.459455
  nChanged 27
		SP:Iteration 39Q (9696.450000 sec): 3 clusters
  Score: Raw -324524.432173 + Penalty 2645.981338 = -321878.450834
  nChanged 35
		SP:Iteration 40F (9696.460000 sec): 3 clusters
  Score: Raw -324556.912321 + Penalty 2645.981338 = -321910.930983
  nChanged 37
		SP:Iteration 41Q (9696.470000 sec): 3 clusters
  Score: Raw -324586.687224 + Penalty 2645.981338 = -321940.705886
  nChanged 29
		SP:Iteration 42Q (9696.480000 sec): 3 clusters
  Score: Raw -324608.364965 + Penalty 2645.981338 = -321962.383626
  nChanged 21
		SP:Iteration 43Q (9696.490000 sec): 3 clusters
  Score: Raw -324620.873325 + Penalty 2645.981338 = -321974.891987
  nChanged 13
		SP:Iteration 44Q (9696.490000 sec): 3 clusters
  Score: Raw -324627.748013 + Penalty 2645.981338 = -321981.766674
  nChanged 13
		SP:Iteration 45Q (9696.500000 sec): 3 clusters
  Score: Raw -324636.476339 + Penalty 2645.981338 = -321990.495000
  nChanged 15
		SP:Iteration 46Q (9696.510000 sec): 3 clusters
  Score: Raw -324644.185363 + Penalty 2645.981338 = -321998.204024
  nChanged 9
		SP:Iteration 47Q (9696.510000 sec): 3 clusters
  Score: Raw -324649.130703 + Penalty 2645.981338 = -322003.149365
  nChanged 4
		SP:Iteration 48Q (9696.520000 sec): 3 clusters
  Score: Raw -324650.282564 + Penalty 2645.981338 = -322004.301225
  nChanged 1
		SP:Iteration 49Q (9696.530000 sec): 3 clusters
  Score: Raw -324650.501878 + Penalty 2645.981338 = -322004.520539
  nChanged 2
		SP:Iteration 50Q (9696.530000 sec): 3 clusters
  Score: Raw -324651.234506 + Penalty 2645.981338 = -322005.253168
  nChanged 1
		SP:Iteration 51Q (9696.540000 sec): 3 clusters
  Score: Raw -324652.203236 + Penalty 2645.981338 = -322006.221897
  nChanged 1
		SP:Iteration 52Q (9696.540000 sec): 3 clusters
  Score: Raw -324653.124871 + Penalty 2645.981338 = -322007.143533
  nChanged 1
		SP:Iteration 53Q (9696.550000 sec): 3 clusters
  Score: Raw -324653.925094 + Penalty 2645.981338 = -322007.943755
  nChanged 1
		SP:Iteration 54Q (9696.560000 sec): 3 clusters
  Score: Raw -324654.152665 + Penalty 2645.981338 = -322008.171327
  nChanged 0
		SP:Iteration 55F (9696.570000 sec): 3 clusters
  Score: Raw -324654.152665 + Penalty 2645.981338 = -322008.171327
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (18461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9696.620000 sec): 2 clusters
  Score: Raw -1758418.040778 + Penalty 1596.305048 = -1756821.735730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9696.670000 sec): 3 clusters
  Score: Raw -1747415.860244 + Penalty 3192.610095 = -1744223.250149
  nChanged 8257
		SP:Iteration 1F (9696.710000 sec): 3 clusters
  Score: Raw -1752300.431758 + Penalty 3192.610095 = -1749107.821663
  nChanged 1156
		SP:Iteration 2F (9696.760000 sec): 3 clusters
  Score: Raw -1752907.729036 + Penalty 3192.610095 = -1749715.118941
  nChanged 1139
		SP:Iteration 3F (9696.800000 sec): 3 clusters
  Score: Raw -1753531.865591 + Penalty 3192.610095 = -1750339.255496
  nChanged 1101
		SP:Iteration 4F (9696.850000 sec): 3 clusters
  Score: Raw -1754163.827457 + Penalty 3192.610095 = -1750971.217362
  nChanged 977
		SP:Iteration 5F (9696.890000 sec): 3 clusters
  Score: Raw -1754791.822335 + Penalty 3192.610095 = -1751599.212239
  nChanged 952
		SP:Iteration 6F (9696.930000 sec): 3 clusters
  Score: Raw -1755396.994313 + Penalty 3192.610095 = -1752204.384218
  nChanged 878
		SP:Iteration 7Q (9696.980000 sec): 3 clusters
  Score: Raw -1755957.290263 + Penalty 3192.610095 = -1752764.680167
  nChanged 773
		SP:Iteration 8Q (9697.020000 sec): 3 clusters
  Score: Raw -1756449.211758 + Penalty 3192.610095 = -1753256.601663
  nChanged 627
		SP:Iteration 9Q (9697.070000 sec): 3 clusters
  Score: Raw -1756814.475748 + Penalty 3192.610095 = -1753621.865652
  nChanged 575
		SP:Iteration 10Q (9697.110000 sec): 3 clusters
  Score: Raw -1757152.618803 + Penalty 3192.610095 = -1753960.008708
  nChanged 527
		SP:Iteration 11Q (9697.150000 sec): 3 clusters
  Score: Raw -1757469.436604 + Penalty 3192.610095 = -1754276.826508
  nChanged 456
		SP:Iteration 12Q (9697.190000 sec): 3 clusters
  Score: Raw -1757751.279911 + Penalty 3192.610095 = -1754558.669816
  nChanged 402
		SP:Iteration 13Q (9697.230000 sec): 3 clusters
  Score: Raw -1757978.370242 + Penalty 3192.610095 = -1754785.760146
  nChanged 331
		SP:Iteration 14Q (9697.270000 sec): 3 clusters
  Score: Raw -1758162.488184 + Penalty 3192.610095 = -1754969.878088
  nChanged 310
		SP:Iteration 15Q (9697.310000 sec): 3 clusters
  Score: Raw -1758301.398874 + Penalty 3192.610095 = -1755108.788779
  nChanged 243
		SP:Iteration 16Q (9697.350000 sec): 3 clusters
  Score: Raw -1758386.307083 + Penalty 3192.610095 = -1755193.696987
  nChanged 209
		SP:Iteration 17Q (9697.390000 sec): 3 clusters
  Score: Raw -1758452.289925 + Penalty 3192.610095 = -1755259.679830
  nChanged 171
		SP:Iteration 18Q (9697.430000 sec): 3 clusters
  Score: Raw -1758495.695190 + Penalty 3192.610095 = -1755303.085094
  nChanged 126
		SP:Iteration 19Q (9697.470000 sec): 3 clusters
  Score: Raw -1758521.094228 + Penalty 3192.610095 = -1755328.484132
  nChanged 111
		SP:Iteration 20F (9697.510000 sec): 3 clusters
  Score: Raw -1758545.492300 + Penalty 3192.610095 = -1755352.882205
  nChanged 113
		SP:Iteration 21Q (9697.550000 sec): 3 clusters
  Score: Raw -1758565.759267 + Penalty 3192.610095 = -1755373.149172
  nChanged 83
		SP:Iteration 22Q (9697.590000 sec): 3 clusters
  Score: Raw -1758581.165330 + Penalty 3192.610095 = -1755388.555235
  nChanged 78
		SP:Iteration 23Q (9697.630000 sec): 3 clusters
  Score: Raw -1758595.243938 + Penalty 3192.610095 = -1755402.633843
  nChanged 78
		SP:Iteration 24Q (9697.660000 sec): 3 clusters
  Score: Raw -1758609.412036 + Penalty 3192.610095 = -1755416.801941
  nChanged 72
		SP:Iteration 25Q (9697.700000 sec): 3 clusters
  Score: Raw -1758621.378176 + Penalty 3192.610095 = -1755428.768080
  nChanged 76
		SP:Iteration 26Q (9697.740000 sec): 3 clusters
  Score: Raw -1758634.679102 + Penalty 3192.610095 = -1755442.069007
  nChanged 64
		SP:Iteration 27Q (9697.780000 sec): 3 clusters
  Score: Raw -1758644.534057 + Penalty 3192.610095 = -1755451.923961
  nChanged 70
		SP:Iteration 28Q (9697.820000 sec): 3 clusters
  Score: Raw -1758655.732476 + Penalty 3192.610095 = -1755463.122381
  nChanged 62
		SP:Iteration 29Q (9697.850000 sec): 3 clusters
  Score: Raw -1758664.213027 + Penalty 3192.610095 = -1755471.602932
  nChanged 52
		SP:Iteration 30Q (9697.890000 sec): 3 clusters
  Score: Raw -1758670.838631 + Penalty 3192.610095 = -1755478.228536
  nChanged 43
		SP:Iteration 31Q (9697.930000 sec): 3 clusters
  Score: Raw -1758675.415534 + Penalty 3192.610095 = -1755482.805438
  nChanged 37
		SP:Iteration 32Q (9697.970000 sec): 3 clusters
  Score: Raw -1758679.958354 + Penalty 3192.610095 = -1755487.348259
  nChanged 40
		SP:Iteration 33Q (9698.010000 sec): 3 clusters
  Score: Raw -1758683.936423 + Penalty 3192.610095 = -1755491.326328
  nChanged 36
		SP:Iteration 34Q (9698.050000 sec): 3 clusters
  Score: Raw -1758688.691578 + Penalty 3192.610095 = -1755496.081482
  nChanged 49
		SP:Iteration 35Q (9698.090000 sec): 3 clusters
  Score: Raw -1758696.056355 + Penalty 3192.610095 = -1755503.446260
  nChanged 44
		SP:Iteration 36Q (9698.130000 sec): 3 clusters
  Score: Raw -1758702.363484 + Penalty 3192.610095 = -1755509.753389
  nChanged 40
		SP:Iteration 37Q (9698.170000 sec): 3 clusters
  Score: Raw -1758706.776190 + Penalty 3192.610095 = -1755514.166095
  nChanged 33
		SP:Iteration 38Q (9698.200000 sec): 3 clusters
  Score: Raw -1758710.137555 + Penalty 3192.610095 = -1755517.527460
  nChanged 30
		SP:Iteration 39Q (9698.240000 sec): 3 clusters
  Score: Raw -1758712.424890 + Penalty 3192.610095 = -1755519.814795
  nChanged 22
		SP:Iteration 40F (9698.290000 sec): 3 clusters
  Score: Raw -1758714.109335 + Penalty 3192.610095 = -1755521.499240
  nChanged 18
		SP:Iteration 41Q (9698.330000 sec): 3 clusters
  Score: Raw -1758715.295759 + Penalty 3192.610095 = -1755522.685664
  nChanged 13
		SP:Iteration 42Q (9698.360000 sec): 3 clusters
  Score: Raw -1758716.280779 + Penalty 3192.610095 = -1755523.670684
  nChanged 13
		SP:Iteration 43Q (9698.400000 sec): 3 clusters
  Score: Raw -1758717.356754 + Penalty 3192.610095 = -1755524.746659
  nChanged 14
		SP:Iteration 44Q (9698.440000 sec): 3 clusters
  Score: Raw -1758718.294306 + Penalty 3192.610095 = -1755525.684211
  nChanged 8
		SP:Iteration 45Q (9698.480000 sec): 3 clusters
  Score: Raw -1758718.867323 + Penalty 3192.610095 = -1755526.257228
  nChanged 6
		SP:Iteration 46Q (9698.520000 sec): 3 clusters
  Score: Raw -1758719.149729 + Penalty 3192.610095 = -1755526.539633
  nChanged 6
		SP:Iteration 47Q (9698.560000 sec): 3 clusters
  Score: Raw -1758719.555270 + Penalty 3192.610095 = -1755526.945175
  nChanged 9
		SP:Iteration 48Q (9698.600000 sec): 3 clusters
  Score: Raw -1758720.076156 + Penalty 3192.610095 = -1755527.466060
  nChanged 3
		SP:Iteration 49Q (9698.640000 sec): 3 clusters
  Score: Raw -1758720.216109 + Penalty 3192.610095 = -1755527.606014
  nChanged 5
		SP:Iteration 50Q (9698.680000 sec): 3 clusters
  Score: Raw -1758720.620010 + Penalty 3192.610095 = -1755528.009914
  nChanged 3
		SP:Iteration 51Q (9698.710000 sec): 3 clusters
  Score: Raw -1758720.798327 + Penalty 3192.610095 = -1755528.188232
  nChanged 2
		SP:Iteration 52Q (9698.750000 sec): 3 clusters
  Score: Raw -1758720.876251 + Penalty 3192.610095 = -1755528.266156
  nChanged 2
		SP:Iteration 53Q (9698.790000 sec): 3 clusters
  Score: Raw -1758720.974199 + Penalty 3192.610095 = -1755528.364103
  nChanged 2
		SP:Iteration 54Q (9698.830000 sec): 3 clusters
  Score: Raw -1758721.062126 + Penalty 3192.610095 = -1755528.452031
  nChanged 1
		SP:Iteration 55Q (9698.870000 sec): 3 clusters
  Score: Raw -1758721.090203 + Penalty 3192.610095 = -1755528.480108
  nChanged 2
		SP:Iteration 56Q (9698.910000 sec): 3 clusters
  Score: Raw -1758721.165786 + Penalty 3192.610095 = -1755528.555691
  nChanged 1
		SP:Iteration 57Q (9698.950000 sec): 3 clusters
  Score: Raw -1758721.208959 + Penalty 3192.610095 = -1755528.598864
  nChanged 0
		SP:Iteration 58F (9698.990000 sec): 3 clusters
  Score: Raw -1758721.208959 + Penalty 3192.610095 = -1755528.598864
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9699.030000 sec): 2 clusters
  Score: Raw -1220656.479358 + Penalty 1524.373179 = -1219132.106179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9699.060000 sec): 3 clusters
  Score: Raw -1213733.101629 + Penalty 3048.746358 = -1210684.355271
  nChanged 5241
		SP:Iteration 1F (9699.080000 sec): 3 clusters
  Score: Raw -1216432.075939 + Penalty 3048.746358 = -1213383.329581
  nChanged 678
		SP:Iteration 2F (9699.110000 sec): 3 clusters
  Score: Raw -1216709.954580 + Penalty 3048.746358 = -1213661.208222
  nChanged 570
		SP:Iteration 3Q (9699.140000 sec): 3 clusters
  Score: Raw -1216956.289953 + Penalty 3048.746358 = -1213907.543595
  nChanged 559
		SP:Iteration 4Q (9699.170000 sec): 3 clusters
  Score: Raw -1217213.269518 + Penalty 3048.746358 = -1214164.523161
  nChanged 537
		SP:Iteration 5Q (9699.190000 sec): 3 clusters
  Score: Raw -1217471.579500 + Penalty 3048.746358 = -1214422.833142
  nChanged 551
		SP:Iteration 6Q (9699.220000 sec): 3 clusters
  Score: Raw -1217824.548685 + Penalty 3048.746358 = -1214775.802327
  nChanged 606
		SP:Iteration 7F (9699.250000 sec): 3 clusters
  Score: Raw -1218313.431847 + Penalty 3048.746358 = -1215264.685489
  nChanged 725
		SP:Iteration 8F (9699.270000 sec): 3 clusters
  Score: Raw -1218875.099647 + Penalty 3048.746358 = -1215826.353289
  nChanged 692
		SP:Iteration 9F (9699.300000 sec): 3 clusters
  Score: Raw -1219322.625901 + Penalty 3048.746358 = -1216273.879543
  nChanged 628
		SP:Iteration 10F (9699.330000 sec): 3 clusters
  Score: Raw -1219696.683889 + Penalty 3048.746358 = -1216647.937531
  nChanged 528
		SP:Iteration 11Q (9699.350000 sec): 3 clusters
  Score: Raw -1219999.599054 + Penalty 3048.746358 = -1216950.852696
  nChanged 440
		SP:Iteration 12Q (9699.380000 sec): 3 clusters
  Score: Raw -1220277.831401 + Penalty 3048.746358 = -1217229.085043
  nChanged 389
		SP:Iteration 13Q (9699.410000 sec): 3 clusters
  Score: Raw -1220508.989123 + Penalty 3048.746358 = -1217460.242765
  nChanged 309
		SP:Iteration 14Q (9699.430000 sec): 3 clusters
  Score: Raw -1220673.634766 + Penalty 3048.746358 = -1217624.888408
  nChanged 259
		SP:Iteration 15Q (9699.460000 sec): 3 clusters
  Score: Raw -1220816.674195 + Penalty 3048.746358 = -1217767.927837
  nChanged 233
		SP:Iteration 16Q (9699.490000 sec): 3 clusters
  Score: Raw -1220936.304410 + Penalty 3048.746358 = -1217887.558053
  nChanged 223
		SP:Iteration 17Q (9699.510000 sec): 3 clusters
  Score: Raw -1221047.289886 + Penalty 3048.746358 = -1217998.543528
  nChanged 209
		SP:Iteration 18Q (9699.540000 sec): 3 clusters
  Score: Raw -1221150.830288 + Penalty 3048.746358 = -1218102.083931
  nChanged 189
		SP:Iteration 19Q (9699.560000 sec): 3 clusters
  Score: Raw -1221244.105127 + Penalty 3048.746358 = -1218195.358769
  nChanged 148
		SP:Iteration 20F (9699.590000 sec): 3 clusters
  Score: Raw -1221309.337329 + Penalty 3048.746358 = -1218260.590971
  nChanged 129
		SP:Iteration 21Q (9699.610000 sec): 3 clusters
  Score: Raw -1221362.631301 + Penalty 3048.746358 = -1218313.884943
  nChanged 111
		SP:Iteration 22Q (9699.640000 sec): 3 clusters
  Score: Raw -1221406.998272 + Penalty 3048.746358 = -1218358.251914
  nChanged 95
		SP:Iteration 23Q (9699.660000 sec): 3 clusters
  Score: Raw -1221442.076630 + Penalty 3048.746358 = -1218393.330272
  nChanged 75
		SP:Iteration 24Q (9699.690000 sec): 3 clusters
  Score: Raw -1221463.996032 + Penalty 3048.746358 = -1218415.249674
  nChanged 59
		SP:Iteration 25Q (9699.710000 sec): 3 clusters
  Score: Raw -1221481.022137 + Penalty 3048.746358 = -1218432.275779
  nChanged 45
		SP:Iteration 26Q (9699.730000 sec): 3 clusters
  Score: Raw -1221493.776792 + Penalty 3048.746358 = -1218445.030434
  nChanged 44
		SP:Iteration 27Q (9699.750000 sec): 3 clusters
  Score: Raw -1221504.197171 + Penalty 3048.746358 = -1218455.450813
  nChanged 37
		SP:Iteration 28Q (9699.780000 sec): 3 clusters
  Score: Raw -1221512.775715 + Penalty 3048.746358 = -1218464.029357
  nChanged 28
		SP:Iteration 29Q (9699.800000 sec): 3 clusters
  Score: Raw -1221518.886432 + Penalty 3048.746358 = -1218470.140074
  nChanged 31
		SP:Iteration 30Q (9699.820000 sec): 3 clusters
  Score: Raw -1221525.937531 + Penalty 3048.746358 = -1218477.191173
  nChanged 32
		SP:Iteration 31Q (9699.850000 sec): 3 clusters
  Score: Raw -1221533.490556 + Penalty 3048.746358 = -1218484.744198
  nChanged 22
		SP:Iteration 32Q (9699.870000 sec): 3 clusters
  Score: Raw -1221537.037552 + Penalty 3048.746358 = -1218488.291194
  nChanged 10
		SP:Iteration 33Q (9699.890000 sec): 3 clusters
  Score: Raw -1221538.638702 + Penalty 3048.746358 = -1218489.892344
  nChanged 14
		SP:Iteration 34Q (9699.910000 sec): 3 clusters
  Score: Raw -1221540.684156 + Penalty 3048.746358 = -1218491.937798
  nChanged 12
		SP:Iteration 35Q (9699.930000 sec): 3 clusters
  Score: Raw -1221541.952061 + Penalty 3048.746358 = -1218493.205703
  nChanged 9
		SP:Iteration 36Q (9699.950000 sec): 3 clusters
  Score: Raw -1221542.907027 + Penalty 3048.746358 = -1218494.160669
  nChanged 6
		SP:Iteration 37Q (9699.980000 sec): 3 clusters
  Score: Raw -1221543.426672 + Penalty 3048.746358 = -1218494.680314
  nChanged 5
		SP:Iteration 38Q (9700.000000 sec): 3 clusters
  Score: Raw -1221543.962804 + Penalty 3048.746358 = -1218495.216446
  nChanged 2
		SP:Iteration 39Q (9700.020000 sec): 3 clusters
  Score: Raw -1221544.175489 + Penalty 3048.746358 = -1218495.429131
  nChanged 2
		SP:Iteration 40F (9700.050000 sec): 3 clusters
  Score: Raw -1221544.304617 + Penalty 3048.746358 = -1218495.558259
  nChanged 1
		SP:Iteration 41Q (9700.070000 sec): 3 clusters
  Score: Raw -1221544.356188 + Penalty 3048.746358 = -1218495.609830
  nChanged 0
		SP:Iteration 42F (9700.100000 sec): 3 clusters
  Score: Raw -1221544.356188 + Penalty 3048.746358 = -1218495.609830
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9700.110000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9700.110000 sec): 3 clusters
  Score: Raw -146984.993595 + Penalty 2377.662139 = -144607.331456
  nChanged 487
		SP:Iteration 1F (9700.120000 sec): 3 clusters
  Score: Raw -147390.397237 + Penalty 2377.662139 = -145012.735098
  nChanged 122
		SP:Iteration 2F (9700.120000 sec): 3 clusters
  Score: Raw -147521.936317 + Penalty 2377.662139 = -145144.274178
  nChanged 85
		SP:Iteration 3F (9700.120000 sec): 3 clusters
  Score: Raw -147634.612165 + Penalty 2377.662139 = -145256.950026
  nChanged 65
		SP:Iteration 4Q (9700.130000 sec): 3 clusters
  Score: Raw -147726.917505 + Penalty 2377.662139 = -145349.255366
  nChanged 61
		SP:Iteration 5Q (9700.130000 sec): 3 clusters
  Score: Raw -147811.065817 + Penalty 2377.662139 = -145433.403678
  nChanged 54
		SP:Iteration 6Q (9700.130000 sec): 3 clusters
  Score: Raw -147882.680541 + Penalty 2377.662139 = -145505.018402
  nChanged 52
		SP:Iteration 7Q (9700.140000 sec): 3 clusters
  Score: Raw -147934.468947 + Penalty 2377.662139 = -145556.806808
  nChanged 31
		SP:Iteration 8Q (9700.140000 sec): 3 clusters
  Score: Raw -147969.667924 + Penalty 2377.662139 = -145592.005785
  nChanged 34
		SP:Iteration 9Q (9700.140000 sec): 3 clusters
  Score: Raw -148006.656457 + Penalty 2377.662139 = -145628.994318
  nChanged 29
		SP:Iteration 10Q (9700.150000 sec): 3 clusters
  Score: Raw -148030.096688 + Penalty 2377.662139 = -145652.434550
  nChanged 17
		SP:Iteration 11Q (9700.150000 sec): 3 clusters
  Score: Raw -148045.814894 + Penalty 2377.662139 = -145668.152755
  nChanged 18
		SP:Iteration 12Q (9700.150000 sec): 3 clusters
  Score: Raw -148063.683099 + Penalty 2377.662139 = -145686.020960
  nChanged 19
		SP:Iteration 13Q (9700.160000 sec): 3 clusters
  Score: Raw -148082.239316 + Penalty 2377.662139 = -145704.577177
  nChanged 18
		SP:Iteration 14Q (9700.160000 sec): 3 clusters
  Score: Raw -148103.527222 + Penalty 2377.662139 = -145725.865083
  nChanged 21
		SP:Iteration 15Q (9700.160000 sec): 3 clusters
  Score: Raw -148122.905617 + Penalty 2377.662139 = -145745.243478
  nChanged 14
		SP:Iteration 16Q (9700.170000 sec): 3 clusters
  Score: Raw -148147.561492 + Penalty 2377.662139 = -145769.899353
  nChanged 21
		SP:Iteration 17Q (9700.170000 sec): 3 clusters
  Score: Raw -148182.657699 + Penalty 2377.662139 = -145804.995560
  nChanged 16
		SP:Iteration 18Q (9700.170000 sec): 3 clusters
  Score: Raw -148204.973152 + Penalty 2377.662139 = -145827.311013
  nChanged 12
		SP:Iteration 19Q (9700.170000 sec): 3 clusters
  Score: Raw -148223.621634 + Penalty 2377.662139 = -145845.959495
  nChanged 8
		SP:Iteration 20F (9700.180000 sec): 3 clusters
  Score: Raw -148230.968255 + Penalty 2377.662139 = -145853.306116
  nChanged 6
		SP:Iteration 21Q (9700.180000 sec): 3 clusters
  Score: Raw -148241.607620 + Penalty 2377.662139 = -145863.945481
  nChanged 4
		SP:Iteration 22Q (9700.180000 sec): 3 clusters
  Score: Raw -148246.453800 + Penalty 2377.662139 = -145868.791661
  nChanged 5
		SP:Iteration 23Q (9700.190000 sec): 3 clusters
  Score: Raw -148249.466334 + Penalty 2377.662139 = -145871.804195
  nChanged 4
		SP:Iteration 24Q (9700.190000 sec): 3 clusters
  Score: Raw -148251.473364 + Penalty 2377.662139 = -145873.811225
  nChanged 0
		SP:Iteration 25F (9700.190000 sec): 3 clusters
  Score: Raw -148251.473364 + Penalty 2377.662139 = -145873.811225
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9700.200000 sec): 2 clusters
  Score: Raw -222426.482494 + Penalty 1271.602360 = -221154.880134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9700.210000 sec): 3 clusters
  Score: Raw -221324.443121 + Penalty 2543.204720 = -218781.238401
  nChanged 928
		SP:Iteration 1F (9700.210000 sec): 3 clusters
  Score: Raw -222101.629519 + Penalty 2543.204720 = -219558.424799
  nChanged 304
		SP:Iteration 2F (9700.220000 sec): 3 clusters
  Score: Raw -222576.182382 + Penalty 2543.204720 = -220032.977662
  nChanged 268
		SP:Iteration 3F (9700.230000 sec): 3 clusters
  Score: Raw -223052.436451 + Penalty 2543.204720 = -220509.231732
  nChanged 206
		SP:Iteration 4F (9700.230000 sec): 3 clusters
  Score: Raw -223340.356876 + Penalty 2543.204720 = -220797.152156
  nChanged 133
		SP:Iteration 5F (9700.240000 sec): 3 clusters
  Score: Raw -223505.059652 + Penalty 2543.204720 = -220961.854932
  nChanged 93
		SP:Iteration 6Q (9700.240000 sec): 3 clusters
  Score: Raw -223586.067619 + Penalty 2543.204720 = -221042.862899
  nChanged 54
		SP:Iteration 7Q (9700.250000 sec): 3 clusters
  Score: Raw -223617.166475 + Penalty 2543.204720 = -221073.961755
  nChanged 20
		SP:Iteration 8Q (9700.250000 sec): 3 clusters
  Score: Raw -223630.449358 + Penalty 2543.204720 = -221087.244639
  nChanged 10
		SP:Iteration 9Q (9700.260000 sec): 3 clusters
  Score: Raw -223634.846084 + Penalty 2543.204720 = -221091.641365
  nChanged 5
		SP:Iteration 10Q (9700.260000 sec): 3 clusters
  Score: Raw -223636.046286 + Penalty 2543.204720 = -221092.841567
  nChanged 2
		SP:Iteration 11Q (9700.270000 sec): 3 clusters
  Score: Raw -223637.334904 + Penalty 2543.204720 = -221094.130184
  nChanged 2
		SP:Iteration 12Q (9700.270000 sec): 3 clusters
  Score: Raw -223639.275664 + Penalty 2543.204720 = -221096.070945
  nChanged 2
		SP:Iteration 13Q (9700.280000 sec): 3 clusters
  Score: Raw -223640.122905 + Penalty 2543.204720 = -221096.918186
  nChanged 1
		SP:Iteration 14Q (9700.290000 sec): 3 clusters
  Score: Raw -223641.086504 + Penalty 2543.204720 = -221097.881784
  nChanged 1
		SP:Iteration 15Q (9700.290000 sec): 3 clusters
  Score: Raw -223641.914073 + Penalty 2543.204720 = -221098.709353
  nChanged 2
		SP:Iteration 16Q (9700.290000 sec): 3 clusters
  Score: Raw -223642.471717 + Penalty 2543.204720 = -221099.266998
  nChanged 0
		SP:Iteration 17F (9700.300000 sec): 3 clusters
  Score: Raw -223642.471717 + Penalty 2543.204720 = -221099.266998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9700.320000 sec): 2 clusters
  Score: Raw -636527.862954 + Penalty 1426.327709 = -635101.535245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9700.330000 sec): 3 clusters
  Score: Raw -632978.850108 + Penalty 2852.655418 = -630126.194690
  nChanged 2721
		SP:Iteration 1F (9700.350000 sec): 3 clusters
  Score: Raw -634441.341396 + Penalty 2852.655418 = -631588.685977
  nChanged 420
		SP:Iteration 2F (9700.370000 sec): 3 clusters
  Score: Raw -634634.128292 + Penalty 2852.655418 = -631781.472874
  nChanged 348
		SP:Iteration 3F (9700.380000 sec): 3 clusters
  Score: Raw -634769.456150 + Penalty 2852.655418 = -631916.800732
  nChanged 261
		SP:Iteration 4Q (9700.390000 sec): 3 clusters
  Score: Raw -634859.252204 + Penalty 2852.655418 = -632006.596785
  nChanged 212
		SP:Iteration 5Q (9700.410000 sec): 3 clusters
  Score: Raw -634935.095449 + Penalty 2852.655418 = -632082.440031
  nChanged 174
		SP:Iteration 6Q (9700.430000 sec): 3 clusters
  Score: Raw -634991.330592 + Penalty 2852.655418 = -632138.675174
  nChanged 132
		SP:Iteration 7Q (9700.440000 sec): 3 clusters
  Score: Raw -635036.869954 + Penalty 2852.655418 = -632184.214536
  nChanged 131
		SP:Iteration 8Q (9700.450000 sec): 3 clusters
  Score: Raw -635081.308550 + Penalty 2852.655418 = -632228.653131
  nChanged 144
		SP:Iteration 9Q (9700.470000 sec): 3 clusters
  Score: Raw -635130.947627 + Penalty 2852.655418 = -632278.292209
  nChanged 123
		SP:Iteration 10Q (9700.490000 sec): 3 clusters
  Score: Raw -635168.363169 + Penalty 2852.655418 = -632315.707750
  nChanged 117
		SP:Iteration 11Q (9700.500000 sec): 3 clusters
  Score: Raw -635201.950932 + Penalty 2852.655418 = -632349.295513
  nChanged 103
		SP:Iteration 12Q (9700.510000 sec): 3 clusters
  Score: Raw -635227.640386 + Penalty 2852.655418 = -632374.984967
  nChanged 93
		SP:Iteration 13Q (9700.530000 sec): 3 clusters
  Score: Raw -635248.912974 + Penalty 2852.655418 = -632396.257556
  nChanged 91
		SP:Iteration 14Q (9700.550000 sec): 3 clusters
  Score: Raw -635276.402987 + Penalty 2852.655418 = -632423.747569
  nChanged 94
		SP:Iteration 15Q (9700.560000 sec): 3 clusters
  Score: Raw -635307.647302 + Penalty 2852.655418 = -632454.991884
  nChanged 114
		SP:Iteration 16Q (9700.570000 sec): 3 clusters
  Score: Raw -635343.337703 + Penalty 2852.655418 = -632490.682285
  nChanged 111
		SP:Iteration 17Q (9700.590000 sec): 3 clusters
  Score: Raw -635383.621841 + Penalty 2852.655418 = -632530.966422
  nChanged 112
		SP:Iteration 18Q (9700.600000 sec): 3 clusters
  Score: Raw -635421.886646 + Penalty 2852.655418 = -632569.231228
  nChanged 126
		SP:Iteration 19Q (9700.620000 sec): 3 clusters
  Score: Raw -635464.230359 + Penalty 2852.655418 = -632611.574940
  nChanged 119
		SP:Iteration 20F (9700.630000 sec): 3 clusters
  Score: Raw -635502.786775 + Penalty 2852.655418 = -632650.131357
  nChanged 124
		SP:Iteration 21Q (9700.650000 sec): 3 clusters
  Score: Raw -635547.427411 + Penalty 2852.655418 = -632694.771993
  nChanged 125
		SP:Iteration 22Q (9700.660000 sec): 3 clusters
  Score: Raw -635591.545601 + Penalty 2852.655418 = -632738.890183
  nChanged 135
		SP:Iteration 23Q (9700.680000 sec): 3 clusters
  Score: Raw -635646.867282 + Penalty 2852.655418 = -632794.211864
  nChanged 160
		SP:Iteration 24Q (9700.690000 sec): 3 clusters
  Score: Raw -635711.245995 + Penalty 2852.655418 = -632858.590577
  nChanged 154
		SP:Iteration 25Q (9700.710000 sec): 3 clusters
  Score: Raw -635776.773823 + Penalty 2852.655418 = -632924.118405
  nChanged 163
		SP:Iteration 26Q (9700.720000 sec): 3 clusters
  Score: Raw -635852.599376 + Penalty 2852.655418 = -632999.943958
  nChanged 160
		SP:Iteration 27Q (9700.740000 sec): 3 clusters
  Score: Raw -635935.883805 + Penalty 2852.655418 = -633083.228387
  nChanged 157
		SP:Iteration 28Q (9700.750000 sec): 3 clusters
  Score: Raw -636030.507966 + Penalty 2852.655418 = -633177.852548
  nChanged 169
		SP:Iteration 29Q (9700.770000 sec): 3 clusters
  Score: Raw -636138.458995 + Penalty 2852.655418 = -633285.803577
  nChanged 170
		SP:Iteration 30Q (9700.780000 sec): 3 clusters
  Score: Raw -636243.456211 + Penalty 2852.655418 = -633390.800793
  nChanged 131
		SP:Iteration 31Q (9700.790000 sec): 3 clusters
  Score: Raw -636324.222206 + Penalty 2852.655418 = -633471.566787
  nChanged 106
		SP:Iteration 32Q (9700.810000 sec): 3 clusters
  Score: Raw -636388.999993 + Penalty 2852.655418 = -633536.344575
  nChanged 80
		SP:Iteration 33Q (9700.820000 sec): 3 clusters
  Score: Raw -636439.960048 + Penalty 2852.655418 = -633587.304630
  nChanged 56
		SP:Iteration 34Q (9700.840000 sec): 3 clusters
  Score: Raw -636473.874969 + Penalty 2852.655418 = -633621.219551
  nChanged 48
		SP:Iteration 35Q (9700.850000 sec): 3 clusters
  Score: Raw -636499.795485 + Penalty 2852.655418 = -633647.140067
  nChanged 34
		SP:Iteration 36Q (9700.860000 sec): 3 clusters
  Score: Raw -636517.928713 + Penalty 2852.655418 = -633665.273295
  nChanged 29
		SP:Iteration 37Q (9700.880000 sec): 3 clusters
  Score: Raw -636533.326738 + Penalty 2852.655418 = -633680.671320
  nChanged 25
		SP:Iteration 38Q (9700.890000 sec): 3 clusters
  Score: Raw -636551.736371 + Penalty 2852.655418 = -633699.080953
  nChanged 26
		SP:Iteration 39Q (9700.900000 sec): 3 clusters
  Score: Raw -636569.061778 + Penalty 2852.655418 = -633716.406360
  nChanged 18
		SP:Iteration 40F (9700.920000 sec): 3 clusters
  Score: Raw -636580.181160 + Penalty 2852.655418 = -633727.525742
  nChanged 18
		SP:Iteration 41Q (9700.930000 sec): 3 clusters
  Score: Raw -636589.926080 + Penalty 2852.655418 = -633737.270662
  nChanged 9
		SP:Iteration 42Q (9700.950000 sec): 3 clusters
  Score: Raw -636595.549973 + Penalty 2852.655418 = -633742.894555
  nChanged 10
		SP:Iteration 43Q (9700.960000 sec): 3 clusters
  Score: Raw -636603.057253 + Penalty 2852.655418 = -633750.401835
  nChanged 11
		SP:Iteration 44Q (9700.970000 sec): 3 clusters
  Score: Raw -636612.351889 + Penalty 2852.655418 = -633759.696471
  nChanged 15
		SP:Iteration 45Q (9700.980000 sec): 3 clusters
  Score: Raw -636621.558507 + Penalty 2852.655418 = -633768.903089
  nChanged 13
		SP:Iteration 46Q (9700.990000 sec): 3 clusters
  Score: Raw -636629.503031 + Penalty 2852.655418 = -633776.847613
  nChanged 16
		SP:Iteration 47Q (9701.010000 sec): 3 clusters
  Score: Raw -636646.528645 + Penalty 2852.655418 = -633793.873227
  nChanged 19
		SP:Iteration 48Q (9701.020000 sec): 3 clusters
  Score: Raw -636664.193893 + Penalty 2852.655418 = -633811.538475
  nChanged 12
		SP:Iteration 49Q (9701.030000 sec): 3 clusters
  Score: Raw -636670.913495 + Penalty 2852.655418 = -633818.258077
  nChanged 6
		SP:Iteration 50Q (9701.050000 sec): 3 clusters
  Score: Raw -636674.597264 + Penalty 2852.655418 = -633821.941846
  nChanged 5
		SP:Iteration 51Q (9701.060000 sec): 3 clusters
  Score: Raw -636678.625904 + Penalty 2852.655418 = -633825.970485
  nChanged 5
		SP:Iteration 52Q (9701.070000 sec): 3 clusters
  Score: Raw -636682.366984 + Penalty 2852.655418 = -633829.711565
  nChanged 5
		SP:Iteration 53Q (9701.080000 sec): 3 clusters
  Score: Raw -636686.557417 + Penalty 2852.655418 = -633833.901999
  nChanged 2
		SP:Iteration 54Q (9701.090000 sec): 3 clusters
  Score: Raw -636688.619666 + Penalty 2852.655418 = -633835.964248
  nChanged 0
		SP:Iteration 55F (9701.110000 sec): 3 clusters
  Score: Raw -636688.619666 + Penalty 2852.655418 = -633835.964248
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9701.120000 sec): 2 clusters
  Score: Raw -418724.785638 + Penalty 1357.978321 = -417366.807317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9701.130000 sec): 3 clusters
  Score: Raw -416551.038450 + Penalty 2715.956643 = -413835.081807
  nChanged 1696
		SP:Iteration 1F (9701.140000 sec): 3 clusters
  Score: Raw -417481.287730 + Penalty 2715.956643 = -414765.331087
  nChanged 319
		SP:Iteration 2F (9701.150000 sec): 3 clusters
  Score: Raw -417642.702104 + Penalty 2715.956643 = -414926.745461
  nChanged 216
		SP:Iteration 3F (9701.160000 sec): 3 clusters
  Score: Raw -417753.166390 + Penalty 2715.956643 = -415037.209747
  nChanged 168
		SP:Iteration 4Q (9701.170000 sec): 3 clusters
  Score: Raw -417828.322646 + Penalty 2715.956643 = -415112.366004
  nChanged 148
		SP:Iteration 5Q (9701.180000 sec): 3 clusters
  Score: Raw -417896.373620 + Penalty 2715.956643 = -415180.416978
  nChanged 129
		SP:Iteration 6Q (9701.190000 sec): 3 clusters
  Score: Raw -417951.788966 + Penalty 2715.956643 = -415235.832323
  nChanged 125
		SP:Iteration 7Q (9701.200000 sec): 3 clusters
  Score: Raw -418013.635282 + Penalty 2715.956643 = -415297.678639
  nChanged 124
		SP:Iteration 8Q (9701.210000 sec): 3 clusters
  Score: Raw -418080.833399 + Penalty 2715.956643 = -415364.876756
  nChanged 148
		SP:Iteration 9Q (9701.220000 sec): 3 clusters
  Score: Raw -418157.749554 + Penalty 2715.956643 = -415441.792911
  nChanged 122
		SP:Iteration 10Q (9701.230000 sec): 3 clusters
  Score: Raw -418223.468471 + Penalty 2715.956643 = -415507.511828
  nChanged 131
		SP:Iteration 11Q (9701.240000 sec): 3 clusters
  Score: Raw -418305.547474 + Penalty 2715.956643 = -415589.590831
  nChanged 131
		SP:Iteration 12Q (9701.250000 sec): 3 clusters
  Score: Raw -418387.647898 + Penalty 2715.956643 = -415671.691255
  nChanged 111
		SP:Iteration 13Q (9701.260000 sec): 3 clusters
  Score: Raw -418458.114895 + Penalty 2715.956643 = -415742.158252
  nChanged 103
		SP:Iteration 14Q (9701.270000 sec): 3 clusters
  Score: Raw -418528.406398 + Penalty 2715.956643 = -415812.449756
  nChanged 94
		SP:Iteration 15Q (9701.280000 sec): 3 clusters
  Score: Raw -418599.770606 + Penalty 2715.956643 = -415883.813963
  nChanged 93
		SP:Iteration 16Q (9701.290000 sec): 3 clusters
  Score: Raw -418674.046369 + Penalty 2715.956643 = -415958.089726
  nChanged 81
		SP:Iteration 17Q (9701.300000 sec): 3 clusters
  Score: Raw -418745.703387 + Penalty 2715.956643 = -416029.746744
  nChanged 79
		SP:Iteration 18Q (9701.310000 sec): 3 clusters
  Score: Raw -418815.914256 + Penalty 2715.956643 = -416099.957614
  nChanged 48
		SP:Iteration 19Q (9701.320000 sec): 3 clusters
  Score: Raw -418856.492969 + Penalty 2715.956643 = -416140.536326
  nChanged 40
		SP:Iteration 20F (9701.330000 sec): 3 clusters
  Score: Raw -418894.460378 + Penalty 2715.956643 = -416178.503735
  nChanged 25
		SP:Iteration 21Q (9701.330000 sec): 3 clusters
  Score: Raw -418912.892209 + Penalty 2715.956643 = -416196.935566
  nChanged 20
		SP:Iteration 22Q (9701.350000 sec): 3 clusters
  Score: Raw -418929.276600 + Penalty 2715.956643 = -416213.319957
  nChanged 21
		SP:Iteration 23Q (9701.350000 sec): 3 clusters
  Score: Raw -418951.419951 + Penalty 2715.956643 = -416235.463308
  nChanged 13
		SP:Iteration 24Q (9701.360000 sec): 3 clusters
  Score: Raw -418968.465024 + Penalty 2715.956643 = -416252.508382
  nChanged 11
		SP:Iteration 25Q (9701.370000 sec): 3 clusters
  Score: Raw -418976.683654 + Penalty 2715.956643 = -416260.727011
  nChanged 7
		SP:Iteration 26Q (9701.380000 sec): 3 clusters
  Score: Raw -418981.952055 + Penalty 2715.956643 = -416265.995413
  nChanged 7
		SP:Iteration 27Q (9701.390000 sec): 3 clusters
  Score: Raw -418986.152842 + Penalty 2715.956643 = -416270.196199
  nChanged 4
		SP:Iteration 28Q (9701.390000 sec): 3 clusters
  Score: Raw -418988.795873 + Penalty 2715.956643 = -416272.839230
  nChanged 3
		SP:Iteration 29Q (9701.400000 sec): 3 clusters
  Score: Raw -418991.349334 + Penalty 2715.956643 = -416275.392691
  nChanged 1
		SP:Iteration 30Q (9701.410000 sec): 3 clusters
  Score: Raw -418991.704849 + Penalty 2715.956643 = -416275.748206
  nChanged 0
		SP:Iteration 31F (9701.420000 sec): 3 clusters
  Score: Raw -418991.704849 + Penalty 2715.956643 = -416275.748206
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9701.430000 sec): 2 clusters
  Score: Raw -278141.544519 + Penalty 1299.401550 = -276842.142969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9701.440000 sec): 3 clusters
  Score: Raw -276719.158903 + Penalty 2598.803100 = -274120.355803
  nChanged 1126
		SP:Iteration 1F (9701.450000 sec): 3 clusters
  Score: Raw -277365.021617 + Penalty 2598.803100 = -274766.218516
  nChanged 236
		SP:Iteration 2F (9701.450000 sec): 3 clusters
  Score: Raw -277519.502008 + Penalty 2598.803100 = -274920.698908
  nChanged 150
		SP:Iteration 3F (9701.460000 sec): 3 clusters
  Score: Raw -277615.912690 + Penalty 2598.803100 = -275017.109590
  nChanged 118
		SP:Iteration 4Q (9701.470000 sec): 3 clusters
  Score: Raw -277676.095053 + Penalty 2598.803100 = -275077.291953
  nChanged 90
		SP:Iteration 5Q (9701.470000 sec): 3 clusters
  Score: Raw -277724.469711 + Penalty 2598.803100 = -275125.666611
  nChanged 77
		SP:Iteration 6Q (9701.480000 sec): 3 clusters
  Score: Raw -277764.896333 + Penalty 2598.803100 = -275166.093232
  nChanged 61
		SP:Iteration 7Q (9701.490000 sec): 3 clusters
  Score: Raw -277792.480399 + Penalty 2598.803100 = -275193.677298
  nChanged 63
		SP:Iteration 8Q (9701.490000 sec): 3 clusters
  Score: Raw -277825.267039 + Penalty 2598.803100 = -275226.463938
  nChanged 68
		SP:Iteration 9Q (9701.500000 sec): 3 clusters
  Score: Raw -277851.649938 + Penalty 2598.803100 = -275252.846837
  nChanged 46
		SP:Iteration 10Q (9701.510000 sec): 3 clusters
  Score: Raw -277872.656633 + Penalty 2598.803100 = -275273.853533
  nChanged 44
		SP:Iteration 11Q (9701.510000 sec): 3 clusters
  Score: Raw -277889.731037 + Penalty 2598.803100 = -275290.927937
  nChanged 34
		SP:Iteration 12Q (9701.520000 sec): 3 clusters
  Score: Raw -277904.699484 + Penalty 2598.803100 = -275305.896384
  nChanged 34
		SP:Iteration 13Q (9701.530000 sec): 3 clusters
  Score: Raw -277918.341644 + Penalty 2598.803100 = -275319.538544
  nChanged 26
		SP:Iteration 14Q (9701.530000 sec): 3 clusters
  Score: Raw -277929.098003 + Penalty 2598.803100 = -275330.294903
  nChanged 21
		SP:Iteration 15Q (9701.540000 sec): 3 clusters
  Score: Raw -277936.518643 + Penalty 2598.803100 = -275337.715543
  nChanged 16
		SP:Iteration 16Q (9701.550000 sec): 3 clusters
  Score: Raw -277941.614358 + Penalty 2598.803100 = -275342.811258
  nChanged 14
		SP:Iteration 17Q (9701.550000 sec): 3 clusters
  Score: Raw -277946.603986 + Penalty 2598.803100 = -275347.800886
  nChanged 19
		SP:Iteration 18Q (9701.560000 sec): 3 clusters
  Score: Raw -277955.677827 + Penalty 2598.803100 = -275356.874727
  nChanged 16
		SP:Iteration 19Q (9701.570000 sec): 3 clusters
  Score: Raw -277960.112722 + Penalty 2598.803100 = -275361.309622
  nChanged 16
		SP:Iteration 20F (9701.570000 sec): 3 clusters
  Score: Raw -277966.462237 + Penalty 2598.803100 = -275367.659137
  nChanged 22
		SP:Iteration 21Q (9701.580000 sec): 3 clusters
  Score: Raw -277977.362770 + Penalty 2598.803100 = -275378.559669
  nChanged 33
		SP:Iteration 22Q (9701.590000 sec): 3 clusters
  Score: Raw -277988.785775 + Penalty 2598.803100 = -275389.982675
  nChanged 20
		SP:Iteration 23Q (9701.590000 sec): 3 clusters
  Score: Raw -277993.875310 + Penalty 2598.803100 = -275395.072209
  nChanged 8
		SP:Iteration 24Q (9701.600000 sec): 3 clusters
  Score: Raw -277995.114786 + Penalty 2598.803100 = -275396.311685
  nChanged 6
		SP:Iteration 25Q (9701.610000 sec): 3 clusters
  Score: Raw -277997.245590 + Penalty 2598.803100 = -275398.442489
  nChanged 4
		SP:Iteration 26Q (9701.610000 sec): 3 clusters
  Score: Raw -277998.573726 + Penalty 2598.803100 = -275399.770626
  nChanged 5
		SP:Iteration 27Q (9701.620000 sec): 3 clusters
  Score: Raw -277999.762896 + Penalty 2598.803100 = -275400.959796
  nChanged 5
		SP:Iteration 28Q (9701.630000 sec): 3 clusters
  Score: Raw -278001.005683 + Penalty 2598.803100 = -275402.202582
  nChanged 2
		SP:Iteration 29Q (9701.630000 sec): 3 clusters
  Score: Raw -278001.333439 + Penalty 2598.803100 = -275402.530339
  nChanged 4
		SP:Iteration 30Q (9701.640000 sec): 3 clusters
  Score: Raw -278002.812496 + Penalty 2598.803100 = -275404.009395
  nChanged 5
		SP:Iteration 31Q (9701.650000 sec): 3 clusters
  Score: Raw -278005.139969 + Penalty 2598.803100 = -275406.336868
  nChanged 5
		SP:Iteration 32Q (9701.650000 sec): 3 clusters
  Score: Raw -278006.998502 + Penalty 2598.803100 = -275408.195402
  nChanged 4
		SP:Iteration 33Q (9701.660000 sec): 3 clusters
  Score: Raw -278008.351082 + Penalty 2598.803100 = -275409.547982
  nChanged 5
		SP:Iteration 34Q (9701.670000 sec): 3 clusters
  Score: Raw -278010.805190 + Penalty 2598.803100 = -275412.002090
  nChanged 8
		SP:Iteration 35Q (9701.670000 sec): 3 clusters
  Score: Raw -278013.861166 + Penalty 2598.803100 = -275415.058065
  nChanged 8
		SP:Iteration 36Q (9701.680000 sec): 3 clusters
  Score: Raw -278016.969030 + Penalty 2598.803100 = -275418.165929
  nChanged 11
		SP:Iteration 37Q (9701.690000 sec): 3 clusters
  Score: Raw -278019.733264 + Penalty 2598.803100 = -275420.930164
  nChanged 10
		SP:Iteration 38Q (9701.700000 sec): 3 clusters
  Score: Raw -278022.882495 + Penalty 2598.803100 = -275424.079395
  nChanged 4
		SP:Iteration 39Q (9701.700000 sec): 3 clusters
  Score: Raw -278023.664575 + Penalty 2598.803100 = -275424.861474
  nChanged 4
		SP:Iteration 40F (9701.710000 sec): 3 clusters
  Score: Raw -278024.205356 + Penalty 2598.803100 = -275425.402256
  nChanged 2
		SP:Iteration 41Q (9701.720000 sec): 3 clusters
  Score: Raw -278025.076263 + Penalty 2598.803100 = -275426.273163
  nChanged 4
		SP:Iteration 42Q (9701.720000 sec): 3 clusters
  Score: Raw -278025.821237 + Penalty 2598.803100 = -275427.018136
  nChanged 0
		SP:Iteration 43F (9701.730000 sec): 3 clusters
  Score: Raw -278025.821237 + Penalty 2598.803100 = -275427.018136
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9701.800000 sec): 2 clusters
  Score: Raw -2384100.335321 + Penalty 1630.123447 = -2382470.211874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9701.850000 sec): 3 clusters
  Score: Raw -2370324.146821 + Penalty 3260.246893 = -2367063.899928
  nChanged 10328
		SP:Iteration 1F (9701.910000 sec): 3 clusters
  Score: Raw -2375998.857223 + Penalty 3260.246893 = -2372738.610329
  nChanged 1022
		SP:Iteration 2Q (9701.970000 sec): 3 clusters
  Score: Raw -2376329.677857 + Penalty 3260.246893 = -2373069.430963
  nChanged 926
		SP:Iteration 3Q (9702.020000 sec): 3 clusters
  Score: Raw -2376657.735890 + Penalty 3260.246893 = -2373397.488997
  nChanged 944
		SP:Iteration 4Q (9702.080000 sec): 3 clusters
  Score: Raw -2377015.075567 + Penalty 3260.246893 = -2373754.828674
  nChanged 968
		SP:Iteration 5Q (9702.130000 sec): 3 clusters
  Score: Raw -2377484.901830 + Penalty 3260.246893 = -2374224.654937
  nChanged 1099
		SP:Iteration 6Q (9702.190000 sec): 3 clusters
  Score: Raw -2378171.863907 + Penalty 3260.246893 = -2374911.617014
  nChanged 1213
		SP:Iteration 7F (9702.240000 sec): 3 clusters
  Score: Raw -2379093.440338 + Penalty 3260.246893 = -2375833.193444
  nChanged 1310
		SP:Iteration 8F (9702.300000 sec): 3 clusters
  Score: Raw -2380151.183220 + Penalty 3260.246893 = -2376890.936327
  nChanged 1279
		SP:Iteration 9F (9702.350000 sec): 3 clusters
  Score: Raw -2381085.518569 + Penalty 3260.246893 = -2377825.271676
  nChanged 1086
		SP:Iteration 10Q (9702.410000 sec): 3 clusters
  Score: Raw -2381736.575700 + Penalty 3260.246893 = -2378476.328807
  nChanged 817
		SP:Iteration 11Q (9702.460000 sec): 3 clusters
  Score: Raw -2382093.483310 + Penalty 3260.246893 = -2378833.236417
  nChanged 566
		SP:Iteration 12Q (9702.510000 sec): 3 clusters
  Score: Raw -2382283.843454 + Penalty 3260.246893 = -2379023.596561
  nChanged 396
		SP:Iteration 13Q (9702.570000 sec): 3 clusters
  Score: Raw -2382406.158600 + Penalty 3260.246893 = -2379145.911707
  nChanged 333
		SP:Iteration 14Q (9702.620000 sec): 3 clusters
  Score: Raw -2382503.823688 + Penalty 3260.246893 = -2379243.576795
  nChanged 304
		SP:Iteration 15Q (9702.670000 sec): 3 clusters
  Score: Raw -2382593.849587 + Penalty 3260.246893 = -2379333.602693
  nChanged 289
		SP:Iteration 16Q (9702.720000 sec): 3 clusters
  Score: Raw -2382678.387896 + Penalty 3260.246893 = -2379418.141003
  nChanged 282
		SP:Iteration 17Q (9702.770000 sec): 3 clusters
  Score: Raw -2382758.491413 + Penalty 3260.246893 = -2379498.244519
  nChanged 270
		SP:Iteration 18Q (9702.830000 sec): 3 clusters
  Score: Raw -2382833.724067 + Penalty 3260.246893 = -2379573.477173
  nChanged 256
		SP:Iteration 19Q (9702.880000 sec): 3 clusters
  Score: Raw -2382906.234687 + Penalty 3260.246893 = -2379645.987794
  nChanged 259
		SP:Iteration 20F (9702.930000 sec): 3 clusters
  Score: Raw -2382984.962302 + Penalty 3260.246893 = -2379724.715409
  nChanged 260
		SP:Iteration 21Q (9702.990000 sec): 3 clusters
  Score: Raw -2383057.783247 + Penalty 3260.246893 = -2379797.536354
  nChanged 242
		SP:Iteration 22Q (9703.040000 sec): 3 clusters
  Score: Raw -2383125.635758 + Penalty 3260.246893 = -2379865.388865
  nChanged 244
		SP:Iteration 23Q (9703.090000 sec): 3 clusters
  Score: Raw -2383196.238722 + Penalty 3260.246893 = -2379935.991829
  nChanged 259
		SP:Iteration 24Q (9703.140000 sec): 3 clusters
  Score: Raw -2383265.578207 + Penalty 3260.246893 = -2380005.331314
  nChanged 195
		SP:Iteration 25Q (9703.190000 sec): 3 clusters
  Score: Raw -2383311.496522 + Penalty 3260.246893 = -2380051.249628
  nChanged 186
		SP:Iteration 26Q (9703.240000 sec): 3 clusters
  Score: Raw -2383350.746070 + Penalty 3260.246893 = -2380090.499177
  nChanged 192
		SP:Iteration 27Q (9703.290000 sec): 3 clusters
  Score: Raw -2383392.012662 + Penalty 3260.246893 = -2380131.765768
  nChanged 198
		SP:Iteration 28Q (9703.340000 sec): 3 clusters
  Score: Raw -2383439.869776 + Penalty 3260.246893 = -2380179.622883
  nChanged 213
		SP:Iteration 29Q (9703.390000 sec): 3 clusters
  Score: Raw -2383489.251294 + Penalty 3260.246893 = -2380229.004401
  nChanged 204
		SP:Iteration 30Q (9703.440000 sec): 3 clusters
  Score: Raw -2383542.211943 + Penalty 3260.246893 = -2380281.965049
  nChanged 222
		SP:Iteration 31Q (9703.490000 sec): 3 clusters
  Score: Raw -2383602.812990 + Penalty 3260.246893 = -2380342.566097
  nChanged 231
		SP:Iteration 32Q (9703.540000 sec): 3 clusters
  Score: Raw -2383668.080266 + Penalty 3260.246893 = -2380407.833373
  nChanged 203
		SP:Iteration 33Q (9703.590000 sec): 3 clusters
  Score: Raw -2383716.517900 + Penalty 3260.246893 = -2380456.271006
  nChanged 206
		SP:Iteration 34Q (9703.640000 sec): 3 clusters
  Score: Raw -2383767.768106 + Penalty 3260.246893 = -2380507.521213
  nChanged 209
		SP:Iteration 35Q (9703.690000 sec): 3 clusters
  Score: Raw -2383820.204568 + Penalty 3260.246893 = -2380559.957675
  nChanged 188
		SP:Iteration 36Q (9703.740000 sec): 3 clusters
  Score: Raw -2383868.138359 + Penalty 3260.246893 = -2380607.891466
  nChanged 187
		SP:Iteration 37Q (9703.790000 sec): 3 clusters
  Score: Raw -2383911.297191 + Penalty 3260.246893 = -2380651.050298
  nChanged 183
		SP:Iteration 38Q (9703.830000 sec): 3 clusters
  Score: Raw -2383953.701774 + Penalty 3260.246893 = -2380693.454880
  nChanged 173
		SP:Iteration 39Q (9703.880000 sec): 3 clusters
  Score: Raw -2383990.856827 + Penalty 3260.246893 = -2380730.609934
  nChanged 158
		SP:Iteration 40F (9703.940000 sec): 3 clusters
  Score: Raw -2384021.673691 + Penalty 3260.246893 = -2380761.426798
  nChanged 142
		SP:Iteration 41Q (9703.990000 sec): 3 clusters
  Score: Raw -2384045.395793 + Penalty 3260.246893 = -2380785.148900
  nChanged 105
		SP:Iteration 42Q (9704.030000 sec): 3 clusters
  Score: Raw -2384062.844704 + Penalty 3260.246893 = -2380802.597811
  nChanged 107
		SP:Iteration 43Q (9704.080000 sec): 3 clusters
  Score: Raw -2384083.082840 + Penalty 3260.246893 = -2380822.835947
  nChanged 113
		SP:Iteration 44Q (9704.130000 sec): 3 clusters
  Score: Raw -2384103.176695 + Penalty 3260.246893 = -2380842.929802
  nChanged 112
		SP:Iteration 45Q (9704.180000 sec): 3 clusters
  Score: Raw -2384121.243159 + Penalty 3260.246893 = -2380860.996265
  nChanged 102
		SP:Iteration 46Q (9704.230000 sec): 3 clusters
  Score: Raw -2384138.357193 + Penalty 3260.246893 = -2380878.110300
  nChanged 107
		SP:Iteration 47Q (9704.270000 sec): 3 clusters
  Score: Raw -2384158.508451 + Penalty 3260.246893 = -2380898.261558
  nChanged 106
		SP:Iteration 48Q (9704.320000 sec): 3 clusters
  Score: Raw -2384177.108789 + Penalty 3260.246893 = -2380916.861896
  nChanged 85
		SP:Iteration 49Q (9704.370000 sec): 3 clusters
  Score: Raw -2384189.953642 + Penalty 3260.246893 = -2380929.706749
  nChanged 76
		SP:Iteration 50Q (9704.420000 sec): 3 clusters
  Score: Raw -2384200.985866 + Penalty 3260.246893 = -2380940.738973
  nChanged 77
		SP:Iteration 51Q (9704.460000 sec): 3 clusters
  Score: Raw -2384214.924479 + Penalty 3260.246893 = -2380954.677586
  nChanged 87
		SP:Iteration 52Q (9704.510000 sec): 3 clusters
  Score: Raw -2384230.111094 + Penalty 3260.246893 = -2380969.864200
  nChanged 75
		SP:Iteration 53Q (9704.560000 sec): 3 clusters
  Score: Raw -2384241.200797 + Penalty 3260.246893 = -2380980.953903
  nChanged 73
		SP:Iteration 54Q (9704.600000 sec): 3 clusters
  Score: Raw -2384251.978848 + Penalty 3260.246893 = -2380991.731955
  nChanged 71
		SP:Iteration 55Q (9704.650000 sec): 3 clusters
  Score: Raw -2384262.828471 + Penalty 3260.246893 = -2381002.581577
  nChanged 56
		SP:Iteration 56Q (9704.690000 sec): 3 clusters
  Score: Raw -2384271.092973 + Penalty 3260.246893 = -2381010.846079
  nChanged 68
		SP:Iteration 57Q (9704.740000 sec): 3 clusters
  Score: Raw -2384283.366694 + Penalty 3260.246893 = -2381023.119801
  nChanged 73
		SP:Iteration 58Q (9704.790000 sec): 3 clusters
  Score: Raw -2384296.539433 + Penalty 3260.246893 = -2381036.292540
  nChanged 62
		SP:Iteration 59Q (9704.830000 sec): 3 clusters
  Score: Raw -2384305.438600 + Penalty 3260.246893 = -2381045.191707
  nChanged 49
		SP:Iteration 60F (9704.890000 sec): 3 clusters
  Score: Raw -2384311.154446 + Penalty 3260.246893 = -2381050.907553
  nChanged 34
		SP:Iteration 61Q (9704.930000 sec): 3 clusters
  Score: Raw -2384315.470339 + Penalty 3260.246893 = -2381055.223445
  nChanged 38
		SP:Iteration 62Q (9704.980000 sec): 3 clusters
  Score: Raw -2384320.356293 + Penalty 3260.246893 = -2381060.109400
  nChanged 35
		SP:Iteration 63Q (9705.030000 sec): 3 clusters
  Score: Raw -2384324.821458 + Penalty 3260.246893 = -2381064.574564
  nChanged 32
		SP:Iteration 64Q (9705.070000 sec): 3 clusters
  Score: Raw -2384329.283736 + Penalty 3260.246893 = -2381069.036843
  nChanged 31
		SP:Iteration 65Q (9705.120000 sec): 3 clusters
  Score: Raw -2384334.142108 + Penalty 3260.246893 = -2381073.895215
  nChanged 43
		SP:Iteration 66Q (9705.170000 sec): 3 clusters
  Score: Raw -2384340.740438 + Penalty 3260.246893 = -2381080.493545
  nChanged 42
		SP:Iteration 67Q (9705.210000 sec): 3 clusters
  Score: Raw -2384346.929855 + Penalty 3260.246893 = -2381086.682961
  nChanged 38
		SP:Iteration 68Q (9705.260000 sec): 3 clusters
  Score: Raw -2384351.909377 + Penalty 3260.246893 = -2381091.662484
  nChanged 37
		SP:Iteration 69Q (9705.300000 sec): 3 clusters
  Score: Raw -2384357.205917 + Penalty 3260.246893 = -2381096.959024
  nChanged 50
		SP:Iteration 70Q (9705.350000 sec): 3 clusters
  Score: Raw -2384364.508359 + Penalty 3260.246893 = -2381104.261466
  nChanged 44
		SP:Iteration 71Q (9705.400000 sec): 3 clusters
  Score: Raw -2384370.346705 + Penalty 3260.246893 = -2381110.099812
  nChanged 37
		SP:Iteration 72Q (9705.440000 sec): 3 clusters
  Score: Raw -2384375.099250 + Penalty 3260.246893 = -2381114.852357
  nChanged 27
		SP:Iteration 73Q (9705.490000 sec): 3 clusters
  Score: Raw -2384377.951396 + Penalty 3260.246893 = -2381117.704503
  nChanged 24
		SP:Iteration 74Q (9705.530000 sec): 3 clusters
  Score: Raw -2384380.540212 + Penalty 3260.246893 = -2381120.293318
  nChanged 23
		SP:Iteration 75Q (9705.580000 sec): 3 clusters
  Score: Raw -2384382.875236 + Penalty 3260.246893 = -2381122.628343
  nChanged 24
		SP:Iteration 76Q (9705.620000 sec): 3 clusters
  Score: Raw -2384385.287685 + Penalty 3260.246893 = -2381125.040792
  nChanged 18
		SP:Iteration 77Q (9705.670000 sec): 3 clusters
  Score: Raw -2384387.497895 + Penalty 3260.246893 = -2381127.251002
  nChanged 24
		SP:Iteration 78Q (9705.720000 sec): 3 clusters
  Score: Raw -2384390.072412 + Penalty 3260.246893 = -2381129.825519
  nChanged 17
		SP:Iteration 79Q (9705.760000 sec): 3 clusters
  Score: Raw -2384391.934672 + Penalty 3260.246893 = -2381131.687779
  nChanged 23
		SP:Iteration 80F (9705.820000 sec): 3 clusters
  Score: Raw -2384394.833951 + Penalty 3260.246893 = -2381134.587058
  nChanged 19
		SP:Iteration 81Q (9705.860000 sec): 3 clusters
  Score: Raw -2384397.332653 + Penalty 3260.246893 = -2381137.085759
  nChanged 13
		SP:Iteration 82Q (9705.900000 sec): 3 clusters
  Score: Raw -2384398.286170 + Penalty 3260.246893 = -2381138.039277
  nChanged 13
		SP:Iteration 83Q (9705.950000 sec): 3 clusters
  Score: Raw -2384399.542814 + Penalty 3260.246893 = -2381139.295921
  nChanged 15
		SP:Iteration 84Q (9706.000000 sec): 3 clusters
  Score: Raw -2384401.190211 + Penalty 3260.246893 = -2381140.943317
  nChanged 16
		SP:Iteration 85Q (9706.040000 sec): 3 clusters
  Score: Raw -2384402.524383 + Penalty 3260.246893 = -2381142.277489
  nChanged 15
		SP:Iteration 86Q (9706.090000 sec): 3 clusters
  Score: Raw -2384403.617224 + Penalty 3260.246893 = -2381143.370331
  nChanged 19
		SP:Iteration 87Q (9706.130000 sec): 3 clusters
  Score: Raw -2384405.658269 + Penalty 3260.246893 = -2381145.411375
  nChanged 14
		SP:Iteration 88Q (9706.180000 sec): 3 clusters
  Score: Raw -2384406.980286 + Penalty 3260.246893 = -2381146.733393
  nChanged 18
		SP:Iteration 89Q (9706.220000 sec): 3 clusters
  Score: Raw -2384409.067128 + Penalty 3260.246893 = -2381148.820235
  nChanged 17
		SP:Iteration 90Q (9706.270000 sec): 3 clusters
  Score: Raw -2384410.816550 + Penalty 3260.246893 = -2381150.569656
  nChanged 15
		SP:Iteration 91Q (9706.310000 sec): 3 clusters
  Score: Raw -2384412.077621 + Penalty 3260.246893 = -2381151.830728
  nChanged 12
		SP:Iteration 92Q (9706.360000 sec): 3 clusters
  Score: Raw -2384413.060811 + Penalty 3260.246893 = -2381152.813918
  nChanged 12
		SP:Iteration 93Q (9706.400000 sec): 3 clusters
  Score: Raw -2384414.194694 + Penalty 3260.246893 = -2381153.947801
  nChanged 14
		SP:Iteration 94Q (9706.450000 sec): 3 clusters
  Score: Raw -2384415.638615 + Penalty 3260.246893 = -2381155.391722
  nChanged 11
		SP:Iteration 95Q (9706.490000 sec): 3 clusters
  Score: Raw -2384416.411764 + Penalty 3260.246893 = -2381156.164871
  nChanged 8
		SP:Iteration 96Q (9706.540000 sec): 3 clusters
  Score: Raw -2384416.844923 + Penalty 3260.246893 = -2381156.598030
  nChanged 6
		SP:Iteration 97Q (9706.580000 sec): 3 clusters
  Score: Raw -2384417.494301 + Penalty 3260.246893 = -2381157.247408
  nChanged 9
		SP:Iteration 98Q (9706.630000 sec): 3 clusters
  Score: Raw -2384418.275813 + Penalty 3260.246893 = -2381158.028920
  nChanged 16
		SP:Iteration 99Q (9706.670000 sec): 3 clusters
  Score: Raw -2384419.702343 + Penalty 3260.246893 = -2381159.455450
  nChanged 11
		SP:Iteration 100F (9706.730000 sec): 3 clusters
  Score: Raw -2384420.519829 + Penalty 3260.246893 = -2381160.272936
  nChanged 6
		SP:Iteration 101Q (9706.770000 sec): 3 clusters
  Score: Raw -2384421.301479 + Penalty 3260.246893 = -2381161.054586
  nChanged 9
		SP:Iteration 102Q (9706.820000 sec): 3 clusters
  Score: Raw -2384422.327911 + Penalty 3260.246893 = -2381162.081018
  nChanged 8
		SP:Iteration 103Q (9706.860000 sec): 3 clusters
  Score: Raw -2384423.087786 + Penalty 3260.246893 = -2381162.840892
  nChanged 11
		SP:Iteration 104Q (9706.910000 sec): 3 clusters
  Score: Raw -2384424.475584 + Penalty 3260.246893 = -2381164.228691
  nChanged 10
		SP:Iteration 105Q (9706.950000 sec): 3 clusters
  Score: Raw -2384425.139349 + Penalty 3260.246893 = -2381164.892456
  nChanged 6
		SP:Iteration 106Q (9707.000000 sec): 3 clusters
  Score: Raw -2384425.794512 + Penalty 3260.246893 = -2381165.547619
  nChanged 5
		SP:Iteration 107Q (9707.040000 sec): 3 clusters
  Score: Raw -2384426.635528 + Penalty 3260.246893 = -2381166.388634
  nChanged 7
		SP:Iteration 108Q (9707.080000 sec): 3 clusters
  Score: Raw -2384427.436541 + Penalty 3260.246893 = -2381167.189648
  nChanged 14
		SP:Iteration 109Q (9707.130000 sec): 3 clusters
  Score: Raw -2384428.707037 + Penalty 3260.246893 = -2381168.460144
  nChanged 12
		SP:Iteration 110Q (9707.180000 sec): 3 clusters
  Score: Raw -2384429.831202 + Penalty 3260.246893 = -2381169.584309
  nChanged 9
		SP:Iteration 111Q (9707.220000 sec): 3 clusters
  Score: Raw -2384430.862961 + Penalty 3260.246893 = -2381170.616068
  nChanged 11
		SP:Iteration 112Q (9707.260000 sec): 3 clusters
  Score: Raw -2384431.711212 + Penalty 3260.246893 = -2381171.464319
  nChanged 10
		SP:Iteration 113Q (9707.310000 sec): 3 clusters
  Score: Raw -2384432.499582 + Penalty 3260.246893 = -2381172.252688
  nChanged 7
		SP:Iteration 114Q (9707.350000 sec): 3 clusters
  Score: Raw -2384433.058323 + Penalty 3260.246893 = -2381172.811430
  nChanged 6
		SP:Iteration 115Q (9707.400000 sec): 3 clusters
  Score: Raw -2384433.535367 + Penalty 3260.246893 = -2381173.288474
  nChanged 7
		SP:Iteration 116Q (9707.440000 sec): 3 clusters
  Score: Raw -2384433.894033 + Penalty 3260.246893 = -2381173.647139
  nChanged 4
		SP:Iteration 117Q (9707.480000 sec): 3 clusters
  Score: Raw -2384434.084320 + Penalty 3260.246893 = -2381173.837426
  nChanged 4
		SP:Iteration 118Q (9707.530000 sec): 3 clusters
  Score: Raw -2384434.440143 + Penalty 3260.246893 = -2381174.193250
  nChanged 5
		SP:Iteration 119Q (9707.580000 sec): 3 clusters
  Score: Raw -2384434.806495 + Penalty 3260.246893 = -2381174.559601
  nChanged 5
		SP:Iteration 120F (9707.630000 sec): 3 clusters
  Score: Raw -2384435.083233 + Penalty 3260.246893 = -2381174.836340
  nChanged 4
		SP:Iteration 121Q (9707.680000 sec): 3 clusters
  Score: Raw -2384435.244231 + Penalty 3260.246893 = -2381174.997338
  nChanged 4
		SP:Iteration 122Q (9707.720000 sec): 3 clusters
  Score: Raw -2384435.595617 + Penalty 3260.246893 = -2381175.348724
  nChanged 4
		SP:Iteration 123Q (9707.760000 sec): 3 clusters
  Score: Raw -2384436.005394 + Penalty 3260.246893 = -2381175.758500
  nChanged 8
		SP:Iteration 124Q (9707.810000 sec): 3 clusters
  Score: Raw -2384436.479971 + Penalty 3260.246893 = -2381176.233078
  nChanged 5
		SP:Iteration 125Q (9707.850000 sec): 3 clusters
  Score: Raw -2384436.874135 + Penalty 3260.246893 = -2381176.627242
  nChanged 5
		SP:Iteration 126Q (9707.900000 sec): 3 clusters
  Score: Raw -2384437.268584 + Penalty 3260.246893 = -2381177.021691
  nChanged 3
		SP:Iteration 127Q (9707.940000 sec): 3 clusters
  Score: Raw -2384437.423262 + Penalty 3260.246893 = -2381177.176369
  nChanged 2
		SP:Iteration 128Q (9707.980000 sec): 3 clusters
  Score: Raw -2384437.589365 + Penalty 3260.246893 = -2381177.342471
  nChanged 4
		SP:Iteration 129Q (9708.030000 sec): 3 clusters
  Score: Raw -2384437.954650 + Penalty 3260.246893 = -2381177.707756
  nChanged 4
		SP:Iteration 130Q (9708.080000 sec): 3 clusters
  Score: Raw -2384438.204546 + Penalty 3260.246893 = -2381177.957653
  nChanged 5
		SP:Iteration 131Q (9708.120000 sec): 3 clusters
  Score: Raw -2384438.522726 + Penalty 3260.246893 = -2381178.275832
  nChanged 4
		SP:Iteration 132Q (9708.160000 sec): 3 clusters
  Score: Raw -2384438.770665 + Penalty 3260.246893 = -2381178.523772
  nChanged 0
		SP:Iteration 133F (9708.220000 sec): 3 clusters
  Score: Raw -2384438.770665 + Penalty 3260.246893 = -2381178.523772
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9708.240000 sec): 2 clusters
  Score: Raw -155903.661629 + Penalty 1202.700080 = -154700.961549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9708.240000 sec): 3 clusters
  Score: Raw -155247.600963 + Penalty 2405.400161 = -152842.200802
  nChanged 531
		SP:Iteration 1F (9708.240000 sec): 3 clusters
  Score: Raw -155627.569204 + Penalty 2405.400161 = -153222.169043
  nChanged 124
		SP:Iteration 2F (9708.250000 sec): 3 clusters
  Score: Raw -155742.072708 + Penalty 2405.400161 = -153336.672547
  nChanged 88
		SP:Iteration 3F (9708.250000 sec): 3 clusters
  Score: Raw -155838.280294 + Penalty 2405.400161 = -153432.880133
  nChanged 74
		SP:Iteration 4Q (9708.260000 sec): 3 clusters
  Score: Raw -155919.511690 + Penalty 2405.400161 = -153514.111529
  nChanged 66
		SP:Iteration 5Q (9708.260000 sec): 3 clusters
  Score: Raw -156002.464294 + Penalty 2405.400161 = -153597.064133
  nChanged 66
		SP:Iteration 6Q (9708.260000 sec): 3 clusters
  Score: Raw -156078.745915 + Penalty 2405.400161 = -153673.345754
  nChanged 60
		SP:Iteration 7Q (9708.270000 sec): 3 clusters
  Score: Raw -156132.354779 + Penalty 2405.400161 = -153726.954618
  nChanged 42
		SP:Iteration 8Q (9708.270000 sec): 3 clusters
  Score: Raw -156169.949554 + Penalty 2405.400161 = -153764.549393
  nChanged 33
		SP:Iteration 9Q (9708.270000 sec): 3 clusters
  Score: Raw -156203.136188 + Penalty 2405.400161 = -153797.736027
  nChanged 45
		SP:Iteration 10Q (9708.280000 sec): 3 clusters
  Score: Raw -156251.190413 + Penalty 2405.400161 = -153845.790252
  nChanged 41
		SP:Iteration 11Q (9708.280000 sec): 3 clusters
  Score: Raw -156307.297194 + Penalty 2405.400161 = -153901.897033
  nChanged 55
		SP:Iteration 12Q (9708.280000 sec): 3 clusters
  Score: Raw -156380.926348 + Penalty 2405.400161 = -153975.526187
  nChanged 59
		SP:Iteration 13Q (9708.290000 sec): 3 clusters
  Score: Raw -156455.387960 + Penalty 2405.400161 = -154049.987799
  nChanged 52
		SP:Iteration 14Q (9708.290000 sec): 3 clusters
  Score: Raw -156522.672739 + Penalty 2405.400161 = -154117.272578
  nChanged 29
		SP:Iteration 15Q (9708.300000 sec): 3 clusters
  Score: Raw -156553.341283 + Penalty 2405.400161 = -154147.941122
  nChanged 20
		SP:Iteration 16Q (9708.300000 sec): 3 clusters
  Score: Raw -156574.517026 + Penalty 2405.400161 = -154169.116865
  nChanged 26
		SP:Iteration 17Q (9708.300000 sec): 3 clusters
  Score: Raw -156604.514852 + Penalty 2405.400161 = -154199.114691
  nChanged 23
		SP:Iteration 18Q (9708.300000 sec): 3 clusters
  Score: Raw -156630.519152 + Penalty 2405.400161 = -154225.118991
  nChanged 23
		SP:Iteration 19Q (9708.310000 sec): 3 clusters
  Score: Raw -156657.502278 + Penalty 2405.400161 = -154252.102117
  nChanged 19
		SP:Iteration 20F (9708.310000 sec): 3 clusters
  Score: Raw -156672.012977 + Penalty 2405.400161 = -154266.612816
  nChanged 11
		SP:Iteration 21Q (9708.320000 sec): 3 clusters
  Score: Raw -156682.237226 + Penalty 2405.400161 = -154276.837065
  nChanged 7
		SP:Iteration 22Q (9708.320000 sec): 3 clusters
  Score: Raw -156688.137894 + Penalty 2405.400161 = -154282.737733
  nChanged 3
		SP:Iteration 23Q (9708.320000 sec): 3 clusters
  Score: Raw -156690.456308 + Penalty 2405.400161 = -154285.056147
  nChanged 3
		SP:Iteration 24Q (9708.320000 sec): 3 clusters
  Score: Raw -156693.023347 + Penalty 2405.400161 = -154287.623186
  nChanged 1
		SP:Iteration 25Q (9708.330000 sec): 3 clusters
  Score: Raw -156693.662244 + Penalty 2405.400161 = -154288.262083
  nChanged 2
		SP:Iteration 26Q (9708.330000 sec): 3 clusters
  Score: Raw -156695.165581 + Penalty 2405.400161 = -154289.765420
  nChanged 1
		SP:Iteration 27Q (9708.330000 sec): 3 clusters
  Score: Raw -156695.511972 + Penalty 2405.400161 = -154290.111811
  nChanged 0
		SP:Iteration 28F (9708.340000 sec): 3 clusters
  Score: Raw -156695.511972 + Penalty 2405.400161 = -154290.111811
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9708.340000 sec): 2 clusters
  Score: Raw -142095.319737 + Penalty 1196.635944 = -140898.683793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9708.350000 sec): 3 clusters
  Score: Raw -141491.577450 + Penalty 2393.271888 = -139098.305563
  nChanged 528
		SP:Iteration 1F (9708.350000 sec): 3 clusters
  Score: Raw -141934.483550 + Penalty 2393.271888 = -139541.211662
  nChanged 128
		SP:Iteration 2F (9708.360000 sec): 3 clusters
  Score: Raw -142064.230277 + Penalty 2393.271888 = -139670.958389
  nChanged 81
		SP:Iteration 3F (9708.360000 sec): 3 clusters
  Score: Raw -142142.808789 + Penalty 2393.271888 = -139749.536901
  nChanged 40
		SP:Iteration 4Q (9708.360000 sec): 3 clusters
  Score: Raw -142188.602166 + Penalty 2393.271888 = -139795.330278
  nChanged 29
		SP:Iteration 5Q (9708.360000 sec): 3 clusters
  Score: Raw -142216.589209 + Penalty 2393.271888 = -139823.317321
  nChanged 22
		SP:Iteration 6Q (9708.370000 sec): 3 clusters
  Score: Raw -142231.309181 + Penalty 2393.271888 = -139838.037293
  nChanged 21
		SP:Iteration 7Q (9708.370000 sec): 3 clusters
  Score: Raw -142245.770971 + Penalty 2393.271888 = -139852.499083
  nChanged 12
		SP:Iteration 8Q (9708.380000 sec): 3 clusters
  Score: Raw -142253.597519 + Penalty 2393.271888 = -139860.325631
  nChanged 9
		SP:Iteration 9Q (9708.380000 sec): 3 clusters
  Score: Raw -142267.445332 + Penalty 2393.271888 = -139874.173444
  nChanged 11
		SP:Iteration 10Q (9708.380000 sec): 3 clusters
  Score: Raw -142286.332078 + Penalty 2393.271888 = -139893.060190
  nChanged 19
		SP:Iteration 11Q (9708.390000 sec): 3 clusters
  Score: Raw -142306.841757 + Penalty 2393.271888 = -139913.569869
  nChanged 24
		SP:Iteration 12Q (9708.390000 sec): 3 clusters
  Score: Raw -142333.684964 + Penalty 2393.271888 = -139940.413076
  nChanged 19
		SP:Iteration 13Q (9708.390000 sec): 3 clusters
  Score: Raw -142352.241455 + Penalty 2393.271888 = -139958.969567
  nChanged 25
		SP:Iteration 14Q (9708.400000 sec): 3 clusters
  Score: Raw -142377.286473 + Penalty 2393.271888 = -139984.014585
  nChanged 24
		SP:Iteration 15Q (9708.400000 sec): 3 clusters
  Score: Raw -142403.031613 + Penalty 2393.271888 = -140009.759725
  nChanged 27
		SP:Iteration 16Q (9708.400000 sec): 3 clusters
  Score: Raw -142431.305971 + Penalty 2393.271888 = -140038.034083
  nChanged 29
		SP:Iteration 17Q (9708.410000 sec): 3 clusters
  Score: Raw -142459.477810 + Penalty 2393.271888 = -140066.205922
  nChanged 34
		SP:Iteration 18Q (9708.410000 sec): 3 clusters
  Score: Raw -142490.723525 + Penalty 2393.271888 = -140097.451637
  nChanged 28
		SP:Iteration 19Q (9708.420000 sec): 3 clusters
  Score: Raw -142517.755413 + Penalty 2393.271888 = -140124.483525
  nChanged 35
		SP:Iteration 20F (9708.420000 sec): 3 clusters
  Score: Raw -142550.390440 + Penalty 2393.271888 = -140157.118552
  nChanged 25
		SP:Iteration 21Q (9708.420000 sec): 3 clusters
  Score: Raw -142571.958083 + Penalty 2393.271888 = -140178.686195
  nChanged 17
		SP:Iteration 22Q (9708.420000 sec): 3 clusters
  Score: Raw -142584.947947 + Penalty 2393.271888 = -140191.676059
  nChanged 14
		SP:Iteration 23Q (9708.430000 sec): 3 clusters
  Score: Raw -142594.949206 + Penalty 2393.271888 = -140201.677318
  nChanged 9
		SP:Iteration 24Q (9708.430000 sec): 3 clusters
  Score: Raw -142600.313219 + Penalty 2393.271888 = -140207.041331
  nChanged 8
		SP:Iteration 25Q (9708.440000 sec): 3 clusters
  Score: Raw -142606.724536 + Penalty 2393.271888 = -140213.452649
  nChanged 8
		SP:Iteration 26Q (9708.440000 sec): 3 clusters
  Score: Raw -142612.001153 + Penalty 2393.271888 = -140218.729265
  nChanged 6
		SP:Iteration 27Q (9708.440000 sec): 3 clusters
  Score: Raw -142614.843964 + Penalty 2393.271888 = -140221.572076
  nChanged 6
		SP:Iteration 28Q (9708.440000 sec): 3 clusters
  Score: Raw -142617.370107 + Penalty 2393.271888 = -140224.098219
  nChanged 2
		SP:Iteration 29Q (9708.450000 sec): 3 clusters
  Score: Raw -142618.262478 + Penalty 2393.271888 = -140224.990590
  nChanged 5
		SP:Iteration 30Q (9708.450000 sec): 3 clusters
  Score: Raw -142620.511471 + Penalty 2393.271888 = -140227.239583
  nChanged 2
		SP:Iteration 31Q (9708.460000 sec): 3 clusters
  Score: Raw -142621.530543 + Penalty 2393.271888 = -140228.258655
  nChanged 2
		SP:Iteration 32Q (9708.460000 sec): 3 clusters
  Score: Raw -142622.280044 + Penalty 2393.271888 = -140229.008156
  nChanged 0
		SP:Iteration 33F (9708.460000 sec): 3 clusters
  Score: Raw -142622.280044 + Penalty 2393.271888 = -140229.008156
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9708.480000 sec): 2 clusters
  Score: Raw -437146.906118 + Penalty 1366.235246 = -435780.670872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9708.490000 sec): 3 clusters
  Score: Raw -434855.320876 + Penalty 2732.470492 = -432122.850384
  nChanged 1801
		SP:Iteration 1F (9708.500000 sec): 3 clusters
  Score: Raw -435823.336065 + Penalty 2732.470492 = -433090.865572
  nChanged 308
		SP:Iteration 2F (9708.510000 sec): 3 clusters
  Score: Raw -435996.563343 + Penalty 2732.470492 = -433264.092851
  nChanged 224
		SP:Iteration 3Q (9708.520000 sec): 3 clusters
  Score: Raw -436099.088077 + Penalty 2732.470492 = -433366.617584
  nChanged 171
		SP:Iteration 4Q (9708.530000 sec): 3 clusters
  Score: Raw -436182.827373 + Penalty 2732.470492 = -433450.356880
  nChanged 164
		SP:Iteration 5Q (9708.540000 sec): 3 clusters
  Score: Raw -436259.176722 + Penalty 2732.470492 = -433526.706229
  nChanged 152
		SP:Iteration 6Q (9708.550000 sec): 3 clusters
  Score: Raw -436336.720791 + Penalty 2732.470492 = -433604.250298
  nChanged 137
		SP:Iteration 7Q (9708.560000 sec): 3 clusters
  Score: Raw -436413.757079 + Penalty 2732.470492 = -433681.286587
  nChanged 138
		SP:Iteration 8Q (9708.570000 sec): 3 clusters
  Score: Raw -436490.420888 + Penalty 2732.470492 = -433757.950396
  nChanged 161
		SP:Iteration 9Q (9708.580000 sec): 3 clusters
  Score: Raw -436588.764691 + Penalty 2732.470492 = -433856.294199
  nChanged 190
		SP:Iteration 10Q (9708.590000 sec): 3 clusters
  Score: Raw -436727.438661 + Penalty 2732.470492 = -433994.968169
  nChanged 181
		SP:Iteration 11Q (9708.600000 sec): 3 clusters
  Score: Raw -436864.293955 + Penalty 2732.470492 = -434131.823463
  nChanged 172
		SP:Iteration 12Q (9708.610000 sec): 3 clusters
  Score: Raw -436991.442316 + Penalty 2732.470492 = -434258.971823
  nChanged 145
		SP:Iteration 13Q (9708.620000 sec): 3 clusters
  Score: Raw -437103.504300 + Penalty 2732.470492 = -434371.033807
  nChanged 120
		SP:Iteration 14Q (9708.630000 sec): 3 clusters
  Score: Raw -437191.279692 + Penalty 2732.470492 = -434458.809200
  nChanged 81
		SP:Iteration 15Q (9708.640000 sec): 3 clusters
  Score: Raw -437252.066730 + Penalty 2732.470492 = -434519.596237
  nChanged 62
		SP:Iteration 16Q (9708.650000 sec): 3 clusters
  Score: Raw -437297.114584 + Penalty 2732.470492 = -434564.644091
  nChanged 47
		SP:Iteration 17Q (9708.660000 sec): 3 clusters
  Score: Raw -437327.626235 + Penalty 2732.470492 = -434595.155743
  nChanged 38
		SP:Iteration 18Q (9708.670000 sec): 3 clusters
  Score: Raw -437353.928626 + Penalty 2732.470492 = -434621.458134
  nChanged 25
		SP:Iteration 19Q (9708.680000 sec): 3 clusters
  Score: Raw -437372.773690 + Penalty 2732.470492 = -434640.303197
  nChanged 19
		SP:Iteration 20F (9708.690000 sec): 3 clusters
  Score: Raw -437387.003712 + Penalty 2732.470492 = -434654.533219
  nChanged 12
		SP:Iteration 21Q (9708.700000 sec): 3 clusters
  Score: Raw -437397.216943 + Penalty 2732.470492 = -434664.746450
  nChanged 7
		SP:Iteration 22Q (9708.710000 sec): 3 clusters
  Score: Raw -437400.864219 + Penalty 2732.470492 = -434668.393727
  nChanged 7
		SP:Iteration 23Q (9708.720000 sec): 3 clusters
  Score: Raw -437406.342231 + Penalty 2732.470492 = -434673.871738
  nChanged 4
		SP:Iteration 24Q (9708.730000 sec): 3 clusters
  Score: Raw -437407.679633 + Penalty 2732.470492 = -434675.209141
  nChanged 1
		SP:Iteration 25Q (9708.740000 sec): 3 clusters
  Score: Raw -437408.279541 + Penalty 2732.470492 = -434675.809048
  nChanged 0
		SP:Iteration 26F (9708.750000 sec): 3 clusters
  Score: Raw -437408.279541 + Penalty 2732.470492 = -434675.809048
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9708.780000 sec): 2 clusters
  Score: Raw -1329916.069829 + Penalty 1540.348705 = -1328375.721123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9708.820000 sec): 3 clusters
  Score: Raw -1322263.704203 + Penalty 3080.697411 = -1319183.006792
  nChanged 5838
		SP:Iteration 1F (9708.850000 sec): 3 clusters
  Score: Raw -1325382.608522 + Penalty 3080.697411 = -1322301.911111
  nChanged 783
		SP:Iteration 2F (9708.880000 sec): 3 clusters
  Score: Raw -1325706.219836 + Penalty 3080.697411 = -1322625.522425
  nChanged 651
		SP:Iteration 3Q (9708.910000 sec): 3 clusters
  Score: Raw -1325992.521783 + Penalty 3080.697411 = -1322911.824372
  nChanged 610
		SP:Iteration 4Q (9708.940000 sec): 3 clusters
  Score: Raw -1326287.275901 + Penalty 3080.697411 = -1323206.578490
  nChanged 600
		SP:Iteration 5Q (9708.970000 sec): 3 clusters
  Score: Raw -1326597.027938 + Penalty 3080.697411 = -1323516.330527
  nChanged 642
		SP:Iteration 6Q (9709.000000 sec): 3 clusters
  Score: Raw -1326959.961272 + Penalty 3080.697411 = -1323879.263861
  nChanged 619
		SP:Iteration 7Q (9709.030000 sec): 3 clusters
  Score: Raw -1327338.036226 + Penalty 3080.697411 = -1324257.338815
  nChanged 595
		SP:Iteration 8Q (9709.060000 sec): 3 clusters
  Score: Raw -1327682.069475 + Penalty 3080.697411 = -1324601.372064
  nChanged 542
		SP:Iteration 9Q (9709.090000 sec): 3 clusters
  Score: Raw -1327983.101956 + Penalty 3080.697411 = -1324902.404545
  nChanged 479
		SP:Iteration 10Q (9709.120000 sec): 3 clusters
  Score: Raw -1328222.185392 + Penalty 3080.697411 = -1325141.487981
  nChanged 432
		SP:Iteration 11Q (9709.140000 sec): 3 clusters
  Score: Raw -1328427.707759 + Penalty 3080.697411 = -1325347.010348
  nChanged 398
		SP:Iteration 12Q (9709.170000 sec): 3 clusters
  Score: Raw -1328623.116041 + Penalty 3080.697411 = -1325542.418630
  nChanged 357
		SP:Iteration 13Q (9709.200000 sec): 3 clusters
  Score: Raw -1328784.243585 + Penalty 3080.697411 = -1325703.546174
  nChanged 330
		SP:Iteration 14Q (9709.230000 sec): 3 clusters
  Score: Raw -1328932.930899 + Penalty 3080.697411 = -1325852.233488
  nChanged 318
		SP:Iteration 15Q (9709.260000 sec): 3 clusters
  Score: Raw -1329069.823681 + Penalty 3080.697411 = -1325989.126270
  nChanged 299
		SP:Iteration 16Q (9709.280000 sec): 3 clusters
  Score: Raw -1329183.524653 + Penalty 3080.697411 = -1326102.827242
  nChanged 262
		SP:Iteration 17Q (9709.310000 sec): 3 clusters
  Score: Raw -1329297.887170 + Penalty 3080.697411 = -1326217.189759
  nChanged 258
		SP:Iteration 18Q (9709.340000 sec): 3 clusters
  Score: Raw -1329412.290989 + Penalty 3080.697411 = -1326331.593579
  nChanged 236
		SP:Iteration 19Q (9709.360000 sec): 3 clusters
  Score: Raw -1329515.995925 + Penalty 3080.697411 = -1326435.298515
  nChanged 218
		SP:Iteration 20F (9709.400000 sec): 3 clusters
  Score: Raw -1329624.096214 + Penalty 3080.697411 = -1326543.398803
  nChanged 197
		SP:Iteration 21Q (9709.420000 sec): 3 clusters
  Score: Raw -1329727.936754 + Penalty 3080.697411 = -1326647.239343
  nChanged 171
		SP:Iteration 22Q (9709.440000 sec): 3 clusters
  Score: Raw -1329807.875268 + Penalty 3080.697411 = -1326727.177857
  nChanged 141
		SP:Iteration 23Q (9709.470000 sec): 3 clusters
  Score: Raw -1329870.731760 + Penalty 3080.697411 = -1326790.034349
  nChanged 114
		SP:Iteration 24Q (9709.500000 sec): 3 clusters
  Score: Raw -1329921.855919 + Penalty 3080.697411 = -1326841.158508
  nChanged 90
		SP:Iteration 25Q (9709.520000 sec): 3 clusters
  Score: Raw -1329965.445501 + Penalty 3080.697411 = -1326884.748090
  nChanged 79
		SP:Iteration 26Q (9709.540000 sec): 3 clusters
  Score: Raw -1329999.512066 + Penalty 3080.697411 = -1326918.814655
  nChanged 66
		SP:Iteration 27Q (9709.570000 sec): 3 clusters
  Score: Raw -1330027.571773 + Penalty 3080.697411 = -1326946.874362
  nChanged 42
		SP:Iteration 28Q (9709.590000 sec): 3 clusters
  Score: Raw -1330044.810964 + Penalty 3080.697411 = -1326964.113553
  nChanged 31
		SP:Iteration 29Q (9709.610000 sec): 3 clusters
  Score: Raw -1330057.442484 + Penalty 3080.697411 = -1326976.745073
  nChanged 29
		SP:Iteration 30Q (9709.640000 sec): 3 clusters
  Score: Raw -1330069.655294 + Penalty 3080.697411 = -1326988.957883
  nChanged 27
		SP:Iteration 31Q (9709.660000 sec): 3 clusters
  Score: Raw -1330080.910622 + Penalty 3080.697411 = -1327000.213211
  nChanged 25
		SP:Iteration 32Q (9709.680000 sec): 3 clusters
  Score: Raw -1330092.825178 + Penalty 3080.697411 = -1327012.127767
  nChanged 28
		SP:Iteration 33Q (9709.710000 sec): 3 clusters
  Score: Raw -1330106.067153 + Penalty 3080.697411 = -1327025.369742
  nChanged 21
		SP:Iteration 34Q (9709.730000 sec): 3 clusters
  Score: Raw -1330116.753124 + Penalty 3080.697411 = -1327036.055713
  nChanged 21
		SP:Iteration 35Q (9709.750000 sec): 3 clusters
  Score: Raw -1330126.443161 + Penalty 3080.697411 = -1327045.745750
  nChanged 17
		SP:Iteration 36Q (9709.780000 sec): 3 clusters
  Score: Raw -1330132.450063 + Penalty 3080.697411 = -1327051.752652
  nChanged 12
		SP:Iteration 37Q (9709.800000 sec): 3 clusters
  Score: Raw -1330137.868740 + Penalty 3080.697411 = -1327057.171329
  nChanged 17
		SP:Iteration 38Q (9709.820000 sec): 3 clusters
  Score: Raw -1330145.113858 + Penalty 3080.697411 = -1327064.416447
  nChanged 5
		SP:Iteration 39Q (9709.840000 sec): 3 clusters
  Score: Raw -1330146.622453 + Penalty 3080.697411 = -1327065.925043
  nChanged 4
		SP:Iteration 40F (9709.870000 sec): 3 clusters
  Score: Raw -1330147.968885 + Penalty 3080.697411 = -1327067.271474
  nChanged 4
		SP:Iteration 41Q (9709.900000 sec): 3 clusters
  Score: Raw -1330149.206695 + Penalty 3080.697411 = -1327068.509284
  nChanged 4
		SP:Iteration 42Q (9709.920000 sec): 3 clusters
  Score: Raw -1330150.426108 + Penalty 3080.697411 = -1327069.728697
  nChanged 5
		SP:Iteration 43Q (9709.940000 sec): 3 clusters
  Score: Raw -1330152.036302 + Penalty 3080.697411 = -1327071.338891
  nChanged 2
		SP:Iteration 44Q (9709.960000 sec): 3 clusters
  Score: Raw -1330152.570809 + Penalty 3080.697411 = -1327071.873398
  nChanged 0
		SP:Iteration 45F (9709.990000 sec): 3 clusters
  Score: Raw -1330152.570809 + Penalty 3080.697411 = -1327071.873398
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9710.010000 sec): 2 clusters
  Score: Raw -336054.287279 + Penalty 1336.034006 = -334718.253273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9710.020000 sec): 3 clusters
  Score: Raw -334211.913202 + Penalty 2672.068012 = -331539.845190
  nChanged 1437
		SP:Iteration 1F (9710.030000 sec): 3 clusters
  Score: Raw -335010.845068 + Penalty 2672.068012 = -332338.777057
  nChanged 292
		SP:Iteration 2F (9710.040000 sec): 3 clusters
  Score: Raw -335188.582847 + Penalty 2672.068012 = -332516.514836
  nChanged 196
		SP:Iteration 3F (9710.040000 sec): 3 clusters
  Score: Raw -335301.456256 + Penalty 2672.068012 = -332629.388244
  nChanged 160
		SP:Iteration 4Q (9710.050000 sec): 3 clusters
  Score: Raw -335399.429424 + Penalty 2672.068012 = -332727.361412
  nChanged 161
		SP:Iteration 5Q (9710.060000 sec): 3 clusters
  Score: Raw -335513.615149 + Penalty 2672.068012 = -332841.547137
  nChanged 140
		SP:Iteration 6Q (9710.070000 sec): 3 clusters
  Score: Raw -335623.427896 + Penalty 2672.068012 = -332951.359885
  nChanged 152
		SP:Iteration 7Q (9710.080000 sec): 3 clusters
  Score: Raw -335733.935273 + Penalty 2672.068012 = -333061.867261
  nChanged 153
		SP:Iteration 8Q (9710.090000 sec): 3 clusters
  Score: Raw -335850.954060 + Penalty 2672.068012 = -333178.886048
  nChanged 137
		SP:Iteration 9Q (9710.100000 sec): 3 clusters
  Score: Raw -335979.683491 + Penalty 2672.068012 = -333307.615479
  nChanged 129
		SP:Iteration 10Q (9710.100000 sec): 3 clusters
  Score: Raw -336110.921029 + Penalty 2672.068012 = -333438.853017
  nChanged 146
		SP:Iteration 11Q (9710.110000 sec): 3 clusters
  Score: Raw -336234.875296 + Penalty 2672.068012 = -333562.807284
  nChanged 120
		SP:Iteration 12Q (9710.120000 sec): 3 clusters
  Score: Raw -336331.432777 + Penalty 2672.068012 = -333659.364766
  nChanged 103
		SP:Iteration 13Q (9710.130000 sec): 3 clusters
  Score: Raw -336416.030833 + Penalty 2672.068012 = -333743.962822
  nChanged 89
		SP:Iteration 14Q (9710.140000 sec): 3 clusters
  Score: Raw -336482.856590 + Penalty 2672.068012 = -333810.788578
  nChanged 83
		SP:Iteration 15Q (9710.150000 sec): 3 clusters
  Score: Raw -336543.907593 + Penalty 2672.068012 = -333871.839581
  nChanged 62
		SP:Iteration 16Q (9710.160000 sec): 3 clusters
  Score: Raw -336585.639419 + Penalty 2672.068012 = -333913.571408
  nChanged 50
		SP:Iteration 17Q (9710.160000 sec): 3 clusters
  Score: Raw -336617.519805 + Penalty 2672.068012 = -333945.451794
  nChanged 38
		SP:Iteration 18Q (9710.170000 sec): 3 clusters
  Score: Raw -336641.087156 + Penalty 2672.068012 = -333969.019144
  nChanged 34
		SP:Iteration 19Q (9710.180000 sec): 3 clusters
  Score: Raw -336660.577616 + Penalty 2672.068012 = -333988.509604
  nChanged 25
		SP:Iteration 20F (9710.190000 sec): 3 clusters
  Score: Raw -336671.676526 + Penalty 2672.068012 = -333999.608514
  nChanged 19
		SP:Iteration 21Q (9710.200000 sec): 3 clusters
  Score: Raw -336678.721887 + Penalty 2672.068012 = -334006.653875
  nChanged 8
		SP:Iteration 22Q (9710.200000 sec): 3 clusters
  Score: Raw -336681.407010 + Penalty 2672.068012 = -334009.338998
  nChanged 6
		SP:Iteration 23Q (9710.210000 sec): 3 clusters
  Score: Raw -336683.013072 + Penalty 2672.068012 = -334010.945060
  nChanged 2
		SP:Iteration 24Q (9710.220000 sec): 3 clusters
  Score: Raw -336683.479025 + Penalty 2672.068012 = -334011.411013
  nChanged 3
		SP:Iteration 25Q (9710.230000 sec): 3 clusters
  Score: Raw -336685.111211 + Penalty 2672.068012 = -334013.043199
  nChanged 5
		SP:Iteration 26Q (9710.240000 sec): 3 clusters
  Score: Raw -336686.785532 + Penalty 2672.068012 = -334014.717521
  nChanged 5
		SP:Iteration 27Q (9710.240000 sec): 3 clusters
  Score: Raw -336690.641624 + Penalty 2672.068012 = -334018.573613
  nChanged 10
		SP:Iteration 28Q (9710.250000 sec): 3 clusters
  Score: Raw -336693.695945 + Penalty 2672.068012 = -334021.627933
  nChanged 4
		SP:Iteration 29Q (9710.260000 sec): 3 clusters
  Score: Raw -336694.756463 + Penalty 2672.068012 = -334022.688451
  nChanged 3
		SP:Iteration 30Q (9710.260000 sec): 3 clusters
  Score: Raw -336695.840789 + Penalty 2672.068012 = -334023.772777
  nChanged 2
		SP:Iteration 31Q (9710.270000 sec): 3 clusters
  Score: Raw -336696.583982 + Penalty 2672.068012 = -334024.515970
  nChanged 3
		SP:Iteration 32Q (9710.280000 sec): 3 clusters
  Score: Raw -336697.297471 + Penalty 2672.068012 = -334025.229459
  nChanged 3
		SP:Iteration 33Q (9710.290000 sec): 3 clusters
  Score: Raw -336697.883860 + Penalty 2672.068012 = -334025.815848
  nChanged 3
		SP:Iteration 34Q (9710.300000 sec): 3 clusters
  Score: Raw -336698.945317 + Penalty 2672.068012 = -334026.877305
  nChanged 2
		SP:Iteration 35Q (9710.300000 sec): 3 clusters
  Score: Raw -336699.564795 + Penalty 2672.068012 = -334027.496783
  nChanged 1
		SP:Iteration 36Q (9710.310000 sec): 3 clusters
  Score: Raw -336699.768188 + Penalty 2672.068012 = -334027.700176
  nChanged 0
		SP:Iteration 37F (9710.320000 sec): 3 clusters
  Score: Raw -336699.768188 + Penalty 2672.068012 = -334027.700176
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9710.330000 sec): 2 clusters
  Score: Raw -75700.998614 + Penalty 1081.926795 = -74619.071819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9710.330000 sec): 3 clusters
  Score: Raw -75458.608360 + Penalty 2163.853590 = -73294.754771
  nChanged 224
		SP:Iteration 1F (9710.330000 sec): 3 clusters
  Score: Raw -75724.263627 + Penalty 2163.853590 = -73560.410037
  nChanged 59
		SP:Iteration 2F (9710.330000 sec): 3 clusters
  Score: Raw -75829.662210 + Penalty 2163.853590 = -73665.808620
  nChanged 37
		SP:Iteration 3Q (9710.340000 sec): 3 clusters
  Score: Raw -75899.485799 + Penalty 2163.853590 = -73735.632209
  nChanged 25
		SP:Iteration 4Q (9710.340000 sec): 3 clusters
  Score: Raw -75941.967896 + Penalty 2163.853590 = -73778.114306
  nChanged 22
		SP:Iteration 5Q (9710.340000 sec): 3 clusters
  Score: Raw -75976.218548 + Penalty 2163.853590 = -73812.364959
  nChanged 16
		SP:Iteration 6Q (9710.340000 sec): 3 clusters
  Score: Raw -76004.343054 + Penalty 2163.853590 = -73840.489464
  nChanged 11
		SP:Iteration 7Q (9710.340000 sec): 3 clusters
  Score: Raw -76020.366827 + Penalty 2163.853590 = -73856.513237
  nChanged 9
		SP:Iteration 8Q (9710.340000 sec): 3 clusters
  Score: Raw -76036.208777 + Penalty 2163.853590 = -73872.355187
  nChanged 7
		SP:Iteration 9Q (9710.340000 sec): 3 clusters
  Score: Raw -76051.684810 + Penalty 2163.853590 = -73887.831220
  nChanged 9
		SP:Iteration 10Q (9710.350000 sec): 3 clusters
  Score: Raw -76066.579917 + Penalty 2163.853590 = -73902.726327
  nChanged 4
		SP:Iteration 11Q (9710.350000 sec): 3 clusters
  Score: Raw -76071.335972 + Penalty 2163.853590 = -73907.482382
  nChanged 6
		SP:Iteration 12Q (9710.350000 sec): 3 clusters
  Score: Raw -76078.862919 + Penalty 2163.853590 = -73915.009329
  nChanged 6
		SP:Iteration 13Q (9710.350000 sec): 3 clusters
  Score: Raw -76089.360701 + Penalty 2163.853590 = -73925.507111
  nChanged 7
		SP:Iteration 14Q (9710.350000 sec): 3 clusters
  Score: Raw -76100.342935 + Penalty 2163.853590 = -73936.489345
  nChanged 3
		SP:Iteration 15Q (9710.360000 sec): 3 clusters
  Score: Raw -76102.741808 + Penalty 2163.853590 = -73938.888218
  nChanged 2
		SP:Iteration 16Q (9710.360000 sec): 3 clusters
  Score: Raw -76104.898525 + Penalty 2163.853590 = -73941.044935
  nChanged 3
		SP:Iteration 17Q (9710.360000 sec): 3 clusters
  Score: Raw -76109.683618 + Penalty 2163.853590 = -73945.830028
  nChanged 2
		SP:Iteration 18Q (9710.360000 sec): 3 clusters
  Score: Raw -76111.501663 + Penalty 2163.853590 = -73947.648073
  nChanged 3
		SP:Iteration 19Q (9710.360000 sec): 3 clusters
  Score: Raw -76115.161724 + Penalty 2163.853590 = -73951.308134
  nChanged 6
		SP:Iteration 20F (9710.360000 sec): 3 clusters
  Score: Raw -76125.234629 + Penalty 2163.853590 = -73961.381039
  nChanged 5
		SP:Iteration 21Q (9710.360000 sec): 3 clusters
  Score: Raw -76141.982758 + Penalty 2163.853590 = -73978.129169
  nChanged 3
		SP:Iteration 22Q (9710.370000 sec): 3 clusters
  Score: Raw -76145.136418 + Penalty 2163.853590 = -73981.282828
  nChanged 1
		SP:Iteration 23Q (9710.370000 sec): 3 clusters
  Score: Raw -76145.814149 + Penalty 2163.853590 = -73981.960559
  nChanged 0
		SP:Iteration 24F (9710.370000 sec): 3 clusters
  Score: Raw -76145.814149 + Penalty 2163.853590 = -73981.960559
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9710.380000 sec): 2 clusters
  Score: Raw -412621.532345 + Penalty 1348.876256 = -411272.656088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9710.390000 sec): 3 clusters
  Score: Raw -410544.799706 + Penalty 2697.752512 = -407847.047193
  nChanged 1623
		SP:Iteration 1F (9710.400000 sec): 3 clusters
  Score: Raw -411492.967169 + Penalty 2697.752512 = -408795.214657
  nChanged 295
		SP:Iteration 2F (9710.410000 sec): 3 clusters
  Score: Raw -411634.594853 + Penalty 2697.752512 = -408936.842341
  nChanged 178
		SP:Iteration 3Q (9710.420000 sec): 3 clusters
  Score: Raw -411715.724978 + Penalty 2697.752512 = -409017.972466
  nChanged 116
		SP:Iteration 4Q (9710.430000 sec): 3 clusters
  Score: Raw -411765.858229 + Penalty 2697.752512 = -409068.105717
  nChanged 102
		SP:Iteration 5Q (9710.440000 sec): 3 clusters
  Score: Raw -411804.189157 + Penalty 2697.752512 = -409106.436645
  nChanged 87
		SP:Iteration 6Q (9710.450000 sec): 3 clusters
  Score: Raw -411841.982079 + Penalty 2697.752512 = -409144.229567
  nChanged 86
		SP:Iteration 7Q (9710.460000 sec): 3 clusters
  Score: Raw -411875.291742 + Penalty 2697.752512 = -409177.539230
  nChanged 61
		SP:Iteration 8Q (9710.470000 sec): 3 clusters
  Score: Raw -411900.771767 + Penalty 2697.752512 = -409203.019255
  nChanged 69
		SP:Iteration 9Q (9710.480000 sec): 3 clusters
  Score: Raw -411926.235586 + Penalty 2697.752512 = -409228.483074
  nChanged 63
		SP:Iteration 10Q (9710.490000 sec): 3 clusters
  Score: Raw -411946.952883 + Penalty 2697.752512 = -409249.200371
  nChanged 55
		SP:Iteration 11Q (9710.500000 sec): 3 clusters
  Score: Raw -411964.846998 + Penalty 2697.752512 = -409267.094486
  nChanged 58
		SP:Iteration 12Q (9710.500000 sec): 3 clusters
  Score: Raw -411984.116637 + Penalty 2697.752512 = -409286.364125
  nChanged 61
		SP:Iteration 13Q (9710.520000 sec): 3 clusters
  Score: Raw -412006.247585 + Penalty 2697.752512 = -409308.495073
  nChanged 59
		SP:Iteration 14Q (9710.520000 sec): 3 clusters
  Score: Raw -412027.511940 + Penalty 2697.752512 = -409329.759428
  nChanged 51
		SP:Iteration 15Q (9710.530000 sec): 3 clusters
  Score: Raw -412048.168688 + Penalty 2697.752512 = -409350.416176
  nChanged 55
		SP:Iteration 16Q (9710.540000 sec): 3 clusters
  Score: Raw -412068.316324 + Penalty 2697.752512 = -409370.563811
  nChanged 49
		SP:Iteration 17Q (9710.550000 sec): 3 clusters
  Score: Raw -412084.607277 + Penalty 2697.752512 = -409386.854765
  nChanged 39
		SP:Iteration 18Q (9710.560000 sec): 3 clusters
  Score: Raw -412099.100459 + Penalty 2697.752512 = -409401.347946
  nChanged 55
		SP:Iteration 19Q (9710.570000 sec): 3 clusters
  Score: Raw -412122.728086 + Penalty 2697.752512 = -409424.975574
  nChanged 59
		SP:Iteration 20F (9710.580000 sec): 3 clusters
  Score: Raw -412149.444822 + Penalty 2697.752512 = -409451.692310
  nChanged 64
		SP:Iteration 21Q (9710.590000 sec): 3 clusters
  Score: Raw -412177.893985 + Penalty 2697.752512 = -409480.141473
  nChanged 60
		SP:Iteration 22Q (9710.600000 sec): 3 clusters
  Score: Raw -412204.099566 + Penalty 2697.752512 = -409506.347054
  nChanged 68
		SP:Iteration 23Q (9710.610000 sec): 3 clusters
  Score: Raw -412233.921114 + Penalty 2697.752512 = -409536.168602
  nChanged 71
		SP:Iteration 24Q (9710.620000 sec): 3 clusters
  Score: Raw -412269.001954 + Penalty 2697.752512 = -409571.249441
  nChanged 71
		SP:Iteration 25Q (9710.620000 sec): 3 clusters
  Score: Raw -412307.999054 + Penalty 2697.752512 = -409610.246542
  nChanged 76
		SP:Iteration 26Q (9710.640000 sec): 3 clusters
  Score: Raw -412363.816221 + Penalty 2697.752512 = -409666.063709
  nChanged 76
		SP:Iteration 27Q (9710.640000 sec): 3 clusters
  Score: Raw -412415.903628 + Penalty 2697.752512 = -409718.151116
  nChanged 85
		SP:Iteration 28Q (9710.650000 sec): 3 clusters
  Score: Raw -412465.883945 + Penalty 2697.752512 = -409768.131432
  nChanged 73
		SP:Iteration 29Q (9710.660000 sec): 3 clusters
  Score: Raw -412508.534431 + Penalty 2697.752512 = -409810.781918
  nChanged 67
		SP:Iteration 30Q (9710.670000 sec): 3 clusters
  Score: Raw -412559.924663 + Penalty 2697.752512 = -409862.172151
  nChanged 65
		SP:Iteration 31Q (9710.680000 sec): 3 clusters
  Score: Raw -412609.317610 + Penalty 2697.752512 = -409911.565097
  nChanged 64
		SP:Iteration 32Q (9710.690000 sec): 3 clusters
  Score: Raw -412652.713514 + Penalty 2697.752512 = -409954.961002
  nChanged 50
		SP:Iteration 33Q (9710.700000 sec): 3 clusters
  Score: Raw -412687.143156 + Penalty 2697.752512 = -409989.390644
  nChanged 42
		SP:Iteration 34Q (9710.700000 sec): 3 clusters
  Score: Raw -412713.865502 + Penalty 2697.752512 = -410016.112990
  nChanged 23
		SP:Iteration 35Q (9710.720000 sec): 3 clusters
  Score: Raw -412727.817882 + Penalty 2697.752512 = -410030.065370
  nChanged 22
		SP:Iteration 36Q (9710.720000 sec): 3 clusters
  Score: Raw -412737.835571 + Penalty 2697.752512 = -410040.083059
  nChanged 18
		SP:Iteration 37Q (9710.730000 sec): 3 clusters
  Score: Raw -412745.635574 + Penalty 2697.752512 = -410047.883062
  nChanged 12
		SP:Iteration 38Q (9710.740000 sec): 3 clusters
  Score: Raw -412750.390900 + Penalty 2697.752512 = -410052.638388
  nChanged 9
		SP:Iteration 39Q (9710.750000 sec): 3 clusters
  Score: Raw -412753.840121 + Penalty 2697.752512 = -410056.087609
  nChanged 5
		SP:Iteration 40F (9710.760000 sec): 3 clusters
  Score: Raw -412756.281812 + Penalty 2697.752512 = -410058.529300
  nChanged 5
		SP:Iteration 41Q (9710.770000 sec): 3 clusters
  Score: Raw -412758.402052 + Penalty 2697.752512 = -410060.649540
  nChanged 2
		SP:Iteration 42Q (9710.780000 sec): 3 clusters
  Score: Raw -412759.467422 + Penalty 2697.752512 = -410061.714909
  nChanged 3
		SP:Iteration 43Q (9710.780000 sec): 3 clusters
  Score: Raw -412760.924632 + Penalty 2697.752512 = -410063.172120
  nChanged 3
		SP:Iteration 44Q (9710.790000 sec): 3 clusters
  Score: Raw -412761.639332 + Penalty 2697.752512 = -410063.886820
  nChanged 4
		SP:Iteration 45Q (9710.800000 sec): 3 clusters
  Score: Raw -412762.898685 + Penalty 2697.752512 = -410065.146173
  nChanged 1
		SP:Iteration 46Q (9710.810000 sec): 3 clusters
  Score: Raw -412763.116813 + Penalty 2697.752512 = -410065.364301
  nChanged 1
		SP:Iteration 47Q (9710.820000 sec): 3 clusters
  Score: Raw -412763.471553 + Penalty 2697.752512 = -410065.719041
  nChanged 0
		SP:Iteration 48F (9710.820000 sec): 3 clusters
  Score: Raw -412763.471553 + Penalty 2697.752512 = -410065.719041
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9710.830000 sec): 2 clusters
  Score: Raw -107454.553622 + Penalty 1152.137486 = -106302.416136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9710.840000 sec): 3 clusters
  Score: Raw -107002.932481 + Penalty 2304.274972 = -104698.657510
  nChanged 379
		SP:Iteration 1F (9710.840000 sec): 3 clusters
  Score: Raw -107359.548440 + Penalty 2304.274972 = -105055.273468
  nChanged 97
		SP:Iteration 2F (9710.840000 sec): 3 clusters
  Score: Raw -107498.306508 + Penalty 2304.274972 = -105194.031536
  nChanged 78
		SP:Iteration 3F (9710.840000 sec): 3 clusters
  Score: Raw -107632.691782 + Penalty 2304.274972 = -105328.416810
  nChanged 59
		SP:Iteration 4Q (9710.850000 sec): 3 clusters
  Score: Raw -107729.740525 + Penalty 2304.274972 = -105425.465553
  nChanged 51
		SP:Iteration 5Q (9710.850000 sec): 3 clusters
  Score: Raw -107819.897167 + Penalty 2304.274972 = -105515.622195
  nChanged 43
		SP:Iteration 6Q (9710.850000 sec): 3 clusters
  Score: Raw -107890.893532 + Penalty 2304.274972 = -105586.618561
  nChanged 51
		SP:Iteration 7Q (9710.860000 sec): 3 clusters
  Score: Raw -108005.818856 + Penalty 2304.274972 = -105701.543884
  nChanged 37
		SP:Iteration 8Q (9710.860000 sec): 3 clusters
  Score: Raw -108119.418662 + Penalty 2304.274972 = -105815.143690
  nChanged 26
		SP:Iteration 9Q (9710.860000 sec): 3 clusters
  Score: Raw -108174.161993 + Penalty 2304.274972 = -105869.887021
  nChanged 16
		SP:Iteration 10Q (9710.860000 sec): 3 clusters
  Score: Raw -108206.743147 + Penalty 2304.274972 = -105902.468176
  nChanged 14
		SP:Iteration 11Q (9710.860000 sec): 3 clusters
  Score: Raw -108223.292736 + Penalty 2304.274972 = -105919.017765
  nChanged 6
		SP:Iteration 12Q (9710.870000 sec): 3 clusters
  Score: Raw -108229.744658 + Penalty 2304.274972 = -105925.469687
  nChanged 3
		SP:Iteration 13Q (9710.870000 sec): 3 clusters
  Score: Raw -108233.926068 + Penalty 2304.274972 = -105929.651096
  nChanged 0
		SP:Iteration 14F (9710.870000 sec): 3 clusters
  Score: Raw -108233.926068 + Penalty 2304.274972 = -105929.651096
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9710.890000 sec): 2 clusters
  Score: Raw -397656.929605 + Penalty 1351.716328 = -396305.213277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9710.900000 sec): 3 clusters
  Score: Raw -395663.610125 + Penalty 2703.432657 = -392960.177468
  nChanged 1596
		SP:Iteration 1F (9710.910000 sec): 3 clusters
  Score: Raw -396526.790854 + Penalty 2703.432657 = -393823.358198
  nChanged 288
		SP:Iteration 2F (9710.920000 sec): 3 clusters
  Score: Raw -396679.738648 + Penalty 2703.432657 = -393976.305991
  nChanged 198
		SP:Iteration 3Q (9710.920000 sec): 3 clusters
  Score: Raw -396769.723433 + Penalty 2703.432657 = -394066.290776
  nChanged 137
		SP:Iteration 4Q (9710.940000 sec): 3 clusters
  Score: Raw -396851.480846 + Penalty 2703.432657 = -394148.048189
  nChanged 128
		SP:Iteration 5Q (9710.940000 sec): 3 clusters
  Score: Raw -396936.669630 + Penalty 2703.432657 = -394233.236974
  nChanged 121
		SP:Iteration 6Q (9710.950000 sec): 3 clusters
  Score: Raw -397013.940675 + Penalty 2703.432657 = -394310.508018
  nChanged 120
		SP:Iteration 7Q (9710.960000 sec): 3 clusters
  Score: Raw -397081.358760 + Penalty 2703.432657 = -394377.926103
  nChanged 135
		SP:Iteration 8Q (9710.970000 sec): 3 clusters
  Score: Raw -397159.350386 + Penalty 2703.432657 = -394455.917729
  nChanged 130
		SP:Iteration 9Q (9710.980000 sec): 3 clusters
  Score: Raw -397227.557224 + Penalty 2703.432657 = -394524.124567
  nChanged 137
		SP:Iteration 10Q (9710.990000 sec): 3 clusters
  Score: Raw -397295.359914 + Penalty 2703.432657 = -394591.927257
  nChanged 133
		SP:Iteration 11Q (9711.000000 sec): 3 clusters
  Score: Raw -397363.161605 + Penalty 2703.432657 = -394659.728948
  nChanged 124
		SP:Iteration 12Q (9711.010000 sec): 3 clusters
  Score: Raw -397418.956090 + Penalty 2703.432657 = -394715.523433
  nChanged 104
		SP:Iteration 13Q (9711.020000 sec): 3 clusters
  Score: Raw -397473.526124 + Penalty 2703.432657 = -394770.093467
  nChanged 109
		SP:Iteration 14Q (9711.030000 sec): 3 clusters
  Score: Raw -397532.769112 + Penalty 2703.432657 = -394829.336455
  nChanged 107
		SP:Iteration 15Q (9711.040000 sec): 3 clusters
  Score: Raw -397592.262911 + Penalty 2703.432657 = -394888.830254
  nChanged 114
		SP:Iteration 16Q (9711.040000 sec): 3 clusters
  Score: Raw -397654.637409 + Penalty 2703.432657 = -394951.204752
  nChanged 117
		SP:Iteration 17Q (9711.060000 sec): 3 clusters
  Score: Raw -397719.195006 + Penalty 2703.432657 = -395015.762349
  nChanged 104
		SP:Iteration 18Q (9711.060000 sec): 3 clusters
  Score: Raw -397775.775519 + Penalty 2703.432657 = -395072.342863
  nChanged 92
		SP:Iteration 19Q (9711.070000 sec): 3 clusters
  Score: Raw -397821.219119 + Penalty 2703.432657 = -395117.786462
  nChanged 66
		SP:Iteration 20F (9711.080000 sec): 3 clusters
  Score: Raw -397855.255830 + Penalty 2703.432657 = -395151.823173
  nChanged 75
		SP:Iteration 21Q (9711.090000 sec): 3 clusters
  Score: Raw -397898.408247 + Penalty 2703.432657 = -395194.975590
  nChanged 88
		SP:Iteration 22Q (9711.100000 sec): 3 clusters
  Score: Raw -397953.874809 + Penalty 2703.432657 = -395250.442152
  nChanged 85
		SP:Iteration 23Q (9711.110000 sec): 3 clusters
  Score: Raw -397999.280530 + Penalty 2703.432657 = -395295.847873
  nChanged 58
		SP:Iteration 24Q (9711.120000 sec): 3 clusters
  Score: Raw -398032.884773 + Penalty 2703.432657 = -395329.452116
  nChanged 58
		SP:Iteration 25Q (9711.130000 sec): 3 clusters
  Score: Raw -398078.861202 + Penalty 2703.432657 = -395375.428545
  nChanged 63
		SP:Iteration 26Q (9711.140000 sec): 3 clusters
  Score: Raw -398129.867563 + Penalty 2703.432657 = -395426.434906
  nChanged 41
		SP:Iteration 27Q (9711.150000 sec): 3 clusters
  Score: Raw -398163.841219 + Penalty 2703.432657 = -395460.408562
  nChanged 42
		SP:Iteration 28Q (9711.160000 sec): 3 clusters
  Score: Raw -398200.907403 + Penalty 2703.432657 = -395497.474746
  nChanged 36
		SP:Iteration 29Q (9711.160000 sec): 3 clusters
  Score: Raw -398234.359727 + Penalty 2703.432657 = -395530.927070
  nChanged 46
		SP:Iteration 30Q (9711.170000 sec): 3 clusters
  Score: Raw -398276.317269 + Penalty 2703.432657 = -395572.884612
  nChanged 39
		SP:Iteration 31Q (9711.180000 sec): 3 clusters
  Score: Raw -398309.346932 + Penalty 2703.432657 = -395605.914275
  nChanged 25
		SP:Iteration 32Q (9711.190000 sec): 3 clusters
  Score: Raw -398326.779171 + Penalty 2703.432657 = -395623.346514
  nChanged 19
		SP:Iteration 33Q (9711.200000 sec): 3 clusters
  Score: Raw -398343.973898 + Penalty 2703.432657 = -395640.541241
  nChanged 22
		SP:Iteration 34Q (9711.210000 sec): 3 clusters
  Score: Raw -398360.990276 + Penalty 2703.432657 = -395657.557619
  nChanged 8
		SP:Iteration 35Q (9711.220000 sec): 3 clusters
  Score: Raw -398366.964229 + Penalty 2703.432657 = -395663.531572
  nChanged 6
		SP:Iteration 36Q (9711.220000 sec): 3 clusters
  Score: Raw -398371.052813 + Penalty 2703.432657 = -395667.620156
  nChanged 3
		SP:Iteration 37Q (9711.230000 sec): 3 clusters
  Score: Raw -398374.877701 + Penalty 2703.432657 = -395671.445044
  nChanged 5
		SP:Iteration 38Q (9711.240000 sec): 3 clusters
  Score: Raw -398377.464426 + Penalty 2703.432657 = -395674.031770
  nChanged 1
		SP:Iteration 39Q (9711.250000 sec): 3 clusters
  Score: Raw -398377.754607 + Penalty 2703.432657 = -395674.321950
  nChanged 0
		SP:Iteration 40F (9711.260000 sec): 3 clusters
  Score: Raw -398377.754607 + Penalty 2703.432657 = -395674.321950
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9711.300000 sec): 2 clusters
  Score: Raw -1649507.845148 + Penalty 1577.681621 = -1647930.163528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9711.340000 sec): 3 clusters
  Score: Raw -1639715.909929 + Penalty 3155.363241 = -1636560.546687
  nChanged 7397
		SP:Iteration 1F (9711.380000 sec): 3 clusters
  Score: Raw -1643680.504432 + Penalty 3155.363241 = -1640525.141190
  nChanged 817
		SP:Iteration 2Q (9711.420000 sec): 3 clusters
  Score: Raw -1643974.145273 + Penalty 3155.363241 = -1640818.782032
  nChanged 708
		SP:Iteration 3Q (9711.460000 sec): 3 clusters
  Score: Raw -1644236.094085 + Penalty 3155.363241 = -1641080.730844
  nChanged 732
		SP:Iteration 4Q (9711.500000 sec): 3 clusters
  Score: Raw -1644518.238824 + Penalty 3155.363241 = -1641362.875583
  nChanged 693
		SP:Iteration 5Q (9711.540000 sec): 3 clusters
  Score: Raw -1644785.390760 + Penalty 3155.363241 = -1641630.027519
  nChanged 656
		SP:Iteration 6Q (9711.580000 sec): 3 clusters
  Score: Raw -1645044.093238 + Penalty 3155.363241 = -1641888.729997
  nChanged 703
		SP:Iteration 7Q (9711.620000 sec): 3 clusters
  Score: Raw -1645342.260309 + Penalty 3155.363241 = -1642186.897068
  nChanged 774
		SP:Iteration 8Q (9711.660000 sec): 3 clusters
  Score: Raw -1645716.080273 + Penalty 3155.363241 = -1642560.717032
  nChanged 821
		SP:Iteration 9Q (9711.700000 sec): 3 clusters
  Score: Raw -1646157.043182 + Penalty 3155.363241 = -1643001.679941
  nChanged 850
		SP:Iteration 10F (9711.740000 sec): 3 clusters
  Score: Raw -1646639.223131 + Penalty 3155.363241 = -1643483.859889
  nChanged 799
		SP:Iteration 11Q (9711.780000 sec): 3 clusters
  Score: Raw -1647081.762360 + Penalty 3155.363241 = -1643926.399119
  nChanged 717
		SP:Iteration 12Q (9711.810000 sec): 3 clusters
  Score: Raw -1647490.728849 + Penalty 3155.363241 = -1644335.365608
  nChanged 644
		SP:Iteration 13Q (9711.850000 sec): 3 clusters
  Score: Raw -1647861.236344 + Penalty 3155.363241 = -1644705.873103
  nChanged 580
		SP:Iteration 14Q (9711.890000 sec): 3 clusters
  Score: Raw -1648186.835812 + Penalty 3155.363241 = -1645031.472571
  nChanged 486
		SP:Iteration 15Q (9711.930000 sec): 3 clusters
  Score: Raw -1648481.109937 + Penalty 3155.363241 = -1645325.746696
  nChanged 418
		SP:Iteration 16Q (9711.970000 sec): 3 clusters
  Score: Raw -1648749.680447 + Penalty 3155.363241 = -1645594.317206
  nChanged 355
		SP:Iteration 17Q (9712.010000 sec): 3 clusters
  Score: Raw -1648997.246487 + Penalty 3155.363241 = -1645841.883246
  nChanged 274
		SP:Iteration 18Q (9712.040000 sec): 3 clusters
  Score: Raw -1649192.309714 + Penalty 3155.363241 = -1646036.946472
  nChanged 209
		SP:Iteration 19Q (9712.080000 sec): 3 clusters
  Score: Raw -1649339.581392 + Penalty 3155.363241 = -1646184.218151
  nChanged 155
		SP:Iteration 20F (9712.120000 sec): 3 clusters
  Score: Raw -1649454.539260 + Penalty 3155.363241 = -1646299.176019
  nChanged 105
		SP:Iteration 21Q (9712.150000 sec): 3 clusters
  Score: Raw -1649533.035310 + Penalty 3155.363241 = -1646377.672069
  nChanged 75
		SP:Iteration 22Q (9712.180000 sec): 3 clusters
  Score: Raw -1649585.320569 + Penalty 3155.363241 = -1646429.957327
  nChanged 49
		SP:Iteration 23Q (9712.220000 sec): 3 clusters
  Score: Raw -1649620.503341 + Penalty 3155.363241 = -1646465.140099
  nChanged 46
		SP:Iteration 24Q (9712.250000 sec): 3 clusters
  Score: Raw -1649655.808457 + Penalty 3155.363241 = -1646500.445215
  nChanged 26
		SP:Iteration 25Q (9712.280000 sec): 3 clusters
  Score: Raw -1649674.903267 + Penalty 3155.363241 = -1646519.540026
  nChanged 18
		SP:Iteration 26Q (9712.310000 sec): 3 clusters
  Score: Raw -1649687.876900 + Penalty 3155.363241 = -1646532.513659
  nChanged 15
		SP:Iteration 27Q (9712.340000 sec): 3 clusters
  Score: Raw -1649700.614602 + Penalty 3155.363241 = -1646545.251361
  nChanged 12
		SP:Iteration 28Q (9712.370000 sec): 3 clusters
  Score: Raw -1649710.997573 + Penalty 3155.363241 = -1646555.634331
  nChanged 12
		SP:Iteration 29Q (9712.400000 sec): 3 clusters
  Score: Raw -1649717.546367 + Penalty 3155.363241 = -1646562.183125
  nChanged 6
		SP:Iteration 30Q (9712.430000 sec): 3 clusters
  Score: Raw -1649722.576670 + Penalty 3155.363241 = -1646567.213429
  nChanged 3
		SP:Iteration 31Q (9712.460000 sec): 3 clusters
  Score: Raw -1649725.206793 + Penalty 3155.363241 = -1646569.843552
  nChanged 6
		SP:Iteration 32Q (9712.490000 sec): 3 clusters
  Score: Raw -1649730.933495 + Penalty 3155.363241 = -1646575.570254
  nChanged 5
		SP:Iteration 33Q (9712.520000 sec): 3 clusters
  Score: Raw -1649734.627114 + Penalty 3155.363241 = -1646579.263872
  nChanged 6
		SP:Iteration 34Q (9712.550000 sec): 3 clusters
  Score: Raw -1649740.957732 + Penalty 3155.363241 = -1646585.594491
  nChanged 6
		SP:Iteration 35Q (9712.580000 sec): 3 clusters
  Score: Raw -1649747.559979 + Penalty 3155.363241 = -1646592.196737
  nChanged 5
		SP:Iteration 36Q (9712.610000 sec): 3 clusters
  Score: Raw -1649755.148728 + Penalty 3155.363241 = -1646599.785486
  nChanged 9
		SP:Iteration 37Q (9712.640000 sec): 3 clusters
  Score: Raw -1649766.325168 + Penalty 3155.363241 = -1646610.961926
  nChanged 9
		SP:Iteration 38Q (9712.660000 sec): 3 clusters
  Score: Raw -1649774.683000 + Penalty 3155.363241 = -1646619.319758
  nChanged 7
		SP:Iteration 39Q (9712.690000 sec): 3 clusters
  Score: Raw -1649781.619015 + Penalty 3155.363241 = -1646626.255774
  nChanged 4
		SP:Iteration 40F (9712.730000 sec): 3 clusters
  Score: Raw -1649785.252719 + Penalty 3155.363241 = -1646629.889478
  nChanged 4
		SP:Iteration 41Q (9712.760000 sec): 3 clusters
  Score: Raw -1649789.478187 + Penalty 3155.363241 = -1646634.114946
  nChanged 1
		SP:Iteration 42Q (9712.790000 sec): 3 clusters
  Score: Raw -1649790.508830 + Penalty 3155.363241 = -1646635.145588
  nChanged 2
		SP:Iteration 43Q (9712.820000 sec): 3 clusters
  Score: Raw -1649792.042022 + Penalty 3155.363241 = -1646636.678781
  nChanged 2
		SP:Iteration 44Q (9712.850000 sec): 3 clusters
  Score: Raw -1649793.234284 + Penalty 3155.363241 = -1646637.871043
  nChanged 3
		SP:Iteration 45Q (9712.880000 sec): 3 clusters
  Score: Raw -1649795.246380 + Penalty 3155.363241 = -1646639.883138
  nChanged 1
		SP:Iteration 46Q (9712.900000 sec): 3 clusters
  Score: Raw -1649795.523504 + Penalty 3155.363241 = -1646640.160263
  nChanged 1
		SP:Iteration 47Q (9712.940000 sec): 3 clusters
  Score: Raw -1649797.394958 + Penalty 3155.363241 = -1646642.031716
  nChanged 0
		SP:Iteration 48F (9712.970000 sec): 3 clusters
  Score: Raw -1649797.394958 + Penalty 3155.363241 = -1646642.031716
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9712.990000 sec): 2 clusters
  Score: Raw -188737.233946 + Penalty 1228.513076 = -187508.720871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9712.990000 sec): 3 clusters
  Score: Raw -187942.660605 + Penalty 2457.026151 = -185485.634454
  nChanged 680
		SP:Iteration 1F (9713.000000 sec): 3 clusters
  Score: Raw -188402.849310 + Penalty 2457.026151 = -185945.823159
  nChanged 169
		SP:Iteration 2F (9713.000000 sec): 3 clusters
  Score: Raw -188582.581229 + Penalty 2457.026151 = -186125.555078
  nChanged 147
		SP:Iteration 3F (9713.000000 sec): 3 clusters
  Score: Raw -188756.128709 + Penalty 2457.026151 = -186299.102558
  nChanged 116
		SP:Iteration 4F (9713.010000 sec): 3 clusters
  Score: Raw -188933.687878 + Penalty 2457.026151 = -186476.661727
  nChanged 106
		SP:Iteration 5F (9713.020000 sec): 3 clusters
  Score: Raw -189052.514322 + Penalty 2457.026151 = -186595.488171
  nChanged 73
		SP:Iteration 6Q (9713.020000 sec): 3 clusters
  Score: Raw -189109.323534 + Penalty 2457.026151 = -186652.297383
  nChanged 40
		SP:Iteration 7Q (9713.020000 sec): 3 clusters
  Score: Raw -189141.941939 + Penalty 2457.026151 = -186684.915787
  nChanged 38
		SP:Iteration 8Q (9713.030000 sec): 3 clusters
  Score: Raw -189170.445039 + Penalty 2457.026151 = -186713.418888
  nChanged 26
		SP:Iteration 9Q (9713.030000 sec): 3 clusters
  Score: Raw -189194.330267 + Penalty 2457.026151 = -186737.304115
  nChanged 22
		SP:Iteration 10Q (9713.040000 sec): 3 clusters
  Score: Raw -189212.128347 + Penalty 2457.026151 = -186755.102196
  nChanged 13
		SP:Iteration 11Q (9713.040000 sec): 3 clusters
  Score: Raw -189221.798602 + Penalty 2457.026151 = -186764.772451
  nChanged 12
		SP:Iteration 12Q (9713.040000 sec): 3 clusters
  Score: Raw -189230.045132 + Penalty 2457.026151 = -186773.018981
  nChanged 16
		SP:Iteration 13Q (9713.050000 sec): 3 clusters
  Score: Raw -189240.988144 + Penalty 2457.026151 = -186783.961993
  nChanged 20
		SP:Iteration 14Q (9713.050000 sec): 3 clusters
  Score: Raw -189255.617597 + Penalty 2457.026151 = -186798.591446
  nChanged 17
		SP:Iteration 15Q (9713.060000 sec): 3 clusters
  Score: Raw -189271.814960 + Penalty 2457.026151 = -186814.788809
  nChanged 11
		SP:Iteration 16Q (9713.060000 sec): 3 clusters
  Score: Raw -189278.925971 + Penalty 2457.026151 = -186821.899820
  nChanged 11
		SP:Iteration 17Q (9713.060000 sec): 3 clusters
  Score: Raw -189288.121769 + Penalty 2457.026151 = -186831.095618
  nChanged 9
		SP:Iteration 18Q (9713.070000 sec): 3 clusters
  Score: Raw -189293.598959 + Penalty 2457.026151 = -186836.572808
  nChanged 3
		SP:Iteration 19Q (9713.070000 sec): 3 clusters
  Score: Raw -189295.928303 + Penalty 2457.026151 = -186838.902152
  nChanged 3
		SP:Iteration 20F (9713.080000 sec): 3 clusters
  Score: Raw -189298.893867 + Penalty 2457.026151 = -186841.867716
  nChanged 3
		SP:Iteration 21Q (9713.080000 sec): 3 clusters
  Score: Raw -189301.205590 + Penalty 2457.026151 = -186844.179439
  nChanged 4
		SP:Iteration 22Q (9713.080000 sec): 3 clusters
  Score: Raw -189302.706712 + Penalty 2457.026151 = -186845.680560
  nChanged 3
		SP:Iteration 23Q (9713.090000 sec): 3 clusters
  Score: Raw -189304.995038 + Penalty 2457.026151 = -186847.968887
  nChanged 2
		SP:Iteration 24Q (9713.090000 sec): 3 clusters
  Score: Raw -189305.742851 + Penalty 2457.026151 = -186848.716700
  nChanged 1
		SP:Iteration 25Q (9713.100000 sec): 3 clusters
  Score: Raw -189306.173299 + Penalty 2457.026151 = -186849.147147
  nChanged 0
		SP:Iteration 26F (9713.100000 sec): 3 clusters
  Score: Raw -189306.173299 + Penalty 2457.026151 = -186849.147147
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9713.110000 sec): 2 clusters
  Score: Raw -65427.743817 + Penalty 1065.014178 = -64362.729639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9713.110000 sec): 3 clusters
  Score: Raw -65349.629198 + Penalty 2130.028356 = -63219.600842
  nChanged 189
		SP:Iteration 1F (9713.110000 sec): 3 clusters
  Score: Raw -65660.422755 + Penalty 2130.028356 = -63530.394399
  nChanged 63
		SP:Iteration 2F (9713.110000 sec): 3 clusters
  Score: Raw -65801.175179 + Penalty 2130.028356 = -63671.146822
  nChanged 37
		SP:Iteration 3F (9713.110000 sec): 3 clusters
  Score: Raw -65851.903544 + Penalty 2130.028356 = -63721.875188
  nChanged 21
		SP:Iteration 4Q (9713.120000 sec): 3 clusters
  Score: Raw -65878.908073 + Penalty 2130.028356 = -63748.879717
  nChanged 17
		SP:Iteration 5Q (9713.120000 sec): 3 clusters
  Score: Raw -65906.741190 + Penalty 2130.028356 = -63776.712834
  nChanged 18
		SP:Iteration 6Q (9713.120000 sec): 3 clusters
  Score: Raw -65938.540161 + Penalty 2130.028356 = -63808.511805
  nChanged 16
		SP:Iteration 7Q (9713.120000 sec): 3 clusters
  Score: Raw -65963.505007 + Penalty 2130.028356 = -63833.476651
  nChanged 10
		SP:Iteration 8Q (9713.120000 sec): 3 clusters
  Score: Raw -65979.407441 + Penalty 2130.028356 = -63849.379084
  nChanged 8
		SP:Iteration 9Q (9713.120000 sec): 3 clusters
  Score: Raw -65991.934016 + Penalty 2130.028356 = -63861.905660
  nChanged 5
		SP:Iteration 10Q (9713.120000 sec): 3 clusters
  Score: Raw -66001.020180 + Penalty 2130.028356 = -63870.991823
  nChanged 5
		SP:Iteration 11Q (9713.120000 sec): 3 clusters
  Score: Raw -66011.052064 + Penalty 2130.028356 = -63881.023708
  nChanged 5
		SP:Iteration 12Q (9713.130000 sec): 3 clusters
  Score: Raw -66016.354421 + Penalty 2130.028356 = -63886.326065
  nChanged 1
		SP:Iteration 13Q (9713.130000 sec): 3 clusters
  Score: Raw -66017.585128 + Penalty 2130.028356 = -63887.556771
  nChanged 1
		SP:Iteration 14Q (9713.130000 sec): 3 clusters
  Score: Raw -66019.066721 + Penalty 2130.028356 = -63889.038365
  nChanged 1
		SP:Iteration 15Q (9713.130000 sec): 3 clusters
  Score: Raw -66020.563648 + Penalty 2130.028356 = -63890.535292
  nChanged 2
		SP:Iteration 16Q (9713.130000 sec): 3 clusters
  Score: Raw -66023.334011 + Penalty 2130.028356 = -63893.305655
  nChanged 1
		SP:Iteration 17Q (9713.130000 sec): 3 clusters
  Score: Raw -66024.204967 + Penalty 2130.028356 = -63894.176611
  nChanged 0
		SP:Iteration 18F (9713.140000 sec): 3 clusters
  Score: Raw -66024.204967 + Penalty 2130.028356 = -63894.176611
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9713.150000 sec): 2 clusters
  Score: Raw -493936.817056 + Penalty 1378.960196 = -492557.856860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9713.160000 sec): 3 clusters
  Score: Raw -491467.665638 + Penalty 2757.920393 = -488709.745245
  nChanged 1951
		SP:Iteration 1F (9713.180000 sec): 3 clusters
  Score: Raw -492574.368871 + Penalty 2757.920393 = -489816.448478
  nChanged 345
		SP:Iteration 2F (9713.180000 sec): 3 clusters
  Score: Raw -492754.754865 + Penalty 2757.920393 = -489996.834472
  nChanged 244
		SP:Iteration 3F (9713.200000 sec): 3 clusters
  Score: Raw -492894.390398 + Penalty 2757.920393 = -490136.470005
  nChanged 220
		SP:Iteration 4Q (9713.210000 sec): 3 clusters
  Score: Raw -493030.224361 + Penalty 2757.920393 = -490272.303968
  nChanged 228
		SP:Iteration 5Q (9713.220000 sec): 3 clusters
  Score: Raw -493168.306960 + Penalty 2757.920393 = -490410.386567
  nChanged 206
		SP:Iteration 6Q (9713.230000 sec): 3 clusters
  Score: Raw -493306.044987 + Penalty 2757.920393 = -490548.124594
  nChanged 193
		SP:Iteration 7Q (9713.240000 sec): 3 clusters
  Score: Raw -493449.365395 + Penalty 2757.920393 = -490691.445002
  nChanged 183
		SP:Iteration 8Q (9713.250000 sec): 3 clusters
  Score: Raw -493588.434221 + Penalty 2757.920393 = -490830.513828
  nChanged 155
		SP:Iteration 9Q (9713.260000 sec): 3 clusters
  Score: Raw -493721.257435 + Penalty 2757.920393 = -490963.337042
  nChanged 136
		SP:Iteration 10Q (9713.270000 sec): 3 clusters
  Score: Raw -493844.248335 + Penalty 2757.920393 = -491086.327942
  nChanged 119
		SP:Iteration 11Q (9713.280000 sec): 3 clusters
  Score: Raw -493941.099179 + Penalty 2757.920393 = -491183.178786
  nChanged 97
		SP:Iteration 12Q (9713.290000 sec): 3 clusters
  Score: Raw -494002.002851 + Penalty 2757.920393 = -491244.082458
  nChanged 82
		SP:Iteration 13Q (9713.300000 sec): 3 clusters
  Score: Raw -494057.404609 + Penalty 2757.920393 = -491299.484216
  nChanged 80
		SP:Iteration 14Q (9713.310000 sec): 3 clusters
  Score: Raw -494105.847505 + Penalty 2757.920393 = -491347.927112
  nChanged 67
		SP:Iteration 15Q (9713.320000 sec): 3 clusters
  Score: Raw -494149.295918 + Penalty 2757.920393 = -491391.375525
  nChanged 59
		SP:Iteration 16Q (9713.330000 sec): 3 clusters
  Score: Raw -494189.230014 + Penalty 2757.920393 = -491431.309621
  nChanged 47
		SP:Iteration 17Q (9713.340000 sec): 3 clusters
  Score: Raw -494211.870723 + Penalty 2757.920393 = -491453.950330
  nChanged 31
		SP:Iteration 18Q (9713.350000 sec): 3 clusters
  Score: Raw -494233.726210 + Penalty 2757.920393 = -491475.805817
  nChanged 34
		SP:Iteration 19Q (9713.360000 sec): 3 clusters
  Score: Raw -494259.885096 + Penalty 2757.920393 = -491501.964703
  nChanged 31
		SP:Iteration 20F (9713.370000 sec): 3 clusters
  Score: Raw -494281.675333 + Penalty 2757.920393 = -491523.754940
  nChanged 35
		SP:Iteration 21Q (9713.380000 sec): 3 clusters
  Score: Raw -494299.086872 + Penalty 2757.920393 = -491541.166479
  nChanged 22
		SP:Iteration 22Q (9713.390000 sec): 3 clusters
  Score: Raw -494307.666614 + Penalty 2757.920393 = -491549.746221
  nChanged 9
		SP:Iteration 23Q (9713.400000 sec): 3 clusters
  Score: Raw -494311.506425 + Penalty 2757.920393 = -491553.586033
  nChanged 6
		SP:Iteration 24Q (9713.410000 sec): 3 clusters
  Score: Raw -494313.101578 + Penalty 2757.920393 = -491555.181185
  nChanged 4
		SP:Iteration 25Q (9713.420000 sec): 3 clusters
  Score: Raw -494314.318930 + Penalty 2757.920393 = -491556.398537
  nChanged 3
		SP:Iteration 26Q (9713.420000 sec): 3 clusters
  Score: Raw -494315.265255 + Penalty 2757.920393 = -491557.344862
  nChanged 6
		SP:Iteration 27Q (9713.430000 sec): 3 clusters
  Score: Raw -494318.027188 + Penalty 2757.920393 = -491560.106795
  nChanged 13
		SP:Iteration 28Q (9713.440000 sec): 3 clusters
  Score: Raw -494322.526801 + Penalty 2757.920393 = -491564.606408
  nChanged 13
		SP:Iteration 29Q (9713.450000 sec): 3 clusters
  Score: Raw -494327.334613 + Penalty 2757.920393 = -491569.414220
  nChanged 10
		SP:Iteration 30Q (9713.460000 sec): 3 clusters
  Score: Raw -494332.493285 + Penalty 2757.920393 = -491574.572892
  nChanged 13
		SP:Iteration 31Q (9713.470000 sec): 3 clusters
  Score: Raw -494338.946026 + Penalty 2757.920393 = -491581.025633
  nChanged 9
		SP:Iteration 32Q (9713.480000 sec): 3 clusters
  Score: Raw -494342.149010 + Penalty 2757.920393 = -491584.228617
  nChanged 8
		SP:Iteration 33Q (9713.490000 sec): 3 clusters
  Score: Raw -494344.869870 + Penalty 2757.920393 = -491586.949477
  nChanged 7
		SP:Iteration 34Q (9713.500000 sec): 3 clusters
  Score: Raw -494347.967734 + Penalty 2757.920393 = -491590.047341
  nChanged 4
		SP:Iteration 35Q (9713.500000 sec): 3 clusters
  Score: Raw -494349.410483 + Penalty 2757.920393 = -491591.490090
  nChanged 3
		SP:Iteration 36Q (9713.510000 sec): 3 clusters
  Score: Raw -494350.133292 + Penalty 2757.920393 = -491592.212899
  nChanged 5
		SP:Iteration 37Q (9713.520000 sec): 3 clusters
  Score: Raw -494351.530296 + Penalty 2757.920393 = -491593.609903
  nChanged 0
		SP:Iteration 38F (9713.530000 sec): 3 clusters
  Score: Raw -494351.530296 + Penalty 2757.920393 = -491593.609903
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9713.540000 sec): 2 clusters
  Score: Raw -179683.072888 + Penalty 1213.168988 = -178469.903900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9713.540000 sec): 3 clusters
  Score: Raw -179011.481005 + Penalty 2426.337976 = -176585.143029
  nChanged 553
		SP:Iteration 1F (9713.550000 sec): 3 clusters
  Score: Raw -179377.284204 + Penalty 2426.337976 = -176950.946228
  nChanged 121
		SP:Iteration 2F (9713.550000 sec): 3 clusters
  Score: Raw -179464.671788 + Penalty 2426.337976 = -177038.333812
  nChanged 73
		SP:Iteration 3Q (9713.560000 sec): 3 clusters
  Score: Raw -179518.875421 + Penalty 2426.337976 = -177092.537445
  nChanged 55
		SP:Iteration 4Q (9713.560000 sec): 3 clusters
  Score: Raw -179556.707932 + Penalty 2426.337976 = -177130.369956
  nChanged 39
		SP:Iteration 5Q (9713.560000 sec): 3 clusters
  Score: Raw -179580.429404 + Penalty 2426.337976 = -177154.091428
  nChanged 28
		SP:Iteration 6Q (9713.570000 sec): 3 clusters
  Score: Raw -179594.858652 + Penalty 2426.337976 = -177168.520676
  nChanged 19
		SP:Iteration 7Q (9713.570000 sec): 3 clusters
  Score: Raw -179607.694860 + Penalty 2426.337976 = -177181.356884
  nChanged 16
		SP:Iteration 8Q (9713.580000 sec): 3 clusters
  Score: Raw -179617.624437 + Penalty 2426.337976 = -177191.286461
  nChanged 19
		SP:Iteration 9Q (9713.580000 sec): 3 clusters
  Score: Raw -179627.625738 + Penalty 2426.337976 = -177201.287762
  nChanged 12
		SP:Iteration 10Q (9713.580000 sec): 3 clusters
  Score: Raw -179633.783483 + Penalty 2426.337976 = -177207.445507
  nChanged 10
		SP:Iteration 11Q (9713.590000 sec): 3 clusters
  Score: Raw -179639.012578 + Penalty 2426.337976 = -177212.674603
  nChanged 11
		SP:Iteration 12Q (9713.590000 sec): 3 clusters
  Score: Raw -179646.876838 + Penalty 2426.337976 = -177220.538862
  nChanged 13
		SP:Iteration 13Q (9713.600000 sec): 3 clusters
  Score: Raw -179656.790238 + Penalty 2426.337976 = -177230.452262
  nChanged 9
		SP:Iteration 14Q (9713.600000 sec): 3 clusters
  Score: Raw -179660.084843 + Penalty 2426.337976 = -177233.746867
  nChanged 5
		SP:Iteration 15Q (9713.600000 sec): 3 clusters
  Score: Raw -179662.937904 + Penalty 2426.337976 = -177236.599929
  nChanged 6
		SP:Iteration 16Q (9713.610000 sec): 3 clusters
  Score: Raw -179665.439983 + Penalty 2426.337976 = -177239.102007
  nChanged 5
		SP:Iteration 17Q (9713.610000 sec): 3 clusters
  Score: Raw -179669.032613 + Penalty 2426.337976 = -177242.694637
  nChanged 8
		SP:Iteration 18Q (9713.620000 sec): 3 clusters
  Score: Raw -179674.625234 + Penalty 2426.337976 = -177248.287259
  nChanged 5
		SP:Iteration 19Q (9713.620000 sec): 3 clusters
  Score: Raw -179677.320003 + Penalty 2426.337976 = -177250.982027
  nChanged 3
		SP:Iteration 20F (9713.620000 sec): 3 clusters
  Score: Raw -179678.758443 + Penalty 2426.337976 = -177252.420468
  nChanged 2
		SP:Iteration 21Q (9713.630000 sec): 3 clusters
  Score: Raw -179680.742459 + Penalty 2426.337976 = -177254.404484
  nChanged 4
		SP:Iteration 22Q (9713.630000 sec): 3 clusters
  Score: Raw -179683.957122 + Penalty 2426.337976 = -177257.619147
  nChanged 1
		SP:Iteration 23Q (9713.640000 sec): 3 clusters
  Score: Raw -179685.152011 + Penalty 2426.337976 = -177258.814035
  nChanged 2
		SP:Iteration 24Q (9713.640000 sec): 3 clusters
  Score: Raw -179685.959366 + Penalty 2426.337976 = -177259.621390
  nChanged 1
		SP:Iteration 25Q (9713.640000 sec): 3 clusters
  Score: Raw -179686.495404 + Penalty 2426.337976 = -177260.157428
  nChanged 3
		SP:Iteration 26Q (9713.650000 sec): 3 clusters
  Score: Raw -179687.762530 + Penalty 2426.337976 = -177261.424554
  nChanged 1
		SP:Iteration 27Q (9713.650000 sec): 3 clusters
  Score: Raw -179688.884347 + Penalty 2426.337976 = -177262.546371
  nChanged 1
		SP:Iteration 28Q (9713.660000 sec): 3 clusters
  Score: Raw -179689.432992 + Penalty 2426.337976 = -177263.095016
  nChanged 0
		SP:Iteration 29F (9713.660000 sec): 3 clusters
  Score: Raw -179689.432992 + Penalty 2426.337976 = -177263.095016
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9713.670000 sec): 2 clusters
  Score: Raw -291764.853458 + Penalty 1310.809742 = -290454.043715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9713.680000 sec): 3 clusters
  Score: Raw -290245.692534 + Penalty 2621.619484 = -287624.073049
  nChanged 1260
		SP:Iteration 1F (9713.690000 sec): 3 clusters
  Score: Raw -291205.135560 + Penalty 2621.619484 = -288583.516075
  nChanged 323
		SP:Iteration 2F (9713.700000 sec): 3 clusters
  Score: Raw -291555.497492 + Penalty 2621.619484 = -288933.878007
  nChanged 233
		SP:Iteration 3F (9713.700000 sec): 3 clusters
  Score: Raw -291752.083238 + Penalty 2621.619484 = -289130.463753
  nChanged 169
		SP:Iteration 4F (9713.710000 sec): 3 clusters
  Score: Raw -291866.355296 + Penalty 2621.619484 = -289244.735812
  nChanged 126
		SP:Iteration 5Q (9713.720000 sec): 3 clusters
  Score: Raw -291951.119512 + Penalty 2621.619484 = -289329.500028
  nChanged 110
		SP:Iteration 6Q (9713.720000 sec): 3 clusters
  Score: Raw -292036.479896 + Penalty 2621.619484 = -289414.860412
  nChanged 89
		SP:Iteration 7Q (9713.730000 sec): 3 clusters
  Score: Raw -292093.963518 + Penalty 2621.619484 = -289472.344034
  nChanged 72
		SP:Iteration 8Q (9713.740000 sec): 3 clusters
  Score: Raw -292136.990825 + Penalty 2621.619484 = -289515.371340
  nChanged 54
		SP:Iteration 9Q (9713.740000 sec): 3 clusters
  Score: Raw -292165.895891 + Penalty 2621.619484 = -289544.276406
  nChanged 44
		SP:Iteration 10Q (9713.750000 sec): 3 clusters
  Score: Raw -292184.900898 + Penalty 2621.619484 = -289563.281414
  nChanged 43
		SP:Iteration 11Q (9713.760000 sec): 3 clusters
  Score: Raw -292205.470200 + Penalty 2621.619484 = -289583.850716
  nChanged 36
		SP:Iteration 12Q (9713.760000 sec): 3 clusters
  Score: Raw -292222.905478 + Penalty 2621.619484 = -289601.285993
  nChanged 30
		SP:Iteration 13Q (9713.770000 sec): 3 clusters
  Score: Raw -292238.406281 + Penalty 2621.619484 = -289616.786797
  nChanged 26
		SP:Iteration 14Q (9713.780000 sec): 3 clusters
  Score: Raw -292249.804849 + Penalty 2621.619484 = -289628.185365
  nChanged 18
		SP:Iteration 15Q (9713.790000 sec): 3 clusters
  Score: Raw -292257.368332 + Penalty 2621.619484 = -289635.748847
  nChanged 16
		SP:Iteration 16Q (9713.790000 sec): 3 clusters
  Score: Raw -292261.991026 + Penalty 2621.619484 = -289640.371542
  nChanged 16
		SP:Iteration 17Q (9713.800000 sec): 3 clusters
  Score: Raw -292270.837720 + Penalty 2621.619484 = -289649.218236
  nChanged 15
		SP:Iteration 18Q (9713.810000 sec): 3 clusters
  Score: Raw -292276.748954 + Penalty 2621.619484 = -289655.129469
  nChanged 9
		SP:Iteration 19Q (9713.820000 sec): 3 clusters
  Score: Raw -292279.399757 + Penalty 2621.619484 = -289657.780273
  nChanged 4
		SP:Iteration 20F (9713.820000 sec): 3 clusters
  Score: Raw -292281.378179 + Penalty 2621.619484 = -289659.758695
  nChanged 8
		SP:Iteration 21Q (9713.830000 sec): 3 clusters
  Score: Raw -292285.712170 + Penalty 2621.619484 = -289664.092685
  nChanged 6
		SP:Iteration 22Q (9713.840000 sec): 3 clusters
  Score: Raw -292287.767899 + Penalty 2621.619484 = -289666.148414
  nChanged 2
		SP:Iteration 23Q (9713.840000 sec): 3 clusters
  Score: Raw -292288.219047 + Penalty 2621.619484 = -289666.599562
  nChanged 1
		SP:Iteration 24Q (9713.850000 sec): 3 clusters
  Score: Raw -292288.587166 + Penalty 2621.619484 = -289666.967682
  nChanged 2
		SP:Iteration 25Q (9713.860000 sec): 3 clusters
  Score: Raw -292289.540243 + Penalty 2621.619484 = -289667.920759
  nChanged 2
		SP:Iteration 26Q (9713.860000 sec): 3 clusters
  Score: Raw -292290.345999 + Penalty 2621.619484 = -289668.726515
  nChanged 2
		SP:Iteration 27Q (9713.870000 sec): 3 clusters
  Score: Raw -292291.001612 + Penalty 2621.619484 = -289669.382127
  nChanged 2
		SP:Iteration 28Q (9713.880000 sec): 3 clusters
  Score: Raw -292291.907408 + Penalty 2621.619484 = -289670.287924
  nChanged 2
		SP:Iteration 29Q (9713.880000 sec): 3 clusters
  Score: Raw -292292.410406 + Penalty 2621.619484 = -289670.790921
  nChanged 0
		SP:Iteration 30F (9713.890000 sec): 3 clusters
  Score: Raw -292292.410406 + Penalty 2621.619484 = -289670.790921
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9714.100000 sec): 2 clusters
  Score: Raw -7007416.577001 + Penalty 1809.361227 = -7005607.215774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9714.270000 sec): 3 clusters
  Score: Raw -6963515.158779 + Penalty 3618.722454 = -6959896.436325
  nChanged 32525
		SP:Iteration 1F (9714.440000 sec): 3 clusters
  Score: Raw -6982120.413898 + Penalty 3618.722454 = -6978501.691444
  nChanged 1997
		SP:Iteration 2Q (9714.620000 sec): 3 clusters
  Score: Raw -6982524.119611 + Penalty 3618.722454 = -6978905.397157
  nChanged 1899
		SP:Iteration 3Q (9714.800000 sec): 3 clusters
  Score: Raw -6982912.395685 + Penalty 3618.722454 = -6979293.673230
  nChanged 1855
		SP:Iteration 4Q (9714.980000 sec): 3 clusters
  Score: Raw -6983304.525618 + Penalty 3618.722454 = -6979685.803164
  nChanged 1848
		SP:Iteration 5Q (9715.160000 sec): 3 clusters
  Score: Raw -6983764.843631 + Penalty 3618.722454 = -6980146.121177
  nChanged 2059
		SP:Iteration 6Q (9715.340000 sec): 3 clusters
  Score: Raw -6984376.371453 + Penalty 3618.722454 = -6980757.648999
  nChanged 2518
		SP:Iteration 7Q (9715.520000 sec): 3 clusters
  Score: Raw -6985342.224483 + Penalty 3618.722454 = -6981723.502028
  nChanged 3305
		SP:Iteration 8Q (9715.700000 sec): 3 clusters
  Score: Raw -6987034.953730 + Penalty 3618.722454 = -6983416.231276
  nChanged 4411
		SP:Iteration 9F (9715.870000 sec): 3 clusters
  Score: Raw -6989956.885002 + Penalty 3618.722454 = -6986338.162548
  nChanged 5524
		SP:Iteration 10F (9716.040000 sec): 3 clusters
  Score: Raw -6994427.269583 + Penalty 3618.722454 = -6990808.547129
  nChanged 5732
		SP:Iteration 11F (9716.220000 sec): 3 clusters
  Score: Raw -6999719.500381 + Penalty 3618.722454 = -6996100.777927
  nChanged 4432
		SP:Iteration 12F (9716.380000 sec): 3 clusters
  Score: Raw -7004038.462784 + Penalty 3618.722454 = -7000419.740329
  nChanged 2409
		SP:Iteration 13Q (9716.540000 sec): 3 clusters
  Score: Raw -7006334.460720 + Penalty 3618.722454 = -7002715.738265
  nChanged 895
		SP:Iteration 14Q (9716.680000 sec): 3 clusters
  Score: Raw -7007164.811099 + Penalty 3618.722454 = -7003546.088645
  nChanged 230
		SP:Iteration 15Q (9716.810000 sec): 3 clusters
  Score: Raw -7007398.230750 + Penalty 3618.722454 = -7003779.508296
  nChanged 68
		SP:Iteration 16Q (9716.930000 sec): 3 clusters
  Score: Raw -7007484.969307 + Penalty 3618.722454 = -7003866.246853
  nChanged 25
		SP:Iteration 17Q (9717.050000 sec): 3 clusters
  Score: Raw -7007535.360574 + Penalty 3618.722454 = -7003916.638120
  nChanged 17
		SP:Iteration 18Q (9717.170000 sec): 3 clusters
  Score: Raw -7007558.432093 + Penalty 3618.722454 = -7003939.709639
  nChanged 7
		SP:Iteration 19Q (9717.290000 sec): 3 clusters
  Score: Raw -7007572.716241 + Penalty 3618.722454 = -7003953.993786
  nChanged 9
		SP:Iteration 20F (9717.460000 sec): 3 clusters
  Score: Raw -7007585.657722 + Penalty 3618.722454 = -7003966.935268
  nChanged 9
		SP:Iteration 21Q (9717.580000 sec): 3 clusters
  Score: Raw -7007603.145746 + Penalty 3618.722454 = -7003984.423292
  nChanged 4
		SP:Iteration 22Q (9717.700000 sec): 3 clusters
  Score: Raw -7007609.487768 + Penalty 3618.722454 = -7003990.765314
  nChanged 4
		SP:Iteration 23Q (9717.820000 sec): 3 clusters
  Score: Raw -7007618.776635 + Penalty 3618.722454 = -7004000.054181
  nChanged 4
		SP:Iteration 24Q (9717.940000 sec): 3 clusters
  Score: Raw -7007625.265751 + Penalty 3618.722454 = -7004006.543297
  nChanged 6
		SP:Iteration 25Q (9718.050000 sec): 3 clusters
  Score: Raw -7007639.385208 + Penalty 3618.722454 = -7004020.662754
  nChanged 3
		SP:Iteration 26Q (9718.170000 sec): 3 clusters
  Score: Raw -7007646.654443 + Penalty 3618.722454 = -7004027.931989
  nChanged 2
		SP:Iteration 27Q (9718.290000 sec): 3 clusters
  Score: Raw -7007649.976696 + Penalty 3618.722454 = -7004031.254241
  nChanged 1
		SP:Iteration 28Q (9718.400000 sec): 3 clusters
  Score: Raw -7007652.719764 + Penalty 3618.722454 = -7004033.997310
  nChanged 1
		SP:Iteration 29Q (9718.520000 sec): 3 clusters
  Score: Raw -7007653.426715 + Penalty 3618.722454 = -7004034.704261
  nChanged 0
		SP:Iteration 30F (9718.690000 sec): 3 clusters
  Score: Raw -7007653.426715 + Penalty 3618.722454 = -7004034.704261
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9718.730000 sec): 2 clusters
  Score: Raw -133511.540065 + Penalty 1206.620657 = -132304.919408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9718.740000 sec): 3 clusters
  Score: Raw -132824.332240 + Penalty 2413.241313 = -130411.090927
  nChanged 585
		SP:Iteration 1F (9718.740000 sec): 3 clusters
  Score: Raw -133278.304261 + Penalty 2413.241313 = -130865.062947
  nChanged 155
		SP:Iteration 2F (9718.740000 sec): 3 clusters
  Score: Raw -133460.221146 + Penalty 2413.241313 = -131046.979833
  nChanged 111
		SP:Iteration 3F (9718.750000 sec): 3 clusters
  Score: Raw -133594.321284 + Penalty 2413.241313 = -131181.079970
  nChanged 79
		SP:Iteration 4Q (9718.750000 sec): 3 clusters
  Score: Raw -133679.906327 + Penalty 2413.241313 = -131266.665014
  nChanged 52
		SP:Iteration 5Q (9718.760000 sec): 3 clusters
  Score: Raw -133752.751276 + Penalty 2413.241313 = -131339.509963
  nChanged 60
		SP:Iteration 6Q (9718.760000 sec): 3 clusters
  Score: Raw -133823.813074 + Penalty 2413.241313 = -131410.571760
  nChanged 52
		SP:Iteration 7Q (9718.760000 sec): 3 clusters
  Score: Raw -133867.237221 + Penalty 2413.241313 = -131453.995908
  nChanged 30
		SP:Iteration 8Q (9718.770000 sec): 3 clusters
  Score: Raw -133891.495200 + Penalty 2413.241313 = -131478.253887
  nChanged 23
		SP:Iteration 9Q (9718.770000 sec): 3 clusters
  Score: Raw -133908.600709 + Penalty 2413.241313 = -131495.359396
  nChanged 20
		SP:Iteration 10Q (9718.770000 sec): 3 clusters
  Score: Raw -133922.603061 + Penalty 2413.241313 = -131509.361748
  nChanged 16
		SP:Iteration 11Q (9718.780000 sec): 3 clusters
  Score: Raw -133930.005908 + Penalty 2413.241313 = -131516.764595
  nChanged 8
		SP:Iteration 12Q (9718.780000 sec): 3 clusters
  Score: Raw -133933.195774 + Penalty 2413.241313 = -131519.954461
  nChanged 10
		SP:Iteration 13Q (9718.780000 sec): 3 clusters
  Score: Raw -133938.329624 + Penalty 2413.241313 = -131525.088311
  nChanged 7
		SP:Iteration 14Q (9718.790000 sec): 3 clusters
  Score: Raw -133942.910080 + Penalty 2413.241313 = -131529.668767
  nChanged 11
		SP:Iteration 15Q (9718.790000 sec): 3 clusters
  Score: Raw -133951.243549 + Penalty 2413.241313 = -131538.002236
  nChanged 12
		SP:Iteration 16Q (9718.800000 sec): 3 clusters
  Score: Raw -133961.510768 + Penalty 2413.241313 = -131548.269455
  nChanged 11
		SP:Iteration 17Q (9718.800000 sec): 3 clusters
  Score: Raw -133968.881652 + Penalty 2413.241313 = -131555.640339
  nChanged 10
		SP:Iteration 18Q (9718.800000 sec): 3 clusters
  Score: Raw -133974.419697 + Penalty 2413.241313 = -131561.178384
  nChanged 4
		SP:Iteration 19Q (9718.800000 sec): 3 clusters
  Score: Raw -133975.978055 + Penalty 2413.241313 = -131562.736742
  nChanged 8
		SP:Iteration 20F (9718.810000 sec): 3 clusters
  Score: Raw -133980.788233 + Penalty 2413.241313 = -131567.546920
  nChanged 10
		SP:Iteration 21Q (9718.810000 sec): 3 clusters
  Score: Raw -133985.520668 + Penalty 2413.241313 = -131572.279355
  nChanged 10
		SP:Iteration 22Q (9718.820000 sec): 3 clusters
  Score: Raw -133992.169693 + Penalty 2413.241313 = -131578.928380
  nChanged 7
		SP:Iteration 23Q (9718.820000 sec): 3 clusters
  Score: Raw -133996.873672 + Penalty 2413.241313 = -131583.632358
  nChanged 6
		SP:Iteration 24Q (9718.820000 sec): 3 clusters
  Score: Raw -134000.839357 + Penalty 2413.241313 = -131587.598043
  nChanged 6
		SP:Iteration 25Q (9718.830000 sec): 3 clusters
  Score: Raw -134005.534340 + Penalty 2413.241313 = -131592.293027
  nChanged 13
		SP:Iteration 26Q (9718.830000 sec): 3 clusters
  Score: Raw -134017.707729 + Penalty 2413.241313 = -131604.466416
  nChanged 19
		SP:Iteration 27Q (9718.840000 sec): 3 clusters
  Score: Raw -134034.708514 + Penalty 2413.241313 = -131621.467201
  nChanged 13
		SP:Iteration 28Q (9718.840000 sec): 3 clusters
  Score: Raw -134043.110777 + Penalty 2413.241313 = -131629.869463
  nChanged 12
		SP:Iteration 29Q (9718.840000 sec): 3 clusters
  Score: Raw -134050.748746 + Penalty 2413.241313 = -131637.507433
  nChanged 7
		SP:Iteration 30Q (9718.840000 sec): 3 clusters
  Score: Raw -134054.716441 + Penalty 2413.241313 = -131641.475128
  nChanged 6
		SP:Iteration 31Q (9718.850000 sec): 3 clusters
  Score: Raw -134057.198494 + Penalty 2413.241313 = -131643.957181
  nChanged 2
		SP:Iteration 32Q (9718.850000 sec): 3 clusters
  Score: Raw -134058.582995 + Penalty 2413.241313 = -131645.341681
  nChanged 2
		SP:Iteration 33Q (9718.860000 sec): 3 clusters
  Score: Raw -134059.212889 + Penalty 2413.241313 = -131645.971576
  nChanged 3
		SP:Iteration 34Q (9718.860000 sec): 3 clusters
  Score: Raw -134060.335863 + Penalty 2413.241313 = -131647.094550
  nChanged 3
		SP:Iteration 35Q (9718.860000 sec): 3 clusters
  Score: Raw -134061.336273 + Penalty 2413.241313 = -131648.094960
  nChanged 2
		SP:Iteration 36Q (9718.860000 sec): 3 clusters
  Score: Raw -134061.896720 + Penalty 2413.241313 = -131648.655407
  nChanged 3
		SP:Iteration 37Q (9718.870000 sec): 3 clusters
  Score: Raw -134062.879971 + Penalty 2413.241313 = -131649.638658
  nChanged 2
		SP:Iteration 38Q (9718.870000 sec): 3 clusters
  Score: Raw -134063.731078 + Penalty 2413.241313 = -131650.489765
  nChanged 1
		SP:Iteration 39Q (9718.880000 sec): 3 clusters
  Score: Raw -134064.032058 + Penalty 2413.241313 = -131650.790744
  nChanged 2
		SP:Iteration 40F (9718.880000 sec): 3 clusters
  Score: Raw -134065.499205 + Penalty 2413.241313 = -131652.257892
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9718.890000 sec): 2 clusters
  Score: Raw -244031.417446 + Penalty 1281.854356 = -242749.563089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9718.900000 sec): 3 clusters
  Score: Raw -242810.127871 + Penalty 2563.708713 = -240246.419158
  nChanged 1002
		SP:Iteration 1F (9718.900000 sec): 3 clusters
  Score: Raw -243460.057545 + Penalty 2563.708713 = -240896.348832
  nChanged 235
		SP:Iteration 2F (9718.910000 sec): 3 clusters
  Score: Raw -243665.902365 + Penalty 2563.708713 = -241102.193653
  nChanged 175
		SP:Iteration 3F (9718.920000 sec): 3 clusters
  Score: Raw -243837.420852 + Penalty 2563.708713 = -241273.712139
  nChanged 156
		SP:Iteration 4F (9718.920000 sec): 3 clusters
  Score: Raw -244001.212912 + Penalty 2563.708713 = -241437.504199
  nChanged 142
		SP:Iteration 5F (9718.930000 sec): 3 clusters
  Score: Raw -244129.821494 + Penalty 2563.708713 = -241566.112782
  nChanged 115
		SP:Iteration 6Q (9718.930000 sec): 3 clusters
  Score: Raw -244222.464494 + Penalty 2563.708713 = -241658.755781
  nChanged 84
		SP:Iteration 7Q (9718.940000 sec): 3 clusters
  Score: Raw -244291.174007 + Penalty 2563.708713 = -241727.465294
  nChanged 66
		SP:Iteration 8Q (9718.940000 sec): 3 clusters
  Score: Raw -244345.212775 + Penalty 2563.708713 = -241781.504062
  nChanged 61
		SP:Iteration 9Q (9718.950000 sec): 3 clusters
  Score: Raw -244393.535096 + Penalty 2563.708713 = -241829.826383
  nChanged 46
		SP:Iteration 10Q (9718.960000 sec): 3 clusters
  Score: Raw -244427.128969 + Penalty 2563.708713 = -241863.420256
  nChanged 44
		SP:Iteration 11Q (9718.960000 sec): 3 clusters
  Score: Raw -244458.569943 + Penalty 2563.708713 = -241894.861230
  nChanged 48
		SP:Iteration 12Q (9718.970000 sec): 3 clusters
  Score: Raw -244487.462339 + Penalty 2563.708713 = -241923.753626
  nChanged 38
		SP:Iteration 13Q (9718.980000 sec): 3 clusters
  Score: Raw -244521.823946 + Penalty 2563.708713 = -241958.115233
  nChanged 41
		SP:Iteration 14Q (9718.980000 sec): 3 clusters
  Score: Raw -244565.993323 + Penalty 2563.708713 = -242002.284611
  nChanged 47
		SP:Iteration 15Q (9718.980000 sec): 3 clusters
  Score: Raw -244617.155166 + Penalty 2563.708713 = -242053.446454
  nChanged 59
		SP:Iteration 16Q (9718.990000 sec): 3 clusters
  Score: Raw -244686.984589 + Penalty 2563.708713 = -242123.275876
  nChanged 59
		SP:Iteration 17Q (9718.990000 sec): 3 clusters
  Score: Raw -244754.488146 + Penalty 2563.708713 = -242190.779434
  nChanged 51
		SP:Iteration 18Q (9719.000000 sec): 3 clusters
  Score: Raw -244815.906293 + Penalty 2563.708713 = -242252.197580
  nChanged 40
		SP:Iteration 19Q (9719.000000 sec): 3 clusters
  Score: Raw -244859.742231 + Penalty 2563.708713 = -242296.033518
  nChanged 32
		SP:Iteration 20F (9719.010000 sec): 3 clusters
  Score: Raw -244889.504321 + Penalty 2563.708713 = -242325.795608
  nChanged 28
		SP:Iteration 21Q (9719.020000 sec): 3 clusters
  Score: Raw -244915.206386 + Penalty 2563.708713 = -242351.497673
  nChanged 30
		SP:Iteration 22Q (9719.020000 sec): 3 clusters
  Score: Raw -244936.964688 + Penalty 2563.708713 = -242373.255976
  nChanged 18
		SP:Iteration 23Q (9719.020000 sec): 3 clusters
  Score: Raw -244948.278553 + Penalty 2563.708713 = -242384.569840
  nChanged 17
		SP:Iteration 24Q (9719.030000 sec): 3 clusters
  Score: Raw -244957.896989 + Penalty 2563.708713 = -242394.188276
  nChanged 8
		SP:Iteration 25Q (9719.040000 sec): 3 clusters
  Score: Raw -244961.598517 + Penalty 2563.708713 = -242397.889804
  nChanged 3
		SP:Iteration 26Q (9719.040000 sec): 3 clusters
  Score: Raw -244964.200063 + Penalty 2563.708713 = -242400.491350
  nChanged 3
		SP:Iteration 27Q (9719.040000 sec): 3 clusters
  Score: Raw -244966.501012 + Penalty 2563.708713 = -242402.792299
  nChanged 2
		SP:Iteration 28Q (9719.050000 sec): 3 clusters
  Score: Raw -244967.311971 + Penalty 2563.708713 = -242403.603258
  nChanged 1
		SP:Iteration 29Q (9719.060000 sec): 3 clusters
  Score: Raw -244967.462430 + Penalty 2563.708713 = -242403.753717
  nChanged 1
		SP:Iteration 30Q (9719.060000 sec): 3 clusters
  Score: Raw -244967.892516 + Penalty 2563.708713 = -242404.183803
  nChanged 0
		SP:Iteration 31F (9719.070000 sec): 3 clusters
  Score: Raw -244967.892516 + Penalty 2563.708713 = -242404.183803
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9719.080000 sec): 2 clusters
  Score: Raw -533751.866656 + Penalty 1399.797490 = -532352.069166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9719.100000 sec): 3 clusters
  Score: Raw -530915.684957 + Penalty 2799.594979 = -528116.089978
  nChanged 2233
		SP:Iteration 1F (9719.110000 sec): 3 clusters
  Score: Raw -532222.498316 + Penalty 2799.594979 = -529422.903337
  nChanged 414
		SP:Iteration 2F (9719.120000 sec): 3 clusters
  Score: Raw -532511.392574 + Penalty 2799.594979 = -529711.797595
  nChanged 371
		SP:Iteration 3F (9719.140000 sec): 3 clusters
  Score: Raw -532798.240737 + Penalty 2799.594979 = -529998.645758
  nChanged 347
		SP:Iteration 4F (9719.150000 sec): 3 clusters
  Score: Raw -533123.336012 + Penalty 2799.594979 = -530323.741032
  nChanged 332
		SP:Iteration 5F (9719.160000 sec): 3 clusters
  Score: Raw -533448.713112 + Penalty 2799.594979 = -530649.118133
  nChanged 303
		SP:Iteration 6F (9719.180000 sec): 3 clusters
  Score: Raw -533733.968733 + Penalty 2799.594979 = -530934.373754
  nChanged 273
		SP:Iteration 7Q (9719.190000 sec): 3 clusters
  Score: Raw -533962.996927 + Penalty 2799.594979 = -531163.401948
  nChanged 222
		SP:Iteration 8Q (9719.200000 sec): 3 clusters
  Score: Raw -534120.701645 + Penalty 2799.594979 = -531321.106666
  nChanged 148
		SP:Iteration 9Q (9719.210000 sec): 3 clusters
  Score: Raw -534221.977536 + Penalty 2799.594979 = -531422.382557
  nChanged 122
		SP:Iteration 10Q (9719.220000 sec): 3 clusters
  Score: Raw -534284.517303 + Penalty 2799.594979 = -531484.922324
  nChanged 80
		SP:Iteration 11Q (9719.240000 sec): 3 clusters
  Score: Raw -534316.832023 + Penalty 2799.594979 = -531517.237044
  nChanged 60
		SP:Iteration 12Q (9719.240000 sec): 3 clusters
  Score: Raw -534345.165844 + Penalty 2799.594979 = -531545.570865
  nChanged 52
		SP:Iteration 13Q (9719.260000 sec): 3 clusters
  Score: Raw -534366.823726 + Penalty 2799.594979 = -531567.228747
  nChanged 47
		SP:Iteration 14Q (9719.270000 sec): 3 clusters
  Score: Raw -534385.550611 + Penalty 2799.594979 = -531585.955632
  nChanged 44
		SP:Iteration 15Q (9719.280000 sec): 3 clusters
  Score: Raw -534400.503305 + Penalty 2799.594979 = -531600.908325
  nChanged 33
		SP:Iteration 16Q (9719.290000 sec): 3 clusters
  Score: Raw -534413.137849 + Penalty 2799.594979 = -531613.542870
  nChanged 31
		SP:Iteration 17Q (9719.300000 sec): 3 clusters
  Score: Raw -534422.521163 + Penalty 2799.594979 = -531622.926184
  nChanged 32
		SP:Iteration 18Q (9719.320000 sec): 3 clusters
  Score: Raw -534435.496237 + Penalty 2799.594979 = -531635.901257
  nChanged 30
		SP:Iteration 19Q (9719.330000 sec): 3 clusters
  Score: Raw -534446.059921 + Penalty 2799.594979 = -531646.464942
  nChanged 27
		SP:Iteration 20F (9719.340000 sec): 3 clusters
  Score: Raw -534459.613274 + Penalty 2799.594979 = -531660.018294
  nChanged 33
		SP:Iteration 21Q (9719.350000 sec): 3 clusters
  Score: Raw -534474.469139 + Penalty 2799.594979 = -531674.874160
  nChanged 40
		SP:Iteration 22Q (9719.360000 sec): 3 clusters
  Score: Raw -534488.966561 + Penalty 2799.594979 = -531689.371581
  nChanged 39
		SP:Iteration 23Q (9719.370000 sec): 3 clusters
  Score: Raw -534505.822972 + Penalty 2799.594979 = -531706.227993
  nChanged 34
		SP:Iteration 24Q (9719.380000 sec): 3 clusters
  Score: Raw -534519.240753 + Penalty 2799.594979 = -531719.645774
  nChanged 43
		SP:Iteration 25Q (9719.400000 sec): 3 clusters
  Score: Raw -534540.573934 + Penalty 2799.594979 = -531740.978955
  nChanged 44
		SP:Iteration 26Q (9719.410000 sec): 3 clusters
  Score: Raw -534562.030854 + Penalty 2799.594979 = -531762.435875
  nChanged 47
		SP:Iteration 27Q (9719.420000 sec): 3 clusters
  Score: Raw -534584.873710 + Penalty 2799.594979 = -531785.278731
  nChanged 33
		SP:Iteration 28Q (9719.430000 sec): 3 clusters
  Score: Raw -534602.864106 + Penalty 2799.594979 = -531803.269127
  nChanged 38
		SP:Iteration 29Q (9719.440000 sec): 3 clusters
  Score: Raw -534628.673841 + Penalty 2799.594979 = -531829.078862
  nChanged 46
		SP:Iteration 30Q (9719.450000 sec): 3 clusters
  Score: Raw -534664.916568 + Penalty 2799.594979 = -531865.321589
  nChanged 39
		SP:Iteration 31Q (9719.460000 sec): 3 clusters
  Score: Raw -534686.444382 + Penalty 2799.594979 = -531886.849403
  nChanged 23
		SP:Iteration 32Q (9719.480000 sec): 3 clusters
  Score: Raw -534694.035034 + Penalty 2799.594979 = -531894.440055
  nChanged 20
		SP:Iteration 33Q (9719.480000 sec): 3 clusters
  Score: Raw -534701.820526 + Penalty 2799.594979 = -531902.225547
  nChanged 23
		SP:Iteration 34Q (9719.500000 sec): 3 clusters
  Score: Raw -534710.749451 + Penalty 2799.594979 = -531911.154472
  nChanged 20
		SP:Iteration 35Q (9719.510000 sec): 3 clusters
  Score: Raw -534717.289482 + Penalty 2799.594979 = -531917.694503
  nChanged 16
		SP:Iteration 36Q (9719.520000 sec): 3 clusters
  Score: Raw -534721.885861 + Penalty 2799.594979 = -531922.290882
  nChanged 12
		SP:Iteration 37Q (9719.530000 sec): 3 clusters
  Score: Raw -534725.777158 + Penalty 2799.594979 = -531926.182179
  nChanged 8
		SP:Iteration 38Q (9719.540000 sec): 3 clusters
  Score: Raw -534727.854765 + Penalty 2799.594979 = -531928.259786
  nChanged 12
		SP:Iteration 39Q (9719.550000 sec): 3 clusters
  Score: Raw -534730.862186 + Penalty 2799.594979 = -531931.267206
  nChanged 11
		SP:Iteration 40F (9719.560000 sec): 3 clusters
  Score: Raw -534734.406783 + Penalty 2799.594979 = -531934.811804
  nChanged 13
		SP:Iteration 41Q (9719.580000 sec): 3 clusters
  Score: Raw -534738.518994 + Penalty 2799.594979 = -531938.924014
  nChanged 10
		SP:Iteration 42Q (9719.580000 sec): 3 clusters
  Score: Raw -534740.450046 + Penalty 2799.594979 = -531940.855067
  nChanged 8
		SP:Iteration 43Q (9719.600000 sec): 3 clusters
  Score: Raw -534742.150652 + Penalty 2799.594979 = -531942.555672
  nChanged 6
		SP:Iteration 44Q (9719.610000 sec): 3 clusters
  Score: Raw -534743.518018 + Penalty 2799.594979 = -531943.923038
  nChanged 1
		SP:Iteration 45Q (9719.620000 sec): 3 clusters
  Score: Raw -534743.739378 + Penalty 2799.594979 = -531944.144398
  nChanged 1
		SP:Iteration 46Q (9719.630000 sec): 3 clusters
  Score: Raw -534743.983625 + Penalty 2799.594979 = -531944.388645
  nChanged 3
		SP:Iteration 47Q (9719.640000 sec): 3 clusters
  Score: Raw -534744.712738 + Penalty 2799.594979 = -531945.117759
  nChanged 1
		SP:Iteration 48Q (9719.650000 sec): 3 clusters
  Score: Raw -534744.888305 + Penalty 2799.594979 = -531945.293326
  nChanged 0
		SP:Iteration 49F (9719.660000 sec): 3 clusters
  Score: Raw -534744.888305 + Penalty 2799.594979 = -531945.293326
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9719.680000 sec): 2 clusters
  Score: Raw -463964.980725 + Penalty 1369.253241 = -462595.727484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9719.690000 sec): 3 clusters
  Score: Raw -461646.605442 + Penalty 2738.506483 = -458908.098960
  nChanged 1819
		SP:Iteration 1F (9719.700000 sec): 3 clusters
  Score: Raw -462623.569190 + Penalty 2738.506483 = -459885.062708
  nChanged 309
		SP:Iteration 2F (9719.710000 sec): 3 clusters
  Score: Raw -462787.438551 + Penalty 2738.506483 = -460048.932068
  nChanged 233
		SP:Iteration 3F (9719.720000 sec): 3 clusters
  Score: Raw -462896.344899 + Penalty 2738.506483 = -460157.838417
  nChanged 170
		SP:Iteration 4Q (9719.730000 sec): 3 clusters
  Score: Raw -462976.378789 + Penalty 2738.506483 = -460237.872307
  nChanged 140
		SP:Iteration 5Q (9719.740000 sec): 3 clusters
  Score: Raw -463035.989790 + Penalty 2738.506483 = -460297.483307
  nChanged 116
		SP:Iteration 6Q (9719.750000 sec): 3 clusters
  Score: Raw -463083.966255 + Penalty 2738.506483 = -460345.459773
  nChanged 96
		SP:Iteration 7Q (9719.760000 sec): 3 clusters
  Score: Raw -463124.306284 + Penalty 2738.506483 = -460385.799801
  nChanged 102
		SP:Iteration 8Q (9719.770000 sec): 3 clusters
  Score: Raw -463159.960223 + Penalty 2738.506483 = -460421.453741
  nChanged 76
		SP:Iteration 9Q (9719.780000 sec): 3 clusters
  Score: Raw -463183.471084 + Penalty 2738.506483 = -460444.964601
  nChanged 61
		SP:Iteration 10Q (9719.800000 sec): 3 clusters
  Score: Raw -463200.918466 + Penalty 2738.506483 = -460462.411983
  nChanged 41
		SP:Iteration 11Q (9719.800000 sec): 3 clusters
  Score: Raw -463212.361336 + Penalty 2738.506483 = -460473.854853
  nChanged 40
		SP:Iteration 12Q (9719.820000 sec): 3 clusters
  Score: Raw -463226.190116 + Penalty 2738.506483 = -460487.683634
  nChanged 34
		SP:Iteration 13Q (9719.820000 sec): 3 clusters
  Score: Raw -463235.198802 + Penalty 2738.506483 = -460496.692319
  nChanged 37
		SP:Iteration 14Q (9719.840000 sec): 3 clusters
  Score: Raw -463246.122193 + Penalty 2738.506483 = -460507.615710
  nChanged 37
		SP:Iteration 15Q (9719.850000 sec): 3 clusters
  Score: Raw -463256.859921 + Penalty 2738.506483 = -460518.353439
  nChanged 46
		SP:Iteration 16Q (9719.860000 sec): 3 clusters
  Score: Raw -463268.691792 + Penalty 2738.506483 = -460530.185309
  nChanged 26
		SP:Iteration 17Q (9719.870000 sec): 3 clusters
  Score: Raw -463275.323669 + Penalty 2738.506483 = -460536.817186
  nChanged 28
		SP:Iteration 18Q (9719.880000 sec): 3 clusters
  Score: Raw -463282.653477 + Penalty 2738.506483 = -460544.146994
  nChanged 29
		SP:Iteration 19Q (9719.890000 sec): 3 clusters
  Score: Raw -463290.824752 + Penalty 2738.506483 = -460552.318269
  nChanged 33
		SP:Iteration 20F (9719.900000 sec): 3 clusters
  Score: Raw -463301.378266 + Penalty 2738.506483 = -460562.871784
  nChanged 35
		SP:Iteration 21Q (9719.910000 sec): 3 clusters
  Score: Raw -463309.982400 + Penalty 2738.506483 = -460571.475917
  nChanged 38
		SP:Iteration 22Q (9719.920000 sec): 3 clusters
  Score: Raw -463319.250128 + Penalty 2738.506483 = -460580.743645
  nChanged 29
		SP:Iteration 23Q (9719.930000 sec): 3 clusters
  Score: Raw -463326.672683 + Penalty 2738.506483 = -460588.166200
  nChanged 33
		SP:Iteration 24Q (9719.940000 sec): 3 clusters
  Score: Raw -463336.630035 + Penalty 2738.506483 = -460598.123552
  nChanged 39
		SP:Iteration 25Q (9719.950000 sec): 3 clusters
  Score: Raw -463350.624967 + Penalty 2738.506483 = -460612.118484
  nChanged 46
		SP:Iteration 26Q (9719.960000 sec): 3 clusters
  Score: Raw -463364.561821 + Penalty 2738.506483 = -460626.055338
  nChanged 44
		SP:Iteration 27Q (9719.970000 sec): 3 clusters
  Score: Raw -463377.648128 + Penalty 2738.506483 = -460639.141645
  nChanged 44
		SP:Iteration 28Q (9719.980000 sec): 3 clusters
  Score: Raw -463387.630976 + Penalty 2738.506483 = -460649.124493
  nChanged 22
		SP:Iteration 29Q (9719.990000 sec): 3 clusters
  Score: Raw -463391.642008 + Penalty 2738.506483 = -460653.135526
  nChanged 17
		SP:Iteration 30Q (9720.000000 sec): 3 clusters
  Score: Raw -463396.437214 + Penalty 2738.506483 = -460657.930731
  nChanged 20
		SP:Iteration 31Q (9720.010000 sec): 3 clusters
  Score: Raw -463401.307710 + Penalty 2738.506483 = -460662.801227
  nChanged 18
		SP:Iteration 32Q (9720.030000 sec): 3 clusters
  Score: Raw -463405.465724 + Penalty 2738.506483 = -460666.959241
  nChanged 19
		SP:Iteration 33Q (9720.040000 sec): 3 clusters
  Score: Raw -463409.530316 + Penalty 2738.506483 = -460671.023833
  nChanged 20
		SP:Iteration 34Q (9720.050000 sec): 3 clusters
  Score: Raw -463414.837181 + Penalty 2738.506483 = -460676.330699
  nChanged 19
		SP:Iteration 35Q (9720.060000 sec): 3 clusters
  Score: Raw -463419.732031 + Penalty 2738.506483 = -460681.225548
  nChanged 26
		SP:Iteration 36Q (9720.070000 sec): 3 clusters
  Score: Raw -463426.054459 + Penalty 2738.506483 = -460687.547976
  nChanged 22
		SP:Iteration 37Q (9720.080000 sec): 3 clusters
  Score: Raw -463432.324852 + Penalty 2738.506483 = -460693.818370
  nChanged 26
		SP:Iteration 38Q (9720.090000 sec): 3 clusters
  Score: Raw -463438.176762 + Penalty 2738.506483 = -460699.670280
  nChanged 20
		SP:Iteration 39Q (9720.100000 sec): 3 clusters
  Score: Raw -463444.092067 + Penalty 2738.506483 = -460705.585584
  nChanged 26
		SP:Iteration 40F (9720.110000 sec): 3 clusters
  Score: Raw -463453.683730 + Penalty 2738.506483 = -460715.177248
  nChanged 29
		SP:Iteration 41Q (9720.120000 sec): 3 clusters
  Score: Raw -463463.496545 + Penalty 2738.506483 = -460724.990062
  nChanged 24
		SP:Iteration 42Q (9720.130000 sec): 3 clusters
  Score: Raw -463472.948655 + Penalty 2738.506483 = -460734.442172
  nChanged 22
		SP:Iteration 43Q (9720.140000 sec): 3 clusters
  Score: Raw -463481.040633 + Penalty 2738.506483 = -460742.534150
  nChanged 22
		SP:Iteration 44Q (9720.150000 sec): 3 clusters
  Score: Raw -463489.154954 + Penalty 2738.506483 = -460750.648471
  nChanged 30
		SP:Iteration 45Q (9720.170000 sec): 3 clusters
  Score: Raw -463499.430326 + Penalty 2738.506483 = -460760.923843
  nChanged 30
		SP:Iteration 46Q (9720.170000 sec): 3 clusters
  Score: Raw -463507.110702 + Penalty 2738.506483 = -460768.604219
  nChanged 24
		SP:Iteration 47Q (9720.190000 sec): 3 clusters
  Score: Raw -463514.314129 + Penalty 2738.506483 = -460775.807647
  nChanged 27
		SP:Iteration 48Q (9720.190000 sec): 3 clusters
  Score: Raw -463524.305388 + Penalty 2738.506483 = -460785.798905
  nChanged 33
		SP:Iteration 49Q (9720.210000 sec): 3 clusters
  Score: Raw -463536.743475 + Penalty 2738.506483 = -460798.236993
  nChanged 40
		SP:Iteration 50Q (9720.220000 sec): 3 clusters
  Score: Raw -463550.731386 + Penalty 2738.506483 = -460812.224904
  nChanged 42
		SP:Iteration 51Q (9720.230000 sec): 3 clusters
  Score: Raw -463567.907402 + Penalty 2738.506483 = -460829.400920
  nChanged 51
		SP:Iteration 52Q (9720.240000 sec): 3 clusters
  Score: Raw -463591.043980 + Penalty 2738.506483 = -460852.537497
  nChanged 49
		SP:Iteration 53Q (9720.250000 sec): 3 clusters
  Score: Raw -463611.752376 + Penalty 2738.506483 = -460873.245893
  nChanged 66
		SP:Iteration 54Q (9720.260000 sec): 3 clusters
  Score: Raw -463639.519426 + Penalty 2738.506483 = -460901.012943
  nChanged 60
		SP:Iteration 55Q (9720.270000 sec): 3 clusters
  Score: Raw -463671.716510 + Penalty 2738.506483 = -460933.210027
  nChanged 73
		SP:Iteration 56Q (9720.280000 sec): 3 clusters
  Score: Raw -463700.636584 + Penalty 2738.506483 = -460962.130101
  nChanged 62
		SP:Iteration 57Q (9720.290000 sec): 3 clusters
  Score: Raw -463722.012381 + Penalty 2738.506483 = -460983.505898
  nChanged 33
		SP:Iteration 58Q (9720.300000 sec): 3 clusters
  Score: Raw -463734.385660 + Penalty 2738.506483 = -460995.879177
  nChanged 30
		SP:Iteration 59Q (9720.310000 sec): 3 clusters
  Score: Raw -463744.884933 + Penalty 2738.506483 = -461006.378451
  nChanged 29
		SP:Iteration 60F (9720.320000 sec): 3 clusters
  Score: Raw -463753.890644 + Penalty 2738.506483 = -461015.384161
  nChanged 25
		SP:Iteration 61Q (9720.330000 sec): 3 clusters
  Score: Raw -463761.025795 + Penalty 2738.506483 = -461022.519312
  nChanged 18
		SP:Iteration 62Q (9720.340000 sec): 3 clusters
  Score: Raw -463766.660449 + Penalty 2738.506483 = -461028.153967
  nChanged 11
		SP:Iteration 63Q (9720.350000 sec): 3 clusters
  Score: Raw -463770.149122 + Penalty 2738.506483 = -461031.642640
  nChanged 12
		SP:Iteration 64Q (9720.360000 sec): 3 clusters
  Score: Raw -463773.206143 + Penalty 2738.506483 = -461034.699661
  nChanged 11
		SP:Iteration 65Q (9720.370000 sec): 3 clusters
  Score: Raw -463777.585033 + Penalty 2738.506483 = -461039.078550
  nChanged 15
		SP:Iteration 66Q (9720.380000 sec): 3 clusters
  Score: Raw -463782.982740 + Penalty 2738.506483 = -461044.476258
  nChanged 15
		SP:Iteration 67Q (9720.390000 sec): 3 clusters
  Score: Raw -463787.260342 + Penalty 2738.506483 = -461048.753859
  nChanged 15
		SP:Iteration 68Q (9720.400000 sec): 3 clusters
  Score: Raw -463791.747060 + Penalty 2738.506483 = -461053.240577
  nChanged 20
		SP:Iteration 69Q (9720.410000 sec): 3 clusters
  Score: Raw -463797.644113 + Penalty 2738.506483 = -461059.137630
  nChanged 19
		SP:Iteration 70Q (9720.420000 sec): 3 clusters
  Score: Raw -463803.558032 + Penalty 2738.506483 = -461065.051550
  nChanged 20
		SP:Iteration 71Q (9720.430000 sec): 3 clusters
  Score: Raw -463807.930700 + Penalty 2738.506483 = -461069.424218
  nChanged 14
		SP:Iteration 72Q (9720.440000 sec): 3 clusters
  Score: Raw -463811.010528 + Penalty 2738.506483 = -461072.504045
  nChanged 11
		SP:Iteration 73Q (9720.450000 sec): 3 clusters
  Score: Raw -463814.471143 + Penalty 2738.506483 = -461075.964660
  nChanged 14
		SP:Iteration 74Q (9720.460000 sec): 3 clusters
  Score: Raw -463818.944221 + Penalty 2738.506483 = -461080.437738
  nChanged 10
		SP:Iteration 75Q (9720.470000 sec): 3 clusters
  Score: Raw -463822.179562 + Penalty 2738.506483 = -461083.673079
  nChanged 7
		SP:Iteration 76Q (9720.480000 sec): 3 clusters
  Score: Raw -463825.271863 + Penalty 2738.506483 = -461086.765381
  nChanged 8
		SP:Iteration 77Q (9720.490000 sec): 3 clusters
  Score: Raw -463827.425357 + Penalty 2738.506483 = -461088.918874
  nChanged 6
		SP:Iteration 78Q (9720.500000 sec): 3 clusters
  Score: Raw -463828.457462 + Penalty 2738.506483 = -461089.950980
  nChanged 2
		SP:Iteration 79Q (9720.510000 sec): 3 clusters
  Score: Raw -463828.760556 + Penalty 2738.506483 = -461090.254073
  nChanged 1
		SP:Iteration 80F (9720.520000 sec): 3 clusters
  Score: Raw -463828.853575 + Penalty 2738.506483 = -461090.347092
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9720.550000 sec): 2 clusters
  Score: Raw -897614.491963 + Penalty 1479.991983 = -896134.499980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9720.570000 sec): 3 clusters
  Score: Raw -892464.468586 + Penalty 2959.983966 = -889504.484619
  nChanged 3894
		SP:Iteration 1F (9720.590000 sec): 3 clusters
  Score: Raw -894623.084866 + Penalty 2959.983966 = -891663.100899
  nChanged 597
		SP:Iteration 2F (9720.610000 sec): 3 clusters
  Score: Raw -894895.896307 + Penalty 2959.983966 = -891935.912341
  nChanged 467
		SP:Iteration 3F (9720.630000 sec): 3 clusters
  Score: Raw -895083.483224 + Penalty 2959.983966 = -892123.499258
  nChanged 357
		SP:Iteration 4Q (9720.650000 sec): 3 clusters
  Score: Raw -895234.171889 + Penalty 2959.983966 = -892274.187923
  nChanged 363
		SP:Iteration 5Q (9720.670000 sec): 3 clusters
  Score: Raw -895383.591459 + Penalty 2959.983966 = -892423.607492
  nChanged 332
		SP:Iteration 6Q (9720.690000 sec): 3 clusters
  Score: Raw -895521.274732 + Penalty 2959.983966 = -892561.290766
  nChanged 302
		SP:Iteration 7Q (9720.710000 sec): 3 clusters
  Score: Raw -895651.888950 + Penalty 2959.983966 = -892691.904983
  nChanged 301
		SP:Iteration 8Q (9720.730000 sec): 3 clusters
  Score: Raw -895770.969328 + Penalty 2959.983966 = -892810.985361
  nChanged 282
		SP:Iteration 9Q (9720.750000 sec): 3 clusters
  Score: Raw -895879.315354 + Penalty 2959.983966 = -892919.331388
  nChanged 277
		SP:Iteration 10Q (9720.770000 sec): 3 clusters
  Score: Raw -895993.237381 + Penalty 2959.983966 = -893033.253414
  nChanged 273
		SP:Iteration 11Q (9720.790000 sec): 3 clusters
  Score: Raw -896121.982315 + Penalty 2959.983966 = -893161.998348
  nChanged 283
		SP:Iteration 12Q (9720.820000 sec): 3 clusters
  Score: Raw -896255.282523 + Penalty 2959.983966 = -893295.298556
  nChanged 272
		SP:Iteration 13Q (9720.840000 sec): 3 clusters
  Score: Raw -896377.321466 + Penalty 2959.983966 = -893417.337500
  nChanged 264
		SP:Iteration 14Q (9720.860000 sec): 3 clusters
  Score: Raw -896491.533509 + Penalty 2959.983966 = -893531.549543
  nChanged 260
		SP:Iteration 15Q (9720.880000 sec): 3 clusters
  Score: Raw -896616.049726 + Penalty 2959.983966 = -893656.065759
  nChanged 266
		SP:Iteration 16Q (9720.900000 sec): 3 clusters
  Score: Raw -896775.843378 + Penalty 2959.983966 = -893815.859412
  nChanged 286
		SP:Iteration 17Q (9720.920000 sec): 3 clusters
  Score: Raw -896991.924196 + Penalty 2959.983966 = -894031.940229
  nChanged 273
		SP:Iteration 18Q (9720.940000 sec): 3 clusters
  Score: Raw -897214.083529 + Penalty 2959.983966 = -894254.099563
  nChanged 268
		SP:Iteration 19Q (9720.960000 sec): 3 clusters
  Score: Raw -897448.854492 + Penalty 2959.983966 = -894488.870525
  nChanged 236
		SP:Iteration 20F (9720.980000 sec): 3 clusters
  Score: Raw -897633.039149 + Penalty 2959.983966 = -894673.055183
  nChanged 192
		SP:Iteration 21Q (9721.000000 sec): 3 clusters
  Score: Raw -897816.566127 + Penalty 2959.983966 = -894856.582161
  nChanged 178
		SP:Iteration 22Q (9721.020000 sec): 3 clusters
  Score: Raw -897992.712083 + Penalty 2959.983966 = -895032.728116
  nChanged 141
		SP:Iteration 23Q (9721.030000 sec): 3 clusters
  Score: Raw -898113.802852 + Penalty 2959.983966 = -895153.818885
  nChanged 98
		SP:Iteration 24Q (9721.050000 sec): 3 clusters
  Score: Raw -898186.588117 + Penalty 2959.983966 = -895226.604151
  nChanged 82
		SP:Iteration 25Q (9721.070000 sec): 3 clusters
  Score: Raw -898237.802571 + Penalty 2959.983966 = -895277.818604
  nChanged 66
		SP:Iteration 26Q (9721.090000 sec): 3 clusters
  Score: Raw -898275.661960 + Penalty 2959.983966 = -895315.677994
  nChanged 54
		SP:Iteration 27Q (9721.100000 sec): 3 clusters
  Score: Raw -898300.371203 + Penalty 2959.983966 = -895340.387237
  nChanged 40
		SP:Iteration 28Q (9721.120000 sec): 3 clusters
  Score: Raw -898318.787642 + Penalty 2959.983966 = -895358.803676
  nChanged 43
		SP:Iteration 29Q (9721.130000 sec): 3 clusters
  Score: Raw -898339.326234 + Penalty 2959.983966 = -895379.342267
  nChanged 42
		SP:Iteration 30Q (9721.150000 sec): 3 clusters
  Score: Raw -898361.381263 + Penalty 2959.983966 = -895401.397297
  nChanged 49
		SP:Iteration 31Q (9721.170000 sec): 3 clusters
  Score: Raw -898393.060465 + Penalty 2959.983966 = -895433.076498
  nChanged 43
		SP:Iteration 32Q (9721.180000 sec): 3 clusters
  Score: Raw -898412.794933 + Penalty 2959.983966 = -895452.810966
  nChanged 31
		SP:Iteration 33Q (9721.200000 sec): 3 clusters
  Score: Raw -898423.882970 + Penalty 2959.983966 = -895463.899004
  nChanged 25
		SP:Iteration 34Q (9721.210000 sec): 3 clusters
  Score: Raw -898433.024714 + Penalty 2959.983966 = -895473.040747
  nChanged 19
		SP:Iteration 35Q (9721.230000 sec): 3 clusters
  Score: Raw -898440.198966 + Penalty 2959.983966 = -895480.215000
  nChanged 19
		SP:Iteration 36Q (9721.250000 sec): 3 clusters
  Score: Raw -898447.390201 + Penalty 2959.983966 = -895487.406234
  nChanged 18
		SP:Iteration 37Q (9721.260000 sec): 3 clusters
  Score: Raw -898452.478631 + Penalty 2959.983966 = -895492.494665
  nChanged 13
		SP:Iteration 38Q (9721.270000 sec): 3 clusters
  Score: Raw -898455.602757 + Penalty 2959.983966 = -895495.618791
  nChanged 8
		SP:Iteration 39Q (9721.290000 sec): 3 clusters
  Score: Raw -898457.569717 + Penalty 2959.983966 = -895497.585751
  nChanged 7
		SP:Iteration 40F (9721.310000 sec): 3 clusters
  Score: Raw -898458.979423 + Penalty 2959.983966 = -895498.995457
  nChanged 8
		SP:Iteration 41Q (9721.330000 sec): 3 clusters
  Score: Raw -898461.733488 + Penalty 2959.983966 = -895501.749521
  nChanged 5
		SP:Iteration 42Q (9721.340000 sec): 3 clusters
  Score: Raw -898463.142979 + Penalty 2959.983966 = -895503.159012
  nChanged 4
		SP:Iteration 43Q (9721.360000 sec): 3 clusters
  Score: Raw -898463.795438 + Penalty 2959.983966 = -895503.811471
  nChanged 4
		SP:Iteration 44Q (9721.370000 sec): 3 clusters
  Score: Raw -898464.388705 + Penalty 2959.983966 = -895504.404738
  nChanged 5
		SP:Iteration 45Q (9721.390000 sec): 3 clusters
  Score: Raw -898465.552374 + Penalty 2959.983966 = -895505.568408
  nChanged 1
		SP:Iteration 46Q (9721.410000 sec): 3 clusters
  Score: Raw -898465.742113 + Penalty 2959.983966 = -895505.758146
  nChanged 3
		SP:Iteration 47Q (9721.420000 sec): 3 clusters
  Score: Raw -898466.307304 + Penalty 2959.983966 = -895506.323337
  nChanged 3
		SP:Iteration 48Q (9721.440000 sec): 3 clusters
  Score: Raw -898466.883786 + Penalty 2959.983966 = -895506.899819
  nChanged 2
		SP:Iteration 49Q (9721.450000 sec): 3 clusters
  Score: Raw -898467.170930 + Penalty 2959.983966 = -895507.186963
  nChanged 2
		SP:Iteration 50Q (9721.470000 sec): 3 clusters
  Score: Raw -898467.406621 + Penalty 2959.983966 = -895507.422655
  nChanged 0
		SP:Iteration 51F (9721.490000 sec): 3 clusters
  Score: Raw -898467.406621 + Penalty 2959.983966 = -895507.422655
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9721.520000 sec): 2 clusters
  Score: Raw -1014902.151086 + Penalty 1505.780666 = -1013396.370420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9721.550000 sec): 3 clusters
  Score: Raw -1008897.303600 + Penalty 3011.561333 = -1005885.742267
  nChanged 4566
		SP:Iteration 1F (9721.570000 sec): 3 clusters
  Score: Raw -1011505.969270 + Penalty 3011.561333 = -1008494.407937
  nChanged 729
		SP:Iteration 2F (9721.590000 sec): 3 clusters
  Score: Raw -1011890.215352 + Penalty 3011.561333 = -1008878.654019
  nChanged 643
		SP:Iteration 3F (9721.620000 sec): 3 clusters
  Score: Raw -1012215.215470 + Penalty 3011.561333 = -1009203.654137
  nChanged 555
		SP:Iteration 4F (9721.640000 sec): 3 clusters
  Score: Raw -1012501.834616 + Penalty 3011.561333 = -1009490.273283
  nChanged 520
		SP:Iteration 5Q (9721.670000 sec): 3 clusters
  Score: Raw -1012751.681476 + Penalty 3011.561333 = -1009740.120144
  nChanged 452
		SP:Iteration 6Q (9721.690000 sec): 3 clusters
  Score: Raw -1012951.358403 + Penalty 3011.561333 = -1009939.797070
  nChanged 405
		SP:Iteration 7Q (9721.710000 sec): 3 clusters
  Score: Raw -1013120.252594 + Penalty 3011.561333 = -1010108.691261
  nChanged 334
		SP:Iteration 8Q (9721.740000 sec): 3 clusters
  Score: Raw -1013273.128541 + Penalty 3011.561333 = -1010261.567208
  nChanged 375
		SP:Iteration 9Q (9721.760000 sec): 3 clusters
  Score: Raw -1013481.845372 + Penalty 3011.561333 = -1010470.284039
  nChanged 404
		SP:Iteration 10Q (9721.790000 sec): 3 clusters
  Score: Raw -1013745.405817 + Penalty 3011.561333 = -1010733.844484
  nChanged 439
		SP:Iteration 11Q (9721.810000 sec): 3 clusters
  Score: Raw -1014017.043469 + Penalty 3011.561333 = -1011005.482137
  nChanged 393
		SP:Iteration 12Q (9721.830000 sec): 3 clusters
  Score: Raw -1014256.348246 + Penalty 3011.561333 = -1011244.786913
  nChanged 347
		SP:Iteration 13Q (9721.860000 sec): 3 clusters
  Score: Raw -1014453.180922 + Penalty 3011.561333 = -1011441.619589
  nChanged 280
		SP:Iteration 14Q (9721.880000 sec): 3 clusters
  Score: Raw -1014605.260618 + Penalty 3011.561333 = -1011593.699285
  nChanged 217
		SP:Iteration 15Q (9721.910000 sec): 3 clusters
  Score: Raw -1014728.523532 + Penalty 3011.561333 = -1011716.962200
  nChanged 195
		SP:Iteration 16Q (9721.930000 sec): 3 clusters
  Score: Raw -1014832.044591 + Penalty 3011.561333 = -1011820.483259
  nChanged 170
		SP:Iteration 17Q (9721.950000 sec): 3 clusters
  Score: Raw -1014918.574292 + Penalty 3011.561333 = -1011907.012959
  nChanged 149
		SP:Iteration 18Q (9721.970000 sec): 3 clusters
  Score: Raw -1014994.193226 + Penalty 3011.561333 = -1011982.631893
  nChanged 145
		SP:Iteration 19Q (9722.000000 sec): 3 clusters
  Score: Raw -1015070.816426 + Penalty 3011.561333 = -1012059.255093
  nChanged 129
		SP:Iteration 20F (9722.020000 sec): 3 clusters
  Score: Raw -1015124.790520 + Penalty 3011.561333 = -1012113.229188
  nChanged 93
		SP:Iteration 21Q (9722.040000 sec): 3 clusters
  Score: Raw -1015162.862939 + Penalty 3011.561333 = -1012151.301606
  nChanged 87
		SP:Iteration 22Q (9722.070000 sec): 3 clusters
  Score: Raw -1015194.975677 + Penalty 3011.561333 = -1012183.414344
  nChanged 77
		SP:Iteration 23Q (9722.090000 sec): 3 clusters
  Score: Raw -1015223.028125 + Penalty 3011.561333 = -1012211.466792
  nChanged 53
		SP:Iteration 24Q (9722.110000 sec): 3 clusters
  Score: Raw -1015241.074817 + Penalty 3011.561333 = -1012229.513485
  nChanged 45
		SP:Iteration 25Q (9722.130000 sec): 3 clusters
  Score: Raw -1015257.916265 + Penalty 3011.561333 = -1012246.354933
  nChanged 37
		SP:Iteration 26Q (9722.150000 sec): 3 clusters
  Score: Raw -1015274.145676 + Penalty 3011.561333 = -1012262.584344
  nChanged 38
		SP:Iteration 27Q (9722.170000 sec): 3 clusters
  Score: Raw -1015285.555131 + Penalty 3011.561333 = -1012273.993798
  nChanged 30
		SP:Iteration 28Q (9722.190000 sec): 3 clusters
  Score: Raw -1015295.122929 + Penalty 3011.561333 = -1012283.561597
  nChanged 37
		SP:Iteration 29Q (9722.210000 sec): 3 clusters
  Score: Raw -1015307.424112 + Penalty 3011.561333 = -1012295.862779
  nChanged 33
		SP:Iteration 30Q (9722.230000 sec): 3 clusters
  Score: Raw -1015317.320927 + Penalty 3011.561333 = -1012305.759594
  nChanged 27
		SP:Iteration 31Q (9722.250000 sec): 3 clusters
  Score: Raw -1015326.380897 + Penalty 3011.561333 = -1012314.819564
  nChanged 31
		SP:Iteration 32Q (9722.270000 sec): 3 clusters
  Score: Raw -1015334.848748 + Penalty 3011.561333 = -1012323.287416
  nChanged 23
		SP:Iteration 33Q (9722.290000 sec): 3 clusters
  Score: Raw -1015341.090605 + Penalty 3011.561333 = -1012329.529272
  nChanged 24
		SP:Iteration 34Q (9722.310000 sec): 3 clusters
  Score: Raw -1015346.374494 + Penalty 3011.561333 = -1012334.813161
  nChanged 24
		SP:Iteration 35Q (9722.330000 sec): 3 clusters
  Score: Raw -1015352.743033 + Penalty 3011.561333 = -1012341.181700
  nChanged 17
		SP:Iteration 36Q (9722.350000 sec): 3 clusters
  Score: Raw -1015356.286170 + Penalty 3011.561333 = -1012344.724838
  nChanged 13
		SP:Iteration 37Q (9722.370000 sec): 3 clusters
  Score: Raw -1015361.162597 + Penalty 3011.561333 = -1012349.601265
  nChanged 16
		SP:Iteration 38Q (9722.390000 sec): 3 clusters
  Score: Raw -1015366.081360 + Penalty 3011.561333 = -1012354.520027
  nChanged 13
		SP:Iteration 39Q (9722.410000 sec): 3 clusters
  Score: Raw -1015369.892528 + Penalty 3011.561333 = -1012358.331195
  nChanged 16
		SP:Iteration 40F (9722.430000 sec): 3 clusters
  Score: Raw -1015374.716174 + Penalty 3011.561333 = -1012363.154841
  nChanged 8
		SP:Iteration 41Q (9722.450000 sec): 3 clusters
  Score: Raw -1015376.269880 + Penalty 3011.561333 = -1012364.708547
  nChanged 6
		SP:Iteration 42Q (9722.470000 sec): 3 clusters
  Score: Raw -1015377.824376 + Penalty 3011.561333 = -1012366.263043
  nChanged 7
		SP:Iteration 43Q (9722.490000 sec): 3 clusters
  Score: Raw -1015378.981121 + Penalty 3011.561333 = -1012367.419788
  nChanged 7
		SP:Iteration 44Q (9722.510000 sec): 3 clusters
  Score: Raw -1015380.087453 + Penalty 3011.561333 = -1012368.526121
  nChanged 4
		SP:Iteration 45Q (9722.530000 sec): 3 clusters
  Score: Raw -1015380.818204 + Penalty 3011.561333 = -1012369.256872
  nChanged 3
		SP:Iteration 46Q (9722.550000 sec): 3 clusters
  Score: Raw -1015381.678652 + Penalty 3011.561333 = -1012370.117320
  nChanged 2
		SP:Iteration 47Q (9722.570000 sec): 3 clusters
  Score: Raw -1015382.270657 + Penalty 3011.561333 = -1012370.709324
  nChanged 5
		SP:Iteration 48Q (9722.590000 sec): 3 clusters
  Score: Raw -1015384.383917 + Penalty 3011.561333 = -1012372.822584
  nChanged 8
		SP:Iteration 49Q (9722.610000 sec): 3 clusters
  Score: Raw -1015386.169175 + Penalty 3011.561333 = -1012374.607842
  nChanged 7
		SP:Iteration 50Q (9722.630000 sec): 3 clusters
  Score: Raw -1015387.713755 + Penalty 3011.561333 = -1012376.152422
  nChanged 6
		SP:Iteration 51Q (9722.650000 sec): 3 clusters
  Score: Raw -1015389.576578 + Penalty 3011.561333 = -1012378.015246
  nChanged 7
		SP:Iteration 52Q (9722.670000 sec): 3 clusters
  Score: Raw -1015391.309409 + Penalty 3011.561333 = -1012379.748076
  nChanged 8
		SP:Iteration 53Q (9722.680000 sec): 3 clusters
  Score: Raw -1015392.594097 + Penalty 3011.561333 = -1012381.032764
  nChanged 7
		SP:Iteration 54Q (9722.700000 sec): 3 clusters
  Score: Raw -1015394.157914 + Penalty 3011.561333 = -1012382.596581
  nChanged 8
		SP:Iteration 55Q (9722.720000 sec): 3 clusters
  Score: Raw -1015396.219266 + Penalty 3011.561333 = -1012384.657933
  nChanged 5
		SP:Iteration 56Q (9722.740000 sec): 3 clusters
  Score: Raw -1015397.318134 + Penalty 3011.561333 = -1012385.756801
  nChanged 4
		SP:Iteration 57Q (9722.760000 sec): 3 clusters
  Score: Raw -1015398.144635 + Penalty 3011.561333 = -1012386.583303
  nChanged 2
		SP:Iteration 58Q (9722.780000 sec): 3 clusters
  Score: Raw -1015398.634231 + Penalty 3011.561333 = -1012387.072898
  nChanged 1
		SP:Iteration 59Q (9722.790000 sec): 3 clusters
  Score: Raw -1015398.909589 + Penalty 3011.561333 = -1012387.348257
  nChanged 2
		SP:Iteration 60F (9722.820000 sec): 3 clusters
  Score: Raw -1015399.496117 + Penalty 3011.561333 = -1012387.934784
  nChanged 4
		SP:Iteration 61Q (9722.840000 sec): 3 clusters
  Score: Raw -1015400.157523 + Penalty 3011.561333 = -1012388.596190
  nChanged 3
		SP:Iteration 62Q (9722.860000 sec): 3 clusters
  Score: Raw -1015400.461331 + Penalty 3011.561333 = -1012388.899998
  nChanged 0
		SP:Iteration 63F (9722.880000 sec): 3 clusters
  Score: Raw -1015400.461331 + Penalty 3011.561333 = -1012388.899998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9722.890000 sec): 2 clusters
  Score: Raw -155403.508818 + Penalty 1202.203290 = -154201.305528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9722.900000 sec): 3 clusters
  Score: Raw -154789.801949 + Penalty 2404.406580 = -152385.395369
  nChanged 535
		SP:Iteration 1F (9722.900000 sec): 3 clusters
  Score: Raw -155186.899673 + Penalty 2404.406580 = -152782.493093
  nChanged 139
		SP:Iteration 2F (9722.910000 sec): 3 clusters
  Score: Raw -155331.736650 + Penalty 2404.406580 = -152927.330069
  nChanged 83
		SP:Iteration 3F (9722.910000 sec): 3 clusters
  Score: Raw -155422.728489 + Penalty 2404.406580 = -153018.321909
  nChanged 50
		SP:Iteration 4Q (9722.910000 sec): 3 clusters
  Score: Raw -155469.666786 + Penalty 2404.406580 = -153065.260206
  nChanged 39
		SP:Iteration 5Q (9722.910000 sec): 3 clusters
  Score: Raw -155502.671708 + Penalty 2404.406580 = -153098.265128
  nChanged 29
		SP:Iteration 6Q (9722.920000 sec): 3 clusters
  Score: Raw -155528.511416 + Penalty 2404.406580 = -153124.104836
  nChanged 39
		SP:Iteration 7Q (9722.920000 sec): 3 clusters
  Score: Raw -155562.001837 + Penalty 2404.406580 = -153157.595256
  nChanged 30
		SP:Iteration 8Q (9722.930000 sec): 3 clusters
  Score: Raw -155585.188706 + Penalty 2404.406580 = -153180.782126
  nChanged 26
		SP:Iteration 9Q (9722.930000 sec): 3 clusters
  Score: Raw -155604.981548 + Penalty 2404.406580 = -153200.574968
  nChanged 20
		SP:Iteration 10Q (9722.930000 sec): 3 clusters
  Score: Raw -155621.569357 + Penalty 2404.406580 = -153217.162777
  nChanged 20
		SP:Iteration 11Q (9722.940000 sec): 3 clusters
  Score: Raw -155645.896831 + Penalty 2404.406580 = -153241.490251
  nChanged 32
		SP:Iteration 12Q (9722.940000 sec): 3 clusters
  Score: Raw -155680.403936 + Penalty 2404.406580 = -153275.997355
  nChanged 29
		SP:Iteration 13Q (9722.950000 sec): 3 clusters
  Score: Raw -155714.801565 + Penalty 2404.406580 = -153310.394985
  nChanged 34
		SP:Iteration 14Q (9722.950000 sec): 3 clusters
  Score: Raw -155764.440381 + Penalty 2404.406580 = -153360.033801
  nChanged 29
		SP:Iteration 15Q (9722.950000 sec): 3 clusters
  Score: Raw -155800.285235 + Penalty 2404.406580 = -153395.878655
  nChanged 23
		SP:Iteration 16Q (9722.950000 sec): 3 clusters
  Score: Raw -155827.133020 + Penalty 2404.406580 = -153422.726439
  nChanged 24
		SP:Iteration 17Q (9722.960000 sec): 3 clusters
  Score: Raw -155855.455357 + Penalty 2404.406580 = -153451.048777
  nChanged 19
		SP:Iteration 18Q (9722.960000 sec): 3 clusters
  Score: Raw -155872.122094 + Penalty 2404.406580 = -153467.715513
  nChanged 11
		SP:Iteration 19Q (9722.970000 sec): 3 clusters
  Score: Raw -155883.997584 + Penalty 2404.406580 = -153479.591004
  nChanged 14
		SP:Iteration 20F (9722.970000 sec): 3 clusters
  Score: Raw -155893.875576 + Penalty 2404.406580 = -153489.468996
  nChanged 15
		SP:Iteration 21Q (9722.970000 sec): 3 clusters
  Score: Raw -155904.255706 + Penalty 2404.406580 = -153499.849125
  nChanged 10
		SP:Iteration 22Q (9722.970000 sec): 3 clusters
  Score: Raw -155916.118491 + Penalty 2404.406580 = -153511.711910
  nChanged 7
		SP:Iteration 23Q (9722.980000 sec): 3 clusters
  Score: Raw -155922.726803 + Penalty 2404.406580 = -153518.320223
  nChanged 7
		SP:Iteration 24Q (9722.980000 sec): 3 clusters
  Score: Raw -155928.926328 + Penalty 2404.406580 = -153524.519747
  nChanged 7
		SP:Iteration 25Q (9722.990000 sec): 3 clusters
  Score: Raw -155932.784723 + Penalty 2404.406580 = -153528.378143
  nChanged 2
		SP:Iteration 26Q (9722.990000 sec): 3 clusters
  Score: Raw -155933.697218 + Penalty 2404.406580 = -153529.290637
  nChanged 4
		SP:Iteration 27Q (9722.990000 sec): 3 clusters
  Score: Raw -155936.272585 + Penalty 2404.406580 = -153531.866005
  nChanged 1
		SP:Iteration 28Q (9722.990000 sec): 3 clusters
  Score: Raw -155938.600407 + Penalty 2404.406580 = -153534.193827
  nChanged 3
		SP:Iteration 29Q (9723.000000 sec): 3 clusters
  Score: Raw -155940.994931 + Penalty 2404.406580 = -153536.588351
  nChanged 1
		SP:Iteration 30Q (9723.000000 sec): 3 clusters
  Score: Raw -155941.571685 + Penalty 2404.406580 = -153537.165105
  nChanged 0
		SP:Iteration 31F (9723.010000 sec): 3 clusters
  Score: Raw -155941.571685 + Penalty 2404.406580 = -153537.165105
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9723.020000 sec): 2 clusters
  Score: Raw -345528.737740 + Penalty 1333.259172 = -344195.478568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9723.030000 sec): 3 clusters
  Score: Raw -343745.573317 + Penalty 2666.518344 = -341079.054973
  nChanged 1409
		SP:Iteration 1F (9723.030000 sec): 3 clusters
  Score: Raw -344569.686617 + Penalty 2666.518344 = -341903.168272
  nChanged 284
		SP:Iteration 2F (9723.040000 sec): 3 clusters
  Score: Raw -344744.326467 + Penalty 2666.518344 = -342077.808123
  nChanged 205
		SP:Iteration 3F (9723.050000 sec): 3 clusters
  Score: Raw -344880.392256 + Penalty 2666.518344 = -342213.873911
  nChanged 172
		SP:Iteration 4Q (9723.060000 sec): 3 clusters
  Score: Raw -345000.652509 + Penalty 2666.518344 = -342334.134164
  nChanged 168
		SP:Iteration 5Q (9723.070000 sec): 3 clusters
  Score: Raw -345115.539796 + Penalty 2666.518344 = -342449.021452
  nChanged 176
		SP:Iteration 6Q (9723.080000 sec): 3 clusters
  Score: Raw -345244.518884 + Penalty 2666.518344 = -342578.000540
  nChanged 121
		SP:Iteration 7Q (9723.090000 sec): 3 clusters
  Score: Raw -345332.337970 + Penalty 2666.518344 = -342665.819625
  nChanged 111
		SP:Iteration 8Q (9723.090000 sec): 3 clusters
  Score: Raw -345410.603459 + Penalty 2666.518344 = -342744.085114
  nChanged 76
		SP:Iteration 9Q (9723.100000 sec): 3 clusters
  Score: Raw -345456.445688 + Penalty 2666.518344 = -342789.927344
  nChanged 63
		SP:Iteration 10Q (9723.110000 sec): 3 clusters
  Score: Raw -345492.975427 + Penalty 2666.518344 = -342826.457083
  nChanged 57
		SP:Iteration 11Q (9723.120000 sec): 3 clusters
  Score: Raw -345538.316194 + Penalty 2666.518344 = -342871.797849
  nChanged 59
		SP:Iteration 12Q (9723.130000 sec): 3 clusters
  Score: Raw -345588.990407 + Penalty 2666.518344 = -342922.472063
  nChanged 47
		SP:Iteration 13Q (9723.130000 sec): 3 clusters
  Score: Raw -345621.341060 + Penalty 2666.518344 = -342954.822716
  nChanged 41
		SP:Iteration 14Q (9723.140000 sec): 3 clusters
  Score: Raw -345652.990276 + Penalty 2666.518344 = -342986.471932
  nChanged 37
		SP:Iteration 15Q (9723.150000 sec): 3 clusters
  Score: Raw -345684.473641 + Penalty 2666.518344 = -343017.955297
  nChanged 21
		SP:Iteration 16Q (9723.160000 sec): 3 clusters
  Score: Raw -345701.994320 + Penalty 2666.518344 = -343035.475976
  nChanged 17
		SP:Iteration 17Q (9723.170000 sec): 3 clusters
  Score: Raw -345715.054952 + Penalty 2666.518344 = -343048.536608
  nChanged 14
		SP:Iteration 18Q (9723.170000 sec): 3 clusters
  Score: Raw -345724.101601 + Penalty 2666.518344 = -343057.583257
  nChanged 9
		SP:Iteration 19Q (9723.180000 sec): 3 clusters
  Score: Raw -345730.124073 + Penalty 2666.518344 = -343063.605729
  nChanged 5
		SP:Iteration 20F (9723.190000 sec): 3 clusters
  Score: Raw -345733.566595 + Penalty 2666.518344 = -343067.048250
  nChanged 5
		SP:Iteration 21Q (9723.190000 sec): 3 clusters
  Score: Raw -345736.668385 + Penalty 2666.518344 = -343070.150041
  nChanged 9
		SP:Iteration 22Q (9723.200000 sec): 3 clusters
  Score: Raw -345744.213643 + Penalty 2666.518344 = -343077.695298
  nChanged 9
		SP:Iteration 23Q (9723.210000 sec): 3 clusters
  Score: Raw -345751.698516 + Penalty 2666.518344 = -343085.180171
  nChanged 6
		SP:Iteration 24Q (9723.220000 sec): 3 clusters
  Score: Raw -345755.639232 + Penalty 2666.518344 = -343089.120888
  nChanged 3
		SP:Iteration 25Q (9723.230000 sec): 3 clusters
  Score: Raw -345758.475810 + Penalty 2666.518344 = -343091.957466
  nChanged 7
		SP:Iteration 26Q (9723.230000 sec): 3 clusters
  Score: Raw -345764.808107 + Penalty 2666.518344 = -343098.289763
  nChanged 10
		SP:Iteration 27Q (9723.240000 sec): 3 clusters
  Score: Raw -345770.288587 + Penalty 2666.518344 = -343103.770243
  nChanged 4
		SP:Iteration 28Q (9723.250000 sec): 3 clusters
  Score: Raw -345774.106706 + Penalty 2666.518344 = -343107.588362
  nChanged 3
		SP:Iteration 29Q (9723.250000 sec): 3 clusters
  Score: Raw -345775.594480 + Penalty 2666.518344 = -343109.076135
  nChanged 1
		SP:Iteration 30Q (9723.260000 sec): 3 clusters
  Score: Raw -345776.169727 + Penalty 2666.518344 = -343109.651383
  nChanged 1
		SP:Iteration 31Q (9723.270000 sec): 3 clusters
  Score: Raw -345776.807635 + Penalty 2666.518344 = -343110.289291
  nChanged 0
		SP:Iteration 32F (9723.280000 sec): 3 clusters
  Score: Raw -345776.807635 + Penalty 2666.518344 = -343110.289291
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9723.280000 sec): 2 clusters
  Score: Raw -126106.126131 + Penalty 1168.117070 = -124938.009062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9723.290000 sec): 3 clusters
  Score: Raw -125633.316185 + Penalty 2336.234139 = -123297.082045
  nChanged 408
		SP:Iteration 1F (9723.290000 sec): 3 clusters
  Score: Raw -125960.917823 + Penalty 2336.234139 = -123624.683683
  nChanged 117
		SP:Iteration 2F (9723.290000 sec): 3 clusters
  Score: Raw -126070.394159 + Penalty 2336.234139 = -123734.160020
  nChanged 75
		SP:Iteration 3F (9723.300000 sec): 3 clusters
  Score: Raw -126144.778001 + Penalty 2336.234139 = -123808.543861
  nChanged 56
		SP:Iteration 4Q (9723.300000 sec): 3 clusters
  Score: Raw -126208.715310 + Penalty 2336.234139 = -123872.481171
  nChanged 46
		SP:Iteration 5Q (9723.300000 sec): 3 clusters
  Score: Raw -126264.164700 + Penalty 2336.234139 = -123927.930561
  nChanged 33
		SP:Iteration 6Q (9723.310000 sec): 3 clusters
  Score: Raw -126297.247306 + Penalty 2336.234139 = -123961.013166
  nChanged 27
		SP:Iteration 7Q (9723.310000 sec): 3 clusters
  Score: Raw -126322.042443 + Penalty 2336.234139 = -123985.808304
  nChanged 17
		SP:Iteration 8Q (9723.310000 sec): 3 clusters
  Score: Raw -126336.425821 + Penalty 2336.234139 = -124000.191682
  nChanged 14
		SP:Iteration 9Q (9723.310000 sec): 3 clusters
  Score: Raw -126348.599787 + Penalty 2336.234139 = -124012.365647
  nChanged 14
		SP:Iteration 10Q (9723.320000 sec): 3 clusters
  Score: Raw -126363.009038 + Penalty 2336.234139 = -124026.774899
  nChanged 12
		SP:Iteration 11Q (9723.320000 sec): 3 clusters
  Score: Raw -126372.706277 + Penalty 2336.234139 = -124036.472138
  nChanged 6
		SP:Iteration 12Q (9723.320000 sec): 3 clusters
  Score: Raw -126375.114055 + Penalty 2336.234139 = -124038.879916
  nChanged 6
		SP:Iteration 13Q (9723.330000 sec): 3 clusters
  Score: Raw -126378.537025 + Penalty 2336.234139 = -124042.302886
  nChanged 6
		SP:Iteration 14Q (9723.330000 sec): 3 clusters
  Score: Raw -126383.851050 + Penalty 2336.234139 = -124047.616910
  nChanged 5
		SP:Iteration 15Q (9723.330000 sec): 3 clusters
  Score: Raw -126388.916607 + Penalty 2336.234139 = -124052.682467
  nChanged 6
		SP:Iteration 16Q (9723.330000 sec): 3 clusters
  Score: Raw -126392.264391 + Penalty 2336.234139 = -124056.030251
  nChanged 1
		SP:Iteration 17Q (9723.340000 sec): 3 clusters
  Score: Raw -126392.574997 + Penalty 2336.234139 = -124056.340858
  nChanged 0
		SP:Iteration 18F (9723.340000 sec): 3 clusters
  Score: Raw -126392.574997 + Penalty 2336.234139 = -124056.340858
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9723.370000 sec): 2 clusters
  Score: Raw -982361.191802 + Penalty 1492.299281 = -980868.892521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9723.390000 sec): 3 clusters
  Score: Raw -976850.932024 + Penalty 2984.598562 = -973866.333462
  nChanged 4219
		SP:Iteration 1F (9723.410000 sec): 3 clusters
  Score: Raw -979135.915022 + Penalty 2984.598562 = -976151.316461
  nChanged 553
		SP:Iteration 2F (9723.440000 sec): 3 clusters
  Score: Raw -979339.485247 + Penalty 2984.598562 = -976354.886685
  nChanged 431
		SP:Iteration 3Q (9723.460000 sec): 3 clusters
  Score: Raw -979514.287672 + Penalty 2984.598562 = -976529.689110
  nChanged 399
		SP:Iteration 4Q (9723.480000 sec): 3 clusters
  Score: Raw -979666.728812 + Penalty 2984.598562 = -976682.130251
  nChanged 393
		SP:Iteration 5Q (9723.510000 sec): 3 clusters
  Score: Raw -979845.697279 + Penalty 2984.598562 = -976861.098717
  nChanged 435
		SP:Iteration 6Q (9723.530000 sec): 3 clusters
  Score: Raw -980084.271582 + Penalty 2984.598562 = -977099.673020
  nChanged 475
		SP:Iteration 7Q (9723.550000 sec): 3 clusters
  Score: Raw -980364.299190 + Penalty 2984.598562 = -977379.700628
  nChanged 524
		SP:Iteration 8F (9723.570000 sec): 3 clusters
  Score: Raw -980731.576871 + Penalty 2984.598562 = -977746.978309
  nChanged 601
		SP:Iteration 9F (9723.590000 sec): 3 clusters
  Score: Raw -981203.350796 + Penalty 2984.598562 = -978218.752234
  nChanged 621
		SP:Iteration 10F (9723.610000 sec): 3 clusters
  Score: Raw -981687.835057 + Penalty 2984.598562 = -978703.236495
  nChanged 528
		SP:Iteration 11F (9723.640000 sec): 3 clusters
  Score: Raw -982096.551527 + Penalty 2984.598562 = -979111.952965
  nChanged 393
		SP:Iteration 12Q (9723.660000 sec): 3 clusters
  Score: Raw -982340.584433 + Penalty 2984.598562 = -979355.985872
  nChanged 243
		SP:Iteration 13Q (9723.680000 sec): 3 clusters
  Score: Raw -982473.298537 + Penalty 2984.598562 = -979488.699975
  nChanged 166
		SP:Iteration 14Q (9723.710000 sec): 3 clusters
  Score: Raw -982544.723000 + Penalty 2984.598562 = -979560.124438
  nChanged 125
		SP:Iteration 15Q (9723.730000 sec): 3 clusters
  Score: Raw -982594.665240 + Penalty 2984.598562 = -979610.066678
  nChanged 85
		SP:Iteration 16Q (9723.750000 sec): 3 clusters
  Score: Raw -982628.385757 + Penalty 2984.598562 = -979643.787195
  nChanged 55
		SP:Iteration 17Q (9723.770000 sec): 3 clusters
  Score: Raw -982648.333465 + Penalty 2984.598562 = -979663.734903
  nChanged 37
		SP:Iteration 18Q (9723.790000 sec): 3 clusters
  Score: Raw -982659.402293 + Penalty 2984.598562 = -979674.803731
  nChanged 22
		SP:Iteration 19Q (9723.820000 sec): 3 clusters
  Score: Raw -982666.651975 + Penalty 2984.598562 = -979682.053413
  nChanged 24
		SP:Iteration 20F (9723.840000 sec): 3 clusters
  Score: Raw -982675.502065 + Penalty 2984.598562 = -979690.903503
  nChanged 26
		SP:Iteration 21Q (9723.860000 sec): 3 clusters
  Score: Raw -982684.375472 + Penalty 2984.598562 = -979699.776910
  nChanged 19
		SP:Iteration 22Q (9723.880000 sec): 3 clusters
  Score: Raw -982690.436314 + Penalty 2984.598562 = -979705.837752
  nChanged 21
		SP:Iteration 23Q (9723.910000 sec): 3 clusters
  Score: Raw -982697.847967 + Penalty 2984.598562 = -979713.249405
  nChanged 19
		SP:Iteration 24Q (9723.930000 sec): 3 clusters
  Score: Raw -982703.438851 + Penalty 2984.598562 = -979718.840289
  nChanged 14
		SP:Iteration 25Q (9723.950000 sec): 3 clusters
  Score: Raw -982706.349346 + Penalty 2984.598562 = -979721.750784
  nChanged 10
		SP:Iteration 26Q (9723.970000 sec): 3 clusters
  Score: Raw -982708.739973 + Penalty 2984.598562 = -979724.141411
  nChanged 8
		SP:Iteration 27Q (9723.990000 sec): 3 clusters
  Score: Raw -982710.287482 + Penalty 2984.598562 = -979725.688920
  nChanged 5
		SP:Iteration 28Q (9724.010000 sec): 3 clusters
  Score: Raw -982711.255347 + Penalty 2984.598562 = -979726.656785
  nChanged 5
		SP:Iteration 29Q (9724.030000 sec): 3 clusters
  Score: Raw -982712.234583 + Penalty 2984.598562 = -979727.636022
  nChanged 2
		SP:Iteration 30Q (9724.060000 sec): 3 clusters
  Score: Raw -982712.950192 + Penalty 2984.598562 = -979728.351630
  nChanged 2
		SP:Iteration 31Q (9724.080000 sec): 3 clusters
  Score: Raw -982713.516185 + Penalty 2984.598562 = -979728.917624
  nChanged 3
		SP:Iteration 32Q (9724.100000 sec): 3 clusters
  Score: Raw -982714.491266 + Penalty 2984.598562 = -979729.892704
  nChanged 3
		SP:Iteration 33Q (9724.120000 sec): 3 clusters
  Score: Raw -982715.397197 + Penalty 2984.598562 = -979730.798636
  nChanged 6
		SP:Iteration 34Q (9724.140000 sec): 3 clusters
  Score: Raw -982717.748994 + Penalty 2984.598562 = -979733.150432
  nChanged 6
		SP:Iteration 35Q (9724.170000 sec): 3 clusters
  Score: Raw -982719.499513 + Penalty 2984.598562 = -979734.900951
  nChanged 5
		SP:Iteration 36Q (9724.190000 sec): 3 clusters
  Score: Raw -982720.824884 + Penalty 2984.598562 = -979736.226322
  nChanged 1
		SP:Iteration 37Q (9724.210000 sec): 3 clusters
  Score: Raw -982720.945670 + Penalty 2984.598562 = -979736.347108
  nChanged 0
		SP:Iteration 38F (9724.230000 sec): 3 clusters
  Score: Raw -982720.945670 + Penalty 2984.598562 = -979736.347108
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9724.240000 sec): 2 clusters
  Score: Raw -302474.411762 + Penalty 1307.876171 = -301166.535591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9724.250000 sec): 3 clusters
  Score: Raw -300999.388090 + Penalty 2615.752342 = -298383.635748
  nChanged 1195
		SP:Iteration 1F (9724.260000 sec): 3 clusters
  Score: Raw -301706.454416 + Penalty 2615.752342 = -299090.702074
  nChanged 254
		SP:Iteration 2F (9724.270000 sec): 3 clusters
  Score: Raw -301906.703300 + Penalty 2615.752342 = -299290.950958
  nChanged 221
		SP:Iteration 3F (9724.270000 sec): 3 clusters
  Score: Raw -302123.167093 + Penalty 2615.752342 = -299507.414752
  nChanged 222
		SP:Iteration 4F (9724.280000 sec): 3 clusters
  Score: Raw -302349.555381 + Penalty 2615.752342 = -299733.803039
  nChanged 209
		SP:Iteration 5F (9724.290000 sec): 3 clusters
  Score: Raw -302571.895162 + Penalty 2615.752342 = -299956.142820
  nChanged 198
		SP:Iteration 6F (9724.290000 sec): 3 clusters
  Score: Raw -302795.146750 + Penalty 2615.752342 = -300179.394408
  nChanged 178
		SP:Iteration 7F (9724.300000 sec): 3 clusters
  Score: Raw -303013.273248 + Penalty 2615.752342 = -300397.520906
  nChanged 136
		SP:Iteration 8Q (9724.310000 sec): 3 clusters
  Score: Raw -303136.459035 + Penalty 2615.752342 = -300520.706693
  nChanged 94
		SP:Iteration 9Q (9724.310000 sec): 3 clusters
  Score: Raw -303206.079320 + Penalty 2615.752342 = -300590.326979
  nChanged 60
		SP:Iteration 10Q (9724.320000 sec): 3 clusters
  Score: Raw -303238.023402 + Penalty 2615.752342 = -300622.271060
  nChanged 33
		SP:Iteration 11Q (9724.330000 sec): 3 clusters
  Score: Raw -303253.785695 + Penalty 2615.752342 = -300638.033353
  nChanged 29
		SP:Iteration 12Q (9724.340000 sec): 3 clusters
  Score: Raw -303267.797761 + Penalty 2615.752342 = -300652.045419
  nChanged 21
		SP:Iteration 13Q (9724.340000 sec): 3 clusters
  Score: Raw -303277.034938 + Penalty 2615.752342 = -300661.282596
  nChanged 16
		SP:Iteration 14Q (9724.350000 sec): 3 clusters
  Score: Raw -303283.048415 + Penalty 2615.752342 = -300667.296074
  nChanged 16
		SP:Iteration 15Q (9724.360000 sec): 3 clusters
  Score: Raw -303296.449357 + Penalty 2615.752342 = -300680.697015
  nChanged 17
		SP:Iteration 16Q (9724.370000 sec): 3 clusters
  Score: Raw -303306.316234 + Penalty 2615.752342 = -300690.563892
  nChanged 10
		SP:Iteration 17Q (9724.370000 sec): 3 clusters
  Score: Raw -303309.211750 + Penalty 2615.752342 = -300693.459408
  nChanged 4
		SP:Iteration 18Q (9724.380000 sec): 3 clusters
  Score: Raw -303310.268415 + Penalty 2615.752342 = -300694.516073
  nChanged 3
		SP:Iteration 19Q (9724.390000 sec): 3 clusters
  Score: Raw -303311.322859 + Penalty 2615.752342 = -300695.570518
  nChanged 4
		SP:Iteration 20F (9724.390000 sec): 3 clusters
  Score: Raw -303313.041302 + Penalty 2615.752342 = -300697.288960
  nChanged 5
		SP:Iteration 21Q (9724.400000 sec): 3 clusters
  Score: Raw -303314.259631 + Penalty 2615.752342 = -300698.507290
  nChanged 4
		SP:Iteration 22Q (9724.410000 sec): 3 clusters
  Score: Raw -303315.638093 + Penalty 2615.752342 = -300699.885751
  nChanged 3
		SP:Iteration 23Q (9724.410000 sec): 3 clusters
  Score: Raw -303316.491333 + Penalty 2615.752342 = -300700.738991
  nChanged 5
		SP:Iteration 24Q (9724.420000 sec): 3 clusters
  Score: Raw -303318.163192 + Penalty 2615.752342 = -300702.410851
  nChanged 2
		SP:Iteration 25Q (9724.430000 sec): 3 clusters
  Score: Raw -303318.761205 + Penalty 2615.752342 = -300703.008864
  nChanged 0
		SP:Iteration 26F (9724.430000 sec): 3 clusters
  Score: Raw -303318.761205 + Penalty 2615.752342 = -300703.008864
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9724.510000 sec): 2 clusters
  Score: Raw -2462244.854749 + Penalty 1645.837347 = -2460599.017403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9724.570000 sec): 3 clusters
  Score: Raw -2446964.645386 + Penalty 3291.674693 = -2443672.970693
  nChanged 11504
		SP:Iteration 1F (9724.630000 sec): 3 clusters
  Score: Raw -2453096.699820 + Penalty 3291.674693 = -2449805.025127
  nChanged 1152
		SP:Iteration 2Q (9724.690000 sec): 3 clusters
  Score: Raw -2453499.184820 + Penalty 3291.674693 = -2450207.510127
  nChanged 1140
		SP:Iteration 3Q (9724.750000 sec): 3 clusters
  Score: Raw -2453877.114842 + Penalty 3291.674693 = -2450585.440149
  nChanged 1068
		SP:Iteration 4Q (9724.810000 sec): 3 clusters
  Score: Raw -2454258.641638 + Penalty 3291.674693 = -2450966.966945
  nChanged 1002
		SP:Iteration 5Q (9724.880000 sec): 3 clusters
  Score: Raw -2454660.427077 + Penalty 3291.674693 = -2451368.752384
  nChanged 1008
		SP:Iteration 6Q (9724.940000 sec): 3 clusters
  Score: Raw -2455116.914639 + Penalty 3291.674693 = -2451825.239946
  nChanged 1049
		SP:Iteration 7Q (9725.000000 sec): 3 clusters
  Score: Raw -2455629.982186 + Penalty 3291.674693 = -2452338.307493
  nChanged 1072
		SP:Iteration 8Q (9725.060000 sec): 3 clusters
  Score: Raw -2456188.582267 + Penalty 3291.674693 = -2452896.907574
  nChanged 1190
		SP:Iteration 9Q (9725.120000 sec): 3 clusters
  Score: Raw -2456832.912812 + Penalty 3291.674693 = -2453541.238119
  nChanged 1271
		SP:Iteration 10F (9725.180000 sec): 3 clusters
  Score: Raw -2457542.241072 + Penalty 3291.674693 = -2454250.566378
  nChanged 1323
		SP:Iteration 11F (9725.240000 sec): 3 clusters
  Score: Raw -2458346.330867 + Penalty 3291.674693 = -2455054.656174
  nChanged 1332
		SP:Iteration 12F (9725.300000 sec): 3 clusters
  Score: Raw -2459197.661511 + Penalty 3291.674693 = -2455905.986818
  nChanged 1244
		SP:Iteration 13Q (9725.360000 sec): 3 clusters
  Score: Raw -2460034.725171 + Penalty 3291.674693 = -2456743.050478
  nChanged 1051
		SP:Iteration 14Q (9725.420000 sec): 3 clusters
  Score: Raw -2460776.280186 + Penalty 3291.674693 = -2457484.605493
  nChanged 848
		SP:Iteration 15Q (9725.470000 sec): 3 clusters
  Score: Raw -2461388.376206 + Penalty 3291.674693 = -2458096.701513
  nChanged 524
		SP:Iteration 16Q (9725.530000 sec): 3 clusters
  Score: Raw -2461753.377185 + Penalty 3291.674693 = -2458461.702491
  nChanged 334
		SP:Iteration 17Q (9725.580000 sec): 3 clusters
  Score: Raw -2462003.789659 + Penalty 3291.674693 = -2458712.114966
  nChanged 230
		SP:Iteration 18Q (9725.630000 sec): 3 clusters
  Score: Raw -2462186.592915 + Penalty 3291.674693 = -2458894.918222
  nChanged 151
		SP:Iteration 19Q (9725.680000 sec): 3 clusters
  Score: Raw -2462293.862603 + Penalty 3291.674693 = -2459002.187910
  nChanged 94
		SP:Iteration 20F (9725.740000 sec): 3 clusters
  Score: Raw -2462356.774003 + Penalty 3291.674693 = -2459065.099310
  nChanged 48
		SP:Iteration 21Q (9725.790000 sec): 3 clusters
  Score: Raw -2462390.334505 + Penalty 3291.674693 = -2459098.659812
  nChanged 41
		SP:Iteration 22Q (9725.830000 sec): 3 clusters
  Score: Raw -2462422.257551 + Penalty 3291.674693 = -2459130.582858
  nChanged 38
		SP:Iteration 23Q (9725.880000 sec): 3 clusters
  Score: Raw -2462451.007835 + Penalty 3291.674693 = -2459159.333142
  nChanged 40
		SP:Iteration 24Q (9725.930000 sec): 3 clusters
  Score: Raw -2462487.704015 + Penalty 3291.674693 = -2459196.029322
  nChanged 30
		SP:Iteration 25Q (9725.970000 sec): 3 clusters
  Score: Raw -2462509.942966 + Penalty 3291.674693 = -2459218.268273
  nChanged 23
		SP:Iteration 26Q (9726.010000 sec): 3 clusters
  Score: Raw -2462528.218644 + Penalty 3291.674693 = -2459236.543951
  nChanged 22
		SP:Iteration 27Q (9726.060000 sec): 3 clusters
  Score: Raw -2462543.096180 + Penalty 3291.674693 = -2459251.421487
  nChanged 17
		SP:Iteration 28Q (9726.100000 sec): 3 clusters
  Score: Raw -2462553.796859 + Penalty 3291.674693 = -2459262.122166
  nChanged 11
		SP:Iteration 29Q (9726.150000 sec): 3 clusters
  Score: Raw -2462559.056610 + Penalty 3291.674693 = -2459267.381916
  nChanged 9
		SP:Iteration 30Q (9726.190000 sec): 3 clusters
  Score: Raw -2462564.243795 + Penalty 3291.674693 = -2459272.569102
  nChanged 3
		SP:Iteration 31Q (9726.230000 sec): 3 clusters
  Score: Raw -2462566.670927 + Penalty 3291.674693 = -2459274.996234
  nChanged 3
		SP:Iteration 32Q (9726.280000 sec): 3 clusters
  Score: Raw -2462568.354291 + Penalty 3291.674693 = -2459276.679598
  nChanged 2
		SP:Iteration 33Q (9726.320000 sec): 3 clusters
  Score: Raw -2462569.223823 + Penalty 3291.674693 = -2459277.549130
  nChanged 0
		SP:Iteration 34F (9726.380000 sec): 3 clusters
  Score: Raw -2462569.223823 + Penalty 3291.674693 = -2459277.549130
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9726.400000 sec): 2 clusters
  Score: Raw -23833.650076 + Penalty 914.488431 = -22919.161645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9726.400000 sec): 3 clusters
  Score: Raw -23920.395975 + Penalty 1828.976862 = -22091.419113
  nChanged 49
		SP:Iteration 1F (9726.400000 sec): 3 clusters
  Score: Raw -24028.165623 + Penalty 1828.976862 = -22199.188761
  nChanged 12
		SP:Iteration 2Q (9726.400000 sec): 3 clusters
  Score: Raw -24059.431766 + Penalty 1828.976862 = -22230.454904
  nChanged 8
		SP:Iteration 3Q (9726.400000 sec): 3 clusters
  Score: Raw -24091.934835 + Penalty 1828.976862 = -22262.957973
  nChanged 7
		SP:Iteration 4Q (9726.400000 sec): 3 clusters
  Score: Raw -24119.312321 + Penalty 1828.976862 = -22290.335459
  nChanged 3
		SP:Iteration 5Q (9726.400000 sec): 3 clusters
  Score: Raw -24126.206377 + Penalty 1828.976862 = -22297.229515
  nChanged 2
		SP:Iteration 6Q (9726.400000 sec): 3 clusters
  Score: Raw -24131.202212 + Penalty 1828.976862 = -22302.225350
  nChanged 2
		SP:Iteration 7Q (9726.400000 sec): 3 clusters
  Score: Raw -24133.062986 + Penalty 1828.976862 = -22304.086124
  nChanged 0
		SP:Iteration 8F (9726.400000 sec): 3 clusters
  Score: Raw -24133.062986 + Penalty 1828.976862 = -22304.086124
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9726.430000 sec): 2 clusters
  Score: Raw -632896.452123 + Penalty 1426.327709 = -631470.124414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9726.440000 sec): 3 clusters
  Score: Raw -629383.186808 + Penalty 2852.655418 = -626530.531389
  nChanged 2752
		SP:Iteration 1F (9726.450000 sec): 3 clusters
  Score: Raw -630983.744425 + Penalty 2852.655418 = -628131.089007
  nChanged 495
		SP:Iteration 2F (9726.470000 sec): 3 clusters
  Score: Raw -631265.135276 + Penalty 2852.655418 = -628412.479858
  nChanged 419
		SP:Iteration 3F (9726.490000 sec): 3 clusters
  Score: Raw -631489.166748 + Penalty 2852.655418 = -628636.511330
  nChanged 309
		SP:Iteration 4Q (9726.500000 sec): 3 clusters
  Score: Raw -631631.613338 + Penalty 2852.655418 = -628778.957920
  nChanged 237
		SP:Iteration 5Q (9726.510000 sec): 3 clusters
  Score: Raw -631745.295650 + Penalty 2852.655418 = -628892.640231
  nChanged 245
		SP:Iteration 6Q (9726.530000 sec): 3 clusters
  Score: Raw -631869.919188 + Penalty 2852.655418 = -629017.263769
  nChanged 230
		SP:Iteration 7Q (9726.550000 sec): 3 clusters
  Score: Raw -632002.572058 + Penalty 2852.655418 = -629149.916639
  nChanged 222
		SP:Iteration 8Q (9726.560000 sec): 3 clusters
  Score: Raw -632115.476314 + Penalty 2852.655418 = -629262.820896
  nChanged 202
		SP:Iteration 9Q (9726.570000 sec): 3 clusters
  Score: Raw -632223.402706 + Penalty 2852.655418 = -629370.747288
  nChanged 201
		SP:Iteration 10Q (9726.590000 sec): 3 clusters
  Score: Raw -632340.081825 + Penalty 2852.655418 = -629487.426406
  nChanged 194
		SP:Iteration 11Q (9726.600000 sec): 3 clusters
  Score: Raw -632460.053279 + Penalty 2852.655418 = -629607.397861
  nChanged 187
		SP:Iteration 12Q (9726.620000 sec): 3 clusters
  Score: Raw -632573.689557 + Penalty 2852.655418 = -629721.034138
  nChanged 149
		SP:Iteration 13Q (9726.630000 sec): 3 clusters
  Score: Raw -632667.781803 + Penalty 2852.655418 = -629815.126385
  nChanged 139
		SP:Iteration 14Q (9726.650000 sec): 3 clusters
  Score: Raw -632762.894121 + Penalty 2852.655418 = -629910.238703
  nChanged 101
		SP:Iteration 15Q (9726.660000 sec): 3 clusters
  Score: Raw -632830.268230 + Penalty 2852.655418 = -629977.612812
  nChanged 103
		SP:Iteration 16Q (9726.670000 sec): 3 clusters
  Score: Raw -632895.556004 + Penalty 2852.655418 = -630042.900586
  nChanged 79
		SP:Iteration 17Q (9726.690000 sec): 3 clusters
  Score: Raw -632947.142753 + Penalty 2852.655418 = -630094.487335
  nChanged 72
		SP:Iteration 18Q (9726.710000 sec): 3 clusters
  Score: Raw -633001.412613 + Penalty 2852.655418 = -630148.757195
  nChanged 72
		SP:Iteration 19Q (9726.720000 sec): 3 clusters
  Score: Raw -633051.742719 + Penalty 2852.655418 = -630199.087301
  nChanged 50
		SP:Iteration 20F (9726.730000 sec): 3 clusters
  Score: Raw -633086.998285 + Penalty 2852.655418 = -630234.342867
  nChanged 42
		SP:Iteration 21Q (9726.750000 sec): 3 clusters
  Score: Raw -633115.733286 + Penalty 2852.655418 = -630263.077868
  nChanged 37
		SP:Iteration 22Q (9726.760000 sec): 3 clusters
  Score: Raw -633142.361718 + Penalty 2852.655418 = -630289.706300
  nChanged 37
		SP:Iteration 23Q (9726.770000 sec): 3 clusters
  Score: Raw -633168.910781 + Penalty 2852.655418 = -630316.255363
  nChanged 27
		SP:Iteration 24Q (9726.790000 sec): 3 clusters
  Score: Raw -633187.194522 + Penalty 2852.655418 = -630334.539104
  nChanged 17
		SP:Iteration 25Q (9726.800000 sec): 3 clusters
  Score: Raw -633197.258738 + Penalty 2852.655418 = -630344.603320
  nChanged 6
		SP:Iteration 26Q (9726.810000 sec): 3 clusters
  Score: Raw -633201.690299 + Penalty 2852.655418 = -630349.034881
  nChanged 14
		SP:Iteration 27Q (9726.830000 sec): 3 clusters
  Score: Raw -633210.881785 + Penalty 2852.655418 = -630358.226366
  nChanged 10
		SP:Iteration 28Q (9726.840000 sec): 3 clusters
  Score: Raw -633215.107400 + Penalty 2852.655418 = -630362.451982
  nChanged 3
		SP:Iteration 29Q (9726.850000 sec): 3 clusters
  Score: Raw -633216.408724 + Penalty 2852.655418 = -630363.753306
  nChanged 3
		SP:Iteration 30Q (9726.860000 sec): 3 clusters
  Score: Raw -633217.564079 + Penalty 2852.655418 = -630364.908661
  nChanged 2
		SP:Iteration 31Q (9726.880000 sec): 3 clusters
  Score: Raw -633218.035120 + Penalty 2852.655418 = -630365.379702
  nChanged 0
		SP:Iteration 32F (9726.890000 sec): 3 clusters
  Score: Raw -633218.035120 + Penalty 2852.655418 = -630365.379702
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9726.900000 sec): 2 clusters
  Score: Raw -154231.236592 + Penalty 1204.770172 = -153026.466420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9726.910000 sec): 3 clusters
  Score: Raw -153573.685837 + Penalty 2409.540344 = -151164.145492
  nChanged 558
		SP:Iteration 1F (9726.910000 sec): 3 clusters
  Score: Raw -154039.471289 + Penalty 2409.540344 = -151629.930945
  nChanged 162
		SP:Iteration 2F (9726.910000 sec): 3 clusters
  Score: Raw -154211.613838 + Penalty 2409.540344 = -151802.073494
  nChanged 94
		SP:Iteration 3F (9726.910000 sec): 3 clusters
  Score: Raw -154298.029702 + Penalty 2409.540344 = -151888.489358
  nChanged 54
		SP:Iteration 4Q (9726.920000 sec): 3 clusters
  Score: Raw -154349.424817 + Penalty 2409.540344 = -151939.884472
  nChanged 56
		SP:Iteration 5Q (9726.920000 sec): 3 clusters
  Score: Raw -154398.315922 + Penalty 2409.540344 = -151988.775577
  nChanged 40
		SP:Iteration 6Q (9726.930000 sec): 3 clusters
  Score: Raw -154433.819607 + Penalty 2409.540344 = -152024.279263
  nChanged 48
		SP:Iteration 7Q (9726.930000 sec): 3 clusters
  Score: Raw -154476.426627 + Penalty 2409.540344 = -152066.886282
  nChanged 49
		SP:Iteration 8Q (9726.930000 sec): 3 clusters
  Score: Raw -154515.619038 + Penalty 2409.540344 = -152106.078694
  nChanged 47
		SP:Iteration 9Q (9726.940000 sec): 3 clusters
  Score: Raw -154556.544344 + Penalty 2409.540344 = -152147.004000
  nChanged 26
		SP:Iteration 10Q (9726.940000 sec): 3 clusters
  Score: Raw -154576.885522 + Penalty 2409.540344 = -152167.345178
  nChanged 27
		SP:Iteration 11Q (9726.950000 sec): 3 clusters
  Score: Raw -154605.228149 + Penalty 2409.540344 = -152195.687805
  nChanged 34
		SP:Iteration 12Q (9726.950000 sec): 3 clusters
  Score: Raw -154639.539854 + Penalty 2409.540344 = -152229.999510
  nChanged 47
		SP:Iteration 13Q (9726.950000 sec): 3 clusters
  Score: Raw -154700.345389 + Penalty 2409.540344 = -152290.805044
  nChanged 34
		SP:Iteration 14Q (9726.960000 sec): 3 clusters
  Score: Raw -154741.331783 + Penalty 2409.540344 = -152331.791439
  nChanged 25
		SP:Iteration 15Q (9726.960000 sec): 3 clusters
  Score: Raw -154771.989308 + Penalty 2409.540344 = -152362.448964
  nChanged 12
		SP:Iteration 16Q (9726.960000 sec): 3 clusters
  Score: Raw -154783.942209 + Penalty 2409.540344 = -152374.401865
  nChanged 10
		SP:Iteration 17Q (9726.970000 sec): 3 clusters
  Score: Raw -154789.561836 + Penalty 2409.540344 = -152380.021492
  nChanged 9
		SP:Iteration 18Q (9726.970000 sec): 3 clusters
  Score: Raw -154795.734652 + Penalty 2409.540344 = -152386.194307
  nChanged 7
		SP:Iteration 19Q (9726.970000 sec): 3 clusters
  Score: Raw -154798.813723 + Penalty 2409.540344 = -152389.273378
  nChanged 3
		SP:Iteration 20F (9726.980000 sec): 3 clusters
  Score: Raw -154800.534003 + Penalty 2409.540344 = -152390.993659
  nChanged 3
		SP:Iteration 21Q (9726.980000 sec): 3 clusters
  Score: Raw -154803.383937 + Penalty 2409.540344 = -152393.843593
  nChanged 2
		SP:Iteration 22Q (9726.980000 sec): 3 clusters
  Score: Raw -154805.476383 + Penalty 2409.540344 = -152395.936038
  nChanged 2
		SP:Iteration 23Q (9726.990000 sec): 3 clusters
  Score: Raw -154808.888778 + Penalty 2409.540344 = -152399.348433
  nChanged 2
		SP:Iteration 24Q (9726.990000 sec): 3 clusters
  Score: Raw -154810.807754 + Penalty 2409.540344 = -152401.267410
  nChanged 2
		SP:Iteration 25Q (9726.990000 sec): 3 clusters
  Score: Raw -154812.786405 + Penalty 2409.540344 = -152403.246060
  nChanged 3
		SP:Iteration 26Q (9727.000000 sec): 3 clusters
  Score: Raw -154813.472500 + Penalty 2409.540344 = -152403.932156
  nChanged 0
		SP:Iteration 27F (9727.000000 sec): 3 clusters
  Score: Raw -154813.472500 + Penalty 2409.540344 = -152403.932156
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9727.030000 sec): 2 clusters
  Score: Raw -635397.414905 + Penalty 1440.750755 = -633956.664150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9727.040000 sec): 3 clusters
  Score: Raw -631537.137203 + Penalty 2881.501510 = -628655.635693
  nChanged 3017
		SP:Iteration 1F (9727.060000 sec): 3 clusters
  Score: Raw -633350.715033 + Penalty 2881.501510 = -630469.213523
  nChanged 532
		SP:Iteration 2F (9727.070000 sec): 3 clusters
  Score: Raw -633720.885563 + Penalty 2881.501510 = -630839.384053
  nChanged 475
		SP:Iteration 3F (9727.090000 sec): 3 clusters
  Score: Raw -634053.489796 + Penalty 2881.501510 = -631171.988286
  nChanged 432
		SP:Iteration 4F (9727.110000 sec): 3 clusters
  Score: Raw -634376.019891 + Penalty 2881.501510 = -631494.518381
  nChanged 398
		SP:Iteration 5F (9727.120000 sec): 3 clusters
  Score: Raw -634681.417165 + Penalty 2881.501510 = -631799.915655
  nChanged 379
		SP:Iteration 6F (9727.140000 sec): 3 clusters
  Score: Raw -634981.928789 + Penalty 2881.501510 = -632100.427279
  nChanged 364
		SP:Iteration 7F (9727.150000 sec): 3 clusters
  Score: Raw -635249.338153 + Penalty 2881.501510 = -632367.836643
  nChanged 285
		SP:Iteration 8Q (9727.170000 sec): 3 clusters
  Score: Raw -635437.212664 + Penalty 2881.501510 = -632555.711154
  nChanged 235
		SP:Iteration 9Q (9727.190000 sec): 3 clusters
  Score: Raw -635583.007065 + Penalty 2881.501510 = -632701.505555
  nChanged 199
		SP:Iteration 10Q (9727.200000 sec): 3 clusters
  Score: Raw -635698.704105 + Penalty 2881.501510 = -632817.202595
  nChanged 170
		SP:Iteration 11Q (9727.220000 sec): 3 clusters
  Score: Raw -635780.860746 + Penalty 2881.501510 = -632899.359236
  nChanged 119
		SP:Iteration 12Q (9727.230000 sec): 3 clusters
  Score: Raw -635830.250423 + Penalty 2881.501510 = -632948.748913
  nChanged 116
		SP:Iteration 13Q (9727.250000 sec): 3 clusters
  Score: Raw -635874.648025 + Penalty 2881.501510 = -632993.146515
  nChanged 69
		SP:Iteration 14Q (9727.260000 sec): 3 clusters
  Score: Raw -635892.777351 + Penalty 2881.501510 = -633011.275841
  nChanged 52
		SP:Iteration 15Q (9727.280000 sec): 3 clusters
  Score: Raw -635905.439606 + Penalty 2881.501510 = -633023.938096
  nChanged 44
		SP:Iteration 16Q (9727.290000 sec): 3 clusters
  Score: Raw -635915.352413 + Penalty 2881.501510 = -633033.850903
  nChanged 34
		SP:Iteration 17Q (9727.310000 sec): 3 clusters
  Score: Raw -635924.749093 + Penalty 2881.501510 = -633043.247583
  nChanged 22
		SP:Iteration 18Q (9727.320000 sec): 3 clusters
  Score: Raw -635931.131001 + Penalty 2881.501510 = -633049.629491
  nChanged 18
		SP:Iteration 19Q (9727.340000 sec): 3 clusters
  Score: Raw -635935.846067 + Penalty 2881.501510 = -633054.344557
  nChanged 17
		SP:Iteration 20F (9727.350000 sec): 3 clusters
  Score: Raw -635940.615070 + Penalty 2881.501510 = -633059.113560
  nChanged 20
		SP:Iteration 21Q (9727.370000 sec): 3 clusters
  Score: Raw -635946.664625 + Penalty 2881.501510 = -633065.163115
  nChanged 16
		SP:Iteration 22Q (9727.390000 sec): 3 clusters
  Score: Raw -635949.862939 + Penalty 2881.501510 = -633068.361429
  nChanged 14
		SP:Iteration 23Q (9727.400000 sec): 3 clusters
  Score: Raw -635952.189878 + Penalty 2881.501510 = -633070.688368
  nChanged 10
		SP:Iteration 24Q (9727.410000 sec): 3 clusters
  Score: Raw -635953.385212 + Penalty 2881.501510 = -633071.883702
  nChanged 4
		SP:Iteration 25Q (9727.430000 sec): 3 clusters
  Score: Raw -635953.835422 + Penalty 2881.501510 = -633072.333912
  nChanged 4
		SP:Iteration 26Q (9727.450000 sec): 3 clusters
  Score: Raw -635954.505093 + Penalty 2881.501510 = -633073.003583
  nChanged 4
		SP:Iteration 27Q (9727.460000 sec): 3 clusters
  Score: Raw -635955.079692 + Penalty 2881.501510 = -633073.578182
  nChanged 2
		SP:Iteration 28Q (9727.470000 sec): 3 clusters
  Score: Raw -635955.252238 + Penalty 2881.501510 = -633073.750728
  nChanged 0
		SP:Iteration 29F (9727.490000 sec): 3 clusters
  Score: Raw -635955.252238 + Penalty 2881.501510 = -633073.750728
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9727.510000 sec): 2 clusters
  Score: Raw -370056.644645 + Penalty 1341.276396 = -368715.368249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9727.510000 sec): 3 clusters
  Score: Raw -368138.093538 + Penalty 2682.552792 = -365455.540746
  nChanged 1478
		SP:Iteration 1F (9727.530000 sec): 3 clusters
  Score: Raw -368984.191556 + Penalty 2682.552792 = -366301.638764
  nChanged 276
		SP:Iteration 2F (9727.530000 sec): 3 clusters
  Score: Raw -369165.133301 + Penalty 2682.552792 = -366482.580509
  nChanged 245
		SP:Iteration 3F (9727.540000 sec): 3 clusters
  Score: Raw -369309.774608 + Penalty 2682.552792 = -366627.221816
  nChanged 181
		SP:Iteration 4Q (9727.550000 sec): 3 clusters
  Score: Raw -369406.528575 + Penalty 2682.552792 = -366723.975783
  nChanged 169
		SP:Iteration 5Q (9727.560000 sec): 3 clusters
  Score: Raw -369509.083010 + Penalty 2682.552792 = -366826.530218
  nChanged 147
		SP:Iteration 6Q (9727.570000 sec): 3 clusters
  Score: Raw -369604.951310 + Penalty 2682.552792 = -366922.398518
  nChanged 145
		SP:Iteration 7Q (9727.580000 sec): 3 clusters
  Score: Raw -369689.020779 + Penalty 2682.552792 = -367006.467987
  nChanged 125
		SP:Iteration 8Q (9727.590000 sec): 3 clusters
  Score: Raw -369760.159012 + Penalty 2682.552792 = -367077.606220
  nChanged 123
		SP:Iteration 9Q (9727.590000 sec): 3 clusters
  Score: Raw -369837.684644 + Penalty 2682.552792 = -367155.131852
  nChanged 122
		SP:Iteration 10Q (9727.600000 sec): 3 clusters
  Score: Raw -369919.951687 + Penalty 2682.552792 = -367237.398896
  nChanged 107
		SP:Iteration 11Q (9727.610000 sec): 3 clusters
  Score: Raw -369985.530995 + Penalty 2682.552792 = -367302.978203
  nChanged 99
		SP:Iteration 12Q (9727.620000 sec): 3 clusters
  Score: Raw -370049.573107 + Penalty 2682.552792 = -367367.020315
  nChanged 93
		SP:Iteration 13Q (9727.630000 sec): 3 clusters
  Score: Raw -370104.447298 + Penalty 2682.552792 = -367421.894506
  nChanged 76
		SP:Iteration 14Q (9727.640000 sec): 3 clusters
  Score: Raw -370147.873240 + Penalty 2682.552792 = -367465.320448
  nChanged 64
		SP:Iteration 15Q (9727.650000 sec): 3 clusters
  Score: Raw -370181.798350 + Penalty 2682.552792 = -367499.245558
  nChanged 45
		SP:Iteration 16Q (9727.660000 sec): 3 clusters
  Score: Raw -370206.896519 + Penalty 2682.552792 = -367524.343727
  nChanged 41
		SP:Iteration 17Q (9727.670000 sec): 3 clusters
  Score: Raw -370226.134845 + Penalty 2682.552792 = -367543.582053
  nChanged 26
		SP:Iteration 18Q (9727.670000 sec): 3 clusters
  Score: Raw -370237.912284 + Penalty 2682.552792 = -367555.359492
  nChanged 26
		SP:Iteration 19Q (9727.680000 sec): 3 clusters
  Score: Raw -370254.233516 + Penalty 2682.552792 = -367571.680725
  nChanged 17
		SP:Iteration 20F (9727.690000 sec): 3 clusters
  Score: Raw -370263.445100 + Penalty 2682.552792 = -367580.892308
  nChanged 18
		SP:Iteration 21Q (9727.700000 sec): 3 clusters
  Score: Raw -370273.004126 + Penalty 2682.552792 = -367590.451335
  nChanged 12
		SP:Iteration 22Q (9727.710000 sec): 3 clusters
  Score: Raw -370279.166132 + Penalty 2682.552792 = -367596.613340
  nChanged 17
		SP:Iteration 23Q (9727.720000 sec): 3 clusters
  Score: Raw -370288.002135 + Penalty 2682.552792 = -367605.449343
  nChanged 17
		SP:Iteration 24Q (9727.730000 sec): 3 clusters
  Score: Raw -370296.345135 + Penalty 2682.552792 = -367613.792343
  nChanged 9
		SP:Iteration 25Q (9727.730000 sec): 3 clusters
  Score: Raw -370299.600602 + Penalty 2682.552792 = -367617.047810
  nChanged 6
		SP:Iteration 26Q (9727.740000 sec): 3 clusters
  Score: Raw -370302.013884 + Penalty 2682.552792 = -367619.461092
  nChanged 7
		SP:Iteration 27Q (9727.750000 sec): 3 clusters
  Score: Raw -370305.662279 + Penalty 2682.552792 = -367623.109487
  nChanged 5
		SP:Iteration 28Q (9727.760000 sec): 3 clusters
  Score: Raw -370308.063684 + Penalty 2682.552792 = -367625.510892
  nChanged 6
		SP:Iteration 29Q (9727.770000 sec): 3 clusters
  Score: Raw -370312.807717 + Penalty 2682.552792 = -367630.254925
  nChanged 6
		SP:Iteration 30Q (9727.780000 sec): 3 clusters
  Score: Raw -370316.908738 + Penalty 2682.552792 = -367634.355946
  nChanged 4
		SP:Iteration 31Q (9727.790000 sec): 3 clusters
  Score: Raw -370318.954053 + Penalty 2682.552792 = -367636.401261
  nChanged 1
		SP:Iteration 32Q (9727.790000 sec): 3 clusters
  Score: Raw -370319.216943 + Penalty 2682.552792 = -367636.664151
  nChanged 2
		SP:Iteration 33Q (9727.800000 sec): 3 clusters
  Score: Raw -370319.729288 + Penalty 2682.552792 = -367637.176496
  nChanged 1
		SP:Iteration 34Q (9727.810000 sec): 3 clusters
  Score: Raw -370320.292426 + Penalty 2682.552792 = -367637.739634
  nChanged 2
		SP:Iteration 35Q (9727.820000 sec): 3 clusters
  Score: Raw -370321.515407 + Penalty 2682.552792 = -367638.962615
  nChanged 2
		SP:Iteration 36Q (9727.830000 sec): 3 clusters
  Score: Raw -370322.078126 + Penalty 2682.552792 = -367639.525334
  nChanged 1
		SP:Iteration 37Q (9727.840000 sec): 3 clusters
  Score: Raw -370322.610610 + Penalty 2682.552792 = -367640.057818
  nChanged 1
		SP:Iteration 38Q (9727.850000 sec): 3 clusters
  Score: Raw -370322.977654 + Penalty 2682.552792 = -367640.424862
  nChanged 1
		SP:Iteration 39Q (9727.850000 sec): 3 clusters
  Score: Raw -370323.225221 + Penalty 2682.552792 = -367640.672429
  nChanged 0
		SP:Iteration 40F (9727.860000 sec): 3 clusters
  Score: Raw -370323.225221 + Penalty 2682.552792 = -367640.672429
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9727.870000 sec): 2 clusters
  Score: Raw -128151.862915 + Penalty 1157.989182 = -126993.873733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9727.870000 sec): 3 clusters
  Score: Raw -127694.083926 + Penalty 2315.978364 = -125378.105563
  nChanged 386
		SP:Iteration 1F (9727.870000 sec): 3 clusters
  Score: Raw -127989.424835 + Penalty 2315.978364 = -125673.446471
  nChanged 95
		SP:Iteration 2F (9727.880000 sec): 3 clusters
  Score: Raw -128061.293567 + Penalty 2315.978364 = -125745.315203
  nChanged 36
		SP:Iteration 3Q (9727.880000 sec): 3 clusters
  Score: Raw -128093.767205 + Penalty 2315.978364 = -125777.788841
  nChanged 25
		SP:Iteration 4Q (9727.890000 sec): 3 clusters
  Score: Raw -128114.652850 + Penalty 2315.978364 = -125798.674486
  nChanged 22
		SP:Iteration 5Q (9727.890000 sec): 3 clusters
  Score: Raw -128132.453871 + Penalty 2315.978364 = -125816.475507
  nChanged 17
		SP:Iteration 6Q (9727.890000 sec): 3 clusters
  Score: Raw -128145.014631 + Penalty 2315.978364 = -125829.036267
  nChanged 18
		SP:Iteration 7Q (9727.890000 sec): 3 clusters
  Score: Raw -128158.532931 + Penalty 2315.978364 = -125842.554567
  nChanged 14
		SP:Iteration 8Q (9727.890000 sec): 3 clusters
  Score: Raw -128167.001627 + Penalty 2315.978364 = -125851.023263
  nChanged 13
		SP:Iteration 9Q (9727.900000 sec): 3 clusters
  Score: Raw -128175.216875 + Penalty 2315.978364 = -125859.238511
  nChanged 11
		SP:Iteration 10Q (9727.900000 sec): 3 clusters
  Score: Raw -128183.738029 + Penalty 2315.978364 = -125867.759665
  nChanged 16
		SP:Iteration 11Q (9727.900000 sec): 3 clusters
  Score: Raw -128194.634918 + Penalty 2315.978364 = -125878.656554
  nChanged 9
		SP:Iteration 12Q (9727.910000 sec): 3 clusters
  Score: Raw -128198.680059 + Penalty 2315.978364 = -125882.701696
  nChanged 11
		SP:Iteration 13Q (9727.910000 sec): 3 clusters
  Score: Raw -128203.538699 + Penalty 2315.978364 = -125887.560335
  nChanged 7
		SP:Iteration 14Q (9727.910000 sec): 3 clusters
  Score: Raw -128208.487161 + Penalty 2315.978364 = -125892.508797
  nChanged 8
		SP:Iteration 15Q (9727.910000 sec): 3 clusters
  Score: Raw -128216.150942 + Penalty 2315.978364 = -125900.172578
  nChanged 6
		SP:Iteration 16Q (9727.920000 sec): 3 clusters
  Score: Raw -128223.299257 + Penalty 2315.978364 = -125907.320893
  nChanged 12
		SP:Iteration 17Q (9727.920000 sec): 3 clusters
  Score: Raw -128233.946660 + Penalty 2315.978364 = -125917.968296
  nChanged 11
		SP:Iteration 18Q (9727.920000 sec): 3 clusters
  Score: Raw -128241.318379 + Penalty 2315.978364 = -125925.340015
  nChanged 16
		SP:Iteration 19Q (9727.930000 sec): 3 clusters
  Score: Raw -128255.242525 + Penalty 2315.978364 = -125939.264161
  nChanged 16
		SP:Iteration 20F (9727.930000 sec): 3 clusters
  Score: Raw -128267.080226 + Penalty 2315.978364 = -125951.101862
  nChanged 8
		SP:Iteration 21Q (9727.930000 sec): 3 clusters
  Score: Raw -128273.584365 + Penalty 2315.978364 = -125957.606002
  nChanged 5
		SP:Iteration 22Q (9727.930000 sec): 3 clusters
  Score: Raw -128274.646688 + Penalty 2315.978364 = -125958.668324
  nChanged 2
		SP:Iteration 23Q (9727.940000 sec): 3 clusters
  Score: Raw -128275.517539 + Penalty 2315.978364 = -125959.539175
  nChanged 2
		SP:Iteration 24Q (9727.940000 sec): 3 clusters
  Score: Raw -128277.015868 + Penalty 2315.978364 = -125961.037504
  nChanged 2
		SP:Iteration 25Q (9727.940000 sec): 3 clusters
  Score: Raw -128277.478685 + Penalty 2315.978364 = -125961.500321
  nChanged 1
		SP:Iteration 26Q (9727.950000 sec): 3 clusters
  Score: Raw -128277.767508 + Penalty 2315.978364 = -125961.789144
  nChanged 1
		SP:Iteration 27Q (9727.950000 sec): 3 clusters
  Score: Raw -128278.172694 + Penalty 2315.978364 = -125962.194330
  nChanged 1
		SP:Iteration 28Q (9727.950000 sec): 3 clusters
  Score: Raw -128278.554577 + Penalty 2315.978364 = -125962.576213
  nChanged 1
		SP:Iteration 29Q (9727.950000 sec): 3 clusters
  Score: Raw -128280.641417 + Penalty 2315.978364 = -125964.663054
  nChanged 3
		SP:Iteration 30Q (9727.960000 sec): 3 clusters
  Score: Raw -128285.545506 + Penalty 2315.978364 = -125969.567142
  nChanged 6
		SP:Iteration 31Q (9727.960000 sec): 3 clusters
  Score: Raw -128290.322249 + Penalty 2315.978364 = -125974.343886
  nChanged 3
		SP:Iteration 32Q (9727.960000 sec): 3 clusters
  Score: Raw -128291.865029 + Penalty 2315.978364 = -125975.886665
  nChanged 1
		SP:Iteration 33Q (9727.970000 sec): 3 clusters
  Score: Raw -128292.163736 + Penalty 2315.978364 = -125976.185372
  nChanged 0
		SP:Iteration 34F (9727.970000 sec): 3 clusters
  Score: Raw -128292.163736 + Penalty 2315.978364 = -125976.185372
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9727.980000 sec): 2 clusters
  Score: Raw -323394.584912 + Penalty 1323.746045 = -322070.838867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9727.990000 sec): 3 clusters
  Score: Raw -321724.768322 + Penalty 2647.492091 = -319077.276231
  nChanged 1322
		SP:Iteration 1F (9727.990000 sec): 3 clusters
  Score: Raw -322662.145991 + Penalty 2647.492091 = -320014.653900
  nChanged 352
		SP:Iteration 2F (9728.000000 sec): 3 clusters
  Score: Raw -322994.655053 + Penalty 2647.492091 = -320347.162962
  nChanged 237
		SP:Iteration 3F (9728.010000 sec): 3 clusters
  Score: Raw -323202.172328 + Penalty 2647.492091 = -320554.680237
  nChanged 181
		SP:Iteration 4F (9728.020000 sec): 3 clusters
  Score: Raw -323369.304907 + Penalty 2647.492091 = -320721.812817
  nChanged 143
		SP:Iteration 5Q (9728.030000 sec): 3 clusters
  Score: Raw -323504.276958 + Penalty 2647.492091 = -320856.784867
  nChanged 125
		SP:Iteration 6Q (9728.030000 sec): 3 clusters
  Score: Raw -323646.160596 + Penalty 2647.492091 = -320998.668505
  nChanged 120
		SP:Iteration 7Q (9728.040000 sec): 3 clusters
  Score: Raw -323754.774254 + Penalty 2647.492091 = -321107.282163
  nChanged 87
		SP:Iteration 8Q (9728.050000 sec): 3 clusters
  Score: Raw -323830.682811 + Penalty 2647.492091 = -321183.190720
  nChanged 71
		SP:Iteration 9Q (9728.060000 sec): 3 clusters
  Score: Raw -323903.626871 + Penalty 2647.492091 = -321256.134780
  nChanged 59
		SP:Iteration 10Q (9728.070000 sec): 3 clusters
  Score: Raw -323956.765431 + Penalty 2647.492091 = -321309.273340
  nChanged 43
		SP:Iteration 11Q (9728.070000 sec): 3 clusters
  Score: Raw -323991.595209 + Penalty 2647.492091 = -321344.103118
  nChanged 35
		SP:Iteration 12Q (9728.080000 sec): 3 clusters
  Score: Raw -324018.466204 + Penalty 2647.492091 = -321370.974113
  nChanged 28
		SP:Iteration 13Q (9728.090000 sec): 3 clusters
  Score: Raw -324032.457728 + Penalty 2647.492091 = -321384.965637
  nChanged 15
		SP:Iteration 14Q (9728.090000 sec): 3 clusters
  Score: Raw -324038.877851 + Penalty 2647.492091 = -321391.385760
  nChanged 11
		SP:Iteration 15Q (9728.100000 sec): 3 clusters
  Score: Raw -324042.244057 + Penalty 2647.492091 = -321394.751966
  nChanged 6
		SP:Iteration 16Q (9728.110000 sec): 3 clusters
  Score: Raw -324043.776369 + Penalty 2647.492091 = -321396.284278
  nChanged 3
		SP:Iteration 17Q (9728.110000 sec): 3 clusters
  Score: Raw -324045.084107 + Penalty 2647.492091 = -321397.592016
  nChanged 1
		SP:Iteration 18Q (9728.120000 sec): 3 clusters
  Score: Raw -324045.378770 + Penalty 2647.492091 = -321397.886679
  nChanged 3
		SP:Iteration 19Q (9728.130000 sec): 3 clusters
  Score: Raw -324046.024224 + Penalty 2647.492091 = -321398.532134
  nChanged 2
		SP:Iteration 20F (9728.140000 sec): 3 clusters
  Score: Raw -324046.620531 + Penalty 2647.492091 = -321399.128440
  nChanged 2
		SP:Iteration 21Q (9728.150000 sec): 3 clusters
  Score: Raw -324047.932651 + Penalty 2647.492091 = -321400.440561
  nChanged 1
		SP:Iteration 22Q (9728.150000 sec): 3 clusters
  Score: Raw -324049.028034 + Penalty 2647.492091 = -321401.535943
  nChanged 3
		SP:Iteration 23Q (9728.160000 sec): 3 clusters
  Score: Raw -324050.337116 + Penalty 2647.492091 = -321402.845025
  nChanged 2
		SP:Iteration 24Q (9728.170000 sec): 3 clusters
  Score: Raw -324051.727344 + Penalty 2647.492091 = -321404.235253
  nChanged 2
		SP:Iteration 25Q (9728.170000 sec): 3 clusters
  Score: Raw -324052.288820 + Penalty 2647.492091 = -321404.796730
  nChanged 1
		SP:Iteration 26Q (9728.180000 sec): 3 clusters
  Score: Raw -324052.547160 + Penalty 2647.492091 = -321405.055069
  nChanged 1
		SP:Iteration 27Q (9728.190000 sec): 3 clusters
  Score: Raw -324053.125891 + Penalty 2647.492091 = -321405.633800
  nChanged 1
		SP:Iteration 28Q (9728.190000 sec): 3 clusters
  Score: Raw -324053.486491 + Penalty 2647.492091 = -321405.994400
  nChanged 2
		SP:Iteration 29Q (9728.200000 sec): 3 clusters
  Score: Raw -324054.046126 + Penalty 2647.492091 = -321406.554036
  nChanged 1
		SP:Iteration 30Q (9728.210000 sec): 3 clusters
  Score: Raw -324054.500651 + Penalty 2647.492091 = -321407.008560
  nChanged 0
		SP:Iteration 31F (9728.220000 sec): 3 clusters
  Score: Raw -324054.500651 + Penalty 2647.492091 = -321407.008560
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.230000 sec): 2 clusters
  Score: Raw -223470.091107 + Penalty 1248.926747 = -222221.164359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.230000 sec): 3 clusters
  Score: Raw -222524.565997 + Penalty 2497.853495 = -220026.712502
  nChanged 759
		SP:Iteration 1F (9728.230000 sec): 3 clusters
  Score: Raw -222969.774569 + Penalty 2497.853495 = -220471.921075
  nChanged 164
		SP:Iteration 2F (9728.240000 sec): 3 clusters
  Score: Raw -223095.128689 + Penalty 2497.853495 = -220597.275194
  nChanged 103
		SP:Iteration 3Q (9728.250000 sec): 3 clusters
  Score: Raw -223165.457915 + Penalty 2497.853495 = -220667.604420
  nChanged 80
		SP:Iteration 4Q (9728.250000 sec): 3 clusters
  Score: Raw -223218.718225 + Penalty 2497.853495 = -220720.864730
  nChanged 58
		SP:Iteration 5Q (9728.260000 sec): 3 clusters
  Score: Raw -223258.655932 + Penalty 2497.853495 = -220760.802437
  nChanged 41
		SP:Iteration 6Q (9728.260000 sec): 3 clusters
  Score: Raw -223285.733381 + Penalty 2497.853495 = -220787.879886
  nChanged 44
		SP:Iteration 7Q (9728.270000 sec): 3 clusters
  Score: Raw -223314.096321 + Penalty 2497.853495 = -220816.242826
  nChanged 35
		SP:Iteration 8Q (9728.270000 sec): 3 clusters
  Score: Raw -223335.789586 + Penalty 2497.853495 = -220837.936091
  nChanged 29
		SP:Iteration 9Q (9728.280000 sec): 3 clusters
  Score: Raw -223350.837700 + Penalty 2497.853495 = -220852.984205
  nChanged 26
		SP:Iteration 10Q (9728.280000 sec): 3 clusters
  Score: Raw -223365.498493 + Penalty 2497.853495 = -220867.644999
  nChanged 24
		SP:Iteration 11Q (9728.290000 sec): 3 clusters
  Score: Raw -223381.189831 + Penalty 2497.853495 = -220883.336336
  nChanged 32
		SP:Iteration 12Q (9728.290000 sec): 3 clusters
  Score: Raw -223410.475548 + Penalty 2497.853495 = -220912.622053
  nChanged 41
		SP:Iteration 13Q (9728.290000 sec): 3 clusters
  Score: Raw -223444.392970 + Penalty 2497.853495 = -220946.539475
  nChanged 38
		SP:Iteration 14Q (9728.300000 sec): 3 clusters
  Score: Raw -223469.392434 + Penalty 2497.853495 = -220971.538939
  nChanged 36
		SP:Iteration 15Q (9728.310000 sec): 3 clusters
  Score: Raw -223507.472998 + Penalty 2497.853495 = -221009.619503
  nChanged 45
		SP:Iteration 16Q (9728.310000 sec): 3 clusters
  Score: Raw -223549.945576 + Penalty 2497.853495 = -221052.092081
  nChanged 45
		SP:Iteration 17Q (9728.310000 sec): 3 clusters
  Score: Raw -223593.353339 + Penalty 2497.853495 = -221095.499844
  nChanged 41
		SP:Iteration 18Q (9728.320000 sec): 3 clusters
  Score: Raw -223642.637507 + Penalty 2497.853495 = -221144.784012
  nChanged 52
		SP:Iteration 19Q (9728.330000 sec): 3 clusters
  Score: Raw -223688.750805 + Penalty 2497.853495 = -221190.897310
  nChanged 37
		SP:Iteration 20F (9728.330000 sec): 3 clusters
  Score: Raw -223728.922400 + Penalty 2497.853495 = -221231.068905
  nChanged 51
		SP:Iteration 21Q (9728.330000 sec): 3 clusters
  Score: Raw -223780.822430 + Penalty 2497.853495 = -221282.968935
  nChanged 35
		SP:Iteration 22Q (9728.340000 sec): 3 clusters
  Score: Raw -223813.398789 + Penalty 2497.853495 = -221315.545294
  nChanged 31
		SP:Iteration 23Q (9728.340000 sec): 3 clusters
  Score: Raw -223840.162179 + Penalty 2497.853495 = -221342.308684
  nChanged 24
		SP:Iteration 24Q (9728.350000 sec): 3 clusters
  Score: Raw -223856.744198 + Penalty 2497.853495 = -221358.890703
  nChanged 24
		SP:Iteration 25Q (9728.350000 sec): 3 clusters
  Score: Raw -223876.995959 + Penalty 2497.853495 = -221379.142464
  nChanged 21
		SP:Iteration 26Q (9728.360000 sec): 3 clusters
  Score: Raw -223894.789688 + Penalty 2497.853495 = -221396.936193
  nChanged 20
		SP:Iteration 27Q (9728.360000 sec): 3 clusters
  Score: Raw -223919.672354 + Penalty 2497.853495 = -221421.818859
  nChanged 21
		SP:Iteration 28Q (9728.370000 sec): 3 clusters
  Score: Raw -223975.885643 + Penalty 2497.853495 = -221478.032148
  nChanged 30
		SP:Iteration 29Q (9728.370000 sec): 3 clusters
  Score: Raw -224033.732908 + Penalty 2497.853495 = -221535.879413
  nChanged 24
		SP:Iteration 30Q (9728.370000 sec): 3 clusters
  Score: Raw -224060.854664 + Penalty 2497.853495 = -221563.001169
  nChanged 17
		SP:Iteration 31Q (9728.380000 sec): 3 clusters
  Score: Raw -224077.467009 + Penalty 2497.853495 = -221579.613515
  nChanged 13
		SP:Iteration 32Q (9728.380000 sec): 3 clusters
  Score: Raw -224089.356649 + Penalty 2497.853495 = -221591.503154
  nChanged 10
		SP:Iteration 33Q (9728.390000 sec): 3 clusters
  Score: Raw -224098.145776 + Penalty 2497.853495 = -221600.292281
  nChanged 2
		SP:Iteration 34Q (9728.390000 sec): 3 clusters
  Score: Raw -224099.372311 + Penalty 2497.853495 = -221601.518816
  nChanged 3
		SP:Iteration 35Q (9728.390000 sec): 3 clusters
  Score: Raw -224101.124328 + Penalty 2497.853495 = -221603.270833
  nChanged 0
		SP:Iteration 36F (9728.400000 sec): 3 clusters
  Score: Raw -224101.124328 + Penalty 2497.853495 = -221603.270833
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.410000 sec): 2 clusters
  Score: Raw -221931.447889 + Penalty 1257.291763 = -220674.156127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.410000 sec): 3 clusters
  Score: Raw -220919.369530 + Penalty 2514.583525 = -218404.786005
  nChanged 814
		SP:Iteration 1F (9728.420000 sec): 3 clusters
  Score: Raw -221469.927649 + Penalty 2514.583525 = -218955.344124
  nChanged 180
		SP:Iteration 2F (9728.420000 sec): 3 clusters
  Score: Raw -221626.390730 + Penalty 2514.583525 = -219111.807204
  nChanged 138
		SP:Iteration 3F (9728.430000 sec): 3 clusters
  Score: Raw -221753.506085 + Penalty 2514.583525 = -219238.922560
  nChanged 103
		SP:Iteration 4Q (9728.430000 sec): 3 clusters
  Score: Raw -221847.377154 + Penalty 2514.583525 = -219332.793628
  nChanged 88
		SP:Iteration 5Q (9728.440000 sec): 3 clusters
  Score: Raw -221914.221663 + Penalty 2514.583525 = -219399.638138
  nChanged 65
		SP:Iteration 6Q (9728.450000 sec): 3 clusters
  Score: Raw -221962.825072 + Penalty 2514.583525 = -219448.241547
  nChanged 68
		SP:Iteration 7Q (9728.450000 sec): 3 clusters
  Score: Raw -222016.962109 + Penalty 2514.583525 = -219502.378583
  nChanged 53
		SP:Iteration 8Q (9728.450000 sec): 3 clusters
  Score: Raw -222050.346390 + Penalty 2514.583525 = -219535.762864
  nChanged 41
		SP:Iteration 9Q (9728.460000 sec): 3 clusters
  Score: Raw -222078.403028 + Penalty 2514.583525 = -219563.819503
  nChanged 37
		SP:Iteration 10Q (9728.470000 sec): 3 clusters
  Score: Raw -222098.240576 + Penalty 2514.583525 = -219583.657050
  nChanged 41
		SP:Iteration 11Q (9728.470000 sec): 3 clusters
  Score: Raw -222129.100323 + Penalty 2514.583525 = -219614.516798
  nChanged 36
		SP:Iteration 12Q (9728.470000 sec): 3 clusters
  Score: Raw -222149.182877 + Penalty 2514.583525 = -219634.599352
  nChanged 27
		SP:Iteration 13Q (9728.480000 sec): 3 clusters
  Score: Raw -222162.726726 + Penalty 2514.583525 = -219648.143201
  nChanged 20
		SP:Iteration 14Q (9728.490000 sec): 3 clusters
  Score: Raw -222170.987723 + Penalty 2514.583525 = -219656.404198
  nChanged 14
		SP:Iteration 15Q (9728.490000 sec): 3 clusters
  Score: Raw -222176.704614 + Penalty 2514.583525 = -219662.121089
  nChanged 12
		SP:Iteration 16Q (9728.490000 sec): 3 clusters
  Score: Raw -222181.552344 + Penalty 2514.583525 = -219666.968818
  nChanged 13
		SP:Iteration 17Q (9728.500000 sec): 3 clusters
  Score: Raw -222186.202501 + Penalty 2514.583525 = -219671.618976
  nChanged 8
		SP:Iteration 18Q (9728.510000 sec): 3 clusters
  Score: Raw -222190.749033 + Penalty 2514.583525 = -219676.165507
  nChanged 12
		SP:Iteration 19Q (9728.510000 sec): 3 clusters
  Score: Raw -222195.069612 + Penalty 2514.583525 = -219680.486087
  nChanged 13
		SP:Iteration 20F (9728.520000 sec): 3 clusters
  Score: Raw -222204.350774 + Penalty 2514.583525 = -219689.767249
  nChanged 17
		SP:Iteration 21Q (9728.520000 sec): 3 clusters
  Score: Raw -222216.907951 + Penalty 2514.583525 = -219702.324426
  nChanged 20
		SP:Iteration 22Q (9728.530000 sec): 3 clusters
  Score: Raw -222226.917631 + Penalty 2514.583525 = -219712.334106
  nChanged 22
		SP:Iteration 23Q (9728.530000 sec): 3 clusters
  Score: Raw -222240.055210 + Penalty 2514.583525 = -219725.471684
  nChanged 27
		SP:Iteration 24Q (9728.540000 sec): 3 clusters
  Score: Raw -222261.978995 + Penalty 2514.583525 = -219747.395470
  nChanged 34
		SP:Iteration 25Q (9728.540000 sec): 3 clusters
  Score: Raw -222280.723694 + Penalty 2514.583525 = -219766.140168
  nChanged 29
		SP:Iteration 26Q (9728.550000 sec): 3 clusters
  Score: Raw -222293.550939 + Penalty 2514.583525 = -219778.967414
  nChanged 28
		SP:Iteration 27Q (9728.550000 sec): 3 clusters
  Score: Raw -222313.800070 + Penalty 2514.583525 = -219799.216545
  nChanged 26
		SP:Iteration 28Q (9728.560000 sec): 3 clusters
  Score: Raw -222335.266563 + Penalty 2514.583525 = -219820.683037
  nChanged 28
		SP:Iteration 29Q (9728.560000 sec): 3 clusters
  Score: Raw -222353.464192 + Penalty 2514.583525 = -219838.880667
  nChanged 32
		SP:Iteration 30Q (9728.570000 sec): 3 clusters
  Score: Raw -222368.987170 + Penalty 2514.583525 = -219854.403645
  nChanged 21
		SP:Iteration 31Q (9728.570000 sec): 3 clusters
  Score: Raw -222382.825387 + Penalty 2514.583525 = -219868.241862
  nChanged 21
		SP:Iteration 32Q (9728.570000 sec): 3 clusters
  Score: Raw -222396.257197 + Penalty 2514.583525 = -219881.673672
  nChanged 20
		SP:Iteration 33Q (9728.580000 sec): 3 clusters
  Score: Raw -222407.546008 + Penalty 2514.583525 = -219892.962483
  nChanged 20
		SP:Iteration 34Q (9728.590000 sec): 3 clusters
  Score: Raw -222421.401030 + Penalty 2514.583525 = -219906.817505
  nChanged 25
		SP:Iteration 35Q (9728.590000 sec): 3 clusters
  Score: Raw -222439.255765 + Penalty 2514.583525 = -219924.672239
  nChanged 22
		SP:Iteration 36Q (9728.590000 sec): 3 clusters
  Score: Raw -222452.729972 + Penalty 2514.583525 = -219938.146447
  nChanged 15
		SP:Iteration 37Q (9728.600000 sec): 3 clusters
  Score: Raw -222460.243687 + Penalty 2514.583525 = -219945.660162
  nChanged 20
		SP:Iteration 38Q (9728.610000 sec): 3 clusters
  Score: Raw -222472.636160 + Penalty 2514.583525 = -219958.052635
  nChanged 26
		SP:Iteration 39Q (9728.610000 sec): 3 clusters
  Score: Raw -222488.576731 + Penalty 2514.583525 = -219973.993205
  nChanged 26
		SP:Iteration 40F (9728.610000 sec): 3 clusters
  Score: Raw -222505.680986 + Penalty 2514.583525 = -219991.097461
  nChanged 25
		SP:Iteration 41Q (9728.620000 sec): 3 clusters
  Score: Raw -222523.603564 + Penalty 2514.583525 = -220009.020039
  nChanged 32
		SP:Iteration 42Q (9728.620000 sec): 3 clusters
  Score: Raw -222554.022586 + Penalty 2514.583525 = -220039.439061
  nChanged 27
		SP:Iteration 43Q (9728.630000 sec): 3 clusters
  Score: Raw -222575.055663 + Penalty 2514.583525 = -220060.472138
  nChanged 28
		SP:Iteration 44Q (9728.630000 sec): 3 clusters
  Score: Raw -222604.535401 + Penalty 2514.583525 = -220089.951876
  nChanged 29
		SP:Iteration 45Q (9728.640000 sec): 3 clusters
  Score: Raw -222638.705723 + Penalty 2514.583525 = -220124.122198
  nChanged 29
		SP:Iteration 46Q (9728.640000 sec): 3 clusters
  Score: Raw -222665.798010 + Penalty 2514.583525 = -220151.214485
  nChanged 23
		SP:Iteration 47Q (9728.650000 sec): 3 clusters
  Score: Raw -222682.272718 + Penalty 2514.583525 = -220167.689192
  nChanged 8
		SP:Iteration 48Q (9728.650000 sec): 3 clusters
  Score: Raw -222687.530113 + Penalty 2514.583525 = -220172.946588
  nChanged 3
		SP:Iteration 49Q (9728.660000 sec): 3 clusters
  Score: Raw -222688.996305 + Penalty 2514.583525 = -220174.412780
  nChanged 5
		SP:Iteration 50Q (9728.660000 sec): 3 clusters
  Score: Raw -222690.678023 + Penalty 2514.583525 = -220176.094497
  nChanged 4
		SP:Iteration 51Q (9728.670000 sec): 3 clusters
  Score: Raw -222693.598460 + Penalty 2514.583525 = -220179.014935
  nChanged 2
		SP:Iteration 52Q (9728.670000 sec): 3 clusters
  Score: Raw -222695.006486 + Penalty 2514.583525 = -220180.422961
  nChanged 4
		SP:Iteration 53Q (9728.670000 sec): 3 clusters
  Score: Raw -222696.546127 + Penalty 2514.583525 = -220181.962601
  nChanged 2
		SP:Iteration 54Q (9728.680000 sec): 3 clusters
  Score: Raw -222697.274128 + Penalty 2514.583525 = -220182.690603
  nChanged 1
		SP:Iteration 55Q (9728.680000 sec): 3 clusters
  Score: Raw -222697.359723 + Penalty 2514.583525 = -220182.776198
  nChanged 0
		SP:Iteration 56F (9728.690000 sec): 3 clusters
  Score: Raw -222697.359723 + Penalty 2514.583525 = -220182.776198
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.700000 sec): 2 clusters
  Score: Raw -188773.382415 + Penalty 1233.349246 = -187540.033169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.700000 sec): 3 clusters
  Score: Raw -187917.687900 + Penalty 2466.698491 = -185450.989408
  nChanged 698
		SP:Iteration 1F (9728.710000 sec): 3 clusters
  Score: Raw -188339.286011 + Penalty 2466.698491 = -185872.587520
  nChanged 177
		SP:Iteration 2F (9728.710000 sec): 3 clusters
  Score: Raw -188506.637811 + Penalty 2466.698491 = -186039.939320
  nChanged 133
		SP:Iteration 3F (9728.710000 sec): 3 clusters
  Score: Raw -188618.173082 + Penalty 2466.698491 = -186151.474591
  nChanged 87
		SP:Iteration 4Q (9728.720000 sec): 3 clusters
  Score: Raw -188679.562748 + Penalty 2466.698491 = -186212.864256
  nChanged 63
		SP:Iteration 5Q (9728.720000 sec): 3 clusters
  Score: Raw -188720.098954 + Penalty 2466.698491 = -186253.400462
  nChanged 44
		SP:Iteration 6Q (9728.730000 sec): 3 clusters
  Score: Raw -188746.791472 + Penalty 2466.698491 = -186280.092980
  nChanged 25
		SP:Iteration 7Q (9728.730000 sec): 3 clusters
  Score: Raw -188765.716780 + Penalty 2466.698491 = -186299.018289
  nChanged 30
		SP:Iteration 8Q (9728.740000 sec): 3 clusters
  Score: Raw -188791.828908 + Penalty 2466.698491 = -186325.130417
  nChanged 31
		SP:Iteration 9Q (9728.740000 sec): 3 clusters
  Score: Raw -188810.835142 + Penalty 2466.698491 = -186344.136650
  nChanged 26
		SP:Iteration 10Q (9728.750000 sec): 3 clusters
  Score: Raw -188827.045193 + Penalty 2466.698491 = -186360.346702
  nChanged 20
		SP:Iteration 11Q (9728.750000 sec): 3 clusters
  Score: Raw -188841.084839 + Penalty 2466.698491 = -186374.386347
  nChanged 21
		SP:Iteration 12Q (9728.750000 sec): 3 clusters
  Score: Raw -188860.905131 + Penalty 2466.698491 = -186394.206640
  nChanged 29
		SP:Iteration 13Q (9728.760000 sec): 3 clusters
  Score: Raw -188888.130539 + Penalty 2466.698491 = -186421.432048
  nChanged 39
		SP:Iteration 14Q (9728.760000 sec): 3 clusters
  Score: Raw -188916.956754 + Penalty 2466.698491 = -186450.258262
  nChanged 28
		SP:Iteration 15Q (9728.770000 sec): 3 clusters
  Score: Raw -188935.097644 + Penalty 2466.698491 = -186468.399153
  nChanged 22
		SP:Iteration 16Q (9728.770000 sec): 3 clusters
  Score: Raw -188947.788577 + Penalty 2466.698491 = -186481.090085
  nChanged 16
		SP:Iteration 17Q (9728.780000 sec): 3 clusters
  Score: Raw -188954.512666 + Penalty 2466.698491 = -186487.814175
  nChanged 10
		SP:Iteration 18Q (9728.780000 sec): 3 clusters
  Score: Raw -188958.988680 + Penalty 2466.698491 = -186492.290189
  nChanged 8
		SP:Iteration 19Q (9728.790000 sec): 3 clusters
  Score: Raw -188961.827115 + Penalty 2466.698491 = -186495.128624
  nChanged 6
		SP:Iteration 20F (9728.790000 sec): 3 clusters
  Score: Raw -188964.569218 + Penalty 2466.698491 = -186497.870726
  nChanged 5
		SP:Iteration 21Q (9728.790000 sec): 3 clusters
  Score: Raw -188968.205040 + Penalty 2466.698491 = -186501.506548
  nChanged 10
		SP:Iteration 22Q (9728.800000 sec): 3 clusters
  Score: Raw -188972.967519 + Penalty 2466.698491 = -186506.269027
  nChanged 9
		SP:Iteration 23Q (9728.800000 sec): 3 clusters
  Score: Raw -188976.978684 + Penalty 2466.698491 = -186510.280193
  nChanged 7
		SP:Iteration 24Q (9728.810000 sec): 3 clusters
  Score: Raw -188980.127793 + Penalty 2466.698491 = -186513.429301
  nChanged 5
		SP:Iteration 25Q (9728.810000 sec): 3 clusters
  Score: Raw -188983.290749 + Penalty 2466.698491 = -186516.592257
  nChanged 6
		SP:Iteration 26Q (9728.820000 sec): 3 clusters
  Score: Raw -188986.133792 + Penalty 2466.698491 = -186519.435301
  nChanged 8
		SP:Iteration 27Q (9728.820000 sec): 3 clusters
  Score: Raw -188989.889965 + Penalty 2466.698491 = -186523.191474
  nChanged 6
		SP:Iteration 28Q (9728.830000 sec): 3 clusters
  Score: Raw -188992.073285 + Penalty 2466.698491 = -186525.374793
  nChanged 4
		SP:Iteration 29Q (9728.830000 sec): 3 clusters
  Score: Raw -188993.807427 + Penalty 2466.698491 = -186527.108936
  nChanged 2
		SP:Iteration 30Q (9728.830000 sec): 3 clusters
  Score: Raw -188994.150279 + Penalty 2466.698491 = -186527.451788
  nChanged 1
		SP:Iteration 31Q (9728.840000 sec): 3 clusters
  Score: Raw -188994.267005 + Penalty 2466.698491 = -186527.568514
  nChanged 0
		SP:Iteration 32F (9728.840000 sec): 3 clusters
  Score: Raw -188994.267005 + Penalty 2466.698491 = -186527.568514
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.850000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.850000 sec): 3 clusters
  Score: Raw -11329.489434 + Penalty 1615.189322 = -9714.300111
  nChanged 14
		SP:Iteration 1F (9728.850000 sec): 3 clusters
  Score: Raw -11378.488480 + Penalty 1615.189322 = -9763.299158
  nChanged 1
		SP:Iteration 2Q (9728.850000 sec): 3 clusters
  Score: Raw -11384.069673 + Penalty 1615.189322 = -9768.880351
  nChanged 0
		SP:Iteration 3F (9728.850000 sec): 3 clusters
  Score: Raw -11384.069673 + Penalty 1615.189322 = -9768.880351
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.860000 sec): 2 clusters
  Score: Raw -351301.510713 + Penalty 1323.604680 = -349977.906033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.870000 sec): 3 clusters
  Score: Raw -349641.586208 + Penalty 2647.209359 = -346994.376849
  nChanged 1305
		SP:Iteration 1F (9728.880000 sec): 3 clusters
  Score: Raw -350398.863383 + Penalty 2647.209359 = -347751.654024
  nChanged 308
		SP:Iteration 2F (9728.890000 sec): 3 clusters
  Score: Raw -350589.743179 + Penalty 2647.209359 = -347942.533820
  nChanged 189
		SP:Iteration 3F (9728.890000 sec): 3 clusters
  Score: Raw -350714.996770 + Penalty 2647.209359 = -348067.787411
  nChanged 168
		SP:Iteration 4Q (9728.900000 sec): 3 clusters
  Score: Raw -350839.612740 + Penalty 2647.209359 = -348192.403381
  nChanged 176
		SP:Iteration 5F (9728.910000 sec): 3 clusters
  Score: Raw -350989.305302 + Penalty 2647.209359 = -348342.095943
  nChanged 192
		SP:Iteration 6F (9728.920000 sec): 3 clusters
  Score: Raw -351150.738168 + Penalty 2647.209359 = -348503.528809
  nChanged 178
		SP:Iteration 7F (9728.930000 sec): 3 clusters
  Score: Raw -351314.581377 + Penalty 2647.209359 = -348667.372018
  nChanged 172
		SP:Iteration 8Q (9728.930000 sec): 3 clusters
  Score: Raw -351459.054858 + Penalty 2647.209359 = -348811.845499
  nChanged 117
		SP:Iteration 9Q (9728.940000 sec): 3 clusters
  Score: Raw -351542.098031 + Penalty 2647.209359 = -348894.888672
  nChanged 67
		SP:Iteration 10Q (9728.950000 sec): 3 clusters
  Score: Raw -351578.924396 + Penalty 2647.209359 = -348931.715037
  nChanged 47
		SP:Iteration 11Q (9728.950000 sec): 3 clusters
  Score: Raw -351600.496692 + Penalty 2647.209359 = -348953.287333
  nChanged 30
		SP:Iteration 12Q (9728.960000 sec): 3 clusters
  Score: Raw -351613.228053 + Penalty 2647.209359 = -348966.018694
  nChanged 18
		SP:Iteration 13Q (9728.970000 sec): 3 clusters
  Score: Raw -351621.294862 + Penalty 2647.209359 = -348974.085503
  nChanged 15
		SP:Iteration 14Q (9728.980000 sec): 3 clusters
  Score: Raw -351628.909409 + Penalty 2647.209359 = -348981.700050
  nChanged 13
		SP:Iteration 15Q (9728.990000 sec): 3 clusters
  Score: Raw -351635.390823 + Penalty 2647.209359 = -348988.181464
  nChanged 12
		SP:Iteration 16Q (9728.990000 sec): 3 clusters
  Score: Raw -351641.582745 + Penalty 2647.209359 = -348994.373386
  nChanged 14
		SP:Iteration 17Q (9729.000000 sec): 3 clusters
  Score: Raw -351651.363257 + Penalty 2647.209359 = -349004.153898
  nChanged 10
		SP:Iteration 18Q (9729.010000 sec): 3 clusters
  Score: Raw -351656.226527 + Penalty 2647.209359 = -349009.017168
  nChanged 10
		SP:Iteration 19Q (9729.020000 sec): 3 clusters
  Score: Raw -351663.011744 + Penalty 2647.209359 = -349015.802385
  nChanged 7
		SP:Iteration 20F (9729.030000 sec): 3 clusters
  Score: Raw -351666.743216 + Penalty 2647.209359 = -349019.533857
  nChanged 7
		SP:Iteration 21Q (9729.030000 sec): 3 clusters
  Score: Raw -351671.305549 + Penalty 2647.209359 = -349024.096190
  nChanged 4
		SP:Iteration 22Q (9729.040000 sec): 3 clusters
  Score: Raw -351673.397605 + Penalty 2647.209359 = -349026.188245
  nChanged 3
		SP:Iteration 23Q (9729.050000 sec): 3 clusters
  Score: Raw -351674.491057 + Penalty 2647.209359 = -349027.281698
  nChanged 4
		SP:Iteration 24Q (9729.050000 sec): 3 clusters
  Score: Raw -351675.643658 + Penalty 2647.209359 = -349028.434299
  nChanged 2
		SP:Iteration 25Q (9729.060000 sec): 3 clusters
  Score: Raw -351676.675259 + Penalty 2647.209359 = -349029.465900
  nChanged 1
		SP:Iteration 26Q (9729.070000 sec): 3 clusters
  Score: Raw -351676.987171 + Penalty 2647.209359 = -349029.777812
  nChanged 1
		SP:Iteration 27Q (9729.080000 sec): 3 clusters
  Score: Raw -351677.377237 + Penalty 2647.209359 = -349030.167878
  nChanged 1
		SP:Iteration 28Q (9729.090000 sec): 3 clusters
  Score: Raw -351677.562253 + Penalty 2647.209359 = -349030.352894
  nChanged 1
		SP:Iteration 29Q (9729.090000 sec): 3 clusters
  Score: Raw -351678.048792 + Penalty 2647.209359 = -349030.839433
  nChanged 0
		SP:Iteration 30F (9729.100000 sec): 3 clusters
  Score: Raw -351678.048792 + Penalty 2647.209359 = -349030.839433
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9729.120000 sec): 2 clusters
  Score: Raw -469185.551261 + Penalty 1374.541393 = -467811.009868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9729.130000 sec): 3 clusters
  Score: Raw -466755.088391 + Penalty 2749.082785 = -464006.005606
  nChanged 1895
		SP:Iteration 1F (9729.140000 sec): 3 clusters
  Score: Raw -467824.050195 + Penalty 2749.082785 = -465074.967410
  nChanged 365
		SP:Iteration 2F (9729.150000 sec): 3 clusters
  Score: Raw -468051.424148 + Penalty 2749.082785 = -465302.341363
  nChanged 315
		SP:Iteration 3F (9729.160000 sec): 3 clusters
  Score: Raw -468257.554131 + Penalty 2749.082785 = -465508.471346
  nChanged 266
		SP:Iteration 4F (9729.170000 sec): 3 clusters
  Score: Raw -468468.873942 + Penalty 2749.082785 = -465719.791157
  nChanged 287
		SP:Iteration 5F (9729.180000 sec): 3 clusters
  Score: Raw -468731.455161 + Penalty 2749.082785 = -465982.372376
  nChanged 300
		SP:Iteration 6F (9729.190000 sec): 3 clusters
  Score: Raw -468975.440556 + Penalty 2749.082785 = -466226.357771
  nChanged 251
		SP:Iteration 7F (9729.210000 sec): 3 clusters
  Score: Raw -469180.055162 + Penalty 2749.082785 = -466430.972377
  nChanged 199
		SP:Iteration 8Q (9729.210000 sec): 3 clusters
  Score: Raw -469318.204280 + Penalty 2749.082785 = -466569.121495
  nChanged 152
		SP:Iteration 9Q (9729.230000 sec): 3 clusters
  Score: Raw -469411.458902 + Penalty 2749.082785 = -466662.376117
  nChanged 125
		SP:Iteration 10Q (9729.240000 sec): 3 clusters
  Score: Raw -469470.577867 + Penalty 2749.082785 = -466721.495081
  nChanged 74
		SP:Iteration 11Q (9729.250000 sec): 3 clusters
  Score: Raw -469497.943374 + Penalty 2749.082785 = -466748.860589
  nChanged 46
		SP:Iteration 12Q (9729.260000 sec): 3 clusters
  Score: Raw -469514.890757 + Penalty 2749.082785 = -466765.807972
  nChanged 38
		SP:Iteration 13Q (9729.270000 sec): 3 clusters
  Score: Raw -469527.422292 + Penalty 2749.082785 = -466778.339507
  nChanged 35
		SP:Iteration 14Q (9729.280000 sec): 3 clusters
  Score: Raw -469538.407509 + Penalty 2749.082785 = -466789.324724
  nChanged 22
		SP:Iteration 15Q (9729.290000 sec): 3 clusters
  Score: Raw -469544.780955 + Penalty 2749.082785 = -466795.698170
  nChanged 19
		SP:Iteration 16Q (9729.300000 sec): 3 clusters
  Score: Raw -469550.097440 + Penalty 2749.082785 = -466801.014655
  nChanged 18
		SP:Iteration 17Q (9729.310000 sec): 3 clusters
  Score: Raw -469554.477709 + Penalty 2749.082785 = -466805.394924
  nChanged 14
		SP:Iteration 18Q (9729.320000 sec): 3 clusters
  Score: Raw -469558.445719 + Penalty 2749.082785 = -466809.362934
  nChanged 12
		SP:Iteration 19Q (9729.330000 sec): 3 clusters
  Score: Raw -469561.563581 + Penalty 2749.082785 = -466812.480796
  nChanged 9
		SP:Iteration 20F (9729.340000 sec): 3 clusters
  Score: Raw -469564.485260 + Penalty 2749.082785 = -466815.402475
  nChanged 5
		SP:Iteration 21Q (9729.350000 sec): 3 clusters
  Score: Raw -469566.435628 + Penalty 2749.082785 = -466817.352843
  nChanged 7
		SP:Iteration 22Q (9729.370000 sec): 3 clusters
  Score: Raw -469569.016592 + Penalty 2749.082785 = -466819.933807
  nChanged 7
		SP:Iteration 23Q (9729.370000 sec): 3 clusters
  Score: Raw -469570.401318 + Penalty 2749.082785 = -466821.318533
  nChanged 5
		SP:Iteration 24Q (9729.390000 sec): 3 clusters
  Score: Raw -469571.850175 + Penalty 2749.082785 = -466822.767390
  nChanged 2
		SP:Iteration 25Q (9729.400000 sec): 3 clusters
  Score: Raw -469572.296412 + Penalty 2749.082785 = -466823.213627
  nChanged 2
		SP:Iteration 26Q (9729.410000 sec): 3 clusters
  Score: Raw -469572.543519 + Penalty 2749.082785 = -466823.460734
  nChanged 0
		SP:Iteration 27F (9729.420000 sec): 3 clusters
  Score: Raw -469572.543519 + Penalty 2749.082785 = -466823.460734
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9729.430000 sec): 2 clusters
  Score: Raw -296737.506639 + Penalty 1306.520258 = -295430.986381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9729.440000 sec): 3 clusters
  Score: Raw -295314.242971 + Penalty 2613.040516 = -292701.202455
  nChanged 1129
		SP:Iteration 1F (9729.450000 sec): 3 clusters
  Score: Raw -296076.779911 + Penalty 2613.040516 = -293463.739395
  nChanged 261
		SP:Iteration 2F (9729.450000 sec): 3 clusters
  Score: Raw -296274.233926 + Penalty 2613.040516 = -293661.193410
  nChanged 196
		SP:Iteration 3F (9729.460000 sec): 3 clusters
  Score: Raw -296424.707555 + Penalty 2613.040516 = -293811.667039
  nChanged 150
		SP:Iteration 4Q (9729.470000 sec): 3 clusters
  Score: Raw -296556.227540 + Penalty 2613.040516 = -293943.187024
  nChanged 149
		SP:Iteration 5Q (9729.470000 sec): 3 clusters
  Score: Raw -296693.142533 + Penalty 2613.040516 = -294080.102017
  nChanged 145
		SP:Iteration 6Q (9729.480000 sec): 3 clusters
  Score: Raw -296821.032686 + Penalty 2613.040516 = -294207.992170
  nChanged 107
		SP:Iteration 7Q (9729.490000 sec): 3 clusters
  Score: Raw -296920.821628 + Penalty 2613.040516 = -294307.781112
  nChanged 109
		SP:Iteration 8Q (9729.490000 sec): 3 clusters
  Score: Raw -297013.961057 + Penalty 2613.040516 = -294400.920541
  nChanged 86
		SP:Iteration 9Q (9729.500000 sec): 3 clusters
  Score: Raw -297086.039169 + Penalty 2613.040516 = -294472.998653
  nChanged 71
		SP:Iteration 10Q (9729.510000 sec): 3 clusters
  Score: Raw -297150.640914 + Penalty 2613.040516 = -294537.600398
  nChanged 70
		SP:Iteration 11Q (9729.510000 sec): 3 clusters
  Score: Raw -297212.594210 + Penalty 2613.040516 = -294599.553694
  nChanged 69
		SP:Iteration 12Q (9729.520000 sec): 3 clusters
  Score: Raw -297281.889412 + Penalty 2613.040516 = -294668.848896
  nChanged 66
		SP:Iteration 13Q (9729.530000 sec): 3 clusters
  Score: Raw -297337.986105 + Penalty 2613.040516 = -294724.945589
  nChanged 39
		SP:Iteration 14Q (9729.530000 sec): 3 clusters
  Score: Raw -297372.517670 + Penalty 2613.040516 = -294759.477154
  nChanged 47
		SP:Iteration 15Q (9729.540000 sec): 3 clusters
  Score: Raw -297410.360897 + Penalty 2613.040516 = -294797.320381
  nChanged 46
		SP:Iteration 16Q (9729.550000 sec): 3 clusters
  Score: Raw -297443.851120 + Penalty 2613.040516 = -294830.810604
  nChanged 45
		SP:Iteration 17Q (9729.550000 sec): 3 clusters
  Score: Raw -297471.921541 + Penalty 2613.040516 = -294858.881025
  nChanged 35
		SP:Iteration 18Q (9729.560000 sec): 3 clusters
  Score: Raw -297497.051342 + Penalty 2613.040516 = -294884.010826
  nChanged 32
		SP:Iteration 19Q (9729.570000 sec): 3 clusters
  Score: Raw -297519.122734 + Penalty 2613.040516 = -294906.082218
  nChanged 40
		SP:Iteration 20F (9729.570000 sec): 3 clusters
  Score: Raw -297544.188493 + Penalty 2613.040516 = -294931.147977
  nChanged 26
		SP:Iteration 21Q (9729.580000 sec): 3 clusters
  Score: Raw -297559.542329 + Penalty 2613.040516 = -294946.501813
  nChanged 19
		SP:Iteration 22Q (9729.590000 sec): 3 clusters
  Score: Raw -297569.524242 + Penalty 2613.040516 = -294956.483726
  nChanged 13
		SP:Iteration 23Q (9729.590000 sec): 3 clusters
  Score: Raw -297574.139393 + Penalty 2613.040516 = -294961.098877
  nChanged 8
		SP:Iteration 24Q (9729.600000 sec): 3 clusters
  Score: Raw -297577.798733 + Penalty 2613.040516 = -294964.758217
  nChanged 7
		SP:Iteration 25Q (9729.610000 sec): 3 clusters
  Score: Raw -297581.127988 + Penalty 2613.040516 = -294968.087472
  nChanged 5
		SP:Iteration 26Q (9729.610000 sec): 3 clusters
  Score: Raw -297583.124018 + Penalty 2613.040516 = -294970.083502
  nChanged 3
		SP:Iteration 27Q (9729.620000 sec): 3 clusters
  Score: Raw -297583.883399 + Penalty 2613.040516 = -294970.842884
  nChanged 1
		SP:Iteration 28Q (9729.620000 sec): 3 clusters
  Score: Raw -297584.089440 + Penalty 2613.040516 = -294971.048924
  nChanged 1
		SP:Iteration 29Q (9729.630000 sec): 3 clusters
  Score: Raw -297584.556004 + Penalty 2613.040516 = -294971.515488
  nChanged 2
		SP:Iteration 30Q (9729.640000 sec): 3 clusters
  Score: Raw -297585.598581 + Penalty 2613.040516 = -294972.558065
  nChanged 1
		SP:Iteration 31Q (9729.640000 sec): 3 clusters
  Score: Raw -297585.862101 + Penalty 2613.040516 = -294972.821585
  nChanged 0
		SP:Iteration 32F (9729.650000 sec): 3 clusters
  Score: Raw -297585.862101 + Penalty 2613.040516 = -294972.821585
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9729.660000 sec): 2 clusters
  Score: Raw -172259.782910 + Penalty 1226.125834 = -171033.657076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9729.660000 sec): 3 clusters
  Score: Raw -171492.649414 + Penalty 2452.251669 = -169040.397746
  nChanged 658
		SP:Iteration 1F (9729.670000 sec): 3 clusters
  Score: Raw -171980.507601 + Penalty 2452.251669 = -169528.255933
  nChanged 172
		SP:Iteration 2F (9729.670000 sec): 3 clusters
  Score: Raw -172173.347603 + Penalty 2452.251669 = -169721.095935
  nChanged 144
		SP:Iteration 3F (9729.670000 sec): 3 clusters
  Score: Raw -172348.802641 + Penalty 2452.251669 = -169896.550973
  nChanged 125
		SP:Iteration 4F (9729.680000 sec): 3 clusters
  Score: Raw -172473.392269 + Penalty 2452.251669 = -170021.140601
  nChanged 86
		SP:Iteration 5Q (9729.690000 sec): 3 clusters
  Score: Raw -172554.101541 + Penalty 2452.251669 = -170101.849873
  nChanged 67
		SP:Iteration 6Q (9729.690000 sec): 3 clusters
  Score: Raw -172603.910006 + Penalty 2452.251669 = -170151.658338
  nChanged 47
		SP:Iteration 7Q (9729.690000 sec): 3 clusters
  Score: Raw -172634.303596 + Penalty 2452.251669 = -170182.051927
  nChanged 24
		SP:Iteration 8Q (9729.700000 sec): 3 clusters
  Score: Raw -172648.218959 + Penalty 2452.251669 = -170195.967290
  nChanged 20
		SP:Iteration 9Q (9729.700000 sec): 3 clusters
  Score: Raw -172659.120066 + Penalty 2452.251669 = -170206.868397
  nChanged 13
		SP:Iteration 10Q (9729.710000 sec): 3 clusters
  Score: Raw -172666.697655 + Penalty 2452.251669 = -170214.445987
  nChanged 14
		SP:Iteration 11Q (9729.710000 sec): 3 clusters
  Score: Raw -172677.113718 + Penalty 2452.251669 = -170224.862050
  nChanged 12
		SP:Iteration 12Q (9729.710000 sec): 3 clusters
  Score: Raw -172688.214283 + Penalty 2452.251669 = -170235.962614
  nChanged 14
		SP:Iteration 13Q (9729.720000 sec): 3 clusters
  Score: Raw -172700.784456 + Penalty 2452.251669 = -170248.532788
  nChanged 15
		SP:Iteration 14Q (9729.720000 sec): 3 clusters
  Score: Raw -172710.732701 + Penalty 2452.251669 = -170258.481032
  nChanged 14
		SP:Iteration 15Q (9729.730000 sec): 3 clusters
  Score: Raw -172718.423565 + Penalty 2452.251669 = -170266.171896
  nChanged 13
		SP:Iteration 16Q (9729.730000 sec): 3 clusters
  Score: Raw -172726.356253 + Penalty 2452.251669 = -170274.104584
  nChanged 10
		SP:Iteration 17Q (9729.730000 sec): 3 clusters
  Score: Raw -172730.711421 + Penalty 2452.251669 = -170278.459752
  nChanged 4
		SP:Iteration 18Q (9729.740000 sec): 3 clusters
  Score: Raw -172731.564973 + Penalty 2452.251669 = -170279.313305
  nChanged 1
		SP:Iteration 19Q (9729.740000 sec): 3 clusters
  Score: Raw -172732.307415 + Penalty 2452.251669 = -170280.055747
  nChanged 0
		SP:Iteration 20F (9729.750000 sec): 3 clusters
  Score: Raw -172732.307415 + Penalty 2452.251669 = -170280.055747
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9729.750000 sec): 2 clusters
  Score: Raw -174422.719570 + Penalty 1223.266523 = -173199.453047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9729.760000 sec): 3 clusters
  Score: Raw -173616.323239 + Penalty 2446.533046 = -171169.790193
  nChanged 637
		SP:Iteration 1F (9729.770000 sec): 3 clusters
  Score: Raw -174007.500496 + Penalty 2446.533046 = -171560.967450
  nChanged 162
		SP:Iteration 2F (9729.770000 sec): 3 clusters
  Score: Raw -174135.974551 + Penalty 2446.533046 = -171689.441505
  nChanged 113
		SP:Iteration 3F (9729.770000 sec): 3 clusters
  Score: Raw -174213.271452 + Penalty 2446.533046 = -171766.738406
  nChanged 66
		SP:Iteration 4Q (9729.780000 sec): 3 clusters
  Score: Raw -174266.663249 + Penalty 2446.533046 = -171820.130203
  nChanged 62
		SP:Iteration 5Q (9729.780000 sec): 3 clusters
  Score: Raw -174306.752854 + Penalty 2446.533046 = -171860.219808
  nChanged 35
		SP:Iteration 6Q (9729.790000 sec): 3 clusters
  Score: Raw -174322.502472 + Penalty 2446.533046 = -171875.969426
  nChanged 26
		SP:Iteration 7Q (9729.790000 sec): 3 clusters
  Score: Raw -174341.495258 + Penalty 2446.533046 = -171894.962212
  nChanged 23
		SP:Iteration 8Q (9729.790000 sec): 3 clusters
  Score: Raw -174354.926997 + Penalty 2446.533046 = -171908.393951
  nChanged 13
		SP:Iteration 9Q (9729.800000 sec): 3 clusters
  Score: Raw -174358.194824 + Penalty 2446.533046 = -171911.661778
  nChanged 6
		SP:Iteration 10Q (9729.800000 sec): 3 clusters
  Score: Raw -174360.793941 + Penalty 2446.533046 = -171914.260895
  nChanged 4
		SP:Iteration 11Q (9729.810000 sec): 3 clusters
  Score: Raw -174362.482760 + Penalty 2446.533046 = -171915.949714
  nChanged 3
		SP:Iteration 12Q (9729.810000 sec): 3 clusters
  Score: Raw -174364.535798 + Penalty 2446.533046 = -171918.002752
  nChanged 8
		SP:Iteration 13Q (9729.820000 sec): 3 clusters
  Score: Raw -174369.484554 + Penalty 2446.533046 = -171922.951508
  nChanged 12
		SP:Iteration 14Q (9729.820000 sec): 3 clusters
  Score: Raw -174376.499733 + Penalty 2446.533046 = -171929.966687
  nChanged 9
		SP:Iteration 15Q (9729.830000 sec): 3 clusters
  Score: Raw -174381.277082 + Penalty 2446.533046 = -171934.744036
  nChanged 11
		SP:Iteration 16Q (9729.830000 sec): 3 clusters
  Score: Raw -174387.933023 + Penalty 2446.533046 = -171941.399977
  nChanged 13
		SP:Iteration 17Q (9729.830000 sec): 3 clusters
  Score: Raw -174395.478456 + Penalty 2446.533046 = -171948.945410
  nChanged 5
		SP:Iteration 18Q (9729.840000 sec): 3 clusters
  Score: Raw -174397.943129 + Penalty 2446.533046 = -171951.410083
  nChanged 4
		SP:Iteration 19Q (9729.840000 sec): 3 clusters
  Score: Raw -174399.337261 + Penalty 2446.533046 = -171952.804215
  nChanged 3
		SP:Iteration 20F (9729.850000 sec): 3 clusters
  Score: Raw -174401.233183 + Penalty 2446.533046 = -171954.700137
  nChanged 2
		SP:Iteration 21Q (9729.850000 sec): 3 clusters
  Score: Raw -174402.156175 + Penalty 2446.533046 = -171955.623129
  nChanged 2
		SP:Iteration 22Q (9729.850000 sec): 3 clusters
  Score: Raw -174403.250435 + Penalty 2446.533046 = -171956.717389
  nChanged 3
		SP:Iteration 23Q (9729.860000 sec): 3 clusters
  Score: Raw -174405.029462 + Penalty 2446.533046 = -171958.496416
  nChanged 2
		SP:Iteration 24Q (9729.860000 sec): 3 clusters
  Score: Raw -174406.184261 + Penalty 2446.533046 = -171959.651215
  nChanged 2
		SP:Iteration 25Q (9729.870000 sec): 3 clusters
  Score: Raw -174407.367528 + Penalty 2446.533046 = -171960.834482
  nChanged 2
		SP:Iteration 26Q (9729.870000 sec): 3 clusters
  Score: Raw -174408.548497 + Penalty 2446.533046 = -171962.015451
  nChanged 1
		SP:Iteration 27Q (9729.870000 sec): 3 clusters
  Score: Raw -174408.661294 + Penalty 2446.533046 = -171962.128248
  nChanged 0
		SP:Iteration 28F (9729.880000 sec): 3 clusters
  Score: Raw -174408.661294 + Penalty 2446.533046 = -171962.128248
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9729.890000 sec): 2 clusters
  Score: Raw -71053.159094 + Penalty 1070.923920 = -69982.235174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9729.890000 sec): 3 clusters
  Score: Raw -70863.593390 + Penalty 2141.847841 = -68721.745550
  nChanged 184
		SP:Iteration 1F (9729.890000 sec): 3 clusters
  Score: Raw -71069.230113 + Penalty 2141.847841 = -68927.382272
  nChanged 48
		SP:Iteration 2F (9729.890000 sec): 3 clusters
  Score: Raw -71148.758464 + Penalty 2141.847841 = -69006.910623
  nChanged 22
		SP:Iteration 3Q (9729.890000 sec): 3 clusters
  Score: Raw -71177.415031 + Penalty 2141.847841 = -69035.567190
  nChanged 12
		SP:Iteration 4Q (9729.890000 sec): 3 clusters
  Score: Raw -71191.111428 + Penalty 2141.847841 = -69049.263587
  nChanged 14
		SP:Iteration 5Q (9729.890000 sec): 3 clusters
  Score: Raw -71202.466139 + Penalty 2141.847841 = -69060.618298
  nChanged 2
		SP:Iteration 6Q (9729.900000 sec): 3 clusters
  Score: Raw -71204.452309 + Penalty 2141.847841 = -69062.604469
  nChanged 4
		SP:Iteration 7Q (9729.900000 sec): 3 clusters
  Score: Raw -71209.020175 + Penalty 2141.847841 = -69067.172335
  nChanged 5
		SP:Iteration 8Q (9729.900000 sec): 3 clusters
  Score: Raw -71214.139516 + Penalty 2141.847841 = -69072.291675
  nChanged 2
		SP:Iteration 9Q (9729.900000 sec): 3 clusters
  Score: Raw -71215.436443 + Penalty 2141.847841 = -69073.588602
  nChanged 2
		SP:Iteration 10Q (9729.900000 sec): 3 clusters
  Score: Raw -71217.142447 + Penalty 2141.847841 = -69075.294606
  nChanged 1
		SP:Iteration 11Q (9729.910000 sec): 3 clusters
  Score: Raw -71217.935979 + Penalty 2141.847841 = -69076.088138
  nChanged 0
		SP:Iteration 12F (9729.910000 sec): 3 clusters
  Score: Raw -71217.935979 + Penalty 2141.847841 = -69076.088138
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9729.910000 sec): 2 clusters
  Score: Raw -199636.771492 + Penalty 1241.285471 = -198395.486020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9729.920000 sec): 3 clusters
  Score: Raw -198754.396789 + Penalty 2482.570943 = -196271.825846
  nChanged 721
		SP:Iteration 1F (9729.930000 sec): 3 clusters
  Score: Raw -199195.987294 + Penalty 2482.570943 = -196713.416352
  nChanged 168
		SP:Iteration 2F (9729.930000 sec): 3 clusters
  Score: Raw -199332.251787 + Penalty 2482.570943 = -196849.680844
  nChanged 119
		SP:Iteration 3F (9729.930000 sec): 3 clusters
  Score: Raw -199433.216604 + Penalty 2482.570943 = -196950.645662
  nChanged 106
		SP:Iteration 4F (9729.940000 sec): 3 clusters
  Score: Raw -199535.290523 + Penalty 2482.570943 = -197052.719580
  nChanged 89
		SP:Iteration 5Q (9729.950000 sec): 3 clusters
  Score: Raw -199622.547157 + Penalty 2482.570943 = -197139.976214
  nChanged 69
		SP:Iteration 6Q (9729.950000 sec): 3 clusters
  Score: Raw -199689.444722 + Penalty 2482.570943 = -197206.873779
  nChanged 68
		SP:Iteration 7Q (9729.950000 sec): 3 clusters
  Score: Raw -199753.068993 + Penalty 2482.570943 = -197270.498050
  nChanged 58
		SP:Iteration 8Q (9729.960000 sec): 3 clusters
  Score: Raw -199798.502279 + Penalty 2482.570943 = -197315.931336
  nChanged 55
		SP:Iteration 9Q (9729.960000 sec): 3 clusters
  Score: Raw -199841.105986 + Penalty 2482.570943 = -197358.535044
  nChanged 55
		SP:Iteration 10Q (9729.970000 sec): 3 clusters
  Score: Raw -199890.003987 + Penalty 2482.570943 = -197407.433044
  nChanged 41
		SP:Iteration 11Q (9729.970000 sec): 3 clusters
  Score: Raw -199925.357747 + Penalty 2482.570943 = -197442.786804
  nChanged 43
		SP:Iteration 12Q (9729.980000 sec): 3 clusters
  Score: Raw -199958.137986 + Penalty 2482.570943 = -197475.567044
  nChanged 35
		SP:Iteration 13Q (9729.980000 sec): 3 clusters
  Score: Raw -199976.971671 + Penalty 2482.570943 = -197494.400728
  nChanged 22
		SP:Iteration 14Q (9729.990000 sec): 3 clusters
  Score: Raw -199987.387698 + Penalty 2482.570943 = -197504.816756
  nChanged 18
		SP:Iteration 15Q (9729.990000 sec): 3 clusters
  Score: Raw -199996.994916 + Penalty 2482.570943 = -197514.423974
  nChanged 21
		SP:Iteration 16Q (9729.990000 sec): 3 clusters
  Score: Raw -200012.754379 + Penalty 2482.570943 = -197530.183437
  nChanged 18
		SP:Iteration 17Q (9730.000000 sec): 3 clusters
  Score: Raw -200022.848843 + Penalty 2482.570943 = -197540.277901
  nChanged 16
		SP:Iteration 18Q (9730.000000 sec): 3 clusters
  Score: Raw -200033.488830 + Penalty 2482.570943 = -197550.917887
  nChanged 17
		SP:Iteration 19Q (9730.010000 sec): 3 clusters
  Score: Raw -200040.913898 + Penalty 2482.570943 = -197558.342955
  nChanged 11
		SP:Iteration 20F (9730.010000 sec): 3 clusters
  Score: Raw -200047.021102 + Penalty 2482.570943 = -197564.450159
  nChanged 13
		SP:Iteration 21Q (9730.020000 sec): 3 clusters
  Score: Raw -200053.641517 + Penalty 2482.570943 = -197571.070574
  nChanged 6
		SP:Iteration 22Q (9730.020000 sec): 3 clusters
  Score: Raw -200055.568611 + Penalty 2482.570943 = -197572.997668
  nChanged 6
		SP:Iteration 23Q (9730.030000 sec): 3 clusters
  Score: Raw -200057.548202 + Penalty 2482.570943 = -197574.977259
  nChanged 2
		SP:Iteration 24Q (9730.030000 sec): 3 clusters
  Score: Raw -200058.872495 + Penalty 2482.570943 = -197576.301552
  nChanged 2
		SP:Iteration 25Q (9730.030000 sec): 3 clusters
  Score: Raw -200059.239142 + Penalty 2482.570943 = -197576.668199
  nChanged 0
		SP:Iteration 26F (9730.040000 sec): 3 clusters
  Score: Raw -200059.239142 + Penalty 2482.570943 = -197576.668199
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.050000 sec): 2 clusters
  Score: Raw -51724.432679 + Penalty 1022.379985 = -50702.052694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.050000 sec): 3 clusters
  Score: Raw -51632.933026 + Penalty 2044.759970 = -49588.173056
  nChanged 130
		SP:Iteration 1F (9730.050000 sec): 3 clusters
  Score: Raw -51785.523360 + Penalty 2044.759970 = -49740.763389
  nChanged 37
		SP:Iteration 2F (9730.050000 sec): 3 clusters
  Score: Raw -51846.033033 + Penalty 2044.759970 = -49801.273062
  nChanged 14
		SP:Iteration 3Q (9730.050000 sec): 3 clusters
  Score: Raw -51872.354680 + Penalty 2044.759970 = -49827.594710
  nChanged 9
		SP:Iteration 4Q (9730.050000 sec): 3 clusters
  Score: Raw -51887.357983 + Penalty 2044.759970 = -49842.598013
  nChanged 5
		SP:Iteration 5Q (9730.050000 sec): 3 clusters
  Score: Raw -51897.180765 + Penalty 2044.759970 = -49852.420794
  nChanged 5
		SP:Iteration 6Q (9730.050000 sec): 3 clusters
  Score: Raw -51903.270082 + Penalty 2044.759970 = -49858.510111
  nChanged 2
		SP:Iteration 7Q (9730.050000 sec): 3 clusters
  Score: Raw -51909.535641 + Penalty 2044.759970 = -49864.775670
  nChanged 3
		SP:Iteration 8Q (9730.050000 sec): 3 clusters
  Score: Raw -51914.625017 + Penalty 2044.759970 = -49869.865046
  nChanged 1
		SP:Iteration 9Q (9730.050000 sec): 3 clusters
  Score: Raw -51919.197575 + Penalty 2044.759970 = -49874.437605
  nChanged 1
		SP:Iteration 10Q (9730.050000 sec): 3 clusters
  Score: Raw -51921.311386 + Penalty 2044.759970 = -49876.551416
  nChanged 0
		SP:Iteration 11F (9730.050000 sec): 3 clusters
  Score: Raw -51921.311386 + Penalty 2044.759970 = -49876.551416
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.060000 sec): 2 clusters
  Score: Raw -185865.543532 + Penalty 1224.225228 = -184641.318304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.070000 sec): 3 clusters
  Score: Raw -185065.419490 + Penalty 2448.450456 = -182616.969034
  nChanged 621
		SP:Iteration 1F (9730.070000 sec): 3 clusters
  Score: Raw -185479.170653 + Penalty 2448.450456 = -183030.720197
  nChanged 144
		SP:Iteration 2F (9730.080000 sec): 3 clusters
  Score: Raw -185582.118806 + Penalty 2448.450456 = -183133.668350
  nChanged 97
		SP:Iteration 3F (9730.080000 sec): 3 clusters
  Score: Raw -185642.576839 + Penalty 2448.450456 = -183194.126384
  nChanged 61
		SP:Iteration 4Q (9730.090000 sec): 3 clusters
  Score: Raw -185690.975885 + Penalty 2448.450456 = -183242.525429
  nChanged 51
		SP:Iteration 5Q (9730.090000 sec): 3 clusters
  Score: Raw -185726.237625 + Penalty 2448.450456 = -183277.787169
  nChanged 40
		SP:Iteration 6Q (9730.090000 sec): 3 clusters
  Score: Raw -185753.493061 + Penalty 2448.450456 = -183305.042605
  nChanged 25
		SP:Iteration 7Q (9730.100000 sec): 3 clusters
  Score: Raw -185768.516838 + Penalty 2448.450456 = -183320.066382
  nChanged 25
		SP:Iteration 8Q (9730.100000 sec): 3 clusters
  Score: Raw -185783.894106 + Penalty 2448.450456 = -183335.443651
  nChanged 24
		SP:Iteration 9Q (9730.110000 sec): 3 clusters
  Score: Raw -185796.227325 + Penalty 2448.450456 = -183347.776869
  nChanged 17
		SP:Iteration 10Q (9730.110000 sec): 3 clusters
  Score: Raw -185803.379579 + Penalty 2448.450456 = -183354.929123
  nChanged 11
		SP:Iteration 11Q (9730.110000 sec): 3 clusters
  Score: Raw -185809.309334 + Penalty 2448.450456 = -183360.858878
  nChanged 10
		SP:Iteration 12Q (9730.120000 sec): 3 clusters
  Score: Raw -185813.924588 + Penalty 2448.450456 = -183365.474133
  nChanged 10
		SP:Iteration 13Q (9730.120000 sec): 3 clusters
  Score: Raw -185819.242680 + Penalty 2448.450456 = -183370.792224
  nChanged 11
		SP:Iteration 14Q (9730.130000 sec): 3 clusters
  Score: Raw -185824.154183 + Penalty 2448.450456 = -183375.703727
  nChanged 7
		SP:Iteration 15Q (9730.130000 sec): 3 clusters
  Score: Raw -185827.301887 + Penalty 2448.450456 = -183378.851431
  nChanged 10
		SP:Iteration 16Q (9730.140000 sec): 3 clusters
  Score: Raw -185831.684667 + Penalty 2448.450456 = -183383.234211
  nChanged 6
		SP:Iteration 17Q (9730.140000 sec): 3 clusters
  Score: Raw -185834.683221 + Penalty 2448.450456 = -183386.232766
  nChanged 9
		SP:Iteration 18Q (9730.150000 sec): 3 clusters
  Score: Raw -185838.663158 + Penalty 2448.450456 = -183390.212702
  nChanged 9
		SP:Iteration 19Q (9730.150000 sec): 3 clusters
  Score: Raw -185843.154516 + Penalty 2448.450456 = -183394.704060
  nChanged 7
		SP:Iteration 20F (9730.150000 sec): 3 clusters
  Score: Raw -185846.647532 + Penalty 2448.450456 = -183398.197076
  nChanged 5
		SP:Iteration 21Q (9730.160000 sec): 3 clusters
  Score: Raw -185848.974009 + Penalty 2448.450456 = -183400.523554
  nChanged 7
		SP:Iteration 22Q (9730.160000 sec): 3 clusters
  Score: Raw -185852.444222 + Penalty 2448.450456 = -183403.993766
  nChanged 5
		SP:Iteration 23Q (9730.170000 sec): 3 clusters
  Score: Raw -185855.316129 + Penalty 2448.450456 = -183406.865674
  nChanged 4
		SP:Iteration 24Q (9730.170000 sec): 3 clusters
  Score: Raw -185856.594912 + Penalty 2448.450456 = -183408.144456
  nChanged 1
		SP:Iteration 25Q (9730.170000 sec): 3 clusters
  Score: Raw -185856.895188 + Penalty 2448.450456 = -183408.444733
  nChanged 4
		SP:Iteration 26Q (9730.180000 sec): 3 clusters
  Score: Raw -185858.539013 + Penalty 2448.450456 = -183410.088557
  nChanged 6
		SP:Iteration 27Q (9730.180000 sec): 3 clusters
  Score: Raw -185861.354539 + Penalty 2448.450456 = -183412.904083
  nChanged 4
		SP:Iteration 28Q (9730.190000 sec): 3 clusters
  Score: Raw -185863.347023 + Penalty 2448.450456 = -183414.896567
  nChanged 3
		SP:Iteration 29Q (9730.190000 sec): 3 clusters
  Score: Raw -185864.887460 + Penalty 2448.450456 = -183416.437005
  nChanged 4
		SP:Iteration 30Q (9730.190000 sec): 3 clusters
  Score: Raw -185868.363869 + Penalty 2448.450456 = -183419.913413
  nChanged 6
		SP:Iteration 31Q (9730.200000 sec): 3 clusters
  Score: Raw -185871.039082 + Penalty 2448.450456 = -183422.588626
  nChanged 9
		SP:Iteration 32Q (9730.200000 sec): 3 clusters
  Score: Raw -185876.813392 + Penalty 2448.450456 = -183428.362937
  nChanged 10
		SP:Iteration 33Q (9730.210000 sec): 3 clusters
  Score: Raw -185881.209999 + Penalty 2448.450456 = -183432.759543
  nChanged 11
		SP:Iteration 34Q (9730.210000 sec): 3 clusters
  Score: Raw -185885.877191 + Penalty 2448.450456 = -183437.426735
  nChanged 8
		SP:Iteration 35Q (9730.220000 sec): 3 clusters
  Score: Raw -185889.371251 + Penalty 2448.450456 = -183440.920796
  nChanged 5
		SP:Iteration 36Q (9730.220000 sec): 3 clusters
  Score: Raw -185891.797150 + Penalty 2448.450456 = -183443.346694
  nChanged 8
		SP:Iteration 37Q (9730.230000 sec): 3 clusters
  Score: Raw -185895.150492 + Penalty 2448.450456 = -183446.700036
  nChanged 8
		SP:Iteration 38Q (9730.230000 sec): 3 clusters
  Score: Raw -185897.680095 + Penalty 2448.450456 = -183449.229639
  nChanged 6
		SP:Iteration 39Q (9730.230000 sec): 3 clusters
  Score: Raw -185900.738229 + Penalty 2448.450456 = -183452.287773
  nChanged 8
		SP:Iteration 40F (9730.240000 sec): 3 clusters
  Score: Raw -185906.327254 + Penalty 2448.450456 = -183457.876798
  nChanged 8
		SP:Iteration 41Q (9730.240000 sec): 3 clusters
  Score: Raw -185913.235900 + Penalty 2448.450456 = -183464.785445
  nChanged 10
		SP:Iteration 42Q (9730.250000 sec): 3 clusters
  Score: Raw -185919.080699 + Penalty 2448.450456 = -183470.630243
  nChanged 11
		SP:Iteration 43Q (9730.250000 sec): 3 clusters
  Score: Raw -185923.720864 + Penalty 2448.450456 = -183475.270409
  nChanged 9
		SP:Iteration 44Q (9730.250000 sec): 3 clusters
  Score: Raw -185929.965910 + Penalty 2448.450456 = -183481.515454
  nChanged 9
		SP:Iteration 45Q (9730.260000 sec): 3 clusters
  Score: Raw -185933.810171 + Penalty 2448.450456 = -183485.359715
  nChanged 6
		SP:Iteration 46Q (9730.260000 sec): 3 clusters
  Score: Raw -185936.965242 + Penalty 2448.450456 = -183488.514786
  nChanged 11
		SP:Iteration 47Q (9730.270000 sec): 3 clusters
  Score: Raw -185942.668624 + Penalty 2448.450456 = -183494.218168
  nChanged 8
		SP:Iteration 48Q (9730.270000 sec): 3 clusters
  Score: Raw -185948.058337 + Penalty 2448.450456 = -183499.607881
  nChanged 10
		SP:Iteration 49Q (9730.270000 sec): 3 clusters
  Score: Raw -185953.080049 + Penalty 2448.450456 = -183504.629594
  nChanged 8
		SP:Iteration 50Q (9730.280000 sec): 3 clusters
  Score: Raw -185958.447427 + Penalty 2448.450456 = -183509.996971
  nChanged 8
		SP:Iteration 51Q (9730.280000 sec): 3 clusters
  Score: Raw -185962.280888 + Penalty 2448.450456 = -183513.830433
  nChanged 9
		SP:Iteration 52Q (9730.290000 sec): 3 clusters
  Score: Raw -185965.758660 + Penalty 2448.450456 = -183517.308204
  nChanged 5
		SP:Iteration 53Q (9730.290000 sec): 3 clusters
  Score: Raw -185967.134641 + Penalty 2448.450456 = -183518.684186
  nChanged 1
		SP:Iteration 54Q (9730.300000 sec): 3 clusters
  Score: Raw -185967.304711 + Penalty 2448.450456 = -183518.854255
  nChanged 1
		SP:Iteration 55Q (9730.300000 sec): 3 clusters
  Score: Raw -185967.451180 + Penalty 2448.450456 = -183519.000724
  nChanged 0
		SP:Iteration 56F (9730.310000 sec): 3 clusters
  Score: Raw -185967.451180 + Penalty 2448.450456 = -183519.000724
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.310000 sec): 2 clusters
  Score: Raw -127497.139106 + Penalty 1179.262940 = -126317.876166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.310000 sec): 3 clusters
  Score: Raw -126969.158190 + Penalty 2358.525880 = -124610.632311
  nChanged 473
		SP:Iteration 1F (9730.320000 sec): 3 clusters
  Score: Raw -127399.920920 + Penalty 2358.525880 = -125041.395040
  nChanged 136
		SP:Iteration 2F (9730.320000 sec): 3 clusters
  Score: Raw -127569.413706 + Penalty 2358.525880 = -125210.887826
  nChanged 80
		SP:Iteration 3F (9730.330000 sec): 3 clusters
  Score: Raw -127683.825701 + Penalty 2358.525880 = -125325.299821
  nChanged 65
		SP:Iteration 4Q (9730.330000 sec): 3 clusters
  Score: Raw -127767.733771 + Penalty 2358.525880 = -125409.207891
  nChanged 60
		SP:Iteration 5Q (9730.330000 sec): 3 clusters
  Score: Raw -127838.484649 + Penalty 2358.525880 = -125479.958769
  nChanged 43
		SP:Iteration 6Q (9730.330000 sec): 3 clusters
  Score: Raw -127883.855456 + Penalty 2358.525880 = -125525.329576
  nChanged 40
		SP:Iteration 7Q (9730.340000 sec): 3 clusters
  Score: Raw -127942.224308 + Penalty 2358.525880 = -125583.698428
  nChanged 45
		SP:Iteration 8Q (9730.340000 sec): 3 clusters
  Score: Raw -128002.081161 + Penalty 2358.525880 = -125643.555282
  nChanged 43
		SP:Iteration 9Q (9730.340000 sec): 3 clusters
  Score: Raw -128067.024383 + Penalty 2358.525880 = -125708.498503
  nChanged 32
		SP:Iteration 10Q (9730.350000 sec): 3 clusters
  Score: Raw -128124.620351 + Penalty 2358.525880 = -125766.094471
  nChanged 27
		SP:Iteration 11Q (9730.350000 sec): 3 clusters
  Score: Raw -128148.825153 + Penalty 2358.525880 = -125790.299273
  nChanged 13
		SP:Iteration 12Q (9730.350000 sec): 3 clusters
  Score: Raw -128159.070481 + Penalty 2358.525880 = -125800.544601
  nChanged 11
		SP:Iteration 13Q (9730.350000 sec): 3 clusters
  Score: Raw -128166.052766 + Penalty 2358.525880 = -125807.526886
  nChanged 7
		SP:Iteration 14Q (9730.360000 sec): 3 clusters
  Score: Raw -128172.286475 + Penalty 2358.525880 = -125813.760595
  nChanged 6
		SP:Iteration 15Q (9730.360000 sec): 3 clusters
  Score: Raw -128174.823198 + Penalty 2358.525880 = -125816.297318
  nChanged 4
		SP:Iteration 16Q (9730.360000 sec): 3 clusters
  Score: Raw -128177.330310 + Penalty 2358.525880 = -125818.804430
  nChanged 2
		SP:Iteration 17Q (9730.370000 sec): 3 clusters
  Score: Raw -128178.508998 + Penalty 2358.525880 = -125819.983118
  nChanged 3
		SP:Iteration 18Q (9730.370000 sec): 3 clusters
  Score: Raw -128179.872533 + Penalty 2358.525880 = -125821.346653
  nChanged 3
		SP:Iteration 19Q (9730.370000 sec): 3 clusters
  Score: Raw -128181.213516 + Penalty 2358.525880 = -125822.687636
  nChanged 2
		SP:Iteration 20F (9730.370000 sec): 3 clusters
  Score: Raw -128182.275978 + Penalty 2358.525880 = -125823.750098
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.390000 sec): 2 clusters
  Score: Raw -176449.752295 + Penalty 1247.577570 = -175202.174725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.390000 sec): 3 clusters
  Score: Raw -175537.793616 + Penalty 2495.155140 = -173042.638476
  nChanged 795
		SP:Iteration 1F (9730.390000 sec): 3 clusters
  Score: Raw -176136.257384 + Penalty 2495.155140 = -173641.102244
  nChanged 187
		SP:Iteration 2F (9730.400000 sec): 3 clusters
  Score: Raw -176350.292947 + Penalty 2495.155140 = -173855.137807
  nChanged 146
		SP:Iteration 3F (9730.410000 sec): 3 clusters
  Score: Raw -176507.321962 + Penalty 2495.155140 = -174012.166822
  nChanged 108
		SP:Iteration 4F (9730.410000 sec): 3 clusters
  Score: Raw -176650.532413 + Penalty 2495.155140 = -174155.377273
  nChanged 92
		SP:Iteration 5Q (9730.410000 sec): 3 clusters
  Score: Raw -176747.184098 + Penalty 2495.155140 = -174252.028958
  nChanged 73
		SP:Iteration 6Q (9730.420000 sec): 3 clusters
  Score: Raw -176827.600009 + Penalty 2495.155140 = -174332.444869
  nChanged 48
		SP:Iteration 7Q (9730.420000 sec): 3 clusters
  Score: Raw -176861.457496 + Penalty 2495.155140 = -174366.302356
  nChanged 24
		SP:Iteration 8Q (9730.430000 sec): 3 clusters
  Score: Raw -176878.067264 + Penalty 2495.155140 = -174382.912124
  nChanged 21
		SP:Iteration 9Q (9730.430000 sec): 3 clusters
  Score: Raw -176889.732052 + Penalty 2495.155140 = -174394.576912
  nChanged 13
		SP:Iteration 10Q (9730.440000 sec): 3 clusters
  Score: Raw -176899.190959 + Penalty 2495.155140 = -174404.035819
  nChanged 13
		SP:Iteration 11Q (9730.440000 sec): 3 clusters
  Score: Raw -176909.073329 + Penalty 2495.155140 = -174413.918189
  nChanged 12
		SP:Iteration 12Q (9730.450000 sec): 3 clusters
  Score: Raw -176916.378789 + Penalty 2495.155140 = -174421.223649
  nChanged 11
		SP:Iteration 13Q (9730.450000 sec): 3 clusters
  Score: Raw -176920.188287 + Penalty 2495.155140 = -174425.033147
  nChanged 2
		SP:Iteration 14Q (9730.450000 sec): 3 clusters
  Score: Raw -176920.912788 + Penalty 2495.155140 = -174425.757648
  nChanged 1
		SP:Iteration 15Q (9730.460000 sec): 3 clusters
  Score: Raw -176921.985652 + Penalty 2495.155140 = -174426.830512
  nChanged 3
		SP:Iteration 16Q (9730.470000 sec): 3 clusters
  Score: Raw -176923.227350 + Penalty 2495.155140 = -174428.072210
  nChanged 3
		SP:Iteration 17Q (9730.470000 sec): 3 clusters
  Score: Raw -176924.935074 + Penalty 2495.155140 = -174429.779934
  nChanged 2
		SP:Iteration 18Q (9730.470000 sec): 3 clusters
  Score: Raw -176926.427077 + Penalty 2495.155140 = -174431.271938
  nChanged 4
		SP:Iteration 19Q (9730.480000 sec): 3 clusters
  Score: Raw -176928.346195 + Penalty 2495.155140 = -174433.191055
  nChanged 4
		SP:Iteration 20F (9730.480000 sec): 3 clusters
  Score: Raw -176929.413427 + Penalty 2495.155140 = -174434.258287
  nChanged 6
		SP:Iteration 21Q (9730.490000 sec): 3 clusters
  Score: Raw -176932.620069 + Penalty 2495.155140 = -174437.464929
  nChanged 3
		SP:Iteration 22Q (9730.490000 sec): 3 clusters
  Score: Raw -176933.675680 + Penalty 2495.155140 = -174438.520540
  nChanged 3
		SP:Iteration 23Q (9730.500000 sec): 3 clusters
  Score: Raw -176936.077521 + Penalty 2495.155140 = -174440.922381
  nChanged 5
		SP:Iteration 24Q (9730.500000 sec): 3 clusters
  Score: Raw -176938.929569 + Penalty 2495.155140 = -174443.774429
  nChanged 2
		SP:Iteration 25Q (9730.510000 sec): 3 clusters
  Score: Raw -176939.809425 + Penalty 2495.155140 = -174444.654285
  nChanged 1
		SP:Iteration 26Q (9730.510000 sec): 3 clusters
  Score: Raw -176940.455429 + Penalty 2495.155140 = -174445.300289
  nChanged 2
		SP:Iteration 27Q (9730.510000 sec): 3 clusters
  Score: Raw -176941.022549 + Penalty 2495.155140 = -174445.867409
  nChanged 1
		SP:Iteration 28Q (9730.520000 sec): 3 clusters
  Score: Raw -176941.479450 + Penalty 2495.155140 = -174446.324310
  nChanged 1
		SP:Iteration 29Q (9730.530000 sec): 3 clusters
  Score: Raw -176942.386590 + Penalty 2495.155140 = -174447.231450
  nChanged 3
		SP:Iteration 30Q (9730.540000 sec): 3 clusters
  Score: Raw -176943.595181 + Penalty 2495.155140 = -174448.440041
  nChanged 3
		SP:Iteration 31Q (9730.540000 sec): 3 clusters
  Score: Raw -176945.020613 + Penalty 2495.155140 = -174449.865473
  nChanged 2
		SP:Iteration 32Q (9730.540000 sec): 3 clusters
  Score: Raw -176945.985029 + Penalty 2495.155140 = -174450.829889
  nChanged 1
		SP:Iteration 33Q (9730.550000 sec): 3 clusters
  Score: Raw -176946.365340 + Penalty 2495.155140 = -174451.210200
  nChanged 0
		SP:Iteration 34F (9730.550000 sec): 3 clusters
  Score: Raw -176946.365340 + Penalty 2495.155140 = -174451.210200
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.560000 sec): 2 clusters
  Score: Raw -218799.612311 + Penalty 1256.865812 = -217542.746499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.570000 sec): 3 clusters
  Score: Raw -217827.783289 + Penalty 2513.731624 = -215314.051664
  nChanged 826
		SP:Iteration 1F (9730.570000 sec): 3 clusters
  Score: Raw -218352.063195 + Penalty 2513.731624 = -215838.331571
  nChanged 168
		SP:Iteration 2F (9730.580000 sec): 3 clusters
  Score: Raw -218457.156637 + Penalty 2513.731624 = -215943.425013
  nChanged 98
		SP:Iteration 3Q (9730.580000 sec): 3 clusters
  Score: Raw -218520.506794 + Penalty 2513.731624 = -216006.775169
  nChanged 66
		SP:Iteration 4Q (9730.590000 sec): 3 clusters
  Score: Raw -218560.897895 + Penalty 2513.731624 = -216047.166271
  nChanged 57
		SP:Iteration 5Q (9730.590000 sec): 3 clusters
  Score: Raw -218597.558301 + Penalty 2513.731624 = -216083.826676
  nChanged 39
		SP:Iteration 6Q (9730.600000 sec): 3 clusters
  Score: Raw -218614.027145 + Penalty 2513.731624 = -216100.295521
  nChanged 23
		SP:Iteration 7Q (9730.600000 sec): 3 clusters
  Score: Raw -218625.248702 + Penalty 2513.731624 = -216111.517078
  nChanged 16
		SP:Iteration 8Q (9730.610000 sec): 3 clusters
  Score: Raw -218630.173709 + Penalty 2513.731624 = -216116.442084
  nChanged 7
		SP:Iteration 9Q (9730.620000 sec): 3 clusters
  Score: Raw -218633.582316 + Penalty 2513.731624 = -216119.850692
  nChanged 7
		SP:Iteration 10Q (9730.620000 sec): 3 clusters
  Score: Raw -218635.657048 + Penalty 2513.731624 = -216121.925423
  nChanged 7
		SP:Iteration 11Q (9730.620000 sec): 3 clusters
  Score: Raw -218637.770756 + Penalty 2513.731624 = -216124.039132
  nChanged 5
		SP:Iteration 12Q (9730.630000 sec): 3 clusters
  Score: Raw -218640.157723 + Penalty 2513.731624 = -216126.426099
  nChanged 5
		SP:Iteration 13Q (9730.640000 sec): 3 clusters
  Score: Raw -218641.558228 + Penalty 2513.731624 = -216127.826604
  nChanged 2
		SP:Iteration 14Q (9730.640000 sec): 3 clusters
  Score: Raw -218641.917507 + Penalty 2513.731624 = -216128.185882
  nChanged 1
		SP:Iteration 15Q (9730.650000 sec): 3 clusters
  Score: Raw -218642.084454 + Penalty 2513.731624 = -216128.352829
  nChanged 0
		SP:Iteration 16F (9730.650000 sec): 3 clusters
  Score: Raw -218642.084454 + Penalty 2513.731624 = -216128.352829
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.660000 sec): 2 clusters
  Score: Raw -244962.501031 + Penalty 1266.658762 = -243695.842269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.670000 sec): 3 clusters
  Score: Raw -243879.077010 + Penalty 2533.317524 = -241345.759486
  nChanged 889
		SP:Iteration 1F (9730.670000 sec): 3 clusters
  Score: Raw -244452.076227 + Penalty 2533.317524 = -241918.758703
  nChanged 195
		SP:Iteration 2F (9730.680000 sec): 3 clusters
  Score: Raw -244619.093135 + Penalty 2533.317524 = -242085.775611
  nChanged 131
		SP:Iteration 3F (9730.680000 sec): 3 clusters
  Score: Raw -244723.780886 + Penalty 2533.317524 = -242190.463361
  nChanged 103
		SP:Iteration 4Q (9730.690000 sec): 3 clusters
  Score: Raw -244803.766862 + Penalty 2533.317524 = -242270.449337
  nChanged 80
		SP:Iteration 5Q (9730.700000 sec): 3 clusters
  Score: Raw -244858.190625 + Penalty 2533.317524 = -242324.873101
  nChanged 57
		SP:Iteration 6Q (9730.700000 sec): 3 clusters
  Score: Raw -244896.081421 + Penalty 2533.317524 = -242362.763896
  nChanged 57
		SP:Iteration 7Q (9730.700000 sec): 3 clusters
  Score: Raw -244947.205456 + Penalty 2533.317524 = -242413.887931
  nChanged 56
		SP:Iteration 8Q (9730.710000 sec): 3 clusters
  Score: Raw -244990.639720 + Penalty 2533.317524 = -242457.322195
  nChanged 50
		SP:Iteration 9Q (9730.720000 sec): 3 clusters
  Score: Raw -245026.079448 + Penalty 2533.317524 = -242492.761924
  nChanged 41
		SP:Iteration 10Q (9730.720000 sec): 3 clusters
  Score: Raw -245061.447187 + Penalty 2533.317524 = -242528.129663
  nChanged 46
		SP:Iteration 11Q (9730.730000 sec): 3 clusters
  Score: Raw -245109.003706 + Penalty 2533.317524 = -242575.686181
  nChanged 57
		SP:Iteration 12Q (9730.730000 sec): 3 clusters
  Score: Raw -245155.576818 + Penalty 2533.317524 = -242622.259294
  nChanged 56
		SP:Iteration 13Q (9730.740000 sec): 3 clusters
  Score: Raw -245223.325018 + Penalty 2533.317524 = -242690.007493
  nChanged 66
		SP:Iteration 14Q (9730.740000 sec): 3 clusters
  Score: Raw -245299.718124 + Penalty 2533.317524 = -242766.400599
  nChanged 61
		SP:Iteration 15Q (9730.750000 sec): 3 clusters
  Score: Raw -245381.321891 + Penalty 2533.317524 = -242848.004367
  nChanged 58
		SP:Iteration 16Q (9730.760000 sec): 3 clusters
  Score: Raw -245441.082586 + Penalty 2533.317524 = -242907.765061
  nChanged 53
		SP:Iteration 17Q (9730.760000 sec): 3 clusters
  Score: Raw -245485.336470 + Penalty 2533.317524 = -242952.018946
  nChanged 32
		SP:Iteration 18Q (9730.760000 sec): 3 clusters
  Score: Raw -245501.904348 + Penalty 2533.317524 = -242968.586823
  nChanged 15
		SP:Iteration 19Q (9730.770000 sec): 3 clusters
  Score: Raw -245512.268836 + Penalty 2533.317524 = -242978.951311
  nChanged 18
		SP:Iteration 20F (9730.780000 sec): 3 clusters
  Score: Raw -245522.923468 + Penalty 2533.317524 = -242989.605944
  nChanged 19
		SP:Iteration 21Q (9730.780000 sec): 3 clusters
  Score: Raw -245535.275896 + Penalty 2533.317524 = -243001.958372
  nChanged 17
		SP:Iteration 22Q (9730.790000 sec): 3 clusters
  Score: Raw -245543.928245 + Penalty 2533.317524 = -243010.610721
  nChanged 7
		SP:Iteration 23Q (9730.790000 sec): 3 clusters
  Score: Raw -245548.140112 + Penalty 2533.317524 = -243014.822588
  nChanged 8
		SP:Iteration 24Q (9730.800000 sec): 3 clusters
  Score: Raw -245552.423225 + Penalty 2533.317524 = -243019.105701
  nChanged 12
		SP:Iteration 25Q (9730.800000 sec): 3 clusters
  Score: Raw -245561.722709 + Penalty 2533.317524 = -243028.405185
  nChanged 12
		SP:Iteration 26Q (9730.810000 sec): 3 clusters
  Score: Raw -245570.129114 + Penalty 2533.317524 = -243036.811589
  nChanged 11
		SP:Iteration 27Q (9730.810000 sec): 3 clusters
  Score: Raw -245578.680316 + Penalty 2533.317524 = -243045.362791
  nChanged 12
		SP:Iteration 28Q (9730.820000 sec): 3 clusters
  Score: Raw -245585.251632 + Penalty 2533.317524 = -243051.934107
  nChanged 4
		SP:Iteration 29Q (9730.820000 sec): 3 clusters
  Score: Raw -245586.819850 + Penalty 2533.317524 = -243053.502326
  nChanged 4
		SP:Iteration 30Q (9730.830000 sec): 3 clusters
  Score: Raw -245590.948642 + Penalty 2533.317524 = -243057.631117
  nChanged 9
		SP:Iteration 31Q (9730.830000 sec): 3 clusters
  Score: Raw -245596.661006 + Penalty 2533.317524 = -243063.343481
  nChanged 8
		SP:Iteration 32Q (9730.840000 sec): 3 clusters
  Score: Raw -245601.186918 + Penalty 2533.317524 = -243067.869393
  nChanged 6
		SP:Iteration 33Q (9730.840000 sec): 3 clusters
  Score: Raw -245603.741742 + Penalty 2533.317524 = -243070.424217
  nChanged 2
		SP:Iteration 34Q (9730.850000 sec): 3 clusters
  Score: Raw -245604.495630 + Penalty 2533.317524 = -243071.178106
  nChanged 1
		SP:Iteration 35Q (9730.850000 sec): 3 clusters
  Score: Raw -245604.842389 + Penalty 2533.317524 = -243071.524865
  nChanged 0
		SP:Iteration 36F (9730.860000 sec): 3 clusters
  Score: Raw -245604.842389 + Penalty 2533.317524 = -243071.524865
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.860000 sec): 2 clusters
  Score: Raw -155707.085654 + Penalty 1208.066825 = -154499.018829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.870000 sec): 3 clusters
  Score: Raw -155049.802275 + Penalty 2416.133649 = -152633.668626
  nChanged 589
		SP:Iteration 1F (9730.870000 sec): 3 clusters
  Score: Raw -155457.957564 + Penalty 2416.133649 = -153041.823915
  nChanged 141
		SP:Iteration 2F (9730.880000 sec): 3 clusters
  Score: Raw -155577.059549 + Penalty 2416.133649 = -153160.925900
  nChanged 85
		SP:Iteration 3F (9730.880000 sec): 3 clusters
  Score: Raw -155644.139245 + Penalty 2416.133649 = -153228.005596
  nChanged 60
		SP:Iteration 4Q (9730.880000 sec): 3 clusters
  Score: Raw -155691.380973 + Penalty 2416.133649 = -153275.247324
  nChanged 47
		SP:Iteration 5Q (9730.890000 sec): 3 clusters
  Score: Raw -155729.020815 + Penalty 2416.133649 = -153312.887166
  nChanged 37
		SP:Iteration 6Q (9730.890000 sec): 3 clusters
  Score: Raw -155756.791957 + Penalty 2416.133649 = -153340.658308
  nChanged 28
		SP:Iteration 7Q (9730.900000 sec): 3 clusters
  Score: Raw -155773.492584 + Penalty 2416.133649 = -153357.358934
  nChanged 22
		SP:Iteration 8Q (9730.900000 sec): 3 clusters
  Score: Raw -155788.351056 + Penalty 2416.133649 = -153372.217407
  nChanged 21
		SP:Iteration 9Q (9730.900000 sec): 3 clusters
  Score: Raw -155801.647530 + Penalty 2416.133649 = -153385.513880
  nChanged 17
		SP:Iteration 10Q (9730.910000 sec): 3 clusters
  Score: Raw -155812.471766 + Penalty 2416.133649 = -153396.338117
  nChanged 16
		SP:Iteration 11Q (9730.910000 sec): 3 clusters
  Score: Raw -155821.766529 + Penalty 2416.133649 = -153405.632880
  nChanged 14
		SP:Iteration 12Q (9730.920000 sec): 3 clusters
  Score: Raw -155829.576635 + Penalty 2416.133649 = -153413.442985
  nChanged 12
		SP:Iteration 13Q (9730.920000 sec): 3 clusters
  Score: Raw -155837.557524 + Penalty 2416.133649 = -153421.423874
  nChanged 10
		SP:Iteration 14Q (9730.920000 sec): 3 clusters
  Score: Raw -155842.005295 + Penalty 2416.133649 = -153425.871646
  nChanged 8
		SP:Iteration 15Q (9730.930000 sec): 3 clusters
  Score: Raw -155845.558658 + Penalty 2416.133649 = -153429.425009
  nChanged 4
		SP:Iteration 16Q (9730.930000 sec): 3 clusters
  Score: Raw -155847.387152 + Penalty 2416.133649 = -153431.253503
  nChanged 4
		SP:Iteration 17Q (9730.930000 sec): 3 clusters
  Score: Raw -155849.689426 + Penalty 2416.133649 = -153433.555776
  nChanged 5
		SP:Iteration 18Q (9730.940000 sec): 3 clusters
  Score: Raw -155852.760651 + Penalty 2416.133649 = -153436.627002
  nChanged 5
		SP:Iteration 19Q (9730.940000 sec): 3 clusters
  Score: Raw -155854.842497 + Penalty 2416.133649 = -153438.708848
  nChanged 2
		SP:Iteration 20F (9730.940000 sec): 3 clusters
  Score: Raw -155856.911847 + Penalty 2416.133649 = -153440.778198
  nChanged 4
		SP:Iteration 21Q (9730.940000 sec): 3 clusters
  Score: Raw -155858.188628 + Penalty 2416.133649 = -153442.054979
  nChanged 3
		SP:Iteration 22Q (9730.950000 sec): 3 clusters
  Score: Raw -155858.970110 + Penalty 2416.133649 = -153442.836461
  nChanged 2
		SP:Iteration 23Q (9730.950000 sec): 3 clusters
  Score: Raw -155859.374592 + Penalty 2416.133649 = -153443.240943
  nChanged 2
		SP:Iteration 24Q (9730.960000 sec): 3 clusters
  Score: Raw -155860.425159 + Penalty 2416.133649 = -153444.291510
  nChanged 2
		SP:Iteration 25Q (9730.960000 sec): 3 clusters
  Score: Raw -155861.501190 + Penalty 2416.133649 = -153445.367540
  nChanged 2
		SP:Iteration 26Q (9730.960000 sec): 3 clusters
  Score: Raw -155862.606572 + Penalty 2416.133649 = -153446.472923
  nChanged 3
		SP:Iteration 27Q (9730.970000 sec): 3 clusters
  Score: Raw -155863.712878 + Penalty 2416.133649 = -153447.579228
  nChanged 4
		SP:Iteration 28Q (9730.970000 sec): 3 clusters
  Score: Raw -155865.455889 + Penalty 2416.133649 = -153449.322240
  nChanged 2
		SP:Iteration 29Q (9730.980000 sec): 3 clusters
  Score: Raw -155868.282938 + Penalty 2416.133649 = -153452.149289
  nChanged 3
		SP:Iteration 30Q (9730.980000 sec): 3 clusters
  Score: Raw -155869.479683 + Penalty 2416.133649 = -153453.346034
  nChanged 2
		SP:Iteration 31Q (9730.980000 sec): 3 clusters
  Score: Raw -155870.518452 + Penalty 2416.133649 = -153454.384803
  nChanged 3
		SP:Iteration 32Q (9730.990000 sec): 3 clusters
  Score: Raw -155872.151963 + Penalty 2416.133649 = -153456.018314
  nChanged 2
		SP:Iteration 33Q (9730.990000 sec): 3 clusters
  Score: Raw -155873.162326 + Penalty 2416.133649 = -153457.028677
  nChanged 5
		SP:Iteration 34Q (9730.990000 sec): 3 clusters
  Score: Raw -155875.557795 + Penalty 2416.133649 = -153459.424146
  nChanged 8
		SP:Iteration 35Q (9731.000000 sec): 3 clusters
  Score: Raw -155882.535728 + Penalty 2416.133649 = -153466.402079
  nChanged 13
		SP:Iteration 36Q (9731.000000 sec): 3 clusters
  Score: Raw -155889.488134 + Penalty 2416.133649 = -153473.354485
  nChanged 10
		SP:Iteration 37Q (9731.000000 sec): 3 clusters
  Score: Raw -155894.547677 + Penalty 2416.133649 = -153478.414028
  nChanged 6
		SP:Iteration 38Q (9731.010000 sec): 3 clusters
  Score: Raw -155898.144190 + Penalty 2416.133649 = -153482.010541
  nChanged 8
		SP:Iteration 39Q (9731.010000 sec): 3 clusters
  Score: Raw -155902.808377 + Penalty 2416.133649 = -153486.674727
  nChanged 5
		SP:Iteration 40F (9731.020000 sec): 3 clusters
  Score: Raw -155907.505555 + Penalty 2416.133649 = -153491.371905
  nChanged 4
		SP:Iteration 41Q (9731.020000 sec): 3 clusters
  Score: Raw -155909.460086 + Penalty 2416.133649 = -153493.326437
  nChanged 6
		SP:Iteration 42Q (9731.020000 sec): 3 clusters
  Score: Raw -155911.756527 + Penalty 2416.133649 = -153495.622878
  nChanged 4
		SP:Iteration 43Q (9731.030000 sec): 3 clusters
  Score: Raw -155912.930563 + Penalty 2416.133649 = -153496.796914
  nChanged 2
		SP:Iteration 44Q (9731.030000 sec): 3 clusters
  Score: Raw -155913.459010 + Penalty 2416.133649 = -153497.325361
  nChanged 0
		SP:Iteration 45F (9731.040000 sec): 3 clusters
  Score: Raw -155913.459010 + Penalty 2416.133649 = -153497.325361
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9731.050000 sec): 2 clusters
  Score: Raw -413630.382330 + Penalty 1356.560437 = -412273.821893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9731.060000 sec): 3 clusters
  Score: Raw -411552.697587 + Penalty 2713.120874 = -408839.576713
  nChanged 1681
		SP:Iteration 1F (9731.070000 sec): 3 clusters
  Score: Raw -412501.735489 + Penalty 2713.120874 = -409788.614615
  nChanged 310
		SP:Iteration 2F (9731.080000 sec): 3 clusters
  Score: Raw -412706.749624 + Penalty 2713.120874 = -409993.628750
  nChanged 238
		SP:Iteration 3F (9731.090000 sec): 3 clusters
  Score: Raw -412866.912021 + Penalty 2713.120874 = -410153.791147
  nChanged 210
		SP:Iteration 4Q (9731.100000 sec): 3 clusters
  Score: Raw -413007.995815 + Penalty 2713.120874 = -410294.874941
  nChanged 182
		SP:Iteration 5Q (9731.110000 sec): 3 clusters
  Score: Raw -413139.512332 + Penalty 2713.120874 = -410426.391457
  nChanged 166
		SP:Iteration 6Q (9731.120000 sec): 3 clusters
  Score: Raw -413257.511457 + Penalty 2713.120874 = -410544.390583
  nChanged 157
		SP:Iteration 7Q (9731.130000 sec): 3 clusters
  Score: Raw -413369.081618 + Penalty 2713.120874 = -410655.960744
  nChanged 151
		SP:Iteration 8Q (9731.140000 sec): 3 clusters
  Score: Raw -413482.031134 + Penalty 2713.120874 = -410768.910260
  nChanged 139
		SP:Iteration 9Q (9731.150000 sec): 3 clusters
  Score: Raw -413571.322197 + Penalty 2713.120874 = -410858.201323
  nChanged 95
		SP:Iteration 10Q (9731.160000 sec): 3 clusters
  Score: Raw -413636.599117 + Penalty 2713.120874 = -410923.478243
  nChanged 82
		SP:Iteration 11Q (9731.170000 sec): 3 clusters
  Score: Raw -413682.260365 + Penalty 2713.120874 = -410969.139491
  nChanged 80
		SP:Iteration 12Q (9731.180000 sec): 3 clusters
  Score: Raw -413733.549647 + Penalty 2713.120874 = -411020.428773
  nChanged 67
		SP:Iteration 13Q (9731.180000 sec): 3 clusters
  Score: Raw -413772.672202 + Penalty 2713.120874 = -411059.551328
  nChanged 58
		SP:Iteration 14Q (9731.200000 sec): 3 clusters
  Score: Raw -413802.876297 + Penalty 2713.120874 = -411089.755423
  nChanged 56
		SP:Iteration 15Q (9731.200000 sec): 3 clusters
  Score: Raw -413831.086266 + Penalty 2713.120874 = -411117.965392
  nChanged 51
		SP:Iteration 16Q (9731.210000 sec): 3 clusters
  Score: Raw -413852.640418 + Penalty 2713.120874 = -411139.519544
  nChanged 43
		SP:Iteration 17Q (9731.220000 sec): 3 clusters
  Score: Raw -413866.159891 + Penalty 2713.120874 = -411153.039016
  nChanged 26
		SP:Iteration 18Q (9731.230000 sec): 3 clusters
  Score: Raw -413879.599650 + Penalty 2713.120874 = -411166.478775
  nChanged 32
		SP:Iteration 19Q (9731.240000 sec): 3 clusters
  Score: Raw -413889.374179 + Penalty 2713.120874 = -411176.253304
  nChanged 22
		SP:Iteration 20F (9731.250000 sec): 3 clusters
  Score: Raw -413897.469810 + Penalty 2713.120874 = -411184.348936
  nChanged 18
		SP:Iteration 21Q (9731.260000 sec): 3 clusters
  Score: Raw -413902.811096 + Penalty 2713.120874 = -411189.690222
  nChanged 9
		SP:Iteration 22Q (9731.270000 sec): 3 clusters
  Score: Raw -413904.745710 + Penalty 2713.120874 = -411191.624836
  nChanged 4
		SP:Iteration 23Q (9731.280000 sec): 3 clusters
  Score: Raw -413905.746779 + Penalty 2713.120874 = -411192.625905
  nChanged 5
		SP:Iteration 24Q (9731.280000 sec): 3 clusters
  Score: Raw -413906.568761 + Penalty 2713.120874 = -411193.447887
  nChanged 2
		SP:Iteration 25Q (9731.290000 sec): 3 clusters
  Score: Raw -413907.562496 + Penalty 2713.120874 = -411194.441622
  nChanged 2
		SP:Iteration 26Q (9731.300000 sec): 3 clusters
  Score: Raw -413908.036273 + Penalty 2713.120874 = -411194.915398
  nChanged 1
		SP:Iteration 27Q (9731.310000 sec): 3 clusters
  Score: Raw -413908.350404 + Penalty 2713.120874 = -411195.229529
  nChanged 2
		SP:Iteration 28Q (9731.320000 sec): 3 clusters
  Score: Raw -413908.864973 + Penalty 2713.120874 = -411195.744099
  nChanged 3
		SP:Iteration 29Q (9731.330000 sec): 3 clusters
  Score: Raw -413909.308821 + Penalty 2713.120874 = -411196.187947
  nChanged 6
		SP:Iteration 30Q (9731.340000 sec): 3 clusters
  Score: Raw -413910.801212 + Penalty 2713.120874 = -411197.680338
  nChanged 8
		SP:Iteration 31Q (9731.340000 sec): 3 clusters
  Score: Raw -413913.277990 + Penalty 2713.120874 = -411200.157116
  nChanged 7
		SP:Iteration 32Q (9731.360000 sec): 3 clusters
  Score: Raw -413915.293461 + Penalty 2713.120874 = -411202.172587
  nChanged 6
		SP:Iteration 33Q (9731.360000 sec): 3 clusters
  Score: Raw -413916.905062 + Penalty 2713.120874 = -411203.784188
  nChanged 3
		SP:Iteration 34Q (9731.370000 sec): 3 clusters
  Score: Raw -413918.373296 + Penalty 2713.120874 = -411205.252422
  nChanged 4
		SP:Iteration 35Q (9731.380000 sec): 3 clusters
  Score: Raw -413919.070229 + Penalty 2713.120874 = -411205.949355
  nChanged 1
		SP:Iteration 36Q (9731.390000 sec): 3 clusters
  Score: Raw -413919.552645 + Penalty 2713.120874 = -411206.431771
  nChanged 1
		SP:Iteration 37Q (9731.400000 sec): 3 clusters
  Score: Raw -413919.662794 + Penalty 2713.120874 = -411206.541920
  nChanged 1
		SP:Iteration 38Q (9731.410000 sec): 3 clusters
  Score: Raw -413919.804512 + Penalty 2713.120874 = -411206.683638
  nChanged 1
		SP:Iteration 39Q (9731.420000 sec): 3 clusters
  Score: Raw -413920.258321 + Penalty 2713.120874 = -411207.137447
  nChanged 2
		SP:Iteration 40F (9731.420000 sec): 3 clusters
  Score: Raw -413920.609270 + Penalty 2713.120874 = -411207.488396
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9731.440000 sec): 2 clusters
  Score: Raw -256245.706230 + Penalty 1285.828248 = -254959.877982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9731.440000 sec): 3 clusters
  Score: Raw -254952.186380 + Penalty 2571.656497 = -252380.529883
  nChanged 1044
		SP:Iteration 1F (9731.450000 sec): 3 clusters
  Score: Raw -255556.416627 + Penalty 2571.656497 = -252984.760130
  nChanged 221
		SP:Iteration 2F (9731.460000 sec): 3 clusters
  Score: Raw -255693.896437 + Penalty 2571.656497 = -253122.239941
  nChanged 132
		SP:Iteration 3Q (9731.460000 sec): 3 clusters
  Score: Raw -255784.793052 + Penalty 2571.656497 = -253213.136556
  nChanged 102
		SP:Iteration 4Q (9731.470000 sec): 3 clusters
  Score: Raw -255855.496152 + Penalty 2571.656497 = -253283.839655
  nChanged 83
		SP:Iteration 5Q (9731.480000 sec): 3 clusters
  Score: Raw -255903.318820 + Penalty 2571.656497 = -253331.662323
  nChanged 70
		SP:Iteration 6Q (9731.480000 sec): 3 clusters
  Score: Raw -255945.711048 + Penalty 2571.656497 = -253374.054551
  nChanged 64
		SP:Iteration 7Q (9731.490000 sec): 3 clusters
  Score: Raw -255975.935605 + Penalty 2571.656497 = -253404.279108
  nChanged 53
		SP:Iteration 8Q (9731.490000 sec): 3 clusters
  Score: Raw -256011.925731 + Penalty 2571.656497 = -253440.269234
  nChanged 47
		SP:Iteration 9Q (9731.500000 sec): 3 clusters
  Score: Raw -256044.807249 + Penalty 2571.656497 = -253473.150752
  nChanged 61
		SP:Iteration 10Q (9731.500000 sec): 3 clusters
  Score: Raw -256089.271711 + Penalty 2571.656497 = -253517.615214
  nChanged 53
		SP:Iteration 11Q (9731.510000 sec): 3 clusters
  Score: Raw -256120.308624 + Penalty 2571.656497 = -253548.652127
  nChanged 50
		SP:Iteration 12Q (9731.520000 sec): 3 clusters
  Score: Raw -256148.619558 + Penalty 2571.656497 = -253576.963062
  nChanged 37
		SP:Iteration 13Q (9731.520000 sec): 3 clusters
  Score: Raw -256172.269277 + Penalty 2571.656497 = -253600.612781
  nChanged 45
		SP:Iteration 14Q (9731.530000 sec): 3 clusters
  Score: Raw -256198.111434 + Penalty 2571.656497 = -253626.454937
  nChanged 41
		SP:Iteration 15Q (9731.540000 sec): 3 clusters
  Score: Raw -256217.691622 + Penalty 2571.656497 = -253646.035126
  nChanged 31
		SP:Iteration 16Q (9731.540000 sec): 3 clusters
  Score: Raw -256233.026702 + Penalty 2571.656497 = -253661.370206
  nChanged 25
		SP:Iteration 17Q (9731.550000 sec): 3 clusters
  Score: Raw -256241.799909 + Penalty 2571.656497 = -253670.143412
  nChanged 20
		SP:Iteration 18Q (9731.560000 sec): 3 clusters
  Score: Raw -256248.295397 + Penalty 2571.656497 = -253676.638901
  nChanged 22
		SP:Iteration 19Q (9731.560000 sec): 3 clusters
  Score: Raw -256258.793421 + Penalty 2571.656497 = -253687.136925
  nChanged 27
		SP:Iteration 20F (9731.570000 sec): 3 clusters
  Score: Raw -256272.613351 + Penalty 2571.656497 = -253700.956855
  nChanged 25
		SP:Iteration 21Q (9731.570000 sec): 3 clusters
  Score: Raw -256284.710057 + Penalty 2571.656497 = -253713.053560
  nChanged 16
		SP:Iteration 22Q (9731.580000 sec): 3 clusters
  Score: Raw -256291.975217 + Penalty 2571.656497 = -253720.318721
  nChanged 19
		SP:Iteration 23Q (9731.580000 sec): 3 clusters
  Score: Raw -256300.222422 + Penalty 2571.656497 = -253728.565926
  nChanged 20
		SP:Iteration 24Q (9731.590000 sec): 3 clusters
  Score: Raw -256310.825784 + Penalty 2571.656497 = -253739.169287
  nChanged 24
		SP:Iteration 25Q (9731.600000 sec): 3 clusters
  Score: Raw -256322.824055 + Penalty 2571.656497 = -253751.167558
  nChanged 21
		SP:Iteration 26Q (9731.600000 sec): 3 clusters
  Score: Raw -256331.980659 + Penalty 2571.656497 = -253760.324162
  nChanged 12
		SP:Iteration 27Q (9731.610000 sec): 3 clusters
  Score: Raw -256336.047953 + Penalty 2571.656497 = -253764.391456
  nChanged 12
		SP:Iteration 28Q (9731.620000 sec): 3 clusters
  Score: Raw -256340.010079 + Penalty 2571.656497 = -253768.353582
  nChanged 11
		SP:Iteration 29Q (9731.620000 sec): 3 clusters
  Score: Raw -256346.246259 + Penalty 2571.656497 = -253774.589762
  nChanged 19
		SP:Iteration 30Q (9731.630000 sec): 3 clusters
  Score: Raw -256353.829804 + Penalty 2571.656497 = -253782.173307
  nChanged 18
		SP:Iteration 31Q (9731.640000 sec): 3 clusters
  Score: Raw -256360.504311 + Penalty 2571.656497 = -253788.847814
  nChanged 15
		SP:Iteration 32Q (9731.640000 sec): 3 clusters
  Score: Raw -256366.858479 + Penalty 2571.656497 = -253795.201983
  nChanged 12
		SP:Iteration 33Q (9731.650000 sec): 3 clusters
  Score: Raw -256371.864646 + Penalty 2571.656497 = -253800.208149
  nChanged 7
		SP:Iteration 34Q (9731.650000 sec): 3 clusters
  Score: Raw -256374.461413 + Penalty 2571.656497 = -253802.804916
  nChanged 6
		SP:Iteration 35Q (9731.660000 sec): 3 clusters
  Score: Raw -256378.889331 + Penalty 2571.656497 = -253807.232834
  nChanged 12
		SP:Iteration 36Q (9731.660000 sec): 3 clusters
  Score: Raw -256384.292182 + Penalty 2571.656497 = -253812.635685
  nChanged 10
		SP:Iteration 37Q (9731.670000 sec): 3 clusters
  Score: Raw -256388.482090 + Penalty 2571.656497 = -253816.825593
  nChanged 13
		SP:Iteration 38Q (9731.680000 sec): 3 clusters
  Score: Raw -256395.516502 + Penalty 2571.656497 = -253823.860005
  nChanged 21
		SP:Iteration 39Q (9731.680000 sec): 3 clusters
  Score: Raw -256406.987608 + Penalty 2571.656497 = -253835.331111
  nChanged 29
		SP:Iteration 40F (9731.690000 sec): 3 clusters
  Score: Raw -256424.029834 + Penalty 2571.656497 = -253852.373337
  nChanged 23
		SP:Iteration 41Q (9731.700000 sec): 3 clusters
  Score: Raw -256436.506063 + Penalty 2571.656497 = -253864.849566
  nChanged 26
		SP:Iteration 42Q (9731.700000 sec): 3 clusters
  Score: Raw -256449.615073 + Penalty 2571.656497 = -253877.958577
  nChanged 19
		SP:Iteration 43Q (9731.710000 sec): 3 clusters
  Score: Raw -256457.355991 + Penalty 2571.656497 = -253885.699495
  nChanged 11
		SP:Iteration 44Q (9731.710000 sec): 3 clusters
  Score: Raw -256460.364444 + Penalty 2571.656497 = -253888.707948
  nChanged 4
		SP:Iteration 45Q (9731.720000 sec): 3 clusters
  Score: Raw -256461.889326 + Penalty 2571.656497 = -253890.232829
  nChanged 6
		SP:Iteration 46Q (9731.720000 sec): 3 clusters
  Score: Raw -256463.780272 + Penalty 2571.656497 = -253892.123775
  nChanged 7
		SP:Iteration 47Q (9731.730000 sec): 3 clusters
  Score: Raw -256466.547484 + Penalty 2571.656497 = -253894.890988
  nChanged 8
		SP:Iteration 48Q (9731.740000 sec): 3 clusters
  Score: Raw -256469.883238 + Penalty 2571.656497 = -253898.226741
  nChanged 8
		SP:Iteration 49Q (9731.740000 sec): 3 clusters
  Score: Raw -256472.811298 + Penalty 2571.656497 = -253901.154801
  nChanged 8
		SP:Iteration 50Q (9731.750000 sec): 3 clusters
  Score: Raw -256476.025650 + Penalty 2571.656497 = -253904.369153
  nChanged 2
		SP:Iteration 51Q (9731.760000 sec): 3 clusters
  Score: Raw -256476.655071 + Penalty 2571.656497 = -253904.998575
  nChanged 4
		SP:Iteration 52Q (9731.760000 sec): 3 clusters
  Score: Raw -256478.874552 + Penalty 2571.656497 = -253907.218056
  nChanged 4
		SP:Iteration 53Q (9731.770000 sec): 3 clusters
  Score: Raw -256480.829420 + Penalty 2571.656497 = -253909.172923
  nChanged 6
		SP:Iteration 54Q (9731.780000 sec): 3 clusters
  Score: Raw -256482.606952 + Penalty 2571.656497 = -253910.950455
  nChanged 5
		SP:Iteration 55Q (9731.780000 sec): 3 clusters
  Score: Raw -256484.240740 + Penalty 2571.656497 = -253912.584244
  nChanged 4
		SP:Iteration 56Q (9731.790000 sec): 3 clusters
  Score: Raw -256485.633877 + Penalty 2571.656497 = -253913.977380
  nChanged 5
		SP:Iteration 57Q (9731.790000 sec): 3 clusters
  Score: Raw -256487.875344 + Penalty 2571.656497 = -253916.218847
  nChanged 3
		SP:Iteration 58Q (9731.800000 sec): 3 clusters
  Score: Raw -256489.047820 + Penalty 2571.656497 = -253917.391323
  nChanged 4
		SP:Iteration 59Q (9731.800000 sec): 3 clusters
  Score: Raw -256490.858515 + Penalty 2571.656497 = -253919.202018
  nChanged 5
		SP:Iteration 60F (9731.810000 sec): 3 clusters
  Score: Raw -256492.975423 + Penalty 2571.656497 = -253921.318926
  nChanged 5
		SP:Iteration 61Q (9731.820000 sec): 3 clusters
  Score: Raw -256495.630450 + Penalty 2571.656497 = -253923.973953
  nChanged 4
		SP:Iteration 62Q (9731.820000 sec): 3 clusters
  Score: Raw -256496.951409 + Penalty 2571.656497 = -253925.294912
  nChanged 3
		SP:Iteration 63Q (9731.830000 sec): 3 clusters
  Score: Raw -256498.000305 + Penalty 2571.656497 = -253926.343808
  nChanged 5
		SP:Iteration 64Q (9731.840000 sec): 3 clusters
  Score: Raw -256499.315686 + Penalty 2571.656497 = -253927.659189
  nChanged 2
		SP:Iteration 65Q (9731.850000 sec): 3 clusters
  Score: Raw -256499.917249 + Penalty 2571.656497 = -253928.260753
  nChanged 0
		SP:Iteration 66F (9731.850000 sec): 3 clusters
  Score: Raw -256499.917249 + Penalty 2571.656497 = -253928.260753
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9731.860000 sec): 2 clusters
  Score: Raw -207622.496678 + Penalty 1251.003453 = -206371.493225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9731.870000 sec): 3 clusters
  Score: Raw -206684.940343 + Penalty 2502.006906 = -204182.933437
  nChanged 778
		SP:Iteration 1F (9731.870000 sec): 3 clusters
  Score: Raw -207169.387523 + Penalty 2502.006906 = -204667.380617
  nChanged 168
		SP:Iteration 2F (9731.880000 sec): 3 clusters
  Score: Raw -207305.974950 + Penalty 2502.006906 = -204803.968044
  nChanged 111
		SP:Iteration 3F (9731.880000 sec): 3 clusters
  Score: Raw -207393.934843 + Penalty 2502.006906 = -204891.927937
  nChanged 83
		SP:Iteration 4Q (9731.890000 sec): 3 clusters
  Score: Raw -207464.158877 + Penalty 2502.006906 = -204962.151971
  nChanged 72
		SP:Iteration 5Q (9731.890000 sec): 3 clusters
  Score: Raw -207528.091190 + Penalty 2502.006906 = -205026.084284
  nChanged 74
		SP:Iteration 6Q (9731.900000 sec): 3 clusters
  Score: Raw -207578.164454 + Penalty 2502.006906 = -205076.157548
  nChanged 55
		SP:Iteration 7Q (9731.900000 sec): 3 clusters
  Score: Raw -207624.539385 + Penalty 2502.006906 = -205122.532479
  nChanged 50
		SP:Iteration 8Q (9731.910000 sec): 3 clusters
  Score: Raw -207669.343995 + Penalty 2502.006906 = -205167.337088
  nChanged 47
		SP:Iteration 9Q (9731.910000 sec): 3 clusters
  Score: Raw -207718.122402 + Penalty 2502.006906 = -205216.115496
  nChanged 57
		SP:Iteration 10Q (9731.920000 sec): 3 clusters
  Score: Raw -207782.887749 + Penalty 2502.006906 = -205280.880843
  nChanged 52
		SP:Iteration 11Q (9731.920000 sec): 3 clusters
  Score: Raw -207866.868689 + Penalty 2502.006906 = -205364.861783
  nChanged 74
		SP:Iteration 12Q (9731.930000 sec): 3 clusters
  Score: Raw -207990.704134 + Penalty 2502.006906 = -205488.697228
  nChanged 91
		SP:Iteration 13Q (9731.930000 sec): 3 clusters
  Score: Raw -208109.830423 + Penalty 2502.006906 = -205607.823517
  nChanged 89
		SP:Iteration 14Q (9731.930000 sec): 3 clusters
  Score: Raw -208213.965376 + Penalty 2502.006906 = -205711.958470
  nChanged 85
		SP:Iteration 15Q (9731.940000 sec): 3 clusters
  Score: Raw -208308.125925 + Penalty 2502.006906 = -205806.119018
  nChanged 70
		SP:Iteration 16Q (9731.950000 sec): 3 clusters
  Score: Raw -208381.468005 + Penalty 2502.006906 = -205879.461099
  nChanged 57
		SP:Iteration 17Q (9731.950000 sec): 3 clusters
  Score: Raw -208440.712610 + Penalty 2502.006906 = -205938.705704
  nChanged 51
		SP:Iteration 18Q (9731.950000 sec): 3 clusters
  Score: Raw -208493.489611 + Penalty 2502.006906 = -205991.482705
  nChanged 45
		SP:Iteration 19Q (9731.960000 sec): 3 clusters
  Score: Raw -208538.038922 + Penalty 2502.006906 = -206036.032016
  nChanged 38
		SP:Iteration 20F (9731.960000 sec): 3 clusters
  Score: Raw -208571.152481 + Penalty 2502.006906 = -206069.145575
  nChanged 36
		SP:Iteration 21Q (9731.970000 sec): 3 clusters
  Score: Raw -208603.507543 + Penalty 2502.006906 = -206101.500637
  nChanged 24
		SP:Iteration 22Q (9731.970000 sec): 3 clusters
  Score: Raw -208620.390317 + Penalty 2502.006906 = -206118.383411
  nChanged 22
		SP:Iteration 23Q (9731.980000 sec): 3 clusters
  Score: Raw -208635.830219 + Penalty 2502.006906 = -206133.823312
  nChanged 20
		SP:Iteration 24Q (9731.980000 sec): 3 clusters
  Score: Raw -208650.693577 + Penalty 2502.006906 = -206148.686671
  nChanged 11
		SP:Iteration 25Q (9731.990000 sec): 3 clusters
  Score: Raw -208657.503037 + Penalty 2502.006906 = -206155.496131
  nChanged 6
		SP:Iteration 26Q (9731.990000 sec): 3 clusters
  Score: Raw -208661.850725 + Penalty 2502.006906 = -206159.843819
  nChanged 8
		SP:Iteration 27Q (9731.990000 sec): 3 clusters
  Score: Raw -208668.856527 + Penalty 2502.006906 = -206166.849620
  nChanged 11
		SP:Iteration 28Q (9732.000000 sec): 3 clusters
  Score: Raw -208679.301023 + Penalty 2502.006906 = -206177.294117
  nChanged 11
		SP:Iteration 29Q (9732.000000 sec): 3 clusters
  Score: Raw -208686.299765 + Penalty 2502.006906 = -206184.292859
  nChanged 11
		SP:Iteration 30Q (9732.010000 sec): 3 clusters
  Score: Raw -208694.082815 + Penalty 2502.006906 = -206192.075909
  nChanged 7
		SP:Iteration 31Q (9732.010000 sec): 3 clusters
  Score: Raw -208699.568056 + Penalty 2502.006906 = -206197.561149
  nChanged 3
		SP:Iteration 32Q (9732.010000 sec): 3 clusters
  Score: Raw -208700.904692 + Penalty 2502.006906 = -206198.897786
  nChanged 3
		SP:Iteration 33Q (9732.020000 sec): 3 clusters
  Score: Raw -208703.470080 + Penalty 2502.006906 = -206201.463174
  nChanged 2
		SP:Iteration 34Q (9732.020000 sec): 3 clusters
  Score: Raw -208704.501971 + Penalty 2502.006906 = -206202.495065
  nChanged 2
		SP:Iteration 35Q (9732.030000 sec): 3 clusters
  Score: Raw -208705.337696 + Penalty 2502.006906 = -206203.330790
  nChanged 4
		SP:Iteration 36Q (9732.030000 sec): 3 clusters
  Score: Raw -208707.382330 + Penalty 2502.006906 = -206205.375424
  nChanged 3
		SP:Iteration 37Q (9732.030000 sec): 3 clusters
  Score: Raw -208709.253948 + Penalty 2502.006906 = -206207.247042
  nChanged 2
		SP:Iteration 38Q (9732.040000 sec): 3 clusters
  Score: Raw -208710.366193 + Penalty 2502.006906 = -206208.359286
  nChanged 3
		SP:Iteration 39Q (9732.040000 sec): 3 clusters
  Score: Raw -208711.741678 + Penalty 2502.006906 = -206209.734772
  nChanged 3
		SP:Iteration 40F (9732.050000 sec): 3 clusters
  Score: Raw -208713.340010 + Penalty 2502.006906 = -206211.333104
  nChanged 1
		SP:Iteration 41Q (9732.050000 sec): 3 clusters
  Score: Raw -208714.111488 + Penalty 2502.006906 = -206212.104582
  nChanged 0
		SP:Iteration 42F (9732.050000 sec): 3 clusters
  Score: Raw -208714.111488 + Penalty 2502.006906 = -206212.104582
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9732.070000 sec): 2 clusters
  Score: Raw -400817.872826 + Penalty 1354.546589 = -399463.326238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9732.080000 sec): 3 clusters
  Score: Raw -398707.439612 + Penalty 2709.093177 = -395998.346434
  nChanged 1689
		SP:Iteration 1F (9732.090000 sec): 3 clusters
  Score: Raw -399835.503915 + Penalty 2709.093177 = -397126.410737
  nChanged 365
		SP:Iteration 2F (9732.100000 sec): 3 clusters
  Score: Raw -400141.557060 + Penalty 2709.093177 = -397432.463882
  nChanged 273
		SP:Iteration 3F (9732.110000 sec): 3 clusters
  Score: Raw -400371.862559 + Penalty 2709.093177 = -397662.769381
  nChanged 250
		SP:Iteration 4F (9732.120000 sec): 3 clusters
  Score: Raw -400588.866057 + Penalty 2709.093177 = -397879.772880
  nChanged 223
		SP:Iteration 5F (9732.130000 sec): 3 clusters
  Score: Raw -400764.902898 + Penalty 2709.093177 = -398055.809721
  nChanged 154
		SP:Iteration 6Q (9732.140000 sec): 3 clusters
  Score: Raw -400878.977827 + Penalty 2709.093177 = -398169.884650
  nChanged 131
		SP:Iteration 7Q (9732.150000 sec): 3 clusters
  Score: Raw -400973.942006 + Penalty 2709.093177 = -398264.848829
  nChanged 122
		SP:Iteration 8Q (9732.150000 sec): 3 clusters
  Score: Raw -401056.540575 + Penalty 2709.093177 = -398347.447397
  nChanged 112
		SP:Iteration 9Q (9732.170000 sec): 3 clusters
  Score: Raw -401130.494044 + Penalty 2709.093177 = -398421.400867
  nChanged 82
		SP:Iteration 10Q (9732.170000 sec): 3 clusters
  Score: Raw -401182.379760 + Penalty 2709.093177 = -398473.286583
  nChanged 76
		SP:Iteration 11Q (9732.180000 sec): 3 clusters
  Score: Raw -401223.062774 + Penalty 2709.093177 = -398513.969597
  nChanged 62
		SP:Iteration 12Q (9732.190000 sec): 3 clusters
  Score: Raw -401255.747098 + Penalty 2709.093177 = -398546.653921
  nChanged 51
		SP:Iteration 13Q (9732.200000 sec): 3 clusters
  Score: Raw -401284.234216 + Penalty 2709.093177 = -398575.141039
  nChanged 47
		SP:Iteration 14Q (9732.210000 sec): 3 clusters
  Score: Raw -401306.166628 + Penalty 2709.093177 = -398597.073450
  nChanged 35
		SP:Iteration 15Q (9732.220000 sec): 3 clusters
  Score: Raw -401324.420583 + Penalty 2709.093177 = -398615.327406
  nChanged 30
		SP:Iteration 16Q (9732.230000 sec): 3 clusters
  Score: Raw -401336.766034 + Penalty 2709.093177 = -398627.672857
  nChanged 16
		SP:Iteration 17Q (9732.230000 sec): 3 clusters
  Score: Raw -401341.675675 + Penalty 2709.093177 = -398632.582497
  nChanged 15
		SP:Iteration 18Q (9732.250000 sec): 3 clusters
  Score: Raw -401345.719434 + Penalty 2709.093177 = -398636.626257
  nChanged 7
		SP:Iteration 19Q (9732.250000 sec): 3 clusters
  Score: Raw -401347.300128 + Penalty 2709.093177 = -398638.206951
  nChanged 7
		SP:Iteration 20F (9732.260000 sec): 3 clusters
  Score: Raw -401349.742080 + Penalty 2709.093177 = -398640.648903
  nChanged 8
		SP:Iteration 21Q (9732.270000 sec): 3 clusters
  Score: Raw -401351.605523 + Penalty 2709.093177 = -398642.512346
  nChanged 3
		SP:Iteration 22Q (9732.280000 sec): 3 clusters
  Score: Raw -401352.455967 + Penalty 2709.093177 = -398643.362789
  nChanged 3
		SP:Iteration 23Q (9732.290000 sec): 3 clusters
  Score: Raw -401353.470401 + Penalty 2709.093177 = -398644.377223
  nChanged 4
		SP:Iteration 24Q (9732.300000 sec): 3 clusters
  Score: Raw -401354.126967 + Penalty 2709.093177 = -398645.033790
  nChanged 1
		SP:Iteration 25Q (9732.310000 sec): 3 clusters
  Score: Raw -401354.481149 + Penalty 2709.093177 = -398645.387972
  nChanged 1
		SP:Iteration 26Q (9732.310000 sec): 3 clusters
  Score: Raw -401354.699061 + Penalty 2709.093177 = -398645.605884
  nChanged 1
		SP:Iteration 27Q (9732.320000 sec): 3 clusters
  Score: Raw -401354.930243 + Penalty 2709.093177 = -398645.837066
  nChanged 1
		SP:Iteration 28Q (9732.330000 sec): 3 clusters
  Score: Raw -401355.039073 + Penalty 2709.093177 = -398645.945895
  nChanged 0
		SP:Iteration 29F (9732.340000 sec): 3 clusters
  Score: Raw -401355.039073 + Penalty 2709.093177 = -398645.945895
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (60943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9732.530000 sec): 2 clusters
  Score: Raw -6258390.875184 + Penalty 1790.375321 = -6256600.499864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9732.680000 sec): 3 clusters
  Score: Raw -6219585.365596 + Penalty 3580.750641 = -6216004.614955
  nChanged 28655
		SP:Iteration 1F (9732.830000 sec): 3 clusters
  Score: Raw -6235573.419776 + Penalty 3580.750641 = -6231992.669135
  nChanged 1972
		SP:Iteration 2Q (9732.990000 sec): 3 clusters
  Score: Raw -6236020.481817 + Penalty 3580.750641 = -6232439.731176
  nChanged 2061
		SP:Iteration 3Q (9733.150000 sec): 3 clusters
  Score: Raw -6236571.552424 + Penalty 3580.750641 = -6232990.801783
  nChanged 2333
		SP:Iteration 4Q (9733.300000 sec): 3 clusters
  Score: Raw -6237358.343948 + Penalty 3580.750641 = -6233777.593306
  nChanged 2854
		SP:Iteration 5Q (9733.460000 sec): 3 clusters
  Score: Raw -6238617.468723 + Penalty 3580.750641 = -6235036.718082
  nChanged 3659
		SP:Iteration 6F (9733.610000 sec): 3 clusters
  Score: Raw -6240792.457386 + Penalty 3580.750641 = -6237211.706745
  nChanged 4617
		SP:Iteration 7F (9733.760000 sec): 3 clusters
  Score: Raw -6244245.481074 + Penalty 3580.750641 = -6240664.730433
  nChanged 5109
		SP:Iteration 8F (9733.910000 sec): 3 clusters
  Score: Raw -6248784.138227 + Penalty 3580.750641 = -6245203.387586
  nChanged 4487
		SP:Iteration 9F (9734.060000 sec): 3 clusters
  Score: Raw -6253090.331886 + Penalty 3580.750641 = -6249509.581244
  nChanged 3082
		SP:Iteration 10F (9734.210000 sec): 3 clusters
  Score: Raw -6256053.819165 + Penalty 3580.750641 = -6252473.068524
  nChanged 1603
		SP:Iteration 11Q (9734.350000 sec): 3 clusters
  Score: Raw -6257552.624824 + Penalty 3580.750641 = -6253971.874183
  nChanged 658
		SP:Iteration 12Q (9734.470000 sec): 3 clusters
  Score: Raw -6258129.907210 + Penalty 3580.750641 = -6254549.156569
  nChanged 258
		SP:Iteration 13Q (9734.580000 sec): 3 clusters
  Score: Raw -6258334.144156 + Penalty 3580.750641 = -6254753.393515
  nChanged 108
		SP:Iteration 14Q (9734.690000 sec): 3 clusters
  Score: Raw -6258427.711965 + Penalty 3580.750641 = -6254846.961324
  nChanged 60
		SP:Iteration 15Q (9734.800000 sec): 3 clusters
  Score: Raw -6258482.958805 + Penalty 3580.750641 = -6254902.208164
  nChanged 30
		SP:Iteration 16Q (9734.910000 sec): 3 clusters
  Score: Raw -6258514.456185 + Penalty 3580.750641 = -6254933.705544
  nChanged 19
		SP:Iteration 17Q (9735.010000 sec): 3 clusters
  Score: Raw -6258536.329329 + Penalty 3580.750641 = -6254955.578688
  nChanged 12
		SP:Iteration 18Q (9735.110000 sec): 3 clusters
  Score: Raw -6258552.061794 + Penalty 3580.750641 = -6254971.311153
  nChanged 11
		SP:Iteration 19Q (9735.220000 sec): 3 clusters
  Score: Raw -6258561.989512 + Penalty 3580.750641 = -6254981.238871
  nChanged 6
		SP:Iteration 20F (9735.370000 sec): 3 clusters
  Score: Raw -6258570.066417 + Penalty 3580.750641 = -6254989.315776
  nChanged 6
		SP:Iteration 21Q (9735.470000 sec): 3 clusters
  Score: Raw -6258578.620790 + Penalty 3580.750641 = -6254997.870149
  nChanged 6
		SP:Iteration 22Q (9735.570000 sec): 3 clusters
  Score: Raw -6258586.171447 + Penalty 3580.750641 = -6255005.420806
  nChanged 6
		SP:Iteration 23Q (9735.680000 sec): 3 clusters
  Score: Raw -6258594.407168 + Penalty 3580.750641 = -6255013.656527
  nChanged 3
		SP:Iteration 24Q (9735.780000 sec): 3 clusters
  Score: Raw -6258598.986595 + Penalty 3580.750641 = -6255018.235954
  nChanged 6
		SP:Iteration 25Q (9735.890000 sec): 3 clusters
  Score: Raw -6258606.866988 + Penalty 3580.750641 = -6255026.116347
  nChanged 4
		SP:Iteration 26Q (9735.990000 sec): 3 clusters
  Score: Raw -6258610.372981 + Penalty 3580.750641 = -6255029.622340
  nChanged 3
		SP:Iteration 27Q (9736.090000 sec): 3 clusters
  Score: Raw -6258613.989739 + Penalty 3580.750641 = -6255033.239098
  nChanged 2
		SP:Iteration 28Q (9736.200000 sec): 3 clusters
  Score: Raw -6258616.611185 + Penalty 3580.750641 = -6255035.860544
  nChanged 1
		SP:Iteration 29Q (9736.300000 sec): 3 clusters
  Score: Raw -6258617.969669 + Penalty 3580.750641 = -6255037.219028
  nChanged 1
		SP:Iteration 30Q (9736.400000 sec): 3 clusters
  Score: Raw -6258619.918265 + Penalty 3580.750641 = -6255039.167624
  nChanged 0
		SP:Iteration 31F (9736.550000 sec): 3 clusters
  Score: Raw -6258619.918265 + Penalty 3580.750641 = -6255039.167624
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9736.590000 sec): 2 clusters
  Score: Raw -125669.147624 + Penalty 1174.377103 = -124494.770521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9736.590000 sec): 3 clusters
  Score: Raw -125129.992147 + Penalty 2348.754206 = -122781.237941
  nChanged 456
		SP:Iteration 1F (9736.600000 sec): 3 clusters
  Score: Raw -125449.436023 + Penalty 2348.754206 = -123100.681817
  nChanged 106
		SP:Iteration 2F (9736.600000 sec): 3 clusters
  Score: Raw -125562.923527 + Penalty 2348.754206 = -123214.169321
  nChanged 76
		SP:Iteration 3F (9736.600000 sec): 3 clusters
  Score: Raw -125650.991916 + Penalty 2348.754206 = -123302.237710
  nChanged 67
		SP:Iteration 4Q (9736.610000 sec): 3 clusters
  Score: Raw -125708.601882 + Penalty 2348.754206 = -123359.847676
  nChanged 37
		SP:Iteration 5Q (9736.610000 sec): 3 clusters
  Score: Raw -125742.796787 + Penalty 2348.754206 = -123394.042581
  nChanged 34
		SP:Iteration 6Q (9736.610000 sec): 3 clusters
  Score: Raw -125772.883792 + Penalty 2348.754206 = -123424.129586
  nChanged 32
		SP:Iteration 7Q (9736.620000 sec): 3 clusters
  Score: Raw -125800.372051 + Penalty 2348.754206 = -123451.617845
  nChanged 30
		SP:Iteration 8Q (9736.620000 sec): 3 clusters
  Score: Raw -125825.846764 + Penalty 2348.754206 = -123477.092558
  nChanged 24
		SP:Iteration 9Q (9736.620000 sec): 3 clusters
  Score: Raw -125848.701300 + Penalty 2348.754206 = -123499.947094
  nChanged 14
		SP:Iteration 10Q (9736.630000 sec): 3 clusters
  Score: Raw -125862.390577 + Penalty 2348.754206 = -123513.636371
  nChanged 13
		SP:Iteration 11Q (9736.630000 sec): 3 clusters
  Score: Raw -125870.826440 + Penalty 2348.754206 = -123522.072234
  nChanged 9
		SP:Iteration 12Q (9736.630000 sec): 3 clusters
  Score: Raw -125875.550802 + Penalty 2348.754206 = -123526.796596
  nChanged 8
		SP:Iteration 13Q (9736.630000 sec): 3 clusters
  Score: Raw -125882.204873 + Penalty 2348.754206 = -123533.450667
  nChanged 10
		SP:Iteration 14Q (9736.640000 sec): 3 clusters
  Score: Raw -125890.145769 + Penalty 2348.754206 = -123541.391563
  nChanged 10
		SP:Iteration 15Q (9736.640000 sec): 3 clusters
  Score: Raw -125897.087156 + Penalty 2348.754206 = -123548.332950
  nChanged 9
		SP:Iteration 16Q (9736.640000 sec): 3 clusters
  Score: Raw -125902.794267 + Penalty 2348.754206 = -123554.040061
  nChanged 8
		SP:Iteration 17Q (9736.650000 sec): 3 clusters
  Score: Raw -125909.735410 + Penalty 2348.754206 = -123560.981204
  nChanged 6
		SP:Iteration 18Q (9736.650000 sec): 3 clusters
  Score: Raw -125916.250960 + Penalty 2348.754206 = -123567.496754
  nChanged 9
		SP:Iteration 19Q (9736.650000 sec): 3 clusters
  Score: Raw -125923.973673 + Penalty 2348.754206 = -123575.219467
  nChanged 8
		SP:Iteration 20F (9736.660000 sec): 3 clusters
  Score: Raw -125931.001048 + Penalty 2348.754206 = -123582.246842
  nChanged 11
		SP:Iteration 21Q (9736.660000 sec): 3 clusters
  Score: Raw -125942.744395 + Penalty 2348.754206 = -123593.990189
  nChanged 10
		SP:Iteration 22Q (9736.660000 sec): 3 clusters
  Score: Raw -125952.039443 + Penalty 2348.754206 = -123603.285237
  nChanged 11
		SP:Iteration 23Q (9736.670000 sec): 3 clusters
  Score: Raw -125962.760225 + Penalty 2348.754206 = -123614.006019
  nChanged 14
		SP:Iteration 24Q (9736.670000 sec): 3 clusters
  Score: Raw -125976.195700 + Penalty 2348.754206 = -123627.441494
  nChanged 10
		SP:Iteration 25Q (9736.670000 sec): 3 clusters
  Score: Raw -125983.640700 + Penalty 2348.754206 = -123634.886494
  nChanged 7
		SP:Iteration 26Q (9736.670000 sec): 3 clusters
  Score: Raw -125989.595663 + Penalty 2348.754206 = -123640.841457
  nChanged 6
		SP:Iteration 27Q (9736.680000 sec): 3 clusters
  Score: Raw -125993.985280 + Penalty 2348.754206 = -123645.231074
  nChanged 4
		SP:Iteration 28Q (9736.680000 sec): 3 clusters
  Score: Raw -125996.676032 + Penalty 2348.754206 = -123647.921826
  nChanged 3
		SP:Iteration 29Q (9736.680000 sec): 3 clusters
  Score: Raw -125998.749279 + Penalty 2348.754206 = -123649.995073
  nChanged 1
		SP:Iteration 30Q (9736.690000 sec): 3 clusters
  Score: Raw -125999.089710 + Penalty 2348.754206 = -123650.335504
  nChanged 1
		SP:Iteration 31Q (9736.690000 sec): 3 clusters
  Score: Raw -125999.329709 + Penalty 2348.754206 = -123650.575503
  nChanged 0
		SP:Iteration 32F (9736.690000 sec): 3 clusters
  Score: Raw -125999.329709 + Penalty 2348.754206 = -123650.575503
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9736.700000 sec): 2 clusters
  Score: Raw -256544.710110 + Penalty 1285.768757 = -255258.941353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9736.710000 sec): 3 clusters
  Score: Raw -255289.184764 + Penalty 2571.537514 = -252717.647250
  nChanged 1009
		SP:Iteration 1F (9736.720000 sec): 3 clusters
  Score: Raw -255952.112784 + Penalty 2571.537514 = -253380.575270
  nChanged 217
		SP:Iteration 2F (9736.720000 sec): 3 clusters
  Score: Raw -256130.708862 + Penalty 2571.537514 = -253559.171348
  nChanged 166
		SP:Iteration 3F (9736.730000 sec): 3 clusters
  Score: Raw -256301.273023 + Penalty 2571.537514 = -253729.735508
  nChanged 158
		SP:Iteration 4F (9736.730000 sec): 3 clusters
  Score: Raw -256450.775627 + Penalty 2571.537514 = -253879.238113
  nChanged 145
		SP:Iteration 5F (9736.740000 sec): 3 clusters
  Score: Raw -256601.216240 + Penalty 2571.537514 = -254029.678725
  nChanged 125
		SP:Iteration 6Q (9736.750000 sec): 3 clusters
  Score: Raw -256720.482806 + Penalty 2571.537514 = -254148.945292
  nChanged 115
		SP:Iteration 7Q (9736.750000 sec): 3 clusters
  Score: Raw -256834.186715 + Penalty 2571.537514 = -254262.649200
  nChanged 116
		SP:Iteration 8Q (9736.760000 sec): 3 clusters
  Score: Raw -256937.152779 + Penalty 2571.537514 = -254365.615264
  nChanged 90
		SP:Iteration 9Q (9736.770000 sec): 3 clusters
  Score: Raw -257011.812773 + Penalty 2571.537514 = -254440.275259
  nChanged 77
		SP:Iteration 10Q (9736.770000 sec): 3 clusters
  Score: Raw -257085.969823 + Penalty 2571.537514 = -254514.432308
  nChanged 63
		SP:Iteration 11Q (9736.780000 sec): 3 clusters
  Score: Raw -257145.511462 + Penalty 2571.537514 = -254573.973947
  nChanged 58
		SP:Iteration 12Q (9736.790000 sec): 3 clusters
  Score: Raw -257198.962690 + Penalty 2571.537514 = -254627.425175
  nChanged 52
		SP:Iteration 13Q (9736.790000 sec): 3 clusters
  Score: Raw -257259.727996 + Penalty 2571.537514 = -254688.190482
  nChanged 59
		SP:Iteration 14Q (9736.790000 sec): 3 clusters
  Score: Raw -257337.847788 + Penalty 2571.537514 = -254766.310273
  nChanged 55
		SP:Iteration 15Q (9736.800000 sec): 3 clusters
  Score: Raw -257396.689161 + Penalty 2571.537514 = -254825.151646
  nChanged 41
		SP:Iteration 16Q (9736.810000 sec): 3 clusters
  Score: Raw -257430.602580 + Penalty 2571.537514 = -254859.065065
  nChanged 38
		SP:Iteration 17Q (9736.810000 sec): 3 clusters
  Score: Raw -257475.327718 + Penalty 2571.537514 = -254903.790204
  nChanged 42
		SP:Iteration 18Q (9736.820000 sec): 3 clusters
  Score: Raw -257516.771274 + Penalty 2571.537514 = -254945.233760
  nChanged 39
		SP:Iteration 19Q (9736.830000 sec): 3 clusters
  Score: Raw -257550.875938 + Penalty 2571.537514 = -254979.338424
  nChanged 32
		SP:Iteration 20F (9736.830000 sec): 3 clusters
  Score: Raw -257570.996631 + Penalty 2571.537514 = -254999.459117
  nChanged 26
		SP:Iteration 21Q (9736.840000 sec): 3 clusters
  Score: Raw -257594.503999 + Penalty 2571.537514 = -255022.966485
  nChanged 24
		SP:Iteration 22Q (9736.840000 sec): 3 clusters
  Score: Raw -257610.406538 + Penalty 2571.537514 = -255038.869024
  nChanged 11
		SP:Iteration 23Q (9736.850000 sec): 3 clusters
  Score: Raw -257618.452571 + Penalty 2571.537514 = -255046.915056
  nChanged 9
		SP:Iteration 24Q (9736.850000 sec): 3 clusters
  Score: Raw -257623.286092 + Penalty 2571.537514 = -255051.748578
  nChanged 9
		SP:Iteration 25Q (9736.860000 sec): 3 clusters
  Score: Raw -257626.953951 + Penalty 2571.537514 = -255055.416437
  nChanged 7
		SP:Iteration 26Q (9736.870000 sec): 3 clusters
  Score: Raw -257631.215246 + Penalty 2571.537514 = -255059.677731
  nChanged 5
		SP:Iteration 27Q (9736.870000 sec): 3 clusters
  Score: Raw -257633.490301 + Penalty 2571.537514 = -255061.952787
  nChanged 4
		SP:Iteration 28Q (9736.870000 sec): 3 clusters
  Score: Raw -257637.177971 + Penalty 2571.537514 = -255065.640456
  nChanged 7
		SP:Iteration 29Q (9736.880000 sec): 3 clusters
  Score: Raw -257641.382954 + Penalty 2571.537514 = -255069.845439
  nChanged 8
		SP:Iteration 30Q (9736.890000 sec): 3 clusters
  Score: Raw -257646.585380 + Penalty 2571.537514 = -255075.047866
  nChanged 5
		SP:Iteration 31Q (9736.890000 sec): 3 clusters
  Score: Raw -257649.918311 + Penalty 2571.537514 = -255078.380797
  nChanged 7
		SP:Iteration 32Q (9736.900000 sec): 3 clusters
  Score: Raw -257655.807008 + Penalty 2571.537514 = -255084.269493
  nChanged 7
		SP:Iteration 33Q (9736.900000 sec): 3 clusters
  Score: Raw -257660.191685 + Penalty 2571.537514 = -255088.654170
  nChanged 10
		SP:Iteration 34Q (9736.910000 sec): 3 clusters
  Score: Raw -257667.710716 + Penalty 2571.537514 = -255096.173202
  nChanged 12
		SP:Iteration 35Q (9736.910000 sec): 3 clusters
  Score: Raw -257675.265257 + Penalty 2571.537514 = -255103.727742
  nChanged 9
		SP:Iteration 36Q (9736.920000 sec): 3 clusters
  Score: Raw -257681.414586 + Penalty 2571.537514 = -255109.877072
  nChanged 7
		SP:Iteration 37Q (9736.930000 sec): 3 clusters
  Score: Raw -257684.630160 + Penalty 2571.537514 = -255113.092645
  nChanged 8
		SP:Iteration 38Q (9736.930000 sec): 3 clusters
  Score: Raw -257689.753615 + Penalty 2571.537514 = -255118.216100
  nChanged 11
		SP:Iteration 39Q (9736.930000 sec): 3 clusters
  Score: Raw -257696.646660 + Penalty 2571.537514 = -255125.109146
  nChanged 10
		SP:Iteration 40F (9736.940000 sec): 3 clusters
  Score: Raw -257700.724512 + Penalty 2571.537514 = -255129.186997
  nChanged 3
		SP:Iteration 41Q (9736.950000 sec): 3 clusters
  Score: Raw -257702.770459 + Penalty 2571.537514 = -255131.232944
  nChanged 4
		SP:Iteration 42Q (9736.950000 sec): 3 clusters
  Score: Raw -257704.969561 + Penalty 2571.537514 = -255133.432046
  nChanged 3
		SP:Iteration 43Q (9736.960000 sec): 3 clusters
  Score: Raw -257707.004959 + Penalty 2571.537514 = -255135.467445
  nChanged 4
		SP:Iteration 44Q (9736.960000 sec): 3 clusters
  Score: Raw -257710.746159 + Penalty 2571.537514 = -255139.208644
  nChanged 9
		SP:Iteration 45Q (9736.970000 sec): 3 clusters
  Score: Raw -257721.318079 + Penalty 2571.537514 = -255149.780565
  nChanged 11
		SP:Iteration 46Q (9736.970000 sec): 3 clusters
  Score: Raw -257733.926328 + Penalty 2571.537514 = -255162.388814
  nChanged 12
		SP:Iteration 47Q (9736.980000 sec): 3 clusters
  Score: Raw -257752.950636 + Penalty 2571.537514 = -255181.413121
  nChanged 17
		SP:Iteration 48Q (9736.980000 sec): 3 clusters
  Score: Raw -257769.597076 + Penalty 2571.537514 = -255198.059562
  nChanged 14
		SP:Iteration 49Q (9736.990000 sec): 3 clusters
  Score: Raw -257783.950382 + Penalty 2571.537514 = -255212.412867
  nChanged 8
		SP:Iteration 50Q (9736.990000 sec): 3 clusters
  Score: Raw -257787.665700 + Penalty 2571.537514 = -255216.128185
  nChanged 3
		SP:Iteration 51Q (9737.000000 sec): 3 clusters
  Score: Raw -257788.736814 + Penalty 2571.537514 = -255217.199300
  nChanged 2
		SP:Iteration 52Q (9737.000000 sec): 3 clusters
  Score: Raw -257789.556358 + Penalty 2571.537514 = -255218.018844
  nChanged 1
		SP:Iteration 53Q (9737.010000 sec): 3 clusters
  Score: Raw -257790.056469 + Penalty 2571.537514 = -255218.518955
  nChanged 0
		SP:Iteration 54F (9737.010000 sec): 3 clusters
  Score: Raw -257790.056469 + Penalty 2571.537514 = -255218.518955
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9737.020000 sec): 2 clusters
  Score: Raw -179285.815515 + Penalty 1249.745764 = -178036.069751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9737.030000 sec): 3 clusters
  Score: Raw -178352.940228 + Penalty 2499.491528 = -175853.448700
  nChanged 812
		SP:Iteration 1F (9737.030000 sec): 3 clusters
  Score: Raw -178971.950493 + Penalty 2499.491528 = -176472.458965
  nChanged 201
		SP:Iteration 2F (9737.040000 sec): 3 clusters
  Score: Raw -179158.113875 + Penalty 2499.491528 = -176658.622347
  nChanged 126
		SP:Iteration 3F (9737.040000 sec): 3 clusters
  Score: Raw -179312.349536 + Penalty 2499.491528 = -176812.858008
  nChanged 122
		SP:Iteration 4F (9737.050000 sec): 3 clusters
  Score: Raw -179439.301044 + Penalty 2499.491528 = -176939.809516
  nChanged 104
		SP:Iteration 5Q (9737.050000 sec): 3 clusters
  Score: Raw -179539.935308 + Penalty 2499.491528 = -177040.443780
  nChanged 91
		SP:Iteration 6Q (9737.060000 sec): 3 clusters
  Score: Raw -179627.629934 + Penalty 2499.491528 = -177128.138406
  nChanged 69
		SP:Iteration 7Q (9737.060000 sec): 3 clusters
  Score: Raw -179686.596028 + Penalty 2499.491528 = -177187.104500
  nChanged 52
		SP:Iteration 8Q (9737.070000 sec): 3 clusters
  Score: Raw -179726.606211 + Penalty 2499.491528 = -177227.114683
  nChanged 41
		SP:Iteration 9Q (9737.070000 sec): 3 clusters
  Score: Raw -179756.813294 + Penalty 2499.491528 = -177257.321766
  nChanged 49
		SP:Iteration 10Q (9737.080000 sec): 3 clusters
  Score: Raw -179787.110601 + Penalty 2499.491528 = -177287.619072
  nChanged 34
		SP:Iteration 11Q (9737.080000 sec): 3 clusters
  Score: Raw -179814.864587 + Penalty 2499.491528 = -177315.373059
  nChanged 32
		SP:Iteration 12Q (9737.090000 sec): 3 clusters
  Score: Raw -179839.796485 + Penalty 2499.491528 = -177340.304957
  nChanged 22
		SP:Iteration 13Q (9737.090000 sec): 3 clusters
  Score: Raw -179853.938002 + Penalty 2499.491528 = -177354.446474
  nChanged 16
		SP:Iteration 14Q (9737.100000 sec): 3 clusters
  Score: Raw -179860.745923 + Penalty 2499.491528 = -177361.254395
  nChanged 9
		SP:Iteration 15Q (9737.100000 sec): 3 clusters
  Score: Raw -179864.565056 + Penalty 2499.491528 = -177365.073528
  nChanged 7
		SP:Iteration 16Q (9737.110000 sec): 3 clusters
  Score: Raw -179866.941502 + Penalty 2499.491528 = -177367.449974
  nChanged 7
		SP:Iteration 17Q (9737.110000 sec): 3 clusters
  Score: Raw -179871.350958 + Penalty 2499.491528 = -177371.859430
  nChanged 11
		SP:Iteration 18Q (9737.110000 sec): 3 clusters
  Score: Raw -179877.787205 + Penalty 2499.491528 = -177378.295677
  nChanged 5
		SP:Iteration 19Q (9737.120000 sec): 3 clusters
  Score: Raw -179880.907621 + Penalty 2499.491528 = -177381.416093
  nChanged 3
		SP:Iteration 20F (9737.130000 sec): 3 clusters
  Score: Raw -179882.582316 + Penalty 2499.491528 = -177383.090788
  nChanged 3
		SP:Iteration 21Q (9737.130000 sec): 3 clusters
  Score: Raw -179883.909986 + Penalty 2499.491528 = -177384.418458
  nChanged 2
		SP:Iteration 22Q (9737.130000 sec): 3 clusters
  Score: Raw -179884.307010 + Penalty 2499.491528 = -177384.815481
  nChanged 1
		SP:Iteration 23Q (9737.140000 sec): 3 clusters
  Score: Raw -179884.439714 + Penalty 2499.491528 = -177384.948186
  nChanged 0
		SP:Iteration 24F (9737.150000 sec): 3 clusters
  Score: Raw -179884.439714 + Penalty 2499.491528 = -177384.948186
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9737.150000 sec): 2 clusters
  Score: Raw -177812.714251 + Penalty 1231.282314 = -176581.431937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9737.160000 sec): 3 clusters
  Score: Raw -176944.603926 + Penalty 2462.564628 = -174482.039298
  nChanged 701
		SP:Iteration 1F (9737.160000 sec): 3 clusters
  Score: Raw -177435.513638 + Penalty 2462.564628 = -174972.949011
  nChanged 182
		SP:Iteration 2F (9737.170000 sec): 3 clusters
  Score: Raw -177581.816888 + Penalty 2462.564628 = -175119.252260
  nChanged 107
		SP:Iteration 3F (9737.170000 sec): 3 clusters
  Score: Raw -177671.322722 + Penalty 2462.564628 = -175208.758094
  nChanged 87
		SP:Iteration 4Q (9737.170000 sec): 3 clusters
  Score: Raw -177751.135971 + Penalty 2462.564628 = -175288.571343
  nChanged 76
		SP:Iteration 5Q (9737.170000 sec): 3 clusters
  Score: Raw -177823.905384 + Penalty 2462.564628 = -175361.340756
  nChanged 68
		SP:Iteration 6Q (9737.180000 sec): 3 clusters
  Score: Raw -177891.527695 + Penalty 2462.564628 = -175428.963067
  nChanged 66
		SP:Iteration 7Q (9737.180000 sec): 3 clusters
  Score: Raw -177949.202166 + Penalty 2462.564628 = -175486.637539
  nChanged 41
		SP:Iteration 8Q (9737.190000 sec): 3 clusters
  Score: Raw -177989.245404 + Penalty 2462.564628 = -175526.680776
  nChanged 40
		SP:Iteration 9Q (9737.190000 sec): 3 clusters
  Score: Raw -178014.890122 + Penalty 2462.564628 = -175552.325495
  nChanged 32
		SP:Iteration 10Q (9737.200000 sec): 3 clusters
  Score: Raw -178040.855398 + Penalty 2462.564628 = -175578.290771
  nChanged 27
		SP:Iteration 11Q (9737.200000 sec): 3 clusters
  Score: Raw -178063.298336 + Penalty 2462.564628 = -175600.733709
  nChanged 24
		SP:Iteration 12Q (9737.210000 sec): 3 clusters
  Score: Raw -178078.033001 + Penalty 2462.564628 = -175615.468374
  nChanged 18
		SP:Iteration 13Q (9737.210000 sec): 3 clusters
  Score: Raw -178090.272390 + Penalty 2462.564628 = -175627.707763
  nChanged 19
		SP:Iteration 14Q (9737.210000 sec): 3 clusters
  Score: Raw -178104.053078 + Penalty 2462.564628 = -175641.488450
  nChanged 15
		SP:Iteration 15Q (9737.220000 sec): 3 clusters
  Score: Raw -178112.225273 + Penalty 2462.564628 = -175649.660646
  nChanged 11
		SP:Iteration 16Q (9737.220000 sec): 3 clusters
  Score: Raw -178118.544247 + Penalty 2462.564628 = -175655.979619
  nChanged 9
		SP:Iteration 17Q (9737.230000 sec): 3 clusters
  Score: Raw -178124.280577 + Penalty 2462.564628 = -175661.715950
  nChanged 4
		SP:Iteration 18Q (9737.230000 sec): 3 clusters
  Score: Raw -178129.184005 + Penalty 2462.564628 = -175666.619378
  nChanged 8
		SP:Iteration 19Q (9737.230000 sec): 3 clusters
  Score: Raw -178134.929715 + Penalty 2462.564628 = -175672.365088
  nChanged 11
		SP:Iteration 20F (9737.240000 sec): 3 clusters
  Score: Raw -178140.547031 + Penalty 2462.564628 = -175677.982404
  nChanged 6
		SP:Iteration 21Q (9737.250000 sec): 3 clusters
  Score: Raw -178142.805995 + Penalty 2462.564628 = -175680.241368
  nChanged 2
		SP:Iteration 22Q (9737.250000 sec): 3 clusters
  Score: Raw -178143.285594 + Penalty 2462.564628 = -175680.720967
  nChanged 1
		SP:Iteration 23Q (9737.250000 sec): 3 clusters
  Score: Raw -178143.857425 + Penalty 2462.564628 = -175681.292798
  nChanged 2
		SP:Iteration 24Q (9737.260000 sec): 3 clusters
  Score: Raw -178144.444213 + Penalty 2462.564628 = -175681.879586
  nChanged 1
		SP:Iteration 25Q (9737.260000 sec): 3 clusters
  Score: Raw -178144.680475 + Penalty 2462.564628 = -175682.115848
  nChanged 0
		SP:Iteration 26F (9737.270000 sec): 3 clusters
  Score: Raw -178144.680475 + Penalty 2462.564628 = -175682.115848
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 96 (55466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9737.440000 sec): 2 clusters
  Score: Raw -5622473.183551 + Penalty 1775.072894 = -5620698.110657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9737.580000 sec): 3 clusters
  Score: Raw -5587014.442533 + Penalty 3550.145787 = -5583464.296746
  nChanged 26189
		SP:Iteration 1F (9737.720000 sec): 3 clusters
  Score: Raw -5601882.566651 + Penalty 3550.145787 = -5598332.420864
  nChanged 2057
		SP:Iteration 2Q (9737.860000 sec): 3 clusters
  Score: Raw -5602493.332964 + Penalty 3550.145787 = -5598943.187176
  nChanged 2180
		SP:Iteration 3Q (9738.000000 sec): 3 clusters
  Score: Raw -5603235.448981 + Penalty 3550.145787 = -5599685.303193
  nChanged 2418
		SP:Iteration 4Q (9738.150000 sec): 3 clusters
  Score: Raw -5604246.219379 + Penalty 3550.145787 = -5600696.073592
  nChanged 2777
		SP:Iteration 5F (9738.280000 sec): 3 clusters
  Score: Raw -5605606.307509 + Penalty 3550.145787 = -5602056.161722
  nChanged 3103
		SP:Iteration 6F (9738.420000 sec): 3 clusters
  Score: Raw -5607423.914019 + Penalty 3550.145787 = -5603873.768231
  nChanged 3560
		SP:Iteration 7F (9738.560000 sec): 3 clusters
  Score: Raw -5609838.019062 + Penalty 3550.145787 = -5606287.873274
  nChanged 3713
		SP:Iteration 8F (9738.700000 sec): 3 clusters
  Score: Raw -5612710.207181 + Penalty 3550.145787 = -5609160.061394
  nChanged 3441
		SP:Iteration 9F (9738.840000 sec): 3 clusters
  Score: Raw -5615507.530201 + Penalty 3550.145787 = -5611957.384413
  nChanged 2743
		SP:Iteration 10Q (9738.980000 sec): 3 clusters
  Score: Raw -5617723.509267 + Penalty 3550.145787 = -5614173.363480
  nChanged 2071
		SP:Iteration 11Q (9739.100000 sec): 3 clusters
  Score: Raw -5619356.449881 + Penalty 3550.145787 = -5615806.304094
  nChanged 1532
		SP:Iteration 12Q (9739.230000 sec): 3 clusters
  Score: Raw -5620518.086731 + Penalty 3550.145787 = -5616967.940944
  nChanged 1170
		SP:Iteration 13Q (9739.350000 sec): 3 clusters
  Score: Raw -5621367.678040 + Penalty 3550.145787 = -5617817.532252
  nChanged 876
		SP:Iteration 14Q (9739.460000 sec): 3 clusters
  Score: Raw -5621949.938752 + Penalty 3550.145787 = -5618399.792965
  nChanged 674
		SP:Iteration 15Q (9739.580000 sec): 3 clusters
  Score: Raw -5622390.910547 + Penalty 3550.145787 = -5618840.764760
  nChanged 508
		SP:Iteration 16Q (9739.680000 sec): 3 clusters
  Score: Raw -5622718.301174 + Penalty 3550.145787 = -5619168.155386
  nChanged 402
		SP:Iteration 17Q (9739.790000 sec): 3 clusters
  Score: Raw -5622954.166109 + Penalty 3550.145787 = -5619404.020321
  nChanged 295
		SP:Iteration 18Q (9739.900000 sec): 3 clusters
  Score: Raw -5623106.025961 + Penalty 3550.145787 = -5619555.880174
  nChanged 236
		SP:Iteration 19Q (9740.000000 sec): 3 clusters
  Score: Raw -5623213.514593 + Penalty 3550.145787 = -5619663.368806
  nChanged 162
		SP:Iteration 20F (9740.140000 sec): 3 clusters
  Score: Raw -5623268.523788 + Penalty 3550.145787 = -5619718.378001
  nChanged 118
		SP:Iteration 21Q (9740.240000 sec): 3 clusters
  Score: Raw -5623308.435902 + Penalty 3550.145787 = -5619758.290115
  nChanged 113
		SP:Iteration 22Q (9740.340000 sec): 3 clusters
  Score: Raw -5623340.975344 + Penalty 3550.145787 = -5619790.829557
  nChanged 97
		SP:Iteration 23Q (9740.440000 sec): 3 clusters
  Score: Raw -5623370.003138 + Penalty 3550.145787 = -5619819.857351
  nChanged 76
		SP:Iteration 24Q (9740.540000 sec): 3 clusters
  Score: Raw -5623392.696058 + Penalty 3550.145787 = -5619842.550271
  nChanged 76
		SP:Iteration 25Q (9740.640000 sec): 3 clusters
  Score: Raw -5623415.704392 + Penalty 3550.145787 = -5619865.558605
  nChanged 61
		SP:Iteration 26Q (9740.740000 sec): 3 clusters
  Score: Raw -5623431.942921 + Penalty 3550.145787 = -5619881.797134
  nChanged 53
		SP:Iteration 27Q (9740.840000 sec): 3 clusters
  Score: Raw -5623448.485091 + Penalty 3550.145787 = -5619898.339304
  nChanged 50
		SP:Iteration 28Q (9740.940000 sec): 3 clusters
  Score: Raw -5623461.353778 + Penalty 3550.145787 = -5619911.207991
  nChanged 42
		SP:Iteration 29Q (9741.040000 sec): 3 clusters
  Score: Raw -5623473.629262 + Penalty 3550.145787 = -5619923.483474
  nChanged 38
		SP:Iteration 30Q (9741.140000 sec): 3 clusters
  Score: Raw -5623485.792454 + Penalty 3550.145787 = -5619935.646667
  nChanged 33
		SP:Iteration 31Q (9741.240000 sec): 3 clusters
  Score: Raw -5623494.216291 + Penalty 3550.145787 = -5619944.070504
  nChanged 32
		SP:Iteration 32Q (9741.340000 sec): 3 clusters
  Score: Raw -5623501.888244 + Penalty 3550.145787 = -5619951.742456
  nChanged 28
		SP:Iteration 33Q (9741.440000 sec): 3 clusters
  Score: Raw -5623507.407165 + Penalty 3550.145787 = -5619957.261378
  nChanged 18
		SP:Iteration 34Q (9741.530000 sec): 3 clusters
  Score: Raw -5623510.568803 + Penalty 3550.145787 = -5619960.423015
  nChanged 9
		SP:Iteration 35Q (9741.630000 sec): 3 clusters
  Score: Raw -5623512.165196 + Penalty 3550.145787 = -5619962.019409
  nChanged 12
		SP:Iteration 36Q (9741.730000 sec): 3 clusters
  Score: Raw -5623513.990445 + Penalty 3550.145787 = -5619963.844658
  nChanged 10
		SP:Iteration 37Q (9741.830000 sec): 3 clusters
  Score: Raw -5623515.760529 + Penalty 3550.145787 = -5619965.614742
  nChanged 9
		SP:Iteration 38Q (9741.920000 sec): 3 clusters
  Score: Raw -5623517.832390 + Penalty 3550.145787 = -5619967.686602
  nChanged 10
		SP:Iteration 39Q (9742.020000 sec): 3 clusters
  Score: Raw -5623519.729168 + Penalty 3550.145787 = -5619969.583380
  nChanged 7
		SP:Iteration 40F (9742.160000 sec): 3 clusters
  Score: Raw -5623521.071166 + Penalty 3550.145787 = -5619970.925379
  nChanged 6
		SP:Iteration 41Q (9742.250000 sec): 3 clusters
  Score: Raw -5623522.471779 + Penalty 3550.145787 = -5619972.325992
  nChanged 11
		SP:Iteration 42Q (9742.350000 sec): 3 clusters
  Score: Raw -5623524.777374 + Penalty 3550.145787 = -5619974.631586
  nChanged 10
		SP:Iteration 43Q (9742.450000 sec): 3 clusters
  Score: Raw -5623526.865682 + Penalty 3550.145787 = -5619976.719895
  nChanged 13
		SP:Iteration 44Q (9742.540000 sec): 3 clusters
  Score: Raw -5623528.911906 + Penalty 3550.145787 = -5619978.766119
  nChanged 7
		SP:Iteration 45Q (9742.640000 sec): 3 clusters
  Score: Raw -5623529.948803 + Penalty 3550.145787 = -5619979.803015
  nChanged 4
		SP:Iteration 46Q (9742.740000 sec): 3 clusters
  Score: Raw -5623530.638098 + Penalty 3550.145787 = -5619980.492311
  nChanged 2
		SP:Iteration 47Q (9742.840000 sec): 3 clusters
  Score: Raw -5623531.087221 + Penalty 3550.145787 = -5619980.941433
  nChanged 3
		SP:Iteration 48Q (9742.930000 sec): 3 clusters
  Score: Raw -5623531.328516 + Penalty 3550.145787 = -5619981.182729
  nChanged 1
		SP:Iteration 49Q (9743.030000 sec): 3 clusters
  Score: Raw -5623531.418465 + Penalty 3550.145787 = -5619981.272678
  nChanged 1
		SP:Iteration 50Q (9743.130000 sec): 3 clusters
  Score: Raw -5623531.624488 + Penalty 3550.145787 = -5619981.478701
  nChanged 2
		SP:Iteration 51Q (9743.220000 sec): 3 clusters
  Score: Raw -5623531.828552 + Penalty 3550.145787 = -5619981.682765
  nChanged 0
		SP:Iteration 52F (9743.360000 sec): 3 clusters
  Score: Raw -5623531.828552 + Penalty 3550.145787 = -5619981.682765
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 97 (116292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9743.680000 sec): 2 clusters
  Score: Raw -11956424.949505 + Penalty 1895.377177 = -11954529.572329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9743.980000 sec): 3 clusters
  Score: Raw -11880477.165934 + Penalty 3790.754353 = -11876686.411581
  nChanged 56071
		SP:Iteration 1F (9744.270000 sec): 3 clusters
  Score: Raw -11914169.057846 + Penalty 3790.754353 = -11910378.303492
  nChanged 5341
		SP:Iteration 2Q (9744.580000 sec): 3 clusters
  Score: Raw -11916510.874901 + Penalty 3790.754353 = -11912720.120548
  nChanged 6796
		SP:Iteration 3F (9744.880000 sec): 3 clusters
  Score: Raw -11920166.144203 + Penalty 3790.754353 = -11916375.389850
  nChanged 7921
		SP:Iteration 4F (9745.170000 sec): 3 clusters
  Score: Raw -11924857.226988 + Penalty 3790.754353 = -11921066.472635
  nChanged 8038
		SP:Iteration 5F (9745.460000 sec): 3 clusters
  Score: Raw -11929470.830221 + Penalty 3790.754353 = -11925680.075868
  nChanged 7232
		SP:Iteration 6F (9745.760000 sec): 3 clusters
  Score: Raw -11932938.055491 + Penalty 3790.754353 = -11929147.301137
  nChanged 5684
		SP:Iteration 7Q (9746.060000 sec): 3 clusters
  Score: Raw -11934946.990389 + Penalty 3790.754353 = -11931156.236036
  nChanged 4094
		SP:Iteration 8Q (9746.360000 sec): 3 clusters
  Score: Raw -11935938.561077 + Penalty 3790.754353 = -11932147.806723
  nChanged 2730
		SP:Iteration 9Q (9746.660000 sec): 3 clusters
  Score: Raw -11936374.209870 + Penalty 3790.754353 = -11932583.455517
  nChanged 1798
		SP:Iteration 10Q (9746.960000 sec): 3 clusters
  Score: Raw -11936565.969821 + Penalty 3790.754353 = -11932775.215468
  nChanged 1132
		SP:Iteration 11Q (9747.260000 sec): 3 clusters
  Score: Raw -11936654.677014 + Penalty 3790.754353 = -11932863.922661
  nChanged 807
		SP:Iteration 12Q (9747.570000 sec): 3 clusters
  Score: Raw -11936707.513639 + Penalty 3790.754353 = -11932916.759285
  nChanged 632
		SP:Iteration 13Q (9747.880000 sec): 3 clusters
  Score: Raw -11936741.200336 + Penalty 3790.754353 = -11932950.445983
  nChanged 483
		SP:Iteration 14Q (9748.180000 sec): 3 clusters
  Score: Raw -11936764.326117 + Penalty 3790.754353 = -11932973.571763
  nChanged 407
		SP:Iteration 15Q (9748.490000 sec): 3 clusters
  Score: Raw -11936782.615467 + Penalty 3790.754353 = -11932991.861114
  nChanged 343
		SP:Iteration 16Q (9748.800000 sec): 3 clusters
  Score: Raw -11936797.118291 + Penalty 3790.754353 = -11933006.363938
  nChanged 304
		SP:Iteration 17Q (9749.100000 sec): 3 clusters
  Score: Raw -11936810.827449 + Penalty 3790.754353 = -11933020.073096
  nChanged 327
		SP:Iteration 18Q (9749.400000 sec): 3 clusters
  Score: Raw -11936825.368074 + Penalty 3790.754353 = -11933034.613721
  nChanged 368
		SP:Iteration 19Q (9749.720000 sec): 3 clusters
  Score: Raw -11936843.226176 + Penalty 3790.754353 = -11933052.471822
  nChanged 388
		SP:Iteration 20F (9750.010000 sec): 3 clusters
  Score: Raw -11936862.202295 + Penalty 3790.754353 = -11933071.447942
  nChanged 428
		SP:Iteration 21Q (9750.310000 sec): 3 clusters
  Score: Raw -11936884.513810 + Penalty 3790.754353 = -11933093.759457
  nChanged 508
		SP:Iteration 22Q (9750.620000 sec): 3 clusters
  Score: Raw -11936915.197544 + Penalty 3790.754353 = -11933124.443191
  nChanged 605
		SP:Iteration 23Q (9750.920000 sec): 3 clusters
  Score: Raw -11936957.412694 + Penalty 3790.754353 = -11933166.658341
  nChanged 755
		SP:Iteration 24Q (9751.230000 sec): 3 clusters
  Score: Raw -11937019.244309 + Penalty 3790.754353 = -11933228.489955
  nChanged 903
		SP:Iteration 25Q (9751.540000 sec): 3 clusters
  Score: Raw -11937101.571980 + Penalty 3790.754353 = -11933310.817627
  nChanged 1035
		SP:Iteration 26Q (9751.840000 sec): 3 clusters
  Score: Raw -11937207.538436 + Penalty 3790.754353 = -11933416.784082
  nChanged 1146
		SP:Iteration 27Q (9752.140000 sec): 3 clusters
  Score: Raw -11937337.022846 + Penalty 3790.754353 = -11933546.268492
  nChanged 1261
		SP:Iteration 28Q (9752.440000 sec): 3 clusters
  Score: Raw -11937499.942448 + Penalty 3790.754353 = -11933709.188094
  nChanged 1478
		SP:Iteration 29Q (9752.740000 sec): 3 clusters
  Score: Raw -11937718.846349 + Penalty 3790.754353 = -11933928.091996
  nChanged 1655
		SP:Iteration 30Q (9753.050000 sec): 3 clusters
  Score: Raw -11938013.817809 + Penalty 3790.754353 = -11934223.063456
  nChanged 2019
		SP:Iteration 31Q (9753.350000 sec): 3 clusters
  Score: Raw -11938448.921827 + Penalty 3790.754353 = -11934658.167474
  nChanged 2387
		SP:Iteration 32Q (9753.650000 sec): 3 clusters
  Score: Raw -11939043.708687 + Penalty 3790.754353 = -11935252.954334
  nChanged 2650
		SP:Iteration 33Q (9753.950000 sec): 3 clusters
  Score: Raw -11939820.248102 + Penalty 3790.754353 = -11936029.493749
  nChanged 2989
		SP:Iteration 34Q (9754.260000 sec): 3 clusters
  Score: Raw -11940839.599061 + Penalty 3790.754353 = -11937048.844708
  nChanged 3168
		SP:Iteration 35Q (9754.560000 sec): 3 clusters
  Score: Raw -11942062.282658 + Penalty 3790.754353 = -11938271.528305
  nChanged 3331
		SP:Iteration 36Q (9754.860000 sec): 3 clusters
  Score: Raw -11943558.917202 + Penalty 3790.754353 = -11939768.162849
  nChanged 3565
		SP:Iteration 37Q (9755.150000 sec): 3 clusters
  Score: Raw -11945402.767515 + Penalty 3790.754353 = -11941612.013162
  nChanged 3521
		SP:Iteration 38Q (9755.450000 sec): 3 clusters
  Score: Raw -11947420.565741 + Penalty 3790.754353 = -11943629.811388
  nChanged 3340
		SP:Iteration 39Q (9755.750000 sec): 3 clusters
  Score: Raw -11949588.064207 + Penalty 3790.754353 = -11945797.309854
  nChanged 2941
		SP:Iteration 40F (9756.040000 sec): 3 clusters
  Score: Raw -11951710.756383 + Penalty 3790.754353 = -11947920.002030
  nChanged 2380
		SP:Iteration 41Q (9756.320000 sec): 3 clusters
  Score: Raw -11953607.933245 + Penalty 3790.754353 = -11949817.178892
  nChanged 1690
		SP:Iteration 42Q (9756.580000 sec): 3 clusters
  Score: Raw -11954991.060252 + Penalty 3790.754353 = -11951200.305899
  nChanged 1030
		SP:Iteration 43Q (9756.830000 sec): 3 clusters
  Score: Raw -11955854.587760 + Penalty 3790.754353 = -11952063.833407
  nChanged 469
		SP:Iteration 44Q (9757.070000 sec): 3 clusters
  Score: Raw -11956235.932385 + Penalty 3790.754353 = -11952445.178032
  nChanged 232
		SP:Iteration 45Q (9757.290000 sec): 3 clusters
  Score: Raw -11956416.201487 + Penalty 3790.754353 = -11952625.447134
  nChanged 109
		SP:Iteration 46Q (9757.500000 sec): 3 clusters
  Score: Raw -11956511.310675 + Penalty 3790.754353 = -11952720.556322
  nChanged 80
		SP:Iteration 47Q (9757.710000 sec): 3 clusters
  Score: Raw -11956585.688088 + Penalty 3790.754353 = -11952794.933735
  nChanged 57
		SP:Iteration 48Q (9757.930000 sec): 3 clusters
  Score: Raw -11956636.915836 + Penalty 3790.754353 = -11952846.161482
  nChanged 43
		SP:Iteration 49Q (9758.130000 sec): 3 clusters
  Score: Raw -11956675.616205 + Penalty 3790.754353 = -11952884.861851
  nChanged 29
		SP:Iteration 50Q (9758.340000 sec): 3 clusters
  Score: Raw -11956696.574543 + Penalty 3790.754353 = -11952905.820190
  nChanged 21
		SP:Iteration 51Q (9758.540000 sec): 3 clusters
  Score: Raw -11956717.195104 + Penalty 3790.754353 = -11952926.440751
  nChanged 16
		SP:Iteration 52Q (9758.750000 sec): 3 clusters
  Score: Raw -11956729.805817 + Penalty 3790.754353 = -11952939.051464
  nChanged 13
		SP:Iteration 53Q (9758.950000 sec): 3 clusters
  Score: Raw -11956736.426970 + Penalty 3790.754353 = -11952945.672617
  nChanged 6
		SP:Iteration 54Q (9759.150000 sec): 3 clusters
  Score: Raw -11956740.002506 + Penalty 3790.754353 = -11952949.248153
  nChanged 3
		SP:Iteration 55Q (9759.360000 sec): 3 clusters
  Score: Raw -11956741.144590 + Penalty 3790.754353 = -11952950.390237
  nChanged 2
		SP:Iteration 56Q (9759.560000 sec): 3 clusters
  Score: Raw -11956742.935452 + Penalty 3790.754353 = -11952952.181099
  nChanged 2
		SP:Iteration 57Q (9759.770000 sec): 3 clusters
  Score: Raw -11956744.733626 + Penalty 3790.754353 = -11952953.979272
  nChanged 6
		SP:Iteration 58Q (9759.970000 sec): 3 clusters
  Score: Raw -11956750.769082 + Penalty 3790.754353 = -11952960.014728
  nChanged 6
		SP:Iteration 59Q (9760.170000 sec): 3 clusters
  Score: Raw -11956755.546477 + Penalty 3790.754353 = -11952964.792124
  nChanged 6
		SP:Iteration 60F (9760.460000 sec): 3 clusters
  Score: Raw -11956758.319605 + Penalty 3790.754353 = -11952967.565252
  nChanged 8
		SP:Iteration 61Q (9760.670000 sec): 3 clusters
  Score: Raw -11956762.682193 + Penalty 3790.754353 = -11952971.927839
  nChanged 3
		SP:Iteration 62Q (9760.870000 sec): 3 clusters
  Score: Raw -11956763.979717 + Penalty 3790.754353 = -11952973.225363
  nChanged 1
		SP:Iteration 63Q (9761.070000 sec): 3 clusters
  Score: Raw -11956764.699316 + Penalty 3790.754353 = -11952973.944962
  nChanged 1
		SP:Iteration 64Q (9761.280000 sec): 3 clusters
  Score: Raw -11956764.930071 + Penalty 3790.754353 = -11952974.175718
  nChanged 0
		SP:Iteration 65F (9761.570000 sec): 3 clusters
  Score: Raw -11956764.930071 + Penalty 3790.754353 = -11952974.175718
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 98 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9761.640000 sec): 2 clusters
  Score: Raw -124721.514762 + Penalty 1165.394234 = -123556.120529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9761.650000 sec): 3 clusters
  Score: Raw -124251.887811 + Penalty 2330.788467 = -121921.099344
  nChanged 425
		SP:Iteration 1F (9761.650000 sec): 3 clusters
  Score: Raw -124588.571639 + Penalty 2330.788467 = -122257.783172
  nChanged 99
		SP:Iteration 2F (9761.650000 sec): 3 clusters
  Score: Raw -124672.503028 + Penalty 2330.788467 = -122341.714560
  nChanged 50
		SP:Iteration 3Q (9761.650000 sec): 3 clusters
  Score: Raw -124708.372489 + Penalty 2330.788467 = -122377.584022
  nChanged 22
		SP:Iteration 4Q (9761.650000 sec): 3 clusters
  Score: Raw -124723.116491 + Penalty 2330.788467 = -122392.328024
  nChanged 17
		SP:Iteration 5Q (9761.660000 sec): 3 clusters
  Score: Raw -124736.906548 + Penalty 2330.788467 = -122406.118081
  nChanged 15
		SP:Iteration 6Q (9761.660000 sec): 3 clusters
  Score: Raw -124747.367874 + Penalty 2330.788467 = -122416.579407
  nChanged 9
		SP:Iteration 7Q (9761.660000 sec): 3 clusters
  Score: Raw -124753.461980 + Penalty 2330.788467 = -122422.673512
  nChanged 6
		SP:Iteration 8Q (9761.670000 sec): 3 clusters
  Score: Raw -124758.364415 + Penalty 2330.788467 = -122427.575947
  nChanged 7
		SP:Iteration 9Q (9761.670000 sec): 3 clusters
  Score: Raw -124762.251561 + Penalty 2330.788467 = -122431.463094
  nChanged 3
		SP:Iteration 10Q (9761.670000 sec): 3 clusters
  Score: Raw -124765.186400 + Penalty 2330.788467 = -122434.397932
  nChanged 8
		SP:Iteration 11Q (9761.670000 sec): 3 clusters
  Score: Raw -124768.801793 + Penalty 2330.788467 = -122438.013326
  nChanged 7
		SP:Iteration 12Q (9761.680000 sec): 3 clusters
  Score: Raw -124771.884409 + Penalty 2330.788467 = -122441.095941
  nChanged 6
		SP:Iteration 13Q (9761.680000 sec): 3 clusters
  Score: Raw -124775.363562 + Penalty 2330.788467 = -122444.575094
  nChanged 6
		SP:Iteration 14Q (9761.690000 sec): 3 clusters
  Score: Raw -124778.681722 + Penalty 2330.788467 = -122447.893254
  nChanged 4
		SP:Iteration 15Q (9761.690000 sec): 3 clusters
  Score: Raw -124780.174125 + Penalty 2330.788467 = -122449.385658
  nChanged 2
		SP:Iteration 16Q (9761.690000 sec): 3 clusters
  Score: Raw -124781.944090 + Penalty 2330.788467 = -122451.155622
  nChanged 4
		SP:Iteration 17Q (9761.690000 sec): 3 clusters
  Score: Raw -124784.239886 + Penalty 2330.788467 = -122453.451419
  nChanged 2
		SP:Iteration 18Q (9761.690000 sec): 3 clusters
  Score: Raw -124785.038543 + Penalty 2330.788467 = -122454.250075
  nChanged 3
		SP:Iteration 19Q (9761.700000 sec): 3 clusters
  Score: Raw -124789.613886 + Penalty 2330.788467 = -122458.825418
  nChanged 3
		SP:Iteration 20F (9761.700000 sec): 3 clusters
  Score: Raw -124791.942036 + Penalty 2330.788467 = -122461.153569
  nChanged 2
		SP:Iteration 21Q (9761.710000 sec): 3 clusters
  Score: Raw -124793.976641 + Penalty 2330.788467 = -122463.188174
  nChanged 7
		SP:Iteration 22Q (9761.710000 sec): 3 clusters
  Score: Raw -124797.486982 + Penalty 2330.788467 = -122466.698515
  nChanged 7
		SP:Iteration 23Q (9761.710000 sec): 3 clusters
  Score: Raw -124801.976814 + Penalty 2330.788467 = -122471.188346
  nChanged 7
		SP:Iteration 24Q (9761.710000 sec): 3 clusters
  Score: Raw -124806.520915 + Penalty 2330.788467 = -122475.732448
  nChanged 7
		SP:Iteration 25Q (9761.720000 sec): 3 clusters
  Score: Raw -124812.023400 + Penalty 2330.788467 = -122481.234933
  nChanged 5
		SP:Iteration 26Q (9761.720000 sec): 3 clusters
  Score: Raw -124814.445531 + Penalty 2330.788467 = -122483.657064
  nChanged 3
		SP:Iteration 27Q (9761.720000 sec): 3 clusters
  Score: Raw -124816.835668 + Penalty 2330.788467 = -122486.047201
  nChanged 2
		SP:Iteration 28Q (9761.730000 sec): 3 clusters
  Score: Raw -124818.419396 + Penalty 2330.788467 = -122487.630929
  nChanged 7
		SP:Iteration 29Q (9761.730000 sec): 3 clusters
  Score: Raw -124821.724246 + Penalty 2330.788467 = -122490.935778
  nChanged 2
		SP:Iteration 30Q (9761.730000 sec): 3 clusters
  Score: Raw -124822.679845 + Penalty 2330.788467 = -122491.891378
  nChanged 2
		SP:Iteration 31Q (9761.730000 sec): 3 clusters
  Score: Raw -124824.724998 + Penalty 2330.788467 = -122493.936531
  nChanged 5
		SP:Iteration 32Q (9761.740000 sec): 3 clusters
  Score: Raw -124828.342611 + Penalty 2330.788467 = -122497.554144
  nChanged 2
		SP:Iteration 33Q (9761.740000 sec): 3 clusters
  Score: Raw -124828.831959 + Penalty 2330.788467 = -122498.043491
  nChanged 0
		SP:Iteration 34F (9761.740000 sec): 3 clusters
  Score: Raw -124828.831959 + Penalty 2330.788467 = -122498.043491
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 99 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9761.750000 sec): 2 clusters
  Score: Raw -157644.578804 + Penalty 1211.673865 = -156432.904939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9761.750000 sec): 3 clusters
  Score: Raw -156920.053111 + Penalty 2423.347730 = -154496.705380
  nChanged 611
		SP:Iteration 1F (9761.760000 sec): 3 clusters
  Score: Raw -157370.636153 + Penalty 2423.347730 = -154947.288422
  nChanged 153
		SP:Iteration 2F (9761.760000 sec): 3 clusters
  Score: Raw -157505.484078 + Penalty 2423.347730 = -155082.136347
  nChanged 102
		SP:Iteration 3F (9761.770000 sec): 3 clusters
  Score: Raw -157593.933411 + Penalty 2423.347730 = -155170.585681
  nChanged 73
		SP:Iteration 4Q (9761.770000 sec): 3 clusters
  Score: Raw -157662.575128 + Penalty 2423.347730 = -155239.227397
  nChanged 56
		SP:Iteration 5Q (9761.770000 sec): 3 clusters
  Score: Raw -157723.746694 + Penalty 2423.347730 = -155300.398964
  nChanged 56
		SP:Iteration 6Q (9761.780000 sec): 3 clusters
  Score: Raw -157797.328936 + Penalty 2423.347730 = -155373.981205
  nChanged 43
		SP:Iteration 7Q (9761.780000 sec): 3 clusters
  Score: Raw -157848.122302 + Penalty 2423.347730 = -155424.774572
  nChanged 38
		SP:Iteration 8Q (9761.790000 sec): 3 clusters
  Score: Raw -157897.271265 + Penalty 2423.347730 = -155473.923535
  nChanged 45
		SP:Iteration 9Q (9761.790000 sec): 3 clusters
  Score: Raw -157954.874426 + Penalty 2423.347730 = -155531.526695
  nChanged 44
		SP:Iteration 10Q (9761.790000 sec): 3 clusters
  Score: Raw -158010.020307 + Penalty 2423.347730 = -155586.672577
  nChanged 39
		SP:Iteration 11Q (9761.800000 sec): 3 clusters
  Score: Raw -158043.999607 + Penalty 2423.347730 = -155620.651876
  nChanged 30
		SP:Iteration 12Q (9761.800000 sec): 3 clusters
  Score: Raw -158070.474694 + Penalty 2423.347730 = -155647.126964
  nChanged 26
		SP:Iteration 13Q (9761.810000 sec): 3 clusters
  Score: Raw -158087.019624 + Penalty 2423.347730 = -155663.671894
  nChanged 12
		SP:Iteration 14Q (9761.810000 sec): 3 clusters
  Score: Raw -158095.456861 + Penalty 2423.347730 = -155672.109131
  nChanged 13
		SP:Iteration 15Q (9761.810000 sec): 3 clusters
  Score: Raw -158102.001072 + Penalty 2423.347730 = -155678.653342
  nChanged 7
		SP:Iteration 16Q (9761.810000 sec): 3 clusters
  Score: Raw -158106.934347 + Penalty 2423.347730 = -155683.586616
  nChanged 8
		SP:Iteration 17Q (9761.820000 sec): 3 clusters
  Score: Raw -158116.202021 + Penalty 2423.347730 = -155692.854290
  nChanged 8
		SP:Iteration 18Q (9761.820000 sec): 3 clusters
  Score: Raw -158121.725210 + Penalty 2423.347730 = -155698.377480
  nChanged 6
		SP:Iteration 19Q (9761.830000 sec): 3 clusters
  Score: Raw -158124.577108 + Penalty 2423.347730 = -155701.229378
  nChanged 3
		SP:Iteration 20F (9761.830000 sec): 3 clusters
  Score: Raw -158126.603406 + Penalty 2423.347730 = -155703.255676
  nChanged 1
		SP:Iteration 21Q (9761.830000 sec): 3 clusters
  Score: Raw -158127.610828 + Penalty 2423.347730 = -155704.263097
  nChanged 2
		SP:Iteration 22Q (9761.840000 sec): 3 clusters
  Score: Raw -158129.497047 + Penalty 2423.347730 = -155706.149316
  nChanged 5
		SP:Iteration 23Q (9761.840000 sec): 3 clusters
  Score: Raw -158132.608857 + Penalty 2423.347730 = -155709.261127
  nChanged 5
		SP:Iteration 24Q (9761.850000 sec): 3 clusters
  Score: Raw -158137.394552 + Penalty 2423.347730 = -155714.046821
  nChanged 6
		SP:Iteration 25Q (9761.850000 sec): 3 clusters
  Score: Raw -158142.521055 + Penalty 2423.347730 = -155719.173324
  nChanged 3
		SP:Iteration 26Q (9761.850000 sec): 3 clusters
  Score: Raw -158144.806786 + Penalty 2423.347730 = -155721.459056
  nChanged 5
		SP:Iteration 27Q (9761.850000 sec): 3 clusters
  Score: Raw -158148.708660 + Penalty 2423.347730 = -155725.360930
  nChanged 6
		SP:Iteration 28Q (9761.860000 sec): 3 clusters
  Score: Raw -158151.920380 + Penalty 2423.347730 = -155728.572650
  nChanged 9
		SP:Iteration 29Q (9761.860000 sec): 3 clusters
  Score: Raw -158156.218988 + Penalty 2423.347730 = -155732.871257
  nChanged 6
		SP:Iteration 30Q (9761.870000 sec): 3 clusters
  Score: Raw -158161.295148 + Penalty 2423.347730 = -155737.947418
  nChanged 4
		SP:Iteration 31Q (9761.870000 sec): 3 clusters
  Score: Raw -158163.516858 + Penalty 2423.347730 = -155740.169128
  nChanged 3
		SP:Iteration 32Q (9761.870000 sec): 3 clusters
  Score: Raw -158167.601228 + Penalty 2423.347730 = -155744.253498
  nChanged 3
		SP:Iteration 33Q (9761.880000 sec): 3 clusters
  Score: Raw -158169.200433 + Penalty 2423.347730 = -155745.852703
  nChanged 3
		SP:Iteration 34Q (9761.880000 sec): 3 clusters
  Score: Raw -158170.371889 + Penalty 2423.347730 = -155747.024158
  nChanged 3
		SP:Iteration 35Q (9761.890000 sec): 3 clusters
  Score: Raw -158172.237690 + Penalty 2423.347730 = -155748.889960
  nChanged 5
		SP:Iteration 36Q (9761.890000 sec): 3 clusters
  Score: Raw -158178.004696 + Penalty 2423.347730 = -155754.656965
  nChanged 6
		SP:Iteration 37Q (9761.890000 sec): 3 clusters
  Score: Raw -158186.011929 + Penalty 2423.347730 = -155762.664199
  nChanged 9
		SP:Iteration 38Q (9761.890000 sec): 3 clusters
  Score: Raw -158190.401531 + Penalty 2423.347730 = -155767.053801
  nChanged 9
		SP:Iteration 39Q (9761.900000 sec): 3 clusters
  Score: Raw -158196.077874 + Penalty 2423.347730 = -155772.730144
  nChanged 4
		SP:Iteration 40F (9761.900000 sec): 3 clusters
  Score: Raw -158198.527236 + Penalty 2423.347730 = -155775.179506
  nChanged 3
		SP:Iteration 41Q (9761.910000 sec): 3 clusters
  Score: Raw -158199.712181 + Penalty 2423.347730 = -155776.364451
  nChanged 2
		SP:Iteration 42Q (9761.910000 sec): 3 clusters
  Score: Raw -158200.666445 + Penalty 2423.347730 = -155777.318714
  nChanged 1
		SP:Iteration 43Q (9761.910000 sec): 3 clusters
  Score: Raw -158201.730930 + Penalty 2423.347730 = -155778.383200
  nChanged 1
		SP:Iteration 44Q (9761.920000 sec): 3 clusters
  Score: Raw -158201.989949 + Penalty 2423.347730 = -155778.642219
  nChanged 0
		SP:Iteration 45F (9761.920000 sec): 3 clusters
  Score: Raw -158201.989949 + Penalty 2423.347730 = -155778.642219
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 100 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9761.930000 sec): 2 clusters
  Score: Raw -27580.381993 + Penalty 924.683411 = -26655.698581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9761.930000 sec): 3 clusters
  Score: Raw -27702.881704 + Penalty 1849.366823 = -25853.514881
  nChanged 56
		SP:Iteration 1F (9761.930000 sec): 3 clusters
  Score: Raw -27881.499864 + Penalty 1849.366823 = -26032.133042
  nChanged 30
		SP:Iteration 2F (9761.930000 sec): 3 clusters
  Score: Raw -28036.403596 + Penalty 1849.366823 = -26187.036773
  nChanged 21
		SP:Iteration 3F (9761.930000 sec): 3 clusters
  Score: Raw -28174.797518 + Penalty 1849.366823 = -26325.430695
  nChanged 12
		SP:Iteration 4Q (9761.930000 sec): 3 clusters
  Score: Raw -28280.374713 + Penalty 1849.366823 = -26431.007891
  nChanged 13
		SP:Iteration 5Q (9761.930000 sec): 3 clusters
  Score: Raw -28364.003215 + Penalty 1849.366823 = -26514.636392
  nChanged 7
		SP:Iteration 6Q (9761.930000 sec): 3 clusters
  Score: Raw -28392.653700 + Penalty 1849.366823 = -26543.286878
  nChanged 1
		SP:Iteration 7Q (9761.930000 sec): 3 clusters
  Score: Raw -28394.740012 + Penalty 1849.366823 = -26545.373189
  nChanged 1
		SP:Iteration 8Q (9761.930000 sec): 3 clusters
  Score: Raw -28397.733339 + Penalty 1849.366823 = -26548.366517
  nChanged 2
		SP:Iteration 9Q (9761.930000 sec): 3 clusters
  Score: Raw -28417.877497 + Penalty 1849.366823 = -26568.510674
  nChanged 1
		SP:Iteration 10Q (9761.930000 sec): 3 clusters
  Score: Raw -28420.283174 + Penalty 1849.366823 = -26570.916352
  nChanged 1
		SP:Iteration 11Q (9761.930000 sec): 3 clusters
  Score: Raw -28422.735308 + Penalty 1849.366823 = -26573.368485
  nChanged 0
		SP:Iteration 12F (9761.930000 sec): 3 clusters
  Score: Raw -28422.735308 + Penalty 1849.366823 = -26573.368485
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 101 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9761.940000 sec): 2 clusters
  Score: Raw -79136.064972 + Penalty 1094.371145 = -78041.693827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9761.940000 sec): 3 clusters
  Score: Raw -78945.953627 + Penalty 2188.742289 = -76757.211338
  nChanged 232
		SP:Iteration 1F (9761.940000 sec): 3 clusters
  Score: Raw -79220.741951 + Penalty 2188.742289 = -77031.999662
  nChanged 63
		SP:Iteration 2F (9761.950000 sec): 3 clusters
  Score: Raw -79309.242105 + Penalty 2188.742289 = -77120.499816
  nChanged 36
		SP:Iteration 3Q (9761.950000 sec): 3 clusters
  Score: Raw -79364.001907 + Penalty 2188.742289 = -77175.259617
  nChanged 27
		SP:Iteration 4Q (9761.950000 sec): 3 clusters
  Score: Raw -79404.395359 + Penalty 2188.742289 = -77215.653069
  nChanged 18
		SP:Iteration 5Q (9761.950000 sec): 3 clusters
  Score: Raw -79427.675365 + Penalty 2188.742289 = -77238.933075
  nChanged 11
		SP:Iteration 6Q (9761.950000 sec): 3 clusters
  Score: Raw -79440.780000 + Penalty 2188.742289 = -77252.037711
  nChanged 11
		SP:Iteration 7Q (9761.950000 sec): 3 clusters
  Score: Raw -79451.171734 + Penalty 2188.742289 = -77262.429444
  nChanged 10
		SP:Iteration 8Q (9761.960000 sec): 3 clusters
  Score: Raw -79462.747133 + Penalty 2188.742289 = -77274.004844
  nChanged 12
		SP:Iteration 9Q (9761.960000 sec): 3 clusters
  Score: Raw -79476.077654 + Penalty 2188.742289 = -77287.335365
  nChanged 5
		SP:Iteration 10Q (9761.960000 sec): 3 clusters
  Score: Raw -79483.501744 + Penalty 2188.742289 = -77294.759454
  nChanged 3
		SP:Iteration 11Q (9761.960000 sec): 3 clusters
  Score: Raw -79487.276135 + Penalty 2188.742289 = -77298.533846
  nChanged 9
		SP:Iteration 12Q (9761.960000 sec): 3 clusters
  Score: Raw -79500.636532 + Penalty 2188.742289 = -77311.894242
  nChanged 9
		SP:Iteration 13Q (9761.970000 sec): 3 clusters
  Score: Raw -79508.729080 + Penalty 2188.742289 = -77319.986790
  nChanged 7
		SP:Iteration 14Q (9761.970000 sec): 3 clusters
  Score: Raw -79516.818380 + Penalty 2188.742289 = -77328.076091
  nChanged 5
		SP:Iteration 15Q (9761.970000 sec): 3 clusters
  Score: Raw -79525.238094 + Penalty 2188.742289 = -77336.495805
  nChanged 7
		SP:Iteration 16Q (9761.970000 sec): 3 clusters
  Score: Raw -79532.433872 + Penalty 2188.742289 = -77343.691582
  nChanged 4
		SP:Iteration 17Q (9761.970000 sec): 3 clusters
  Score: Raw -79536.888150 + Penalty 2188.742289 = -77348.145860
  nChanged 3
		SP:Iteration 18Q (9761.970000 sec): 3 clusters
  Score: Raw -79541.260329 + Penalty 2188.742289 = -77352.518039
  nChanged 1
		SP:Iteration 19Q (9761.980000 sec): 3 clusters
  Score: Raw -79542.283870 + Penalty 2188.742289 = -77353.541580
  nChanged 1
		SP:Iteration 20F (9761.980000 sec): 3 clusters
  Score: Raw -79543.450570 + Penalty 2188.742289 = -77354.708280
  nChanged 1
		SP:Iteration 21Q (9761.980000 sec): 3 clusters
  Score: Raw -79546.186630 + Penalty 2188.742289 = -77357.444340
  nChanged 2
		SP:Iteration 22Q (9761.980000 sec): 3 clusters
  Score: Raw -79552.202592 + Penalty 2188.742289 = -77363.460302
  nChanged 3
		SP:Iteration 23Q (9761.980000 sec): 3 clusters
  Score: Raw -79555.643619 + Penalty 2188.742289 = -77366.901330
  nChanged 1
		SP:Iteration 24Q (9761.990000 sec): 3 clusters
  Score: Raw -79556.519398 + Penalty 2188.742289 = -77367.777108
  nChanged 0
		SP:Iteration 25F (9761.990000 sec): 3 clusters
  Score: Raw -79556.519398 + Penalty 2188.742289 = -77367.777108
  nChanged 0
Iteration 379Q (9770.270000 sec): 102 clusters
  Score: Raw -92210649.603012 + Penalty 226020.217777 = -91984629.385234
  nChanged 1
Iteration 380F (9850.830000 sec): 102 clusters
  Score: Raw -92210649.691674 + Penalty 226020.217777 = -91984629.473896
  nChanged 1
Iteration 381Q (9859.050000 sec): 102 clusters
  Score: Raw -92210649.731713 + Penalty 226020.217777 = -91984629.513935
  nChanged 1
Iteration 382Q (9867.280000 sec): 102 clusters
  Score: Raw -92210649.757858 + Penalty 226020.217777 = -91984629.540080
  nChanged 0
Iteration 383F (9947.870000 sec): 102 clusters
  Score: Raw -92210649.757858 + Penalty 226020.217777 = -91984629.540080
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -92210649.757858 + Penalty 226020.217777 = -91984629.540080
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 1 (20006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9948.080000 sec): 2 clusters
  Score: Raw -2036623.990456 + Penalty 1609.365470 = -2035014.624986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9948.130000 sec): 3 clusters
  Score: Raw -2024581.407142 + Penalty 3218.730940 = -2021362.676202
  nChanged 9011
		SP:Iteration 1F (9948.180000 sec): 3 clusters
  Score: Raw -2029582.479140 + Penalty 3218.730940 = -2026363.748200
  nChanged 1109
		SP:Iteration 2F (9948.220000 sec): 3 clusters
  Score: Raw -2030068.988516 + Penalty 3218.730940 = -2026850.257576
  nChanged 1086
		SP:Iteration 3F (9948.270000 sec): 3 clusters
  Score: Raw -2030687.274251 + Penalty 3218.730940 = -2027468.543312
  nChanged 1139
		SP:Iteration 4F (9948.320000 sec): 3 clusters
  Score: Raw -2031488.444442 + Penalty 3218.730940 = -2028269.713502
  nChanged 1252
		SP:Iteration 5F (9948.370000 sec): 3 clusters
  Score: Raw -2032405.511962 + Penalty 3218.730940 = -2029186.781022
  nChanged 1336
		SP:Iteration 6F (9948.420000 sec): 3 clusters
  Score: Raw -2033417.350147 + Penalty 3218.730940 = -2030198.619207
  nChanged 1205
		SP:Iteration 7F (9948.460000 sec): 3 clusters
  Score: Raw -2034383.517848 + Penalty 3218.730940 = -2031164.786908
  nChanged 1038
		SP:Iteration 8F (9948.510000 sec): 3 clusters
  Score: Raw -2035210.993481 + Penalty 3218.730940 = -2031992.262541
  nChanged 821
		SP:Iteration 9Q (9948.560000 sec): 3 clusters
  Score: Raw -2035770.536845 + Penalty 3218.730940 = -2032551.805905
  nChanged 681
		SP:Iteration 10Q (9948.600000 sec): 3 clusters
  Score: Raw -2036205.877103 + Penalty 3218.730940 = -2032987.146163
  nChanged 521
		SP:Iteration 11Q (9948.650000 sec): 3 clusters
  Score: Raw -2036516.064172 + Penalty 3218.730940 = -2033297.333232
  nChanged 425
		SP:Iteration 12Q (9948.690000 sec): 3 clusters
  Score: Raw -2036765.589608 + Penalty 3218.730940 = -2033546.858668
  nChanged 374
		SP:Iteration 13Q (9948.740000 sec): 3 clusters
  Score: Raw -2036995.547985 + Penalty 3218.730940 = -2033776.817046
  nChanged 334
		SP:Iteration 14Q (9948.780000 sec): 3 clusters
  Score: Raw -2037207.177845 + Penalty 3218.730940 = -2033988.446905
  nChanged 326
		SP:Iteration 15Q (9948.820000 sec): 3 clusters
  Score: Raw -2037415.680219 + Penalty 3218.730940 = -2034196.949279
  nChanged 269
		SP:Iteration 16Q (9948.860000 sec): 3 clusters
  Score: Raw -2037588.970336 + Penalty 3218.730940 = -2034370.239396
  nChanged 256
		SP:Iteration 17Q (9948.900000 sec): 3 clusters
  Score: Raw -2037741.337438 + Penalty 3218.730940 = -2034522.606498
  nChanged 226
		SP:Iteration 18Q (9948.940000 sec): 3 clusters
  Score: Raw -2037851.579731 + Penalty 3218.730940 = -2034632.848791
  nChanged 193
		SP:Iteration 19Q (9948.980000 sec): 3 clusters
  Score: Raw -2037938.279610 + Penalty 3218.730940 = -2034719.548670
  nChanged 163
		SP:Iteration 20F (9949.030000 sec): 3 clusters
  Score: Raw -2037996.579969 + Penalty 3218.730940 = -2034777.849029
  nChanged 102
		SP:Iteration 21Q (9949.070000 sec): 3 clusters
  Score: Raw -2038023.905878 + Penalty 3218.730940 = -2034805.174938
  nChanged 70
		SP:Iteration 22Q (9949.110000 sec): 3 clusters
  Score: Raw -2038039.109729 + Penalty 3218.730940 = -2034820.378790
  nChanged 55
		SP:Iteration 23Q (9949.150000 sec): 3 clusters
  Score: Raw -2038049.250866 + Penalty 3218.730940 = -2034830.519926
  nChanged 34
		SP:Iteration 24Q (9949.190000 sec): 3 clusters
  Score: Raw -2038054.054402 + Penalty 3218.730940 = -2034835.323462
  nChanged 27
		SP:Iteration 25Q (9949.230000 sec): 3 clusters
  Score: Raw -2038059.140639 + Penalty 3218.730940 = -2034840.409699
  nChanged 27
		SP:Iteration 26Q (9949.280000 sec): 3 clusters
  Score: Raw -2038063.676629 + Penalty 3218.730940 = -2034844.945689
  nChanged 28
		SP:Iteration 27Q (9949.320000 sec): 3 clusters
  Score: Raw -2038067.786936 + Penalty 3218.730940 = -2034849.055996
  nChanged 30
		SP:Iteration 28Q (9949.360000 sec): 3 clusters
  Score: Raw -2038071.887207 + Penalty 3218.730940 = -2034853.156267
  nChanged 32
		SP:Iteration 29Q (9949.400000 sec): 3 clusters
  Score: Raw -2038076.207971 + Penalty 3218.730940 = -2034857.477031
  nChanged 17
		SP:Iteration 30Q (9949.440000 sec): 3 clusters
  Score: Raw -2038079.325322 + Penalty 3218.730940 = -2034860.594382
  nChanged 28
		SP:Iteration 31Q (9949.480000 sec): 3 clusters
  Score: Raw -2038083.084032 + Penalty 3218.730940 = -2034864.353092
  nChanged 21
		SP:Iteration 32Q (9949.510000 sec): 3 clusters
  Score: Raw -2038085.085189 + Penalty 3218.730940 = -2034866.354249
  nChanged 13
		SP:Iteration 33Q (9949.550000 sec): 3 clusters
  Score: Raw -2038086.525829 + Penalty 3218.730940 = -2034867.794889
  nChanged 9
		SP:Iteration 34Q (9949.590000 sec): 3 clusters
  Score: Raw -2038087.358363 + Penalty 3218.730940 = -2034868.627423
  nChanged 1
		SP:Iteration 35Q (9949.630000 sec): 3 clusters
  Score: Raw -2038087.427617 + Penalty 3218.730940 = -2034868.696677
  nChanged 1
		SP:Iteration 36Q (9949.670000 sec): 3 clusters
  Score: Raw -2038087.460540 + Penalty 3218.730940 = -2034868.729600
  nChanged 1
		SP:Iteration 37Q (9949.700000 sec): 3 clusters
  Score: Raw -2038087.541538 + Penalty 3218.730940 = -2034868.810598
  nChanged 0
		SP:Iteration 38F (9949.750000 sec): 3 clusters
  Score: Raw -2038087.541538 + Penalty 3218.730940 = -2034868.810598
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 2 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9949.770000 sec): 2 clusters
  Score: Raw -22194.506035 + Penalty 901.724864 = -21292.781171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9949.770000 sec): 3 clusters
  Score: Raw -22296.153219 + Penalty 1803.449728 = -20492.703492
  nChanged 40
		SP:Iteration 1F (9949.770000 sec): 3 clusters
  Score: Raw -22401.021064 + Penalty 1803.449728 = -20597.571336
  nChanged 12
		SP:Iteration 2Q (9949.770000 sec): 3 clusters
  Score: Raw -22438.098553 + Penalty 1803.449728 = -20634.648825
  nChanged 9
		SP:Iteration 3Q (9949.770000 sec): 3 clusters
  Score: Raw -22485.937795 + Penalty 1803.449728 = -20682.488067
  nChanged 14
		SP:Iteration 4F (9949.770000 sec): 3 clusters
  Score: Raw -22519.292265 + Penalty 1803.449728 = -20715.842537
  nChanged 11
		SP:Iteration 5Q (9949.770000 sec): 3 clusters
  Score: Raw -22554.760117 + Penalty 1803.449728 = -20751.310390
  nChanged 14
		SP:Iteration 6F (9949.780000 sec): 3 clusters
  Score: Raw -22602.175724 + Penalty 1803.449728 = -20798.725996
  nChanged 10
		SP:Iteration 7Q (9949.780000 sec): 3 clusters
  Score: Raw -22639.209858 + Penalty 1803.449728 = -20835.760131
  nChanged 11
		SP:Iteration 8Q (9949.780000 sec): 3 clusters
  Score: Raw -22679.846129 + Penalty 1803.449728 = -20876.396401
  nChanged 9
		SP:Iteration 9Q (9949.780000 sec): 3 clusters
  Score: Raw -22712.885200 + Penalty 1803.449728 = -20909.435472
  nChanged 4
		SP:Iteration 10Q (9949.780000 sec): 3 clusters
  Score: Raw -22722.959511 + Penalty 1803.449728 = -20919.509783
  nChanged 2
		SP:Iteration 11Q (9949.780000 sec): 3 clusters
  Score: Raw -22726.130895 + Penalty 1803.449728 = -20922.681168
  nChanged 1
		SP:Iteration 12Q (9949.780000 sec): 3 clusters
  Score: Raw -22731.313260 + Penalty 1803.449728 = -20927.863533
  nChanged 0
		SP:Iteration 13F (9949.780000 sec): 3 clusters
  Score: Raw -22731.378851 + Penalty 1803.449728 = -20927.929124
  nChanged 1
		SP:Iteration 14Q (9949.780000 sec): 3 clusters
  Score: Raw -22785.178742 + Penalty 1803.449728 = -20981.729015
  nChanged 1
		SP:Iteration 15Q (9949.780000 sec): 3 clusters
  Score: Raw -22793.596779 + Penalty 1803.449728 = -20990.147051
  nChanged 1
		SP:Iteration 16Q (9949.780000 sec): 3 clusters
  Score: Raw -22798.546467 + Penalty 1803.449728 = -20995.096739
  nChanged 0
		SP:Iteration 17F (9949.780000 sec): 3 clusters
  Score: Raw -22798.546467 + Penalty 1803.449728 = -20995.096739
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 3 (39803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9949.910000 sec): 2 clusters
  Score: Raw -4132878.411307 + Penalty 1721.150854 = -4131157.260452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9950.010000 sec): 3 clusters
  Score: Raw -4107909.159235 + Penalty 3442.301709 = -4104466.857526
  nChanged 18486
		SP:Iteration 1F (9950.110000 sec): 3 clusters
  Score: Raw -4118690.940891 + Penalty 3442.301709 = -4115248.639182
  nChanged 1698
		SP:Iteration 2Q (9950.210000 sec): 3 clusters
  Score: Raw -4119303.701477 + Penalty 3442.301709 = -4115861.399768
  nChanged 1732
		SP:Iteration 3Q (9950.310000 sec): 3 clusters
  Score: Raw -4120020.867945 + Penalty 3442.301709 = -4116578.566236
  nChanged 1910
		SP:Iteration 4Q (9950.410000 sec): 3 clusters
  Score: Raw -4120984.632987 + Penalty 3442.301709 = -4117542.331278
  nChanged 2145
		SP:Iteration 5F (9950.500000 sec): 3 clusters
  Score: Raw -4122312.639734 + Penalty 3442.301709 = -4118870.338025
  nChanged 2390
		SP:Iteration 6F (9950.600000 sec): 3 clusters
  Score: Raw -4124109.784572 + Penalty 3442.301709 = -4120667.482863
  nChanged 2455
		SP:Iteration 7F (9950.700000 sec): 3 clusters
  Score: Raw -4126041.283514 + Penalty 3442.301709 = -4122598.981805
  nChanged 2163
		SP:Iteration 8F (9950.790000 sec): 3 clusters
  Score: Raw -4127780.760902 + Penalty 3442.301709 = -4124338.459193
  nChanged 1789
		SP:Iteration 9Q (9950.880000 sec): 3 clusters
  Score: Raw -4129226.203510 + Penalty 3442.301709 = -4125783.901801
  nChanged 1468
		SP:Iteration 10Q (9950.960000 sec): 3 clusters
  Score: Raw -4130448.493612 + Penalty 3442.301709 = -4127006.191903
  nChanged 1133
		SP:Iteration 11Q (9951.040000 sec): 3 clusters
  Score: Raw -4131376.694297 + Penalty 3442.301709 = -4127934.392589
  nChanged 788
		SP:Iteration 12Q (9951.120000 sec): 3 clusters
  Score: Raw -4132013.514325 + Penalty 3442.301709 = -4128571.212616
  nChanged 518
		SP:Iteration 13Q (9951.190000 sec): 3 clusters
  Score: Raw -4132431.017258 + Penalty 3442.301709 = -4128988.715549
  nChanged 329
		SP:Iteration 14Q (9951.260000 sec): 3 clusters
  Score: Raw -4132693.903215 + Penalty 3442.301709 = -4129251.601506
  nChanged 182
		SP:Iteration 15Q (9951.320000 sec): 3 clusters
  Score: Raw -4132831.862732 + Penalty 3442.301709 = -4129389.561023
  nChanged 106
		SP:Iteration 16Q (9951.390000 sec): 3 clusters
  Score: Raw -4132913.762842 + Penalty 3442.301709 = -4129471.461134
  nChanged 70
		SP:Iteration 17Q (9951.450000 sec): 3 clusters
  Score: Raw -4132970.964560 + Penalty 3442.301709 = -4129528.662852
  nChanged 31
		SP:Iteration 18Q (9951.520000 sec): 3 clusters
  Score: Raw -4132996.893807 + Penalty 3442.301709 = -4129554.592098
  nChanged 30
		SP:Iteration 19Q (9951.580000 sec): 3 clusters
  Score: Raw -4133031.641647 + Penalty 3442.301709 = -4129589.339938
  nChanged 25
		SP:Iteration 20F (9951.670000 sec): 3 clusters
  Score: Raw -4133049.052598 + Penalty 3442.301709 = -4129606.750889
  nChanged 17
		SP:Iteration 21Q (9951.740000 sec): 3 clusters
  Score: Raw -4133070.823419 + Penalty 3442.301709 = -4129628.521710
  nChanged 15
		SP:Iteration 22Q (9951.800000 sec): 3 clusters
  Score: Raw -4133087.330240 + Penalty 3442.301709 = -4129645.028531
  nChanged 11
		SP:Iteration 23Q (9951.860000 sec): 3 clusters
  Score: Raw -4133100.365051 + Penalty 3442.301709 = -4129658.063342
  nChanged 8
		SP:Iteration 24Q (9951.930000 sec): 3 clusters
  Score: Raw -4133108.255681 + Penalty 3442.301709 = -4129665.953972
  nChanged 3
		SP:Iteration 25Q (9951.990000 sec): 3 clusters
  Score: Raw -4133111.027439 + Penalty 3442.301709 = -4129668.725730
  nChanged 5
		SP:Iteration 26Q (9952.060000 sec): 3 clusters
  Score: Raw -4133119.820437 + Penalty 3442.301709 = -4129677.518729
  nChanged 10
		SP:Iteration 27Q (9952.120000 sec): 3 clusters
  Score: Raw -4133127.098757 + Penalty 3442.301709 = -4129684.797048
  nChanged 4
		SP:Iteration 28Q (9952.180000 sec): 3 clusters
  Score: Raw -4133131.197800 + Penalty 3442.301709 = -4129688.896091
  nChanged 0
		SP:Iteration 29F (9952.280000 sec): 3 clusters
  Score: Raw -4133131.197800 + Penalty 3442.301709 = -4129688.896091
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 4 (11823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9952.320000 sec): 2 clusters
  Score: Raw -1219446.585580 + Penalty 1523.892836 = -1217922.692744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9952.340000 sec): 3 clusters
  Score: Raw -1212657.570434 + Penalty 3047.785671 = -1209609.784763
  nChanged 5117
		SP:Iteration 1F (9952.370000 sec): 3 clusters
  Score: Raw -1215397.893166 + Penalty 3047.785671 = -1212350.107495
  nChanged 662
		SP:Iteration 2F (9952.400000 sec): 3 clusters
  Score: Raw -1215686.036377 + Penalty 3047.785671 = -1212638.250706
  nChanged 577
		SP:Iteration 3Q (9952.420000 sec): 3 clusters
  Score: Raw -1215940.050352 + Penalty 3047.785671 = -1212892.264680
  nChanged 555
		SP:Iteration 4Q (9952.450000 sec): 3 clusters
  Score: Raw -1216168.474602 + Penalty 3047.785671 = -1213120.688930
  nChanged 518
		SP:Iteration 5Q (9952.480000 sec): 3 clusters
  Score: Raw -1216390.837016 + Penalty 3047.785671 = -1213343.051344
  nChanged 479
		SP:Iteration 6Q (9952.510000 sec): 3 clusters
  Score: Raw -1216604.650146 + Penalty 3047.785671 = -1213556.864475
  nChanged 446
		SP:Iteration 7Q (9952.540000 sec): 3 clusters
  Score: Raw -1216808.059815 + Penalty 3047.785671 = -1213760.274144
  nChanged 443
		SP:Iteration 8Q (9952.560000 sec): 3 clusters
  Score: Raw -1217050.283221 + Penalty 3047.785671 = -1214002.497550
  nChanged 465
		SP:Iteration 9Q (9952.590000 sec): 3 clusters
  Score: Raw -1217326.463182 + Penalty 3047.785671 = -1214278.677511
  nChanged 437
		SP:Iteration 10Q (9952.620000 sec): 3 clusters
  Score: Raw -1217616.904414 + Penalty 3047.785671 = -1214569.118742
  nChanged 401
		SP:Iteration 11Q (9952.640000 sec): 3 clusters
  Score: Raw -1217859.216550 + Penalty 3047.785671 = -1214811.430878
  nChanged 351
		SP:Iteration 12Q (9952.670000 sec): 3 clusters
  Score: Raw -1218057.061471 + Penalty 3047.785671 = -1215009.275800
  nChanged 315
		SP:Iteration 13Q (9952.690000 sec): 3 clusters
  Score: Raw -1218247.704863 + Penalty 3047.785671 = -1215199.919192
  nChanged 266
		SP:Iteration 14Q (9952.720000 sec): 3 clusters
  Score: Raw -1218375.099405 + Penalty 3047.785671 = -1215327.313733
  nChanged 217
		SP:Iteration 15Q (9952.740000 sec): 3 clusters
  Score: Raw -1218469.231703 + Penalty 3047.785671 = -1215421.446031
  nChanged 178
		SP:Iteration 16Q (9952.770000 sec): 3 clusters
  Score: Raw -1218542.502485 + Penalty 3047.785671 = -1215494.716813
  nChanged 158
		SP:Iteration 17Q (9952.790000 sec): 3 clusters
  Score: Raw -1218609.265810 + Penalty 3047.785671 = -1215561.480138
  nChanged 153
		SP:Iteration 18Q (9952.820000 sec): 3 clusters
  Score: Raw -1218676.214902 + Penalty 3047.785671 = -1215628.429230
  nChanged 154
		SP:Iteration 19Q (9952.840000 sec): 3 clusters
  Score: Raw -1218751.168161 + Penalty 3047.785671 = -1215703.382489
  nChanged 156
		SP:Iteration 20F (9952.860000 sec): 3 clusters
  Score: Raw -1218826.093883 + Penalty 3047.785671 = -1215778.308211
  nChanged 154
		SP:Iteration 21Q (9952.890000 sec): 3 clusters
  Score: Raw -1218906.008631 + Penalty 3047.785671 = -1215858.222960
  nChanged 149
		SP:Iteration 22Q (9952.910000 sec): 3 clusters
  Score: Raw -1218991.937622 + Penalty 3047.785671 = -1215944.151950
  nChanged 133
		SP:Iteration 23Q (9952.930000 sec): 3 clusters
  Score: Raw -1219066.349528 + Penalty 3047.785671 = -1216018.563857
  nChanged 133
		SP:Iteration 24Q (9952.950000 sec): 3 clusters
  Score: Raw -1219141.665528 + Penalty 3047.785671 = -1216093.879856
  nChanged 129
		SP:Iteration 25Q (9952.970000 sec): 3 clusters
  Score: Raw -1219211.662082 + Penalty 3047.785671 = -1216163.876411
  nChanged 121
		SP:Iteration 26Q (9953.000000 sec): 3 clusters
  Score: Raw -1219281.976154 + Penalty 3047.785671 = -1216234.190483
  nChanged 104
		SP:Iteration 27Q (9953.020000 sec): 3 clusters
  Score: Raw -1219351.852749 + Penalty 3047.785671 = -1216304.067077
  nChanged 100
		SP:Iteration 28Q (9953.040000 sec): 3 clusters
  Score: Raw -1219416.698339 + Penalty 3047.785671 = -1216368.912667
  nChanged 76
		SP:Iteration 29Q (9953.060000 sec): 3 clusters
  Score: Raw -1219462.832599 + Penalty 3047.785671 = -1216415.046928
  nChanged 55
		SP:Iteration 30Q (9953.080000 sec): 3 clusters
  Score: Raw -1219493.824193 + Penalty 3047.785671 = -1216446.038521
  nChanged 41
		SP:Iteration 31Q (9953.100000 sec): 3 clusters
  Score: Raw -1219514.848689 + Penalty 3047.785671 = -1216467.063017
  nChanged 29
		SP:Iteration 32Q (9953.120000 sec): 3 clusters
  Score: Raw -1219531.260022 + Penalty 3047.785671 = -1216483.474351
  nChanged 27
		SP:Iteration 33Q (9953.140000 sec): 3 clusters
  Score: Raw -1219549.148271 + Penalty 3047.785671 = -1216501.362599
  nChanged 21
		SP:Iteration 34Q (9953.160000 sec): 3 clusters
  Score: Raw -1219563.567625 + Penalty 3047.785671 = -1216515.781954
  nChanged 28
		SP:Iteration 35Q (9953.180000 sec): 3 clusters
  Score: Raw -1219584.857113 + Penalty 3047.785671 = -1216537.071442
  nChanged 19
		SP:Iteration 36Q (9953.200000 sec): 3 clusters
  Score: Raw -1219594.922474 + Penalty 3047.785671 = -1216547.136803
  nChanged 13
		SP:Iteration 37Q (9953.220000 sec): 3 clusters
  Score: Raw -1219603.038663 + Penalty 3047.785671 = -1216555.252991
  nChanged 9
		SP:Iteration 38Q (9953.240000 sec): 3 clusters
  Score: Raw -1219608.456118 + Penalty 3047.785671 = -1216560.670446
  nChanged 13
		SP:Iteration 39Q (9953.260000 sec): 3 clusters
  Score: Raw -1219616.117073 + Penalty 3047.785671 = -1216568.331402
  nChanged 11
		SP:Iteration 40F (9953.280000 sec): 3 clusters
  Score: Raw -1219623.965538 + Penalty 3047.785671 = -1216576.179867
  nChanged 12
		SP:Iteration 41Q (9953.300000 sec): 3 clusters
  Score: Raw -1219632.016420 + Penalty 3047.785671 = -1216584.230748
  nChanged 7
		SP:Iteration 42Q (9953.320000 sec): 3 clusters
  Score: Raw -1219636.566385 + Penalty 3047.785671 = -1216588.780713
  nChanged 7
		SP:Iteration 43Q (9953.340000 sec): 3 clusters
  Score: Raw -1219640.423103 + Penalty 3047.785671 = -1216592.637432
  nChanged 4
		SP:Iteration 44Q (9953.360000 sec): 3 clusters
  Score: Raw -1219642.656938 + Penalty 3047.785671 = -1216594.871267
  nChanged 5
		SP:Iteration 45Q (9953.380000 sec): 3 clusters
  Score: Raw -1219645.614450 + Penalty 3047.785671 = -1216597.828778
  nChanged 4
		SP:Iteration 46Q (9953.400000 sec): 3 clusters
  Score: Raw -1219647.701465 + Penalty 3047.785671 = -1216599.915793
  nChanged 1
		SP:Iteration 47Q (9953.420000 sec): 3 clusters
  Score: Raw -1219648.191930 + Penalty 3047.785671 = -1216600.406259
  nChanged 1
		SP:Iteration 48Q (9953.440000 sec): 3 clusters
  Score: Raw -1219649.557595 + Penalty 3047.785671 = -1216601.771923
  nChanged 0
		SP:Iteration 49F (9953.460000 sec): 3 clusters
  Score: Raw -1219649.557595 + Penalty 3047.785671 = -1216601.771923
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 5 (32957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9953.550000 sec): 2 clusters
  Score: Raw -3411443.243504 + Penalty 1690.480831 = -3409752.762673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9953.630000 sec): 3 clusters
  Score: Raw -3391167.651912 + Penalty 3380.961662 = -3387786.690250
  nChanged 15133
		SP:Iteration 1F (9953.700000 sec): 3 clusters
  Score: Raw -3399820.757305 + Penalty 3380.961662 = -3396439.795643
  nChanged 1861
		SP:Iteration 2F (9953.780000 sec): 3 clusters
  Score: Raw -3400640.120015 + Penalty 3380.961662 = -3397259.158353
  nChanged 2012
		SP:Iteration 3F (9953.860000 sec): 3 clusters
  Score: Raw -3401629.323701 + Penalty 3380.961662 = -3398248.362039
  nChanged 2139
		SP:Iteration 4F (9953.940000 sec): 3 clusters
  Score: Raw -3402862.893256 + Penalty 3380.961662 = -3399481.931594
  nChanged 2213
		SP:Iteration 5F (9954.020000 sec): 3 clusters
  Score: Raw -3404245.926102 + Penalty 3380.961662 = -3400864.964440
  nChanged 2060
		SP:Iteration 6F (9954.100000 sec): 3 clusters
  Score: Raw -3405573.543823 + Penalty 3380.961662 = -3402192.582161
  nChanged 1817
		SP:Iteration 7F (9954.170000 sec): 3 clusters
  Score: Raw -3406835.261888 + Penalty 3380.961662 = -3403454.300225
  nChanged 1617
		SP:Iteration 8Q (9954.250000 sec): 3 clusters
  Score: Raw -3407989.608675 + Penalty 3380.961662 = -3404608.647013
  nChanged 1337
		SP:Iteration 9Q (9954.330000 sec): 3 clusters
  Score: Raw -3408962.866846 + Penalty 3380.961662 = -3405581.905184
  nChanged 1054
		SP:Iteration 10Q (9954.400000 sec): 3 clusters
  Score: Raw -3409776.172143 + Penalty 3380.961662 = -3406395.210481
  nChanged 789
		SP:Iteration 11Q (9954.480000 sec): 3 clusters
  Score: Raw -3410423.064345 + Penalty 3380.961662 = -3407042.102683
  nChanged 523
		SP:Iteration 12Q (9954.550000 sec): 3 clusters
  Score: Raw -3410862.263910 + Penalty 3380.961662 = -3407481.302247
  nChanged 335
		SP:Iteration 13Q (9954.610000 sec): 3 clusters
  Score: Raw -3411145.080354 + Penalty 3380.961662 = -3407764.118692
  nChanged 209
		SP:Iteration 14Q (9954.670000 sec): 3 clusters
  Score: Raw -3411306.632609 + Penalty 3380.961662 = -3407925.670947
  nChanged 132
		SP:Iteration 15Q (9954.730000 sec): 3 clusters
  Score: Raw -3411418.484567 + Penalty 3380.961662 = -3408037.522905
  nChanged 97
		SP:Iteration 16Q (9954.780000 sec): 3 clusters
  Score: Raw -3411496.040017 + Penalty 3380.961662 = -3408115.078355
  nChanged 65
		SP:Iteration 17Q (9954.840000 sec): 3 clusters
  Score: Raw -3411555.844673 + Penalty 3380.961662 = -3408174.883011
  nChanged 47
		SP:Iteration 18Q (9954.890000 sec): 3 clusters
  Score: Raw -3411599.918219 + Penalty 3380.961662 = -3408218.956556
  nChanged 32
		SP:Iteration 19Q (9954.940000 sec): 3 clusters
  Score: Raw -3411626.531277 + Penalty 3380.961662 = -3408245.569614
  nChanged 25
		SP:Iteration 20F (9955.020000 sec): 3 clusters
  Score: Raw -3411647.373690 + Penalty 3380.961662 = -3408266.412028
  nChanged 23
		SP:Iteration 21Q (9955.070000 sec): 3 clusters
  Score: Raw -3411663.684702 + Penalty 3380.961662 = -3408282.723040
  nChanged 22
		SP:Iteration 22Q (9955.130000 sec): 3 clusters
  Score: Raw -3411682.097070 + Penalty 3380.961662 = -3408301.135408
  nChanged 18
		SP:Iteration 23Q (9955.180000 sec): 3 clusters
  Score: Raw -3411699.758496 + Penalty 3380.961662 = -3408318.796834
  nChanged 8
		SP:Iteration 24Q (9955.230000 sec): 3 clusters
  Score: Raw -3411707.940374 + Penalty 3380.961662 = -3408326.978712
  nChanged 10
		SP:Iteration 25Q (9955.280000 sec): 3 clusters
  Score: Raw -3411716.425460 + Penalty 3380.961662 = -3408335.463798
  nChanged 6
		SP:Iteration 26Q (9955.340000 sec): 3 clusters
  Score: Raw -3411720.107212 + Penalty 3380.961662 = -3408339.145550
  nChanged 4
		SP:Iteration 27Q (9955.390000 sec): 3 clusters
  Score: Raw -3411722.289873 + Penalty 3380.961662 = -3408341.328211
  nChanged 3
		SP:Iteration 28Q (9955.440000 sec): 3 clusters
  Score: Raw -3411725.360902 + Penalty 3380.961662 = -3408344.399240
  nChanged 2
		SP:Iteration 29Q (9955.490000 sec): 3 clusters
  Score: Raw -3411728.152128 + Penalty 3380.961662 = -3408347.190466
  nChanged 5
		SP:Iteration 30Q (9955.550000 sec): 3 clusters
  Score: Raw -3411735.288081 + Penalty 3380.961662 = -3408354.326419
  nChanged 7
		SP:Iteration 31Q (9955.600000 sec): 3 clusters
  Score: Raw -3411741.165639 + Penalty 3380.961662 = -3408360.203977
  nChanged 7
		SP:Iteration 32Q (9955.650000 sec): 3 clusters
  Score: Raw -3411747.509703 + Penalty 3380.961662 = -3408366.548041
  nChanged 3
		SP:Iteration 33Q (9955.700000 sec): 3 clusters
  Score: Raw -3411750.220048 + Penalty 3380.961662 = -3408369.258385
  nChanged 2
		SP:Iteration 34Q (9955.760000 sec): 3 clusters
  Score: Raw -3411750.685764 + Penalty 3380.961662 = -3408369.724101
  nChanged 0
		SP:Iteration 35F (9955.830000 sec): 3 clusters
  Score: Raw -3411750.685764 + Penalty 3380.961662 = -3408369.724101
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 6 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9955.850000 sec): 2 clusters
  Score: Raw -128572.673664 + Penalty 1171.637940 = -127401.035725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9955.850000 sec): 3 clusters
  Score: Raw -128037.924072 + Penalty 2343.275879 = -125694.648193
  nChanged 443
		SP:Iteration 1F (9955.860000 sec): 3 clusters
  Score: Raw -128328.609953 + Penalty 2343.275879 = -125985.334073
  nChanged 107
		SP:Iteration 2F (9955.860000 sec): 3 clusters
  Score: Raw -128408.997399 + Penalty 2343.275879 = -126065.721520
  nChanged 68
		SP:Iteration 3F (9955.860000 sec): 3 clusters
  Score: Raw -128464.950629 + Penalty 2343.275879 = -126121.674750
  nChanged 41
		SP:Iteration 4Q (9955.860000 sec): 3 clusters
  Score: Raw -128500.789250 + Penalty 2343.275879 = -126157.513371
  nChanged 37
		SP:Iteration 5Q (9955.870000 sec): 3 clusters
  Score: Raw -128526.304972 + Penalty 2343.275879 = -126183.029093
  nChanged 29
		SP:Iteration 6Q (9955.870000 sec): 3 clusters
  Score: Raw -128548.805191 + Penalty 2343.275879 = -126205.529312
  nChanged 31
		SP:Iteration 7Q (9955.880000 sec): 3 clusters
  Score: Raw -128574.464865 + Penalty 2343.275879 = -126231.188986
  nChanged 25
		SP:Iteration 8Q (9955.880000 sec): 3 clusters
  Score: Raw -128591.858467 + Penalty 2343.275879 = -126248.582588
  nChanged 20
		SP:Iteration 9Q (9955.880000 sec): 3 clusters
  Score: Raw -128607.232904 + Penalty 2343.275879 = -126263.957025
  nChanged 20
		SP:Iteration 10Q (9955.880000 sec): 3 clusters
  Score: Raw -128621.047670 + Penalty 2343.275879 = -126277.771791
  nChanged 22
		SP:Iteration 11Q (9955.890000 sec): 3 clusters
  Score: Raw -128639.569824 + Penalty 2343.275879 = -126296.293945
  nChanged 16
		SP:Iteration 12Q (9955.890000 sec): 3 clusters
  Score: Raw -128654.869272 + Penalty 2343.275879 = -126311.593393
  nChanged 20
		SP:Iteration 13Q (9955.890000 sec): 3 clusters
  Score: Raw -128672.827591 + Penalty 2343.275879 = -126329.551712
  nChanged 23
		SP:Iteration 14Q (9955.900000 sec): 3 clusters
  Score: Raw -128693.217529 + Penalty 2343.275879 = -126349.941650
  nChanged 26
		SP:Iteration 15Q (9955.900000 sec): 3 clusters
  Score: Raw -128712.393657 + Penalty 2343.275879 = -126369.117778
  nChanged 19
		SP:Iteration 16Q (9955.900000 sec): 3 clusters
  Score: Raw -128730.770445 + Penalty 2343.275879 = -126387.494566
  nChanged 12
		SP:Iteration 17Q (9955.900000 sec): 3 clusters
  Score: Raw -128738.584852 + Penalty 2343.275879 = -126395.308973
  nChanged 14
		SP:Iteration 18Q (9955.910000 sec): 3 clusters
  Score: Raw -128746.884937 + Penalty 2343.275879 = -126403.609058
  nChanged 8
		SP:Iteration 19Q (9955.910000 sec): 3 clusters
  Score: Raw -128751.196479 + Penalty 2343.275879 = -126407.920600
  nChanged 5
		SP:Iteration 20F (9955.920000 sec): 3 clusters
  Score: Raw -128753.478462 + Penalty 2343.275879 = -126410.202583
  nChanged 7
		SP:Iteration 21Q (9955.920000 sec): 3 clusters
  Score: Raw -128757.806991 + Penalty 2343.275879 = -126414.531112
  nChanged 5
		SP:Iteration 22Q (9955.920000 sec): 3 clusters
  Score: Raw -128764.179460 + Penalty 2343.275879 = -126420.903581
  nChanged 7
		SP:Iteration 23Q (9955.920000 sec): 3 clusters
  Score: Raw -128774.913833 + Penalty 2343.275879 = -126431.637954
  nChanged 7
		SP:Iteration 24Q (9955.930000 sec): 3 clusters
  Score: Raw -128780.999455 + Penalty 2343.275879 = -126437.723576
  nChanged 4
		SP:Iteration 25Q (9955.930000 sec): 3 clusters
  Score: Raw -128783.253687 + Penalty 2343.275879 = -126439.977808
  nChanged 3
		SP:Iteration 26Q (9955.930000 sec): 3 clusters
  Score: Raw -128784.525148 + Penalty 2343.275879 = -126441.249269
  nChanged 1
		SP:Iteration 27Q (9955.940000 sec): 3 clusters
  Score: Raw -128787.168970 + Penalty 2343.275879 = -126443.893091
  nChanged 3
		SP:Iteration 28Q (9955.940000 sec): 3 clusters
  Score: Raw -128789.817726 + Penalty 2343.275879 = -126446.541847
  nChanged 2
		SP:Iteration 29Q (9955.940000 sec): 3 clusters
  Score: Raw -128791.928574 + Penalty 2343.275879 = -126448.652695
  nChanged 4
		SP:Iteration 30Q (9955.940000 sec): 3 clusters
  Score: Raw -128794.931772 + Penalty 2343.275879 = -126451.655893
  nChanged 3
		SP:Iteration 31Q (9955.950000 sec): 3 clusters
  Score: Raw -128797.711742 + Penalty 2343.275879 = -126454.435863
  nChanged 0
		SP:Iteration 32F (9955.950000 sec): 3 clusters
  Score: Raw -128797.711742 + Penalty 2343.275879 = -126454.435863
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 7 (3479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9955.960000 sec): 2 clusters
  Score: Raw -323234.355909 + Penalty 1325.106278 = -321909.249631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9955.970000 sec): 3 clusters
  Score: Raw -321527.077638 + Penalty 2650.212557 = -318876.865081
  nChanged 1369
		SP:Iteration 1F (9955.980000 sec): 3 clusters
  Score: Raw -322389.453466 + Penalty 2650.212557 = -319739.240909
  nChanged 303
		SP:Iteration 2F (9955.990000 sec): 3 clusters
  Score: Raw -322612.011629 + Penalty 2650.212557 = -319961.799072
  nChanged 225
		SP:Iteration 3F (9956.000000 sec): 3 clusters
  Score: Raw -322776.501579 + Penalty 2650.212557 = -320126.289022
  nChanged 173
		SP:Iteration 4Q (9956.000000 sec): 3 clusters
  Score: Raw -322913.886932 + Penalty 2650.212557 = -320263.674375
  nChanged 158
		SP:Iteration 5Q (9956.010000 sec): 3 clusters
  Score: Raw -323033.183058 + Penalty 2650.212557 = -320382.970501
  nChanged 121
		SP:Iteration 6Q (9956.020000 sec): 3 clusters
  Score: Raw -323122.295435 + Penalty 2650.212557 = -320472.082878
  nChanged 86
		SP:Iteration 7Q (9956.030000 sec): 3 clusters
  Score: Raw -323180.606230 + Penalty 2650.212557 = -320530.393673
  nChanged 82
		SP:Iteration 8Q (9956.040000 sec): 3 clusters
  Score: Raw -323221.447423 + Penalty 2650.212557 = -320571.234866
  nChanged 65
		SP:Iteration 9Q (9956.040000 sec): 3 clusters
  Score: Raw -323251.641726 + Penalty 2650.212557 = -320601.429170
  nChanged 56
		SP:Iteration 10Q (9956.050000 sec): 3 clusters
  Score: Raw -323278.694252 + Penalty 2650.212557 = -320628.481696
  nChanged 40
		SP:Iteration 11Q (9956.060000 sec): 3 clusters
  Score: Raw -323299.668558 + Penalty 2650.212557 = -320649.456001
  nChanged 47
		SP:Iteration 12Q (9956.070000 sec): 3 clusters
  Score: Raw -323324.161692 + Penalty 2650.212557 = -320673.949135
  nChanged 50
		SP:Iteration 13Q (9956.080000 sec): 3 clusters
  Score: Raw -323344.731644 + Penalty 2650.212557 = -320694.519087
  nChanged 30
		SP:Iteration 14Q (9956.080000 sec): 3 clusters
  Score: Raw -323358.730004 + Penalty 2650.212557 = -320708.517447
  nChanged 38
		SP:Iteration 15Q (9956.090000 sec): 3 clusters
  Score: Raw -323371.353668 + Penalty 2650.212557 = -320721.141111
  nChanged 22
		SP:Iteration 16Q (9956.100000 sec): 3 clusters
  Score: Raw -323377.511163 + Penalty 2650.212557 = -320727.298606
  nChanged 17
		SP:Iteration 17Q (9956.100000 sec): 3 clusters
  Score: Raw -323383.720929 + Penalty 2650.212557 = -320733.508372
  nChanged 21
		SP:Iteration 18Q (9956.110000 sec): 3 clusters
  Score: Raw -323391.307616 + Penalty 2650.212557 = -320741.095060
  nChanged 17
		SP:Iteration 19Q (9956.120000 sec): 3 clusters
  Score: Raw -323396.043786 + Penalty 2650.212557 = -320745.831229
  nChanged 17
		SP:Iteration 20F (9956.130000 sec): 3 clusters
  Score: Raw -323401.450366 + Penalty 2650.212557 = -320751.237809
  nChanged 16
		SP:Iteration 21Q (9956.140000 sec): 3 clusters
  Score: Raw -323408.210003 + Penalty 2650.212557 = -320757.997447
  nChanged 14
		SP:Iteration 22Q (9956.140000 sec): 3 clusters
  Score: Raw -323413.443043 + Penalty 2650.212557 = -320763.230486
  nChanged 17
		SP:Iteration 23Q (9956.150000 sec): 3 clusters
  Score: Raw -323420.345258 + Penalty 2650.212557 = -320770.132701
  nChanged 16
		SP:Iteration 24Q (9956.160000 sec): 3 clusters
  Score: Raw -323426.451065 + Penalty 2650.212557 = -320776.238508
  nChanged 15
		SP:Iteration 25Q (9956.170000 sec): 3 clusters
  Score: Raw -323432.026601 + Penalty 2650.212557 = -320781.814044
  nChanged 13
		SP:Iteration 26Q (9956.180000 sec): 3 clusters
  Score: Raw -323437.252263 + Penalty 2650.212557 = -320787.039706
  nChanged 15
		SP:Iteration 27Q (9956.180000 sec): 3 clusters
  Score: Raw -323442.814327 + Penalty 2650.212557 = -320792.601770
  nChanged 9
		SP:Iteration 28Q (9956.190000 sec): 3 clusters
  Score: Raw -323445.478159 + Penalty 2650.212557 = -320795.265602
  nChanged 13
		SP:Iteration 29Q (9956.200000 sec): 3 clusters
  Score: Raw -323451.066872 + Penalty 2650.212557 = -320800.854315
  nChanged 12
		SP:Iteration 30Q (9956.210000 sec): 3 clusters
  Score: Raw -323456.865363 + Penalty 2650.212557 = -320806.652806
  nChanged 21
		SP:Iteration 31Q (9956.210000 sec): 3 clusters
  Score: Raw -323464.442565 + Penalty 2650.212557 = -320814.230008
  nChanged 17
		SP:Iteration 32Q (9956.220000 sec): 3 clusters
  Score: Raw -323470.369724 + Penalty 2650.212557 = -320820.157167
  nChanged 19
		SP:Iteration 33Q (9956.230000 sec): 3 clusters
  Score: Raw -323479.023631 + Penalty 2650.212557 = -320828.811074
  nChanged 22
		SP:Iteration 34Q (9956.240000 sec): 3 clusters
  Score: Raw -323488.307705 + Penalty 2650.212557 = -320838.095148
  nChanged 20
		SP:Iteration 35Q (9956.240000 sec): 3 clusters
  Score: Raw -323493.262606 + Penalty 2650.212557 = -320843.050049
  nChanged 12
		SP:Iteration 36Q (9956.250000 sec): 3 clusters
  Score: Raw -323498.161788 + Penalty 2650.212557 = -320847.949231
  nChanged 10
		SP:Iteration 37Q (9956.260000 sec): 3 clusters
  Score: Raw -323501.547791 + Penalty 2650.212557 = -320851.335234
  nChanged 10
		SP:Iteration 38Q (9956.270000 sec): 3 clusters
  Score: Raw -323505.977537 + Penalty 2650.212557 = -320855.764980
  nChanged 12
		SP:Iteration 39Q (9956.280000 sec): 3 clusters
  Score: Raw -323509.131925 + Penalty 2650.212557 = -320858.919368
  nChanged 12
		SP:Iteration 40F (9956.280000 sec): 3 clusters
  Score: Raw -323512.614113 + Penalty 2650.212557 = -320862.401556
  nChanged 8
		SP:Iteration 41Q (9956.290000 sec): 3 clusters
  Score: Raw -323517.323182 + Penalty 2650.212557 = -320867.110625
  nChanged 18
		SP:Iteration 42Q (9956.300000 sec): 3 clusters
  Score: Raw -323524.403957 + Penalty 2650.212557 = -320874.191400
  nChanged 21
		SP:Iteration 43Q (9956.300000 sec): 3 clusters
  Score: Raw -323533.413888 + Penalty 2650.212557 = -320883.201331
  nChanged 21
		SP:Iteration 44Q (9956.310000 sec): 3 clusters
  Score: Raw -323541.072266 + Penalty 2650.212557 = -320890.859709
  nChanged 19
		SP:Iteration 45Q (9956.320000 sec): 3 clusters
  Score: Raw -323548.319680 + Penalty 2650.212557 = -320898.107123
  nChanged 17
		SP:Iteration 46Q (9956.330000 sec): 3 clusters
  Score: Raw -323554.326230 + Penalty 2650.212557 = -320904.113673
  nChanged 15
		SP:Iteration 47Q (9956.340000 sec): 3 clusters
  Score: Raw -323558.666682 + Penalty 2650.212557 = -320908.454125
  nChanged 13
		SP:Iteration 48Q (9956.340000 sec): 3 clusters
  Score: Raw -323563.293216 + Penalty 2650.212557 = -320913.080659
  nChanged 10
		SP:Iteration 49Q (9956.350000 sec): 3 clusters
  Score: Raw -323568.457800 + Penalty 2650.212557 = -320918.245243
  nChanged 17
		SP:Iteration 50Q (9956.360000 sec): 3 clusters
  Score: Raw -323573.830663 + Penalty 2650.212557 = -320923.618106
  nChanged 13
		SP:Iteration 51Q (9956.370000 sec): 3 clusters
  Score: Raw -323578.325534 + Penalty 2650.212557 = -320928.112977
  nChanged 10
		SP:Iteration 52Q (9956.380000 sec): 3 clusters
  Score: Raw -323581.266877 + Penalty 2650.212557 = -320931.054320
  nChanged 10
		SP:Iteration 53Q (9956.380000 sec): 3 clusters
  Score: Raw -323583.282614 + Penalty 2650.212557 = -320933.070057
  nChanged 7
		SP:Iteration 54Q (9956.390000 sec): 3 clusters
  Score: Raw -323585.163984 + Penalty 2650.212557 = -320934.951427
  nChanged 4
		SP:Iteration 55Q (9956.400000 sec): 3 clusters
  Score: Raw -323585.959742 + Penalty 2650.212557 = -320935.747185
  nChanged 8
		SP:Iteration 56Q (9956.400000 sec): 3 clusters
  Score: Raw -323587.847101 + Penalty 2650.212557 = -320937.634544
  nChanged 5
		SP:Iteration 57Q (9956.410000 sec): 3 clusters
  Score: Raw -323589.257753 + Penalty 2650.212557 = -320939.045196
  nChanged 7
		SP:Iteration 58Q (9956.420000 sec): 3 clusters
  Score: Raw -323590.842736 + Penalty 2650.212557 = -320940.630179
  nChanged 6
		SP:Iteration 59Q (9956.430000 sec): 3 clusters
  Score: Raw -323592.417028 + Penalty 2650.212557 = -320942.204471
  nChanged 6
		SP:Iteration 60F (9956.440000 sec): 3 clusters
  Score: Raw -323594.070451 + Penalty 2650.212557 = -320943.857895
  nChanged 5
		SP:Iteration 61Q (9956.440000 sec): 3 clusters
  Score: Raw -323595.120425 + Penalty 2650.212557 = -320944.907869
  nChanged 1
		SP:Iteration 62Q (9956.450000 sec): 3 clusters
  Score: Raw -323595.351252 + Penalty 2650.212557 = -320945.138695
  nChanged 1
		SP:Iteration 63Q (9956.460000 sec): 3 clusters
  Score: Raw -323595.561654 + Penalty 2650.212557 = -320945.349097
  nChanged 1
		SP:Iteration 64Q (9956.460000 sec): 3 clusters
  Score: Raw -323595.931211 + Penalty 2650.212557 = -320945.718654
  nChanged 1
		SP:Iteration 65Q (9956.470000 sec): 3 clusters
  Score: Raw -323596.158873 + Penalty 2650.212557 = -320945.946316
  nChanged 2
		SP:Iteration 66Q (9956.480000 sec): 3 clusters
  Score: Raw -323596.620898 + Penalty 2650.212557 = -320946.408341
  nChanged 2
		SP:Iteration 67Q (9956.490000 sec): 3 clusters
  Score: Raw -323597.189877 + Penalty 2650.212557 = -320946.977320
  nChanged 1
		SP:Iteration 68Q (9956.500000 sec): 3 clusters
  Score: Raw -323597.374564 + Penalty 2650.212557 = -320947.162007
  nChanged 1
		SP:Iteration 69Q (9956.500000 sec): 3 clusters
  Score: Raw -323597.484636 + Penalty 2650.212557 = -320947.272079
  nChanged 1
		SP:Iteration 70Q (9956.510000 sec): 3 clusters
  Score: Raw -323597.779560 + Penalty 2650.212557 = -320947.567003
  nChanged 1
		SP:Iteration 71Q (9956.520000 sec): 3 clusters
  Score: Raw -323598.529830 + Penalty 2650.212557 = -320948.317273
  nChanged 3
		SP:Iteration 72Q (9956.530000 sec): 3 clusters
  Score: Raw -323599.334912 + Penalty 2650.212557 = -320949.122355
  nChanged 2
		SP:Iteration 73Q (9956.530000 sec): 3 clusters
  Score: Raw -323599.979201 + Penalty 2650.212557 = -320949.766644
  nChanged 1
		SP:Iteration 74Q (9956.540000 sec): 3 clusters
  Score: Raw -323600.388909 + Penalty 2650.212557 = -320950.176352
  nChanged 3
		SP:Iteration 75Q (9956.550000 sec): 3 clusters
  Score: Raw -323601.147309 + Penalty 2650.212557 = -320950.934752
  nChanged 2
		SP:Iteration 76Q (9956.560000 sec): 3 clusters
  Score: Raw -323601.576402 + Penalty 2650.212557 = -320951.363845
  nChanged 3
		SP:Iteration 77Q (9956.560000 sec): 3 clusters
  Score: Raw -323602.081094 + Penalty 2650.212557 = -320951.868537
  nChanged 1
		SP:Iteration 78Q (9956.570000 sec): 3 clusters
  Score: Raw -323602.336385 + Penalty 2650.212557 = -320952.123828
  nChanged 2
		SP:Iteration 79Q (9956.580000 sec): 3 clusters
  Score: Raw -323603.230835 + Penalty 2650.212557 = -320953.018278
  nChanged 2
		SP:Iteration 80F (9956.590000 sec): 3 clusters
  Score: Raw -323603.717523 + Penalty 2650.212557 = -320953.504966
  nChanged 3
		SP:Iteration 81Q (9956.600000 sec): 3 clusters
  Score: Raw -323604.208815 + Penalty 2650.212557 = -320953.996259
  nChanged 2
		SP:Iteration 82Q (9956.600000 sec): 3 clusters
  Score: Raw -323604.411426 + Penalty 2650.212557 = -320954.198869
  nChanged 0
		SP:Iteration 83F (9956.610000 sec): 3 clusters
  Score: Raw -323604.411426 + Penalty 2650.212557 = -320954.198869
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 8 (20824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9956.660000 sec): 2 clusters
  Score: Raw -2108514.231245 + Penalty 1615.877485 = -2106898.353760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9956.720000 sec): 3 clusters
  Score: Raw -2095936.022746 + Penalty 3231.754970 = -2092704.267776
  nChanged 9473
		SP:Iteration 1F (9956.760000 sec): 3 clusters
  Score: Raw -2101000.264294 + Penalty 3231.754970 = -2097768.509324
  nChanged 967
		SP:Iteration 2Q (9956.810000 sec): 3 clusters
  Score: Raw -2101316.784684 + Penalty 3231.754970 = -2098085.029714
  nChanged 960
		SP:Iteration 3Q (9956.860000 sec): 3 clusters
  Score: Raw -2101668.616304 + Penalty 3231.754970 = -2098436.861334
  nChanged 1012
		SP:Iteration 4Q (9956.910000 sec): 3 clusters
  Score: Raw -2102109.184769 + Penalty 3231.754970 = -2098877.429799
  nChanged 1137
		SP:Iteration 5F (9956.960000 sec): 3 clusters
  Score: Raw -2102756.701291 + Penalty 3231.754970 = -2099524.946321
  nChanged 1320
		SP:Iteration 6F (9957.010000 sec): 3 clusters
  Score: Raw -2103636.831377 + Penalty 3231.754970 = -2100405.076407
  nChanged 1474
		SP:Iteration 7F (9957.060000 sec): 3 clusters
  Score: Raw -2104765.526056 + Penalty 3231.754970 = -2101533.771086
  nChanged 1409
		SP:Iteration 8F (9957.110000 sec): 3 clusters
  Score: Raw -2105908.554871 + Penalty 3231.754970 = -2102676.799901
  nChanged 1145
		SP:Iteration 9F (9957.160000 sec): 3 clusters
  Score: Raw -2106826.038581 + Penalty 3231.754970 = -2103594.283611
  nChanged 827
		SP:Iteration 10Q (9957.210000 sec): 3 clusters
  Score: Raw -2107471.296020 + Penalty 3231.754970 = -2104239.541050
  nChanged 564
		SP:Iteration 11Q (9957.260000 sec): 3 clusters
  Score: Raw -2107934.899542 + Penalty 3231.754970 = -2104703.144572
  nChanged 395
		SP:Iteration 12Q (9957.300000 sec): 3 clusters
  Score: Raw -2108254.393405 + Penalty 3231.754970 = -2105022.638435
  nChanged 217
		SP:Iteration 13Q (9957.340000 sec): 3 clusters
  Score: Raw -2108429.650498 + Penalty 3231.754970 = -2105197.895528
  nChanged 131
		SP:Iteration 14Q (9957.390000 sec): 3 clusters
  Score: Raw -2108541.635677 + Penalty 3231.754970 = -2105309.880707
  nChanged 87
		SP:Iteration 15Q (9957.420000 sec): 3 clusters
  Score: Raw -2108633.937036 + Penalty 3231.754970 = -2105402.182066
  nChanged 49
		SP:Iteration 16Q (9957.460000 sec): 3 clusters
  Score: Raw -2108682.056572 + Penalty 3231.754970 = -2105450.301602
  nChanged 28
		SP:Iteration 17Q (9957.500000 sec): 3 clusters
  Score: Raw -2108711.411589 + Penalty 3231.754970 = -2105479.656619
  nChanged 20
		SP:Iteration 18Q (9957.540000 sec): 3 clusters
  Score: Raw -2108724.812094 + Penalty 3231.754970 = -2105493.057123
  nChanged 14
		SP:Iteration 19Q (9957.570000 sec): 3 clusters
  Score: Raw -2108736.676608 + Penalty 3231.754970 = -2105504.921638
  nChanged 7
		SP:Iteration 20F (9957.620000 sec): 3 clusters
  Score: Raw -2108745.273285 + Penalty 3231.754970 = -2105513.518315
  nChanged 12
		SP:Iteration 21Q (9957.660000 sec): 3 clusters
  Score: Raw -2108753.828265 + Penalty 3231.754970 = -2105522.073295
  nChanged 5
		SP:Iteration 22Q (9957.690000 sec): 3 clusters
  Score: Raw -2108758.239996 + Penalty 3231.754970 = -2105526.485026
  nChanged 5
		SP:Iteration 23Q (9957.730000 sec): 3 clusters
  Score: Raw -2108763.126028 + Penalty 3231.754970 = -2105531.371057
  nChanged 5
		SP:Iteration 24Q (9957.760000 sec): 3 clusters
  Score: Raw -2108766.916656 + Penalty 3231.754970 = -2105535.161686
  nChanged 5
		SP:Iteration 25Q (9957.800000 sec): 3 clusters
  Score: Raw -2108772.334578 + Penalty 3231.754970 = -2105540.579608
  nChanged 3
		SP:Iteration 26Q (9957.840000 sec): 3 clusters
  Score: Raw -2108778.576305 + Penalty 3231.754970 = -2105546.821335
  nChanged 6
		SP:Iteration 27Q (9957.870000 sec): 3 clusters
  Score: Raw -2108782.614284 + Penalty 3231.754970 = -2105550.859314
  nChanged 2
		SP:Iteration 28Q (9957.900000 sec): 3 clusters
  Score: Raw -2108786.116058 + Penalty 3231.754970 = -2105554.361088
  nChanged 1
		SP:Iteration 29Q (9957.940000 sec): 3 clusters
  Score: Raw -2108786.480902 + Penalty 3231.754970 = -2105554.725932
  nChanged 0
		SP:Iteration 30F (9957.990000 sec): 3 clusters
  Score: Raw -2108786.480902 + Penalty 3231.754970 = -2105554.725932
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 9 (8826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9958.020000 sec): 2 clusters
  Score: Raw -891397.541021 + Penalty 1476.386793 = -889921.154228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9958.040000 sec): 3 clusters
  Score: Raw -886447.990880 + Penalty 2952.773587 = -883495.217293
  nChanged 3751
		SP:Iteration 1F (9958.060000 sec): 3 clusters
  Score: Raw -888497.390608 + Penalty 2952.773587 = -885544.617022
  nChanged 547
		SP:Iteration 2F (9958.080000 sec): 3 clusters
  Score: Raw -888763.254589 + Penalty 2952.773587 = -885810.481002
  nChanged 465
		SP:Iteration 3F (9958.100000 sec): 3 clusters
  Score: Raw -888983.472074 + Penalty 2952.773587 = -886030.698487
  nChanged 376
		SP:Iteration 4Q (9958.120000 sec): 3 clusters
  Score: Raw -889166.488013 + Penalty 2952.773587 = -886213.714427
  nChanged 386
		SP:Iteration 5Q (9958.140000 sec): 3 clusters
  Score: Raw -889380.354597 + Penalty 2952.773587 = -886427.581010
  nChanged 347
		SP:Iteration 6Q (9958.160000 sec): 3 clusters
  Score: Raw -889581.455573 + Penalty 2952.773587 = -886628.681987
  nChanged 351
		SP:Iteration 7Q (9958.180000 sec): 3 clusters
  Score: Raw -889777.467379 + Penalty 2952.773587 = -886824.693792
  nChanged 332
		SP:Iteration 8Q (9958.200000 sec): 3 clusters
  Score: Raw -889972.984866 + Penalty 2952.773587 = -887020.211279
  nChanged 327
		SP:Iteration 9Q (9958.220000 sec): 3 clusters
  Score: Raw -890170.694455 + Penalty 2952.773587 = -887217.920869
  nChanged 321
		SP:Iteration 10Q (9958.240000 sec): 3 clusters
  Score: Raw -890359.223980 + Penalty 2952.773587 = -887406.450393
  nChanged 299
		SP:Iteration 11Q (9958.260000 sec): 3 clusters
  Score: Raw -890539.672858 + Penalty 2952.773587 = -887586.899271
  nChanged 257
		SP:Iteration 12Q (9958.280000 sec): 3 clusters
  Score: Raw -890692.461789 + Penalty 2952.773587 = -887739.688202
  nChanged 259
		SP:Iteration 13Q (9958.290000 sec): 3 clusters
  Score: Raw -890837.885037 + Penalty 2952.773587 = -887885.111451
  nChanged 213
		SP:Iteration 14Q (9958.310000 sec): 3 clusters
  Score: Raw -890958.025309 + Penalty 2952.773587 = -888005.251723
  nChanged 191
		SP:Iteration 15Q (9958.330000 sec): 3 clusters
  Score: Raw -891072.754648 + Penalty 2952.773587 = -888119.981061
  nChanged 174
		SP:Iteration 16Q (9958.350000 sec): 3 clusters
  Score: Raw -891170.395931 + Penalty 2952.773587 = -888217.622345
  nChanged 133
		SP:Iteration 17Q (9958.360000 sec): 3 clusters
  Score: Raw -891251.999819 + Penalty 2952.773587 = -888299.226232
  nChanged 122
		SP:Iteration 18Q (9958.380000 sec): 3 clusters
  Score: Raw -891326.027745 + Penalty 2952.773587 = -888373.254158
  nChanged 105
		SP:Iteration 19Q (9958.400000 sec): 3 clusters
  Score: Raw -891381.972242 + Penalty 2952.773587 = -888429.198656
  nChanged 86
		SP:Iteration 20F (9958.420000 sec): 3 clusters
  Score: Raw -891421.988524 + Penalty 2952.773587 = -888469.214937
  nChanged 70
		SP:Iteration 21Q (9958.440000 sec): 3 clusters
  Score: Raw -891455.846082 + Penalty 2952.773587 = -888503.072495
  nChanged 49
		SP:Iteration 22Q (9958.450000 sec): 3 clusters
  Score: Raw -891480.734989 + Penalty 2952.773587 = -888527.961402
  nChanged 33
		SP:Iteration 23Q (9958.470000 sec): 3 clusters
  Score: Raw -891494.988875 + Penalty 2952.773587 = -888542.215289
  nChanged 21
		SP:Iteration 24Q (9958.480000 sec): 3 clusters
  Score: Raw -891503.347903 + Penalty 2952.773587 = -888550.574316
  nChanged 13
		SP:Iteration 25Q (9958.500000 sec): 3 clusters
  Score: Raw -891508.741344 + Penalty 2952.773587 = -888555.967757
  nChanged 15
		SP:Iteration 26Q (9958.520000 sec): 3 clusters
  Score: Raw -891516.242094 + Penalty 2952.773587 = -888563.468507
  nChanged 19
		SP:Iteration 27Q (9958.530000 sec): 3 clusters
  Score: Raw -891524.812243 + Penalty 2952.773587 = -888572.038657
  nChanged 12
		SP:Iteration 28Q (9958.550000 sec): 3 clusters
  Score: Raw -891529.905392 + Penalty 2952.773587 = -888577.131806
  nChanged 11
		SP:Iteration 29Q (9958.560000 sec): 3 clusters
  Score: Raw -891534.763901 + Penalty 2952.773587 = -888581.990314
  nChanged 8
		SP:Iteration 30Q (9958.580000 sec): 3 clusters
  Score: Raw -891539.894983 + Penalty 2952.773587 = -888587.121396
  nChanged 14
		SP:Iteration 31Q (9958.590000 sec): 3 clusters
  Score: Raw -891548.559228 + Penalty 2952.773587 = -888595.785641
  nChanged 16
		SP:Iteration 32Q (9958.610000 sec): 3 clusters
  Score: Raw -891560.155467 + Penalty 2952.773587 = -888607.381881
  nChanged 24
		SP:Iteration 33Q (9958.620000 sec): 3 clusters
  Score: Raw -891578.222369 + Penalty 2952.773587 = -888625.448782
  nChanged 24
		SP:Iteration 34Q (9958.640000 sec): 3 clusters
  Score: Raw -891594.320105 + Penalty 2952.773587 = -888641.546518
  nChanged 26
		SP:Iteration 35Q (9958.660000 sec): 3 clusters
  Score: Raw -891607.823868 + Penalty 2952.773587 = -888655.050282
  nChanged 16
		SP:Iteration 36Q (9958.670000 sec): 3 clusters
  Score: Raw -891616.527857 + Penalty 2952.773587 = -888663.754270
  nChanged 13
		SP:Iteration 37Q (9958.680000 sec): 3 clusters
  Score: Raw -891622.808996 + Penalty 2952.773587 = -888670.035409
  nChanged 12
		SP:Iteration 38Q (9958.700000 sec): 3 clusters
  Score: Raw -891628.837009 + Penalty 2952.773587 = -888676.063422
  nChanged 5
		SP:Iteration 39Q (9958.720000 sec): 3 clusters
  Score: Raw -891630.697260 + Penalty 2952.773587 = -888677.923673
  nChanged 7
		SP:Iteration 40F (9958.740000 sec): 3 clusters
  Score: Raw -891636.524776 + Penalty 2952.773587 = -888683.751189
  nChanged 5
		SP:Iteration 41Q (9958.750000 sec): 3 clusters
  Score: Raw -891641.374892 + Penalty 2952.773587 = -888688.601305
  nChanged 9
		SP:Iteration 42Q (9958.770000 sec): 3 clusters
  Score: Raw -891646.587662 + Penalty 2952.773587 = -888693.814076
  nChanged 8
		SP:Iteration 43Q (9958.780000 sec): 3 clusters
  Score: Raw -891651.577142 + Penalty 2952.773587 = -888698.803555
  nChanged 6
		SP:Iteration 44Q (9958.800000 sec): 3 clusters
  Score: Raw -891654.552729 + Penalty 2952.773587 = -888701.779142
  nChanged 4
		SP:Iteration 45Q (9958.810000 sec): 3 clusters
  Score: Raw -891655.997564 + Penalty 2952.773587 = -888703.223977
  nChanged 1
		SP:Iteration 46Q (9958.830000 sec): 3 clusters
  Score: Raw -891656.367560 + Penalty 2952.773587 = -888703.593973
  nChanged 0
		SP:Iteration 47F (9958.850000 sec): 3 clusters
  Score: Raw -891656.367560 + Penalty 2952.773587 = -888703.593973
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 10 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9958.850000 sec): 2 clusters
  Score: Raw -32740.066778 + Penalty 948.156745 = -31791.910033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9958.860000 sec): 3 clusters
  Score: Raw -32789.176900 + Penalty 1896.313490 = -30892.863411
  nChanged 69
		SP:Iteration 1F (9958.860000 sec): 3 clusters
  Score: Raw -32926.079865 + Penalty 1896.313490 = -31029.766375
  nChanged 18
		SP:Iteration 2F (9958.860000 sec): 3 clusters
  Score: Raw -32964.714960 + Penalty 1896.313490 = -31068.401471
  nChanged 7
		SP:Iteration 3Q (9958.860000 sec): 3 clusters
  Score: Raw -32986.144336 + Penalty 1896.313490 = -31089.830846
  nChanged 7
		SP:Iteration 4Q (9958.860000 sec): 3 clusters
  Score: Raw -33012.949810 + Penalty 1896.313490 = -31116.636321
  nChanged 5
		SP:Iteration 5Q (9958.860000 sec): 3 clusters
  Score: Raw -33035.101826 + Penalty 1896.313490 = -31138.788337
  nChanged 6
		SP:Iteration 6Q (9958.860000 sec): 3 clusters
  Score: Raw -33073.008855 + Penalty 1896.313490 = -31176.695366
  nChanged 7
		SP:Iteration 7Q (9958.860000 sec): 3 clusters
  Score: Raw -33101.518032 + Penalty 1896.313490 = -31205.204542
  nChanged 9
		SP:Iteration 8Q (9958.860000 sec): 3 clusters
  Score: Raw -33142.783405 + Penalty 1896.313490 = -31246.469916
  nChanged 4
		SP:Iteration 9Q (9958.860000 sec): 3 clusters
  Score: Raw -33165.959682 + Penalty 1896.313490 = -31269.646193
  nChanged 5
		SP:Iteration 10Q (9958.860000 sec): 3 clusters
  Score: Raw -33190.843931 + Penalty 1896.313490 = -31294.530441
  nChanged 4
		SP:Iteration 11Q (9958.860000 sec): 3 clusters
  Score: Raw -33216.758625 + Penalty 1896.313490 = -31320.445136
  nChanged 1
		SP:Iteration 12Q (9958.860000 sec): 3 clusters
  Score: Raw -33222.395970 + Penalty 1896.313490 = -31326.082481
  nChanged 0
		SP:Iteration 13F (9958.860000 sec): 3 clusters
  Score: Raw -33226.268161 + Penalty 1896.313490 = -31329.954672
  nChanged 2
		SP:Iteration 14Q (9958.860000 sec): 3 clusters
  Score: Raw -33257.399579 + Penalty 1896.313490 = -31361.086089
  nChanged 2
		SP:Iteration 15Q (9958.860000 sec): 3 clusters
  Score: Raw -33269.667346 + Penalty 1896.313490 = -31373.353857
  nChanged 0
		SP:Iteration 16F (9958.870000 sec): 3 clusters
  Score: Raw -33269.667346 + Penalty 1896.313490 = -31373.353857
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 11 (10403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9958.900000 sec): 2 clusters
  Score: Raw -1046427.259387 + Penalty 1503.100545 = -1044924.158843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9958.920000 sec): 3 clusters
  Score: Raw -1040565.108652 + Penalty 3006.201089 = -1037558.907563
  nChanged 4522
		SP:Iteration 1F (9958.940000 sec): 3 clusters
  Score: Raw -1042969.748499 + Penalty 3006.201089 = -1039963.547410
  nChanged 616
		SP:Iteration 2F (9958.970000 sec): 3 clusters
  Score: Raw -1043254.253079 + Penalty 3006.201089 = -1040248.051989
  nChanged 532
		SP:Iteration 3F (9958.990000 sec): 3 clusters
  Score: Raw -1043468.353223 + Penalty 3006.201089 = -1040462.152134
  nChanged 433
		SP:Iteration 4Q (9959.010000 sec): 3 clusters
  Score: Raw -1043640.729600 + Penalty 3006.201089 = -1040634.528511
  nChanged 368
		SP:Iteration 5Q (9959.040000 sec): 3 clusters
  Score: Raw -1043792.358241 + Penalty 3006.201089 = -1040786.157152
  nChanged 340
		SP:Iteration 6Q (9959.060000 sec): 3 clusters
  Score: Raw -1043940.719657 + Penalty 3006.201089 = -1040934.518568
  nChanged 342
		SP:Iteration 7Q (9959.080000 sec): 3 clusters
  Score: Raw -1044081.991270 + Penalty 3006.201089 = -1041075.790180
  nChanged 321
		SP:Iteration 8Q (9959.110000 sec): 3 clusters
  Score: Raw -1044210.411877 + Penalty 3006.201089 = -1041204.210788
  nChanged 335
		SP:Iteration 9Q (9959.130000 sec): 3 clusters
  Score: Raw -1044344.612576 + Penalty 3006.201089 = -1041338.411487
  nChanged 303
		SP:Iteration 10Q (9959.160000 sec): 3 clusters
  Score: Raw -1044471.824367 + Penalty 3006.201089 = -1041465.623278
  nChanged 292
		SP:Iteration 11Q (9959.180000 sec): 3 clusters
  Score: Raw -1044588.209152 + Penalty 3006.201089 = -1041582.008062
  nChanged 277
		SP:Iteration 12Q (9959.200000 sec): 3 clusters
  Score: Raw -1044693.667221 + Penalty 3006.201089 = -1041687.466132
  nChanged 269
		SP:Iteration 13Q (9959.220000 sec): 3 clusters
  Score: Raw -1044789.983997 + Penalty 3006.201089 = -1041783.782907
  nChanged 261
		SP:Iteration 14Q (9959.250000 sec): 3 clusters
  Score: Raw -1044888.423276 + Penalty 3006.201089 = -1041882.222187
  nChanged 271
		SP:Iteration 15Q (9959.270000 sec): 3 clusters
  Score: Raw -1044995.826011 + Penalty 3006.201089 = -1041989.624921
  nChanged 288
		SP:Iteration 16Q (9959.300000 sec): 3 clusters
  Score: Raw -1045118.836936 + Penalty 3006.201089 = -1042112.635847
  nChanged 283
		SP:Iteration 17Q (9959.320000 sec): 3 clusters
  Score: Raw -1045253.542626 + Penalty 3006.201089 = -1042247.341537
  nChanged 295
		SP:Iteration 18Q (9959.340000 sec): 3 clusters
  Score: Raw -1045407.427302 + Penalty 3006.201089 = -1042401.226213
  nChanged 312
		SP:Iteration 19Q (9959.360000 sec): 3 clusters
  Score: Raw -1045571.836184 + Penalty 3006.201089 = -1042565.635095
  nChanged 296
		SP:Iteration 20F (9959.390000 sec): 3 clusters
  Score: Raw -1045729.654657 + Penalty 3006.201089 = -1042723.453568
  nChanged 279
		SP:Iteration 21Q (9959.410000 sec): 3 clusters
  Score: Raw -1045892.009723 + Penalty 3006.201089 = -1042885.808634
  nChanged 287
		SP:Iteration 22Q (9959.430000 sec): 3 clusters
  Score: Raw -1046067.132954 + Penalty 3006.201089 = -1043060.931865
  nChanged 212
		SP:Iteration 23Q (9959.450000 sec): 3 clusters
  Score: Raw -1046204.163684 + Penalty 3006.201089 = -1043197.962595
  nChanged 154
		SP:Iteration 24Q (9959.470000 sec): 3 clusters
  Score: Raw -1046294.503753 + Penalty 3006.201089 = -1043288.302664
  nChanged 108
		SP:Iteration 25Q (9959.490000 sec): 3 clusters
  Score: Raw -1046350.123327 + Penalty 3006.201089 = -1043343.922237
  nChanged 71
		SP:Iteration 26Q (9959.510000 sec): 3 clusters
  Score: Raw -1046391.735548 + Penalty 3006.201089 = -1043385.534458
  nChanged 65
		SP:Iteration 27Q (9959.530000 sec): 3 clusters
  Score: Raw -1046439.297555 + Penalty 3006.201089 = -1043433.096466
  nChanged 61
		SP:Iteration 28Q (9959.550000 sec): 3 clusters
  Score: Raw -1046479.494928 + Penalty 3006.201089 = -1043473.293839
  nChanged 45
		SP:Iteration 29Q (9959.560000 sec): 3 clusters
  Score: Raw -1046505.323715 + Penalty 3006.201089 = -1043499.122626
  nChanged 26
		SP:Iteration 30Q (9959.580000 sec): 3 clusters
  Score: Raw -1046521.012875 + Penalty 3006.201089 = -1043514.811786
  nChanged 30
		SP:Iteration 31Q (9959.600000 sec): 3 clusters
  Score: Raw -1046541.015178 + Penalty 3006.201089 = -1043534.814088
  nChanged 28
		SP:Iteration 32Q (9959.620000 sec): 3 clusters
  Score: Raw -1046560.837921 + Penalty 3006.201089 = -1043554.636832
  nChanged 31
		SP:Iteration 33Q (9959.640000 sec): 3 clusters
  Score: Raw -1046582.050047 + Penalty 3006.201089 = -1043575.848958
  nChanged 28
		SP:Iteration 34Q (9959.660000 sec): 3 clusters
  Score: Raw -1046601.525882 + Penalty 3006.201089 = -1043595.324793
  nChanged 18
		SP:Iteration 35Q (9959.670000 sec): 3 clusters
  Score: Raw -1046611.614344 + Penalty 3006.201089 = -1043605.413255
  nChanged 13
		SP:Iteration 36Q (9959.690000 sec): 3 clusters
  Score: Raw -1046619.334686 + Penalty 3006.201089 = -1043613.133597
  nChanged 10
		SP:Iteration 37Q (9959.710000 sec): 3 clusters
  Score: Raw -1046624.914598 + Penalty 3006.201089 = -1043618.713509
  nChanged 11
		SP:Iteration 38Q (9959.720000 sec): 3 clusters
  Score: Raw -1046632.136942 + Penalty 3006.201089 = -1043625.935853
  nChanged 15
		SP:Iteration 39Q (9959.740000 sec): 3 clusters
  Score: Raw -1046641.492674 + Penalty 3006.201089 = -1043635.291584
  nChanged 9
		SP:Iteration 40F (9959.770000 sec): 3 clusters
  Score: Raw -1046646.970480 + Penalty 3006.201089 = -1043640.769391
  nChanged 3
		SP:Iteration 41Q (9959.780000 sec): 3 clusters
  Score: Raw -1046650.488528 + Penalty 3006.201089 = -1043644.287439
  nChanged 4
		SP:Iteration 42Q (9959.800000 sec): 3 clusters
  Score: Raw -1046652.458826 + Penalty 3006.201089 = -1043646.257736
  nChanged 3
		SP:Iteration 43Q (9959.820000 sec): 3 clusters
  Score: Raw -1046654.814499 + Penalty 3006.201089 = -1043648.613410
  nChanged 2
		SP:Iteration 44Q (9959.840000 sec): 3 clusters
  Score: Raw -1046655.626533 + Penalty 3006.201089 = -1043649.425444
  nChanged 1
		SP:Iteration 45Q (9959.850000 sec): 3 clusters
  Score: Raw -1046657.429655 + Penalty 3006.201089 = -1043651.228566
  nChanged 5
		SP:Iteration 46Q (9959.870000 sec): 3 clusters
  Score: Raw -1046662.323510 + Penalty 3006.201089 = -1043656.122421
  nChanged 4
		SP:Iteration 47Q (9959.890000 sec): 3 clusters
  Score: Raw -1046664.347577 + Penalty 3006.201089 = -1043658.146487
  nChanged 3
		SP:Iteration 48Q (9959.900000 sec): 3 clusters
  Score: Raw -1046665.507961 + Penalty 3006.201089 = -1043659.306872
  nChanged 3
		SP:Iteration 49Q (9959.920000 sec): 3 clusters
  Score: Raw -1046667.375976 + Penalty 3006.201089 = -1043661.174887
  nChanged 7
		SP:Iteration 50Q (9959.940000 sec): 3 clusters
  Score: Raw -1046674.136283 + Penalty 3006.201089 = -1043667.935194
  nChanged 1
		SP:Iteration 51Q (9959.960000 sec): 3 clusters
  Score: Raw -1046675.798526 + Penalty 3006.201089 = -1043669.597437
  nChanged 3
		SP:Iteration 52Q (9959.980000 sec): 3 clusters
  Score: Raw -1046677.519351 + Penalty 3006.201089 = -1043671.318262
  nChanged 2
		SP:Iteration 53Q (9959.990000 sec): 3 clusters
  Score: Raw -1046679.083358 + Penalty 3006.201089 = -1043672.882269
  nChanged 1
		SP:Iteration 54Q (9960.010000 sec): 3 clusters
  Score: Raw -1046679.792264 + Penalty 3006.201089 = -1043673.591175
  nChanged 1
		SP:Iteration 55Q (9960.020000 sec): 3 clusters
  Score: Raw -1046681.830198 + Penalty 3006.201089 = -1043675.629109
  nChanged 3
		SP:Iteration 56Q (9960.040000 sec): 3 clusters
  Score: Raw -1046683.614375 + Penalty 3006.201089 = -1043677.413286
  nChanged 2
		SP:Iteration 57Q (9960.060000 sec): 3 clusters
  Score: Raw -1046685.432404 + Penalty 3006.201089 = -1043679.231315
  nChanged 4
		SP:Iteration 58Q (9960.080000 sec): 3 clusters
  Score: Raw -1046688.163561 + Penalty 3006.201089 = -1043681.962472
  nChanged 3
		SP:Iteration 59Q (9960.090000 sec): 3 clusters
  Score: Raw -1046689.734025 + Penalty 3006.201089 = -1043683.532936
  nChanged 2
		SP:Iteration 60F (9960.120000 sec): 3 clusters
  Score: Raw -1046690.797432 + Penalty 3006.201089 = -1043684.596343
  nChanged 1
		SP:Iteration 61Q (9960.140000 sec): 3 clusters
  Score: Raw -1046691.118323 + Penalty 3006.201089 = -1043684.917234
  nChanged 0
		SP:Iteration 62F (9960.160000 sec): 3 clusters
  Score: Raw -1046691.118323 + Penalty 3006.201089 = -1043684.917234
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 12 (35816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9960.260000 sec): 2 clusters
  Score: Raw -3538341.445127 + Penalty 1703.999375 = -3536637.445752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9960.340000 sec): 3 clusters
  Score: Raw -3515892.684301 + Penalty 3407.998750 = -3512484.685551
  nChanged 16719
		SP:Iteration 1F (9960.430000 sec): 3 clusters
  Score: Raw -3525485.038875 + Penalty 3407.998750 = -3522077.040125
  nChanged 1872
		SP:Iteration 2F (9960.510000 sec): 3 clusters
  Score: Raw -3526415.435966 + Penalty 3407.998750 = -3523007.437216
  nChanged 2121
		SP:Iteration 3F (9960.600000 sec): 3 clusters
  Score: Raw -3527548.928019 + Penalty 3407.998750 = -3524140.929269
  nChanged 2054
		SP:Iteration 4F (9960.680000 sec): 3 clusters
  Score: Raw -3528797.408129 + Penalty 3407.998750 = -3525389.409379
  nChanged 2072
		SP:Iteration 5F (9960.770000 sec): 3 clusters
  Score: Raw -3530192.285649 + Penalty 3407.998750 = -3526784.286899
  nChanged 2133
		SP:Iteration 6F (9960.850000 sec): 3 clusters
  Score: Raw -3531667.159020 + Penalty 3407.998750 = -3528259.160270
  nChanged 1943
		SP:Iteration 7F (9960.940000 sec): 3 clusters
  Score: Raw -3533001.321506 + Penalty 3407.998750 = -3529593.322756
  nChanged 1741
		SP:Iteration 8Q (9961.020000 sec): 3 clusters
  Score: Raw -3534183.873785 + Penalty 3407.998750 = -3530775.875035
  nChanged 1560
		SP:Iteration 9Q (9961.100000 sec): 3 clusters
  Score: Raw -3535182.625182 + Penalty 3407.998750 = -3531774.626432
  nChanged 1304
		SP:Iteration 10Q (9961.180000 sec): 3 clusters
  Score: Raw -3535961.357711 + Penalty 3407.998750 = -3532553.358961
  nChanged 1103
		SP:Iteration 11Q (9961.260000 sec): 3 clusters
  Score: Raw -3536491.973097 + Penalty 3407.998750 = -3533083.974347
  nChanged 962
		SP:Iteration 12Q (9961.340000 sec): 3 clusters
  Score: Raw -3536905.385619 + Penalty 3407.998750 = -3533497.386869
  nChanged 829
		SP:Iteration 13Q (9961.420000 sec): 3 clusters
  Score: Raw -3537216.133579 + Penalty 3407.998750 = -3533808.134829
  nChanged 720
		SP:Iteration 14Q (9961.490000 sec): 3 clusters
  Score: Raw -3537478.756850 + Penalty 3407.998750 = -3534070.758100
  nChanged 651
		SP:Iteration 15Q (9961.570000 sec): 3 clusters
  Score: Raw -3537704.063859 + Penalty 3407.998750 = -3534296.065109
  nChanged 601
		SP:Iteration 16Q (9961.640000 sec): 3 clusters
  Score: Raw -3537909.283231 + Penalty 3407.998750 = -3534501.284481
  nChanged 515
		SP:Iteration 17Q (9961.710000 sec): 3 clusters
  Score: Raw -3538066.802269 + Penalty 3407.998750 = -3534658.803519
  nChanged 455
		SP:Iteration 18Q (9961.790000 sec): 3 clusters
  Score: Raw -3538206.420029 + Penalty 3407.998750 = -3534798.421279
  nChanged 405
		SP:Iteration 19Q (9961.860000 sec): 3 clusters
  Score: Raw -3538333.165765 + Penalty 3407.998750 = -3534925.167015
  nChanged 338
		SP:Iteration 20F (9961.950000 sec): 3 clusters
  Score: Raw -3538437.386508 + Penalty 3407.998750 = -3535029.387758
  nChanged 298
		SP:Iteration 21Q (9962.010000 sec): 3 clusters
  Score: Raw -3538521.696426 + Penalty 3407.998750 = -3535113.697676
  nChanged 243
		SP:Iteration 22Q (9962.090000 sec): 3 clusters
  Score: Raw -3538586.421611 + Penalty 3407.998750 = -3535178.422861
  nChanged 214
		SP:Iteration 23Q (9962.150000 sec): 3 clusters
  Score: Raw -3538649.273205 + Penalty 3407.998750 = -3535241.274455
  nChanged 208
		SP:Iteration 24Q (9962.220000 sec): 3 clusters
  Score: Raw -3538728.836748 + Penalty 3407.998750 = -3535320.837998
  nChanged 205
		SP:Iteration 25Q (9962.290000 sec): 3 clusters
  Score: Raw -3538810.507355 + Penalty 3407.998750 = -3535402.508605
  nChanged 181
		SP:Iteration 26Q (9962.350000 sec): 3 clusters
  Score: Raw -3538878.263546 + Penalty 3407.998750 = -3535470.264796
  nChanged 139
		SP:Iteration 27Q (9962.420000 sec): 3 clusters
  Score: Raw -3538924.685207 + Penalty 3407.998750 = -3535516.686457
  nChanged 135
		SP:Iteration 28Q (9962.490000 sec): 3 clusters
  Score: Raw -3538965.920604 + Penalty 3407.998750 = -3535557.921854
  nChanged 103
		SP:Iteration 29Q (9962.550000 sec): 3 clusters
  Score: Raw -3539002.889796 + Penalty 3407.998750 = -3535594.891046
  nChanged 89
		SP:Iteration 30Q (9962.620000 sec): 3 clusters
  Score: Raw -3539035.623422 + Penalty 3407.998750 = -3535627.624672
  nChanged 93
		SP:Iteration 31Q (9962.690000 sec): 3 clusters
  Score: Raw -3539069.763175 + Penalty 3407.998750 = -3535661.764425
  nChanged 72
		SP:Iteration 32Q (9962.750000 sec): 3 clusters
  Score: Raw -3539096.409388 + Penalty 3407.998750 = -3535688.410639
  nChanged 65
		SP:Iteration 33Q (9962.820000 sec): 3 clusters
  Score: Raw -3539115.418308 + Penalty 3407.998750 = -3535707.419558
  nChanged 60
		SP:Iteration 34Q (9962.880000 sec): 3 clusters
  Score: Raw -3539129.453818 + Penalty 3407.998750 = -3535721.455068
  nChanged 44
		SP:Iteration 35Q (9962.950000 sec): 3 clusters
  Score: Raw -3539139.680886 + Penalty 3407.998750 = -3535731.682136
  nChanged 40
		SP:Iteration 36Q (9963.010000 sec): 3 clusters
  Score: Raw -3539150.332028 + Penalty 3407.998750 = -3535742.333278
  nChanged 32
		SP:Iteration 37Q (9963.070000 sec): 3 clusters
  Score: Raw -3539158.571251 + Penalty 3407.998750 = -3535750.572501
  nChanged 28
		SP:Iteration 38Q (9963.140000 sec): 3 clusters
  Score: Raw -3539165.225663 + Penalty 3407.998750 = -3535757.226914
  nChanged 31
		SP:Iteration 39Q (9963.200000 sec): 3 clusters
  Score: Raw -3539175.596113 + Penalty 3407.998750 = -3535767.597363
  nChanged 41
		SP:Iteration 40F (9963.290000 sec): 3 clusters
  Score: Raw -3539194.370965 + Penalty 3407.998750 = -3535786.372215
  nChanged 44
		SP:Iteration 41Q (9963.350000 sec): 3 clusters
  Score: Raw -3539210.039562 + Penalty 3407.998750 = -3535802.040812
  nChanged 37
		SP:Iteration 42Q (9963.410000 sec): 3 clusters
  Score: Raw -3539226.303232 + Penalty 3407.998750 = -3535818.304482
  nChanged 44
		SP:Iteration 43Q (9963.480000 sec): 3 clusters
  Score: Raw -3539244.471375 + Penalty 3407.998750 = -3535836.472625
  nChanged 42
		SP:Iteration 44Q (9963.540000 sec): 3 clusters
  Score: Raw -3539259.910174 + Penalty 3407.998750 = -3535851.911424
  nChanged 47
		SP:Iteration 45Q (9963.610000 sec): 3 clusters
  Score: Raw -3539273.691727 + Penalty 3407.998750 = -3535865.692977
  nChanged 43
		SP:Iteration 46Q (9963.670000 sec): 3 clusters
  Score: Raw -3539284.775189 + Penalty 3407.998750 = -3535876.776439
  nChanged 28
		SP:Iteration 47Q (9963.730000 sec): 3 clusters
  Score: Raw -3539293.701941 + Penalty 3407.998750 = -3535885.703191
  nChanged 36
		SP:Iteration 48Q (9963.790000 sec): 3 clusters
  Score: Raw -3539303.520943 + Penalty 3407.998750 = -3535895.522193
  nChanged 32
		SP:Iteration 49Q (9963.850000 sec): 3 clusters
  Score: Raw -3539309.837337 + Penalty 3407.998750 = -3535901.838587
  nChanged 18
		SP:Iteration 50Q (9963.920000 sec): 3 clusters
  Score: Raw -3539313.731253 + Penalty 3407.998750 = -3535905.732503
  nChanged 13
		SP:Iteration 51Q (9963.980000 sec): 3 clusters
  Score: Raw -3539316.686048 + Penalty 3407.998750 = -3535908.687298
  nChanged 13
		SP:Iteration 52Q (9964.040000 sec): 3 clusters
  Score: Raw -3539318.913037 + Penalty 3407.998750 = -3535910.914287
  nChanged 14
		SP:Iteration 53Q (9964.110000 sec): 3 clusters
  Score: Raw -3539321.363364 + Penalty 3407.998750 = -3535913.364614
  nChanged 14
		SP:Iteration 54Q (9964.170000 sec): 3 clusters
  Score: Raw -3539324.057595 + Penalty 3407.998750 = -3535916.058845
  nChanged 14
		SP:Iteration 55Q (9964.230000 sec): 3 clusters
  Score: Raw -3539326.665663 + Penalty 3407.998750 = -3535918.666913
  nChanged 15
		SP:Iteration 56Q (9964.290000 sec): 3 clusters
  Score: Raw -3539328.853918 + Penalty 3407.998750 = -3535920.855168
  nChanged 5
		SP:Iteration 57Q (9964.350000 sec): 3 clusters
  Score: Raw -3539329.558419 + Penalty 3407.998750 = -3535921.559669
  nChanged 4
		SP:Iteration 58Q (9964.420000 sec): 3 clusters
  Score: Raw -3539330.141747 + Penalty 3407.998750 = -3535922.142997
  nChanged 3
		SP:Iteration 59Q (9964.480000 sec): 3 clusters
  Score: Raw -3539330.489261 + Penalty 3407.998750 = -3535922.490511
  nChanged 3
		SP:Iteration 60F (9964.560000 sec): 3 clusters
  Score: Raw -3539330.882106 + Penalty 3407.998750 = -3535922.883356
  nChanged 2
		SP:Iteration 61Q (9964.630000 sec): 3 clusters
  Score: Raw -3539331.140444 + Penalty 3407.998750 = -3535923.141694
  nChanged 1
		SP:Iteration 62Q (9964.690000 sec): 3 clusters
  Score: Raw -3539331.269274 + Penalty 3407.998750 = -3535923.270524
  nChanged 0
		SP:Iteration 63F (9964.770000 sec): 3 clusters
  Score: Raw -3539331.269274 + Penalty 3407.998750 = -3535923.270524
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 13 (111204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9965.040000 sec): 2 clusters
  Score: Raw -11186000.116329 + Penalty 1888.107265 = -11184112.009064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9965.310000 sec): 3 clusters
  Score: Raw -11113265.610304 + Penalty 3776.214530 = -11109489.395774
  nChanged 53342
		SP:Iteration 1F (9965.580000 sec): 3 clusters
  Score: Raw -11144889.881586 + Penalty 3776.214530 = -11141113.667056
  nChanged 4123
		SP:Iteration 2Q (9965.860000 sec): 3 clusters
  Score: Raw -11146204.211231 + Penalty 3776.214530 = -11142427.996700
  nChanged 4451
		SP:Iteration 3Q (9966.140000 sec): 3 clusters
  Score: Raw -11147937.942954 + Penalty 3776.214530 = -11144161.728424
  nChanged 5151
		SP:Iteration 4Q (9966.420000 sec): 3 clusters
  Score: Raw -11150359.724113 + Penalty 3776.214530 = -11146583.509583
  nChanged 5861
		SP:Iteration 5F (9966.690000 sec): 3 clusters
  Score: Raw -11153631.363948 + Penalty 3776.214530 = -11149855.149418
  nChanged 6621
		SP:Iteration 6F (9966.950000 sec): 3 clusters
  Score: Raw -11157993.608580 + Penalty 3776.214530 = -11154217.394050
  nChanged 6999
		SP:Iteration 7F (9967.220000 sec): 3 clusters
  Score: Raw -11163139.498195 + Penalty 3776.214530 = -11159363.283665
  nChanged 6530
		SP:Iteration 8F (9967.490000 sec): 3 clusters
  Score: Raw -11168009.428960 + Penalty 3776.214530 = -11164233.214430
  nChanged 5515
		SP:Iteration 9Q (9967.750000 sec): 3 clusters
  Score: Raw -11171675.540103 + Penalty 3776.214530 = -11167899.325573
  nChanged 4349
		SP:Iteration 10Q (9968.000000 sec): 3 clusters
  Score: Raw -11174190.064541 + Penalty 3776.214530 = -11170413.850010
  nChanged 3352
		SP:Iteration 11Q (9968.250000 sec): 3 clusters
  Score: Raw -11175966.014595 + Penalty 3776.214530 = -11172189.800064
  nChanged 2709
		SP:Iteration 12Q (9968.490000 sec): 3 clusters
  Score: Raw -11177408.138906 + Penalty 3776.214530 = -11173631.924376
  nChanged 2471
		SP:Iteration 13Q (9968.730000 sec): 3 clusters
  Score: Raw -11178726.589815 + Penalty 3776.214530 = -11174950.375285
  nChanged 2303
		SP:Iteration 14Q (9968.950000 sec): 3 clusters
  Score: Raw -11179994.879778 + Penalty 3776.214530 = -11176218.665248
  nChanged 2125
		SP:Iteration 15Q (9969.180000 sec): 3 clusters
  Score: Raw -11181115.372398 + Penalty 3776.214530 = -11177339.157868
  nChanged 1885
		SP:Iteration 16Q (9969.400000 sec): 3 clusters
  Score: Raw -11182112.572898 + Penalty 3776.214530 = -11178336.358368
  nChanged 1753
		SP:Iteration 17Q (9969.620000 sec): 3 clusters
  Score: Raw -11183061.878265 + Penalty 3776.214530 = -11179285.663734
  nChanged 1538
		SP:Iteration 18Q (9969.830000 sec): 3 clusters
  Score: Raw -11183902.844872 + Penalty 3776.214530 = -11180126.630342
  nChanged 1366
		SP:Iteration 19Q (9970.040000 sec): 3 clusters
  Score: Raw -11184637.057823 + Penalty 3776.214530 = -11180860.843293
  nChanged 1125
		SP:Iteration 20F (9970.300000 sec): 3 clusters
  Score: Raw -11185187.362319 + Penalty 3776.214530 = -11181411.147789
  nChanged 906
		SP:Iteration 21Q (9970.510000 sec): 3 clusters
  Score: Raw -11185590.809915 + Penalty 3776.214530 = -11181814.595385
  nChanged 749
		SP:Iteration 22Q (9970.710000 sec): 3 clusters
  Score: Raw -11185910.183125 + Penalty 3776.214530 = -11182133.968595
  nChanged 617
		SP:Iteration 23Q (9970.900000 sec): 3 clusters
  Score: Raw -11186145.036437 + Penalty 3776.214530 = -11182368.821906
  nChanged 467
		SP:Iteration 24Q (9971.100000 sec): 3 clusters
  Score: Raw -11186307.395499 + Penalty 3776.214530 = -11182531.180969
  nChanged 359
		SP:Iteration 25Q (9971.290000 sec): 3 clusters
  Score: Raw -11186424.839101 + Penalty 3776.214530 = -11182648.624571
  nChanged 294
		SP:Iteration 26Q (9971.490000 sec): 3 clusters
  Score: Raw -11186510.554804 + Penalty 3776.214530 = -11182734.340274
  nChanged 219
		SP:Iteration 27Q (9971.680000 sec): 3 clusters
  Score: Raw -11186567.049858 + Penalty 3776.214530 = -11182790.835327
  nChanged 189
		SP:Iteration 28Q (9971.870000 sec): 3 clusters
  Score: Raw -11186618.806410 + Penalty 3776.214530 = -11182842.591880
  nChanged 156
		SP:Iteration 29Q (9972.060000 sec): 3 clusters
  Score: Raw -11186655.491390 + Penalty 3776.214530 = -11182879.276860
  nChanged 130
		SP:Iteration 30Q (9972.250000 sec): 3 clusters
  Score: Raw -11186682.655083 + Penalty 3776.214530 = -11182906.440552
  nChanged 100
		SP:Iteration 31Q (9972.440000 sec): 3 clusters
  Score: Raw -11186702.019795 + Penalty 3776.214530 = -11182925.805265
  nChanged 73
		SP:Iteration 32Q (9972.630000 sec): 3 clusters
  Score: Raw -11186713.911054 + Penalty 3776.214530 = -11182937.696524
  nChanged 57
		SP:Iteration 33Q (9972.810000 sec): 3 clusters
  Score: Raw -11186724.685632 + Penalty 3776.214530 = -11182948.471102
  nChanged 47
		SP:Iteration 34Q (9973.010000 sec): 3 clusters
  Score: Raw -11186732.809605 + Penalty 3776.214530 = -11182956.595074
  nChanged 52
		SP:Iteration 35Q (9973.200000 sec): 3 clusters
  Score: Raw -11186743.562778 + Penalty 3776.214530 = -11182967.348248
  nChanged 50
		SP:Iteration 36Q (9973.380000 sec): 3 clusters
  Score: Raw -11186751.519380 + Penalty 3776.214530 = -11182975.304849
  nChanged 48
		SP:Iteration 37Q (9973.570000 sec): 3 clusters
  Score: Raw -11186758.283642 + Penalty 3776.214530 = -11182982.069111
  nChanged 31
		SP:Iteration 38Q (9973.760000 sec): 3 clusters
  Score: Raw -11186762.152755 + Penalty 3776.214530 = -11182985.938225
  nChanged 25
		SP:Iteration 39Q (9973.950000 sec): 3 clusters
  Score: Raw -11186766.162088 + Penalty 3776.214530 = -11182989.947557
  nChanged 27
		SP:Iteration 40F (9974.210000 sec): 3 clusters
  Score: Raw -11186769.907525 + Penalty 3776.214530 = -11182993.692995
  nChanged 19
		SP:Iteration 41Q (9974.400000 sec): 3 clusters
  Score: Raw -11186772.654860 + Penalty 3776.214530 = -11182996.440330
  nChanged 17
		SP:Iteration 42Q (9974.590000 sec): 3 clusters
  Score: Raw -11186774.662624 + Penalty 3776.214530 = -11182998.448094
  nChanged 24
		SP:Iteration 43Q (9974.770000 sec): 3 clusters
  Score: Raw -11186778.145419 + Penalty 3776.214530 = -11183001.930889
  nChanged 23
		SP:Iteration 44Q (9974.960000 sec): 3 clusters
  Score: Raw -11186781.511791 + Penalty 3776.214530 = -11183005.297261
  nChanged 21
		SP:Iteration 45Q (9975.150000 sec): 3 clusters
  Score: Raw -11186784.816105 + Penalty 3776.214530 = -11183008.601575
  nChanged 23
		SP:Iteration 46Q (9975.340000 sec): 3 clusters
  Score: Raw -11186788.185675 + Penalty 3776.214530 = -11183011.971145
  nChanged 16
		SP:Iteration 47Q (9975.530000 sec): 3 clusters
  Score: Raw -11186790.438446 + Penalty 3776.214530 = -11183014.223916
  nChanged 14
		SP:Iteration 48Q (9975.710000 sec): 3 clusters
  Score: Raw -11186792.959870 + Penalty 3776.214530 = -11183016.745340
  nChanged 17
		SP:Iteration 49Q (9975.900000 sec): 3 clusters
  Score: Raw -11186796.387862 + Penalty 3776.214530 = -11183020.173332
  nChanged 19
		SP:Iteration 50Q (9976.090000 sec): 3 clusters
  Score: Raw -11186800.039113 + Penalty 3776.214530 = -11183023.824582
  nChanged 21
		SP:Iteration 51Q (9976.280000 sec): 3 clusters
  Score: Raw -11186803.028726 + Penalty 3776.214530 = -11183026.814195
  nChanged 24
		SP:Iteration 52Q (9976.470000 sec): 3 clusters
  Score: Raw -11186806.400663 + Penalty 3776.214530 = -11183030.186133
  nChanged 20
		SP:Iteration 53Q (9976.650000 sec): 3 clusters
  Score: Raw -11186808.847710 + Penalty 3776.214530 = -11183032.633180
  nChanged 12
		SP:Iteration 54Q (9976.840000 sec): 3 clusters
  Score: Raw -11186810.854658 + Penalty 3776.214530 = -11183034.640128
  nChanged 18
		SP:Iteration 55Q (9977.030000 sec): 3 clusters
  Score: Raw -11186812.866480 + Penalty 3776.214530 = -11183036.651950
  nChanged 10
		SP:Iteration 56Q (9977.210000 sec): 3 clusters
  Score: Raw -11186814.073690 + Penalty 3776.214530 = -11183037.859160
  nChanged 10
		SP:Iteration 57Q (9977.400000 sec): 3 clusters
  Score: Raw -11186815.183456 + Penalty 3776.214530 = -11183038.968926
  nChanged 6
		SP:Iteration 58Q (9977.590000 sec): 3 clusters
  Score: Raw -11186815.985817 + Penalty 3776.214530 = -11183039.771287
  nChanged 5
		SP:Iteration 59Q (9977.770000 sec): 3 clusters
  Score: Raw -11186816.494484 + Penalty 3776.214530 = -11183040.279954
  nChanged 5
		SP:Iteration 60F (9978.040000 sec): 3 clusters
  Score: Raw -11186816.963039 + Penalty 3776.214530 = -11183040.748509
  nChanged 4
		SP:Iteration 61Q (9978.230000 sec): 3 clusters
  Score: Raw -11186817.297472 + Penalty 3776.214530 = -11183041.082942
  nChanged 2
		SP:Iteration 62Q (9978.410000 sec): 3 clusters
  Score: Raw -11186817.472592 + Penalty 3776.214530 = -11183041.258062
  nChanged 1
		SP:Iteration 63Q (9978.600000 sec): 3 clusters
  Score: Raw -11186817.604873 + Penalty 3776.214530 = -11183041.390343
  nChanged 0
		SP:Iteration 64F (9978.860000 sec): 3 clusters
  Score: Raw -11186817.604873 + Penalty 3776.214530 = -11183041.390343
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 14 (5074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9978.920000 sec): 2 clusters
  Score: Raw -474261.118563 + Penalty 1386.431270 = -472874.687293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9978.930000 sec): 3 clusters
  Score: Raw -471626.642224 + Penalty 2772.862541 = -468853.779683
  nChanged 2033
		SP:Iteration 1F (9978.940000 sec): 3 clusters
  Score: Raw -472807.550217 + Penalty 2772.862541 = -470034.687676
  nChanged 425
		SP:Iteration 2F (9978.950000 sec): 3 clusters
  Score: Raw -473093.940390 + Penalty 2772.862541 = -470321.077849
  nChanged 345
		SP:Iteration 3F (9978.960000 sec): 3 clusters
  Score: Raw -473326.975905 + Penalty 2772.862541 = -470554.113364
  nChanged 275
		SP:Iteration 4F (9978.970000 sec): 3 clusters
  Score: Raw -473544.905081 + Penalty 2772.862541 = -470772.042540
  nChanged 258
		SP:Iteration 5F (9978.990000 sec): 3 clusters
  Score: Raw -473792.921464 + Penalty 2772.862541 = -471020.058924
  nChanged 263
		SP:Iteration 6F (9979.000000 sec): 3 clusters
  Score: Raw -474034.291386 + Penalty 2772.862541 = -471261.428846
  nChanged 253
		SP:Iteration 7Q (9979.010000 sec): 3 clusters
  Score: Raw -474255.748109 + Penalty 2772.862541 = -471482.885568
  nChanged 212
		SP:Iteration 8Q (9979.020000 sec): 3 clusters
  Score: Raw -474410.693228 + Penalty 2772.862541 = -471637.830688
  nChanged 176
		SP:Iteration 9Q (9979.030000 sec): 3 clusters
  Score: Raw -474505.706709 + Penalty 2772.862541 = -471732.844168
  nChanged 146
		SP:Iteration 10Q (9979.040000 sec): 3 clusters
  Score: Raw -474580.252238 + Penalty 2772.862541 = -471807.389698
  nChanged 124
		SP:Iteration 11Q (9979.050000 sec): 3 clusters
  Score: Raw -474638.859828 + Penalty 2772.862541 = -471865.997288
  nChanged 93
		SP:Iteration 12Q (9979.070000 sec): 3 clusters
  Score: Raw -474680.442418 + Penalty 2772.862541 = -471907.579878
  nChanged 81
		SP:Iteration 13Q (9979.080000 sec): 3 clusters
  Score: Raw -474711.784694 + Penalty 2772.862541 = -471938.922154
  nChanged 60
		SP:Iteration 14Q (9979.090000 sec): 3 clusters
  Score: Raw -474733.121524 + Penalty 2772.862541 = -471960.258983
  nChanged 56
		SP:Iteration 15Q (9979.100000 sec): 3 clusters
  Score: Raw -474752.387337 + Penalty 2772.862541 = -471979.524797
  nChanged 54
		SP:Iteration 16Q (9979.110000 sec): 3 clusters
  Score: Raw -474772.389385 + Penalty 2772.862541 = -471999.526844
  nChanged 42
		SP:Iteration 17Q (9979.120000 sec): 3 clusters
  Score: Raw -474786.938715 + Penalty 2772.862541 = -472014.076175
  nChanged 34
		SP:Iteration 18Q (9979.130000 sec): 3 clusters
  Score: Raw -474799.461056 + Penalty 2772.862541 = -472026.598516
  nChanged 34
		SP:Iteration 19Q (9979.140000 sec): 3 clusters
  Score: Raw -474808.961302 + Penalty 2772.862541 = -472036.098761
  nChanged 33
		SP:Iteration 20F (9979.150000 sec): 3 clusters
  Score: Raw -474819.135521 + Penalty 2772.862541 = -472046.272981
  nChanged 32
		SP:Iteration 21Q (9979.170000 sec): 3 clusters
  Score: Raw -474827.262264 + Penalty 2772.862541 = -472054.399724
  nChanged 30
		SP:Iteration 22Q (9979.180000 sec): 3 clusters
  Score: Raw -474835.844918 + Penalty 2772.862541 = -472062.982377
  nChanged 29
		SP:Iteration 23Q (9979.190000 sec): 3 clusters
  Score: Raw -474843.643924 + Penalty 2772.862541 = -472070.781383
  nChanged 15
		SP:Iteration 24Q (9979.200000 sec): 3 clusters
  Score: Raw -474847.080075 + Penalty 2772.862541 = -472074.217534
  nChanged 12
		SP:Iteration 25Q (9979.210000 sec): 3 clusters
  Score: Raw -474850.234632 + Penalty 2772.862541 = -472077.372092
  nChanged 12
		SP:Iteration 26Q (9979.220000 sec): 3 clusters
  Score: Raw -474853.204440 + Penalty 2772.862541 = -472080.341900
  nChanged 13
		SP:Iteration 27Q (9979.230000 sec): 3 clusters
  Score: Raw -474856.752420 + Penalty 2772.862541 = -472083.889879
  nChanged 16
		SP:Iteration 28Q (9979.240000 sec): 3 clusters
  Score: Raw -474860.541176 + Penalty 2772.862541 = -472087.678635
  nChanged 13
		SP:Iteration 29Q (9979.250000 sec): 3 clusters
  Score: Raw -474863.816089 + Penalty 2772.862541 = -472090.953548
  nChanged 13
		SP:Iteration 30Q (9979.270000 sec): 3 clusters
  Score: Raw -474866.839502 + Penalty 2772.862541 = -472093.976962
  nChanged 12
		SP:Iteration 31Q (9979.270000 sec): 3 clusters
  Score: Raw -474869.416401 + Penalty 2772.862541 = -472096.553861
  nChanged 12
		SP:Iteration 32Q (9979.290000 sec): 3 clusters
  Score: Raw -474872.570855 + Penalty 2772.862541 = -472099.708314
  nChanged 9
		SP:Iteration 33Q (9979.300000 sec): 3 clusters
  Score: Raw -474874.676318 + Penalty 2772.862541 = -472101.813777
  nChanged 8
		SP:Iteration 34Q (9979.310000 sec): 3 clusters
  Score: Raw -474876.524674 + Penalty 2772.862541 = -472103.662133
  nChanged 12
		SP:Iteration 35Q (9979.320000 sec): 3 clusters
  Score: Raw -474878.757024 + Penalty 2772.862541 = -472105.894483
  nChanged 7
		SP:Iteration 36Q (9979.330000 sec): 3 clusters
  Score: Raw -474880.733383 + Penalty 2772.862541 = -472107.870842
  nChanged 8
		SP:Iteration 37Q (9979.340000 sec): 3 clusters
  Score: Raw -474883.078274 + Penalty 2772.862541 = -472110.215734
  nChanged 10
		SP:Iteration 38Q (9979.350000 sec): 3 clusters
  Score: Raw -474885.159299 + Penalty 2772.862541 = -472112.296758
  nChanged 11
		SP:Iteration 39Q (9979.360000 sec): 3 clusters
  Score: Raw -474887.439670 + Penalty 2772.862541 = -472114.577130
  nChanged 9
		SP:Iteration 40F (9979.370000 sec): 3 clusters
  Score: Raw -474889.357323 + Penalty 2772.862541 = -472116.494782
  nChanged 6
		SP:Iteration 41Q (9979.390000 sec): 3 clusters
  Score: Raw -474890.345539 + Penalty 2772.862541 = -472117.482998
  nChanged 5
		SP:Iteration 42Q (9979.400000 sec): 3 clusters
  Score: Raw -474891.540815 + Penalty 2772.862541 = -472118.678274
  nChanged 5
		SP:Iteration 43Q (9979.410000 sec): 3 clusters
  Score: Raw -474892.113273 + Penalty 2772.862541 = -472119.250732
  nChanged 3
		SP:Iteration 44Q (9979.420000 sec): 3 clusters
  Score: Raw -474892.565473 + Penalty 2772.862541 = -472119.702933
  nChanged 3
		SP:Iteration 45Q (9979.430000 sec): 3 clusters
  Score: Raw -474892.892968 + Penalty 2772.862541 = -472120.030427
  nChanged 1
		SP:Iteration 46Q (9979.440000 sec): 3 clusters
  Score: Raw -474892.979502 + Penalty 2772.862541 = -472120.116962
  nChanged 0
		SP:Iteration 47F (9979.450000 sec): 3 clusters
  Score: Raw -474892.979502 + Penalty 2772.862541 = -472120.116962
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 15 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9979.460000 sec): 2 clusters
  Score: Raw -281049.189656 + Penalty 1280.569281 = -279768.620375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9979.470000 sec): 3 clusters
  Score: Raw -279821.516201 + Penalty 2561.138562 = -277260.377639
  nChanged 948
		SP:Iteration 1F (9979.470000 sec): 3 clusters
  Score: Raw -280390.890068 + Penalty 2561.138562 = -277829.751506
  nChanged 185
		SP:Iteration 2F (9979.480000 sec): 3 clusters
  Score: Raw -280495.947238 + Penalty 2561.138562 = -277934.808676
  nChanged 122
		SP:Iteration 3Q (9979.490000 sec): 3 clusters
  Score: Raw -280562.984214 + Penalty 2561.138562 = -278001.845652
  nChanged 89
		SP:Iteration 4Q (9979.490000 sec): 3 clusters
  Score: Raw -280613.004238 + Penalty 2561.138562 = -278051.865676
  nChanged 73
		SP:Iteration 5Q (9979.500000 sec): 3 clusters
  Score: Raw -280648.482696 + Penalty 2561.138562 = -278087.344134
  nChanged 59
		SP:Iteration 6Q (9979.510000 sec): 3 clusters
  Score: Raw -280678.640889 + Penalty 2561.138562 = -278117.502327
  nChanged 51
		SP:Iteration 7Q (9979.510000 sec): 3 clusters
  Score: Raw -280703.204641 + Penalty 2561.138562 = -278142.066080
  nChanged 41
		SP:Iteration 8Q (9979.520000 sec): 3 clusters
  Score: Raw -280723.510805 + Penalty 2561.138562 = -278162.372243
  nChanged 41
		SP:Iteration 9Q (9979.520000 sec): 3 clusters
  Score: Raw -280742.487109 + Penalty 2561.138562 = -278181.348547
  nChanged 40
		SP:Iteration 10Q (9979.530000 sec): 3 clusters
  Score: Raw -280759.082436 + Penalty 2561.138562 = -278197.943874
  nChanged 27
		SP:Iteration 11Q (9979.530000 sec): 3 clusters
  Score: Raw -280772.412546 + Penalty 2561.138562 = -278211.273984
  nChanged 29
		SP:Iteration 12Q (9979.540000 sec): 3 clusters
  Score: Raw -280785.146941 + Penalty 2561.138562 = -278224.008379
  nChanged 27
		SP:Iteration 13Q (9979.550000 sec): 3 clusters
  Score: Raw -280795.808547 + Penalty 2561.138562 = -278234.669985
  nChanged 22
		SP:Iteration 14Q (9979.550000 sec): 3 clusters
  Score: Raw -280805.565833 + Penalty 2561.138562 = -278244.427271
  nChanged 22
		SP:Iteration 15Q (9979.560000 sec): 3 clusters
  Score: Raw -280813.702564 + Penalty 2561.138562 = -278252.564002
  nChanged 17
		SP:Iteration 16Q (9979.570000 sec): 3 clusters
  Score: Raw -280819.086543 + Penalty 2561.138562 = -278257.947981
  nChanged 19
		SP:Iteration 17Q (9979.570000 sec): 3 clusters
  Score: Raw -280825.891272 + Penalty 2561.138562 = -278264.752710
  nChanged 21
		SP:Iteration 18Q (9979.580000 sec): 3 clusters
  Score: Raw -280834.055858 + Penalty 2561.138562 = -278272.917296
  nChanged 17
		SP:Iteration 19Q (9979.580000 sec): 3 clusters
  Score: Raw -280841.632871 + Penalty 2561.138562 = -278280.494309
  nChanged 23
		SP:Iteration 20F (9979.590000 sec): 3 clusters
  Score: Raw -280850.157786 + Penalty 2561.138562 = -278289.019224
  nChanged 16
		SP:Iteration 21Q (9979.590000 sec): 3 clusters
  Score: Raw -280857.098884 + Penalty 2561.138562 = -278295.960322
  nChanged 14
		SP:Iteration 22Q (9979.600000 sec): 3 clusters
  Score: Raw -280861.373936 + Penalty 2561.138562 = -278300.235374
  nChanged 10
		SP:Iteration 23Q (9979.610000 sec): 3 clusters
  Score: Raw -280866.012460 + Penalty 2561.138562 = -278304.873898
  nChanged 12
		SP:Iteration 24Q (9979.610000 sec): 3 clusters
  Score: Raw -280869.408259 + Penalty 2561.138562 = -278308.269697
  nChanged 6
		SP:Iteration 25Q (9979.620000 sec): 3 clusters
  Score: Raw -280871.659859 + Penalty 2561.138562 = -278310.521297
  nChanged 7
		SP:Iteration 26Q (9979.630000 sec): 3 clusters
  Score: Raw -280874.040016 + Penalty 2561.138562 = -278312.901454
  nChanged 6
		SP:Iteration 27Q (9979.630000 sec): 3 clusters
  Score: Raw -280876.044325 + Penalty 2561.138562 = -278314.905763
  nChanged 6
		SP:Iteration 28Q (9979.640000 sec): 3 clusters
  Score: Raw -280877.957613 + Penalty 2561.138562 = -278316.819051
  nChanged 6
		SP:Iteration 29Q (9979.650000 sec): 3 clusters
  Score: Raw -280880.336352 + Penalty 2561.138562 = -278319.197790
  nChanged 6
		SP:Iteration 30Q (9979.650000 sec): 3 clusters
  Score: Raw -280881.385221 + Penalty 2561.138562 = -278320.246659
  nChanged 9
		SP:Iteration 31Q (9979.660000 sec): 3 clusters
  Score: Raw -280884.310829 + Penalty 2561.138562 = -278323.172267
  nChanged 9
		SP:Iteration 32Q (9979.660000 sec): 3 clusters
  Score: Raw -280888.588937 + Penalty 2561.138562 = -278327.450375
  nChanged 7
		SP:Iteration 33Q (9979.670000 sec): 3 clusters
  Score: Raw -280890.660845 + Penalty 2561.138562 = -278329.522283
  nChanged 8
		SP:Iteration 34Q (9979.670000 sec): 3 clusters
  Score: Raw -280893.024748 + Penalty 2561.138562 = -278331.886186
  nChanged 4
		SP:Iteration 35Q (9979.680000 sec): 3 clusters
  Score: Raw -280894.182899 + Penalty 2561.138562 = -278333.044337
  nChanged 4
		SP:Iteration 36Q (9979.690000 sec): 3 clusters
  Score: Raw -280895.974557 + Penalty 2561.138562 = -278334.835995
  nChanged 5
		SP:Iteration 37Q (9979.690000 sec): 3 clusters
  Score: Raw -280897.998962 + Penalty 2561.138562 = -278336.860400
  nChanged 6
		SP:Iteration 38Q (9979.700000 sec): 3 clusters
  Score: Raw -280900.153533 + Penalty 2561.138562 = -278339.014972
  nChanged 7
		SP:Iteration 39Q (9979.710000 sec): 3 clusters
  Score: Raw -280902.658094 + Penalty 2561.138562 = -278341.519532
  nChanged 7
		SP:Iteration 40F (9979.710000 sec): 3 clusters
  Score: Raw -280905.532362 + Penalty 2561.138562 = -278344.393801
  nChanged 13
		SP:Iteration 41Q (9979.720000 sec): 3 clusters
  Score: Raw -280909.781196 + Penalty 2561.138562 = -278348.642634
  nChanged 14
		SP:Iteration 42Q (9979.720000 sec): 3 clusters
  Score: Raw -280915.445961 + Penalty 2561.138562 = -278354.307399
  nChanged 17
		SP:Iteration 43Q (9979.730000 sec): 3 clusters
  Score: Raw -280924.784510 + Penalty 2561.138562 = -278363.645948
  nChanged 17
		SP:Iteration 44Q (9979.730000 sec): 3 clusters
  Score: Raw -280933.887740 + Penalty 2561.138562 = -278372.749178
  nChanged 30
		SP:Iteration 45Q (9979.740000 sec): 3 clusters
  Score: Raw -280950.515853 + Penalty 2561.138562 = -278389.377291
  nChanged 32
		SP:Iteration 46Q (9979.750000 sec): 3 clusters
  Score: Raw -280966.357478 + Penalty 2561.138562 = -278405.218916
  nChanged 27
		SP:Iteration 47Q (9979.750000 sec): 3 clusters
  Score: Raw -280984.745694 + Penalty 2561.138562 = -278423.607132
  nChanged 30
		SP:Iteration 48Q (9979.760000 sec): 3 clusters
  Score: Raw -281002.915732 + Penalty 2561.138562 = -278441.777171
  nChanged 29
		SP:Iteration 49Q (9979.770000 sec): 3 clusters
  Score: Raw -281019.165342 + Penalty 2561.138562 = -278458.026781
  nChanged 31
		SP:Iteration 50Q (9979.770000 sec): 3 clusters
  Score: Raw -281037.583793 + Penalty 2561.138562 = -278476.445231
  nChanged 28
		SP:Iteration 51Q (9979.780000 sec): 3 clusters
  Score: Raw -281053.457090 + Penalty 2561.138562 = -278492.318528
  nChanged 40
		SP:Iteration 52Q (9979.780000 sec): 3 clusters
  Score: Raw -281078.316733 + Penalty 2561.138562 = -278517.178171
  nChanged 46
		SP:Iteration 53Q (9979.790000 sec): 3 clusters
  Score: Raw -281108.610137 + Penalty 2561.138562 = -278547.471576
  nChanged 43
		SP:Iteration 54Q (9979.790000 sec): 3 clusters
  Score: Raw -281137.569705 + Penalty 2561.138562 = -278576.431143
  nChanged 46
		SP:Iteration 55Q (9979.800000 sec): 3 clusters
  Score: Raw -281169.614445 + Penalty 2561.138562 = -278608.475883
  nChanged 42
		SP:Iteration 56Q (9979.810000 sec): 3 clusters
  Score: Raw -281196.520337 + Penalty 2561.138562 = -278635.381775
  nChanged 25
		SP:Iteration 57Q (9979.810000 sec): 3 clusters
  Score: Raw -281211.387984 + Penalty 2561.138562 = -278650.249422
  nChanged 19
		SP:Iteration 58Q (9979.820000 sec): 3 clusters
  Score: Raw -281225.410208 + Penalty 2561.138562 = -278664.271646
  nChanged 21
		SP:Iteration 59Q (9979.830000 sec): 3 clusters
  Score: Raw -281236.528309 + Penalty 2561.138562 = -278675.389747
  nChanged 20
		SP:Iteration 60F (9979.830000 sec): 3 clusters
  Score: Raw -281248.375188 + Penalty 2561.138562 = -278687.236626
  nChanged 19
		SP:Iteration 61Q (9979.840000 sec): 3 clusters
  Score: Raw -281259.768645 + Penalty 2561.138562 = -278698.630083
  nChanged 19
		SP:Iteration 62Q (9979.840000 sec): 3 clusters
  Score: Raw -281271.528207 + Penalty 2561.138562 = -278710.389645
  nChanged 16
		SP:Iteration 63Q (9979.850000 sec): 3 clusters
  Score: Raw -281280.898808 + Penalty 2561.138562 = -278719.760246
  nChanged 14
		SP:Iteration 64Q (9979.850000 sec): 3 clusters
  Score: Raw -281288.091090 + Penalty 2561.138562 = -278726.952528
  nChanged 11
		SP:Iteration 65Q (9979.860000 sec): 3 clusters
  Score: Raw -281295.776212 + Penalty 2561.138562 = -278734.637650
  nChanged 16
		SP:Iteration 66Q (9979.870000 sec): 3 clusters
  Score: Raw -281308.561257 + Penalty 2561.138562 = -278747.422695
  nChanged 22
		SP:Iteration 67Q (9979.870000 sec): 3 clusters
  Score: Raw -281322.217588 + Penalty 2561.138562 = -278761.079026
  nChanged 13
		SP:Iteration 68Q (9979.880000 sec): 3 clusters
  Score: Raw -281331.647355 + Penalty 2561.138562 = -278770.508793
  nChanged 6
		SP:Iteration 69Q (9979.880000 sec): 3 clusters
  Score: Raw -281335.431948 + Penalty 2561.138562 = -278774.293386
  nChanged 8
		SP:Iteration 70Q (9979.890000 sec): 3 clusters
  Score: Raw -281339.889115 + Penalty 2561.138562 = -278778.750553
  nChanged 4
		SP:Iteration 71Q (9979.890000 sec): 3 clusters
  Score: Raw -281342.233663 + Penalty 2561.138562 = -278781.095101
  nChanged 2
		SP:Iteration 72Q (9979.900000 sec): 3 clusters
  Score: Raw -281344.504370 + Penalty 2561.138562 = -278783.365808
  nChanged 7
		SP:Iteration 73Q (9979.910000 sec): 3 clusters
  Score: Raw -281349.330134 + Penalty 2561.138562 = -278788.191572
  nChanged 7
		SP:Iteration 74Q (9979.910000 sec): 3 clusters
  Score: Raw -281354.597536 + Penalty 2561.138562 = -278793.458974
  nChanged 10
		SP:Iteration 75Q (9979.920000 sec): 3 clusters
  Score: Raw -281359.309500 + Penalty 2561.138562 = -278798.170938
  nChanged 7
		SP:Iteration 76Q (9979.920000 sec): 3 clusters
  Score: Raw -281362.865172 + Penalty 2561.138562 = -278801.726610
  nChanged 3
		SP:Iteration 77Q (9979.930000 sec): 3 clusters
  Score: Raw -281363.817808 + Penalty 2561.138562 = -278802.679246
  nChanged 1
		SP:Iteration 78Q (9979.930000 sec): 3 clusters
  Score: Raw -281364.321270 + Penalty 2561.138562 = -278803.182709
  nChanged 1
		SP:Iteration 79Q (9979.940000 sec): 3 clusters
  Score: Raw -281364.653354 + Penalty 2561.138562 = -278803.514792
  nChanged 1
		SP:Iteration 80F (9979.950000 sec): 3 clusters
  Score: Raw -281364.785663 + Penalty 2561.138562 = -278803.647101
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 16 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9979.950000 sec): 2 clusters
  Score: Raw -43442.430315 + Penalty 1036.769912 = -42405.660403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9979.950000 sec): 3 clusters
  Score: Raw -43362.208429 + Penalty 2073.539824 = -41288.668604
  nChanged 153
		SP:Iteration 1F (9979.950000 sec): 3 clusters
  Score: Raw -43585.629434 + Penalty 2073.539824 = -41512.089610
  nChanged 47
		SP:Iteration 2F (9979.950000 sec): 3 clusters
  Score: Raw -43692.089344 + Penalty 2073.539824 = -41618.549520
  nChanged 14
		SP:Iteration 3Q (9979.950000 sec): 3 clusters
  Score: Raw -43720.082055 + Penalty 2073.539824 = -41646.542231
  nChanged 11
		SP:Iteration 4Q (9979.950000 sec): 3 clusters
  Score: Raw -43737.969815 + Penalty 2073.539824 = -41664.429990
  nChanged 6
		SP:Iteration 5Q (9979.960000 sec): 3 clusters
  Score: Raw -43744.021267 + Penalty 2073.539824 = -41670.481443
  nChanged 4
		SP:Iteration 6Q (9979.960000 sec): 3 clusters
  Score: Raw -43750.364240 + Penalty 2073.539824 = -41676.824415
  nChanged 1
		SP:Iteration 7Q (9979.960000 sec): 3 clusters
  Score: Raw -43751.250153 + Penalty 2073.539824 = -41677.710329
  nChanged 0
		SP:Iteration 8F (9979.960000 sec): 3 clusters
  Score: Raw -43751.250153 + Penalty 2073.539824 = -41677.710329
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 17 (4054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9979.970000 sec): 2 clusters
  Score: Raw -376970.526867 + Penalty 1349.962141 = -375620.564727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9979.980000 sec): 3 clusters
  Score: Raw -374888.746248 + Penalty 2699.924281 = -372188.821967
  nChanged 1618
		SP:Iteration 1F (9979.990000 sec): 3 clusters
  Score: Raw -375777.086731 + Penalty 2699.924281 = -373077.162450
  nChanged 311
		SP:Iteration 2F (9980.000000 sec): 3 clusters
  Score: Raw -375994.411792 + Penalty 2699.924281 = -373294.487511
  nChanged 264
		SP:Iteration 3F (9980.010000 sec): 3 clusters
  Score: Raw -376191.410051 + Penalty 2699.924281 = -373491.485770
  nChanged 216
		SP:Iteration 4F (9980.020000 sec): 3 clusters
  Score: Raw -376372.115256 + Penalty 2699.924281 = -373672.190975
  nChanged 219
		SP:Iteration 5F (9980.030000 sec): 3 clusters
  Score: Raw -376562.608632 + Penalty 2699.924281 = -373862.684351
  nChanged 217
		SP:Iteration 6F (9980.040000 sec): 3 clusters
  Score: Raw -376764.700708 + Penalty 2699.924281 = -374064.776427
  nChanged 210
		SP:Iteration 7F (9980.050000 sec): 3 clusters
  Score: Raw -376955.034432 + Penalty 2699.924281 = -374255.110151
  nChanged 177
		SP:Iteration 8Q (9980.060000 sec): 3 clusters
  Score: Raw -377109.739483 + Penalty 2699.924281 = -374409.815202
  nChanged 164
		SP:Iteration 9Q (9980.070000 sec): 3 clusters
  Score: Raw -377265.052389 + Penalty 2699.924281 = -374565.128108
  nChanged 140
		SP:Iteration 10Q (9980.070000 sec): 3 clusters
  Score: Raw -377398.869082 + Penalty 2699.924281 = -374698.944801
  nChanged 108
		SP:Iteration 11Q (9980.080000 sec): 3 clusters
  Score: Raw -377497.349157 + Penalty 2699.924281 = -374797.424876
  nChanged 100
		SP:Iteration 12Q (9980.090000 sec): 3 clusters
  Score: Raw -377586.438929 + Penalty 2699.924281 = -374886.514648
  nChanged 79
		SP:Iteration 13Q (9980.100000 sec): 3 clusters
  Score: Raw -377665.573494 + Penalty 2699.924281 = -374965.649213
  nChanged 66
		SP:Iteration 14Q (9980.110000 sec): 3 clusters
  Score: Raw -377714.177211 + Penalty 2699.924281 = -375014.252930
  nChanged 53
		SP:Iteration 15Q (9980.120000 sec): 3 clusters
  Score: Raw -377758.758570 + Penalty 2699.924281 = -375058.834289
  nChanged 42
		SP:Iteration 16Q (9980.130000 sec): 3 clusters
  Score: Raw -377804.617565 + Penalty 2699.924281 = -375104.693284
  nChanged 45
		SP:Iteration 17Q (9980.130000 sec): 3 clusters
  Score: Raw -377855.910419 + Penalty 2699.924281 = -375155.986138
  nChanged 39
		SP:Iteration 18Q (9980.140000 sec): 3 clusters
  Score: Raw -377885.648840 + Penalty 2699.924281 = -375185.724559
  nChanged 29
		SP:Iteration 19Q (9980.150000 sec): 3 clusters
  Score: Raw -377908.809350 + Penalty 2699.924281 = -375208.885069
  nChanged 25
		SP:Iteration 20F (9980.160000 sec): 3 clusters
  Score: Raw -377931.476749 + Penalty 2699.924281 = -375231.552468
  nChanged 21
		SP:Iteration 21Q (9980.160000 sec): 3 clusters
  Score: Raw -377944.898914 + Penalty 2699.924281 = -375244.974633
  nChanged 15
		SP:Iteration 22Q (9980.170000 sec): 3 clusters
  Score: Raw -377954.942164 + Penalty 2699.924281 = -375255.017882
  nChanged 12
		SP:Iteration 23Q (9980.180000 sec): 3 clusters
  Score: Raw -377959.667401 + Penalty 2699.924281 = -375259.743120
  nChanged 5
		SP:Iteration 24Q (9980.190000 sec): 3 clusters
  Score: Raw -377962.066868 + Penalty 2699.924281 = -375262.142587
  nChanged 3
		SP:Iteration 25Q (9980.190000 sec): 3 clusters
  Score: Raw -377963.540965 + Penalty 2699.924281 = -375263.616684
  nChanged 3
		SP:Iteration 26Q (9980.200000 sec): 3 clusters
  Score: Raw -377964.445480 + Penalty 2699.924281 = -375264.521199
  nChanged 1
		SP:Iteration 27Q (9980.210000 sec): 3 clusters
  Score: Raw -377964.836534 + Penalty 2699.924281 = -375264.912253
  nChanged 1
		SP:Iteration 28Q (9980.210000 sec): 3 clusters
  Score: Raw -377965.226438 + Penalty 2699.924281 = -375265.302157
  nChanged 1
		SP:Iteration 29Q (9980.220000 sec): 3 clusters
  Score: Raw -377965.461768 + Penalty 2699.924281 = -375265.537487
  nChanged 1
		SP:Iteration 30Q (9980.230000 sec): 3 clusters
  Score: Raw -377966.068443 + Penalty 2699.924281 = -375266.144162
  nChanged 1
		SP:Iteration 31Q (9980.230000 sec): 3 clusters
  Score: Raw -377966.534649 + Penalty 2699.924281 = -375266.610368
  nChanged 1
		SP:Iteration 32Q (9980.240000 sec): 3 clusters
  Score: Raw -377966.751101 + Penalty 2699.924281 = -375266.826819
  nChanged 0
		SP:Iteration 33F (9980.250000 sec): 3 clusters
  Score: Raw -377966.751101 + Penalty 2699.924281 = -375266.826819
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 18 (9184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9980.280000 sec): 2 clusters
  Score: Raw -866122.493225 + Penalty 1482.847944 = -864639.645281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9980.300000 sec): 3 clusters
  Score: Raw -860990.001804 + Penalty 2965.695889 = -858024.305916
  nChanged 3945
		SP:Iteration 1F (9980.320000 sec): 3 clusters
  Score: Raw -863117.710483 + Penalty 2965.695889 = -860152.014594
  nChanged 518
		SP:Iteration 2F (9980.340000 sec): 3 clusters
  Score: Raw -863320.625205 + Penalty 2965.695889 = -860354.929317
  nChanged 437
		SP:Iteration 3Q (9980.360000 sec): 3 clusters
  Score: Raw -863502.633332 + Penalty 2965.695889 = -860536.937444
  nChanged 383
		SP:Iteration 4Q (9980.380000 sec): 3 clusters
  Score: Raw -863674.531146 + Penalty 2965.695889 = -860708.835257
  nChanged 377
		SP:Iteration 5Q (9980.400000 sec): 3 clusters
  Score: Raw -863852.926659 + Penalty 2965.695889 = -860887.230770
  nChanged 378
		SP:Iteration 6Q (9980.430000 sec): 3 clusters
  Score: Raw -864068.091828 + Penalty 2965.695889 = -861102.395939
  nChanged 421
		SP:Iteration 7Q (9980.450000 sec): 3 clusters
  Score: Raw -864312.895430 + Penalty 2965.695889 = -861347.199541
  nChanged 401
		SP:Iteration 8Q (9980.470000 sec): 3 clusters
  Score: Raw -864566.243553 + Penalty 2965.695889 = -861600.547664
  nChanged 440
		SP:Iteration 9Q (9980.490000 sec): 3 clusters
  Score: Raw -864865.613632 + Penalty 2965.695889 = -861899.917743
  nChanged 440
		SP:Iteration 10Q (9980.510000 sec): 3 clusters
  Score: Raw -865197.398790 + Penalty 2965.695889 = -862231.702901
  nChanged 459
		SP:Iteration 11Q (9980.530000 sec): 3 clusters
  Score: Raw -865552.083493 + Penalty 2965.695889 = -862586.387604
  nChanged 462
		SP:Iteration 12F (9980.550000 sec): 3 clusters
  Score: Raw -865972.256940 + Penalty 2965.695889 = -863006.561052
  nChanged 412
		SP:Iteration 13Q (9980.570000 sec): 3 clusters
  Score: Raw -866308.743595 + Penalty 2965.695889 = -863343.047707
  nChanged 311
		SP:Iteration 14Q (9980.590000 sec): 3 clusters
  Score: Raw -866521.601249 + Penalty 2965.695889 = -863555.905361
  nChanged 237
		SP:Iteration 15Q (9980.610000 sec): 3 clusters
  Score: Raw -866651.404404 + Penalty 2965.695889 = -863685.708515
  nChanged 167
		SP:Iteration 16Q (9980.630000 sec): 3 clusters
  Score: Raw -866728.547332 + Penalty 2965.695889 = -863762.851443
  nChanged 149
		SP:Iteration 17Q (9980.650000 sec): 3 clusters
  Score: Raw -866793.577152 + Penalty 2965.695889 = -863827.881264
  nChanged 124
		SP:Iteration 18Q (9980.670000 sec): 3 clusters
  Score: Raw -866844.221513 + Penalty 2965.695889 = -863878.525624
  nChanged 101
		SP:Iteration 19Q (9980.690000 sec): 3 clusters
  Score: Raw -866875.023171 + Penalty 2965.695889 = -863909.327283
  nChanged 72
		SP:Iteration 20F (9980.710000 sec): 3 clusters
  Score: Raw -866893.487994 + Penalty 2965.695889 = -863927.792105
  nChanged 61
		SP:Iteration 21Q (9980.730000 sec): 3 clusters
  Score: Raw -866907.033303 + Penalty 2965.695889 = -863941.337415
  nChanged 36
		SP:Iteration 22Q (9980.750000 sec): 3 clusters
  Score: Raw -866915.195609 + Penalty 2965.695889 = -863949.499720
  nChanged 35
		SP:Iteration 23Q (9980.760000 sec): 3 clusters
  Score: Raw -866922.771489 + Penalty 2965.695889 = -863957.075601
  nChanged 29
		SP:Iteration 24Q (9980.780000 sec): 3 clusters
  Score: Raw -866928.945045 + Penalty 2965.695889 = -863963.249157
  nChanged 36
		SP:Iteration 25Q (9980.800000 sec): 3 clusters
  Score: Raw -866937.274892 + Penalty 2965.695889 = -863971.579004
  nChanged 33
		SP:Iteration 26Q (9980.820000 sec): 3 clusters
  Score: Raw -866944.424710 + Penalty 2965.695889 = -863978.728822
  nChanged 21
		SP:Iteration 27Q (9980.840000 sec): 3 clusters
  Score: Raw -866947.795785 + Penalty 2965.695889 = -863982.099897
  nChanged 17
		SP:Iteration 28Q (9980.860000 sec): 3 clusters
  Score: Raw -866950.546722 + Penalty 2965.695889 = -863984.850833
  nChanged 16
		SP:Iteration 29Q (9980.870000 sec): 3 clusters
  Score: Raw -866952.919935 + Penalty 2965.695889 = -863987.224046
  nChanged 10
		SP:Iteration 30Q (9980.890000 sec): 3 clusters
  Score: Raw -866954.176146 + Penalty 2965.695889 = -863988.480258
  nChanged 8
		SP:Iteration 31Q (9980.910000 sec): 3 clusters
  Score: Raw -866955.255238 + Penalty 2965.695889 = -863989.559350
  nChanged 7
		SP:Iteration 32Q (9980.930000 sec): 3 clusters
  Score: Raw -866956.010397 + Penalty 2965.695889 = -863990.314508
  nChanged 6
		SP:Iteration 33Q (9980.950000 sec): 3 clusters
  Score: Raw -866956.948803 + Penalty 2965.695889 = -863991.252914
  nChanged 8
		SP:Iteration 34Q (9980.970000 sec): 3 clusters
  Score: Raw -866957.911513 + Penalty 2965.695889 = -863992.215624
  nChanged 4
		SP:Iteration 35Q (9980.990000 sec): 3 clusters
  Score: Raw -866958.622792 + Penalty 2965.695889 = -863992.926903
  nChanged 2
		SP:Iteration 36Q (9981.000000 sec): 3 clusters
  Score: Raw -866958.951343 + Penalty 2965.695889 = -863993.255455
  nChanged 2
		SP:Iteration 37Q (9981.020000 sec): 3 clusters
  Score: Raw -866959.205401 + Penalty 2965.695889 = -863993.509512
  nChanged 1
		SP:Iteration 38Q (9981.040000 sec): 3 clusters
  Score: Raw -866959.343659 + Penalty 2965.695889 = -863993.647770
  nChanged 0
		SP:Iteration 39F (9981.060000 sec): 3 clusters
  Score: Raw -866959.343659 + Penalty 2965.695889 = -863993.647770
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 19 (9479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9981.090000 sec): 2 clusters
  Score: Raw -975624.830447 + Penalty 1487.985542 = -974136.844905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9981.110000 sec): 3 clusters
  Score: Raw -970319.574968 + Penalty 2975.971084 = -967343.603884
  nChanged 4010
		SP:Iteration 1F (9981.130000 sec): 3 clusters
  Score: Raw -972554.961242 + Penalty 2975.971084 = -969578.990158
  nChanged 617
		SP:Iteration 2F (9981.150000 sec): 3 clusters
  Score: Raw -972924.490407 + Penalty 2975.971084 = -969948.519323
  nChanged 606
		SP:Iteration 3F (9981.170000 sec): 3 clusters
  Score: Raw -973326.716782 + Penalty 2975.971084 = -970350.745698
  nChanged 584
		SP:Iteration 4F (9981.190000 sec): 3 clusters
  Score: Raw -973698.406300 + Penalty 2975.971084 = -970722.435216
  nChanged 553
		SP:Iteration 5F (9981.220000 sec): 3 clusters
  Score: Raw -974049.080164 + Penalty 2975.971084 = -971073.109080
  nChanged 501
		SP:Iteration 6F (9981.240000 sec): 3 clusters
  Score: Raw -974353.790778 + Penalty 2975.971084 = -971377.819694
  nChanged 439
		SP:Iteration 7Q (9981.260000 sec): 3 clusters
  Score: Raw -974591.251207 + Penalty 2975.971084 = -971615.280123
  nChanged 379
		SP:Iteration 8Q (9981.280000 sec): 3 clusters
  Score: Raw -974787.815704 + Penalty 2975.971084 = -971811.844620
  nChanged 336
		SP:Iteration 9Q (9981.300000 sec): 3 clusters
  Score: Raw -974933.308049 + Penalty 2975.971084 = -971957.336965
  nChanged 263
		SP:Iteration 10Q (9981.320000 sec): 3 clusters
  Score: Raw -975019.789586 + Penalty 2975.971084 = -972043.818502
  nChanged 200
		SP:Iteration 11Q (9981.350000 sec): 3 clusters
  Score: Raw -975077.093061 + Penalty 2975.971084 = -972101.121977
  nChanged 148
		SP:Iteration 12Q (9981.370000 sec): 3 clusters
  Score: Raw -975111.630554 + Penalty 2975.971084 = -972135.659470
  nChanged 106
		SP:Iteration 13Q (9981.390000 sec): 3 clusters
  Score: Raw -975132.790103 + Penalty 2975.971084 = -972156.819019
  nChanged 81
		SP:Iteration 14Q (9981.410000 sec): 3 clusters
  Score: Raw -975148.914241 + Penalty 2975.971084 = -972172.943157
  nChanged 69
		SP:Iteration 15Q (9981.430000 sec): 3 clusters
  Score: Raw -975163.673057 + Penalty 2975.971084 = -972187.701973
  nChanged 68
		SP:Iteration 16Q (9981.450000 sec): 3 clusters
  Score: Raw -975175.520790 + Penalty 2975.971084 = -972199.549706
  nChanged 55
		SP:Iteration 17Q (9981.470000 sec): 3 clusters
  Score: Raw -975184.793146 + Penalty 2975.971084 = -972208.822062
  nChanged 58
		SP:Iteration 18Q (9981.490000 sec): 3 clusters
  Score: Raw -975193.589972 + Penalty 2975.971084 = -972217.618888
  nChanged 32
		SP:Iteration 19Q (9981.510000 sec): 3 clusters
  Score: Raw -975197.928140 + Penalty 2975.971084 = -972221.957056
  nChanged 30
		SP:Iteration 20F (9981.530000 sec): 3 clusters
  Score: Raw -975202.583964 + Penalty 2975.971084 = -972226.612880
  nChanged 32
		SP:Iteration 21Q (9981.560000 sec): 3 clusters
  Score: Raw -975206.587735 + Penalty 2975.971084 = -972230.616651
  nChanged 25
		SP:Iteration 22Q (9981.580000 sec): 3 clusters
  Score: Raw -975210.076691 + Penalty 2975.971084 = -972234.105607
  nChanged 25
		SP:Iteration 23Q (9981.600000 sec): 3 clusters
  Score: Raw -975213.511068 + Penalty 2975.971084 = -972237.539984
  nChanged 24
		SP:Iteration 24Q (9981.620000 sec): 3 clusters
  Score: Raw -975216.561338 + Penalty 2975.971084 = -972240.590254
  nChanged 21
		SP:Iteration 25Q (9981.640000 sec): 3 clusters
  Score: Raw -975219.208408 + Penalty 2975.971084 = -972243.237324
  nChanged 20
		SP:Iteration 26Q (9981.660000 sec): 3 clusters
  Score: Raw -975221.638381 + Penalty 2975.971084 = -972245.667297
  nChanged 17
		SP:Iteration 27Q (9981.680000 sec): 3 clusters
  Score: Raw -975223.993297 + Penalty 2975.971084 = -972248.022213
  nChanged 17
		SP:Iteration 28Q (9981.710000 sec): 3 clusters
  Score: Raw -975226.132829 + Penalty 2975.971084 = -972250.161745
  nChanged 13
		SP:Iteration 29Q (9981.730000 sec): 3 clusters
  Score: Raw -975227.367872 + Penalty 2975.971084 = -972251.396788
  nChanged 13
		SP:Iteration 30Q (9981.750000 sec): 3 clusters
  Score: Raw -975228.831640 + Penalty 2975.971084 = -972252.860556
  nChanged 5
		SP:Iteration 31Q (9981.770000 sec): 3 clusters
  Score: Raw -975229.248745 + Penalty 2975.971084 = -972253.277661
  nChanged 9
		SP:Iteration 32Q (9981.790000 sec): 3 clusters
  Score: Raw -975230.063414 + Penalty 2975.971084 = -972254.092330
  nChanged 6
		SP:Iteration 33Q (9981.810000 sec): 3 clusters
  Score: Raw -975230.562918 + Penalty 2975.971084 = -972254.591834
  nChanged 5
		SP:Iteration 34Q (9981.830000 sec): 3 clusters
  Score: Raw -975231.125242 + Penalty 2975.971084 = -972255.154158
  nChanged 3
		SP:Iteration 35Q (9981.850000 sec): 3 clusters
  Score: Raw -975231.389062 + Penalty 2975.971084 = -972255.417978
  nChanged 2
		SP:Iteration 36Q (9981.870000 sec): 3 clusters
  Score: Raw -975231.603900 + Penalty 2975.971084 = -972255.632816
  nChanged 1
		SP:Iteration 37Q (9981.890000 sec): 3 clusters
  Score: Raw -975231.672182 + Penalty 2975.971084 = -972255.701098
  nChanged 0
		SP:Iteration 38F (9981.910000 sec): 3 clusters
  Score: Raw -975231.672182 + Penalty 2975.971084 = -972255.701098
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 20 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9981.920000 sec): 2 clusters
  Score: Raw -47129.351691 + Penalty 996.677182 = -46132.674509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9981.920000 sec): 3 clusters
  Score: Raw -47057.090798 + Penalty 1993.354364 = -45063.736434
  nChanged 109
		SP:Iteration 1F (9981.930000 sec): 3 clusters
  Score: Raw -47212.412577 + Penalty 1993.354364 = -45219.058213
  nChanged 26
		SP:Iteration 2F (9981.930000 sec): 3 clusters
  Score: Raw -47262.133362 + Penalty 1993.354364 = -45268.778998
  nChanged 15
		SP:Iteration 3Q (9981.930000 sec): 3 clusters
  Score: Raw -47287.681867 + Penalty 1993.354364 = -45294.327503
  nChanged 4
		SP:Iteration 4Q (9981.930000 sec): 3 clusters
  Score: Raw -47292.435540 + Penalty 1993.354364 = -45299.081176
  nChanged 1
		SP:Iteration 5Q (9981.930000 sec): 3 clusters
  Score: Raw -47293.643208 + Penalty 1993.354364 = -45300.288844
  nChanged 1
		SP:Iteration 6Q (9981.930000 sec): 3 clusters
  Score: Raw -47294.031878 + Penalty 1993.354364 = -45300.677514
  nChanged 0
		SP:Iteration 7F (9981.930000 sec): 3 clusters
  Score: Raw -47294.031878 + Penalty 1993.354364 = -45300.677514
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 21 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9981.930000 sec): 2 clusters
  Score: Raw -41852.997329 + Penalty 1018.111447 = -40834.885882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9981.930000 sec): 3 clusters
  Score: Raw -41744.661209 + Penalty 2036.222894 = -39708.438315
  nChanged 130
		SP:Iteration 1F (9981.940000 sec): 3 clusters
  Score: Raw -41934.195754 + Penalty 2036.222894 = -39897.972859
  nChanged 49
		SP:Iteration 2F (9981.940000 sec): 3 clusters
  Score: Raw -42031.071190 + Penalty 2036.222894 = -39994.848296
  nChanged 29
		SP:Iteration 3F (9981.940000 sec): 3 clusters
  Score: Raw -42077.988008 + Penalty 2036.222894 = -40041.765114
  nChanged 10
		SP:Iteration 4Q (9981.940000 sec): 3 clusters
  Score: Raw -42094.531326 + Penalty 2036.222894 = -40058.308432
  nChanged 11
		SP:Iteration 5Q (9981.940000 sec): 3 clusters
  Score: Raw -42132.292400 + Penalty 2036.222894 = -40096.069506
  nChanged 14
		SP:Iteration 6Q (9981.940000 sec): 3 clusters
  Score: Raw -42182.083739 + Penalty 2036.222894 = -40145.860845
  nChanged 15
		SP:Iteration 7Q (9981.940000 sec): 3 clusters
  Score: Raw -42238.100932 + Penalty 2036.222894 = -40201.878038
  nChanged 4
		SP:Iteration 8Q (9981.950000 sec): 3 clusters
  Score: Raw -42245.471031 + Penalty 2036.222894 = -40209.248137
  nChanged 5
		SP:Iteration 9Q (9981.950000 sec): 3 clusters
  Score: Raw -42259.561518 + Penalty 2036.222894 = -40223.338624
  nChanged 6
		SP:Iteration 10Q (9981.950000 sec): 3 clusters
  Score: Raw -42274.788209 + Penalty 2036.222894 = -40238.565315
  nChanged 3
		SP:Iteration 11Q (9981.950000 sec): 3 clusters
  Score: Raw -42279.379537 + Penalty 2036.222894 = -40243.156643
  nChanged 0
		SP:Iteration 12F (9981.950000 sec): 3 clusters
  Score: Raw -42279.379537 + Penalty 2036.222894 = -40243.156643
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 22 (2977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9981.960000 sec): 2 clusters
  Score: Raw -294708.052627 + Penalty 1299.784096 = -293408.268531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9981.970000 sec): 3 clusters
  Score: Raw -293317.190125 + Penalty 2599.568192 = -290717.621932
  nChanged 1072
		SP:Iteration 1F (9981.970000 sec): 3 clusters
  Score: Raw -293960.343636 + Penalty 2599.568192 = -291360.775443
  nChanged 218
		SP:Iteration 2F (9981.980000 sec): 3 clusters
  Score: Raw -294093.518855 + Penalty 2599.568192 = -291493.950663
  nChanged 134
		SP:Iteration 3Q (9981.990000 sec): 3 clusters
  Score: Raw -294173.460930 + Penalty 2599.568192 = -291573.892737
  nChanged 110
		SP:Iteration 4Q (9981.990000 sec): 3 clusters
  Score: Raw -294225.981948 + Penalty 2599.568192 = -291626.413755
  nChanged 79
		SP:Iteration 5Q (9982.000000 sec): 3 clusters
  Score: Raw -294267.014724 + Penalty 2599.568192 = -291667.446532
  nChanged 71
		SP:Iteration 6Q (9982.010000 sec): 3 clusters
  Score: Raw -294301.638450 + Penalty 2599.568192 = -291702.070257
  nChanged 61
		SP:Iteration 7Q (9982.010000 sec): 3 clusters
  Score: Raw -294332.150851 + Penalty 2599.568192 = -291732.582659
  nChanged 61
		SP:Iteration 8Q (9982.020000 sec): 3 clusters
  Score: Raw -294367.538816 + Penalty 2599.568192 = -291767.970623
  nChanged 64
		SP:Iteration 9Q (9982.030000 sec): 3 clusters
  Score: Raw -294413.076459 + Penalty 2599.568192 = -291813.508267
  nChanged 68
		SP:Iteration 10Q (9982.030000 sec): 3 clusters
  Score: Raw -294462.731412 + Penalty 2599.568192 = -291863.163220
  nChanged 81
		SP:Iteration 11Q (9982.040000 sec): 3 clusters
  Score: Raw -294532.906599 + Penalty 2599.568192 = -291933.338406
  nChanged 103
		SP:Iteration 12Q (9982.050000 sec): 3 clusters
  Score: Raw -294630.616137 + Penalty 2599.568192 = -292031.047945
  nChanged 126
		SP:Iteration 13Q (9982.050000 sec): 3 clusters
  Score: Raw -294767.950646 + Penalty 2599.568192 = -292168.382454
  nChanged 137
		SP:Iteration 14Q (9982.060000 sec): 3 clusters
  Score: Raw -294949.989419 + Penalty 2599.568192 = -292350.421227
  nChanged 133
		SP:Iteration 15Q (9982.070000 sec): 3 clusters
  Score: Raw -295084.994528 + Penalty 2599.568192 = -292485.426336
  nChanged 112
		SP:Iteration 16Q (9982.070000 sec): 3 clusters
  Score: Raw -295180.414720 + Penalty 2599.568192 = -292580.846528
  nChanged 83
		SP:Iteration 17Q (9982.080000 sec): 3 clusters
  Score: Raw -295232.551144 + Penalty 2599.568192 = -292632.982952
  nChanged 51
		SP:Iteration 18Q (9982.080000 sec): 3 clusters
  Score: Raw -295255.508999 + Penalty 2599.568192 = -292655.940806
  nChanged 29
		SP:Iteration 19Q (9982.090000 sec): 3 clusters
  Score: Raw -295267.700064 + Penalty 2599.568192 = -292668.131872
  nChanged 16
		SP:Iteration 20F (9982.100000 sec): 3 clusters
  Score: Raw -295273.041437 + Penalty 2599.568192 = -292673.473244
  nChanged 14
		SP:Iteration 21Q (9982.100000 sec): 3 clusters
  Score: Raw -295279.389959 + Penalty 2599.568192 = -292679.821766
  nChanged 12
		SP:Iteration 22Q (9982.110000 sec): 3 clusters
  Score: Raw -295283.413008 + Penalty 2599.568192 = -292683.844815
  nChanged 5
		SP:Iteration 23Q (9982.110000 sec): 3 clusters
  Score: Raw -295285.288360 + Penalty 2599.568192 = -292685.720168
  nChanged 10
		SP:Iteration 24Q (9982.120000 sec): 3 clusters
  Score: Raw -295289.494964 + Penalty 2599.568192 = -292689.926771
  nChanged 11
		SP:Iteration 25Q (9982.130000 sec): 3 clusters
  Score: Raw -295294.185349 + Penalty 2599.568192 = -292694.617156
  nChanged 8
		SP:Iteration 26Q (9982.130000 sec): 3 clusters
  Score: Raw -295298.369668 + Penalty 2599.568192 = -292698.801476
  nChanged 12
		SP:Iteration 27Q (9982.140000 sec): 3 clusters
  Score: Raw -295303.572391 + Penalty 2599.568192 = -292704.004199
  nChanged 5
		SP:Iteration 28Q (9982.150000 sec): 3 clusters
  Score: Raw -295305.281777 + Penalty 2599.568192 = -292705.713584
  nChanged 5
		SP:Iteration 29Q (9982.150000 sec): 3 clusters
  Score: Raw -295306.570940 + Penalty 2599.568192 = -292707.002748
  nChanged 4
		SP:Iteration 30Q (9982.160000 sec): 3 clusters
  Score: Raw -295309.411693 + Penalty 2599.568192 = -292709.843500
  nChanged 4
		SP:Iteration 31Q (9982.170000 sec): 3 clusters
  Score: Raw -295311.529222 + Penalty 2599.568192 = -292711.961030
  nChanged 5
		SP:Iteration 32Q (9982.170000 sec): 3 clusters
  Score: Raw -295312.980200 + Penalty 2599.568192 = -292713.412008
  nChanged 3
		SP:Iteration 33Q (9982.180000 sec): 3 clusters
  Score: Raw -295314.615628 + Penalty 2599.568192 = -292715.047436
  nChanged 2
		SP:Iteration 34Q (9982.180000 sec): 3 clusters
  Score: Raw -295314.982350 + Penalty 2599.568192 = -292715.414157
  nChanged 1
		SP:Iteration 35Q (9982.190000 sec): 3 clusters
  Score: Raw -295315.063645 + Penalty 2599.568192 = -292715.495452
  nChanged 2
		SP:Iteration 36Q (9982.190000 sec): 3 clusters
  Score: Raw -295315.284173 + Penalty 2599.568192 = -292715.715981
  nChanged 0
		SP:Iteration 37F (9982.200000 sec): 3 clusters
  Score: Raw -295315.284173 + Penalty 2599.568192 = -292715.715981
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 23 (5942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9982.220000 sec): 2 clusters
  Score: Raw -562584.897887 + Penalty 1412.092672 = -561172.805215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9982.230000 sec): 3 clusters
  Score: Raw -559370.642015 + Penalty 2824.185343 = -556546.456672
  nChanged 2474
		SP:Iteration 1F (9982.250000 sec): 3 clusters
  Score: Raw -560848.904763 + Penalty 2824.185343 = -558024.719419
  nChanged 518
		SP:Iteration 2F (9982.260000 sec): 3 clusters
  Score: Raw -561287.808246 + Penalty 2824.185343 = -558463.622903
  nChanged 455
		SP:Iteration 3F (9982.270000 sec): 3 clusters
  Score: Raw -561739.818525 + Penalty 2824.185343 = -558915.633181
  nChanged 388
		SP:Iteration 4F (9982.290000 sec): 3 clusters
  Score: Raw -562086.766250 + Penalty 2824.185343 = -559262.580907
  nChanged 343
		SP:Iteration 5F (9982.300000 sec): 3 clusters
  Score: Raw -562325.952881 + Penalty 2824.185343 = -559501.767537
  nChanged 291
		SP:Iteration 6Q (9982.310000 sec): 3 clusters
  Score: Raw -562506.596043 + Penalty 2824.185343 = -559682.410700
  nChanged 248
		SP:Iteration 7Q (9982.330000 sec): 3 clusters
  Score: Raw -562668.986350 + Penalty 2824.185343 = -559844.801007
  nChanged 210
		SP:Iteration 8Q (9982.340000 sec): 3 clusters
  Score: Raw -562799.092173 + Penalty 2824.185343 = -559974.906829
  nChanged 180
		SP:Iteration 9Q (9982.350000 sec): 3 clusters
  Score: Raw -562895.041662 + Penalty 2824.185343 = -560070.856319
  nChanged 158
		SP:Iteration 10Q (9982.370000 sec): 3 clusters
  Score: Raw -562976.904125 + Penalty 2824.185343 = -560152.718782
  nChanged 147
		SP:Iteration 11Q (9982.380000 sec): 3 clusters
  Score: Raw -563052.801553 + Penalty 2824.185343 = -560228.616210
  nChanged 115
		SP:Iteration 12Q (9982.390000 sec): 3 clusters
  Score: Raw -563111.725245 + Penalty 2824.185343 = -560287.539902
  nChanged 97
		SP:Iteration 13Q (9982.410000 sec): 3 clusters
  Score: Raw -563161.914442 + Penalty 2824.185343 = -560337.729098
  nChanged 76
		SP:Iteration 14Q (9982.420000 sec): 3 clusters
  Score: Raw -563199.256518 + Penalty 2824.185343 = -560375.071175
  nChanged 81
		SP:Iteration 15Q (9982.430000 sec): 3 clusters
  Score: Raw -563233.446485 + Penalty 2824.185343 = -560409.261141
  nChanged 53
		SP:Iteration 16Q (9982.440000 sec): 3 clusters
  Score: Raw -563254.145311 + Penalty 2824.185343 = -560429.959968
  nChanged 38
		SP:Iteration 17Q (9982.460000 sec): 3 clusters
  Score: Raw -563267.774960 + Penalty 2824.185343 = -560443.589617
  nChanged 42
		SP:Iteration 18Q (9982.470000 sec): 3 clusters
  Score: Raw -563282.163277 + Penalty 2824.185343 = -560457.977934
  nChanged 37
		SP:Iteration 19Q (9982.480000 sec): 3 clusters
  Score: Raw -563295.600073 + Penalty 2824.185343 = -560471.414730
  nChanged 41
		SP:Iteration 20F (9982.490000 sec): 3 clusters
  Score: Raw -563306.480902 + Penalty 2824.185343 = -560482.295559
  nChanged 34
		SP:Iteration 21Q (9982.510000 sec): 3 clusters
  Score: Raw -563316.353786 + Penalty 2824.185343 = -560492.168443
  nChanged 30
		SP:Iteration 22Q (9982.520000 sec): 3 clusters
  Score: Raw -563326.222897 + Penalty 2824.185343 = -560502.037554
  nChanged 32
		SP:Iteration 23Q (9982.530000 sec): 3 clusters
  Score: Raw -563335.676789 + Penalty 2824.185343 = -560511.491446
  nChanged 28
		SP:Iteration 24Q (9982.550000 sec): 3 clusters
  Score: Raw -563344.211341 + Penalty 2824.185343 = -560520.025998
  nChanged 21
		SP:Iteration 25Q (9982.560000 sec): 3 clusters
  Score: Raw -563348.475336 + Penalty 2824.185343 = -560524.289993
  nChanged 11
		SP:Iteration 26Q (9982.570000 sec): 3 clusters
  Score: Raw -563352.005292 + Penalty 2824.185343 = -560527.819949
  nChanged 20
		SP:Iteration 27Q (9982.580000 sec): 3 clusters
  Score: Raw -563357.576795 + Penalty 2824.185343 = -560533.391451
  nChanged 16
		SP:Iteration 28Q (9982.590000 sec): 3 clusters
  Score: Raw -563360.964008 + Penalty 2824.185343 = -560536.778665
  nChanged 14
		SP:Iteration 29Q (9982.610000 sec): 3 clusters
  Score: Raw -563364.615253 + Penalty 2824.185343 = -560540.429910
  nChanged 11
		SP:Iteration 30Q (9982.620000 sec): 3 clusters
  Score: Raw -563366.271081 + Penalty 2824.185343 = -560542.085738
  nChanged 6
		SP:Iteration 31Q (9982.630000 sec): 3 clusters
  Score: Raw -563367.165646 + Penalty 2824.185343 = -560542.980302
  nChanged 6
		SP:Iteration 32Q (9982.650000 sec): 3 clusters
  Score: Raw -563368.535559 + Penalty 2824.185343 = -560544.350216
  nChanged 8
		SP:Iteration 33Q (9982.660000 sec): 3 clusters
  Score: Raw -563370.538775 + Penalty 2824.185343 = -560546.353432
  nChanged 9
		SP:Iteration 34Q (9982.670000 sec): 3 clusters
  Score: Raw -563372.709931 + Penalty 2824.185343 = -560548.524588
  nChanged 9
		SP:Iteration 35Q (9982.680000 sec): 3 clusters
  Score: Raw -563374.192482 + Penalty 2824.185343 = -560550.007139
  nChanged 9
		SP:Iteration 36Q (9982.690000 sec): 3 clusters
  Score: Raw -563375.530171 + Penalty 2824.185343 = -560551.344828
  nChanged 7
		SP:Iteration 37Q (9982.710000 sec): 3 clusters
  Score: Raw -563376.974571 + Penalty 2824.185343 = -560552.789228
  nChanged 8
		SP:Iteration 38Q (9982.720000 sec): 3 clusters
  Score: Raw -563378.905224 + Penalty 2824.185343 = -560554.719881
  nChanged 6
		SP:Iteration 39Q (9982.730000 sec): 3 clusters
  Score: Raw -563379.975165 + Penalty 2824.185343 = -560555.789822
  nChanged 4
		SP:Iteration 40F (9982.750000 sec): 3 clusters
  Score: Raw -563380.573233 + Penalty 2824.185343 = -560556.387889
  nChanged 2
		SP:Iteration 41Q (9982.760000 sec): 3 clusters
  Score: Raw -563380.749291 + Penalty 2824.185343 = -560556.563948
  nChanged 0
		SP:Iteration 42F (9982.770000 sec): 3 clusters
  Score: Raw -563380.749291 + Penalty 2824.185343 = -560556.563948
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 24 (12483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9982.800000 sec): 2 clusters
  Score: Raw -1256359.969411 + Penalty 1532.719987 = -1254827.249424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9982.830000 sec): 3 clusters
  Score: Raw -1249086.735285 + Penalty 3065.439974 = -1246021.295311
  nChanged 5519
		SP:Iteration 1F (9982.860000 sec): 3 clusters
  Score: Raw -1252179.983530 + Penalty 3065.439974 = -1249114.543556
  nChanged 711
		SP:Iteration 2F (9982.890000 sec): 3 clusters
  Score: Raw -1252479.633345 + Penalty 3065.439974 = -1249414.193370
  nChanged 617
		SP:Iteration 3Q (9982.920000 sec): 3 clusters
  Score: Raw -1252716.623579 + Penalty 3065.439974 = -1249651.183605
  nChanged 500
		SP:Iteration 4Q (9982.950000 sec): 3 clusters
  Score: Raw -1252902.470024 + Penalty 3065.439974 = -1249837.030050
  nChanged 470
		SP:Iteration 5Q (9982.970000 sec): 3 clusters
  Score: Raw -1253087.888183 + Penalty 3065.439974 = -1250022.448209
  nChanged 439
		SP:Iteration 6Q (9983.010000 sec): 3 clusters
  Score: Raw -1253260.048182 + Penalty 3065.439974 = -1250194.608208
  nChanged 444
		SP:Iteration 7Q (9983.030000 sec): 3 clusters
  Score: Raw -1253421.230906 + Penalty 3065.439974 = -1250355.790932
  nChanged 374
		SP:Iteration 8Q (9983.060000 sec): 3 clusters
  Score: Raw -1253563.372893 + Penalty 3065.439974 = -1250497.932919
  nChanged 359
		SP:Iteration 9Q (9983.090000 sec): 3 clusters
  Score: Raw -1253710.104909 + Penalty 3065.439974 = -1250644.664935
  nChanged 375
		SP:Iteration 10Q (9983.120000 sec): 3 clusters
  Score: Raw -1253847.843933 + Penalty 3065.439974 = -1250782.403958
  nChanged 336
		SP:Iteration 11Q (9983.150000 sec): 3 clusters
  Score: Raw -1253974.380826 + Penalty 3065.439974 = -1250908.940852
  nChanged 354
		SP:Iteration 12Q (9983.170000 sec): 3 clusters
  Score: Raw -1254104.802187 + Penalty 3065.439974 = -1251039.362213
  nChanged 305
		SP:Iteration 13Q (9983.200000 sec): 3 clusters
  Score: Raw -1254217.538281 + Penalty 3065.439974 = -1251152.098306
  nChanged 282
		SP:Iteration 14Q (9983.230000 sec): 3 clusters
  Score: Raw -1254310.793622 + Penalty 3065.439974 = -1251245.353647
  nChanged 262
		SP:Iteration 15Q (9983.260000 sec): 3 clusters
  Score: Raw -1254393.218986 + Penalty 3065.439974 = -1251327.779011
  nChanged 226
		SP:Iteration 16Q (9983.290000 sec): 3 clusters
  Score: Raw -1254465.333934 + Penalty 3065.439974 = -1251399.893960
  nChanged 214
		SP:Iteration 17Q (9983.310000 sec): 3 clusters
  Score: Raw -1254529.943268 + Penalty 3065.439974 = -1251464.503294
  nChanged 201
		SP:Iteration 18Q (9983.340000 sec): 3 clusters
  Score: Raw -1254583.342147 + Penalty 3065.439974 = -1251517.902172
  nChanged 196
		SP:Iteration 19Q (9983.370000 sec): 3 clusters
  Score: Raw -1254637.275476 + Penalty 3065.439974 = -1251571.835502
  nChanged 175
		SP:Iteration 20F (9983.400000 sec): 3 clusters
  Score: Raw -1254685.916986 + Penalty 3065.439974 = -1251620.477012
  nChanged 174
		SP:Iteration 21Q (9983.430000 sec): 3 clusters
  Score: Raw -1254741.459546 + Penalty 3065.439974 = -1251676.019572
  nChanged 183
		SP:Iteration 22Q (9983.450000 sec): 3 clusters
  Score: Raw -1254803.537661 + Penalty 3065.439974 = -1251738.097687
  nChanged 199
		SP:Iteration 23Q (9983.480000 sec): 3 clusters
  Score: Raw -1254872.149249 + Penalty 3065.439974 = -1251806.709274
  nChanged 209
		SP:Iteration 24Q (9983.510000 sec): 3 clusters
  Score: Raw -1254944.050213 + Penalty 3065.439974 = -1251878.610238
  nChanged 189
		SP:Iteration 25Q (9983.530000 sec): 3 clusters
  Score: Raw -1255008.725134 + Penalty 3065.439974 = -1251943.285160
  nChanged 209
		SP:Iteration 26Q (9983.560000 sec): 3 clusters
  Score: Raw -1255083.530438 + Penalty 3065.439974 = -1252018.090464
  nChanged 206
		SP:Iteration 27Q (9983.590000 sec): 3 clusters
  Score: Raw -1255158.878821 + Penalty 3065.439974 = -1252093.438847
  nChanged 195
		SP:Iteration 28Q (9983.610000 sec): 3 clusters
  Score: Raw -1255231.802404 + Penalty 3065.439974 = -1252166.362430
  nChanged 194
		SP:Iteration 29Q (9983.640000 sec): 3 clusters
  Score: Raw -1255308.575451 + Penalty 3065.439974 = -1252243.135477
  nChanged 200
		SP:Iteration 30Q (9983.660000 sec): 3 clusters
  Score: Raw -1255391.790034 + Penalty 3065.439974 = -1252326.350060
  nChanged 183
		SP:Iteration 31Q (9983.690000 sec): 3 clusters
  Score: Raw -1255472.373734 + Penalty 3065.439974 = -1252406.933760
  nChanged 180
		SP:Iteration 32Q (9983.710000 sec): 3 clusters
  Score: Raw -1255543.488735 + Penalty 3065.439974 = -1252478.048761
  nChanged 168
		SP:Iteration 33Q (9983.740000 sec): 3 clusters
  Score: Raw -1255610.975941 + Penalty 3065.439974 = -1252545.535967
  nChanged 158
		SP:Iteration 34Q (9983.760000 sec): 3 clusters
  Score: Raw -1255676.413662 + Penalty 3065.439974 = -1252610.973688
  nChanged 163
		SP:Iteration 35Q (9983.790000 sec): 3 clusters
  Score: Raw -1255759.313615 + Penalty 3065.439974 = -1252693.873641
  nChanged 178
		SP:Iteration 36Q (9983.810000 sec): 3 clusters
  Score: Raw -1255857.258899 + Penalty 3065.439974 = -1252791.818925
  nChanged 165
		SP:Iteration 37Q (9983.830000 sec): 3 clusters
  Score: Raw -1255951.566190 + Penalty 3065.439974 = -1252886.126215
  nChanged 164
		SP:Iteration 38Q (9983.850000 sec): 3 clusters
  Score: Raw -1256044.553286 + Penalty 3065.439974 = -1252979.113312
  nChanged 137
		SP:Iteration 39Q (9983.870000 sec): 3 clusters
  Score: Raw -1256120.194555 + Penalty 3065.439974 = -1253054.754580
  nChanged 124
		SP:Iteration 40F (9983.900000 sec): 3 clusters
  Score: Raw -1256195.617281 + Penalty 3065.439974 = -1253130.177306
  nChanged 99
		SP:Iteration 41Q (9983.930000 sec): 3 clusters
  Score: Raw -1256250.835600 + Penalty 3065.439974 = -1253185.395626
  nChanged 77
		SP:Iteration 42Q (9983.950000 sec): 3 clusters
  Score: Raw -1256306.796351 + Penalty 3065.439974 = -1253241.356377
  nChanged 64
		SP:Iteration 43Q (9983.970000 sec): 3 clusters
  Score: Raw -1256351.997803 + Penalty 3065.439974 = -1253286.557829
  nChanged 61
		SP:Iteration 44Q (9983.990000 sec): 3 clusters
  Score: Raw -1256397.601682 + Penalty 3065.439974 = -1253332.161708
  nChanged 47
		SP:Iteration 45Q (9984.010000 sec): 3 clusters
  Score: Raw -1256430.887114 + Penalty 3065.439974 = -1253365.447140
  nChanged 40
		SP:Iteration 46Q (9984.030000 sec): 3 clusters
  Score: Raw -1256465.110331 + Penalty 3065.439974 = -1253399.670357
  nChanged 32
		SP:Iteration 47Q (9984.050000 sec): 3 clusters
  Score: Raw -1256487.100746 + Penalty 3065.439974 = -1253421.660772
  nChanged 25
		SP:Iteration 48Q (9984.070000 sec): 3 clusters
  Score: Raw -1256504.834659 + Penalty 3065.439974 = -1253439.394684
  nChanged 27
		SP:Iteration 49Q (9984.090000 sec): 3 clusters
  Score: Raw -1256524.365169 + Penalty 3065.439974 = -1253458.925194
  nChanged 19
		SP:Iteration 50Q (9984.110000 sec): 3 clusters
  Score: Raw -1256538.994710 + Penalty 3065.439974 = -1253473.554735
  nChanged 15
		SP:Iteration 51Q (9984.130000 sec): 3 clusters
  Score: Raw -1256553.360464 + Penalty 3065.439974 = -1253487.920489
  nChanged 9
		SP:Iteration 52Q (9984.150000 sec): 3 clusters
  Score: Raw -1256559.592276 + Penalty 3065.439974 = -1253494.152301
  nChanged 9
		SP:Iteration 53Q (9984.170000 sec): 3 clusters
  Score: Raw -1256566.720566 + Penalty 3065.439974 = -1253501.280592
  nChanged 6
		SP:Iteration 54Q (9984.190000 sec): 3 clusters
  Score: Raw -1256575.895801 + Penalty 3065.439974 = -1253510.455826
  nChanged 10
		SP:Iteration 55Q (9984.210000 sec): 3 clusters
  Score: Raw -1256582.047784 + Penalty 3065.439974 = -1253516.607810
  nChanged 4
		SP:Iteration 56Q (9984.230000 sec): 3 clusters
  Score: Raw -1256585.293188 + Penalty 3065.439974 = -1253519.853214
  nChanged 5
		SP:Iteration 57Q (9984.250000 sec): 3 clusters
  Score: Raw -1256588.552725 + Penalty 3065.439974 = -1253523.112751
  nChanged 0
		SP:Iteration 58F (9984.270000 sec): 3 clusters
  Score: Raw -1256588.552725 + Penalty 3065.439974 = -1253523.112751
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 25 (3434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9984.290000 sec): 2 clusters
  Score: Raw -323989.500580 + Penalty 1322.990669 = -322666.509911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9984.290000 sec): 3 clusters
  Score: Raw -322350.021969 + Penalty 2645.981338 = -319704.040630
  nChanged 1320
		SP:Iteration 1F (9984.300000 sec): 3 clusters
  Score: Raw -323102.296457 + Penalty 2645.981338 = -320456.315118
  nChanged 256
		SP:Iteration 2F (9984.310000 sec): 3 clusters
  Score: Raw -323298.188774 + Penalty 2645.981338 = -320652.207436
  nChanged 204
		SP:Iteration 3F (9984.320000 sec): 3 clusters
  Score: Raw -323456.594784 + Penalty 2645.981338 = -320810.613446
  nChanged 175
		SP:Iteration 4F (9984.330000 sec): 3 clusters
  Score: Raw -323584.965445 + Penalty 2645.981338 = -320938.984107
  nChanged 170
		SP:Iteration 5Q (9984.330000 sec): 3 clusters
  Score: Raw -323734.740206 + Penalty 2645.981338 = -321088.758868
  nChanged 178
		SP:Iteration 6F (9984.340000 sec): 3 clusters
  Score: Raw -323882.036252 + Penalty 2645.981338 = -321236.054914
  nChanged 183
		SP:Iteration 7F (9984.350000 sec): 3 clusters
  Score: Raw -324025.227460 + Penalty 2645.981338 = -321379.246121
  nChanged 133
		SP:Iteration 8Q (9984.360000 sec): 3 clusters
  Score: Raw -324113.603565 + Penalty 2645.981338 = -321467.622226
  nChanged 92
		SP:Iteration 9Q (9984.370000 sec): 3 clusters
  Score: Raw -324162.197698 + Penalty 2645.981338 = -321516.216359
  nChanged 75
		SP:Iteration 10Q (9984.370000 sec): 3 clusters
  Score: Raw -324205.298035 + Penalty 2645.981338 = -321559.316697
  nChanged 58
		SP:Iteration 11Q (9984.380000 sec): 3 clusters
  Score: Raw -324232.673925 + Penalty 2645.981338 = -321586.692586
  nChanged 53
		SP:Iteration 12Q (9984.390000 sec): 3 clusters
  Score: Raw -324260.021864 + Penalty 2645.981338 = -321614.040525
  nChanged 46
		SP:Iteration 13Q (9984.400000 sec): 3 clusters
  Score: Raw -324279.417346 + Penalty 2645.981338 = -321633.436008
  nChanged 32
		SP:Iteration 14Q (9984.410000 sec): 3 clusters
  Score: Raw -324293.509781 + Penalty 2645.981338 = -321647.528443
  nChanged 27
		SP:Iteration 15Q (9984.410000 sec): 3 clusters
  Score: Raw -324306.644694 + Penalty 2645.981338 = -321660.663355
  nChanged 33
		SP:Iteration 16Q (9984.420000 sec): 3 clusters
  Score: Raw -324325.649156 + Penalty 2645.981338 = -321679.667817
  nChanged 34
		SP:Iteration 17Q (9984.430000 sec): 3 clusters
  Score: Raw -324344.267081 + Penalty 2645.981338 = -321698.285742
  nChanged 26
		SP:Iteration 18Q (9984.430000 sec): 3 clusters
  Score: Raw -324361.279278 + Penalty 2645.981338 = -321715.297940
  nChanged 28
		SP:Iteration 19Q (9984.440000 sec): 3 clusters
  Score: Raw -324379.130216 + Penalty 2645.981338 = -321733.148877
  nChanged 36
		SP:Iteration 20F (9984.450000 sec): 3 clusters
  Score: Raw -324404.064991 + Penalty 2645.981338 = -321758.083652
  nChanged 41
		SP:Iteration 21Q (9984.460000 sec): 3 clusters
  Score: Raw -324438.736635 + Penalty 2645.981338 = -321792.755296
  nChanged 35
		SP:Iteration 22Q (9984.470000 sec): 3 clusters
  Score: Raw -324467.290390 + Penalty 2645.981338 = -321821.309051
  nChanged 36
		SP:Iteration 23Q (9984.470000 sec): 3 clusters
  Score: Raw -324493.996731 + Penalty 2645.981338 = -321848.015392
  nChanged 34
		SP:Iteration 24Q (9984.480000 sec): 3 clusters
  Score: Raw -324523.970722 + Penalty 2645.981338 = -321877.989383
  nChanged 35
		SP:Iteration 25Q (9984.490000 sec): 3 clusters
  Score: Raw -324556.210322 + Penalty 2645.981338 = -321910.228983
  nChanged 35
		SP:Iteration 26Q (9984.490000 sec): 3 clusters
  Score: Raw -324587.202013 + Penalty 2645.981338 = -321941.220675
  nChanged 27
		SP:Iteration 27Q (9984.500000 sec): 3 clusters
  Score: Raw -324605.961375 + Penalty 2645.981338 = -321959.980036
  nChanged 23
		SP:Iteration 28Q (9984.510000 sec): 3 clusters
  Score: Raw -324617.972845 + Penalty 2645.981338 = -321971.991507
  nChanged 17
		SP:Iteration 29Q (9984.510000 sec): 3 clusters
  Score: Raw -324626.329362 + Penalty 2645.981338 = -321980.348023
  nChanged 12
		SP:Iteration 30Q (9984.520000 sec): 3 clusters
  Score: Raw -324634.070429 + Penalty 2645.981338 = -321988.089090
  nChanged 11
		SP:Iteration 31Q (9984.530000 sec): 3 clusters
  Score: Raw -324638.793871 + Penalty 2645.981338 = -321992.812533
  nChanged 10
		SP:Iteration 32Q (9984.530000 sec): 3 clusters
  Score: Raw -324643.656069 + Penalty 2645.981338 = -321997.674731
  nChanged 8
		SP:Iteration 33Q (9984.540000 sec): 3 clusters
  Score: Raw -324646.450727 + Penalty 2645.981338 = -322000.469389
  nChanged 4
		SP:Iteration 34Q (9984.550000 sec): 3 clusters
  Score: Raw -324648.988089 + Penalty 2645.981338 = -322003.006750
  nChanged 0
		SP:Iteration 35F (9984.560000 sec): 3 clusters
  Score: Raw -324648.988089 + Penalty 2645.981338 = -322003.006750
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 26 (18461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9984.610000 sec): 2 clusters
  Score: Raw -1758418.040778 + Penalty 1596.305048 = -1756821.735730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9984.650000 sec): 3 clusters
  Score: Raw -1747380.059821 + Penalty 3192.610095 = -1744187.449726
  nChanged 8313
		SP:Iteration 1F (9984.690000 sec): 3 clusters
  Score: Raw -1752047.072823 + Penalty 3192.610095 = -1748854.462728
  nChanged 1143
		SP:Iteration 2F (9984.730000 sec): 3 clusters
  Score: Raw -1752715.051227 + Penalty 3192.610095 = -1749522.441131
  nChanged 1294
		SP:Iteration 3F (9984.780000 sec): 3 clusters
  Score: Raw -1753624.857082 + Penalty 3192.610095 = -1750432.246987
  nChanged 1346
		SP:Iteration 4F (9984.820000 sec): 3 clusters
  Score: Raw -1754729.346387 + Penalty 3192.610095 = -1751536.736291
  nChanged 1360
		SP:Iteration 5F (9984.870000 sec): 3 clusters
  Score: Raw -1755785.288642 + Penalty 3192.610095 = -1752592.678547
  nChanged 1201
		SP:Iteration 6F (9984.910000 sec): 3 clusters
  Score: Raw -1756632.873588 + Penalty 3192.610095 = -1753440.263492
  nChanged 993
		SP:Iteration 7F (9984.950000 sec): 3 clusters
  Score: Raw -1757286.457985 + Penalty 3192.610095 = -1754093.847890
  nChanged 800
		SP:Iteration 8Q (9984.990000 sec): 3 clusters
  Score: Raw -1757809.049057 + Penalty 3192.610095 = -1754616.438962
  nChanged 639
		SP:Iteration 9Q (9985.030000 sec): 3 clusters
  Score: Raw -1758227.422312 + Penalty 3192.610095 = -1755034.812216
  nChanged 527
		SP:Iteration 10Q (9985.080000 sec): 3 clusters
  Score: Raw -1758593.509665 + Penalty 3192.610095 = -1755400.899570
  nChanged 412
		SP:Iteration 11Q (9985.120000 sec): 3 clusters
  Score: Raw -1758816.693746 + Penalty 3192.610095 = -1755624.083651
  nChanged 310
		SP:Iteration 12Q (9985.160000 sec): 3 clusters
  Score: Raw -1758973.740899 + Penalty 3192.610095 = -1755781.130804
  nChanged 295
		SP:Iteration 13Q (9985.200000 sec): 3 clusters
  Score: Raw -1759135.100788 + Penalty 3192.610095 = -1755942.490693
  nChanged 275
		SP:Iteration 14Q (9985.230000 sec): 3 clusters
  Score: Raw -1759284.798754 + Penalty 3192.610095 = -1756092.188659
  nChanged 271
		SP:Iteration 15Q (9985.270000 sec): 3 clusters
  Score: Raw -1759437.110597 + Penalty 3192.610095 = -1756244.500502
  nChanged 229
		SP:Iteration 16Q (9985.310000 sec): 3 clusters
  Score: Raw -1759547.821510 + Penalty 3192.610095 = -1756355.211415
  nChanged 190
		SP:Iteration 17Q (9985.350000 sec): 3 clusters
  Score: Raw -1759622.944224 + Penalty 3192.610095 = -1756430.334129
  nChanged 161
		SP:Iteration 18Q (9985.390000 sec): 3 clusters
  Score: Raw -1759687.687944 + Penalty 3192.610095 = -1756495.077849
  nChanged 133
		SP:Iteration 19Q (9985.420000 sec): 3 clusters
  Score: Raw -1759739.776744 + Penalty 3192.610095 = -1756547.166649
  nChanged 136
		SP:Iteration 20F (9985.460000 sec): 3 clusters
  Score: Raw -1759792.946491 + Penalty 3192.610095 = -1756600.336395
  nChanged 128
		SP:Iteration 21Q (9985.500000 sec): 3 clusters
  Score: Raw -1759849.078846 + Penalty 3192.610095 = -1756656.468750
  nChanged 130
		SP:Iteration 22Q (9985.530000 sec): 3 clusters
  Score: Raw -1759897.516291 + Penalty 3192.610095 = -1756704.906195
  nChanged 91
		SP:Iteration 23Q (9985.570000 sec): 3 clusters
  Score: Raw -1759923.192049 + Penalty 3192.610095 = -1756730.581954
  nChanged 67
		SP:Iteration 24Q (9985.610000 sec): 3 clusters
  Score: Raw -1759940.633146 + Penalty 3192.610095 = -1756748.023051
  nChanged 52
		SP:Iteration 25Q (9985.640000 sec): 3 clusters
  Score: Raw -1759952.533116 + Penalty 3192.610095 = -1756759.923021
  nChanged 36
		SP:Iteration 26Q (9985.670000 sec): 3 clusters
  Score: Raw -1759961.310732 + Penalty 3192.610095 = -1756768.700637
  nChanged 33
		SP:Iteration 27Q (9985.710000 sec): 3 clusters
  Score: Raw -1759968.723513 + Penalty 3192.610095 = -1756776.113418
  nChanged 29
		SP:Iteration 28Q (9985.740000 sec): 3 clusters
  Score: Raw -1759974.756195 + Penalty 3192.610095 = -1756782.146100
  nChanged 22
		SP:Iteration 29Q (9985.780000 sec): 3 clusters
  Score: Raw -1759979.510642 + Penalty 3192.610095 = -1756786.900547
  nChanged 23
		SP:Iteration 30Q (9985.810000 sec): 3 clusters
  Score: Raw -1759984.561274 + Penalty 3192.610095 = -1756791.951179
  nChanged 22
		SP:Iteration 31Q (9985.850000 sec): 3 clusters
  Score: Raw -1759989.794093 + Penalty 3192.610095 = -1756797.183998
  nChanged 16
		SP:Iteration 32Q (9985.880000 sec): 3 clusters
  Score: Raw -1759992.949940 + Penalty 3192.610095 = -1756800.339845
  nChanged 12
		SP:Iteration 33Q (9985.910000 sec): 3 clusters
  Score: Raw -1759995.300930 + Penalty 3192.610095 = -1756802.690835
  nChanged 5
		SP:Iteration 34Q (9985.950000 sec): 3 clusters
  Score: Raw -1759996.043325 + Penalty 3192.610095 = -1756803.433229
  nChanged 5
		SP:Iteration 35Q (9985.980000 sec): 3 clusters
  Score: Raw -1759996.603037 + Penalty 3192.610095 = -1756803.992942
  nChanged 4
		SP:Iteration 36Q (9986.010000 sec): 3 clusters
  Score: Raw -1759997.354579 + Penalty 3192.610095 = -1756804.744484
  nChanged 2
		SP:Iteration 37Q (9986.050000 sec): 3 clusters
  Score: Raw -1759997.798130 + Penalty 3192.610095 = -1756805.188035
  nChanged 2
		SP:Iteration 38Q (9986.080000 sec): 3 clusters
  Score: Raw -1759998.171963 + Penalty 3192.610095 = -1756805.561868
  nChanged 2
		SP:Iteration 39Q (9986.120000 sec): 3 clusters
  Score: Raw -1759998.419818 + Penalty 3192.610095 = -1756805.809723
  nChanged 2
		SP:Iteration 40F (9986.160000 sec): 3 clusters
  Score: Raw -1759998.660387 + Penalty 3192.610095 = -1756806.050292
  nChanged 4
		SP:Iteration 41Q (9986.190000 sec): 3 clusters
  Score: Raw -1759999.422289 + Penalty 3192.610095 = -1756806.812194
  nChanged 5
		SP:Iteration 42Q (9986.230000 sec): 3 clusters
  Score: Raw -1760000.171302 + Penalty 3192.610095 = -1756807.561207
  nChanged 4
		SP:Iteration 43Q (9986.260000 sec): 3 clusters
  Score: Raw -1760000.621028 + Penalty 3192.610095 = -1756808.010933
  nChanged 5
		SP:Iteration 44Q (9986.300000 sec): 3 clusters
  Score: Raw -1760001.417833 + Penalty 3192.610095 = -1756808.807738
  nChanged 9
		SP:Iteration 45Q (9986.330000 sec): 3 clusters
  Score: Raw -1760003.614387 + Penalty 3192.610095 = -1756811.004292
  nChanged 9
		SP:Iteration 46Q (9986.370000 sec): 3 clusters
  Score: Raw -1760004.965420 + Penalty 3192.610095 = -1756812.355325
  nChanged 6
		SP:Iteration 47Q (9986.400000 sec): 3 clusters
  Score: Raw -1760005.799103 + Penalty 3192.610095 = -1756813.189007
  nChanged 2
		SP:Iteration 48Q (9986.430000 sec): 3 clusters
  Score: Raw -1760006.182210 + Penalty 3192.610095 = -1756813.572115
  nChanged 1
		SP:Iteration 49Q (9986.470000 sec): 3 clusters
  Score: Raw -1760006.251223 + Penalty 3192.610095 = -1756813.641128
  nChanged 0
		SP:Iteration 50F (9986.510000 sec): 3 clusters
  Score: Raw -1760006.251223 + Penalty 3192.610095 = -1756813.641128
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 27 (11858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9986.540000 sec): 2 clusters
  Score: Raw -1220656.479358 + Penalty 1524.373179 = -1219132.106179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9986.570000 sec): 3 clusters
  Score: Raw -1213825.219276 + Penalty 3048.746358 = -1210776.472918
  nChanged 5190
		SP:Iteration 1F (9986.590000 sec): 3 clusters
  Score: Raw -1216624.404146 + Penalty 3048.746358 = -1213575.657788
  nChanged 733
		SP:Iteration 2F (9986.620000 sec): 3 clusters
  Score: Raw -1216996.368312 + Penalty 3048.746358 = -1213947.621954
  nChanged 726
		SP:Iteration 3F (9986.650000 sec): 3 clusters
  Score: Raw -1217374.005336 + Penalty 3048.746358 = -1214325.258978
  nChanged 740
		SP:Iteration 4F (9986.680000 sec): 3 clusters
  Score: Raw -1217815.537641 + Penalty 3048.746358 = -1214766.791283
  nChanged 770
		SP:Iteration 5F (9986.700000 sec): 3 clusters
  Score: Raw -1218390.487981 + Penalty 3048.746358 = -1215341.741623
  nChanged 856
		SP:Iteration 6F (9986.730000 sec): 3 clusters
  Score: Raw -1219088.278197 + Penalty 3048.746358 = -1216039.531839
  nChanged 748
		SP:Iteration 7F (9986.760000 sec): 3 clusters
  Score: Raw -1219704.300716 + Penalty 3048.746358 = -1216655.554358
  nChanged 618
		SP:Iteration 8F (9986.790000 sec): 3 clusters
  Score: Raw -1220199.636974 + Penalty 3048.746358 = -1217150.890616
  nChanged 438
		SP:Iteration 9Q (9986.810000 sec): 3 clusters
  Score: Raw -1220526.641518 + Penalty 3048.746358 = -1217477.895161
  nChanged 317
		SP:Iteration 10Q (9986.840000 sec): 3 clusters
  Score: Raw -1220788.940559 + Penalty 3048.746358 = -1217740.194201
  nChanged 259
		SP:Iteration 11Q (9986.870000 sec): 3 clusters
  Score: Raw -1221025.815848 + Penalty 3048.746358 = -1217977.069490
  nChanged 215
		SP:Iteration 12Q (9986.890000 sec): 3 clusters
  Score: Raw -1221220.257513 + Penalty 3048.746358 = -1218171.511155
  nChanged 185
		SP:Iteration 13Q (9986.910000 sec): 3 clusters
  Score: Raw -1221367.565628 + Penalty 3048.746358 = -1218318.819270
  nChanged 120
		SP:Iteration 14Q (9986.930000 sec): 3 clusters
  Score: Raw -1221448.287576 + Penalty 3048.746358 = -1218399.541218
  nChanged 82
		SP:Iteration 15Q (9986.960000 sec): 3 clusters
  Score: Raw -1221491.631748 + Penalty 3048.746358 = -1218442.885390
  nChanged 61
		SP:Iteration 16Q (9986.980000 sec): 3 clusters
  Score: Raw -1221520.182693 + Penalty 3048.746358 = -1218471.436335
  nChanged 45
		SP:Iteration 17Q (9987.000000 sec): 3 clusters
  Score: Raw -1221535.046315 + Penalty 3048.746358 = -1218486.299957
  nChanged 27
		SP:Iteration 18Q (9987.020000 sec): 3 clusters
  Score: Raw -1221541.750233 + Penalty 3048.746358 = -1218493.003875
  nChanged 22
		SP:Iteration 19Q (9987.040000 sec): 3 clusters
  Score: Raw -1221548.608908 + Penalty 3048.746358 = -1218499.862551
  nChanged 16
		SP:Iteration 20F (9987.070000 sec): 3 clusters
  Score: Raw -1221551.240206 + Penalty 3048.746358 = -1218502.493848
  nChanged 12
		SP:Iteration 21Q (9987.090000 sec): 3 clusters
  Score: Raw -1221553.217981 + Penalty 3048.746358 = -1218504.471623
  nChanged 8
		SP:Iteration 22Q (9987.110000 sec): 3 clusters
  Score: Raw -1221554.477579 + Penalty 3048.746358 = -1218505.731221
  nChanged 3
		SP:Iteration 23Q (9987.130000 sec): 3 clusters
  Score: Raw -1221555.131426 + Penalty 3048.746358 = -1218506.385069
  nChanged 2
		SP:Iteration 24Q (9987.160000 sec): 3 clusters
  Score: Raw -1221555.478541 + Penalty 3048.746358 = -1218506.732183
  nChanged 2
		SP:Iteration 25Q (9987.180000 sec): 3 clusters
  Score: Raw -1221555.620611 + Penalty 3048.746358 = -1218506.874253
  nChanged 1
		SP:Iteration 26Q (9987.200000 sec): 3 clusters
  Score: Raw -1221555.669844 + Penalty 3048.746358 = -1218506.923486
  nChanged 1
		SP:Iteration 27Q (9987.220000 sec): 3 clusters
  Score: Raw -1221555.715472 + Penalty 3048.746358 = -1218506.969114
  nChanged 0
		SP:Iteration 28F (9987.250000 sec): 3 clusters
  Score: Raw -1221555.715472 + Penalty 3048.746358 = -1218506.969114
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 28 (1504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9987.260000 sec): 2 clusters
  Score: Raw -147553.244079 + Penalty 1188.831069 = -146364.413009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9987.260000 sec): 3 clusters
  Score: Raw -146968.212779 + Penalty 2377.662139 = -144590.550640
  nChanged 477
		SP:Iteration 1F (9987.260000 sec): 3 clusters
  Score: Raw -147300.891241 + Penalty 2377.662139 = -144923.229102
  nChanged 103
		SP:Iteration 2F (9987.270000 sec): 3 clusters
  Score: Raw -147377.166200 + Penalty 2377.662139 = -144999.504061
  nChanged 62
		SP:Iteration 3Q (9987.270000 sec): 3 clusters
  Score: Raw -147435.470224 + Penalty 2377.662139 = -145057.808085
  nChanged 59
		SP:Iteration 4Q (9987.270000 sec): 3 clusters
  Score: Raw -147487.168521 + Penalty 2377.662139 = -145109.506382
  nChanged 43
		SP:Iteration 5Q (9987.280000 sec): 3 clusters
  Score: Raw -147521.634276 + Penalty 2377.662139 = -145143.972137
  nChanged 32
		SP:Iteration 6Q (9987.280000 sec): 3 clusters
  Score: Raw -147549.849253 + Penalty 2377.662139 = -145172.187114
  nChanged 29
		SP:Iteration 7Q (9987.280000 sec): 3 clusters
  Score: Raw -147579.951717 + Penalty 2377.662139 = -145202.289578
  nChanged 34
		SP:Iteration 8Q (9987.290000 sec): 3 clusters
  Score: Raw -147606.357802 + Penalty 2377.662139 = -145228.695663
  nChanged 27
		SP:Iteration 9Q (9987.290000 sec): 3 clusters
  Score: Raw -147629.446597 + Penalty 2377.662139 = -145251.784458
  nChanged 21
		SP:Iteration 10Q (9987.290000 sec): 3 clusters
  Score: Raw -147655.359060 + Penalty 2377.662139 = -145277.696921
  nChanged 23
		SP:Iteration 11Q (9987.300000 sec): 3 clusters
  Score: Raw -147677.217410 + Penalty 2377.662139 = -145299.555271
  nChanged 24
		SP:Iteration 12Q (9987.300000 sec): 3 clusters
  Score: Raw -147697.767629 + Penalty 2377.662139 = -145320.105490
  nChanged 28
		SP:Iteration 13Q (9987.310000 sec): 3 clusters
  Score: Raw -147724.767375 + Penalty 2377.662139 = -145347.105236
  nChanged 26
		SP:Iteration 14Q (9987.310000 sec): 3 clusters
  Score: Raw -147749.224894 + Penalty 2377.662139 = -145371.562755
  nChanged 25
		SP:Iteration 15Q (9987.310000 sec): 3 clusters
  Score: Raw -147777.021925 + Penalty 2377.662139 = -145399.359786
  nChanged 29
		SP:Iteration 16Q (9987.310000 sec): 3 clusters
  Score: Raw -147801.417984 + Penalty 2377.662139 = -145423.755845
  nChanged 19
		SP:Iteration 17Q (9987.320000 sec): 3 clusters
  Score: Raw -147817.252214 + Penalty 2377.662139 = -145439.590075
  nChanged 18
		SP:Iteration 18Q (9987.320000 sec): 3 clusters
  Score: Raw -147835.191531 + Penalty 2377.662139 = -145457.529392
  nChanged 15
		SP:Iteration 19Q (9987.330000 sec): 3 clusters
  Score: Raw -147847.461927 + Penalty 2377.662139 = -145469.799788
  nChanged 13
		SP:Iteration 20F (9987.330000 sec): 3 clusters
  Score: Raw -147858.915520 + Penalty 2377.662139 = -145481.253381
  nChanged 16
		SP:Iteration 21Q (9987.330000 sec): 3 clusters
  Score: Raw -147878.295865 + Penalty 2377.662139 = -145500.633726
  nChanged 14
		SP:Iteration 22Q (9987.330000 sec): 3 clusters
  Score: Raw -147894.922074 + Penalty 2377.662139 = -145517.259935
  nChanged 21
		SP:Iteration 23Q (9987.340000 sec): 3 clusters
  Score: Raw -147920.256419 + Penalty 2377.662139 = -145542.594280
  nChanged 19
		SP:Iteration 24Q (9987.340000 sec): 3 clusters
  Score: Raw -147941.660302 + Penalty 2377.662139 = -145563.998163
  nChanged 16
		SP:Iteration 25Q (9987.340000 sec): 3 clusters
  Score: Raw -147963.012131 + Penalty 2377.662139 = -145585.349992
  nChanged 22
		SP:Iteration 26Q (9987.350000 sec): 3 clusters
  Score: Raw -147987.397824 + Penalty 2377.662139 = -145609.735685
  nChanged 23
		SP:Iteration 27Q (9987.350000 sec): 3 clusters
  Score: Raw -148014.368729 + Penalty 2377.662139 = -145636.706590
  nChanged 27
		SP:Iteration 28Q (9987.350000 sec): 3 clusters
  Score: Raw -148048.902749 + Penalty 2377.662139 = -145671.240610
  nChanged 26
		SP:Iteration 29Q (9987.360000 sec): 3 clusters
  Score: Raw -148081.375442 + Penalty 2377.662139 = -145703.713303
  nChanged 25
		SP:Iteration 30Q (9987.360000 sec): 3 clusters
  Score: Raw -148113.441587 + Penalty 2377.662139 = -145735.779448
  nChanged 25
		SP:Iteration 31Q (9987.360000 sec): 3 clusters
  Score: Raw -148136.819398 + Penalty 2377.662139 = -145759.157259
  nChanged 16
		SP:Iteration 32Q (9987.370000 sec): 3 clusters
  Score: Raw -148157.528855 + Penalty 2377.662139 = -145779.866716
  nChanged 21
		SP:Iteration 33Q (9987.370000 sec): 3 clusters
  Score: Raw -148176.842050 + Penalty 2377.662139 = -145799.179911
  nChanged 17
		SP:Iteration 34Q (9987.370000 sec): 3 clusters
  Score: Raw -148195.731740 + Penalty 2377.662139 = -145818.069601
  nChanged 17
		SP:Iteration 35Q (9987.370000 sec): 3 clusters
  Score: Raw -148211.039300 + Penalty 2377.662139 = -145833.377161
  nChanged 12
		SP:Iteration 36Q (9987.380000 sec): 3 clusters
  Score: Raw -148221.389413 + Penalty 2377.662139 = -145843.727274
  nChanged 7
		SP:Iteration 37Q (9987.380000 sec): 3 clusters
  Score: Raw -148228.045912 + Penalty 2377.662139 = -145850.383773
  nChanged 9
		SP:Iteration 38Q (9987.380000 sec): 3 clusters
  Score: Raw -148234.508623 + Penalty 2377.662139 = -145856.846484
  nChanged 5
		SP:Iteration 39Q (9987.390000 sec): 3 clusters
  Score: Raw -148237.322722 + Penalty 2377.662139 = -145859.660583
  nChanged 3
		SP:Iteration 40F (9987.390000 sec): 3 clusters
  Score: Raw -148238.761056 + Penalty 2377.662139 = -145861.098917
  nChanged 1
		SP:Iteration 41Q (9987.390000 sec): 3 clusters
  Score: Raw -148239.180740 + Penalty 2377.662139 = -145861.518601
  nChanged 3
		SP:Iteration 42Q (9987.390000 sec): 3 clusters
  Score: Raw -148241.239336 + Penalty 2377.662139 = -145863.577197
  nChanged 2
		SP:Iteration 43Q (9987.400000 sec): 3 clusters
  Score: Raw -148242.428005 + Penalty 2377.662139 = -145864.765866
  nChanged 3
		SP:Iteration 44Q (9987.400000 sec): 3 clusters
  Score: Raw -148245.304995 + Penalty 2377.662139 = -145867.642856
  nChanged 5
		SP:Iteration 45Q (9987.400000 sec): 3 clusters
  Score: Raw -148249.801378 + Penalty 2377.662139 = -145872.139239
  nChanged 5
		SP:Iteration 46Q (9987.410000 sec): 3 clusters
  Score: Raw -148255.365330 + Penalty 2377.662139 = -145877.703191
  nChanged 5
		SP:Iteration 47Q (9987.410000 sec): 3 clusters
  Score: Raw -148259.839332 + Penalty 2377.662139 = -145882.177193
  nChanged 5
		SP:Iteration 48Q (9987.410000 sec): 3 clusters
  Score: Raw -148263.716485 + Penalty 2377.662139 = -145886.054346
  nChanged 4
		SP:Iteration 49Q (9987.410000 sec): 3 clusters
  Score: Raw -148266.013611 + Penalty 2377.662139 = -145888.351472
  nChanged 3
		SP:Iteration 50Q (9987.410000 sec): 3 clusters
  Score: Raw -148269.108628 + Penalty 2377.662139 = -145891.446489
  nChanged 4
		SP:Iteration 51Q (9987.420000 sec): 3 clusters
  Score: Raw -148271.546792 + Penalty 2377.662139 = -145893.884653
  nChanged 4
		SP:Iteration 52Q (9987.420000 sec): 3 clusters
  Score: Raw -148273.501083 + Penalty 2377.662139 = -145895.838944
  nChanged 1
		SP:Iteration 53Q (9987.420000 sec): 3 clusters
  Score: Raw -148273.832551 + Penalty 2377.662139 = -145896.170412
  nChanged 0
		SP:Iteration 54F (9987.430000 sec): 3 clusters
  Score: Raw -148273.832551 + Penalty 2377.662139 = -145896.170412
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 29 (2503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9987.430000 sec): 2 clusters
  Score: Raw -222426.482494 + Penalty 1271.602360 = -221154.880134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9987.440000 sec): 3 clusters
  Score: Raw -221313.887131 + Penalty 2543.204720 = -218770.682411
  nChanged 906
		SP:Iteration 1F (9987.450000 sec): 3 clusters
  Score: Raw -222031.124159 + Penalty 2543.204720 = -219487.919439
  nChanged 247
		SP:Iteration 2F (9987.450000 sec): 3 clusters
  Score: Raw -222304.187597 + Penalty 2543.204720 = -219760.982877
  nChanged 164
		SP:Iteration 3F (9987.460000 sec): 3 clusters
  Score: Raw -222474.385417 + Penalty 2543.204720 = -219931.180697
  nChanged 123
		SP:Iteration 4Q (9987.460000 sec): 3 clusters
  Score: Raw -222572.802758 + Penalty 2543.204720 = -220029.598038
  nChanged 105
		SP:Iteration 5Q (9987.470000 sec): 3 clusters
  Score: Raw -222668.856585 + Penalty 2543.204720 = -220125.651865
  nChanged 90
		SP:Iteration 6Q (9987.470000 sec): 3 clusters
  Score: Raw -222737.874721 + Penalty 2543.204720 = -220194.670002
  nChanged 63
		SP:Iteration 7Q (9987.480000 sec): 3 clusters
  Score: Raw -222780.717010 + Penalty 2543.204720 = -220237.512290
  nChanged 54
		SP:Iteration 8Q (9987.490000 sec): 3 clusters
  Score: Raw -222824.669747 + Penalty 2543.204720 = -220281.465027
  nChanged 48
		SP:Iteration 9Q (9987.490000 sec): 3 clusters
  Score: Raw -222856.187096 + Penalty 2543.204720 = -220312.982376
  nChanged 37
		SP:Iteration 10Q (9987.500000 sec): 3 clusters
  Score: Raw -222880.748851 + Penalty 2543.204720 = -220337.544131
  nChanged 35
		SP:Iteration 11Q (9987.500000 sec): 3 clusters
  Score: Raw -222900.424439 + Penalty 2543.204720 = -220357.219719
  nChanged 31
		SP:Iteration 12Q (9987.510000 sec): 3 clusters
  Score: Raw -222919.124703 + Penalty 2543.204720 = -220375.919983
  nChanged 32
		SP:Iteration 13Q (9987.510000 sec): 3 clusters
  Score: Raw -222933.053656 + Penalty 2543.204720 = -220389.848936
  nChanged 22
		SP:Iteration 14Q (9987.520000 sec): 3 clusters
  Score: Raw -222941.403418 + Penalty 2543.204720 = -220398.198698
  nChanged 12
		SP:Iteration 15Q (9987.520000 sec): 3 clusters
  Score: Raw -222947.175772 + Penalty 2543.204720 = -220403.971052
  nChanged 10
		SP:Iteration 16Q (9987.530000 sec): 3 clusters
  Score: Raw -222952.219007 + Penalty 2543.204720 = -220409.014287
  nChanged 10
		SP:Iteration 17Q (9987.530000 sec): 3 clusters
  Score: Raw -222956.103793 + Penalty 2543.204720 = -220412.899073
  nChanged 8
		SP:Iteration 18Q (9987.540000 sec): 3 clusters
  Score: Raw -222959.458080 + Penalty 2543.204720 = -220416.253360
  nChanged 9
		SP:Iteration 19Q (9987.550000 sec): 3 clusters
  Score: Raw -222963.091428 + Penalty 2543.204720 = -220419.886709
  nChanged 5
		SP:Iteration 20F (9987.550000 sec): 3 clusters
  Score: Raw -222964.891276 + Penalty 2543.204720 = -220421.686556
  nChanged 4
		SP:Iteration 21Q (9987.560000 sec): 3 clusters
  Score: Raw -222968.250548 + Penalty 2543.204720 = -220425.045828
  nChanged 6
		SP:Iteration 22Q (9987.560000 sec): 3 clusters
  Score: Raw -222969.907464 + Penalty 2543.204720 = -220426.702745
  nChanged 5
		SP:Iteration 23Q (9987.570000 sec): 3 clusters
  Score: Raw -222972.057475 + Penalty 2543.204720 = -220428.852755
  nChanged 4
		SP:Iteration 24Q (9987.570000 sec): 3 clusters
  Score: Raw -222972.519988 + Penalty 2543.204720 = -220429.315269
  nChanged 3
		SP:Iteration 25Q (9987.580000 sec): 3 clusters
  Score: Raw -222973.477967 + Penalty 2543.204720 = -220430.273247
  nChanged 1
		SP:Iteration 26Q (9987.580000 sec): 3 clusters
  Score: Raw -222973.575469 + Penalty 2543.204720 = -220430.370749
  nChanged 0
		SP:Iteration 27F (9987.590000 sec): 3 clusters
  Score: Raw -222973.575469 + Penalty 2543.204720 = -220430.370749
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 30 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9987.610000 sec): 2 clusters
  Score: Raw -636527.862954 + Penalty 1426.327709 = -635101.535245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9987.620000 sec): 3 clusters
  Score: Raw -633082.664978 + Penalty 2852.655418 = -630230.009560
  nChanged 2616
		SP:Iteration 1F (9987.640000 sec): 3 clusters
  Score: Raw -634435.304181 + Penalty 2852.655418 = -631582.648762
  nChanged 468
		SP:Iteration 2F (9987.650000 sec): 3 clusters
  Score: Raw -634691.800231 + Penalty 2852.655418 = -631839.144813
  nChanged 397
		SP:Iteration 3F (9987.670000 sec): 3 clusters
  Score: Raw -634904.461452 + Penalty 2852.655418 = -632051.806034
  nChanged 370
		SP:Iteration 4F (9987.680000 sec): 3 clusters
  Score: Raw -635139.424480 + Penalty 2852.655418 = -632286.769062
  nChanged 393
		SP:Iteration 5F (9987.700000 sec): 3 clusters
  Score: Raw -635437.707954 + Penalty 2852.655418 = -632585.052535
  nChanged 393
		SP:Iteration 6F (9987.710000 sec): 3 clusters
  Score: Raw -635753.901595 + Penalty 2852.655418 = -632901.246177
  nChanged 334
		SP:Iteration 7F (9987.730000 sec): 3 clusters
  Score: Raw -636008.588361 + Penalty 2852.655418 = -633155.932943
  nChanged 242
		SP:Iteration 8Q (9987.740000 sec): 3 clusters
  Score: Raw -636193.030677 + Penalty 2852.655418 = -633340.375259
  nChanged 189
		SP:Iteration 9Q (9987.750000 sec): 3 clusters
  Score: Raw -636339.975320 + Penalty 2852.655418 = -633487.319902
  nChanged 126
		SP:Iteration 10Q (9987.770000 sec): 3 clusters
  Score: Raw -636433.440789 + Penalty 2852.655418 = -633580.785371
  nChanged 92
		SP:Iteration 11Q (9987.790000 sec): 3 clusters
  Score: Raw -636503.690385 + Penalty 2852.655418 = -633651.034967
  nChanged 60
		SP:Iteration 12Q (9987.800000 sec): 3 clusters
  Score: Raw -636551.943710 + Penalty 2852.655418 = -633699.288292
  nChanged 43
		SP:Iteration 13Q (9987.810000 sec): 3 clusters
  Score: Raw -636587.534059 + Penalty 2852.655418 = -633734.878641
  nChanged 32
		SP:Iteration 14Q (9987.830000 sec): 3 clusters
  Score: Raw -636613.664310 + Penalty 2852.655418 = -633761.008892
  nChanged 23
		SP:Iteration 15Q (9987.840000 sec): 3 clusters
  Score: Raw -636630.694816 + Penalty 2852.655418 = -633778.039398
  nChanged 16
		SP:Iteration 16Q (9987.850000 sec): 3 clusters
  Score: Raw -636643.611821 + Penalty 2852.655418 = -633790.956403
  nChanged 16
		SP:Iteration 17Q (9987.870000 sec): 3 clusters
  Score: Raw -636652.893281 + Penalty 2852.655418 = -633800.237863
  nChanged 9
		SP:Iteration 18Q (9987.880000 sec): 3 clusters
  Score: Raw -636658.736971 + Penalty 2852.655418 = -633806.081553
  nChanged 11
		SP:Iteration 19Q (9987.890000 sec): 3 clusters
  Score: Raw -636667.314737 + Penalty 2852.655418 = -633814.659319
  nChanged 7
		SP:Iteration 20F (9987.910000 sec): 3 clusters
  Score: Raw -636672.897551 + Penalty 2852.655418 = -633820.242133
  nChanged 11
		SP:Iteration 21Q (9987.920000 sec): 3 clusters
  Score: Raw -636685.488898 + Penalty 2852.655418 = -633832.833479
  nChanged 13
		SP:Iteration 22Q (9987.930000 sec): 3 clusters
  Score: Raw -636703.262771 + Penalty 2852.655418 = -633850.607353
  nChanged 4
		SP:Iteration 23Q (9987.940000 sec): 3 clusters
  Score: Raw -636705.455179 + Penalty 2852.655418 = -633852.799761
  nChanged 3
		SP:Iteration 24Q (9987.960000 sec): 3 clusters
  Score: Raw -636708.837100 + Penalty 2852.655418 = -633856.181682
  nChanged 6
		SP:Iteration 25Q (9987.970000 sec): 3 clusters
  Score: Raw -636712.955548 + Penalty 2852.655418 = -633860.300130
  nChanged 5
		SP:Iteration 26Q (9987.980000 sec): 3 clusters
  Score: Raw -636717.579971 + Penalty 2852.655418 = -633864.924553
  nChanged 5
		SP:Iteration 27Q (9987.990000 sec): 3 clusters
  Score: Raw -636721.578671 + Penalty 2852.655418 = -633868.923253
  nChanged 5
		SP:Iteration 28Q (9988.010000 sec): 3 clusters
  Score: Raw -636726.096014 + Penalty 2852.655418 = -633873.440596
  nChanged 2
		SP:Iteration 29Q (9988.020000 sec): 3 clusters
  Score: Raw -636727.566240 + Penalty 2852.655418 = -633874.910822
  nChanged 2
		SP:Iteration 30Q (9988.030000 sec): 3 clusters
  Score: Raw -636729.442958 + Penalty 2852.655418 = -633876.787539
  nChanged 0
		SP:Iteration 31F (9988.050000 sec): 3 clusters
  Score: Raw -636729.442958 + Penalty 2852.655418 = -633876.787539
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 31 (4259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9988.060000 sec): 2 clusters
  Score: Raw -418724.785638 + Penalty 1357.978321 = -417366.807317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9988.070000 sec): 3 clusters
  Score: Raw -416599.457616 + Penalty 2715.956643 = -413883.500974
  nChanged 1705
		SP:Iteration 1F (9988.080000 sec): 3 clusters
  Score: Raw -417457.924809 + Penalty 2715.956643 = -414741.968166
  nChanged 313
		SP:Iteration 2F (9988.090000 sec): 3 clusters
  Score: Raw -417642.986991 + Penalty 2715.956643 = -414927.030348
  nChanged 240
		SP:Iteration 3F (9988.100000 sec): 3 clusters
  Score: Raw -417778.944225 + Penalty 2715.956643 = -415062.987582
  nChanged 181
		SP:Iteration 4Q (9988.110000 sec): 3 clusters
  Score: Raw -417870.408081 + Penalty 2715.956643 = -415154.451439
  nChanged 123
		SP:Iteration 5Q (9988.110000 sec): 3 clusters
  Score: Raw -417932.140472 + Penalty 2715.956643 = -415216.183829
  nChanged 107
		SP:Iteration 6Q (9988.130000 sec): 3 clusters
  Score: Raw -417979.395085 + Penalty 2715.956643 = -415263.438442
  nChanged 97
		SP:Iteration 7Q (9988.130000 sec): 3 clusters
  Score: Raw -418018.776656 + Penalty 2715.956643 = -415302.820014
  nChanged 86
		SP:Iteration 8Q (9988.150000 sec): 3 clusters
  Score: Raw -418054.496123 + Penalty 2715.956643 = -415338.539480
  nChanged 83
		SP:Iteration 9Q (9988.150000 sec): 3 clusters
  Score: Raw -418092.240787 + Penalty 2715.956643 = -415376.284144
  nChanged 83
		SP:Iteration 10Q (9988.170000 sec): 3 clusters
  Score: Raw -418124.529267 + Penalty 2715.956643 = -415408.572624
  nChanged 69
		SP:Iteration 11Q (9988.170000 sec): 3 clusters
  Score: Raw -418155.926480 + Penalty 2715.956643 = -415439.969837
  nChanged 78
		SP:Iteration 12Q (9988.180000 sec): 3 clusters
  Score: Raw -418193.001513 + Penalty 2715.956643 = -415477.044870
  nChanged 74
		SP:Iteration 13Q (9988.190000 sec): 3 clusters
  Score: Raw -418226.787005 + Penalty 2715.956643 = -415510.830362
  nChanged 84
		SP:Iteration 14Q (9988.200000 sec): 3 clusters
  Score: Raw -418265.230378 + Penalty 2715.956643 = -415549.273735
  nChanged 75
		SP:Iteration 15Q (9988.210000 sec): 3 clusters
  Score: Raw -418306.707498 + Penalty 2715.956643 = -415590.750855
  nChanged 83
		SP:Iteration 16Q (9988.220000 sec): 3 clusters
  Score: Raw -418357.489454 + Penalty 2715.956643 = -415641.532812
  nChanged 98
		SP:Iteration 17Q (9988.230000 sec): 3 clusters
  Score: Raw -418399.162986 + Penalty 2715.956643 = -415683.206343
  nChanged 85
		SP:Iteration 18Q (9988.240000 sec): 3 clusters
  Score: Raw -418438.637449 + Penalty 2715.956643 = -415722.680806
  nChanged 71
		SP:Iteration 19Q (9988.250000 sec): 3 clusters
  Score: Raw -418469.873726 + Penalty 2715.956643 = -415753.917083
  nChanged 66
		SP:Iteration 20F (9988.260000 sec): 3 clusters
  Score: Raw -418497.860739 + Penalty 2715.956643 = -415781.904097
  nChanged 59
		SP:Iteration 21Q (9988.270000 sec): 3 clusters
  Score: Raw -418521.372462 + Penalty 2715.956643 = -415805.415819
  nChanged 48
		SP:Iteration 22Q (9988.280000 sec): 3 clusters
  Score: Raw -418540.723902 + Penalty 2715.956643 = -415824.767259
  nChanged 51
		SP:Iteration 23Q (9988.290000 sec): 3 clusters
  Score: Raw -418560.728257 + Penalty 2715.956643 = -415844.771615
  nChanged 44
		SP:Iteration 24Q (9988.300000 sec): 3 clusters
  Score: Raw -418574.139885 + Penalty 2715.956643 = -415858.183242
  nChanged 38
		SP:Iteration 25Q (9988.310000 sec): 3 clusters
  Score: Raw -418584.736901 + Penalty 2715.956643 = -415868.780258
  nChanged 25
		SP:Iteration 26Q (9988.320000 sec): 3 clusters
  Score: Raw -418592.975939 + Penalty 2715.956643 = -415877.019297
  nChanged 34
		SP:Iteration 27Q (9988.330000 sec): 3 clusters
  Score: Raw -418603.800138 + Penalty 2715.956643 = -415887.843496
  nChanged 37
		SP:Iteration 28Q (9988.340000 sec): 3 clusters
  Score: Raw -418617.914283 + Penalty 2715.956643 = -415901.957640
  nChanged 35
		SP:Iteration 29Q (9988.350000 sec): 3 clusters
  Score: Raw -418627.525427 + Penalty 2715.956643 = -415911.568785
  nChanged 31
		SP:Iteration 30Q (9988.350000 sec): 3 clusters
  Score: Raw -418637.421253 + Penalty 2715.956643 = -415921.464610
  nChanged 18
		SP:Iteration 31Q (9988.370000 sec): 3 clusters
  Score: Raw -418641.732201 + Penalty 2715.956643 = -415925.775558
  nChanged 18
		SP:Iteration 32Q (9988.370000 sec): 3 clusters
  Score: Raw -418646.388547 + Penalty 2715.956643 = -415930.431904
  nChanged 16
		SP:Iteration 33Q (9988.380000 sec): 3 clusters
  Score: Raw -418651.651732 + Penalty 2715.956643 = -415935.695089
  nChanged 23
		SP:Iteration 34Q (9988.390000 sec): 3 clusters
  Score: Raw -418660.274861 + Penalty 2715.956643 = -415944.318218
  nChanged 20
		SP:Iteration 35Q (9988.400000 sec): 3 clusters
  Score: Raw -418666.118952 + Penalty 2715.956643 = -415950.162310
  nChanged 24
		SP:Iteration 36Q (9988.410000 sec): 3 clusters
  Score: Raw -418676.170304 + Penalty 2715.956643 = -415960.213661
  nChanged 27
		SP:Iteration 37Q (9988.420000 sec): 3 clusters
  Score: Raw -418686.512695 + Penalty 2715.956643 = -415970.556052
  nChanged 24
		SP:Iteration 38Q (9988.430000 sec): 3 clusters
  Score: Raw -418692.980745 + Penalty 2715.956643 = -415977.024102
  nChanged 18
		SP:Iteration 39Q (9988.440000 sec): 3 clusters
  Score: Raw -418698.934424 + Penalty 2715.956643 = -415982.977782
  nChanged 9
		SP:Iteration 40F (9988.450000 sec): 3 clusters
  Score: Raw -418701.567907 + Penalty 2715.956643 = -415985.611264
  nChanged 12
		SP:Iteration 41Q (9988.460000 sec): 3 clusters
  Score: Raw -418704.385963 + Penalty 2715.956643 = -415988.429320
  nChanged 9
		SP:Iteration 42Q (9988.470000 sec): 3 clusters
  Score: Raw -418706.284287 + Penalty 2715.956643 = -415990.327644
  nChanged 8
		SP:Iteration 43Q (9988.480000 sec): 3 clusters
  Score: Raw -418707.891708 + Penalty 2715.956643 = -415991.935065
  nChanged 6
		SP:Iteration 44Q (9988.490000 sec): 3 clusters
  Score: Raw -418709.305245 + Penalty 2715.956643 = -415993.348603
  nChanged 6
		SP:Iteration 45Q (9988.490000 sec): 3 clusters
  Score: Raw -418710.829206 + Penalty 2715.956643 = -415994.872564
  nChanged 5
		SP:Iteration 46Q (9988.500000 sec): 3 clusters
  Score: Raw -418712.214806 + Penalty 2715.956643 = -415996.258163
  nChanged 6
		SP:Iteration 47Q (9988.510000 sec): 3 clusters
  Score: Raw -418714.168948 + Penalty 2715.956643 = -415998.212306
  nChanged 8
		SP:Iteration 48Q (9988.520000 sec): 3 clusters
  Score: Raw -418716.268220 + Penalty 2715.956643 = -416000.311577
  nChanged 6
		SP:Iteration 49Q (9988.530000 sec): 3 clusters
  Score: Raw -418717.798146 + Penalty 2715.956643 = -416001.841503
  nChanged 7
		SP:Iteration 50Q (9988.540000 sec): 3 clusters
  Score: Raw -418719.481825 + Penalty 2715.956643 = -416003.525183
  nChanged 10
		SP:Iteration 51Q (9988.550000 sec): 3 clusters
  Score: Raw -418722.174497 + Penalty 2715.956643 = -416006.217855
  nChanged 10
		SP:Iteration 52Q (9988.560000 sec): 3 clusters
  Score: Raw -418724.992087 + Penalty 2715.956643 = -416009.035445
  nChanged 11
		SP:Iteration 53Q (9988.570000 sec): 3 clusters
  Score: Raw -418728.160029 + Penalty 2715.956643 = -416012.203386
  nChanged 9
		SP:Iteration 54Q (9988.580000 sec): 3 clusters
  Score: Raw -418731.489558 + Penalty 2715.956643 = -416015.532915
  nChanged 11
		SP:Iteration 55Q (9988.590000 sec): 3 clusters
  Score: Raw -418734.838749 + Penalty 2715.956643 = -416018.882106
  nChanged 8
		SP:Iteration 56Q (9988.590000 sec): 3 clusters
  Score: Raw -418736.688187 + Penalty 2715.956643 = -416020.731544
  nChanged 4
		SP:Iteration 57Q (9988.610000 sec): 3 clusters
  Score: Raw -418737.801574 + Penalty 2715.956643 = -416021.844931
  nChanged 7
		SP:Iteration 58Q (9988.610000 sec): 3 clusters
  Score: Raw -418739.199726 + Penalty 2715.956643 = -416023.243084
  nChanged 2
		SP:Iteration 59Q (9988.620000 sec): 3 clusters
  Score: Raw -418739.323165 + Penalty 2715.956643 = -416023.366523
  nChanged 1
		SP:Iteration 60F (9988.630000 sec): 3 clusters
  Score: Raw -418739.935573 + Penalty 2715.956643 = -416023.978930
  nChanged 2
		SP:Iteration 61Q (9988.640000 sec): 3 clusters
  Score: Raw -418741.885851 + Penalty 2715.956643 = -416025.929208
  nChanged 2
		SP:Iteration 62Q (9988.650000 sec): 3 clusters
  Score: Raw -418742.591147 + Penalty 2715.956643 = -416026.634505
  nChanged 1
		SP:Iteration 63Q (9988.660000 sec): 3 clusters
  Score: Raw -418742.770790 + Penalty 2715.956643 = -416026.814147
  nChanged 1
		SP:Iteration 64Q (9988.670000 sec): 3 clusters
  Score: Raw -418742.949762 + Penalty 2715.956643 = -416026.993119
  nChanged 0
		SP:Iteration 65F (9988.680000 sec): 3 clusters
  Score: Raw -418742.949762 + Penalty 2715.956643 = -416026.993119
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 32 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9988.690000 sec): 2 clusters
  Score: Raw -278141.544519 + Penalty 1299.401550 = -276842.142969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9988.690000 sec): 3 clusters
  Score: Raw -276729.128671 + Penalty 2598.803100 = -274130.325571
  nChanged 1134
		SP:Iteration 1F (9988.700000 sec): 3 clusters
  Score: Raw -277418.044650 + Penalty 2598.803100 = -274819.241549
  nChanged 251
		SP:Iteration 2F (9988.710000 sec): 3 clusters
  Score: Raw -277568.983747 + Penalty 2598.803100 = -274970.180647
  nChanged 148
		SP:Iteration 3Q (9988.710000 sec): 3 clusters
  Score: Raw -277668.399112 + Penalty 2598.803100 = -275069.596012
  nChanged 136
		SP:Iteration 4Q (9988.720000 sec): 3 clusters
  Score: Raw -277753.009797 + Penalty 2598.803100 = -275154.206696
  nChanged 109
		SP:Iteration 5Q (9988.730000 sec): 3 clusters
  Score: Raw -277823.370466 + Penalty 2598.803100 = -275224.567366
  nChanged 94
		SP:Iteration 6Q (9988.730000 sec): 3 clusters
  Score: Raw -277886.145190 + Penalty 2598.803100 = -275287.342090
  nChanged 84
		SP:Iteration 7Q (9988.740000 sec): 3 clusters
  Score: Raw -277937.043762 + Penalty 2598.803100 = -275338.240661
  nChanged 84
		SP:Iteration 8Q (9988.750000 sec): 3 clusters
  Score: Raw -277991.429013 + Penalty 2598.803100 = -275392.625913
  nChanged 89
		SP:Iteration 9Q (9988.750000 sec): 3 clusters
  Score: Raw -278049.494429 + Penalty 2598.803100 = -275450.691328
  nChanged 87
		SP:Iteration 10Q (9988.760000 sec): 3 clusters
  Score: Raw -278112.292685 + Penalty 2598.803100 = -275513.489585
  nChanged 81
		SP:Iteration 11Q (9988.770000 sec): 3 clusters
  Score: Raw -278174.065267 + Penalty 2598.803100 = -275575.262166
  nChanged 69
		SP:Iteration 12Q (9988.770000 sec): 3 clusters
  Score: Raw -278225.536997 + Penalty 2598.803100 = -275626.733897
  nChanged 64
		SP:Iteration 13Q (9988.780000 sec): 3 clusters
  Score: Raw -278270.464754 + Penalty 2598.803100 = -275671.661654
  nChanged 54
		SP:Iteration 14Q (9988.790000 sec): 3 clusters
  Score: Raw -278300.913401 + Penalty 2598.803100 = -275702.110301
  nChanged 41
		SP:Iteration 15Q (9988.790000 sec): 3 clusters
  Score: Raw -278321.675432 + Penalty 2598.803100 = -275722.872332
  nChanged 32
		SP:Iteration 16Q (9988.800000 sec): 3 clusters
  Score: Raw -278338.171847 + Penalty 2598.803100 = -275739.368747
  nChanged 25
		SP:Iteration 17Q (9988.810000 sec): 3 clusters
  Score: Raw -278348.160496 + Penalty 2598.803100 = -275749.357396
  nChanged 15
		SP:Iteration 18Q (9988.810000 sec): 3 clusters
  Score: Raw -278353.241144 + Penalty 2598.803100 = -275754.438044
  nChanged 17
		SP:Iteration 19Q (9988.820000 sec): 3 clusters
  Score: Raw -278362.042971 + Penalty 2598.803100 = -275763.239871
  nChanged 17
		SP:Iteration 20F (9988.830000 sec): 3 clusters
  Score: Raw -278369.006042 + Penalty 2598.803100 = -275770.202942
  nChanged 12
		SP:Iteration 21Q (9988.830000 sec): 3 clusters
  Score: Raw -278373.833950 + Penalty 2598.803100 = -275775.030850
  nChanged 12
		SP:Iteration 22Q (9988.840000 sec): 3 clusters
  Score: Raw -278379.427132 + Penalty 2598.803100 = -275780.624032
  nChanged 15
		SP:Iteration 23Q (9988.850000 sec): 3 clusters
  Score: Raw -278386.275645 + Penalty 2598.803100 = -275787.472544
  nChanged 19
		SP:Iteration 24Q (9988.850000 sec): 3 clusters
  Score: Raw -278397.292123 + Penalty 2598.803100 = -275798.489022
  nChanged 22
		SP:Iteration 25Q (9988.860000 sec): 3 clusters
  Score: Raw -278410.929351 + Penalty 2598.803100 = -275812.126250
  nChanged 23
		SP:Iteration 26Q (9988.870000 sec): 3 clusters
  Score: Raw -278425.317092 + Penalty 2598.803100 = -275826.513992
  nChanged 25
		SP:Iteration 27Q (9988.870000 sec): 3 clusters
  Score: Raw -278439.902756 + Penalty 2598.803100 = -275841.099656
  nChanged 16
		SP:Iteration 28Q (9988.880000 sec): 3 clusters
  Score: Raw -278446.752713 + Penalty 2598.803100 = -275847.949613
  nChanged 14
		SP:Iteration 29Q (9988.890000 sec): 3 clusters
  Score: Raw -278452.301482 + Penalty 2598.803100 = -275853.498382
  nChanged 15
		SP:Iteration 30Q (9988.890000 sec): 3 clusters
  Score: Raw -278460.392156 + Penalty 2598.803100 = -275861.589055
  nChanged 14
		SP:Iteration 31Q (9988.900000 sec): 3 clusters
  Score: Raw -278467.323693 + Penalty 2598.803100 = -275868.520592
  nChanged 9
		SP:Iteration 32Q (9988.910000 sec): 3 clusters
  Score: Raw -278472.903252 + Penalty 2598.803100 = -275874.100152
  nChanged 7
		SP:Iteration 33Q (9988.910000 sec): 3 clusters
  Score: Raw -278477.234635 + Penalty 2598.803100 = -275878.431534
  nChanged 5
		SP:Iteration 34Q (9988.920000 sec): 3 clusters
  Score: Raw -278479.073484 + Penalty 2598.803100 = -275880.270383
  nChanged 3
		SP:Iteration 35Q (9988.930000 sec): 3 clusters
  Score: Raw -278481.203431 + Penalty 2598.803100 = -275882.400331
  nChanged 4
		SP:Iteration 36Q (9988.930000 sec): 3 clusters
  Score: Raw -278483.888224 + Penalty 2598.803100 = -275885.085124
  nChanged 5
		SP:Iteration 37Q (9988.940000 sec): 3 clusters
  Score: Raw -278486.843312 + Penalty 2598.803100 = -275888.040211
  nChanged 6
		SP:Iteration 38Q (9988.940000 sec): 3 clusters
  Score: Raw -278490.611605 + Penalty 2598.803100 = -275891.808505
  nChanged 4
		SP:Iteration 39Q (9988.950000 sec): 3 clusters
  Score: Raw -278493.401141 + Penalty 2598.803100 = -275894.598041
  nChanged 7
		SP:Iteration 40F (9988.960000 sec): 3 clusters
  Score: Raw -278497.739718 + Penalty 2598.803100 = -275898.936617
  nChanged 3
		SP:Iteration 41Q (9988.960000 sec): 3 clusters
  Score: Raw -278499.686817 + Penalty 2598.803100 = -275900.883716
  nChanged 3
		SP:Iteration 42Q (9988.970000 sec): 3 clusters
  Score: Raw -278501.467076 + Penalty 2598.803100 = -275902.663975
  nChanged 3
		SP:Iteration 43Q (9988.970000 sec): 3 clusters
  Score: Raw -278502.559541 + Penalty 2598.803100 = -275903.756441
  nChanged 2
		SP:Iteration 44Q (9988.980000 sec): 3 clusters
  Score: Raw -278503.607491 + Penalty 2598.803100 = -275904.804391
  nChanged 4
		SP:Iteration 45Q (9988.990000 sec): 3 clusters
  Score: Raw -278506.683004 + Penalty 2598.803100 = -275907.879904
  nChanged 3
		SP:Iteration 46Q (9988.990000 sec): 3 clusters
  Score: Raw -278509.737328 + Penalty 2598.803100 = -275910.934228
  nChanged 3
		SP:Iteration 47Q (9989.000000 sec): 3 clusters
  Score: Raw -278511.236301 + Penalty 2598.803100 = -275912.433200
  nChanged 4
		SP:Iteration 48Q (9989.010000 sec): 3 clusters
  Score: Raw -278513.288455 + Penalty 2598.803100 = -275914.485355
  nChanged 1
		SP:Iteration 49Q (9989.010000 sec): 3 clusters
  Score: Raw -278513.693873 + Penalty 2598.803100 = -275914.890773
  nChanged 2
		SP:Iteration 50Q (9989.020000 sec): 3 clusters
  Score: Raw -278514.973136 + Penalty 2598.803100 = -275916.170036
  nChanged 2
		SP:Iteration 51Q (9989.020000 sec): 3 clusters
  Score: Raw -278516.606217 + Penalty 2598.803100 = -275917.803116
  nChanged 2
		SP:Iteration 52Q (9989.030000 sec): 3 clusters
  Score: Raw -278518.644910 + Penalty 2598.803100 = -275919.841809
  nChanged 4
		SP:Iteration 53Q (9989.030000 sec): 3 clusters
  Score: Raw -278520.761554 + Penalty 2598.803100 = -275921.958454
  nChanged 2
		SP:Iteration 54Q (9989.040000 sec): 3 clusters
  Score: Raw -278521.733849 + Penalty 2598.803100 = -275922.930749
  nChanged 0
		SP:Iteration 55F (9989.050000 sec): 3 clusters
  Score: Raw -278521.733849 + Penalty 2598.803100 = -275922.930749
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 33 (22732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9989.110000 sec): 2 clusters
  Score: Raw -2384100.335321 + Penalty 1630.123447 = -2382470.211874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9989.160000 sec): 3 clusters
  Score: Raw -2370186.795770 + Penalty 3260.246893 = -2366926.548877
  nChanged 10376
		SP:Iteration 1F (9989.220000 sec): 3 clusters
  Score: Raw -2376162.929393 + Penalty 3260.246893 = -2372902.682500
  nChanged 1157
		SP:Iteration 2F (9989.270000 sec): 3 clusters
  Score: Raw -2376613.563201 + Penalty 3260.246893 = -2373353.316308
  nChanged 1137
		SP:Iteration 3F (9989.320000 sec): 3 clusters
  Score: Raw -2377087.481224 + Penalty 3260.246893 = -2373827.234331
  nChanged 1116
		SP:Iteration 4Q (9989.380000 sec): 3 clusters
  Score: Raw -2377660.413250 + Penalty 3260.246893 = -2374400.166356
  nChanged 1266
		SP:Iteration 5F (9989.430000 sec): 3 clusters
  Score: Raw -2378400.251639 + Penalty 3260.246893 = -2375140.004746
  nChanged 1331
		SP:Iteration 6F (9989.480000 sec): 3 clusters
  Score: Raw -2379267.037196 + Penalty 3260.246893 = -2376006.790303
  nChanged 1348
		SP:Iteration 7F (9989.540000 sec): 3 clusters
  Score: Raw -2380283.827894 + Penalty 3260.246893 = -2377023.581000
  nChanged 1198
		SP:Iteration 8F (9989.590000 sec): 3 clusters
  Score: Raw -2381221.682830 + Penalty 3260.246893 = -2377961.435937
  nChanged 1062
		SP:Iteration 9Q (9989.650000 sec): 3 clusters
  Score: Raw -2382047.670269 + Penalty 3260.246893 = -2378787.423376
  nChanged 869
		SP:Iteration 10Q (9989.690000 sec): 3 clusters
  Score: Raw -2382706.330866 + Penalty 3260.246893 = -2379446.083973
  nChanged 662
		SP:Iteration 11Q (9989.750000 sec): 3 clusters
  Score: Raw -2383149.203057 + Penalty 3260.246893 = -2379888.956164
  nChanged 498
		SP:Iteration 12Q (9989.790000 sec): 3 clusters
  Score: Raw -2383458.821156 + Penalty 3260.246893 = -2380198.574263
  nChanged 411
		SP:Iteration 13Q (9989.840000 sec): 3 clusters
  Score: Raw -2383681.585390 + Penalty 3260.246893 = -2380421.338497
  nChanged 326
		SP:Iteration 14Q (9989.890000 sec): 3 clusters
  Score: Raw -2383857.217739 + Penalty 3260.246893 = -2380596.970846
  nChanged 304
		SP:Iteration 15Q (9989.930000 sec): 3 clusters
  Score: Raw -2384021.398826 + Penalty 3260.246893 = -2380761.151933
  nChanged 258
		SP:Iteration 16Q (9989.980000 sec): 3 clusters
  Score: Raw -2384132.864170 + Penalty 3260.246893 = -2380872.617277
  nChanged 207
		SP:Iteration 17Q (9990.030000 sec): 3 clusters
  Score: Raw -2384199.782973 + Penalty 3260.246893 = -2380939.536080
  nChanged 155
		SP:Iteration 18Q (9990.070000 sec): 3 clusters
  Score: Raw -2384248.186257 + Penalty 3260.246893 = -2380987.939363
  nChanged 137
		SP:Iteration 19Q (9990.110000 sec): 3 clusters
  Score: Raw -2384284.831630 + Penalty 3260.246893 = -2381024.584736
  nChanged 113
		SP:Iteration 20F (9990.170000 sec): 3 clusters
  Score: Raw -2384315.676868 + Penalty 3260.246893 = -2381055.429975
  nChanged 93
		SP:Iteration 21Q (9990.210000 sec): 3 clusters
  Score: Raw -2384335.388711 + Penalty 3260.246893 = -2381075.141818
  nChanged 68
		SP:Iteration 22Q (9990.250000 sec): 3 clusters
  Score: Raw -2384349.527581 + Penalty 3260.246893 = -2381089.280688
  nChanged 70
		SP:Iteration 23Q (9990.300000 sec): 3 clusters
  Score: Raw -2384360.641200 + Penalty 3260.246893 = -2381100.394306
  nChanged 48
		SP:Iteration 24Q (9990.340000 sec): 3 clusters
  Score: Raw -2384368.477921 + Penalty 3260.246893 = -2381108.231027
  nChanged 48
		SP:Iteration 25Q (9990.390000 sec): 3 clusters
  Score: Raw -2384378.253582 + Penalty 3260.246893 = -2381118.006689
  nChanged 57
		SP:Iteration 26Q (9990.430000 sec): 3 clusters
  Score: Raw -2384387.404456 + Penalty 3260.246893 = -2381127.157563
  nChanged 46
		SP:Iteration 27Q (9990.470000 sec): 3 clusters
  Score: Raw -2384393.016288 + Penalty 3260.246893 = -2381132.769395
  nChanged 38
		SP:Iteration 28Q (9990.520000 sec): 3 clusters
  Score: Raw -2384397.600020 + Penalty 3260.246893 = -2381137.353127
  nChanged 28
		SP:Iteration 29Q (9990.560000 sec): 3 clusters
  Score: Raw -2384401.612312 + Penalty 3260.246893 = -2381141.365418
  nChanged 27
		SP:Iteration 30Q (9990.610000 sec): 3 clusters
  Score: Raw -2384404.981822 + Penalty 3260.246893 = -2381144.734929
  nChanged 19
		SP:Iteration 31Q (9990.650000 sec): 3 clusters
  Score: Raw -2384407.799086 + Penalty 3260.246893 = -2381147.552193
  nChanged 28
		SP:Iteration 32Q (9990.690000 sec): 3 clusters
  Score: Raw -2384412.013728 + Penalty 3260.246893 = -2381151.766835
  nChanged 32
		SP:Iteration 33Q (9990.730000 sec): 3 clusters
  Score: Raw -2384416.679800 + Penalty 3260.246893 = -2381156.432907
  nChanged 34
		SP:Iteration 34Q (9990.780000 sec): 3 clusters
  Score: Raw -2384420.206563 + Penalty 3260.246893 = -2381159.959669
  nChanged 26
		SP:Iteration 35Q (9990.820000 sec): 3 clusters
  Score: Raw -2384422.735782 + Penalty 3260.246893 = -2381162.488888
  nChanged 17
		SP:Iteration 36Q (9990.870000 sec): 3 clusters
  Score: Raw -2384424.570385 + Penalty 3260.246893 = -2381164.323492
  nChanged 13
		SP:Iteration 37Q (9990.910000 sec): 3 clusters
  Score: Raw -2384426.004642 + Penalty 3260.246893 = -2381165.757749
  nChanged 11
		SP:Iteration 38Q (9990.950000 sec): 3 clusters
  Score: Raw -2384427.292188 + Penalty 3260.246893 = -2381167.045295
  nChanged 14
		SP:Iteration 39Q (9990.990000 sec): 3 clusters
  Score: Raw -2384428.779855 + Penalty 3260.246893 = -2381168.532962
  nChanged 16
		SP:Iteration 40F (9991.050000 sec): 3 clusters
  Score: Raw -2384430.296529 + Penalty 3260.246893 = -2381170.049636
  nChanged 11
		SP:Iteration 41Q (9991.090000 sec): 3 clusters
  Score: Raw -2384431.388194 + Penalty 3260.246893 = -2381171.141301
  nChanged 12
		SP:Iteration 42Q (9991.130000 sec): 3 clusters
  Score: Raw -2384432.488710 + Penalty 3260.246893 = -2381172.241817
  nChanged 11
		SP:Iteration 43Q (9991.170000 sec): 3 clusters
  Score: Raw -2384433.360537 + Penalty 3260.246893 = -2381173.113644
  nChanged 11
		SP:Iteration 44Q (9991.220000 sec): 3 clusters
  Score: Raw -2384434.335161 + Penalty 3260.246893 = -2381174.088268
  nChanged 8
		SP:Iteration 45Q (9991.260000 sec): 3 clusters
  Score: Raw -2384434.982325 + Penalty 3260.246893 = -2381174.735432
  nChanged 4
		SP:Iteration 46Q (9991.310000 sec): 3 clusters
  Score: Raw -2384435.257354 + Penalty 3260.246893 = -2381175.010461
  nChanged 1
		SP:Iteration 47Q (9991.350000 sec): 3 clusters
  Score: Raw -2384435.375245 + Penalty 3260.246893 = -2381175.128352
  nChanged 1
		SP:Iteration 48Q (9991.390000 sec): 3 clusters
  Score: Raw -2384435.488491 + Penalty 3260.246893 = -2381175.241598
  nChanged 1
		SP:Iteration 49Q (9991.430000 sec): 3 clusters
  Score: Raw -2384435.598636 + Penalty 3260.246893 = -2381175.351743
  nChanged 1
		SP:Iteration 50Q (9991.480000 sec): 3 clusters
  Score: Raw -2384435.682198 + Penalty 3260.246893 = -2381175.435304
  nChanged 2
		SP:Iteration 51Q (9991.520000 sec): 3 clusters
  Score: Raw -2384435.793601 + Penalty 3260.246893 = -2381175.546708
  nChanged 3
		SP:Iteration 52Q (9991.570000 sec): 3 clusters
  Score: Raw -2384436.007673 + Penalty 3260.246893 = -2381175.760780
  nChanged 3
		SP:Iteration 53Q (9991.610000 sec): 3 clusters
  Score: Raw -2384436.271990 + Penalty 3260.246893 = -2381176.025096
  nChanged 4
		SP:Iteration 54Q (9991.650000 sec): 3 clusters
  Score: Raw -2384436.534773 + Penalty 3260.246893 = -2381176.287880
  nChanged 1
		SP:Iteration 55Q (9991.700000 sec): 3 clusters
  Score: Raw -2384436.615320 + Penalty 3260.246893 = -2381176.368427
  nChanged 0
		SP:Iteration 56F (9991.750000 sec): 3 clusters
  Score: Raw -2384436.615320 + Penalty 3260.246893 = -2381176.368427
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 34 (1638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9991.760000 sec): 2 clusters
  Score: Raw -155903.661629 + Penalty 1202.700080 = -154700.961549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9991.770000 sec): 3 clusters
  Score: Raw -155227.080161 + Penalty 2405.400161 = -152821.680000
  nChanged 553
		SP:Iteration 1F (9991.770000 sec): 3 clusters
  Score: Raw -155646.570770 + Penalty 2405.400161 = -153241.170609
  nChanged 142
		SP:Iteration 2F (9991.780000 sec): 3 clusters
  Score: Raw -155786.468916 + Penalty 2405.400161 = -153381.068755
  nChanged 79
		SP:Iteration 3Q (9991.780000 sec): 3 clusters
  Score: Raw -155849.967904 + Penalty 2405.400161 = -153444.567743
  nChanged 53
		SP:Iteration 4Q (9991.780000 sec): 3 clusters
  Score: Raw -155895.443585 + Penalty 2405.400161 = -153490.043424
  nChanged 33
		SP:Iteration 5Q (9991.790000 sec): 3 clusters
  Score: Raw -155932.731099 + Penalty 2405.400161 = -153527.330938
  nChanged 30
		SP:Iteration 6Q (9991.790000 sec): 3 clusters
  Score: Raw -155963.275041 + Penalty 2405.400161 = -153557.874880
  nChanged 33
		SP:Iteration 7Q (9991.790000 sec): 3 clusters
  Score: Raw -156004.986918 + Penalty 2405.400161 = -153599.586757
  nChanged 37
		SP:Iteration 8Q (9991.800000 sec): 3 clusters
  Score: Raw -156050.955949 + Penalty 2405.400161 = -153645.555788
  nChanged 35
		SP:Iteration 9Q (9991.800000 sec): 3 clusters
  Score: Raw -156080.739301 + Penalty 2405.400161 = -153675.339140
  nChanged 40
		SP:Iteration 10Q (9991.800000 sec): 3 clusters
  Score: Raw -156120.233689 + Penalty 2405.400161 = -153714.833528
  nChanged 40
		SP:Iteration 11Q (9991.810000 sec): 3 clusters
  Score: Raw -156159.353495 + Penalty 2405.400161 = -153753.953334
  nChanged 44
		SP:Iteration 12Q (9991.810000 sec): 3 clusters
  Score: Raw -156201.998335 + Penalty 2405.400161 = -153796.598174
  nChanged 45
		SP:Iteration 13Q (9991.820000 sec): 3 clusters
  Score: Raw -156249.116887 + Penalty 2405.400161 = -153843.716726
  nChanged 43
		SP:Iteration 14Q (9991.820000 sec): 3 clusters
  Score: Raw -156284.703955 + Penalty 2405.400161 = -153879.303794
  nChanged 29
		SP:Iteration 15Q (9991.820000 sec): 3 clusters
  Score: Raw -156304.602050 + Penalty 2405.400161 = -153899.201889
  nChanged 25
		SP:Iteration 16Q (9991.830000 sec): 3 clusters
  Score: Raw -156323.855257 + Penalty 2405.400161 = -153918.455096
  nChanged 29
		SP:Iteration 17Q (9991.830000 sec): 3 clusters
  Score: Raw -156350.242453 + Penalty 2405.400161 = -153944.842292
  nChanged 26
		SP:Iteration 18Q (9991.830000 sec): 3 clusters
  Score: Raw -156369.737142 + Penalty 2405.400161 = -153964.336981
  nChanged 21
		SP:Iteration 19Q (9991.840000 sec): 3 clusters
  Score: Raw -156385.156644 + Penalty 2405.400161 = -153979.756483
  nChanged 15
		SP:Iteration 20F (9991.840000 sec): 3 clusters
  Score: Raw -156397.820703 + Penalty 2405.400161 = -153992.420542
  nChanged 16
		SP:Iteration 21Q (9991.840000 sec): 3 clusters
  Score: Raw -156411.536222 + Penalty 2405.400161 = -154006.136061
  nChanged 17
		SP:Iteration 22Q (9991.850000 sec): 3 clusters
  Score: Raw -156427.276280 + Penalty 2405.400161 = -154021.876119
  nChanged 17
		SP:Iteration 23Q (9991.850000 sec): 3 clusters
  Score: Raw -156447.441571 + Penalty 2405.400161 = -154042.041410
  nChanged 26
		SP:Iteration 24Q (9991.860000 sec): 3 clusters
  Score: Raw -156479.254950 + Penalty 2405.400161 = -154073.854789
  nChanged 21
		SP:Iteration 25Q (9991.860000 sec): 3 clusters
  Score: Raw -156499.390506 + Penalty 2405.400161 = -154093.990345
  nChanged 19
		SP:Iteration 26Q (9991.860000 sec): 3 clusters
  Score: Raw -156517.893523 + Penalty 2405.400161 = -154112.493362
  nChanged 18
		SP:Iteration 27Q (9991.860000 sec): 3 clusters
  Score: Raw -156534.079677 + Penalty 2405.400161 = -154128.679516
  nChanged 17
		SP:Iteration 28Q (9991.870000 sec): 3 clusters
  Score: Raw -156554.255033 + Penalty 2405.400161 = -154148.854872
  nChanged 20
		SP:Iteration 29Q (9991.870000 sec): 3 clusters
  Score: Raw -156572.192776 + Penalty 2405.400161 = -154166.792615
  nChanged 14
		SP:Iteration 30Q (9991.880000 sec): 3 clusters
  Score: Raw -156590.752740 + Penalty 2405.400161 = -154185.352579
  nChanged 15
		SP:Iteration 31Q (9991.880000 sec): 3 clusters
  Score: Raw -156612.489560 + Penalty 2405.400161 = -154207.089399
  nChanged 18
		SP:Iteration 32Q (9991.880000 sec): 3 clusters
  Score: Raw -156635.543585 + Penalty 2405.400161 = -154230.143424
  nChanged 18
		SP:Iteration 33Q (9991.880000 sec): 3 clusters
  Score: Raw -156655.266381 + Penalty 2405.400161 = -154249.866220
  nChanged 9
		SP:Iteration 34Q (9991.890000 sec): 3 clusters
  Score: Raw -156662.087535 + Penalty 2405.400161 = -154256.687375
  nChanged 10
		SP:Iteration 35Q (9991.890000 sec): 3 clusters
  Score: Raw -156666.022954 + Penalty 2405.400161 = -154260.622793
  nChanged 3
		SP:Iteration 36Q (9991.890000 sec): 3 clusters
  Score: Raw -156668.658282 + Penalty 2405.400161 = -154263.258122
  nChanged 4
		SP:Iteration 37Q (9991.900000 sec): 3 clusters
  Score: Raw -156670.463135 + Penalty 2405.400161 = -154265.062974
  nChanged 1
		SP:Iteration 38Q (9991.900000 sec): 3 clusters
  Score: Raw -156670.658394 + Penalty 2405.400161 = -154265.258233
  nChanged 0
		SP:Iteration 39F (9991.900000 sec): 3 clusters
  Score: Raw -156670.658394 + Penalty 2405.400161 = -154265.258233
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 35 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9991.910000 sec): 2 clusters
  Score: Raw -142095.319737 + Penalty 1196.635944 = -140898.683793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9991.910000 sec): 3 clusters
  Score: Raw -141452.533870 + Penalty 2393.271888 = -139059.261982
  nChanged 549
		SP:Iteration 1F (9991.920000 sec): 3 clusters
  Score: Raw -141921.682257 + Penalty 2393.271888 = -139528.410369
  nChanged 145
		SP:Iteration 2F (9991.920000 sec): 3 clusters
  Score: Raw -142090.255090 + Penalty 2393.271888 = -139696.983202
  nChanged 95
		SP:Iteration 3F (9991.920000 sec): 3 clusters
  Score: Raw -142211.589821 + Penalty 2393.271888 = -139818.317933
  nChanged 82
		SP:Iteration 4F (9991.930000 sec): 3 clusters
  Score: Raw -142308.926424 + Penalty 2393.271888 = -139915.654536
  nChanged 68
		SP:Iteration 5Q (9991.930000 sec): 3 clusters
  Score: Raw -142389.355777 + Penalty 2393.271888 = -139996.083889
  nChanged 57
		SP:Iteration 6Q (9991.940000 sec): 3 clusters
  Score: Raw -142456.147373 + Penalty 2393.271888 = -140062.875485
  nChanged 66
		SP:Iteration 7Q (9991.940000 sec): 3 clusters
  Score: Raw -142527.221101 + Penalty 2393.271888 = -140133.949214
  nChanged 43
		SP:Iteration 8Q (9991.940000 sec): 3 clusters
  Score: Raw -142564.758822 + Penalty 2393.271888 = -140171.486934
  nChanged 41
		SP:Iteration 9Q (9991.940000 sec): 3 clusters
  Score: Raw -142595.735836 + Penalty 2393.271888 = -140202.463948
  nChanged 30
		SP:Iteration 10Q (9991.950000 sec): 3 clusters
  Score: Raw -142624.409857 + Penalty 2393.271888 = -140231.137969
  nChanged 21
		SP:Iteration 11Q (9991.950000 sec): 3 clusters
  Score: Raw -142641.143300 + Penalty 2393.271888 = -140247.871412
  nChanged 9
		SP:Iteration 12Q (9991.960000 sec): 3 clusters
  Score: Raw -142648.844166 + Penalty 2393.271888 = -140255.572278
  nChanged 13
		SP:Iteration 13Q (9991.960000 sec): 3 clusters
  Score: Raw -142661.540852 + Penalty 2393.271888 = -140268.268964
  nChanged 10
		SP:Iteration 14Q (9991.960000 sec): 3 clusters
  Score: Raw -142668.373388 + Penalty 2393.271888 = -140275.101500
  nChanged 12
		SP:Iteration 15Q (9991.960000 sec): 3 clusters
  Score: Raw -142680.096787 + Penalty 2393.271888 = -140286.824899
  nChanged 6
		SP:Iteration 16Q (9991.970000 sec): 3 clusters
  Score: Raw -142684.192407 + Penalty 2393.271888 = -140290.920519
  nChanged 4
		SP:Iteration 17Q (9991.970000 sec): 3 clusters
  Score: Raw -142686.668475 + Penalty 2393.271888 = -140293.396587
  nChanged 3
		SP:Iteration 18Q (9991.980000 sec): 3 clusters
  Score: Raw -142688.873572 + Penalty 2393.271888 = -140295.601685
  nChanged 6
		SP:Iteration 19Q (9991.980000 sec): 3 clusters
  Score: Raw -142692.811250 + Penalty 2393.271888 = -140299.539362
  nChanged 1
		SP:Iteration 20F (9991.980000 sec): 3 clusters
  Score: Raw -142693.625082 + Penalty 2393.271888 = -140300.353194
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 36 (4480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9992.000000 sec): 2 clusters
  Score: Raw -437043.032337 + Penalty 1366.198978 = -435676.833359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9992.000000 sec): 3 clusters
  Score: Raw -434790.563653 + Penalty 2732.397956 = -432058.165698
  nChanged 1789
		SP:Iteration 1F (9992.020000 sec): 3 clusters
  Score: Raw -435811.747958 + Penalty 2732.397956 = -433079.350002
  nChanged 330
		SP:Iteration 2F (9992.030000 sec): 3 clusters
  Score: Raw -435999.201691 + Penalty 2732.397956 = -433266.803735
  nChanged 250
		SP:Iteration 3F (9992.040000 sec): 3 clusters
  Score: Raw -436163.150451 + Penalty 2732.397956 = -433430.752495
  nChanged 229
		SP:Iteration 4F (9992.050000 sec): 3 clusters
  Score: Raw -436310.561794 + Penalty 2732.397956 = -433578.163838
  nChanged 212
		SP:Iteration 5Q (9992.060000 sec): 3 clusters
  Score: Raw -436442.125466 + Penalty 2732.397956 = -433709.727510
  nChanged 197
		SP:Iteration 6Q (9992.070000 sec): 3 clusters
  Score: Raw -436567.423283 + Penalty 2732.397956 = -433835.025327
  nChanged 182
		SP:Iteration 7Q (9992.080000 sec): 3 clusters
  Score: Raw -436671.298560 + Penalty 2732.397956 = -433938.900604
  nChanged 162
		SP:Iteration 8Q (9992.090000 sec): 3 clusters
  Score: Raw -436770.626139 + Penalty 2732.397956 = -434038.228183
  nChanged 160
		SP:Iteration 9Q (9992.100000 sec): 3 clusters
  Score: Raw -436866.182331 + Penalty 2732.397956 = -434133.784375
  nChanged 131
		SP:Iteration 10Q (9992.110000 sec): 3 clusters
  Score: Raw -436938.808629 + Penalty 2732.397956 = -434206.410673
  nChanged 96
		SP:Iteration 11Q (9992.120000 sec): 3 clusters
  Score: Raw -436989.550543 + Penalty 2732.397956 = -434257.152587
  nChanged 86
		SP:Iteration 12Q (9992.130000 sec): 3 clusters
  Score: Raw -437030.742253 + Penalty 2732.397956 = -434298.344297
  nChanged 67
		SP:Iteration 13Q (9992.140000 sec): 3 clusters
  Score: Raw -437060.786192 + Penalty 2732.397956 = -434328.388236
  nChanged 54
		SP:Iteration 14Q (9992.150000 sec): 3 clusters
  Score: Raw -437084.756711 + Penalty 2732.397956 = -434352.358755
  nChanged 47
		SP:Iteration 15Q (9992.160000 sec): 3 clusters
  Score: Raw -437108.013432 + Penalty 2732.397956 = -434375.615476
  nChanged 44
		SP:Iteration 16Q (9992.170000 sec): 3 clusters
  Score: Raw -437129.451535 + Penalty 2732.397956 = -434397.053579
  nChanged 47
		SP:Iteration 17Q (9992.180000 sec): 3 clusters
  Score: Raw -437151.441419 + Penalty 2732.397956 = -434419.043464
  nChanged 38
		SP:Iteration 18Q (9992.190000 sec): 3 clusters
  Score: Raw -437168.552851 + Penalty 2732.397956 = -434436.154896
  nChanged 43
		SP:Iteration 19Q (9992.200000 sec): 3 clusters
  Score: Raw -437188.948325 + Penalty 2732.397956 = -434456.550369
  nChanged 44
		SP:Iteration 20F (9992.210000 sec): 3 clusters
  Score: Raw -437212.027073 + Penalty 2732.397956 = -434479.629118
  nChanged 37
		SP:Iteration 21Q (9992.220000 sec): 3 clusters
  Score: Raw -437226.571518 + Penalty 2732.397956 = -434494.173562
  nChanged 27
		SP:Iteration 22Q (9992.230000 sec): 3 clusters
  Score: Raw -437236.675590 + Penalty 2732.397956 = -434504.277634
  nChanged 22
		SP:Iteration 23Q (9992.240000 sec): 3 clusters
  Score: Raw -437245.922360 + Penalty 2732.397956 = -434513.524404
  nChanged 19
		SP:Iteration 24Q (9992.250000 sec): 3 clusters
  Score: Raw -437254.208968 + Penalty 2732.397956 = -434521.811012
  nChanged 19
		SP:Iteration 25Q (9992.260000 sec): 3 clusters
  Score: Raw -437263.224209 + Penalty 2732.397956 = -434530.826254
  nChanged 22
		SP:Iteration 26Q (9992.270000 sec): 3 clusters
  Score: Raw -437274.272164 + Penalty 2732.397956 = -434541.874208
  nChanged 14
		SP:Iteration 27Q (9992.280000 sec): 3 clusters
  Score: Raw -437280.066339 + Penalty 2732.397956 = -434547.668383
  nChanged 9
		SP:Iteration 28Q (9992.290000 sec): 3 clusters
  Score: Raw -437285.655518 + Penalty 2732.397956 = -434553.257563
  nChanged 10
		SP:Iteration 29Q (9992.300000 sec): 3 clusters
  Score: Raw -437289.836234 + Penalty 2732.397956 = -434557.438278
  nChanged 9
		SP:Iteration 30Q (9992.310000 sec): 3 clusters
  Score: Raw -437294.305769 + Penalty 2732.397956 = -434561.907814
  nChanged 12
		SP:Iteration 31Q (9992.320000 sec): 3 clusters
  Score: Raw -437300.462994 + Penalty 2732.397956 = -434568.065038
  nChanged 10
		SP:Iteration 32Q (9992.330000 sec): 3 clusters
  Score: Raw -437305.420880 + Penalty 2732.397956 = -434573.022924
  nChanged 11
		SP:Iteration 33Q (9992.340000 sec): 3 clusters
  Score: Raw -437310.588830 + Penalty 2732.397956 = -434578.190874
  nChanged 10
		SP:Iteration 34Q (9992.350000 sec): 3 clusters
  Score: Raw -437315.317834 + Penalty 2732.397956 = -434582.919878
  nChanged 9
		SP:Iteration 35Q (9992.360000 sec): 3 clusters
  Score: Raw -437319.263509 + Penalty 2732.397956 = -434586.865554
  nChanged 13
		SP:Iteration 36Q (9992.370000 sec): 3 clusters
  Score: Raw -437326.403476 + Penalty 2732.397956 = -434594.005521
  nChanged 11
		SP:Iteration 37Q (9992.380000 sec): 3 clusters
  Score: Raw -437331.911984 + Penalty 2732.397956 = -434599.514029
  nChanged 7
		SP:Iteration 38Q (9992.390000 sec): 3 clusters
  Score: Raw -437335.285587 + Penalty 2732.397956 = -434602.887631
  nChanged 3
		SP:Iteration 39Q (9992.400000 sec): 3 clusters
  Score: Raw -437336.952415 + Penalty 2732.397956 = -434604.554459
  nChanged 4
		SP:Iteration 40F (9992.410000 sec): 3 clusters
  Score: Raw -437338.679819 + Penalty 2732.397956 = -434606.281863
  nChanged 2
		SP:Iteration 41Q (9992.420000 sec): 3 clusters
  Score: Raw -437339.254381 + Penalty 2732.397956 = -434606.856425
  nChanged 3
		SP:Iteration 42Q (9992.430000 sec): 3 clusters
  Score: Raw -437341.338482 + Penalty 2732.397956 = -434608.940526
  nChanged 2
		SP:Iteration 43Q (9992.440000 sec): 3 clusters
  Score: Raw -437343.122557 + Penalty 2732.397956 = -434610.724601
  nChanged 3
		SP:Iteration 44Q (9992.450000 sec): 3 clusters
  Score: Raw -437344.265129 + Penalty 2732.397956 = -434611.867174
  nChanged 2
		SP:Iteration 45Q (9992.460000 sec): 3 clusters
  Score: Raw -437345.372490 + Penalty 2732.397956 = -434612.974534
  nChanged 0
		SP:Iteration 46F (9992.470000 sec): 3 clusters
  Score: Raw -437345.372490 + Penalty 2732.397956 = -434612.974534
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 37 (13083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9992.500000 sec): 2 clusters
  Score: Raw -1329916.069829 + Penalty 1540.348705 = -1328375.721123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9992.530000 sec): 3 clusters
  Score: Raw -1322318.683480 + Penalty 3080.697411 = -1319237.986069
  nChanged 5756
		SP:Iteration 1F (9992.560000 sec): 3 clusters
  Score: Raw -1325449.301247 + Penalty 3080.697411 = -1322368.603837
  nChanged 901
		SP:Iteration 2F (9992.590000 sec): 3 clusters
  Score: Raw -1325974.743331 + Penalty 3080.697411 = -1322894.045920
  nChanged 909
		SP:Iteration 3F (9992.620000 sec): 3 clusters
  Score: Raw -1326540.341689 + Penalty 3080.697411 = -1323459.644278
  nChanged 958
		SP:Iteration 4F (9992.650000 sec): 3 clusters
  Score: Raw -1327190.768336 + Penalty 3080.697411 = -1324110.070926
  nChanged 947
		SP:Iteration 5F (9992.680000 sec): 3 clusters
  Score: Raw -1327827.215091 + Penalty 3080.697411 = -1324746.517680
  nChanged 781
		SP:Iteration 6F (9992.710000 sec): 3 clusters
  Score: Raw -1328313.292236 + Penalty 3080.697411 = -1325232.594825
  nChanged 638
		SP:Iteration 7Q (9992.740000 sec): 3 clusters
  Score: Raw -1328668.717631 + Penalty 3080.697411 = -1325588.020220
  nChanged 490
		SP:Iteration 8Q (9992.770000 sec): 3 clusters
  Score: Raw -1328919.257766 + Penalty 3080.697411 = -1325838.560355
  nChanged 376
		SP:Iteration 9Q (9992.800000 sec): 3 clusters
  Score: Raw -1329077.556185 + Penalty 3080.697411 = -1325996.858774
  nChanged 280
		SP:Iteration 10Q (9992.830000 sec): 3 clusters
  Score: Raw -1329181.280154 + Penalty 3080.697411 = -1326100.582743
  nChanged 218
		SP:Iteration 11Q (9992.860000 sec): 3 clusters
  Score: Raw -1329264.816872 + Penalty 3080.697411 = -1326184.119461
  nChanged 208
		SP:Iteration 12Q (9992.890000 sec): 3 clusters
  Score: Raw -1329342.514187 + Penalty 3080.697411 = -1326261.816776
  nChanged 195
		SP:Iteration 13Q (9992.920000 sec): 3 clusters
  Score: Raw -1329417.669238 + Penalty 3080.697411 = -1326336.971827
  nChanged 167
		SP:Iteration 14Q (9992.950000 sec): 3 clusters
  Score: Raw -1329494.940027 + Penalty 3080.697411 = -1326414.242616
  nChanged 169
		SP:Iteration 15Q (9992.980000 sec): 3 clusters
  Score: Raw -1329575.596814 + Penalty 3080.697411 = -1326494.899403
  nChanged 146
		SP:Iteration 16Q (9993.010000 sec): 3 clusters
  Score: Raw -1329648.553541 + Penalty 3080.697411 = -1326567.856130
  nChanged 132
		SP:Iteration 17Q (9993.040000 sec): 3 clusters
  Score: Raw -1329714.231080 + Penalty 3080.697411 = -1326633.533669
  nChanged 118
		SP:Iteration 18Q (9993.070000 sec): 3 clusters
  Score: Raw -1329778.678868 + Penalty 3080.697411 = -1326697.981457
  nChanged 131
		SP:Iteration 19Q (9993.100000 sec): 3 clusters
  Score: Raw -1329854.975452 + Penalty 3080.697411 = -1326774.278041
  nChanged 121
		SP:Iteration 20F (9993.130000 sec): 3 clusters
  Score: Raw -1329926.214179 + Penalty 3080.697411 = -1326845.516768
  nChanged 119
		SP:Iteration 21Q (9993.150000 sec): 3 clusters
  Score: Raw -1329996.100599 + Penalty 3080.697411 = -1326915.403188
  nChanged 100
		SP:Iteration 22Q (9993.180000 sec): 3 clusters
  Score: Raw -1330057.468973 + Penalty 3080.697411 = -1326976.771562
  nChanged 69
		SP:Iteration 23Q (9993.210000 sec): 3 clusters
  Score: Raw -1330104.108669 + Penalty 3080.697411 = -1327023.411258
  nChanged 57
		SP:Iteration 24Q (9993.230000 sec): 3 clusters
  Score: Raw -1330147.359332 + Penalty 3080.697411 = -1327066.661921
  nChanged 51
		SP:Iteration 25Q (9993.260000 sec): 3 clusters
  Score: Raw -1330188.451871 + Penalty 3080.697411 = -1327107.754460
  nChanged 55
		SP:Iteration 26Q (9993.280000 sec): 3 clusters
  Score: Raw -1330226.491751 + Penalty 3080.697411 = -1327145.794340
  nChanged 52
		SP:Iteration 27Q (9993.310000 sec): 3 clusters
  Score: Raw -1330263.977475 + Penalty 3080.697411 = -1327183.280064
  nChanged 42
		SP:Iteration 28Q (9993.330000 sec): 3 clusters
  Score: Raw -1330296.162871 + Penalty 3080.697411 = -1327215.465460
  nChanged 33
		SP:Iteration 29Q (9993.350000 sec): 3 clusters
  Score: Raw -1330320.973913 + Penalty 3080.697411 = -1327240.276502
  nChanged 36
		SP:Iteration 30Q (9993.380000 sec): 3 clusters
  Score: Raw -1330345.926881 + Penalty 3080.697411 = -1327265.229470
  nChanged 37
		SP:Iteration 31Q (9993.400000 sec): 3 clusters
  Score: Raw -1330372.893090 + Penalty 3080.697411 = -1327292.195679
  nChanged 32
		SP:Iteration 32Q (9993.420000 sec): 3 clusters
  Score: Raw -1330393.296896 + Penalty 3080.697411 = -1327312.599485
  nChanged 23
		SP:Iteration 33Q (9993.450000 sec): 3 clusters
  Score: Raw -1330407.612109 + Penalty 3080.697411 = -1327326.914698
  nChanged 26
		SP:Iteration 34Q (9993.470000 sec): 3 clusters
  Score: Raw -1330422.747188 + Penalty 3080.697411 = -1327342.049777
  nChanged 22
		SP:Iteration 35Q (9993.490000 sec): 3 clusters
  Score: Raw -1330437.338350 + Penalty 3080.697411 = -1327356.640940
  nChanged 21
		SP:Iteration 36Q (9993.510000 sec): 3 clusters
  Score: Raw -1330450.162646 + Penalty 3080.697411 = -1327369.465236
  nChanged 20
		SP:Iteration 37Q (9993.530000 sec): 3 clusters
  Score: Raw -1330458.001149 + Penalty 3080.697411 = -1327377.303738
  nChanged 15
		SP:Iteration 38Q (9993.550000 sec): 3 clusters
  Score: Raw -1330463.121762 + Penalty 3080.697411 = -1327382.424351
  nChanged 9
		SP:Iteration 39Q (9993.580000 sec): 3 clusters
  Score: Raw -1330467.230144 + Penalty 3080.697411 = -1327386.532733
  nChanged 8
		SP:Iteration 40F (9993.610000 sec): 3 clusters
  Score: Raw -1330472.572205 + Penalty 3080.697411 = -1327391.874794
  nChanged 8
		SP:Iteration 41Q (9993.630000 sec): 3 clusters
  Score: Raw -1330475.891371 + Penalty 3080.697411 = -1327395.193960
  nChanged 4
		SP:Iteration 42Q (9993.650000 sec): 3 clusters
  Score: Raw -1330478.865372 + Penalty 3080.697411 = -1327398.167961
  nChanged 7
		SP:Iteration 43Q (9993.670000 sec): 3 clusters
  Score: Raw -1330483.182627 + Penalty 3080.697411 = -1327402.485216
  nChanged 10
		SP:Iteration 44Q (9993.690000 sec): 3 clusters
  Score: Raw -1330489.125126 + Penalty 3080.697411 = -1327408.427715
  nChanged 7
		SP:Iteration 45Q (9993.710000 sec): 3 clusters
  Score: Raw -1330492.707312 + Penalty 3080.697411 = -1327412.009901
  nChanged 6
		SP:Iteration 46Q (9993.730000 sec): 3 clusters
  Score: Raw -1330496.161275 + Penalty 3080.697411 = -1327415.463864
  nChanged 4
		SP:Iteration 47Q (9993.760000 sec): 3 clusters
  Score: Raw -1330497.602139 + Penalty 3080.697411 = -1327416.904728
  nChanged 5
		SP:Iteration 48Q (9993.780000 sec): 3 clusters
  Score: Raw -1330499.798361 + Penalty 3080.697411 = -1327419.100950
  nChanged 4
		SP:Iteration 49Q (9993.800000 sec): 3 clusters
  Score: Raw -1330501.881906 + Penalty 3080.697411 = -1327421.184495
  nChanged 4
		SP:Iteration 50Q (9993.820000 sec): 3 clusters
  Score: Raw -1330503.464490 + Penalty 3080.697411 = -1327422.767079
  nChanged 2
		SP:Iteration 51Q (9993.840000 sec): 3 clusters
  Score: Raw -1330504.368722 + Penalty 3080.697411 = -1327423.671311
  nChanged 2
		SP:Iteration 52Q (9993.860000 sec): 3 clusters
  Score: Raw -1330504.756576 + Penalty 3080.697411 = -1327424.059165
  nChanged 1
		SP:Iteration 53Q (9993.890000 sec): 3 clusters
  Score: Raw -1330505.339397 + Penalty 3080.697411 = -1327424.641986
  nChanged 1
		SP:Iteration 54Q (9993.910000 sec): 3 clusters
  Score: Raw -1330506.081116 + Penalty 3080.697411 = -1327425.383705
  nChanged 0
		SP:Iteration 55F (9993.940000 sec): 3 clusters
  Score: Raw -1330506.081116 + Penalty 3080.697411 = -1327425.383705
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 38 (3721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9993.950000 sec): 2 clusters
  Score: Raw -336054.287279 + Penalty 1336.034006 = -334718.253273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9993.960000 sec): 3 clusters
  Score: Raw -334209.091854 + Penalty 2672.068012 = -331537.023842
  nChanged 1429
		SP:Iteration 1F (9993.970000 sec): 3 clusters
  Score: Raw -335012.961466 + Penalty 2672.068012 = -332340.893454
  nChanged 299
		SP:Iteration 2F (9993.980000 sec): 3 clusters
  Score: Raw -335197.295913 + Penalty 2672.068012 = -332525.227901
  nChanged 215
		SP:Iteration 3F (9993.990000 sec): 3 clusters
  Score: Raw -335340.860036 + Penalty 2672.068012 = -332668.792024
  nChanged 193
		SP:Iteration 4F (9993.990000 sec): 3 clusters
  Score: Raw -335485.960250 + Penalty 2672.068012 = -332813.892239
  nChanged 178
		SP:Iteration 5Q (9994.000000 sec): 3 clusters
  Score: Raw -335620.246869 + Penalty 2672.068012 = -332948.178858
  nChanged 169
		SP:Iteration 6Q (9994.010000 sec): 3 clusters
  Score: Raw -335731.672558 + Penalty 2672.068012 = -333059.604546
  nChanged 138
		SP:Iteration 7Q (9994.020000 sec): 3 clusters
  Score: Raw -335820.709571 + Penalty 2672.068012 = -333148.641559
  nChanged 123
		SP:Iteration 8Q (9994.030000 sec): 3 clusters
  Score: Raw -335891.378530 + Penalty 2672.068012 = -333219.310518
  nChanged 113
		SP:Iteration 9Q (9994.030000 sec): 3 clusters
  Score: Raw -335960.896824 + Penalty 2672.068012 = -333288.828813
  nChanged 93
		SP:Iteration 10Q (9994.050000 sec): 3 clusters
  Score: Raw -336027.676060 + Penalty 2672.068012 = -333355.608048
  nChanged 99
		SP:Iteration 11Q (9994.050000 sec): 3 clusters
  Score: Raw -336090.741047 + Penalty 2672.068012 = -333418.673035
  nChanged 80
		SP:Iteration 12Q (9994.060000 sec): 3 clusters
  Score: Raw -336138.307011 + Penalty 2672.068012 = -333466.238999
  nChanged 76
		SP:Iteration 13Q (9994.070000 sec): 3 clusters
  Score: Raw -336175.740114 + Penalty 2672.068012 = -333503.672102
  nChanged 61
		SP:Iteration 14Q (9994.080000 sec): 3 clusters
  Score: Raw -336204.783917 + Penalty 2672.068012 = -333532.715906
  nChanged 50
		SP:Iteration 15Q (9994.090000 sec): 3 clusters
  Score: Raw -336228.781822 + Penalty 2672.068012 = -333556.713810
  nChanged 42
		SP:Iteration 16Q (9994.090000 sec): 3 clusters
  Score: Raw -336257.064168 + Penalty 2672.068012 = -333584.996156
  nChanged 50
		SP:Iteration 17Q (9994.100000 sec): 3 clusters
  Score: Raw -336289.634116 + Penalty 2672.068012 = -333617.566105
  nChanged 50
		SP:Iteration 18Q (9994.110000 sec): 3 clusters
  Score: Raw -336319.030483 + Penalty 2672.068012 = -333646.962472
  nChanged 45
		SP:Iteration 19Q (9994.120000 sec): 3 clusters
  Score: Raw -336337.238721 + Penalty 2672.068012 = -333665.170710
  nChanged 30
		SP:Iteration 20F (9994.130000 sec): 3 clusters
  Score: Raw -336350.490288 + Penalty 2672.068012 = -333678.422276
  nChanged 21
		SP:Iteration 21Q (9994.130000 sec): 3 clusters
  Score: Raw -336358.256157 + Penalty 2672.068012 = -333686.188145
  nChanged 14
		SP:Iteration 22Q (9994.140000 sec): 3 clusters
  Score: Raw -336364.456523 + Penalty 2672.068012 = -333692.388512
  nChanged 15
		SP:Iteration 23Q (9994.150000 sec): 3 clusters
  Score: Raw -336370.906913 + Penalty 2672.068012 = -333698.838901
  nChanged 12
		SP:Iteration 24Q (9994.160000 sec): 3 clusters
  Score: Raw -336375.363935 + Penalty 2672.068012 = -333703.295923
  nChanged 16
		SP:Iteration 25Q (9994.170000 sec): 3 clusters
  Score: Raw -336379.853281 + Penalty 2672.068012 = -333707.785269
  nChanged 13
		SP:Iteration 26Q (9994.170000 sec): 3 clusters
  Score: Raw -336384.631683 + Penalty 2672.068012 = -333712.563671
  nChanged 9
		SP:Iteration 27Q (9994.180000 sec): 3 clusters
  Score: Raw -336386.511412 + Penalty 2672.068012 = -333714.443400
  nChanged 4
		SP:Iteration 28Q (9994.190000 sec): 3 clusters
  Score: Raw -336387.763348 + Penalty 2672.068012 = -333715.695336
  nChanged 3
		SP:Iteration 29Q (9994.200000 sec): 3 clusters
  Score: Raw -336388.522152 + Penalty 2672.068012 = -333716.454140
  nChanged 3
		SP:Iteration 30Q (9994.210000 sec): 3 clusters
  Score: Raw -336389.083506 + Penalty 2672.068012 = -333717.015495
  nChanged 2
		SP:Iteration 31Q (9994.220000 sec): 3 clusters
  Score: Raw -336389.583561 + Penalty 2672.068012 = -333717.515549
  nChanged 2
		SP:Iteration 32Q (9994.230000 sec): 3 clusters
  Score: Raw -336390.666599 + Penalty 2672.068012 = -333718.598587
  nChanged 2
		SP:Iteration 33Q (9994.230000 sec): 3 clusters
  Score: Raw -336391.114798 + Penalty 2672.068012 = -333719.046787
  nChanged 3
		SP:Iteration 34Q (9994.240000 sec): 3 clusters
  Score: Raw -336392.268469 + Penalty 2672.068012 = -333720.200458
  nChanged 2
		SP:Iteration 35Q (9994.250000 sec): 3 clusters
  Score: Raw -336393.017092 + Penalty 2672.068012 = -333720.949081
  nChanged 2
		SP:Iteration 36Q (9994.260000 sec): 3 clusters
  Score: Raw -336394.033279 + Penalty 2672.068012 = -333721.965268
  nChanged 3
		SP:Iteration 37Q (9994.270000 sec): 3 clusters
  Score: Raw -336394.994466 + Penalty 2672.068012 = -333722.926454
  nChanged 5
		SP:Iteration 38Q (9994.270000 sec): 3 clusters
  Score: Raw -336395.845282 + Penalty 2672.068012 = -333723.777270
  nChanged 5
		SP:Iteration 39Q (9994.280000 sec): 3 clusters
  Score: Raw -336397.424023 + Penalty 2672.068012 = -333725.356011
  nChanged 7
		SP:Iteration 40F (9994.290000 sec): 3 clusters
  Score: Raw -336399.237977 + Penalty 2672.068012 = -333727.169965
  nChanged 8
		SP:Iteration 41Q (9994.300000 sec): 3 clusters
  Score: Raw -336401.939140 + Penalty 2672.068012 = -333729.871128
  nChanged 5
		SP:Iteration 42Q (9994.310000 sec): 3 clusters
  Score: Raw -336403.921711 + Penalty 2672.068012 = -333731.853699
  nChanged 5
		SP:Iteration 43Q (9994.310000 sec): 3 clusters
  Score: Raw -336405.598382 + Penalty 2672.068012 = -333733.530370
  nChanged 3
		SP:Iteration 44Q (9994.320000 sec): 3 clusters
  Score: Raw -336406.166380 + Penalty 2672.068012 = -333734.098368
  nChanged 1
		SP:Iteration 45Q (9994.330000 sec): 3 clusters
  Score: Raw -336406.310102 + Penalty 2672.068012 = -333734.242090
  nChanged 0
		SP:Iteration 46F (9994.340000 sec): 3 clusters
  Score: Raw -336406.310102 + Penalty 2672.068012 = -333734.242090
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 39 (779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9994.340000 sec): 2 clusters
  Score: Raw -75700.998614 + Penalty 1081.926795 = -74619.071819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9994.350000 sec): 3 clusters
  Score: Raw -75477.757114 + Penalty 2163.853590 = -73313.903524
  nChanged 208
		SP:Iteration 1F (9994.350000 sec): 3 clusters
  Score: Raw -75687.150497 + Penalty 2163.853590 = -73523.296907
  nChanged 48
		SP:Iteration 2F (9994.350000 sec): 3 clusters
  Score: Raw -75753.904526 + Penalty 2163.853590 = -73590.050936
  nChanged 29
		SP:Iteration 3Q (9994.350000 sec): 3 clusters
  Score: Raw -75794.202859 + Penalty 2163.853590 = -73630.349269
  nChanged 17
		SP:Iteration 4Q (9994.350000 sec): 3 clusters
  Score: Raw -75813.121107 + Penalty 2163.853590 = -73649.267517
  nChanged 15
		SP:Iteration 5Q (9994.350000 sec): 3 clusters
  Score: Raw -75831.129636 + Penalty 2163.853590 = -73667.276046
  nChanged 10
		SP:Iteration 6Q (9994.350000 sec): 3 clusters
  Score: Raw -75842.402002 + Penalty 2163.853590 = -73678.548412
  nChanged 10
		SP:Iteration 7Q (9994.360000 sec): 3 clusters
  Score: Raw -75856.876022 + Penalty 2163.853590 = -73693.022432
  nChanged 9
		SP:Iteration 8Q (9994.360000 sec): 3 clusters
  Score: Raw -75863.829216 + Penalty 2163.853590 = -73699.975626
  nChanged 2
		SP:Iteration 9Q (9994.360000 sec): 3 clusters
  Score: Raw -75866.644939 + Penalty 2163.853590 = -73702.791349
  nChanged 1
		SP:Iteration 10Q (9994.360000 sec): 3 clusters
  Score: Raw -75867.535653 + Penalty 2163.853590 = -73703.682063
  nChanged 1
		SP:Iteration 11Q (9994.370000 sec): 3 clusters
  Score: Raw -75868.463666 + Penalty 2163.853590 = -73704.610076
  nChanged 1
		SP:Iteration 12Q (9994.370000 sec): 3 clusters
  Score: Raw -75869.509292 + Penalty 2163.853590 = -73705.655702
  nChanged 1
		SP:Iteration 13Q (9994.370000 sec): 3 clusters
  Score: Raw -75869.769051 + Penalty 2163.853590 = -73705.915461
  nChanged 2
		SP:Iteration 14Q (9994.370000 sec): 3 clusters
  Score: Raw -75871.067941 + Penalty 2163.853590 = -73707.214351
  nChanged 4
		SP:Iteration 15Q (9994.370000 sec): 3 clusters
  Score: Raw -75874.546427 + Penalty 2163.853590 = -73710.692837
  nChanged 2
		SP:Iteration 16Q (9994.370000 sec): 3 clusters
  Score: Raw -75876.882282 + Penalty 2163.853590 = -73713.028693
  nChanged 0
		SP:Iteration 17F (9994.370000 sec): 3 clusters
  Score: Raw -75876.882282 + Penalty 2163.853590 = -73713.028693
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 40 (4027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9994.390000 sec): 2 clusters
  Score: Raw -412621.532345 + Penalty 1348.876256 = -411272.656088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9994.400000 sec): 3 clusters
  Score: Raw -410584.682799 + Penalty 2697.752512 = -407886.930287
  nChanged 1578
		SP:Iteration 1F (9994.410000 sec): 3 clusters
  Score: Raw -411455.959694 + Penalty 2697.752512 = -408758.207182
  nChanged 286
		SP:Iteration 2F (9994.410000 sec): 3 clusters
  Score: Raw -411617.905806 + Penalty 2697.752512 = -408920.153294
  nChanged 187
		SP:Iteration 3Q (9994.430000 sec): 3 clusters
  Score: Raw -411722.985449 + Penalty 2697.752512 = -409025.232936
  nChanged 141
		SP:Iteration 4Q (9994.430000 sec): 3 clusters
  Score: Raw -411794.887068 + Penalty 2697.752512 = -409097.134555
  nChanged 123
		SP:Iteration 5Q (9994.440000 sec): 3 clusters
  Score: Raw -411868.718743 + Penalty 2697.752512 = -409170.966231
  nChanged 126
		SP:Iteration 6Q (9994.450000 sec): 3 clusters
  Score: Raw -411939.217999 + Penalty 2697.752512 = -409241.465487
  nChanged 110
		SP:Iteration 7Q (9994.460000 sec): 3 clusters
  Score: Raw -411992.000429 + Penalty 2697.752512 = -409294.247916
  nChanged 103
		SP:Iteration 8Q (9994.470000 sec): 3 clusters
  Score: Raw -412039.642037 + Penalty 2697.752512 = -409341.889525
  nChanged 83
		SP:Iteration 9Q (9994.480000 sec): 3 clusters
  Score: Raw -412076.319487 + Penalty 2697.752512 = -409378.566975
  nChanged 81
		SP:Iteration 10Q (9994.490000 sec): 3 clusters
  Score: Raw -412120.586752 + Penalty 2697.752512 = -409422.834239
  nChanged 101
		SP:Iteration 11Q (9994.500000 sec): 3 clusters
  Score: Raw -412185.485032 + Penalty 2697.752512 = -409487.732520
  nChanged 113
		SP:Iteration 12Q (9994.510000 sec): 3 clusters
  Score: Raw -412242.731976 + Penalty 2697.752512 = -409544.979464
  nChanged 112
		SP:Iteration 13Q (9994.520000 sec): 3 clusters
  Score: Raw -412300.632691 + Penalty 2697.752512 = -409602.880179
  nChanged 107
		SP:Iteration 14Q (9994.530000 sec): 3 clusters
  Score: Raw -412358.400031 + Penalty 2697.752512 = -409660.647518
  nChanged 102
		SP:Iteration 15Q (9994.530000 sec): 3 clusters
  Score: Raw -412413.794300 + Penalty 2697.752512 = -409716.041788
  nChanged 84
		SP:Iteration 16Q (9994.550000 sec): 3 clusters
  Score: Raw -412455.468581 + Penalty 2697.752512 = -409757.716069
  nChanged 76
		SP:Iteration 17Q (9994.550000 sec): 3 clusters
  Score: Raw -412493.969242 + Penalty 2697.752512 = -409796.216730
  nChanged 71
		SP:Iteration 18Q (9994.560000 sec): 3 clusters
  Score: Raw -412535.234760 + Penalty 2697.752512 = -409837.482248
  nChanged 76
		SP:Iteration 19Q (9994.570000 sec): 3 clusters
  Score: Raw -412567.390753 + Penalty 2697.752512 = -409869.638241
  nChanged 53
		SP:Iteration 20F (9994.580000 sec): 3 clusters
  Score: Raw -412589.704846 + Penalty 2697.752512 = -409891.952334
  nChanged 35
		SP:Iteration 21Q (9994.590000 sec): 3 clusters
  Score: Raw -412607.469754 + Penalty 2697.752512 = -409909.717241
  nChanged 52
		SP:Iteration 22Q (9994.600000 sec): 3 clusters
  Score: Raw -412633.044059 + Penalty 2697.752512 = -409935.291547
  nChanged 40
		SP:Iteration 23Q (9994.610000 sec): 3 clusters
  Score: Raw -412648.531307 + Penalty 2697.752512 = -409950.778795
  nChanged 40
		SP:Iteration 24Q (9994.620000 sec): 3 clusters
  Score: Raw -412665.001739 + Penalty 2697.752512 = -409967.249227
  nChanged 34
		SP:Iteration 25Q (9994.630000 sec): 3 clusters
  Score: Raw -412679.471565 + Penalty 2697.752512 = -409981.719053
  nChanged 28
		SP:Iteration 26Q (9994.630000 sec): 3 clusters
  Score: Raw -412691.339774 + Penalty 2697.752512 = -409993.587261
  nChanged 30
		SP:Iteration 27Q (9994.640000 sec): 3 clusters
  Score: Raw -412703.137354 + Penalty 2697.752512 = -410005.384842
  nChanged 23
		SP:Iteration 28Q (9994.650000 sec): 3 clusters
  Score: Raw -412711.702148 + Penalty 2697.752512 = -410013.949636
  nChanged 16
		SP:Iteration 29Q (9994.660000 sec): 3 clusters
  Score: Raw -412716.644125 + Penalty 2697.752512 = -410018.891612
  nChanged 11
		SP:Iteration 30Q (9994.670000 sec): 3 clusters
  Score: Raw -412720.738600 + Penalty 2697.752512 = -410022.986088
  nChanged 11
		SP:Iteration 31Q (9994.680000 sec): 3 clusters
  Score: Raw -412723.366211 + Penalty 2697.752512 = -410025.613699
  nChanged 6
		SP:Iteration 32Q (9994.690000 sec): 3 clusters
  Score: Raw -412724.513071 + Penalty 2697.752512 = -410026.760559
  nChanged 4
		SP:Iteration 33Q (9994.700000 sec): 3 clusters
  Score: Raw -412725.809873 + Penalty 2697.752512 = -410028.057361
  nChanged 1
		SP:Iteration 34Q (9994.710000 sec): 3 clusters
  Score: Raw -412726.112084 + Penalty 2697.752512 = -410028.359572
  nChanged 1
		SP:Iteration 35Q (9994.710000 sec): 3 clusters
  Score: Raw -412726.260840 + Penalty 2697.752512 = -410028.508328
  nChanged 2
		SP:Iteration 36Q (9994.720000 sec): 3 clusters
  Score: Raw -412726.564832 + Penalty 2697.752512 = -410028.812320
  nChanged 1
		SP:Iteration 37Q (9994.730000 sec): 3 clusters
  Score: Raw -412726.783073 + Penalty 2697.752512 = -410029.030561
  nChanged 1
		SP:Iteration 38Q (9994.740000 sec): 3 clusters
  Score: Raw -412727.032160 + Penalty 2697.752512 = -410029.279648
  nChanged 0
		SP:Iteration 39F (9994.750000 sec): 3 clusters
  Score: Raw -412727.032160 + Penalty 2697.752512 = -410029.279648
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 41 (1200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9994.760000 sec): 2 clusters
  Score: Raw -107454.553622 + Penalty 1152.137486 = -106302.416136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9994.760000 sec): 3 clusters
  Score: Raw -107022.088227 + Penalty 2304.274972 = -104717.813255
  nChanged 397
		SP:Iteration 1F (9994.760000 sec): 3 clusters
  Score: Raw -107366.263918 + Penalty 2304.274972 = -105061.988946
  nChanged 103
		SP:Iteration 2F (9994.770000 sec): 3 clusters
  Score: Raw -107470.585547 + Penalty 2304.274972 = -105166.310575
  nChanged 67
		SP:Iteration 3F (9994.770000 sec): 3 clusters
  Score: Raw -107538.313784 + Penalty 2304.274972 = -105234.038812
  nChanged 41
		SP:Iteration 4Q (9994.770000 sec): 3 clusters
  Score: Raw -107582.131278 + Penalty 2304.274972 = -105277.856306
  nChanged 25
		SP:Iteration 5Q (9994.770000 sec): 3 clusters
  Score: Raw -107608.889792 + Penalty 2304.274972 = -105304.614820
  nChanged 28
		SP:Iteration 6Q (9994.780000 sec): 3 clusters
  Score: Raw -107641.931876 + Penalty 2304.274972 = -105337.656904
  nChanged 32
		SP:Iteration 7Q (9994.780000 sec): 3 clusters
  Score: Raw -107683.669625 + Penalty 2304.274972 = -105379.394654
  nChanged 35
		SP:Iteration 8Q (9994.780000 sec): 3 clusters
  Score: Raw -107734.793123 + Penalty 2304.274972 = -105430.518151
  nChanged 32
		SP:Iteration 9Q (9994.790000 sec): 3 clusters
  Score: Raw -107781.171017 + Penalty 2304.274972 = -105476.896046
  nChanged 32
		SP:Iteration 10Q (9994.790000 sec): 3 clusters
  Score: Raw -107814.785254 + Penalty 2304.274972 = -105510.510283
  nChanged 15
		SP:Iteration 11Q (9994.790000 sec): 3 clusters
  Score: Raw -107828.688060 + Penalty 2304.274972 = -105524.413088
  nChanged 17
		SP:Iteration 12Q (9994.790000 sec): 3 clusters
  Score: Raw -107848.252917 + Penalty 2304.274972 = -105543.977945
  nChanged 15
		SP:Iteration 13Q (9994.790000 sec): 3 clusters
  Score: Raw -107861.909197 + Penalty 2304.274972 = -105557.634225
  nChanged 10
		SP:Iteration 14Q (9994.800000 sec): 3 clusters
  Score: Raw -107873.362829 + Penalty 2304.274972 = -105569.087857
  nChanged 12
		SP:Iteration 15Q (9994.800000 sec): 3 clusters
  Score: Raw -107891.967400 + Penalty 2304.274972 = -105587.692428
  nChanged 14
		SP:Iteration 16Q (9994.800000 sec): 3 clusters
  Score: Raw -107920.761571 + Penalty 2304.274972 = -105616.486599
  nChanged 21
		SP:Iteration 17Q (9994.810000 sec): 3 clusters
  Score: Raw -107961.938571 + Penalty 2304.274972 = -105657.663600
  nChanged 20
		SP:Iteration 18Q (9994.810000 sec): 3 clusters
  Score: Raw -107983.487236 + Penalty 2304.274972 = -105679.212265
  nChanged 13
		SP:Iteration 19Q (9994.810000 sec): 3 clusters
  Score: Raw -107996.935509 + Penalty 2304.274972 = -105692.660537
  nChanged 12
		SP:Iteration 20F (9994.810000 sec): 3 clusters
  Score: Raw -108009.659053 + Penalty 2304.274972 = -105705.384082
  nChanged 8
		SP:Iteration 21Q (9994.810000 sec): 3 clusters
  Score: Raw -108016.126385 + Penalty 2304.274972 = -105711.851413
  nChanged 8
		SP:Iteration 22Q (9994.820000 sec): 3 clusters
  Score: Raw -108025.769064 + Penalty 2304.274972 = -105721.494093
  nChanged 7
		SP:Iteration 23Q (9994.820000 sec): 3 clusters
  Score: Raw -108032.447196 + Penalty 2304.274972 = -105728.172224
  nChanged 13
		SP:Iteration 24Q (9994.820000 sec): 3 clusters
  Score: Raw -108044.587739 + Penalty 2304.274972 = -105740.312767
  nChanged 13
		SP:Iteration 25Q (9994.830000 sec): 3 clusters
  Score: Raw -108058.719784 + Penalty 2304.274972 = -105754.444813
  nChanged 15
		SP:Iteration 26Q (9994.830000 sec): 3 clusters
  Score: Raw -108076.989531 + Penalty 2304.274972 = -105772.714560
  nChanged 13
		SP:Iteration 27Q (9994.830000 sec): 3 clusters
  Score: Raw -108093.910294 + Penalty 2304.274972 = -105789.635323
  nChanged 15
		SP:Iteration 28Q (9994.830000 sec): 3 clusters
  Score: Raw -108111.242979 + Penalty 2304.274972 = -105806.968008
  nChanged 11
		SP:Iteration 29Q (9994.830000 sec): 3 clusters
  Score: Raw -108124.258186 + Penalty 2304.274972 = -105819.983215
  nChanged 8
		SP:Iteration 30Q (9994.840000 sec): 3 clusters
  Score: Raw -108137.364720 + Penalty 2304.274972 = -105833.089748
  nChanged 8
		SP:Iteration 31Q (9994.840000 sec): 3 clusters
  Score: Raw -108151.840174 + Penalty 2304.274972 = -105847.565203
  nChanged 14
		SP:Iteration 32Q (9994.840000 sec): 3 clusters
  Score: Raw -108176.462098 + Penalty 2304.274972 = -105872.187127
  nChanged 15
		SP:Iteration 33Q (9994.850000 sec): 3 clusters
  Score: Raw -108196.169049 + Penalty 2304.274972 = -105891.894077
  nChanged 9
		SP:Iteration 34Q (9994.850000 sec): 3 clusters
  Score: Raw -108206.955768 + Penalty 2304.274972 = -105902.680797
  nChanged 9
		SP:Iteration 35Q (9994.850000 sec): 3 clusters
  Score: Raw -108216.008715 + Penalty 2304.274972 = -105911.733744
  nChanged 5
		SP:Iteration 36Q (9994.850000 sec): 3 clusters
  Score: Raw -108220.756312 + Penalty 2304.274972 = -105916.481341
  nChanged 4
		SP:Iteration 37Q (9994.850000 sec): 3 clusters
  Score: Raw -108224.841002 + Penalty 2304.274972 = -105920.566031
  nChanged 1
		SP:Iteration 38Q (9994.860000 sec): 3 clusters
  Score: Raw -108226.376621 + Penalty 2304.274972 = -105922.101649
  nChanged 0
		SP:Iteration 39F (9994.860000 sec): 3 clusters
  Score: Raw -108226.376621 + Penalty 2304.274972 = -105922.101649
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 42 (4098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9994.870000 sec): 2 clusters
  Score: Raw -397656.929605 + Penalty 1351.716328 = -396305.213277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9994.880000 sec): 3 clusters
  Score: Raw -395623.080234 + Penalty 2703.432657 = -392919.647577
  nChanged 1559
		SP:Iteration 1F (9994.890000 sec): 3 clusters
  Score: Raw -396619.854554 + Penalty 2703.432657 = -393916.421897
  nChanged 327
		SP:Iteration 2F (9994.900000 sec): 3 clusters
  Score: Raw -396872.996535 + Penalty 2703.432657 = -394169.563878
  nChanged 267
		SP:Iteration 3F (9994.910000 sec): 3 clusters
  Score: Raw -397117.132926 + Penalty 2703.432657 = -394413.700269
  nChanged 269
		SP:Iteration 4F (9994.920000 sec): 3 clusters
  Score: Raw -397358.578073 + Penalty 2703.432657 = -394655.145417
  nChanged 240
		SP:Iteration 5F (9994.930000 sec): 3 clusters
  Score: Raw -397554.425452 + Penalty 2703.432657 = -394850.992796
  nChanged 195
		SP:Iteration 6Q (9994.940000 sec): 3 clusters
  Score: Raw -397700.939079 + Penalty 2703.432657 = -394997.506422
  nChanged 152
		SP:Iteration 7Q (9994.950000 sec): 3 clusters
  Score: Raw -397831.480965 + Penalty 2703.432657 = -395128.048308
  nChanged 148
		SP:Iteration 8Q (9994.960000 sec): 3 clusters
  Score: Raw -397944.279823 + Penalty 2703.432657 = -395240.847166
  nChanged 114
		SP:Iteration 9Q (9994.970000 sec): 3 clusters
  Score: Raw -398025.175749 + Penalty 2703.432657 = -395321.743093
  nChanged 84
		SP:Iteration 10Q (9994.970000 sec): 3 clusters
  Score: Raw -398071.853558 + Penalty 2703.432657 = -395368.420901
  nChanged 59
		SP:Iteration 11Q (9994.990000 sec): 3 clusters
  Score: Raw -398110.989005 + Penalty 2703.432657 = -395407.556348
  nChanged 52
		SP:Iteration 12Q (9994.990000 sec): 3 clusters
  Score: Raw -398144.136993 + Penalty 2703.432657 = -395440.704336
  nChanged 49
		SP:Iteration 13Q (9995.000000 sec): 3 clusters
  Score: Raw -398179.287410 + Penalty 2703.432657 = -395475.854753
  nChanged 53
		SP:Iteration 14Q (9995.010000 sec): 3 clusters
  Score: Raw -398216.651872 + Penalty 2703.432657 = -395513.219215
  nChanged 38
		SP:Iteration 15Q (9995.020000 sec): 3 clusters
  Score: Raw -398238.488001 + Penalty 2703.432657 = -395535.055344
  nChanged 26
		SP:Iteration 16Q (9995.030000 sec): 3 clusters
  Score: Raw -398253.209884 + Penalty 2703.432657 = -395549.777227
  nChanged 21
		SP:Iteration 17Q (9995.040000 sec): 3 clusters
  Score: Raw -398265.660650 + Penalty 2703.432657 = -395562.227993
  nChanged 19
		SP:Iteration 18Q (9995.050000 sec): 3 clusters
  Score: Raw -398278.956769 + Penalty 2703.432657 = -395575.524113
  nChanged 23
		SP:Iteration 19Q (9995.060000 sec): 3 clusters
  Score: Raw -398291.035425 + Penalty 2703.432657 = -395587.602768
  nChanged 10
		SP:Iteration 20F (9995.070000 sec): 3 clusters
  Score: Raw -398298.413086 + Penalty 2703.432657 = -395594.980429
  nChanged 10
		SP:Iteration 21Q (9995.070000 sec): 3 clusters
  Score: Raw -398304.989195 + Penalty 2703.432657 = -395601.556538
  nChanged 8
		SP:Iteration 22Q (9995.080000 sec): 3 clusters
  Score: Raw -398309.202514 + Penalty 2703.432657 = -395605.769857
  nChanged 7
		SP:Iteration 23Q (9995.090000 sec): 3 clusters
  Score: Raw -398313.183904 + Penalty 2703.432657 = -395609.751247
  nChanged 5
		SP:Iteration 24Q (9995.100000 sec): 3 clusters
  Score: Raw -398316.425654 + Penalty 2703.432657 = -395612.992997
  nChanged 4
		SP:Iteration 25Q (9995.110000 sec): 3 clusters
  Score: Raw -398319.122741 + Penalty 2703.432657 = -395615.690084
  nChanged 4
		SP:Iteration 26Q (9995.120000 sec): 3 clusters
  Score: Raw -398320.757162 + Penalty 2703.432657 = -395617.324505
  nChanged 5
		SP:Iteration 27Q (9995.130000 sec): 3 clusters
  Score: Raw -398322.452426 + Penalty 2703.432657 = -395619.019770
  nChanged 1
		SP:Iteration 28Q (9995.130000 sec): 3 clusters
  Score: Raw -398322.829194 + Penalty 2703.432657 = -395619.396537
  nChanged 1
		SP:Iteration 29Q (9995.140000 sec): 3 clusters
  Score: Raw -398323.187229 + Penalty 2703.432657 = -395619.754572
  nChanged 0
		SP:Iteration 30F (9995.150000 sec): 3 clusters
  Score: Raw -398323.187229 + Penalty 2703.432657 = -395619.754572
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 43 (16462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9995.190000 sec): 2 clusters
  Score: Raw -1649507.845148 + Penalty 1577.681621 = -1647930.163528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9995.230000 sec): 3 clusters
  Score: Raw -1639807.229637 + Penalty 3155.363241 = -1636651.866396
  nChanged 7347
		SP:Iteration 1F (9995.270000 sec): 3 clusters
  Score: Raw -1643876.841103 + Penalty 3155.363241 = -1640721.477862
  nChanged 883
		SP:Iteration 2F (9995.310000 sec): 3 clusters
  Score: Raw -1644239.132849 + Penalty 3155.363241 = -1641083.769607
  nChanged 909
		SP:Iteration 3F (9995.350000 sec): 3 clusters
  Score: Raw -1644670.741737 + Penalty 3155.363241 = -1641515.378495
  nChanged 978
		SP:Iteration 4F (9995.390000 sec): 3 clusters
  Score: Raw -1645233.813826 + Penalty 3155.363241 = -1642078.450585
  nChanged 1104
		SP:Iteration 5F (9995.430000 sec): 3 clusters
  Score: Raw -1646012.041806 + Penalty 3155.363241 = -1642856.678564
  nChanged 1159
		SP:Iteration 6F (9995.460000 sec): 3 clusters
  Score: Raw -1646916.006937 + Penalty 3155.363241 = -1643760.643695
  nChanged 1041
		SP:Iteration 7F (9995.500000 sec): 3 clusters
  Score: Raw -1647782.492580 + Penalty 3155.363241 = -1644627.129338
  nChanged 811
		SP:Iteration 8Q (9995.540000 sec): 3 clusters
  Score: Raw -1648398.219506 + Penalty 3155.363241 = -1645242.856264
  nChanged 555
		SP:Iteration 9Q (9995.580000 sec): 3 clusters
  Score: Raw -1648819.991806 + Penalty 3155.363241 = -1645664.628565
  nChanged 379
		SP:Iteration 10Q (9995.610000 sec): 3 clusters
  Score: Raw -1649098.721566 + Penalty 3155.363241 = -1645943.358325
  nChanged 258
		SP:Iteration 11Q (9995.650000 sec): 3 clusters
  Score: Raw -1649310.106208 + Penalty 3155.363241 = -1646154.742966
  nChanged 168
		SP:Iteration 12Q (9995.680000 sec): 3 clusters
  Score: Raw -1649436.426506 + Penalty 3155.363241 = -1646281.063264
  nChanged 101
		SP:Iteration 13Q (9995.710000 sec): 3 clusters
  Score: Raw -1649520.930611 + Penalty 3155.363241 = -1646365.567369
  nChanged 75
		SP:Iteration 14Q (9995.750000 sec): 3 clusters
  Score: Raw -1649590.252383 + Penalty 3155.363241 = -1646434.889142
  nChanged 58
		SP:Iteration 15Q (9995.770000 sec): 3 clusters
  Score: Raw -1649638.955650 + Penalty 3155.363241 = -1646483.592408
  nChanged 40
		SP:Iteration 16Q (9995.800000 sec): 3 clusters
  Score: Raw -1649678.697365 + Penalty 3155.363241 = -1646523.334123
  nChanged 32
		SP:Iteration 17Q (9995.830000 sec): 3 clusters
  Score: Raw -1649709.215813 + Penalty 3155.363241 = -1646553.852571
  nChanged 24
		SP:Iteration 18Q (9995.860000 sec): 3 clusters
  Score: Raw -1649730.437003 + Penalty 3155.363241 = -1646575.073761
  nChanged 20
		SP:Iteration 19Q (9995.890000 sec): 3 clusters
  Score: Raw -1649750.501283 + Penalty 3155.363241 = -1646595.138042
  nChanged 10
		SP:Iteration 20F (9995.930000 sec): 3 clusters
  Score: Raw -1649760.773150 + Penalty 3155.363241 = -1646605.409909
  nChanged 16
		SP:Iteration 21Q (9995.950000 sec): 3 clusters
  Score: Raw -1649777.494370 + Penalty 3155.363241 = -1646622.131129
  nChanged 9
		SP:Iteration 22Q (9995.980000 sec): 3 clusters
  Score: Raw -1649784.399992 + Penalty 3155.363241 = -1646629.036751
  nChanged 4
		SP:Iteration 23Q (9996.010000 sec): 3 clusters
  Score: Raw -1649787.045598 + Penalty 3155.363241 = -1646631.682356
  nChanged 2
		SP:Iteration 24Q (9996.040000 sec): 3 clusters
  Score: Raw -1649788.988927 + Penalty 3155.363241 = -1646633.625685
  nChanged 2
		SP:Iteration 25Q (9996.070000 sec): 3 clusters
  Score: Raw -1649791.284893 + Penalty 3155.363241 = -1646635.921651
  nChanged 2
		SP:Iteration 26Q (9996.090000 sec): 3 clusters
  Score: Raw -1649793.186672 + Penalty 3155.363241 = -1646637.823430
  nChanged 2
		SP:Iteration 27Q (9996.120000 sec): 3 clusters
  Score: Raw -1649795.946910 + Penalty 3155.363241 = -1646640.583668
  nChanged 3
		SP:Iteration 28Q (9996.150000 sec): 3 clusters
  Score: Raw -1649797.665813 + Penalty 3155.363241 = -1646642.302572
  nChanged 1
		SP:Iteration 29Q (9996.170000 sec): 3 clusters
  Score: Raw -1649798.004397 + Penalty 3155.363241 = -1646642.641156
  nChanged 0
		SP:Iteration 30F (9996.210000 sec): 3 clusters
  Score: Raw -1649798.004397 + Penalty 3155.363241 = -1646642.641156
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 44 (1920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9996.230000 sec): 2 clusters
  Score: Raw -188737.233946 + Penalty 1228.513076 = -187508.720871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9996.230000 sec): 3 clusters
  Score: Raw -187973.382391 + Penalty 2457.026151 = -185516.356240
  nChanged 680
		SP:Iteration 1F (9996.240000 sec): 3 clusters
  Score: Raw -188413.210733 + Penalty 2457.026151 = -185956.184582
  nChanged 152
		SP:Iteration 2F (9996.240000 sec): 3 clusters
  Score: Raw -188515.747081 + Penalty 2457.026151 = -186058.720930
  nChanged 84
		SP:Iteration 3Q (9996.250000 sec): 3 clusters
  Score: Raw -188568.192020 + Penalty 2457.026151 = -186111.165869
  nChanged 66
		SP:Iteration 4Q (9996.250000 sec): 3 clusters
  Score: Raw -188618.951645 + Penalty 2457.026151 = -186161.925494
  nChanged 60
		SP:Iteration 5Q (9996.250000 sec): 3 clusters
  Score: Raw -188664.327100 + Penalty 2457.026151 = -186207.300949
  nChanged 53
		SP:Iteration 6Q (9996.260000 sec): 3 clusters
  Score: Raw -188700.345431 + Penalty 2457.026151 = -186243.319280
  nChanged 40
		SP:Iteration 7Q (9996.260000 sec): 3 clusters
  Score: Raw -188725.795355 + Penalty 2457.026151 = -186268.769204
  nChanged 32
		SP:Iteration 8Q (9996.270000 sec): 3 clusters
  Score: Raw -188746.473518 + Penalty 2457.026151 = -186289.447367
  nChanged 26
		SP:Iteration 9Q (9996.270000 sec): 3 clusters
  Score: Raw -188761.210995 + Penalty 2457.026151 = -186304.184844
  nChanged 24
		SP:Iteration 10Q (9996.280000 sec): 3 clusters
  Score: Raw -188775.898000 + Penalty 2457.026151 = -186318.871849
  nChanged 23
		SP:Iteration 11Q (9996.280000 sec): 3 clusters
  Score: Raw -188790.725039 + Penalty 2457.026151 = -186333.698888
  nChanged 16
		SP:Iteration 12Q (9996.290000 sec): 3 clusters
  Score: Raw -188799.121450 + Penalty 2457.026151 = -186342.095299
  nChanged 12
		SP:Iteration 13Q (9996.290000 sec): 3 clusters
  Score: Raw -188805.344591 + Penalty 2457.026151 = -186348.318440
  nChanged 13
		SP:Iteration 14Q (9996.290000 sec): 3 clusters
  Score: Raw -188813.898124 + Penalty 2457.026151 = -186356.871973
  nChanged 15
		SP:Iteration 15Q (9996.300000 sec): 3 clusters
  Score: Raw -188825.545069 + Penalty 2457.026151 = -186368.518918
  nChanged 14
		SP:Iteration 16Q (9996.300000 sec): 3 clusters
  Score: Raw -188845.638271 + Penalty 2457.026151 = -186388.612120
  nChanged 27
		SP:Iteration 17Q (9996.310000 sec): 3 clusters
  Score: Raw -188876.162486 + Penalty 2457.026151 = -186419.136335
  nChanged 30
		SP:Iteration 18Q (9996.310000 sec): 3 clusters
  Score: Raw -188898.767775 + Penalty 2457.026151 = -186441.741624
  nChanged 28
		SP:Iteration 19Q (9996.320000 sec): 3 clusters
  Score: Raw -188934.508841 + Penalty 2457.026151 = -186477.482690
  nChanged 36
		SP:Iteration 20F (9996.320000 sec): 3 clusters
  Score: Raw -188985.793954 + Penalty 2457.026151 = -186528.767803
  nChanged 41
		SP:Iteration 21Q (9996.330000 sec): 3 clusters
  Score: Raw -189047.408088 + Penalty 2457.026151 = -186590.381937
  nChanged 49
		SP:Iteration 22Q (9996.330000 sec): 3 clusters
  Score: Raw -189092.555358 + Penalty 2457.026151 = -186635.529207
  nChanged 28
		SP:Iteration 23Q (9996.330000 sec): 3 clusters
  Score: Raw -189111.746207 + Penalty 2457.026151 = -186654.720055
  nChanged 16
		SP:Iteration 24Q (9996.340000 sec): 3 clusters
  Score: Raw -189121.773179 + Penalty 2457.026151 = -186664.747028
  nChanged 21
		SP:Iteration 25Q (9996.340000 sec): 3 clusters
  Score: Raw -189132.765763 + Penalty 2457.026151 = -186675.739612
  nChanged 11
		SP:Iteration 26Q (9996.350000 sec): 3 clusters
  Score: Raw -189139.620475 + Penalty 2457.026151 = -186682.594324
  nChanged 11
		SP:Iteration 27Q (9996.350000 sec): 3 clusters
  Score: Raw -189145.903701 + Penalty 2457.026151 = -186688.877550
  nChanged 7
		SP:Iteration 28Q (9996.350000 sec): 3 clusters
  Score: Raw -189149.313108 + Penalty 2457.026151 = -186692.286957
  nChanged 6
		SP:Iteration 29Q (9996.360000 sec): 3 clusters
  Score: Raw -189151.671381 + Penalty 2457.026151 = -186694.645230
  nChanged 4
		SP:Iteration 30Q (9996.360000 sec): 3 clusters
  Score: Raw -189153.511937 + Penalty 2457.026151 = -186696.485785
  nChanged 2
		SP:Iteration 31Q (9996.370000 sec): 3 clusters
  Score: Raw -189154.741301 + Penalty 2457.026151 = -186697.715150
  nChanged 3
		SP:Iteration 32Q (9996.370000 sec): 3 clusters
  Score: Raw -189155.844102 + Penalty 2457.026151 = -186698.817951
  nChanged 1
		SP:Iteration 33Q (9996.380000 sec): 3 clusters
  Score: Raw -189156.182241 + Penalty 2457.026151 = -186699.156090
  nChanged 0
		SP:Iteration 34F (9996.380000 sec): 3 clusters
  Score: Raw -189156.182241 + Penalty 2457.026151 = -186699.156090
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 45 (702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9996.390000 sec): 2 clusters
  Score: Raw -65427.743817 + Penalty 1065.014178 = -64362.729639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9996.390000 sec): 3 clusters
  Score: Raw -65267.533009 + Penalty 2130.028356 = -63137.504653
  nChanged 180
		SP:Iteration 1F (9996.390000 sec): 3 clusters
  Score: Raw -65517.276398 + Penalty 2130.028356 = -63387.248041
  nChanged 50
		SP:Iteration 2F (9996.390000 sec): 3 clusters
  Score: Raw -65598.354569 + Penalty 2130.028356 = -63468.326213
  nChanged 32
		SP:Iteration 3Q (9996.390000 sec): 3 clusters
  Score: Raw -65651.280377 + Penalty 2130.028356 = -63521.252021
  nChanged 24
		SP:Iteration 4Q (9996.390000 sec): 3 clusters
  Score: Raw -65694.679166 + Penalty 2130.028356 = -63564.650809
  nChanged 23
		SP:Iteration 5Q (9996.390000 sec): 3 clusters
  Score: Raw -65724.352200 + Penalty 2130.028356 = -63594.323843
  nChanged 15
		SP:Iteration 6Q (9996.390000 sec): 3 clusters
  Score: Raw -65738.565120 + Penalty 2130.028356 = -63608.536763
  nChanged 3
		SP:Iteration 7Q (9996.400000 sec): 3 clusters
  Score: Raw -65741.384977 + Penalty 2130.028356 = -63611.356620
  nChanged 4
		SP:Iteration 8Q (9996.400000 sec): 3 clusters
  Score: Raw -65747.804050 + Penalty 2130.028356 = -63617.775694
  nChanged 7
		SP:Iteration 9Q (9996.400000 sec): 3 clusters
  Score: Raw -65774.004394 + Penalty 2130.028356 = -63643.976038
  nChanged 10
		SP:Iteration 10Q (9996.400000 sec): 3 clusters
  Score: Raw -65795.728436 + Penalty 2130.028356 = -63665.700080
  nChanged 13
		SP:Iteration 11Q (9996.400000 sec): 3 clusters
  Score: Raw -65816.957453 + Penalty 2130.028356 = -63686.929096
  nChanged 6
		SP:Iteration 12Q (9996.410000 sec): 3 clusters
  Score: Raw -65829.103285 + Penalty 2130.028356 = -63699.074929
  nChanged 6
		SP:Iteration 13Q (9996.410000 sec): 3 clusters
  Score: Raw -65835.999438 + Penalty 2130.028356 = -63705.971082
  nChanged 7
		SP:Iteration 14Q (9996.410000 sec): 3 clusters
  Score: Raw -65844.117601 + Penalty 2130.028356 = -63714.089245
  nChanged 6
		SP:Iteration 15Q (9996.410000 sec): 3 clusters
  Score: Raw -65853.817589 + Penalty 2130.028356 = -63723.789233
  nChanged 8
		SP:Iteration 16Q (9996.410000 sec): 3 clusters
  Score: Raw -65864.465977 + Penalty 2130.028356 = -63734.437621
  nChanged 3
		SP:Iteration 17Q (9996.410000 sec): 3 clusters
  Score: Raw -65872.959632 + Penalty 2130.028356 = -63742.931275
  nChanged 8
		SP:Iteration 18Q (9996.410000 sec): 3 clusters
  Score: Raw -65889.025586 + Penalty 2130.028356 = -63758.997229
  nChanged 3
		SP:Iteration 19Q (9996.410000 sec): 3 clusters
  Score: Raw -65897.257615 + Penalty 2130.028356 = -63767.229259
  nChanged 4
		SP:Iteration 20F (9996.420000 sec): 3 clusters
  Score: Raw -65901.003121 + Penalty 2130.028356 = -63770.974765
  nChanged 2
		SP:Iteration 21Q (9996.420000 sec): 3 clusters
  Score: Raw -65903.197933 + Penalty 2130.028356 = -63773.169577
  nChanged 2
		SP:Iteration 22Q (9996.420000 sec): 3 clusters
  Score: Raw -65905.848986 + Penalty 2130.028356 = -63775.820629
  nChanged 2
		SP:Iteration 23Q (9996.420000 sec): 3 clusters
  Score: Raw -65908.158818 + Penalty 2130.028356 = -63778.130461
  nChanged 1
		SP:Iteration 24Q (9996.420000 sec): 3 clusters
  Score: Raw -65910.655013 + Penalty 2130.028356 = -63780.626657
  nChanged 1
		SP:Iteration 25Q (9996.430000 sec): 3 clusters
  Score: Raw -65912.334206 + Penalty 2130.028356 = -63782.305850
  nChanged 1
		SP:Iteration 26Q (9996.430000 sec): 3 clusters
  Score: Raw -65914.663529 + Penalty 2130.028356 = -63784.635172
  nChanged 3
		SP:Iteration 27Q (9996.430000 sec): 3 clusters
  Score: Raw -65919.151331 + Penalty 2130.028356 = -63789.122975
  nChanged 3
		SP:Iteration 28Q (9996.430000 sec): 3 clusters
  Score: Raw -65922.801179 + Penalty 2130.028356 = -63792.772823
  nChanged 2
		SP:Iteration 29Q (9996.430000 sec): 3 clusters
  Score: Raw -65924.818226 + Penalty 2130.028356 = -63794.789870
  nChanged 1
		SP:Iteration 30Q (9996.430000 sec): 3 clusters
  Score: Raw -65926.335939 + Penalty 2130.028356 = -63796.307583
  nChanged 2
		SP:Iteration 31Q (9996.430000 sec): 3 clusters
  Score: Raw -65930.434943 + Penalty 2130.028356 = -63800.406587
  nChanged 4
		SP:Iteration 32Q (9996.430000 sec): 3 clusters
  Score: Raw -65939.446482 + Penalty 2130.028356 = -63809.418125
  nChanged 6
		SP:Iteration 33Q (9996.430000 sec): 3 clusters
  Score: Raw -65954.558918 + Penalty 2130.028356 = -63824.530562
  nChanged 8
		SP:Iteration 34Q (9996.440000 sec): 3 clusters
  Score: Raw -65979.644208 + Penalty 2130.028356 = -63849.615851
  nChanged 7
		SP:Iteration 35Q (9996.440000 sec): 3 clusters
  Score: Raw -65993.246131 + Penalty 2130.028356 = -63863.217775
  nChanged 7
		SP:Iteration 36Q (9996.440000 sec): 3 clusters
  Score: Raw -65998.760909 + Penalty 2130.028356 = -63868.732553
  nChanged 3
		SP:Iteration 37Q (9996.440000 sec): 3 clusters
  Score: Raw -66000.910535 + Penalty 2130.028356 = -63870.882179
  nChanged 2
		SP:Iteration 38Q (9996.440000 sec): 3 clusters
  Score: Raw -66002.914249 + Penalty 2130.028356 = -63872.885893
  nChanged 2
		SP:Iteration 39Q (9996.450000 sec): 3 clusters
  Score: Raw -66004.611235 + Penalty 2130.028356 = -63874.582879
  nChanged 1
		SP:Iteration 40F (9996.450000 sec): 3 clusters
  Score: Raw -66006.271096 + Penalty 2130.028356 = -63876.242740
  nChanged 1
		SP:Iteration 41Q (9996.450000 sec): 3 clusters
  Score: Raw -66006.771082 + Penalty 2130.028356 = -63876.742726
  nChanged 1
		SP:Iteration 42Q (9996.450000 sec): 3 clusters
  Score: Raw -66009.895365 + Penalty 2130.028356 = -63879.867009
  nChanged 1
		SP:Iteration 43Q (9996.450000 sec): 3 clusters
  Score: Raw -66011.098554 + Penalty 2130.028356 = -63881.070198
  nChanged 0
		SP:Iteration 44F (9996.450000 sec): 3 clusters
  Score: Raw -66011.098554 + Penalty 2130.028356 = -63881.070198
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 46 (4846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9996.470000 sec): 2 clusters
  Score: Raw -493936.817056 + Penalty 1378.960196 = -492557.856860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9996.480000 sec): 3 clusters
  Score: Raw -491410.593653 + Penalty 2757.920393 = -488652.673260
  nChanged 1985
		SP:Iteration 1F (9996.490000 sec): 3 clusters
  Score: Raw -492507.017629 + Penalty 2757.920393 = -489749.097236
  nChanged 363
		SP:Iteration 2F (9996.500000 sec): 3 clusters
  Score: Raw -492719.114824 + Penalty 2757.920393 = -489961.194431
  nChanged 286
		SP:Iteration 3F (9996.510000 sec): 3 clusters
  Score: Raw -492879.734063 + Penalty 2757.920393 = -490121.813670
  nChanged 242
		SP:Iteration 4Q (9996.520000 sec): 3 clusters
  Score: Raw -493033.979123 + Penalty 2757.920393 = -490276.058730
  nChanged 222
		SP:Iteration 5Q (9996.530000 sec): 3 clusters
  Score: Raw -493168.580899 + Penalty 2757.920393 = -490410.660506
  nChanged 209
		SP:Iteration 6Q (9996.540000 sec): 3 clusters
  Score: Raw -493287.528771 + Penalty 2757.920393 = -490529.608378
  nChanged 190
		SP:Iteration 7Q (9996.550000 sec): 3 clusters
  Score: Raw -493381.160474 + Penalty 2757.920393 = -490623.240081
  nChanged 138
		SP:Iteration 8Q (9996.570000 sec): 3 clusters
  Score: Raw -493441.404449 + Penalty 2757.920393 = -490683.484056
  nChanged 127
		SP:Iteration 9Q (9996.580000 sec): 3 clusters
  Score: Raw -493503.946814 + Penalty 2757.920393 = -490746.026421
  nChanged 116
		SP:Iteration 10Q (9996.590000 sec): 3 clusters
  Score: Raw -493574.444272 + Penalty 2757.920393 = -490816.523879
  nChanged 134
		SP:Iteration 11Q (9996.600000 sec): 3 clusters
  Score: Raw -493658.559427 + Penalty 2757.920393 = -490900.639034
  nChanged 126
		SP:Iteration 12Q (9996.610000 sec): 3 clusters
  Score: Raw -493735.735224 + Penalty 2757.920393 = -490977.814831
  nChanged 109
		SP:Iteration 13Q (9996.620000 sec): 3 clusters
  Score: Raw -493801.577719 + Penalty 2757.920393 = -491043.657326
  nChanged 87
		SP:Iteration 14Q (9996.630000 sec): 3 clusters
  Score: Raw -493850.648351 + Penalty 2757.920393 = -491092.727959
  nChanged 89
		SP:Iteration 15Q (9996.640000 sec): 3 clusters
  Score: Raw -493912.967021 + Penalty 2757.920393 = -491155.046628
  nChanged 98
		SP:Iteration 16Q (9996.650000 sec): 3 clusters
  Score: Raw -493980.353306 + Penalty 2757.920393 = -491222.432913
  nChanged 81
		SP:Iteration 17Q (9996.660000 sec): 3 clusters
  Score: Raw -494040.057471 + Penalty 2757.920393 = -491282.137078
  nChanged 80
		SP:Iteration 18Q (9996.670000 sec): 3 clusters
  Score: Raw -494093.336727 + Penalty 2757.920393 = -491335.416334
  nChanged 67
		SP:Iteration 19Q (9996.680000 sec): 3 clusters
  Score: Raw -494138.551904 + Penalty 2757.920393 = -491380.631511
  nChanged 64
		SP:Iteration 20F (9996.690000 sec): 3 clusters
  Score: Raw -494174.327189 + Penalty 2757.920393 = -491416.406796
  nChanged 55
		SP:Iteration 21Q (9996.700000 sec): 3 clusters
  Score: Raw -494204.000354 + Penalty 2757.920393 = -491446.079961
  nChanged 39
		SP:Iteration 22Q (9996.710000 sec): 3 clusters
  Score: Raw -494224.137248 + Penalty 2757.920393 = -491466.216855
  nChanged 34
		SP:Iteration 23Q (9996.720000 sec): 3 clusters
  Score: Raw -494241.030972 + Penalty 2757.920393 = -491483.110580
  nChanged 39
		SP:Iteration 24Q (9996.730000 sec): 3 clusters
  Score: Raw -494259.030758 + Penalty 2757.920393 = -491501.110365
  nChanged 32
		SP:Iteration 25Q (9996.740000 sec): 3 clusters
  Score: Raw -494272.249593 + Penalty 2757.920393 = -491514.329200
  nChanged 20
		SP:Iteration 26Q (9996.750000 sec): 3 clusters
  Score: Raw -494281.045445 + Penalty 2757.920393 = -491523.125052
  nChanged 23
		SP:Iteration 27Q (9996.760000 sec): 3 clusters
  Score: Raw -494290.244249 + Penalty 2757.920393 = -491532.323856
  nChanged 15
		SP:Iteration 28Q (9996.770000 sec): 3 clusters
  Score: Raw -494297.209874 + Penalty 2757.920393 = -491539.289481
  nChanged 11
		SP:Iteration 29Q (9996.770000 sec): 3 clusters
  Score: Raw -494302.036743 + Penalty 2757.920393 = -491544.116350
  nChanged 12
		SP:Iteration 30Q (9996.780000 sec): 3 clusters
  Score: Raw -494306.856418 + Penalty 2757.920393 = -491548.936025
  nChanged 9
		SP:Iteration 31Q (9996.790000 sec): 3 clusters
  Score: Raw -494309.205800 + Penalty 2757.920393 = -491551.285407
  nChanged 3
		SP:Iteration 32Q (9996.800000 sec): 3 clusters
  Score: Raw -494309.628319 + Penalty 2757.920393 = -491551.707926
  nChanged 1
		SP:Iteration 33Q (9996.810000 sec): 3 clusters
  Score: Raw -494309.749715 + Penalty 2757.920393 = -491551.829322
  nChanged 0
		SP:Iteration 34F (9996.820000 sec): 3 clusters
  Score: Raw -494309.749715 + Penalty 2757.920393 = -491551.829322
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 47 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9996.830000 sec): 2 clusters
  Score: Raw -179683.072888 + Penalty 1213.168988 = -178469.903900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9996.830000 sec): 3 clusters
  Score: Raw -178968.829634 + Penalty 2426.337976 = -176542.491659
  nChanged 617
		SP:Iteration 1F (9996.840000 sec): 3 clusters
  Score: Raw -179342.831719 + Penalty 2426.337976 = -176916.493744
  nChanged 114
		SP:Iteration 2F (9996.840000 sec): 3 clusters
  Score: Raw -179437.184822 + Penalty 2426.337976 = -177010.846846
  nChanged 89
		SP:Iteration 3F (9996.850000 sec): 3 clusters
  Score: Raw -179494.064107 + Penalty 2426.337976 = -177067.726132
  nChanged 48
		SP:Iteration 4Q (9996.850000 sec): 3 clusters
  Score: Raw -179531.217662 + Penalty 2426.337976 = -177104.879686
  nChanged 35
		SP:Iteration 5Q (9996.850000 sec): 3 clusters
  Score: Raw -179549.920836 + Penalty 2426.337976 = -177123.582861
  nChanged 25
		SP:Iteration 6Q (9996.860000 sec): 3 clusters
  Score: Raw -179561.601588 + Penalty 2426.337976 = -177135.263612
  nChanged 19
		SP:Iteration 7Q (9996.860000 sec): 3 clusters
  Score: Raw -179570.060720 + Penalty 2426.337976 = -177143.722744
  nChanged 9
		SP:Iteration 8Q (9996.870000 sec): 3 clusters
  Score: Raw -179575.103519 + Penalty 2426.337976 = -177148.765543
  nChanged 11
		SP:Iteration 9Q (9996.870000 sec): 3 clusters
  Score: Raw -179579.084354 + Penalty 2426.337976 = -177152.746378
  nChanged 7
		SP:Iteration 10Q (9996.870000 sec): 3 clusters
  Score: Raw -179582.292773 + Penalty 2426.337976 = -177155.954797
  nChanged 5
		SP:Iteration 11Q (9996.880000 sec): 3 clusters
  Score: Raw -179584.680488 + Penalty 2426.337976 = -177158.342512
  nChanged 1
		SP:Iteration 12Q (9996.880000 sec): 3 clusters
  Score: Raw -179585.230966 + Penalty 2426.337976 = -177158.892990
  nChanged 1
		SP:Iteration 13Q (9996.890000 sec): 3 clusters
  Score: Raw -179585.421902 + Penalty 2426.337976 = -177159.083926
  nChanged 0
		SP:Iteration 14F (9996.890000 sec): 3 clusters
  Score: Raw -179585.421902 + Penalty 2426.337976 = -177159.083926
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 48 (3186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9996.900000 sec): 2 clusters
  Score: Raw -291764.853458 + Penalty 1310.809742 = -290454.043715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9996.910000 sec): 3 clusters
  Score: Raw -290335.716113 + Penalty 2621.619484 = -287714.096628
  nChanged 1243
		SP:Iteration 1F (9996.910000 sec): 3 clusters
  Score: Raw -291273.058656 + Penalty 2621.619484 = -288651.439171
  nChanged 282
		SP:Iteration 2F (9996.920000 sec): 3 clusters
  Score: Raw -291489.164408 + Penalty 2621.619484 = -288867.544923
  nChanged 185
		SP:Iteration 3F (9996.930000 sec): 3 clusters
  Score: Raw -291614.878498 + Penalty 2621.619484 = -288993.259013
  nChanged 126
		SP:Iteration 4Q (9996.930000 sec): 3 clusters
  Score: Raw -291699.820670 + Penalty 2621.619484 = -289078.201186
  nChanged 116
		SP:Iteration 5Q (9996.940000 sec): 3 clusters
  Score: Raw -291769.073459 + Penalty 2621.619484 = -289147.453974
  nChanged 100
		SP:Iteration 6Q (9996.950000 sec): 3 clusters
  Score: Raw -291844.274671 + Penalty 2621.619484 = -289222.655186
  nChanged 108
		SP:Iteration 7Q (9996.960000 sec): 3 clusters
  Score: Raw -291924.757702 + Penalty 2621.619484 = -289303.138218
  nChanged 94
		SP:Iteration 8Q (9996.960000 sec): 3 clusters
  Score: Raw -291978.498029 + Penalty 2621.619484 = -289356.878544
  nChanged 64
		SP:Iteration 9Q (9996.970000 sec): 3 clusters
  Score: Raw -292018.644231 + Penalty 2621.619484 = -289397.024747
  nChanged 52
		SP:Iteration 10Q (9996.980000 sec): 3 clusters
  Score: Raw -292055.087343 + Penalty 2621.619484 = -289433.467859
  nChanged 50
		SP:Iteration 11Q (9996.990000 sec): 3 clusters
  Score: Raw -292088.571883 + Penalty 2621.619484 = -289466.952399
  nChanged 42
		SP:Iteration 12Q (9996.990000 sec): 3 clusters
  Score: Raw -292118.255590 + Penalty 2621.619484 = -289496.636106
  nChanged 34
		SP:Iteration 13Q (9997.000000 sec): 3 clusters
  Score: Raw -292143.574516 + Penalty 2621.619484 = -289521.955032
  nChanged 32
		SP:Iteration 14Q (9997.010000 sec): 3 clusters
  Score: Raw -292158.967731 + Penalty 2621.619484 = -289537.348247
  nChanged 25
		SP:Iteration 15Q (9997.010000 sec): 3 clusters
  Score: Raw -292171.388288 + Penalty 2621.619484 = -289549.768803
  nChanged 23
		SP:Iteration 16Q (9997.020000 sec): 3 clusters
  Score: Raw -292180.281476 + Penalty 2621.619484 = -289558.661992
  nChanged 18
		SP:Iteration 17Q (9997.030000 sec): 3 clusters
  Score: Raw -292186.170076 + Penalty 2621.619484 = -289564.550592
  nChanged 11
		SP:Iteration 18Q (9997.030000 sec): 3 clusters
  Score: Raw -292189.343675 + Penalty 2621.619484 = -289567.724190
  nChanged 4
		SP:Iteration 19Q (9997.040000 sec): 3 clusters
  Score: Raw -292190.310296 + Penalty 2621.619484 = -289568.690812
  nChanged 4
		SP:Iteration 20F (9997.050000 sec): 3 clusters
  Score: Raw -292192.184248 + Penalty 2621.619484 = -289570.564764
  nChanged 4
		SP:Iteration 21Q (9997.050000 sec): 3 clusters
  Score: Raw -292193.891691 + Penalty 2621.619484 = -289572.272206
  nChanged 6
		SP:Iteration 22Q (9997.060000 sec): 3 clusters
  Score: Raw -292196.382109 + Penalty 2621.619484 = -289574.762625
  nChanged 4
		SP:Iteration 23Q (9997.070000 sec): 3 clusters
  Score: Raw -292198.539859 + Penalty 2621.619484 = -289576.920375
  nChanged 2
		SP:Iteration 24Q (9997.070000 sec): 3 clusters
  Score: Raw -292198.851858 + Penalty 2621.619484 = -289577.232373
  nChanged 0
		SP:Iteration 25F (9997.080000 sec): 3 clusters
  Score: Raw -292198.851858 + Penalty 2621.619484 = -289577.232373
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 49 (68496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9997.260000 sec): 2 clusters
  Score: Raw -7007416.577001 + Penalty 1809.361227 = -7005607.215774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9997.430000 sec): 3 clusters
  Score: Raw -6963316.966964 + Penalty 3618.722454 = -6959698.244510
  nChanged 32722
		SP:Iteration 1F (9997.590000 sec): 3 clusters
  Score: Raw -6982087.419122 + Penalty 3618.722454 = -6978468.696668
  nChanged 2593
		SP:Iteration 2Q (9997.760000 sec): 3 clusters
  Score: Raw -6982806.537634 + Penalty 3618.722454 = -6979187.815180
  nChanged 2747
		SP:Iteration 3Q (9997.930000 sec): 3 clusters
  Score: Raw -6983700.785405 + Penalty 3618.722454 = -6980082.062951
  nChanged 3182
		SP:Iteration 4Q (9998.100000 sec): 3 clusters
  Score: Raw -6984857.379882 + Penalty 3618.722454 = -6981238.657427
  nChanged 3443
		SP:Iteration 5F (9998.270000 sec): 3 clusters
  Score: Raw -6986301.146346 + Penalty 3618.722454 = -6982682.423892
  nChanged 3748
		SP:Iteration 6F (9998.430000 sec): 3 clusters
  Score: Raw -6988127.168252 + Penalty 3618.722454 = -6984508.445797
  nChanged 4125
		SP:Iteration 7F (9998.600000 sec): 3 clusters
  Score: Raw -6990323.246170 + Penalty 3618.722454 = -6986704.523716
  nChanged 4113
		SP:Iteration 8F (9998.760000 sec): 3 clusters
  Score: Raw -6992602.699608 + Penalty 3618.722454 = -6988983.977154
  nChanged 3810
		SP:Iteration 9F (9998.930000 sec): 3 clusters
  Score: Raw -6994806.027484 + Penalty 3618.722454 = -6991187.305030
  nChanged 3435
		SP:Iteration 10F (9999.090000 sec): 3 clusters
  Score: Raw -6996905.286810 + Penalty 3618.722454 = -6993286.564355
  nChanged 3183
		SP:Iteration 11Q (9999.260000 sec): 3 clusters
  Score: Raw -6999086.559461 + Penalty 3618.722454 = -6995467.837007
  nChanged 3017
		SP:Iteration 12Q (9999.430000 sec): 3 clusters
  Score: Raw -7001461.068504 + Penalty 3618.722454 = -6997842.346050
  nChanged 2709
		SP:Iteration 13Q (9999.590000 sec): 3 clusters
  Score: Raw -7003940.980349 + Penalty 3618.722454 = -7000322.257895
  nChanged 1938
		SP:Iteration 14Q (9999.760000 sec): 3 clusters
  Score: Raw -7005761.293799 + Penalty 3618.722454 = -7002142.571345
  nChanged 1094
		SP:Iteration 15Q (9999.910000 sec): 3 clusters
  Score: Raw -7006755.310921 + Penalty 3618.722454 = -7003136.588467
  nChanged 509
		SP:Iteration 16Q (10000.050000 sec): 3 clusters
  Score: Raw -7007215.439446 + Penalty 3618.722454 = -7003596.716992
  nChanged 194
		SP:Iteration 17Q (10000.170000 sec): 3 clusters
  Score: Raw -7007395.765823 + Penalty 3618.722454 = -7003777.043368
  nChanged 92
		SP:Iteration 18Q (10000.290000 sec): 3 clusters
  Score: Raw -7007507.648738 + Penalty 3618.722454 = -7003888.926284
  nChanged 45
		SP:Iteration 19Q (10000.400000 sec): 3 clusters
  Score: Raw -7007559.502752 + Penalty 3618.722454 = -7003940.780298
  nChanged 25
		SP:Iteration 20F (10000.560000 sec): 3 clusters
  Score: Raw -7007587.444074 + Penalty 3618.722454 = -7003968.721620
  nChanged 18
		SP:Iteration 21Q (10000.670000 sec): 3 clusters
  Score: Raw -7007606.717161 + Penalty 3618.722454 = -7003987.994707
  nChanged 9
		SP:Iteration 22Q (10000.790000 sec): 3 clusters
  Score: Raw -7007617.886396 + Penalty 3618.722454 = -7003999.163942
  nChanged 7
		SP:Iteration 23Q (10000.900000 sec): 3 clusters
  Score: Raw -7007625.981272 + Penalty 3618.722454 = -7004007.258818
  nChanged 8
		SP:Iteration 24Q (10001.010000 sec): 3 clusters
  Score: Raw -7007636.310457 + Penalty 3618.722454 = -7004017.588003
  nChanged 5
		SP:Iteration 25Q (10001.120000 sec): 3 clusters
  Score: Raw -7007641.765447 + Penalty 3618.722454 = -7004023.042993
  nChanged 3
		SP:Iteration 26Q (10001.230000 sec): 3 clusters
  Score: Raw -7007644.284613 + Penalty 3618.722454 = -7004025.562159
  nChanged 2
		SP:Iteration 27Q (10001.340000 sec): 3 clusters
  Score: Raw -7007646.432226 + Penalty 3618.722454 = -7004027.709771
  nChanged 2
		SP:Iteration 28Q (10001.450000 sec): 3 clusters
  Score: Raw -7007648.063666 + Penalty 3618.722454 = -7004029.341212
  nChanged 0
		SP:Iteration 29F (10001.610000 sec): 3 clusters
  Score: Raw -7007648.063666 + Penalty 3618.722454 = -7004029.341212
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 50 (1678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10001.650000 sec): 2 clusters
  Score: Raw -133511.540065 + Penalty 1206.620657 = -132304.919408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10001.650000 sec): 3 clusters
  Score: Raw -132842.437873 + Penalty 2413.241313 = -130429.196560
  nChanged 578
		SP:Iteration 1F (10001.660000 sec): 3 clusters
  Score: Raw -133335.865297 + Penalty 2413.241313 = -130922.623984
  nChanged 147
		SP:Iteration 2F (10001.660000 sec): 3 clusters
  Score: Raw -133514.855011 + Penalty 2413.241313 = -131101.613698
  nChanged 113
		SP:Iteration 3F (10001.670000 sec): 3 clusters
  Score: Raw -133652.182038 + Penalty 2413.241313 = -131238.940725
  nChanged 96
		SP:Iteration 4F (10001.670000 sec): 3 clusters
  Score: Raw -133762.289226 + Penalty 2413.241313 = -131349.047913
  nChanged 73
		SP:Iteration 5Q (10001.670000 sec): 3 clusters
  Score: Raw -133855.848871 + Penalty 2413.241313 = -131442.607558
  nChanged 72
		SP:Iteration 6Q (10001.680000 sec): 3 clusters
  Score: Raw -133942.160968 + Penalty 2413.241313 = -131528.919655
  nChanged 55
		SP:Iteration 7Q (10001.680000 sec): 3 clusters
  Score: Raw -133995.947813 + Penalty 2413.241313 = -131582.706500
  nChanged 46
		SP:Iteration 8Q (10001.690000 sec): 3 clusters
  Score: Raw -134039.392687 + Penalty 2413.241313 = -131626.151373
  nChanged 36
		SP:Iteration 9Q (10001.690000 sec): 3 clusters
  Score: Raw -134078.314246 + Penalty 2413.241313 = -131665.072933
  nChanged 34
		SP:Iteration 10Q (10001.690000 sec): 3 clusters
  Score: Raw -134106.475131 + Penalty 2413.241313 = -131693.233818
  nChanged 21
		SP:Iteration 11Q (10001.690000 sec): 3 clusters
  Score: Raw -134120.017156 + Penalty 2413.241313 = -131706.775843
  nChanged 13
		SP:Iteration 12Q (10001.700000 sec): 3 clusters
  Score: Raw -134127.976903 + Penalty 2413.241313 = -131714.735590
  nChanged 7
		SP:Iteration 13Q (10001.700000 sec): 3 clusters
  Score: Raw -134134.154574 + Penalty 2413.241313 = -131720.913260
  nChanged 7
		SP:Iteration 14Q (10001.710000 sec): 3 clusters
  Score: Raw -134139.406034 + Penalty 2413.241313 = -131726.164721
  nChanged 7
		SP:Iteration 15Q (10001.710000 sec): 3 clusters
  Score: Raw -134144.994946 + Penalty 2413.241313 = -131731.753632
  nChanged 8
		SP:Iteration 16Q (10001.710000 sec): 3 clusters
  Score: Raw -134153.157830 + Penalty 2413.241313 = -131739.916517
  nChanged 13
		SP:Iteration 17Q (10001.720000 sec): 3 clusters
  Score: Raw -134164.619685 + Penalty 2413.241313 = -131751.378372
  nChanged 6
		SP:Iteration 18Q (10001.720000 sec): 3 clusters
  Score: Raw -134169.680496 + Penalty 2413.241313 = -131756.439183
  nChanged 5
		SP:Iteration 19Q (10001.720000 sec): 3 clusters
  Score: Raw -134173.402192 + Penalty 2413.241313 = -131760.160879
  nChanged 3
		SP:Iteration 20F (10001.730000 sec): 3 clusters
  Score: Raw -134174.398779 + Penalty 2413.241313 = -131761.157465
  nChanged 1
		SP:Iteration 21Q (10001.730000 sec): 3 clusters
  Score: Raw -134174.808343 + Penalty 2413.241313 = -131761.567030
  nChanged 1
		SP:Iteration 22Q (10001.730000 sec): 3 clusters
  Score: Raw -134175.218756 + Penalty 2413.241313 = -131761.977442
  nChanged 0
		SP:Iteration 23F (10001.740000 sec): 3 clusters
  Score: Raw -134175.218756 + Penalty 2413.241313 = -131761.977442
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 51 (2666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10001.750000 sec): 2 clusters
  Score: Raw -244031.417446 + Penalty 1281.854356 = -242749.563089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10001.750000 sec): 3 clusters
  Score: Raw -242815.187369 + Penalty 2563.708713 = -240251.478656
  nChanged 1002
		SP:Iteration 1F (10001.760000 sec): 3 clusters
  Score: Raw -243431.970428 + Penalty 2563.708713 = -240868.261716
  nChanged 212
		SP:Iteration 2F (10001.770000 sec): 3 clusters
  Score: Raw -243611.680589 + Penalty 2563.708713 = -241047.971876
  nChanged 171
		SP:Iteration 3F (10001.770000 sec): 3 clusters
  Score: Raw -243786.581258 + Penalty 2563.708713 = -241222.872545
  nChanged 167
		SP:Iteration 4F (10001.780000 sec): 3 clusters
  Score: Raw -243941.729359 + Penalty 2563.708713 = -241378.020646
  nChanged 142
		SP:Iteration 5F (10001.780000 sec): 3 clusters
  Score: Raw -244099.080907 + Penalty 2563.708713 = -241535.372195
  nChanged 142
		SP:Iteration 6F (10001.790000 sec): 3 clusters
  Score: Raw -244268.060207 + Penalty 2563.708713 = -241704.351494
  nChanged 133
		SP:Iteration 7Q (10001.790000 sec): 3 clusters
  Score: Raw -244418.906394 + Penalty 2563.708713 = -241855.197681
  nChanged 109
		SP:Iteration 8Q (10001.800000 sec): 3 clusters
  Score: Raw -244523.901637 + Penalty 2563.708713 = -241960.192924
  nChanged 90
		SP:Iteration 9Q (10001.810000 sec): 3 clusters
  Score: Raw -244616.406330 + Penalty 2563.708713 = -242052.697617
  nChanged 72
		SP:Iteration 10Q (10001.810000 sec): 3 clusters
  Score: Raw -244672.337264 + Penalty 2563.708713 = -242108.628551
  nChanged 50
		SP:Iteration 11Q (10001.820000 sec): 3 clusters
  Score: Raw -244707.420865 + Penalty 2563.708713 = -242143.712153
  nChanged 36
		SP:Iteration 12Q (10001.830000 sec): 3 clusters
  Score: Raw -244742.869020 + Penalty 2563.708713 = -242179.160307
  nChanged 33
		SP:Iteration 13Q (10001.830000 sec): 3 clusters
  Score: Raw -244770.124519 + Penalty 2563.708713 = -242206.415807
  nChanged 30
		SP:Iteration 14Q (10001.830000 sec): 3 clusters
  Score: Raw -244788.753416 + Penalty 2563.708713 = -242225.044704
  nChanged 24
		SP:Iteration 15Q (10001.840000 sec): 3 clusters
  Score: Raw -244801.242569 + Penalty 2563.708713 = -242237.533856
  nChanged 19
		SP:Iteration 16Q (10001.850000 sec): 3 clusters
  Score: Raw -244812.161627 + Penalty 2563.708713 = -242248.452914
  nChanged 16
		SP:Iteration 17Q (10001.850000 sec): 3 clusters
  Score: Raw -244820.147452 + Penalty 2563.708713 = -242256.438739
  nChanged 12
		SP:Iteration 18Q (10001.860000 sec): 3 clusters
  Score: Raw -244827.010884 + Penalty 2563.708713 = -242263.302171
  nChanged 12
		SP:Iteration 19Q (10001.860000 sec): 3 clusters
  Score: Raw -244833.764736 + Penalty 2563.708713 = -242270.056023
  nChanged 11
		SP:Iteration 20F (10001.870000 sec): 3 clusters
  Score: Raw -244843.117791 + Penalty 2563.708713 = -242279.409078
  nChanged 19
		SP:Iteration 21Q (10001.870000 sec): 3 clusters
  Score: Raw -244854.009676 + Penalty 2563.708713 = -242290.300963
  nChanged 18
		SP:Iteration 22Q (10001.880000 sec): 3 clusters
  Score: Raw -244862.788768 + Penalty 2563.708713 = -242299.080055
  nChanged 15
		SP:Iteration 23Q (10001.890000 sec): 3 clusters
  Score: Raw -244870.254684 + Penalty 2563.708713 = -242306.545972
  nChanged 17
		SP:Iteration 24Q (10001.890000 sec): 3 clusters
  Score: Raw -244878.179873 + Penalty 2563.708713 = -242314.471160
  nChanged 14
		SP:Iteration 25Q (10001.890000 sec): 3 clusters
  Score: Raw -244884.112287 + Penalty 2563.708713 = -242320.403575
  nChanged 5
		SP:Iteration 26Q (10001.900000 sec): 3 clusters
  Score: Raw -244885.950065 + Penalty 2563.708713 = -242322.241352
  nChanged 1
		SP:Iteration 27Q (10001.910000 sec): 3 clusters
  Score: Raw -244887.023812 + Penalty 2563.708713 = -242323.315100
  nChanged 4
		SP:Iteration 28Q (10001.910000 sec): 3 clusters
  Score: Raw -244889.309117 + Penalty 2563.708713 = -242325.600404
  nChanged 1
		SP:Iteration 29Q (10001.920000 sec): 3 clusters
  Score: Raw -244889.775927 + Penalty 2563.708713 = -242326.067214
  nChanged 0
		SP:Iteration 30F (10001.920000 sec): 3 clusters
  Score: Raw -244889.775927 + Penalty 2563.708713 = -242326.067214
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 52 (5509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10001.940000 sec): 2 clusters
  Score: Raw -533751.866656 + Penalty 1399.797490 = -532352.069166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10001.950000 sec): 3 clusters
  Score: Raw -530912.740380 + Penalty 2799.594979 = -528113.145401
  nChanged 2205
		SP:Iteration 1F (10001.960000 sec): 3 clusters
  Score: Raw -532120.794626 + Penalty 2799.594979 = -529321.199646
  nChanged 369
		SP:Iteration 2F (10001.980000 sec): 3 clusters
  Score: Raw -532327.756151 + Penalty 2799.594979 = -529528.161172
  nChanged 322
		SP:Iteration 3F (10001.990000 sec): 3 clusters
  Score: Raw -532508.970520 + Penalty 2799.594979 = -529709.375540
  nChanged 268
		SP:Iteration 4Q (10002.000000 sec): 3 clusters
  Score: Raw -532656.103670 + Penalty 2799.594979 = -529856.508691
  nChanged 237
		SP:Iteration 5Q (10002.010000 sec): 3 clusters
  Score: Raw -532794.288944 + Penalty 2799.594979 = -529994.693965
  nChanged 211
		SP:Iteration 6Q (10002.030000 sec): 3 clusters
  Score: Raw -532906.798663 + Penalty 2799.594979 = -530107.203684
  nChanged 194
		SP:Iteration 7Q (10002.040000 sec): 3 clusters
  Score: Raw -533009.822000 + Penalty 2799.594979 = -530210.227021
  nChanged 178
		SP:Iteration 8Q (10002.050000 sec): 3 clusters
  Score: Raw -533125.560616 + Penalty 2799.594979 = -530325.965637
  nChanged 208
		SP:Iteration 9Q (10002.070000 sec): 3 clusters
  Score: Raw -533252.572969 + Penalty 2799.594979 = -530452.977990
  nChanged 205
		SP:Iteration 10Q (10002.080000 sec): 3 clusters
  Score: Raw -533417.534080 + Penalty 2799.594979 = -530617.939101
  nChanged 201
		SP:Iteration 11Q (10002.090000 sec): 3 clusters
  Score: Raw -533561.537741 + Penalty 2799.594979 = -530761.942762
  nChanged 187
		SP:Iteration 12Q (10002.100000 sec): 3 clusters
  Score: Raw -533656.756492 + Penalty 2799.594979 = -530857.161513
  nChanged 126
		SP:Iteration 13Q (10002.110000 sec): 3 clusters
  Score: Raw -533705.409033 + Penalty 2799.594979 = -530905.814054
  nChanged 82
		SP:Iteration 14Q (10002.130000 sec): 3 clusters
  Score: Raw -533735.843959 + Penalty 2799.594979 = -530936.248980
  nChanged 54
		SP:Iteration 15Q (10002.140000 sec): 3 clusters
  Score: Raw -533753.540869 + Penalty 2799.594979 = -530953.945890
  nChanged 44
		SP:Iteration 16Q (10002.150000 sec): 3 clusters
  Score: Raw -533766.325115 + Penalty 2799.594979 = -530966.730136
  nChanged 39
		SP:Iteration 17Q (10002.160000 sec): 3 clusters
  Score: Raw -533776.494322 + Penalty 2799.594979 = -530976.899343
  nChanged 42
		SP:Iteration 18Q (10002.170000 sec): 3 clusters
  Score: Raw -533788.342454 + Penalty 2799.594979 = -530988.747475
  nChanged 35
		SP:Iteration 19Q (10002.190000 sec): 3 clusters
  Score: Raw -533798.012615 + Penalty 2799.594979 = -530998.417635
  nChanged 22
		SP:Iteration 20F (10002.200000 sec): 3 clusters
  Score: Raw -533802.228267 + Penalty 2799.594979 = -531002.633288
  nChanged 12
		SP:Iteration 21Q (10002.210000 sec): 3 clusters
  Score: Raw -533804.875960 + Penalty 2799.594979 = -531005.280981
  nChanged 19
		SP:Iteration 22Q (10002.220000 sec): 3 clusters
  Score: Raw -533808.096827 + Penalty 2799.594979 = -531008.501848
  nChanged 12
		SP:Iteration 23Q (10002.230000 sec): 3 clusters
  Score: Raw -533809.978604 + Penalty 2799.594979 = -531010.383625
  nChanged 10
		SP:Iteration 24Q (10002.250000 sec): 3 clusters
  Score: Raw -533811.493043 + Penalty 2799.594979 = -531011.898064
  nChanged 12
		SP:Iteration 25Q (10002.260000 sec): 3 clusters
  Score: Raw -533813.556995 + Penalty 2799.594979 = -531013.962016
  nChanged 11
		SP:Iteration 26Q (10002.270000 sec): 3 clusters
  Score: Raw -533816.444580 + Penalty 2799.594979 = -531016.849600
  nChanged 18
		SP:Iteration 27Q (10002.280000 sec): 3 clusters
  Score: Raw -533819.607528 + Penalty 2799.594979 = -531020.012548
  nChanged 11
		SP:Iteration 28Q (10002.290000 sec): 3 clusters
  Score: Raw -533821.769922 + Penalty 2799.594979 = -531022.174943
  nChanged 6
		SP:Iteration 29Q (10002.310000 sec): 3 clusters
  Score: Raw -533822.337887 + Penalty 2799.594979 = -531022.742908
  nChanged 1
		SP:Iteration 30Q (10002.310000 sec): 3 clusters
  Score: Raw -533822.456383 + Penalty 2799.594979 = -531022.861404
  nChanged 1
		SP:Iteration 31Q (10002.330000 sec): 3 clusters
  Score: Raw -533822.688734 + Penalty 2799.594979 = -531023.093755
  nChanged 3
		SP:Iteration 32Q (10002.340000 sec): 3 clusters
  Score: Raw -533823.295318 + Penalty 2799.594979 = -531023.700339
  nChanged 5
		SP:Iteration 33Q (10002.350000 sec): 3 clusters
  Score: Raw -533824.290071 + Penalty 2799.594979 = -531024.695092
  nChanged 9
		SP:Iteration 34Q (10002.360000 sec): 3 clusters
  Score: Raw -533825.609273 + Penalty 2799.594979 = -531026.014294
  nChanged 3
		SP:Iteration 35Q (10002.370000 sec): 3 clusters
  Score: Raw -533826.152100 + Penalty 2799.594979 = -531026.557121
  nChanged 5
		SP:Iteration 36Q (10002.390000 sec): 3 clusters
  Score: Raw -533826.975220 + Penalty 2799.594979 = -531027.380241
  nChanged 7
		SP:Iteration 37Q (10002.400000 sec): 3 clusters
  Score: Raw -533827.810447 + Penalty 2799.594979 = -531028.215468
  nChanged 4
		SP:Iteration 38Q (10002.410000 sec): 3 clusters
  Score: Raw -533828.224839 + Penalty 2799.594979 = -531028.629860
  nChanged 2
		SP:Iteration 39Q (10002.420000 sec): 3 clusters
  Score: Raw -533828.501622 + Penalty 2799.594979 = -531028.906643
  nChanged 4
		SP:Iteration 40F (10002.430000 sec): 3 clusters
  Score: Raw -533828.943853 + Penalty 2799.594979 = -531029.348874
  nChanged 2
		SP:Iteration 41Q (10002.450000 sec): 3 clusters
  Score: Raw -533829.036683 + Penalty 2799.594979 = -531029.441704
  nChanged 0
		SP:Iteration 42F (10002.460000 sec): 3 clusters
  Score: Raw -533829.036683 + Penalty 2799.594979 = -531029.441704
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 53 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10002.470000 sec): 2 clusters
  Score: Raw -463964.980725 + Penalty 1369.253241 = -462595.727484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10002.480000 sec): 3 clusters
  Score: Raw -461595.002505 + Penalty 2738.506483 = -458856.496023
  nChanged 1881
		SP:Iteration 1F (10002.490000 sec): 3 clusters
  Score: Raw -462614.054471 + Penalty 2738.506483 = -459875.547988
  nChanged 311
		SP:Iteration 2F (10002.500000 sec): 3 clusters
  Score: Raw -462758.342236 + Penalty 2738.506483 = -460019.835754
  nChanged 224
		SP:Iteration 3Q (10002.510000 sec): 3 clusters
  Score: Raw -462854.547228 + Penalty 2738.506483 = -460116.040745
  nChanged 162
		SP:Iteration 4Q (10002.530000 sec): 3 clusters
  Score: Raw -462921.417931 + Penalty 2738.506483 = -460182.911448
  nChanged 122
		SP:Iteration 5Q (10002.530000 sec): 3 clusters
  Score: Raw -462968.111609 + Penalty 2738.506483 = -460229.605126
  nChanged 111
		SP:Iteration 6Q (10002.550000 sec): 3 clusters
  Score: Raw -463006.150396 + Penalty 2738.506483 = -460267.643913
  nChanged 101
		SP:Iteration 7Q (10002.560000 sec): 3 clusters
  Score: Raw -463040.127273 + Penalty 2738.506483 = -460301.620790
  nChanged 96
		SP:Iteration 8Q (10002.570000 sec): 3 clusters
  Score: Raw -463072.453717 + Penalty 2738.506483 = -460333.947235
  nChanged 89
		SP:Iteration 9Q (10002.580000 sec): 3 clusters
  Score: Raw -463100.141217 + Penalty 2738.506483 = -460361.634735
  nChanged 91
		SP:Iteration 10Q (10002.590000 sec): 3 clusters
  Score: Raw -463137.398885 + Penalty 2738.506483 = -460398.892402
  nChanged 107
		SP:Iteration 11Q (10002.600000 sec): 3 clusters
  Score: Raw -463178.672284 + Penalty 2738.506483 = -460440.165801
  nChanged 96
		SP:Iteration 12Q (10002.610000 sec): 3 clusters
  Score: Raw -463218.092942 + Penalty 2738.506483 = -460479.586459
  nChanged 93
		SP:Iteration 13Q (10002.620000 sec): 3 clusters
  Score: Raw -463256.283297 + Penalty 2738.506483 = -460517.776815
  nChanged 100
		SP:Iteration 14Q (10002.630000 sec): 3 clusters
  Score: Raw -463296.534454 + Penalty 2738.506483 = -460558.027972
  nChanged 111
		SP:Iteration 15Q (10002.640000 sec): 3 clusters
  Score: Raw -463349.309889 + Penalty 2738.506483 = -460610.803406
  nChanged 114
		SP:Iteration 16Q (10002.650000 sec): 3 clusters
  Score: Raw -463415.479339 + Penalty 2738.506483 = -460676.972857
  nChanged 110
		SP:Iteration 17Q (10002.660000 sec): 3 clusters
  Score: Raw -463480.992468 + Penalty 2738.506483 = -460742.485985
  nChanged 110
		SP:Iteration 18Q (10002.670000 sec): 3 clusters
  Score: Raw -463549.246987 + Penalty 2738.506483 = -460810.740504
  nChanged 108
		SP:Iteration 19Q (10002.680000 sec): 3 clusters
  Score: Raw -463624.416661 + Penalty 2738.506483 = -460885.910178
  nChanged 110
		SP:Iteration 20F (10002.690000 sec): 3 clusters
  Score: Raw -463706.060355 + Penalty 2738.506483 = -460967.553872
  nChanged 96
		SP:Iteration 21Q (10002.700000 sec): 3 clusters
  Score: Raw -463775.788287 + Penalty 2738.506483 = -461037.281805
  nChanged 68
		SP:Iteration 22Q (10002.710000 sec): 3 clusters
  Score: Raw -463833.705052 + Penalty 2738.506483 = -461095.198569
  nChanged 58
		SP:Iteration 23Q (10002.720000 sec): 3 clusters
  Score: Raw -463879.102088 + Penalty 2738.506483 = -461140.595605
  nChanged 54
		SP:Iteration 24Q (10002.730000 sec): 3 clusters
  Score: Raw -463921.547575 + Penalty 2738.506483 = -461183.041092
  nChanged 48
		SP:Iteration 25Q (10002.740000 sec): 3 clusters
  Score: Raw -463963.227869 + Penalty 2738.506483 = -461224.721387
  nChanged 36
		SP:Iteration 26Q (10002.750000 sec): 3 clusters
  Score: Raw -463997.513767 + Penalty 2738.506483 = -461259.007284
  nChanged 28
		SP:Iteration 27Q (10002.760000 sec): 3 clusters
  Score: Raw -464019.230712 + Penalty 2738.506483 = -461280.724229
  nChanged 19
		SP:Iteration 28Q (10002.770000 sec): 3 clusters
  Score: Raw -464034.417926 + Penalty 2738.506483 = -461295.911444
  nChanged 21
		SP:Iteration 29Q (10002.780000 sec): 3 clusters
  Score: Raw -464054.950184 + Penalty 2738.506483 = -461316.443701
  nChanged 20
		SP:Iteration 30Q (10002.790000 sec): 3 clusters
  Score: Raw -464079.087400 + Penalty 2738.506483 = -461340.580918
  nChanged 15
		SP:Iteration 31Q (10002.800000 sec): 3 clusters
  Score: Raw -464095.438545 + Penalty 2738.506483 = -461356.932062
  nChanged 11
		SP:Iteration 32Q (10002.810000 sec): 3 clusters
  Score: Raw -464104.925231 + Penalty 2738.506483 = -461366.418748
  nChanged 8
		SP:Iteration 33Q (10002.810000 sec): 3 clusters
  Score: Raw -464113.085178 + Penalty 2738.506483 = -461374.578695
  nChanged 6
		SP:Iteration 34Q (10002.820000 sec): 3 clusters
  Score: Raw -464117.595761 + Penalty 2738.506483 = -461379.089278
  nChanged 6
		SP:Iteration 35Q (10002.830000 sec): 3 clusters
  Score: Raw -464122.687477 + Penalty 2738.506483 = -461384.180994
  nChanged 5
		SP:Iteration 36Q (10002.840000 sec): 3 clusters
  Score: Raw -464127.460825 + Penalty 2738.506483 = -461388.954343
  nChanged 4
		SP:Iteration 37Q (10002.850000 sec): 3 clusters
  Score: Raw -464131.659776 + Penalty 2738.506483 = -461393.153293
  nChanged 2
		SP:Iteration 38Q (10002.860000 sec): 3 clusters
  Score: Raw -464135.255147 + Penalty 2738.506483 = -461396.748664
  nChanged 2
		SP:Iteration 39Q (10002.870000 sec): 3 clusters
  Score: Raw -464137.813464 + Penalty 2738.506483 = -461399.306981
  nChanged 2
		SP:Iteration 40F (10002.880000 sec): 3 clusters
  Score: Raw -464140.085326 + Penalty 2738.506483 = -461401.578843
  nChanged 2
		SP:Iteration 41Q (10002.890000 sec): 3 clusters
  Score: Raw -464141.225103 + Penalty 2738.506483 = -461402.718620
  nChanged 0
		SP:Iteration 42F (10002.890000 sec): 3 clusters
  Score: Raw -464141.225103 + Penalty 2738.506483 = -461402.718620
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 54 (9024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10002.920000 sec): 2 clusters
  Score: Raw -897614.491963 + Penalty 1479.991983 = -896134.499980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10002.940000 sec): 3 clusters
  Score: Raw -892616.946905 + Penalty 2959.983966 = -889656.962938
  nChanged 3882
		SP:Iteration 1F (10002.960000 sec): 3 clusters
  Score: Raw -894720.456240 + Penalty 2959.983966 = -891760.472274
  nChanged 571
		SP:Iteration 2F (10002.980000 sec): 3 clusters
  Score: Raw -894978.154277 + Penalty 2959.983966 = -892018.170310
  nChanged 435
		SP:Iteration 3Q (10003.000000 sec): 3 clusters
  Score: Raw -895154.871702 + Penalty 2959.983966 = -892194.887736
  nChanged 349
		SP:Iteration 4Q (10003.020000 sec): 3 clusters
  Score: Raw -895294.090790 + Penalty 2959.983966 = -892334.106824
  nChanged 372
		SP:Iteration 5Q (10003.040000 sec): 3 clusters
  Score: Raw -895445.392900 + Penalty 2959.983966 = -892485.408934
  nChanged 346
		SP:Iteration 6Q (10003.070000 sec): 3 clusters
  Score: Raw -895603.632439 + Penalty 2959.983966 = -892643.648472
  nChanged 377
		SP:Iteration 7Q (10003.090000 sec): 3 clusters
  Score: Raw -895780.653780 + Penalty 2959.983966 = -892820.669814
  nChanged 401
		SP:Iteration 8Q (10003.110000 sec): 3 clusters
  Score: Raw -895972.263163 + Penalty 2959.983966 = -893012.279197
  nChanged 393
		SP:Iteration 9Q (10003.130000 sec): 3 clusters
  Score: Raw -896172.387870 + Penalty 2959.983966 = -893212.403904
  nChanged 376
		SP:Iteration 10Q (10003.150000 sec): 3 clusters
  Score: Raw -896365.933630 + Penalty 2959.983966 = -893405.949664
  nChanged 331
		SP:Iteration 11Q (10003.170000 sec): 3 clusters
  Score: Raw -896519.191324 + Penalty 2959.983966 = -893559.207358
  nChanged 281
		SP:Iteration 12Q (10003.190000 sec): 3 clusters
  Score: Raw -896649.827356 + Penalty 2959.983966 = -893689.843389
  nChanged 248
		SP:Iteration 13Q (10003.210000 sec): 3 clusters
  Score: Raw -896758.704716 + Penalty 2959.983966 = -893798.720749
  nChanged 216
		SP:Iteration 14Q (10003.230000 sec): 3 clusters
  Score: Raw -896858.324185 + Penalty 2959.983966 = -893898.340219
  nChanged 202
		SP:Iteration 15Q (10003.250000 sec): 3 clusters
  Score: Raw -896954.252695 + Penalty 2959.983966 = -893994.268729
  nChanged 203
		SP:Iteration 16Q (10003.270000 sec): 3 clusters
  Score: Raw -897053.184966 + Penalty 2959.983966 = -894093.200999
  nChanged 173
		SP:Iteration 17Q (10003.290000 sec): 3 clusters
  Score: Raw -897139.697982 + Penalty 2959.983966 = -894179.714016
  nChanged 175
		SP:Iteration 18Q (10003.310000 sec): 3 clusters
  Score: Raw -897228.489906 + Penalty 2959.983966 = -894268.505939
  nChanged 151
		SP:Iteration 19Q (10003.330000 sec): 3 clusters
  Score: Raw -897309.349685 + Penalty 2959.983966 = -894349.365719
  nChanged 139
		SP:Iteration 20F (10003.350000 sec): 3 clusters
  Score: Raw -897380.088507 + Penalty 2959.983966 = -894420.104541
  nChanged 107
		SP:Iteration 21Q (10003.370000 sec): 3 clusters
  Score: Raw -897429.750222 + Penalty 2959.983966 = -894469.766256
  nChanged 96
		SP:Iteration 22Q (10003.390000 sec): 3 clusters
  Score: Raw -897477.288837 + Penalty 2959.983966 = -894517.304871
  nChanged 77
		SP:Iteration 23Q (10003.410000 sec): 3 clusters
  Score: Raw -897511.144034 + Penalty 2959.983966 = -894551.160067
  nChanged 59
		SP:Iteration 24Q (10003.430000 sec): 3 clusters
  Score: Raw -897541.022812 + Penalty 2959.983966 = -894581.038846
  nChanged 53
		SP:Iteration 25Q (10003.450000 sec): 3 clusters
  Score: Raw -897570.321708 + Penalty 2959.983966 = -894610.337742
  nChanged 53
		SP:Iteration 26Q (10003.480000 sec): 3 clusters
  Score: Raw -897597.351248 + Penalty 2959.983966 = -894637.367281
  nChanged 39
		SP:Iteration 27Q (10003.490000 sec): 3 clusters
  Score: Raw -897612.787959 + Penalty 2959.983966 = -894652.803993
  nChanged 34
		SP:Iteration 28Q (10003.510000 sec): 3 clusters
  Score: Raw -897627.997287 + Penalty 2959.983966 = -894668.013321
  nChanged 27
		SP:Iteration 29Q (10003.530000 sec): 3 clusters
  Score: Raw -897642.812566 + Penalty 2959.983966 = -894682.828599
  nChanged 27
		SP:Iteration 30Q (10003.550000 sec): 3 clusters
  Score: Raw -897657.059413 + Penalty 2959.983966 = -894697.075447
  nChanged 26
		SP:Iteration 31Q (10003.570000 sec): 3 clusters
  Score: Raw -897670.635441 + Penalty 2959.983966 = -894710.651475
  nChanged 33
		SP:Iteration 32Q (10003.590000 sec): 3 clusters
  Score: Raw -897690.255041 + Penalty 2959.983966 = -894730.271075
  nChanged 26
		SP:Iteration 33Q (10003.610000 sec): 3 clusters
  Score: Raw -897711.481685 + Penalty 2959.983966 = -894751.497719
  nChanged 30
		SP:Iteration 34Q (10003.630000 sec): 3 clusters
  Score: Raw -897734.696254 + Penalty 2959.983966 = -894774.712287
  nChanged 31
		SP:Iteration 35Q (10003.650000 sec): 3 clusters
  Score: Raw -897760.316825 + Penalty 2959.983966 = -894800.332859
  nChanged 30
		SP:Iteration 36Q (10003.670000 sec): 3 clusters
  Score: Raw -897780.481926 + Penalty 2959.983966 = -894820.497959
  nChanged 18
		SP:Iteration 37Q (10003.690000 sec): 3 clusters
  Score: Raw -897790.985815 + Penalty 2959.983966 = -894831.001849
  nChanged 16
		SP:Iteration 38Q (10003.710000 sec): 3 clusters
  Score: Raw -897798.922086 + Penalty 2959.983966 = -894838.938120
  nChanged 8
		SP:Iteration 39Q (10003.720000 sec): 3 clusters
  Score: Raw -897801.994680 + Penalty 2959.983966 = -894842.010714
  nChanged 1
		SP:Iteration 40F (10003.740000 sec): 3 clusters
  Score: Raw -897802.242021 + Penalty 2959.983966 = -894842.258055
  nChanged 1
		SP:Iteration 41Q (10003.760000 sec): 3 clusters
  Score: Raw -897802.704966 + Penalty 2959.983966 = -894842.720999
  nChanged 2
		SP:Iteration 42Q (10003.780000 sec): 3 clusters
  Score: Raw -897803.690596 + Penalty 2959.983966 = -894843.706630
  nChanged 1
		SP:Iteration 43Q (10003.800000 sec): 3 clusters
  Score: Raw -897804.419750 + Penalty 2959.983966 = -894844.435783
  nChanged 2
		SP:Iteration 44Q (10003.810000 sec): 3 clusters
  Score: Raw -897805.732509 + Penalty 2959.983966 = -894845.748542
  nChanged 1
		SP:Iteration 45Q (10003.830000 sec): 3 clusters
  Score: Raw -897805.972273 + Penalty 2959.983966 = -894845.988307
  nChanged 0
		SP:Iteration 46F (10003.850000 sec): 3 clusters
  Score: Raw -897805.972273 + Penalty 2959.983966 = -894845.988307
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 55 (10576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10003.880000 sec): 2 clusters
  Score: Raw -1014902.151086 + Penalty 1505.780666 = -1013396.370420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10003.910000 sec): 3 clusters
  Score: Raw -1008970.661791 + Penalty 3011.561333 = -1005959.100458
  nChanged 4528
		SP:Iteration 1F (10003.930000 sec): 3 clusters
  Score: Raw -1011497.254383 + Penalty 3011.561333 = -1008485.693051
  nChanged 762
		SP:Iteration 2F (10003.950000 sec): 3 clusters
  Score: Raw -1011892.624682 + Penalty 3011.561333 = -1008881.063349
  nChanged 646
		SP:Iteration 3F (10003.980000 sec): 3 clusters
  Score: Raw -1012189.964744 + Penalty 3011.561333 = -1009178.403412
  nChanged 522
		SP:Iteration 4Q (10004.000000 sec): 3 clusters
  Score: Raw -1012416.189319 + Penalty 3011.561333 = -1009404.627987
  nChanged 430
		SP:Iteration 5Q (10004.030000 sec): 3 clusters
  Score: Raw -1012600.969784 + Penalty 3011.561333 = -1009589.408451
  nChanged 395
		SP:Iteration 6Q (10004.050000 sec): 3 clusters
  Score: Raw -1012745.907922 + Penalty 3011.561333 = -1009734.346589
  nChanged 352
		SP:Iteration 7Q (10004.070000 sec): 3 clusters
  Score: Raw -1012871.932426 + Penalty 3011.561333 = -1009860.371093
  nChanged 326
		SP:Iteration 8Q (10004.100000 sec): 3 clusters
  Score: Raw -1012998.809468 + Penalty 3011.561333 = -1009987.248135
  nChanged 308
		SP:Iteration 9Q (10004.120000 sec): 3 clusters
  Score: Raw -1013111.283835 + Penalty 3011.561333 = -1010099.722503
  nChanged 288
		SP:Iteration 10Q (10004.150000 sec): 3 clusters
  Score: Raw -1013203.472436 + Penalty 3011.561333 = -1010191.911103
  nChanged 255
		SP:Iteration 11Q (10004.170000 sec): 3 clusters
  Score: Raw -1013293.091904 + Penalty 3011.561333 = -1010281.530572
  nChanged 247
		SP:Iteration 12Q (10004.200000 sec): 3 clusters
  Score: Raw -1013385.102764 + Penalty 3011.561333 = -1010373.541431
  nChanged 251
		SP:Iteration 13Q (10004.220000 sec): 3 clusters
  Score: Raw -1013472.806531 + Penalty 3011.561333 = -1010461.245198
  nChanged 259
		SP:Iteration 14Q (10004.250000 sec): 3 clusters
  Score: Raw -1013566.597241 + Penalty 3011.561333 = -1010555.035909
  nChanged 238
		SP:Iteration 15Q (10004.270000 sec): 3 clusters
  Score: Raw -1013651.600593 + Penalty 3011.561333 = -1010640.039260
  nChanged 243
		SP:Iteration 16Q (10004.290000 sec): 3 clusters
  Score: Raw -1013743.937970 + Penalty 3011.561333 = -1010732.376637
  nChanged 233
		SP:Iteration 17Q (10004.320000 sec): 3 clusters
  Score: Raw -1013848.508747 + Penalty 3011.561333 = -1010836.947414
  nChanged 274
		SP:Iteration 18Q (10004.340000 sec): 3 clusters
  Score: Raw -1013979.030904 + Penalty 3011.561333 = -1010967.469572
  nChanged 282
		SP:Iteration 19Q (10004.370000 sec): 3 clusters
  Score: Raw -1014106.841988 + Penalty 3011.561333 = -1011095.280655
  nChanged 261
		SP:Iteration 20F (10004.390000 sec): 3 clusters
  Score: Raw -1014218.722929 + Penalty 3011.561333 = -1011207.161596
  nChanged 244
		SP:Iteration 21Q (10004.410000 sec): 3 clusters
  Score: Raw -1014328.662924 + Penalty 3011.561333 = -1011317.101591
  nChanged 232
		SP:Iteration 22Q (10004.430000 sec): 3 clusters
  Score: Raw -1014438.822625 + Penalty 3011.561333 = -1011427.261292
  nChanged 247
		SP:Iteration 23Q (10004.460000 sec): 3 clusters
  Score: Raw -1014577.954273 + Penalty 3011.561333 = -1011566.392940
  nChanged 235
		SP:Iteration 24Q (10004.480000 sec): 3 clusters
  Score: Raw -1014729.543684 + Penalty 3011.561333 = -1011717.982351
  nChanged 252
		SP:Iteration 25Q (10004.510000 sec): 3 clusters
  Score: Raw -1014886.326354 + Penalty 3011.561333 = -1011874.765022
  nChanged 227
		SP:Iteration 26Q (10004.530000 sec): 3 clusters
  Score: Raw -1015022.342800 + Penalty 3011.561333 = -1012010.781467
  nChanged 197
		SP:Iteration 27Q (10004.550000 sec): 3 clusters
  Score: Raw -1015128.989489 + Penalty 3011.561333 = -1012117.428156
  nChanged 165
		SP:Iteration 28Q (10004.570000 sec): 3 clusters
  Score: Raw -1015207.459196 + Penalty 3011.561333 = -1012195.897863
  nChanged 142
		SP:Iteration 29Q (10004.590000 sec): 3 clusters
  Score: Raw -1015274.160980 + Penalty 3011.561333 = -1012262.599647
  nChanged 122
		SP:Iteration 30Q (10004.620000 sec): 3 clusters
  Score: Raw -1015333.721313 + Penalty 3011.561333 = -1012322.159980
  nChanged 97
		SP:Iteration 31Q (10004.640000 sec): 3 clusters
  Score: Raw -1015382.325650 + Penalty 3011.561333 = -1012370.764317
  nChanged 89
		SP:Iteration 32Q (10004.660000 sec): 3 clusters
  Score: Raw -1015431.474301 + Penalty 3011.561333 = -1012419.912968
  nChanged 94
		SP:Iteration 33Q (10004.680000 sec): 3 clusters
  Score: Raw -1015492.499968 + Penalty 3011.561333 = -1012480.938635
  nChanged 84
		SP:Iteration 34Q (10004.700000 sec): 3 clusters
  Score: Raw -1015543.214055 + Penalty 3011.561333 = -1012531.652722
  nChanged 60
		SP:Iteration 35Q (10004.720000 sec): 3 clusters
  Score: Raw -1015576.007754 + Penalty 3011.561333 = -1012564.446421
  nChanged 41
		SP:Iteration 36Q (10004.740000 sec): 3 clusters
  Score: Raw -1015599.229555 + Penalty 3011.561333 = -1012587.668222
  nChanged 32
		SP:Iteration 37Q (10004.760000 sec): 3 clusters
  Score: Raw -1015618.808101 + Penalty 3011.561333 = -1012607.246769
  nChanged 26
		SP:Iteration 38Q (10004.780000 sec): 3 clusters
  Score: Raw -1015633.593215 + Penalty 3011.561333 = -1012622.031883
  nChanged 24
		SP:Iteration 39Q (10004.800000 sec): 3 clusters
  Score: Raw -1015648.209683 + Penalty 3011.561333 = -1012636.648350
  nChanged 21
		SP:Iteration 40F (10004.830000 sec): 3 clusters
  Score: Raw -1015658.588914 + Penalty 3011.561333 = -1012647.027581
  nChanged 16
		SP:Iteration 41Q (10004.850000 sec): 3 clusters
  Score: Raw -1015664.396738 + Penalty 3011.561333 = -1012652.835406
  nChanged 9
		SP:Iteration 42Q (10004.870000 sec): 3 clusters
  Score: Raw -1015668.162131 + Penalty 3011.561333 = -1012656.600799
  nChanged 9
		SP:Iteration 43Q (10004.880000 sec): 3 clusters
  Score: Raw -1015671.065292 + Penalty 3011.561333 = -1012659.503959
  nChanged 3
		SP:Iteration 44Q (10004.900000 sec): 3 clusters
  Score: Raw -1015671.892790 + Penalty 3011.561333 = -1012660.331458
  nChanged 2
		SP:Iteration 45Q (10004.920000 sec): 3 clusters
  Score: Raw -1015672.347778 + Penalty 3011.561333 = -1012660.786445
  nChanged 0
		SP:Iteration 46F (10004.950000 sec): 3 clusters
  Score: Raw -1015672.347778 + Penalty 3011.561333 = -1012660.786445
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 56 (1633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10004.950000 sec): 2 clusters
  Score: Raw -155403.508818 + Penalty 1202.203290 = -154201.305528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10004.960000 sec): 3 clusters
  Score: Raw -154722.047479 + Penalty 2404.406580 = -152317.640899
  nChanged 547
		SP:Iteration 1F (10004.960000 sec): 3 clusters
  Score: Raw -155093.727299 + Penalty 2404.406580 = -152689.320719
  nChanged 128
		SP:Iteration 2F (10004.970000 sec): 3 clusters
  Score: Raw -155208.578245 + Penalty 2404.406580 = -152804.171664
  nChanged 90
		SP:Iteration 3F (10004.970000 sec): 3 clusters
  Score: Raw -155294.350007 + Penalty 2404.406580 = -152889.943427
  nChanged 61
		SP:Iteration 4Q (10004.970000 sec): 3 clusters
  Score: Raw -155349.308529 + Penalty 2404.406580 = -152944.901949
  nChanged 60
		SP:Iteration 5Q (10004.980000 sec): 3 clusters
  Score: Raw -155406.687222 + Penalty 2404.406580 = -153002.280642
  nChanged 40
		SP:Iteration 6Q (10004.980000 sec): 3 clusters
  Score: Raw -155435.285740 + Penalty 2404.406580 = -153030.879160
  nChanged 28
		SP:Iteration 7Q (10004.990000 sec): 3 clusters
  Score: Raw -155460.252550 + Penalty 2404.406580 = -153055.845970
  nChanged 27
		SP:Iteration 8Q (10004.990000 sec): 3 clusters
  Score: Raw -155482.049606 + Penalty 2404.406580 = -153077.643025
  nChanged 30
		SP:Iteration 9Q (10004.990000 sec): 3 clusters
  Score: Raw -155501.628877 + Penalty 2404.406580 = -153097.222297
  nChanged 25
		SP:Iteration 10Q (10005.000000 sec): 3 clusters
  Score: Raw -155521.794905 + Penalty 2404.406580 = -153117.388324
  nChanged 19
		SP:Iteration 11Q (10005.000000 sec): 3 clusters
  Score: Raw -155543.079395 + Penalty 2404.406580 = -153138.672814
  nChanged 23
		SP:Iteration 12Q (10005.000000 sec): 3 clusters
  Score: Raw -155566.250952 + Penalty 2404.406580 = -153161.844372
  nChanged 30
		SP:Iteration 13Q (10005.010000 sec): 3 clusters
  Score: Raw -155598.801597 + Penalty 2404.406580 = -153194.395016
  nChanged 34
		SP:Iteration 14Q (10005.010000 sec): 3 clusters
  Score: Raw -155630.547715 + Penalty 2404.406580 = -153226.141135
  nChanged 31
		SP:Iteration 15Q (10005.010000 sec): 3 clusters
  Score: Raw -155659.860903 + Penalty 2404.406580 = -153255.454323
  nChanged 36
		SP:Iteration 16Q (10005.020000 sec): 3 clusters
  Score: Raw -155701.215160 + Penalty 2404.406580 = -153296.808579
  nChanged 38
		SP:Iteration 17Q (10005.020000 sec): 3 clusters
  Score: Raw -155734.760813 + Penalty 2404.406580 = -153330.354233
  nChanged 28
		SP:Iteration 18Q (10005.030000 sec): 3 clusters
  Score: Raw -155761.869707 + Penalty 2404.406580 = -153357.463127
  nChanged 29
		SP:Iteration 19Q (10005.030000 sec): 3 clusters
  Score: Raw -155788.909676 + Penalty 2404.406580 = -153384.503095
  nChanged 22
		SP:Iteration 20F (10005.030000 sec): 3 clusters
  Score: Raw -155806.991229 + Penalty 2404.406580 = -153402.584648
  nChanged 16
		SP:Iteration 21Q (10005.040000 sec): 3 clusters
  Score: Raw -155819.726765 + Penalty 2404.406580 = -153415.320185
  nChanged 12
		SP:Iteration 22Q (10005.040000 sec): 3 clusters
  Score: Raw -155834.370542 + Penalty 2404.406580 = -153429.963962
  nChanged 18
		SP:Iteration 23Q (10005.040000 sec): 3 clusters
  Score: Raw -155846.762791 + Penalty 2404.406580 = -153442.356210
  nChanged 12
		SP:Iteration 24Q (10005.050000 sec): 3 clusters
  Score: Raw -155856.669801 + Penalty 2404.406580 = -153452.263220
  nChanged 10
		SP:Iteration 25Q (10005.050000 sec): 3 clusters
  Score: Raw -155863.599689 + Penalty 2404.406580 = -153459.193109
  nChanged 5
		SP:Iteration 26Q (10005.050000 sec): 3 clusters
  Score: Raw -155865.281128 + Penalty 2404.406580 = -153460.874548
  nChanged 1
		SP:Iteration 27Q (10005.060000 sec): 3 clusters
  Score: Raw -155865.717585 + Penalty 2404.406580 = -153461.311005
  nChanged 1
		SP:Iteration 28Q (10005.060000 sec): 3 clusters
  Score: Raw -155866.397590 + Penalty 2404.406580 = -153461.991010
  nChanged 0
		SP:Iteration 29F (10005.070000 sec): 3 clusters
  Score: Raw -155866.397590 + Penalty 2404.406580 = -153461.991010
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 57 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10005.070000 sec): 2 clusters
  Score: Raw -345528.737740 + Penalty 1333.259172 = -344195.478568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10005.080000 sec): 3 clusters
  Score: Raw -343701.989450 + Penalty 2666.518344 = -341035.471106
  nChanged 1449
		SP:Iteration 1F (10005.090000 sec): 3 clusters
  Score: Raw -344535.585375 + Penalty 2666.518344 = -341869.067030
  nChanged 319
		SP:Iteration 2F (10005.100000 sec): 3 clusters
  Score: Raw -344780.041036 + Penalty 2666.518344 = -342113.522691
  nChanged 243
		SP:Iteration 3F (10005.110000 sec): 3 clusters
  Score: Raw -344934.922420 + Penalty 2666.518344 = -342268.404076
  nChanged 189
		SP:Iteration 4F (10005.120000 sec): 3 clusters
  Score: Raw -345045.951211 + Penalty 2666.518344 = -342379.432867
  nChanged 153
		SP:Iteration 5Q (10005.130000 sec): 3 clusters
  Score: Raw -345141.572248 + Penalty 2666.518344 = -342475.053903
  nChanged 145
		SP:Iteration 6Q (10005.130000 sec): 3 clusters
  Score: Raw -345237.571860 + Penalty 2666.518344 = -342571.053516
  nChanged 128
		SP:Iteration 7Q (10005.140000 sec): 3 clusters
  Score: Raw -345309.643184 + Penalty 2666.518344 = -342643.124839
  nChanged 105
		SP:Iteration 8Q (10005.150000 sec): 3 clusters
  Score: Raw -345374.808083 + Penalty 2666.518344 = -342708.289739
  nChanged 94
		SP:Iteration 9Q (10005.160000 sec): 3 clusters
  Score: Raw -345429.582439 + Penalty 2666.518344 = -342763.064095
  nChanged 79
		SP:Iteration 10Q (10005.170000 sec): 3 clusters
  Score: Raw -345463.711883 + Penalty 2666.518344 = -342797.193539
  nChanged 66
		SP:Iteration 11Q (10005.180000 sec): 3 clusters
  Score: Raw -345494.159710 + Penalty 2666.518344 = -342827.641366
  nChanged 60
		SP:Iteration 12Q (10005.190000 sec): 3 clusters
  Score: Raw -345521.988390 + Penalty 2666.518344 = -342855.470045
  nChanged 54
		SP:Iteration 13Q (10005.190000 sec): 3 clusters
  Score: Raw -345549.657597 + Penalty 2666.518344 = -342883.139253
  nChanged 54
		SP:Iteration 14Q (10005.200000 sec): 3 clusters
  Score: Raw -345573.391839 + Penalty 2666.518344 = -342906.873495
  nChanged 41
		SP:Iteration 15Q (10005.210000 sec): 3 clusters
  Score: Raw -345591.736478 + Penalty 2666.518344 = -342925.218134
  nChanged 38
		SP:Iteration 16Q (10005.220000 sec): 3 clusters
  Score: Raw -345604.889874 + Penalty 2666.518344 = -342938.371529
  nChanged 38
		SP:Iteration 17Q (10005.230000 sec): 3 clusters
  Score: Raw -345619.732278 + Penalty 2666.518344 = -342953.213934
  nChanged 24
		SP:Iteration 18Q (10005.230000 sec): 3 clusters
  Score: Raw -345628.825200 + Penalty 2666.518344 = -342962.306856
  nChanged 19
		SP:Iteration 19Q (10005.240000 sec): 3 clusters
  Score: Raw -345635.196340 + Penalty 2666.518344 = -342968.677996
  nChanged 18
		SP:Iteration 20F (10005.250000 sec): 3 clusters
  Score: Raw -345639.736239 + Penalty 2666.518344 = -342973.217894
  nChanged 14
		SP:Iteration 21Q (10005.260000 sec): 3 clusters
  Score: Raw -345643.602542 + Penalty 2666.518344 = -342977.084197
  nChanged 9
		SP:Iteration 22Q (10005.270000 sec): 3 clusters
  Score: Raw -345646.140332 + Penalty 2666.518344 = -342979.621988
  nChanged 8
		SP:Iteration 23Q (10005.270000 sec): 3 clusters
  Score: Raw -345648.779022 + Penalty 2666.518344 = -342982.260678
  nChanged 7
		SP:Iteration 24Q (10005.280000 sec): 3 clusters
  Score: Raw -345650.763677 + Penalty 2666.518344 = -342984.245333
  nChanged 6
		SP:Iteration 25Q (10005.290000 sec): 3 clusters
  Score: Raw -345652.369142 + Penalty 2666.518344 = -342985.850798
  nChanged 3
		SP:Iteration 26Q (10005.300000 sec): 3 clusters
  Score: Raw -345653.092866 + Penalty 2666.518344 = -342986.574521
  nChanged 1
		SP:Iteration 27Q (10005.310000 sec): 3 clusters
  Score: Raw -345653.387283 + Penalty 2666.518344 = -342986.868938
  nChanged 3
		SP:Iteration 28Q (10005.320000 sec): 3 clusters
  Score: Raw -345654.471417 + Penalty 2666.518344 = -342987.953072
  nChanged 4
		SP:Iteration 29Q (10005.330000 sec): 3 clusters
  Score: Raw -345655.877208 + Penalty 2666.518344 = -342989.358864
  nChanged 2
		SP:Iteration 30Q (10005.330000 sec): 3 clusters
  Score: Raw -345656.359416 + Penalty 2666.518344 = -342989.841072
  nChanged 3
		SP:Iteration 31Q (10005.340000 sec): 3 clusters
  Score: Raw -345657.107553 + Penalty 2666.518344 = -342990.589208
  nChanged 3
		SP:Iteration 32Q (10005.350000 sec): 3 clusters
  Score: Raw -345657.962326 + Penalty 2666.518344 = -342991.443981
  nChanged 2
		SP:Iteration 33Q (10005.360000 sec): 3 clusters
  Score: Raw -345658.454567 + Penalty 2666.518344 = -342991.936223
  nChanged 1
		SP:Iteration 34Q (10005.370000 sec): 3 clusters
  Score: Raw -345658.720454 + Penalty 2666.518344 = -342992.202109
  nChanged 0
		SP:Iteration 35F (10005.370000 sec): 3 clusters
  Score: Raw -345658.720454 + Penalty 2666.518344 = -342992.202109
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 58 (1324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10005.380000 sec): 2 clusters
  Score: Raw -126106.126131 + Penalty 1168.117070 = -124938.009062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10005.390000 sec): 3 clusters
  Score: Raw -125631.507397 + Penalty 2336.234139 = -123295.273258
  nChanged 408
		SP:Iteration 1F (10005.390000 sec): 3 clusters
  Score: Raw -125932.776700 + Penalty 2336.234139 = -123596.542561
  nChanged 85
		SP:Iteration 2F (10005.390000 sec): 3 clusters
  Score: Raw -126008.019357 + Penalty 2336.234139 = -123671.785217
  nChanged 59
		SP:Iteration 3Q (10005.390000 sec): 3 clusters
  Score: Raw -126062.111095 + Penalty 2336.234139 = -123725.876956
  nChanged 37
		SP:Iteration 4Q (10005.400000 sec): 3 clusters
  Score: Raw -126091.506321 + Penalty 2336.234139 = -123755.272181
  nChanged 22
		SP:Iteration 5Q (10005.400000 sec): 3 clusters
  Score: Raw -126109.963111 + Penalty 2336.234139 = -123773.728971
  nChanged 27
		SP:Iteration 6Q (10005.400000 sec): 3 clusters
  Score: Raw -126135.101079 + Penalty 2336.234139 = -123798.866940
  nChanged 27
		SP:Iteration 7Q (10005.410000 sec): 3 clusters
  Score: Raw -126158.212773 + Penalty 2336.234139 = -123821.978634
  nChanged 25
		SP:Iteration 8Q (10005.410000 sec): 3 clusters
  Score: Raw -126173.100517 + Penalty 2336.234139 = -123836.866378
  nChanged 20
		SP:Iteration 9Q (10005.410000 sec): 3 clusters
  Score: Raw -126194.434307 + Penalty 2336.234139 = -123858.200167
  nChanged 25
		SP:Iteration 10Q (10005.410000 sec): 3 clusters
  Score: Raw -126212.553386 + Penalty 2336.234139 = -123876.319246
  nChanged 17
		SP:Iteration 11Q (10005.420000 sec): 3 clusters
  Score: Raw -126222.625836 + Penalty 2336.234139 = -123886.391696
  nChanged 9
		SP:Iteration 12Q (10005.420000 sec): 3 clusters
  Score: Raw -126228.114754 + Penalty 2336.234139 = -123891.880614
  nChanged 6
		SP:Iteration 13Q (10005.420000 sec): 3 clusters
  Score: Raw -126232.870302 + Penalty 2336.234139 = -123896.636163
  nChanged 6
		SP:Iteration 14Q (10005.430000 sec): 3 clusters
  Score: Raw -126235.513431 + Penalty 2336.234139 = -123899.279292
  nChanged 3
		SP:Iteration 15Q (10005.430000 sec): 3 clusters
  Score: Raw -126236.522452 + Penalty 2336.234139 = -123900.288312
  nChanged 4
		SP:Iteration 16Q (10005.430000 sec): 3 clusters
  Score: Raw -126238.456082 + Penalty 2336.234139 = -123902.221943
  nChanged 3
		SP:Iteration 17Q (10005.430000 sec): 3 clusters
  Score: Raw -126239.643899 + Penalty 2336.234139 = -123903.409760
  nChanged 3
		SP:Iteration 18Q (10005.440000 sec): 3 clusters
  Score: Raw -126240.394791 + Penalty 2336.234139 = -123904.160652
  nChanged 1
		SP:Iteration 19Q (10005.440000 sec): 3 clusters
  Score: Raw -126240.704911 + Penalty 2336.234139 = -123904.470772
  nChanged 0
		SP:Iteration 20F (10005.450000 sec): 3 clusters
  Score: Raw -126240.704911 + Penalty 2336.234139 = -123904.470772
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 59 (9734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10005.470000 sec): 2 clusters
  Score: Raw -982361.191802 + Penalty 1492.299281 = -980868.892521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10005.490000 sec): 3 clusters
  Score: Raw -976838.401065 + Penalty 2984.598562 = -973853.802503
  nChanged 4178
		SP:Iteration 1F (10005.510000 sec): 3 clusters
  Score: Raw -979156.897820 + Penalty 2984.598562 = -976172.299258
  nChanged 651
		SP:Iteration 2F (10005.540000 sec): 3 clusters
  Score: Raw -979474.926759 + Penalty 2984.598562 = -976490.328197
  nChanged 560
		SP:Iteration 3F (10005.560000 sec): 3 clusters
  Score: Raw -979783.328295 + Penalty 2984.598562 = -976798.729733
  nChanged 553
		SP:Iteration 4F (10005.580000 sec): 3 clusters
  Score: Raw -980100.691184 + Penalty 2984.598562 = -977116.092622
  nChanged 579
		SP:Iteration 5F (10005.610000 sec): 3 clusters
  Score: Raw -980527.030357 + Penalty 2984.598562 = -977542.431795
  nChanged 635
		SP:Iteration 6F (10005.630000 sec): 3 clusters
  Score: Raw -981053.639579 + Penalty 2984.598562 = -978069.041017
  nChanged 609
		SP:Iteration 7F (10005.650000 sec): 3 clusters
  Score: Raw -981598.288034 + Penalty 2984.598562 = -978613.689472
  nChanged 545
		SP:Iteration 8F (10005.670000 sec): 3 clusters
  Score: Raw -982061.124743 + Penalty 2984.598562 = -979076.526181
  nChanged 394
		SP:Iteration 9Q (10005.690000 sec): 3 clusters
  Score: Raw -982346.332476 + Penalty 2984.598562 = -979361.733914
  nChanged 244
		SP:Iteration 10Q (10005.710000 sec): 3 clusters
  Score: Raw -982494.867702 + Penalty 2984.598562 = -979510.269140
  nChanged 167
		SP:Iteration 11Q (10005.740000 sec): 3 clusters
  Score: Raw -982583.971506 + Penalty 2984.598562 = -979599.372944
  nChanged 113
		SP:Iteration 12Q (10005.760000 sec): 3 clusters
  Score: Raw -982629.132832 + Penalty 2984.598562 = -979644.534270
  nChanged 55
		SP:Iteration 13Q (10005.780000 sec): 3 clusters
  Score: Raw -982649.920830 + Penalty 2984.598562 = -979665.322268
  nChanged 46
		SP:Iteration 14Q (10005.800000 sec): 3 clusters
  Score: Raw -982667.629525 + Penalty 2984.598562 = -979683.030964
  nChanged 34
		SP:Iteration 15Q (10005.830000 sec): 3 clusters
  Score: Raw -982678.798355 + Penalty 2984.598562 = -979694.199793
  nChanged 29
		SP:Iteration 16Q (10005.850000 sec): 3 clusters
  Score: Raw -982689.428226 + Penalty 2984.598562 = -979704.829664
  nChanged 28
		SP:Iteration 17Q (10005.870000 sec): 3 clusters
  Score: Raw -982700.180204 + Penalty 2984.598562 = -979715.581642
  nChanged 25
		SP:Iteration 18Q (10005.890000 sec): 3 clusters
  Score: Raw -982709.337180 + Penalty 2984.598562 = -979724.738618
  nChanged 17
		SP:Iteration 19Q (10005.910000 sec): 3 clusters
  Score: Raw -982714.676997 + Penalty 2984.598562 = -979730.078435
  nChanged 10
		SP:Iteration 20F (10005.930000 sec): 3 clusters
  Score: Raw -982716.871900 + Penalty 2984.598562 = -979732.273338
  nChanged 10
		SP:Iteration 21Q (10005.950000 sec): 3 clusters
  Score: Raw -982720.634811 + Penalty 2984.598562 = -979736.036249
  nChanged 8
		SP:Iteration 22Q (10005.980000 sec): 3 clusters
  Score: Raw -982723.635289 + Penalty 2984.598562 = -979739.036727
  nChanged 7
		SP:Iteration 23Q (10006.000000 sec): 3 clusters
  Score: Raw -982725.700113 + Penalty 2984.598562 = -979741.101551
  nChanged 4
		SP:Iteration 24Q (10006.020000 sec): 3 clusters
  Score: Raw -982727.135164 + Penalty 2984.598562 = -979742.536602
  nChanged 8
		SP:Iteration 25Q (10006.040000 sec): 3 clusters
  Score: Raw -982729.416861 + Penalty 2984.598562 = -979744.818299
  nChanged 5
		SP:Iteration 26Q (10006.060000 sec): 3 clusters
  Score: Raw -982731.086983 + Penalty 2984.598562 = -979746.488421
  nChanged 5
		SP:Iteration 27Q (10006.080000 sec): 3 clusters
  Score: Raw -982733.181380 + Penalty 2984.598562 = -979748.582818
  nChanged 9
		SP:Iteration 28Q (10006.110000 sec): 3 clusters
  Score: Raw -982735.659839 + Penalty 2984.598562 = -979751.061278
  nChanged 4
		SP:Iteration 29Q (10006.130000 sec): 3 clusters
  Score: Raw -982736.909033 + Penalty 2984.598562 = -979752.310471
  nChanged 2
		SP:Iteration 30Q (10006.150000 sec): 3 clusters
  Score: Raw -982737.335461 + Penalty 2984.598562 = -979752.736899
  nChanged 1
		SP:Iteration 31Q (10006.170000 sec): 3 clusters
  Score: Raw -982737.731534 + Penalty 2984.598562 = -979753.132972
  nChanged 0
		SP:Iteration 32F (10006.190000 sec): 3 clusters
  Score: Raw -982737.731534 + Penalty 2984.598562 = -979753.132972
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 60 (3129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10006.200000 sec): 2 clusters
  Score: Raw -302474.411762 + Penalty 1307.876171 = -301166.535591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10006.210000 sec): 3 clusters
  Score: Raw -301040.082181 + Penalty 2615.752342 = -298424.329840
  nChanged 1172
		SP:Iteration 1F (10006.220000 sec): 3 clusters
  Score: Raw -301776.438314 + Penalty 2615.752342 = -299160.685973
  nChanged 227
		SP:Iteration 2F (10006.220000 sec): 3 clusters
  Score: Raw -301949.342989 + Penalty 2615.752342 = -299333.590647
  nChanged 176
		SP:Iteration 3F (10006.230000 sec): 3 clusters
  Score: Raw -302086.359491 + Penalty 2615.752342 = -299470.607150
  nChanged 159
		SP:Iteration 4F (10006.240000 sec): 3 clusters
  Score: Raw -302214.166915 + Penalty 2615.752342 = -299598.414573
  nChanged 173
		SP:Iteration 5F (10006.250000 sec): 3 clusters
  Score: Raw -302376.984054 + Penalty 2615.752342 = -299761.231712
  nChanged 191
		SP:Iteration 6F (10006.250000 sec): 3 clusters
  Score: Raw -302566.758724 + Penalty 2615.752342 = -299951.006383
  nChanged 171
		SP:Iteration 7F (10006.260000 sec): 3 clusters
  Score: Raw -302729.709764 + Penalty 2615.752342 = -300113.957423
  nChanged 159
		SP:Iteration 8F (10006.270000 sec): 3 clusters
  Score: Raw -302881.590890 + Penalty 2615.752342 = -300265.838548
  nChanged 151
		SP:Iteration 9Q (10006.270000 sec): 3 clusters
  Score: Raw -303015.186739 + Penalty 2615.752342 = -300399.434397
  nChanged 107
		SP:Iteration 10Q (10006.280000 sec): 3 clusters
  Score: Raw -303100.418890 + Penalty 2615.752342 = -300484.666549
  nChanged 79
		SP:Iteration 11Q (10006.290000 sec): 3 clusters
  Score: Raw -303157.894100 + Penalty 2615.752342 = -300542.141758
  nChanged 61
		SP:Iteration 12Q (10006.290000 sec): 3 clusters
  Score: Raw -303192.871933 + Penalty 2615.752342 = -300577.119592
  nChanged 38
		SP:Iteration 13Q (10006.300000 sec): 3 clusters
  Score: Raw -303211.928219 + Penalty 2615.752342 = -300596.175877
  nChanged 23
		SP:Iteration 14Q (10006.310000 sec): 3 clusters
  Score: Raw -303221.456830 + Penalty 2615.752342 = -300605.704488
  nChanged 21
		SP:Iteration 15Q (10006.320000 sec): 3 clusters
  Score: Raw -303231.750125 + Penalty 2615.752342 = -300615.997783
  nChanged 18
		SP:Iteration 16Q (10006.320000 sec): 3 clusters
  Score: Raw -303243.289595 + Penalty 2615.752342 = -300627.537253
  nChanged 18
		SP:Iteration 17Q (10006.330000 sec): 3 clusters
  Score: Raw -303258.265839 + Penalty 2615.752342 = -300642.513497
  nChanged 21
		SP:Iteration 18Q (10006.340000 sec): 3 clusters
  Score: Raw -303268.857145 + Penalty 2615.752342 = -300653.104803
  nChanged 17
		SP:Iteration 19Q (10006.350000 sec): 3 clusters
  Score: Raw -303276.681974 + Penalty 2615.752342 = -300660.929632
  nChanged 10
		SP:Iteration 20F (10006.350000 sec): 3 clusters
  Score: Raw -303280.273247 + Penalty 2615.752342 = -300664.520906
  nChanged 7
		SP:Iteration 21Q (10006.360000 sec): 3 clusters
  Score: Raw -303282.550961 + Penalty 2615.752342 = -300666.798620
  nChanged 0
		SP:Iteration 22F (10006.370000 sec): 3 clusters
  Score: Raw -303282.550961 + Penalty 2615.752342 = -300666.798620
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 61 (25040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10006.430000 sec): 2 clusters
  Score: Raw -2462244.854749 + Penalty 1645.837347 = -2460599.017403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10006.490000 sec): 3 clusters
  Score: Raw -2446888.413351 + Penalty 3291.674693 = -2443596.738658
  nChanged 11551
		SP:Iteration 1F (10006.550000 sec): 3 clusters
  Score: Raw -2453415.293532 + Penalty 3291.674693 = -2450123.618839
  nChanged 1295
		SP:Iteration 2F (10006.610000 sec): 3 clusters
  Score: Raw -2453901.142685 + Penalty 3291.674693 = -2450609.467991
  nChanged 1182
		SP:Iteration 3Q (10006.670000 sec): 3 clusters
  Score: Raw -2454351.884053 + Penalty 3291.674693 = -2451060.209360
  nChanged 1193
		SP:Iteration 4Q (10006.730000 sec): 3 clusters
  Score: Raw -2454883.919047 + Penalty 3291.674693 = -2451592.244354
  nChanged 1273
		SP:Iteration 5F (10006.790000 sec): 3 clusters
  Score: Raw -2455572.485115 + Penalty 3291.674693 = -2452280.810422
  nChanged 1425
		SP:Iteration 6F (10006.850000 sec): 3 clusters
  Score: Raw -2456509.687090 + Penalty 3291.674693 = -2453218.012397
  nChanged 1523
		SP:Iteration 7F (10006.910000 sec): 3 clusters
  Score: Raw -2457769.194742 + Penalty 3291.674693 = -2454477.520048
  nChanged 1508
		SP:Iteration 8F (10006.970000 sec): 3 clusters
  Score: Raw -2459194.853274 + Penalty 3291.674693 = -2455903.178581
  nChanged 1266
		SP:Iteration 9F (10007.030000 sec): 3 clusters
  Score: Raw -2460390.690759 + Penalty 3291.674693 = -2457099.016066
  nChanged 986
		SP:Iteration 10Q (10007.080000 sec): 3 clusters
  Score: Raw -2461249.309924 + Penalty 3291.674693 = -2457957.635230
  nChanged 700
		SP:Iteration 11Q (10007.130000 sec): 3 clusters
  Score: Raw -2461849.835833 + Penalty 3291.674693 = -2458558.161139
  nChanged 544
		SP:Iteration 12Q (10007.190000 sec): 3 clusters
  Score: Raw -2462247.230121 + Penalty 3291.674693 = -2458955.555427
  nChanged 397
		SP:Iteration 13Q (10007.230000 sec): 3 clusters
  Score: Raw -2462519.041770 + Penalty 3291.674693 = -2459227.367077
  nChanged 324
		SP:Iteration 14Q (10007.290000 sec): 3 clusters
  Score: Raw -2462699.036637 + Penalty 3291.674693 = -2459407.361944
  nChanged 253
		SP:Iteration 15Q (10007.330000 sec): 3 clusters
  Score: Raw -2462794.262330 + Penalty 3291.674693 = -2459502.587637
  nChanged 148
		SP:Iteration 16Q (10007.380000 sec): 3 clusters
  Score: Raw -2462841.462497 + Penalty 3291.674693 = -2459549.787804
  nChanged 132
		SP:Iteration 17Q (10007.430000 sec): 3 clusters
  Score: Raw -2462880.293764 + Penalty 3291.674693 = -2459588.619070
  nChanged 102
		SP:Iteration 18Q (10007.470000 sec): 3 clusters
  Score: Raw -2462906.315930 + Penalty 3291.674693 = -2459614.641237
  nChanged 77
		SP:Iteration 19Q (10007.520000 sec): 3 clusters
  Score: Raw -2462923.227571 + Penalty 3291.674693 = -2459631.552878
  nChanged 69
		SP:Iteration 20F (10007.580000 sec): 3 clusters
  Score: Raw -2462935.134425 + Penalty 3291.674693 = -2459643.459731
  nChanged 63
		SP:Iteration 21Q (10007.630000 sec): 3 clusters
  Score: Raw -2462950.092085 + Penalty 3291.674693 = -2459658.417392
  nChanged 67
		SP:Iteration 22Q (10007.670000 sec): 3 clusters
  Score: Raw -2462961.903170 + Penalty 3291.674693 = -2459670.228477
  nChanged 44
		SP:Iteration 23Q (10007.720000 sec): 3 clusters
  Score: Raw -2462968.449291 + Penalty 3291.674693 = -2459676.774598
  nChanged 46
		SP:Iteration 24Q (10007.770000 sec): 3 clusters
  Score: Raw -2462975.676012 + Penalty 3291.674693 = -2459684.001319
  nChanged 33
		SP:Iteration 25Q (10007.810000 sec): 3 clusters
  Score: Raw -2462979.001095 + Penalty 3291.674693 = -2459687.326401
  nChanged 17
		SP:Iteration 26Q (10007.860000 sec): 3 clusters
  Score: Raw -2462980.749015 + Penalty 3291.674693 = -2459689.074322
  nChanged 11
		SP:Iteration 27Q (10007.910000 sec): 3 clusters
  Score: Raw -2462982.066396 + Penalty 3291.674693 = -2459690.391703
  nChanged 16
		SP:Iteration 28Q (10007.950000 sec): 3 clusters
  Score: Raw -2462984.161857 + Penalty 3291.674693 = -2459692.487164
  nChanged 17
		SP:Iteration 29Q (10008.000000 sec): 3 clusters
  Score: Raw -2462985.706271 + Penalty 3291.674693 = -2459694.031578
  nChanged 15
		SP:Iteration 30Q (10008.050000 sec): 3 clusters
  Score: Raw -2462987.124744 + Penalty 3291.674693 = -2459695.450051
  nChanged 11
		SP:Iteration 31Q (10008.090000 sec): 3 clusters
  Score: Raw -2462988.614075 + Penalty 3291.674693 = -2459696.939382
  nChanged 13
		SP:Iteration 32Q (10008.140000 sec): 3 clusters
  Score: Raw -2462989.779746 + Penalty 3291.674693 = -2459698.105053
  nChanged 17
		SP:Iteration 33Q (10008.190000 sec): 3 clusters
  Score: Raw -2462991.035586 + Penalty 3291.674693 = -2459699.360893
  nChanged 13
		SP:Iteration 34Q (10008.230000 sec): 3 clusters
  Score: Raw -2462992.488774 + Penalty 3291.674693 = -2459700.814081
  nChanged 11
		SP:Iteration 35Q (10008.280000 sec): 3 clusters
  Score: Raw -2462993.604435 + Penalty 3291.674693 = -2459701.929741
  nChanged 15
		SP:Iteration 36Q (10008.320000 sec): 3 clusters
  Score: Raw -2462995.152643 + Penalty 3291.674693 = -2459703.477950
  nChanged 14
		SP:Iteration 37Q (10008.370000 sec): 3 clusters
  Score: Raw -2462996.578022 + Penalty 3291.674693 = -2459704.903329
  nChanged 8
		SP:Iteration 38Q (10008.410000 sec): 3 clusters
  Score: Raw -2462997.164779 + Penalty 3291.674693 = -2459705.490086
  nChanged 9
		SP:Iteration 39Q (10008.460000 sec): 3 clusters
  Score: Raw -2462998.166781 + Penalty 3291.674693 = -2459706.492087
  nChanged 8
		SP:Iteration 40F (10008.520000 sec): 3 clusters
  Score: Raw -2462999.081660 + Penalty 3291.674693 = -2459707.406967
  nChanged 8
		SP:Iteration 41Q (10008.570000 sec): 3 clusters
  Score: Raw -2462999.759693 + Penalty 3291.674693 = -2459708.084999
  nChanged 7
		SP:Iteration 42Q (10008.610000 sec): 3 clusters
  Score: Raw -2463000.376156 + Penalty 3291.674693 = -2459708.701463
  nChanged 10
		SP:Iteration 43Q (10008.660000 sec): 3 clusters
  Score: Raw -2463001.357385 + Penalty 3291.674693 = -2459709.682692
  nChanged 6
		SP:Iteration 44Q (10008.700000 sec): 3 clusters
  Score: Raw -2463001.784610 + Penalty 3291.674693 = -2459710.109917
  nChanged 3
		SP:Iteration 45Q (10008.750000 sec): 3 clusters
  Score: Raw -2463001.959956 + Penalty 3291.674693 = -2459710.285263
  nChanged 1
		SP:Iteration 46Q (10008.790000 sec): 3 clusters
  Score: Raw -2463001.975742 + Penalty 3291.674693 = -2459710.301049
  nChanged 0
		SP:Iteration 47F (10008.850000 sec): 3 clusters
  Score: Raw -2463001.975742 + Penalty 3291.674693 = -2459710.301049
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 62 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10008.870000 sec): 2 clusters
  Score: Raw -23833.650076 + Penalty 914.488431 = -22919.161645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10008.870000 sec): 3 clusters
  Score: Raw -23922.227700 + Penalty 1828.976862 = -22093.250838
  nChanged 45
		SP:Iteration 1F (10008.870000 sec): 3 clusters
  Score: Raw -24012.359573 + Penalty 1828.976862 = -22183.382711
  nChanged 6
		SP:Iteration 2Q (10008.870000 sec): 3 clusters
  Score: Raw -24027.539438 + Penalty 1828.976862 = -22198.562576
  nChanged 4
		SP:Iteration 3Q (10008.870000 sec): 3 clusters
  Score: Raw -24035.173011 + Penalty 1828.976862 = -22206.196149
  nChanged 5
		SP:Iteration 4Q (10008.870000 sec): 3 clusters
  Score: Raw -24043.910752 + Penalty 1828.976862 = -22214.933890
  nChanged 5
		SP:Iteration 5Q (10008.870000 sec): 3 clusters
  Score: Raw -24050.805007 + Penalty 1828.976862 = -22221.828145
  nChanged 0
		SP:Iteration 6F (10008.870000 sec): 3 clusters
  Score: Raw -24050.805007 + Penalty 1828.976862 = -22221.828145
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 63 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10008.890000 sec): 2 clusters
  Score: Raw -632896.452123 + Penalty 1426.327709 = -631470.124414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10008.910000 sec): 3 clusters
  Score: Raw -629387.132544 + Penalty 2852.655418 = -626534.477126
  nChanged 2725
		SP:Iteration 1F (10008.920000 sec): 3 clusters
  Score: Raw -630979.700978 + Penalty 2852.655418 = -628127.045560
  nChanged 486
		SP:Iteration 2F (10008.940000 sec): 3 clusters
  Score: Raw -631289.221337 + Penalty 2852.655418 = -628436.565918
  nChanged 422
		SP:Iteration 3F (10008.950000 sec): 3 clusters
  Score: Raw -631563.244635 + Penalty 2852.655418 = -628710.589217
  nChanged 361
		SP:Iteration 4F (10008.970000 sec): 3 clusters
  Score: Raw -631787.935221 + Penalty 2852.655418 = -628935.279802
  nChanged 315
		SP:Iteration 5Q (10008.980000 sec): 3 clusters
  Score: Raw -631982.288975 + Penalty 2852.655418 = -629129.633557
  nChanged 296
		SP:Iteration 6Q (10009.000000 sec): 3 clusters
  Score: Raw -632184.774255 + Penalty 2852.655418 = -629332.118837
  nChanged 280
		SP:Iteration 7Q (10009.010000 sec): 3 clusters
  Score: Raw -632349.766074 + Penalty 2852.655418 = -629497.110656
  nChanged 223
		SP:Iteration 8Q (10009.030000 sec): 3 clusters
  Score: Raw -632470.488090 + Penalty 2852.655418 = -629617.832672
  nChanged 200
		SP:Iteration 9Q (10009.040000 sec): 3 clusters
  Score: Raw -632570.965809 + Penalty 2852.655418 = -629718.310391
  nChanged 170
		SP:Iteration 10Q (10009.050000 sec): 3 clusters
  Score: Raw -632645.382187 + Penalty 2852.655418 = -629792.726769
  nChanged 120
		SP:Iteration 11Q (10009.070000 sec): 3 clusters
  Score: Raw -632693.712980 + Penalty 2852.655418 = -629841.057562
  nChanged 98
		SP:Iteration 12Q (10009.080000 sec): 3 clusters
  Score: Raw -632727.448203 + Penalty 2852.655418 = -629874.792785
  nChanged 84
		SP:Iteration 13Q (10009.100000 sec): 3 clusters
  Score: Raw -632754.569582 + Penalty 2852.655418 = -629901.914164
  nChanged 68
		SP:Iteration 14Q (10009.110000 sec): 3 clusters
  Score: Raw -632777.909781 + Penalty 2852.655418 = -629925.254363
  nChanged 76
		SP:Iteration 15Q (10009.130000 sec): 3 clusters
  Score: Raw -632802.965429 + Penalty 2852.655418 = -629950.310011
  nChanged 64
		SP:Iteration 16Q (10009.140000 sec): 3 clusters
  Score: Raw -632827.946945 + Penalty 2852.655418 = -629975.291526
  nChanged 82
		SP:Iteration 17Q (10009.160000 sec): 3 clusters
  Score: Raw -632864.430976 + Penalty 2852.655418 = -630011.775558
  nChanged 64
		SP:Iteration 18Q (10009.170000 sec): 3 clusters
  Score: Raw -632889.004033 + Penalty 2852.655418 = -630036.348615
  nChanged 54
		SP:Iteration 19Q (10009.190000 sec): 3 clusters
  Score: Raw -632906.946565 + Penalty 2852.655418 = -630054.291147
  nChanged 53
		SP:Iteration 20F (10009.200000 sec): 3 clusters
  Score: Raw -632923.273817 + Penalty 2852.655418 = -630070.618398
  nChanged 42
		SP:Iteration 21Q (10009.210000 sec): 3 clusters
  Score: Raw -632934.201669 + Penalty 2852.655418 = -630081.546251
  nChanged 38
		SP:Iteration 22Q (10009.230000 sec): 3 clusters
  Score: Raw -632946.313377 + Penalty 2852.655418 = -630093.657959
  nChanged 38
		SP:Iteration 23Q (10009.240000 sec): 3 clusters
  Score: Raw -632960.370812 + Penalty 2852.655418 = -630107.715394
  nChanged 40
		SP:Iteration 24Q (10009.260000 sec): 3 clusters
  Score: Raw -632977.131755 + Penalty 2852.655418 = -630124.476337
  nChanged 52
		SP:Iteration 25Q (10009.270000 sec): 3 clusters
  Score: Raw -632995.841794 + Penalty 2852.655418 = -630143.186376
  nChanged 62
		SP:Iteration 26Q (10009.290000 sec): 3 clusters
  Score: Raw -633020.475173 + Penalty 2852.655418 = -630167.819754
  nChanged 57
		SP:Iteration 27Q (10009.300000 sec): 3 clusters
  Score: Raw -633039.877797 + Penalty 2852.655418 = -630187.222379
  nChanged 49
		SP:Iteration 28Q (10009.310000 sec): 3 clusters
  Score: Raw -633059.728396 + Penalty 2852.655418 = -630207.072978
  nChanged 42
		SP:Iteration 29Q (10009.330000 sec): 3 clusters
  Score: Raw -633079.794944 + Penalty 2852.655418 = -630227.139525
  nChanged 43
		SP:Iteration 30Q (10009.340000 sec): 3 clusters
  Score: Raw -633096.291880 + Penalty 2852.655418 = -630243.636462
  nChanged 32
		SP:Iteration 31Q (10009.350000 sec): 3 clusters
  Score: Raw -633108.916225 + Penalty 2852.655418 = -630256.260806
  nChanged 24
		SP:Iteration 32Q (10009.370000 sec): 3 clusters
  Score: Raw -633117.821051 + Penalty 2852.655418 = -630265.165633
  nChanged 20
		SP:Iteration 33Q (10009.380000 sec): 3 clusters
  Score: Raw -633126.337403 + Penalty 2852.655418 = -630273.681985
  nChanged 23
		SP:Iteration 34Q (10009.400000 sec): 3 clusters
  Score: Raw -633135.623447 + Penalty 2852.655418 = -630282.968029
  nChanged 28
		SP:Iteration 35Q (10009.410000 sec): 3 clusters
  Score: Raw -633145.026552 + Penalty 2852.655418 = -630292.371133
  nChanged 20
		SP:Iteration 36Q (10009.430000 sec): 3 clusters
  Score: Raw -633151.905380 + Penalty 2852.655418 = -630299.249962
  nChanged 21
		SP:Iteration 37Q (10009.440000 sec): 3 clusters
  Score: Raw -633156.946499 + Penalty 2852.655418 = -630304.291081
  nChanged 15
		SP:Iteration 38Q (10009.450000 sec): 3 clusters
  Score: Raw -633161.429261 + Penalty 2852.655418 = -630308.773843
  nChanged 11
		SP:Iteration 39Q (10009.470000 sec): 3 clusters
  Score: Raw -633164.041206 + Penalty 2852.655418 = -630311.385787
  nChanged 11
		SP:Iteration 40F (10009.480000 sec): 3 clusters
  Score: Raw -633167.127096 + Penalty 2852.655418 = -630314.471678
  nChanged 9
		SP:Iteration 41Q (10009.490000 sec): 3 clusters
  Score: Raw -633170.435180 + Penalty 2852.655418 = -630317.779761
  nChanged 11
		SP:Iteration 42Q (10009.510000 sec): 3 clusters
  Score: Raw -633174.679867 + Penalty 2852.655418 = -630322.024448
  nChanged 14
		SP:Iteration 43Q (10009.520000 sec): 3 clusters
  Score: Raw -633179.840395 + Penalty 2852.655418 = -630327.184976
  nChanged 10
		SP:Iteration 44Q (10009.530000 sec): 3 clusters
  Score: Raw -633183.640650 + Penalty 2852.655418 = -630330.985232
  nChanged 6
		SP:Iteration 45Q (10009.550000 sec): 3 clusters
  Score: Raw -633186.527874 + Penalty 2852.655418 = -630333.872456
  nChanged 9
		SP:Iteration 46Q (10009.560000 sec): 3 clusters
  Score: Raw -633189.563013 + Penalty 2852.655418 = -630336.907595
  nChanged 7
		SP:Iteration 47Q (10009.570000 sec): 3 clusters
  Score: Raw -633191.056319 + Penalty 2852.655418 = -630338.400901
  nChanged 1
		SP:Iteration 48Q (10009.590000 sec): 3 clusters
  Score: Raw -633191.271172 + Penalty 2852.655418 = -630338.615753
  nChanged 1
		SP:Iteration 49Q (10009.600000 sec): 3 clusters
  Score: Raw -633191.821268 + Penalty 2852.655418 = -630339.165850
  nChanged 1
		SP:Iteration 50Q (10009.610000 sec): 3 clusters
  Score: Raw -633192.109255 + Penalty 2852.655418 = -630339.453837
  nChanged 1
		SP:Iteration 51Q (10009.630000 sec): 3 clusters
  Score: Raw -633192.310701 + Penalty 2852.655418 = -630339.655283
  nChanged 0
		SP:Iteration 52F (10009.640000 sec): 3 clusters
  Score: Raw -633192.310701 + Penalty 2852.655418 = -630339.655283
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 64 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10009.650000 sec): 2 clusters
  Score: Raw -154231.236592 + Penalty 1204.770172 = -153026.466420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10009.650000 sec): 3 clusters
  Score: Raw -153569.329250 + Penalty 2409.540344 = -151159.788906
  nChanged 545
		SP:Iteration 1F (10009.660000 sec): 3 clusters
  Score: Raw -154008.460985 + Penalty 2409.540344 = -151598.920641
  nChanged 144
		SP:Iteration 2F (10009.660000 sec): 3 clusters
  Score: Raw -154152.210508 + Penalty 2409.540344 = -151742.670163
  nChanged 96
		SP:Iteration 3F (10009.670000 sec): 3 clusters
  Score: Raw -154260.599603 + Penalty 2409.540344 = -151851.059259
  nChanged 88
		SP:Iteration 4F (10009.670000 sec): 3 clusters
  Score: Raw -154370.134527 + Penalty 2409.540344 = -151960.594182
  nChanged 70
		SP:Iteration 5Q (10009.670000 sec): 3 clusters
  Score: Raw -154446.851220 + Penalty 2409.540344 = -152037.310875
  nChanged 72
		SP:Iteration 6Q (10009.670000 sec): 3 clusters
  Score: Raw -154522.258371 + Penalty 2409.540344 = -152112.718026
  nChanged 68
		SP:Iteration 7Q (10009.680000 sec): 3 clusters
  Score: Raw -154605.357864 + Penalty 2409.540344 = -152195.817520
  nChanged 47
		SP:Iteration 8Q (10009.680000 sec): 3 clusters
  Score: Raw -154660.452026 + Penalty 2409.540344 = -152250.911682
  nChanged 39
		SP:Iteration 9Q (10009.690000 sec): 3 clusters
  Score: Raw -154704.367253 + Penalty 2409.540344 = -152294.826908
  nChanged 29
		SP:Iteration 10Q (10009.690000 sec): 3 clusters
  Score: Raw -154729.609645 + Penalty 2409.540344 = -152320.069301
  nChanged 17
		SP:Iteration 11Q (10009.690000 sec): 3 clusters
  Score: Raw -154744.983886 + Penalty 2409.540344 = -152335.443542
  nChanged 20
		SP:Iteration 12Q (10009.700000 sec): 3 clusters
  Score: Raw -154760.045688 + Penalty 2409.540344 = -152350.505343
  nChanged 16
		SP:Iteration 13Q (10009.700000 sec): 3 clusters
  Score: Raw -154770.629238 + Penalty 2409.540344 = -152361.088894
  nChanged 10
		SP:Iteration 14Q (10009.700000 sec): 3 clusters
  Score: Raw -154776.056498 + Penalty 2409.540344 = -152366.516154
  nChanged 7
		SP:Iteration 15Q (10009.710000 sec): 3 clusters
  Score: Raw -154782.002244 + Penalty 2409.540344 = -152372.461900
  nChanged 7
		SP:Iteration 16Q (10009.710000 sec): 3 clusters
  Score: Raw -154787.247426 + Penalty 2409.540344 = -152377.707082
  nChanged 7
		SP:Iteration 17Q (10009.710000 sec): 3 clusters
  Score: Raw -154791.614731 + Penalty 2409.540344 = -152382.074387
  nChanged 7
		SP:Iteration 18Q (10009.720000 sec): 3 clusters
  Score: Raw -154796.271442 + Penalty 2409.540344 = -152386.731097
  nChanged 5
		SP:Iteration 19Q (10009.720000 sec): 3 clusters
  Score: Raw -154801.541803 + Penalty 2409.540344 = -152392.001459
  nChanged 1
		SP:Iteration 20F (10009.730000 sec): 3 clusters
  Score: Raw -154801.753099 + Penalty 2409.540344 = -152392.212754
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 65 (7088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10009.750000 sec): 2 clusters
  Score: Raw -635397.414905 + Penalty 1440.750755 = -633956.664150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10009.760000 sec): 3 clusters
  Score: Raw -631501.892651 + Penalty 2881.501510 = -628620.391141
  nChanged 2986
		SP:Iteration 1F (10009.780000 sec): 3 clusters
  Score: Raw -633161.451864 + Penalty 2881.501510 = -630279.950354
  nChanged 556
		SP:Iteration 2F (10009.790000 sec): 3 clusters
  Score: Raw -633469.637190 + Penalty 2881.501510 = -630588.135680
  nChanged 426
		SP:Iteration 3F (10009.810000 sec): 3 clusters
  Score: Raw -633740.860396 + Penalty 2881.501510 = -630859.358886
  nChanged 404
		SP:Iteration 4F (10009.830000 sec): 3 clusters
  Score: Raw -634023.079071 + Penalty 2881.501510 = -631141.577561
  nChanged 384
		SP:Iteration 5F (10009.840000 sec): 3 clusters
  Score: Raw -634279.983746 + Penalty 2881.501510 = -631398.482236
  nChanged 369
		SP:Iteration 6F (10009.860000 sec): 3 clusters
  Score: Raw -634505.771418 + Penalty 2881.501510 = -631624.269908
  nChanged 312
		SP:Iteration 7Q (10009.870000 sec): 3 clusters
  Score: Raw -634672.930767 + Penalty 2881.501510 = -631791.429257
  nChanged 276
		SP:Iteration 8Q (10009.890000 sec): 3 clusters
  Score: Raw -634835.450745 + Penalty 2881.501510 = -631953.949235
  nChanged 241
		SP:Iteration 9Q (10009.910000 sec): 3 clusters
  Score: Raw -634983.531049 + Penalty 2881.501510 = -632102.029539
  nChanged 237
		SP:Iteration 10Q (10009.920000 sec): 3 clusters
  Score: Raw -635161.283437 + Penalty 2881.501510 = -632279.781927
  nChanged 273
		SP:Iteration 11Q (10009.940000 sec): 3 clusters
  Score: Raw -635389.068474 + Penalty 2881.501510 = -632507.566964
  nChanged 241
		SP:Iteration 12Q (10009.950000 sec): 3 clusters
  Score: Raw -635562.184153 + Penalty 2881.501510 = -632680.682643
  nChanged 191
		SP:Iteration 13Q (10009.970000 sec): 3 clusters
  Score: Raw -635667.264687 + Penalty 2881.501510 = -632785.763177
  nChanged 164
		SP:Iteration 14Q (10009.990000 sec): 3 clusters
  Score: Raw -635745.591533 + Penalty 2881.501510 = -632864.090023
  nChanged 136
		SP:Iteration 15Q (10010.000000 sec): 3 clusters
  Score: Raw -635802.810819 + Penalty 2881.501510 = -632921.309309
  nChanged 102
		SP:Iteration 16Q (10010.020000 sec): 3 clusters
  Score: Raw -635841.981050 + Penalty 2881.501510 = -632960.479540
  nChanged 87
		SP:Iteration 17Q (10010.030000 sec): 3 clusters
  Score: Raw -635872.705355 + Penalty 2881.501510 = -632991.203845
  nChanged 74
		SP:Iteration 18Q (10010.050000 sec): 3 clusters
  Score: Raw -635893.783009 + Penalty 2881.501510 = -633012.281499
  nChanged 57
		SP:Iteration 19Q (10010.060000 sec): 3 clusters
  Score: Raw -635909.775553 + Penalty 2881.501510 = -633028.274043
  nChanged 47
		SP:Iteration 20F (10010.080000 sec): 3 clusters
  Score: Raw -635923.331323 + Penalty 2881.501510 = -633041.829813
  nChanged 47
		SP:Iteration 21Q (10010.090000 sec): 3 clusters
  Score: Raw -635935.069336 + Penalty 2881.501510 = -633053.567826
  nChanged 41
		SP:Iteration 22Q (10010.110000 sec): 3 clusters
  Score: Raw -635943.956074 + Penalty 2881.501510 = -633062.454564
  nChanged 34
		SP:Iteration 23Q (10010.120000 sec): 3 clusters
  Score: Raw -635952.065110 + Penalty 2881.501510 = -633070.563600
  nChanged 31
		SP:Iteration 24Q (10010.140000 sec): 3 clusters
  Score: Raw -635959.508655 + Penalty 2881.501510 = -633078.007145
  nChanged 34
		SP:Iteration 25Q (10010.150000 sec): 3 clusters
  Score: Raw -635968.316023 + Penalty 2881.501510 = -633086.814513
  nChanged 41
		SP:Iteration 26Q (10010.170000 sec): 3 clusters
  Score: Raw -635980.119966 + Penalty 2881.501510 = -633098.618457
  nChanged 37
		SP:Iteration 27Q (10010.180000 sec): 3 clusters
  Score: Raw -635988.989806 + Penalty 2881.501510 = -633107.488296
  nChanged 27
		SP:Iteration 28Q (10010.200000 sec): 3 clusters
  Score: Raw -635995.979004 + Penalty 2881.501510 = -633114.477494
  nChanged 16
		SP:Iteration 29Q (10010.210000 sec): 3 clusters
  Score: Raw -635998.879385 + Penalty 2881.501510 = -633117.377875
  nChanged 15
		SP:Iteration 30Q (10010.230000 sec): 3 clusters
  Score: Raw -636001.277332 + Penalty 2881.501510 = -633119.775822
  nChanged 14
		SP:Iteration 31Q (10010.240000 sec): 3 clusters
  Score: Raw -636003.593051 + Penalty 2881.501510 = -633122.091541
  nChanged 6
		SP:Iteration 32Q (10010.260000 sec): 3 clusters
  Score: Raw -636004.335277 + Penalty 2881.501510 = -633122.833767
  nChanged 6
		SP:Iteration 33Q (10010.270000 sec): 3 clusters
  Score: Raw -636005.355524 + Penalty 2881.501510 = -633123.854014
  nChanged 11
		SP:Iteration 34Q (10010.290000 sec): 3 clusters
  Score: Raw -636006.928712 + Penalty 2881.501510 = -633125.427202
  nChanged 11
		SP:Iteration 35Q (10010.300000 sec): 3 clusters
  Score: Raw -636008.500183 + Penalty 2881.501510 = -633126.998673
  nChanged 8
		SP:Iteration 36Q (10010.320000 sec): 3 clusters
  Score: Raw -636010.045454 + Penalty 2881.501510 = -633128.543944
  nChanged 13
		SP:Iteration 37Q (10010.330000 sec): 3 clusters
  Score: Raw -636012.005259 + Penalty 2881.501510 = -633130.503749
  nChanged 18
		SP:Iteration 38Q (10010.350000 sec): 3 clusters
  Score: Raw -636014.869529 + Penalty 2881.501510 = -633133.368019
  nChanged 17
		SP:Iteration 39Q (10010.360000 sec): 3 clusters
  Score: Raw -636017.633221 + Penalty 2881.501510 = -633136.131711
  nChanged 10
		SP:Iteration 40F (10010.380000 sec): 3 clusters
  Score: Raw -636019.239128 + Penalty 2881.501510 = -633137.737618
  nChanged 9
		SP:Iteration 41Q (10010.390000 sec): 3 clusters
  Score: Raw -636020.810910 + Penalty 2881.501510 = -633139.309400
  nChanged 14
		SP:Iteration 42Q (10010.410000 sec): 3 clusters
  Score: Raw -636023.667392 + Penalty 2881.501510 = -633142.165882
  nChanged 12
		SP:Iteration 43Q (10010.420000 sec): 3 clusters
  Score: Raw -636027.005530 + Penalty 2881.501510 = -633145.504020
  nChanged 25
		SP:Iteration 44Q (10010.440000 sec): 3 clusters
  Score: Raw -636033.998832 + Penalty 2881.501510 = -633152.497322
  nChanged 23
		SP:Iteration 45Q (10010.450000 sec): 3 clusters
  Score: Raw -636041.308090 + Penalty 2881.501510 = -633159.806580
  nChanged 31
		SP:Iteration 46Q (10010.470000 sec): 3 clusters
  Score: Raw -636049.574490 + Penalty 2881.501510 = -633168.072980
  nChanged 26
		SP:Iteration 47Q (10010.480000 sec): 3 clusters
  Score: Raw -636057.449579 + Penalty 2881.501510 = -633175.948069
  nChanged 29
		SP:Iteration 48Q (10010.500000 sec): 3 clusters
  Score: Raw -636064.293891 + Penalty 2881.501510 = -633182.792381
  nChanged 30
		SP:Iteration 49Q (10010.510000 sec): 3 clusters
  Score: Raw -636071.765438 + Penalty 2881.501510 = -633190.263928
  nChanged 30
		SP:Iteration 50Q (10010.530000 sec): 3 clusters
  Score: Raw -636078.895069 + Penalty 2881.501510 = -633197.393560
  nChanged 28
		SP:Iteration 51Q (10010.540000 sec): 3 clusters
  Score: Raw -636086.406679 + Penalty 2881.501510 = -633204.905169
  nChanged 28
		SP:Iteration 52Q (10010.560000 sec): 3 clusters
  Score: Raw -636092.465188 + Penalty 2881.501510 = -633210.963678
  nChanged 20
		SP:Iteration 53Q (10010.570000 sec): 3 clusters
  Score: Raw -636096.239144 + Penalty 2881.501510 = -633214.737634
  nChanged 16
		SP:Iteration 54Q (10010.590000 sec): 3 clusters
  Score: Raw -636099.213326 + Penalty 2881.501510 = -633217.711816
  nChanged 12
		SP:Iteration 55Q (10010.600000 sec): 3 clusters
  Score: Raw -636101.942813 + Penalty 2881.501510 = -633220.441303
  nChanged 11
		SP:Iteration 56Q (10010.610000 sec): 3 clusters
  Score: Raw -636103.762533 + Penalty 2881.501510 = -633222.261023
  nChanged 12
		SP:Iteration 57Q (10010.630000 sec): 3 clusters
  Score: Raw -636105.802247 + Penalty 2881.501510 = -633224.300737
  nChanged 11
		SP:Iteration 58Q (10010.650000 sec): 3 clusters
  Score: Raw -636108.492898 + Penalty 2881.501510 = -633226.991389
  nChanged 12
		SP:Iteration 59Q (10010.660000 sec): 3 clusters
  Score: Raw -636111.425463 + Penalty 2881.501510 = -633229.923953
  nChanged 13
		SP:Iteration 60F (10010.670000 sec): 3 clusters
  Score: Raw -636114.484591 + Penalty 2881.501510 = -633232.983081
  nChanged 11
		SP:Iteration 61Q (10010.690000 sec): 3 clusters
  Score: Raw -636117.315521 + Penalty 2881.501510 = -633235.814011
  nChanged 13
		SP:Iteration 62Q (10010.710000 sec): 3 clusters
  Score: Raw -636121.288889 + Penalty 2881.501510 = -633239.787379
  nChanged 17
		SP:Iteration 63Q (10010.720000 sec): 3 clusters
  Score: Raw -636124.573186 + Penalty 2881.501510 = -633243.071676
  nChanged 13
		SP:Iteration 64Q (10010.730000 sec): 3 clusters
  Score: Raw -636127.892543 + Penalty 2881.501510 = -633246.391033
  nChanged 14
		SP:Iteration 65Q (10010.750000 sec): 3 clusters
  Score: Raw -636130.971463 + Penalty 2881.501510 = -633249.469953
  nChanged 18
		SP:Iteration 66Q (10010.760000 sec): 3 clusters
  Score: Raw -636136.566347 + Penalty 2881.501510 = -633255.064837
  nChanged 12
		SP:Iteration 67Q (10010.780000 sec): 3 clusters
  Score: Raw -636139.457473 + Penalty 2881.501510 = -633257.955963
  nChanged 16
		SP:Iteration 68Q (10010.790000 sec): 3 clusters
  Score: Raw -636143.293418 + Penalty 2881.501510 = -633261.791908
  nChanged 10
		SP:Iteration 69Q (10010.810000 sec): 3 clusters
  Score: Raw -636145.204604 + Penalty 2881.501510 = -633263.703094
  nChanged 10
		SP:Iteration 70Q (10010.820000 sec): 3 clusters
  Score: Raw -636147.084812 + Penalty 2881.501510 = -633265.583302
  nChanged 6
		SP:Iteration 71Q (10010.840000 sec): 3 clusters
  Score: Raw -636147.907610 + Penalty 2881.501510 = -633266.406100
  nChanged 4
		SP:Iteration 72Q (10010.850000 sec): 3 clusters
  Score: Raw -636148.624289 + Penalty 2881.501510 = -633267.122779
  nChanged 6
		SP:Iteration 73Q (10010.870000 sec): 3 clusters
  Score: Raw -636149.232700 + Penalty 2881.501510 = -633267.731190
  nChanged 2
		SP:Iteration 74Q (10010.880000 sec): 3 clusters
  Score: Raw -636149.753981 + Penalty 2881.501510 = -633268.252471
  nChanged 1
		SP:Iteration 75Q (10010.890000 sec): 3 clusters
  Score: Raw -636149.907614 + Penalty 2881.501510 = -633268.406104
  nChanged 1
		SP:Iteration 76Q (10010.910000 sec): 3 clusters
  Score: Raw -636150.043468 + Penalty 2881.501510 = -633268.541958
  nChanged 0
		SP:Iteration 77F (10010.930000 sec): 3 clusters
  Score: Raw -636150.043468 + Penalty 2881.501510 = -633268.541958
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 66 (3843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10010.940000 sec): 2 clusters
  Score: Raw -370056.644645 + Penalty 1341.276396 = -368715.368249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10010.950000 sec): 3 clusters
  Score: Raw -368195.780911 + Penalty 2682.552792 = -365513.228119
  nChanged 1482
		SP:Iteration 1F (10010.950000 sec): 3 clusters
  Score: Raw -369210.602730 + Penalty 2682.552792 = -366528.049938
  nChanged 374
		SP:Iteration 2F (10010.960000 sec): 3 clusters
  Score: Raw -369525.282771 + Penalty 2682.552792 = -366842.729979
  nChanged 268
		SP:Iteration 3F (10010.970000 sec): 3 clusters
  Score: Raw -369757.318665 + Penalty 2682.552792 = -367074.765873
  nChanged 222
		SP:Iteration 4F (10010.980000 sec): 3 clusters
  Score: Raw -369914.780819 + Penalty 2682.552792 = -367232.228027
  nChanged 144
		SP:Iteration 5Q (10010.990000 sec): 3 clusters
  Score: Raw -369996.744514 + Penalty 2682.552792 = -367314.191722
  nChanged 113
		SP:Iteration 6Q (10011.000000 sec): 3 clusters
  Score: Raw -370064.061673 + Penalty 2682.552792 = -367381.508881
  nChanged 98
		SP:Iteration 7Q (10011.010000 sec): 3 clusters
  Score: Raw -370120.560053 + Penalty 2682.552792 = -367438.007261
  nChanged 71
		SP:Iteration 8Q (10011.020000 sec): 3 clusters
  Score: Raw -370153.883667 + Penalty 2682.552792 = -367471.330875
  nChanged 49
		SP:Iteration 9Q (10011.030000 sec): 3 clusters
  Score: Raw -370174.124601 + Penalty 2682.552792 = -367491.571810
  nChanged 35
		SP:Iteration 10Q (10011.030000 sec): 3 clusters
  Score: Raw -370188.659918 + Penalty 2682.552792 = -367506.107126
  nChanged 34
		SP:Iteration 11Q (10011.040000 sec): 3 clusters
  Score: Raw -370202.264953 + Penalty 2682.552792 = -367519.712161
  nChanged 34
		SP:Iteration 12Q (10011.050000 sec): 3 clusters
  Score: Raw -370213.380417 + Penalty 2682.552792 = -367530.827625
  nChanged 25
		SP:Iteration 13Q (10011.060000 sec): 3 clusters
  Score: Raw -370222.310825 + Penalty 2682.552792 = -367539.758033
  nChanged 11
		SP:Iteration 14Q (10011.070000 sec): 3 clusters
  Score: Raw -370226.096798 + Penalty 2682.552792 = -367543.544006
  nChanged 19
		SP:Iteration 15Q (10011.080000 sec): 3 clusters
  Score: Raw -370233.389843 + Penalty 2682.552792 = -367550.837051
  nChanged 17
		SP:Iteration 16Q (10011.090000 sec): 3 clusters
  Score: Raw -370239.105813 + Penalty 2682.552792 = -367556.553021
  nChanged 13
		SP:Iteration 17Q (10011.090000 sec): 3 clusters
  Score: Raw -370245.144273 + Penalty 2682.552792 = -367562.591481
  nChanged 14
		SP:Iteration 18Q (10011.100000 sec): 3 clusters
  Score: Raw -370250.731944 + Penalty 2682.552792 = -367568.179152
  nChanged 13
		SP:Iteration 19Q (10011.110000 sec): 3 clusters
  Score: Raw -370257.050981 + Penalty 2682.552792 = -367574.498189
  nChanged 18
		SP:Iteration 20F (10011.120000 sec): 3 clusters
  Score: Raw -370263.324512 + Penalty 2682.552792 = -367580.771720
  nChanged 12
		SP:Iteration 21Q (10011.130000 sec): 3 clusters
  Score: Raw -370268.073808 + Penalty 2682.552792 = -367585.521017
  nChanged 10
		SP:Iteration 22Q (10011.140000 sec): 3 clusters
  Score: Raw -370272.376608 + Penalty 2682.552792 = -367589.823816
  nChanged 12
		SP:Iteration 23Q (10011.150000 sec): 3 clusters
  Score: Raw -370276.576678 + Penalty 2682.552792 = -367594.023886
  nChanged 9
		SP:Iteration 24Q (10011.150000 sec): 3 clusters
  Score: Raw -370279.140911 + Penalty 2682.552792 = -367596.588119
  nChanged 9
		SP:Iteration 25Q (10011.160000 sec): 3 clusters
  Score: Raw -370282.760801 + Penalty 2682.552792 = -367600.208009
  nChanged 14
		SP:Iteration 26Q (10011.170000 sec): 3 clusters
  Score: Raw -370287.732361 + Penalty 2682.552792 = -367605.179570
  nChanged 10
		SP:Iteration 27Q (10011.180000 sec): 3 clusters
  Score: Raw -370290.931606 + Penalty 2682.552792 = -367608.378814
  nChanged 9
		SP:Iteration 28Q (10011.190000 sec): 3 clusters
  Score: Raw -370293.914519 + Penalty 2682.552792 = -367611.361727
  nChanged 6
		SP:Iteration 29Q (10011.200000 sec): 3 clusters
  Score: Raw -370295.710636 + Penalty 2682.552792 = -367613.157844
  nChanged 8
		SP:Iteration 30Q (10011.210000 sec): 3 clusters
  Score: Raw -370298.801782 + Penalty 2682.552792 = -367616.248990
  nChanged 7
		SP:Iteration 31Q (10011.210000 sec): 3 clusters
  Score: Raw -370300.507210 + Penalty 2682.552792 = -367617.954418
  nChanged 5
		SP:Iteration 32Q (10011.220000 sec): 3 clusters
  Score: Raw -370302.131249 + Penalty 2682.552792 = -367619.578458
  nChanged 9
		SP:Iteration 33Q (10011.230000 sec): 3 clusters
  Score: Raw -370304.939578 + Penalty 2682.552792 = -367622.386786
  nChanged 9
		SP:Iteration 34Q (10011.240000 sec): 3 clusters
  Score: Raw -370307.656416 + Penalty 2682.552792 = -367625.103624
  nChanged 5
		SP:Iteration 35Q (10011.250000 sec): 3 clusters
  Score: Raw -370309.121834 + Penalty 2682.552792 = -367626.569042
  nChanged 3
		SP:Iteration 36Q (10011.260000 sec): 3 clusters
  Score: Raw -370310.224748 + Penalty 2682.552792 = -367627.671956
  nChanged 6
		SP:Iteration 37Q (10011.270000 sec): 3 clusters
  Score: Raw -370312.646551 + Penalty 2682.552792 = -367630.093759
  nChanged 6
		SP:Iteration 38Q (10011.270000 sec): 3 clusters
  Score: Raw -370314.362517 + Penalty 2682.552792 = -367631.809725
  nChanged 6
		SP:Iteration 39Q (10011.280000 sec): 3 clusters
  Score: Raw -370316.410487 + Penalty 2682.552792 = -367633.857695
  nChanged 0
		SP:Iteration 40F (10011.290000 sec): 3 clusters
  Score: Raw -370316.410487 + Penalty 2682.552792 = -367633.857695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 67 (1244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10011.300000 sec): 2 clusters
  Score: Raw -128151.862915 + Penalty 1157.989182 = -126993.873733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10011.300000 sec): 3 clusters
  Score: Raw -127680.304835 + Penalty 2315.978364 = -125364.326471
  nChanged 410
		SP:Iteration 1F (10011.300000 sec): 3 clusters
  Score: Raw -127969.863129 + Penalty 2315.978364 = -125653.884766
  nChanged 71
		SP:Iteration 2F (10011.310000 sec): 3 clusters
  Score: Raw -128020.684364 + Penalty 2315.978364 = -125704.706000
  nChanged 33
		SP:Iteration 3Q (10011.310000 sec): 3 clusters
  Score: Raw -128045.154418 + Penalty 2315.978364 = -125729.176054
  nChanged 28
		SP:Iteration 4Q (10011.310000 sec): 3 clusters
  Score: Raw -128068.103166 + Penalty 2315.978364 = -125752.124802
  nChanged 22
		SP:Iteration 5Q (10011.310000 sec): 3 clusters
  Score: Raw -128083.832612 + Penalty 2315.978364 = -125767.854248
  nChanged 15
		SP:Iteration 6Q (10011.320000 sec): 3 clusters
  Score: Raw -128096.075152 + Penalty 2315.978364 = -125780.096788
  nChanged 20
		SP:Iteration 7Q (10011.320000 sec): 3 clusters
  Score: Raw -128111.584919 + Penalty 2315.978364 = -125795.606555
  nChanged 17
		SP:Iteration 8Q (10011.320000 sec): 3 clusters
  Score: Raw -128122.793698 + Penalty 2315.978364 = -125806.815334
  nChanged 18
		SP:Iteration 9Q (10011.330000 sec): 3 clusters
  Score: Raw -128136.255924 + Penalty 2315.978364 = -125820.277561
  nChanged 12
		SP:Iteration 10Q (10011.330000 sec): 3 clusters
  Score: Raw -128141.993828 + Penalty 2315.978364 = -125826.015465
  nChanged 7
		SP:Iteration 11Q (10011.330000 sec): 3 clusters
  Score: Raw -128145.205926 + Penalty 2315.978364 = -125829.227562
  nChanged 6
		SP:Iteration 12Q (10011.330000 sec): 3 clusters
  Score: Raw -128148.110833 + Penalty 2315.978364 = -125832.132469
  nChanged 5
		SP:Iteration 13Q (10011.340000 sec): 3 clusters
  Score: Raw -128150.273344 + Penalty 2315.978364 = -125834.294980
  nChanged 1
		SP:Iteration 14Q (10011.340000 sec): 3 clusters
  Score: Raw -128150.581401 + Penalty 2315.978364 = -125834.603037
  nChanged 0
		SP:Iteration 15F (10011.340000 sec): 3 clusters
  Score: Raw -128150.581401 + Penalty 2315.978364 = -125834.603037
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 68 (3450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10011.350000 sec): 2 clusters
  Score: Raw -323394.584912 + Penalty 1323.746045 = -322070.838867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10011.360000 sec): 3 clusters
  Score: Raw -321705.267778 + Penalty 2647.492091 = -319057.775687
  nChanged 1361
		SP:Iteration 1F (10011.370000 sec): 3 clusters
  Score: Raw -322491.277097 + Penalty 2647.492091 = -319843.785006
  nChanged 269
		SP:Iteration 2F (10011.380000 sec): 3 clusters
  Score: Raw -322682.408896 + Penalty 2647.492091 = -320034.916805
  nChanged 199
		SP:Iteration 3F (10011.390000 sec): 3 clusters
  Score: Raw -322853.152388 + Penalty 2647.492091 = -320205.660298
  nChanged 173
		SP:Iteration 4F (10011.390000 sec): 3 clusters
  Score: Raw -322995.913057 + Penalty 2647.492091 = -320348.420966
  nChanged 153
		SP:Iteration 5Q (10011.400000 sec): 3 clusters
  Score: Raw -323142.761932 + Penalty 2647.492091 = -320495.269841
  nChanged 150
		SP:Iteration 6Q (10011.410000 sec): 3 clusters
  Score: Raw -323263.028402 + Penalty 2647.492091 = -320615.536311
  nChanged 131
		SP:Iteration 7Q (10011.420000 sec): 3 clusters
  Score: Raw -323331.835148 + Penalty 2647.492091 = -320684.343057
  nChanged 102
		SP:Iteration 8Q (10011.430000 sec): 3 clusters
  Score: Raw -323382.244477 + Penalty 2647.492091 = -320734.752386
  nChanged 98
		SP:Iteration 9Q (10011.430000 sec): 3 clusters
  Score: Raw -323434.281724 + Penalty 2647.492091 = -320786.789633
  nChanged 81
		SP:Iteration 10Q (10011.440000 sec): 3 clusters
  Score: Raw -323478.730017 + Penalty 2647.492091 = -320831.237927
  nChanged 64
		SP:Iteration 11Q (10011.450000 sec): 3 clusters
  Score: Raw -323515.650054 + Penalty 2647.492091 = -320868.157964
  nChanged 62
		SP:Iteration 12Q (10011.450000 sec): 3 clusters
  Score: Raw -323537.587209 + Penalty 2647.492091 = -320890.095119
  nChanged 50
		SP:Iteration 13Q (10011.460000 sec): 3 clusters
  Score: Raw -323557.524548 + Penalty 2647.492091 = -320910.032457
  nChanged 36
		SP:Iteration 14Q (10011.470000 sec): 3 clusters
  Score: Raw -323572.278346 + Penalty 2647.492091 = -320924.786255
  nChanged 36
		SP:Iteration 15Q (10011.480000 sec): 3 clusters
  Score: Raw -323585.623333 + Penalty 2647.492091 = -320938.131242
  nChanged 36
		SP:Iteration 16Q (10011.490000 sec): 3 clusters
  Score: Raw -323599.227953 + Penalty 2647.492091 = -320951.735862
  nChanged 32
		SP:Iteration 17Q (10011.490000 sec): 3 clusters
  Score: Raw -323614.337635 + Penalty 2647.492091 = -320966.845544
  nChanged 36
		SP:Iteration 18Q (10011.500000 sec): 3 clusters
  Score: Raw -323629.145420 + Penalty 2647.492091 = -320981.653329
  nChanged 34
		SP:Iteration 19Q (10011.510000 sec): 3 clusters
  Score: Raw -323644.273132 + Penalty 2647.492091 = -320996.781041
  nChanged 38
		SP:Iteration 20F (10011.510000 sec): 3 clusters
  Score: Raw -323668.489540 + Penalty 2647.492091 = -321020.997449
  nChanged 39
		SP:Iteration 21Q (10011.520000 sec): 3 clusters
  Score: Raw -323686.102236 + Penalty 2647.492091 = -321038.610146
  nChanged 34
		SP:Iteration 22Q (10011.530000 sec): 3 clusters
  Score: Raw -323700.383449 + Penalty 2647.492091 = -321052.891358
  nChanged 29
		SP:Iteration 23Q (10011.540000 sec): 3 clusters
  Score: Raw -323711.776105 + Penalty 2647.492091 = -321064.284014
  nChanged 25
		SP:Iteration 24Q (10011.550000 sec): 3 clusters
  Score: Raw -323722.151618 + Penalty 2647.492091 = -321074.659527
  nChanged 18
		SP:Iteration 25Q (10011.550000 sec): 3 clusters
  Score: Raw -323729.349038 + Penalty 2647.492091 = -321081.856947
  nChanged 17
		SP:Iteration 26Q (10011.560000 sec): 3 clusters
  Score: Raw -323738.387192 + Penalty 2647.492091 = -321090.895102
  nChanged 25
		SP:Iteration 27Q (10011.570000 sec): 3 clusters
  Score: Raw -323749.112101 + Penalty 2647.492091 = -321101.620010
  nChanged 18
		SP:Iteration 28Q (10011.580000 sec): 3 clusters
  Score: Raw -323756.569671 + Penalty 2647.492091 = -321109.077581
  nChanged 16
		SP:Iteration 29Q (10011.590000 sec): 3 clusters
  Score: Raw -323760.825107 + Penalty 2647.492091 = -321113.333016
  nChanged 14
		SP:Iteration 30Q (10011.590000 sec): 3 clusters
  Score: Raw -323765.380323 + Penalty 2647.492091 = -321117.888232
  nChanged 16
		SP:Iteration 31Q (10011.600000 sec): 3 clusters
  Score: Raw -323772.456654 + Penalty 2647.492091 = -321124.964563
  nChanged 11
		SP:Iteration 32Q (10011.610000 sec): 3 clusters
  Score: Raw -323776.722288 + Penalty 2647.492091 = -321129.230197
  nChanged 15
		SP:Iteration 33Q (10011.610000 sec): 3 clusters
  Score: Raw -323782.534988 + Penalty 2647.492091 = -321135.042897
  nChanged 9
		SP:Iteration 34Q (10011.620000 sec): 3 clusters
  Score: Raw -323785.436739 + Penalty 2647.492091 = -321137.944648
  nChanged 5
		SP:Iteration 35Q (10011.630000 sec): 3 clusters
  Score: Raw -323786.854335 + Penalty 2647.492091 = -321139.362244
  nChanged 8
		SP:Iteration 36Q (10011.640000 sec): 3 clusters
  Score: Raw -323790.276523 + Penalty 2647.492091 = -321142.784432
  nChanged 8
		SP:Iteration 37Q (10011.650000 sec): 3 clusters
  Score: Raw -323793.643005 + Penalty 2647.492091 = -321146.150914
  nChanged 10
		SP:Iteration 38Q (10011.650000 sec): 3 clusters
  Score: Raw -323796.918597 + Penalty 2647.492091 = -321149.426506
  nChanged 9
		SP:Iteration 39Q (10011.660000 sec): 3 clusters
  Score: Raw -323801.167259 + Penalty 2647.492091 = -321153.675168
  nChanged 16
		SP:Iteration 40F (10011.670000 sec): 3 clusters
  Score: Raw -323810.797206 + Penalty 2647.492091 = -321163.305115
  nChanged 14
		SP:Iteration 41Q (10011.670000 sec): 3 clusters
  Score: Raw -323817.747038 + Penalty 2647.492091 = -321170.254947
  nChanged 18
		SP:Iteration 42Q (10011.680000 sec): 3 clusters
  Score: Raw -323826.660393 + Penalty 2647.492091 = -321179.168303
  nChanged 13
		SP:Iteration 43Q (10011.690000 sec): 3 clusters
  Score: Raw -323832.020613 + Penalty 2647.492091 = -321184.528523
  nChanged 10
		SP:Iteration 44Q (10011.700000 sec): 3 clusters
  Score: Raw -323837.753893 + Penalty 2647.492091 = -321190.261803
  nChanged 11
		SP:Iteration 45Q (10011.710000 sec): 3 clusters
  Score: Raw -323845.158069 + Penalty 2647.492091 = -321197.665978
  nChanged 13
		SP:Iteration 46Q (10011.710000 sec): 3 clusters
  Score: Raw -323854.360553 + Penalty 2647.492091 = -321206.868462
  nChanged 13
		SP:Iteration 47Q (10011.720000 sec): 3 clusters
  Score: Raw -323865.124681 + Penalty 2647.492091 = -321217.632590
  nChanged 15
		SP:Iteration 48Q (10011.730000 sec): 3 clusters
  Score: Raw -323876.421642 + Penalty 2647.492091 = -321228.929551
  nChanged 15
		SP:Iteration 49Q (10011.740000 sec): 3 clusters
  Score: Raw -323890.136418 + Penalty 2647.492091 = -321242.644327
  nChanged 11
		SP:Iteration 50Q (10011.750000 sec): 3 clusters
  Score: Raw -323899.372967 + Penalty 2647.492091 = -321251.880876
  nChanged 17
		SP:Iteration 51Q (10011.750000 sec): 3 clusters
  Score: Raw -323917.033454 + Penalty 2647.492091 = -321269.541363
  nChanged 23
		SP:Iteration 52Q (10011.760000 sec): 3 clusters
  Score: Raw -323938.235655 + Penalty 2647.492091 = -321290.743564
  nChanged 22
		SP:Iteration 53Q (10011.770000 sec): 3 clusters
  Score: Raw -323961.071576 + Penalty 2647.492091 = -321313.579485
  nChanged 24
		SP:Iteration 54Q (10011.770000 sec): 3 clusters
  Score: Raw -323988.049534 + Penalty 2647.492091 = -321340.557444
  nChanged 15
		SP:Iteration 55Q (10011.780000 sec): 3 clusters
  Score: Raw -323997.507971 + Penalty 2647.492091 = -321350.015880
  nChanged 7
		SP:Iteration 56Q (10011.790000 sec): 3 clusters
  Score: Raw -324002.121349 + Penalty 2647.492091 = -321354.629258
  nChanged 6
		SP:Iteration 57Q (10011.790000 sec): 3 clusters
  Score: Raw -324004.354123 + Penalty 2647.492091 = -321356.862033
  nChanged 4
		SP:Iteration 58Q (10011.800000 sec): 3 clusters
  Score: Raw -324005.579011 + Penalty 2647.492091 = -321358.086920
  nChanged 0
		SP:Iteration 59F (10011.810000 sec): 3 clusters
  Score: Raw -324005.579011 + Penalty 2647.492091 = -321358.086920
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 69 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10011.820000 sec): 2 clusters
  Score: Raw -223470.091107 + Penalty 1248.926747 = -222221.164359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10011.820000 sec): 3 clusters
  Score: Raw -222522.559675 + Penalty 2497.853495 = -220024.706180
  nChanged 766
		SP:Iteration 1F (10011.830000 sec): 3 clusters
  Score: Raw -223026.019246 + Penalty 2497.853495 = -220528.165751
  nChanged 184
		SP:Iteration 2F (10011.830000 sec): 3 clusters
  Score: Raw -223169.304418 + Penalty 2497.853495 = -220671.450923
  nChanged 98
		SP:Iteration 3Q (10011.840000 sec): 3 clusters
  Score: Raw -223238.693760 + Penalty 2497.853495 = -220740.840265
  nChanged 78
		SP:Iteration 4Q (10011.840000 sec): 3 clusters
  Score: Raw -223299.988871 + Penalty 2497.853495 = -220802.135377
  nChanged 67
		SP:Iteration 5Q (10011.850000 sec): 3 clusters
  Score: Raw -223341.805273 + Penalty 2497.853495 = -220843.951778
  nChanged 59
		SP:Iteration 6Q (10011.850000 sec): 3 clusters
  Score: Raw -223383.737223 + Penalty 2497.853495 = -220885.883728
  nChanged 48
		SP:Iteration 7Q (10011.860000 sec): 3 clusters
  Score: Raw -223415.057835 + Penalty 2497.853495 = -220917.204340
  nChanged 50
		SP:Iteration 8Q (10011.860000 sec): 3 clusters
  Score: Raw -223450.832901 + Penalty 2497.853495 = -220952.979406
  nChanged 49
		SP:Iteration 9Q (10011.870000 sec): 3 clusters
  Score: Raw -223497.688147 + Penalty 2497.853495 = -220999.834652
  nChanged 46
		SP:Iteration 10Q (10011.870000 sec): 3 clusters
  Score: Raw -223543.381965 + Penalty 2497.853495 = -221045.528470
  nChanged 46
		SP:Iteration 11Q (10011.880000 sec): 3 clusters
  Score: Raw -223582.966344 + Penalty 2497.853495 = -221085.112849
  nChanged 44
		SP:Iteration 12Q (10011.880000 sec): 3 clusters
  Score: Raw -223623.765929 + Penalty 2497.853495 = -221125.912434
  nChanged 48
		SP:Iteration 13Q (10011.890000 sec): 3 clusters
  Score: Raw -223671.633768 + Penalty 2497.853495 = -221173.780273
  nChanged 47
		SP:Iteration 14Q (10011.890000 sec): 3 clusters
  Score: Raw -223706.928665 + Penalty 2497.853495 = -221209.075170
  nChanged 42
		SP:Iteration 15Q (10011.900000 sec): 3 clusters
  Score: Raw -223751.209855 + Penalty 2497.853495 = -221253.356360
  nChanged 44
		SP:Iteration 16Q (10011.900000 sec): 3 clusters
  Score: Raw -223799.192427 + Penalty 2497.853495 = -221301.338932
  nChanged 41
		SP:Iteration 17Q (10011.910000 sec): 3 clusters
  Score: Raw -223847.874854 + Penalty 2497.853495 = -221350.021359
  nChanged 45
		SP:Iteration 18Q (10011.910000 sec): 3 clusters
  Score: Raw -223898.727105 + Penalty 2497.853495 = -221400.873610
  nChanged 41
		SP:Iteration 19Q (10011.910000 sec): 3 clusters
  Score: Raw -223948.131614 + Penalty 2497.853495 = -221450.278119
  nChanged 35
		SP:Iteration 20F (10011.920000 sec): 3 clusters
  Score: Raw -223992.012958 + Penalty 2497.853495 = -221494.159463
  nChanged 31
		SP:Iteration 21Q (10011.930000 sec): 3 clusters
  Score: Raw -224027.268169 + Penalty 2497.853495 = -221529.414675
  nChanged 27
		SP:Iteration 22Q (10011.930000 sec): 3 clusters
  Score: Raw -224052.663803 + Penalty 2497.853495 = -221554.810308
  nChanged 15
		SP:Iteration 23Q (10011.930000 sec): 3 clusters
  Score: Raw -224066.022683 + Penalty 2497.853495 = -221568.169188
  nChanged 13
		SP:Iteration 24Q (10011.940000 sec): 3 clusters
  Score: Raw -224078.699180 + Penalty 2497.853495 = -221580.845685
  nChanged 10
		SP:Iteration 25Q (10011.940000 sec): 3 clusters
  Score: Raw -224087.704755 + Penalty 2497.853495 = -221589.851260
  nChanged 9
		SP:Iteration 26Q (10011.950000 sec): 3 clusters
  Score: Raw -224093.947020 + Penalty 2497.853495 = -221596.093525
  nChanged 5
		SP:Iteration 27Q (10011.950000 sec): 3 clusters
  Score: Raw -224097.103678 + Penalty 2497.853495 = -221599.250183
  nChanged 1
		SP:Iteration 28Q (10011.950000 sec): 3 clusters
  Score: Raw -224097.874710 + Penalty 2497.853495 = -221600.021215
  nChanged 1
		SP:Iteration 29Q (10011.960000 sec): 3 clusters
  Score: Raw -224098.413377 + Penalty 2497.853495 = -221600.559882
  nChanged 2
		SP:Iteration 30Q (10011.960000 sec): 3 clusters
  Score: Raw -224101.142793 + Penalty 2497.853495 = -221603.289298
  nChanged 1
		SP:Iteration 31Q (10011.970000 sec): 3 clusters
  Score: Raw -224102.128568 + Penalty 2497.853495 = -221604.275073
  nChanged 0
		SP:Iteration 32F (10011.970000 sec): 3 clusters
  Score: Raw -224102.128568 + Penalty 2497.853495 = -221604.275073
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 70 (2292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10011.980000 sec): 2 clusters
  Score: Raw -221931.447889 + Penalty 1257.291763 = -220674.156127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10011.980000 sec): 3 clusters
  Score: Raw -220907.998689 + Penalty 2514.583525 = -218393.415164
  nChanged 832
		SP:Iteration 1F (10011.990000 sec): 3 clusters
  Score: Raw -221460.061394 + Penalty 2514.583525 = -218945.477869
  nChanged 211
		SP:Iteration 2F (10011.990000 sec): 3 clusters
  Score: Raw -221641.243605 + Penalty 2514.583525 = -219126.660080
  nChanged 133
		SP:Iteration 3F (10012.000000 sec): 3 clusters
  Score: Raw -221777.080118 + Penalty 2514.583525 = -219262.496593
  nChanged 119
		SP:Iteration 4F (10012.010000 sec): 3 clusters
  Score: Raw -221873.280441 + Penalty 2514.583525 = -219358.696915
  nChanged 95
		SP:Iteration 5Q (10012.010000 sec): 3 clusters
  Score: Raw -221946.736874 + Penalty 2514.583525 = -219432.153349
  nChanged 89
		SP:Iteration 6Q (10012.010000 sec): 3 clusters
  Score: Raw -222024.168835 + Penalty 2514.583525 = -219509.585310
  nChanged 85
		SP:Iteration 7Q (10012.020000 sec): 3 clusters
  Score: Raw -222096.238177 + Penalty 2514.583525 = -219581.654652
  nChanged 59
		SP:Iteration 8Q (10012.030000 sec): 3 clusters
  Score: Raw -222142.727912 + Penalty 2514.583525 = -219628.144386
  nChanged 43
		SP:Iteration 9Q (10012.030000 sec): 3 clusters
  Score: Raw -222174.147932 + Penalty 2514.583525 = -219659.564406
  nChanged 33
		SP:Iteration 10Q (10012.030000 sec): 3 clusters
  Score: Raw -222202.174538 + Penalty 2514.583525 = -219687.591012
  nChanged 30
		SP:Iteration 11Q (10012.040000 sec): 3 clusters
  Score: Raw -222222.442191 + Penalty 2514.583525 = -219707.858666
  nChanged 23
		SP:Iteration 12Q (10012.050000 sec): 3 clusters
  Score: Raw -222238.948084 + Penalty 2514.583525 = -219724.364558
  nChanged 20
		SP:Iteration 13Q (10012.050000 sec): 3 clusters
  Score: Raw -222256.207386 + Penalty 2514.583525 = -219741.623860
  nChanged 18
		SP:Iteration 14Q (10012.060000 sec): 3 clusters
  Score: Raw -222275.758755 + Penalty 2514.583525 = -219761.175229
  nChanged 20
		SP:Iteration 15Q (10012.060000 sec): 3 clusters
  Score: Raw -222292.547081 + Penalty 2514.583525 = -219777.963556
  nChanged 13
		SP:Iteration 16Q (10012.070000 sec): 3 clusters
  Score: Raw -222304.914363 + Penalty 2514.583525 = -219790.330838
  nChanged 8
		SP:Iteration 17Q (10012.070000 sec): 3 clusters
  Score: Raw -222312.068046 + Penalty 2514.583525 = -219797.484521
  nChanged 11
		SP:Iteration 18Q (10012.070000 sec): 3 clusters
  Score: Raw -222320.739698 + Penalty 2514.583525 = -219806.156173
  nChanged 6
		SP:Iteration 19Q (10012.080000 sec): 3 clusters
  Score: Raw -222327.186398 + Penalty 2514.583525 = -219812.602872
  nChanged 5
		SP:Iteration 20F (10012.090000 sec): 3 clusters
  Score: Raw -222332.401946 + Penalty 2514.583525 = -219817.818420
  nChanged 2
		SP:Iteration 21Q (10012.090000 sec): 3 clusters
  Score: Raw -222334.334712 + Penalty 2514.583525 = -219819.751186
  nChanged 2
		SP:Iteration 22Q (10012.090000 sec): 3 clusters
  Score: Raw -222335.943759 + Penalty 2514.583525 = -219821.360234
  nChanged 3
		SP:Iteration 23Q (10012.100000 sec): 3 clusters
  Score: Raw -222338.003817 + Penalty 2514.583525 = -219823.420291
  nChanged 1
		SP:Iteration 24Q (10012.110000 sec): 3 clusters
  Score: Raw -222338.576745 + Penalty 2514.583525 = -219823.993220
  nChanged 0
		SP:Iteration 25F (10012.110000 sec): 3 clusters
  Score: Raw -222338.576745 + Penalty 2514.583525 = -219823.993220
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 71 (1978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10012.120000 sec): 2 clusters
  Score: Raw -188773.382415 + Penalty 1233.349246 = -187540.033169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10012.120000 sec): 3 clusters
  Score: Raw -187972.955467 + Penalty 2466.698491 = -185506.256975
  nChanged 696
		SP:Iteration 1F (10012.130000 sec): 3 clusters
  Score: Raw -188450.023747 + Penalty 2466.698491 = -185983.325255
  nChanged 161
		SP:Iteration 2F (10012.130000 sec): 3 clusters
  Score: Raw -188600.069398 + Penalty 2466.698491 = -186133.370907
  nChanged 116
		SP:Iteration 3F (10012.130000 sec): 3 clusters
  Score: Raw -188697.256737 + Penalty 2466.698491 = -186230.558246
  nChanged 84
		SP:Iteration 4Q (10012.140000 sec): 3 clusters
  Score: Raw -188757.270707 + Penalty 2466.698491 = -186290.572216
  nChanged 45
		SP:Iteration 5Q (10012.150000 sec): 3 clusters
  Score: Raw -188789.886805 + Penalty 2466.698491 = -186323.188314
  nChanged 38
		SP:Iteration 6Q (10012.150000 sec): 3 clusters
  Score: Raw -188810.645826 + Penalty 2466.698491 = -186343.947335
  nChanged 26
		SP:Iteration 7Q (10012.150000 sec): 3 clusters
  Score: Raw -188821.407617 + Penalty 2466.698491 = -186354.709126
  nChanged 16
		SP:Iteration 8Q (10012.160000 sec): 3 clusters
  Score: Raw -188829.446171 + Penalty 2466.698491 = -186362.747680
  nChanged 14
		SP:Iteration 9Q (10012.160000 sec): 3 clusters
  Score: Raw -188837.192671 + Penalty 2466.698491 = -186370.494180
  nChanged 12
		SP:Iteration 10Q (10012.170000 sec): 3 clusters
  Score: Raw -188843.639779 + Penalty 2466.698491 = -186376.941288
  nChanged 12
		SP:Iteration 11Q (10012.170000 sec): 3 clusters
  Score: Raw -188848.222267 + Penalty 2466.698491 = -186381.523775
  nChanged 10
		SP:Iteration 12Q (10012.170000 sec): 3 clusters
  Score: Raw -188851.487713 + Penalty 2466.698491 = -186384.789222
  nChanged 8
		SP:Iteration 13Q (10012.180000 sec): 3 clusters
  Score: Raw -188857.467906 + Penalty 2466.698491 = -186390.769414
  nChanged 7
		SP:Iteration 14Q (10012.190000 sec): 3 clusters
  Score: Raw -188862.949011 + Penalty 2466.698491 = -186396.250519
  nChanged 9
		SP:Iteration 15Q (10012.190000 sec): 3 clusters
  Score: Raw -188868.139209 + Penalty 2466.698491 = -186401.440718
  nChanged 8
		SP:Iteration 16Q (10012.190000 sec): 3 clusters
  Score: Raw -188871.459830 + Penalty 2466.698491 = -186404.761338
  nChanged 7
		SP:Iteration 17Q (10012.200000 sec): 3 clusters
  Score: Raw -188875.158959 + Penalty 2466.698491 = -186408.460468
  nChanged 5
		SP:Iteration 18Q (10012.200000 sec): 3 clusters
  Score: Raw -188878.511814 + Penalty 2466.698491 = -186411.813323
  nChanged 5
		SP:Iteration 19Q (10012.210000 sec): 3 clusters
  Score: Raw -188881.055127 + Penalty 2466.698491 = -186414.356636
  nChanged 2
		SP:Iteration 20F (10012.210000 sec): 3 clusters
  Score: Raw -188881.426885 + Penalty 2466.698491 = -186414.728394
  nChanged 1
		SP:Iteration 21Q (10012.210000 sec): 3 clusters
  Score: Raw -188881.889273 + Penalty 2466.698491 = -186415.190781
  nChanged 1
		SP:Iteration 22Q (10012.220000 sec): 3 clusters
  Score: Raw -188882.165151 + Penalty 2466.698491 = -186415.466659
  nChanged 2
		SP:Iteration 23Q (10012.220000 sec): 3 clusters
  Score: Raw -188882.525973 + Penalty 2466.698491 = -186415.827482
  nChanged 0
		SP:Iteration 24F (10012.230000 sec): 3 clusters
  Score: Raw -188882.525973 + Penalty 2466.698491 = -186415.827482
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 72 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10012.230000 sec): 2 clusters
  Score: Raw -11173.428138 + Penalty 807.594661 = -10365.833477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10012.230000 sec): 3 clusters
  Score: Raw -11327.421721 + Penalty 1615.189322 = -9712.232399
  nChanged 15
		SP:Iteration 1F (10012.230000 sec): 3 clusters
  Score: Raw -11426.807270 + Penalty 1615.189322 = -9811.617947
  nChanged 5
		SP:Iteration 2Q (10012.230000 sec): 3 clusters
  Score: Raw -11481.484483 + Penalty 1615.189322 = -9866.295161
  nChanged 2
		SP:Iteration 3Q (10012.230000 sec): 3 clusters
  Score: Raw -11507.204591 + Penalty 1615.189322 = -9892.015268
  nChanged 0
		SP:Iteration 4F (10012.230000 sec): 3 clusters
  Score: Raw -11507.204591 + Penalty 1615.189322 = -9892.015268
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 73 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10012.240000 sec): 2 clusters
  Score: Raw -351301.510713 + Penalty 1323.604680 = -349977.906033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10012.250000 sec): 3 clusters
  Score: Raw -349619.108813 + Penalty 2647.209359 = -346971.899454
  nChanged 1305
		SP:Iteration 1F (10012.260000 sec): 3 clusters
  Score: Raw -350448.413819 + Penalty 2647.209359 = -347801.204460
  nChanged 264
		SP:Iteration 2F (10012.270000 sec): 3 clusters
  Score: Raw -350628.949672 + Penalty 2647.209359 = -347981.740313
  nChanged 201
		SP:Iteration 3F (10012.270000 sec): 3 clusters
  Score: Raw -350775.289377 + Penalty 2647.209359 = -348128.080018
  nChanged 167
		SP:Iteration 4Q (10012.280000 sec): 3 clusters
  Score: Raw -350914.632290 + Penalty 2647.209359 = -348267.422930
  nChanged 185
		SP:Iteration 5F (10012.290000 sec): 3 clusters
  Score: Raw -351078.268779 + Penalty 2647.209359 = -348431.059420
  nChanged 180
		SP:Iteration 6F (10012.300000 sec): 3 clusters
  Score: Raw -351253.050531 + Penalty 2647.209359 = -348605.841172
  nChanged 167
		SP:Iteration 7Q (10012.310000 sec): 3 clusters
  Score: Raw -351414.607855 + Penalty 2647.209359 = -348767.398496
  nChanged 149
		SP:Iteration 8Q (10012.310000 sec): 3 clusters
  Score: Raw -351581.273353 + Penalty 2647.209359 = -348934.063994
  nChanged 149
		SP:Iteration 9Q (10012.320000 sec): 3 clusters
  Score: Raw -351745.205739 + Penalty 2647.209359 = -349097.996380
  nChanged 123
		SP:Iteration 10Q (10012.330000 sec): 3 clusters
  Score: Raw -351856.229335 + Penalty 2647.209359 = -349209.019976
  nChanged 87
		SP:Iteration 11Q (10012.340000 sec): 3 clusters
  Score: Raw -351929.466770 + Penalty 2647.209359 = -349282.257411
  nChanged 75
		SP:Iteration 12Q (10012.350000 sec): 3 clusters
  Score: Raw -351976.484376 + Penalty 2647.209359 = -349329.275017
  nChanged 47
		SP:Iteration 13Q (10012.350000 sec): 3 clusters
  Score: Raw -352000.716959 + Penalty 2647.209359 = -349353.507600
  nChanged 39
		SP:Iteration 14Q (10012.360000 sec): 3 clusters
  Score: Raw -352021.554483 + Penalty 2647.209359 = -349374.345124
  nChanged 26
		SP:Iteration 15Q (10012.370000 sec): 3 clusters
  Score: Raw -352031.852889 + Penalty 2647.209359 = -349384.643530
  nChanged 21
		SP:Iteration 16Q (10012.370000 sec): 3 clusters
  Score: Raw -352040.059811 + Penalty 2647.209359 = -349392.850452
  nChanged 12
		SP:Iteration 17Q (10012.380000 sec): 3 clusters
  Score: Raw -352043.585570 + Penalty 2647.209359 = -349396.376211
  nChanged 8
		SP:Iteration 18Q (10012.390000 sec): 3 clusters
  Score: Raw -352046.421424 + Penalty 2647.209359 = -349399.212065
  nChanged 13
		SP:Iteration 19Q (10012.400000 sec): 3 clusters
  Score: Raw -352050.931039 + Penalty 2647.209359 = -349403.721680
  nChanged 9
		SP:Iteration 20F (10012.410000 sec): 3 clusters
  Score: Raw -352053.308323 + Penalty 2647.209359 = -349406.098964
  nChanged 7
		SP:Iteration 21Q (10012.410000 sec): 3 clusters
  Score: Raw -352055.505518 + Penalty 2647.209359 = -349408.296159
  nChanged 9
		SP:Iteration 22Q (10012.420000 sec): 3 clusters
  Score: Raw -352058.427747 + Penalty 2647.209359 = -349411.218388
  nChanged 4
		SP:Iteration 23Q (10012.430000 sec): 3 clusters
  Score: Raw -352059.517265 + Penalty 2647.209359 = -349412.307906
  nChanged 4
		SP:Iteration 24Q (10012.430000 sec): 3 clusters
  Score: Raw -352060.510196 + Penalty 2647.209359 = -349413.300837
  nChanged 3
		SP:Iteration 25Q (10012.440000 sec): 3 clusters
  Score: Raw -352061.310244 + Penalty 2647.209359 = -349414.100885
  nChanged 1
		SP:Iteration 26Q (10012.450000 sec): 3 clusters
  Score: Raw -352061.613496 + Penalty 2647.209359 = -349414.404137
  nChanged 2
		SP:Iteration 27Q (10012.460000 sec): 3 clusters
  Score: Raw -352062.292802 + Penalty 2647.209359 = -349415.083443
  nChanged 2
		SP:Iteration 28Q (10012.470000 sec): 3 clusters
  Score: Raw -352062.769587 + Penalty 2647.209359 = -349415.560228
  nChanged 1
		SP:Iteration 29Q (10012.470000 sec): 3 clusters
  Score: Raw -352063.006188 + Penalty 2647.209359 = -349415.796829
  nChanged 0
		SP:Iteration 30F (10012.480000 sec): 3 clusters
  Score: Raw -352063.006188 + Penalty 2647.209359 = -349415.796829
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 74 (4716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10012.490000 sec): 2 clusters
  Score: Raw -469185.551261 + Penalty 1374.541393 = -467811.009868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10012.510000 sec): 3 clusters
  Score: Raw -466731.387439 + Penalty 2749.082785 = -463982.304654
  nChanged 1906
		SP:Iteration 1F (10012.510000 sec): 3 clusters
  Score: Raw -467792.151460 + Penalty 2749.082785 = -465043.068675
  nChanged 398
		SP:Iteration 2F (10012.530000 sec): 3 clusters
  Score: Raw -468034.989344 + Penalty 2749.082785 = -465285.906559
  nChanged 306
		SP:Iteration 3F (10012.540000 sec): 3 clusters
  Score: Raw -468216.680259 + Penalty 2749.082785 = -465467.597474
  nChanged 243
		SP:Iteration 4F (10012.550000 sec): 3 clusters
  Score: Raw -468349.857393 + Penalty 2749.082785 = -465600.774608
  nChanged 210
		SP:Iteration 5Q (10012.560000 sec): 3 clusters
  Score: Raw -468478.296882 + Penalty 2749.082785 = -465729.214097
  nChanged 206
		SP:Iteration 6Q (10012.570000 sec): 3 clusters
  Score: Raw -468603.245044 + Penalty 2749.082785 = -465854.162259
  nChanged 205
		SP:Iteration 7Q (10012.580000 sec): 3 clusters
  Score: Raw -468743.032312 + Penalty 2749.082785 = -465993.949527
  nChanged 197
		SP:Iteration 8Q (10012.590000 sec): 3 clusters
  Score: Raw -468901.469110 + Penalty 2749.082785 = -466152.386325
  nChanged 211
		SP:Iteration 9Q (10012.600000 sec): 3 clusters
  Score: Raw -469060.970120 + Penalty 2749.082785 = -466311.887335
  nChanged 183
		SP:Iteration 10Q (10012.610000 sec): 3 clusters
  Score: Raw -469211.148753 + Penalty 2749.082785 = -466462.065968
  nChanged 185
		SP:Iteration 11Q (10012.620000 sec): 3 clusters
  Score: Raw -469352.961852 + Penalty 2749.082785 = -466603.879067
  nChanged 136
		SP:Iteration 12Q (10012.630000 sec): 3 clusters
  Score: Raw -469442.185031 + Penalty 2749.082785 = -466693.102246
  nChanged 96
		SP:Iteration 13Q (10012.640000 sec): 3 clusters
  Score: Raw -469505.327944 + Penalty 2749.082785 = -466756.245159
  nChanged 77
		SP:Iteration 14Q (10012.650000 sec): 3 clusters
  Score: Raw -469552.659860 + Penalty 2749.082785 = -466803.577075
  nChanged 60
		SP:Iteration 15Q (10012.670000 sec): 3 clusters
  Score: Raw -469587.296832 + Penalty 2749.082785 = -466838.214047
  nChanged 46
		SP:Iteration 16Q (10012.670000 sec): 3 clusters
  Score: Raw -469609.694141 + Penalty 2749.082785 = -466860.611356
  nChanged 35
		SP:Iteration 17Q (10012.690000 sec): 3 clusters
  Score: Raw -469625.848283 + Penalty 2749.082785 = -466876.765498
  nChanged 20
		SP:Iteration 18Q (10012.700000 sec): 3 clusters
  Score: Raw -469634.669186 + Penalty 2749.082785 = -466885.586401
  nChanged 19
		SP:Iteration 19Q (10012.710000 sec): 3 clusters
  Score: Raw -469642.979517 + Penalty 2749.082785 = -466893.896732
  nChanged 17
		SP:Iteration 20F (10012.720000 sec): 3 clusters
  Score: Raw -469650.985896 + Penalty 2749.082785 = -466901.903111
  nChanged 9
		SP:Iteration 21Q (10012.730000 sec): 3 clusters
  Score: Raw -469654.704563 + Penalty 2749.082785 = -466905.621778
  nChanged 6
		SP:Iteration 22Q (10012.740000 sec): 3 clusters
  Score: Raw -469657.233000 + Penalty 2749.082785 = -466908.150215
  nChanged 5
		SP:Iteration 23Q (10012.750000 sec): 3 clusters
  Score: Raw -469658.995355 + Penalty 2749.082785 = -466909.912570
  nChanged 7
		SP:Iteration 24Q (10012.760000 sec): 3 clusters
  Score: Raw -469662.098396 + Penalty 2749.082785 = -466913.015610
  nChanged 7
		SP:Iteration 25Q (10012.770000 sec): 3 clusters
  Score: Raw -469665.481777 + Penalty 2749.082785 = -466916.398992
  nChanged 6
		SP:Iteration 26Q (10012.780000 sec): 3 clusters
  Score: Raw -469668.649479 + Penalty 2749.082785 = -466919.566694
  nChanged 9
		SP:Iteration 27Q (10012.790000 sec): 3 clusters
  Score: Raw -469673.136149 + Penalty 2749.082785 = -466924.053364
  nChanged 7
		SP:Iteration 28Q (10012.800000 sec): 3 clusters
  Score: Raw -469677.452230 + Penalty 2749.082785 = -466928.369445
  nChanged 4
		SP:Iteration 29Q (10012.810000 sec): 3 clusters
  Score: Raw -469678.838840 + Penalty 2749.082785 = -466929.756055
  nChanged 1
		SP:Iteration 30Q (10012.820000 sec): 3 clusters
  Score: Raw -469679.308955 + Penalty 2749.082785 = -466930.226170
  nChanged 0
		SP:Iteration 31F (10012.830000 sec): 3 clusters
  Score: Raw -469679.308955 + Penalty 2749.082785 = -466930.226170
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 75 (3103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10012.840000 sec): 2 clusters
  Score: Raw -296737.506639 + Penalty 1306.520258 = -295430.986381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10012.850000 sec): 3 clusters
  Score: Raw -295244.355043 + Penalty 2613.040516 = -292631.314527
  nChanged 1239
		SP:Iteration 1F (10012.860000 sec): 3 clusters
  Score: Raw -296064.525333 + Penalty 2613.040516 = -293451.484817
  nChanged 293
		SP:Iteration 2F (10012.870000 sec): 3 clusters
  Score: Raw -296320.679860 + Penalty 2613.040516 = -293707.639344
  nChanged 209
		SP:Iteration 3F (10012.870000 sec): 3 clusters
  Score: Raw -296526.690046 + Penalty 2613.040516 = -293913.649530
  nChanged 186
		SP:Iteration 4F (10012.880000 sec): 3 clusters
  Score: Raw -296740.320731 + Penalty 2613.040516 = -294127.280215
  nChanged 165
		SP:Iteration 5F (10012.890000 sec): 3 clusters
  Score: Raw -296897.580356 + Penalty 2613.040516 = -294284.539840
  nChanged 121
		SP:Iteration 6Q (10012.890000 sec): 3 clusters
  Score: Raw -297001.240202 + Penalty 2613.040516 = -294388.199686
  nChanged 100
		SP:Iteration 7Q (10012.900000 sec): 3 clusters
  Score: Raw -297075.618502 + Penalty 2613.040516 = -294462.577986
  nChanged 85
		SP:Iteration 8Q (10012.910000 sec): 3 clusters
  Score: Raw -297126.890380 + Penalty 2613.040516 = -294513.849864
  nChanged 54
		SP:Iteration 9Q (10012.910000 sec): 3 clusters
  Score: Raw -297162.645136 + Penalty 2613.040516 = -294549.604620
  nChanged 53
		SP:Iteration 10Q (10012.920000 sec): 3 clusters
  Score: Raw -297193.671786 + Penalty 2613.040516 = -294580.631270
  nChanged 43
		SP:Iteration 11Q (10012.930000 sec): 3 clusters
  Score: Raw -297216.851628 + Penalty 2613.040516 = -294603.811112
  nChanged 32
		SP:Iteration 12Q (10012.930000 sec): 3 clusters
  Score: Raw -297232.518816 + Penalty 2613.040516 = -294619.478300
  nChanged 29
		SP:Iteration 13Q (10012.940000 sec): 3 clusters
  Score: Raw -297247.470810 + Penalty 2613.040516 = -294634.430294
  nChanged 28
		SP:Iteration 14Q (10012.950000 sec): 3 clusters
  Score: Raw -297258.580456 + Penalty 2613.040516 = -294645.539940
  nChanged 14
		SP:Iteration 15Q (10012.950000 sec): 3 clusters
  Score: Raw -297263.606729 + Penalty 2613.040516 = -294650.566213
  nChanged 17
		SP:Iteration 16Q (10012.960000 sec): 3 clusters
  Score: Raw -297269.766597 + Penalty 2613.040516 = -294656.726081
  nChanged 17
		SP:Iteration 17Q (10012.970000 sec): 3 clusters
  Score: Raw -297275.873512 + Penalty 2613.040516 = -294662.832996
  nChanged 18
		SP:Iteration 18Q (10012.980000 sec): 3 clusters
  Score: Raw -297282.113033 + Penalty 2613.040516 = -294669.072517
  nChanged 17
		SP:Iteration 19Q (10012.990000 sec): 3 clusters
  Score: Raw -297288.770228 + Penalty 2613.040516 = -294675.729712
  nChanged 20
		SP:Iteration 20F (10012.990000 sec): 3 clusters
  Score: Raw -297297.338881 + Penalty 2613.040516 = -294684.298365
  nChanged 21
		SP:Iteration 21Q (10013.000000 sec): 3 clusters
  Score: Raw -297305.807324 + Penalty 2613.040516 = -294692.766808
  nChanged 27
		SP:Iteration 22Q (10013.010000 sec): 3 clusters
  Score: Raw -297316.203537 + Penalty 2613.040516 = -294703.163021
  nChanged 20
		SP:Iteration 23Q (10013.010000 sec): 3 clusters
  Score: Raw -297324.114209 + Penalty 2613.040516 = -294711.073693
  nChanged 18
		SP:Iteration 24Q (10013.020000 sec): 3 clusters
  Score: Raw -297331.346581 + Penalty 2613.040516 = -294718.306065
  nChanged 14
		SP:Iteration 25Q (10013.030000 sec): 3 clusters
  Score: Raw -297336.157395 + Penalty 2613.040516 = -294723.116879
  nChanged 15
		SP:Iteration 26Q (10013.030000 sec): 3 clusters
  Score: Raw -297342.147771 + Penalty 2613.040516 = -294729.107255
  nChanged 15
		SP:Iteration 27Q (10013.040000 sec): 3 clusters
  Score: Raw -297346.641247 + Penalty 2613.040516 = -294733.600731
  nChanged 14
		SP:Iteration 28Q (10013.040000 sec): 3 clusters
  Score: Raw -297351.077634 + Penalty 2613.040516 = -294738.037118
  nChanged 13
		SP:Iteration 29Q (10013.050000 sec): 3 clusters
  Score: Raw -297355.450726 + Penalty 2613.040516 = -294742.410210
  nChanged 9
		SP:Iteration 30Q (10013.060000 sec): 3 clusters
  Score: Raw -297357.498614 + Penalty 2613.040516 = -294744.458098
  nChanged 11
		SP:Iteration 31Q (10013.060000 sec): 3 clusters
  Score: Raw -297360.716675 + Penalty 2613.040516 = -294747.676159
  nChanged 14
		SP:Iteration 32Q (10013.070000 sec): 3 clusters
  Score: Raw -297366.155978 + Penalty 2613.040516 = -294753.115462
  nChanged 14
		SP:Iteration 33Q (10013.080000 sec): 3 clusters
  Score: Raw -297372.605561 + Penalty 2613.040516 = -294759.565045
  nChanged 10
		SP:Iteration 34Q (10013.080000 sec): 3 clusters
  Score: Raw -297376.000115 + Penalty 2613.040516 = -294762.959599
  nChanged 11
		SP:Iteration 35Q (10013.090000 sec): 3 clusters
  Score: Raw -297378.470342 + Penalty 2613.040516 = -294765.429826
  nChanged 8
		SP:Iteration 36Q (10013.100000 sec): 3 clusters
  Score: Raw -297380.711371 + Penalty 2613.040516 = -294767.670855
  nChanged 6
		SP:Iteration 37Q (10013.100000 sec): 3 clusters
  Score: Raw -297382.804974 + Penalty 2613.040516 = -294769.764458
  nChanged 7
		SP:Iteration 38Q (10013.110000 sec): 3 clusters
  Score: Raw -297384.259259 + Penalty 2613.040516 = -294771.218743
  nChanged 5
		SP:Iteration 39Q (10013.120000 sec): 3 clusters
  Score: Raw -297385.160656 + Penalty 2613.040516 = -294772.120140
  nChanged 3
		SP:Iteration 40F (10013.120000 sec): 3 clusters
  Score: Raw -297385.871549 + Penalty 2613.040516 = -294772.831033
  nChanged 3
		SP:Iteration 41Q (10013.130000 sec): 3 clusters
  Score: Raw -297387.044287 + Penalty 2613.040516 = -294774.003771
  nChanged 2
		SP:Iteration 42Q (10013.140000 sec): 3 clusters
  Score: Raw -297387.466709 + Penalty 2613.040516 = -294774.426193
  nChanged 2
		SP:Iteration 43Q (10013.140000 sec): 3 clusters
  Score: Raw -297387.951178 + Penalty 2613.040516 = -294774.910662
  nChanged 0
		SP:Iteration 44F (10013.150000 sec): 3 clusters
  Score: Raw -297387.951178 + Penalty 2613.040516 = -294774.910662
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 76 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.160000 sec): 2 clusters
  Score: Raw -172259.782910 + Penalty 1226.125834 = -171033.657076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.160000 sec): 3 clusters
  Score: Raw -171491.192703 + Penalty 2452.251669 = -169038.941035
  nChanged 644
		SP:Iteration 1F (10013.160000 sec): 3 clusters
  Score: Raw -171961.583070 + Penalty 2452.251669 = -169509.331401
  nChanged 150
		SP:Iteration 2F (10013.170000 sec): 3 clusters
  Score: Raw -172103.302419 + Penalty 2452.251669 = -169651.050750
  nChanged 126
		SP:Iteration 3F (10013.180000 sec): 3 clusters
  Score: Raw -172234.554187 + Penalty 2452.251669 = -169782.302518
  nChanged 97
		SP:Iteration 4F (10013.180000 sec): 3 clusters
  Score: Raw -172322.000189 + Penalty 2452.251669 = -169869.748520
  nChanged 78
		SP:Iteration 5Q (10013.190000 sec): 3 clusters
  Score: Raw -172393.437187 + Penalty 2452.251669 = -169941.185519
  nChanged 63
		SP:Iteration 6Q (10013.190000 sec): 3 clusters
  Score: Raw -172438.880642 + Penalty 2452.251669 = -169986.628974
  nChanged 50
		SP:Iteration 7Q (10013.200000 sec): 3 clusters
  Score: Raw -172476.325668 + Penalty 2452.251669 = -170024.073999
  nChanged 49
		SP:Iteration 8Q (10013.200000 sec): 3 clusters
  Score: Raw -172515.908781 + Penalty 2452.251669 = -170063.657112
  nChanged 38
		SP:Iteration 9Q (10013.200000 sec): 3 clusters
  Score: Raw -172541.900856 + Penalty 2452.251669 = -170089.649187
  nChanged 30
		SP:Iteration 10Q (10013.210000 sec): 3 clusters
  Score: Raw -172558.187653 + Penalty 2452.251669 = -170105.935984
  nChanged 30
		SP:Iteration 11Q (10013.210000 sec): 3 clusters
  Score: Raw -172579.044322 + Penalty 2452.251669 = -170126.792653
  nChanged 25
		SP:Iteration 12Q (10013.220000 sec): 3 clusters
  Score: Raw -172596.926154 + Penalty 2452.251669 = -170144.674485
  nChanged 24
		SP:Iteration 13Q (10013.220000 sec): 3 clusters
  Score: Raw -172609.132558 + Penalty 2452.251669 = -170156.880890
  nChanged 13
		SP:Iteration 14Q (10013.220000 sec): 3 clusters
  Score: Raw -172617.132620 + Penalty 2452.251669 = -170164.880951
  nChanged 14
		SP:Iteration 15Q (10013.230000 sec): 3 clusters
  Score: Raw -172623.203705 + Penalty 2452.251669 = -170170.952036
  nChanged 12
		SP:Iteration 16Q (10013.240000 sec): 3 clusters
  Score: Raw -172629.980901 + Penalty 2452.251669 = -170177.729232
  nChanged 10
		SP:Iteration 17Q (10013.240000 sec): 3 clusters
  Score: Raw -172636.959976 + Penalty 2452.251669 = -170184.708308
  nChanged 6
		SP:Iteration 18Q (10013.240000 sec): 3 clusters
  Score: Raw -172639.181182 + Penalty 2452.251669 = -170186.929513
  nChanged 4
		SP:Iteration 19Q (10013.250000 sec): 3 clusters
  Score: Raw -172640.389749 + Penalty 2452.251669 = -170188.138080
  nChanged 6
		SP:Iteration 20F (10013.250000 sec): 3 clusters
  Score: Raw -172642.696395 + Penalty 2452.251669 = -170190.444726
  nChanged 3
		SP:Iteration 21Q (10013.260000 sec): 3 clusters
  Score: Raw -172644.796711 + Penalty 2452.251669 = -170192.545042
  nChanged 2
		SP:Iteration 22Q (10013.260000 sec): 3 clusters
  Score: Raw -172646.208122 + Penalty 2452.251669 = -170193.956453
  nChanged 5
		SP:Iteration 23Q (10013.260000 sec): 3 clusters
  Score: Raw -172648.462301 + Penalty 2452.251669 = -170196.210632
  nChanged 1
		SP:Iteration 24Q (10013.270000 sec): 3 clusters
  Score: Raw -172648.709583 + Penalty 2452.251669 = -170196.457915
  nChanged 1
		SP:Iteration 25Q (10013.270000 sec): 3 clusters
  Score: Raw -172649.020154 + Penalty 2452.251669 = -170196.768485
  nChanged 1
		SP:Iteration 26Q (10013.280000 sec): 3 clusters
  Score: Raw -172650.336376 + Penalty 2452.251669 = -170198.084707
  nChanged 3
		SP:Iteration 27Q (10013.280000 sec): 3 clusters
  Score: Raw -172652.797544 + Penalty 2452.251669 = -170200.545876
  nChanged 3
		SP:Iteration 28Q (10013.280000 sec): 3 clusters
  Score: Raw -172653.968687 + Penalty 2452.251669 = -170201.717018
  nChanged 2
		SP:Iteration 29Q (10013.290000 sec): 3 clusters
  Score: Raw -172654.904957 + Penalty 2452.251669 = -170202.653288
  nChanged 2
		SP:Iteration 30Q (10013.290000 sec): 3 clusters
  Score: Raw -172655.805739 + Penalty 2452.251669 = -170203.554071
  nChanged 3
		SP:Iteration 31Q (10013.300000 sec): 3 clusters
  Score: Raw -172657.535625 + Penalty 2452.251669 = -170205.283956
  nChanged 4
		SP:Iteration 32Q (10013.300000 sec): 3 clusters
  Score: Raw -172659.192811 + Penalty 2452.251669 = -170206.941142
  nChanged 1
		SP:Iteration 33Q (10013.300000 sec): 3 clusters
  Score: Raw -172659.411055 + Penalty 2452.251669 = -170207.159386
  nChanged 1
		SP:Iteration 34Q (10013.310000 sec): 3 clusters
  Score: Raw -172659.886149 + Penalty 2452.251669 = -170207.634481
  nChanged 1
		SP:Iteration 35Q (10013.310000 sec): 3 clusters
  Score: Raw -172661.040994 + Penalty 2452.251669 = -170208.789325
  nChanged 2
		SP:Iteration 36Q (10013.320000 sec): 3 clusters
  Score: Raw -172662.830005 + Penalty 2452.251669 = -170210.578337
  nChanged 0
		SP:Iteration 37F (10013.320000 sec): 3 clusters
  Score: Raw -172662.830005 + Penalty 2452.251669 = -170210.578337
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 77 (1859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.330000 sec): 2 clusters
  Score: Raw -174422.719570 + Penalty 1223.266523 = -173199.453047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.330000 sec): 3 clusters
  Score: Raw -173667.548394 + Penalty 2446.533046 = -171221.015348
  nChanged 622
		SP:Iteration 1F (10013.340000 sec): 3 clusters
  Score: Raw -174096.920558 + Penalty 2446.533046 = -171650.387512
  nChanged 154
		SP:Iteration 2F (10013.340000 sec): 3 clusters
  Score: Raw -174228.212914 + Penalty 2446.533046 = -171781.679868
  nChanged 101
		SP:Iteration 3F (10013.340000 sec): 3 clusters
  Score: Raw -174311.152250 + Penalty 2446.533046 = -171864.619204
  nChanged 59
		SP:Iteration 4Q (10013.350000 sec): 3 clusters
  Score: Raw -174355.284616 + Penalty 2446.533046 = -171908.751570
  nChanged 39
		SP:Iteration 5Q (10013.350000 sec): 3 clusters
  Score: Raw -174377.977789 + Penalty 2446.533046 = -171931.444743
  nChanged 28
		SP:Iteration 6Q (10013.360000 sec): 3 clusters
  Score: Raw -174398.518365 + Penalty 2446.533046 = -171951.985319
  nChanged 21
		SP:Iteration 7Q (10013.360000 sec): 3 clusters
  Score: Raw -174413.026428 + Penalty 2446.533046 = -171966.493382
  nChanged 13
		SP:Iteration 8Q (10013.360000 sec): 3 clusters
  Score: Raw -174419.664775 + Penalty 2446.533046 = -171973.131729
  nChanged 9
		SP:Iteration 9Q (10013.370000 sec): 3 clusters
  Score: Raw -174422.695589 + Penalty 2446.533046 = -171976.162543
  nChanged 7
		SP:Iteration 10Q (10013.380000 sec): 3 clusters
  Score: Raw -174425.442247 + Penalty 2446.533046 = -171978.909201
  nChanged 7
		SP:Iteration 11Q (10013.380000 sec): 3 clusters
  Score: Raw -174429.481601 + Penalty 2446.533046 = -171982.948555
  nChanged 9
		SP:Iteration 12Q (10013.380000 sec): 3 clusters
  Score: Raw -174432.772585 + Penalty 2446.533046 = -171986.239539
  nChanged 7
		SP:Iteration 13Q (10013.390000 sec): 3 clusters
  Score: Raw -174436.687178 + Penalty 2446.533046 = -171990.154132
  nChanged 5
		SP:Iteration 14Q (10013.390000 sec): 3 clusters
  Score: Raw -174441.626102 + Penalty 2446.533046 = -171995.093056
  nChanged 5
		SP:Iteration 15Q (10013.400000 sec): 3 clusters
  Score: Raw -174444.106642 + Penalty 2446.533046 = -171997.573596
  nChanged 3
		SP:Iteration 16Q (10013.400000 sec): 3 clusters
  Score: Raw -174446.397630 + Penalty 2446.533046 = -171999.864584
  nChanged 4
		SP:Iteration 17Q (10013.400000 sec): 3 clusters
  Score: Raw -174447.729032 + Penalty 2446.533046 = -172001.195986
  nChanged 3
		SP:Iteration 18Q (10013.410000 sec): 3 clusters
  Score: Raw -174449.390309 + Penalty 2446.533046 = -172002.857263
  nChanged 3
		SP:Iteration 19Q (10013.410000 sec): 3 clusters
  Score: Raw -174450.896132 + Penalty 2446.533046 = -172004.363086
  nChanged 6
		SP:Iteration 20F (10013.420000 sec): 3 clusters
  Score: Raw -174454.172864 + Penalty 2446.533046 = -172007.639818
  nChanged 5
		SP:Iteration 21Q (10013.420000 sec): 3 clusters
  Score: Raw -174456.883741 + Penalty 2446.533046 = -172010.350695
  nChanged 5
		SP:Iteration 22Q (10013.420000 sec): 3 clusters
  Score: Raw -174458.911624 + Penalty 2446.533046 = -172012.378578
  nChanged 8
		SP:Iteration 23Q (10013.430000 sec): 3 clusters
  Score: Raw -174464.962619 + Penalty 2446.533046 = -172018.429573
  nChanged 12
		SP:Iteration 24Q (10013.430000 sec): 3 clusters
  Score: Raw -174472.253685 + Penalty 2446.533046 = -172025.720639
  nChanged 6
		SP:Iteration 25Q (10013.440000 sec): 3 clusters
  Score: Raw -174476.676850 + Penalty 2446.533046 = -172030.143804
  nChanged 6
		SP:Iteration 26Q (10013.440000 sec): 3 clusters
  Score: Raw -174479.965613 + Penalty 2446.533046 = -172033.432567
  nChanged 5
		SP:Iteration 27Q (10013.440000 sec): 3 clusters
  Score: Raw -174482.952637 + Penalty 2446.533046 = -172036.419591
  nChanged 4
		SP:Iteration 28Q (10013.450000 sec): 3 clusters
  Score: Raw -174485.620219 + Penalty 2446.533046 = -172039.087173
  nChanged 6
		SP:Iteration 29Q (10013.460000 sec): 3 clusters
  Score: Raw -174489.573718 + Penalty 2446.533046 = -172043.040672
  nChanged 5
		SP:Iteration 30Q (10013.460000 sec): 3 clusters
  Score: Raw -174492.688785 + Penalty 2446.533046 = -172046.155739
  nChanged 6
		SP:Iteration 31Q (10013.460000 sec): 3 clusters
  Score: Raw -174495.630736 + Penalty 2446.533046 = -172049.097690
  nChanged 6
		SP:Iteration 32Q (10013.470000 sec): 3 clusters
  Score: Raw -174498.972909 + Penalty 2446.533046 = -172052.439863
  nChanged 7
		SP:Iteration 33Q (10013.470000 sec): 3 clusters
  Score: Raw -174503.636724 + Penalty 2446.533046 = -172057.103678
  nChanged 9
		SP:Iteration 34Q (10013.480000 sec): 3 clusters
  Score: Raw -174508.158581 + Penalty 2446.533046 = -172061.625535
  nChanged 7
		SP:Iteration 35Q (10013.480000 sec): 3 clusters
  Score: Raw -174511.871934 + Penalty 2446.533046 = -172065.338888
  nChanged 7
		SP:Iteration 36Q (10013.480000 sec): 3 clusters
  Score: Raw -174515.441758 + Penalty 2446.533046 = -172068.908712
  nChanged 9
		SP:Iteration 37Q (10013.490000 sec): 3 clusters
  Score: Raw -174520.818276 + Penalty 2446.533046 = -172074.285230
  nChanged 7
		SP:Iteration 38Q (10013.490000 sec): 3 clusters
  Score: Raw -174525.768083 + Penalty 2446.533046 = -172079.235037
  nChanged 8
		SP:Iteration 39Q (10013.500000 sec): 3 clusters
  Score: Raw -174530.492717 + Penalty 2446.533046 = -172083.959671
  nChanged 7
		SP:Iteration 40F (10013.500000 sec): 3 clusters
  Score: Raw -174535.115993 + Penalty 2446.533046 = -172088.582947
  nChanged 6
		SP:Iteration 41Q (10013.500000 sec): 3 clusters
  Score: Raw -174537.831728 + Penalty 2446.533046 = -172091.298682
  nChanged 7
		SP:Iteration 42Q (10013.510000 sec): 3 clusters
  Score: Raw -174542.742856 + Penalty 2446.533046 = -172096.209810
  nChanged 6
		SP:Iteration 43Q (10013.510000 sec): 3 clusters
  Score: Raw -174547.084422 + Penalty 2446.533046 = -172100.551376
  nChanged 8
		SP:Iteration 44Q (10013.510000 sec): 3 clusters
  Score: Raw -174555.142269 + Penalty 2446.533046 = -172108.609223
  nChanged 11
		SP:Iteration 45Q (10013.520000 sec): 3 clusters
  Score: Raw -174560.679086 + Penalty 2446.533046 = -172114.146040
  nChanged 8
		SP:Iteration 46Q (10013.520000 sec): 3 clusters
  Score: Raw -174565.832197 + Penalty 2446.533046 = -172119.299151
  nChanged 7
		SP:Iteration 47Q (10013.520000 sec): 3 clusters
  Score: Raw -174569.124026 + Penalty 2446.533046 = -172122.590980
  nChanged 6
		SP:Iteration 48Q (10013.530000 sec): 3 clusters
  Score: Raw -174572.580988 + Penalty 2446.533046 = -172126.047941
  nChanged 7
		SP:Iteration 49Q (10013.530000 sec): 3 clusters
  Score: Raw -174576.996767 + Penalty 2446.533046 = -172130.463721
  nChanged 6
		SP:Iteration 50Q (10013.540000 sec): 3 clusters
  Score: Raw -174580.960017 + Penalty 2446.533046 = -172134.426971
  nChanged 5
		SP:Iteration 51Q (10013.540000 sec): 3 clusters
  Score: Raw -174583.719180 + Penalty 2446.533046 = -172137.186134
  nChanged 5
		SP:Iteration 52Q (10013.550000 sec): 3 clusters
  Score: Raw -174588.442190 + Penalty 2446.533046 = -172141.909144
  nChanged 3
		SP:Iteration 53Q (10013.550000 sec): 3 clusters
  Score: Raw -174590.248189 + Penalty 2446.533046 = -172143.715143
  nChanged 1
		SP:Iteration 54Q (10013.560000 sec): 3 clusters
  Score: Raw -174590.607753 + Penalty 2446.533046 = -172144.074707
  nChanged 1
		SP:Iteration 55Q (10013.560000 sec): 3 clusters
  Score: Raw -174590.967953 + Penalty 2446.533046 = -172144.434907
  nChanged 2
		SP:Iteration 56Q (10013.560000 sec): 3 clusters
  Score: Raw -174592.588614 + Penalty 2446.533046 = -172146.055568
  nChanged 7
		SP:Iteration 57Q (10013.570000 sec): 3 clusters
  Score: Raw -174595.947238 + Penalty 2446.533046 = -172149.414192
  nChanged 5
		SP:Iteration 58Q (10013.570000 sec): 3 clusters
  Score: Raw -174601.020221 + Penalty 2446.533046 = -172154.487175
  nChanged 6
		SP:Iteration 59Q (10013.580000 sec): 3 clusters
  Score: Raw -174607.044281 + Penalty 2446.533046 = -172160.511235
  nChanged 4
		SP:Iteration 60F (10013.580000 sec): 3 clusters
  Score: Raw -174611.199193 + Penalty 2446.533046 = -172164.666147
  nChanged 5
		SP:Iteration 61Q (10013.580000 sec): 3 clusters
  Score: Raw -174614.216089 + Penalty 2446.533046 = -172167.683043
  nChanged 6
		SP:Iteration 62Q (10013.590000 sec): 3 clusters
  Score: Raw -174617.754222 + Penalty 2446.533046 = -172171.221176
  nChanged 5
		SP:Iteration 63Q (10013.590000 sec): 3 clusters
  Score: Raw -174620.178104 + Penalty 2446.533046 = -172173.645058
  nChanged 4
		SP:Iteration 64Q (10013.600000 sec): 3 clusters
  Score: Raw -174621.071438 + Penalty 2446.533046 = -172174.538392
  nChanged 1
		SP:Iteration 65Q (10013.600000 sec): 3 clusters
  Score: Raw -174621.450085 + Penalty 2446.533046 = -172174.917039
  nChanged 0
		SP:Iteration 66F (10013.600000 sec): 3 clusters
  Score: Raw -174621.450085 + Penalty 2446.533046 = -172174.917039
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 78 (728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.610000 sec): 2 clusters
  Score: Raw -71053.159094 + Penalty 1070.923920 = -69982.235174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.610000 sec): 3 clusters
  Score: Raw -70860.922074 + Penalty 2141.847841 = -68719.074233
  nChanged 181
		SP:Iteration 1F (10013.610000 sec): 3 clusters
  Score: Raw -71050.860742 + Penalty 2141.847841 = -68909.012902
  nChanged 48
		SP:Iteration 2F (10013.610000 sec): 3 clusters
  Score: Raw -71117.029501 + Penalty 2141.847841 = -68975.181660
  nChanged 25
		SP:Iteration 3Q (10013.620000 sec): 3 clusters
  Score: Raw -71150.967348 + Penalty 2141.847841 = -69009.119508
  nChanged 20
		SP:Iteration 4Q (10013.620000 sec): 3 clusters
  Score: Raw -71182.739389 + Penalty 2141.847841 = -69040.891548
  nChanged 18
		SP:Iteration 5Q (10013.620000 sec): 3 clusters
  Score: Raw -71205.157597 + Penalty 2141.847841 = -69063.309757
  nChanged 13
		SP:Iteration 6Q (10013.620000 sec): 3 clusters
  Score: Raw -71226.163427 + Penalty 2141.847841 = -69084.315587
  nChanged 11
		SP:Iteration 7Q (10013.620000 sec): 3 clusters
  Score: Raw -71241.281388 + Penalty 2141.847841 = -69099.433547
  nChanged 9
		SP:Iteration 8Q (10013.620000 sec): 3 clusters
  Score: Raw -71250.454902 + Penalty 2141.847841 = -69108.607061
  nChanged 7
		SP:Iteration 9Q (10013.620000 sec): 3 clusters
  Score: Raw -71258.488375 + Penalty 2141.847841 = -69116.640534
  nChanged 10
		SP:Iteration 10Q (10013.630000 sec): 3 clusters
  Score: Raw -71273.887180 + Penalty 2141.847841 = -69132.039339
  nChanged 10
		SP:Iteration 11Q (10013.630000 sec): 3 clusters
  Score: Raw -71285.674705 + Penalty 2141.847841 = -69143.826864
  nChanged 4
		SP:Iteration 12Q (10013.630000 sec): 3 clusters
  Score: Raw -71292.004063 + Penalty 2141.847841 = -69150.156223
  nChanged 3
		SP:Iteration 13Q (10013.630000 sec): 3 clusters
  Score: Raw -71296.792341 + Penalty 2141.847841 = -69154.944500
  nChanged 1
		SP:Iteration 14Q (10013.630000 sec): 3 clusters
  Score: Raw -71299.128158 + Penalty 2141.847841 = -69157.280317
  nChanged 3
		SP:Iteration 15Q (10013.640000 sec): 3 clusters
  Score: Raw -71304.657170 + Penalty 2141.847841 = -69162.809330
  nChanged 2
		SP:Iteration 16Q (10013.640000 sec): 3 clusters
  Score: Raw -71307.606253 + Penalty 2141.847841 = -69165.758413
  nChanged 2
		SP:Iteration 17Q (10013.640000 sec): 3 clusters
  Score: Raw -71310.542512 + Penalty 2141.847841 = -69168.694672
  nChanged 4
		SP:Iteration 18Q (10013.640000 sec): 3 clusters
  Score: Raw -71322.768217 + Penalty 2141.847841 = -69180.920376
  nChanged 8
		SP:Iteration 19Q (10013.640000 sec): 3 clusters
  Score: Raw -71340.673908 + Penalty 2141.847841 = -69198.826067
  nChanged 9
		SP:Iteration 20F (10013.640000 sec): 3 clusters
  Score: Raw -71352.786394 + Penalty 2141.847841 = -69210.938554
  nChanged 6
		SP:Iteration 21Q (10013.640000 sec): 3 clusters
  Score: Raw -71361.874242 + Penalty 2141.847841 = -69220.026401
  nChanged 3
		SP:Iteration 22Q (10013.650000 sec): 3 clusters
  Score: Raw -71367.727613 + Penalty 2141.847841 = -69225.879772
  nChanged 3
		SP:Iteration 23Q (10013.650000 sec): 3 clusters
  Score: Raw -71370.533805 + Penalty 2141.847841 = -69228.685964
  nChanged 3
		SP:Iteration 24Q (10013.650000 sec): 3 clusters
  Score: Raw -71372.218963 + Penalty 2141.847841 = -69230.371123
  nChanged 0
		SP:Iteration 25F (10013.650000 sec): 3 clusters
  Score: Raw -71372.218963 + Penalty 2141.847841 = -69230.371123
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 79 (2077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.660000 sec): 2 clusters
  Score: Raw -199636.771492 + Penalty 1241.285471 = -198395.486020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.660000 sec): 3 clusters
  Score: Raw -198762.374934 + Penalty 2482.570943 = -196279.803991
  nChanged 718
		SP:Iteration 1F (10013.670000 sec): 3 clusters
  Score: Raw -199227.589470 + Penalty 2482.570943 = -196745.018527
  nChanged 151
		SP:Iteration 2F (10013.670000 sec): 3 clusters
  Score: Raw -199336.232927 + Penalty 2482.570943 = -196853.661985
  nChanged 94
		SP:Iteration 3Q (10013.680000 sec): 3 clusters
  Score: Raw -199400.180006 + Penalty 2482.570943 = -196917.609063
  nChanged 68
		SP:Iteration 4Q (10013.680000 sec): 3 clusters
  Score: Raw -199443.873068 + Penalty 2482.570943 = -196961.302125
  nChanged 47
		SP:Iteration 5Q (10013.690000 sec): 3 clusters
  Score: Raw -199474.998746 + Penalty 2482.570943 = -196992.427804
  nChanged 47
		SP:Iteration 6Q (10013.690000 sec): 3 clusters
  Score: Raw -199504.012769 + Penalty 2482.570943 = -197021.441827
  nChanged 40
		SP:Iteration 7Q (10013.700000 sec): 3 clusters
  Score: Raw -199525.453227 + Penalty 2482.570943 = -197042.882285
  nChanged 34
		SP:Iteration 8Q (10013.700000 sec): 3 clusters
  Score: Raw -199541.131863 + Penalty 2482.570943 = -197058.560920
  nChanged 24
		SP:Iteration 9Q (10013.700000 sec): 3 clusters
  Score: Raw -199551.094540 + Penalty 2482.570943 = -197068.523598
  nChanged 13
		SP:Iteration 10Q (10013.710000 sec): 3 clusters
  Score: Raw -199558.268794 + Penalty 2482.570943 = -197075.697851
  nChanged 14
		SP:Iteration 11Q (10013.720000 sec): 3 clusters
  Score: Raw -199564.817207 + Penalty 2482.570943 = -197082.246264
  nChanged 15
		SP:Iteration 12Q (10013.720000 sec): 3 clusters
  Score: Raw -199571.991487 + Penalty 2482.570943 = -197089.420544
  nChanged 14
		SP:Iteration 13Q (10013.720000 sec): 3 clusters
  Score: Raw -199579.774604 + Penalty 2482.570943 = -197097.203661
  nChanged 7
		SP:Iteration 14Q (10013.730000 sec): 3 clusters
  Score: Raw -199583.360823 + Penalty 2482.570943 = -197100.789880
  nChanged 6
		SP:Iteration 15Q (10013.730000 sec): 3 clusters
  Score: Raw -199585.273597 + Penalty 2482.570943 = -197102.702654
  nChanged 11
		SP:Iteration 16Q (10013.740000 sec): 3 clusters
  Score: Raw -199588.851434 + Penalty 2482.570943 = -197106.280491
  nChanged 8
		SP:Iteration 17Q (10013.740000 sec): 3 clusters
  Score: Raw -199592.936123 + Penalty 2482.570943 = -197110.365180
  nChanged 6
		SP:Iteration 18Q (10013.750000 sec): 3 clusters
  Score: Raw -199595.138561 + Penalty 2482.570943 = -197112.567618
  nChanged 6
		SP:Iteration 19Q (10013.750000 sec): 3 clusters
  Score: Raw -199598.355633 + Penalty 2482.570943 = -197115.784691
  nChanged 7
		SP:Iteration 20F (10013.760000 sec): 3 clusters
  Score: Raw -199602.236298 + Penalty 2482.570943 = -197119.665356
  nChanged 6
		SP:Iteration 21Q (10013.760000 sec): 3 clusters
  Score: Raw -199604.291119 + Penalty 2482.570943 = -197121.720176
  nChanged 4
		SP:Iteration 22Q (10013.770000 sec): 3 clusters
  Score: Raw -199605.824676 + Penalty 2482.570943 = -197123.253733
  nChanged 3
		SP:Iteration 23Q (10013.770000 sec): 3 clusters
  Score: Raw -199606.820645 + Penalty 2482.570943 = -197124.249702
  nChanged 3
		SP:Iteration 24Q (10013.780000 sec): 3 clusters
  Score: Raw -199608.078276 + Penalty 2482.570943 = -197125.507333
  nChanged 2
		SP:Iteration 25Q (10013.780000 sec): 3 clusters
  Score: Raw -199609.055681 + Penalty 2482.570943 = -197126.484738
  nChanged 3
		SP:Iteration 26Q (10013.780000 sec): 3 clusters
  Score: Raw -199610.879602 + Penalty 2482.570943 = -197128.308660
  nChanged 4
		SP:Iteration 27Q (10013.790000 sec): 3 clusters
  Score: Raw -199612.644018 + Penalty 2482.570943 = -197130.073075
  nChanged 2
		SP:Iteration 28Q (10013.800000 sec): 3 clusters
  Score: Raw -199613.340232 + Penalty 2482.570943 = -197130.769289
  nChanged 0
		SP:Iteration 29F (10013.800000 sec): 3 clusters
  Score: Raw -199613.340232 + Penalty 2482.570943 = -197130.769289
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 80 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.800000 sec): 2 clusters
  Score: Raw -51724.432679 + Penalty 1022.379985 = -50702.052694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.800000 sec): 3 clusters
  Score: Raw -51634.410354 + Penalty 2044.759970 = -49589.650383
  nChanged 115
		SP:Iteration 1F (10013.810000 sec): 3 clusters
  Score: Raw -51773.956785 + Penalty 2044.759970 = -49729.196815
  nChanged 28
		SP:Iteration 2F (10013.810000 sec): 3 clusters
  Score: Raw -51814.825335 + Penalty 2044.759970 = -49770.065365
  nChanged 17
		SP:Iteration 3Q (10013.810000 sec): 3 clusters
  Score: Raw -51841.631307 + Penalty 2044.759970 = -49796.871337
  nChanged 7
		SP:Iteration 4Q (10013.810000 sec): 3 clusters
  Score: Raw -51851.594117 + Penalty 2044.759970 = -49806.834146
  nChanged 6
		SP:Iteration 5Q (10013.810000 sec): 3 clusters
  Score: Raw -51860.800479 + Penalty 2044.759970 = -49816.040508
  nChanged 3
		SP:Iteration 6Q (10013.810000 sec): 3 clusters
  Score: Raw -51867.878117 + Penalty 2044.759970 = -49823.118147
  nChanged 8
		SP:Iteration 7Q (10013.810000 sec): 3 clusters
  Score: Raw -51881.997124 + Penalty 2044.759970 = -49837.237154
  nChanged 3
		SP:Iteration 8Q (10013.820000 sec): 3 clusters
  Score: Raw -51885.410684 + Penalty 2044.759970 = -49840.650714
  nChanged 1
		SP:Iteration 9Q (10013.820000 sec): 3 clusters
  Score: Raw -51887.672746 + Penalty 2044.759970 = -49842.912775
  nChanged 1
		SP:Iteration 10Q (10013.820000 sec): 3 clusters
  Score: Raw -51888.551697 + Penalty 2044.759970 = -49843.791727
  nChanged 0
		SP:Iteration 11F (10013.820000 sec): 3 clusters
  Score: Raw -51888.551697 + Penalty 2044.759970 = -49843.791727
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 81 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.820000 sec): 2 clusters
  Score: Raw -185865.543532 + Penalty 1224.225228 = -184641.318304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.830000 sec): 3 clusters
  Score: Raw -185066.638746 + Penalty 2448.450456 = -182618.188290
  nChanged 653
		SP:Iteration 1F (10013.830000 sec): 3 clusters
  Score: Raw -185509.825638 + Penalty 2448.450456 = -183061.375183
  nChanged 149
		SP:Iteration 2F (10013.840000 sec): 3 clusters
  Score: Raw -185643.209813 + Penalty 2448.450456 = -183194.759357
  nChanged 93
		SP:Iteration 3Q (10013.840000 sec): 3 clusters
  Score: Raw -185710.245583 + Penalty 2448.450456 = -183261.795127
  nChanged 61
		SP:Iteration 4Q (10013.850000 sec): 3 clusters
  Score: Raw -185741.551944 + Penalty 2448.450456 = -183293.101488
  nChanged 33
		SP:Iteration 5Q (10013.850000 sec): 3 clusters
  Score: Raw -185765.082069 + Penalty 2448.450456 = -183316.631614
  nChanged 32
		SP:Iteration 6Q (10013.860000 sec): 3 clusters
  Score: Raw -185786.200675 + Penalty 2448.450456 = -183337.750219
  nChanged 30
		SP:Iteration 7Q (10013.860000 sec): 3 clusters
  Score: Raw -185806.386947 + Penalty 2448.450456 = -183357.936492
  nChanged 33
		SP:Iteration 8Q (10013.860000 sec): 3 clusters
  Score: Raw -185826.974837 + Penalty 2448.450456 = -183378.524381
  nChanged 22
		SP:Iteration 9Q (10013.870000 sec): 3 clusters
  Score: Raw -185837.893250 + Penalty 2448.450456 = -183389.442794
  nChanged 11
		SP:Iteration 10Q (10013.870000 sec): 3 clusters
  Score: Raw -185842.446666 + Penalty 2448.450456 = -183393.996210
  nChanged 14
		SP:Iteration 11Q (10013.880000 sec): 3 clusters
  Score: Raw -185849.765881 + Penalty 2448.450456 = -183401.315425
  nChanged 15
		SP:Iteration 12Q (10013.880000 sec): 3 clusters
  Score: Raw -185855.700610 + Penalty 2448.450456 = -183407.250154
  nChanged 8
		SP:Iteration 13Q (10013.880000 sec): 3 clusters
  Score: Raw -185858.201617 + Penalty 2448.450456 = -183409.751161
  nChanged 9
		SP:Iteration 14Q (10013.890000 sec): 3 clusters
  Score: Raw -185860.734613 + Penalty 2448.450456 = -183412.284157
  nChanged 4
		SP:Iteration 15Q (10013.890000 sec): 3 clusters
  Score: Raw -185862.056596 + Penalty 2448.450456 = -183413.606140
  nChanged 4
		SP:Iteration 16Q (10013.900000 sec): 3 clusters
  Score: Raw -185864.123215 + Penalty 2448.450456 = -183415.672759
  nChanged 7
		SP:Iteration 17Q (10013.900000 sec): 3 clusters
  Score: Raw -185869.002015 + Penalty 2448.450456 = -183420.551560
  nChanged 13
		SP:Iteration 18Q (10013.900000 sec): 3 clusters
  Score: Raw -185879.528800 + Penalty 2448.450456 = -183431.078344
  nChanged 15
		SP:Iteration 19Q (10013.910000 sec): 3 clusters
  Score: Raw -185888.183398 + Penalty 2448.450456 = -183439.732942
  nChanged 13
		SP:Iteration 20F (10013.920000 sec): 3 clusters
  Score: Raw -185893.622884 + Penalty 2448.450456 = -183445.172428
  nChanged 6
		SP:Iteration 21Q (10013.920000 sec): 3 clusters
  Score: Raw -185896.011845 + Penalty 2448.450456 = -183447.561389
  nChanged 4
		SP:Iteration 22Q (10013.920000 sec): 3 clusters
  Score: Raw -185898.284459 + Penalty 2448.450456 = -183449.834003
  nChanged 6
		SP:Iteration 23Q (10013.930000 sec): 3 clusters
  Score: Raw -185900.732290 + Penalty 2448.450456 = -183452.281835
  nChanged 4
		SP:Iteration 24Q (10013.930000 sec): 3 clusters
  Score: Raw -185902.560811 + Penalty 2448.450456 = -183454.110355
  nChanged 1
		SP:Iteration 25Q (10013.940000 sec): 3 clusters
  Score: Raw -185903.302698 + Penalty 2448.450456 = -183454.852243
  nChanged 4
		SP:Iteration 26Q (10013.940000 sec): 3 clusters
  Score: Raw -185905.179146 + Penalty 2448.450456 = -183456.728690
  nChanged 2
		SP:Iteration 27Q (10013.940000 sec): 3 clusters
  Score: Raw -185906.035159 + Penalty 2448.450456 = -183457.584704
  nChanged 3
		SP:Iteration 28Q (10013.950000 sec): 3 clusters
  Score: Raw -185907.751716 + Penalty 2448.450456 = -183459.301260
  nChanged 4
		SP:Iteration 29Q (10013.950000 sec): 3 clusters
  Score: Raw -185909.615231 + Penalty 2448.450456 = -183461.164775
  nChanged 3
		SP:Iteration 30Q (10013.960000 sec): 3 clusters
  Score: Raw -185912.527316 + Penalty 2448.450456 = -183464.076860
  nChanged 4
		SP:Iteration 31Q (10013.960000 sec): 3 clusters
  Score: Raw -185914.181679 + Penalty 2448.450456 = -183465.731224
  nChanged 2
		SP:Iteration 32Q (10013.960000 sec): 3 clusters
  Score: Raw -185915.464292 + Penalty 2448.450456 = -183467.013836
  nChanged 0
		SP:Iteration 33F (10013.970000 sec): 3 clusters
  Score: Raw -185915.464292 + Penalty 2448.450456 = -183467.013836
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 82 (1418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10013.980000 sec): 2 clusters
  Score: Raw -127497.139106 + Penalty 1179.262940 = -126317.876166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10013.980000 sec): 3 clusters
  Score: Raw -126977.186079 + Penalty 2358.525880 = -124618.660199
  nChanged 470
		SP:Iteration 1F (10013.980000 sec): 3 clusters
  Score: Raw -127422.923006 + Penalty 2358.525880 = -125064.397126
  nChanged 142
		SP:Iteration 2F (10013.980000 sec): 3 clusters
  Score: Raw -127619.601359 + Penalty 2358.525880 = -125261.075479
  nChanged 110
		SP:Iteration 3F (10013.990000 sec): 3 clusters
  Score: Raw -127749.172986 + Penalty 2358.525880 = -125390.647106
  nChanged 63
		SP:Iteration 4Q (10013.990000 sec): 3 clusters
  Score: Raw -127823.807106 + Penalty 2358.525880 = -125465.281227
  nChanged 46
		SP:Iteration 5Q (10013.990000 sec): 3 clusters
  Score: Raw -127872.803063 + Penalty 2358.525880 = -125514.277183
  nChanged 36
		SP:Iteration 6Q (10014.000000 sec): 3 clusters
  Score: Raw -127903.633303 + Penalty 2358.525880 = -125545.107423
  nChanged 27
		SP:Iteration 7Q (10014.000000 sec): 3 clusters
  Score: Raw -127931.858602 + Penalty 2358.525880 = -125573.332722
  nChanged 17
		SP:Iteration 8Q (10014.000000 sec): 3 clusters
  Score: Raw -127947.289792 + Penalty 2358.525880 = -125588.763912
  nChanged 12
		SP:Iteration 9Q (10014.010000 sec): 3 clusters
  Score: Raw -127959.489872 + Penalty 2358.525880 = -125600.963992
  nChanged 9
		SP:Iteration 10Q (10014.010000 sec): 3 clusters
  Score: Raw -127971.154558 + Penalty 2358.525880 = -125612.628679
  nChanged 13
		SP:Iteration 11Q (10014.010000 sec): 3 clusters
  Score: Raw -127981.800036 + Penalty 2358.525880 = -125623.274157
  nChanged 10
		SP:Iteration 12Q (10014.020000 sec): 3 clusters
  Score: Raw -127987.643009 + Penalty 2358.525880 = -125629.117129
  nChanged 4
		SP:Iteration 13Q (10014.020000 sec): 3 clusters
  Score: Raw -127988.878271 + Penalty 2358.525880 = -125630.352391
  nChanged 3
		SP:Iteration 14Q (10014.020000 sec): 3 clusters
  Score: Raw -127990.504161 + Penalty 2358.525880 = -125631.978281
  nChanged 3
		SP:Iteration 15Q (10014.020000 sec): 3 clusters
  Score: Raw -127992.424502 + Penalty 2358.525880 = -125633.898622
  nChanged 2
		SP:Iteration 16Q (10014.030000 sec): 3 clusters
  Score: Raw -127993.274559 + Penalty 2358.525880 = -125634.748679
  nChanged 1
		SP:Iteration 17Q (10014.030000 sec): 3 clusters
  Score: Raw -127993.962210 + Penalty 2358.525880 = -125635.436330
  nChanged 0
		SP:Iteration 18F (10014.040000 sec): 3 clusters
  Score: Raw -127993.962210 + Penalty 2358.525880 = -125635.436330
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 83 (2159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10014.040000 sec): 2 clusters
  Score: Raw -176449.752295 + Penalty 1247.577570 = -175202.174725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10014.040000 sec): 3 clusters
  Score: Raw -175533.713874 + Penalty 2495.155140 = -173038.558734
  nChanged 798
		SP:Iteration 1F (10014.050000 sec): 3 clusters
  Score: Raw -176386.291599 + Penalty 2495.155140 = -173891.136459
  nChanged 230
		SP:Iteration 2F (10014.060000 sec): 3 clusters
  Score: Raw -176740.847677 + Penalty 2495.155140 = -174245.692537
  nChanged 154
		SP:Iteration 3F (10014.060000 sec): 3 clusters
  Score: Raw -176941.766996 + Penalty 2495.155140 = -174446.611857
  nChanged 107
		SP:Iteration 4Q (10014.060000 sec): 3 clusters
  Score: Raw -177051.654816 + Penalty 2495.155140 = -174556.499676
  nChanged 72
		SP:Iteration 5Q (10014.070000 sec): 3 clusters
  Score: Raw -177119.586177 + Penalty 2495.155140 = -174624.431038
  nChanged 68
		SP:Iteration 6Q (10014.080000 sec): 3 clusters
  Score: Raw -177174.799556 + Penalty 2495.155140 = -174679.644416
  nChanged 47
		SP:Iteration 7Q (10014.080000 sec): 3 clusters
  Score: Raw -177200.437737 + Penalty 2495.155140 = -174705.282597
  nChanged 18
		SP:Iteration 8Q (10014.080000 sec): 3 clusters
  Score: Raw -177212.938025 + Penalty 2495.155140 = -174717.782885
  nChanged 16
		SP:Iteration 9Q (10014.090000 sec): 3 clusters
  Score: Raw -177222.183610 + Penalty 2495.155140 = -174727.028470
  nChanged 15
		SP:Iteration 10Q (10014.090000 sec): 3 clusters
  Score: Raw -177230.325941 + Penalty 2495.155140 = -174735.170801
  nChanged 16
		SP:Iteration 11Q (10014.100000 sec): 3 clusters
  Score: Raw -177235.546250 + Penalty 2495.155140 = -174740.391110
  nChanged 10
		SP:Iteration 12Q (10014.100000 sec): 3 clusters
  Score: Raw -177238.954379 + Penalty 2495.155140 = -174743.799239
  nChanged 7
		SP:Iteration 13Q (10014.110000 sec): 3 clusters
  Score: Raw -177241.607812 + Penalty 2495.155140 = -174746.452672
  nChanged 6
		SP:Iteration 14Q (10014.110000 sec): 3 clusters
  Score: Raw -177245.726281 + Penalty 2495.155140 = -174750.571141
  nChanged 4
		SP:Iteration 15Q (10014.120000 sec): 3 clusters
  Score: Raw -177248.197252 + Penalty 2495.155140 = -174753.042112
  nChanged 4
		SP:Iteration 16Q (10014.120000 sec): 3 clusters
  Score: Raw -177250.110012 + Penalty 2495.155140 = -174754.954872
  nChanged 5
		SP:Iteration 17Q (10014.120000 sec): 3 clusters
  Score: Raw -177253.444312 + Penalty 2495.155140 = -174758.289172
  nChanged 5
		SP:Iteration 18Q (10014.130000 sec): 3 clusters
  Score: Raw -177256.802930 + Penalty 2495.155140 = -174761.647790
  nChanged 4
		SP:Iteration 19Q (10014.140000 sec): 3 clusters
  Score: Raw -177257.921189 + Penalty 2495.155140 = -174762.766049
  nChanged 2
		SP:Iteration 20F (10014.140000 sec): 3 clusters
  Score: Raw -177258.539939 + Penalty 2495.155140 = -174763.384799
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 84 (2286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10014.150000 sec): 2 clusters
  Score: Raw -218799.612311 + Penalty 1256.865812 = -217542.746499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10014.150000 sec): 3 clusters
  Score: Raw -217770.869824 + Penalty 2513.731624 = -215257.138199
  nChanged 783
		SP:Iteration 1F (10014.160000 sec): 3 clusters
  Score: Raw -218294.264641 + Penalty 2513.731624 = -215780.533017
  nChanged 195
		SP:Iteration 2F (10014.160000 sec): 3 clusters
  Score: Raw -218421.907674 + Penalty 2513.731624 = -215908.176050
  nChanged 109
		SP:Iteration 3Q (10014.170000 sec): 3 clusters
  Score: Raw -218495.786269 + Penalty 2513.731624 = -215982.054645
  nChanged 84
		SP:Iteration 4Q (10014.170000 sec): 3 clusters
  Score: Raw -218564.410803 + Penalty 2513.731624 = -216050.679179
  nChanged 83
		SP:Iteration 5Q (10014.180000 sec): 3 clusters
  Score: Raw -218618.473118 + Penalty 2513.731624 = -216104.741494
  nChanged 60
		SP:Iteration 6Q (10014.180000 sec): 3 clusters
  Score: Raw -218654.468238 + Penalty 2513.731624 = -216140.736613
  nChanged 46
		SP:Iteration 7Q (10014.190000 sec): 3 clusters
  Score: Raw -218683.191934 + Penalty 2513.731624 = -216169.460309
  nChanged 42
		SP:Iteration 8Q (10014.190000 sec): 3 clusters
  Score: Raw -218710.508721 + Penalty 2513.731624 = -216196.777096
  nChanged 50
		SP:Iteration 9Q (10014.200000 sec): 3 clusters
  Score: Raw -218738.241767 + Penalty 2513.731624 = -216224.510143
  nChanged 42
		SP:Iteration 10Q (10014.200000 sec): 3 clusters
  Score: Raw -218768.496751 + Penalty 2513.731624 = -216254.765126
  nChanged 35
		SP:Iteration 11Q (10014.210000 sec): 3 clusters
  Score: Raw -218790.103597 + Penalty 2513.731624 = -216276.371972
  nChanged 31
		SP:Iteration 12Q (10014.220000 sec): 3 clusters
  Score: Raw -218806.003141 + Penalty 2513.731624 = -216292.271516
  nChanged 18
		SP:Iteration 13Q (10014.220000 sec): 3 clusters
  Score: Raw -218813.049411 + Penalty 2513.731624 = -216299.317787
  nChanged 20
		SP:Iteration 14Q (10014.220000 sec): 3 clusters
  Score: Raw -218821.738024 + Penalty 2513.731624 = -216308.006400
  nChanged 18
		SP:Iteration 15Q (10014.230000 sec): 3 clusters
  Score: Raw -218831.664433 + Penalty 2513.731624 = -216317.932809
  nChanged 20
		SP:Iteration 16Q (10014.240000 sec): 3 clusters
  Score: Raw -218841.049789 + Penalty 2513.731624 = -216327.318165
  nChanged 17
		SP:Iteration 17Q (10014.240000 sec): 3 clusters
  Score: Raw -218848.115794 + Penalty 2513.731624 = -216334.384170
  nChanged 13
		SP:Iteration 18Q (10014.240000 sec): 3 clusters
  Score: Raw -218856.761844 + Penalty 2513.731624 = -216343.030220
  nChanged 17
		SP:Iteration 19Q (10014.250000 sec): 3 clusters
  Score: Raw -218862.797146 + Penalty 2513.731624 = -216349.065521
  nChanged 12
		SP:Iteration 20F (10014.260000 sec): 3 clusters
  Score: Raw -218868.162007 + Penalty 2513.731624 = -216354.430383
  nChanged 15
		SP:Iteration 21Q (10014.260000 sec): 3 clusters
  Score: Raw -218873.260394 + Penalty 2513.731624 = -216359.528769
  nChanged 9
		SP:Iteration 22Q (10014.260000 sec): 3 clusters
  Score: Raw -218879.022590 + Penalty 2513.731624 = -216365.290966
  nChanged 13
		SP:Iteration 23Q (10014.270000 sec): 3 clusters
  Score: Raw -218884.733045 + Penalty 2513.731624 = -216371.001421
  nChanged 12
		SP:Iteration 24Q (10014.280000 sec): 3 clusters
  Score: Raw -218888.698517 + Penalty 2513.731624 = -216374.966892
  nChanged 8
		SP:Iteration 25Q (10014.280000 sec): 3 clusters
  Score: Raw -218891.895791 + Penalty 2513.731624 = -216378.164167
  nChanged 10
		SP:Iteration 26Q (10014.290000 sec): 3 clusters
  Score: Raw -218895.552286 + Penalty 2513.731624 = -216381.820662
  nChanged 9
		SP:Iteration 27Q (10014.290000 sec): 3 clusters
  Score: Raw -218898.409430 + Penalty 2513.731624 = -216384.677805
  nChanged 11
		SP:Iteration 28Q (10014.300000 sec): 3 clusters
  Score: Raw -218902.350230 + Penalty 2513.731624 = -216388.618606
  nChanged 8
		SP:Iteration 29Q (10014.300000 sec): 3 clusters
  Score: Raw -218905.522735 + Penalty 2513.731624 = -216391.791110
  nChanged 5
		SP:Iteration 30Q (10014.310000 sec): 3 clusters
  Score: Raw -218908.166111 + Penalty 2513.731624 = -216394.434487
  nChanged 3
		SP:Iteration 31Q (10014.310000 sec): 3 clusters
  Score: Raw -218909.177983 + Penalty 2513.731624 = -216395.446359
  nChanged 3
		SP:Iteration 32Q (10014.320000 sec): 3 clusters
  Score: Raw -218910.251514 + Penalty 2513.731624 = -216396.519890
  nChanged 5
		SP:Iteration 33Q (10014.320000 sec): 3 clusters
  Score: Raw -218912.078824 + Penalty 2513.731624 = -216398.347200
  nChanged 0
		SP:Iteration 34F (10014.330000 sec): 3 clusters
  Score: Raw -218912.078824 + Penalty 2513.731624 = -216398.347200
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 85 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10014.340000 sec): 2 clusters
  Score: Raw -244962.501031 + Penalty 1266.658762 = -243695.842269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10014.340000 sec): 3 clusters
  Score: Raw -243895.773774 + Penalty 2533.317524 = -241362.456250
  nChanged 879
		SP:Iteration 1F (10014.350000 sec): 3 clusters
  Score: Raw -244502.132648 + Penalty 2533.317524 = -241968.815124
  nChanged 194
		SP:Iteration 2F (10014.350000 sec): 3 clusters
  Score: Raw -244622.623495 + Penalty 2533.317524 = -242089.305970
  nChanged 94
		SP:Iteration 3Q (10014.360000 sec): 3 clusters
  Score: Raw -244687.883034 + Penalty 2533.317524 = -242154.565509
  nChanged 88
		SP:Iteration 4Q (10014.360000 sec): 3 clusters
  Score: Raw -244746.554930 + Penalty 2533.317524 = -242213.237406
  nChanged 69
		SP:Iteration 5Q (10014.370000 sec): 3 clusters
  Score: Raw -244783.768804 + Penalty 2533.317524 = -242250.451279
  nChanged 56
		SP:Iteration 6Q (10014.380000 sec): 3 clusters
  Score: Raw -244814.639071 + Penalty 2533.317524 = -242281.321546
  nChanged 47
		SP:Iteration 7Q (10014.380000 sec): 3 clusters
  Score: Raw -244843.998743 + Penalty 2533.317524 = -242310.681219
  nChanged 47
		SP:Iteration 8Q (10014.380000 sec): 3 clusters
  Score: Raw -244866.280291 + Penalty 2533.317524 = -242332.962766
  nChanged 36
		SP:Iteration 9Q (10014.390000 sec): 3 clusters
  Score: Raw -244887.400608 + Penalty 2533.317524 = -242354.083084
  nChanged 30
		SP:Iteration 10Q (10014.400000 sec): 3 clusters
  Score: Raw -244899.583078 + Penalty 2533.317524 = -242366.265554
  nChanged 22
		SP:Iteration 11Q (10014.400000 sec): 3 clusters
  Score: Raw -244909.619064 + Penalty 2533.317524 = -242376.301539
  nChanged 19
		SP:Iteration 12Q (10014.410000 sec): 3 clusters
  Score: Raw -244918.432494 + Penalty 2533.317524 = -242385.114969
  nChanged 25
		SP:Iteration 13Q (10014.410000 sec): 3 clusters
  Score: Raw -244927.194117 + Penalty 2533.317524 = -242393.876593
  nChanged 14
		SP:Iteration 14Q (10014.420000 sec): 3 clusters
  Score: Raw -244932.396257 + Penalty 2533.317524 = -242399.078732
  nChanged 9
		SP:Iteration 15Q (10014.420000 sec): 3 clusters
  Score: Raw -244936.151804 + Penalty 2533.317524 = -242402.834279
  nChanged 7
		SP:Iteration 16Q (10014.430000 sec): 3 clusters
  Score: Raw -244938.610650 + Penalty 2533.317524 = -242405.293126
  nChanged 5
		SP:Iteration 17Q (10014.440000 sec): 3 clusters
  Score: Raw -244940.241302 + Penalty 2533.317524 = -242406.923777
  nChanged 4
		SP:Iteration 18Q (10014.440000 sec): 3 clusters
  Score: Raw -244943.487812 + Penalty 2533.317524 = -242410.170288
  nChanged 7
		SP:Iteration 19Q (10014.440000 sec): 3 clusters
  Score: Raw -244947.162852 + Penalty 2533.317524 = -242413.845328
  nChanged 14
		SP:Iteration 20F (10014.450000 sec): 3 clusters
  Score: Raw -244953.944437 + Penalty 2533.317524 = -242420.626912
  nChanged 13
		SP:Iteration 21Q (10014.460000 sec): 3 clusters
  Score: Raw -244959.733614 + Penalty 2533.317524 = -242426.416090
  nChanged 13
		SP:Iteration 22Q (10014.460000 sec): 3 clusters
  Score: Raw -244964.827104 + Penalty 2533.317524 = -242431.509579
  nChanged 11
		SP:Iteration 23Q (10014.470000 sec): 3 clusters
  Score: Raw -244969.032916 + Penalty 2533.317524 = -242435.715391
  nChanged 6
		SP:Iteration 24Q (10014.470000 sec): 3 clusters
  Score: Raw -244971.905789 + Penalty 2533.317524 = -242438.588264
  nChanged 2
		SP:Iteration 25Q (10014.480000 sec): 3 clusters
  Score: Raw -244972.357825 + Penalty 2533.317524 = -242439.040301
  nChanged 2
		SP:Iteration 26Q (10014.480000 sec): 3 clusters
  Score: Raw -244972.998092 + Penalty 2533.317524 = -242439.680567
  nChanged 2
		SP:Iteration 27Q (10014.490000 sec): 3 clusters
  Score: Raw -244973.523594 + Penalty 2533.317524 = -242440.206069
  nChanged 4
		SP:Iteration 28Q (10014.500000 sec): 3 clusters
  Score: Raw -244975.586451 + Penalty 2533.317524 = -242442.268926
  nChanged 5
		SP:Iteration 29Q (10014.500000 sec): 3 clusters
  Score: Raw -244978.802662 + Penalty 2533.317524 = -242445.485137
  nChanged 3
		SP:Iteration 30Q (10014.500000 sec): 3 clusters
  Score: Raw -244979.802827 + Penalty 2533.317524 = -242446.485302
  nChanged 3
		SP:Iteration 31Q (10014.510000 sec): 3 clusters
  Score: Raw -244981.977759 + Penalty 2533.317524 = -242448.660235
  nChanged 5
		SP:Iteration 32Q (10014.520000 sec): 3 clusters
  Score: Raw -244985.237790 + Penalty 2533.317524 = -242451.920266
  nChanged 6
		SP:Iteration 33Q (10014.520000 sec): 3 clusters
  Score: Raw -244987.176471 + Penalty 2533.317524 = -242453.858947
  nChanged 5
		SP:Iteration 34Q (10014.530000 sec): 3 clusters
  Score: Raw -244988.372441 + Penalty 2533.317524 = -242455.054916
  nChanged 6
		SP:Iteration 35Q (10014.530000 sec): 3 clusters
  Score: Raw -244991.413276 + Penalty 2533.317524 = -242458.095751
  nChanged 4
		SP:Iteration 36Q (10014.540000 sec): 3 clusters
  Score: Raw -244992.546051 + Penalty 2533.317524 = -242459.228527
  nChanged 3
		SP:Iteration 37Q (10014.540000 sec): 3 clusters
  Score: Raw -244993.600098 + Penalty 2533.317524 = -242460.282573
  nChanged 2
		SP:Iteration 38Q (10014.550000 sec): 3 clusters
  Score: Raw -244994.125781 + Penalty 2533.317524 = -242460.808257
  nChanged 3
		SP:Iteration 39Q (10014.560000 sec): 3 clusters
  Score: Raw -244995.051235 + Penalty 2533.317524 = -242461.733710
  nChanged 4
		SP:Iteration 40F (10014.560000 sec): 3 clusters
  Score: Raw -244997.284334 + Penalty 2533.317524 = -242463.966810
  nChanged 6
		SP:Iteration 41Q (10014.560000 sec): 3 clusters
  Score: Raw -244999.324850 + Penalty 2533.317524 = -242466.007325
  nChanged 1
		SP:Iteration 42Q (10014.570000 sec): 3 clusters
  Score: Raw -244999.752469 + Penalty 2533.317524 = -242466.434945
  nChanged 0
		SP:Iteration 43F (10014.580000 sec): 3 clusters
  Score: Raw -244999.752469 + Penalty 2533.317524 = -242466.434945
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 86 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10014.580000 sec): 2 clusters
  Score: Raw -155707.085654 + Penalty 1208.066825 = -154499.018829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10014.590000 sec): 3 clusters
  Score: Raw -155006.708283 + Penalty 2416.133649 = -152590.574634
  nChanged 577
		SP:Iteration 1F (10014.590000 sec): 3 clusters
  Score: Raw -155406.020658 + Penalty 2416.133649 = -152989.887009
  nChanged 131
		SP:Iteration 2F (10014.600000 sec): 3 clusters
  Score: Raw -155507.463988 + Penalty 2416.133649 = -153091.330339
  nChanged 83
		SP:Iteration 3Q (10014.600000 sec): 3 clusters
  Score: Raw -155576.596039 + Penalty 2416.133649 = -153160.462389
  nChanged 65
		SP:Iteration 4Q (10014.600000 sec): 3 clusters
  Score: Raw -155628.549427 + Penalty 2416.133649 = -153212.415778
  nChanged 47
		SP:Iteration 5Q (10014.600000 sec): 3 clusters
  Score: Raw -155665.445584 + Penalty 2416.133649 = -153249.311935
  nChanged 33
		SP:Iteration 6Q (10014.610000 sec): 3 clusters
  Score: Raw -155689.192614 + Penalty 2416.133649 = -153273.058965
  nChanged 27
		SP:Iteration 7Q (10014.610000 sec): 3 clusters
  Score: Raw -155710.454846 + Penalty 2416.133649 = -153294.321196
  nChanged 26
		SP:Iteration 8Q (10014.620000 sec): 3 clusters
  Score: Raw -155730.662029 + Penalty 2416.133649 = -153314.528380
  nChanged 26
		SP:Iteration 9Q (10014.620000 sec): 3 clusters
  Score: Raw -155750.926560 + Penalty 2416.133649 = -153334.792911
  nChanged 20
		SP:Iteration 10Q (10014.620000 sec): 3 clusters
  Score: Raw -155774.176040 + Penalty 2416.133649 = -153358.042391
  nChanged 24
		SP:Iteration 11Q (10014.630000 sec): 3 clusters
  Score: Raw -155795.846521 + Penalty 2416.133649 = -153379.712872
  nChanged 21
		SP:Iteration 12Q (10014.630000 sec): 3 clusters
  Score: Raw -155812.752384 + Penalty 2416.133649 = -153396.618735
  nChanged 24
		SP:Iteration 13Q (10014.640000 sec): 3 clusters
  Score: Raw -155830.584424 + Penalty 2416.133649 = -153414.450775
  nChanged 17
		SP:Iteration 14Q (10014.640000 sec): 3 clusters
  Score: Raw -155841.941237 + Penalty 2416.133649 = -153425.807588
  nChanged 16
		SP:Iteration 15Q (10014.640000 sec): 3 clusters
  Score: Raw -155853.921834 + Penalty 2416.133649 = -153437.788184
  nChanged 18
		SP:Iteration 16Q (10014.650000 sec): 3 clusters
  Score: Raw -155863.664049 + Penalty 2416.133649 = -153447.530400
  nChanged 14
		SP:Iteration 17Q (10014.650000 sec): 3 clusters
  Score: Raw -155870.268403 + Penalty 2416.133649 = -153454.134754
  nChanged 8
		SP:Iteration 18Q (10014.660000 sec): 3 clusters
  Score: Raw -155873.726824 + Penalty 2416.133649 = -153457.593175
  nChanged 6
		SP:Iteration 19Q (10014.660000 sec): 3 clusters
  Score: Raw -155876.409512 + Penalty 2416.133649 = -153460.275863
  nChanged 3
		SP:Iteration 20F (10014.660000 sec): 3 clusters
  Score: Raw -155879.036139 + Penalty 2416.133649 = -153462.902489
  nChanged 7
		SP:Iteration 21Q (10014.670000 sec): 3 clusters
  Score: Raw -155881.753005 + Penalty 2416.133649 = -153465.619355
  nChanged 3
		SP:Iteration 22Q (10014.670000 sec): 3 clusters
  Score: Raw -155882.758336 + Penalty 2416.133649 = -153466.624686
  nChanged 2
		SP:Iteration 23Q (10014.670000 sec): 3 clusters
  Score: Raw -155883.357672 + Penalty 2416.133649 = -153467.224023
  nChanged 0
		SP:Iteration 24F (10014.680000 sec): 3 clusters
  Score: Raw -155883.357672 + Penalty 2416.133649 = -153467.224023
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 87 (4222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10014.690000 sec): 2 clusters
  Score: Raw -413630.382330 + Penalty 1356.560437 = -412273.821893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10014.700000 sec): 3 clusters
  Score: Raw -411499.633850 + Penalty 2713.120874 = -408786.512976
  nChanged 1684
		SP:Iteration 1F (10014.710000 sec): 3 clusters
  Score: Raw -412501.805258 + Penalty 2713.120874 = -409788.684384
  nChanged 373
		SP:Iteration 2F (10014.720000 sec): 3 clusters
  Score: Raw -412770.330708 + Penalty 2713.120874 = -410057.209834
  nChanged 277
		SP:Iteration 3F (10014.730000 sec): 3 clusters
  Score: Raw -412965.236660 + Penalty 2713.120874 = -410252.115785
  nChanged 230
		SP:Iteration 4F (10014.740000 sec): 3 clusters
  Score: Raw -413131.992924 + Penalty 2713.120874 = -410418.872050
  nChanged 183
		SP:Iteration 5Q (10014.750000 sec): 3 clusters
  Score: Raw -413273.663682 + Penalty 2713.120874 = -410560.542808
  nChanged 160
		SP:Iteration 6Q (10014.760000 sec): 3 clusters
  Score: Raw -413388.585770 + Penalty 2713.120874 = -410675.464896
  nChanged 144
		SP:Iteration 7Q (10014.770000 sec): 3 clusters
  Score: Raw -413489.475295 + Penalty 2713.120874 = -410776.354421
  nChanged 124
		SP:Iteration 8Q (10014.780000 sec): 3 clusters
  Score: Raw -413578.209178 + Penalty 2713.120874 = -410865.088303
  nChanged 110
		SP:Iteration 9Q (10014.780000 sec): 3 clusters
  Score: Raw -413643.271590 + Penalty 2713.120874 = -410930.150715
  nChanged 80
		SP:Iteration 10Q (10014.800000 sec): 3 clusters
  Score: Raw -413686.511983 + Penalty 2713.120874 = -410973.391108
  nChanged 66
		SP:Iteration 11Q (10014.800000 sec): 3 clusters
  Score: Raw -413721.566865 + Penalty 2713.120874 = -411008.445991
  nChanged 71
		SP:Iteration 12Q (10014.810000 sec): 3 clusters
  Score: Raw -413768.751069 + Penalty 2713.120874 = -411055.630195
  nChanged 67
		SP:Iteration 13Q (10014.820000 sec): 3 clusters
  Score: Raw -413814.346781 + Penalty 2713.120874 = -411101.225906
  nChanged 64
		SP:Iteration 14Q (10014.830000 sec): 3 clusters
  Score: Raw -413853.272821 + Penalty 2713.120874 = -411140.151946
  nChanged 62
		SP:Iteration 15Q (10014.840000 sec): 3 clusters
  Score: Raw -413892.418194 + Penalty 2713.120874 = -411179.297320
  nChanged 62
		SP:Iteration 16Q (10014.850000 sec): 3 clusters
  Score: Raw -413929.741412 + Penalty 2713.120874 = -411216.620538
  nChanged 49
		SP:Iteration 17Q (10014.860000 sec): 3 clusters
  Score: Raw -413964.510085 + Penalty 2713.120874 = -411251.389211
  nChanged 53
		SP:Iteration 18Q (10014.870000 sec): 3 clusters
  Score: Raw -414012.038987 + Penalty 2713.120874 = -411298.918113
  nChanged 50
		SP:Iteration 19Q (10014.880000 sec): 3 clusters
  Score: Raw -414053.886008 + Penalty 2713.120874 = -411340.765134
  nChanged 45
		SP:Iteration 20F (10014.880000 sec): 3 clusters
  Score: Raw -414078.753078 + Penalty 2713.120874 = -411365.632204
  nChanged 31
		SP:Iteration 21Q (10014.890000 sec): 3 clusters
  Score: Raw -414092.220864 + Penalty 2713.120874 = -411379.099990
  nChanged 27
		SP:Iteration 22Q (10014.900000 sec): 3 clusters
  Score: Raw -414108.298304 + Penalty 2713.120874 = -411395.177429
  nChanged 27
		SP:Iteration 23Q (10014.910000 sec): 3 clusters
  Score: Raw -414117.587546 + Penalty 2713.120874 = -411404.466672
  nChanged 19
		SP:Iteration 24Q (10014.920000 sec): 3 clusters
  Score: Raw -414125.555187 + Penalty 2713.120874 = -411412.434313
  nChanged 16
		SP:Iteration 25Q (10014.930000 sec): 3 clusters
  Score: Raw -414131.530816 + Penalty 2713.120874 = -411418.409941
  nChanged 14
		SP:Iteration 26Q (10014.940000 sec): 3 clusters
  Score: Raw -414136.133644 + Penalty 2713.120874 = -411423.012770
  nChanged 15
		SP:Iteration 27Q (10014.940000 sec): 3 clusters
  Score: Raw -414141.720477 + Penalty 2713.120874 = -411428.599603
  nChanged 19
		SP:Iteration 28Q (10014.950000 sec): 3 clusters
  Score: Raw -414147.465276 + Penalty 2713.120874 = -411434.344402
  nChanged 10
		SP:Iteration 29Q (10014.960000 sec): 3 clusters
  Score: Raw -414150.332987 + Penalty 2713.120874 = -411437.212113
  nChanged 13
		SP:Iteration 30Q (10014.970000 sec): 3 clusters
  Score: Raw -414154.476502 + Penalty 2713.120874 = -411441.355627
  nChanged 13
		SP:Iteration 31Q (10014.980000 sec): 3 clusters
  Score: Raw -414158.321876 + Penalty 2713.120874 = -411445.201001
  nChanged 8
		SP:Iteration 32Q (10014.980000 sec): 3 clusters
  Score: Raw -414160.847211 + Penalty 2713.120874 = -411447.726337
  nChanged 4
		SP:Iteration 33Q (10014.990000 sec): 3 clusters
  Score: Raw -414161.555726 + Penalty 2713.120874 = -411448.434851
  nChanged 4
		SP:Iteration 34Q (10015.000000 sec): 3 clusters
  Score: Raw -414162.723987 + Penalty 2713.120874 = -411449.603113
  nChanged 3
		SP:Iteration 35Q (10015.010000 sec): 3 clusters
  Score: Raw -414163.544778 + Penalty 2713.120874 = -411450.423903
  nChanged 5
		SP:Iteration 36Q (10015.020000 sec): 3 clusters
  Score: Raw -414164.903275 + Penalty 2713.120874 = -411451.782401
  nChanged 7
		SP:Iteration 37Q (10015.020000 sec): 3 clusters
  Score: Raw -414167.736479 + Penalty 2713.120874 = -411454.615604
  nChanged 11
		SP:Iteration 38Q (10015.030000 sec): 3 clusters
  Score: Raw -414170.779042 + Penalty 2713.120874 = -411457.658167
  nChanged 10
		SP:Iteration 39Q (10015.040000 sec): 3 clusters
  Score: Raw -414173.833836 + Penalty 2713.120874 = -411460.712962
  nChanged 3
		SP:Iteration 40F (10015.050000 sec): 3 clusters
  Score: Raw -414174.955404 + Penalty 2713.120874 = -411461.834529
  nChanged 3
		SP:Iteration 41Q (10015.060000 sec): 3 clusters
  Score: Raw -414176.293464 + Penalty 2713.120874 = -411463.172590
  nChanged 4
		SP:Iteration 42Q (10015.070000 sec): 3 clusters
  Score: Raw -414178.030845 + Penalty 2713.120874 = -411464.909971
  nChanged 8
		SP:Iteration 43Q (10015.080000 sec): 3 clusters
  Score: Raw -414179.949227 + Penalty 2713.120874 = -411466.828353
  nChanged 2
		SP:Iteration 44Q (10015.080000 sec): 3 clusters
  Score: Raw -414180.749115 + Penalty 2713.120874 = -411467.628241
  nChanged 5
		SP:Iteration 45Q (10015.090000 sec): 3 clusters
  Score: Raw -414182.204740 + Penalty 2713.120874 = -411469.083865
  nChanged 3
		SP:Iteration 46Q (10015.100000 sec): 3 clusters
  Score: Raw -414182.976731 + Penalty 2713.120874 = -411469.855857
  nChanged 4
		SP:Iteration 47Q (10015.110000 sec): 3 clusters
  Score: Raw -414183.914440 + Penalty 2713.120874 = -411470.793565
  nChanged 3
		SP:Iteration 48Q (10015.120000 sec): 3 clusters
  Score: Raw -414184.614925 + Penalty 2713.120874 = -411471.494051
  nChanged 2
		SP:Iteration 49Q (10015.120000 sec): 3 clusters
  Score: Raw -414185.071242 + Penalty 2713.120874 = -411471.950367
  nChanged 1
		SP:Iteration 50Q (10015.130000 sec): 3 clusters
  Score: Raw -414185.494277 + Penalty 2713.120874 = -411472.373403
  nChanged 1
		SP:Iteration 51Q (10015.140000 sec): 3 clusters
  Score: Raw -414185.695862 + Penalty 2713.120874 = -411472.574988
  nChanged 0
		SP:Iteration 52F (10015.150000 sec): 3 clusters
  Score: Raw -414185.695862 + Penalty 2713.120874 = -411472.574988
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 88 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10015.160000 sec): 2 clusters
  Score: Raw -256245.706230 + Penalty 1285.828248 = -254959.877982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10015.160000 sec): 3 clusters
  Score: Raw -254957.701255 + Penalty 2571.656497 = -252386.044758
  nChanged 1000
		SP:Iteration 1F (10015.170000 sec): 3 clusters
  Score: Raw -255519.165209 + Penalty 2571.656497 = -252947.508712
  nChanged 219
		SP:Iteration 2F (10015.180000 sec): 3 clusters
  Score: Raw -255669.016380 + Penalty 2571.656497 = -253097.359884
  nChanged 151
		SP:Iteration 3F (10015.180000 sec): 3 clusters
  Score: Raw -255781.016384 + Penalty 2571.656497 = -253209.359888
  nChanged 125
		SP:Iteration 4Q (10015.190000 sec): 3 clusters
  Score: Raw -255867.395933 + Penalty 2571.656497 = -253295.739437
  nChanged 102
		SP:Iteration 5Q (10015.200000 sec): 3 clusters
  Score: Raw -255936.779412 + Penalty 2571.656497 = -253365.122916
  nChanged 107
		SP:Iteration 6Q (10015.200000 sec): 3 clusters
  Score: Raw -256015.181976 + Penalty 2571.656497 = -253443.525479
  nChanged 95
		SP:Iteration 7Q (10015.210000 sec): 3 clusters
  Score: Raw -256079.355557 + Penalty 2571.656497 = -253507.699061
  nChanged 72
		SP:Iteration 8Q (10015.220000 sec): 3 clusters
  Score: Raw -256131.071938 + Penalty 2571.656497 = -253559.415442
  nChanged 69
		SP:Iteration 9Q (10015.220000 sec): 3 clusters
  Score: Raw -256177.407515 + Penalty 2571.656497 = -253605.751019
  nChanged 58
		SP:Iteration 10Q (10015.230000 sec): 3 clusters
  Score: Raw -256212.844791 + Penalty 2571.656497 = -253641.188294
  nChanged 56
		SP:Iteration 11Q (10015.240000 sec): 3 clusters
  Score: Raw -256247.980111 + Penalty 2571.656497 = -253676.323614
  nChanged 39
		SP:Iteration 12Q (10015.240000 sec): 3 clusters
  Score: Raw -256271.135990 + Penalty 2571.656497 = -253699.479493
  nChanged 33
		SP:Iteration 13Q (10015.250000 sec): 3 clusters
  Score: Raw -256290.580886 + Penalty 2571.656497 = -253718.924389
  nChanged 34
		SP:Iteration 14Q (10015.250000 sec): 3 clusters
  Score: Raw -256307.537637 + Penalty 2571.656497 = -253735.881140
  nChanged 22
		SP:Iteration 15Q (10015.260000 sec): 3 clusters
  Score: Raw -256320.802111 + Penalty 2571.656497 = -253749.145614
  nChanged 22
		SP:Iteration 16Q (10015.260000 sec): 3 clusters
  Score: Raw -256336.425472 + Penalty 2571.656497 = -253764.768975
  nChanged 26
		SP:Iteration 17Q (10015.270000 sec): 3 clusters
  Score: Raw -256352.355746 + Penalty 2571.656497 = -253780.699250
  nChanged 25
		SP:Iteration 18Q (10015.280000 sec): 3 clusters
  Score: Raw -256364.421998 + Penalty 2571.656497 = -253792.765501
  nChanged 18
		SP:Iteration 19Q (10015.280000 sec): 3 clusters
  Score: Raw -256373.772671 + Penalty 2571.656497 = -253802.116174
  nChanged 13
		SP:Iteration 20F (10015.290000 sec): 3 clusters
  Score: Raw -256382.545542 + Penalty 2571.656497 = -253810.889045
  nChanged 11
		SP:Iteration 21Q (10015.290000 sec): 3 clusters
  Score: Raw -256387.831615 + Penalty 2571.656497 = -253816.175118
  nChanged 6
		SP:Iteration 22Q (10015.300000 sec): 3 clusters
  Score: Raw -256392.583590 + Penalty 2571.656497 = -253820.927094
  nChanged 8
		SP:Iteration 23Q (10015.300000 sec): 3 clusters
  Score: Raw -256398.027023 + Penalty 2571.656497 = -253826.370526
  nChanged 6
		SP:Iteration 24Q (10015.310000 sec): 3 clusters
  Score: Raw -256402.826876 + Penalty 2571.656497 = -253831.170380
  nChanged 9
		SP:Iteration 25Q (10015.320000 sec): 3 clusters
  Score: Raw -256408.968527 + Penalty 2571.656497 = -253837.312030
  nChanged 7
		SP:Iteration 26Q (10015.320000 sec): 3 clusters
  Score: Raw -256416.091379 + Penalty 2571.656497 = -253844.434883
  nChanged 7
		SP:Iteration 27Q (10015.330000 sec): 3 clusters
  Score: Raw -256422.269171 + Penalty 2571.656497 = -253850.612675
  nChanged 7
		SP:Iteration 28Q (10015.340000 sec): 3 clusters
  Score: Raw -256426.508599 + Penalty 2571.656497 = -253854.852103
  nChanged 5
		SP:Iteration 29Q (10015.340000 sec): 3 clusters
  Score: Raw -256429.176252 + Penalty 2571.656497 = -253857.519755
  nChanged 1
		SP:Iteration 30Q (10015.340000 sec): 3 clusters
  Score: Raw -256429.852952 + Penalty 2571.656497 = -253858.196455
  nChanged 2
		SP:Iteration 31Q (10015.350000 sec): 3 clusters
  Score: Raw -256431.111436 + Penalty 2571.656497 = -253859.454939
  nChanged 2
		SP:Iteration 32Q (10015.360000 sec): 3 clusters
  Score: Raw -256432.025349 + Penalty 2571.656497 = -253860.368853
  nChanged 1
		SP:Iteration 33Q (10015.360000 sec): 3 clusters
  Score: Raw -256432.305120 + Penalty 2571.656497 = -253860.648623
  nChanged 0
		SP:Iteration 34F (10015.370000 sec): 3 clusters
  Score: Raw -256432.305120 + Penalty 2571.656497 = -253860.648623
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 89 (2205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10015.380000 sec): 2 clusters
  Score: Raw -207622.496678 + Penalty 1251.003453 = -206371.493225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10015.380000 sec): 3 clusters
  Score: Raw -206643.320029 + Penalty 2502.006906 = -204141.313123
  nChanged 773
		SP:Iteration 1F (10015.390000 sec): 3 clusters
  Score: Raw -207099.119000 + Penalty 2502.006906 = -204597.112094
  nChanged 172
		SP:Iteration 2F (10015.390000 sec): 3 clusters
  Score: Raw -207244.999824 + Penalty 2502.006906 = -204742.992917
  nChanged 127
		SP:Iteration 3F (10015.400000 sec): 3 clusters
  Score: Raw -207349.145739 + Penalty 2502.006906 = -204847.138833
  nChanged 112
		SP:Iteration 4F (10015.400000 sec): 3 clusters
  Score: Raw -207452.185358 + Penalty 2502.006906 = -204950.178452
  nChanged 92
		SP:Iteration 5Q (10015.410000 sec): 3 clusters
  Score: Raw -207547.178990 + Penalty 2502.006906 = -205045.172084
  nChanged 101
		SP:Iteration 6Q (10015.410000 sec): 3 clusters
  Score: Raw -207669.304537 + Penalty 2502.006906 = -205167.297631
  nChanged 92
		SP:Iteration 7Q (10015.420000 sec): 3 clusters
  Score: Raw -207780.415239 + Penalty 2502.006906 = -205278.408333
  nChanged 86
		SP:Iteration 8Q (10015.420000 sec): 3 clusters
  Score: Raw -207870.010257 + Penalty 2502.006906 = -205368.003351
  nChanged 56
		SP:Iteration 9Q (10015.430000 sec): 3 clusters
  Score: Raw -207924.488763 + Penalty 2502.006906 = -205422.481857
  nChanged 46
		SP:Iteration 10Q (10015.430000 sec): 3 clusters
  Score: Raw -207969.697566 + Penalty 2502.006906 = -205467.690660
  nChanged 34
		SP:Iteration 11Q (10015.440000 sec): 3 clusters
  Score: Raw -208006.731137 + Penalty 2502.006906 = -205504.724231
  nChanged 40
		SP:Iteration 12Q (10015.440000 sec): 3 clusters
  Score: Raw -208041.853947 + Penalty 2502.006906 = -205539.847041
  nChanged 31
		SP:Iteration 13Q (10015.440000 sec): 3 clusters
  Score: Raw -208068.060200 + Penalty 2502.006906 = -205566.053294
  nChanged 28
		SP:Iteration 14Q (10015.450000 sec): 3 clusters
  Score: Raw -208097.135991 + Penalty 2502.006906 = -205595.129085
  nChanged 34
		SP:Iteration 15Q (10015.460000 sec): 3 clusters
  Score: Raw -208145.213264 + Penalty 2502.006906 = -205643.206358
  nChanged 29
		SP:Iteration 16Q (10015.460000 sec): 3 clusters
  Score: Raw -208174.471595 + Penalty 2502.006906 = -205672.464689
  nChanged 33
		SP:Iteration 17Q (10015.460000 sec): 3 clusters
  Score: Raw -208204.856973 + Penalty 2502.006906 = -205702.850067
  nChanged 24
		SP:Iteration 18Q (10015.470000 sec): 3 clusters
  Score: Raw -208225.337032 + Penalty 2502.006906 = -205723.330126
  nChanged 28
		SP:Iteration 19Q (10015.470000 sec): 3 clusters
  Score: Raw -208255.578670 + Penalty 2502.006906 = -205753.571764
  nChanged 33
		SP:Iteration 20F (10015.480000 sec): 3 clusters
  Score: Raw -208287.633459 + Penalty 2502.006906 = -205785.626553
  nChanged 33
		SP:Iteration 21Q (10015.480000 sec): 3 clusters
  Score: Raw -208311.824973 + Penalty 2502.006906 = -205809.818067
  nChanged 23
		SP:Iteration 22Q (10015.490000 sec): 3 clusters
  Score: Raw -208329.191850 + Penalty 2502.006906 = -205827.184944
  nChanged 18
		SP:Iteration 23Q (10015.490000 sec): 3 clusters
  Score: Raw -208341.301732 + Penalty 2502.006906 = -205839.294826
  nChanged 24
		SP:Iteration 24Q (10015.500000 sec): 3 clusters
  Score: Raw -208356.885799 + Penalty 2502.006906 = -205854.878893
  nChanged 20
		SP:Iteration 25Q (10015.500000 sec): 3 clusters
  Score: Raw -208368.005661 + Penalty 2502.006906 = -205865.998755
  nChanged 17
		SP:Iteration 26Q (10015.500000 sec): 3 clusters
  Score: Raw -208375.711468 + Penalty 2502.006906 = -205873.704562
  nChanged 14
		SP:Iteration 27Q (10015.510000 sec): 3 clusters
  Score: Raw -208382.721810 + Penalty 2502.006906 = -205880.714904
  nChanged 17
		SP:Iteration 28Q (10015.510000 sec): 3 clusters
  Score: Raw -208392.921631 + Penalty 2502.006906 = -205890.914725
  nChanged 12
		SP:Iteration 29Q (10015.510000 sec): 3 clusters
  Score: Raw -208398.727409 + Penalty 2502.006906 = -205896.720503
  nChanged 2
		SP:Iteration 30Q (10015.520000 sec): 3 clusters
  Score: Raw -208399.569614 + Penalty 2502.006906 = -205897.562708
  nChanged 0
		SP:Iteration 31F (10015.520000 sec): 3 clusters
  Score: Raw -208399.569614 + Penalty 2502.006906 = -205897.562708
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 90 (4170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10015.530000 sec): 2 clusters
  Score: Raw -400817.872826 + Penalty 1354.546589 = -399463.326238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10015.540000 sec): 3 clusters
  Score: Raw -398679.416586 + Penalty 2709.093177 = -395970.323408
  nChanged 1664
		SP:Iteration 1F (10015.550000 sec): 3 clusters
  Score: Raw -399651.553950 + Penalty 2709.093177 = -396942.460772
  nChanged 317
		SP:Iteration 2F (10015.560000 sec): 3 clusters
  Score: Raw -399834.408500 + Penalty 2709.093177 = -397125.315323
  nChanged 248
		SP:Iteration 3F (10015.570000 sec): 3 clusters
  Score: Raw -399993.415675 + Penalty 2709.093177 = -397284.322498
  nChanged 231
		SP:Iteration 4F (10015.580000 sec): 3 clusters
  Score: Raw -400137.822824 + Penalty 2709.093177 = -397428.729647
  nChanged 208
		SP:Iteration 5Q (10015.590000 sec): 3 clusters
  Score: Raw -400276.925937 + Penalty 2709.093177 = -397567.832760
  nChanged 194
		SP:Iteration 6Q (10015.600000 sec): 3 clusters
  Score: Raw -400415.483338 + Penalty 2709.093177 = -397706.390161
  nChanged 181
		SP:Iteration 7Q (10015.610000 sec): 3 clusters
  Score: Raw -400552.883862 + Penalty 2709.093177 = -397843.790684
  nChanged 180
		SP:Iteration 8Q (10015.620000 sec): 3 clusters
  Score: Raw -400707.866259 + Penalty 2709.093177 = -397998.773082
  nChanged 165
		SP:Iteration 9Q (10015.630000 sec): 3 clusters
  Score: Raw -400845.044902 + Penalty 2709.093177 = -398135.951724
  nChanged 153
		SP:Iteration 10Q (10015.640000 sec): 3 clusters
  Score: Raw -400986.979790 + Penalty 2709.093177 = -398277.886613
  nChanged 149
		SP:Iteration 11Q (10015.650000 sec): 3 clusters
  Score: Raw -401125.273578 + Penalty 2709.093177 = -398416.180401
  nChanged 149
		SP:Iteration 12Q (10015.660000 sec): 3 clusters
  Score: Raw -401227.600524 + Penalty 2709.093177 = -398518.507347
  nChanged 106
		SP:Iteration 13Q (10015.660000 sec): 3 clusters
  Score: Raw -401297.290028 + Penalty 2709.093177 = -398588.196851
  nChanged 71
		SP:Iteration 14Q (10015.670000 sec): 3 clusters
  Score: Raw -401339.381524 + Penalty 2709.093177 = -398630.288347
  nChanged 53
		SP:Iteration 15Q (10015.680000 sec): 3 clusters
  Score: Raw -401367.544701 + Penalty 2709.093177 = -398658.451524
  nChanged 33
		SP:Iteration 16Q (10015.690000 sec): 3 clusters
  Score: Raw -401379.303630 + Penalty 2709.093177 = -398670.210453
  nChanged 24
		SP:Iteration 17Q (10015.700000 sec): 3 clusters
  Score: Raw -401391.943016 + Penalty 2709.093177 = -398682.849839
  nChanged 34
		SP:Iteration 18Q (10015.710000 sec): 3 clusters
  Score: Raw -401408.115474 + Penalty 2709.093177 = -398699.022296
  nChanged 28
		SP:Iteration 19Q (10015.720000 sec): 3 clusters
  Score: Raw -401425.009140 + Penalty 2709.093177 = -398715.915962
  nChanged 29
		SP:Iteration 20F (10015.730000 sec): 3 clusters
  Score: Raw -401440.844087 + Penalty 2709.093177 = -398731.750910
  nChanged 37
		SP:Iteration 21Q (10015.740000 sec): 3 clusters
  Score: Raw -401460.304397 + Penalty 2709.093177 = -398751.211220
  nChanged 28
		SP:Iteration 22Q (10015.740000 sec): 3 clusters
  Score: Raw -401471.894713 + Penalty 2709.093177 = -398762.801535
  nChanged 19
		SP:Iteration 23Q (10015.750000 sec): 3 clusters
  Score: Raw -401478.514620 + Penalty 2709.093177 = -398769.421442
  nChanged 15
		SP:Iteration 24Q (10015.760000 sec): 3 clusters
  Score: Raw -401482.161541 + Penalty 2709.093177 = -398773.068364
  nChanged 8
		SP:Iteration 25Q (10015.770000 sec): 3 clusters
  Score: Raw -401483.336724 + Penalty 2709.093177 = -398774.243547
  nChanged 1
		SP:Iteration 26Q (10015.780000 sec): 3 clusters
  Score: Raw -401483.588222 + Penalty 2709.093177 = -398774.495044
  nChanged 0
		SP:Iteration 27F (10015.790000 sec): 3 clusters
  Score: Raw -401483.588222 + Penalty 2709.093177 = -398774.495044
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 91 (60943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10015.950000 sec): 2 clusters
  Score: Raw -6258390.875184 + Penalty 1790.375321 = -6256600.499864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10016.100000 sec): 3 clusters
  Score: Raw -6219520.632822 + Penalty 3580.750641 = -6215939.882181
  nChanged 28893
		SP:Iteration 1F (10016.240000 sec): 3 clusters
  Score: Raw -6236290.754622 + Penalty 3580.750641 = -6232710.003981
  nChanged 2984
		SP:Iteration 2Q (10016.390000 sec): 3 clusters
  Score: Raw -6237480.535269 + Penalty 3580.750641 = -6233899.784628
  nChanged 3540
		SP:Iteration 3F (10016.540000 sec): 3 clusters
  Score: Raw -6239343.797656 + Penalty 3580.750641 = -6235763.047015
  nChanged 4397
		SP:Iteration 4F (10016.680000 sec): 3 clusters
  Score: Raw -6242276.262426 + Penalty 3580.750641 = -6238695.511785
  nChanged 4912
		SP:Iteration 5F (10016.830000 sec): 3 clusters
  Score: Raw -6246178.426316 + Penalty 3580.750641 = -6242597.675675
  nChanged 4782
		SP:Iteration 6F (10016.970000 sec): 3 clusters
  Score: Raw -6250455.364625 + Penalty 3580.750641 = -6246874.613984
  nChanged 3748
		SP:Iteration 7F (10017.120000 sec): 3 clusters
  Score: Raw -6253855.297729 + Penalty 3580.750641 = -6250274.547088
  nChanged 2456
		SP:Iteration 8Q (10017.260000 sec): 3 clusters
  Score: Raw -6256146.210858 + Penalty 3580.750641 = -6252565.460217
  nChanged 1439
		SP:Iteration 9Q (10017.400000 sec): 3 clusters
  Score: Raw -6257481.708274 + Penalty 3580.750641 = -6253900.957633
  nChanged 643
		SP:Iteration 10Q (10017.520000 sec): 3 clusters
  Score: Raw -6258063.736317 + Penalty 3580.750641 = -6254482.985676
  nChanged 276
		SP:Iteration 11Q (10017.630000 sec): 3 clusters
  Score: Raw -6258330.089227 + Penalty 3580.750641 = -6254749.338586
  nChanged 124
		SP:Iteration 12Q (10017.730000 sec): 3 clusters
  Score: Raw -6258460.509701 + Penalty 3580.750641 = -6254879.759060
  nChanged 83
		SP:Iteration 13Q (10017.840000 sec): 3 clusters
  Score: Raw -6258530.847643 + Penalty 3580.750641 = -6254950.097002
  nChanged 41
		SP:Iteration 14Q (10017.940000 sec): 3 clusters
  Score: Raw -6258569.619808 + Penalty 3580.750641 = -6254988.869167
  nChanged 17
		SP:Iteration 15Q (10018.040000 sec): 3 clusters
  Score: Raw -6258583.005644 + Penalty 3580.750641 = -6255002.255003
  nChanged 9
		SP:Iteration 16Q (10018.130000 sec): 3 clusters
  Score: Raw -6258592.832077 + Penalty 3580.750641 = -6255012.081436
  nChanged 12
		SP:Iteration 17Q (10018.230000 sec): 3 clusters
  Score: Raw -6258602.410306 + Penalty 3580.750641 = -6255021.659665
  nChanged 10
		SP:Iteration 18Q (10018.330000 sec): 3 clusters
  Score: Raw -6258610.749562 + Penalty 3580.750641 = -6255029.998921
  nChanged 8
		SP:Iteration 19Q (10018.430000 sec): 3 clusters
  Score: Raw -6258619.325003 + Penalty 3580.750641 = -6255038.574362
  nChanged 5
		SP:Iteration 20F (10018.570000 sec): 3 clusters
  Score: Raw -6258623.738041 + Penalty 3580.750641 = -6255042.987400
  nChanged 4
		SP:Iteration 21Q (10018.670000 sec): 3 clusters
  Score: Raw -6258626.878627 + Penalty 3580.750641 = -6255046.127986
  nChanged 3
		SP:Iteration 22Q (10018.770000 sec): 3 clusters
  Score: Raw -6258630.578864 + Penalty 3580.750641 = -6255049.828223
  nChanged 6
		SP:Iteration 23Q (10018.870000 sec): 3 clusters
  Score: Raw -6258636.345280 + Penalty 3580.750641 = -6255055.594639
  nChanged 4
		SP:Iteration 24Q (10018.960000 sec): 3 clusters
  Score: Raw -6258642.401405 + Penalty 3580.750641 = -6255061.650764
  nChanged 5
		SP:Iteration 25Q (10019.060000 sec): 3 clusters
  Score: Raw -6258648.980168 + Penalty 3580.750641 = -6255068.229527
  nChanged 5
		SP:Iteration 26Q (10019.160000 sec): 3 clusters
  Score: Raw -6258652.054884 + Penalty 3580.750641 = -6255071.304242
  nChanged 1
		SP:Iteration 27Q (10019.260000 sec): 3 clusters
  Score: Raw -6258652.745714 + Penalty 3580.750641 = -6255071.995073
  nChanged 0
		SP:Iteration 28F (10019.400000 sec): 3 clusters
  Score: Raw -6258652.745714 + Penalty 3580.750641 = -6255071.995073
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 92 (1376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10019.430000 sec): 2 clusters
  Score: Raw -125669.147624 + Penalty 1174.377103 = -124494.770521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10019.430000 sec): 3 clusters
  Score: Raw -125160.593739 + Penalty 2348.754206 = -122811.839533
  nChanged 430
		SP:Iteration 1F (10019.440000 sec): 3 clusters
  Score: Raw -125514.163573 + Penalty 2348.754206 = -123165.409367
  nChanged 111
		SP:Iteration 2F (10019.440000 sec): 3 clusters
  Score: Raw -125647.458061 + Penalty 2348.754206 = -123298.703855
  nChanged 77
		SP:Iteration 3F (10019.440000 sec): 3 clusters
  Score: Raw -125738.731249 + Penalty 2348.754206 = -123389.977043
  nChanged 51
		SP:Iteration 4Q (10019.450000 sec): 3 clusters
  Score: Raw -125787.167859 + Penalty 2348.754206 = -123438.413653
  nChanged 44
		SP:Iteration 5Q (10019.450000 sec): 3 clusters
  Score: Raw -125837.927377 + Penalty 2348.754206 = -123489.173171
  nChanged 32
		SP:Iteration 6Q (10019.450000 sec): 3 clusters
  Score: Raw -125873.861535 + Penalty 2348.754206 = -123525.107329
  nChanged 30
		SP:Iteration 7Q (10019.460000 sec): 3 clusters
  Score: Raw -125905.547015 + Penalty 2348.754206 = -123556.792809
  nChanged 26
		SP:Iteration 8Q (10019.460000 sec): 3 clusters
  Score: Raw -125931.500006 + Penalty 2348.754206 = -123582.745800
  nChanged 23
		SP:Iteration 9Q (10019.460000 sec): 3 clusters
  Score: Raw -125947.764280 + Penalty 2348.754206 = -123599.010074
  nChanged 12
		SP:Iteration 10Q (10019.460000 sec): 3 clusters
  Score: Raw -125959.862259 + Penalty 2348.754206 = -123611.108053
  nChanged 8
		SP:Iteration 11Q (10019.470000 sec): 3 clusters
  Score: Raw -125966.696102 + Penalty 2348.754206 = -123617.941896
  nChanged 11
		SP:Iteration 12Q (10019.470000 sec): 3 clusters
  Score: Raw -125972.245946 + Penalty 2348.754206 = -123623.491740
  nChanged 6
		SP:Iteration 13Q (10019.470000 sec): 3 clusters
  Score: Raw -125975.761993 + Penalty 2348.754206 = -123627.007787
  nChanged 0
		SP:Iteration 14F (10019.480000 sec): 3 clusters
  Score: Raw -125975.761993 + Penalty 2348.754206 = -123627.007787
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 93 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10019.480000 sec): 2 clusters
  Score: Raw -256544.710110 + Penalty 1285.768757 = -255258.941353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10019.490000 sec): 3 clusters
  Score: Raw -255293.400982 + Penalty 2571.537514 = -252721.863468
  nChanged 1040
		SP:Iteration 1F (10019.500000 sec): 3 clusters
  Score: Raw -255941.816423 + Penalty 2571.537514 = -253370.278909
  nChanged 227
		SP:Iteration 2F (10019.500000 sec): 3 clusters
  Score: Raw -256136.885526 + Penalty 2571.537514 = -253565.348012
  nChanged 174
		SP:Iteration 3F (10019.510000 sec): 3 clusters
  Score: Raw -256339.795143 + Penalty 2571.537514 = -253768.257629
  nChanged 167
		SP:Iteration 4F (10019.520000 sec): 3 clusters
  Score: Raw -256537.625747 + Penalty 2571.537514 = -253966.088233
  nChanged 159
		SP:Iteration 5F (10019.520000 sec): 3 clusters
  Score: Raw -256742.445791 + Penalty 2571.537514 = -254170.908276
  nChanged 143
		SP:Iteration 6F (10019.530000 sec): 3 clusters
  Score: Raw -256924.071059 + Penalty 2571.537514 = -254352.533545
  nChanged 124
		SP:Iteration 7Q (10019.540000 sec): 3 clusters
  Score: Raw -257049.992505 + Penalty 2571.537514 = -254478.454991
  nChanged 100
		SP:Iteration 8Q (10019.540000 sec): 3 clusters
  Score: Raw -257137.069047 + Penalty 2571.537514 = -254565.531532
  nChanged 69
		SP:Iteration 9Q (10019.550000 sec): 3 clusters
  Score: Raw -257183.580898 + Penalty 2571.537514 = -254612.043383
  nChanged 47
		SP:Iteration 10Q (10019.550000 sec): 3 clusters
  Score: Raw -257215.270811 + Penalty 2571.537514 = -254643.733297
  nChanged 36
		SP:Iteration 11Q (10019.560000 sec): 3 clusters
  Score: Raw -257245.410595 + Penalty 2571.537514 = -254673.873081
  nChanged 27
		SP:Iteration 12Q (10019.560000 sec): 3 clusters
  Score: Raw -257262.520606 + Penalty 2571.537514 = -254690.983091
  nChanged 21
		SP:Iteration 13Q (10019.570000 sec): 3 clusters
  Score: Raw -257274.372553 + Penalty 2571.537514 = -254702.835038
  nChanged 14
		SP:Iteration 14Q (10019.580000 sec): 3 clusters
  Score: Raw -257281.922270 + Penalty 2571.537514 = -254710.384755
  nChanged 12
		SP:Iteration 15Q (10019.580000 sec): 3 clusters
  Score: Raw -257287.695384 + Penalty 2571.537514 = -254716.157869
  nChanged 14
		SP:Iteration 16Q (10019.590000 sec): 3 clusters
  Score: Raw -257295.527542 + Penalty 2571.537514 = -254723.990027
  nChanged 16
		SP:Iteration 17Q (10019.590000 sec): 3 clusters
  Score: Raw -257302.630228 + Penalty 2571.537514 = -254731.092714
  nChanged 18
		SP:Iteration 18Q (10019.600000 sec): 3 clusters
  Score: Raw -257309.950021 + Penalty 2571.537514 = -254738.412506
  nChanged 12
		SP:Iteration 19Q (10019.600000 sec): 3 clusters
  Score: Raw -257314.164107 + Penalty 2571.537514 = -254742.626593
  nChanged 7
		SP:Iteration 20F (10019.610000 sec): 3 clusters
  Score: Raw -257316.744785 + Penalty 2571.537514 = -254745.207270
  nChanged 3
		SP:Iteration 21Q (10019.620000 sec): 3 clusters
  Score: Raw -257317.674681 + Penalty 2571.537514 = -254746.137166
  nChanged 2
		SP:Iteration 22Q (10019.620000 sec): 3 clusters
  Score: Raw -257317.965994 + Penalty 2571.537514 = -254746.428479
  nChanged 0
		SP:Iteration 23F (10019.630000 sec): 3 clusters
  Score: Raw -257317.965994 + Penalty 2571.537514 = -254746.428479
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 94 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10019.640000 sec): 2 clusters
  Score: Raw -179285.815515 + Penalty 1249.745764 = -178036.069751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10019.640000 sec): 3 clusters
  Score: Raw -178324.436737 + Penalty 2499.491528 = -175824.945209
  nChanged 761
		SP:Iteration 1F (10019.640000 sec): 3 clusters
  Score: Raw -178958.008939 + Penalty 2499.491528 = -176458.517411
  nChanged 247
		SP:Iteration 2F (10019.650000 sec): 3 clusters
  Score: Raw -179263.278593 + Penalty 2499.491528 = -176763.787065
  nChanged 165
		SP:Iteration 3F (10019.660000 sec): 3 clusters
  Score: Raw -179440.581919 + Penalty 2499.491528 = -176941.090391
  nChanged 105
		SP:Iteration 4Q (10019.660000 sec): 3 clusters
  Score: Raw -179551.372589 + Penalty 2499.491528 = -177051.881061
  nChanged 80
		SP:Iteration 5Q (10019.660000 sec): 3 clusters
  Score: Raw -179624.767835 + Penalty 2499.491528 = -177125.276307
  nChanged 61
		SP:Iteration 6Q (10019.670000 sec): 3 clusters
  Score: Raw -179682.473897 + Penalty 2499.491528 = -177182.982369
  nChanged 47
		SP:Iteration 7Q (10019.680000 sec): 3 clusters
  Score: Raw -179721.101591 + Penalty 2499.491528 = -177221.610063
  nChanged 38
		SP:Iteration 8Q (10019.680000 sec): 3 clusters
  Score: Raw -179755.671150 + Penalty 2499.491528 = -177256.179622
  nChanged 29
		SP:Iteration 9Q (10019.680000 sec): 3 clusters
  Score: Raw -179778.323666 + Penalty 2499.491528 = -177278.832138
  nChanged 23
		SP:Iteration 10Q (10019.690000 sec): 3 clusters
  Score: Raw -179796.374465 + Penalty 2499.491528 = -177296.882937
  nChanged 21
		SP:Iteration 11Q (10019.700000 sec): 3 clusters
  Score: Raw -179813.723395 + Penalty 2499.491528 = -177314.231867
  nChanged 22
		SP:Iteration 12Q (10019.700000 sec): 3 clusters
  Score: Raw -179825.424168 + Penalty 2499.491528 = -177325.932640
  nChanged 12
		SP:Iteration 13Q (10019.700000 sec): 3 clusters
  Score: Raw -179831.978090 + Penalty 2499.491528 = -177332.486562
  nChanged 19
		SP:Iteration 14Q (10019.710000 sec): 3 clusters
  Score: Raw -179841.510097 + Penalty 2499.491528 = -177342.018569
  nChanged 14
		SP:Iteration 15Q (10019.710000 sec): 3 clusters
  Score: Raw -179848.376043 + Penalty 2499.491528 = -177348.884515
  nChanged 11
		SP:Iteration 16Q (10019.720000 sec): 3 clusters
  Score: Raw -179853.588270 + Penalty 2499.491528 = -177354.096742
  nChanged 10
		SP:Iteration 17Q (10019.720000 sec): 3 clusters
  Score: Raw -179858.461581 + Penalty 2499.491528 = -177358.970053
  nChanged 6
		SP:Iteration 18Q (10019.730000 sec): 3 clusters
  Score: Raw -179862.352248 + Penalty 2499.491528 = -177362.860720
  nChanged 7
		SP:Iteration 19Q (10019.730000 sec): 3 clusters
  Score: Raw -179866.252332 + Penalty 2499.491528 = -177366.760804
  nChanged 7
		SP:Iteration 20F (10019.740000 sec): 3 clusters
  Score: Raw -179871.809248 + Penalty 2499.491528 = -177372.317720
  nChanged 8
		SP:Iteration 21Q (10019.740000 sec): 3 clusters
  Score: Raw -179876.144700 + Penalty 2499.491528 = -177376.653172
  nChanged 4
		SP:Iteration 22Q (10019.740000 sec): 3 clusters
  Score: Raw -179880.567231 + Penalty 2499.491528 = -177381.075703
  nChanged 7
		SP:Iteration 23Q (10019.750000 sec): 3 clusters
  Score: Raw -179883.589697 + Penalty 2499.491528 = -177384.098169
  nChanged 5
		SP:Iteration 24Q (10019.760000 sec): 3 clusters
  Score: Raw -179886.429962 + Penalty 2499.491528 = -177386.938434
  nChanged 3
		SP:Iteration 25Q (10019.760000 sec): 3 clusters
  Score: Raw -179888.251012 + Penalty 2499.491528 = -177388.759484
  nChanged 6
		SP:Iteration 26Q (10019.760000 sec): 3 clusters
  Score: Raw -179891.773670 + Penalty 2499.491528 = -177392.282142
  nChanged 5
		SP:Iteration 27Q (10019.770000 sec): 3 clusters
  Score: Raw -179895.216754 + Penalty 2499.491528 = -177395.725226
  nChanged 4
		SP:Iteration 28Q (10019.770000 sec): 3 clusters
  Score: Raw -179896.264885 + Penalty 2499.491528 = -177396.773357
  nChanged 3
		SP:Iteration 29Q (10019.780000 sec): 3 clusters
  Score: Raw -179898.279637 + Penalty 2499.491528 = -177398.788109
  nChanged 5
		SP:Iteration 30Q (10019.780000 sec): 3 clusters
  Score: Raw -179901.137440 + Penalty 2499.491528 = -177401.645912
  nChanged 4
		SP:Iteration 31Q (10019.790000 sec): 3 clusters
  Score: Raw -179902.586390 + Penalty 2499.491528 = -177403.094862
  nChanged 3
		SP:Iteration 32Q (10019.790000 sec): 3 clusters
  Score: Raw -179903.992305 + Penalty 2499.491528 = -177404.500777
  nChanged 1
		SP:Iteration 33Q (10019.800000 sec): 3 clusters
  Score: Raw -179904.299136 + Penalty 2499.491528 = -177404.807608
  nChanged 1
		SP:Iteration 34Q (10019.800000 sec): 3 clusters
  Score: Raw -179905.255133 + Penalty 2499.491528 = -177405.763604
  nChanged 0
		SP:Iteration 35F (10019.800000 sec): 3 clusters
  Score: Raw -179905.255133 + Penalty 2499.491528 = -177405.763604
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 95 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10019.810000 sec): 2 clusters
  Score: Raw -177812.714251 + Penalty 1231.282314 = -176581.431937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10019.820000 sec): 3 clusters
  Score: Raw -176981.036372 + Penalty 2462.564628 = -174518.471744
  nChanged 678
		SP:Iteration 1F (10019.820000 sec): 3 clusters
  Score: Raw -177472.745458 + Penalty 2462.564628 = -175010.180830
  nChanged 177
		SP:Iteration 2F (10019.820000 sec): 3 clusters
  Score: Raw -177636.732920 + Penalty 2462.564628 = -175174.168292
  nChanged 108
		SP:Iteration 3F (10019.830000 sec): 3 clusters
  Score: Raw -177734.543805 + Penalty 2462.564628 = -175271.979177
  nChanged 85
		SP:Iteration 4Q (10019.840000 sec): 3 clusters
  Score: Raw -177804.025184 + Penalty 2462.564628 = -175341.460556
  nChanged 60
		SP:Iteration 5Q (10019.840000 sec): 3 clusters
  Score: Raw -177849.579534 + Penalty 2462.564628 = -175387.014907
  nChanged 52
		SP:Iteration 6Q (10019.840000 sec): 3 clusters
  Score: Raw -177892.648007 + Penalty 2462.564628 = -175430.083379
  nChanged 47
		SP:Iteration 7Q (10019.850000 sec): 3 clusters
  Score: Raw -177933.633152 + Penalty 2462.564628 = -175471.068525
  nChanged 41
		SP:Iteration 8Q (10019.850000 sec): 3 clusters
  Score: Raw -177969.775001 + Penalty 2462.564628 = -175507.210373
  nChanged 39
		SP:Iteration 9Q (10019.860000 sec): 3 clusters
  Score: Raw -178004.290361 + Penalty 2462.564628 = -175541.725733
  nChanged 33
		SP:Iteration 10Q (10019.860000 sec): 3 clusters
  Score: Raw -178041.816681 + Penalty 2462.564628 = -175579.252054
  nChanged 39
		SP:Iteration 11Q (10019.860000 sec): 3 clusters
  Score: Raw -178080.790470 + Penalty 2462.564628 = -175618.225842
  nChanged 44
		SP:Iteration 12Q (10019.870000 sec): 3 clusters
  Score: Raw -178123.027397 + Penalty 2462.564628 = -175660.462769
  nChanged 35
		SP:Iteration 13Q (10019.870000 sec): 3 clusters
  Score: Raw -178158.837631 + Penalty 2462.564628 = -175696.273003
  nChanged 41
		SP:Iteration 14Q (10019.880000 sec): 3 clusters
  Score: Raw -178201.452429 + Penalty 2462.564628 = -175738.887802
  nChanged 32
		SP:Iteration 15Q (10019.880000 sec): 3 clusters
  Score: Raw -178230.120819 + Penalty 2462.564628 = -175767.556192
  nChanged 31
		SP:Iteration 16Q (10019.890000 sec): 3 clusters
  Score: Raw -178263.561375 + Penalty 2462.564628 = -175800.996747
  nChanged 29
		SP:Iteration 17Q (10019.890000 sec): 3 clusters
  Score: Raw -178292.442772 + Penalty 2462.564628 = -175829.878145
  nChanged 25
		SP:Iteration 18Q (10019.900000 sec): 3 clusters
  Score: Raw -178314.216238 + Penalty 2462.564628 = -175851.651611
  nChanged 23
		SP:Iteration 19Q (10019.900000 sec): 3 clusters
  Score: Raw -178330.354598 + Penalty 2462.564628 = -175867.789971
  nChanged 18
		SP:Iteration 20F (10019.900000 sec): 3 clusters
  Score: Raw -178345.007483 + Penalty 2462.564628 = -175882.442855
  nChanged 19
		SP:Iteration 21Q (10019.910000 sec): 3 clusters
  Score: Raw -178357.906302 + Penalty 2462.564628 = -175895.341675
  nChanged 13
		SP:Iteration 22Q (10019.910000 sec): 3 clusters
  Score: Raw -178365.233993 + Penalty 2462.564628 = -175902.669365
  nChanged 8
		SP:Iteration 23Q (10019.920000 sec): 3 clusters
  Score: Raw -178369.361933 + Penalty 2462.564628 = -175906.797305
  nChanged 5
		SP:Iteration 24Q (10019.920000 sec): 3 clusters
  Score: Raw -178372.820827 + Penalty 2462.564628 = -175910.256199
  nChanged 8
		SP:Iteration 25Q (10019.920000 sec): 3 clusters
  Score: Raw -178379.825702 + Penalty 2462.564628 = -175917.261074
  nChanged 4
		SP:Iteration 26Q (10019.930000 sec): 3 clusters
  Score: Raw -178382.520904 + Penalty 2462.564628 = -175919.956276
  nChanged 0
		SP:Iteration 27F (10019.930000 sec): 3 clusters
  Score: Raw -178382.520904 + Penalty 2462.564628 = -175919.956276
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 96 (55468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10020.080000 sec): 2 clusters
  Score: Raw -5622665.986242 + Penalty 1775.078753 = -5620890.907489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10020.210000 sec): 3 clusters
  Score: Raw -5587445.498409 + Penalty 3550.157506 = -5583895.340903
  nChanged 25967
		SP:Iteration 1F (10020.340000 sec): 3 clusters
  Score: Raw -5602332.422688 + Penalty 3550.157506 = -5598782.265182
  nChanged 2158
		SP:Iteration 2Q (10020.480000 sec): 3 clusters
  Score: Raw -5603068.734674 + Penalty 3550.157506 = -5599518.577168
  nChanged 2187
		SP:Iteration 3Q (10020.610000 sec): 3 clusters
  Score: Raw -5603920.008760 + Penalty 3550.157506 = -5600369.851254
  nChanged 2331
		SP:Iteration 4Q (10020.750000 sec): 3 clusters
  Score: Raw -5604912.278626 + Penalty 3550.157506 = -5601362.121120
  nChanged 2465
		SP:Iteration 5Q (10020.880000 sec): 3 clusters
  Score: Raw -5606105.132700 + Penalty 3550.157506 = -5602554.975194
  nChanged 2688
		SP:Iteration 6Q (10021.020000 sec): 3 clusters
  Score: Raw -5607571.254565 + Penalty 3550.157506 = -5604021.097059
  nChanged 2800
		SP:Iteration 7F (10021.150000 sec): 3 clusters
  Score: Raw -5609272.345474 + Penalty 3550.157506 = -5605722.187968
  nChanged 2929
		SP:Iteration 8F (10021.280000 sec): 3 clusters
  Score: Raw -5611257.939784 + Penalty 3550.157506 = -5607707.782278
  nChanged 2979
		SP:Iteration 9F (10021.410000 sec): 3 clusters
  Score: Raw -5613268.055491 + Penalty 3550.157506 = -5609717.897985
  nChanged 2857
		SP:Iteration 10F (10021.540000 sec): 3 clusters
  Score: Raw -5615204.083926 + Penalty 3550.157506 = -5611653.926420
  nChanged 2596
		SP:Iteration 11Q (10021.670000 sec): 3 clusters
  Score: Raw -5616989.494534 + Penalty 3550.157506 = -5613439.337028
  nChanged 2347
		SP:Iteration 12Q (10021.790000 sec): 3 clusters
  Score: Raw -5618590.202936 + Penalty 3550.157506 = -5615040.045430
  nChanged 1999
		SP:Iteration 13Q (10021.900000 sec): 3 clusters
  Score: Raw -5619922.171551 + Penalty 3550.157506 = -5616372.014045
  nChanged 1521
		SP:Iteration 14Q (10022.020000 sec): 3 clusters
  Score: Raw -5620900.138434 + Penalty 3550.157506 = -5617349.980928
  nChanged 1158
		SP:Iteration 15Q (10022.120000 sec): 3 clusters
  Score: Raw -5621600.314701 + Penalty 3550.157506 = -5618050.157195
  nChanged 805
		SP:Iteration 16Q (10022.220000 sec): 3 clusters
  Score: Raw -5622079.072412 + Penalty 3550.157506 = -5618528.914906
  nChanged 529
		SP:Iteration 17Q (10022.320000 sec): 3 clusters
  Score: Raw -5622383.488777 + Penalty 3550.157506 = -5618833.331271
  nChanged 351
		SP:Iteration 18Q (10022.420000 sec): 3 clusters
  Score: Raw -5622573.503702 + Penalty 3550.157506 = -5619023.346196
  nChanged 215
		SP:Iteration 19Q (10022.520000 sec): 3 clusters
  Score: Raw -5622686.441008 + Penalty 3550.157506 = -5619136.283502
  nChanged 128
		SP:Iteration 20F (10022.640000 sec): 3 clusters
  Score: Raw -5622743.495184 + Penalty 3550.157506 = -5619193.337678
  nChanged 88
		SP:Iteration 21Q (10022.740000 sec): 3 clusters
  Score: Raw -5622792.931011 + Penalty 3550.157506 = -5619242.773505
  nChanged 78
		SP:Iteration 22Q (10022.830000 sec): 3 clusters
  Score: Raw -5622833.645796 + Penalty 3550.157506 = -5619283.488290
  nChanged 68
		SP:Iteration 23Q (10022.920000 sec): 3 clusters
  Score: Raw -5622867.279184 + Penalty 3550.157506 = -5619317.121678
  nChanged 53
		SP:Iteration 24Q (10023.020000 sec): 3 clusters
  Score: Raw -5622893.214290 + Penalty 3550.157506 = -5619343.056784
  nChanged 48
		SP:Iteration 25Q (10023.110000 sec): 3 clusters
  Score: Raw -5622913.973167 + Penalty 3550.157506 = -5619363.815661
  nChanged 33
		SP:Iteration 26Q (10023.200000 sec): 3 clusters
  Score: Raw -5622927.598686 + Penalty 3550.157506 = -5619377.441180
  nChanged 17
		SP:Iteration 27Q (10023.290000 sec): 3 clusters
  Score: Raw -5622934.329264 + Penalty 3550.157506 = -5619384.171758
  nChanged 20
		SP:Iteration 28Q (10023.380000 sec): 3 clusters
  Score: Raw -5622945.323755 + Penalty 3550.157506 = -5619395.166249
  nChanged 26
		SP:Iteration 29Q (10023.470000 sec): 3 clusters
  Score: Raw -5622957.536683 + Penalty 3550.157506 = -5619407.379177
  nChanged 18
		SP:Iteration 30Q (10023.560000 sec): 3 clusters
  Score: Raw -5622967.141443 + Penalty 3550.157506 = -5619416.983937
  nChanged 18
		SP:Iteration 31Q (10023.650000 sec): 3 clusters
  Score: Raw -5622974.505278 + Penalty 3550.157506 = -5619424.347772
  nChanged 10
		SP:Iteration 32Q (10023.740000 sec): 3 clusters
  Score: Raw -5622978.383092 + Penalty 3550.157506 = -5619428.225586
  nChanged 11
		SP:Iteration 33Q (10023.830000 sec): 3 clusters
  Score: Raw -5622983.927561 + Penalty 3550.157506 = -5619433.770055
  nChanged 10
		SP:Iteration 34Q (10023.920000 sec): 3 clusters
  Score: Raw -5622988.529060 + Penalty 3550.157506 = -5619438.371554
  nChanged 7
		SP:Iteration 35Q (10024.010000 sec): 3 clusters
  Score: Raw -5622991.846900 + Penalty 3550.157506 = -5619441.689394
  nChanged 6
		SP:Iteration 36Q (10024.100000 sec): 3 clusters
  Score: Raw -5622994.182698 + Penalty 3550.157506 = -5619444.025192
  nChanged 3
		SP:Iteration 37Q (10024.190000 sec): 3 clusters
  Score: Raw -5622995.752250 + Penalty 3550.157506 = -5619445.594744
  nChanged 5
		SP:Iteration 38Q (10024.280000 sec): 3 clusters
  Score: Raw -5622997.952093 + Penalty 3550.157506 = -5619447.794587
  nChanged 4
		SP:Iteration 39Q (10024.370000 sec): 3 clusters
  Score: Raw -5623000.425079 + Penalty 3550.157506 = -5619450.267573
  nChanged 12
		SP:Iteration 40F (10024.500000 sec): 3 clusters
  Score: Raw -5623005.950342 + Penalty 3550.157506 = -5619455.792836
  nChanged 5
		SP:Iteration 41Q (10024.590000 sec): 3 clusters
  Score: Raw -5623008.482412 + Penalty 3550.157506 = -5619458.324906
  nChanged 7
		SP:Iteration 42Q (10024.680000 sec): 3 clusters
  Score: Raw -5623011.461107 + Penalty 3550.157506 = -5619461.303601
  nChanged 6
		SP:Iteration 43Q (10024.770000 sec): 3 clusters
  Score: Raw -5623013.877432 + Penalty 3550.157506 = -5619463.719926
  nChanged 0
		SP:Iteration 44F (10024.900000 sec): 3 clusters
  Score: Raw -5623013.877432 + Penalty 3550.157506 = -5619463.719926
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 97 (116292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10025.180000 sec): 2 clusters
  Score: Raw -11956424.949505 + Penalty 1895.377177 = -11954529.572329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10025.470000 sec): 3 clusters
  Score: Raw -11880600.214347 + Penalty 3790.754353 = -11876809.459994
  nChanged 55842
		SP:Iteration 1F (10025.750000 sec): 3 clusters
  Score: Raw -11913142.093347 + Penalty 3790.754353 = -11909351.338994
  nChanged 3739
		SP:Iteration 2Q (10026.030000 sec): 3 clusters
  Score: Raw -11914132.676913 + Penalty 3790.754353 = -11910341.922560
  nChanged 4581
		SP:Iteration 3Q (10026.320000 sec): 3 clusters
  Score: Raw -11915710.451423 + Penalty 3790.754353 = -11911919.697070
  nChanged 5871
		SP:Iteration 4F (10026.600000 sec): 3 clusters
  Score: Raw -11918422.263669 + Penalty 3790.754353 = -11914631.509315
  nChanged 7691
		SP:Iteration 5F (10026.880000 sec): 3 clusters
  Score: Raw -11923130.621002 + Penalty 3790.754353 = -11919339.866649
  nChanged 9255
		SP:Iteration 6F (10027.160000 sec): 3 clusters
  Score: Raw -11930087.028145 + Penalty 3790.754353 = -11926296.273792
  nChanged 9510
		SP:Iteration 7F (10027.430000 sec): 3 clusters
  Score: Raw -11937946.640833 + Penalty 3790.754353 = -11934155.886480
  nChanged 7992
		SP:Iteration 8F (10027.710000 sec): 3 clusters
  Score: Raw -11944759.133842 + Penalty 3790.754353 = -11940968.379489
  nChanged 5642
		SP:Iteration 9Q (10027.990000 sec): 3 clusters
  Score: Raw -11949533.573597 + Penalty 3790.754353 = -11945742.819244
  nChanged 3739
		SP:Iteration 10Q (10028.270000 sec): 3 clusters
  Score: Raw -11952741.148698 + Penalty 3790.754353 = -11948950.394344
  nChanged 2284
		SP:Iteration 11Q (10028.530000 sec): 3 clusters
  Score: Raw -11954743.601254 + Penalty 3790.754353 = -11950952.846901
  nChanged 1190
		SP:Iteration 12Q (10028.770000 sec): 3 clusters
  Score: Raw -11955782.356894 + Penalty 3790.754353 = -11951991.602540
  nChanged 495
		SP:Iteration 13Q (10028.970000 sec): 3 clusters
  Score: Raw -11956214.807084 + Penalty 3790.754353 = -11952424.052730
  nChanged 219
		SP:Iteration 14Q (10029.170000 sec): 3 clusters
  Score: Raw -11956415.307455 + Penalty 3790.754353 = -11952624.553102
  nChanged 105
		SP:Iteration 15Q (10029.370000 sec): 3 clusters
  Score: Raw -11956516.010870 + Penalty 3790.754353 = -11952725.256517
  nChanged 59
		SP:Iteration 16Q (10029.560000 sec): 3 clusters
  Score: Raw -11956570.284103 + Penalty 3790.754353 = -11952779.529750
  nChanged 29
		SP:Iteration 17Q (10029.750000 sec): 3 clusters
  Score: Raw -11956602.575564 + Penalty 3790.754353 = -11952811.821211
  nChanged 29
		SP:Iteration 18Q (10029.950000 sec): 3 clusters
  Score: Raw -11956625.230467 + Penalty 3790.754353 = -11952834.476114
  nChanged 13
		SP:Iteration 19Q (10030.130000 sec): 3 clusters
  Score: Raw -11956637.031371 + Penalty 3790.754353 = -11952846.277017
  nChanged 7
		SP:Iteration 20F (10030.410000 sec): 3 clusters
  Score: Raw -11956640.489404 + Penalty 3790.754353 = -11952849.735051
  nChanged 2
		SP:Iteration 21Q (10030.600000 sec): 3 clusters
  Score: Raw -11956642.483688 + Penalty 3790.754353 = -11952851.729335
  nChanged 2
		SP:Iteration 22Q (10030.790000 sec): 3 clusters
  Score: Raw -11956644.049532 + Penalty 3790.754353 = -11952853.295178
  nChanged 2
		SP:Iteration 23Q (10030.980000 sec): 3 clusters
  Score: Raw -11956645.624770 + Penalty 3790.754353 = -11952854.870417
  nChanged 0
		SP:Iteration 24F (10031.250000 sec): 3 clusters
  Score: Raw -11956645.624770 + Penalty 3790.754353 = -11952854.870417
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 98 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10031.310000 sec): 2 clusters
  Score: Raw -124721.514762 + Penalty 1165.394234 = -123556.120529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10031.310000 sec): 3 clusters
  Score: Raw -124285.154493 + Penalty 2330.788467 = -121954.366025
  nChanged 408
		SP:Iteration 1F (10031.310000 sec): 3 clusters
  Score: Raw -124642.549474 + Penalty 2330.788467 = -122311.761007
  nChanged 101
		SP:Iteration 2F (10031.310000 sec): 3 clusters
  Score: Raw -124759.173185 + Penalty 2330.788467 = -122428.384718
  nChanged 69
		SP:Iteration 3F (10031.320000 sec): 3 clusters
  Score: Raw -124847.461653 + Penalty 2330.788467 = -122516.673185
  nChanged 46
		SP:Iteration 4Q (10031.320000 sec): 3 clusters
  Score: Raw -124895.295702 + Penalty 2330.788467 = -122564.507235
  nChanged 35
		SP:Iteration 5Q (10031.320000 sec): 3 clusters
  Score: Raw -124929.583489 + Penalty 2330.788467 = -122598.795022
  nChanged 29
		SP:Iteration 6Q (10031.330000 sec): 3 clusters
  Score: Raw -124957.172314 + Penalty 2330.788467 = -122626.383846
  nChanged 23
		SP:Iteration 7Q (10031.330000 sec): 3 clusters
  Score: Raw -124977.009740 + Penalty 2330.788467 = -122646.221273
  nChanged 14
		SP:Iteration 8Q (10031.330000 sec): 3 clusters
  Score: Raw -124988.144461 + Penalty 2330.788467 = -122657.355993
  nChanged 10
		SP:Iteration 9Q (10031.330000 sec): 3 clusters
  Score: Raw -124993.599858 + Penalty 2330.788467 = -122662.811391
  nChanged 5
		SP:Iteration 10Q (10031.340000 sec): 3 clusters
  Score: Raw -124995.309564 + Penalty 2330.788467 = -122664.521096
  nChanged 1
		SP:Iteration 11Q (10031.340000 sec): 3 clusters
  Score: Raw -124995.766015 + Penalty 2330.788467 = -122664.977547
  nChanged 1
		SP:Iteration 12Q (10031.340000 sec): 3 clusters
  Score: Raw -124996.618040 + Penalty 2330.788467 = -122665.829573
  nChanged 1
		SP:Iteration 13Q (10031.350000 sec): 3 clusters
  Score: Raw -124996.940903 + Penalty 2330.788467 = -122666.152436
  nChanged 0
		SP:Iteration 14F (10031.350000 sec): 3 clusters
  Score: Raw -124996.940903 + Penalty 2330.788467 = -122666.152436
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 99 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10031.350000 sec): 2 clusters
  Score: Raw -157644.578804 + Penalty 1211.673865 = -156432.904939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10031.360000 sec): 3 clusters
  Score: Raw -156911.500626 + Penalty 2423.347730 = -154488.152895
  nChanged 619
		SP:Iteration 1F (10031.360000 sec): 3 clusters
  Score: Raw -157353.569713 + Penalty 2423.347730 = -154930.221983
  nChanged 143
		SP:Iteration 2F (10031.370000 sec): 3 clusters
  Score: Raw -157468.018819 + Penalty 2423.347730 = -155044.671089
  nChanged 95
		SP:Iteration 3F (10031.370000 sec): 3 clusters
  Score: Raw -157566.369600 + Penalty 2423.347730 = -155143.021870
  nChanged 73
		SP:Iteration 4Q (10031.370000 sec): 3 clusters
  Score: Raw -157640.388969 + Penalty 2423.347730 = -155217.041239
  nChanged 68
		SP:Iteration 5Q (10031.380000 sec): 3 clusters
  Score: Raw -157729.833718 + Penalty 2423.347730 = -155306.485987
  nChanged 54
		SP:Iteration 6Q (10031.380000 sec): 3 clusters
  Score: Raw -157805.956012 + Penalty 2423.347730 = -155382.608281
  nChanged 53
		SP:Iteration 7Q (10031.390000 sec): 3 clusters
  Score: Raw -157884.187046 + Penalty 2423.347730 = -155460.839315
  nChanged 48
		SP:Iteration 8Q (10031.390000 sec): 3 clusters
  Score: Raw -157930.628627 + Penalty 2423.347730 = -155507.280896
  nChanged 37
		SP:Iteration 9Q (10031.390000 sec): 3 clusters
  Score: Raw -157967.125758 + Penalty 2423.347730 = -155543.778028
  nChanged 35
		SP:Iteration 10Q (10031.400000 sec): 3 clusters
  Score: Raw -158007.806761 + Penalty 2423.347730 = -155584.459030
  nChanged 30
		SP:Iteration 11Q (10031.400000 sec): 3 clusters
  Score: Raw -158034.038361 + Penalty 2423.347730 = -155610.690630
  nChanged 35
		SP:Iteration 12Q (10031.410000 sec): 3 clusters
  Score: Raw -158063.282951 + Penalty 2423.347730 = -155639.935221
  nChanged 24
		SP:Iteration 13Q (10031.410000 sec): 3 clusters
  Score: Raw -158076.890558 + Penalty 2423.347730 = -155653.542828
  nChanged 17
		SP:Iteration 14Q (10031.410000 sec): 3 clusters
  Score: Raw -158089.133859 + Penalty 2423.347730 = -155665.786129
  nChanged 17
		SP:Iteration 15Q (10031.410000 sec): 3 clusters
  Score: Raw -158098.748173 + Penalty 2423.347730 = -155675.400443
  nChanged 13
		SP:Iteration 16Q (10031.420000 sec): 3 clusters
  Score: Raw -158105.483799 + Penalty 2423.347730 = -155682.136068
  nChanged 15
		SP:Iteration 17Q (10031.420000 sec): 3 clusters
  Score: Raw -158113.212148 + Penalty 2423.347730 = -155689.864418
  nChanged 16
		SP:Iteration 18Q (10031.430000 sec): 3 clusters
  Score: Raw -158125.029615 + Penalty 2423.347730 = -155701.681885
  nChanged 12
		SP:Iteration 19Q (10031.430000 sec): 3 clusters
  Score: Raw -158133.283592 + Penalty 2423.347730 = -155709.935862
  nChanged 7
		SP:Iteration 20F (10031.430000 sec): 3 clusters
  Score: Raw -158137.262698 + Penalty 2423.347730 = -155713.914968
  nChanged 13
		SP:Iteration 21Q (10031.440000 sec): 3 clusters
  Score: Raw -158142.642438 + Penalty 2423.347730 = -155719.294707
  nChanged 8
		SP:Iteration 22Q (10031.440000 sec): 3 clusters
  Score: Raw -158145.910155 + Penalty 2423.347730 = -155722.562425
  nChanged 4
		SP:Iteration 23Q (10031.450000 sec): 3 clusters
  Score: Raw -158147.602544 + Penalty 2423.347730 = -155724.254813
  nChanged 4
		SP:Iteration 24Q (10031.450000 sec): 3 clusters
  Score: Raw -158150.348657 + Penalty 2423.347730 = -155727.000927
  nChanged 8
		SP:Iteration 25Q (10031.450000 sec): 3 clusters
  Score: Raw -158153.863184 + Penalty 2423.347730 = -155730.515453
  nChanged 3
		SP:Iteration 26Q (10031.460000 sec): 3 clusters
  Score: Raw -158155.752790 + Penalty 2423.347730 = -155732.405060
  nChanged 3
		SP:Iteration 27Q (10031.460000 sec): 3 clusters
  Score: Raw -158158.329182 + Penalty 2423.347730 = -155734.981451
  nChanged 4
		SP:Iteration 28Q (10031.460000 sec): 3 clusters
  Score: Raw -158160.212447 + Penalty 2423.347730 = -155736.864717
  nChanged 3
		SP:Iteration 29Q (10031.470000 sec): 3 clusters
  Score: Raw -158161.279731 + Penalty 2423.347730 = -155737.932000
  nChanged 3
		SP:Iteration 30Q (10031.470000 sec): 3 clusters
  Score: Raw -158162.374315 + Penalty 2423.347730 = -155739.026585
  nChanged 2
		SP:Iteration 31Q (10031.470000 sec): 3 clusters
  Score: Raw -158163.099207 + Penalty 2423.347730 = -155739.751477
  nChanged 0
		SP:Iteration 32F (10031.480000 sec): 3 clusters
  Score: Raw -158163.099207 + Penalty 2423.347730 = -155739.751477
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 100 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10031.480000 sec): 2 clusters
  Score: Raw -27580.381993 + Penalty 924.683411 = -26655.698581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10031.480000 sec): 3 clusters
  Score: Raw -27656.894948 + Penalty 1849.366823 = -25807.528126
  nChanged 50
		SP:Iteration 1F (10031.480000 sec): 3 clusters
  Score: Raw -27763.347251 + Penalty 1849.366823 = -25913.980428
  nChanged 13
		SP:Iteration 2Q (10031.480000 sec): 3 clusters
  Score: Raw -27872.216819 + Penalty 1849.366823 = -26022.849996
  nChanged 12
		SP:Iteration 3Q (10031.490000 sec): 3 clusters
  Score: Raw -27940.751608 + Penalty 1849.366823 = -26091.384785
  nChanged 4
		SP:Iteration 4Q (10031.490000 sec): 3 clusters
  Score: Raw -27954.778499 + Penalty 1849.366823 = -26105.411676
  nChanged 7
		SP:Iteration 5Q (10031.490000 sec): 3 clusters
  Score: Raw -27974.887188 + Penalty 1849.366823 = -26125.520366
  nChanged 9
		SP:Iteration 6Q (10031.490000 sec): 3 clusters
  Score: Raw -28003.062876 + Penalty 1849.366823 = -26153.696053
  nChanged 4
		SP:Iteration 7Q (10031.490000 sec): 3 clusters
  Score: Raw -28011.161602 + Penalty 1849.366823 = -26161.794779
  nChanged 1
		SP:Iteration 8Q (10031.490000 sec): 3 clusters
  Score: Raw -28015.567241 + Penalty 1849.366823 = -26166.200419
  nChanged 0
		SP:Iteration 9F (10031.490000 sec): 3 clusters
  Score: Raw -28015.567241 + Penalty 1849.366823 = -26166.200419
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.65 GB.

 Trying to split cluster 101 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10031.490000 sec): 2 clusters
  Score: Raw -79136.064972 + Penalty 1094.371145 = -78041.693827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10031.490000 sec): 3 clusters
  Score: Raw -78910.449081 + Penalty 2188.742289 = -76721.706791
  nChanged 241
		SP:Iteration 1F (10031.500000 sec): 3 clusters
  Score: Raw -79130.024798 + Penalty 2188.742289 = -76941.282508
  nChanged 46
		SP:Iteration 2F (10031.500000 sec): 3 clusters
  Score: Raw -79191.608512 + Penalty 2188.742289 = -77002.866222
  nChanged 28
		SP:Iteration 3Q (10031.500000 sec): 3 clusters
  Score: Raw -79225.049717 + Penalty 2188.742289 = -77036.307428
  nChanged 22
		SP:Iteration 4Q (10031.500000 sec): 3 clusters
  Score: Raw -79255.293781 + Penalty 2188.742289 = -77066.551492
  nChanged 17
		SP:Iteration 5Q (10031.510000 sec): 3 clusters
  Score: Raw -79276.405646 + Penalty 2188.742289 = -77087.663357
  nChanged 8
		SP:Iteration 6Q (10031.510000 sec): 3 clusters
  Score: Raw -79287.283362 + Penalty 2188.742289 = -77098.541072
  nChanged 12
		SP:Iteration 7Q (10031.510000 sec): 3 clusters
  Score: Raw -79300.234290 + Penalty 2188.742289 = -77111.492000
  nChanged 4
		SP:Iteration 8Q (10031.510000 sec): 3 clusters
  Score: Raw -79305.878910 + Penalty 2188.742289 = -77117.136620
  nChanged 5
		SP:Iteration 9Q (10031.510000 sec): 3 clusters
  Score: Raw -79318.718651 + Penalty 2188.742289 = -77129.976362
  nChanged 11
		SP:Iteration 10Q (10031.510000 sec): 3 clusters
  Score: Raw -79335.464909 + Penalty 2188.742289 = -77146.722619
  nChanged 12
		SP:Iteration 11Q (10031.510000 sec): 3 clusters
  Score: Raw -79345.966989 + Penalty 2188.742289 = -77157.224699
  nChanged 7
		SP:Iteration 12Q (10031.520000 sec): 3 clusters
  Score: Raw -79351.720358 + Penalty 2188.742289 = -77162.978069
  nChanged 6
		SP:Iteration 13Q (10031.520000 sec): 3 clusters
  Score: Raw -79362.439771 + Penalty 2188.742289 = -77173.697482
  nChanged 10
		SP:Iteration 14Q (10031.520000 sec): 3 clusters
  Score: Raw -79376.396172 + Penalty 2188.742289 = -77187.653882
  nChanged 10
		SP:Iteration 15Q (10031.520000 sec): 3 clusters
  Score: Raw -79385.950691 + Penalty 2188.742289 = -77197.208401
  nChanged 5
		SP:Iteration 16Q (10031.530000 sec): 3 clusters
  Score: Raw -79389.381910 + Penalty 2188.742289 = -77200.639620
  nChanged 2
		SP:Iteration 17Q (10031.530000 sec): 3 clusters
  Score: Raw -79391.236945 + Penalty 2188.742289 = -77202.494655
  nChanged 1
		SP:Iteration 18Q (10031.530000 sec): 3 clusters
  Score: Raw -79392.565798 + Penalty 2188.742289 = -77203.823508
  nChanged 0
		SP:Iteration 19F (10031.530000 sec): 3 clusters
  Score: Raw -79392.565798 + Penalty 2188.742289 = -77203.823508
  nChanged 0
------ Evaluating fit on full set of 2870041 points ------
  Score: Raw -276500117.710943 + Penalty 244051.197684 = -276256066.513259
Time taken for this iteration:6124.650000 seconds.
 21->102 Clusters: Score -276256066.513259, best is -276250934.480126
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 65352 (time per iteration =157.154946 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 940141012608.000000 (time per metric unit =10.924308ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 22563384302592.000000 (time per metric unit=455.179501ps)

That took 10270.390000 seconds.
